warning: commands will be executed using /bin/sh
job 2588 at Mon Sep 22 14:34:00 2014
FileBase	/buz4/andresg/Cicero/Cicero08212014_reo/Cicero08212014_reo
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111110
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1878892 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 626297 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 32988 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 32774 members 
Mstep: Class 5 contains 32854 members 
Mstep: Class 6 contains 33197 members 
Mstep: Class 7 contains 32773 members 
Mstep: Class 8 contains 32982 members 
Mstep: Class 9 contains 32861 members 
Mstep: Class 10 contains 33128 members 
Mstep: Class 11 contains 32895 members 
Mstep: Class 12 contains 32626 members 
Mstep: Class 13 contains 33028 members 
Mstep: Class 14 contains 33102 members 
Mstep: Class 15 contains 33207 members 
Mstep: Class 16 contains 32880 members 
Mstep: Class 17 contains 32944 members 
Mstep: Class 18 contains 32900 members 
Mstep: Class 19 contains 32840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 876.131714 but Gain 3310.199219
Score: -54647656.000000 Penalty: 59583.597656
Iteration 0F: 19 clusters Score -5.464766e+07 nChanged 588725
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 3 contains 28156 members 
Mstep: Class 4 contains 21397 members 
Mstep: Class 5 contains 59665 members 
Mstep: Class 6 contains 40161 members 
Mstep: Class 7 contains 43964 members 
Mstep: Class 8 contains 19691 members 
Mstep: Class 9 contains 30377 members 
Mstep: Class 10 contains 22875 members 
Mstep: Class 11 contains 44131 members 
Mstep: Class 12 contains 15115 members 
Mstep: Class 13 contains 50279 members 
Mstep: Class 14 contains 74626 members 
Mstep: Class 15 contains 23753 members 
Mstep: Class 16 contains 37595 members 
Mstep: Class 17 contains 35386 members 
Mstep: Class 18 contains 28548 members 
Mstep: Class 19 contains 21736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56914160.000000 Penalty: 59583.597656
Iteration 1F: 19 clusters Score -5.691416e+07 nChanged 292642
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 3 contains 27505 members 
Mstep: Class 4 contains 13266 members 
Mstep: Class 5 contains 113519 members 
Mstep: Class 6 contains 39967 members 
Mstep: Class 7 contains 47088 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 25582 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 55598 members 
Mstep: Class 12 contains 8333 members 
Mstep: Class 13 contains 27278 members 
Mstep: Class 14 contains 62314 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 71965 members 
Mstep: Class 17 contains 33432 members 
Mstep: Class 18 contains 25315 members 
Mstep: Class 19 contains 11157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57796816.000000 Penalty: 59583.597656
Iteration 2F: 19 clusters Score -5.779682e+07 nChanged 197373
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 3 contains 27823 members 
Mstep: Class 4 contains 14527 members 
Mstep: Class 5 contains 146581 members 
Mstep: Class 6 contains 29925 members 
Mstep: Class 7 contains 49648 members 
Mstep: Class 8 contains 11644 members 
Mstep: Class 9 contains 18260 members 
Mstep: Class 10 contains 11954 members 
Mstep: Class 11 contains 52980 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 20177 members 
Mstep: Class 14 contains 48271 members 
Mstep: Class 15 contains 22337 members 
Mstep: Class 16 contains 96114 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 9366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58178532.000000 Penalty: 59583.597656
Iteration 3F: 19 clusters Score -5.817853e+07 nChanged 123139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 3 contains 28833 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 167884 members 
Mstep: Class 6 contains 20920 members 
Mstep: Class 7 contains 48083 members 
Mstep: Class 8 contains 10173 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 14183 members 
Mstep: Class 11 contains 50038 members 
Mstep: Class 12 contains 5263 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 40213 members 
Mstep: Class 15 contains 23982 members 
Mstep: Class 16 contains 105857 members 
Mstep: Class 17 contains 25724 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 8906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58347452.000000 Penalty: 59583.597656
Iteration 4F: 19 clusters Score -5.834745e+07 nChanged 78170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 3 contains 30920 members 
Mstep: Class 4 contains 17482 members 
Mstep: Class 5 contains 182956 members 
Mstep: Class 6 contains 15902 members 
Mstep: Class 7 contains 45159 members 
Mstep: Class 8 contains 9087 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 15790 members 
Mstep: Class 11 contains 47592 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 14 contains 36517 members 
Mstep: Class 15 contains 25885 members 
Mstep: Class 16 contains 106168 members 
Mstep: Class 17 contains 21981 members 
Mstep: Class 18 contains 27975 members 
Mstep: Class 19 contains 8537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58432576.000000 Penalty: 59583.597656
Iteration 5F: 19 clusters Score -5.843258e+07 nChanged 53486
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 3 contains 33242 members 
Mstep: Class 4 contains 18089 members 
Mstep: Class 5 contains 193410 members 
Mstep: Class 6 contains 12914 members 
Mstep: Class 7 contains 42490 members 
Mstep: Class 8 contains 8491 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 45818 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 16043 members 
Mstep: Class 14 contains 35501 members 
Mstep: Class 15 contains 27253 members 
Mstep: Class 16 contains 103692 members 
Mstep: Class 17 contains 18451 members 
Mstep: Class 18 contains 29947 members 
Mstep: Class 19 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58486132.000000 Penalty: 59583.597656
Iteration 6F: 19 clusters Score -5.848613e+07 nChanged 40308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 3 contains 35222 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 200151 members 
Mstep: Class 6 contains 11066 members 
Mstep: Class 7 contains 40208 members 
Mstep: Class 8 contains 8039 members 
Mstep: Class 9 contains 8659 members 
Mstep: Class 10 contains 15916 members 
Mstep: Class 11 contains 44658 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 15605 members 
Mstep: Class 14 contains 35880 members 
Mstep: Class 15 contains 27913 members 
Mstep: Class 16 contains 100890 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 31534 members 
Mstep: Class 19 contains 8404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58524200.000000 Penalty: 59583.597656
Iteration 7F: 19 clusters Score -5.85242e+07 nChanged 32581
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 18563 members 
Mstep: Class 5 contains 203701 members 
Mstep: Class 6 contains 10390 members 
Mstep: Class 7 contains 38135 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 8921 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 44472 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 37019 members 
Mstep: Class 15 contains 27933 members 
Mstep: Class 16 contains 98169 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 32445 members 
Mstep: Class 19 contains 8921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58553352.000000 Penalty: 59583.597656
Iteration 8F: 19 clusters Score -5.855335e+07 nChanged 27756
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 3 contains 37812 members 
Mstep: Class 4 contains 18626 members 
Mstep: Class 5 contains 204839 members 
Mstep: Class 6 contains 10687 members 
Mstep: Class 7 contains 36332 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 9775 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 45124 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 14935 members 
Mstep: Class 14 contains 38643 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 95597 members 
Mstep: Class 17 contains 12533 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 9692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58575376.000000 Penalty: 59583.597656
Iteration 9Q: 19 clusters Score -5.857538e+07 nChanged 23217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 3 contains 38299 members 
Mstep: Class 4 contains 18647 members 
Mstep: Class 5 contains 204347 members 
Mstep: Class 6 contains 11336 members 
Mstep: Class 7 contains 34763 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 14411 members 
Mstep: Class 11 contains 45873 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 40498 members 
Mstep: Class 15 contains 27009 members 
Mstep: Class 16 contains 93218 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 32355 members 
Mstep: Class 19 contains 10586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58591104.000000 Penalty: 59583.597656
Iteration 10Q: 19 clusters Score -5.85911e+07 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 3 contains 38180 members 
Mstep: Class 4 contains 18715 members 
Mstep: Class 5 contains 202550 members 
Mstep: Class 6 contains 12027 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 6400 members 
Mstep: Class 9 contains 13369 members 
Mstep: Class 10 contains 14158 members 
Mstep: Class 11 contains 46376 members 
Mstep: Class 12 contains 8158 members 
Mstep: Class 13 contains 14696 members 
Mstep: Class 14 contains 42402 members 
Mstep: Class 15 contains 26657 members 
Mstep: Class 16 contains 91152 members 
Mstep: Class 17 contains 11553 members 
Mstep: Class 18 contains 32085 members 
Mstep: Class 19 contains 11428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58603696.000000 Penalty: 59583.597656
Iteration 11Q: 19 clusters Score -5.86037e+07 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 3 contains 37694 members 
Mstep: Class 4 contains 18809 members 
Mstep: Class 5 contains 199231 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 32573 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 16520 members 
Mstep: Class 10 contains 14106 members 
Mstep: Class 11 contains 46703 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 44414 members 
Mstep: Class 15 contains 26333 members 
Mstep: Class 16 contains 89385 members 
Mstep: Class 17 contains 11471 members 
Mstep: Class 18 contains 31804 members 
Mstep: Class 19 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58618080.000000 Penalty: 59583.597656
Iteration 12Q: 19 clusters Score -5.861808e+07 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 3 contains 36874 members 
Mstep: Class 4 contains 19012 members 
Mstep: Class 5 contains 194966 members 
Mstep: Class 6 contains 13453 members 
Mstep: Class 7 contains 31671 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 21653 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 46865 members 
Mstep: Class 12 contains 8660 members 
Mstep: Class 13 contains 14870 members 
Mstep: Class 14 contains 45547 members 
Mstep: Class 15 contains 26095 members 
Mstep: Class 16 contains 87309 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 31589 members 
Mstep: Class 19 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58635924.000000 Penalty: 59583.597656
Iteration 13Q: 19 clusters Score -5.863592e+07 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 3 contains 35821 members 
Mstep: Class 4 contains 19289 members 
Mstep: Class 5 contains 192034 members 
Mstep: Class 6 contains 14234 members 
Mstep: Class 7 contains 30919 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 27284 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 46866 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 15118 members 
Mstep: Class 14 contains 44996 members 
Mstep: Class 15 contains 25729 members 
Mstep: Class 16 contains 85080 members 
Mstep: Class 17 contains 11993 members 
Mstep: Class 18 contains 31420 members 
Mstep: Class 19 contains 13331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58648972.000000 Penalty: 59583.597656
Iteration 14Q: 19 clusters Score -5.864897e+07 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 3 contains 34699 members 
Mstep: Class 4 contains 19610 members 
Mstep: Class 5 contains 190842 members 
Mstep: Class 6 contains 15111 members 
Mstep: Class 7 contains 30280 members 
Mstep: Class 8 contains 6144 members 
Mstep: Class 9 contains 31022 members 
Mstep: Class 10 contains 13436 members 
Mstep: Class 11 contains 46852 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 15387 members 
Mstep: Class 14 contains 43963 members 
Mstep: Class 15 contains 25360 members 
Mstep: Class 16 contains 83502 members 
Mstep: Class 17 contains 12378 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 13649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58656276.000000 Penalty: 59583.597656
Iteration 15Q: 19 clusters Score -5.865628e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 3 contains 33607 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 190372 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 29771 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 33342 members 
Mstep: Class 10 contains 13240 members 
Mstep: Class 11 contains 46848 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 15635 members 
Mstep: Class 14 contains 43089 members 
Mstep: Class 15 contains 25001 members 
Mstep: Class 16 contains 82437 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 31104 members 
Mstep: Class 19 contains 13879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58661216.000000 Penalty: 59583.597656
Iteration 16Q: 19 clusters Score -5.866122e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 3 contains 32629 members 
Mstep: Class 4 contains 20107 members 
Mstep: Class 5 contains 190178 members 
Mstep: Class 6 contains 16812 members 
Mstep: Class 7 contains 29418 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 34675 members 
Mstep: Class 10 contains 13076 members 
Mstep: Class 11 contains 46833 members 
Mstep: Class 12 contains 9619 members 
Mstep: Class 13 contains 15900 members 
Mstep: Class 14 contains 42279 members 
Mstep: Class 15 contains 24704 members 
Mstep: Class 16 contains 81763 members 
Mstep: Class 17 contains 13081 members 
Mstep: Class 18 contains 31012 members 
Mstep: Class 19 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58664204.000000 Penalty: 59583.597656
Iteration 17Q: 19 clusters Score -5.86642e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 3 contains 31786 members 
Mstep: Class 4 contains 20271 members 
Mstep: Class 5 contains 190061 members 
Mstep: Class 6 contains 17608 members 
Mstep: Class 7 contains 29170 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 46869 members 
Mstep: Class 12 contains 9859 members 
Mstep: Class 13 contains 16129 members 
Mstep: Class 14 contains 41634 members 
Mstep: Class 15 contains 24450 members 
Mstep: Class 16 contains 81185 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 31059 members 
Mstep: Class 19 contains 14247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58666744.000000 Penalty: 59583.597656
Iteration 18Q: 19 clusters Score -5.866674e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 3 contains 31075 members 
Mstep: Class 4 contains 20464 members 
Mstep: Class 5 contains 189946 members 
Mstep: Class 6 contains 18346 members 
Mstep: Class 7 contains 28965 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 35814 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 46948 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 16343 members 
Mstep: Class 14 contains 40994 members 
Mstep: Class 15 contains 24261 members 
Mstep: Class 16 contains 80732 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 14344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58668428.000000 Penalty: 59583.597656
Iteration 19Q: 19 clusters Score -5.866843e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 3 contains 30481 members 
Mstep: Class 4 contains 20663 members 
Mstep: Class 5 contains 189882 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 28791 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 35991 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 47112 members 
Mstep: Class 12 contains 10188 members 
Mstep: Class 13 contains 16493 members 
Mstep: Class 14 contains 40329 members 
Mstep: Class 15 contains 24117 members 
Mstep: Class 16 contains 80345 members 
Mstep: Class 17 contains 13978 members 
Mstep: Class 18 contains 31419 members 
Mstep: Class 19 contains 14393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58673012.000000 Penalty: 59583.597656
Iteration 20F: 19 clusters Score -5.867301e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 3 contains 29997 members 
Mstep: Class 4 contains 20891 members 
Mstep: Class 5 contains 189435 members 
Mstep: Class 6 contains 19633 members 
Mstep: Class 7 contains 28626 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 37665 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 10358 members 
Mstep: Class 13 contains 16613 members 
Mstep: Class 14 contains 38295 members 
Mstep: Class 15 contains 24006 members 
Mstep: Class 16 contains 79954 members 
Mstep: Class 17 contains 14446 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 14395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58676748.000000 Penalty: 59583.597656
Iteration 21Q: 19 clusters Score -5.867675e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 3 contains 29541 members 
Mstep: Class 4 contains 21042 members 
Mstep: Class 5 contains 189166 members 
Mstep: Class 6 contains 20240 members 
Mstep: Class 7 contains 28467 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 38675 members 
Mstep: Class 10 contains 12645 members 
Mstep: Class 11 contains 47709 members 
Mstep: Class 12 contains 10525 members 
Mstep: Class 13 contains 16796 members 
Mstep: Class 14 contains 36509 members 
Mstep: Class 15 contains 23916 members 
Mstep: Class 16 contains 79627 members 
Mstep: Class 17 contains 14838 members 
Mstep: Class 18 contains 31972 members 
Mstep: Class 19 contains 14446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58679704.000000 Penalty: 59583.597656
Iteration 22Q: 19 clusters Score -5.86797e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 3 contains 29154 members 
Mstep: Class 4 contains 21209 members 
Mstep: Class 5 contains 188961 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 28365 members 
Mstep: Class 8 contains 5965 members 
Mstep: Class 9 contains 39418 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 48009 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 16951 members 
Mstep: Class 14 contains 34810 members 
Mstep: Class 15 contains 23869 members 
Mstep: Class 16 contains 79262 members 
Mstep: Class 17 contains 15172 members 
Mstep: Class 18 contains 32416 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58681568.000000 Penalty: 59583.597656
Iteration 23Q: 19 clusters Score -5.868157e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 3 contains 28846 members 
Mstep: Class 4 contains 21382 members 
Mstep: Class 5 contains 188745 members 
Mstep: Class 6 contains 21353 members 
Mstep: Class 7 contains 28285 members 
Mstep: Class 8 contains 5984 members 
Mstep: Class 9 contains 39972 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 48450 members 
Mstep: Class 12 contains 10861 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 33081 members 
Mstep: Class 15 contains 23820 members 
Mstep: Class 16 contains 78871 members 
Mstep: Class 17 contains 15424 members 
Mstep: Class 18 contains 32934 members 
Mstep: Class 19 contains 14585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58683500.000000 Penalty: 59583.597656
Iteration 24Q: 19 clusters Score -5.86835e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 3 contains 28562 members 
Mstep: Class 4 contains 21548 members 
Mstep: Class 5 contains 188520 members 
Mstep: Class 6 contains 21894 members 
Mstep: Class 7 contains 28237 members 
Mstep: Class 8 contains 6022 members 
Mstep: Class 9 contains 40432 members 
Mstep: Class 10 contains 12133 members 
Mstep: Class 11 contains 48967 members 
Mstep: Class 12 contains 11050 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 31385 members 
Mstep: Class 15 contains 23745 members 
Mstep: Class 16 contains 78447 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 33483 members 
Mstep: Class 19 contains 14705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58685288.000000 Penalty: 59583.597656
Iteration 25Q: 19 clusters Score -5.868529e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 3 contains 28326 members 
Mstep: Class 4 contains 21744 members 
Mstep: Class 5 contains 188321 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 28188 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 40838 members 
Mstep: Class 10 contains 12043 members 
Mstep: Class 11 contains 49463 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 29676 members 
Mstep: Class 15 contains 23697 members 
Mstep: Class 16 contains 78051 members 
Mstep: Class 17 contains 15766 members 
Mstep: Class 18 contains 34071 members 
Mstep: Class 19 contains 14795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58687136.000000 Penalty: 59583.597656
Iteration 26Q: 19 clusters Score -5.868714e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 3 contains 28129 members 
Mstep: Class 4 contains 21927 members 
Mstep: Class 5 contains 188076 members 
Mstep: Class 6 contains 22867 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 41184 members 
Mstep: Class 10 contains 11985 members 
Mstep: Class 11 contains 49936 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 27942 members 
Mstep: Class 15 contains 23658 members 
Mstep: Class 16 contains 77618 members 
Mstep: Class 17 contains 15886 members 
Mstep: Class 18 contains 34751 members 
Mstep: Class 19 contains 14941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58689228.000000 Penalty: 59583.597656
Iteration 27Q: 19 clusters Score -5.868923e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 22116 members 
Mstep: Class 5 contains 187849 members 
Mstep: Class 6 contains 23359 members 
Mstep: Class 7 contains 28122 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 50334 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 17549 members 
Mstep: Class 14 contains 26242 members 
Mstep: Class 15 contains 23628 members 
Mstep: Class 16 contains 77167 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 35503 members 
Mstep: Class 19 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58691944.000000 Penalty: 59583.597656
Iteration 28Q: 19 clusters Score -5.869194e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 3 contains 27798 members 
Mstep: Class 4 contains 22347 members 
Mstep: Class 5 contains 187683 members 
Mstep: Class 6 contains 23808 members 
Mstep: Class 7 contains 28089 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 41733 members 
Mstep: Class 10 contains 11947 members 
Mstep: Class 11 contains 50580 members 
Mstep: Class 12 contains 11671 members 
Mstep: Class 13 contains 17636 members 
Mstep: Class 14 contains 24562 members 
Mstep: Class 15 contains 23632 members 
Mstep: Class 16 contains 76775 members 
Mstep: Class 17 contains 16052 members 
Mstep: Class 18 contains 36331 members 
Mstep: Class 19 contains 15178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58694124.000000 Penalty: 59583.597656
Iteration 29Q: 19 clusters Score -5.869412e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 3 contains 27660 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 187559 members 
Mstep: Class 6 contains 24207 members 
Mstep: Class 7 contains 28051 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 41896 members 
Mstep: Class 10 contains 11926 members 
Mstep: Class 11 contains 50776 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 13 contains 17695 members 
Mstep: Class 14 contains 23037 members 
Mstep: Class 15 contains 23617 members 
Mstep: Class 16 contains 76352 members 
Mstep: Class 17 contains 16164 members 
Mstep: Class 18 contains 37186 members 
Mstep: Class 19 contains 15281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58696512.000000 Penalty: 59583.597656
Iteration 30Q: 19 clusters Score -5.869651e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 3 contains 27538 members 
Mstep: Class 4 contains 22878 members 
Mstep: Class 5 contains 187436 members 
Mstep: Class 6 contains 24580 members 
Mstep: Class 7 contains 28025 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 42053 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 50903 members 
Mstep: Class 12 contains 12006 members 
Mstep: Class 13 contains 17754 members 
Mstep: Class 14 contains 21513 members 
Mstep: Class 15 contains 23589 members 
Mstep: Class 16 contains 75950 members 
Mstep: Class 17 contains 16257 members 
Mstep: Class 18 contains 38079 members 
Mstep: Class 19 contains 15372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58699040.000000 Penalty: 59583.597656
Iteration 31Q: 19 clusters Score -5.869904e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 3 contains 27455 members 
Mstep: Class 4 contains 23183 members 
Mstep: Class 5 contains 187230 members 
Mstep: Class 6 contains 24902 members 
Mstep: Class 7 contains 27984 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 42148 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 51122 members 
Mstep: Class 12 contains 12197 members 
Mstep: Class 13 contains 17801 members 
Mstep: Class 14 contains 20108 members 
Mstep: Class 15 contains 23528 members 
Mstep: Class 16 contains 75581 members 
Mstep: Class 17 contains 16346 members 
Mstep: Class 18 contains 38943 members 
Mstep: Class 19 contains 15412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58702328.000000 Penalty: 59583.597656
Iteration 32Q: 19 clusters Score -5.870233e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 3 contains 27393 members 
Mstep: Class 4 contains 23522 members 
Mstep: Class 5 contains 187035 members 
Mstep: Class 6 contains 25200 members 
Mstep: Class 7 contains 27937 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 42201 members 
Mstep: Class 10 contains 11913 members 
Mstep: Class 11 contains 51310 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 18811 members 
Mstep: Class 15 contains 23447 members 
Mstep: Class 16 contains 75188 members 
Mstep: Class 17 contains 16400 members 
Mstep: Class 18 contains 39847 members 
Mstep: Class 19 contains 15433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58706692.000000 Penalty: 59583.597656
Iteration 33Q: 19 clusters Score -5.870669e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 23760 members 
Mstep: Class 5 contains 186706 members 
Mstep: Class 6 contains 25472 members 
Mstep: Class 7 contains 27897 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 42182 members 
Mstep: Class 10 contains 11920 members 
Mstep: Class 11 contains 51540 members 
Mstep: Class 12 contains 12530 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 23345 members 
Mstep: Class 16 contains 74758 members 
Mstep: Class 17 contains 16426 members 
Mstep: Class 18 contains 40708 members 
Mstep: Class 19 contains 15474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711284.000000 Penalty: 59583.597656
Iteration 34Q: 19 clusters Score -5.871128e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 3 contains 27292 members 
Mstep: Class 4 contains 23930 members 
Mstep: Class 5 contains 186261 members 
Mstep: Class 6 contains 25764 members 
Mstep: Class 7 contains 27846 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 42114 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 51531 members 
Mstep: Class 12 contains 12658 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 17699 members 
Mstep: Class 15 contains 23279 members 
Mstep: Class 16 contains 74302 members 
Mstep: Class 17 contains 16389 members 
Mstep: Class 18 contains 41528 members 
Mstep: Class 19 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58713260.000000 Penalty: 59583.597656
Iteration 35Q: 19 clusters Score -5.871326e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 3 contains 27244 members 
Mstep: Class 4 contains 24095 members 
Mstep: Class 5 contains 185868 members 
Mstep: Class 6 contains 26043 members 
Mstep: Class 7 contains 27791 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 42022 members 
Mstep: Class 10 contains 11902 members 
Mstep: Class 11 contains 51303 members 
Mstep: Class 12 contains 12763 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 23266 members 
Mstep: Class 16 contains 73731 members 
Mstep: Class 17 contains 16354 members 
Mstep: Class 18 contains 42361 members 
Mstep: Class 19 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58714556.000000 Penalty: 59583.597656
Iteration 36Q: 19 clusters Score -5.871456e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 3 contains 27202 members 
Mstep: Class 4 contains 24260 members 
Mstep: Class 5 contains 185533 members 
Mstep: Class 6 contains 26285 members 
Mstep: Class 7 contains 27759 members 
Mstep: Class 8 contains 6200 members 
Mstep: Class 9 contains 41915 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 50906 members 
Mstep: Class 12 contains 12845 members 
Mstep: Class 13 contains 17996 members 
Mstep: Class 14 contains 17846 members 
Mstep: Class 15 contains 23240 members 
Mstep: Class 16 contains 73151 members 
Mstep: Class 17 contains 16326 members 
Mstep: Class 18 contains 43240 members 
Mstep: Class 19 contains 15747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58715676.000000 Penalty: 59583.597656
Iteration 37Q: 19 clusters Score -5.871568e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 3 contains 27183 members 
Mstep: Class 4 contains 24437 members 
Mstep: Class 5 contains 185232 members 
Mstep: Class 6 contains 26543 members 
Mstep: Class 7 contains 27733 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 41777 members 
Mstep: Class 10 contains 11886 members 
Mstep: Class 11 contains 50419 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 18030 members 
Mstep: Class 14 contains 18065 members 
Mstep: Class 15 contains 23280 members 
Mstep: Class 16 contains 72589 members 
Mstep: Class 17 contains 16310 members 
Mstep: Class 18 contains 44030 members 
Mstep: Class 19 contains 15831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58716980.000000 Penalty: 59583.597656
Iteration 38Q: 19 clusters Score -5.871698e+07 nChanged 3515
Entering ConstructFrom: 
Score: -58716980.000000 Penalty: 59583.597656
Entering ConstructFrom: 
Trying to split cluster 1 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -327237.718750 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -327237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -323463.156250 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -323463.2 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -324482.156250 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -324482.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -325025.531250 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -325025.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -325501.812500 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -325501.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -325871.000000 Penalty: 4083.290283
	Iteration 4F: 3 clusters Score -325871 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -326166.781250 Penalty: 4083.290283
	Iteration 5F: 3 clusters Score -326166.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -326454.656250 Penalty: 4083.290283
	Iteration 6F: 3 clusters Score -326454.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -326784.500000 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -326784.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -327328.718750 Penalty: 4083.290283
	Iteration 8F: 3 clusters Score -327328.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -327783.093750 Penalty: 4083.290283
	Iteration 9F: 3 clusters Score -327783.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -327979.718750 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -327979.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -328069.312500 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -328069.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -328107.468750 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -328107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -328143.968750 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -328144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -328185.906250 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -328185.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -328203.750000 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -328203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -328207.500000 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -328207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -328208.718750 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -328208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -328210.406250 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -328210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -328214.812500 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -328214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -328219.718750 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -328219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -328223.000000 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -328223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -328223.406250 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -328223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -328223.718750 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -328223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -328223.718750 Penalty: 4083.290283
	Iteration 24F: 3 clusters Score -328223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 24590 members 
Mstep: Class 5 contains 185011 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 27711 members 
Mstep: Class 8 contains 6209 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Entering Unmasked Estep 
Score: -58717564.000000 Penalty: 62893.796875
Splitting cluster 1 changes total score from -58716980.000000 to -58717564.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (27147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Entering Unmasked Estep 
Score: -2626693.500000 Penalty: 2531.837402
	Iteration 0F: 2 clusters Score -2626694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2608184.500000 Penalty: 5063.674805
	Iteration 0F: 3 clusters Score -2608184 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2614976.500000 Penalty: 5063.674805
	Iteration 1F: 3 clusters Score -2614976 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2615975.500000 Penalty: 5063.674805
	Iteration 2F: 3 clusters Score -2615976 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2617327.500000 Penalty: 5063.674805
	Iteration 3F: 3 clusters Score -2617328 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2618881.500000 Penalty: 5063.674805
	Iteration 4F: 3 clusters Score -2618882 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2620172.500000 Penalty: 5063.674805
	Iteration 5F: 3 clusters Score -2620172 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2621065.250000 Penalty: 5063.674805
	Iteration 6F: 3 clusters Score -2621065 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2621594.250000 Penalty: 5063.674805
	Iteration 7Q: 3 clusters Score -2621594 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2621885.750000 Penalty: 5063.674805
	Iteration 8Q: 3 clusters Score -2621886 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2622112.750000 Penalty: 5063.674805
	Iteration 9Q: 3 clusters Score -2622113 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2622292.250000 Penalty: 5063.674805
	Iteration 10Q: 3 clusters Score -2622292 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2622446.250000 Penalty: 5063.674805
	Iteration 11Q: 3 clusters Score -2622446 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2622574.500000 Penalty: 5063.674805
	Iteration 12Q: 3 clusters Score -2622574 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2622699.000000 Penalty: 5063.674805
	Iteration 13Q: 3 clusters Score -2622699 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2622818.000000 Penalty: 5063.674805
	Iteration 14Q: 3 clusters Score -2622818 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2622941.500000 Penalty: 5063.674805
	Iteration 15Q: 3 clusters Score -2622942 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2623100.000000 Penalty: 5063.674805
	Iteration 16Q: 3 clusters Score -2623100 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2623229.000000 Penalty: 5063.674805
	Iteration 17Q: 3 clusters Score -2623229 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2623371.000000 Penalty: 5063.674805
	Iteration 18Q: 3 clusters Score -2623371 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2623502.000000 Penalty: 5063.674805
	Iteration 19Q: 3 clusters Score -2623502 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2623629.000000 Penalty: 5063.674805
	Iteration 20F: 3 clusters Score -2623629 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2623793.750000 Penalty: 5063.674805
	Iteration 21Q: 3 clusters Score -2623794 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2623904.000000 Penalty: 5063.674805
	Iteration 22Q: 3 clusters Score -2623904 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2624016.250000 Penalty: 5063.674805
	Iteration 23Q: 3 clusters Score -2624016 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2624117.500000 Penalty: 5063.674805
	Iteration 24Q: 3 clusters Score -2624118 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2624211.000000 Penalty: 5063.674805
	Iteration 25Q: 3 clusters Score -2624211 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2624279.750000 Penalty: 5063.674805
	Iteration 26Q: 3 clusters Score -2624280 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2624371.500000 Penalty: 5063.674805
	Iteration 27Q: 3 clusters Score -2624372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2624421.750000 Penalty: 5063.674805
	Iteration 28Q: 3 clusters Score -2624422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2624473.750000 Penalty: 5063.674805
	Iteration 29Q: 3 clusters Score -2624474 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2624524.000000 Penalty: 5063.674805
	Iteration 30Q: 3 clusters Score -2624524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2624567.750000 Penalty: 5063.674805
	Iteration 31Q: 3 clusters Score -2624568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2624604.500000 Penalty: 5063.674805
	Iteration 32Q: 3 clusters Score -2624604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2624630.000000 Penalty: 5063.674805
	Iteration 33Q: 3 clusters Score -2624630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2624656.500000 Penalty: 5063.674805
	Iteration 34Q: 3 clusters Score -2624656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2624676.250000 Penalty: 5063.674805
	Iteration 35Q: 3 clusters Score -2624676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2624690.250000 Penalty: 5063.674805
	Iteration 36Q: 3 clusters Score -2624690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2624706.250000 Penalty: 5063.674805
	Iteration 37Q: 3 clusters Score -2624706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2624722.000000 Penalty: 5063.674805
	Iteration 38Q: 3 clusters Score -2624722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2624736.000000 Penalty: 5063.674805
	Iteration 39Q: 3 clusters Score -2624736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2624741.500000 Penalty: 5063.674805
	Iteration 40F: 3 clusters Score -2624742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2624754.000000 Penalty: 5063.674805
	Iteration 41Q: 3 clusters Score -2624754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2624766.000000 Penalty: 5063.674805
	Iteration 42Q: 3 clusters Score -2624766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2624778.000000 Penalty: 5063.674805
	Iteration 43Q: 3 clusters Score -2624778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2624784.000000 Penalty: 5063.674805
	Iteration 44Q: 3 clusters Score -2624784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2624797.000000 Penalty: 5063.674805
	Iteration 45Q: 3 clusters Score -2624797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2624805.000000 Penalty: 5063.674805
	Iteration 46Q: 3 clusters Score -2624805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2624805.500000 Penalty: 5063.674805
	Iteration 47Q: 3 clusters Score -2624806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2624807.250000 Penalty: 5063.674805
	Iteration 48Q: 3 clusters Score -2624807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2624809.500000 Penalty: 5063.674805
	Iteration 49Q: 3 clusters Score -2624810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2624814.500000 Penalty: 5063.674805
	Iteration 50Q: 3 clusters Score -2624814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2624820.000000 Penalty: 5063.674805
	Iteration 51Q: 3 clusters Score -2624820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2624827.500000 Penalty: 5063.674805
	Iteration 52Q: 3 clusters Score -2624828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2624834.500000 Penalty: 5063.674805
	Iteration 53Q: 3 clusters Score -2624834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2624837.250000 Penalty: 5063.674805
	Iteration 54Q: 3 clusters Score -2624837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2624835.750000 Penalty: 5063.674805
	Iteration 55Q: 3 clusters Score -2624836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2624833.750000 Penalty: 5063.674805
	Iteration 56Q: 3 clusters Score -2624834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2624833.750000 Penalty: 5063.674805
	Iteration 57F: 3 clusters Score -2624834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Entering Unmasked Estep 
Score: -2233687.000000 Penalty: 2507.303467
	Iteration 0F: 2 clusters Score -2233687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2216717.250000 Penalty: 5014.606934
	Iteration 0F: 3 clusters Score -2216717 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2223491.500000 Penalty: 5014.606934
	Iteration 1F: 3 clusters Score -2223492 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2224971.750000 Penalty: 5014.606934
	Iteration 2F: 3 clusters Score -2224972 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2226892.000000 Penalty: 5014.606934
	Iteration 3F: 3 clusters Score -2226892 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2228675.000000 Penalty: 5014.606934
	Iteration 4F: 3 clusters Score -2228675 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2230076.250000 Penalty: 5014.606934
	Iteration 5F: 3 clusters Score -2230076 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2231239.500000 Penalty: 5014.606934
	Iteration 6F: 3 clusters Score -2231240 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2232139.500000 Penalty: 5014.606934
	Iteration 7F: 3 clusters Score -2232140 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2232745.500000 Penalty: 5014.606934
	Iteration 8Q: 3 clusters Score -2232746 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2233118.250000 Penalty: 5014.606934
	Iteration 9Q: 3 clusters Score -2233118 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2233333.000000 Penalty: 5014.606934
	Iteration 10Q: 3 clusters Score -2233333 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2233530.750000 Penalty: 5014.606934
	Iteration 11Q: 3 clusters Score -2233531 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2233710.250000 Penalty: 5014.606934
	Iteration 12Q: 3 clusters Score -2233710 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2233901.750000 Penalty: 5014.606934
	Iteration 13Q: 3 clusters Score -2233902 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2234074.500000 Penalty: 5014.606934
	Iteration 14Q: 3 clusters Score -2234074 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2234228.750000 Penalty: 5014.606934
	Iteration 15Q: 3 clusters Score -2234229 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2234385.000000 Penalty: 5014.606934
	Iteration 16Q: 3 clusters Score -2234385 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2234521.250000 Penalty: 5014.606934
	Iteration 17Q: 3 clusters Score -2234521 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2234647.250000 Penalty: 5014.606934
	Iteration 18Q: 3 clusters Score -2234647 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2234763.750000 Penalty: 5014.606934
	Iteration 19Q: 3 clusters Score -2234764 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2234853.000000 Penalty: 5014.606934
	Iteration 20F: 3 clusters Score -2234853 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2234939.750000 Penalty: 5014.606934
	Iteration 21Q: 3 clusters Score -2234940 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2235027.500000 Penalty: 5014.606934
	Iteration 22Q: 3 clusters Score -2235028 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2235099.250000 Penalty: 5014.606934
	Iteration 23Q: 3 clusters Score -2235099 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2235151.750000 Penalty: 5014.606934
	Iteration 24Q: 3 clusters Score -2235152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2235196.000000 Penalty: 5014.606934
	Iteration 25Q: 3 clusters Score -2235196 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2235236.250000 Penalty: 5014.606934
	Iteration 26Q: 3 clusters Score -2235236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2235269.250000 Penalty: 5014.606934
	Iteration 27Q: 3 clusters Score -2235269 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2235300.500000 Penalty: 5014.606934
	Iteration 28Q: 3 clusters Score -2235300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2235339.000000 Penalty: 5014.606934
	Iteration 29Q: 3 clusters Score -2235339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2235362.250000 Penalty: 5014.606934
	Iteration 30Q: 3 clusters Score -2235362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2235384.750000 Penalty: 5014.606934
	Iteration 31Q: 3 clusters Score -2235385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2235403.750000 Penalty: 5014.606934
	Iteration 32Q: 3 clusters Score -2235404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2235414.500000 Penalty: 5014.606934
	Iteration 33Q: 3 clusters Score -2235414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2235430.250000 Penalty: 5014.606934
	Iteration 34Q: 3 clusters Score -2235430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2235441.500000 Penalty: 5014.606934
	Iteration 35Q: 3 clusters Score -2235442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2235445.000000 Penalty: 5014.606934
	Iteration 36Q: 3 clusters Score -2235445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2235455.500000 Penalty: 5014.606934
	Iteration 37Q: 3 clusters Score -2235456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2235465.750000 Penalty: 5014.606934
	Iteration 38Q: 3 clusters Score -2235466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2235479.500000 Penalty: 5014.606934
	Iteration 39Q: 3 clusters Score -2235480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2235485.250000 Penalty: 5014.606934
	Iteration 40F: 3 clusters Score -2235485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2235491.500000 Penalty: 5014.606934
	Iteration 41Q: 3 clusters Score -2235492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2235497.750000 Penalty: 5014.606934
	Iteration 42Q: 3 clusters Score -2235498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2235503.250000 Penalty: 5014.606934
	Iteration 43Q: 3 clusters Score -2235503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2235508.500000 Penalty: 5014.606934
	Iteration 44Q: 3 clusters Score -2235508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2235515.250000 Penalty: 5014.606934
	Iteration 45Q: 3 clusters Score -2235515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2235520.250000 Penalty: 5014.606934
	Iteration 46Q: 3 clusters Score -2235520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2235519.750000 Penalty: 5014.606934
	Iteration 47Q: 3 clusters Score -2235520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2235517.500000 Penalty: 5014.606934
	Iteration 48Q: 3 clusters Score -2235518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2235520.750000 Penalty: 5014.606934
	Iteration 49Q: 3 clusters Score -2235521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2235515.750000 Penalty: 5014.606934
	Iteration 50Q: 3 clusters Score -2235516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2235518.000000 Penalty: 5014.606934
	Iteration 51Q: 3 clusters Score -2235518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2235517.250000 Penalty: 5014.606934
	Iteration 52Q: 3 clusters Score -2235517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2235516.750000 Penalty: 5014.606934
	Iteration 53Q: 3 clusters Score -2235517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2235512.500000 Penalty: 5014.606934
	Iteration 54Q: 3 clusters Score -2235512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2235517.500000 Penalty: 5014.606934
	Iteration 55Q: 3 clusters Score -2235518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2235517.750000 Penalty: 5014.606934
	Iteration 56Q: 3 clusters Score -2235518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2235520.250000 Penalty: 5014.606934
	Iteration 57Q: 3 clusters Score -2235520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2235524.500000 Penalty: 5014.606934
	Iteration 58Q: 3 clusters Score -2235524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2235525.500000 Penalty: 5014.606934
	Iteration 59Q: 3 clusters Score -2235526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2235533.750000 Penalty: 5014.606934
	Iteration 60F: 3 clusters Score -2235534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2235528.750000 Penalty: 5014.606934
	Iteration 61Q: 3 clusters Score -2235529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2235534.750000 Penalty: 5014.606934
	Iteration 62Q: 3 clusters Score -2235535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2235551.750000 Penalty: 5014.606934
	Iteration 63Q: 3 clusters Score -2235552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2235555.000000 Penalty: 5014.606934
	Iteration 64Q: 3 clusters Score -2235555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2235557.250000 Penalty: 5014.606934
	Iteration 65Q: 3 clusters Score -2235557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2235559.750000 Penalty: 5014.606934
	Iteration 66Q: 3 clusters Score -2235560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2235559.750000 Penalty: 5014.606934
	Iteration 67Q: 3 clusters Score -2235560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2235557.250000 Penalty: 5014.606934
	Iteration 68Q: 3 clusters Score -2235557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2235559.000000 Penalty: 5014.606934
	Iteration 69Q: 3 clusters Score -2235559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2235563.250000 Penalty: 5014.606934
	Iteration 70Q: 3 clusters Score -2235563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2235561.500000 Penalty: 5014.606934
	Iteration 71Q: 3 clusters Score -2235562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2235561.250000 Penalty: 5014.606934
	Iteration 72Q: 3 clusters Score -2235561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2235565.000000 Penalty: 5014.606934
	Iteration 73Q: 3 clusters Score -2235565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2235564.750000 Penalty: 5014.606934
	Iteration 74Q: 3 clusters Score -2235565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2235569.750000 Penalty: 5014.606934
	Iteration 75Q: 3 clusters Score -2235570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2235569.750000 Penalty: 5014.606934
	Iteration 76Q: 3 clusters Score -2235570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2235578.750000 Penalty: 5014.606934
	Iteration 77Q: 3 clusters Score -2235579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2235583.250000 Penalty: 5014.606934
	Iteration 78Q: 3 clusters Score -2235583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2235585.500000 Penalty: 5014.606934
	Iteration 79Q: 3 clusters Score -2235586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2235588.250000 Penalty: 5014.606934
	Iteration 80F: 3 clusters Score -2235588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2235588.250000 Penalty: 5014.606934
	Iteration 81Q: 3 clusters Score -2235588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2235592.750000 Penalty: 5014.606934
	Iteration 82Q: 3 clusters Score -2235593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2235592.000000 Penalty: 5014.606934
	Iteration 83Q: 3 clusters Score -2235592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2235590.500000 Penalty: 5014.606934
	Iteration 84Q: 3 clusters Score -2235590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2235589.500000 Penalty: 5014.606934
	Iteration 85Q: 3 clusters Score -2235590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2235592.750000 Penalty: 5014.606934
	Iteration 86Q: 3 clusters Score -2235593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2235594.000000 Penalty: 5014.606934
	Iteration 87Q: 3 clusters Score -2235594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2235594.750000 Penalty: 5014.606934
	Iteration 88Q: 3 clusters Score -2235595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2235592.500000 Penalty: 5014.606934
	Iteration 89Q: 3 clusters Score -2235592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2235593.250000 Penalty: 5014.606934
	Iteration 90Q: 3 clusters Score -2235593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2235593.250000 Penalty: 5014.606934
	Iteration 91F: 3 clusters Score -2235593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 185011 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 27711 members 
Mstep: Class 8 contains 6209 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Entering Unmasked Estep 
Score: -58718736.000000 Penalty: 66204.000000
Splitting cluster 4 changes total score from -58716980.000000 to -58718736.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (185011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185011 members 
Entering Unmasked Estep 
Score: -17968072.000000 Penalty: 3007.786377
	Iteration 0F: 2 clusters Score -1.796807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -17843978.000000 Penalty: 6015.572754
	Iteration 0F: 3 clusters Score -1.784398e+07 nChanged 89043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -17897296.000000 Penalty: 6015.572754
	Iteration 1F: 3 clusters Score -1.78973e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -17900116.000000 Penalty: 6015.572754
	Iteration 2Q: 3 clusters Score -1.790012e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -17905092.000000 Penalty: 6015.572754
	Iteration 3Q: 3 clusters Score -1.790509e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -17913428.000000 Penalty: 6015.572754
	Iteration 4F: 3 clusters Score -1.791343e+07 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -17924438.000000 Penalty: 6015.572754
	Iteration 5F: 3 clusters Score -1.792444e+07 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -17936614.000000 Penalty: 6015.572754
	Iteration 6F: 3 clusters Score -1.793661e+07 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -17947262.000000 Penalty: 6015.572754
	Iteration 7F: 3 clusters Score -1.794726e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -17954396.000000 Penalty: 6015.572754
	Iteration 8F: 3 clusters Score -1.79544e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -17959324.000000 Penalty: 6015.572754
	Iteration 9Q: 3 clusters Score -1.795932e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -17962740.000000 Penalty: 6015.572754
	Iteration 10Q: 3 clusters Score -1.796274e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -17965536.000000 Penalty: 6015.572754
	Iteration 11Q: 3 clusters Score -1.796554e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -17968078.000000 Penalty: 6015.572754
	Iteration 12Q: 3 clusters Score -1.796808e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 128947 members 
Entering Unmasked Estep 
Score: -17970028.000000 Penalty: 6015.572754
	Iteration 13Q: 3 clusters Score -1.797003e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 130946 members 
Entering Unmasked Estep 
Score: -17971712.000000 Penalty: 6015.572754
	Iteration 14Q: 3 clusters Score -1.797171e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 132389 members 
Entering Unmasked Estep 
Score: -17972864.000000 Penalty: 6015.572754
	Iteration 15Q: 3 clusters Score -1.797286e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 133369 members 
Entering Unmasked Estep 
Score: -17973806.000000 Penalty: 6015.572754
	Iteration 16Q: 3 clusters Score -1.797381e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 133933 members 
Entering Unmasked Estep 
Score: -17974822.000000 Penalty: 6015.572754
	Iteration 17Q: 3 clusters Score -1.797482e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -17975732.000000 Penalty: 6015.572754
	Iteration 18Q: 3 clusters Score -1.797573e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -17976752.000000 Penalty: 6015.572754
	Iteration 19Q: 3 clusters Score -1.797675e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -17977722.000000 Penalty: 6015.572754
	Iteration 20F: 3 clusters Score -1.797772e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -17978670.000000 Penalty: 6015.572754
	Iteration 21Q: 3 clusters Score -1.797867e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 133278 members 
Entering Unmasked Estep 
Score: -17979762.000000 Penalty: 6015.572754
	Iteration 22Q: 3 clusters Score -1.797976e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -17980912.000000 Penalty: 6015.572754
	Iteration 23Q: 3 clusters Score -1.798091e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -17981926.000000 Penalty: 6015.572754
	Iteration 24Q: 3 clusters Score -1.798193e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -17982724.000000 Penalty: 6015.572754
	Iteration 25Q: 3 clusters Score -1.798272e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 131655 members 
Entering Unmasked Estep 
Score: -17983264.000000 Penalty: 6015.572754
	Iteration 26Q: 3 clusters Score -1.798326e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -17983578.000000 Penalty: 6015.572754
	Iteration 27Q: 3 clusters Score -1.798358e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -17983832.000000 Penalty: 6015.572754
	Iteration 28Q: 3 clusters Score -1.798383e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 129468 members 
Entering Unmasked Estep 
Score: -17984062.000000 Penalty: 6015.572754
	Iteration 29Q: 3 clusters Score -1.798406e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 128672 members 
Entering Unmasked Estep 
Score: -17984200.000000 Penalty: 6015.572754
	Iteration 30Q: 3 clusters Score -1.79842e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 127901 members 
Entering Unmasked Estep 
Score: -17984290.000000 Penalty: 6015.572754
	Iteration 31Q: 3 clusters Score -1.798429e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -17984424.000000 Penalty: 6015.572754
	Iteration 32Q: 3 clusters Score -1.798442e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -17984574.000000 Penalty: 6015.572754
	Iteration 33Q: 3 clusters Score -1.798457e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -17984772.000000 Penalty: 6015.572754
	Iteration 34Q: 3 clusters Score -1.798477e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -17985016.000000 Penalty: 6015.572754
	Iteration 35Q: 3 clusters Score -1.798502e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -17985164.000000 Penalty: 6015.572754
	Iteration 36Q: 3 clusters Score -1.798516e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -17985336.000000 Penalty: 6015.572754
	Iteration 37Q: 3 clusters Score -1.798534e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 121763 members 
Entering Unmasked Estep 
Score: -17985568.000000 Penalty: 6015.572754
	Iteration 38Q: 3 clusters Score -1.798557e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -17985792.000000 Penalty: 6015.572754
	Iteration 39Q: 3 clusters Score -1.798579e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 119666 members 
Entering Unmasked Estep 
Score: -17985976.000000 Penalty: 6015.572754
	Iteration 40F: 3 clusters Score -1.798598e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -17986416.000000 Penalty: 6015.572754
	Iteration 41Q: 3 clusters Score -1.798642e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -17986782.000000 Penalty: 6015.572754
	Iteration 42Q: 3 clusters Score -1.798678e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -17987276.000000 Penalty: 6015.572754
	Iteration 43Q: 3 clusters Score -1.798728e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -17987802.000000 Penalty: 6015.572754
	Iteration 44Q: 3 clusters Score -1.79878e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -17988440.000000 Penalty: 6015.572754
	Iteration 45Q: 3 clusters Score -1.798844e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -17989228.000000 Penalty: 6015.572754
	Iteration 46Q: 3 clusters Score -1.798923e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -17990106.000000 Penalty: 6015.572754
	Iteration 47Q: 3 clusters Score -1.799011e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -17991038.000000 Penalty: 6015.572754
	Iteration 48Q: 3 clusters Score -1.799104e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -17992078.000000 Penalty: 6015.572754
	Iteration 49Q: 3 clusters Score -1.799208e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -17993108.000000 Penalty: 6015.572754
	Iteration 50Q: 3 clusters Score -1.799311e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -17993870.000000 Penalty: 6015.572754
	Iteration 51Q: 3 clusters Score -1.799387e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -17994998.000000 Penalty: 6015.572754
	Iteration 52Q: 3 clusters Score -1.7995e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -17995716.000000 Penalty: 6015.572754
	Iteration 53Q: 3 clusters Score -1.799572e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -17996588.000000 Penalty: 6015.572754
	Iteration 54Q: 3 clusters Score -1.799659e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -17997432.000000 Penalty: 6015.572754
	Iteration 55Q: 3 clusters Score -1.799743e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -17998074.000000 Penalty: 6015.572754
	Iteration 56Q: 3 clusters Score -1.799807e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -17998588.000000 Penalty: 6015.572754
	Iteration 57Q: 3 clusters Score -1.799859e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -17999040.000000 Penalty: 6015.572754
	Iteration 58Q: 3 clusters Score -1.799904e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -17999412.000000 Penalty: 6015.572754
	Iteration 59Q: 3 clusters Score -1.799941e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -17999878.000000 Penalty: 6015.572754
	Iteration 60F: 3 clusters Score -1.799988e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -18000190.000000 Penalty: 6015.572754
	Iteration 61Q: 3 clusters Score -1.800019e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -18000456.000000 Penalty: 6015.572754
	Iteration 62Q: 3 clusters Score -1.800046e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -18000646.000000 Penalty: 6015.572754
	Iteration 63Q: 3 clusters Score -1.800065e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104978 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -18000774.000000 Penalty: 6015.572754
	Iteration 64Q: 3 clusters Score -1.800077e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -18000824.000000 Penalty: 6015.572754
	Iteration 65Q: 3 clusters Score -1.800082e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -18000880.000000 Penalty: 6015.572754
	Iteration 66Q: 3 clusters Score -1.800088e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -18000978.000000 Penalty: 6015.572754
	Iteration 67Q: 3 clusters Score -1.800098e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -18001030.000000 Penalty: 6015.572754
	Iteration 68Q: 3 clusters Score -1.800103e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108363 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -18001106.000000 Penalty: 6015.572754
	Iteration 69Q: 3 clusters Score -1.800111e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -18001238.000000 Penalty: 6015.572754
	Iteration 70Q: 3 clusters Score -1.800124e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -18001330.000000 Penalty: 6015.572754
	Iteration 71Q: 3 clusters Score -1.800133e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -18001298.000000 Penalty: 6015.572754
	Iteration 72Q: 3 clusters Score -1.80013e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -18001416.000000 Penalty: 6015.572754
	Iteration 73Q: 3 clusters Score -1.800142e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -18001478.000000 Penalty: 6015.572754
	Iteration 74Q: 3 clusters Score -1.800148e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111181 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -18001568.000000 Penalty: 6015.572754
	Iteration 75Q: 3 clusters Score -1.800157e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -18001632.000000 Penalty: 6015.572754
	Iteration 76Q: 3 clusters Score -1.800163e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -18001754.000000 Penalty: 6015.572754
	Iteration 77Q: 3 clusters Score -1.800175e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112426 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -18001820.000000 Penalty: 6015.572754
	Iteration 78Q: 3 clusters Score -1.800182e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -18001852.000000 Penalty: 6015.572754
	Iteration 79Q: 3 clusters Score -1.800185e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -18001954.000000 Penalty: 6015.572754
	Iteration 80F: 3 clusters Score -1.800195e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -18002014.000000 Penalty: 6015.572754
	Iteration 81Q: 3 clusters Score -1.800201e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -18002056.000000 Penalty: 6015.572754
	Iteration 82Q: 3 clusters Score -1.800206e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -18002118.000000 Penalty: 6015.572754
	Iteration 83Q: 3 clusters Score -1.800212e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115429 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -18002092.000000 Penalty: 6015.572754
	Iteration 84Q: 3 clusters Score -1.800209e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116059 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -18002224.000000 Penalty: 6015.572754
	Iteration 85Q: 3 clusters Score -1.800222e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -18002396.000000 Penalty: 6015.572754
	Iteration 86Q: 3 clusters Score -1.80024e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -18002532.000000 Penalty: 6015.572754
	Iteration 87Q: 3 clusters Score -1.800253e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -18002646.000000 Penalty: 6015.572754
	Iteration 88Q: 3 clusters Score -1.800265e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -18002810.000000 Penalty: 6015.572754
	Iteration 89Q: 3 clusters Score -1.800281e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119877 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -18003154.000000 Penalty: 6015.572754
	Iteration 90Q: 3 clusters Score -1.800315e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -18003432.000000 Penalty: 6015.572754
	Iteration 91Q: 3 clusters Score -1.800343e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -18003902.000000 Penalty: 6015.572754
	Iteration 92Q: 3 clusters Score -1.80039e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122997 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -18004312.000000 Penalty: 6015.572754
	Iteration 93Q: 3 clusters Score -1.800431e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124211 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -18004614.000000 Penalty: 6015.572754
	Iteration 94Q: 3 clusters Score -1.800461e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -18004952.000000 Penalty: 6015.572754
	Iteration 95Q: 3 clusters Score -1.800495e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -18005264.000000 Penalty: 6015.572754
	Iteration 96Q: 3 clusters Score -1.800526e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -18005456.000000 Penalty: 6015.572754
	Iteration 97Q: 3 clusters Score -1.800546e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128471 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -18005632.000000 Penalty: 6015.572754
	Iteration 98Q: 3 clusters Score -1.800563e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -18005770.000000 Penalty: 6015.572754
	Iteration 99Q: 3 clusters Score -1.800577e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129905 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -18005844.000000 Penalty: 6015.572754
	Iteration 100F: 3 clusters Score -1.800584e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -18005874.000000 Penalty: 6015.572754
	Iteration 101Q: 3 clusters Score -1.800587e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -18005940.000000 Penalty: 6015.572754
	Iteration 102Q: 3 clusters Score -1.800594e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -18006036.000000 Penalty: 6015.572754
	Iteration 103Q: 3 clusters Score -1.800604e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -18006126.000000 Penalty: 6015.572754
	Iteration 104Q: 3 clusters Score -1.800613e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -18006122.000000 Penalty: 6015.572754
	Iteration 105Q: 3 clusters Score -1.800612e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132214 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -18006160.000000 Penalty: 6015.572754
	Iteration 106Q: 3 clusters Score -1.800616e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132376 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -18006172.000000 Penalty: 6015.572754
	Iteration 107Q: 3 clusters Score -1.800617e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -18006138.000000 Penalty: 6015.572754
	Iteration 108Q: 3 clusters Score -1.800614e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132609 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -18006152.000000 Penalty: 6015.572754
	Iteration 109Q: 3 clusters Score -1.800615e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -18006178.000000 Penalty: 6015.572754
	Iteration 110Q: 3 clusters Score -1.800618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -18006214.000000 Penalty: 6015.572754
	Iteration 111Q: 3 clusters Score -1.800621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -18006216.000000 Penalty: 6015.572754
	Iteration 112Q: 3 clusters Score -1.800622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -18006202.000000 Penalty: 6015.572754
	Iteration 113Q: 3 clusters Score -1.80062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -18006202.000000 Penalty: 6015.572754
	Iteration 114Q: 3 clusters Score -1.80062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -18006212.000000 Penalty: 6015.572754
	Iteration 115Q: 3 clusters Score -1.800621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -18006216.000000 Penalty: 6015.572754
	Iteration 116Q: 3 clusters Score -1.800622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132865 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -18006230.000000 Penalty: 6015.572754
	Iteration 117Q: 3 clusters Score -1.800623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132870 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -18006238.000000 Penalty: 6015.572754
	Iteration 118Q: 3 clusters Score -1.800624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132877 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -18006226.000000 Penalty: 6015.572754
	Iteration 119Q: 3 clusters Score -1.800623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132880 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -18006224.000000 Penalty: 6015.572754
	Iteration 120F: 3 clusters Score -1.800622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132881 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -18006224.000000 Penalty: 6015.572754
	Iteration 121Q: 3 clusters Score -1.800622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132881 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -18006224.000000 Penalty: 6015.572754
	Iteration 122F: 3 clusters Score -1.800622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 27711 members 
Mstep: Class 8 contains 6209 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Entering Unmasked Estep 
Score: -58756884.000000 Penalty: 69514.195312
Splitting cluster 5 changes total score from -58716980.000000 to -58756884.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (26804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Entering Unmasked Estep 
Score: -2647297.750000 Penalty: 2528.683838
	Iteration 0F: 2 clusters Score -2647298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2628947.750000 Penalty: 5057.367676
	Iteration 0F: 3 clusters Score -2628948 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2635583.750000 Penalty: 5057.367676
	Iteration 1F: 3 clusters Score -2635584 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2636354.500000 Penalty: 5057.367676
	Iteration 2F: 3 clusters Score -2636354 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2637295.750000 Penalty: 5057.367676
	Iteration 3F: 3 clusters Score -2637296 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2638503.250000 Penalty: 5057.367676
	Iteration 4F: 3 clusters Score -2638503 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2639804.250000 Penalty: 5057.367676
	Iteration 5F: 3 clusters Score -2639804 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2641076.500000 Penalty: 5057.367676
	Iteration 6F: 3 clusters Score -2641076 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2642055.750000 Penalty: 5057.367676
	Iteration 7F: 3 clusters Score -2642056 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2642702.000000 Penalty: 5057.367676
	Iteration 8Q: 3 clusters Score -2642702 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2643164.500000 Penalty: 5057.367676
	Iteration 9Q: 3 clusters Score -2643164 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2643489.750000 Penalty: 5057.367676
	Iteration 10Q: 3 clusters Score -2643490 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2643744.250000 Penalty: 5057.367676
	Iteration 11Q: 3 clusters Score -2643744 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2643911.000000 Penalty: 5057.367676
	Iteration 12Q: 3 clusters Score -2643911 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2644012.750000 Penalty: 5057.367676
	Iteration 13Q: 3 clusters Score -2644013 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2644102.000000 Penalty: 5057.367676
	Iteration 14Q: 3 clusters Score -2644102 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2644185.250000 Penalty: 5057.367676
	Iteration 15Q: 3 clusters Score -2644185 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2644259.750000 Penalty: 5057.367676
	Iteration 16Q: 3 clusters Score -2644260 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2644323.500000 Penalty: 5057.367676
	Iteration 17Q: 3 clusters Score -2644324 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2644384.250000 Penalty: 5057.367676
	Iteration 18Q: 3 clusters Score -2644384 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2644459.750000 Penalty: 5057.367676
	Iteration 19Q: 3 clusters Score -2644460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2644487.750000 Penalty: 5057.367676
	Iteration 20F: 3 clusters Score -2644488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2644525.250000 Penalty: 5057.367676
	Iteration 21Q: 3 clusters Score -2644525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2644562.500000 Penalty: 5057.367676
	Iteration 22Q: 3 clusters Score -2644562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2644593.750000 Penalty: 5057.367676
	Iteration 23Q: 3 clusters Score -2644594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2644618.750000 Penalty: 5057.367676
	Iteration 24Q: 3 clusters Score -2644619 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2644649.000000 Penalty: 5057.367676
	Iteration 25Q: 3 clusters Score -2644649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2644664.750000 Penalty: 5057.367676
	Iteration 26Q: 3 clusters Score -2644665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2644677.000000 Penalty: 5057.367676
	Iteration 27Q: 3 clusters Score -2644677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2644689.000000 Penalty: 5057.367676
	Iteration 28Q: 3 clusters Score -2644689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2644698.500000 Penalty: 5057.367676
	Iteration 29Q: 3 clusters Score -2644698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2644718.000000 Penalty: 5057.367676
	Iteration 30Q: 3 clusters Score -2644718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2644727.000000 Penalty: 5057.367676
	Iteration 31Q: 3 clusters Score -2644727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2644734.750000 Penalty: 5057.367676
	Iteration 32Q: 3 clusters Score -2644735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2644746.500000 Penalty: 5057.367676
	Iteration 33Q: 3 clusters Score -2644746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2644758.500000 Penalty: 5057.367676
	Iteration 34Q: 3 clusters Score -2644758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2644768.250000 Penalty: 5057.367676
	Iteration 35Q: 3 clusters Score -2644768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2644774.750000 Penalty: 5057.367676
	Iteration 36Q: 3 clusters Score -2644775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2644787.750000 Penalty: 5057.367676
	Iteration 37Q: 3 clusters Score -2644788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2644791.000000 Penalty: 5057.367676
	Iteration 38Q: 3 clusters Score -2644791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2644798.750000 Penalty: 5057.367676
	Iteration 39Q: 3 clusters Score -2644799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2644808.000000 Penalty: 5057.367676
	Iteration 40F: 3 clusters Score -2644808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2644821.500000 Penalty: 5057.367676
	Iteration 41Q: 3 clusters Score -2644822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2644825.250000 Penalty: 5057.367676
	Iteration 42Q: 3 clusters Score -2644825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2644835.500000 Penalty: 5057.367676
	Iteration 43Q: 3 clusters Score -2644836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2644835.500000 Penalty: 5057.367676
	Iteration 44Q: 3 clusters Score -2644836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2644834.250000 Penalty: 5057.367676
	Iteration 45Q: 3 clusters Score -2644834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2644834.000000 Penalty: 5057.367676
	Iteration 46Q: 3 clusters Score -2644834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2644835.500000 Penalty: 5057.367676
	Iteration 47Q: 3 clusters Score -2644836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2644835.750000 Penalty: 5057.367676
	Iteration 48Q: 3 clusters Score -2644836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2644836.000000 Penalty: 5057.367676
	Iteration 49Q: 3 clusters Score -2644836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2644838.000000 Penalty: 5057.367676
	Iteration 50Q: 3 clusters Score -2644838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2644839.750000 Penalty: 5057.367676
	Iteration 51Q: 3 clusters Score -2644840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2644840.750000 Penalty: 5057.367676
	Iteration 52Q: 3 clusters Score -2644841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2644838.750000 Penalty: 5057.367676
	Iteration 53Q: 3 clusters Score -2644839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2644844.750000 Penalty: 5057.367676
	Iteration 54Q: 3 clusters Score -2644845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2644840.000000 Penalty: 5057.367676
	Iteration 55Q: 3 clusters Score -2644840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2644844.000000 Penalty: 5057.367676
	Iteration 56Q: 3 clusters Score -2644844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2644842.750000 Penalty: 5057.367676
	Iteration 57Q: 3 clusters Score -2644843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2644845.750000 Penalty: 5057.367676
	Iteration 58Q: 3 clusters Score -2644846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2644849.500000 Penalty: 5057.367676
	Iteration 59Q: 3 clusters Score -2644850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2644851.250000 Penalty: 5057.367676
	Iteration 60F: 3 clusters Score -2644851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2644854.000000 Penalty: 5057.367676
	Iteration 61Q: 3 clusters Score -2644854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2644861.500000 Penalty: 5057.367676
	Iteration 62Q: 3 clusters Score -2644862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2644859.250000 Penalty: 5057.367676
	Iteration 63Q: 3 clusters Score -2644859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2644856.250000 Penalty: 5057.367676
	Iteration 64Q: 3 clusters Score -2644856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2644871.000000 Penalty: 5057.367676
	Iteration 65Q: 3 clusters Score -2644871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2644867.000000 Penalty: 5057.367676
	Iteration 66Q: 3 clusters Score -2644867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2644869.500000 Penalty: 5057.367676
	Iteration 67Q: 3 clusters Score -2644870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2644877.000000 Penalty: 5057.367676
	Iteration 68Q: 3 clusters Score -2644877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2644881.750000 Penalty: 5057.367676
	Iteration 69Q: 3 clusters Score -2644882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2644892.250000 Penalty: 5057.367676
	Iteration 70Q: 3 clusters Score -2644892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2644891.500000 Penalty: 5057.367676
	Iteration 71Q: 3 clusters Score -2644892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2644893.500000 Penalty: 5057.367676
	Iteration 72Q: 3 clusters Score -2644894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2644893.000000 Penalty: 5057.367676
	Iteration 73Q: 3 clusters Score -2644893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2644899.750000 Penalty: 5057.367676
	Iteration 74Q: 3 clusters Score -2644900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2644900.000000 Penalty: 5057.367676
	Iteration 75Q: 3 clusters Score -2644900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2644904.500000 Penalty: 5057.367676
	Iteration 76Q: 3 clusters Score -2644904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2644908.500000 Penalty: 5057.367676
	Iteration 77Q: 3 clusters Score -2644908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2644907.250000 Penalty: 5057.367676
	Iteration 78Q: 3 clusters Score -2644907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2644910.500000 Penalty: 5057.367676
	Iteration 79Q: 3 clusters Score -2644910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2644915.750000 Penalty: 5057.367676
	Iteration 80F: 3 clusters Score -2644916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2644916.000000 Penalty: 5057.367676
	Iteration 81Q: 3 clusters Score -2644916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2644917.500000 Penalty: 5057.367676
	Iteration 82Q: 3 clusters Score -2644918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2644911.250000 Penalty: 5057.367676
	Iteration 83Q: 3 clusters Score -2644911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2644918.500000 Penalty: 5057.367676
	Iteration 84Q: 3 clusters Score -2644918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2644920.750000 Penalty: 5057.367676
	Iteration 85Q: 3 clusters Score -2644921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2644922.500000 Penalty: 5057.367676
	Iteration 86Q: 3 clusters Score -2644922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2644922.250000 Penalty: 5057.367676
	Iteration 87Q: 3 clusters Score -2644922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2644922.000000 Penalty: 5057.367676
	Iteration 88Q: 3 clusters Score -2644922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2644917.750000 Penalty: 5057.367676
	Iteration 89Q: 3 clusters Score -2644918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2644921.500000 Penalty: 5057.367676
	Iteration 90Q: 3 clusters Score -2644922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2644921.250000 Penalty: 5057.367676
	Iteration 91Q: 3 clusters Score -2644921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2644925.250000 Penalty: 5057.367676
	Iteration 92Q: 3 clusters Score -2644925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2644924.000000 Penalty: 5057.367676
	Iteration 93Q: 3 clusters Score -2644924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2644923.500000 Penalty: 5057.367676
	Iteration 94Q: 3 clusters Score -2644924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2644923.500000 Penalty: 5057.367676
	Iteration 95F: 3 clusters Score -2644924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Entering Unmasked Estep 
Score: -2535289.000000 Penalty: 2536.937012
	Iteration 0F: 2 clusters Score -2535289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2516209.250000 Penalty: 5073.874023
	Iteration 0F: 3 clusters Score -2516209 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2524083.500000 Penalty: 5073.874023
	Iteration 1F: 3 clusters Score -2524084 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2526329.250000 Penalty: 5073.874023
	Iteration 2F: 3 clusters Score -2526329 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2529787.500000 Penalty: 5073.874023
	Iteration 3F: 3 clusters Score -2529788 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2533817.500000 Penalty: 5073.874023
	Iteration 4F: 3 clusters Score -2533818 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2536661.750000 Penalty: 5073.874023
	Iteration 5F: 3 clusters Score -2536662 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2538177.250000 Penalty: 5073.874023
	Iteration 6F: 3 clusters Score -2538177 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2539044.750000 Penalty: 5073.874023
	Iteration 7Q: 3 clusters Score -2539045 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2539470.000000 Penalty: 5073.874023
	Iteration 8Q: 3 clusters Score -2539470 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2539657.750000 Penalty: 5073.874023
	Iteration 9Q: 3 clusters Score -2539658 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2539763.250000 Penalty: 5073.874023
	Iteration 10Q: 3 clusters Score -2539763 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2539822.500000 Penalty: 5073.874023
	Iteration 11Q: 3 clusters Score -2539822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2539885.250000 Penalty: 5073.874023
	Iteration 12Q: 3 clusters Score -2539885 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2539936.750000 Penalty: 5073.874023
	Iteration 13Q: 3 clusters Score -2539937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2539963.000000 Penalty: 5073.874023
	Iteration 14Q: 3 clusters Score -2539963 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2539981.750000 Penalty: 5073.874023
	Iteration 15Q: 3 clusters Score -2539982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2539995.500000 Penalty: 5073.874023
	Iteration 16Q: 3 clusters Score -2539996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2540007.750000 Penalty: 5073.874023
	Iteration 17Q: 3 clusters Score -2540008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2540012.750000 Penalty: 5073.874023
	Iteration 18Q: 3 clusters Score -2540013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2540029.750000 Penalty: 5073.874023
	Iteration 19Q: 3 clusters Score -2540030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2540041.250000 Penalty: 5073.874023
	Iteration 20F: 3 clusters Score -2540041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2540046.750000 Penalty: 5073.874023
	Iteration 21Q: 3 clusters Score -2540047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2540055.250000 Penalty: 5073.874023
	Iteration 22Q: 3 clusters Score -2540055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2540072.250000 Penalty: 5073.874023
	Iteration 23Q: 3 clusters Score -2540072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2540078.000000 Penalty: 5073.874023
	Iteration 24Q: 3 clusters Score -2540078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2540083.500000 Penalty: 5073.874023
	Iteration 25Q: 3 clusters Score -2540084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2540095.250000 Penalty: 5073.874023
	Iteration 26Q: 3 clusters Score -2540095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2540095.750000 Penalty: 5073.874023
	Iteration 27Q: 3 clusters Score -2540096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2540105.750000 Penalty: 5073.874023
	Iteration 28Q: 3 clusters Score -2540106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2540113.500000 Penalty: 5073.874023
	Iteration 29Q: 3 clusters Score -2540114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2540114.000000 Penalty: 5073.874023
	Iteration 30Q: 3 clusters Score -2540114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2540118.250000 Penalty: 5073.874023
	Iteration 31Q: 3 clusters Score -2540118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2540122.250000 Penalty: 5073.874023
	Iteration 32Q: 3 clusters Score -2540122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2540124.000000 Penalty: 5073.874023
	Iteration 33Q: 3 clusters Score -2540124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2540130.250000 Penalty: 5073.874023
	Iteration 34Q: 3 clusters Score -2540130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2540133.500000 Penalty: 5073.874023
	Iteration 35Q: 3 clusters Score -2540134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2540143.500000 Penalty: 5073.874023
	Iteration 36Q: 3 clusters Score -2540144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2540152.250000 Penalty: 5073.874023
	Iteration 37Q: 3 clusters Score -2540152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2540162.750000 Penalty: 5073.874023
	Iteration 38Q: 3 clusters Score -2540163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2540163.250000 Penalty: 5073.874023
	Iteration 39Q: 3 clusters Score -2540163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2540169.000000 Penalty: 5073.874023
	Iteration 40F: 3 clusters Score -2540169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2540166.500000 Penalty: 5073.874023
	Iteration 41Q: 3 clusters Score -2540166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2540171.250000 Penalty: 5073.874023
	Iteration 42Q: 3 clusters Score -2540171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2540171.750000 Penalty: 5073.874023
	Iteration 43Q: 3 clusters Score -2540172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2540170.250000 Penalty: 5073.874023
	Iteration 44Q: 3 clusters Score -2540170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2540171.500000 Penalty: 5073.874023
	Iteration 45Q: 3 clusters Score -2540172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2540169.500000 Penalty: 5073.874023
	Iteration 46Q: 3 clusters Score -2540170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2540167.000000 Penalty: 5073.874023
	Iteration 47Q: 3 clusters Score -2540167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2540166.500000 Penalty: 5073.874023
	Iteration 48Q: 3 clusters Score -2540166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2540179.500000 Penalty: 5073.874023
	Iteration 49Q: 3 clusters Score -2540180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2540180.000000 Penalty: 5073.874023
	Iteration 50Q: 3 clusters Score -2540180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2540194.000000 Penalty: 5073.874023
	Iteration 51Q: 3 clusters Score -2540194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2540186.000000 Penalty: 5073.874023
	Iteration 52Q: 3 clusters Score -2540186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2540193.500000 Penalty: 5073.874023
	Iteration 53Q: 3 clusters Score -2540194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2540194.500000 Penalty: 5073.874023
	Iteration 54Q: 3 clusters Score -2540194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2540198.250000 Penalty: 5073.874023
	Iteration 55Q: 3 clusters Score -2540198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2540197.500000 Penalty: 5073.874023
	Iteration 56Q: 3 clusters Score -2540198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2540196.000000 Penalty: 5073.874023
	Iteration 57Q: 3 clusters Score -2540196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2540203.500000 Penalty: 5073.874023
	Iteration 58Q: 3 clusters Score -2540204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2540200.750000 Penalty: 5073.874023
	Iteration 59Q: 3 clusters Score -2540201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2540201.250000 Penalty: 5073.874023
	Iteration 60F: 3 clusters Score -2540201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2540196.250000 Penalty: 5073.874023
	Iteration 61Q: 3 clusters Score -2540196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2540196.500000 Penalty: 5073.874023
	Iteration 62Q: 3 clusters Score -2540196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2540196.750000 Penalty: 5073.874023
	Iteration 63Q: 3 clusters Score -2540197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2540196.000000 Penalty: 5073.874023
	Iteration 64Q: 3 clusters Score -2540196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2540196.000000 Penalty: 5073.874023
	Iteration 65Q: 3 clusters Score -2540196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2540194.250000 Penalty: 5073.874023
	Iteration 66Q: 3 clusters Score -2540194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2540194.250000 Penalty: 5073.874023
	Iteration 67F: 3 clusters Score -2540194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 6209 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Entering Unmasked Estep 
Score: -58761008.000000 Penalty: 72824.398438
Splitting cluster 7 changes total score from -58716980.000000 to -58761008.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -478929.031250 Penalty: 2165.971191
	Iteration 0F: 2 clusters Score -478929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -473870.187500 Penalty: 4331.942383
	Iteration 0F: 3 clusters Score -473870.2 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -476784.750000 Penalty: 4331.942383
	Iteration 1F: 3 clusters Score -476784.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -478690.687500 Penalty: 4331.942383
	Iteration 2F: 3 clusters Score -478690.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -480377.062500 Penalty: 4331.942383
	Iteration 3F: 3 clusters Score -480377.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -481412.625000 Penalty: 4331.942383
	Iteration 4F: 3 clusters Score -481412.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -481767.406250 Penalty: 4331.942383
	Iteration 5F: 3 clusters Score -481767.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -481937.375000 Penalty: 4331.942383
	Iteration 6Q: 3 clusters Score -481937.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -482007.218750 Penalty: 4331.942383
	Iteration 7Q: 3 clusters Score -482007.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -482048.687500 Penalty: 4331.942383
	Iteration 8Q: 3 clusters Score -482048.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -482077.031250 Penalty: 4331.942383
	Iteration 9Q: 3 clusters Score -482077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -482102.750000 Penalty: 4331.942383
	Iteration 10Q: 3 clusters Score -482102.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -482124.562500 Penalty: 4331.942383
	Iteration 11Q: 3 clusters Score -482124.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -482135.812500 Penalty: 4331.942383
	Iteration 12Q: 3 clusters Score -482135.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -482148.875000 Penalty: 4331.942383
	Iteration 13Q: 3 clusters Score -482148.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -482178.375000 Penalty: 4331.942383
	Iteration 14Q: 3 clusters Score -482178.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -482236.531250 Penalty: 4331.942383
	Iteration 15Q: 3 clusters Score -482236.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -482361.906250 Penalty: 4331.942383
	Iteration 16Q: 3 clusters Score -482361.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -482539.312500 Penalty: 4331.942383
	Iteration 17Q: 3 clusters Score -482539.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -482710.531250 Penalty: 4331.942383
	Iteration 18Q: 3 clusters Score -482710.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -482956.156250 Penalty: 4331.942383
	Iteration 19Q: 3 clusters Score -482956.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -483150.562500 Penalty: 4331.942383
	Iteration 20F: 3 clusters Score -483150.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -483242.406250 Penalty: 4331.942383
	Iteration 21Q: 3 clusters Score -483242.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -483296.687500 Penalty: 4331.942383
	Iteration 22Q: 3 clusters Score -483296.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -483328.531250 Penalty: 4331.942383
	Iteration 23Q: 3 clusters Score -483328.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -483352.281250 Penalty: 4331.942383
	Iteration 24Q: 3 clusters Score -483352.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -483366.000000 Penalty: 4331.942383
	Iteration 25Q: 3 clusters Score -483366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -483385.937500 Penalty: 4331.942383
	Iteration 26Q: 3 clusters Score -483385.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -483399.625000 Penalty: 4331.942383
	Iteration 27Q: 3 clusters Score -483399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -483408.625000 Penalty: 4331.942383
	Iteration 28Q: 3 clusters Score -483408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -483413.468750 Penalty: 4331.942383
	Iteration 29Q: 3 clusters Score -483413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -483417.093750 Penalty: 4331.942383
	Iteration 30Q: 3 clusters Score -483417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -483418.437500 Penalty: 4331.942383
	Iteration 31Q: 3 clusters Score -483418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -483419.000000 Penalty: 4331.942383
	Iteration 32Q: 3 clusters Score -483419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -483419.562500 Penalty: 4331.942383
	Iteration 33Q: 3 clusters Score -483419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -483419.562500 Penalty: 4331.942383
	Iteration 34F: 3 clusters Score -483419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Entering Unmasked Estep 
Score: -58764296.000000 Penalty: 76134.593750
Splitting cluster 8 changes total score from -58716980.000000 to -58764296.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (41638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Entering Unmasked Estep 
Score: -4135324.500000 Penalty: 2637.918457
	Iteration 0F: 2 clusters Score -4135324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4107325.500000 Penalty: 5275.836914
	Iteration 0F: 3 clusters Score -4107326 nChanged 18946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4117604.000000 Penalty: 5275.836914
	Iteration 1F: 3 clusters Score -4117604 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4118408.250000 Penalty: 5275.836914
	Iteration 2Q: 3 clusters Score -4118408 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4119427.000000 Penalty: 5275.836914
	Iteration 3F: 3 clusters Score -4119427 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -4120739.500000 Penalty: 5275.836914
	Iteration 4F: 3 clusters Score -4120740 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4122292.500000 Penalty: 5275.836914
	Iteration 5F: 3 clusters Score -4122292 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4123815.250000 Penalty: 5275.836914
	Iteration 6F: 3 clusters Score -4123815 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4125135.250000 Penalty: 5275.836914
	Iteration 7F: 3 clusters Score -4125135 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4126126.000000 Penalty: 5275.836914
	Iteration 8F: 3 clusters Score -4126126 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4126807.000000 Penalty: 5275.836914
	Iteration 9Q: 3 clusters Score -4126807 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4127336.750000 Penalty: 5275.836914
	Iteration 10Q: 3 clusters Score -4127337 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4127771.750000 Penalty: 5275.836914
	Iteration 11Q: 3 clusters Score -4127772 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4128186.000000 Penalty: 5275.836914
	Iteration 12Q: 3 clusters Score -4128186 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4128668.000000 Penalty: 5275.836914
	Iteration 13Q: 3 clusters Score -4128668 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4129193.250000 Penalty: 5275.836914
	Iteration 14Q: 3 clusters Score -4129193 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4129761.000000 Penalty: 5275.836914
	Iteration 15Q: 3 clusters Score -4129761 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4130250.000000 Penalty: 5275.836914
	Iteration 16Q: 3 clusters Score -4130250 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4130651.250000 Penalty: 5275.836914
	Iteration 17Q: 3 clusters Score -4130651 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4130915.500000 Penalty: 5275.836914
	Iteration 18Q: 3 clusters Score -4130916 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4131133.000000 Penalty: 5275.836914
	Iteration 19Q: 3 clusters Score -4131133 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -4131401.250000 Penalty: 5275.836914
	Iteration 20F: 3 clusters Score -4131401 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4131617.500000 Penalty: 5275.836914
	Iteration 21Q: 3 clusters Score -4131618 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4131775.750000 Penalty: 5275.836914
	Iteration 22Q: 3 clusters Score -4131776 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4131932.000000 Penalty: 5275.836914
	Iteration 23Q: 3 clusters Score -4131932 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4132048.500000 Penalty: 5275.836914
	Iteration 24Q: 3 clusters Score -4132048 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4132161.250000 Penalty: 5275.836914
	Iteration 25Q: 3 clusters Score -4132161 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4132291.750000 Penalty: 5275.836914
	Iteration 26Q: 3 clusters Score -4132292 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4132376.000000 Penalty: 5275.836914
	Iteration 27Q: 3 clusters Score -4132376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4132457.250000 Penalty: 5275.836914
	Iteration 28Q: 3 clusters Score -4132457 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4132530.000000 Penalty: 5275.836914
	Iteration 29Q: 3 clusters Score -4132530 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4132593.750000 Penalty: 5275.836914
	Iteration 30Q: 3 clusters Score -4132594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4132661.750000 Penalty: 5275.836914
	Iteration 31Q: 3 clusters Score -4132662 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4132697.250000 Penalty: 5275.836914
	Iteration 32Q: 3 clusters Score -4132697 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4132751.000000 Penalty: 5275.836914
	Iteration 33Q: 3 clusters Score -4132751 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4132796.750000 Penalty: 5275.836914
	Iteration 34Q: 3 clusters Score -4132797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4132809.750000 Penalty: 5275.836914
	Iteration 35Q: 3 clusters Score -4132810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4132830.000000 Penalty: 5275.836914
	Iteration 36Q: 3 clusters Score -4132830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4132857.000000 Penalty: 5275.836914
	Iteration 37Q: 3 clusters Score -4132857 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4132895.750000 Penalty: 5275.836914
	Iteration 38Q: 3 clusters Score -4132896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4132914.500000 Penalty: 5275.836914
	Iteration 39Q: 3 clusters Score -4132914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4132931.250000 Penalty: 5275.836914
	Iteration 40F: 3 clusters Score -4132931 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4132960.000000 Penalty: 5275.836914
	Iteration 41Q: 3 clusters Score -4132960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4132996.750000 Penalty: 5275.836914
	Iteration 42Q: 3 clusters Score -4132997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4133014.500000 Penalty: 5275.836914
	Iteration 43Q: 3 clusters Score -4133014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4133017.250000 Penalty: 5275.836914
	Iteration 44Q: 3 clusters Score -4133017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4133052.500000 Penalty: 5275.836914
	Iteration 45Q: 3 clusters Score -4133052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4133088.000000 Penalty: 5275.836914
	Iteration 46Q: 3 clusters Score -4133088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4133112.500000 Penalty: 5275.836914
	Iteration 47Q: 3 clusters Score -4133112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4133129.250000 Penalty: 5275.836914
	Iteration 48Q: 3 clusters Score -4133129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4133139.750000 Penalty: 5275.836914
	Iteration 49Q: 3 clusters Score -4133140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4133156.000000 Penalty: 5275.836914
	Iteration 50Q: 3 clusters Score -4133156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4133168.500000 Penalty: 5275.836914
	Iteration 51Q: 3 clusters Score -4133168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4133179.250000 Penalty: 5275.836914
	Iteration 52Q: 3 clusters Score -4133179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4133193.250000 Penalty: 5275.836914
	Iteration 53Q: 3 clusters Score -4133193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4133194.000000 Penalty: 5275.836914
	Iteration 54Q: 3 clusters Score -4133194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4133209.500000 Penalty: 5275.836914
	Iteration 55Q: 3 clusters Score -4133210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4133212.750000 Penalty: 5275.836914
	Iteration 56Q: 3 clusters Score -4133213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4133213.500000 Penalty: 5275.836914
	Iteration 57Q: 3 clusters Score -4133214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4133211.000000 Penalty: 5275.836914
	Iteration 58Q: 3 clusters Score -4133211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4133210.000000 Penalty: 5275.836914
	Iteration 59Q: 3 clusters Score -4133210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4133212.750000 Penalty: 5275.836914
	Iteration 60F: 3 clusters Score -4133213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4133210.750000 Penalty: 5275.836914
	Iteration 61Q: 3 clusters Score -4133211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4133216.250000 Penalty: 5275.836914
	Iteration 62Q: 3 clusters Score -4133216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4133226.250000 Penalty: 5275.836914
	Iteration 63Q: 3 clusters Score -4133226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4133223.500000 Penalty: 5275.836914
	Iteration 64Q: 3 clusters Score -4133224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4133231.750000 Penalty: 5275.836914
	Iteration 65Q: 3 clusters Score -4133232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4133234.750000 Penalty: 5275.836914
	Iteration 66Q: 3 clusters Score -4133235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4133241.250000 Penalty: 5275.836914
	Iteration 67Q: 3 clusters Score -4133241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4133242.750000 Penalty: 5275.836914
	Iteration 68Q: 3 clusters Score -4133243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4133244.500000 Penalty: 5275.836914
	Iteration 69Q: 3 clusters Score -4133244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4133247.750000 Penalty: 5275.836914
	Iteration 70Q: 3 clusters Score -4133248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4133252.000000 Penalty: 5275.836914
	Iteration 71Q: 3 clusters Score -4133252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4133249.000000 Penalty: 5275.836914
	Iteration 72Q: 3 clusters Score -4133249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4133250.000000 Penalty: 5275.836914
	Iteration 73Q: 3 clusters Score -4133250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4133258.500000 Penalty: 5275.836914
	Iteration 74Q: 3 clusters Score -4133258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4133256.500000 Penalty: 5275.836914
	Iteration 75Q: 3 clusters Score -4133256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4133258.000000 Penalty: 5275.836914
	Iteration 76Q: 3 clusters Score -4133258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4133258.000000 Penalty: 5275.836914
	Iteration 77F: 3 clusters Score -4133258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Entering Unmasked Estep 
Score: -1066141.500000 Penalty: 2326.866699
	Iteration 0F: 2 clusters Score -1066142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1057303.125000 Penalty: 4653.733398
	Iteration 0F: 3 clusters Score -1057303 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1060835.250000 Penalty: 4653.733398
	Iteration 1F: 3 clusters Score -1060835 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1062710.000000 Penalty: 4653.733398
	Iteration 2F: 3 clusters Score -1062710 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1065098.250000 Penalty: 4653.733398
	Iteration 3F: 3 clusters Score -1065098 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1067537.500000 Penalty: 4653.733398
	Iteration 4F: 3 clusters Score -1067538 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1068970.750000 Penalty: 4653.733398
	Iteration 5F: 3 clusters Score -1068971 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1069477.875000 Penalty: 4653.733398
	Iteration 6Q: 3 clusters Score -1069478 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1069675.375000 Penalty: 4653.733398
	Iteration 7Q: 3 clusters Score -1069675 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1069755.750000 Penalty: 4653.733398
	Iteration 8Q: 3 clusters Score -1069756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1069801.750000 Penalty: 4653.733398
	Iteration 9Q: 3 clusters Score -1069802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1069822.625000 Penalty: 4653.733398
	Iteration 10Q: 3 clusters Score -1069823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1069835.250000 Penalty: 4653.733398
	Iteration 11Q: 3 clusters Score -1069835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1069843.500000 Penalty: 4653.733398
	Iteration 12Q: 3 clusters Score -1069844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1069850.250000 Penalty: 4653.733398
	Iteration 13Q: 3 clusters Score -1069850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1069853.125000 Penalty: 4653.733398
	Iteration 14Q: 3 clusters Score -1069853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1069856.750000 Penalty: 4653.733398
	Iteration 15Q: 3 clusters Score -1069857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1069858.500000 Penalty: 4653.733398
	Iteration 16Q: 3 clusters Score -1069858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1069859.000000 Penalty: 4653.733398
	Iteration 17Q: 3 clusters Score -1069859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1069859.750000 Penalty: 4653.733398
	Iteration 18Q: 3 clusters Score -1069860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1069858.375000 Penalty: 4653.733398
	Iteration 19Q: 3 clusters Score -1069858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1069860.000000 Penalty: 4653.733398
	Iteration 20F: 3 clusters Score -1069860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1069860.250000 Penalty: 4653.733398
	Iteration 21Q: 3 clusters Score -1069860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1069859.875000 Penalty: 4653.733398
	Iteration 22Q: 3 clusters Score -1069860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1069860.375000 Penalty: 4653.733398
	Iteration 23Q: 3 clusters Score -1069860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1069861.000000 Penalty: 4653.733398
	Iteration 24Q: 3 clusters Score -1069861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1069862.375000 Penalty: 4653.733398
	Iteration 25Q: 3 clusters Score -1069862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1069863.125000 Penalty: 4653.733398
	Iteration 26Q: 3 clusters Score -1069863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1069863.875000 Penalty: 4653.733398
	Iteration 27Q: 3 clusters Score -1069864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1069863.250000 Penalty: 4653.733398
	Iteration 28Q: 3 clusters Score -1069863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1069865.750000 Penalty: 4653.733398
	Iteration 29Q: 3 clusters Score -1069866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1069865.875000 Penalty: 4653.733398
	Iteration 30Q: 3 clusters Score -1069866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1069865.375000 Penalty: 4653.733398
	Iteration 31Q: 3 clusters Score -1069865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1069866.000000 Penalty: 4653.733398
	Iteration 32Q: 3 clusters Score -1069866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1069866.625000 Penalty: 4653.733398
	Iteration 33Q: 3 clusters Score -1069867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1069865.625000 Penalty: 4653.733398
	Iteration 34Q: 3 clusters Score -1069866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1069865.625000 Penalty: 4653.733398
	Iteration 35F: 3 clusters Score -1069866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Entering Unmasked Estep 
Score: -58767184.000000 Penalty: 79444.796875
Splitting cluster 10 changes total score from -58716980.000000 to -58767184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (49886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Entering Unmasked Estep 
Score: -4911120.000000 Penalty: 2682.738770
	Iteration 0F: 2 clusters Score -4911120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4877430.500000 Penalty: 5365.477539
	Iteration 0F: 3 clusters Score -4877430 nChanged 23155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4891221.500000 Penalty: 5365.477539
	Iteration 1F: 3 clusters Score -4891222 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4893438.000000 Penalty: 5365.477539
	Iteration 2F: 3 clusters Score -4893438 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -4896490.500000 Penalty: 5365.477539
	Iteration 3F: 3 clusters Score -4896490 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4900012.500000 Penalty: 5365.477539
	Iteration 4F: 3 clusters Score -4900012 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4903436.500000 Penalty: 5365.477539
	Iteration 5F: 3 clusters Score -4903436 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4906234.000000 Penalty: 5365.477539
	Iteration 6F: 3 clusters Score -4906234 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4908173.500000 Penalty: 5365.477539
	Iteration 7F: 3 clusters Score -4908174 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4909182.000000 Penalty: 5365.477539
	Iteration 8Q: 3 clusters Score -4909182 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4909751.000000 Penalty: 5365.477539
	Iteration 9Q: 3 clusters Score -4909751 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4910055.500000 Penalty: 5365.477539
	Iteration 10Q: 3 clusters Score -4910056 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4910303.500000 Penalty: 5365.477539
	Iteration 11Q: 3 clusters Score -4910304 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4910478.000000 Penalty: 5365.477539
	Iteration 12Q: 3 clusters Score -4910478 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4910611.000000 Penalty: 5365.477539
	Iteration 13Q: 3 clusters Score -4910611 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4910710.500000 Penalty: 5365.477539
	Iteration 14Q: 3 clusters Score -4910710 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4910805.500000 Penalty: 5365.477539
	Iteration 15Q: 3 clusters Score -4910806 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4910877.500000 Penalty: 5365.477539
	Iteration 16Q: 3 clusters Score -4910878 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4910964.000000 Penalty: 5365.477539
	Iteration 17Q: 3 clusters Score -4910964 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4911051.500000 Penalty: 5365.477539
	Iteration 18Q: 3 clusters Score -4911052 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4911135.500000 Penalty: 5365.477539
	Iteration 19Q: 3 clusters Score -4911136 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4911222.500000 Penalty: 5365.477539
	Iteration 20F: 3 clusters Score -4911222 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -4911299.500000 Penalty: 5365.477539
	Iteration 21Q: 3 clusters Score -4911300 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -4911368.500000 Penalty: 5365.477539
	Iteration 22Q: 3 clusters Score -4911368 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4911444.000000 Penalty: 5365.477539
	Iteration 23Q: 3 clusters Score -4911444 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -4911521.500000 Penalty: 5365.477539
	Iteration 24Q: 3 clusters Score -4911522 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -4911600.500000 Penalty: 5365.477539
	Iteration 25Q: 3 clusters Score -4911600 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -4911683.500000 Penalty: 5365.477539
	Iteration 26Q: 3 clusters Score -4911684 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -4911768.000000 Penalty: 5365.477539
	Iteration 27Q: 3 clusters Score -4911768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -4911823.500000 Penalty: 5365.477539
	Iteration 28Q: 3 clusters Score -4911824 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -4911893.000000 Penalty: 5365.477539
	Iteration 29Q: 3 clusters Score -4911893 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -4911944.500000 Penalty: 5365.477539
	Iteration 30Q: 3 clusters Score -4911944 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -4911968.500000 Penalty: 5365.477539
	Iteration 31Q: 3 clusters Score -4911968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4912024.000000 Penalty: 5365.477539
	Iteration 32Q: 3 clusters Score -4912024 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -4912065.000000 Penalty: 5365.477539
	Iteration 33Q: 3 clusters Score -4912065 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -4912067.500000 Penalty: 5365.477539
	Iteration 34Q: 3 clusters Score -4912068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -4912078.000000 Penalty: 5365.477539
	Iteration 35Q: 3 clusters Score -4912078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -4912094.500000 Penalty: 5365.477539
	Iteration 36Q: 3 clusters Score -4912094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -4912114.500000 Penalty: 5365.477539
	Iteration 37Q: 3 clusters Score -4912114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -4912125.500000 Penalty: 5365.477539
	Iteration 38Q: 3 clusters Score -4912126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -4912129.500000 Penalty: 5365.477539
	Iteration 39Q: 3 clusters Score -4912130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -4912131.000000 Penalty: 5365.477539
	Iteration 40F: 3 clusters Score -4912131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -4912137.000000 Penalty: 5365.477539
	Iteration 41Q: 3 clusters Score -4912137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -4912152.500000 Penalty: 5365.477539
	Iteration 42Q: 3 clusters Score -4912152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -4912150.000000 Penalty: 5365.477539
	Iteration 43Q: 3 clusters Score -4912150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -4912149.500000 Penalty: 5365.477539
	Iteration 44Q: 3 clusters Score -4912150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -4912147.000000 Penalty: 5365.477539
	Iteration 45Q: 3 clusters Score -4912147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -4912161.000000 Penalty: 5365.477539
	Iteration 46Q: 3 clusters Score -4912161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -4912163.000000 Penalty: 5365.477539
	Iteration 47Q: 3 clusters Score -4912163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -4912164.000000 Penalty: 5365.477539
	Iteration 48Q: 3 clusters Score -4912164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -4912168.000000 Penalty: 5365.477539
	Iteration 49Q: 3 clusters Score -4912168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -4912166.000000 Penalty: 5365.477539
	Iteration 50Q: 3 clusters Score -4912166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -4912175.500000 Penalty: 5365.477539
	Iteration 51Q: 3 clusters Score -4912176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -4912174.000000 Penalty: 5365.477539
	Iteration 52Q: 3 clusters Score -4912174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -4912175.500000 Penalty: 5365.477539
	Iteration 53Q: 3 clusters Score -4912176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4912180.000000 Penalty: 5365.477539
	Iteration 54Q: 3 clusters Score -4912180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -4912185.500000 Penalty: 5365.477539
	Iteration 55Q: 3 clusters Score -4912186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -4912186.500000 Penalty: 5365.477539
	Iteration 56Q: 3 clusters Score -4912186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -4912184.500000 Penalty: 5365.477539
	Iteration 57Q: 3 clusters Score -4912184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -4912187.500000 Penalty: 5365.477539
	Iteration 58Q: 3 clusters Score -4912188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -4912191.000000 Penalty: 5365.477539
	Iteration 59Q: 3 clusters Score -4912191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -4912192.500000 Penalty: 5365.477539
	Iteration 60F: 3 clusters Score -4912192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -4912187.000000 Penalty: 5365.477539
	Iteration 61Q: 3 clusters Score -4912187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -4912187.500000 Penalty: 5365.477539
	Iteration 62Q: 3 clusters Score -4912188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -4912185.500000 Penalty: 5365.477539
	Iteration 63Q: 3 clusters Score -4912186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -4912188.500000 Penalty: 5365.477539
	Iteration 64Q: 3 clusters Score -4912188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -4912186.500000 Penalty: 5365.477539
	Iteration 65Q: 3 clusters Score -4912186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -4912192.500000 Penalty: 5365.477539
	Iteration 66Q: 3 clusters Score -4912192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -4912193.500000 Penalty: 5365.477539
	Iteration 67Q: 3 clusters Score -4912194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -4912193.500000 Penalty: 5365.477539
	Iteration 68F: 3 clusters Score -4912194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 44442 members 
Entering Unmasked Estep 
Score: -58767520.000000 Penalty: 82754.992188
Splitting cluster 11 changes total score from -58716980.000000 to -58767520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (12934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Entering Unmasked Estep 
Score: -1146922.625000 Penalty: 2347.968506
	Iteration 0F: 2 clusters Score -1146923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1137404.250000 Penalty: 4695.937012
	Iteration 0F: 3 clusters Score -1137404 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1141072.000000 Penalty: 4695.937012
	Iteration 1F: 3 clusters Score -1141072 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1142862.750000 Penalty: 4695.937012
	Iteration 2F: 3 clusters Score -1142863 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1144842.125000 Penalty: 4695.937012
	Iteration 3F: 3 clusters Score -1144842 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1146215.750000 Penalty: 4695.937012
	Iteration 4F: 3 clusters Score -1146216 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1147040.625000 Penalty: 4695.937012
	Iteration 5F: 3 clusters Score -1147041 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1147536.250000 Penalty: 4695.937012
	Iteration 6Q: 3 clusters Score -1147536 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1147865.625000 Penalty: 4695.937012
	Iteration 7Q: 3 clusters Score -1147866 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1148109.875000 Penalty: 4695.937012
	Iteration 8Q: 3 clusters Score -1148110 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1148333.750000 Penalty: 4695.937012
	Iteration 9Q: 3 clusters Score -1148334 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1148496.875000 Penalty: 4695.937012
	Iteration 10Q: 3 clusters Score -1148497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1148606.750000 Penalty: 4695.937012
	Iteration 11Q: 3 clusters Score -1148607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1148694.375000 Penalty: 4695.937012
	Iteration 12Q: 3 clusters Score -1148694 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1148771.125000 Penalty: 4695.937012
	Iteration 13Q: 3 clusters Score -1148771 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1148832.000000 Penalty: 4695.937012
	Iteration 14Q: 3 clusters Score -1148832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1148891.625000 Penalty: 4695.937012
	Iteration 15Q: 3 clusters Score -1148892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1148929.250000 Penalty: 4695.937012
	Iteration 16Q: 3 clusters Score -1148929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1148960.000000 Penalty: 4695.937012
	Iteration 17Q: 3 clusters Score -1148960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1148981.375000 Penalty: 4695.937012
	Iteration 18Q: 3 clusters Score -1148981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1148997.625000 Penalty: 4695.937012
	Iteration 19Q: 3 clusters Score -1148998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1149028.000000 Penalty: 4695.937012
	Iteration 20F: 3 clusters Score -1149028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1149058.750000 Penalty: 4695.937012
	Iteration 21Q: 3 clusters Score -1149059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1149082.000000 Penalty: 4695.937012
	Iteration 22Q: 3 clusters Score -1149082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1149102.000000 Penalty: 4695.937012
	Iteration 23Q: 3 clusters Score -1149102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1149115.000000 Penalty: 4695.937012
	Iteration 24Q: 3 clusters Score -1149115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1149129.625000 Penalty: 4695.937012
	Iteration 25Q: 3 clusters Score -1149130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1149139.500000 Penalty: 4695.937012
	Iteration 26Q: 3 clusters Score -1149140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1149145.750000 Penalty: 4695.937012
	Iteration 27Q: 3 clusters Score -1149146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1149152.500000 Penalty: 4695.937012
	Iteration 28Q: 3 clusters Score -1149152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1149154.250000 Penalty: 4695.937012
	Iteration 29Q: 3 clusters Score -1149154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1149162.250000 Penalty: 4695.937012
	Iteration 30Q: 3 clusters Score -1149162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1149167.000000 Penalty: 4695.937012
	Iteration 31Q: 3 clusters Score -1149167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1149174.125000 Penalty: 4695.937012
	Iteration 32Q: 3 clusters Score -1149174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1149176.125000 Penalty: 4695.937012
	Iteration 33Q: 3 clusters Score -1149176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1149178.250000 Penalty: 4695.937012
	Iteration 34Q: 3 clusters Score -1149178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1149178.500000 Penalty: 4695.937012
	Iteration 35Q: 3 clusters Score -1149178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1149180.500000 Penalty: 4695.937012
	Iteration 36Q: 3 clusters Score -1149180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1149181.000000 Penalty: 4695.937012
	Iteration 37Q: 3 clusters Score -1149181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1149183.375000 Penalty: 4695.937012
	Iteration 38Q: 3 clusters Score -1149183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1149185.000000 Penalty: 4695.937012
	Iteration 39Q: 3 clusters Score -1149185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1149184.000000 Penalty: 4695.937012
	Iteration 40F: 3 clusters Score -1149184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 44442 members 
Mstep: Class 26 contains 8388 members 
Entering Unmasked Estep 
Score: -58768896.000000 Penalty: 86065.195312
Splitting cluster 12 changes total score from -58716980.000000 to -58768896.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (18058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Entering Unmasked Estep 
Score: -1685745.000000 Penalty: 2430.733398
	Iteration 0F: 2 clusters Score -1685745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1673211.375000 Penalty: 4861.466797
	Iteration 0F: 3 clusters Score -1673211 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1678915.375000 Penalty: 4861.466797
	Iteration 1F: 3 clusters Score -1678915 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1681181.125000 Penalty: 4861.466797
	Iteration 2F: 3 clusters Score -1681181 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1683117.375000 Penalty: 4861.466797
	Iteration 3F: 3 clusters Score -1683117 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1684382.500000 Penalty: 4861.466797
	Iteration 4F: 3 clusters Score -1684382 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1685288.375000 Penalty: 4861.466797
	Iteration 5F: 3 clusters Score -1685288 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1685956.500000 Penalty: 4861.466797
	Iteration 6F: 3 clusters Score -1685956 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1686448.500000 Penalty: 4861.466797
	Iteration 7Q: 3 clusters Score -1686448 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1686828.875000 Penalty: 4861.466797
	Iteration 8Q: 3 clusters Score -1686829 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1687083.500000 Penalty: 4861.466797
	Iteration 9Q: 3 clusters Score -1687084 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1687280.125000 Penalty: 4861.466797
	Iteration 10Q: 3 clusters Score -1687280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1687464.625000 Penalty: 4861.466797
	Iteration 11Q: 3 clusters Score -1687465 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1687616.375000 Penalty: 4861.466797
	Iteration 12Q: 3 clusters Score -1687616 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1687735.000000 Penalty: 4861.466797
	Iteration 13Q: 3 clusters Score -1687735 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1687821.625000 Penalty: 4861.466797
	Iteration 14Q: 3 clusters Score -1687822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1687871.125000 Penalty: 4861.466797
	Iteration 15Q: 3 clusters Score -1687871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1687917.000000 Penalty: 4861.466797
	Iteration 16Q: 3 clusters Score -1687917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1687935.875000 Penalty: 4861.466797
	Iteration 17Q: 3 clusters Score -1687936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1687957.750000 Penalty: 4861.466797
	Iteration 18Q: 3 clusters Score -1687958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1687976.250000 Penalty: 4861.466797
	Iteration 19Q: 3 clusters Score -1687976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1688003.625000 Penalty: 4861.466797
	Iteration 20F: 3 clusters Score -1688004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1688016.250000 Penalty: 4861.466797
	Iteration 21Q: 3 clusters Score -1688016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1688018.375000 Penalty: 4861.466797
	Iteration 22Q: 3 clusters Score -1688018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1688020.125000 Penalty: 4861.466797
	Iteration 23Q: 3 clusters Score -1688020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1688018.750000 Penalty: 4861.466797
	Iteration 24Q: 3 clusters Score -1688019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1688021.250000 Penalty: 4861.466797
	Iteration 25Q: 3 clusters Score -1688021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1688022.125000 Penalty: 4861.466797
	Iteration 26Q: 3 clusters Score -1688022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1688023.625000 Penalty: 4861.466797
	Iteration 27Q: 3 clusters Score -1688024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1688022.625000 Penalty: 4861.466797
	Iteration 28Q: 3 clusters Score -1688023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1688022.625000 Penalty: 4861.466797
	Iteration 29F: 3 clusters Score -1688023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 44442 members 
Mstep: Class 26 contains 8388 members 
Mstep: Class 27 contains 3962 members 
Entering Unmasked Estep 
Score: -58770344.000000 Penalty: 89375.398438
Splitting cluster 13 changes total score from -58716980.000000 to -58770344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (18348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Entering Unmasked Estep 
Score: -1798032.750000 Penalty: 2434.684570
	Iteration 0F: 2 clusters Score -1798033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1785074.375000 Penalty: 4869.369141
	Iteration 0F: 3 clusters Score -1785074 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1789713.375000 Penalty: 4869.369141
	Iteration 1F: 3 clusters Score -1789713 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1790794.750000 Penalty: 4869.369141
	Iteration 2F: 3 clusters Score -1790795 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1792081.875000 Penalty: 4869.369141
	Iteration 3F: 3 clusters Score -1792082 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1793428.375000 Penalty: 4869.369141
	Iteration 4F: 3 clusters Score -1793428 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1794541.750000 Penalty: 4869.369141
	Iteration 5F: 3 clusters Score -1794542 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1795352.125000 Penalty: 4869.369141
	Iteration 6F: 3 clusters Score -1795352 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1796010.375000 Penalty: 4869.369141
	Iteration 7Q: 3 clusters Score -1796010 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1796540.125000 Penalty: 4869.369141
	Iteration 8Q: 3 clusters Score -1796540 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1796993.375000 Penalty: 4869.369141
	Iteration 9Q: 3 clusters Score -1796993 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1797501.250000 Penalty: 4869.369141
	Iteration 10Q: 3 clusters Score -1797501 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1798071.875000 Penalty: 4869.369141
	Iteration 11Q: 3 clusters Score -1798072 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1798656.500000 Penalty: 4869.369141
	Iteration 12Q: 3 clusters Score -1798656 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1799228.750000 Penalty: 4869.369141
	Iteration 13Q: 3 clusters Score -1799229 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1799724.125000 Penalty: 4869.369141
	Iteration 14Q: 3 clusters Score -1799724 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1800160.250000 Penalty: 4869.369141
	Iteration 15Q: 3 clusters Score -1800160 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1800462.375000 Penalty: 4869.369141
	Iteration 16Q: 3 clusters Score -1800462 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1800725.500000 Penalty: 4869.369141
	Iteration 17Q: 3 clusters Score -1800726 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1800895.125000 Penalty: 4869.369141
	Iteration 18Q: 3 clusters Score -1800895 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1801043.250000 Penalty: 4869.369141
	Iteration 19Q: 3 clusters Score -1801043 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1801198.375000 Penalty: 4869.369141
	Iteration 20F: 3 clusters Score -1801198 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1801368.250000 Penalty: 4869.369141
	Iteration 21Q: 3 clusters Score -1801368 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1801570.875000 Penalty: 4869.369141
	Iteration 22Q: 3 clusters Score -1801571 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1801765.625000 Penalty: 4869.369141
	Iteration 23Q: 3 clusters Score -1801766 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1802001.875000 Penalty: 4869.369141
	Iteration 24Q: 3 clusters Score -1802002 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1802165.750000 Penalty: 4869.369141
	Iteration 25Q: 3 clusters Score -1802166 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1802219.500000 Penalty: 4869.369141
	Iteration 26Q: 3 clusters Score -1802220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1802245.125000 Penalty: 4869.369141
	Iteration 27Q: 3 clusters Score -1802245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1802251.000000 Penalty: 4869.369141
	Iteration 28Q: 3 clusters Score -1802251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1802263.625000 Penalty: 4869.369141
	Iteration 29Q: 3 clusters Score -1802264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1802265.875000 Penalty: 4869.369141
	Iteration 30Q: 3 clusters Score -1802266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1802268.250000 Penalty: 4869.369141
	Iteration 31Q: 3 clusters Score -1802268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1802269.250000 Penalty: 4869.369141
	Iteration 32Q: 3 clusters Score -1802269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1802266.375000 Penalty: 4869.369141
	Iteration 33Q: 3 clusters Score -1802266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1802266.375000 Penalty: 4869.369141
	Iteration 34F: 3 clusters Score -1802266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 44442 members 
Mstep: Class 26 contains 8388 members 
Mstep: Class 27 contains 3962 members 
Mstep: Class 28 contains 11135 members 
Entering Unmasked Estep 
Score: -58773700.000000 Penalty: 92685.593750
Splitting cluster 14 changes total score from -58716980.000000 to -58773700.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (23321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Entering Unmasked Estep 
Score: -2206685.500000 Penalty: 2494.163330
	Iteration 0F: 2 clusters Score -2206686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2190588.500000 Penalty: 4988.326660
	Iteration 0F: 3 clusters Score -2190588 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2196553.000000 Penalty: 4988.326660
	Iteration 1F: 3 clusters Score -2196553 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2198247.000000 Penalty: 4988.326660
	Iteration 2F: 3 clusters Score -2198247 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2200646.000000 Penalty: 4988.326660
	Iteration 3F: 3 clusters Score -2200646 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2203032.750000 Penalty: 4988.326660
	Iteration 4F: 3 clusters Score -2203033 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2204616.750000 Penalty: 4988.326660
	Iteration 5F: 3 clusters Score -2204617 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2205538.750000 Penalty: 4988.326660
	Iteration 6F: 3 clusters Score -2205539 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2206248.750000 Penalty: 4988.326660
	Iteration 7Q: 3 clusters Score -2206249 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2207032.750000 Penalty: 4988.326660
	Iteration 8Q: 3 clusters Score -2207033 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2207904.500000 Penalty: 4988.326660
	Iteration 9Q: 3 clusters Score -2207904 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2208979.000000 Penalty: 4988.326660
	Iteration 10Q: 3 clusters Score -2208979 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2210193.250000 Penalty: 4988.326660
	Iteration 11Q: 3 clusters Score -2210193 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2211444.750000 Penalty: 4988.326660
	Iteration 12Q: 3 clusters Score -2211445 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2212589.250000 Penalty: 4988.326660
	Iteration 13Q: 3 clusters Score -2212589 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2213277.250000 Penalty: 4988.326660
	Iteration 14Q: 3 clusters Score -2213277 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2213640.000000 Penalty: 4988.326660
	Iteration 15Q: 3 clusters Score -2213640 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2213942.750000 Penalty: 4988.326660
	Iteration 16Q: 3 clusters Score -2213943 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2214098.000000 Penalty: 4988.326660
	Iteration 17Q: 3 clusters Score -2214098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2214165.250000 Penalty: 4988.326660
	Iteration 18Q: 3 clusters Score -2214165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2214191.750000 Penalty: 4988.326660
	Iteration 19Q: 3 clusters Score -2214192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2214200.750000 Penalty: 4988.326660
	Iteration 20F: 3 clusters Score -2214201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2214201.500000 Penalty: 4988.326660
	Iteration 21Q: 3 clusters Score -2214202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2214205.750000 Penalty: 4988.326660
	Iteration 22Q: 3 clusters Score -2214206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2214205.500000 Penalty: 4988.326660
	Iteration 23Q: 3 clusters Score -2214206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2214207.500000 Penalty: 4988.326660
	Iteration 24Q: 3 clusters Score -2214208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2214207.750000 Penalty: 4988.326660
	Iteration 25Q: 3 clusters Score -2214208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2214208.750000 Penalty: 4988.326660
	Iteration 26Q: 3 clusters Score -2214209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2214208.750000 Penalty: 4988.326660
	Iteration 27F: 3 clusters Score -2214209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 72015 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 44442 members 
Mstep: Class 26 contains 8388 members 
Mstep: Class 27 contains 3962 members 
Mstep: Class 28 contains 11135 members 
Mstep: Class 29 contains 17510 members 
Entering Unmasked Estep 
Score: -58780332.000000 Penalty: 95995.796875
Splitting cluster 15 changes total score from -58716980.000000 to -58780332.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (72015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Entering Unmasked Estep 
Score: -7204797.500000 Penalty: 2773.788086
	Iteration 0F: 2 clusters Score -7204798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -7156528.000000 Penalty: 5547.576172
	Iteration 0F: 3 clusters Score -7156528 nChanged 33768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -7176880.500000 Penalty: 5547.576172
	Iteration 1F: 3 clusters Score -7176880 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -7180531.500000 Penalty: 5547.576172
	Iteration 2F: 3 clusters Score -7180532 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7186697.000000 Penalty: 5547.576172
	Iteration 3F: 3 clusters Score -7186697 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -7193148.500000 Penalty: 5547.576172
	Iteration 4F: 3 clusters Score -7193148 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -7197155.500000 Penalty: 5547.576172
	Iteration 5F: 3 clusters Score -7197156 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -7198840.000000 Penalty: 5547.576172
	Iteration 6F: 3 clusters Score -7198840 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -7199604.500000 Penalty: 5547.576172
	Iteration 7Q: 3 clusters Score -7199604 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -7200107.000000 Penalty: 5547.576172
	Iteration 8Q: 3 clusters Score -7200107 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -7200329.500000 Penalty: 5547.576172
	Iteration 9Q: 3 clusters Score -7200330 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7200560.000000 Penalty: 5547.576172
	Iteration 10Q: 3 clusters Score -7200560 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -7200776.500000 Penalty: 5547.576172
	Iteration 11Q: 3 clusters Score -7200776 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -7200906.000000 Penalty: 5547.576172
	Iteration 12Q: 3 clusters Score -7200906 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -7201082.500000 Penalty: 5547.576172
	Iteration 13Q: 3 clusters Score -7201082 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -7201340.000000 Penalty: 5547.576172
	Iteration 14Q: 3 clusters Score -7201340 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -7201615.000000 Penalty: 5547.576172
	Iteration 15Q: 3 clusters Score -7201615 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -7201991.000000 Penalty: 5547.576172
	Iteration 16Q: 3 clusters Score -7201991 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -7202460.500000 Penalty: 5547.576172
	Iteration 17Q: 3 clusters Score -7202460 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -7203123.500000 Penalty: 5547.576172
	Iteration 18Q: 3 clusters Score -7203124 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -7203948.500000 Penalty: 5547.576172
	Iteration 19Q: 3 clusters Score -7203948 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -7205017.500000 Penalty: 5547.576172
	Iteration 20F: 3 clusters Score -7205018 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -7206231.500000 Penalty: 5547.576172
	Iteration 21Q: 3 clusters Score -7206232 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -7207515.000000 Penalty: 5547.576172
	Iteration 22Q: 3 clusters Score -7207515 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -7208677.000000 Penalty: 5547.576172
	Iteration 23Q: 3 clusters Score -7208677 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -7209630.000000 Penalty: 5547.576172
	Iteration 24Q: 3 clusters Score -7209630 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7210370.500000 Penalty: 5547.576172
	Iteration 25Q: 3 clusters Score -7210370 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -7210919.500000 Penalty: 5547.576172
	Iteration 26Q: 3 clusters Score -7210920 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -7211185.000000 Penalty: 5547.576172
	Iteration 27Q: 3 clusters Score -7211185 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -7211317.000000 Penalty: 5547.576172
	Iteration 28Q: 3 clusters Score -7211317 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7211371.000000 Penalty: 5547.576172
	Iteration 29Q: 3 clusters Score -7211371 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -7211384.000000 Penalty: 5547.576172
	Iteration 30Q: 3 clusters Score -7211384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -7211400.500000 Penalty: 5547.576172
	Iteration 31Q: 3 clusters Score -7211400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7211398.500000 Penalty: 5547.576172
	Iteration 32Q: 3 clusters Score -7211398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -7211391.000000 Penalty: 5547.576172
	Iteration 33Q: 3 clusters Score -7211391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -7211396.500000 Penalty: 5547.576172
	Iteration 34Q: 3 clusters Score -7211396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7211393.500000 Penalty: 5547.576172
	Iteration 35Q: 3 clusters Score -7211394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -7211393.500000 Penalty: 5547.576172
	Iteration 36Q: 3 clusters Score -7211394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -7211392.500000 Penalty: 5547.576172
	Iteration 37Q: 3 clusters Score -7211392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -7211394.500000 Penalty: 5547.576172
	Iteration 38Q: 3 clusters Score -7211394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -7211397.000000 Penalty: 5547.576172
	Iteration 39Q: 3 clusters Score -7211397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -7211395.500000 Penalty: 5547.576172
	Iteration 40F: 3 clusters Score -7211396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -7211395.000000 Penalty: 5547.576172
	Iteration 41Q: 3 clusters Score -7211395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -7211394.000000 Penalty: 5547.576172
	Iteration 42Q: 3 clusters Score -7211394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -7211397.000000 Penalty: 5547.576172
	Iteration 43Q: 3 clusters Score -7211397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -7211393.000000 Penalty: 5547.576172
	Iteration 44Q: 3 clusters Score -7211393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -7211393.500000 Penalty: 5547.576172
	Iteration 45Q: 3 clusters Score -7211394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -7211396.500000 Penalty: 5547.576172
	Iteration 46Q: 3 clusters Score -7211396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7211397.000000 Penalty: 5547.576172
	Iteration 47Q: 3 clusters Score -7211397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -7211398.500000 Penalty: 5547.576172
	Iteration 48Q: 3 clusters Score -7211398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -7211397.500000 Penalty: 5547.576172
	Iteration 49Q: 3 clusters Score -7211398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7211393.000000 Penalty: 5547.576172
	Iteration 50Q: 3 clusters Score -7211393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -7211392.000000 Penalty: 5547.576172
	Iteration 51Q: 3 clusters Score -7211392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -7211392.000000 Penalty: 5547.576172
	Iteration 52Q: 3 clusters Score -7211392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -7211397.500000 Penalty: 5547.576172
	Iteration 53Q: 3 clusters Score -7211398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -7211398.000000 Penalty: 5547.576172
	Iteration 54Q: 3 clusters Score -7211398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -7211394.500000 Penalty: 5547.576172
	Iteration 55Q: 3 clusters Score -7211394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -7211393.500000 Penalty: 5547.576172
	Iteration 56Q: 3 clusters Score -7211394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -7211393.500000 Penalty: 5547.576172
	Iteration 57F: 3 clusters Score -7211394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 15753 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 52130 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 44442 members 
Mstep: Class 26 contains 8388 members 
Mstep: Class 27 contains 3962 members 
Mstep: Class 28 contains 11135 members 
Mstep: Class 29 contains 17510 members 
Mstep: Class 30 contains 56262 members 
Entering Unmasked Estep 
Score: -58786328.000000 Penalty: 99305.992188
Splitting cluster 16 changes total score from -58716980.000000 to -58786328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (16300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Entering Unmasked Estep 
Score: -1527959.750000 Penalty: 2405.332275
	Iteration 0F: 2 clusters Score -1527960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1516220.750000 Penalty: 4810.664551
	Iteration 0F: 3 clusters Score -1516221 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1520252.750000 Penalty: 4810.664551
	Iteration 1F: 3 clusters Score -1520253 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1520984.625000 Penalty: 4810.664551
	Iteration 2F: 3 clusters Score -1520985 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1521915.000000 Penalty: 4810.664551
	Iteration 3F: 3 clusters Score -1521915 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1523058.750000 Penalty: 4810.664551
	Iteration 4F: 3 clusters Score -1523059 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1524144.750000 Penalty: 4810.664551
	Iteration 5F: 3 clusters Score -1524145 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1524986.125000 Penalty: 4810.664551
	Iteration 6F: 3 clusters Score -1524986 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1525515.000000 Penalty: 4810.664551
	Iteration 7F: 3 clusters Score -1525515 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1525788.875000 Penalty: 4810.664551
	Iteration 8Q: 3 clusters Score -1525789 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1525931.500000 Penalty: 4810.664551
	Iteration 9Q: 3 clusters Score -1525932 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1526029.375000 Penalty: 4810.664551
	Iteration 10Q: 3 clusters Score -1526029 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1526092.875000 Penalty: 4810.664551
	Iteration 11Q: 3 clusters Score -1526093 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1526137.875000 Penalty: 4810.664551
	Iteration 12Q: 3 clusters Score -1526138 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1526172.500000 Penalty: 4810.664551
	Iteration 13Q: 3 clusters Score -1526172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1526208.875000 Penalty: 4810.664551
	Iteration 14Q: 3 clusters Score -1526209 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1526238.000000 Penalty: 4810.664551
	Iteration 15Q: 3 clusters Score -1526238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1526264.250000 Penalty: 4810.664551
	Iteration 16Q: 3 clusters Score -1526264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1526284.625000 Penalty: 4810.664551
	Iteration 17Q: 3 clusters Score -1526285 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1526298.250000 Penalty: 4810.664551
	Iteration 18Q: 3 clusters Score -1526298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1526310.625000 Penalty: 4810.664551
	Iteration 19Q: 3 clusters Score -1526311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1526317.750000 Penalty: 4810.664551
	Iteration 20F: 3 clusters Score -1526318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1526330.750000 Penalty: 4810.664551
	Iteration 21Q: 3 clusters Score -1526331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1526340.750000 Penalty: 4810.664551
	Iteration 22Q: 3 clusters Score -1526341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1526353.500000 Penalty: 4810.664551
	Iteration 23Q: 3 clusters Score -1526354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1526368.000000 Penalty: 4810.664551
	Iteration 24Q: 3 clusters Score -1526368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1526373.375000 Penalty: 4810.664551
	Iteration 25Q: 3 clusters Score -1526373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1526386.500000 Penalty: 4810.664551
	Iteration 26Q: 3 clusters Score -1526386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1526390.750000 Penalty: 4810.664551
	Iteration 27Q: 3 clusters Score -1526391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1526399.250000 Penalty: 4810.664551
	Iteration 28Q: 3 clusters Score -1526399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1526409.625000 Penalty: 4810.664551
	Iteration 29Q: 3 clusters Score -1526410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1526412.000000 Penalty: 4810.664551
	Iteration 30Q: 3 clusters Score -1526412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1526412.500000 Penalty: 4810.664551
	Iteration 31Q: 3 clusters Score -1526412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1526418.750000 Penalty: 4810.664551
	Iteration 32Q: 3 clusters Score -1526419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1526427.625000 Penalty: 4810.664551
	Iteration 33Q: 3 clusters Score -1526428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1526436.250000 Penalty: 4810.664551
	Iteration 34Q: 3 clusters Score -1526436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1526436.500000 Penalty: 4810.664551
	Iteration 35Q: 3 clusters Score -1526436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1526434.625000 Penalty: 4810.664551
	Iteration 36Q: 3 clusters Score -1526435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1526441.250000 Penalty: 4810.664551
	Iteration 37Q: 3 clusters Score -1526441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1526443.875000 Penalty: 4810.664551
	Iteration 38Q: 3 clusters Score -1526444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1526447.250000 Penalty: 4810.664551
	Iteration 39Q: 3 clusters Score -1526447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1526449.500000 Penalty: 4810.664551
	Iteration 40F: 3 clusters Score -1526450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1526453.500000 Penalty: 4810.664551
	Iteration 41Q: 3 clusters Score -1526454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1526458.625000 Penalty: 4810.664551
	Iteration 42Q: 3 clusters Score -1526459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1526459.125000 Penalty: 4810.664551
	Iteration 43Q: 3 clusters Score -1526459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1526465.750000 Penalty: 4810.664551
	Iteration 44Q: 3 clusters Score -1526466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1526468.500000 Penalty: 4810.664551
	Iteration 45Q: 3 clusters Score -1526468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1526467.125000 Penalty: 4810.664551
	Iteration 46Q: 3 clusters Score -1526467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1526463.125000 Penalty: 4810.664551
	Iteration 47Q: 3 clusters Score -1526463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1526468.125000 Penalty: 4810.664551
	Iteration 48Q: 3 clusters Score -1526468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1526469.125000 Penalty: 4810.664551
	Iteration 49Q: 3 clusters Score -1526469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1526469.250000 Penalty: 4810.664551
	Iteration 50Q: 3 clusters Score -1526469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1526473.125000 Penalty: 4810.664551
	Iteration 51Q: 3 clusters Score -1526473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1526477.500000 Penalty: 4810.664551
	Iteration 52Q: 3 clusters Score -1526478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1526472.750000 Penalty: 4810.664551
	Iteration 53Q: 3 clusters Score -1526473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1526471.875000 Penalty: 4810.664551
	Iteration 54Q: 3 clusters Score -1526472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1526477.750000 Penalty: 4810.664551
	Iteration 55Q: 3 clusters Score -1526478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1526479.500000 Penalty: 4810.664551
	Iteration 56Q: 3 clusters Score -1526480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1526481.375000 Penalty: 4810.664551
	Iteration 57Q: 3 clusters Score -1526481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1526485.625000 Penalty: 4810.664551
	Iteration 58Q: 3 clusters Score -1526486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1526488.625000 Penalty: 4810.664551
	Iteration 59Q: 3 clusters Score -1526489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1526487.500000 Penalty: 4810.664551
	Iteration 60F: 3 clusters Score -1526488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1526484.000000 Penalty: 4810.664551
	Iteration 61Q: 3 clusters Score -1526484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1526487.000000 Penalty: 4810.664551
	Iteration 62Q: 3 clusters Score -1526487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1526487.375000 Penalty: 4810.664551
	Iteration 63Q: 3 clusters Score -1526487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1526489.875000 Penalty: 4810.664551
	Iteration 64Q: 3 clusters Score -1526490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1526495.125000 Penalty: 4810.664551
	Iteration 65Q: 3 clusters Score -1526495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1526498.250000 Penalty: 4810.664551
	Iteration 66Q: 3 clusters Score -1526498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1526498.500000 Penalty: 4810.664551
	Iteration 67Q: 3 clusters Score -1526498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1526497.125000 Penalty: 4810.664551
	Iteration 68Q: 3 clusters Score -1526497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1526495.000000 Penalty: 4810.664551
	Iteration 69Q: 3 clusters Score -1526495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1526499.250000 Penalty: 4810.664551
	Iteration 70Q: 3 clusters Score -1526499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1526506.625000 Penalty: 4810.664551
	Iteration 71Q: 3 clusters Score -1526507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1526513.125000 Penalty: 4810.664551
	Iteration 72Q: 3 clusters Score -1526513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1526520.500000 Penalty: 4810.664551
	Iteration 73Q: 3 clusters Score -1526520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1526519.750000 Penalty: 4810.664551
	Iteration 74Q: 3 clusters Score -1526520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1526529.750000 Penalty: 4810.664551
	Iteration 75Q: 3 clusters Score -1526530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1526530.375000 Penalty: 4810.664551
	Iteration 76Q: 3 clusters Score -1526530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1526537.375000 Penalty: 4810.664551
	Iteration 77Q: 3 clusters Score -1526537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1526550.000000 Penalty: 4810.664551
	Iteration 78Q: 3 clusters Score -1526550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1526555.625000 Penalty: 4810.664551
	Iteration 79Q: 3 clusters Score -1526556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1526562.125000 Penalty: 4810.664551
	Iteration 80F: 3 clusters Score -1526562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1526566.000000 Penalty: 4810.664551
	Iteration 81Q: 3 clusters Score -1526566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1526571.875000 Penalty: 4810.664551
	Iteration 82Q: 3 clusters Score -1526572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1526582.500000 Penalty: 4810.664551
	Iteration 83Q: 3 clusters Score -1526582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1526590.125000 Penalty: 4810.664551
	Iteration 84Q: 3 clusters Score -1526590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1526600.375000 Penalty: 4810.664551
	Iteration 85Q: 3 clusters Score -1526600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1526604.000000 Penalty: 4810.664551
	Iteration 86Q: 3 clusters Score -1526604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1526613.625000 Penalty: 4810.664551
	Iteration 87Q: 3 clusters Score -1526614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1526617.750000 Penalty: 4810.664551
	Iteration 88Q: 3 clusters Score -1526618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1526621.250000 Penalty: 4810.664551
	Iteration 89Q: 3 clusters Score -1526621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1526622.250000 Penalty: 4810.664551
	Iteration 90Q: 3 clusters Score -1526622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1526626.000000 Penalty: 4810.664551
	Iteration 91Q: 3 clusters Score -1526626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1526623.875000 Penalty: 4810.664551
	Iteration 92Q: 3 clusters Score -1526624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1526623.250000 Penalty: 4810.664551
	Iteration 93Q: 3 clusters Score -1526623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1526624.625000 Penalty: 4810.664551
	Iteration 94Q: 3 clusters Score -1526625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1526625.250000 Penalty: 4810.664551
	Iteration 95Q: 3 clusters Score -1526625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1526626.250000 Penalty: 4810.664551
	Iteration 96Q: 3 clusters Score -1526626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1526631.250000 Penalty: 4810.664551
	Iteration 97Q: 3 clusters Score -1526631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1526633.750000 Penalty: 4810.664551
	Iteration 98Q: 3 clusters Score -1526634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1526639.125000 Penalty: 4810.664551
	Iteration 99Q: 3 clusters Score -1526639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1526633.750000 Penalty: 4810.664551
	Iteration 100F: 3 clusters Score -1526634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1526637.125000 Penalty: 4810.664551
	Iteration 101Q: 3 clusters Score -1526637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1526633.875000 Penalty: 4810.664551
	Iteration 102Q: 3 clusters Score -1526634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1526634.000000 Penalty: 4810.664551
	Iteration 103Q: 3 clusters Score -1526634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1526635.875000 Penalty: 4810.664551
	Iteration 104Q: 3 clusters Score -1526636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1526635.875000 Penalty: 4810.664551
	Iteration 105F: 3 clusters Score -1526636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Entering Unmasked Estep 
Score: -4361108.500000 Penalty: 2655.721924
	Iteration 0F: 2 clusters Score -4361108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4330910.500000 Penalty: 5311.443848
	Iteration 0F: 3 clusters Score -4330910 nChanged 20641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4342345.500000 Penalty: 5311.443848
	Iteration 1F: 3 clusters Score -4342346 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4342870.000000 Penalty: 5311.443848
	Iteration 2Q: 3 clusters Score -4342870 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4343339.500000 Penalty: 5311.443848
	Iteration 3Q: 3 clusters Score -4343340 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4343887.000000 Penalty: 5311.443848
	Iteration 4Q: 3 clusters Score -4343887 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4344584.500000 Penalty: 5311.443848
	Iteration 5Q: 3 clusters Score -4344584 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4345467.500000 Penalty: 5311.443848
	Iteration 6Q: 3 clusters Score -4345468 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4346616.000000 Penalty: 5311.443848
	Iteration 7Q: 3 clusters Score -4346616 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4347940.500000 Penalty: 5311.443848
	Iteration 8F: 3 clusters Score -4347940 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4349313.000000 Penalty: 5311.443848
	Iteration 9F: 3 clusters Score -4349313 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -4350579.000000 Penalty: 5311.443848
	Iteration 10F: 3 clusters Score -4350579 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4351824.500000 Penalty: 5311.443848
	Iteration 11Q: 3 clusters Score -4351824 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4352986.500000 Penalty: 5311.443848
	Iteration 12Q: 3 clusters Score -4352986 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -4354013.500000 Penalty: 5311.443848
	Iteration 13Q: 3 clusters Score -4354014 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4354739.000000 Penalty: 5311.443848
	Iteration 14Q: 3 clusters Score -4354739 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4355207.500000 Penalty: 5311.443848
	Iteration 15Q: 3 clusters Score -4355208 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4355499.000000 Penalty: 5311.443848
	Iteration 16Q: 3 clusters Score -4355499 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4355694.000000 Penalty: 5311.443848
	Iteration 17Q: 3 clusters Score -4355694 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4355876.000000 Penalty: 5311.443848
	Iteration 18Q: 3 clusters Score -4355876 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4356017.500000 Penalty: 5311.443848
	Iteration 19Q: 3 clusters Score -4356018 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4356204.000000 Penalty: 5311.443848
	Iteration 20F: 3 clusters Score -4356204 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4356369.500000 Penalty: 5311.443848
	Iteration 21Q: 3 clusters Score -4356370 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4356553.000000 Penalty: 5311.443848
	Iteration 22Q: 3 clusters Score -4356553 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4356705.000000 Penalty: 5311.443848
	Iteration 23Q: 3 clusters Score -4356705 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -4356863.500000 Penalty: 5311.443848
	Iteration 24Q: 3 clusters Score -4356864 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4356981.500000 Penalty: 5311.443848
	Iteration 25Q: 3 clusters Score -4356982 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4357108 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4357214 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4357364 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4357491 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4357611 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4357740 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4357863 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4357974 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4358059 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4358151.000000 Penalty: 5311.443848
	Iteration 35Q: 3 clusters Score -4358151 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4358217.000000 Penalty: 5311.443848
	Iteration 36Q: 3 clusters Score -4358217 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4358313.500000 Penalty: 5311.443848
	Iteration 37Q: 3 clusters Score -4358314 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4358420.500000 Penalty: 5311.443848
	Iteration 38Q: 3 clusters Score -4358420 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4358482.500000 Penalty: 5311.443848
	Iteration 39Q: 3 clusters Score -4358482 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4358541.500000 Penalty: 5311.443848
	Iteration 40F: 3 clusters Score -4358542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4358578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4358603.000000 Penalty: 5311.443848
	Iteration 42Q: 3 clusters Score -4358603 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4358654.500000 Penalty: 5311.443848
	Iteration 43Q: 3 clusters Score -4358654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4358683.500000 Penalty: 5311.443848
	Iteration 44Q: 3 clusters Score -4358684 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4358753.000000 Penalty: 5311.443848
	Iteration 45Q: 3 clusters Score -4358753 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4358806.500000 Penalty: 5311.443848
	Iteration 46Q: 3 clusters Score -4358806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4358859.500000 Penalty: 5311.443848
	Iteration 47Q: 3 clusters Score -4358860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4358917.500000 Penalty: 5311.443848
	Iteration 48Q: 3 clusters Score -4358918 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4358971.500000 Penalty: 5311.443848
	Iteration 49Q: 3 clusters Score -4358972 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4359012.000000 Penalty: 5311.443848
	Iteration 50Q: 3 clusters Score -4359012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4359046.500000 Penalty: 5311.443848
	Iteration 51Q: 3 clusters Score -4359046 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4359081.000000 Penalty: 5311.443848
	Iteration 52Q: 3 clusters Score -4359081 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4359109.000000 Penalty: 5311.443848
	Iteration 53Q: 3 clusters Score -4359109 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4359131.000000 Penalty: 5311.443848
	Iteration 54Q: 3 clusters Score -4359131 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4359152.500000 Penalty: 5311.443848
	Iteration 55Q: 3 clusters Score -4359152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4359172.000000 Penalty: 5311.443848
	Iteration 56Q: 3 clusters Score -4359172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4359184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4359198.000000 Penalty: 5311.443848
	Iteration 58Q: 3 clusters Score -4359198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4359207.500000 Penalty: 5311.443848
	Iteration 59Q: 3 clusters Score -4359208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4359221.500000 Penalty: 5311.443848
	Iteration 60F: 3 clusters Score -4359222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4359224.500000 Penalty: 5311.443848
	Iteration 61Q: 3 clusters Score -4359224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4359250.500000 Penalty: 5311.443848
	Iteration 62Q: 3 clusters Score -4359250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4359250.000000 Penalty: 5311.443848
	Iteration 63Q: 3 clusters Score -4359250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4359268.500000 Penalty: 5311.443848
	Iteration 64Q: 3 clusters Score -4359268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4359286.000000 Penalty: 5311.443848
	Iteration 65Q: 3 clusters Score -4359286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4359295.500000 Penalty: 5311.443848
	Iteration 66Q: 3 clusters Score -4359296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4359300.500000 Penalty: 5311.443848
	Iteration 67Q: 3 clusters Score -4359300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4359319.500000 Penalty: 5311.443848
	Iteration 68Q: 3 clusters Score -4359320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4359333.500000 Penalty: 5311.443848
	Iteration 69Q: 3 clusters Score -4359334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4359333.500000 Penalty: 5311.443848
	Iteration 70Q: 3 clusters Score -4359334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4359334.000000 Penalty: 5311.443848
	Iteration 71Q: 3 clusters Score -4359334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4359348.000000 Penalty: 5311.443848
	Iteration 72Q: 3 clusters Score -4359348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4359359.000000 Penalty: 5311.443848
	Iteration 73Q: 3 clusters Score -4359359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4359367.500000 Penalty: 5311.443848
	Iteration 74Q: 3 clusters Score -4359368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4359369.000000 Penalty: 5311.443848
	Iteration 75Q: 3 clusters Score -4359369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4359373.500000 Penalty: 5311.443848
	Iteration 76Q: 3 clusters Score -4359374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4359370.500000 Penalty: 5311.443848
	Iteration 77Q: 3 clusters Score -4359370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4359364.500000 Penalty: 5311.443848
	Iteration 78Q: 3 clusters Score -4359364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4359365.000000 Penalty: 5311.443848
	Iteration 79Q: 3 clusters Score -4359365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4359380.500000 Penalty: 5311.443848
	Iteration 80F: 3 clusters Score -4359380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4359382.000000 Penalty: 5311.443848
	Iteration 81Q: 3 clusters Score -4359382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4359400.500000 Penalty: 5311.443848
	Iteration 82Q: 3 clusters Score -4359400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4359412.000000 Penalty: 5311.443848
	Iteration 83Q: 3 clusters Score -4359412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4359413.000000 Penalty: 5311.443848
	Iteration 84Q: 3 clusters Score -4359413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4359418.500000 Penalty: 5311.443848
	Iteration 85Q: 3 clusters Score -4359418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4359417.500000 Penalty: 5311.443848
	Iteration 86Q: 3 clusters Score -4359418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4359432.500000 Penalty: 5311.443848
	Iteration 87Q: 3 clusters Score -4359432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4359432.000000 Penalty: 5311.443848
	Iteration 88Q: 3 clusters Score -4359432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4359442.000000 Penalty: 5311.443848
	Iteration 89Q: 3 clusters Score -4359442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4359439.000000 Penalty: 5311.443848
	Iteration 90Q: 3 clusters Score -4359439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4359445.500000 Penalty: 5311.443848
	Iteration 91Q: 3 clusters Score -4359446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4359458.000000 Penalty: 5311.443848
	Iteration 92Q: 3 clusters Score -4359458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4359464.500000 Penalty: 5311.443848
	Iteration 93Q: 3 clusters Score -4359464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4359464.500000 Penalty: 5311.443848
	Iteration 94Q: 3 clusters Score -4359464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4359464.500000 Penalty: 5311.443848
	Iteration 95Q: 3 clusters Score -4359464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4359465.500000 Penalty: 5311.443848
	Iteration 96Q: 3 clusters Score -4359466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4359465.500000 Penalty: 5311.443848
	Iteration 97Q: 3 clusters Score -4359466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4359467.500000 Penalty: 5311.443848
	Iteration 98Q: 3 clusters Score -4359468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4359465.500000 Penalty: 5311.443848
	Iteration 99Q: 3 clusters Score -4359466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4359468.500000 Penalty: 5311.443848
	Iteration 100F: 3 clusters Score -4359468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4359470.500000 Penalty: 5311.443848
	Iteration 101Q: 3 clusters Score -4359470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4359470.000000 Penalty: 5311.443848
	Iteration 102Q: 3 clusters Score -4359470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4359468.500000 Penalty: 5311.443848
	Iteration 103Q: 3 clusters Score -4359468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4359474.000000 Penalty: 5311.443848
	Iteration 104Q: 3 clusters Score -4359474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4359475.000000 Penalty: 5311.443848
	Iteration 105Q: 3 clusters Score -4359475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4359472.500000 Penalty: 5311.443848
	Iteration 106Q: 3 clusters Score -4359472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4359468.500000 Penalty: 5311.443848
	Iteration 107Q: 3 clusters Score -4359468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4359467 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4359467.000000 Penalty: 5311.443848
	Iteration 109F: 3 clusters Score -4359467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15929 members 
Entering Unmasked Estep 
Score: -1414425.125000 Penalty: 2399.622314
	Iteration 0F: 2 clusters Score -1414425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1402964 nChanged 6855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1406992 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1407674.625000 Penalty: 4799.244629
	Iteration 2F: 3 clusters Score -1407675 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1408204.750000 Penalty: 4799.244629
	Iteration 3F: 3 clusters Score -1408205 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1408660.250000 Penalty: 4799.244629
	Iteration 4F: 3 clusters Score -1408660 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1409106.000000 Penalty: 4799.244629
	Iteration 5Q: 3 clusters Score -1409106 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1409527.500000 Penalty: 4799.244629
	Iteration 6Q: 3 clusters Score -1409528 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1409895 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1410198 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1410465.375000 Penalty: 4799.244629
	Iteration 9Q: 3 clusters Score -1410465 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1410664.875000 Penalty: 4799.244629
	Iteration 10Q: 3 clusters Score -1410665 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1410811 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1410934.250000 Penalty: 4799.244629
	Iteration 12Q: 3 clusters Score -1410934 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1411114.000000 Penalty: 4799.244629
	Iteration 14Q: 3 clusters Score -1411114 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1411178 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1411240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1411308 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1411375 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1411448 nChanged 171
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Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1411497 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1411537 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1411573 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1411600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1411630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1411650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1411675 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1411703 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1411731.250000 Penalty: 4799.244629
	Iteration 28Q: 3 clusters Score -1411731 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1411753.000000 Penalty: 4799.244629
	Iteration 29Q: 3 clusters Score -1411753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1411777 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1411797 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1411832 nChanged 114
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Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1411871 nChanged 126
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Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1411902.750000 Penalty: 4799.244629
	Iteration 34Q: 3 clusters Score -1411903 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1411935 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1411976 nChanged 118
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Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1412010.625000 Penalty: 4799.244629
	Iteration 37Q: 3 clusters Score -1412011 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1412036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1412070 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1412090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1412106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1412131.375000 Penalty: 4799.244629
	Iteration 42Q: 3 clusters Score -1412131 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1412153.375000 Penalty: 4799.244629
	Iteration 43Q: 3 clusters Score -1412153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1412175.375000 Penalty: 4799.244629
	Iteration 44Q: 3 clusters Score -1412175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1412195.250000 Penalty: 4799.244629
	Iteration 45Q: 3 clusters Score -1412195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1412213.000000 Penalty: 4799.244629
	Iteration 46Q: 3 clusters Score -1412213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1412226.375000 Penalty: 4799.244629
	Iteration 47Q: 3 clusters Score -1412226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1412233.000000 Penalty: 4799.244629
	Iteration 48Q: 3 clusters Score -1412233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1412245.625000 Penalty: 4799.244629
	Iteration 49Q: 3 clusters Score -1412246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1412259.375000 Penalty: 4799.244629
	Iteration 50Q: 3 clusters Score -1412259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1412272.000000 Penalty: 4799.244629
	Iteration 51Q: 3 clusters Score -1412272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1412279.500000 Penalty: 4799.244629
	Iteration 52Q: 3 clusters Score -1412280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1412290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1412308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1412316.000000 Penalty: 4799.244629
	Iteration 55Q: 3 clusters Score -1412316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1412326.125000 Penalty: 4799.244629
	Iteration 56Q: 3 clusters Score -1412326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1412333.000000 Penalty: 4799.244629
	Iteration 57Q: 3 clusters Score -1412333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1412339.625000 Penalty: 4799.244629
	Iteration 58Q: 3 clusters Score -1412340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1412352.875000 Penalty: 4799.244629
	Iteration 59Q: 3 clusters Score -1412353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1412366.750000 Penalty: 4799.244629
	Iteration 60F: 3 clusters Score -1412367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1412376.875000 Penalty: 4799.244629
	Iteration 61Q: 3 clusters Score -1412377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1412392.875000 Penalty: 4799.244629
	Iteration 62Q: 3 clusters Score -1412393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1412402.375000 Penalty: 4799.244629
	Iteration 63Q: 3 clusters Score -1412402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1412422.500000 Penalty: 4799.244629
	Iteration 64Q: 3 clusters Score -1412422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1412440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1412444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1412454.375000 Penalty: 4799.244629
	Iteration 67Q: 3 clusters Score -1412454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1412464.875000 Penalty: 4799.244629
	Iteration 68Q: 3 clusters Score -1412465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1412474.250000 Penalty: 4799.244629
	Iteration 69Q: 3 clusters Score -1412474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1412489.625000 Penalty: 4799.244629
	Iteration 70Q: 3 clusters Score -1412490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1412497 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12464 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1412499 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1412510 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1412516 nChanged 25
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Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1412515 nChanged 33
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Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1412522 nChanged 34
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Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1412525.250000 Penalty: 4799.244629
	Iteration 77Q: 3 clusters Score -1412525 nChanged 26
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1412527 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1412533.000000 Penalty: 4799.244629
	Iteration 79Q: 3 clusters Score -1412533 nChanged 16
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Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1412538 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1412540 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1412549 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12632 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1412556 nChanged 26
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Mstep: Class 1 contains 12650 members 
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Entering Unmasked Estep 
Score: -1412553.750000 Penalty: 4799.244629
	Iteration 84Q: 3 clusters Score -1412554 nChanged 23
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Mstep: Class 1 contains 12669 members 
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	Iteration 85Q: 3 clusters Score -1412556 nChanged 23
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Mstep: Class 1 contains 12690 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1412568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1412570 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1412573 nChanged 14
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Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1412574 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1412576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1412580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1412581.500000 Penalty: 4799.244629
	Iteration 92Q: 3 clusters Score -1412582 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1412580 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1412584 nChanged 14
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Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1412586.000000 Penalty: 4799.244629
	Iteration 95Q: 3 clusters Score -1412586 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
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Entering Unmasked Estep 
Score: -1412587.500000 Penalty: 4799.244629
	Iteration 96Q: 3 clusters Score -1412588 nChanged 16
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Mstep: Class 1 contains 12824 members 
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Entering Unmasked Estep 
Score: -1412585.875000 Penalty: 4799.244629
	Iteration 97Q: 3 clusters Score -1412586 nChanged 8
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Mstep: Class 1 contains 12828 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1412591 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1412588.625000 Penalty: 4799.244629
	Iteration 99Q: 3 clusters Score -1412589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1412591.125000 Penalty: 4799.244629
	Iteration 100F: 3 clusters Score -1412591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1412589.125000 Penalty: 4799.244629
	Iteration 101Q: 3 clusters Score -1412589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1412589.750000 Penalty: 4799.244629
	Iteration 102Q: 3 clusters Score -1412590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1412590.125000 Penalty: 4799.244629
	Iteration 103Q: 3 clusters Score -1412590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1412590.375000 Penalty: 4799.244629
	Iteration 104Q: 3 clusters Score -1412590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1412590.500000 Penalty: 4799.244629
	Iteration 105Q: 3 clusters Score -1412590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1412590.500000 Penalty: 4799.244629
	Iteration 106F: 3 clusters Score -1412590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 132881 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 15753 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 15929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58803940.000000 Penalty: 99305.992188
Iteration 39Q: 31 clusters Score -5.880394e+07 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 26559 members 
Mstep: Class 4 contains 19305 members 
Mstep: Class 5 contains 132311 members 
Mstep: Class 6 contains 28340 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 41885 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 14558 members 
Mstep: Class 14 contains 8150 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 45611 members 
Mstep: Class 19 contains 15256 members 
Mstep: Class 20 contains 5990 members 
Mstep: Class 21 contains 52175 members 
Mstep: Class 22 contains 17765 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 42848 members 
Mstep: Class 26 contains 7908 members 
Mstep: Class 27 contains 3870 members 
Mstep: Class 28 contains 10960 members 
Mstep: Class 29 contains 16304 members 
Mstep: Class 30 contains 55820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58818448.000000 Penalty: 99305.992188
Iteration 40F: 31 clusters Score -5.881845e+07 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 26138 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 130774 members 
Mstep: Class 6 contains 27889 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 40969 members 
Mstep: Class 10 contains 5156 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 4574 members 
Mstep: Class 13 contains 14459 members 
Mstep: Class 14 contains 8344 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 15314 members 
Mstep: Class 17 contains 16372 members 
Mstep: Class 18 contains 45830 members 
Mstep: Class 19 contains 14446 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 54697 members 
Mstep: Class 22 contains 18077 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 43200 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 3896 members 
Mstep: Class 28 contains 11088 members 
Mstep: Class 29 contains 16355 members 
Mstep: Class 30 contains 55997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58824116.000000 Penalty: 99305.992188
Iteration 41Q: 31 clusters Score -5.882412e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 25903 members 
Mstep: Class 4 contains 19128 members 
Mstep: Class 5 contains 129452 members 
Mstep: Class 6 contains 27732 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 40394 members 
Mstep: Class 10 contains 5145 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 4583 members 
Mstep: Class 13 contains 14418 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 16217 members 
Mstep: Class 18 contains 45902 members 
Mstep: Class 19 contains 13989 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 56703 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 3637 members 
Mstep: Class 24 contains 6824 members 
Mstep: Class 25 contains 43145 members 
Mstep: Class 26 contains 8101 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 11116 members 
Mstep: Class 29 contains 16405 members 
Mstep: Class 30 contains 56114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 31 clusters Score -5.882711e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 25770 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 128216 members 
Mstep: Class 6 contains 27740 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 39890 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 4617 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 8485 members 
Mstep: Class 15 contains 6845 members 
Mstep: Class 16 contains 14357 members 
Mstep: Class 17 contains 16103 members 
Mstep: Class 18 contains 45841 members 
Mstep: Class 19 contains 13721 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 58400 members 
Mstep: Class 22 contains 18520 members 
Mstep: Class 23 contains 3754 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 42932 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 11146 members 
Mstep: Class 29 contains 16440 members 
Mstep: Class 30 contains 56192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58829384.000000 Penalty: 99305.992188
Iteration 43Q: 31 clusters Score -5.882938e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 25677 members 
Mstep: Class 4 contains 19038 members 
Mstep: Class 5 contains 127076 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 39507 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 4650 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 8484 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 16013 members 
Mstep: Class 18 contains 45710 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 59914 members 
Mstep: Class 22 contains 18737 members 
Mstep: Class 23 contains 3845 members 
Mstep: Class 24 contains 6884 members 
Mstep: Class 25 contains 42635 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 11163 members 
Mstep: Class 29 contains 16491 members 
Mstep: Class 30 contains 56246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58830592.000000 Penalty: 99305.992188
Iteration 44Q: 31 clusters Score -5.883059e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 25616 members 
Mstep: Class 4 contains 18962 members 
Mstep: Class 5 contains 126042 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 9943 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 39218 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 4685 members 
Mstep: Class 13 contains 14127 members 
Mstep: Class 14 contains 8471 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 14088 members 
Mstep: Class 17 contains 15943 members 
Mstep: Class 18 contains 45504 members 
Mstep: Class 19 contains 13388 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 61212 members 
Mstep: Class 22 contains 18925 members 
Mstep: Class 23 contains 3920 members 
Mstep: Class 24 contains 6893 members 
Mstep: Class 25 contains 42304 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 11183 members 
Mstep: Class 29 contains 16555 members 
Mstep: Class 30 contains 56270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58831980.000000 Penalty: 99305.992188
Iteration 45Q: 31 clusters Score -5.883198e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 25586 members 
Mstep: Class 4 contains 18939 members 
Mstep: Class 5 contains 125145 members 
Mstep: Class 6 contains 28135 members 
Mstep: Class 7 contains 10100 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 39000 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 4734 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 8459 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 14056 members 
Mstep: Class 17 contains 15870 members 
Mstep: Class 18 contains 45262 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 7389 members 
Mstep: Class 21 contains 62306 members 
Mstep: Class 22 contains 19074 members 
Mstep: Class 23 contains 3977 members 
Mstep: Class 24 contains 6894 members 
Mstep: Class 25 contains 41993 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 4047 members 
Mstep: Class 28 contains 11201 members 
Mstep: Class 29 contains 16607 members 
Mstep: Class 30 contains 56264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58833076.000000 Penalty: 99305.992188
Iteration 46Q: 31 clusters Score -5.883308e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 25563 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 124328 members 
Mstep: Class 6 contains 28347 members 
Mstep: Class 7 contains 10250 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 38841 members 
Mstep: Class 10 contains 5203 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 4776 members 
Mstep: Class 13 contains 13702 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 14032 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 44984 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 7615 members 
Mstep: Class 21 contains 63209 members 
Mstep: Class 22 contains 19227 members 
Mstep: Class 23 contains 4023 members 
Mstep: Class 24 contains 6884 members 
Mstep: Class 25 contains 41718 members 
Mstep: Class 26 contains 8306 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 11220 members 
Mstep: Class 29 contains 16637 members 
Mstep: Class 30 contains 56249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58833884.000000 Penalty: 99305.992188
Iteration 47Q: 31 clusters Score -5.883388e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3697 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 18846 members 
Mstep: Class 5 contains 123568 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 38719 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 13457 members 
Mstep: Class 14 contains 8457 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 14016 members 
Mstep: Class 17 contains 15764 members 
Mstep: Class 18 contains 44695 members 
Mstep: Class 19 contains 13137 members 
Mstep: Class 20 contains 7868 members 
Mstep: Class 21 contains 64002 members 
Mstep: Class 22 contains 19370 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 6843 members 
Mstep: Class 25 contains 41469 members 
Mstep: Class 26 contains 8347 members 
Mstep: Class 27 contains 4086 members 
Mstep: Class 28 contains 11228 members 
Mstep: Class 29 contains 16648 members 
Mstep: Class 30 contains 56244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58834884.000000 Penalty: 99305.992188
Iteration 48Q: 31 clusters Score -5.883488e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 25540 members 
Mstep: Class 4 contains 18789 members 
Mstep: Class 5 contains 122923 members 
Mstep: Class 6 contains 28945 members 
Mstep: Class 7 contains 10506 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 5226 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 4846 members 
Mstep: Class 13 contains 13202 members 
Mstep: Class 14 contains 8460 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 14005 members 
Mstep: Class 17 contains 15731 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 64653 members 
Mstep: Class 22 contains 19496 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 41269 members 
Mstep: Class 26 contains 8400 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 11238 members 
Mstep: Class 29 contains 16602 members 
Mstep: Class 30 contains 56227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58835752.000000 Penalty: 99305.992188
Iteration 49Q: 31 clusters Score -5.883575e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 3 contains 25526 members 
Mstep: Class 4 contains 18742 members 
Mstep: Class 5 contains 122386 members 
Mstep: Class 6 contains 29290 members 
Mstep: Class 7 contains 10633 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 38526 members 
Mstep: Class 10 contains 5237 members 
Mstep: Class 11 contains 5655 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 8465 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 14001 members 
Mstep: Class 17 contains 15703 members 
Mstep: Class 18 contains 44104 members 
Mstep: Class 19 contains 13084 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 65208 members 
Mstep: Class 22 contains 19558 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 6749 members 
Mstep: Class 25 contains 41093 members 
Mstep: Class 26 contains 8457 members 
Mstep: Class 27 contains 4130 members 
Mstep: Class 28 contains 11245 members 
Mstep: Class 29 contains 16505 members 
Mstep: Class 30 contains 56209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58836124.000000 Penalty: 99305.992188
Iteration 50Q: 31 clusters Score -5.883612e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 25525 members 
Mstep: Class 4 contains 18678 members 
Mstep: Class 5 contains 121910 members 
Mstep: Class 6 contains 29562 members 
Mstep: Class 7 contains 10754 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 38420 members 
Mstep: Class 10 contains 5246 members 
Mstep: Class 11 contains 5714 members 
Mstep: Class 12 contains 4908 members 
Mstep: Class 13 contains 12828 members 
Mstep: Class 14 contains 8470 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 43880 members 
Mstep: Class 19 contains 13077 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 65706 members 
Mstep: Class 22 contains 19599 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 40920 members 
Mstep: Class 26 contains 8505 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 11253 members 
Mstep: Class 29 contains 16415 members 
Mstep: Class 30 contains 56192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58836732.000000 Penalty: 99305.992188
Iteration 51Q: 31 clusters Score -5.883673e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 25520 members 
Mstep: Class 4 contains 18598 members 
Mstep: Class 5 contains 121475 members 
Mstep: Class 6 contains 29795 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 38317 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 5776 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 12703 members 
Mstep: Class 14 contains 8472 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 43711 members 
Mstep: Class 19 contains 13082 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 66151 members 
Mstep: Class 22 contains 19634 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 6687 members 
Mstep: Class 25 contains 40755 members 
Mstep: Class 26 contains 8546 members 
Mstep: Class 27 contains 4211 members 
Mstep: Class 28 contains 11258 members 
Mstep: Class 29 contains 16327 members 
Mstep: Class 30 contains 56182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58837364.000000 Penalty: 99305.992188
Iteration 52Q: 31 clusters Score -5.883736e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 121137 members 
Mstep: Class 6 contains 30049 members 
Mstep: Class 7 contains 10970 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 38203 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 12627 members 
Mstep: Class 14 contains 8474 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 19 contains 13054 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 66509 members 
Mstep: Class 22 contains 19634 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 6650 members 
Mstep: Class 25 contains 40637 members 
Mstep: Class 26 contains 8596 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 11262 members 
Mstep: Class 29 contains 16215 members 
Mstep: Class 30 contains 56177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58837384.000000 Penalty: 99305.992188
Iteration 53Q: 31 clusters Score -5.883738e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 25531 members 
Mstep: Class 4 contains 18415 members 
Mstep: Class 5 contains 120837 members 
Mstep: Class 6 contains 30273 members 
Mstep: Class 7 contains 11080 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 38070 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 13999 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 43373 members 
Mstep: Class 19 contains 13050 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 66822 members 
Mstep: Class 22 contains 19636 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 6617 members 
Mstep: Class 25 contains 40541 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 4296 members 
Mstep: Class 28 contains 11267 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 56178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 31 clusters Score -5.883786e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 25538 members 
Mstep: Class 4 contains 18346 members 
Mstep: Class 5 contains 120585 members 
Mstep: Class 6 contains 30440 members 
Mstep: Class 7 contains 11177 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 37939 members 
Mstep: Class 10 contains 5271 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 8470 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 13999 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 43241 members 
Mstep: Class 19 contains 13046 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 67109 members 
Mstep: Class 22 contains 19620 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 6580 members 
Mstep: Class 25 contains 40464 members 
Mstep: Class 26 contains 8739 members 
Mstep: Class 27 contains 4341 members 
Mstep: Class 28 contains 11269 members 
Mstep: Class 29 contains 15991 members 
Mstep: Class 30 contains 56173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 31 clusters Score -5.883834e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 25532 members 
Mstep: Class 4 contains 18258 members 
Mstep: Class 5 contains 120341 members 
Mstep: Class 6 contains 30559 members 
Mstep: Class 7 contains 11280 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 37829 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 8469 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 43127 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 67412 members 
Mstep: Class 22 contains 19604 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 6559 members 
Mstep: Class 25 contains 40386 members 
Mstep: Class 26 contains 8820 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 11269 members 
Mstep: Class 29 contains 15911 members 
Mstep: Class 30 contains 56184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 31 clusters Score -5.883856e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 25532 members 
Mstep: Class 4 contains 18160 members 
Mstep: Class 5 contains 120132 members 
Mstep: Class 6 contains 30659 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 37716 members 
Mstep: Class 10 contains 5289 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 5033 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 8464 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 13999 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 43045 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 8725 members 
Mstep: Class 21 contains 67683 members 
Mstep: Class 22 contains 19550 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 6539 members 
Mstep: Class 25 contains 40310 members 
Mstep: Class 26 contains 8895 members 
Mstep: Class 27 contains 4434 members 
Mstep: Class 28 contains 11269 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 56198 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -5.883867e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4045 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 18095 members 
Mstep: Class 5 contains 119957 members 
Mstep: Class 6 contains 30723 members 
Mstep: Class 7 contains 11494 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 37633 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 12382 members 
Mstep: Class 14 contains 8460 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 14001 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 42976 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 67905 members 
Mstep: Class 22 contains 19505 members 
Mstep: Class 23 contains 4609 members 
Mstep: Class 24 contains 6516 members 
Mstep: Class 25 contains 40230 members 
Mstep: Class 26 contains 8947 members 
Mstep: Class 27 contains 4476 members 
Mstep: Class 28 contains 11269 members 
Mstep: Class 29 contains 15824 members 
Mstep: Class 30 contains 56206 members 
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Iteration 58Q: 31 clusters Score -5.883854e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4061 members 
Mstep: Class 3 contains 25534 members 
Mstep: Class 4 contains 18042 members 
Mstep: Class 5 contains 119798 members 
Mstep: Class 6 contains 30808 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 37563 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 6212 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12344 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 42908 members 
Mstep: Class 19 contains 12996 members 
Mstep: Class 20 contains 8742 members 
Mstep: Class 21 contains 68065 members 
Mstep: Class 22 contains 19483 members 
Mstep: Class 23 contains 4627 members 
Mstep: Class 24 contains 6509 members 
Mstep: Class 25 contains 40147 members 
Mstep: Class 26 contains 8980 members 
Mstep: Class 27 contains 4504 members 
Mstep: Class 28 contains 11271 members 
Mstep: Class 29 contains 15794 members 
Mstep: Class 30 contains 56212 members 
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Iteration 59Q: 31 clusters Score -5.883843e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 25532 members 
Mstep: Class 4 contains 18008 members 
Mstep: Class 5 contains 119654 members 
Mstep: Class 6 contains 30871 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 37504 members 
Mstep: Class 10 contains 5293 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 12308 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 14004 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 42842 members 
Mstep: Class 19 contains 12991 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 68202 members 
Mstep: Class 22 contains 19442 members 
Mstep: Class 23 contains 4644 members 
Mstep: Class 24 contains 6513 members 
Mstep: Class 25 contains 40076 members 
Mstep: Class 26 contains 9008 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 11273 members 
Mstep: Class 29 contains 15752 members 
Mstep: Class 30 contains 56219 members 
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Iteration 60F: 31 clusters Score -5.883872e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 17970 members 
Mstep: Class 5 contains 119529 members 
Mstep: Class 6 contains 30959 members 
Mstep: Class 7 contains 11776 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 37448 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 11 contains 6379 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 13 contains 12290 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 14010 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 42766 members 
Mstep: Class 19 contains 12983 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 68319 members 
Mstep: Class 22 contains 19398 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 6509 members 
Mstep: Class 25 contains 39993 members 
Mstep: Class 26 contains 9026 members 
Mstep: Class 27 contains 4541 members 
Mstep: Class 28 contains 11278 members 
Mstep: Class 29 contains 15726 members 
Mstep: Class 30 contains 56221 members 
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Iteration 61Q: 31 clusters Score -5.88386e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 25538 members 
Mstep: Class 4 contains 17952 members 
Mstep: Class 5 contains 119419 members 
Mstep: Class 6 contains 31013 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 2890 members 
Mstep: Class 9 contains 37408 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 8442 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 14020 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 42696 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 20 contains 8760 members 
Mstep: Class 21 contains 68420 members 
Mstep: Class 22 contains 19372 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 6500 members 
Mstep: Class 25 contains 39897 members 
Mstep: Class 26 contains 9045 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 11279 members 
Mstep: Class 29 contains 15692 members 
Mstep: Class 30 contains 56231 members 
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Iteration 62Q: 31 clusters Score -5.883885e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 25534 members 
Mstep: Class 4 contains 17950 members 
Mstep: Class 5 contains 119329 members 
Mstep: Class 6 contains 31079 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 37378 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 42639 members 
Mstep: Class 19 contains 12955 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 68517 members 
Mstep: Class 22 contains 19342 members 
Mstep: Class 23 contains 4717 members 
Mstep: Class 24 contains 6494 members 
Mstep: Class 25 contains 39805 members 
Mstep: Class 26 contains 9072 members 
Mstep: Class 27 contains 4570 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15650 members 
Mstep: Class 30 contains 56235 members 
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Iteration 63Q: 31 clusters Score -5.883909e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 25535 members 
Mstep: Class 4 contains 17940 members 
Mstep: Class 5 contains 119253 members 
Mstep: Class 6 contains 31128 members 
Mstep: Class 7 contains 11965 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 37351 members 
Mstep: Class 10 contains 5240 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 13 contains 12237 members 
Mstep: Class 14 contains 8437 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 42581 members 
Mstep: Class 19 contains 12947 members 
Mstep: Class 20 contains 8739 members 
Mstep: Class 21 contains 68599 members 
Mstep: Class 22 contains 19297 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 6490 members 
Mstep: Class 25 contains 39721 members 
Mstep: Class 26 contains 9102 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15620 members 
Mstep: Class 30 contains 56240 members 
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Iteration 64Q: 31 clusters Score -5.883951e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 25535 members 
Mstep: Class 4 contains 17928 members 
Mstep: Class 5 contains 119180 members 
Mstep: Class 6 contains 31177 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 37324 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 13 contains 12233 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 42536 members 
Mstep: Class 19 contains 12931 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 68671 members 
Mstep: Class 22 contains 19270 members 
Mstep: Class 23 contains 4769 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 39649 members 
Mstep: Class 26 contains 9130 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 11282 members 
Mstep: Class 29 contains 15597 members 
Mstep: Class 30 contains 56238 members 
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Iteration 65Q: 31 clusters Score -5.883959e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 25545 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 119127 members 
Mstep: Class 6 contains 31225 members 
Mstep: Class 7 contains 12072 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 37301 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 5112 members 
Mstep: Class 13 contains 12224 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 42484 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 20 contains 8695 members 
Mstep: Class 21 contains 68723 members 
Mstep: Class 22 contains 19245 members 
Mstep: Class 23 contains 4787 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 39570 members 
Mstep: Class 26 contains 9163 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 11282 members 
Mstep: Class 29 contains 15573 members 
Mstep: Class 30 contains 56239 members 
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Iteration 66Q: 31 clusters Score -5.883978e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 25554 members 
Mstep: Class 4 contains 17914 members 
Mstep: Class 5 contains 119076 members 
Mstep: Class 6 contains 31277 members 
Mstep: Class 7 contains 12115 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 5200 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 14027 members 
Mstep: Class 17 contains 15701 members 
Mstep: Class 18 contains 42436 members 
Mstep: Class 19 contains 12902 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 68765 members 
Mstep: Class 22 contains 19223 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 6478 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 9174 members 
Mstep: Class 27 contains 4604 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15563 members 
Mstep: Class 30 contains 56238 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -5.883984e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 25560 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 119041 members 
Mstep: Class 6 contains 31323 members 
Mstep: Class 7 contains 12139 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 37249 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 8431 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 42401 members 
Mstep: Class 19 contains 12878 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 68797 members 
Mstep: Class 22 contains 19220 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 39457 members 
Mstep: Class 26 contains 9183 members 
Mstep: Class 27 contains 4608 members 
Mstep: Class 28 contains 11279 members 
Mstep: Class 29 contains 15561 members 
Mstep: Class 30 contains 56239 members 
Entering Unmasked Estep 
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Iteration 68Q: 31 clusters Score -5.883984e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 25566 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 119017 members 
Mstep: Class 6 contains 31359 members 
Mstep: Class 7 contains 12162 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 37224 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 8431 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 42366 members 
Mstep: Class 19 contains 12871 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 68820 members 
Mstep: Class 22 contains 19207 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 6463 members 
Mstep: Class 25 contains 39396 members 
Mstep: Class 26 contains 9202 members 
Mstep: Class 27 contains 4619 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15544 members 
Mstep: Class 30 contains 56235 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -5.884004e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 25565 members 
Mstep: Class 4 contains 17860 members 
Mstep: Class 5 contains 118989 members 
Mstep: Class 6 contains 31400 members 
Mstep: Class 7 contains 12197 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 37198 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 14028 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 42331 members 
Mstep: Class 19 contains 12861 members 
Mstep: Class 20 contains 8601 members 
Mstep: Class 21 contains 68841 members 
Mstep: Class 22 contains 19193 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 6458 members 
Mstep: Class 25 contains 39343 members 
Mstep: Class 26 contains 9211 members 
Mstep: Class 27 contains 4625 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15531 members 
Mstep: Class 30 contains 56235 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -5.884017e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 17857 members 
Mstep: Class 5 contains 118970 members 
Mstep: Class 6 contains 31426 members 
Mstep: Class 7 contains 12229 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 37177 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 7067 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 12179 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 42297 members 
Mstep: Class 19 contains 12848 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 68856 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 6453 members 
Mstep: Class 25 contains 39290 members 
Mstep: Class 26 contains 9218 members 
Mstep: Class 27 contains 4636 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15523 members 
Mstep: Class 30 contains 56240 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -5.88402e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 25572 members 
Mstep: Class 4 contains 17841 members 
Mstep: Class 5 contains 118946 members 
Mstep: Class 6 contains 31437 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 37156 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7124 members 
Mstep: Class 12 contains 5187 members 
Mstep: Class 13 contains 12176 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14027 members 
Mstep: Class 17 contains 15757 members 
Mstep: Class 18 contains 42273 members 
Mstep: Class 19 contains 12847 members 
Mstep: Class 20 contains 8550 members 
Mstep: Class 21 contains 68873 members 
Mstep: Class 22 contains 19164 members 
Mstep: Class 23 contains 4895 members 
Mstep: Class 24 contains 6447 members 
Mstep: Class 25 contains 39244 members 
Mstep: Class 26 contains 9237 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15528 members 
Mstep: Class 30 contains 56240 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -5.884036e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 25570 members 
Mstep: Class 4 contains 17824 members 
Mstep: Class 5 contains 118933 members 
Mstep: Class 6 contains 31459 members 
Mstep: Class 7 contains 12264 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 37127 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 12170 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14028 members 
Mstep: Class 17 contains 15767 members 
Mstep: Class 18 contains 42249 members 
Mstep: Class 19 contains 12846 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 19155 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6444 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 9256 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15531 members 
Mstep: Class 30 contains 56239 members 
Entering Unmasked Estep 
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Iteration 73Q: 31 clusters Score -5.884043e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 17796 members 
Mstep: Class 5 contains 118917 members 
Mstep: Class 6 contains 31490 members 
Mstep: Class 7 contains 12284 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 37107 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7192 members 
Mstep: Class 12 contains 5220 members 
Mstep: Class 13 contains 12169 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15772 members 
Mstep: Class 18 contains 42231 members 
Mstep: Class 19 contains 12845 members 
Mstep: Class 20 contains 8509 members 
Mstep: Class 21 contains 68912 members 
Mstep: Class 22 contains 19138 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 6432 members 
Mstep: Class 25 contains 39183 members 
Mstep: Class 26 contains 9266 members 
Mstep: Class 27 contains 4648 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15530 members 
Mstep: Class 30 contains 56242 members 
Entering Unmasked Estep 
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Iteration 74Q: 31 clusters Score -5.884058e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 25567 members 
Mstep: Class 4 contains 17760 members 
Mstep: Class 5 contains 118903 members 
Mstep: Class 6 contains 31501 members 
Mstep: Class 7 contains 12321 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 37092 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 12176 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14030 members 
Mstep: Class 17 contains 15776 members 
Mstep: Class 18 contains 42217 members 
Mstep: Class 19 contains 12839 members 
Mstep: Class 20 contains 8503 members 
Mstep: Class 21 contains 68926 members 
Mstep: Class 22 contains 19110 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 6423 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 9282 members 
Mstep: Class 27 contains 4648 members 
Mstep: Class 28 contains 11280 members 
Mstep: Class 29 contains 15535 members 
Mstep: Class 30 contains 56243 members 
Entering Unmasked Estep 
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Iteration 75Q: 31 clusters Score -5.884055e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 17722 members 
Mstep: Class 5 contains 118883 members 
Mstep: Class 6 contains 31512 members 
Mstep: Class 7 contains 12350 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 37076 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 7252 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15780 members 
Mstep: Class 18 contains 42204 members 
Mstep: Class 19 contains 12837 members 
Mstep: Class 20 contains 8509 members 
Mstep: Class 21 contains 68937 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 39127 members 
Mstep: Class 26 contains 9303 members 
Mstep: Class 27 contains 4650 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15536 members 
Mstep: Class 30 contains 56248 members 
Entering Unmasked Estep 
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Iteration 76Q: 31 clusters Score -5.884049e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 25565 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 118868 members 
Mstep: Class 6 contains 31532 members 
Mstep: Class 7 contains 12381 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 37058 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 7267 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15782 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 12830 members 
Mstep: Class 20 contains 8498 members 
Mstep: Class 21 contains 68947 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 9339 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15530 members 
Mstep: Class 30 contains 56249 members 
Entering Unmasked Estep 
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Iteration 77Q: 31 clusters Score -5.884059e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 25564 members 
Mstep: Class 4 contains 17687 members 
Mstep: Class 5 contains 118853 members 
Mstep: Class 6 contains 31542 members 
Mstep: Class 7 contains 12415 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 7282 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 12176 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15791 members 
Mstep: Class 18 contains 42187 members 
Mstep: Class 19 contains 12824 members 
Mstep: Class 20 contains 8478 members 
Mstep: Class 21 contains 68954 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 39091 members 
Mstep: Class 26 contains 9363 members 
Mstep: Class 27 contains 4652 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15518 members 
Mstep: Class 30 contains 56248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58840508.000000 Penalty: 99305.992188
Iteration 78Q: 31 clusters Score -5.884051e+07 nChanged 237
Entering ConstructFrom: 
Score: -58840508.000000 Penalty: 99305.992188
Entering ConstructFrom: 
Trying to split cluster 1 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -187207.500000 Penalty: 1900.990601
	Iteration 0F: 2 clusters Score -187207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -184479.703125 Penalty: 3801.981201
	Iteration 0F: 3 clusters Score -184479.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -185003.250000 Penalty: 3801.981201
	Iteration 1F: 3 clusters Score -185003.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -185169.125000 Penalty: 3801.981201
	Iteration 2F: 3 clusters Score -185169.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -185292.875000 Penalty: 3801.981201
	Iteration 3F: 3 clusters Score -185292.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -185412.359375 Penalty: 3801.981201
	Iteration 4Q: 3 clusters Score -185412.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -185548.796875 Penalty: 3801.981201
	Iteration 5Q: 3 clusters Score -185548.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -185661.015625 Penalty: 3801.981201
	Iteration 6Q: 3 clusters Score -185661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -185767.625000 Penalty: 3801.981201
	Iteration 7Q: 3 clusters Score -185767.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -185842.125000 Penalty: 3801.981201
	Iteration 8Q: 3 clusters Score -185842.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -185890.234375 Penalty: 3801.981201
	Iteration 9Q: 3 clusters Score -185890.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -185922.390625 Penalty: 3801.981201
	Iteration 10Q: 3 clusters Score -185922.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -185953.390625 Penalty: 3801.981201
	Iteration 11Q: 3 clusters Score -185953.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -185978.734375 Penalty: 3801.981201
	Iteration 12Q: 3 clusters Score -185978.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -185996.468750 Penalty: 3801.981201
	Iteration 13Q: 3 clusters Score -185996.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -186016.921875 Penalty: 3801.981201
	Iteration 14Q: 3 clusters Score -186016.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -186044.250000 Penalty: 3801.981201
	Iteration 15Q: 3 clusters Score -186044.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -186078.437500 Penalty: 3801.981201
	Iteration 16Q: 3 clusters Score -186078.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -186120.671875 Penalty: 3801.981201
	Iteration 17Q: 3 clusters Score -186120.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -186171.718750 Penalty: 3801.981201
	Iteration 18Q: 3 clusters Score -186171.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -186190.140625 Penalty: 3801.981201
	Iteration 19Q: 3 clusters Score -186190.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -186203.375000 Penalty: 3801.981201
	Iteration 20F: 3 clusters Score -186203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -186206.062500 Penalty: 3801.981201
	Iteration 21Q: 3 clusters Score -186206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -186209.750000 Penalty: 3801.981201
	Iteration 22Q: 3 clusters Score -186209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -186210.609375 Penalty: 3801.981201
	Iteration 23Q: 3 clusters Score -186210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -186211.109375 Penalty: 3801.981201
	Iteration 24Q: 3 clusters Score -186211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -186211.109375 Penalty: 3801.981201
	Iteration 25F: 3 clusters Score -186211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -383328.750000 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -383328.8 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 2083 members 
Entering Unmasked Estep 
Score: -379273.500000 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -379273.5 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -380245.687500 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -380245.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -380478.843750 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -380478.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -380651.093750 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -380651.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -380786.656250 Penalty: 4144.618164
	Iteration 4Q: 3 clusters Score -380786.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -380908.687500 Penalty: 4144.618164
	Iteration 5Q: 3 clusters Score -380908.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -381015.593750 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -381015.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -381126.718750 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -381126.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -381234.593750 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -381234.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -381328.312500 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -381328.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -381403.187500 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -381403.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -381485.156250 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -381485.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -381546.812500 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -381546.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -381590.937500 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -381590.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -381619.406250 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -381619.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -381638.031250 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -381638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -381654.562500 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -381654.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -381667.906250 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -381667.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -381676.375000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -381676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -381683.406250 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -381683.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -381689.468750 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -381689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -381694.093750 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -381694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -381697.093750 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -381697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -381698.531250 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -381698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -381701.343750 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -381701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -381702.156250 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -381702.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -381709.406250 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -381709.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -381719.000000 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -381719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -381723.468750 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -381723.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -381731.687500 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -381731.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -381737.187500 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -381737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -381742.187500 Penalty: 4144.618164
	Iteration 31Q: 3 clusters Score -381742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -381746.406250 Penalty: 4144.618164
	Iteration 32Q: 3 clusters Score -381746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -381748.437500 Penalty: 4144.618164
	Iteration 33Q: 3 clusters Score -381748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -381750.750000 Penalty: 4144.618164
	Iteration 34Q: 3 clusters Score -381750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -381752.656250 Penalty: 4144.618164
	Iteration 35Q: 3 clusters Score -381752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -381754.687500 Penalty: 4144.618164
	Iteration 36Q: 3 clusters Score -381754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -381757.031250 Penalty: 4144.618164
	Iteration 37Q: 3 clusters Score -381757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -381759.375000 Penalty: 4144.618164
	Iteration 38Q: 3 clusters Score -381759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -381759.781250 Penalty: 4144.618164
	Iteration 39Q: 3 clusters Score -381759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -381760.125000 Penalty: 4144.618164
	Iteration 40F: 3 clusters Score -381760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Entering Unmasked Estep 
Score: -2479134.000000 Penalty: 2516.917725
	Iteration 0F: 2 clusters Score -2479134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2461472.250000 Penalty: 5033.835449
	Iteration 0F: 3 clusters Score -2461472 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2467885.500000 Penalty: 5033.835449
	Iteration 1F: 3 clusters Score -2467886 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2468730.250000 Penalty: 5033.835449
	Iteration 2F: 3 clusters Score -2468730 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2469711.500000 Penalty: 5033.835449
	Iteration 3F: 3 clusters Score -2469712 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2470815.000000 Penalty: 5033.835449
	Iteration 4F: 3 clusters Score -2470815 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2472061.750000 Penalty: 5033.835449
	Iteration 5F: 3 clusters Score -2472062 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2473257.000000 Penalty: 5033.835449
	Iteration 6F: 3 clusters Score -2473257 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2474191.750000 Penalty: 5033.835449
	Iteration 7F: 3 clusters Score -2474192 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2474951.500000 Penalty: 5033.835449
	Iteration 8Q: 3 clusters Score -2474952 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2475484.000000 Penalty: 5033.835449
	Iteration 9Q: 3 clusters Score -2475484 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2475839.250000 Penalty: 5033.835449
	Iteration 10Q: 3 clusters Score -2475839 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2476076.750000 Penalty: 5033.835449
	Iteration 11Q: 3 clusters Score -2476077 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2476255.000000 Penalty: 5033.835449
	Iteration 12Q: 3 clusters Score -2476255 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2476382.750000 Penalty: 5033.835449
	Iteration 13Q: 3 clusters Score -2476383 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2476465.250000 Penalty: 5033.835449
	Iteration 14Q: 3 clusters Score -2476465 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2476522.750000 Penalty: 5033.835449
	Iteration 15Q: 3 clusters Score -2476523 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2476554.500000 Penalty: 5033.835449
	Iteration 16Q: 3 clusters Score -2476554 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2476585.500000 Penalty: 5033.835449
	Iteration 17Q: 3 clusters Score -2476586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2476617.500000 Penalty: 5033.835449
	Iteration 18Q: 3 clusters Score -2476618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2476652.750000 Penalty: 5033.835449
	Iteration 19Q: 3 clusters Score -2476653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2476677.500000 Penalty: 5033.835449
	Iteration 20F: 3 clusters Score -2476678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2476683.000000 Penalty: 5033.835449
	Iteration 21Q: 3 clusters Score -2476683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2476690.750000 Penalty: 5033.835449
	Iteration 22Q: 3 clusters Score -2476691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2476710.500000 Penalty: 5033.835449
	Iteration 23Q: 3 clusters Score -2476710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2476722.750000 Penalty: 5033.835449
	Iteration 24Q: 3 clusters Score -2476723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2476724.750000 Penalty: 5033.835449
	Iteration 25Q: 3 clusters Score -2476725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2476729.750000 Penalty: 5033.835449
	Iteration 26Q: 3 clusters Score -2476730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2476727.750000 Penalty: 5033.835449
	Iteration 27Q: 3 clusters Score -2476728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2476744.000000 Penalty: 5033.835449
	Iteration 28Q: 3 clusters Score -2476744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2476744.250000 Penalty: 5033.835449
	Iteration 29Q: 3 clusters Score -2476744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2476759.250000 Penalty: 5033.835449
	Iteration 30Q: 3 clusters Score -2476759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2476762.250000 Penalty: 5033.835449
	Iteration 31Q: 3 clusters Score -2476762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2476758.500000 Penalty: 5033.835449
	Iteration 32Q: 3 clusters Score -2476758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2476770.000000 Penalty: 5033.835449
	Iteration 33Q: 3 clusters Score -2476770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2476774.750000 Penalty: 5033.835449
	Iteration 34Q: 3 clusters Score -2476775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2476779.000000 Penalty: 5033.835449
	Iteration 35Q: 3 clusters Score -2476779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2476781.000000 Penalty: 5033.835449
	Iteration 36Q: 3 clusters Score -2476781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2476780.500000 Penalty: 5033.835449
	Iteration 37Q: 3 clusters Score -2476780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2476781.250000 Penalty: 5033.835449
	Iteration 38Q: 3 clusters Score -2476781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2476779.000000 Penalty: 5033.835449
	Iteration 39Q: 3 clusters Score -2476779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2476783.750000 Penalty: 5033.835449
	Iteration 40F: 3 clusters Score -2476784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2476785.000000 Penalty: 5033.835449
	Iteration 41Q: 3 clusters Score -2476785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2476786.500000 Penalty: 5033.835449
	Iteration 42Q: 3 clusters Score -2476786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2476795.500000 Penalty: 5033.835449
	Iteration 43Q: 3 clusters Score -2476796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2476805.250000 Penalty: 5033.835449
	Iteration 44Q: 3 clusters Score -2476805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2476809.750000 Penalty: 5033.835449
	Iteration 45Q: 3 clusters Score -2476810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2476810.250000 Penalty: 5033.835449
	Iteration 46Q: 3 clusters Score -2476810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2476808.500000 Penalty: 5033.835449
	Iteration 47Q: 3 clusters Score -2476808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2476813.500000 Penalty: 5033.835449
	Iteration 48Q: 3 clusters Score -2476814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2476813.500000 Penalty: 5033.835449
	Iteration 49Q: 3 clusters Score -2476814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2476823.750000 Penalty: 5033.835449
	Iteration 50Q: 3 clusters Score -2476824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2476820.000000 Penalty: 5033.835449
	Iteration 51Q: 3 clusters Score -2476820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2476815.250000 Penalty: 5033.835449
	Iteration 52Q: 3 clusters Score -2476815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2476824.750000 Penalty: 5033.835449
	Iteration 53Q: 3 clusters Score -2476825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2476833.000000 Penalty: 5033.835449
	Iteration 54Q: 3 clusters Score -2476833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2476829.750000 Penalty: 5033.835449
	Iteration 55Q: 3 clusters Score -2476830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2476832.750000 Penalty: 5033.835449
	Iteration 56Q: 3 clusters Score -2476833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2476834.000000 Penalty: 5033.835449
	Iteration 57Q: 3 clusters Score -2476834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2476841.000000 Penalty: 5033.835449
	Iteration 58Q: 3 clusters Score -2476841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2476841.250000 Penalty: 5033.835449
	Iteration 59Q: 3 clusters Score -2476841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2476840.250000 Penalty: 5033.835449
	Iteration 60F: 3 clusters Score -2476840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2476835.750000 Penalty: 5033.835449
	Iteration 61Q: 3 clusters Score -2476836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2476843.250000 Penalty: 5033.835449
	Iteration 62Q: 3 clusters Score -2476843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2476847.250000 Penalty: 5033.835449
	Iteration 63Q: 3 clusters Score -2476847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2476848.500000 Penalty: 5033.835449
	Iteration 64Q: 3 clusters Score -2476848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2476852.000000 Penalty: 5033.835449
	Iteration 65Q: 3 clusters Score -2476852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2476858.500000 Penalty: 5033.835449
	Iteration 66Q: 3 clusters Score -2476858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2476859.750000 Penalty: 5033.835449
	Iteration 67Q: 3 clusters Score -2476860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2476861.750000 Penalty: 5033.835449
	Iteration 68Q: 3 clusters Score -2476862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2476861.750000 Penalty: 5033.835449
	Iteration 69Q: 3 clusters Score -2476862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2476863.250000 Penalty: 5033.835449
	Iteration 70Q: 3 clusters Score -2476863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2476862.750000 Penalty: 5033.835449
	Iteration 71Q: 3 clusters Score -2476863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2476867.500000 Penalty: 5033.835449
	Iteration 72Q: 3 clusters Score -2476868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2476866.000000 Penalty: 5033.835449
	Iteration 73Q: 3 clusters Score -2476866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2476865.250000 Penalty: 5033.835449
	Iteration 74Q: 3 clusters Score -2476865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2476874.750000 Penalty: 5033.835449
	Iteration 75Q: 3 clusters Score -2476875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2476881.750000 Penalty: 5033.835449
	Iteration 76Q: 3 clusters Score -2476882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2476887.250000 Penalty: 5033.835449
	Iteration 77Q: 3 clusters Score -2476887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2476893.000000 Penalty: 5033.835449
	Iteration 78Q: 3 clusters Score -2476893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2476897.500000 Penalty: 5033.835449
	Iteration 79Q: 3 clusters Score -2476898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2476901.000000 Penalty: 5033.835449
	Iteration 80F: 3 clusters Score -2476901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2476909.750000 Penalty: 5033.835449
	Iteration 81Q: 3 clusters Score -2476910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2476924.000000 Penalty: 5033.835449
	Iteration 82Q: 3 clusters Score -2476924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2476933.750000 Penalty: 5033.835449
	Iteration 83Q: 3 clusters Score -2476934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2476954.250000 Penalty: 5033.835449
	Iteration 84Q: 3 clusters Score -2476954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2476975.500000 Penalty: 5033.835449
	Iteration 85Q: 3 clusters Score -2476976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2476989.250000 Penalty: 5033.835449
	Iteration 86Q: 3 clusters Score -2476989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2477001.250000 Penalty: 5033.835449
	Iteration 87Q: 3 clusters Score -2477001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2477018.000000 Penalty: 5033.835449
	Iteration 88Q: 3 clusters Score -2477018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2477038.250000 Penalty: 5033.835449
	Iteration 89Q: 3 clusters Score -2477038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2477061.000000 Penalty: 5033.835449
	Iteration 90Q: 3 clusters Score -2477061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2477082.500000 Penalty: 5033.835449
	Iteration 91Q: 3 clusters Score -2477082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2477110.000000 Penalty: 5033.835449
	Iteration 92Q: 3 clusters Score -2477110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2477120.750000 Penalty: 5033.835449
	Iteration 93Q: 3 clusters Score -2477121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2477146.250000 Penalty: 5033.835449
	Iteration 94Q: 3 clusters Score -2477146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2477159.500000 Penalty: 5033.835449
	Iteration 95Q: 3 clusters Score -2477160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2477168.000000 Penalty: 5033.835449
	Iteration 96Q: 3 clusters Score -2477168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2477180.750000 Penalty: 5033.835449
	Iteration 97Q: 3 clusters Score -2477181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2477184.250000 Penalty: 5033.835449
	Iteration 98Q: 3 clusters Score -2477184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2477196.000000 Penalty: 5033.835449
	Iteration 99Q: 3 clusters Score -2477196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2477196.500000 Penalty: 5033.835449
	Iteration 100F: 3 clusters Score -2477196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2477205.250000 Penalty: 5033.835449
	Iteration 101Q: 3 clusters Score -2477205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2477208.500000 Penalty: 5033.835449
	Iteration 102Q: 3 clusters Score -2477208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2477212.000000 Penalty: 5033.835449
	Iteration 103Q: 3 clusters Score -2477212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2477216.250000 Penalty: 5033.835449
	Iteration 104Q: 3 clusters Score -2477216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2477222.750000 Penalty: 5033.835449
	Iteration 105Q: 3 clusters Score -2477223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2477226.500000 Penalty: 5033.835449
	Iteration 106Q: 3 clusters Score -2477226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2477225.250000 Penalty: 5033.835449
	Iteration 107Q: 3 clusters Score -2477225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2477229.250000 Penalty: 5033.835449
	Iteration 108Q: 3 clusters Score -2477229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2477234.250000 Penalty: 5033.835449
	Iteration 109Q: 3 clusters Score -2477234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2477233.750000 Penalty: 5033.835449
	Iteration 110Q: 3 clusters Score -2477234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2477238.500000 Penalty: 5033.835449
	Iteration 111Q: 3 clusters Score -2477238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2477241.000000 Penalty: 5033.835449
	Iteration 112Q: 3 clusters Score -2477241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2477238.500000 Penalty: 5033.835449
	Iteration 113Q: 3 clusters Score -2477238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2477238.750000 Penalty: 5033.835449
	Iteration 114Q: 3 clusters Score -2477239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2477235.250000 Penalty: 5033.835449
	Iteration 115Q: 3 clusters Score -2477235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2477241.500000 Penalty: 5033.835449
	Iteration 116Q: 3 clusters Score -2477242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2477241.250000 Penalty: 5033.835449
	Iteration 117Q: 3 clusters Score -2477241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2477243.250000 Penalty: 5033.835449
	Iteration 118Q: 3 clusters Score -2477243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2477241.750000 Penalty: 5033.835449
	Iteration 119Q: 3 clusters Score -2477242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2477242.500000 Penalty: 5033.835449
	Iteration 120F: 3 clusters Score -2477242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2477243.000000 Penalty: 5033.835449
	Iteration 121Q: 3 clusters Score -2477243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2477244.000000 Penalty: 5033.835449
	Iteration 122Q: 3 clusters Score -2477244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2477242.750000 Penalty: 5033.835449
	Iteration 123Q: 3 clusters Score -2477243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2477243.750000 Penalty: 5033.835449
	Iteration 124Q: 3 clusters Score -2477244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2477243.750000 Penalty: 5033.835449
	Iteration 125F: 3 clusters Score -2477244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Entering Unmasked Estep 
Score: -1621710.500000 Penalty: 2425.164062
	Iteration 0F: 2 clusters Score -1621710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1609056.500000 Penalty: 4850.328125
	Iteration 0F: 3 clusters Score -1609056 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1613202.000000 Penalty: 4850.328125
	Iteration 1F: 3 clusters Score -1613202 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1613628.375000 Penalty: 4850.328125
	Iteration 2F: 3 clusters Score -1613628 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1614042.125000 Penalty: 4850.328125
	Iteration 3F: 3 clusters Score -1614042 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1614488.250000 Penalty: 4850.328125
	Iteration 4Q: 3 clusters Score -1614488 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1614986.625000 Penalty: 4850.328125
	Iteration 5F: 3 clusters Score -1614987 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1615602.750000 Penalty: 4850.328125
	Iteration 6F: 3 clusters Score -1615603 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1616423.500000 Penalty: 4850.328125
	Iteration 7F: 3 clusters Score -1616424 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1617392.875000 Penalty: 4850.328125
	Iteration 8F: 3 clusters Score -1617393 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1618380.250000 Penalty: 4850.328125
	Iteration 9F: 3 clusters Score -1618380 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1619263.000000 Penalty: 4850.328125
	Iteration 10F: 3 clusters Score -1619263 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1619899.000000 Penalty: 4850.328125
	Iteration 11Q: 3 clusters Score -1619899 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1620271.500000 Penalty: 4850.328125
	Iteration 12Q: 3 clusters Score -1620272 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1620500.500000 Penalty: 4850.328125
	Iteration 13Q: 3 clusters Score -1620500 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1620635.250000 Penalty: 4850.328125
	Iteration 14Q: 3 clusters Score -1620635 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1620733.875000 Penalty: 4850.328125
	Iteration 15Q: 3 clusters Score -1620734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1620805.500000 Penalty: 4850.328125
	Iteration 16Q: 3 clusters Score -1620806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1620869.375000 Penalty: 4850.328125
	Iteration 17Q: 3 clusters Score -1620869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1620908.125000 Penalty: 4850.328125
	Iteration 18Q: 3 clusters Score -1620908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1620943.875000 Penalty: 4850.328125
	Iteration 19Q: 3 clusters Score -1620944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1620971.375000 Penalty: 4850.328125
	Iteration 20F: 3 clusters Score -1620971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1620991.250000 Penalty: 4850.328125
	Iteration 21Q: 3 clusters Score -1620991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1620997.750000 Penalty: 4850.328125
	Iteration 22Q: 3 clusters Score -1620998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1621006.000000 Penalty: 4850.328125
	Iteration 23Q: 3 clusters Score -1621006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1621008.250000 Penalty: 4850.328125
	Iteration 24Q: 3 clusters Score -1621008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1621011.750000 Penalty: 4850.328125
	Iteration 25Q: 3 clusters Score -1621012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1621008.875000 Penalty: 4850.328125
	Iteration 26Q: 3 clusters Score -1621009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1621017.750000 Penalty: 4850.328125
	Iteration 27Q: 3 clusters Score -1621018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1621020.500000 Penalty: 4850.328125
	Iteration 28Q: 3 clusters Score -1621020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1621021.500000 Penalty: 4850.328125
	Iteration 29Q: 3 clusters Score -1621022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1621021.125000 Penalty: 4850.328125
	Iteration 30Q: 3 clusters Score -1621021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1621024.000000 Penalty: 4850.328125
	Iteration 31Q: 3 clusters Score -1621024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1621027.375000 Penalty: 4850.328125
	Iteration 32Q: 3 clusters Score -1621027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1621025.375000 Penalty: 4850.328125
	Iteration 33Q: 3 clusters Score -1621025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1621029.875000 Penalty: 4850.328125
	Iteration 34Q: 3 clusters Score -1621030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1621026.750000 Penalty: 4850.328125
	Iteration 35Q: 3 clusters Score -1621027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1621028.125000 Penalty: 4850.328125
	Iteration 36Q: 3 clusters Score -1621028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1621029.750000 Penalty: 4850.328125
	Iteration 37Q: 3 clusters Score -1621030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1621027.375000 Penalty: 4850.328125
	Iteration 38Q: 3 clusters Score -1621027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1621025.125000 Penalty: 4850.328125
	Iteration 39Q: 3 clusters Score -1621025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1621025.625000 Penalty: 4850.328125
	Iteration 40F: 3 clusters Score -1621026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (118839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118839 members 
Entering Unmasked Estep 
Score: -11514319.000000 Penalty: 2898.010254
	Iteration 0F: 2 clusters Score -1.151432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -11434684.000000 Penalty: 5796.020508
	Iteration 0F: 3 clusters Score -1.143468e+07 nChanged 56468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -11468211.000000 Penalty: 5796.020508
	Iteration 1F: 3 clusters Score -1.146821e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -11471335.000000 Penalty: 5796.020508
	Iteration 2Q: 3 clusters Score -1.147134e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -11475772.000000 Penalty: 5796.020508
	Iteration 3F: 3 clusters Score -1.147577e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -11482143.000000 Penalty: 5796.020508
	Iteration 4F: 3 clusters Score -1.148214e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -11489705.000000 Penalty: 5796.020508
	Iteration 5F: 3 clusters Score -1.14897e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -11497010.000000 Penalty: 5796.020508
	Iteration 6F: 3 clusters Score -1.149701e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -11503231.000000 Penalty: 5796.020508
	Iteration 7F: 3 clusters Score -1.150323e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -11507888.000000 Penalty: 5796.020508
	Iteration 8Q: 3 clusters Score -1.150789e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -11511056.000000 Penalty: 5796.020508
	Iteration 9Q: 3 clusters Score -1.151106e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -11512876.000000 Penalty: 5796.020508
	Iteration 10Q: 3 clusters Score -1.151288e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -11513947.000000 Penalty: 5796.020508
	Iteration 11Q: 3 clusters Score -1.151395e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -11514649.000000 Penalty: 5796.020508
	Iteration 12Q: 3 clusters Score -1.151465e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -11515102.000000 Penalty: 5796.020508
	Iteration 13Q: 3 clusters Score -1.15151e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -11515400.000000 Penalty: 5796.020508
	Iteration 14Q: 3 clusters Score -1.15154e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -11515548.000000 Penalty: 5796.020508
	Iteration 15Q: 3 clusters Score -1.151555e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -11515660.000000 Penalty: 5796.020508
	Iteration 16Q: 3 clusters Score -1.151566e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -11515784.000000 Penalty: 5796.020508
	Iteration 17Q: 3 clusters Score -1.151578e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -11515872.000000 Penalty: 5796.020508
	Iteration 18Q: 3 clusters Score -1.151587e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 105634 members 
Entering Unmasked Estep 
Score: -11515891.000000 Penalty: 5796.020508
	Iteration 19Q: 3 clusters Score -1.151589e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -11515938.000000 Penalty: 5796.020508
	Iteration 20F: 3 clusters Score -1.151594e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 106100 members 
Entering Unmasked Estep 
Score: -11515978.000000 Penalty: 5796.020508
	Iteration 21Q: 3 clusters Score -1.151598e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -11516008.000000 Penalty: 5796.020508
	Iteration 22Q: 3 clusters Score -1.151601e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -11516046.000000 Penalty: 5796.020508
	Iteration 23Q: 3 clusters Score -1.151605e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -11516101.000000 Penalty: 5796.020508
	Iteration 24Q: 3 clusters Score -1.15161e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -11516127.000000 Penalty: 5796.020508
	Iteration 25Q: 3 clusters Score -1.151613e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -11516142.000000 Penalty: 5796.020508
	Iteration 26Q: 3 clusters Score -1.151614e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -11516138.000000 Penalty: 5796.020508
	Iteration 27Q: 3 clusters Score -1.151614e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -11516177.000000 Penalty: 5796.020508
	Iteration 28Q: 3 clusters Score -1.151618e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 107526 members 
Entering Unmasked Estep 
Score: -11516199.000000 Penalty: 5796.020508
	Iteration 29Q: 3 clusters Score -1.15162e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -11516220.000000 Penalty: 5796.020508
	Iteration 30Q: 3 clusters Score -1.151622e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -11516238.000000 Penalty: 5796.020508
	Iteration 31Q: 3 clusters Score -1.151624e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -11516248.000000 Penalty: 5796.020508
	Iteration 32Q: 3 clusters Score -1.151625e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
Score: -11516232.000000 Penalty: 5796.020508
	Iteration 33Q: 3 clusters Score -1.151623e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 108027 members 
Entering Unmasked Estep 
Score: -11516234.000000 Penalty: 5796.020508
	Iteration 34Q: 3 clusters Score -1.151623e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -11516257.000000 Penalty: 5796.020508
	Iteration 35Q: 3 clusters Score -1.151626e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -11516239.000000 Penalty: 5796.020508
	Iteration 36Q: 3 clusters Score -1.151624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -11516231.000000 Penalty: 5796.020508
	Iteration 37Q: 3 clusters Score -1.151623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -11516245.000000 Penalty: 5796.020508
	Iteration 38Q: 3 clusters Score -1.151624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -11516246.000000 Penalty: 5796.020508
	Iteration 39Q: 3 clusters Score -1.151625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -11516229.000000 Penalty: 5796.020508
	Iteration 40F: 3 clusters Score -1.151623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -11516233.000000 Penalty: 5796.020508
	Iteration 41Q: 3 clusters Score -1.151623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -11516239.000000 Penalty: 5796.020508
	Iteration 42Q: 3 clusters Score -1.151624e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -11516232.000000 Penalty: 5796.020508
	Iteration 43Q: 3 clusters Score -1.151623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -11516242.000000 Penalty: 5796.020508
	Iteration 44Q: 3 clusters Score -1.151624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -11516245.000000 Penalty: 5796.020508
	Iteration 45Q: 3 clusters Score -1.151624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 108612 members 
Entering Unmasked Estep 
Score: -11516255.000000 Penalty: 5796.020508
	Iteration 46Q: 3 clusters Score -1.151626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -11516260.000000 Penalty: 5796.020508
	Iteration 47Q: 3 clusters Score -1.151626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -11516249.000000 Penalty: 5796.020508
	Iteration 48Q: 3 clusters Score -1.151625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -11516241.000000 Penalty: 5796.020508
	Iteration 49Q: 3 clusters Score -1.151624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -11516246.000000 Penalty: 5796.020508
	Iteration 50Q: 3 clusters Score -1.151625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -11516241.000000 Penalty: 5796.020508
	Iteration 51Q: 3 clusters Score -1.151624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -11516241.000000 Penalty: 5796.020508
	Iteration 52Q: 3 clusters Score -1.151624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -11516231.000000 Penalty: 5796.020508
	Iteration 53Q: 3 clusters Score -1.151623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -11516248.000000 Penalty: 5796.020508
	Iteration 54Q: 3 clusters Score -1.151625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -11516237.000000 Penalty: 5796.020508
	Iteration 55Q: 3 clusters Score -1.151624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -11516239.000000 Penalty: 5796.020508
	Iteration 56Q: 3 clusters Score -1.151624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -11516243.000000 Penalty: 5796.020508
	Iteration 57Q: 3 clusters Score -1.151624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -11516237.000000 Penalty: 5796.020508
	Iteration 58Q: 3 clusters Score -1.151624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -11516243.000000 Penalty: 5796.020508
	Iteration 59Q: 3 clusters Score -1.151624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -11516238.000000 Penalty: 5796.020508
	Iteration 60F: 3 clusters Score -1.151624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -11516242.000000 Penalty: 5796.020508
	Iteration 61Q: 3 clusters Score -1.151624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 108812 members 
Entering Unmasked Estep 
Score: -11516250.000000 Penalty: 5796.020508
	Iteration 62Q: 3 clusters Score -1.151625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -11516249.000000 Penalty: 5796.020508
	Iteration 63Q: 3 clusters Score -1.151625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 108821 members 
Entering Unmasked Estep 
Score: -11516245.000000 Penalty: 5796.020508
	Iteration 64Q: 3 clusters Score -1.151624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -11516246.000000 Penalty: 5796.020508
	Iteration 65Q: 3 clusters Score -1.151625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 108828 members 
Entering Unmasked Estep 
Score: -11516255.000000 Penalty: 5796.020508
	Iteration 66Q: 3 clusters Score -1.151626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -11516244.000000 Penalty: 5796.020508
	Iteration 67Q: 3 clusters Score -1.151624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -11516244.000000 Penalty: 5796.020508
	Iteration 68Q: 3 clusters Score -1.151624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -11516238.000000 Penalty: 5796.020508
	Iteration 69Q: 3 clusters Score -1.151624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -11516239.000000 Penalty: 5796.020508
	Iteration 70Q: 3 clusters Score -1.151624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -11516243.000000 Penalty: 5796.020508
	Iteration 71Q: 3 clusters Score -1.151624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -11516247.000000 Penalty: 5796.020508
	Iteration 72Q: 3 clusters Score -1.151625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -11516244.000000 Penalty: 5796.020508
	Iteration 73Q: 3 clusters Score -1.151624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -11516251.000000 Penalty: 5796.020508
	Iteration 74Q: 3 clusters Score -1.151625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -11516246.000000 Penalty: 5796.020508
	Iteration 75Q: 3 clusters Score -1.151625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -11516252.000000 Penalty: 5796.020508
	Iteration 76Q: 3 clusters Score -1.151625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -11516246.000000 Penalty: 5796.020508
	Iteration 77Q: 3 clusters Score -1.151625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -11516254.000000 Penalty: 5796.020508
	Iteration 78Q: 3 clusters Score -1.151625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 108921 members 
Entering Unmasked Estep 
Score: -11516243.000000 Penalty: 5796.020508
	Iteration 79Q: 3 clusters Score -1.151624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -11516245.000000 Penalty: 5796.020508
	Iteration 80F: 3 clusters Score -1.151624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -11516246.000000 Penalty: 5796.020508
	Iteration 81Q: 3 clusters Score -1.151625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -11516242.000000 Penalty: 5796.020508
	Iteration 82Q: 3 clusters Score -1.151624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -11516237.000000 Penalty: 5796.020508
	Iteration 83Q: 3 clusters Score -1.151624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -11516244.000000 Penalty: 5796.020508
	Iteration 84Q: 3 clusters Score -1.151624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -11516243.000000 Penalty: 5796.020508
	Iteration 85Q: 3 clusters Score -1.151624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -11516249.000000 Penalty: 5796.020508
	Iteration 86Q: 3 clusters Score -1.151625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -11516254.000000 Penalty: 5796.020508
	Iteration 87Q: 3 clusters Score -1.151625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -11516259.000000 Penalty: 5796.020508
	Iteration 88Q: 3 clusters Score -1.151626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -11516260.000000 Penalty: 5796.020508
	Iteration 89Q: 3 clusters Score -1.151626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -11516260.000000 Penalty: 5796.020508
	Iteration 90Q: 3 clusters Score -1.151626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -11516248.000000 Penalty: 5796.020508
	Iteration 91Q: 3 clusters Score -1.151625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -11516248.000000 Penalty: 5796.020508
	Iteration 92F: 3 clusters Score -1.151625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Entering Unmasked Estep 
Score: -58841716.000000 Penalty: 102616.195312
Splitting cluster 5 changes total score from -58840508.000000 to -58841716.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 6 (31550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Entering Unmasked Estep 
Score: -3089870.750000 Penalty: 2569.113770
	Iteration 0F: 2 clusters Score -3089871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3068372.500000 Penalty: 5138.227539
	Iteration 0F: 3 clusters Score -3068372 nChanged 14213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3076306.000000 Penalty: 5138.227539
	Iteration 1F: 3 clusters Score -3076306 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3077171.250000 Penalty: 5138.227539
	Iteration 2F: 3 clusters Score -3077171 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3078690.250000 Penalty: 5138.227539
	Iteration 3F: 3 clusters Score -3078690 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3081019.250000 Penalty: 5138.227539
	Iteration 4F: 3 clusters Score -3081019 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3083663.750000 Penalty: 5138.227539
	Iteration 5F: 3 clusters Score -3083664 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3085720.750000 Penalty: 5138.227539
	Iteration 6F: 3 clusters Score -3085721 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3087190.000000 Penalty: 5138.227539
	Iteration 7F: 3 clusters Score -3087190 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3088180.500000 Penalty: 5138.227539
	Iteration 8F: 3 clusters Score -3088180 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3088851.000000 Penalty: 5138.227539
	Iteration 9Q: 3 clusters Score -3088851 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3089216.000000 Penalty: 5138.227539
	Iteration 10Q: 3 clusters Score -3089216 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3089392.000000 Penalty: 5138.227539
	Iteration 11Q: 3 clusters Score -3089392 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3089511.750000 Penalty: 5138.227539
	Iteration 12Q: 3 clusters Score -3089512 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3089578.500000 Penalty: 5138.227539
	Iteration 13Q: 3 clusters Score -3089578 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3089640.750000 Penalty: 5138.227539
	Iteration 14Q: 3 clusters Score -3089641 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3089671.000000 Penalty: 5138.227539
	Iteration 15Q: 3 clusters Score -3089671 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3089695.000000 Penalty: 5138.227539
	Iteration 16Q: 3 clusters Score -3089695 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3089714.500000 Penalty: 5138.227539
	Iteration 17Q: 3 clusters Score -3089714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3089727.750000 Penalty: 5138.227539
	Iteration 18Q: 3 clusters Score -3089728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3089734.250000 Penalty: 5138.227539
	Iteration 19Q: 3 clusters Score -3089734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3089756.000000 Penalty: 5138.227539
	Iteration 20F: 3 clusters Score -3089756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3089765.250000 Penalty: 5138.227539
	Iteration 21Q: 3 clusters Score -3089765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3089773.750000 Penalty: 5138.227539
	Iteration 22Q: 3 clusters Score -3089774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3089775.000000 Penalty: 5138.227539
	Iteration 23Q: 3 clusters Score -3089775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3089788.500000 Penalty: 5138.227539
	Iteration 24Q: 3 clusters Score -3089788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3089790.250000 Penalty: 5138.227539
	Iteration 25Q: 3 clusters Score -3089790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3089792.000000 Penalty: 5138.227539
	Iteration 26Q: 3 clusters Score -3089792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3089794.500000 Penalty: 5138.227539
	Iteration 27Q: 3 clusters Score -3089794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3089793.000000 Penalty: 5138.227539
	Iteration 28Q: 3 clusters Score -3089793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3089797.250000 Penalty: 5138.227539
	Iteration 29Q: 3 clusters Score -3089797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3089802.750000 Penalty: 5138.227539
	Iteration 30Q: 3 clusters Score -3089803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3089814.750000 Penalty: 5138.227539
	Iteration 31Q: 3 clusters Score -3089815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3089802.000000 Penalty: 5138.227539
	Iteration 32Q: 3 clusters Score -3089802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3089804.500000 Penalty: 5138.227539
	Iteration 33Q: 3 clusters Score -3089804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3089807.000000 Penalty: 5138.227539
	Iteration 34Q: 3 clusters Score -3089807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3089812.750000 Penalty: 5138.227539
	Iteration 35Q: 3 clusters Score -3089813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3089822.250000 Penalty: 5138.227539
	Iteration 36Q: 3 clusters Score -3089822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3089819.500000 Penalty: 5138.227539
	Iteration 37Q: 3 clusters Score -3089820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3089816.000000 Penalty: 5138.227539
	Iteration 38Q: 3 clusters Score -3089816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3089820.250000 Penalty: 5138.227539
	Iteration 39Q: 3 clusters Score -3089820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3089824.750000 Penalty: 5138.227539
	Iteration 40F: 3 clusters Score -3089825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3089827.000000 Penalty: 5138.227539
	Iteration 41Q: 3 clusters Score -3089827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3089819.750000 Penalty: 5138.227539
	Iteration 42Q: 3 clusters Score -3089820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3089823.500000 Penalty: 5138.227539
	Iteration 43Q: 3 clusters Score -3089824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3089821.250000 Penalty: 5138.227539
	Iteration 44Q: 3 clusters Score -3089821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3089824.250000 Penalty: 5138.227539
	Iteration 45Q: 3 clusters Score -3089824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3089823.000000 Penalty: 5138.227539
	Iteration 46Q: 3 clusters Score -3089823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3089825.000000 Penalty: 5138.227539
	Iteration 47Q: 3 clusters Score -3089825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3089827.500000 Penalty: 5138.227539
	Iteration 48Q: 3 clusters Score -3089828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3089827.750000 Penalty: 5138.227539
	Iteration 49Q: 3 clusters Score -3089828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3089831.250000 Penalty: 5138.227539
	Iteration 50Q: 3 clusters Score -3089831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3089828.500000 Penalty: 5138.227539
	Iteration 51Q: 3 clusters Score -3089828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3089826.750000 Penalty: 5138.227539
	Iteration 52Q: 3 clusters Score -3089827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3089825.250000 Penalty: 5138.227539
	Iteration 53Q: 3 clusters Score -3089825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3089824.500000 Penalty: 5138.227539
	Iteration 54Q: 3 clusters Score -3089824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3089826.500000 Penalty: 5138.227539
	Iteration 55Q: 3 clusters Score -3089826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3089826.500000 Penalty: 5138.227539
	Iteration 56F: 3 clusters Score -3089826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1117941.500000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1117942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1108778.250000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1108778 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1113077.250000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1113077 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1114636.250000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1114636 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1115775.375000 Penalty: 4676.342285
	Iteration 3F: 3 clusters Score -1115775 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1116567.875000 Penalty: 4676.342285
	Iteration 4F: 3 clusters Score -1116568 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1117147.125000 Penalty: 4676.342285
	Iteration 5F: 3 clusters Score -1117147 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1117493.625000 Penalty: 4676.342285
	Iteration 6Q: 3 clusters Score -1117494 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1117663.625000 Penalty: 4676.342285
	Iteration 7Q: 3 clusters Score -1117664 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1117757.500000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1117758 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1117821.000000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1117821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1117863.625000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1117864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1117908.500000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1117908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1117938.000000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1117938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1117963.250000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1117963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1117975.250000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1117975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1117996.875000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1117997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1118014.125000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1118014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1118036.375000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1118036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1118068.000000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1118068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1118101.875000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1118102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1118127.000000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1118127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1118161.875000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1118162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1118197.750000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1118198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1118256.625000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1118257 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1118346.875000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1118347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1118430.375000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1118430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1118521.250000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1118521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1118657.250000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1118657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1118806.000000 Penalty: 4676.342285
	Iteration 28Q: 3 clusters Score -1118806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1119001.250000 Penalty: 4676.342285
	Iteration 29Q: 3 clusters Score -1119001 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1119401.125000 Penalty: 4676.342285
	Iteration 30Q: 3 clusters Score -1119401 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1120015.125000 Penalty: 4676.342285
	Iteration 31Q: 3 clusters Score -1120015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1120204.000000 Penalty: 4676.342285
	Iteration 32Q: 3 clusters Score -1120204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1120247.000000 Penalty: 4676.342285
	Iteration 33Q: 3 clusters Score -1120247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1120265.750000 Penalty: 4676.342285
	Iteration 34Q: 3 clusters Score -1120266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1120276.125000 Penalty: 4676.342285
	Iteration 35Q: 3 clusters Score -1120276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1120281.250000 Penalty: 4676.342285
	Iteration 36Q: 3 clusters Score -1120281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1120284.250000 Penalty: 4676.342285
	Iteration 37Q: 3 clusters Score -1120284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1120288.375000 Penalty: 4676.342285
	Iteration 38Q: 3 clusters Score -1120288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1120289.125000 Penalty: 4676.342285
	Iteration 39Q: 3 clusters Score -1120289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1120288.875000 Penalty: 4676.342285
	Iteration 40F: 3 clusters Score -1120289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Entering Unmasked Estep 
Score: -58843028.000000 Penalty: 105926.390625
Splitting cluster 7 changes total score from -58840508.000000 to -58843028.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -215622.046875 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -215622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -212671.734375 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -212671.7 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213533.750000 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -213533.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -214013.000000 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -214013 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -214471.578125 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -214471.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -214803.375000 Penalty: 3921.830078
	Iteration 4F: 3 clusters Score -214803.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -215074.031250 Penalty: 3921.830078
	Iteration 5F: 3 clusters Score -215074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -215270.578125 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -215270.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -215343.406250 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -215343.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -215382.218750 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -215382.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -215415.906250 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -215415.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -215431.875000 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -215431.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -215442.171875 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -215442.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -215450.234375 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -215450.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -215456.250000 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -215456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215459.281250 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -215459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215462.031250 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -215462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -215461.828125 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -215461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -215461.828125 Penalty: 3921.830078
	Iteration 17F: 3 clusters Score -215461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Entering Unmasked Estep 
Score: -3691036.750000 Penalty: 2608.872070
	Iteration 0F: 2 clusters Score -3691037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3665843.000000 Penalty: 5217.744141
	Iteration 0F: 3 clusters Score -3665843 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3675312.250000 Penalty: 5217.744141
	Iteration 1F: 3 clusters Score -3675312 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3676215.000000 Penalty: 5217.744141
	Iteration 2F: 3 clusters Score -3676215 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3677206.750000 Penalty: 5217.744141
	Iteration 3F: 3 clusters Score -3677207 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3678358.000000 Penalty: 5217.744141
	Iteration 4F: 3 clusters Score -3678358 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3679740.250000 Penalty: 5217.744141
	Iteration 5F: 3 clusters Score -3679740 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3681261.250000 Penalty: 5217.744141
	Iteration 6F: 3 clusters Score -3681261 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3682758.750000 Penalty: 5217.744141
	Iteration 7F: 3 clusters Score -3682759 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3684198.000000 Penalty: 5217.744141
	Iteration 8F: 3 clusters Score -3684198 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3685240.500000 Penalty: 5217.744141
	Iteration 9F: 3 clusters Score -3685240 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3685841.250000 Penalty: 5217.744141
	Iteration 10Q: 3 clusters Score -3685841 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3686177.500000 Penalty: 5217.744141
	Iteration 11Q: 3 clusters Score -3686178 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3686371.750000 Penalty: 5217.744141
	Iteration 12Q: 3 clusters Score -3686372 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3686486.250000 Penalty: 5217.744141
	Iteration 13Q: 3 clusters Score -3686486 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3686558.250000 Penalty: 5217.744141
	Iteration 14Q: 3 clusters Score -3686558 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3686629.750000 Penalty: 5217.744141
	Iteration 15Q: 3 clusters Score -3686630 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3686658.500000 Penalty: 5217.744141
	Iteration 16Q: 3 clusters Score -3686658 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3686684.250000 Penalty: 5217.744141
	Iteration 17Q: 3 clusters Score -3686684 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3686714.250000 Penalty: 5217.744141
	Iteration 18Q: 3 clusters Score -3686714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3686727.750000 Penalty: 5217.744141
	Iteration 19Q: 3 clusters Score -3686728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3686742.500000 Penalty: 5217.744141
	Iteration 20F: 3 clusters Score -3686742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3686770.250000 Penalty: 5217.744141
	Iteration 21Q: 3 clusters Score -3686770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3686790.000000 Penalty: 5217.744141
	Iteration 22Q: 3 clusters Score -3686790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3686810.250000 Penalty: 5217.744141
	Iteration 23Q: 3 clusters Score -3686810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3686805.250000 Penalty: 5217.744141
	Iteration 24Q: 3 clusters Score -3686805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3686809.000000 Penalty: 5217.744141
	Iteration 25Q: 3 clusters Score -3686809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3686804.250000 Penalty: 5217.744141
	Iteration 26Q: 3 clusters Score -3686804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3686810.750000 Penalty: 5217.744141
	Iteration 27Q: 3 clusters Score -3686811 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3686820.000000 Penalty: 5217.744141
	Iteration 28Q: 3 clusters Score -3686820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3686838.250000 Penalty: 5217.744141
	Iteration 29Q: 3 clusters Score -3686838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3686832.750000 Penalty: 5217.744141
	Iteration 30Q: 3 clusters Score -3686833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3686835.500000 Penalty: 5217.744141
	Iteration 31Q: 3 clusters Score -3686836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3686846.750000 Penalty: 5217.744141
	Iteration 32Q: 3 clusters Score -3686847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3686843.250000 Penalty: 5217.744141
	Iteration 33Q: 3 clusters Score -3686843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3686853.250000 Penalty: 5217.744141
	Iteration 34Q: 3 clusters Score -3686853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3686852.750000 Penalty: 5217.744141
	Iteration 35Q: 3 clusters Score -3686853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3686857.000000 Penalty: 5217.744141
	Iteration 36Q: 3 clusters Score -3686857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3686871.000000 Penalty: 5217.744141
	Iteration 37Q: 3 clusters Score -3686871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3686880.000000 Penalty: 5217.744141
	Iteration 38Q: 3 clusters Score -3686880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3686879.000000 Penalty: 5217.744141
	Iteration 39Q: 3 clusters Score -3686879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3686884.500000 Penalty: 5217.744141
	Iteration 40F: 3 clusters Score -3686884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3686895.500000 Penalty: 5217.744141
	Iteration 41Q: 3 clusters Score -3686896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3686898.000000 Penalty: 5217.744141
	Iteration 42Q: 3 clusters Score -3686898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3686905.000000 Penalty: 5217.744141
	Iteration 43Q: 3 clusters Score -3686905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3686912.750000 Penalty: 5217.744141
	Iteration 44Q: 3 clusters Score -3686913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3686921.250000 Penalty: 5217.744141
	Iteration 45Q: 3 clusters Score -3686921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3686922.000000 Penalty: 5217.744141
	Iteration 46Q: 3 clusters Score -3686922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3686929.250000 Penalty: 5217.744141
	Iteration 47Q: 3 clusters Score -3686929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3686933.750000 Penalty: 5217.744141
	Iteration 48Q: 3 clusters Score -3686934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3686937.500000 Penalty: 5217.744141
	Iteration 49Q: 3 clusters Score -3686938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3686953.000000 Penalty: 5217.744141
	Iteration 50Q: 3 clusters Score -3686953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3686965.500000 Penalty: 5217.744141
	Iteration 51Q: 3 clusters Score -3686966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3686959.250000 Penalty: 5217.744141
	Iteration 52Q: 3 clusters Score -3686959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3686955.500000 Penalty: 5217.744141
	Iteration 53Q: 3 clusters Score -3686956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3686951.500000 Penalty: 5217.744141
	Iteration 54Q: 3 clusters Score -3686952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3686962.000000 Penalty: 5217.744141
	Iteration 55Q: 3 clusters Score -3686962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3686970.500000 Penalty: 5217.744141
	Iteration 56Q: 3 clusters Score -3686970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3686969.750000 Penalty: 5217.744141
	Iteration 57Q: 3 clusters Score -3686970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3686966.250000 Penalty: 5217.744141
	Iteration 58Q: 3 clusters Score -3686966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3686975.750000 Penalty: 5217.744141
	Iteration 59Q: 3 clusters Score -3686976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3686979.000000 Penalty: 5217.744141
	Iteration 60F: 3 clusters Score -3686979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3686982.250000 Penalty: 5217.744141
	Iteration 61Q: 3 clusters Score -3686982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3686980.000000 Penalty: 5217.744141
	Iteration 62Q: 3 clusters Score -3686980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3686984.250000 Penalty: 5217.744141
	Iteration 63Q: 3 clusters Score -3686984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3687005.250000 Penalty: 5217.744141
	Iteration 64Q: 3 clusters Score -3687005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3687006.250000 Penalty: 5217.744141
	Iteration 65Q: 3 clusters Score -3687006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3687005.750000 Penalty: 5217.744141
	Iteration 66Q: 3 clusters Score -3687006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3687016.500000 Penalty: 5217.744141
	Iteration 67Q: 3 clusters Score -3687016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3687035.250000 Penalty: 5217.744141
	Iteration 68Q: 3 clusters Score -3687035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3687045.000000 Penalty: 5217.744141
	Iteration 69Q: 3 clusters Score -3687045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3687037.750000 Penalty: 5217.744141
	Iteration 70Q: 3 clusters Score -3687038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3687037.750000 Penalty: 5217.744141
	Iteration 71Q: 3 clusters Score -3687038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3687040.000000 Penalty: 5217.744141
	Iteration 72Q: 3 clusters Score -3687040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3687054.250000 Penalty: 5217.744141
	Iteration 73Q: 3 clusters Score -3687054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3687059.750000 Penalty: 5217.744141
	Iteration 74Q: 3 clusters Score -3687060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3687060.750000 Penalty: 5217.744141
	Iteration 75Q: 3 clusters Score -3687061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3687069.750000 Penalty: 5217.744141
	Iteration 76Q: 3 clusters Score -3687070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3687063.000000 Penalty: 5217.744141
	Iteration 77Q: 3 clusters Score -3687063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3687071.000000 Penalty: 5217.744141
	Iteration 78Q: 3 clusters Score -3687071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3687079.000000 Penalty: 5217.744141
	Iteration 79Q: 3 clusters Score -3687079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3687082.000000 Penalty: 5217.744141
	Iteration 80F: 3 clusters Score -3687082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3687092.250000 Penalty: 5217.744141
	Iteration 81Q: 3 clusters Score -3687092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3687096.250000 Penalty: 5217.744141
	Iteration 82Q: 3 clusters Score -3687096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3687094 nChanged 91
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Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3687118 nChanged 98
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Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24939 members 
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	Iteration 86Q: 3 clusters Score -3687126 nChanged 105
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Mstep: Class 1 contains 25042 members 
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	Iteration 87Q: 3 clusters Score -3687125 nChanged 101
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Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3687134 nChanged 106
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Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3687140 nChanged 111
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Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3687152 nChanged 107
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Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3687166 nChanged 124
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Mstep: Class 1 contains 25579 members 
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	Iteration 92Q: 3 clusters Score -3687184 nChanged 120
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Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3687205 nChanged 117
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Mstep: Class 1 contains 25814 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3687223 nChanged 92
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Mstep: Class 1 contains 25906 members 
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	Iteration 95Q: 3 clusters Score -3687241 nChanged 84
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Mstep: Class 1 contains 25990 members 
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	Iteration 96Q: 3 clusters Score -3687245 nChanged 81
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Mstep: Class 1 contains 26071 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3687246 nChanged 68
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Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3687254 nChanged 76
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Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3687263 nChanged 71
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Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3687272 nChanged 83
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Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3687286 nChanged 81
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Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3687302 nChanged 93
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Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 10499 members 
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	Iteration 103Q: 3 clusters Score -3687318 nChanged 102
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Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3687320 nChanged 79
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Mstep: Class 1 contains 26714 members 
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	Iteration 105Q: 3 clusters Score -3687323 nChanged 80
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Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3687322 nChanged 76
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Mstep: Class 1 contains 26870 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3687329 nChanged 80
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Mstep: Class 1 contains 26950 members 
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	Iteration 108Q: 3 clusters Score -3687343 nChanged 69
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Mstep: Class 1 contains 27017 members 
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	Iteration 109Q: 3 clusters Score -3687356 nChanged 74
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Mstep: Class 1 contains 27091 members 
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	Iteration 110Q: 3 clusters Score -3687358 nChanged 70
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Mstep: Class 1 contains 27161 members 
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	Iteration 111Q: 3 clusters Score -3687364 nChanged 63
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Mstep: Class 1 contains 27224 members 
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	Iteration 112Q: 3 clusters Score -3687381 nChanged 66
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Mstep: Class 1 contains 27288 members 
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	Iteration 113Q: 3 clusters Score -3687388 nChanged 80
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Mstep: Class 1 contains 27366 members 
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	Iteration 114Q: 3 clusters Score -3687386 nChanged 94
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	Iteration 115Q: 3 clusters Score -3687397 nChanged 88
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	Iteration 116Q: 3 clusters Score -3687396 nChanged 86
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	Iteration 117Q: 3 clusters Score -3687412 nChanged 87
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	Iteration 118Q: 3 clusters Score -3687426 nChanged 88
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	Iteration 119Q: 3 clusters Score -3687420 nChanged 120
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	Iteration 120F: 3 clusters Score -3687449 nChanged 131
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Mstep: Class 1 contains 28048 members 
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	Iteration 121Q: 3 clusters Score -3687462 nChanged 136
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Mstep: Class 1 contains 28182 members 
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	Iteration 122Q: 3 clusters Score -3687478 nChanged 135
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Mstep: Class 1 contains 28313 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3687502 nChanged 135
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	Iteration 124Q: 3 clusters Score -3687513 nChanged 120
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Mstep: Class 1 contains 28566 members 
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	Iteration 125Q: 3 clusters Score -3687543 nChanged 141
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Mstep: Class 1 contains 28705 members 
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	Iteration 126Q: 3 clusters Score -3687565 nChanged 133
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Mstep: Class 1 contains 28832 members 
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	Iteration 127Q: 3 clusters Score -3687567 nChanged 135
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Mstep: Class 1 contains 28967 members 
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	Iteration 128Q: 3 clusters Score -3687594 nChanged 139
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Mstep: Class 1 contains 29106 members 
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	Iteration 129Q: 3 clusters Score -3687618 nChanged 151
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Mstep: Class 1 contains 29255 members 
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	Iteration 130Q: 3 clusters Score -3687634 nChanged 146
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Mstep: Class 1 contains 29401 members 
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	Iteration 131Q: 3 clusters Score -3687666 nChanged 153
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Mstep: Class 1 contains 29552 members 
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	Iteration 132Q: 3 clusters Score -3687683 nChanged 174
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	Iteration 133Q: 3 clusters Score -3687725 nChanged 176
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	Iteration 134Q: 3 clusters Score -3687739 nChanged 183
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	Iteration 135Q: 3 clusters Score -3687782 nChanged 178
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	Iteration 136Q: 3 clusters Score -3687828 nChanged 191
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	Iteration 137Q: 3 clusters Score -3687883 nChanged 203
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	Iteration 138Q: 3 clusters Score -3687918 nChanged 190
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Mstep: Class 1 contains 30801 members 
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	Iteration 139Q: 3 clusters Score -3687965 nChanged 196
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Mstep: Class 1 contains 30979 members 
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	Iteration 140F: 3 clusters Score -3687990 nChanged 192
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Mstep: Class 1 contains 31171 members 
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	Iteration 141Q: 3 clusters Score -3688045 nChanged 206
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Mstep: Class 1 contains 31373 members 
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	Iteration 142Q: 3 clusters Score -3688095 nChanged 190
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Mstep: Class 1 contains 31559 members 
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	Iteration 143Q: 3 clusters Score -3688142 nChanged 160
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Mstep: Class 1 contains 31717 members 
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	Iteration 144Q: 3 clusters Score -3688153 nChanged 147
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Mstep: Class 1 contains 31860 members 
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	Iteration 145Q: 3 clusters Score -3688188 nChanged 160
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	Iteration 146Q: 3 clusters Score -3688250 nChanged 152
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Mstep: Class 1 contains 32162 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3688271 nChanged 153
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Mstep: Class 1 contains 32309 members 
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	Iteration 148Q: 3 clusters Score -3688325 nChanged 150
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	Iteration 149Q: 3 clusters Score -3688354 nChanged 151
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	Iteration 150Q: 3 clusters Score -3688400 nChanged 123
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Mstep: Class 1 contains 32705 members 
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	Iteration 151Q: 3 clusters Score -3688422 nChanged 117
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Mstep: Class 1 contains 32822 members 
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	Iteration 152Q: 3 clusters Score -3688430 nChanged 96
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Mstep: Class 1 contains 32910 members 
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	Iteration 153Q: 3 clusters Score -3688452 nChanged 92
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Mstep: Class 1 contains 32994 members 
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	Iteration 154Q: 3 clusters Score -3688462 nChanged 99
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	Iteration 155Q: 3 clusters Score -3688494 nChanged 90
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	Iteration 156Q: 3 clusters Score -3688508 nChanged 86
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	Iteration 157Q: 3 clusters Score -3688531 nChanged 74
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	Iteration 158Q: 3 clusters Score -3688546 nChanged 72
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	Iteration 159Q: 3 clusters Score -3688560 nChanged 70
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	Iteration 160F: 3 clusters Score -3688566 nChanged 72
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	Iteration 161Q: 3 clusters Score -3688585 nChanged 89
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	Iteration 162Q: 3 clusters Score -3688606 nChanged 80
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	Iteration 163Q: 3 clusters Score -3688624 nChanged 63
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	Iteration 164Q: 3 clusters Score -3688639 nChanged 55
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	Iteration 165Q: 3 clusters Score -3688634 nChanged 53
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	Iteration 166Q: 3 clusters Score -3688645 nChanged 55
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	Iteration 167Q: 3 clusters Score -3688664 nChanged 63
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	Iteration 168Q: 3 clusters Score -3688675 nChanged 62
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	Iteration 169Q: 3 clusters Score -3688695 nChanged 55
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	Iteration 170Q: 3 clusters Score -3688707 nChanged 46
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	Iteration 171Q: 3 clusters Score -3688715 nChanged 50
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	Iteration 172Q: 3 clusters Score -3688723 nChanged 44
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	Iteration 173Q: 3 clusters Score -3688727 nChanged 35
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	Iteration 174Q: 3 clusters Score -3688730 nChanged 39
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	Iteration 175Q: 3 clusters Score -3688739 nChanged 33
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	Iteration 176Q: 3 clusters Score -3688752 nChanged 29
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Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3688749.000000 Penalty: 5217.744141
	Iteration 177Q: 3 clusters Score -3688749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3688751.750000 Penalty: 5217.744141
	Iteration 178Q: 3 clusters Score -3688752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3688750.250000 Penalty: 5217.744141
	Iteration 179Q: 3 clusters Score -3688750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3688751.250000 Penalty: 5217.744141
	Iteration 180F: 3 clusters Score -3688751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3688758.000000 Penalty: 5217.744141
	Iteration 181Q: 3 clusters Score -3688758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3688766.750000 Penalty: 5217.744141
	Iteration 182Q: 3 clusters Score -3688767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3688766.500000 Penalty: 5217.744141
	Iteration 183Q: 3 clusters Score -3688766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3688770.750000 Penalty: 5217.744141
	Iteration 184Q: 3 clusters Score -3688771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3688774.750000 Penalty: 5217.744141
	Iteration 185Q: 3 clusters Score -3688775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3688773.750000 Penalty: 5217.744141
	Iteration 186Q: 3 clusters Score -3688774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3688769.750000 Penalty: 5217.744141
	Iteration 187Q: 3 clusters Score -3688770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3688786.250000 Penalty: 5217.744141
	Iteration 188Q: 3 clusters Score -3688786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3688789.000000 Penalty: 5217.744141
	Iteration 189Q: 3 clusters Score -3688789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3688792.000000 Penalty: 5217.744141
	Iteration 190Q: 3 clusters Score -3688792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3688797.250000 Penalty: 5217.744141
	Iteration 191Q: 3 clusters Score -3688797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3688799.250000 Penalty: 5217.744141
	Iteration 192Q: 3 clusters Score -3688799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3688807.250000 Penalty: 5217.744141
	Iteration 193Q: 3 clusters Score -3688807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3688807.000000 Penalty: 5217.744141
	Iteration 194Q: 3 clusters Score -3688807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3688819.000000 Penalty: 5217.744141
	Iteration 195Q: 3 clusters Score -3688819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3688818.000000 Penalty: 5217.744141
	Iteration 196Q: 3 clusters Score -3688818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3688821.000000 Penalty: 5217.744141
	Iteration 197Q: 3 clusters Score -3688821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3688825.500000 Penalty: 5217.744141
	Iteration 198Q: 3 clusters Score -3688826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3688832.250000 Penalty: 5217.744141
	Iteration 199Q: 3 clusters Score -3688832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3688835.000000 Penalty: 5217.744141
	Iteration 200F: 3 clusters Score -3688835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3688838.750000 Penalty: 5217.744141
	Iteration 201Q: 3 clusters Score -3688839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3688841.000000 Penalty: 5217.744141
	Iteration 202Q: 3 clusters Score -3688841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3688845.000000 Penalty: 5217.744141
	Iteration 203Q: 3 clusters Score -3688845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3688852.250000 Penalty: 5217.744141
	Iteration 204Q: 3 clusters Score -3688852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3688858.750000 Penalty: 5217.744141
	Iteration 205Q: 3 clusters Score -3688859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3688858.500000 Penalty: 5217.744141
	Iteration 206Q: 3 clusters Score -3688858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3688864.500000 Penalty: 5217.744141
	Iteration 207Q: 3 clusters Score -3688864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3688859.000000 Penalty: 5217.744141
	Iteration 208Q: 3 clusters Score -3688859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3688875.000000 Penalty: 5217.744141
	Iteration 209Q: 3 clusters Score -3688875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3688872.500000 Penalty: 5217.744141
	Iteration 210Q: 3 clusters Score -3688872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3688879.500000 Penalty: 5217.744141
	Iteration 211Q: 3 clusters Score -3688880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3688885.000000 Penalty: 5217.744141
	Iteration 212Q: 3 clusters Score -3688885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3688887.250000 Penalty: 5217.744141
	Iteration 213Q: 3 clusters Score -3688887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3688896.500000 Penalty: 5217.744141
	Iteration 214Q: 3 clusters Score -3688896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3688900.000000 Penalty: 5217.744141
	Iteration 215Q: 3 clusters Score -3688900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3688907.250000 Penalty: 5217.744141
	Iteration 216Q: 3 clusters Score -3688907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3688902.000000 Penalty: 5217.744141
	Iteration 217Q: 3 clusters Score -3688902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3688902.500000 Penalty: 5217.744141
	Iteration 218Q: 3 clusters Score -3688902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3688902.750000 Penalty: 5217.744141
	Iteration 219Q: 3 clusters Score -3688903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3688904.000000 Penalty: 5217.744141
	Iteration 220F: 3 clusters Score -3688904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3688905.250000 Penalty: 5217.744141
	Iteration 221Q: 3 clusters Score -3688905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3688901.750000 Penalty: 5217.744141
	Iteration 222Q: 3 clusters Score -3688902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3688901.000000 Penalty: 5217.744141
	Iteration 223Q: 3 clusters Score -3688901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3688898.000000 Penalty: 5217.744141
	Iteration 224Q: 3 clusters Score -3688898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3688900.000000 Penalty: 5217.744141
	Iteration 225Q: 3 clusters Score -3688900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3688904.750000 Penalty: 5217.744141
	Iteration 226Q: 3 clusters Score -3688905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3688908.750000 Penalty: 5217.744141
	Iteration 227Q: 3 clusters Score -3688909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3688909.000000 Penalty: 5217.744141
	Iteration 228Q: 3 clusters Score -3688909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3688907.750000 Penalty: 5217.744141
	Iteration 229Q: 3 clusters Score -3688908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3688908.500000 Penalty: 5217.744141
	Iteration 230Q: 3 clusters Score -3688908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3688909.000000 Penalty: 5217.744141
	Iteration 231Q: 3 clusters Score -3688909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3688909.750000 Penalty: 5217.744141
	Iteration 232Q: 3 clusters Score -3688910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3688909.750000 Penalty: 5217.744141
	Iteration 233F: 3 clusters Score -3688910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -475456.812500 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -475456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -470867.062500 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -470867.1 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -472014.625000 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -472014.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -472377.093750 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -472377.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -472796.125000 Penalty: 4240.150879
	Iteration 3F: 3 clusters Score -472796.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -473286.812500 Penalty: 4240.150879
	Iteration 4F: 3 clusters Score -473286.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -473833.500000 Penalty: 4240.150879
	Iteration 5F: 3 clusters Score -473833.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -474287.187500 Penalty: 4240.150879
	Iteration 6F: 3 clusters Score -474287.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -474568.781250 Penalty: 4240.150879
	Iteration 7F: 3 clusters Score -474568.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -474708.843750 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -474708.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -474771.750000 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -474771.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -474807.843750 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -474807.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -474841.250000 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -474841.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -474859.781250 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -474859.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -474878.843750 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -474878.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -474898.406250 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -474898.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -474928.750000 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -474928.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -474965.656250 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -474965.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -475001.125000 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -475001.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -475035.968750 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -475036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -475085.812500 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -475085.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -475154.062500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -475154.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -475232.343750 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -475232.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -475350.250000 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -475350.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -475428.562500 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -475428.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -475475.750000 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -475475.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -475518.031250 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -475518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -475550.843750 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -475550.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -475580.625000 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -475580.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -475606.750000 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -475606.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -475625.875000 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -475625.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -475642.531250 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -475642.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475658.093750 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -475658.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -475671.000000 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -475671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -475683.312500 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -475683.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -475697.781250 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -475697.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -475710.125000 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -475710.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -475716.468750 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -475716.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -475723.781250 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -475723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -475733.218750 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -475733.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -475741.343750 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -475741.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -475749.531250 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -475749.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -475760.375000 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -475760.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -475769.062500 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -475769.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -475777.781250 Penalty: 4240.150879
	Iteration 43Q: 3 clusters Score -475777.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -475787.875000 Penalty: 4240.150879
	Iteration 44Q: 3 clusters Score -475787.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -475798.718750 Penalty: 4240.150879
	Iteration 45Q: 3 clusters Score -475798.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -475809.531250 Penalty: 4240.150879
	Iteration 46Q: 3 clusters Score -475809.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -475816.093750 Penalty: 4240.150879
	Iteration 47Q: 3 clusters Score -475816.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -475822.562500 Penalty: 4240.150879
	Iteration 48Q: 3 clusters Score -475822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -475825.750000 Penalty: 4240.150879
	Iteration 49Q: 3 clusters Score -475825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -475830.625000 Penalty: 4240.150879
	Iteration 50Q: 3 clusters Score -475830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -475836.406250 Penalty: 4240.150879
	Iteration 51Q: 3 clusters Score -475836.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -475838.562500 Penalty: 4240.150879
	Iteration 52Q: 3 clusters Score -475838.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -475845.875000 Penalty: 4240.150879
	Iteration 53Q: 3 clusters Score -475845.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -475854.250000 Penalty: 4240.150879
	Iteration 54Q: 3 clusters Score -475854.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -475865.031250 Penalty: 4240.150879
	Iteration 55Q: 3 clusters Score -475865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475878.468750 Penalty: 4240.150879
	Iteration 56Q: 3 clusters Score -475878.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -475893.843750 Penalty: 4240.150879
	Iteration 57Q: 3 clusters Score -475893.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -475914.656250 Penalty: 4240.150879
	Iteration 58Q: 3 clusters Score -475914.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -475940.843750 Penalty: 4240.150879
	Iteration 59Q: 3 clusters Score -475940.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -475995.687500 Penalty: 4240.150879
	Iteration 60F: 3 clusters Score -475995.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -476054.937500 Penalty: 4240.150879
	Iteration 61Q: 3 clusters Score -476054.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -476142.281250 Penalty: 4240.150879
	Iteration 62Q: 3 clusters Score -476142.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -476235.125000 Penalty: 4240.150879
	Iteration 63Q: 3 clusters Score -476235.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -476311.000000 Penalty: 4240.150879
	Iteration 64Q: 3 clusters Score -476311 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -476379.687500 Penalty: 4240.150879
	Iteration 65Q: 3 clusters Score -476379.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -476429.312500 Penalty: 4240.150879
	Iteration 66Q: 3 clusters Score -476429.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -476466.812500 Penalty: 4240.150879
	Iteration 67Q: 3 clusters Score -476466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -476491.500000 Penalty: 4240.150879
	Iteration 68Q: 3 clusters Score -476491.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -476506.000000 Penalty: 4240.150879
	Iteration 69Q: 3 clusters Score -476506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -476512.093750 Penalty: 4240.150879
	Iteration 70Q: 3 clusters Score -476512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -476515.218750 Penalty: 4240.150879
	Iteration 71Q: 3 clusters Score -476515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -476516.906250 Penalty: 4240.150879
	Iteration 72Q: 3 clusters Score -476516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -476517.250000 Penalty: 4240.150879
	Iteration 73Q: 3 clusters Score -476517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -476518.250000 Penalty: 4240.150879
	Iteration 74Q: 3 clusters Score -476518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -476518.593750 Penalty: 4240.150879
	Iteration 75Q: 3 clusters Score -476518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -476519.625000 Penalty: 4240.150879
	Iteration 76Q: 3 clusters Score -476519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -476519.406250 Penalty: 4240.150879
	Iteration 77Q: 3 clusters Score -476519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -476519.406250 Penalty: 4240.150879
	Iteration 78F: 3 clusters Score -476519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Entering Unmasked Estep 
Score: -58842768.000000 Penalty: 109236.593750
Splitting cluster 10 changes total score from -58840508.000000 to -58842768.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (7298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Entering Unmasked Estep 
Score: -718815.812500 Penalty: 2206.048096
	Iteration 0F: 2 clusters Score -718815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -712858.437500 Penalty: 4412.096191
	Iteration 0F: 3 clusters Score -712858.4 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -714454.812500 Penalty: 4412.096191
	Iteration 1F: 3 clusters Score -714454.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -714716.687500 Penalty: 4412.096191
	Iteration 2F: 3 clusters Score -714716.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -714880.687500 Penalty: 4412.096191
	Iteration 3F: 3 clusters Score -714880.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -714983.187500 Penalty: 4412.096191
	Iteration 4Q: 3 clusters Score -714983.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -715063.500000 Penalty: 4412.096191
	Iteration 5Q: 3 clusters Score -715063.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -715130.437500 Penalty: 4412.096191
	Iteration 6Q: 3 clusters Score -715130.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -715185.062500 Penalty: 4412.096191
	Iteration 7Q: 3 clusters Score -715185.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -715230.437500 Penalty: 4412.096191
	Iteration 8Q: 3 clusters Score -715230.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -715270.625000 Penalty: 4412.096191
	Iteration 9Q: 3 clusters Score -715270.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -715309.500000 Penalty: 4412.096191
	Iteration 10Q: 3 clusters Score -715309.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -715353.312500 Penalty: 4412.096191
	Iteration 11Q: 3 clusters Score -715353.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -715410.562500 Penalty: 4412.096191
	Iteration 12Q: 3 clusters Score -715410.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -715457.875000 Penalty: 4412.096191
	Iteration 13Q: 3 clusters Score -715457.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -715501.250000 Penalty: 4412.096191
	Iteration 14Q: 3 clusters Score -715501.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -715547.125000 Penalty: 4412.096191
	Iteration 15Q: 3 clusters Score -715547.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -715591.437500 Penalty: 4412.096191
	Iteration 16Q: 3 clusters Score -715591.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -715638.375000 Penalty: 4412.096191
	Iteration 17Q: 3 clusters Score -715638.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -715681.437500 Penalty: 4412.096191
	Iteration 18Q: 3 clusters Score -715681.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -715738.250000 Penalty: 4412.096191
	Iteration 19Q: 3 clusters Score -715738.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -715801.875000 Penalty: 4412.096191
	Iteration 20F: 3 clusters Score -715801.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -715869.375000 Penalty: 4412.096191
	Iteration 21Q: 3 clusters Score -715869.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -715945.500000 Penalty: 4412.096191
	Iteration 22Q: 3 clusters Score -715945.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -716014.812500 Penalty: 4412.096191
	Iteration 23Q: 3 clusters Score -716014.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -716092.062500 Penalty: 4412.096191
	Iteration 24Q: 3 clusters Score -716092.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -716149.125000 Penalty: 4412.096191
	Iteration 25Q: 3 clusters Score -716149.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -716197.750000 Penalty: 4412.096191
	Iteration 26Q: 3 clusters Score -716197.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -716246.375000 Penalty: 4412.096191
	Iteration 27Q: 3 clusters Score -716246.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -716285.562500 Penalty: 4412.096191
	Iteration 28Q: 3 clusters Score -716285.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -716319.250000 Penalty: 4412.096191
	Iteration 29Q: 3 clusters Score -716319.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -716351.750000 Penalty: 4412.096191
	Iteration 30Q: 3 clusters Score -716351.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -716380.875000 Penalty: 4412.096191
	Iteration 31Q: 3 clusters Score -716380.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -716405.250000 Penalty: 4412.096191
	Iteration 32Q: 3 clusters Score -716405.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -716432.687500 Penalty: 4412.096191
	Iteration 33Q: 3 clusters Score -716432.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -716457.125000 Penalty: 4412.096191
	Iteration 34Q: 3 clusters Score -716457.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -716478.875000 Penalty: 4412.096191
	Iteration 35Q: 3 clusters Score -716478.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -716496.312500 Penalty: 4412.096191
	Iteration 36Q: 3 clusters Score -716496.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -716506.062500 Penalty: 4412.096191
	Iteration 37Q: 3 clusters Score -716506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -716509.687500 Penalty: 4412.096191
	Iteration 38Q: 3 clusters Score -716509.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -716515.250000 Penalty: 4412.096191
	Iteration 39Q: 3 clusters Score -716515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -716518.187500 Penalty: 4412.096191
	Iteration 40F: 3 clusters Score -716518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -716524.937500 Penalty: 4412.096191
	Iteration 41Q: 3 clusters Score -716524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -716534.000000 Penalty: 4412.096191
	Iteration 42Q: 3 clusters Score -716534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -716542.875000 Penalty: 4412.096191
	Iteration 43Q: 3 clusters Score -716542.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -716551.062500 Penalty: 4412.096191
	Iteration 44Q: 3 clusters Score -716551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -716557.687500 Penalty: 4412.096191
	Iteration 45Q: 3 clusters Score -716557.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -716564.562500 Penalty: 4412.096191
	Iteration 46Q: 3 clusters Score -716564.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -716570.437500 Penalty: 4412.096191
	Iteration 47Q: 3 clusters Score -716570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -716576.000000 Penalty: 4412.096191
	Iteration 48Q: 3 clusters Score -716576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -716579.875000 Penalty: 4412.096191
	Iteration 49Q: 3 clusters Score -716579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -716583.750000 Penalty: 4412.096191
	Iteration 50Q: 3 clusters Score -716583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -716585.875000 Penalty: 4412.096191
	Iteration 51Q: 3 clusters Score -716585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -716588.937500 Penalty: 4412.096191
	Iteration 52Q: 3 clusters Score -716588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -716592.625000 Penalty: 4412.096191
	Iteration 53Q: 3 clusters Score -716592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -716594.437500 Penalty: 4412.096191
	Iteration 54Q: 3 clusters Score -716594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -716598.187500 Penalty: 4412.096191
	Iteration 55Q: 3 clusters Score -716598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -716598.875000 Penalty: 4412.096191
	Iteration 56Q: 3 clusters Score -716598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -716599.625000 Penalty: 4412.096191
	Iteration 57Q: 3 clusters Score -716599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -716601.125000 Penalty: 4412.096191
	Iteration 58Q: 3 clusters Score -716601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -716601.562500 Penalty: 4412.096191
	Iteration 59Q: 3 clusters Score -716601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -716601.687500 Penalty: 4412.096191
	Iteration 60F: 3 clusters Score -716601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -716602.750000 Penalty: 4412.096191
	Iteration 61Q: 3 clusters Score -716602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -716601.625000 Penalty: 4412.096191
	Iteration 62Q: 3 clusters Score -716601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -716602.250000 Penalty: 4412.096191
	Iteration 63Q: 3 clusters Score -716602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -716602.437500 Penalty: 4412.096191
	Iteration 64Q: 3 clusters Score -716602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -716603.125000 Penalty: 4412.096191
	Iteration 65Q: 3 clusters Score -716603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -716603.937500 Penalty: 4412.096191
	Iteration 66Q: 3 clusters Score -716603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -716604.562500 Penalty: 4412.096191
	Iteration 67Q: 3 clusters Score -716604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -716604.937500 Penalty: 4412.096191
	Iteration 68Q: 3 clusters Score -716604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -716608.437500 Penalty: 4412.096191
	Iteration 69Q: 3 clusters Score -716608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -716612.125000 Penalty: 4412.096191
	Iteration 70Q: 3 clusters Score -716612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -716615.437500 Penalty: 4412.096191
	Iteration 71Q: 3 clusters Score -716615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -716619.500000 Penalty: 4412.096191
	Iteration 72Q: 3 clusters Score -716619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -716620.687500 Penalty: 4412.096191
	Iteration 73Q: 3 clusters Score -716620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -716623.000000 Penalty: 4412.096191
	Iteration 74Q: 3 clusters Score -716623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -716622.875000 Penalty: 4412.096191
	Iteration 75Q: 3 clusters Score -716622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -716627.250000 Penalty: 4412.096191
	Iteration 76Q: 3 clusters Score -716627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -716628.750000 Penalty: 4412.096191
	Iteration 77Q: 3 clusters Score -716628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -716637.437500 Penalty: 4412.096191
	Iteration 78Q: 3 clusters Score -716637.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -716637.437500 Penalty: 4412.096191
	Iteration 79Q: 3 clusters Score -716637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -716641.687500 Penalty: 4412.096191
	Iteration 80F: 3 clusters Score -716641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -716643.437500 Penalty: 4412.096191
	Iteration 81Q: 3 clusters Score -716643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -716645.375000 Penalty: 4412.096191
	Iteration 82Q: 3 clusters Score -716645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -716646.062500 Penalty: 4412.096191
	Iteration 83Q: 3 clusters Score -716646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -716647.000000 Penalty: 4412.096191
	Iteration 84Q: 3 clusters Score -716647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -716648.312500 Penalty: 4412.096191
	Iteration 85Q: 3 clusters Score -716648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -716647.750000 Penalty: 4412.096191
	Iteration 86Q: 3 clusters Score -716647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -716647.750000 Penalty: 4412.096191
	Iteration 87F: 3 clusters Score -716647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -470806.125000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -470806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -466142.312500 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -466142.3 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -467423.718750 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -467423.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -467746.968750 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -467747 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -468037.500000 Penalty: 4248.728027
	Iteration 3F: 3 clusters Score -468037.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -468292.968750 Penalty: 4248.728027
	Iteration 4F: 3 clusters Score -468293 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -468527.468750 Penalty: 4248.728027
	Iteration 5F: 3 clusters Score -468527.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -468770.843750 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -468770.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -469061.718750 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -469061.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -469315.593750 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -469315.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -469531.875000 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -469531.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -469709.468750 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -469709.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -469836.156250 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -469836.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -469942.375000 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -469942.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -470028.625000 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -470028.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -470112.937500 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -470112.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -470209.343750 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -470209.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -470272.562500 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -470272.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -470344.437500 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -470344.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -470397.031250 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -470397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -470438.312500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -470438.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -470457.125000 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -470457.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -470468.250000 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -470468.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -470483.000000 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -470483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -470498.218750 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -470498.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -470507.468750 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -470507.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -470515.187500 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -470515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -470522.312500 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -470522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -470525.406250 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -470525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -470526.656250 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -470526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -470527.593750 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -470527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -470530.031250 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -470530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -470529.906250 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -470529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -470529.906250 Penalty: 4248.728027
	Iteration 32F: 3 clusters Score -470529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -1161511.625000 Penalty: 2332.970703
	Iteration 0F: 2 clusters Score -1161512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1152533.125000 Penalty: 4665.941406
	Iteration 0F: 3 clusters Score -1152533 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1155483.875000 Penalty: 4665.941406
	Iteration 1F: 3 clusters Score -1155484 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1156112.250000 Penalty: 4665.941406
	Iteration 2F: 3 clusters Score -1156112 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1156758.750000 Penalty: 4665.941406
	Iteration 3F: 3 clusters Score -1156759 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1157334.125000 Penalty: 4665.941406
	Iteration 4F: 3 clusters Score -1157334 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1157790.750000 Penalty: 4665.941406
	Iteration 5F: 3 clusters Score -1157791 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1158142.750000 Penalty: 4665.941406
	Iteration 6Q: 3 clusters Score -1158143 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1158426.500000 Penalty: 4665.941406
	Iteration 7Q: 3 clusters Score -1158426 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1158633.750000 Penalty: 4665.941406
	Iteration 8Q: 3 clusters Score -1158634 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1158828.250000 Penalty: 4665.941406
	Iteration 9Q: 3 clusters Score -1158828 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1158982.625000 Penalty: 4665.941406
	Iteration 10Q: 3 clusters Score -1158983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1159108.500000 Penalty: 4665.941406
	Iteration 11Q: 3 clusters Score -1159108 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1159218.875000 Penalty: 4665.941406
	Iteration 12Q: 3 clusters Score -1159219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1159308.750000 Penalty: 4665.941406
	Iteration 13Q: 3 clusters Score -1159309 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1159393.625000 Penalty: 4665.941406
	Iteration 14Q: 3 clusters Score -1159394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1159478.625000 Penalty: 4665.941406
	Iteration 15Q: 3 clusters Score -1159479 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1159539.875000 Penalty: 4665.941406
	Iteration 16Q: 3 clusters Score -1159540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1159581.000000 Penalty: 4665.941406
	Iteration 17Q: 3 clusters Score -1159581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1159621.125000 Penalty: 4665.941406
	Iteration 18Q: 3 clusters Score -1159621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1159657.125000 Penalty: 4665.941406
	Iteration 19Q: 3 clusters Score -1159657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1159678.875000 Penalty: 4665.941406
	Iteration 20F: 3 clusters Score -1159679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1159698.375000 Penalty: 4665.941406
	Iteration 21Q: 3 clusters Score -1159698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1159709.000000 Penalty: 4665.941406
	Iteration 22Q: 3 clusters Score -1159709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1159726.500000 Penalty: 4665.941406
	Iteration 23Q: 3 clusters Score -1159726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1159749.375000 Penalty: 4665.941406
	Iteration 24Q: 3 clusters Score -1159749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1159760.500000 Penalty: 4665.941406
	Iteration 25Q: 3 clusters Score -1159760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1159775.375000 Penalty: 4665.941406
	Iteration 26Q: 3 clusters Score -1159775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1159784.375000 Penalty: 4665.941406
	Iteration 27Q: 3 clusters Score -1159784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1159786.625000 Penalty: 4665.941406
	Iteration 28Q: 3 clusters Score -1159787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1159793.250000 Penalty: 4665.941406
	Iteration 29Q: 3 clusters Score -1159793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1159797.625000 Penalty: 4665.941406
	Iteration 30Q: 3 clusters Score -1159798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1159806.125000 Penalty: 4665.941406
	Iteration 31Q: 3 clusters Score -1159806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1159811.125000 Penalty: 4665.941406
	Iteration 32Q: 3 clusters Score -1159811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1159814.250000 Penalty: 4665.941406
	Iteration 33Q: 3 clusters Score -1159814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1159816.750000 Penalty: 4665.941406
	Iteration 34Q: 3 clusters Score -1159817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1159824.375000 Penalty: 4665.941406
	Iteration 35Q: 3 clusters Score -1159824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1159830.250000 Penalty: 4665.941406
	Iteration 36Q: 3 clusters Score -1159830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1159831.250000 Penalty: 4665.941406
	Iteration 37Q: 3 clusters Score -1159831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1159836.375000 Penalty: 4665.941406
	Iteration 38Q: 3 clusters Score -1159836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1159838.250000 Penalty: 4665.941406
	Iteration 39Q: 3 clusters Score -1159838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1159840.250000 Penalty: 4665.941406
	Iteration 40F: 3 clusters Score -1159840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1159841.625000 Penalty: 4665.941406
	Iteration 41Q: 3 clusters Score -1159842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1159845.375000 Penalty: 4665.941406
	Iteration 42Q: 3 clusters Score -1159845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1159844.875000 Penalty: 4665.941406
	Iteration 43Q: 3 clusters Score -1159845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1159850.250000 Penalty: 4665.941406
	Iteration 44Q: 3 clusters Score -1159850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1159853.125000 Penalty: 4665.941406
	Iteration 45Q: 3 clusters Score -1159853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1159856.375000 Penalty: 4665.941406
	Iteration 46Q: 3 clusters Score -1159856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1159859.000000 Penalty: 4665.941406
	Iteration 47Q: 3 clusters Score -1159859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1159861.750000 Penalty: 4665.941406
	Iteration 48Q: 3 clusters Score -1159862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1159863.250000 Penalty: 4665.941406
	Iteration 49Q: 3 clusters Score -1159863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1159869.250000 Penalty: 4665.941406
	Iteration 50Q: 3 clusters Score -1159869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1159873.875000 Penalty: 4665.941406
	Iteration 51Q: 3 clusters Score -1159874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1159881.125000 Penalty: 4665.941406
	Iteration 52Q: 3 clusters Score -1159881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1159884.125000 Penalty: 4665.941406
	Iteration 53Q: 3 clusters Score -1159884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1159891.750000 Penalty: 4665.941406
	Iteration 54Q: 3 clusters Score -1159892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1159895.125000 Penalty: 4665.941406
	Iteration 55Q: 3 clusters Score -1159895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1159897.125000 Penalty: 4665.941406
	Iteration 56Q: 3 clusters Score -1159897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1159900.125000 Penalty: 4665.941406
	Iteration 57Q: 3 clusters Score -1159900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1159904.125000 Penalty: 4665.941406
	Iteration 58Q: 3 clusters Score -1159904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1159905.500000 Penalty: 4665.941406
	Iteration 59Q: 3 clusters Score -1159906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1159906.500000 Penalty: 4665.941406
	Iteration 60F: 3 clusters Score -1159906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1159910.375000 Penalty: 4665.941406
	Iteration 61Q: 3 clusters Score -1159910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1159909.625000 Penalty: 4665.941406
	Iteration 62Q: 3 clusters Score -1159910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1159909.125000 Penalty: 4665.941406
	Iteration 63Q: 3 clusters Score -1159909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1159910.250000 Penalty: 4665.941406
	Iteration 64Q: 3 clusters Score -1159910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1159909.750000 Penalty: 4665.941406
	Iteration 65Q: 3 clusters Score -1159910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1159913.125000 Penalty: 4665.941406
	Iteration 66Q: 3 clusters Score -1159913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1159912.000000 Penalty: 4665.941406
	Iteration 67Q: 3 clusters Score -1159912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1159914.125000 Penalty: 4665.941406
	Iteration 68Q: 3 clusters Score -1159914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1159916.625000 Penalty: 4665.941406
	Iteration 69Q: 3 clusters Score -1159917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1159921.625000 Penalty: 4665.941406
	Iteration 70Q: 3 clusters Score -1159922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1159920.750000 Penalty: 4665.941406
	Iteration 71Q: 3 clusters Score -1159921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1159922.625000 Penalty: 4665.941406
	Iteration 72Q: 3 clusters Score -1159923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1159922.625000 Penalty: 4665.941406
	Iteration 73F: 3 clusters Score -1159923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -814936.500000 Penalty: 2241.808838
	Iteration 0F: 2 clusters Score -814936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -808351.875000 Penalty: 4483.617676
	Iteration 0F: 3 clusters Score -808351.9 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -810303.250000 Penalty: 4483.617676
	Iteration 1F: 3 clusters Score -810303.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -810659.125000 Penalty: 4483.617676
	Iteration 2F: 3 clusters Score -810659.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -810921.875000 Penalty: 4483.617676
	Iteration 3F: 3 clusters Score -810921.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -811163.125000 Penalty: 4483.617676
	Iteration 4Q: 3 clusters Score -811163.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -811410.375000 Penalty: 4483.617676
	Iteration 5Q: 3 clusters Score -811410.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -811708.750000 Penalty: 4483.617676
	Iteration 6Q: 3 clusters Score -811708.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -812009.125000 Penalty: 4483.617676
	Iteration 7Q: 3 clusters Score -812009.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -812286.062500 Penalty: 4483.617676
	Iteration 8Q: 3 clusters Score -812286.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -812500.375000 Penalty: 4483.617676
	Iteration 9Q: 3 clusters Score -812500.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -812686.375000 Penalty: 4483.617676
	Iteration 10Q: 3 clusters Score -812686.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -812843.062500 Penalty: 4483.617676
	Iteration 11Q: 3 clusters Score -812843.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -812958.000000 Penalty: 4483.617676
	Iteration 12Q: 3 clusters Score -812958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -813063.375000 Penalty: 4483.617676
	Iteration 13Q: 3 clusters Score -813063.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -813153.062500 Penalty: 4483.617676
	Iteration 14Q: 3 clusters Score -813153.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -813237.937500 Penalty: 4483.617676
	Iteration 15Q: 3 clusters Score -813237.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -813319.312500 Penalty: 4483.617676
	Iteration 16Q: 3 clusters Score -813319.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -813417.812500 Penalty: 4483.617676
	Iteration 17Q: 3 clusters Score -813417.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -813522.187500 Penalty: 4483.617676
	Iteration 18Q: 3 clusters Score -813522.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -813605.437500 Penalty: 4483.617676
	Iteration 19Q: 3 clusters Score -813605.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -813677.812500 Penalty: 4483.617676
	Iteration 20F: 3 clusters Score -813677.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -813733.687500 Penalty: 4483.617676
	Iteration 21Q: 3 clusters Score -813733.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -813786.812500 Penalty: 4483.617676
	Iteration 22Q: 3 clusters Score -813786.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -813837.375000 Penalty: 4483.617676
	Iteration 23Q: 3 clusters Score -813837.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -813873.312500 Penalty: 4483.617676
	Iteration 24Q: 3 clusters Score -813873.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -813915.312500 Penalty: 4483.617676
	Iteration 25Q: 3 clusters Score -813915.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -813949.812500 Penalty: 4483.617676
	Iteration 26Q: 3 clusters Score -813949.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -813983.125000 Penalty: 4483.617676
	Iteration 27Q: 3 clusters Score -813983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -814022.375000 Penalty: 4483.617676
	Iteration 28Q: 3 clusters Score -814022.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -814044.062500 Penalty: 4483.617676
	Iteration 29Q: 3 clusters Score -814044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -814056.625000 Penalty: 4483.617676
	Iteration 30Q: 3 clusters Score -814056.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -814074.500000 Penalty: 4483.617676
	Iteration 31Q: 3 clusters Score -814074.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -814098.812500 Penalty: 4483.617676
	Iteration 32Q: 3 clusters Score -814098.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -814112.187500 Penalty: 4483.617676
	Iteration 33Q: 3 clusters Score -814112.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -814124.625000 Penalty: 4483.617676
	Iteration 34Q: 3 clusters Score -814124.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -814137.062500 Penalty: 4483.617676
	Iteration 35Q: 3 clusters Score -814137.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -814146.312500 Penalty: 4483.617676
	Iteration 36Q: 3 clusters Score -814146.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -814153.750000 Penalty: 4483.617676
	Iteration 37Q: 3 clusters Score -814153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -814157.750000 Penalty: 4483.617676
	Iteration 38Q: 3 clusters Score -814157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -814161.687500 Penalty: 4483.617676
	Iteration 39Q: 3 clusters Score -814161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -814167.125000 Penalty: 4483.617676
	Iteration 40F: 3 clusters Score -814167.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -814173.437500 Penalty: 4483.617676
	Iteration 41Q: 3 clusters Score -814173.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -814173.812500 Penalty: 4483.617676
	Iteration 42Q: 3 clusters Score -814173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -814178.437500 Penalty: 4483.617676
	Iteration 43Q: 3 clusters Score -814178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -814181.937500 Penalty: 4483.617676
	Iteration 44Q: 3 clusters Score -814181.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -814184.187500 Penalty: 4483.617676
	Iteration 45Q: 3 clusters Score -814184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -814184.437500 Penalty: 4483.617676
	Iteration 46Q: 3 clusters Score -814184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -814186.812500 Penalty: 4483.617676
	Iteration 47Q: 3 clusters Score -814186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -814189.187500 Penalty: 4483.617676
	Iteration 48Q: 3 clusters Score -814189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -814190.562500 Penalty: 4483.617676
	Iteration 49Q: 3 clusters Score -814190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -814190.812500 Penalty: 4483.617676
	Iteration 50Q: 3 clusters Score -814190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -814190.000000 Penalty: 4483.617676
	Iteration 51Q: 3 clusters Score -814190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -814190.187500 Penalty: 4483.617676
	Iteration 52Q: 3 clusters Score -814190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -814191.812500 Penalty: 4483.617676
	Iteration 53Q: 3 clusters Score -814191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -814192.875000 Penalty: 4483.617676
	Iteration 54Q: 3 clusters Score -814192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -814193.312500 Penalty: 4483.617676
	Iteration 55Q: 3 clusters Score -814193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -814194.500000 Penalty: 4483.617676
	Iteration 56Q: 3 clusters Score -814194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -814195.125000 Penalty: 4483.617676
	Iteration 57Q: 3 clusters Score -814195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -814194.250000 Penalty: 4483.617676
	Iteration 58Q: 3 clusters Score -814194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -814194.187500 Penalty: 4483.617676
	Iteration 59Q: 3 clusters Score -814194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -814196.437500 Penalty: 4483.617676
	Iteration 60F: 3 clusters Score -814196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -814201.562500 Penalty: 4483.617676
	Iteration 61Q: 3 clusters Score -814201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -814204.500000 Penalty: 4483.617676
	Iteration 62Q: 3 clusters Score -814204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -814205.500000 Penalty: 4483.617676
	Iteration 63Q: 3 clusters Score -814205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -814207.062500 Penalty: 4483.617676
	Iteration 64Q: 3 clusters Score -814207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -814208.187500 Penalty: 4483.617676
	Iteration 65Q: 3 clusters Score -814208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -814209.687500 Penalty: 4483.617676
	Iteration 66Q: 3 clusters Score -814209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -814210.625000 Penalty: 4483.617676
	Iteration 67Q: 3 clusters Score -814210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -814213.375000 Penalty: 4483.617676
	Iteration 68Q: 3 clusters Score -814213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -814212.000000 Penalty: 4483.617676
	Iteration 69Q: 3 clusters Score -814212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -814213.250000 Penalty: 4483.617676
	Iteration 70Q: 3 clusters Score -814213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -814213.250000 Penalty: 4483.617676
	Iteration 71F: 3 clusters Score -814213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -691517.750000 Penalty: 2192.715088
	Iteration 0F: 2 clusters Score -691517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -685784.687500 Penalty: 4385.430176
	Iteration 0F: 3 clusters Score -685784.7 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -687303.812500 Penalty: 4385.430176
	Iteration 1F: 3 clusters Score -687303.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -687564.062500 Penalty: 4385.430176
	Iteration 2F: 3 clusters Score -687564.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -687774.687500 Penalty: 4385.430176
	Iteration 3F: 3 clusters Score -687774.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -687961.312500 Penalty: 4385.430176
	Iteration 4Q: 3 clusters Score -687961.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -688185.750000 Penalty: 4385.430176
	Iteration 5Q: 3 clusters Score -688185.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -688475.500000 Penalty: 4385.430176
	Iteration 6Q: 3 clusters Score -688475.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -688878.875000 Penalty: 4385.430176
	Iteration 7F: 3 clusters Score -688878.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -689462.625000 Penalty: 4385.430176
	Iteration 8F: 3 clusters Score -689462.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -690231.750000 Penalty: 4385.430176
	Iteration 9F: 3 clusters Score -690231.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -690927.375000 Penalty: 4385.430176
	Iteration 10F: 3 clusters Score -690927.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -691336.062500 Penalty: 4385.430176
	Iteration 11Q: 3 clusters Score -691336.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -691595.937500 Penalty: 4385.430176
	Iteration 12Q: 3 clusters Score -691595.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -691769.750000 Penalty: 4385.430176
	Iteration 13Q: 3 clusters Score -691769.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -691928.562500 Penalty: 4385.430176
	Iteration 14Q: 3 clusters Score -691928.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -692047.187500 Penalty: 4385.430176
	Iteration 15Q: 3 clusters Score -692047.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -692098.500000 Penalty: 4385.430176
	Iteration 16Q: 3 clusters Score -692098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -692117.062500 Penalty: 4385.430176
	Iteration 17Q: 3 clusters Score -692117.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -692137.812500 Penalty: 4385.430176
	Iteration 18Q: 3 clusters Score -692137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -692143.500000 Penalty: 4385.430176
	Iteration 19Q: 3 clusters Score -692143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -692144.875000 Penalty: 4385.430176
	Iteration 20F: 3 clusters Score -692144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Entering Unmasked Estep 
Score: -58842268.000000 Penalty: 112546.796875
Splitting cluster 15 changes total score from -58840508.000000 to -58842268.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (14029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Entering Unmasked Estep 
Score: -1421961.625000 Penalty: 2368.122559
	Iteration 0F: 2 clusters Score -1421962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1411571.875000 Penalty: 4736.245117
	Iteration 0F: 3 clusters Score -1411572 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1414758.625000 Penalty: 4736.245117
	Iteration 1F: 3 clusters Score -1414759 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1415141.000000 Penalty: 4736.245117
	Iteration 2F: 3 clusters Score -1415141 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1415464.250000 Penalty: 4736.245117
	Iteration 3F: 3 clusters Score -1415464 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1415761.250000 Penalty: 4736.245117
	Iteration 4Q: 3 clusters Score -1415761 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1416107.250000 Penalty: 4736.245117
	Iteration 5Q: 3 clusters Score -1416107 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1416558.500000 Penalty: 4736.245117
	Iteration 6Q: 3 clusters Score -1416558 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1417284.250000 Penalty: 4736.245117
	Iteration 7F: 3 clusters Score -1417284 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1418979.875000 Penalty: 4736.245117
	Iteration 8F: 3 clusters Score -1418980 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1423207.000000 Penalty: 4736.245117
	Iteration 9F: 3 clusters Score -1423207 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1426909.250000 Penalty: 4736.245117
	Iteration 10F: 3 clusters Score -1426909 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1428128.000000 Penalty: 4736.245117
	Iteration 11Q: 3 clusters Score -1428128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1428218.000000 Penalty: 4736.245117
	Iteration 12Q: 3 clusters Score -1428218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1428226.000000 Penalty: 4736.245117
	Iteration 13Q: 3 clusters Score -1428226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1428225.500000 Penalty: 4736.245117
	Iteration 14Q: 3 clusters Score -1428226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1428227.250000 Penalty: 4736.245117
	Iteration 15Q: 3 clusters Score -1428227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1428227.250000 Penalty: 4736.245117
	Iteration 16F: 3 clusters Score -1428227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Entering Unmasked Estep 
Score: -58847588.000000 Penalty: 115856.992188
Splitting cluster 16 changes total score from -58840508.000000 to -58847588.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (15796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Entering Unmasked Estep 
Score: -1485928.875000 Penalty: 2397.542969
	Iteration 0F: 2 clusters Score -1485929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1474594.875000 Penalty: 4795.085938
	Iteration 0F: 3 clusters Score -1474595 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1478333.125000 Penalty: 4795.085938
	Iteration 1F: 3 clusters Score -1478333 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1478918.125000 Penalty: 4795.085938
	Iteration 2F: 3 clusters Score -1478918 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1479567.625000 Penalty: 4795.085938
	Iteration 3F: 3 clusters Score -1479568 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1480357.875000 Penalty: 4795.085938
	Iteration 4F: 3 clusters Score -1480358 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1481263.875000 Penalty: 4795.085938
	Iteration 5F: 3 clusters Score -1481264 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1482092.875000 Penalty: 4795.085938
	Iteration 6F: 3 clusters Score -1482093 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1482721.375000 Penalty: 4795.085938
	Iteration 7F: 3 clusters Score -1482721 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1483116.500000 Penalty: 4795.085938
	Iteration 8Q: 3 clusters Score -1483116 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1483379.625000 Penalty: 4795.085938
	Iteration 9Q: 3 clusters Score -1483380 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1483528.625000 Penalty: 4795.085938
	Iteration 10Q: 3 clusters Score -1483529 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1483632.375000 Penalty: 4795.085938
	Iteration 11Q: 3 clusters Score -1483632 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1483695.250000 Penalty: 4795.085938
	Iteration 12Q: 3 clusters Score -1483695 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1483740.250000 Penalty: 4795.085938
	Iteration 13Q: 3 clusters Score -1483740 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1483783.875000 Penalty: 4795.085938
	Iteration 14Q: 3 clusters Score -1483784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1483812.250000 Penalty: 4795.085938
	Iteration 15Q: 3 clusters Score -1483812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1483843.625000 Penalty: 4795.085938
	Iteration 16Q: 3 clusters Score -1483844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1483860.875000 Penalty: 4795.085938
	Iteration 17Q: 3 clusters Score -1483861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1483885.000000 Penalty: 4795.085938
	Iteration 18Q: 3 clusters Score -1483885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1483897.875000 Penalty: 4795.085938
	Iteration 19Q: 3 clusters Score -1483898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1483904.750000 Penalty: 4795.085938
	Iteration 20F: 3 clusters Score -1483905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1483915.125000 Penalty: 4795.085938
	Iteration 21Q: 3 clusters Score -1483915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1483926.500000 Penalty: 4795.085938
	Iteration 22Q: 3 clusters Score -1483926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1483928.125000 Penalty: 4795.085938
	Iteration 23Q: 3 clusters Score -1483928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1483933.625000 Penalty: 4795.085938
	Iteration 24Q: 3 clusters Score -1483934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1483933.500000 Penalty: 4795.085938
	Iteration 25Q: 3 clusters Score -1483934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1483932.500000 Penalty: 4795.085938
	Iteration 26Q: 3 clusters Score -1483932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1483934.625000 Penalty: 4795.085938
	Iteration 27Q: 3 clusters Score -1483935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1483936.875000 Penalty: 4795.085938
	Iteration 28Q: 3 clusters Score -1483937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1483943.375000 Penalty: 4795.085938
	Iteration 29Q: 3 clusters Score -1483943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1483952.875000 Penalty: 4795.085938
	Iteration 30Q: 3 clusters Score -1483953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1483954.625000 Penalty: 4795.085938
	Iteration 31Q: 3 clusters Score -1483955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1483962.500000 Penalty: 4795.085938
	Iteration 32Q: 3 clusters Score -1483962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1483967.625000 Penalty: 4795.085938
	Iteration 33Q: 3 clusters Score -1483968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1483971.000000 Penalty: 4795.085938
	Iteration 34Q: 3 clusters Score -1483971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1483977.875000 Penalty: 4795.085938
	Iteration 35Q: 3 clusters Score -1483978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1483977.500000 Penalty: 4795.085938
	Iteration 36Q: 3 clusters Score -1483978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1483976.500000 Penalty: 4795.085938
	Iteration 37Q: 3 clusters Score -1483976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1483976.750000 Penalty: 4795.085938
	Iteration 38Q: 3 clusters Score -1483977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1483974.125000 Penalty: 4795.085938
	Iteration 39Q: 3 clusters Score -1483974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1483976.500000 Penalty: 4795.085938
	Iteration 40F: 3 clusters Score -1483976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1483978.500000 Penalty: 4795.085938
	Iteration 41Q: 3 clusters Score -1483978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1483979.500000 Penalty: 4795.085938
	Iteration 42Q: 3 clusters Score -1483980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1483981.125000 Penalty: 4795.085938
	Iteration 43Q: 3 clusters Score -1483981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1483982.500000 Penalty: 4795.085938
	Iteration 44Q: 3 clusters Score -1483982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1483979.375000 Penalty: 4795.085938
	Iteration 45Q: 3 clusters Score -1483979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1483985.625000 Penalty: 4795.085938
	Iteration 46Q: 3 clusters Score -1483986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1483988.500000 Penalty: 4795.085938
	Iteration 47Q: 3 clusters Score -1483988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1483985.125000 Penalty: 4795.085938
	Iteration 48Q: 3 clusters Score -1483985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1483985.375000 Penalty: 4795.085938
	Iteration 49Q: 3 clusters Score -1483985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1483987.250000 Penalty: 4795.085938
	Iteration 50Q: 3 clusters Score -1483987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1483984.875000 Penalty: 4795.085938
	Iteration 51Q: 3 clusters Score -1483985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1483985.750000 Penalty: 4795.085938
	Iteration 52Q: 3 clusters Score -1483986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1483985.750000 Penalty: 4795.085938
	Iteration 53F: 3 clusters Score -1483986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Entering Unmasked Estep 
Score: -4127658.750000 Penalty: 2641.084717
	Iteration 0F: 2 clusters Score -4127659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4099007.000000 Penalty: 5282.169434
	Iteration 0F: 3 clusters Score -4099007 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4109932.500000 Penalty: 5282.169434
	Iteration 1F: 3 clusters Score -4109932 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4110881.500000 Penalty: 5282.169434
	Iteration 2F: 3 clusters Score -4110882 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4112043.500000 Penalty: 5282.169434
	Iteration 3F: 3 clusters Score -4112044 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4113414.750000 Penalty: 5282.169434
	Iteration 4F: 3 clusters Score -4113415 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4114796.250000 Penalty: 5282.169434
	Iteration 5F: 3 clusters Score -4114796 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4116089.750000 Penalty: 5282.169434
	Iteration 6F: 3 clusters Score -4116090 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4117254.500000 Penalty: 5282.169434
	Iteration 7F: 3 clusters Score -4117254 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4118392.750000 Penalty: 5282.169434
	Iteration 8F: 3 clusters Score -4118393 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4119392.250000 Penalty: 5282.169434
	Iteration 9Q: 3 clusters Score -4119392 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4120368.000000 Penalty: 5282.169434
	Iteration 10Q: 3 clusters Score -4120368 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4121275.250000 Penalty: 5282.169434
	Iteration 11Q: 3 clusters Score -4121275 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4122025.000000 Penalty: 5282.169434
	Iteration 12Q: 3 clusters Score -4122025 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4122533.500000 Penalty: 5282.169434
	Iteration 13Q: 3 clusters Score -4122534 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4122945.000000 Penalty: 5282.169434
	Iteration 14Q: 3 clusters Score -4122945 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4123316.250000 Penalty: 5282.169434
	Iteration 15Q: 3 clusters Score -4123316 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4123566.500000 Penalty: 5282.169434
	Iteration 16Q: 3 clusters Score -4123566 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4123793.250000 Penalty: 5282.169434
	Iteration 17Q: 3 clusters Score -4123793 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4124009.500000 Penalty: 5282.169434
	Iteration 18Q: 3 clusters Score -4124010 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4124204.000000 Penalty: 5282.169434
	Iteration 19Q: 3 clusters Score -4124204 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4124394.000000 Penalty: 5282.169434
	Iteration 20F: 3 clusters Score -4124394 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4124580.750000 Penalty: 5282.169434
	Iteration 21Q: 3 clusters Score -4124581 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4124755.000000 Penalty: 5282.169434
	Iteration 22Q: 3 clusters Score -4124755 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4124924.750000 Penalty: 5282.169434
	Iteration 23Q: 3 clusters Score -4124925 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4125084.250000 Penalty: 5282.169434
	Iteration 24Q: 3 clusters Score -4125084 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4125225.000000 Penalty: 5282.169434
	Iteration 25Q: 3 clusters Score -4125225 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4125373.000000 Penalty: 5282.169434
	Iteration 26Q: 3 clusters Score -4125373 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4125509.750000 Penalty: 5282.169434
	Iteration 27Q: 3 clusters Score -4125510 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4125625.250000 Penalty: 5282.169434
	Iteration 28Q: 3 clusters Score -4125625 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4125762.000000 Penalty: 5282.169434
	Iteration 29Q: 3 clusters Score -4125762 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4125881.750000 Penalty: 5282.169434
	Iteration 30Q: 3 clusters Score -4125882 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4125993.750000 Penalty: 5282.169434
	Iteration 31Q: 3 clusters Score -4125994 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4126062.500000 Penalty: 5282.169434
	Iteration 32Q: 3 clusters Score -4126062 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4126142.750000 Penalty: 5282.169434
	Iteration 33Q: 3 clusters Score -4126143 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4126221.500000 Penalty: 5282.169434
	Iteration 34Q: 3 clusters Score -4126222 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -4126304.000000 Penalty: 5282.169434
	Iteration 35Q: 3 clusters Score -4126304 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4126398.250000 Penalty: 5282.169434
	Iteration 36Q: 3 clusters Score -4126398 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4126470.250000 Penalty: 5282.169434
	Iteration 37Q: 3 clusters Score -4126470 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4126538.500000 Penalty: 5282.169434
	Iteration 38Q: 3 clusters Score -4126538 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4126619.750000 Penalty: 5282.169434
	Iteration 39Q: 3 clusters Score -4126620 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4126673.000000 Penalty: 5282.169434
	Iteration 40F: 3 clusters Score -4126673 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4126746.250000 Penalty: 5282.169434
	Iteration 41Q: 3 clusters Score -4126746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4126800.000000 Penalty: 5282.169434
	Iteration 42Q: 3 clusters Score -4126800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4126848.500000 Penalty: 5282.169434
	Iteration 43Q: 3 clusters Score -4126848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4126905.500000 Penalty: 5282.169434
	Iteration 44Q: 3 clusters Score -4126906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4126936.000000 Penalty: 5282.169434
	Iteration 45Q: 3 clusters Score -4126936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4126966.000000 Penalty: 5282.169434
	Iteration 46Q: 3 clusters Score -4126966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4127001.750000 Penalty: 5282.169434
	Iteration 47Q: 3 clusters Score -4127002 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4127036.500000 Penalty: 5282.169434
	Iteration 48Q: 3 clusters Score -4127036 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4127058.500000 Penalty: 5282.169434
	Iteration 49Q: 3 clusters Score -4127058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4127082.000000 Penalty: 5282.169434
	Iteration 50Q: 3 clusters Score -4127082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4127083.000000 Penalty: 5282.169434
	Iteration 51Q: 3 clusters Score -4127083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4127090.250000 Penalty: 5282.169434
	Iteration 52Q: 3 clusters Score -4127090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4127089.500000 Penalty: 5282.169434
	Iteration 53Q: 3 clusters Score -4127090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4127104.000000 Penalty: 5282.169434
	Iteration 54Q: 3 clusters Score -4127104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4127108.500000 Penalty: 5282.169434
	Iteration 55Q: 3 clusters Score -4127108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4127107.000000 Penalty: 5282.169434
	Iteration 56Q: 3 clusters Score -4127107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4127107.250000 Penalty: 5282.169434
	Iteration 57Q: 3 clusters Score -4127107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4127118.250000 Penalty: 5282.169434
	Iteration 58Q: 3 clusters Score -4127118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4127133.250000 Penalty: 5282.169434
	Iteration 59Q: 3 clusters Score -4127133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -4127140.750000 Penalty: 5282.169434
	Iteration 60F: 3 clusters Score -4127141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -4127137.750000 Penalty: 5282.169434
	Iteration 61Q: 3 clusters Score -4127138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4127146.000000 Penalty: 5282.169434
	Iteration 62Q: 3 clusters Score -4127146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4127147.250000 Penalty: 5282.169434
	Iteration 63Q: 3 clusters Score -4127147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4127145.250000 Penalty: 5282.169434
	Iteration 64Q: 3 clusters Score -4127145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4127148.000000 Penalty: 5282.169434
	Iteration 65Q: 3 clusters Score -4127148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4127143.000000 Penalty: 5282.169434
	Iteration 66Q: 3 clusters Score -4127143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4127143.250000 Penalty: 5282.169434
	Iteration 67Q: 3 clusters Score -4127143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4127141.250000 Penalty: 5282.169434
	Iteration 68Q: 3 clusters Score -4127141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4127144.750000 Penalty: 5282.169434
	Iteration 69Q: 3 clusters Score -4127145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4127146.750000 Penalty: 5282.169434
	Iteration 70Q: 3 clusters Score -4127147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4127142.500000 Penalty: 5282.169434
	Iteration 71Q: 3 clusters Score -4127142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4127148.500000 Penalty: 5282.169434
	Iteration 72Q: 3 clusters Score -4127148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4127151.250000 Penalty: 5282.169434
	Iteration 73Q: 3 clusters Score -4127151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4127148.000000 Penalty: 5282.169434
	Iteration 74Q: 3 clusters Score -4127148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4127157.500000 Penalty: 5282.169434
	Iteration 75Q: 3 clusters Score -4127158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4127158.500000 Penalty: 5282.169434
	Iteration 76Q: 3 clusters Score -4127158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4127158.500000 Penalty: 5282.169434
	Iteration 77Q: 3 clusters Score -4127158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4127156.250000 Penalty: 5282.169434
	Iteration 78Q: 3 clusters Score -4127156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4127161.000000 Penalty: 5282.169434
	Iteration 79Q: 3 clusters Score -4127161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4127166.000000 Penalty: 5282.169434
	Iteration 80F: 3 clusters Score -4127166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4127162.750000 Penalty: 5282.169434
	Iteration 81Q: 3 clusters Score -4127163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4127162.750000 Penalty: 5282.169434
	Iteration 82Q: 3 clusters Score -4127163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4127167.750000 Penalty: 5282.169434
	Iteration 83Q: 3 clusters Score -4127168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4127167.750000 Penalty: 5282.169434
	Iteration 84Q: 3 clusters Score -4127168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4127166.000000 Penalty: 5282.169434
	Iteration 85Q: 3 clusters Score -4127166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4127169.500000 Penalty: 5282.169434
	Iteration 86Q: 3 clusters Score -4127170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4127172.250000 Penalty: 5282.169434
	Iteration 87Q: 3 clusters Score -4127172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4127170.250000 Penalty: 5282.169434
	Iteration 88Q: 3 clusters Score -4127170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4127173.500000 Penalty: 5282.169434
	Iteration 89Q: 3 clusters Score -4127174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4127170.000000 Penalty: 5282.169434
	Iteration 90Q: 3 clusters Score -4127170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4127170.000000 Penalty: 5282.169434
	Iteration 91F: 3 clusters Score -4127170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Entering Unmasked Estep 
Score: -1141698.125000 Penalty: 2345.637451
	Iteration 0F: 2 clusters Score -1141698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1132334.125000 Penalty: 4691.274902
	Iteration 0F: 3 clusters Score -1132334 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1135263.125000 Penalty: 4691.274902
	Iteration 1F: 3 clusters Score -1135263 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1135677.375000 Penalty: 4691.274902
	Iteration 2F: 3 clusters Score -1135677 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1135983.125000 Penalty: 4691.274902
	Iteration 3F: 3 clusters Score -1135983 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1136293.500000 Penalty: 4691.274902
	Iteration 4Q: 3 clusters Score -1136294 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1136566.750000 Penalty: 4691.274902
	Iteration 5Q: 3 clusters Score -1136567 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1136802.625000 Penalty: 4691.274902
	Iteration 6Q: 3 clusters Score -1136803 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1137039.500000 Penalty: 4691.274902
	Iteration 7Q: 3 clusters Score -1137040 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1137269.000000 Penalty: 4691.274902
	Iteration 8Q: 3 clusters Score -1137269 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1137492.250000 Penalty: 4691.274902
	Iteration 9Q: 3 clusters Score -1137492 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1137717.250000 Penalty: 4691.274902
	Iteration 10Q: 3 clusters Score -1137717 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1137937.250000 Penalty: 4691.274902
	Iteration 11Q: 3 clusters Score -1137937 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1138116.000000 Penalty: 4691.274902
	Iteration 12Q: 3 clusters Score -1138116 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1138244.125000 Penalty: 4691.274902
	Iteration 13Q: 3 clusters Score -1138244 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1138370.125000 Penalty: 4691.274902
	Iteration 14Q: 3 clusters Score -1138370 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1138480.875000 Penalty: 4691.274902
	Iteration 15Q: 3 clusters Score -1138481 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1138558.375000 Penalty: 4691.274902
	Iteration 16Q: 3 clusters Score -1138558 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1138622.625000 Penalty: 4691.274902
	Iteration 17Q: 3 clusters Score -1138623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1138671.875000 Penalty: 4691.274902
	Iteration 18Q: 3 clusters Score -1138672 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1138712.875000 Penalty: 4691.274902
	Iteration 19Q: 3 clusters Score -1138713 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1138744.125000 Penalty: 4691.274902
	Iteration 20F: 3 clusters Score -1138744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1138777.125000 Penalty: 4691.274902
	Iteration 21Q: 3 clusters Score -1138777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1138807.000000 Penalty: 4691.274902
	Iteration 22Q: 3 clusters Score -1138807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1138846.000000 Penalty: 4691.274902
	Iteration 23Q: 3 clusters Score -1138846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1138874.625000 Penalty: 4691.274902
	Iteration 24Q: 3 clusters Score -1138875 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1138909.250000 Penalty: 4691.274902
	Iteration 25Q: 3 clusters Score -1138909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1138936.750000 Penalty: 4691.274902
	Iteration 26Q: 3 clusters Score -1138937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1138962.125000 Penalty: 4691.274902
	Iteration 27Q: 3 clusters Score -1138962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1138978.375000 Penalty: 4691.274902
	Iteration 28Q: 3 clusters Score -1138978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1138993.375000 Penalty: 4691.274902
	Iteration 29Q: 3 clusters Score -1138993 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1139006.125000 Penalty: 4691.274902
	Iteration 30Q: 3 clusters Score -1139006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1139015.125000 Penalty: 4691.274902
	Iteration 31Q: 3 clusters Score -1139015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1139028.000000 Penalty: 4691.274902
	Iteration 32Q: 3 clusters Score -1139028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1139039.250000 Penalty: 4691.274902
	Iteration 33Q: 3 clusters Score -1139039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1139053.125000 Penalty: 4691.274902
	Iteration 34Q: 3 clusters Score -1139053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1139062.750000 Penalty: 4691.274902
	Iteration 35Q: 3 clusters Score -1139063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1139075.375000 Penalty: 4691.274902
	Iteration 36Q: 3 clusters Score -1139075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1139088.875000 Penalty: 4691.274902
	Iteration 37Q: 3 clusters Score -1139089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1139105.250000 Penalty: 4691.274902
	Iteration 38Q: 3 clusters Score -1139105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1139118.000000 Penalty: 4691.274902
	Iteration 39Q: 3 clusters Score -1139118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1139128.375000 Penalty: 4691.274902
	Iteration 40F: 3 clusters Score -1139128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1139135.750000 Penalty: 4691.274902
	Iteration 41Q: 3 clusters Score -1139136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1139140.125000 Penalty: 4691.274902
	Iteration 42Q: 3 clusters Score -1139140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1139149.625000 Penalty: 4691.274902
	Iteration 43Q: 3 clusters Score -1139150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1139148.250000 Penalty: 4691.274902
	Iteration 44Q: 3 clusters Score -1139148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1139155.500000 Penalty: 4691.274902
	Iteration 45Q: 3 clusters Score -1139156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1139159.625000 Penalty: 4691.274902
	Iteration 46Q: 3 clusters Score -1139160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1139162.750000 Penalty: 4691.274902
	Iteration 47Q: 3 clusters Score -1139163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1139160.125000 Penalty: 4691.274902
	Iteration 48Q: 3 clusters Score -1139160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1139160.750000 Penalty: 4691.274902
	Iteration 49Q: 3 clusters Score -1139161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1139165.000000 Penalty: 4691.274902
	Iteration 50Q: 3 clusters Score -1139165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1139168.500000 Penalty: 4691.274902
	Iteration 51Q: 3 clusters Score -1139168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1139169.250000 Penalty: 4691.274902
	Iteration 52Q: 3 clusters Score -1139169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1139167.750000 Penalty: 4691.274902
	Iteration 53Q: 3 clusters Score -1139168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1139170.875000 Penalty: 4691.274902
	Iteration 54Q: 3 clusters Score -1139171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1139179.625000 Penalty: 4691.274902
	Iteration 55Q: 3 clusters Score -1139180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1139181.125000 Penalty: 4691.274902
	Iteration 56Q: 3 clusters Score -1139181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1139183.250000 Penalty: 4691.274902
	Iteration 57Q: 3 clusters Score -1139183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1139185.375000 Penalty: 4691.274902
	Iteration 58Q: 3 clusters Score -1139185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1139185.125000 Penalty: 4691.274902
	Iteration 59Q: 3 clusters Score -1139185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1139184.500000 Penalty: 4691.274902
	Iteration 60F: 3 clusters Score -1139184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1139185.000000 Penalty: 4691.274902
	Iteration 61Q: 3 clusters Score -1139185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1139189.750000 Penalty: 4691.274902
	Iteration 62Q: 3 clusters Score -1139190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1139192.625000 Penalty: 4691.274902
	Iteration 63Q: 3 clusters Score -1139193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1139194.125000 Penalty: 4691.274902
	Iteration 64Q: 3 clusters Score -1139194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1139194.875000 Penalty: 4691.274902
	Iteration 65Q: 3 clusters Score -1139195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1139194.000000 Penalty: 4691.274902
	Iteration 66Q: 3 clusters Score -1139194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1139194.000000 Penalty: 4691.274902
	Iteration 67Q: 3 clusters Score -1139194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1139193.500000 Penalty: 4691.274902
	Iteration 68Q: 3 clusters Score -1139194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1139194.875000 Penalty: 4691.274902
	Iteration 69Q: 3 clusters Score -1139195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1139193.375000 Penalty: 4691.274902
	Iteration 70Q: 3 clusters Score -1139193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1139197.000000 Penalty: 4691.274902
	Iteration 71Q: 3 clusters Score -1139197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1139197.000000 Penalty: 4691.274902
	Iteration 72Q: 3 clusters Score -1139197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1139197.000000 Penalty: 4691.274902
	Iteration 73Q: 3 clusters Score -1139197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1139196.375000 Penalty: 4691.274902
	Iteration 74Q: 3 clusters Score -1139196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1139196.375000 Penalty: 4691.274902
	Iteration 75F: 3 clusters Score -1139196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -798602.750000 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -798602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -791881.687500 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -791881.7 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -793868.812500 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -793868.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -794406.937500 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -794406.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -795185.125000 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -795185.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -796458.875000 Penalty: 4485.848633
	Iteration 4F: 3 clusters Score -796458.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -798117.437500 Penalty: 4485.848633
	Iteration 5F: 3 clusters Score -798117.4 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -799630.187500 Penalty: 4485.848633
	Iteration 6F: 3 clusters Score -799630.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -800484.750000 Penalty: 4485.848633
	Iteration 7F: 3 clusters Score -800484.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -800770.437500 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -800770.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -800878.562500 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -800878.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -800944.750000 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -800944.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -800976.625000 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -800976.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -801001.625000 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -801001.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -801037.000000 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -801037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -801054.875000 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -801054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -801066.000000 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -801066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -801072.812500 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -801072.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -801076.437500 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -801076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -801080.062500 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -801080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -801079.187500 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -801079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -801079.500000 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -801079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -801081.000000 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -801081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -801081.312500 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -801081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -801081.312500 Penalty: 4485.848633
	Iteration 23F: 3 clusters Score -801081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Entering Unmasked Estep 
Score: -58848868.000000 Penalty: 119167.195312
Splitting cluster 20 changes total score from -58840508.000000 to -58848868.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (68965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Entering Unmasked Estep 
Score: -6905106.500000 Penalty: 2763.055908
	Iteration 0F: 2 clusters Score -6905106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6858884.500000 Penalty: 5526.111816
	Iteration 0F: 3 clusters Score -6858884 nChanged 32249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -6877630.500000 Penalty: 5526.111816
	Iteration 1F: 3 clusters Score -6877630 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -6879318.500000 Penalty: 5526.111816
	Iteration 2F: 3 clusters Score -6879318 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -6881840.000000 Penalty: 5526.111816
	Iteration 3F: 3 clusters Score -6881840 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6885061.500000 Penalty: 5526.111816
	Iteration 4F: 3 clusters Score -6885062 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6888423.500000 Penalty: 5526.111816
	Iteration 5F: 3 clusters Score -6888424 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -6891288.500000 Penalty: 5526.111816
	Iteration 6F: 3 clusters Score -6891288 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6893642.500000 Penalty: 5526.111816
	Iteration 7F: 3 clusters Score -6893642 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -6895456.500000 Penalty: 5526.111816
	Iteration 8Q: 3 clusters Score -6895456 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -6896952.000000 Penalty: 5526.111816
	Iteration 9Q: 3 clusters Score -6896952 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -6898159.000000 Penalty: 5526.111816
	Iteration 10Q: 3 clusters Score -6898159 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -6899144.500000 Penalty: 5526.111816
	Iteration 11Q: 3 clusters Score -6899144 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -6899864.500000 Penalty: 5526.111816
	Iteration 12Q: 3 clusters Score -6899864 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -6900363.500000 Penalty: 5526.111816
	Iteration 13Q: 3 clusters Score -6900364 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -6900641.000000 Penalty: 5526.111816
	Iteration 14Q: 3 clusters Score -6900641 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -6900826.500000 Penalty: 5526.111816
	Iteration 15Q: 3 clusters Score -6900826 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -6900930.500000 Penalty: 5526.111816
	Iteration 16Q: 3 clusters Score -6900930 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -6901074.500000 Penalty: 5526.111816
	Iteration 17Q: 3 clusters Score -6901074 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -6901156.000000 Penalty: 5526.111816
	Iteration 18Q: 3 clusters Score -6901156 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -6901265.000000 Penalty: 5526.111816
	Iteration 19Q: 3 clusters Score -6901265 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -6901358.000000 Penalty: 5526.111816
	Iteration 20F: 3 clusters Score -6901358 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -6901446.000000 Penalty: 5526.111816
	Iteration 21Q: 3 clusters Score -6901446 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -6901506.000000 Penalty: 5526.111816
	Iteration 22Q: 3 clusters Score -6901506 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -6901590.000000 Penalty: 5526.111816
	Iteration 23Q: 3 clusters Score -6901590 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -6901657.500000 Penalty: 5526.111816
	Iteration 24Q: 3 clusters Score -6901658 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -6901737.000000 Penalty: 5526.111816
	Iteration 25Q: 3 clusters Score -6901737 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -6901781.000000 Penalty: 5526.111816
	Iteration 26Q: 3 clusters Score -6901781 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -6901841.000000 Penalty: 5526.111816
	Iteration 27Q: 3 clusters Score -6901841 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -6901903.000000 Penalty: 5526.111816
	Iteration 28Q: 3 clusters Score -6901903 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -6901962.000000 Penalty: 5526.111816
	Iteration 29Q: 3 clusters Score -6901962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -6902017.500000 Penalty: 5526.111816
	Iteration 30Q: 3 clusters Score -6902018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -6902059.500000 Penalty: 5526.111816
	Iteration 31Q: 3 clusters Score -6902060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -6902114.000000 Penalty: 5526.111816
	Iteration 32Q: 3 clusters Score -6902114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -6902143.000000 Penalty: 5526.111816
	Iteration 33Q: 3 clusters Score -6902143 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -6902172.500000 Penalty: 5526.111816
	Iteration 34Q: 3 clusters Score -6902172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -6902205.500000 Penalty: 5526.111816
	Iteration 35Q: 3 clusters Score -6902206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -6902260.000000 Penalty: 5526.111816
	Iteration 36Q: 3 clusters Score -6902260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -6902294.000000 Penalty: 5526.111816
	Iteration 37Q: 3 clusters Score -6902294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -6902338.000000 Penalty: 5526.111816
	Iteration 38Q: 3 clusters Score -6902338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -6902390.000000 Penalty: 5526.111816
	Iteration 39Q: 3 clusters Score -6902390 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -6902435.500000 Penalty: 5526.111816
	Iteration 40F: 3 clusters Score -6902436 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -6902472.000000 Penalty: 5526.111816
	Iteration 41Q: 3 clusters Score -6902472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -6902508.500000 Penalty: 5526.111816
	Iteration 42Q: 3 clusters Score -6902508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -6902548.500000 Penalty: 5526.111816
	Iteration 43Q: 3 clusters Score -6902548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -6902584.500000 Penalty: 5526.111816
	Iteration 44Q: 3 clusters Score -6902584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -6902626.000000 Penalty: 5526.111816
	Iteration 45Q: 3 clusters Score -6902626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -6902644.500000 Penalty: 5526.111816
	Iteration 46Q: 3 clusters Score -6902644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -6902685.500000 Penalty: 5526.111816
	Iteration 47Q: 3 clusters Score -6902686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -6902698.000000 Penalty: 5526.111816
	Iteration 48Q: 3 clusters Score -6902698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -6902718.500000 Penalty: 5526.111816
	Iteration 49Q: 3 clusters Score -6902718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -6902721.000000 Penalty: 5526.111816
	Iteration 50Q: 3 clusters Score -6902721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -6902727.500000 Penalty: 5526.111816
	Iteration 51Q: 3 clusters Score -6902728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -6902717.500000 Penalty: 5526.111816
	Iteration 52Q: 3 clusters Score -6902718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -6902738.000000 Penalty: 5526.111816
	Iteration 53Q: 3 clusters Score -6902738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -6902739.000000 Penalty: 5526.111816
	Iteration 54Q: 3 clusters Score -6902739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -6902743.000000 Penalty: 5526.111816
	Iteration 55Q: 3 clusters Score -6902743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -6902753.000000 Penalty: 5526.111816
	Iteration 56Q: 3 clusters Score -6902753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -6902755.000000 Penalty: 5526.111816
	Iteration 57Q: 3 clusters Score -6902755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -6902760.500000 Penalty: 5526.111816
	Iteration 58Q: 3 clusters Score -6902760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -6902764.000000 Penalty: 5526.111816
	Iteration 59Q: 3 clusters Score -6902764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -6902772.000000 Penalty: 5526.111816
	Iteration 60F: 3 clusters Score -6902772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -6902783.000000 Penalty: 5526.111816
	Iteration 61Q: 3 clusters Score -6902783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -6902785.500000 Penalty: 5526.111816
	Iteration 62Q: 3 clusters Score -6902786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -6902783.500000 Penalty: 5526.111816
	Iteration 63Q: 3 clusters Score -6902784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -6902791.000000 Penalty: 5526.111816
	Iteration 64Q: 3 clusters Score -6902791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -6902790.500000 Penalty: 5526.111816
	Iteration 65Q: 3 clusters Score -6902790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -6902795.500000 Penalty: 5526.111816
	Iteration 66Q: 3 clusters Score -6902796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -6902792.000000 Penalty: 5526.111816
	Iteration 67Q: 3 clusters Score -6902792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6902791.000000 Penalty: 5526.111816
	Iteration 68Q: 3 clusters Score -6902791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6902795.000000 Penalty: 5526.111816
	Iteration 69Q: 3 clusters Score -6902795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6902795.500000 Penalty: 5526.111816
	Iteration 70Q: 3 clusters Score -6902796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6902795.500000 Penalty: 5526.111816
	Iteration 71F: 3 clusters Score -6902796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Entering Unmasked Estep 
Score: -1808314.500000 Penalty: 2444.086914
	Iteration 0F: 2 clusters Score -1808314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1794818.875000 Penalty: 4888.173828
	Iteration 0F: 3 clusters Score -1794819 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1799650.750000 Penalty: 4888.173828
	Iteration 1F: 3 clusters Score -1799651 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1800307.125000 Penalty: 4888.173828
	Iteration 2F: 3 clusters Score -1800307 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1800990.875000 Penalty: 4888.173828
	Iteration 3F: 3 clusters Score -1800991 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1801684.750000 Penalty: 4888.173828
	Iteration 4F: 3 clusters Score -1801685 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1802356.125000 Penalty: 4888.173828
	Iteration 5F: 3 clusters Score -1802356 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1803045.000000 Penalty: 4888.173828
	Iteration 6F: 3 clusters Score -1803045 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1803733.125000 Penalty: 4888.173828
	Iteration 7F: 3 clusters Score -1803733 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1804372.000000 Penalty: 4888.173828
	Iteration 8F: 3 clusters Score -1804372 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1804885.125000 Penalty: 4888.173828
	Iteration 9Q: 3 clusters Score -1804885 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1805275.750000 Penalty: 4888.173828
	Iteration 10Q: 3 clusters Score -1805276 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1805551.125000 Penalty: 4888.173828
	Iteration 11Q: 3 clusters Score -1805551 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1805724.375000 Penalty: 4888.173828
	Iteration 12Q: 3 clusters Score -1805724 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1805838.000000 Penalty: 4888.173828
	Iteration 13Q: 3 clusters Score -1805838 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1805900.875000 Penalty: 4888.173828
	Iteration 14Q: 3 clusters Score -1805901 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1805958.875000 Penalty: 4888.173828
	Iteration 15Q: 3 clusters Score -1805959 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1806027.000000 Penalty: 4888.173828
	Iteration 16Q: 3 clusters Score -1806027 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1806090.500000 Penalty: 4888.173828
	Iteration 17Q: 3 clusters Score -1806090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1806156.875000 Penalty: 4888.173828
	Iteration 18Q: 3 clusters Score -1806157 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1806234.875000 Penalty: 4888.173828
	Iteration 19Q: 3 clusters Score -1806235 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1806328.750000 Penalty: 4888.173828
	Iteration 20F: 3 clusters Score -1806329 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1806459.375000 Penalty: 4888.173828
	Iteration 21Q: 3 clusters Score -1806459 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1806616.875000 Penalty: 4888.173828
	Iteration 22Q: 3 clusters Score -1806617 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1806773.500000 Penalty: 4888.173828
	Iteration 23Q: 3 clusters Score -1806774 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1806937.375000 Penalty: 4888.173828
	Iteration 24Q: 3 clusters Score -1806937 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1807080.375000 Penalty: 4888.173828
	Iteration 25Q: 3 clusters Score -1807080 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1807227.875000 Penalty: 4888.173828
	Iteration 26Q: 3 clusters Score -1807228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1807346.625000 Penalty: 4888.173828
	Iteration 27Q: 3 clusters Score -1807347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1807424.250000 Penalty: 4888.173828
	Iteration 28Q: 3 clusters Score -1807424 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1807491.750000 Penalty: 4888.173828
	Iteration 29Q: 3 clusters Score -1807492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1807553.375000 Penalty: 4888.173828
	Iteration 30Q: 3 clusters Score -1807553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1807609.625000 Penalty: 4888.173828
	Iteration 31Q: 3 clusters Score -1807610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1807655.375000 Penalty: 4888.173828
	Iteration 32Q: 3 clusters Score -1807655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1807704.625000 Penalty: 4888.173828
	Iteration 33Q: 3 clusters Score -1807705 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1807739.000000 Penalty: 4888.173828
	Iteration 34Q: 3 clusters Score -1807739 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1807773.625000 Penalty: 4888.173828
	Iteration 35Q: 3 clusters Score -1807774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1807792.250000 Penalty: 4888.173828
	Iteration 36Q: 3 clusters Score -1807792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1807829.000000 Penalty: 4888.173828
	Iteration 37Q: 3 clusters Score -1807829 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1807862.250000 Penalty: 4888.173828
	Iteration 38Q: 3 clusters Score -1807862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1807889.375000 Penalty: 4888.173828
	Iteration 39Q: 3 clusters Score -1807889 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1807924.625000 Penalty: 4888.173828
	Iteration 40F: 3 clusters Score -1807925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1807956.250000 Penalty: 4888.173828
	Iteration 41Q: 3 clusters Score -1807956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1807998.125000 Penalty: 4888.173828
	Iteration 42Q: 3 clusters Score -1807998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1808039.875000 Penalty: 4888.173828
	Iteration 43Q: 3 clusters Score -1808040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1808082.875000 Penalty: 4888.173828
	Iteration 44Q: 3 clusters Score -1808083 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1808123.000000 Penalty: 4888.173828
	Iteration 45Q: 3 clusters Score -1808123 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1808168.750000 Penalty: 4888.173828
	Iteration 46Q: 3 clusters Score -1808169 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1808222.750000 Penalty: 4888.173828
	Iteration 47Q: 3 clusters Score -1808223 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1808282.750000 Penalty: 4888.173828
	Iteration 48Q: 3 clusters Score -1808283 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1808330.125000 Penalty: 4888.173828
	Iteration 49Q: 3 clusters Score -1808330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1808389.375000 Penalty: 4888.173828
	Iteration 50Q: 3 clusters Score -1808389 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1808430.375000 Penalty: 4888.173828
	Iteration 51Q: 3 clusters Score -1808430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1808492.500000 Penalty: 4888.173828
	Iteration 52Q: 3 clusters Score -1808492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1808540.875000 Penalty: 4888.173828
	Iteration 53Q: 3 clusters Score -1808541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1808585.250000 Penalty: 4888.173828
	Iteration 54Q: 3 clusters Score -1808585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1808619.375000 Penalty: 4888.173828
	Iteration 55Q: 3 clusters Score -1808619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1808636.875000 Penalty: 4888.173828
	Iteration 56Q: 3 clusters Score -1808637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1808644.375000 Penalty: 4888.173828
	Iteration 57Q: 3 clusters Score -1808644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1808660.125000 Penalty: 4888.173828
	Iteration 58Q: 3 clusters Score -1808660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1808672.375000 Penalty: 4888.173828
	Iteration 59Q: 3 clusters Score -1808672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1808696.625000 Penalty: 4888.173828
	Iteration 60F: 3 clusters Score -1808697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1808715.000000 Penalty: 4888.173828
	Iteration 61Q: 3 clusters Score -1808715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1808733.625000 Penalty: 4888.173828
	Iteration 62Q: 3 clusters Score -1808734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1808748.625000 Penalty: 4888.173828
	Iteration 63Q: 3 clusters Score -1808749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1808766.375000 Penalty: 4888.173828
	Iteration 64Q: 3 clusters Score -1808766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1808774.250000 Penalty: 4888.173828
	Iteration 65Q: 3 clusters Score -1808774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1808779.375000 Penalty: 4888.173828
	Iteration 66Q: 3 clusters Score -1808779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1808784.625000 Penalty: 4888.173828
	Iteration 67Q: 3 clusters Score -1808785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1808793.375000 Penalty: 4888.173828
	Iteration 68Q: 3 clusters Score -1808793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1808794.250000 Penalty: 4888.173828
	Iteration 69Q: 3 clusters Score -1808794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1808804.125000 Penalty: 4888.173828
	Iteration 70Q: 3 clusters Score -1808804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1808806.750000 Penalty: 4888.173828
	Iteration 71Q: 3 clusters Score -1808807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1808804.500000 Penalty: 4888.173828
	Iteration 72Q: 3 clusters Score -1808804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1808802.375000 Penalty: 4888.173828
	Iteration 73Q: 3 clusters Score -1808802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1808808.000000 Penalty: 4888.173828
	Iteration 74Q: 3 clusters Score -1808808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1808806.500000 Penalty: 4888.173828
	Iteration 75Q: 3 clusters Score -1808806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1808808.875000 Penalty: 4888.173828
	Iteration 76Q: 3 clusters Score -1808809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1808805.500000 Penalty: 4888.173828
	Iteration 77Q: 3 clusters Score -1808806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1808806.375000 Penalty: 4888.173828
	Iteration 78Q: 3 clusters Score -1808806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1808807.875000 Penalty: 4888.173828
	Iteration 79Q: 3 clusters Score -1808808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1808803.875000 Penalty: 4888.173828
	Iteration 80F: 3 clusters Score -1808804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1808804.875000 Penalty: 4888.173828
	Iteration 81Q: 3 clusters Score -1808805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1808805.750000 Penalty: 4888.173828
	Iteration 82Q: 3 clusters Score -1808806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1808809.375000 Penalty: 4888.173828
	Iteration 83Q: 3 clusters Score -1808809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1808811.500000 Penalty: 4888.173828
	Iteration 84Q: 3 clusters Score -1808812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1808809.000000 Penalty: 4888.173828
	Iteration 85Q: 3 clusters Score -1808809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1808810.250000 Penalty: 4888.173828
	Iteration 86Q: 3 clusters Score -1808810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1808809.375000 Penalty: 4888.173828
	Iteration 87Q: 3 clusters Score -1808809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1808810.375000 Penalty: 4888.173828
	Iteration 88Q: 3 clusters Score -1808810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1808810.375000 Penalty: 4888.173828
	Iteration 89F: 3 clusters Score -1808810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 7901 members 
Entering Unmasked Estep 
Score: -58848532.000000 Penalty: 122477.390625
Splitting cluster 22 changes total score from -58840508.000000 to -58848532.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -395150.312500 Penalty: 2111.966064
	Iteration 0F: 2 clusters Score -395150.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -390750.968750 Penalty: 4223.932129
	Iteration 0F: 3 clusters Score -390751 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -392134.406250 Penalty: 4223.932129
	Iteration 1F: 3 clusters Score -392134.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -392862.468750 Penalty: 4223.932129
	Iteration 2F: 3 clusters Score -392862.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -393721.750000 Penalty: 4223.932129
	Iteration 3F: 3 clusters Score -393721.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -394603.062500 Penalty: 4223.932129
	Iteration 4F: 3 clusters Score -394603.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -395189.187500 Penalty: 4223.932129
	Iteration 5F: 3 clusters Score -395189.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -395477.875000 Penalty: 4223.932129
	Iteration 6F: 3 clusters Score -395477.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -395691.687500 Penalty: 4223.932129
	Iteration 7Q: 3 clusters Score -395691.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -395894.187500 Penalty: 4223.932129
	Iteration 8Q: 3 clusters Score -395894.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -396020.781250 Penalty: 4223.932129
	Iteration 9Q: 3 clusters Score -396020.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -396093.875000 Penalty: 4223.932129
	Iteration 10Q: 3 clusters Score -396093.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -396152.250000 Penalty: 4223.932129
	Iteration 11Q: 3 clusters Score -396152.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -396197.750000 Penalty: 4223.932129
	Iteration 12Q: 3 clusters Score -396197.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -396235.281250 Penalty: 4223.932129
	Iteration 13Q: 3 clusters Score -396235.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -396264.843750 Penalty: 4223.932129
	Iteration 14Q: 3 clusters Score -396264.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -396286.718750 Penalty: 4223.932129
	Iteration 15Q: 3 clusters Score -396286.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -396298.156250 Penalty: 4223.932129
	Iteration 16Q: 3 clusters Score -396298.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -396302.656250 Penalty: 4223.932129
	Iteration 17Q: 3 clusters Score -396302.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -396306.500000 Penalty: 4223.932129
	Iteration 18Q: 3 clusters Score -396306.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -396309.156250 Penalty: 4223.932129
	Iteration 19Q: 3 clusters Score -396309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -396312.906250 Penalty: 4223.932129
	Iteration 20F: 3 clusters Score -396312.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -396318.000000 Penalty: 4223.932129
	Iteration 21Q: 3 clusters Score -396318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -396323.531250 Penalty: 4223.932129
	Iteration 22Q: 3 clusters Score -396323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -396325.093750 Penalty: 4223.932129
	Iteration 23Q: 3 clusters Score -396325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -396327.343750 Penalty: 4223.932129
	Iteration 24Q: 3 clusters Score -396327.3 nChanged 5
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: -396328.937500 Penalty: 4223.932129
	Iteration 25Q: 3 clusters Score -396328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -396330.375000 Penalty: 4223.932129
	Iteration 26Q: 3 clusters Score -396330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -396330.812500 Penalty: 4223.932129
	Iteration 27Q: 3 clusters Score -396330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -396331.093750 Penalty: 4223.932129
	Iteration 28Q: 3 clusters Score -396331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -396330.531250 Penalty: 4223.932129
	Iteration 29Q: 3 clusters Score -396330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -396332.093750 Penalty: 4223.932129
	Iteration 30Q: 3 clusters Score -396332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -396332.750000 Penalty: 4223.932129
	Iteration 31Q: 3 clusters Score -396332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -396332.875000 Penalty: 4223.932129
	Iteration 32Q: 3 clusters Score -396332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -396334.093750 Penalty: 4223.932129
	Iteration 33Q: 3 clusters Score -396334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -396334.000000 Penalty: 4223.932129
	Iteration 34Q: 3 clusters Score -396334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -396334.718750 Penalty: 4223.932129
	Iteration 35Q: 3 clusters Score -396334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -396336.281250 Penalty: 4223.932129
	Iteration 36Q: 3 clusters Score -396336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -396335.437500 Penalty: 4223.932129
	Iteration 37Q: 3 clusters Score -396335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -396335.437500 Penalty: 4223.932129
	Iteration 38F: 3 clusters Score -396335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 2362 members 
Entering Unmasked Estep 
Score: -58848488.000000 Penalty: 125787.593750
Splitting cluster 23 changes total score from -58840508.000000 to -58848488.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -576418.437500 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -576418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -571021.062500 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -571021.1 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -572623.250000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -572623.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -573097.000000 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -573097 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -573573.562500 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -573573.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -574211.500000 Penalty: 4347.822266
	Iteration 4F: 3 clusters Score -574211.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -574715.187500 Penalty: 4347.822266
	Iteration 5F: 3 clusters Score -574715.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -574998.625000 Penalty: 4347.822266
	Iteration 6F: 3 clusters Score -574998.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -575183.562500 Penalty: 4347.822266
	Iteration 7Q: 3 clusters Score -575183.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -575318.500000 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -575318.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -575416.375000 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -575416.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -575487.312500 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -575487.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -575553.937500 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -575553.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -575611.500000 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -575611.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -575659.375000 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -575659.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -575701.000000 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -575701 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -575730.562500 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -575730.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -575762.312500 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -575762.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -575793.750000 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -575793.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -575826.187500 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -575826.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -575864.437500 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -575864.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -575900.875000 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -575900.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -575958.000000 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -575958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -576088.125000 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -576088.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -576301.750000 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -576301.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -576455.937500 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -576455.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -576543.625000 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -576543.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -576579.625000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -576579.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -576596.500000 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -576596.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -576612.062500 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -576612.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -576624.625000 Penalty: 4347.822266
	Iteration 29Q: 3 clusters Score -576624.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -576630.875000 Penalty: 4347.822266
	Iteration 30Q: 3 clusters Score -576630.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -576638.812500 Penalty: 4347.822266
	Iteration 31Q: 3 clusters Score -576638.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -576646.500000 Penalty: 4347.822266
	Iteration 32Q: 3 clusters Score -576646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -576653.687500 Penalty: 4347.822266
	Iteration 33Q: 3 clusters Score -576653.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -576661.750000 Penalty: 4347.822266
	Iteration 34Q: 3 clusters Score -576661.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -576672.500000 Penalty: 4347.822266
	Iteration 35Q: 3 clusters Score -576672.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -576682.812500 Penalty: 4347.822266
	Iteration 36Q: 3 clusters Score -576682.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -576700.000000 Penalty: 4347.822266
	Iteration 37Q: 3 clusters Score -576700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -576718.000000 Penalty: 4347.822266
	Iteration 38Q: 3 clusters Score -576718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -576743.375000 Penalty: 4347.822266
	Iteration 39Q: 3 clusters Score -576743.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -576779.250000 Penalty: 4347.822266
	Iteration 40F: 3 clusters Score -576779.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -576815.187500 Penalty: 4347.822266
	Iteration 41Q: 3 clusters Score -576815.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -576849.187500 Penalty: 4347.822266
	Iteration 42Q: 3 clusters Score -576849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -576889.687500 Penalty: 4347.822266
	Iteration 43Q: 3 clusters Score -576889.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -576923.562500 Penalty: 4347.822266
	Iteration 44Q: 3 clusters Score -576923.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -576948.312500 Penalty: 4347.822266
	Iteration 45Q: 3 clusters Score -576948.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -576970.625000 Penalty: 4347.822266
	Iteration 46Q: 3 clusters Score -576970.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -576987.312500 Penalty: 4347.822266
	Iteration 47Q: 3 clusters Score -576987.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -577016.312500 Penalty: 4347.822266
	Iteration 48Q: 3 clusters Score -577016.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -577039.437500 Penalty: 4347.822266
	Iteration 49Q: 3 clusters Score -577039.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -577050.187500 Penalty: 4347.822266
	Iteration 50Q: 3 clusters Score -577050.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -577056.937500 Penalty: 4347.822266
	Iteration 51Q: 3 clusters Score -577056.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -577062.625000 Penalty: 4347.822266
	Iteration 52Q: 3 clusters Score -577062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -577065.750000 Penalty: 4347.822266
	Iteration 53Q: 3 clusters Score -577065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -577068.687500 Penalty: 4347.822266
	Iteration 54Q: 3 clusters Score -577068.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -577071.875000 Penalty: 4347.822266
	Iteration 55Q: 3 clusters Score -577071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -577073.250000 Penalty: 4347.822266
	Iteration 56Q: 3 clusters Score -577073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -577072.875000 Penalty: 4347.822266
	Iteration 57Q: 3 clusters Score -577072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -577072.875000 Penalty: 4347.822266
	Iteration 58F: 3 clusters Score -577072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 3267 members 
Mstep: Class 25 contains 39079 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 2362 members 
Mstep: Class 39 contains 3144 members 
Entering Unmasked Estep 
Score: -58848008.000000 Penalty: 129097.796875
Splitting cluster 24 changes total score from -58840508.000000 to -58848008.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (39079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Entering Unmasked Estep 
Score: -3879755.500000 Penalty: 2622.188477
	Iteration 0F: 2 clusters Score -3879756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3853597.500000 Penalty: 5244.376953
	Iteration 0F: 3 clusters Score -3853598 nChanged 17563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3863495.250000 Penalty: 5244.376953
	Iteration 1F: 3 clusters Score -3863495 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3864658.500000 Penalty: 5244.376953
	Iteration 2F: 3 clusters Score -3864658 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3866597.250000 Penalty: 5244.376953
	Iteration 3F: 3 clusters Score -3866597 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3870017.000000 Penalty: 5244.376953
	Iteration 4F: 3 clusters Score -3870017 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3875349.500000 Penalty: 5244.376953
	Iteration 5F: 3 clusters Score -3875350 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3882185.750000 Penalty: 5244.376953
	Iteration 6F: 3 clusters Score -3882186 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3887522.500000 Penalty: 5244.376953
	Iteration 7F: 3 clusters Score -3887522 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3890178.500000 Penalty: 5244.376953
	Iteration 8Q: 3 clusters Score -3890178 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3891194.500000 Penalty: 5244.376953
	Iteration 9Q: 3 clusters Score -3891194 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3891472.500000 Penalty: 5244.376953
	Iteration 10Q: 3 clusters Score -3891472 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3891562.500000 Penalty: 5244.376953
	Iteration 11Q: 3 clusters Score -3891562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3891607.250000 Penalty: 5244.376953
	Iteration 12Q: 3 clusters Score -3891607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3891635.250000 Penalty: 5244.376953
	Iteration 13Q: 3 clusters Score -3891635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3891650.500000 Penalty: 5244.376953
	Iteration 14Q: 3 clusters Score -3891650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3891649.250000 Penalty: 5244.376953
	Iteration 15Q: 3 clusters Score -3891649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3891656.500000 Penalty: 5244.376953
	Iteration 16Q: 3 clusters Score -3891656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3891662.250000 Penalty: 5244.376953
	Iteration 17Q: 3 clusters Score -3891662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3891660.000000 Penalty: 5244.376953
	Iteration 18Q: 3 clusters Score -3891660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3891663.500000 Penalty: 5244.376953
	Iteration 19Q: 3 clusters Score -3891664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3891660.500000 Penalty: 5244.376953
	Iteration 20F: 3 clusters Score -3891660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3891660.250000 Penalty: 5244.376953
	Iteration 21Q: 3 clusters Score -3891660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3891663.000000 Penalty: 5244.376953
	Iteration 22Q: 3 clusters Score -3891663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3891663.000000 Penalty: 5244.376953
	Iteration 23F: 3 clusters Score -3891663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 3267 members 
Mstep: Class 25 contains 11791 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 2362 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 27288 members 
Entering Unmasked Estep 
Score: -58859092.000000 Penalty: 132408.000000
Splitting cluster 25 changes total score from -58840508.000000 to -58859092.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -855647.250000 Penalty: 2268.528809
	Iteration 0F: 2 clusters Score -855647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -848319.312500 Penalty: 4537.057617
	Iteration 0F: 3 clusters Score -848319.3 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -850635.125000 Penalty: 4537.057617
	Iteration 1F: 3 clusters Score -850635.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -851091.937500 Penalty: 4537.057617
	Iteration 2F: 3 clusters Score -851091.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -851601.375000 Penalty: 4537.057617
	Iteration 3F: 3 clusters Score -851601.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -852209.562500 Penalty: 4537.057617
	Iteration 4F: 3 clusters Score -852209.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -853080.750000 Penalty: 4537.057617
	Iteration 5F: 3 clusters Score -853080.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -853919.000000 Penalty: 4537.057617
	Iteration 6F: 3 clusters Score -853919 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -854484.750000 Penalty: 4537.057617
	Iteration 7F: 3 clusters Score -854484.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -854869.625000 Penalty: 4537.057617
	Iteration 8Q: 3 clusters Score -854869.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -855080.187500 Penalty: 4537.057617
	Iteration 9Q: 3 clusters Score -855080.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -855173.937500 Penalty: 4537.057617
	Iteration 10Q: 3 clusters Score -855173.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -855207.062500 Penalty: 4537.057617
	Iteration 11Q: 3 clusters Score -855207.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -855230.062500 Penalty: 4537.057617
	Iteration 12Q: 3 clusters Score -855230.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -855245.875000 Penalty: 4537.057617
	Iteration 13Q: 3 clusters Score -855245.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -855252.625000 Penalty: 4537.057617
	Iteration 14Q: 3 clusters Score -855252.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -855257.250000 Penalty: 4537.057617
	Iteration 15Q: 3 clusters Score -855257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -855261.750000 Penalty: 4537.057617
	Iteration 16Q: 3 clusters Score -855261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -855263.562500 Penalty: 4537.057617
	Iteration 17Q: 3 clusters Score -855263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -855266.187500 Penalty: 4537.057617
	Iteration 18Q: 3 clusters Score -855266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -855268.125000 Penalty: 4537.057617
	Iteration 19Q: 3 clusters Score -855268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -855267.187500 Penalty: 4537.057617
	Iteration 20F: 3 clusters Score -855267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -855268.562500 Penalty: 4537.057617
	Iteration 21Q: 3 clusters Score -855268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -855271.625000 Penalty: 4537.057617
	Iteration 22Q: 3 clusters Score -855271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -855274.562500 Penalty: 4537.057617
	Iteration 23Q: 3 clusters Score -855274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -855275.625000 Penalty: 4537.057617
	Iteration 24Q: 3 clusters Score -855275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -855277.625000 Penalty: 4537.057617
	Iteration 25Q: 3 clusters Score -855277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -855276.187500 Penalty: 4537.057617
	Iteration 26Q: 3 clusters Score -855276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -855277.687500 Penalty: 4537.057617
	Iteration 27Q: 3 clusters Score -855277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -855279.687500 Penalty: 4537.057617
	Iteration 28Q: 3 clusters Score -855279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -855280.375000 Penalty: 4537.057617
	Iteration 29Q: 3 clusters Score -855280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -855280.187500 Penalty: 4537.057617
	Iteration 30Q: 3 clusters Score -855280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -855278.437500 Penalty: 4537.057617
	Iteration 31Q: 3 clusters Score -855278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -855278.250000 Penalty: 4537.057617
	Iteration 32Q: 3 clusters Score -855278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -855278.250000 Penalty: 4537.057617
	Iteration 33F: 3 clusters Score -855278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -430484.843750 Penalty: 2094.479492
	Iteration 0F: 2 clusters Score -430484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -426223.031250 Penalty: 4188.958984
	Iteration 0F: 3 clusters Score -426223 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -427278.218750 Penalty: 4188.958984
	Iteration 1F: 3 clusters Score -427278.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -427565.562500 Penalty: 4188.958984
	Iteration 2F: 3 clusters Score -427565.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -427870.843750 Penalty: 4188.958984
	Iteration 3F: 3 clusters Score -427870.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -428276.906250 Penalty: 4188.958984
	Iteration 4F: 3 clusters Score -428276.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -428811.187500 Penalty: 4188.958984
	Iteration 5F: 3 clusters Score -428811.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -429311.531250 Penalty: 4188.958984
	Iteration 6F: 3 clusters Score -429311.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -429689.531250 Penalty: 4188.958984
	Iteration 7F: 3 clusters Score -429689.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -429975.562500 Penalty: 4188.958984
	Iteration 8F: 3 clusters Score -429975.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -430174.937500 Penalty: 4188.958984
	Iteration 9Q: 3 clusters Score -430174.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -430345.812500 Penalty: 4188.958984
	Iteration 10Q: 3 clusters Score -430345.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -430520.750000 Penalty: 4188.958984
	Iteration 11Q: 3 clusters Score -430520.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -430586.187500 Penalty: 4188.958984
	Iteration 12Q: 3 clusters Score -430586.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -430634.218750 Penalty: 4188.958984
	Iteration 13Q: 3 clusters Score -430634.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -430653.000000 Penalty: 4188.958984
	Iteration 14Q: 3 clusters Score -430653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -430664.281250 Penalty: 4188.958984
	Iteration 15Q: 3 clusters Score -430664.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -430675.781250 Penalty: 4188.958984
	Iteration 16Q: 3 clusters Score -430675.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -430689.218750 Penalty: 4188.958984
	Iteration 17Q: 3 clusters Score -430689.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -430696.031250 Penalty: 4188.958984
	Iteration 18Q: 3 clusters Score -430696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -430702.281250 Penalty: 4188.958984
	Iteration 19Q: 3 clusters Score -430702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -430707.906250 Penalty: 4188.958984
	Iteration 20F: 3 clusters Score -430707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -430712.468750 Penalty: 4188.958984
	Iteration 21Q: 3 clusters Score -430712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -430713.593750 Penalty: 4188.958984
	Iteration 22Q: 3 clusters Score -430713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -430714.781250 Penalty: 4188.958984
	Iteration 23Q: 3 clusters Score -430714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -430718.156250 Penalty: 4188.958984
	Iteration 24Q: 3 clusters Score -430718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -430719.562500 Penalty: 4188.958984
	Iteration 25Q: 3 clusters Score -430719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -430719.218750 Penalty: 4188.958984
	Iteration 26Q: 3 clusters Score -430719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -430719.218750 Penalty: 4188.958984
	Iteration 27F: 3 clusters Score -430719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 3267 members 
Mstep: Class 25 contains 11791 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 56250 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 2362 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 27288 members 
Mstep: Class 41 contains 1287 members 
Entering Unmasked Estep 
Score: -58858120.000000 Penalty: 135718.187500
Splitting cluster 27 changes total score from -58840508.000000 to -58858120.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (11281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Entering Unmasked Estep 
Score: -1126594.875000 Penalty: 2314.057129
	Iteration 0F: 2 clusters Score -1126595 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 5728 members 
Entering Unmasked Estep 
Score: -1118099.875000 Penalty: 4628.114258
	Iteration 0F: 3 clusters Score -1118100 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1120744.000000 Penalty: 4628.114258
	Iteration 1F: 3 clusters Score -1120744 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1121193.000000 Penalty: 4628.114258
	Iteration 2F: 3 clusters Score -1121193 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1121625.500000 Penalty: 4628.114258
	Iteration 3F: 3 clusters Score -1121626 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1122074.875000 Penalty: 4628.114258
	Iteration 4F: 3 clusters Score -1122075 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1122512.125000 Penalty: 4628.114258
	Iteration 5F: 3 clusters Score -1122512 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1122918.500000 Penalty: 4628.114258
	Iteration 6F: 3 clusters Score -1122918 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1123280.125000 Penalty: 4628.114258
	Iteration 7Q: 3 clusters Score -1123280 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1123581.250000 Penalty: 4628.114258
	Iteration 8Q: 3 clusters Score -1123581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1123822.000000 Penalty: 4628.114258
	Iteration 9Q: 3 clusters Score -1123822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1124013.125000 Penalty: 4628.114258
	Iteration 10Q: 3 clusters Score -1124013 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1124172.000000 Penalty: 4628.114258
	Iteration 11Q: 3 clusters Score -1124172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1124295.625000 Penalty: 4628.114258
	Iteration 12Q: 3 clusters Score -1124296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1124393.500000 Penalty: 4628.114258
	Iteration 13Q: 3 clusters Score -1124394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1124465.625000 Penalty: 4628.114258
	Iteration 14Q: 3 clusters Score -1124466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1124531.750000 Penalty: 4628.114258
	Iteration 15Q: 3 clusters Score -1124532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1124579.625000 Penalty: 4628.114258
	Iteration 16Q: 3 clusters Score -1124580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1124606.500000 Penalty: 4628.114258
	Iteration 17Q: 3 clusters Score -1124606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1124634.000000 Penalty: 4628.114258
	Iteration 18Q: 3 clusters Score -1124634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1124661.000000 Penalty: 4628.114258
	Iteration 19Q: 3 clusters Score -1124661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1124678.125000 Penalty: 4628.114258
	Iteration 20F: 3 clusters Score -1124678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1124703.250000 Penalty: 4628.114258
	Iteration 21Q: 3 clusters Score -1124703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1124722.500000 Penalty: 4628.114258
	Iteration 22Q: 3 clusters Score -1124722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1124735.000000 Penalty: 4628.114258
	Iteration 23Q: 3 clusters Score -1124735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1124742.000000 Penalty: 4628.114258
	Iteration 24Q: 3 clusters Score -1124742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1124750.000000 Penalty: 4628.114258
	Iteration 25Q: 3 clusters Score -1124750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1124760.750000 Penalty: 4628.114258
	Iteration 26Q: 3 clusters Score -1124761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1124762.375000 Penalty: 4628.114258
	Iteration 27Q: 3 clusters Score -1124762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1124765.125000 Penalty: 4628.114258
	Iteration 28Q: 3 clusters Score -1124765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1124765.625000 Penalty: 4628.114258
	Iteration 29Q: 3 clusters Score -1124766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1124767.625000 Penalty: 4628.114258
	Iteration 30Q: 3 clusters Score -1124768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1124766.750000 Penalty: 4628.114258
	Iteration 31Q: 3 clusters Score -1124767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1124766.750000 Penalty: 4628.114258
	Iteration 32F: 3 clusters Score -1124767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -1451292.000000 Penalty: 2393.027588
	Iteration 0F: 2 clusters Score -1451292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1440215.750000 Penalty: 4786.055176
	Iteration 0F: 3 clusters Score -1440216 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1444115.375000 Penalty: 4786.055176
	Iteration 1F: 3 clusters Score -1444115 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1444993.750000 Penalty: 4786.055176
	Iteration 2F: 3 clusters Score -1444994 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1446072.500000 Penalty: 4786.055176
	Iteration 3F: 3 clusters Score -1446072 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1447266.375000 Penalty: 4786.055176
	Iteration 4F: 3 clusters Score -1447266 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1448298.000000 Penalty: 4786.055176
	Iteration 5F: 3 clusters Score -1448298 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1449043.000000 Penalty: 4786.055176
	Iteration 6F: 3 clusters Score -1449043 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1449478.250000 Penalty: 4786.055176
	Iteration 7Q: 3 clusters Score -1449478 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1449652.125000 Penalty: 4786.055176
	Iteration 8Q: 3 clusters Score -1449652 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1449752.750000 Penalty: 4786.055176
	Iteration 9Q: 3 clusters Score -1449753 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1449830.125000 Penalty: 4786.055176
	Iteration 10Q: 3 clusters Score -1449830 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1449885.875000 Penalty: 4786.055176
	Iteration 11Q: 3 clusters Score -1449886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1449942.625000 Penalty: 4786.055176
	Iteration 12Q: 3 clusters Score -1449943 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1450004.125000 Penalty: 4786.055176
	Iteration 13Q: 3 clusters Score -1450004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1450067.125000 Penalty: 4786.055176
	Iteration 14Q: 3 clusters Score -1450067 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1450112.000000 Penalty: 4786.055176
	Iteration 15Q: 3 clusters Score -1450112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1450154.750000 Penalty: 4786.055176
	Iteration 16Q: 3 clusters Score -1450155 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1450189.125000 Penalty: 4786.055176
	Iteration 17Q: 3 clusters Score -1450189 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1450211.000000 Penalty: 4786.055176
	Iteration 18Q: 3 clusters Score -1450211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1450250.500000 Penalty: 4786.055176
	Iteration 19Q: 3 clusters Score -1450250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1450284.625000 Penalty: 4786.055176
	Iteration 20F: 3 clusters Score -1450285 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1450332.875000 Penalty: 4786.055176
	Iteration 21Q: 3 clusters Score -1450333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1450375.500000 Penalty: 4786.055176
	Iteration 22Q: 3 clusters Score -1450376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1450410.125000 Penalty: 4786.055176
	Iteration 23Q: 3 clusters Score -1450410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1450440.750000 Penalty: 4786.055176
	Iteration 24Q: 3 clusters Score -1450441 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1450481.875000 Penalty: 4786.055176
	Iteration 25Q: 3 clusters Score -1450482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1450525.125000 Penalty: 4786.055176
	Iteration 26Q: 3 clusters Score -1450525 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1450564.000000 Penalty: 4786.055176
	Iteration 27Q: 3 clusters Score -1450564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1450591.250000 Penalty: 4786.055176
	Iteration 28Q: 3 clusters Score -1450591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1450615.375000 Penalty: 4786.055176
	Iteration 29Q: 3 clusters Score -1450615 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1450636.625000 Penalty: 4786.055176
	Iteration 30Q: 3 clusters Score -1450637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1450662.500000 Penalty: 4786.055176
	Iteration 31Q: 3 clusters Score -1450662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1450686.500000 Penalty: 4786.055176
	Iteration 32Q: 3 clusters Score -1450686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1450710.250000 Penalty: 4786.055176
	Iteration 33Q: 3 clusters Score -1450710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1450742.250000 Penalty: 4786.055176
	Iteration 34Q: 3 clusters Score -1450742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1450769.000000 Penalty: 4786.055176
	Iteration 35Q: 3 clusters Score -1450769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1450793.875000 Penalty: 4786.055176
	Iteration 36Q: 3 clusters Score -1450794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1450807.125000 Penalty: 4786.055176
	Iteration 37Q: 3 clusters Score -1450807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1450817.750000 Penalty: 4786.055176
	Iteration 38Q: 3 clusters Score -1450818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1450830.125000 Penalty: 4786.055176
	Iteration 39Q: 3 clusters Score -1450830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1450851.375000 Penalty: 4786.055176
	Iteration 40F: 3 clusters Score -1450851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1450873.125000 Penalty: 4786.055176
	Iteration 41Q: 3 clusters Score -1450873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1450887.625000 Penalty: 4786.055176
	Iteration 42Q: 3 clusters Score -1450888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1450895.875000 Penalty: 4786.055176
	Iteration 43Q: 3 clusters Score -1450896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1450902.750000 Penalty: 4786.055176
	Iteration 44Q: 3 clusters Score -1450903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1450907.250000 Penalty: 4786.055176
	Iteration 45Q: 3 clusters Score -1450907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1450912.500000 Penalty: 4786.055176
	Iteration 46Q: 3 clusters Score -1450912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1450920.625000 Penalty: 4786.055176
	Iteration 47Q: 3 clusters Score -1450921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1450925.125000 Penalty: 4786.055176
	Iteration 48Q: 3 clusters Score -1450925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1450932.250000 Penalty: 4786.055176
	Iteration 49Q: 3 clusters Score -1450932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1450937.000000 Penalty: 4786.055176
	Iteration 50Q: 3 clusters Score -1450937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1450944.250000 Penalty: 4786.055176
	Iteration 51Q: 3 clusters Score -1450944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1450953.250000 Penalty: 4786.055176
	Iteration 52Q: 3 clusters Score -1450953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1450958.125000 Penalty: 4786.055176
	Iteration 53Q: 3 clusters Score -1450958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1450959.250000 Penalty: 4786.055176
	Iteration 54Q: 3 clusters Score -1450959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1450966.500000 Penalty: 4786.055176
	Iteration 55Q: 3 clusters Score -1450966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1450968.125000 Penalty: 4786.055176
	Iteration 56Q: 3 clusters Score -1450968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1450965.125000 Penalty: 4786.055176
	Iteration 57Q: 3 clusters Score -1450965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1450969.500000 Penalty: 4786.055176
	Iteration 58Q: 3 clusters Score -1450970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1450968.500000 Penalty: 4786.055176
	Iteration 59Q: 3 clusters Score -1450968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1450971.375000 Penalty: 4786.055176
	Iteration 60F: 3 clusters Score -1450971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1450975.500000 Penalty: 4786.055176
	Iteration 61Q: 3 clusters Score -1450976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1450977.875000 Penalty: 4786.055176
	Iteration 62Q: 3 clusters Score -1450978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1450985.875000 Penalty: 4786.055176
	Iteration 63Q: 3 clusters Score -1450986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1450991.125000 Penalty: 4786.055176
	Iteration 64Q: 3 clusters Score -1450991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1450998.250000 Penalty: 4786.055176
	Iteration 65Q: 3 clusters Score -1450998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1451006.250000 Penalty: 4786.055176
	Iteration 66Q: 3 clusters Score -1451006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1451011.875000 Penalty: 4786.055176
	Iteration 67Q: 3 clusters Score -1451012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1451013.750000 Penalty: 4786.055176
	Iteration 68Q: 3 clusters Score -1451014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1451017.375000 Penalty: 4786.055176
	Iteration 69Q: 3 clusters Score -1451017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1451026.375000 Penalty: 4786.055176
	Iteration 70Q: 3 clusters Score -1451026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1451034.625000 Penalty: 4786.055176
	Iteration 71Q: 3 clusters Score -1451035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1451038.750000 Penalty: 4786.055176
	Iteration 72Q: 3 clusters Score -1451039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1451042.625000 Penalty: 4786.055176
	Iteration 73Q: 3 clusters Score -1451043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1451044.250000 Penalty: 4786.055176
	Iteration 74Q: 3 clusters Score -1451044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1451045.750000 Penalty: 4786.055176
	Iteration 75Q: 3 clusters Score -1451046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1451048.750000 Penalty: 4786.055176
	Iteration 76Q: 3 clusters Score -1451049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1451055.625000 Penalty: 4786.055176
	Iteration 77Q: 3 clusters Score -1451056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1451054.500000 Penalty: 4786.055176
	Iteration 78Q: 3 clusters Score -1451054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1451057.500000 Penalty: 4786.055176
	Iteration 79Q: 3 clusters Score -1451058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1451057.250000 Penalty: 4786.055176
	Iteration 80F: 3 clusters Score -1451057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1451057.875000 Penalty: 4786.055176
	Iteration 81Q: 3 clusters Score -1451058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1451056.125000 Penalty: 4786.055176
	Iteration 82Q: 3 clusters Score -1451056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1451055.125000 Penalty: 4786.055176
	Iteration 83Q: 3 clusters Score -1451055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1451058.125000 Penalty: 4786.055176
	Iteration 84Q: 3 clusters Score -1451058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1451057.000000 Penalty: 4786.055176
	Iteration 85Q: 3 clusters Score -1451057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1451057.000000 Penalty: 4786.055176
	Iteration 86F: 3 clusters Score -1451057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Entering Unmasked Estep 
Score: -5659823.000000 Penalty: 2712.515137
	Iteration 0F: 2 clusters Score -5659823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5622029.000000 Penalty: 5425.030273
	Iteration 0F: 3 clusters Score -5622029 nChanged 26074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5636500.500000 Penalty: 5425.030273
	Iteration 1F: 3 clusters Score -5636500 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -5637318.500000 Penalty: 5425.030273
	Iteration 2Q: 3 clusters Score -5637318 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -5638398.000000 Penalty: 5425.030273
	Iteration 3Q: 3 clusters Score -5638398 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5640089.500000 Penalty: 5425.030273
	Iteration 4F: 3 clusters Score -5640090 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5642928.000000 Penalty: 5425.030273
	Iteration 5F: 3 clusters Score -5642928 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5647117.000000 Penalty: 5425.030273
	Iteration 6F: 3 clusters Score -5647117 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -5651480.000000 Penalty: 5425.030273
	Iteration 7F: 3 clusters Score -5651480 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -5654643.000000 Penalty: 5425.030273
	Iteration 8F: 3 clusters Score -5654643 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -5656291.000000 Penalty: 5425.030273
	Iteration 9Q: 3 clusters Score -5656291 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -5656961.000000 Penalty: 5425.030273
	Iteration 10Q: 3 clusters Score -5656961 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -5657283.000000 Penalty: 5425.030273
	Iteration 11Q: 3 clusters Score -5657283 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -5657453.500000 Penalty: 5425.030273
	Iteration 12Q: 3 clusters Score -5657454 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -5657565.000000 Penalty: 5425.030273
	Iteration 13Q: 3 clusters Score -5657565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -5657652.000000 Penalty: 5425.030273
	Iteration 14Q: 3 clusters Score -5657652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -5657733.000000 Penalty: 5425.030273
	Iteration 15Q: 3 clusters Score -5657733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -5657781.000000 Penalty: 5425.030273
	Iteration 16Q: 3 clusters Score -5657781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -5657819.500000 Penalty: 5425.030273
	Iteration 17Q: 3 clusters Score -5657820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -5657875.000000 Penalty: 5425.030273
	Iteration 18Q: 3 clusters Score -5657875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -5657906.000000 Penalty: 5425.030273
	Iteration 19Q: 3 clusters Score -5657906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -5657914.500000 Penalty: 5425.030273
	Iteration 20F: 3 clusters Score -5657914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -5657937.000000 Penalty: 5425.030273
	Iteration 21Q: 3 clusters Score -5657937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -5657992.000000 Penalty: 5425.030273
	Iteration 22Q: 3 clusters Score -5657992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -5658114.500000 Penalty: 5425.030273
	Iteration 23Q: 3 clusters Score -5658114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -5658217.000000 Penalty: 5425.030273
	Iteration 24Q: 3 clusters Score -5658217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -5658269.000000 Penalty: 5425.030273
	Iteration 25Q: 3 clusters Score -5658269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -5658311.000000 Penalty: 5425.030273
	Iteration 26Q: 3 clusters Score -5658311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -5658357.000000 Penalty: 5425.030273
	Iteration 27Q: 3 clusters Score -5658357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -5658371.000000 Penalty: 5425.030273
	Iteration 28Q: 3 clusters Score -5658371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -5658390.500000 Penalty: 5425.030273
	Iteration 29Q: 3 clusters Score -5658390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -5658412.500000 Penalty: 5425.030273
	Iteration 30Q: 3 clusters Score -5658412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -5658433.500000 Penalty: 5425.030273
	Iteration 31Q: 3 clusters Score -5658434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -5658459.000000 Penalty: 5425.030273
	Iteration 32Q: 3 clusters Score -5658459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -5658483.500000 Penalty: 5425.030273
	Iteration 33Q: 3 clusters Score -5658484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -5658488.000000 Penalty: 5425.030273
	Iteration 34Q: 3 clusters Score -5658488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -5658502.000000 Penalty: 5425.030273
	Iteration 35Q: 3 clusters Score -5658502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -5658526.000000 Penalty: 5425.030273
	Iteration 36Q: 3 clusters Score -5658526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -5658532.000000 Penalty: 5425.030273
	Iteration 37Q: 3 clusters Score -5658532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -5658556.500000 Penalty: 5425.030273
	Iteration 38Q: 3 clusters Score -5658556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -5658604.000000 Penalty: 5425.030273
	Iteration 39Q: 3 clusters Score -5658604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -5658637.000000 Penalty: 5425.030273
	Iteration 40F: 3 clusters Score -5658637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -5658704.000000 Penalty: 5425.030273
	Iteration 41Q: 3 clusters Score -5658704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -5658785.500000 Penalty: 5425.030273
	Iteration 42Q: 3 clusters Score -5658786 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -5658876.500000 Penalty: 5425.030273
	Iteration 43Q: 3 clusters Score -5658876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -5658943.000000 Penalty: 5425.030273
	Iteration 44Q: 3 clusters Score -5658943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -5659034.500000 Penalty: 5425.030273
	Iteration 45Q: 3 clusters Score -5659034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -5659142.500000 Penalty: 5425.030273
	Iteration 46Q: 3 clusters Score -5659142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -5659231.500000 Penalty: 5425.030273
	Iteration 47Q: 3 clusters Score -5659232 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -5659341.500000 Penalty: 5425.030273
	Iteration 48Q: 3 clusters Score -5659342 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -5659501.500000 Penalty: 5425.030273
	Iteration 49Q: 3 clusters Score -5659502 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -5659663.500000 Penalty: 5425.030273
	Iteration 50Q: 3 clusters Score -5659664 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -5659813.000000 Penalty: 5425.030273
	Iteration 51Q: 3 clusters Score -5659813 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -5659990.000000 Penalty: 5425.030273
	Iteration 52Q: 3 clusters Score -5659990 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -5660138.500000 Penalty: 5425.030273
	Iteration 53Q: 3 clusters Score -5660138 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -5660330.500000 Penalty: 5425.030273
	Iteration 54Q: 3 clusters Score -5660330 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -5660594.500000 Penalty: 5425.030273
	Iteration 55Q: 3 clusters Score -5660594 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -5660899.000000 Penalty: 5425.030273
	Iteration 56Q: 3 clusters Score -5660899 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -5661186.500000 Penalty: 5425.030273
	Iteration 57Q: 3 clusters Score -5661186 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -5661459.000000 Penalty: 5425.030273
	Iteration 58Q: 3 clusters Score -5661459 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -5661659.000000 Penalty: 5425.030273
	Iteration 59Q: 3 clusters Score -5661659 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -5662775.000000 Penalty: 5425.030273
	Iteration 60F: 3 clusters Score -5662775 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -5665560.000000 Penalty: 5425.030273
	Iteration 61Q: 3 clusters Score -5665560 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -5670158.000000 Penalty: 5425.030273
	Iteration 62F: 3 clusters Score -5670158 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5676362.000000 Penalty: 5425.030273
	Iteration 63F: 3 clusters Score -5676362 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -5681984.000000 Penalty: 5425.030273
	Iteration 64F: 3 clusters Score -5681984 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -5684483.000000 Penalty: 5425.030273
	Iteration 65Q: 3 clusters Score -5684483 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5684878.000000 Penalty: 5425.030273
	Iteration 66Q: 3 clusters Score -5684878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -5684884.500000 Penalty: 5425.030273
	Iteration 67Q: 3 clusters Score -5684884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5684884.000000 Penalty: 5425.030273
	Iteration 68Q: 3 clusters Score -5684884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5684888.500000 Penalty: 5425.030273
	Iteration 69Q: 3 clusters Score -5684888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5684892.000000 Penalty: 5425.030273
	Iteration 70Q: 3 clusters Score -5684892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5684892.000000 Penalty: 5425.030273
	Iteration 71F: 3 clusters Score -5684892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 3267 members 
Mstep: Class 25 contains 11791 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 21801 members 
Mstep: Class 31 contains 109005 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 3435 members 
Mstep: Class 34 contains 1040 members 
Mstep: Class 35 contains 7962 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 2362 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 27288 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 34449 members 
Entering Unmasked Estep 
Score: -58882672.000000 Penalty: 139028.390625
Splitting cluster 30 changes total score from -58840508.000000 to -58882672.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 31550 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 37036 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 42173 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 68965 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 3267 members 
Mstep: Class 25 contains 11791 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 15511 members 
Mstep: Class 30 contains 21801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58892776.000000 Penalty: 139028.390625
Iteration 79Q: 43 clusters Score -5.889278e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 25666 members 
Mstep: Class 4 contains 17683 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 31805 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 12182 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 5966 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 41677 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 68983 members 
Mstep: Class 22 contains 12273 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 3486 members 
Mstep: Class 25 contains 12484 members 
Mstep: Class 26 contains 9411 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 15613 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 107702 members 
Mstep: Class 32 contains 9831 members 
Mstep: Class 33 contains 3355 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 7977 members 
Mstep: Class 36 contains 5664 members 
Mstep: Class 37 contains 7693 members 
Mstep: Class 38 contains 2285 members 
Mstep: Class 39 contains 2848 members 
Mstep: Class 40 contains 26555 members 
Mstep: Class 41 contains 1229 members 
Mstep: Class 42 contains 33510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900244.000000 Penalty: 139028.390625
Iteration 80F: 43 clusters Score -5.890024e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 25550 members 
Mstep: Class 4 contains 17414 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 31752 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 10 contains 1749 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 12014 members 
Mstep: Class 14 contains 6970 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 15780 members 
Mstep: Class 18 contains 41279 members 
Mstep: Class 19 contains 12840 members 
Mstep: Class 20 contains 2863 members 
Mstep: Class 21 contains 68436 members 
Mstep: Class 22 contains 12798 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 3554 members 
Mstep: Class 25 contains 12908 members 
Mstep: Class 26 contains 9413 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 15221 members 
Mstep: Class 30 contains 22286 members 
Mstep: Class 31 contains 107654 members 
Mstep: Class 32 contains 10076 members 
Mstep: Class 33 contains 3517 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 8329 members 
Mstep: Class 36 contains 5994 members 
Mstep: Class 37 contains 7682 members 
Mstep: Class 38 contains 2385 members 
Mstep: Class 39 contains 2790 members 
Mstep: Class 40 contains 27054 members 
Mstep: Class 41 contains 1302 members 
Mstep: Class 42 contains 33476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58903808.000000 Penalty: 139028.390625
Iteration 81Q: 43 clusters Score -5.890381e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 25480 members 
Mstep: Class 4 contains 17251 members 
Mstep: Class 5 contains 10122 members 
Mstep: Class 6 contains 31677 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 36393 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 5228 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 6534 members 
Mstep: Class 15 contains 5987 members 
Mstep: Class 16 contains 7931 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 40977 members 
Mstep: Class 19 contains 12768 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 68076 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 13264 members 
Mstep: Class 26 contains 9417 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 22324 members 
Mstep: Class 31 contains 107537 members 
Mstep: Class 32 contains 10211 members 
Mstep: Class 33 contains 3590 members 
Mstep: Class 34 contains 1187 members 
Mstep: Class 35 contains 8473 members 
Mstep: Class 36 contains 6138 members 
Mstep: Class 37 contains 7715 members 
Mstep: Class 38 contains 2407 members 
Mstep: Class 39 contains 2743 members 
Mstep: Class 40 contains 27365 members 
Mstep: Class 41 contains 1330 members 
Mstep: Class 42 contains 33488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904940.000000 Penalty: 139028.390625
Iteration 82Q: 43 clusters Score -5.890494e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 25435 members 
Mstep: Class 4 contains 17136 members 
Mstep: Class 5 contains 10191 members 
Mstep: Class 6 contains 31617 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 36166 members 
Mstep: Class 10 contains 1753 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 11898 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 5988 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 40707 members 
Mstep: Class 19 contains 12721 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 67805 members 
Mstep: Class 22 contains 13385 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 13550 members 
Mstep: Class 26 contains 9420 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14888 members 
Mstep: Class 30 contains 22345 members 
Mstep: Class 31 contains 107406 members 
Mstep: Class 32 contains 10315 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 1191 members 
Mstep: Class 35 contains 8555 members 
Mstep: Class 36 contains 6225 members 
Mstep: Class 37 contains 7753 members 
Mstep: Class 38 contains 2394 members 
Mstep: Class 39 contains 2713 members 
Mstep: Class 40 contains 27588 members 
Mstep: Class 41 contains 1347 members 
Mstep: Class 42 contains 33498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58905928.000000 Penalty: 139028.390625
Iteration 83Q: 43 clusters Score -5.890593e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4323 members 
Mstep: Class 3 contains 25403 members 
Mstep: Class 4 contains 17042 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 31588 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 35999 members 
Mstep: Class 10 contains 1759 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 11867 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 5989 members 
Mstep: Class 16 contains 8509 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 40504 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 67556 members 
Mstep: Class 22 contains 13565 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13760 members 
Mstep: Class 26 contains 9410 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 11361 members 
Mstep: Class 29 contains 14798 members 
Mstep: Class 30 contains 22359 members 
Mstep: Class 31 contains 107279 members 
Mstep: Class 32 contains 10406 members 
Mstep: Class 33 contains 3662 members 
Mstep: Class 34 contains 1191 members 
Mstep: Class 35 contains 8622 members 
Mstep: Class 36 contains 6272 members 
Mstep: Class 37 contains 7796 members 
Mstep: Class 38 contains 2382 members 
Mstep: Class 39 contains 2688 members 
Mstep: Class 40 contains 27769 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 33504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58906816.000000 Penalty: 139028.390625
Iteration 84Q: 43 clusters Score -5.890682e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 25384 members 
Mstep: Class 4 contains 16986 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 31585 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 35886 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 11848 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 15530 members 
Mstep: Class 18 contains 40352 members 
Mstep: Class 19 contains 12653 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 67355 members 
Mstep: Class 22 contains 13752 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 3702 members 
Mstep: Class 25 contains 13909 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 11365 members 
Mstep: Class 29 contains 14735 members 
Mstep: Class 30 contains 22373 members 
Mstep: Class 31 contains 107121 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 3689 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 8657 members 
Mstep: Class 36 contains 6289 members 
Mstep: Class 37 contains 7812 members 
Mstep: Class 38 contains 2389 members 
Mstep: Class 39 contains 2674 members 
Mstep: Class 40 contains 27894 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 33517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907304.000000 Penalty: 139028.390625
Iteration 85Q: 43 clusters Score -5.89073e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 25372 members 
Mstep: Class 4 contains 16920 members 
Mstep: Class 5 contains 10371 members 
Mstep: Class 6 contains 31573 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 35791 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 11834 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 15 contains 5996 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 15497 members 
Mstep: Class 18 contains 40208 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 67201 members 
Mstep: Class 22 contains 13894 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 14021 members 
Mstep: Class 26 contains 9373 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 11358 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 22380 members 
Mstep: Class 31 contains 106967 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 3716 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 8682 members 
Mstep: Class 36 contains 6322 members 
Mstep: Class 37 contains 7825 members 
Mstep: Class 38 contains 2382 members 
Mstep: Class 39 contains 2668 members 
Mstep: Class 40 contains 28007 members 
Mstep: Class 41 contains 1358 members 
Mstep: Class 42 contains 33520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907516.000000 Penalty: 139028.390625
Iteration 86Q: 43 clusters Score -5.890752e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 25376 members 
Mstep: Class 4 contains 16878 members 
Mstep: Class 5 contains 10416 members 
Mstep: Class 6 contains 31565 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 35726 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 5255 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 15 contains 5991 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 15478 members 
Mstep: Class 18 contains 40081 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 67053 members 
Mstep: Class 22 contains 13992 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 14122 members 
Mstep: Class 26 contains 9366 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 11358 members 
Mstep: Class 29 contains 14668 members 
Mstep: Class 30 contains 22385 members 
Mstep: Class 31 contains 106842 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 6339 members 
Mstep: Class 37 contains 7847 members 
Mstep: Class 38 contains 2383 members 
Mstep: Class 39 contains 2665 members 
Mstep: Class 40 contains 28087 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 33532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907760.000000 Penalty: 139028.390625
Iteration 87Q: 43 clusters Score -5.890776e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 25383 members 
Mstep: Class 4 contains 16829 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 31565 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 2473 members 
Mstep: Class 9 contains 35682 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 7303 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 11821 members 
Mstep: Class 14 contains 5475 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 9002 members 
Mstep: Class 17 contains 15452 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 3484 members 
Mstep: Class 21 contains 66943 members 
Mstep: Class 22 contains 14043 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 14206 members 
Mstep: Class 26 contains 9353 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 11358 members 
Mstep: Class 29 contains 14644 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 106729 members 
Mstep: Class 32 contains 10664 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 1201 members 
Mstep: Class 35 contains 8713 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 2371 members 
Mstep: Class 39 contains 2662 members 
Mstep: Class 40 contains 28151 members 
Mstep: Class 41 contains 1362 members 
Mstep: Class 42 contains 33547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907896.000000 Penalty: 139028.390625
Iteration 88Q: 43 clusters Score -5.89079e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 25380 members 
Mstep: Class 4 contains 16783 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 31561 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 35651 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 11817 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 5991 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 15426 members 
Mstep: Class 18 contains 39856 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 66827 members 
Mstep: Class 22 contains 14130 members 
Mstep: Class 23 contains 2749 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 9339 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 14633 members 
Mstep: Class 30 contains 22397 members 
Mstep: Class 31 contains 106636 members 
Mstep: Class 32 contains 10715 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8725 members 
Mstep: Class 36 contains 6358 members 
Mstep: Class 37 contains 7880 members 
Mstep: Class 38 contains 2364 members 
Mstep: Class 39 contains 2658 members 
Mstep: Class 40 contains 28213 members 
Mstep: Class 41 contains 1363 members 
Mstep: Class 42 contains 33550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908156.000000 Penalty: 139028.390625
Iteration 89Q: 43 clusters Score -5.890816e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 25376 members 
Mstep: Class 4 contains 16755 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 31554 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 35630 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 39773 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 66720 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 2756 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14321 members 
Mstep: Class 26 contains 9322 members 
Mstep: Class 27 contains 3660 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 14630 members 
Mstep: Class 30 contains 22399 members 
Mstep: Class 31 contains 106535 members 
Mstep: Class 32 contains 10762 members 
Mstep: Class 33 contains 3755 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8730 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7898 members 
Mstep: Class 38 contains 2352 members 
Mstep: Class 39 contains 2655 members 
Mstep: Class 40 contains 28259 members 
Mstep: Class 41 contains 1364 members 
Mstep: Class 42 contains 33559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908344.000000 Penalty: 139028.390625
Iteration 90Q: 43 clusters Score -5.890834e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 25378 members 
Mstep: Class 4 contains 16708 members 
Mstep: Class 5 contains 10544 members 
Mstep: Class 6 contains 31560 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 35611 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 11808 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 5992 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 15389 members 
Mstep: Class 18 contains 39703 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 66626 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 14346 members 
Mstep: Class 26 contains 9314 members 
Mstep: Class 27 contains 3661 members 
Mstep: Class 28 contains 11352 members 
Mstep: Class 29 contains 14631 members 
Mstep: Class 30 contains 22403 members 
Mstep: Class 31 contains 106461 members 
Mstep: Class 32 contains 10825 members 
Mstep: Class 33 contains 3762 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8733 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 7908 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 28292 members 
Mstep: Class 41 contains 1366 members 
Mstep: Class 42 contains 33566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908548.000000 Penalty: 139028.390625
Iteration 91Q: 43 clusters Score -5.890855e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 25379 members 
Mstep: Class 4 contains 16678 members 
Mstep: Class 5 contains 10574 members 
Mstep: Class 6 contains 31564 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 35600 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7365 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 5268 members 
Mstep: Class 15 contains 5992 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 15380 members 
Mstep: Class 18 contains 39663 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 3682 members 
Mstep: Class 21 contains 66539 members 
Mstep: Class 22 contains 14261 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 14355 members 
Mstep: Class 26 contains 9309 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14621 members 
Mstep: Class 30 contains 22404 members 
Mstep: Class 31 contains 106395 members 
Mstep: Class 32 contains 10862 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8740 members 
Mstep: Class 36 contains 6353 members 
Mstep: Class 37 contains 7913 members 
Mstep: Class 38 contains 2335 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 28318 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 33573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908740.000000 Penalty: 139028.390625
Iteration 92Q: 43 clusters Score -5.890874e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4427 members 
Mstep: Class 3 contains 25386 members 
Mstep: Class 4 contains 16660 members 
Mstep: Class 5 contains 10601 members 
Mstep: Class 6 contains 31561 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 35596 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7381 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 5230 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 15380 members 
Mstep: Class 18 contains 39615 members 
Mstep: Class 19 contains 12602 members 
Mstep: Class 20 contains 3713 members 
Mstep: Class 21 contains 66456 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 2763 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 14365 members 
Mstep: Class 26 contains 9306 members 
Mstep: Class 27 contains 3666 members 
Mstep: Class 28 contains 11359 members 
Mstep: Class 29 contains 14610 members 
Mstep: Class 30 contains 22404 members 
Mstep: Class 31 contains 106324 members 
Mstep: Class 32 contains 10902 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8749 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7910 members 
Mstep: Class 38 contains 2332 members 
Mstep: Class 39 contains 2652 members 
Mstep: Class 40 contains 28350 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 33578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908632.000000 Penalty: 139028.390625
Iteration 93Q: 43 clusters Score -5.890863e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 25388 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 31558 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 35590 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7398 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 11796 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 9281 members 
Mstep: Class 17 contains 15379 members 
Mstep: Class 18 contains 39562 members 
Mstep: Class 19 contains 12591 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 66393 members 
Mstep: Class 22 contains 14302 members 
Mstep: Class 23 contains 2770 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 14376 members 
Mstep: Class 26 contains 9302 members 
Mstep: Class 27 contains 3666 members 
Mstep: Class 28 contains 11352 members 
Mstep: Class 29 contains 14594 members 
Mstep: Class 30 contains 22405 members 
Mstep: Class 31 contains 106255 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8760 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 7894 members 
Mstep: Class 38 contains 2323 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 28383 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 33584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908716.000000 Penalty: 139028.390625
Iteration 94Q: 43 clusters Score -5.890872e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 25387 members 
Mstep: Class 4 contains 16621 members 
Mstep: Class 5 contains 10669 members 
Mstep: Class 6 contains 31553 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 35583 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 9308 members 
Mstep: Class 17 contains 15377 members 
Mstep: Class 18 contains 39505 members 
Mstep: Class 19 contains 12581 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 66334 members 
Mstep: Class 22 contains 14340 members 
Mstep: Class 23 contains 2775 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 14388 members 
Mstep: Class 26 contains 9297 members 
Mstep: Class 27 contains 3666 members 
Mstep: Class 28 contains 11350 members 
Mstep: Class 29 contains 14575 members 
Mstep: Class 30 contains 22407 members 
Mstep: Class 31 contains 106177 members 
Mstep: Class 32 contains 10991 members 
Mstep: Class 33 contains 3795 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8768 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 2308 members 
Mstep: Class 39 contains 2655 members 
Mstep: Class 40 contains 28407 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 33590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908828.000000 Penalty: 139028.390625
Iteration 95Q: 43 clusters Score -5.890883e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 25393 members 
Mstep: Class 4 contains 16604 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 31546 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 35583 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 9328 members 
Mstep: Class 17 contains 15372 members 
Mstep: Class 18 contains 39450 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 66261 members 
Mstep: Class 22 contains 14387 members 
Mstep: Class 23 contains 2776 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 14408 members 
Mstep: Class 26 contains 9294 members 
Mstep: Class 27 contains 3668 members 
Mstep: Class 28 contains 11351 members 
Mstep: Class 29 contains 14559 members 
Mstep: Class 30 contains 22410 members 
Mstep: Class 31 contains 106114 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 3796 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8776 members 
Mstep: Class 36 contains 6348 members 
Mstep: Class 37 contains 7865 members 
Mstep: Class 38 contains 2293 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 28426 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908940.000000 Penalty: 139028.390625
Iteration 96Q: 43 clusters Score -5.890894e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 25396 members 
Mstep: Class 4 contains 16574 members 
Mstep: Class 5 contains 10731 members 
Mstep: Class 6 contains 31543 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 35580 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 15368 members 
Mstep: Class 18 contains 39404 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 66190 members 
Mstep: Class 22 contains 14440 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 14422 members 
Mstep: Class 26 contains 9290 members 
Mstep: Class 27 contains 3669 members 
Mstep: Class 28 contains 11355 members 
Mstep: Class 29 contains 14549 members 
Mstep: Class 30 contains 22412 members 
Mstep: Class 31 contains 106055 members 
Mstep: Class 32 contains 11056 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 8780 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 7849 members 
Mstep: Class 38 contains 2287 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 28442 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909200.000000 Penalty: 139028.390625
Iteration 97Q: 43 clusters Score -5.89092e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 16540 members 
Mstep: Class 5 contains 10759 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 3263 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 35576 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7487 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 15367 members 
Mstep: Class 18 contains 39356 members 
Mstep: Class 19 contains 12556 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 66125 members 
Mstep: Class 22 contains 14475 members 
Mstep: Class 23 contains 2785 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 14439 members 
Mstep: Class 26 contains 9286 members 
Mstep: Class 27 contains 3670 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 14537 members 
Mstep: Class 30 contains 22413 members 
Mstep: Class 31 contains 106007 members 
Mstep: Class 32 contains 11080 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8785 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 7842 members 
Mstep: Class 38 contains 2281 members 
Mstep: Class 39 contains 2657 members 
Mstep: Class 40 contains 28460 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909116.000000 Penalty: 139028.390625
Iteration 98Q: 43 clusters Score -5.890912e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 25398 members 
Mstep: Class 4 contains 16497 members 
Mstep: Class 5 contains 10783 members 
Mstep: Class 6 contains 31536 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 35567 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7509 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 9378 members 
Mstep: Class 17 contains 15365 members 
Mstep: Class 18 contains 39310 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 66069 members 
Mstep: Class 22 contains 14511 members 
Mstep: Class 23 contains 2784 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 9276 members 
Mstep: Class 27 contains 3673 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 14525 members 
Mstep: Class 30 contains 22414 members 
Mstep: Class 31 contains 105969 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 3799 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 7834 members 
Mstep: Class 38 contains 2274 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 28475 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909316.000000 Penalty: 139028.390625
Iteration 99Q: 43 clusters Score -5.890932e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 25401 members 
Mstep: Class 4 contains 16467 members 
Mstep: Class 5 contains 10807 members 
Mstep: Class 6 contains 31521 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 35563 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 15361 members 
Mstep: Class 18 contains 39270 members 
Mstep: Class 19 contains 12550 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 66032 members 
Mstep: Class 22 contains 14539 members 
Mstep: Class 23 contains 2782 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 14468 members 
Mstep: Class 26 contains 9264 members 
Mstep: Class 27 contains 3677 members 
Mstep: Class 28 contains 11358 members 
Mstep: Class 29 contains 14525 members 
Mstep: Class 30 contains 22415 members 
Mstep: Class 31 contains 105935 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 3801 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8796 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 7831 members 
Mstep: Class 38 contains 2278 members 
Mstep: Class 39 contains 2656 members 
Mstep: Class 40 contains 28485 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909320.000000 Penalty: 139028.390625
Iteration 100F: 43 clusters Score -5.890932e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 16438 members 
Mstep: Class 5 contains 10824 members 
Mstep: Class 6 contains 31505 members 
Mstep: Class 7 contains 3353 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7559 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 15352 members 
Mstep: Class 18 contains 39237 members 
Mstep: Class 19 contains 12538 members 
Mstep: Class 20 contains 3972 members 
Mstep: Class 21 contains 66000 members 
Mstep: Class 22 contains 14560 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 14476 members 
Mstep: Class 26 contains 9252 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14519 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105914 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 3803 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8803 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 7819 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 2658 members 
Mstep: Class 40 contains 28500 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909400.000000 Penalty: 139028.390625
Iteration 101Q: 43 clusters Score -5.89094e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 16398 members 
Mstep: Class 5 contains 10841 members 
Mstep: Class 6 contains 31493 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 35549 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 15349 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 12530 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 65973 members 
Mstep: Class 22 contains 14569 members 
Mstep: Class 23 contains 2780 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 14480 members 
Mstep: Class 26 contains 9244 members 
Mstep: Class 27 contains 3681 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14517 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105889 members 
Mstep: Class 32 contains 11162 members 
Mstep: Class 33 contains 3803 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8803 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 7806 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 2662 members 
Mstep: Class 40 contains 28515 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909364.000000 Penalty: 139028.390625
Iteration 102Q: 43 clusters Score -5.890936e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 25413 members 
Mstep: Class 4 contains 16374 members 
Mstep: Class 5 contains 10861 members 
Mstep: Class 6 contains 31486 members 
Mstep: Class 7 contains 3434 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 35543 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 11778 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 5996 members 
Mstep: Class 16 contains 9394 members 
Mstep: Class 17 contains 15344 members 
Mstep: Class 18 contains 39163 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 65950 members 
Mstep: Class 22 contains 14555 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 14486 members 
Mstep: Class 26 contains 9238 members 
Mstep: Class 27 contains 3682 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14513 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105865 members 
Mstep: Class 32 contains 11172 members 
Mstep: Class 33 contains 3804 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8805 members 
Mstep: Class 36 contains 6354 members 
Mstep: Class 37 contains 7790 members 
Mstep: Class 38 contains 2255 members 
Mstep: Class 39 contains 2662 members 
Mstep: Class 40 contains 28533 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909444.000000 Penalty: 139028.390625
Iteration 103Q: 43 clusters Score -5.890944e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 25414 members 
Mstep: Class 4 contains 16355 members 
Mstep: Class 5 contains 10878 members 
Mstep: Class 6 contains 31479 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 35538 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7635 members 
Mstep: Class 12 contains 5253 members 
Mstep: Class 13 contains 11780 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 9395 members 
Mstep: Class 17 contains 15339 members 
Mstep: Class 18 contains 39120 members 
Mstep: Class 19 contains 12528 members 
Mstep: Class 20 contains 4063 members 
Mstep: Class 21 contains 65925 members 
Mstep: Class 22 contains 14561 members 
Mstep: Class 23 contains 2784 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 14494 members 
Mstep: Class 26 contains 9229 members 
Mstep: Class 27 contains 3684 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14507 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105832 members 
Mstep: Class 32 contains 11167 members 
Mstep: Class 33 contains 3806 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8807 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 7777 members 
Mstep: Class 38 contains 2250 members 
Mstep: Class 39 contains 2662 members 
Mstep: Class 40 contains 28551 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909524.000000 Penalty: 139028.390625
Iteration 104Q: 43 clusters Score -5.890952e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 25413 members 
Mstep: Class 4 contains 16333 members 
Mstep: Class 5 contains 10899 members 
Mstep: Class 6 contains 31475 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 35538 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 13 contains 11780 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 9395 members 
Mstep: Class 17 contains 15334 members 
Mstep: Class 18 contains 39075 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 65886 members 
Mstep: Class 22 contains 14575 members 
Mstep: Class 23 contains 2789 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 14502 members 
Mstep: Class 26 contains 9214 members 
Mstep: Class 27 contains 3687 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14505 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105796 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8809 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 7768 members 
Mstep: Class 38 contains 2246 members 
Mstep: Class 39 contains 2662 members 
Mstep: Class 40 contains 28565 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909516.000000 Penalty: 139028.390625
Iteration 105Q: 43 clusters Score -5.890952e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 25416 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 5 contains 10922 members 
Mstep: Class 6 contains 31471 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 35538 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 5266 members 
Mstep: Class 13 contains 11777 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 9396 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 18 contains 39024 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 20 contains 4109 members 
Mstep: Class 21 contains 65851 members 
Mstep: Class 22 contains 14586 members 
Mstep: Class 23 contains 2791 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 9204 members 
Mstep: Class 27 contains 3688 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 14502 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105755 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8812 members 
Mstep: Class 36 contains 6354 members 
Mstep: Class 37 contains 7764 members 
Mstep: Class 38 contains 2246 members 
Mstep: Class 39 contains 2659 members 
Mstep: Class 40 contains 28573 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909420.000000 Penalty: 139028.390625
Iteration 106Q: 43 clusters Score -5.890942e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 25419 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 31467 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 35535 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 11771 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 38967 members 
Mstep: Class 19 contains 12530 members 
Mstep: Class 20 contains 4119 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 14602 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14520 members 
Mstep: Class 26 contains 9200 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 11355 members 
Mstep: Class 29 contains 14500 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105721 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 3826 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8816 members 
Mstep: Class 36 contains 6355 members 
Mstep: Class 37 contains 7761 members 
Mstep: Class 38 contains 2240 members 
Mstep: Class 39 contains 2655 members 
Mstep: Class 40 contains 28584 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909484.000000 Penalty: 139028.390625
Iteration 107Q: 43 clusters Score -5.890948e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 25422 members 
Mstep: Class 4 contains 16325 members 
Mstep: Class 5 contains 10955 members 
Mstep: Class 6 contains 31464 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 35528 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 5271 members 
Mstep: Class 13 contains 11768 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 5998 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 15321 members 
Mstep: Class 18 contains 38899 members 
Mstep: Class 19 contains 12528 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 65798 members 
Mstep: Class 22 contains 14614 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14530 members 
Mstep: Class 26 contains 9190 members 
Mstep: Class 27 contains 3695 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 14498 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105701 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8815 members 
Mstep: Class 36 contains 6359 members 
Mstep: Class 37 contains 7742 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 28600 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909500.000000 Penalty: 139028.390625
Iteration 108Q: 43 clusters Score -5.89095e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 25426 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 31463 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 35519 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 5277 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 5998 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 18 contains 38839 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 65769 members 
Mstep: Class 22 contains 14616 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14543 members 
Mstep: Class 26 contains 9184 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 14494 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105691 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 3838 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8816 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7719 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 2654 members 
Mstep: Class 40 contains 28609 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909340.000000 Penalty: 139028.390625
Iteration 109Q: 43 clusters Score -5.890934e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 25427 members 
Mstep: Class 4 contains 16318 members 
Mstep: Class 5 contains 10995 members 
Mstep: Class 6 contains 31459 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 35519 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7861 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 11755 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 5998 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 15313 members 
Mstep: Class 18 contains 38784 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 65753 members 
Mstep: Class 22 contains 14619 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14550 members 
Mstep: Class 26 contains 9174 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14491 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105671 members 
Mstep: Class 32 contains 11206 members 
Mstep: Class 33 contains 3846 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8818 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7692 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2653 members 
Mstep: Class 40 contains 28617 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909504.000000 Penalty: 139028.390625
Iteration 110Q: 43 clusters Score -5.89095e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 25431 members 
Mstep: Class 4 contains 16308 members 
Mstep: Class 5 contains 11012 members 
Mstep: Class 6 contains 31460 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 35513 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7894 members 
Mstep: Class 12 contains 5299 members 
Mstep: Class 13 contains 11752 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 5998 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 38741 members 
Mstep: Class 19 contains 12526 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 65738 members 
Mstep: Class 22 contains 14630 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 14554 members 
Mstep: Class 26 contains 9159 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 14495 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105648 members 
Mstep: Class 32 contains 11202 members 
Mstep: Class 33 contains 3853 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8819 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 7659 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 2651 members 
Mstep: Class 40 contains 28629 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909532.000000 Penalty: 139028.390625
Iteration 111Q: 43 clusters Score -5.890953e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4501 members 
Mstep: Class 3 contains 25433 members 
Mstep: Class 4 contains 16299 members 
Mstep: Class 5 contains 11026 members 
Mstep: Class 6 contains 31457 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 35510 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7907 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 11751 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 15301 members 
Mstep: Class 18 contains 38709 members 
Mstep: Class 19 contains 12522 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 65730 members 
Mstep: Class 22 contains 14647 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14562 members 
Mstep: Class 26 contains 9139 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11358 members 
Mstep: Class 29 contains 14501 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105629 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 3854 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8820 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 7623 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2649 members 
Mstep: Class 40 contains 28642 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909640.000000 Penalty: 139028.390625
Iteration 112Q: 43 clusters Score -5.890964e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 25433 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 11032 members 
Mstep: Class 6 contains 31453 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 35506 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 15294 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 12524 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 65717 members 
Mstep: Class 22 contains 14661 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14566 members 
Mstep: Class 26 contains 9116 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11359 members 
Mstep: Class 29 contains 14509 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105614 members 
Mstep: Class 32 contains 11218 members 
Mstep: Class 33 contains 3854 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8821 members 
Mstep: Class 36 contains 6367 members 
Mstep: Class 37 contains 7584 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2649 members 
Mstep: Class 40 contains 28656 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909632.000000 Penalty: 139028.390625
Iteration 113Q: 43 clusters Score -5.890963e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 25434 members 
Mstep: Class 4 contains 16287 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 31451 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 35500 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9398 members 
Mstep: Class 17 contains 15288 members 
Mstep: Class 18 contains 38657 members 
Mstep: Class 19 contains 12521 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 65699 members 
Mstep: Class 22 contains 14680 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14572 members 
Mstep: Class 26 contains 9092 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11359 members 
Mstep: Class 29 contains 14517 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105605 members 
Mstep: Class 32 contains 11220 members 
Mstep: Class 33 contains 3854 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8823 members 
Mstep: Class 36 contains 6367 members 
Mstep: Class 37 contains 7541 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28674 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909652.000000 Penalty: 139028.390625
Iteration 114Q: 43 clusters Score -5.890965e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 25437 members 
Mstep: Class 4 contains 16276 members 
Mstep: Class 5 contains 11040 members 
Mstep: Class 6 contains 31451 members 
Mstep: Class 7 contains 3882 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 35495 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7941 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15286 members 
Mstep: Class 18 contains 38627 members 
Mstep: Class 19 contains 12517 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 65690 members 
Mstep: Class 22 contains 14677 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14578 members 
Mstep: Class 26 contains 9069 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11359 members 
Mstep: Class 29 contains 14520 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105600 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 3854 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8825 members 
Mstep: Class 36 contains 6367 members 
Mstep: Class 37 contains 7500 members 
Mstep: Class 38 contains 2217 members 
Mstep: Class 39 contains 2647 members 
Mstep: Class 40 contains 28686 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909756.000000 Penalty: 139028.390625
Iteration 115Q: 43 clusters Score -5.890976e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4509 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 11049 members 
Mstep: Class 6 contains 31445 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 35494 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15283 members 
Mstep: Class 18 contains 38605 members 
Mstep: Class 19 contains 12509 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 65682 members 
Mstep: Class 22 contains 14689 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14588 members 
Mstep: Class 26 contains 9047 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14521 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105589 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8826 members 
Mstep: Class 36 contains 6367 members 
Mstep: Class 37 contains 7471 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2647 members 
Mstep: Class 40 contains 28694 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909716.000000 Penalty: 139028.390625
Iteration 116Q: 43 clusters Score -5.890972e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 31438 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 35491 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7956 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15283 members 
Mstep: Class 18 contains 38583 members 
Mstep: Class 19 contains 12505 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 65678 members 
Mstep: Class 22 contains 14689 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14597 members 
Mstep: Class 26 contains 9026 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 105586 members 
Mstep: Class 32 contains 11192 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6366 members 
Mstep: Class 37 contains 7434 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909620.000000 Penalty: 139028.390625
Iteration 117Q: 43 clusters Score -5.890962e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 31440 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 35488 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 6000 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15283 members 
Mstep: Class 18 contains 38562 members 
Mstep: Class 19 contains 12502 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 65672 members 
Mstep: Class 22 contains 14680 members 
Mstep: Class 23 contains 2823 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14604 members 
Mstep: Class 26 contains 9003 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14525 members 
Mstep: Class 30 contains 22421 members 
Mstep: Class 31 contains 105577 members 
Mstep: Class 32 contains 11192 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909644.000000 Penalty: 139028.390625
Iteration 118Q: 43 clusters Score -5.890964e+07 nChanged 245
Entering ConstructFrom: 
Score: -58909644.000000 Penalty: 139028.390625
Entering ConstructFrom: 
Trying to split cluster 1 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -180977.968750 Penalty: 1894.988892
	Iteration 0F: 2 clusters Score -180978 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 1065 members 
Entering Unmasked Estep 
Score: -178305.484375 Penalty: 3789.977783
	Iteration 0F: 3 clusters Score -178305.5 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -178984.421875 Penalty: 3789.977783
	Iteration 1F: 3 clusters Score -178984.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -179372.687500 Penalty: 3789.977783
	Iteration 2F: 3 clusters Score -179372.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -179726.140625 Penalty: 3789.977783
	Iteration 3F: 3 clusters Score -179726.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -180030.984375 Penalty: 3789.977783
	Iteration 4F: 3 clusters Score -180031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -180211.578125 Penalty: 3789.977783
	Iteration 5Q: 3 clusters Score -180211.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -180333.593750 Penalty: 3789.977783
	Iteration 6Q: 3 clusters Score -180333.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -180432.625000 Penalty: 3789.977783
	Iteration 7Q: 3 clusters Score -180432.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -180519.796875 Penalty: 3789.977783
	Iteration 8Q: 3 clusters Score -180519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -180575.468750 Penalty: 3789.977783
	Iteration 9Q: 3 clusters Score -180575.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -180609.000000 Penalty: 3789.977783
	Iteration 10Q: 3 clusters Score -180609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -180624.109375 Penalty: 3789.977783
	Iteration 11Q: 3 clusters Score -180624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -180633.312500 Penalty: 3789.977783
	Iteration 12Q: 3 clusters Score -180633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -180638.093750 Penalty: 3789.977783
	Iteration 13Q: 3 clusters Score -180638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -180644.312500 Penalty: 3789.977783
	Iteration 14Q: 3 clusters Score -180644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -180649.468750 Penalty: 3789.977783
	Iteration 15Q: 3 clusters Score -180649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -180652.734375 Penalty: 3789.977783
	Iteration 16Q: 3 clusters Score -180652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -180654.250000 Penalty: 3789.977783
	Iteration 17Q: 3 clusters Score -180654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -180654.796875 Penalty: 3789.977783
	Iteration 18Q: 3 clusters Score -180654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -180655.140625 Penalty: 3789.977783
	Iteration 19Q: 3 clusters Score -180655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -180655.140625 Penalty: 3789.977783
	Iteration 20F: 3 clusters Score -180655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Entering Unmasked Estep 
Score: -406248.500000 Penalty: 2086.794922
	Iteration 0F: 2 clusters Score -406248.5 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 2265 members 
Entering Unmasked Estep 
Score: -401998.312500 Penalty: 4173.589844
	Iteration 0F: 3 clusters Score -401998.3 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -403052.781250 Penalty: 4173.589844
	Iteration 1F: 3 clusters Score -403052.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -403342.531250 Penalty: 4173.589844
	Iteration 2F: 3 clusters Score -403342.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -403524.281250 Penalty: 4173.589844
	Iteration 3F: 3 clusters Score -403524.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -403640.156250 Penalty: 4173.589844
	Iteration 4Q: 3 clusters Score -403640.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -403726.375000 Penalty: 4173.589844
	Iteration 5Q: 3 clusters Score -403726.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -403788.125000 Penalty: 4173.589844
	Iteration 6Q: 3 clusters Score -403788.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -403845.843750 Penalty: 4173.589844
	Iteration 7Q: 3 clusters Score -403845.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -403892.187500 Penalty: 4173.589844
	Iteration 8Q: 3 clusters Score -403892.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -403936.156250 Penalty: 4173.589844
	Iteration 9Q: 3 clusters Score -403936.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -403971.375000 Penalty: 4173.589844
	Iteration 10Q: 3 clusters Score -403971.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -404006.937500 Penalty: 4173.589844
	Iteration 11Q: 3 clusters Score -404006.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -404039.968750 Penalty: 4173.589844
	Iteration 12Q: 3 clusters Score -404040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -404084.562500 Penalty: 4173.589844
	Iteration 13Q: 3 clusters Score -404084.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -404123.812500 Penalty: 4173.589844
	Iteration 14Q: 3 clusters Score -404123.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -404158.437500 Penalty: 4173.589844
	Iteration 15Q: 3 clusters Score -404158.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -404195.812500 Penalty: 4173.589844
	Iteration 16Q: 3 clusters Score -404195.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -404231.468750 Penalty: 4173.589844
	Iteration 17Q: 3 clusters Score -404231.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -404262.875000 Penalty: 4173.589844
	Iteration 18Q: 3 clusters Score -404262.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -404294.500000 Penalty: 4173.589844
	Iteration 19Q: 3 clusters Score -404294.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -404316.062500 Penalty: 4173.589844
	Iteration 20F: 3 clusters Score -404316.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -404324.156250 Penalty: 4173.589844
	Iteration 21Q: 3 clusters Score -404324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -404328.625000 Penalty: 4173.589844
	Iteration 22Q: 3 clusters Score -404328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -404331.562500 Penalty: 4173.589844
	Iteration 23Q: 3 clusters Score -404331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -404334.312500 Penalty: 4173.589844
	Iteration 24Q: 3 clusters Score -404334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -404335.218750 Penalty: 4173.589844
	Iteration 25Q: 3 clusters Score -404335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -404337.937500 Penalty: 4173.589844
	Iteration 26Q: 3 clusters Score -404337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -404338.156250 Penalty: 4173.589844
	Iteration 27Q: 3 clusters Score -404338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -404340.468750 Penalty: 4173.589844
	Iteration 28Q: 3 clusters Score -404340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -404345.687500 Penalty: 4173.589844
	Iteration 29Q: 3 clusters Score -404345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -404349.406250 Penalty: 4173.589844
	Iteration 30Q: 3 clusters Score -404349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -404354.156250 Penalty: 4173.589844
	Iteration 31Q: 3 clusters Score -404354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -404359.500000 Penalty: 4173.589844
	Iteration 32Q: 3 clusters Score -404359.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -404363.750000 Penalty: 4173.589844
	Iteration 33Q: 3 clusters Score -404363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -404367.125000 Penalty: 4173.589844
	Iteration 34Q: 3 clusters Score -404367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -404371.500000 Penalty: 4173.589844
	Iteration 35Q: 3 clusters Score -404371.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -404373.593750 Penalty: 4173.589844
	Iteration 36Q: 3 clusters Score -404373.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -404381.843750 Penalty: 4173.589844
	Iteration 37Q: 3 clusters Score -404381.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -404387.718750 Penalty: 4173.589844
	Iteration 38Q: 3 clusters Score -404387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -404391.343750 Penalty: 4173.589844
	Iteration 39Q: 3 clusters Score -404391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -404393.500000 Penalty: 4173.589844
	Iteration 40F: 3 clusters Score -404393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -404393.281250 Penalty: 4173.589844
	Iteration 41Q: 3 clusters Score -404393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -404394.937500 Penalty: 4173.589844
	Iteration 42Q: 3 clusters Score -404394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -404394.625000 Penalty: 4173.589844
	Iteration 43Q: 3 clusters Score -404394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -404396.250000 Penalty: 4173.589844
	Iteration 44Q: 3 clusters Score -404396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -404396.500000 Penalty: 4173.589844
	Iteration 45Q: 3 clusters Score -404396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -404398.156250 Penalty: 4173.589844
	Iteration 46Q: 3 clusters Score -404398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -404398.500000 Penalty: 4173.589844
	Iteration 47Q: 3 clusters Score -404398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -404398.625000 Penalty: 4173.589844
	Iteration 48Q: 3 clusters Score -404398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -404399.125000 Penalty: 4173.589844
	Iteration 49Q: 3 clusters Score -404399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -404400.625000 Penalty: 4173.589844
	Iteration 50Q: 3 clusters Score -404400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -404401.750000 Penalty: 4173.589844
	Iteration 51Q: 3 clusters Score -404401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -404402.218750 Penalty: 4173.589844
	Iteration 52Q: 3 clusters Score -404402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -404403.125000 Penalty: 4173.589844
	Iteration 53Q: 3 clusters Score -404403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -404403.125000 Penalty: 4173.589844
	Iteration 54F: 3 clusters Score -404403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Entering Unmasked Estep 
Score: -2467131.500000 Penalty: 2515.721680
	Iteration 0F: 2 clusters Score -2467132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2449707.250000 Penalty: 5031.443359
	Iteration 0F: 3 clusters Score -2449707 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2455966.750000 Penalty: 5031.443359
	Iteration 1F: 3 clusters Score -2455967 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2456562.000000 Penalty: 5031.443359
	Iteration 2F: 3 clusters Score -2456562 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2457262.750000 Penalty: 5031.443359
	Iteration 3F: 3 clusters Score -2457263 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2458142.250000 Penalty: 5031.443359
	Iteration 4F: 3 clusters Score -2458142 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2459203.750000 Penalty: 5031.443359
	Iteration 5F: 3 clusters Score -2459204 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2460327.250000 Penalty: 5031.443359
	Iteration 6F: 3 clusters Score -2460327 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2461230.750000 Penalty: 5031.443359
	Iteration 7F: 3 clusters Score -2461231 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2461894.500000 Penalty: 5031.443359
	Iteration 8Q: 3 clusters Score -2461894 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2462379.500000 Penalty: 5031.443359
	Iteration 9Q: 3 clusters Score -2462380 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2462721.250000 Penalty: 5031.443359
	Iteration 10Q: 3 clusters Score -2462721 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2463003.000000 Penalty: 5031.443359
	Iteration 11Q: 3 clusters Score -2463003 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2463262.000000 Penalty: 5031.443359
	Iteration 12Q: 3 clusters Score -2463262 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2463507.250000 Penalty: 5031.443359
	Iteration 13Q: 3 clusters Score -2463507 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2463713.000000 Penalty: 5031.443359
	Iteration 14Q: 3 clusters Score -2463713 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2463899.000000 Penalty: 5031.443359
	Iteration 15Q: 3 clusters Score -2463899 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2464056.500000 Penalty: 5031.443359
	Iteration 16Q: 3 clusters Score -2464056 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2464168.750000 Penalty: 5031.443359
	Iteration 17Q: 3 clusters Score -2464169 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2464294.000000 Penalty: 5031.443359
	Iteration 18Q: 3 clusters Score -2464294 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2464402.250000 Penalty: 5031.443359
	Iteration 19Q: 3 clusters Score -2464402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2464518.750000 Penalty: 5031.443359
	Iteration 20F: 3 clusters Score -2464519 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2464611.750000 Penalty: 5031.443359
	Iteration 21Q: 3 clusters Score -2464612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2464675.750000 Penalty: 5031.443359
	Iteration 22Q: 3 clusters Score -2464676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2464742.500000 Penalty: 5031.443359
	Iteration 23Q: 3 clusters Score -2464742 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2464788.250000 Penalty: 5031.443359
	Iteration 24Q: 3 clusters Score -2464788 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2464825.500000 Penalty: 5031.443359
	Iteration 25Q: 3 clusters Score -2464826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2464860.500000 Penalty: 5031.443359
	Iteration 26Q: 3 clusters Score -2464860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2464900.000000 Penalty: 5031.443359
	Iteration 27Q: 3 clusters Score -2464900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2464933.500000 Penalty: 5031.443359
	Iteration 28Q: 3 clusters Score -2464934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2464951.000000 Penalty: 5031.443359
	Iteration 29Q: 3 clusters Score -2464951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2464963.000000 Penalty: 5031.443359
	Iteration 30Q: 3 clusters Score -2464963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2464982.500000 Penalty: 5031.443359
	Iteration 31Q: 3 clusters Score -2464982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2465001.000000 Penalty: 5031.443359
	Iteration 32Q: 3 clusters Score -2465001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2465010.500000 Penalty: 5031.443359
	Iteration 33Q: 3 clusters Score -2465010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2465027.250000 Penalty: 5031.443359
	Iteration 34Q: 3 clusters Score -2465027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2465036.250000 Penalty: 5031.443359
	Iteration 35Q: 3 clusters Score -2465036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2465044.500000 Penalty: 5031.443359
	Iteration 36Q: 3 clusters Score -2465044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2465048.750000 Penalty: 5031.443359
	Iteration 37Q: 3 clusters Score -2465049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2465052.250000 Penalty: 5031.443359
	Iteration 38Q: 3 clusters Score -2465052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2465054.250000 Penalty: 5031.443359
	Iteration 39Q: 3 clusters Score -2465054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2465052.750000 Penalty: 5031.443359
	Iteration 40F: 3 clusters Score -2465053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2465058.250000 Penalty: 5031.443359
	Iteration 41Q: 3 clusters Score -2465058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2465064.500000 Penalty: 5031.443359
	Iteration 42Q: 3 clusters Score -2465064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2465068.500000 Penalty: 5031.443359
	Iteration 43Q: 3 clusters Score -2465068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2465071.750000 Penalty: 5031.443359
	Iteration 44Q: 3 clusters Score -2465072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2465074.750000 Penalty: 5031.443359
	Iteration 45Q: 3 clusters Score -2465075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2465075.500000 Penalty: 5031.443359
	Iteration 46Q: 3 clusters Score -2465076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2465072.500000 Penalty: 5031.443359
	Iteration 47Q: 3 clusters Score -2465072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2465077.000000 Penalty: 5031.443359
	Iteration 48Q: 3 clusters Score -2465077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2465080.750000 Penalty: 5031.443359
	Iteration 49Q: 3 clusters Score -2465081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2465081.750000 Penalty: 5031.443359
	Iteration 50Q: 3 clusters Score -2465082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2465088.500000 Penalty: 5031.443359
	Iteration 51Q: 3 clusters Score -2465088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2465095.500000 Penalty: 5031.443359
	Iteration 52Q: 3 clusters Score -2465096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2465098.000000 Penalty: 5031.443359
	Iteration 53Q: 3 clusters Score -2465098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2465099.750000 Penalty: 5031.443359
	Iteration 54Q: 3 clusters Score -2465100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2465104.500000 Penalty: 5031.443359
	Iteration 55Q: 3 clusters Score -2465104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2465103.750000 Penalty: 5031.443359
	Iteration 56Q: 3 clusters Score -2465104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2465108.000000 Penalty: 5031.443359
	Iteration 57Q: 3 clusters Score -2465108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2465104.750000 Penalty: 5031.443359
	Iteration 58Q: 3 clusters Score -2465105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2465109.250000 Penalty: 5031.443359
	Iteration 59Q: 3 clusters Score -2465109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2465111.750000 Penalty: 5031.443359
	Iteration 60F: 3 clusters Score -2465112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2465114.000000 Penalty: 5031.443359
	Iteration 61Q: 3 clusters Score -2465114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2465113.750000 Penalty: 5031.443359
	Iteration 62Q: 3 clusters Score -2465114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2465121.500000 Penalty: 5031.443359
	Iteration 63Q: 3 clusters Score -2465122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2465121.500000 Penalty: 5031.443359
	Iteration 64Q: 3 clusters Score -2465122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2465119.750000 Penalty: 5031.443359
	Iteration 65Q: 3 clusters Score -2465120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2465121.000000 Penalty: 5031.443359
	Iteration 66Q: 3 clusters Score -2465121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2465121.000000 Penalty: 5031.443359
	Iteration 67Q: 3 clusters Score -2465121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2465117.500000 Penalty: 5031.443359
	Iteration 68Q: 3 clusters Score -2465118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2465116.750000 Penalty: 5031.443359
	Iteration 69Q: 3 clusters Score -2465117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2465116.750000 Penalty: 5031.443359
	Iteration 70F: 3 clusters Score -2465117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Entering Unmasked Estep 
Score: -1501141.625000 Penalty: 2404.768555
	Iteration 0F: 2 clusters Score -1501142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1489410.875000 Penalty: 4809.537109
	Iteration 0F: 3 clusters Score -1489411 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1493610.750000 Penalty: 4809.537109
	Iteration 1F: 3 clusters Score -1493611 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1494482.875000 Penalty: 4809.537109
	Iteration 2F: 3 clusters Score -1494483 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1495446.750000 Penalty: 4809.537109
	Iteration 3F: 3 clusters Score -1495447 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1496376.125000 Penalty: 4809.537109
	Iteration 4F: 3 clusters Score -1496376 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1497063.375000 Penalty: 4809.537109
	Iteration 5F: 3 clusters Score -1497063 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1497559.500000 Penalty: 4809.537109
	Iteration 6F: 3 clusters Score -1497560 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1497919.000000 Penalty: 4809.537109
	Iteration 7Q: 3 clusters Score -1497919 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1498187.000000 Penalty: 4809.537109
	Iteration 8Q: 3 clusters Score -1498187 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1498393.500000 Penalty: 4809.537109
	Iteration 9Q: 3 clusters Score -1498394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1498570.000000 Penalty: 4809.537109
	Iteration 10Q: 3 clusters Score -1498570 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1498704.625000 Penalty: 4809.537109
	Iteration 11Q: 3 clusters Score -1498705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1498810.750000 Penalty: 4809.537109
	Iteration 12Q: 3 clusters Score -1498811 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1498891.375000 Penalty: 4809.537109
	Iteration 13Q: 3 clusters Score -1498891 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1498947.625000 Penalty: 4809.537109
	Iteration 14Q: 3 clusters Score -1498948 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1498994.375000 Penalty: 4809.537109
	Iteration 15Q: 3 clusters Score -1498994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1499031.375000 Penalty: 4809.537109
	Iteration 16Q: 3 clusters Score -1499031 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1499064.375000 Penalty: 4809.537109
	Iteration 17Q: 3 clusters Score -1499064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1499111.750000 Penalty: 4809.537109
	Iteration 18Q: 3 clusters Score -1499112 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1499158.375000 Penalty: 4809.537109
	Iteration 19Q: 3 clusters Score -1499158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1499193.125000 Penalty: 4809.537109
	Iteration 20F: 3 clusters Score -1499193 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1499235.375000 Penalty: 4809.537109
	Iteration 21Q: 3 clusters Score -1499235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1499271.125000 Penalty: 4809.537109
	Iteration 22Q: 3 clusters Score -1499271 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1499298.125000 Penalty: 4809.537109
	Iteration 23Q: 3 clusters Score -1499298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1499328.500000 Penalty: 4809.537109
	Iteration 24Q: 3 clusters Score -1499328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1499356.250000 Penalty: 4809.537109
	Iteration 25Q: 3 clusters Score -1499356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1499369.375000 Penalty: 4809.537109
	Iteration 26Q: 3 clusters Score -1499369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1499380.625000 Penalty: 4809.537109
	Iteration 27Q: 3 clusters Score -1499381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1499397.125000 Penalty: 4809.537109
	Iteration 28Q: 3 clusters Score -1499397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1499413.000000 Penalty: 4809.537109
	Iteration 29Q: 3 clusters Score -1499413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1499423.000000 Penalty: 4809.537109
	Iteration 30Q: 3 clusters Score -1499423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1499430.875000 Penalty: 4809.537109
	Iteration 31Q: 3 clusters Score -1499431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1499435.375000 Penalty: 4809.537109
	Iteration 32Q: 3 clusters Score -1499435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1499446.625000 Penalty: 4809.537109
	Iteration 33Q: 3 clusters Score -1499447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1499454.625000 Penalty: 4809.537109
	Iteration 34Q: 3 clusters Score -1499455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1499459.250000 Penalty: 4809.537109
	Iteration 35Q: 3 clusters Score -1499459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1499462.500000 Penalty: 4809.537109
	Iteration 36Q: 3 clusters Score -1499462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1499469.250000 Penalty: 4809.537109
	Iteration 37Q: 3 clusters Score -1499469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1499474.875000 Penalty: 4809.537109
	Iteration 38Q: 3 clusters Score -1499475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1499479.875000 Penalty: 4809.537109
	Iteration 39Q: 3 clusters Score -1499480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1499480.250000 Penalty: 4809.537109
	Iteration 40F: 3 clusters Score -1499480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1499480.375000 Penalty: 4809.537109
	Iteration 41Q: 3 clusters Score -1499480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1499484.375000 Penalty: 4809.537109
	Iteration 42Q: 3 clusters Score -1499484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1499486.375000 Penalty: 4809.537109
	Iteration 43Q: 3 clusters Score -1499486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1499486.875000 Penalty: 4809.537109
	Iteration 44Q: 3 clusters Score -1499487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1499487.250000 Penalty: 4809.537109
	Iteration 45Q: 3 clusters Score -1499487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1499492.375000 Penalty: 4809.537109
	Iteration 46Q: 3 clusters Score -1499492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1499494.000000 Penalty: 4809.537109
	Iteration 47Q: 3 clusters Score -1499494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1499497.500000 Penalty: 4809.537109
	Iteration 48Q: 3 clusters Score -1499498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1499499.875000 Penalty: 4809.537109
	Iteration 49Q: 3 clusters Score -1499500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1499501.875000 Penalty: 4809.537109
	Iteration 50Q: 3 clusters Score -1499502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1499506.375000 Penalty: 4809.537109
	Iteration 51Q: 3 clusters Score -1499506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1499509.125000 Penalty: 4809.537109
	Iteration 52Q: 3 clusters Score -1499509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1499510.750000 Penalty: 4809.537109
	Iteration 53Q: 3 clusters Score -1499511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1499513.875000 Penalty: 4809.537109
	Iteration 54Q: 3 clusters Score -1499514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1499511.250000 Penalty: 4809.537109
	Iteration 55Q: 3 clusters Score -1499511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1499518.625000 Penalty: 4809.537109
	Iteration 56Q: 3 clusters Score -1499519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1499521.625000 Penalty: 4809.537109
	Iteration 57Q: 3 clusters Score -1499522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1499525.125000 Penalty: 4809.537109
	Iteration 58Q: 3 clusters Score -1499525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1499525.375000 Penalty: 4809.537109
	Iteration 59Q: 3 clusters Score -1499525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1499520.000000 Penalty: 4809.537109
	Iteration 60F: 3 clusters Score -1499520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1499522.375000 Penalty: 4809.537109
	Iteration 61Q: 3 clusters Score -1499522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1499522.875000 Penalty: 4809.537109
	Iteration 62Q: 3 clusters Score -1499523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1499526.250000 Penalty: 4809.537109
	Iteration 63Q: 3 clusters Score -1499526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1499524.125000 Penalty: 4809.537109
	Iteration 64Q: 3 clusters Score -1499524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1499529.125000 Penalty: 4809.537109
	Iteration 65Q: 3 clusters Score -1499529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1499534.375000 Penalty: 4809.537109
	Iteration 66Q: 3 clusters Score -1499534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1499536.125000 Penalty: 4809.537109
	Iteration 67Q: 3 clusters Score -1499536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1499536.875000 Penalty: 4809.537109
	Iteration 68Q: 3 clusters Score -1499537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1499540.875000 Penalty: 4809.537109
	Iteration 69Q: 3 clusters Score -1499541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1499540.250000 Penalty: 4809.537109
	Iteration 70Q: 3 clusters Score -1499540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1499541.625000 Penalty: 4809.537109
	Iteration 71Q: 3 clusters Score -1499542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1499540.500000 Penalty: 4809.537109
	Iteration 72Q: 3 clusters Score -1499540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1499541.750000 Penalty: 4809.537109
	Iteration 73Q: 3 clusters Score -1499542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1499545.375000 Penalty: 4809.537109
	Iteration 74Q: 3 clusters Score -1499545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1499547.125000 Penalty: 4809.537109
	Iteration 75Q: 3 clusters Score -1499547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1499547.000000 Penalty: 4809.537109
	Iteration 76Q: 3 clusters Score -1499547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1499548.875000 Penalty: 4809.537109
	Iteration 77Q: 3 clusters Score -1499549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1499553.375000 Penalty: 4809.537109
	Iteration 78Q: 3 clusters Score -1499553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1499553.000000 Penalty: 4809.537109
	Iteration 79Q: 3 clusters Score -1499553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1499549.500000 Penalty: 4809.537109
	Iteration 80F: 3 clusters Score -1499550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1499555.125000 Penalty: 4809.537109
	Iteration 81Q: 3 clusters Score -1499555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1499554.375000 Penalty: 4809.537109
	Iteration 82Q: 3 clusters Score -1499554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1499563.000000 Penalty: 4809.537109
	Iteration 83Q: 3 clusters Score -1499563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1499569.500000 Penalty: 4809.537109
	Iteration 84Q: 3 clusters Score -1499570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1499569.000000 Penalty: 4809.537109
	Iteration 85Q: 3 clusters Score -1499569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1499566.375000 Penalty: 4809.537109
	Iteration 86Q: 3 clusters Score -1499566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1499569.375000 Penalty: 4809.537109
	Iteration 87Q: 3 clusters Score -1499569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1499577.250000 Penalty: 4809.537109
	Iteration 88Q: 3 clusters Score -1499577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1499577.750000 Penalty: 4809.537109
	Iteration 89Q: 3 clusters Score -1499578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1499580.875000 Penalty: 4809.537109
	Iteration 90Q: 3 clusters Score -1499581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1499582.625000 Penalty: 4809.537109
	Iteration 91Q: 3 clusters Score -1499583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1499585.750000 Penalty: 4809.537109
	Iteration 92Q: 3 clusters Score -1499586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1499582.750000 Penalty: 4809.537109
	Iteration 93Q: 3 clusters Score -1499583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1499586.750000 Penalty: 4809.537109
	Iteration 94Q: 3 clusters Score -1499587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1499586.750000 Penalty: 4809.537109
	Iteration 95F: 3 clusters Score -1499587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Entering Unmasked Estep 
Score: -1087791.125000 Penalty: 2309.352295
	Iteration 0F: 2 clusters Score -1087791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1079512.125000 Penalty: 4618.704590
	Iteration 0F: 3 clusters Score -1079512 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1081970.125000 Penalty: 4618.704590
	Iteration 1F: 3 clusters Score -1081970 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1082366.250000 Penalty: 4618.704590
	Iteration 2F: 3 clusters Score -1082366 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1082664.875000 Penalty: 4618.704590
	Iteration 3F: 3 clusters Score -1082665 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1082925.250000 Penalty: 4618.704590
	Iteration 4Q: 3 clusters Score -1082925 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1083205.500000 Penalty: 4618.704590
	Iteration 5Q: 3 clusters Score -1083206 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1083504.625000 Penalty: 4618.704590
	Iteration 6Q: 3 clusters Score -1083505 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1083840.750000 Penalty: 4618.704590
	Iteration 7Q: 3 clusters Score -1083841 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1084173.375000 Penalty: 4618.704590
	Iteration 8Q: 3 clusters Score -1084173 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1084486.375000 Penalty: 4618.704590
	Iteration 9Q: 3 clusters Score -1084486 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1084763.250000 Penalty: 4618.704590
	Iteration 10Q: 3 clusters Score -1084763 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1084995.125000 Penalty: 4618.704590
	Iteration 11Q: 3 clusters Score -1084995 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1085191.375000 Penalty: 4618.704590
	Iteration 12Q: 3 clusters Score -1085191 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1085353.625000 Penalty: 4618.704590
	Iteration 13Q: 3 clusters Score -1085354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1085458.625000 Penalty: 4618.704590
	Iteration 14Q: 3 clusters Score -1085459 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1085528.875000 Penalty: 4618.704590
	Iteration 15Q: 3 clusters Score -1085529 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1085599.125000 Penalty: 4618.704590
	Iteration 16Q: 3 clusters Score -1085599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1085653.500000 Penalty: 4618.704590
	Iteration 17Q: 3 clusters Score -1085654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1085693.000000 Penalty: 4618.704590
	Iteration 18Q: 3 clusters Score -1085693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1085725.125000 Penalty: 4618.704590
	Iteration 19Q: 3 clusters Score -1085725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1085750.250000 Penalty: 4618.704590
	Iteration 20F: 3 clusters Score -1085750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1085773.500000 Penalty: 4618.704590
	Iteration 21Q: 3 clusters Score -1085774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1085786.125000 Penalty: 4618.704590
	Iteration 22Q: 3 clusters Score -1085786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1085800.125000 Penalty: 4618.704590
	Iteration 23Q: 3 clusters Score -1085800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1085814.625000 Penalty: 4618.704590
	Iteration 24Q: 3 clusters Score -1085815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1085822.750000 Penalty: 4618.704590
	Iteration 25Q: 3 clusters Score -1085823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1085830.500000 Penalty: 4618.704590
	Iteration 26Q: 3 clusters Score -1085830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1085837.125000 Penalty: 4618.704590
	Iteration 27Q: 3 clusters Score -1085837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1085843.125000 Penalty: 4618.704590
	Iteration 28Q: 3 clusters Score -1085843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1085845.125000 Penalty: 4618.704590
	Iteration 29Q: 3 clusters Score -1085845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1085846.875000 Penalty: 4618.704590
	Iteration 30Q: 3 clusters Score -1085847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1085851.375000 Penalty: 4618.704590
	Iteration 31Q: 3 clusters Score -1085851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1085854.000000 Penalty: 4618.704590
	Iteration 32Q: 3 clusters Score -1085854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1085854.250000 Penalty: 4618.704590
	Iteration 33Q: 3 clusters Score -1085854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1085856.375000 Penalty: 4618.704590
	Iteration 34Q: 3 clusters Score -1085856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1085855.875000 Penalty: 4618.704590
	Iteration 35Q: 3 clusters Score -1085856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1085855.875000 Penalty: 4618.704590
	Iteration 36F: 3 clusters Score -1085856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Entering Unmasked Estep 
Score: -3080768.750000 Penalty: 2568.302734
	Iteration 0F: 2 clusters Score -3080769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3059222.750000 Penalty: 5136.605469
	Iteration 0F: 3 clusters Score -3059223 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3067257.250000 Penalty: 5136.605469
	Iteration 1F: 3 clusters Score -3067257 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3068234.000000 Penalty: 5136.605469
	Iteration 2F: 3 clusters Score -3068234 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3069570.500000 Penalty: 5136.605469
	Iteration 3F: 3 clusters Score -3069570 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3071591.500000 Penalty: 5136.605469
	Iteration 4F: 3 clusters Score -3071592 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3074959.250000 Penalty: 5136.605469
	Iteration 5F: 3 clusters Score -3074959 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3080157.500000 Penalty: 5136.605469
	Iteration 6F: 3 clusters Score -3080158 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3084888.250000 Penalty: 5136.605469
	Iteration 7F: 3 clusters Score -3084888 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3087184.000000 Penalty: 5136.605469
	Iteration 8F: 3 clusters Score -3087184 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3087780.500000 Penalty: 5136.605469
	Iteration 9Q: 3 clusters Score -3087780 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3087964.000000 Penalty: 5136.605469
	Iteration 10Q: 3 clusters Score -3087964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3088015.250000 Penalty: 5136.605469
	Iteration 11Q: 3 clusters Score -3088015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3088022.500000 Penalty: 5136.605469
	Iteration 12Q: 3 clusters Score -3088022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3088025.250000 Penalty: 5136.605469
	Iteration 13Q: 3 clusters Score -3088025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3088029.750000 Penalty: 5136.605469
	Iteration 14Q: 3 clusters Score -3088030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3088026.750000 Penalty: 5136.605469
	Iteration 15Q: 3 clusters Score -3088027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3088028.750000 Penalty: 5136.605469
	Iteration 16Q: 3 clusters Score -3088029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3088032.000000 Penalty: 5136.605469
	Iteration 17Q: 3 clusters Score -3088032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3088026.500000 Penalty: 5136.605469
	Iteration 18Q: 3 clusters Score -3088026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3088020.250000 Penalty: 5136.605469
	Iteration 19Q: 3 clusters Score -3088020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3088025.000000 Penalty: 5136.605469
	Iteration 20F: 3 clusters Score -3088025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3088027.000000 Penalty: 5136.605469
	Iteration 21Q: 3 clusters Score -3088027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3088027.000000 Penalty: 5136.605469
	Iteration 22Q: 3 clusters Score -3088027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3088027.000000 Penalty: 5136.605469
	Iteration 23F: 3 clusters Score -3088027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 6000 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Entering Unmasked Estep 
Score: -58916324.000000 Penalty: 142338.593750
Splitting cluster 6 changes total score from -58909644.000000 to -58916324.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 7 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -381146.875000 Penalty: 2064.014160
	Iteration 0F: 2 clusters Score -381146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -377172.375000 Penalty: 4128.028320
	Iteration 0F: 3 clusters Score -377172.4 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -378096.187500 Penalty: 4128.028320
	Iteration 1F: 3 clusters Score -378096.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -378300.156250 Penalty: 4128.028320
	Iteration 2F: 3 clusters Score -378300.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -378433.593750 Penalty: 4128.028320
	Iteration 3Q: 3 clusters Score -378433.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -378523.718750 Penalty: 4128.028320
	Iteration 4Q: 3 clusters Score -378523.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -378585.031250 Penalty: 4128.028320
	Iteration 5Q: 3 clusters Score -378585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -378632.218750 Penalty: 4128.028320
	Iteration 6Q: 3 clusters Score -378632.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -378670.843750 Penalty: 4128.028320
	Iteration 7Q: 3 clusters Score -378670.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -378722.343750 Penalty: 4128.028320
	Iteration 8Q: 3 clusters Score -378722.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -378767.531250 Penalty: 4128.028320
	Iteration 9Q: 3 clusters Score -378767.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -378798.562500 Penalty: 4128.028320
	Iteration 10Q: 3 clusters Score -378798.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -378835.250000 Penalty: 4128.028320
	Iteration 11Q: 3 clusters Score -378835.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -378891.000000 Penalty: 4128.028320
	Iteration 12Q: 3 clusters Score -378891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -378948.875000 Penalty: 4128.028320
	Iteration 13Q: 3 clusters Score -378948.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -379025.812500 Penalty: 4128.028320
	Iteration 14Q: 3 clusters Score -379025.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -379145.687500 Penalty: 4128.028320
	Iteration 15Q: 3 clusters Score -379145.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -379272.312500 Penalty: 4128.028320
	Iteration 16Q: 3 clusters Score -379272.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -379391.781250 Penalty: 4128.028320
	Iteration 17Q: 3 clusters Score -379391.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -379499.750000 Penalty: 4128.028320
	Iteration 18Q: 3 clusters Score -379499.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379593.875000 Penalty: 4128.028320
	Iteration 19Q: 3 clusters Score -379593.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -379655.750000 Penalty: 4128.028320
	Iteration 20F: 3 clusters Score -379655.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379700.843750 Penalty: 4128.028320
	Iteration 21Q: 3 clusters Score -379700.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -379725.625000 Penalty: 4128.028320
	Iteration 22Q: 3 clusters Score -379725.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -379748.218750 Penalty: 4128.028320
	Iteration 23Q: 3 clusters Score -379748.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -379762.468750 Penalty: 4128.028320
	Iteration 24Q: 3 clusters Score -379762.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -379775.750000 Penalty: 4128.028320
	Iteration 25Q: 3 clusters Score -379775.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -379783.375000 Penalty: 4128.028320
	Iteration 26Q: 3 clusters Score -379783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -379789.250000 Penalty: 4128.028320
	Iteration 27Q: 3 clusters Score -379789.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -379796.062500 Penalty: 4128.028320
	Iteration 28Q: 3 clusters Score -379796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -379802.156250 Penalty: 4128.028320
	Iteration 29Q: 3 clusters Score -379802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -379803.375000 Penalty: 4128.028320
	Iteration 30Q: 3 clusters Score -379803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -379805.593750 Penalty: 4128.028320
	Iteration 31Q: 3 clusters Score -379805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -379807.125000 Penalty: 4128.028320
	Iteration 32Q: 3 clusters Score -379807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -379809.500000 Penalty: 4128.028320
	Iteration 33Q: 3 clusters Score -379809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379811.437500 Penalty: 4128.028320
	Iteration 34Q: 3 clusters Score -379811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -379812.375000 Penalty: 4128.028320
	Iteration 35Q: 3 clusters Score -379812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379814.062500 Penalty: 4128.028320
	Iteration 36Q: 3 clusters Score -379814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -379815.875000 Penalty: 4128.028320
	Iteration 37Q: 3 clusters Score -379815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -379815.281250 Penalty: 4128.028320
	Iteration 38Q: 3 clusters Score -379815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -379816.531250 Penalty: 4128.028320
	Iteration 39Q: 3 clusters Score -379816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -379816.531250 Penalty: 4128.028320
	Iteration 40F: 3 clusters Score -379816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -195437.984375 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -195438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -192559.000000 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -192559 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -193297.281250 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -193297.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -193606.359375 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -193606.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -193830.546875 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -193830.5 nChanged 132
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: -193996.437500 Penalty: 3874.537842
	Iteration 4F: 3 clusters Score -193996.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194158.843750 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -194158.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194296.062500 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -194296.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -194392.718750 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -194392.7 nChanged 65
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: -194449.984375 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -194450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -194502.078125 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -194502.1 nChanged 42
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: -194537.812500 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -194537.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194567.796875 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -194567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194588.890625 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -194588.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194616.140625 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -194616.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -194635.984375 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -194636 nChanged 20
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: -194644.640625 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -194644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -194650.234375 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -194650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194657.218750 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -194657.2 nChanged 15
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: -194667.562500 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -194667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194672.484375 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -194672.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -194678.328125 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -194678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -194687.171875 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -194687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194694.250000 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -194694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -194700.156250 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -194700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -194717.609375 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -194717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -194733.609375 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -194733.6 nChanged 20
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: -194748.546875 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -194748.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -194764.515625 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -194764.5 nChanged 25
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: -194789.015625 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -194789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -194812.984375 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -194813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -194831.031250 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -194831 nChanged 20
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: -194857.234375 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -194857.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -194902.156250 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -194902.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -194923.609375 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -194923.6 nChanged 16
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: -194933.796875 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -194933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194938.468750 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -194938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -194947.390625 Penalty: 3874.537842
	Iteration 36Q: 3 clusters Score -194947.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194954.468750 Penalty: 3874.537842
	Iteration 37Q: 3 clusters Score -194954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194961.562500 Penalty: 3874.537842
	Iteration 38Q: 3 clusters Score -194961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194964.421875 Penalty: 3874.537842
	Iteration 39Q: 3 clusters Score -194964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194966.640625 Penalty: 3874.537842
	Iteration 40F: 3 clusters Score -194966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194968.718750 Penalty: 3874.537842
	Iteration 41Q: 3 clusters Score -194968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194971.390625 Penalty: 3874.537842
	Iteration 42Q: 3 clusters Score -194971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -194972.734375 Penalty: 3874.537842
	Iteration 43Q: 3 clusters Score -194972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -194973.578125 Penalty: 3874.537842
	Iteration 44Q: 3 clusters Score -194973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194973.812500 Penalty: 3874.537842
	Iteration 45Q: 3 clusters Score -194973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194973.812500 Penalty: 3874.537842
	Iteration 46F: 3 clusters Score -194973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Entering Unmasked Estep 
Score: -3540938.000000 Penalty: 2598.269531
	Iteration 0F: 2 clusters Score -3540938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3516662.250000 Penalty: 5196.539062
	Iteration 0F: 3 clusters Score -3516662 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3525673.750000 Penalty: 5196.539062
	Iteration 1F: 3 clusters Score -3525674 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3526290.750000 Penalty: 5196.539062
	Iteration 2Q: 3 clusters Score -3526291 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3527049.250000 Penalty: 5196.539062
	Iteration 3Q: 3 clusters Score -3527049 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3527979.250000 Penalty: 5196.539062
	Iteration 4F: 3 clusters Score -3527979 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3529194.750000 Penalty: 5196.539062
	Iteration 5F: 3 clusters Score -3529195 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3530631.250000 Penalty: 5196.539062
	Iteration 6F: 3 clusters Score -3530631 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3532110.750000 Penalty: 5196.539062
	Iteration 7F: 3 clusters Score -3532111 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3533454.000000 Penalty: 5196.539062
	Iteration 8F: 3 clusters Score -3533454 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3534505.250000 Penalty: 5196.539062
	Iteration 9F: 3 clusters Score -3534505 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3535258.750000 Penalty: 5196.539062
	Iteration 10Q: 3 clusters Score -3535259 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3535865.000000 Penalty: 5196.539062
	Iteration 11Q: 3 clusters Score -3535865 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3536399.250000 Penalty: 5196.539062
	Iteration 12Q: 3 clusters Score -3536399 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3536880.750000 Penalty: 5196.539062
	Iteration 13Q: 3 clusters Score -3536881 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3537295.500000 Penalty: 5196.539062
	Iteration 14Q: 3 clusters Score -3537296 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3537627.000000 Penalty: 5196.539062
	Iteration 15Q: 3 clusters Score -3537627 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3537885.250000 Penalty: 5196.539062
	Iteration 16Q: 3 clusters Score -3537885 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3538060.250000 Penalty: 5196.539062
	Iteration 17Q: 3 clusters Score -3538060 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3538183.000000 Penalty: 5196.539062
	Iteration 18Q: 3 clusters Score -3538183 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3538296.000000 Penalty: 5196.539062
	Iteration 19Q: 3 clusters Score -3538296 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3538374.500000 Penalty: 5196.539062
	Iteration 20F: 3 clusters Score -3538374 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3538428.750000 Penalty: 5196.539062
	Iteration 21Q: 3 clusters Score -3538429 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3538455.500000 Penalty: 5196.539062
	Iteration 22Q: 3 clusters Score -3538456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3538519.750000 Penalty: 5196.539062
	Iteration 23Q: 3 clusters Score -3538520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -3538564.500000 Penalty: 5196.539062
	Iteration 24Q: 3 clusters Score -3538564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -3538590.500000 Penalty: 5196.539062
	Iteration 25Q: 3 clusters Score -3538590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3538603.500000 Penalty: 5196.539062
	Iteration 26Q: 3 clusters Score -3538604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3538625.750000 Penalty: 5196.539062
	Iteration 27Q: 3 clusters Score -3538626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3538641.500000 Penalty: 5196.539062
	Iteration 28Q: 3 clusters Score -3538642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3538651.000000 Penalty: 5196.539062
	Iteration 29Q: 3 clusters Score -3538651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3538657.750000 Penalty: 5196.539062
	Iteration 30Q: 3 clusters Score -3538658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3538667.000000 Penalty: 5196.539062
	Iteration 31Q: 3 clusters Score -3538667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3538672.000000 Penalty: 5196.539062
	Iteration 32Q: 3 clusters Score -3538672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -3538685.250000 Penalty: 5196.539062
	Iteration 33Q: 3 clusters Score -3538685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3538691.500000 Penalty: 5196.539062
	Iteration 34Q: 3 clusters Score -3538692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -3538692.000000 Penalty: 5196.539062
	Iteration 35Q: 3 clusters Score -3538692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3538690.500000 Penalty: 5196.539062
	Iteration 36Q: 3 clusters Score -3538690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -3538698.250000 Penalty: 5196.539062
	Iteration 37Q: 3 clusters Score -3538698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3538694.750000 Penalty: 5196.539062
	Iteration 38Q: 3 clusters Score -3538695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -3538712.000000 Penalty: 5196.539062
	Iteration 39Q: 3 clusters Score -3538712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3538716.250000 Penalty: 5196.539062
	Iteration 40F: 3 clusters Score -3538716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -3538720.500000 Penalty: 5196.539062
	Iteration 41Q: 3 clusters Score -3538720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -3538723.500000 Penalty: 5196.539062
	Iteration 42Q: 3 clusters Score -3538724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -3538721.750000 Penalty: 5196.539062
	Iteration 43Q: 3 clusters Score -3538722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3538720.250000 Penalty: 5196.539062
	Iteration 44Q: 3 clusters Score -3538720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3538724.250000 Penalty: 5196.539062
	Iteration 45Q: 3 clusters Score -3538724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3538723.000000 Penalty: 5196.539062
	Iteration 46Q: 3 clusters Score -3538723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3538725.000000 Penalty: 5196.539062
	Iteration 47Q: 3 clusters Score -3538725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3538729.500000 Penalty: 5196.539062
	Iteration 48Q: 3 clusters Score -3538730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3538732.500000 Penalty: 5196.539062
	Iteration 49Q: 3 clusters Score -3538732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3538733.250000 Penalty: 5196.539062
	Iteration 50Q: 3 clusters Score -3538733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3538736.500000 Penalty: 5196.539062
	Iteration 51Q: 3 clusters Score -3538736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3538744.750000 Penalty: 5196.539062
	Iteration 52Q: 3 clusters Score -3538745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3538745.250000 Penalty: 5196.539062
	Iteration 53Q: 3 clusters Score -3538745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3538747.750000 Penalty: 5196.539062
	Iteration 54Q: 3 clusters Score -3538748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3538748.250000 Penalty: 5196.539062
	Iteration 55Q: 3 clusters Score -3538748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -3538751.250000 Penalty: 5196.539062
	Iteration 56Q: 3 clusters Score -3538751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3538754.250000 Penalty: 5196.539062
	Iteration 57Q: 3 clusters Score -3538754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3538759.500000 Penalty: 5196.539062
	Iteration 58Q: 3 clusters Score -3538760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -3538763.250000 Penalty: 5196.539062
	Iteration 59Q: 3 clusters Score -3538763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3538771.000000 Penalty: 5196.539062
	Iteration 60F: 3 clusters Score -3538771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3538764.500000 Penalty: 5196.539062
	Iteration 61Q: 3 clusters Score -3538764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3538765.500000 Penalty: 5196.539062
	Iteration 62Q: 3 clusters Score -3538766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -3538772.000000 Penalty: 5196.539062
	Iteration 63Q: 3 clusters Score -3538772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -3538777.250000 Penalty: 5196.539062
	Iteration 64Q: 3 clusters Score -3538777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3538781.500000 Penalty: 5196.539062
	Iteration 65Q: 3 clusters Score -3538782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -3538782.250000 Penalty: 5196.539062
	Iteration 66Q: 3 clusters Score -3538782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -3538783.000000 Penalty: 5196.539062
	Iteration 67Q: 3 clusters Score -3538783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3538781.000000 Penalty: 5196.539062
	Iteration 68Q: 3 clusters Score -3538781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -3538783.500000 Penalty: 5196.539062
	Iteration 69Q: 3 clusters Score -3538784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3538787.000000 Penalty: 5196.539062
	Iteration 70Q: 3 clusters Score -3538787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -3538785.750000 Penalty: 5196.539062
	Iteration 71Q: 3 clusters Score -3538786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3538783.750000 Penalty: 5196.539062
	Iteration 72Q: 3 clusters Score -3538784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3538782.250000 Penalty: 5196.539062
	Iteration 73Q: 3 clusters Score -3538782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3538782.250000 Penalty: 5196.539062
	Iteration 74F: 3 clusters Score -3538782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -163450.890625 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -163450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160962.125000 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -160962.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -161410.421875 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -161410.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -161529.625000 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -161529.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161593.546875 Penalty: 3707.205566
	Iteration 3Q: 3 clusters Score -161593.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161635.171875 Penalty: 3707.205566
	Iteration 4Q: 3 clusters Score -161635.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161658.578125 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -161658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161669.031250 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -161669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -161680.125000 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -161680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161690.312500 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -161690.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -161699.531250 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -161699.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161708.953125 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -161709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -161718.906250 Penalty: 3707.205566
	Iteration 11Q: 3 clusters Score -161718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -161722.609375 Penalty: 3707.205566
	Iteration 12Q: 3 clusters Score -161722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -161724.890625 Penalty: 3707.205566
	Iteration 13Q: 3 clusters Score -161724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -161728.312500 Penalty: 3707.205566
	Iteration 14Q: 3 clusters Score -161728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -161729.000000 Penalty: 3707.205566
	Iteration 15Q: 3 clusters Score -161729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -161729.281250 Penalty: 3707.205566
	Iteration 16Q: 3 clusters Score -161729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -161729.546875 Penalty: 3707.205566
	Iteration 17Q: 3 clusters Score -161729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -161729.546875 Penalty: 3707.205566
	Iteration 18F: 3 clusters Score -161729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -783591.500000 Penalty: 2227.613037
	Iteration 0F: 2 clusters Score -783591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -777196.500000 Penalty: 4455.226074
	Iteration 0F: 3 clusters Score -777196.5 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -778917.250000 Penalty: 4455.226074
	Iteration 1F: 3 clusters Score -778917.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -779222.312500 Penalty: 4455.226074
	Iteration 2F: 3 clusters Score -779222.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -779453.625000 Penalty: 4455.226074
	Iteration 3F: 3 clusters Score -779453.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -779627.250000 Penalty: 4455.226074
	Iteration 4Q: 3 clusters Score -779627.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -779774.187500 Penalty: 4455.226074
	Iteration 5Q: 3 clusters Score -779774.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -779926.250000 Penalty: 4455.226074
	Iteration 6Q: 3 clusters Score -779926.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -780062.187500 Penalty: 4455.226074
	Iteration 7Q: 3 clusters Score -780062.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -780182.187500 Penalty: 4455.226074
	Iteration 8Q: 3 clusters Score -780182.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -780282.500000 Penalty: 4455.226074
	Iteration 9Q: 3 clusters Score -780282.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -780365.000000 Penalty: 4455.226074
	Iteration 10Q: 3 clusters Score -780365 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -780452.750000 Penalty: 4455.226074
	Iteration 11Q: 3 clusters Score -780452.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -780539.750000 Penalty: 4455.226074
	Iteration 12Q: 3 clusters Score -780539.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -780638.500000 Penalty: 4455.226074
	Iteration 13Q: 3 clusters Score -780638.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -780734.312500 Penalty: 4455.226074
	Iteration 14Q: 3 clusters Score -780734.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -780830.562500 Penalty: 4455.226074
	Iteration 15Q: 3 clusters Score -780830.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -780924.687500 Penalty: 4455.226074
	Iteration 16Q: 3 clusters Score -780924.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -781019.375000 Penalty: 4455.226074
	Iteration 17Q: 3 clusters Score -781019.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -781101.375000 Penalty: 4455.226074
	Iteration 18Q: 3 clusters Score -781101.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -781171.687500 Penalty: 4455.226074
	Iteration 19Q: 3 clusters Score -781171.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -781246.125000 Penalty: 4455.226074
	Iteration 20F: 3 clusters Score -781246.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -781303.812500 Penalty: 4455.226074
	Iteration 21Q: 3 clusters Score -781303.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -781349.687500 Penalty: 4455.226074
	Iteration 22Q: 3 clusters Score -781349.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -781379.187500 Penalty: 4455.226074
	Iteration 23Q: 3 clusters Score -781379.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -781402.187500 Penalty: 4455.226074
	Iteration 24Q: 3 clusters Score -781402.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -781421.812500 Penalty: 4455.226074
	Iteration 25Q: 3 clusters Score -781421.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -781436.812500 Penalty: 4455.226074
	Iteration 26Q: 3 clusters Score -781436.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -781448.625000 Penalty: 4455.226074
	Iteration 27Q: 3 clusters Score -781448.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -781461.687500 Penalty: 4455.226074
	Iteration 28Q: 3 clusters Score -781461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -781467.062500 Penalty: 4455.226074
	Iteration 29Q: 3 clusters Score -781467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -781468.250000 Penalty: 4455.226074
	Iteration 30Q: 3 clusters Score -781468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -781469.687500 Penalty: 4455.226074
	Iteration 31Q: 3 clusters Score -781469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -781471.875000 Penalty: 4455.226074
	Iteration 32Q: 3 clusters Score -781471.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -781471.750000 Penalty: 4455.226074
	Iteration 33Q: 3 clusters Score -781471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -781474.625000 Penalty: 4455.226074
	Iteration 34Q: 3 clusters Score -781474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -781474.687500 Penalty: 4455.226074
	Iteration 35Q: 3 clusters Score -781474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -781476.000000 Penalty: 4455.226074
	Iteration 36Q: 3 clusters Score -781476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -781476.625000 Penalty: 4455.226074
	Iteration 37Q: 3 clusters Score -781476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -781476.437500 Penalty: 4455.226074
	Iteration 38Q: 3 clusters Score -781476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -781477.687500 Penalty: 4455.226074
	Iteration 39Q: 3 clusters Score -781477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -781478.687500 Penalty: 4455.226074
	Iteration 40F: 3 clusters Score -781478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -781479.125000 Penalty: 4455.226074
	Iteration 41Q: 3 clusters Score -781479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -781481.062500 Penalty: 4455.226074
	Iteration 42Q: 3 clusters Score -781481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -781483.875000 Penalty: 4455.226074
	Iteration 43Q: 3 clusters Score -781483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -781484.000000 Penalty: 4455.226074
	Iteration 44Q: 3 clusters Score -781484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -781488.812500 Penalty: 4455.226074
	Iteration 45Q: 3 clusters Score -781488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -781490.187500 Penalty: 4455.226074
	Iteration 46Q: 3 clusters Score -781490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -781491.937500 Penalty: 4455.226074
	Iteration 47Q: 3 clusters Score -781491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -781492.937500 Penalty: 4455.226074
	Iteration 48Q: 3 clusters Score -781492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -781491.625000 Penalty: 4455.226074
	Iteration 49Q: 3 clusters Score -781491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -781494.000000 Penalty: 4455.226074
	Iteration 50Q: 3 clusters Score -781494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -781495.500000 Penalty: 4455.226074
	Iteration 51Q: 3 clusters Score -781495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -781499.062500 Penalty: 4455.226074
	Iteration 52Q: 3 clusters Score -781499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -781502.250000 Penalty: 4455.226074
	Iteration 53Q: 3 clusters Score -781502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -781507.187500 Penalty: 4455.226074
	Iteration 54Q: 3 clusters Score -781507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -781513.375000 Penalty: 4455.226074
	Iteration 55Q: 3 clusters Score -781513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -781517.250000 Penalty: 4455.226074
	Iteration 56Q: 3 clusters Score -781517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -781524.250000 Penalty: 4455.226074
	Iteration 57Q: 3 clusters Score -781524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -781531.062500 Penalty: 4455.226074
	Iteration 58Q: 3 clusters Score -781531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -781534.375000 Penalty: 4455.226074
	Iteration 59Q: 3 clusters Score -781534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -781538.875000 Penalty: 4455.226074
	Iteration 60F: 3 clusters Score -781538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -781543.062500 Penalty: 4455.226074
	Iteration 61Q: 3 clusters Score -781543.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -781550.625000 Penalty: 4455.226074
	Iteration 62Q: 3 clusters Score -781550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -781559.250000 Penalty: 4455.226074
	Iteration 63Q: 3 clusters Score -781559.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -781566.125000 Penalty: 4455.226074
	Iteration 64Q: 3 clusters Score -781566.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -781575.375000 Penalty: 4455.226074
	Iteration 65Q: 3 clusters Score -781575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -781582.562500 Penalty: 4455.226074
	Iteration 66Q: 3 clusters Score -781582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -781588.500000 Penalty: 4455.226074
	Iteration 67Q: 3 clusters Score -781588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -781595.125000 Penalty: 4455.226074
	Iteration 68Q: 3 clusters Score -781595.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -781606.187500 Penalty: 4455.226074
	Iteration 69Q: 3 clusters Score -781606.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -781616.812500 Penalty: 4455.226074
	Iteration 70Q: 3 clusters Score -781616.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -781626.687500 Penalty: 4455.226074
	Iteration 71Q: 3 clusters Score -781626.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -781631.437500 Penalty: 4455.226074
	Iteration 72Q: 3 clusters Score -781631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -781634.875000 Penalty: 4455.226074
	Iteration 73Q: 3 clusters Score -781634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -781636.687500 Penalty: 4455.226074
	Iteration 74Q: 3 clusters Score -781636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -781638.562500 Penalty: 4455.226074
	Iteration 75Q: 3 clusters Score -781638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -781638.687500 Penalty: 4455.226074
	Iteration 76Q: 3 clusters Score -781638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -781641.687500 Penalty: 4455.226074
	Iteration 77Q: 3 clusters Score -781641.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -781644.187500 Penalty: 4455.226074
	Iteration 78Q: 3 clusters Score -781644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -781646.062500 Penalty: 4455.226074
	Iteration 79Q: 3 clusters Score -781646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -781649.812500 Penalty: 4455.226074
	Iteration 80F: 3 clusters Score -781649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -781648.937500 Penalty: 4455.226074
	Iteration 81Q: 3 clusters Score -781648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -781649.687500 Penalty: 4455.226074
	Iteration 82Q: 3 clusters Score -781649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -781652.437500 Penalty: 4455.226074
	Iteration 83Q: 3 clusters Score -781652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -781652.625000 Penalty: 4455.226074
	Iteration 84Q: 3 clusters Score -781652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -781652.625000 Penalty: 4455.226074
	Iteration 85F: 3 clusters Score -781652.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -485919.312500 Penalty: 2131.120361
	Iteration 0F: 2 clusters Score -485919.3 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 2665 members 
Entering Unmasked Estep 
Score: -481059.312500 Penalty: 4262.240723
	Iteration 0F: 3 clusters Score -481059.3 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -482336.437500 Penalty: 4262.240723
	Iteration 1F: 3 clusters Score -482336.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -482737.843750 Penalty: 4262.240723
	Iteration 2F: 3 clusters Score -482737.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -483128.718750 Penalty: 4262.240723
	Iteration 3F: 3 clusters Score -483128.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -483621.500000 Penalty: 4262.240723
	Iteration 4F: 3 clusters Score -483621.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -484184.156250 Penalty: 4262.240723
	Iteration 5F: 3 clusters Score -484184.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -484639.375000 Penalty: 4262.240723
	Iteration 6F: 3 clusters Score -484639.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -484901.125000 Penalty: 4262.240723
	Iteration 7F: 3 clusters Score -484901.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -485045.906250 Penalty: 4262.240723
	Iteration 8Q: 3 clusters Score -485045.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -485154.968750 Penalty: 4262.240723
	Iteration 9Q: 3 clusters Score -485155 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -485229.625000 Penalty: 4262.240723
	Iteration 10Q: 3 clusters Score -485229.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -485289.375000 Penalty: 4262.240723
	Iteration 11Q: 3 clusters Score -485289.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -485331.593750 Penalty: 4262.240723
	Iteration 12Q: 3 clusters Score -485331.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -485359.750000 Penalty: 4262.240723
	Iteration 13Q: 3 clusters Score -485359.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -485381.375000 Penalty: 4262.240723
	Iteration 14Q: 3 clusters Score -485381.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -485398.187500 Penalty: 4262.240723
	Iteration 15Q: 3 clusters Score -485398.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -485417.906250 Penalty: 4262.240723
	Iteration 16Q: 3 clusters Score -485417.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -485436.281250 Penalty: 4262.240723
	Iteration 17Q: 3 clusters Score -485436.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -485460.937500 Penalty: 4262.240723
	Iteration 18Q: 3 clusters Score -485460.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -485494.000000 Penalty: 4262.240723
	Iteration 19Q: 3 clusters Score -485494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -485520.687500 Penalty: 4262.240723
	Iteration 20F: 3 clusters Score -485520.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485547.906250 Penalty: 4262.240723
	Iteration 21Q: 3 clusters Score -485547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -485568.218750 Penalty: 4262.240723
	Iteration 22Q: 3 clusters Score -485568.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -485587.187500 Penalty: 4262.240723
	Iteration 23Q: 3 clusters Score -485587.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -485597.156250 Penalty: 4262.240723
	Iteration 24Q: 3 clusters Score -485597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -485603.343750 Penalty: 4262.240723
	Iteration 25Q: 3 clusters Score -485603.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -485613.343750 Penalty: 4262.240723
	Iteration 26Q: 3 clusters Score -485613.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -485625.406250 Penalty: 4262.240723
	Iteration 27Q: 3 clusters Score -485625.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -485636.281250 Penalty: 4262.240723
	Iteration 28Q: 3 clusters Score -485636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -485646.718750 Penalty: 4262.240723
	Iteration 29Q: 3 clusters Score -485646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -485660.093750 Penalty: 4262.240723
	Iteration 30Q: 3 clusters Score -485660.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -485665.906250 Penalty: 4262.240723
	Iteration 31Q: 3 clusters Score -485665.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -485673.843750 Penalty: 4262.240723
	Iteration 32Q: 3 clusters Score -485673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -485678.187500 Penalty: 4262.240723
	Iteration 33Q: 3 clusters Score -485678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -485680.937500 Penalty: 4262.240723
	Iteration 34Q: 3 clusters Score -485680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -485683.031250 Penalty: 4262.240723
	Iteration 35Q: 3 clusters Score -485683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -485689.625000 Penalty: 4262.240723
	Iteration 36Q: 3 clusters Score -485689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -485692.968750 Penalty: 4262.240723
	Iteration 37Q: 3 clusters Score -485693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -485696.406250 Penalty: 4262.240723
	Iteration 38Q: 3 clusters Score -485696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -485699.000000 Penalty: 4262.240723
	Iteration 39Q: 3 clusters Score -485699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485702.125000 Penalty: 4262.240723
	Iteration 40F: 3 clusters Score -485702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -485704.843750 Penalty: 4262.240723
	Iteration 41Q: 3 clusters Score -485704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -485705.281250 Penalty: 4262.240723
	Iteration 42Q: 3 clusters Score -485705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -485705.906250 Penalty: 4262.240723
	Iteration 43Q: 3 clusters Score -485705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -485708.406250 Penalty: 4262.240723
	Iteration 44Q: 3 clusters Score -485708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -485707.750000 Penalty: 4262.240723
	Iteration 45Q: 3 clusters Score -485707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -485709.562500 Penalty: 4262.240723
	Iteration 46Q: 3 clusters Score -485709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -485710.781250 Penalty: 4262.240723
	Iteration 47Q: 3 clusters Score -485710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -485713.968750 Penalty: 4262.240723
	Iteration 48Q: 3 clusters Score -485714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -485714.687500 Penalty: 4262.240723
	Iteration 49Q: 3 clusters Score -485714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -485715.968750 Penalty: 4262.240723
	Iteration 50Q: 3 clusters Score -485716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -485716.250000 Penalty: 4262.240723
	Iteration 51Q: 3 clusters Score -485716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -485716.250000 Penalty: 4262.240723
	Iteration 52F: 3 clusters Score -485716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -1120558.125000 Penalty: 2324.053223
	Iteration 0F: 2 clusters Score -1120558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1111709.625000 Penalty: 4648.106445
	Iteration 0F: 3 clusters Score -1111710 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1114482.500000 Penalty: 4648.106445
	Iteration 1F: 3 clusters Score -1114482 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1114868.750000 Penalty: 4648.106445
	Iteration 2F: 3 clusters Score -1114869 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1115194.750000 Penalty: 4648.106445
	Iteration 3F: 3 clusters Score -1115195 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1115493.625000 Penalty: 4648.106445
	Iteration 4F: 3 clusters Score -1115494 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1115780.000000 Penalty: 4648.106445
	Iteration 5Q: 3 clusters Score -1115780 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1116029.375000 Penalty: 4648.106445
	Iteration 6Q: 3 clusters Score -1116029 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1116279.000000 Penalty: 4648.106445
	Iteration 7Q: 3 clusters Score -1116279 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1116552.375000 Penalty: 4648.106445
	Iteration 8Q: 3 clusters Score -1116552 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1116839.000000 Penalty: 4648.106445
	Iteration 9Q: 3 clusters Score -1116839 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1117168.250000 Penalty: 4648.106445
	Iteration 10Q: 3 clusters Score -1117168 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1117466.375000 Penalty: 4648.106445
	Iteration 11Q: 3 clusters Score -1117466 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1117740.750000 Penalty: 4648.106445
	Iteration 12Q: 3 clusters Score -1117741 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1117944.750000 Penalty: 4648.106445
	Iteration 13Q: 3 clusters Score -1117945 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1118105.750000 Penalty: 4648.106445
	Iteration 14Q: 3 clusters Score -1118106 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1118244.125000 Penalty: 4648.106445
	Iteration 15Q: 3 clusters Score -1118244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1118362.875000 Penalty: 4648.106445
	Iteration 16Q: 3 clusters Score -1118363 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1118466.625000 Penalty: 4648.106445
	Iteration 17Q: 3 clusters Score -1118467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1118560.250000 Penalty: 4648.106445
	Iteration 18Q: 3 clusters Score -1118560 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1118639.500000 Penalty: 4648.106445
	Iteration 19Q: 3 clusters Score -1118640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1118697.000000 Penalty: 4648.106445
	Iteration 20F: 3 clusters Score -1118697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1118752.250000 Penalty: 4648.106445
	Iteration 21Q: 3 clusters Score -1118752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1118804.375000 Penalty: 4648.106445
	Iteration 22Q: 3 clusters Score -1118804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1118847.250000 Penalty: 4648.106445
	Iteration 23Q: 3 clusters Score -1118847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1118885.375000 Penalty: 4648.106445
	Iteration 24Q: 3 clusters Score -1118885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1118929.375000 Penalty: 4648.106445
	Iteration 25Q: 3 clusters Score -1118929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1118975.750000 Penalty: 4648.106445
	Iteration 26Q: 3 clusters Score -1118976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1119016.875000 Penalty: 4648.106445
	Iteration 27Q: 3 clusters Score -1119017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1119062.375000 Penalty: 4648.106445
	Iteration 28Q: 3 clusters Score -1119062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1119106.875000 Penalty: 4648.106445
	Iteration 29Q: 3 clusters Score -1119107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1119137.125000 Penalty: 4648.106445
	Iteration 30Q: 3 clusters Score -1119137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1119166.750000 Penalty: 4648.106445
	Iteration 31Q: 3 clusters Score -1119167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1119193.500000 Penalty: 4648.106445
	Iteration 32Q: 3 clusters Score -1119194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1119213.500000 Penalty: 4648.106445
	Iteration 33Q: 3 clusters Score -1119214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1119228.000000 Penalty: 4648.106445
	Iteration 34Q: 3 clusters Score -1119228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1119236.375000 Penalty: 4648.106445
	Iteration 35Q: 3 clusters Score -1119236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1119240.750000 Penalty: 4648.106445
	Iteration 36Q: 3 clusters Score -1119241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1119244.250000 Penalty: 4648.106445
	Iteration 37Q: 3 clusters Score -1119244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1119248.125000 Penalty: 4648.106445
	Iteration 38Q: 3 clusters Score -1119248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1119249.125000 Penalty: 4648.106445
	Iteration 39Q: 3 clusters Score -1119249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1119252.000000 Penalty: 4648.106445
	Iteration 40F: 3 clusters Score -1119252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1119253.375000 Penalty: 4648.106445
	Iteration 41Q: 3 clusters Score -1119253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1119256.500000 Penalty: 4648.106445
	Iteration 42Q: 3 clusters Score -1119256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1119256.500000 Penalty: 4648.106445
	Iteration 43F: 3 clusters Score -1119256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -490743.781250 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -490743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -486126.437500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -486126.4 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -487322.968750 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -487323 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -487716.468750 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -487716.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -488186.718750 Penalty: 4235.515625
	Iteration 3F: 3 clusters Score -488186.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -488720.375000 Penalty: 4235.515625
	Iteration 4F: 3 clusters Score -488720.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -489155.375000 Penalty: 4235.515625
	Iteration 5F: 3 clusters Score -489155.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -489452.093750 Penalty: 4235.515625
	Iteration 6F: 3 clusters Score -489452.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -489682.812500 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -489682.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -489883.156250 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -489883.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -490055.250000 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -490055.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -490209.656250 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -490209.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -490320.343750 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -490320.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -490427.437500 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -490427.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -490511.343750 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -490511.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -490557.718750 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -490557.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -490608.187500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -490608.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -490656.531250 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -490656.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -490692.843750 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -490692.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -490718.968750 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -490719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -490743.156250 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -490743.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -490770.375000 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -490770.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -490793.093750 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -490793.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -490805.156250 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -490805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -490814.593750 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -490814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -490826.968750 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -490827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -490838.718750 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -490838.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -490846.531250 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -490846.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -490858.937500 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -490858.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -490870.812500 Penalty: 4235.515625
	Iteration 28Q: 3 clusters Score -490870.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -490885.500000 Penalty: 4235.515625
	Iteration 29Q: 3 clusters Score -490885.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -490896.062500 Penalty: 4235.515625
	Iteration 30Q: 3 clusters Score -490896.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -490906.687500 Penalty: 4235.515625
	Iteration 31Q: 3 clusters Score -490906.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -490915.875000 Penalty: 4235.515625
	Iteration 32Q: 3 clusters Score -490915.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -490925.250000 Penalty: 4235.515625
	Iteration 33Q: 3 clusters Score -490925.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -490933.812500 Penalty: 4235.515625
	Iteration 34Q: 3 clusters Score -490933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -490939.156250 Penalty: 4235.515625
	Iteration 35Q: 3 clusters Score -490939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -490943.437500 Penalty: 4235.515625
	Iteration 36Q: 3 clusters Score -490943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -490943.937500 Penalty: 4235.515625
	Iteration 37Q: 3 clusters Score -490943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -490943.968750 Penalty: 4235.515625
	Iteration 38Q: 3 clusters Score -490944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -490943.968750 Penalty: 4235.515625
	Iteration 39F: 3 clusters Score -490944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 6000 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Entering Unmasked Estep 
Score: -58915380.000000 Penalty: 145648.796875
Splitting cluster 14 changes total score from -58909644.000000 to -58915380.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 15 (6000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Entering Unmasked Estep 
Score: -603615.937500 Penalty: 2157.479492
	Iteration 0F: 2 clusters Score -603615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -598479.500000 Penalty: 4314.958984
	Iteration 0F: 3 clusters Score -598479.5 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -599750.562500 Penalty: 4314.958984
	Iteration 1F: 3 clusters Score -599750.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -600020.437500 Penalty: 4314.958984
	Iteration 2F: 3 clusters Score -600020.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -600230.187500 Penalty: 4314.958984
	Iteration 3F: 3 clusters Score -600230.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -600391.562500 Penalty: 4314.958984
	Iteration 4Q: 3 clusters Score -600391.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -600527.375000 Penalty: 4314.958984
	Iteration 5Q: 3 clusters Score -600527.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -600648.000000 Penalty: 4314.958984
	Iteration 6Q: 3 clusters Score -600648 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -600741.062500 Penalty: 4314.958984
	Iteration 7Q: 3 clusters Score -600741.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -600864.937500 Penalty: 4314.958984
	Iteration 8Q: 3 clusters Score -600864.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -600980.875000 Penalty: 4314.958984
	Iteration 9Q: 3 clusters Score -600980.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -601086.687500 Penalty: 4314.958984
	Iteration 10Q: 3 clusters Score -601086.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -601183.812500 Penalty: 4314.958984
	Iteration 11Q: 3 clusters Score -601183.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -601263.687500 Penalty: 4314.958984
	Iteration 12Q: 3 clusters Score -601263.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -601339.625000 Penalty: 4314.958984
	Iteration 13Q: 3 clusters Score -601339.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -601399.062500 Penalty: 4314.958984
	Iteration 14Q: 3 clusters Score -601399.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -601452.062500 Penalty: 4314.958984
	Iteration 15Q: 3 clusters Score -601452.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -601502.312500 Penalty: 4314.958984
	Iteration 16Q: 3 clusters Score -601502.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -601541.312500 Penalty: 4314.958984
	Iteration 17Q: 3 clusters Score -601541.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -601572.625000 Penalty: 4314.958984
	Iteration 18Q: 3 clusters Score -601572.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -601610.125000 Penalty: 4314.958984
	Iteration 19Q: 3 clusters Score -601610.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -601656.687500 Penalty: 4314.958984
	Iteration 20F: 3 clusters Score -601656.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -601710.125000 Penalty: 4314.958984
	Iteration 21Q: 3 clusters Score -601710.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -601789.250000 Penalty: 4314.958984
	Iteration 22Q: 3 clusters Score -601789.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -601903.625000 Penalty: 4314.958984
	Iteration 23Q: 3 clusters Score -601903.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -602046.312500 Penalty: 4314.958984
	Iteration 24Q: 3 clusters Score -602046.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -602189.437500 Penalty: 4314.958984
	Iteration 25Q: 3 clusters Score -602189.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -602328.625000 Penalty: 4314.958984
	Iteration 26Q: 3 clusters Score -602328.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -602481.875000 Penalty: 4314.958984
	Iteration 27Q: 3 clusters Score -602481.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -602656.812500 Penalty: 4314.958984
	Iteration 28Q: 3 clusters Score -602656.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -602890.437500 Penalty: 4314.958984
	Iteration 29Q: 3 clusters Score -602890.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -603204.687500 Penalty: 4314.958984
	Iteration 30Q: 3 clusters Score -603204.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -603668.812500 Penalty: 4314.958984
	Iteration 31Q: 3 clusters Score -603668.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -604264.312500 Penalty: 4314.958984
	Iteration 32Q: 3 clusters Score -604264.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -604812.750000 Penalty: 4314.958984
	Iteration 33Q: 3 clusters Score -604812.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -605156.687500 Penalty: 4314.958984
	Iteration 34Q: 3 clusters Score -605156.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -605224.937500 Penalty: 4314.958984
	Iteration 35Q: 3 clusters Score -605224.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -605234.562500 Penalty: 4314.958984
	Iteration 36Q: 3 clusters Score -605234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -605237.812500 Penalty: 4314.958984
	Iteration 37Q: 3 clusters Score -605237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -605239.125000 Penalty: 4314.958984
	Iteration 38Q: 3 clusters Score -605239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -605239.125000 Penalty: 4314.958984
	Iteration 39F: 3 clusters Score -605239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Mstep: Class 45 contains 2817 members 
Entering Unmasked Estep 
Score: -58915936.000000 Penalty: 148959.000000
Splitting cluster 15 changes total score from -58909644.000000 to -58915936.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -958182.250000 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -958182.2 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 4699 members 
Entering Unmasked Estep 
Score: -950996.750000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -950996.8 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -953086.562500 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -953086.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -953418.687500 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -953418.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -953651.562500 Penalty: 4537.585938
	Iteration 3F: 3 clusters Score -953651.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -953856.375000 Penalty: 4537.585938
	Iteration 4Q: 3 clusters Score -953856.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -954046.750000 Penalty: 4537.585938
	Iteration 5Q: 3 clusters Score -954046.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -954216.250000 Penalty: 4537.585938
	Iteration 6Q: 3 clusters Score -954216.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -954372.437500 Penalty: 4537.585938
	Iteration 7Q: 3 clusters Score -954372.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -954538.750000 Penalty: 4537.585938
	Iteration 8Q: 3 clusters Score -954538.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -954699.375000 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -954699.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -954841.312500 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -954841.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -954974.000000 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -954974 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -955072.875000 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -955072.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -955154.250000 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -955154.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -955210.437500 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -955210.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -955249.062500 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -955249.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -955279.125000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -955279.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -955301.062500 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -955301.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -955316.562500 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -955316.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -955332.062500 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -955332.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -955352.687500 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -955352.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -955368.750000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -955368.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -955381.187500 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -955381.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -955390.875000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -955390.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -955401.312500 Penalty: 4537.585938
	Iteration 24Q: 3 clusters Score -955401.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -955409.875000 Penalty: 4537.585938
	Iteration 25Q: 3 clusters Score -955409.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -955419.625000 Penalty: 4537.585938
	Iteration 26Q: 3 clusters Score -955419.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -955431.062500 Penalty: 4537.585938
	Iteration 27Q: 3 clusters Score -955431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -955436.812500 Penalty: 4537.585938
	Iteration 28Q: 3 clusters Score -955436.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -955445.562500 Penalty: 4537.585938
	Iteration 29Q: 3 clusters Score -955445.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -955453.562500 Penalty: 4537.585938
	Iteration 30Q: 3 clusters Score -955453.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -955458.312500 Penalty: 4537.585938
	Iteration 31Q: 3 clusters Score -955458.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -955468.000000 Penalty: 4537.585938
	Iteration 32Q: 3 clusters Score -955468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -955474.625000 Penalty: 4537.585938
	Iteration 33Q: 3 clusters Score -955474.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -955479.312500 Penalty: 4537.585938
	Iteration 34Q: 3 clusters Score -955479.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -955489.500000 Penalty: 4537.585938
	Iteration 35Q: 3 clusters Score -955489.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -955496.625000 Penalty: 4537.585938
	Iteration 36Q: 3 clusters Score -955496.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -955505.937500 Penalty: 4537.585938
	Iteration 37Q: 3 clusters Score -955505.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -955510.500000 Penalty: 4537.585938
	Iteration 38Q: 3 clusters Score -955510.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -955516.500000 Penalty: 4537.585938
	Iteration 39Q: 3 clusters Score -955516.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -955520.375000 Penalty: 4537.585938
	Iteration 40F: 3 clusters Score -955520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -955525.125000 Penalty: 4537.585938
	Iteration 41Q: 3 clusters Score -955525.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -955526.687500 Penalty: 4537.585938
	Iteration 42Q: 3 clusters Score -955526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -955530.500000 Penalty: 4537.585938
	Iteration 43Q: 3 clusters Score -955530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -955532.875000 Penalty: 4537.585938
	Iteration 44Q: 3 clusters Score -955532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -955535.000000 Penalty: 4537.585938
	Iteration 45Q: 3 clusters Score -955535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -955539.000000 Penalty: 4537.585938
	Iteration 46Q: 3 clusters Score -955539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -955541.812500 Penalty: 4537.585938
	Iteration 47Q: 3 clusters Score -955541.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -955549.687500 Penalty: 4537.585938
	Iteration 48Q: 3 clusters Score -955549.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -955551.812500 Penalty: 4537.585938
	Iteration 49Q: 3 clusters Score -955551.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -955561.812500 Penalty: 4537.585938
	Iteration 50Q: 3 clusters Score -955561.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -955565.875000 Penalty: 4537.585938
	Iteration 51Q: 3 clusters Score -955565.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -955572.875000 Penalty: 4537.585938
	Iteration 52Q: 3 clusters Score -955572.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -955583.562500 Penalty: 4537.585938
	Iteration 53Q: 3 clusters Score -955583.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -955594.375000 Penalty: 4537.585938
	Iteration 54Q: 3 clusters Score -955594.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -955599.687500 Penalty: 4537.585938
	Iteration 55Q: 3 clusters Score -955599.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -955610.500000 Penalty: 4537.585938
	Iteration 56Q: 3 clusters Score -955610.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -955616.125000 Penalty: 4537.585938
	Iteration 57Q: 3 clusters Score -955616.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -955624.062500 Penalty: 4537.585938
	Iteration 58Q: 3 clusters Score -955624.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -955631.125000 Penalty: 4537.585938
	Iteration 59Q: 3 clusters Score -955631.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -955641.250000 Penalty: 4537.585938
	Iteration 60F: 3 clusters Score -955641.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -955648.500000 Penalty: 4537.585938
	Iteration 61Q: 3 clusters Score -955648.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -955655.562500 Penalty: 4537.585938
	Iteration 62Q: 3 clusters Score -955655.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -955661.750000 Penalty: 4537.585938
	Iteration 63Q: 3 clusters Score -955661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -955664.312500 Penalty: 4537.585938
	Iteration 64Q: 3 clusters Score -955664.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -955668.250000 Penalty: 4537.585938
	Iteration 65Q: 3 clusters Score -955668.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -955671.312500 Penalty: 4537.585938
	Iteration 66Q: 3 clusters Score -955671.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -955680.312500 Penalty: 4537.585938
	Iteration 67Q: 3 clusters Score -955680.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -955685.625000 Penalty: 4537.585938
	Iteration 68Q: 3 clusters Score -955685.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -955687.312500 Penalty: 4537.585938
	Iteration 69Q: 3 clusters Score -955687.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -955693.375000 Penalty: 4537.585938
	Iteration 70Q: 3 clusters Score -955693.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -955698.875000 Penalty: 4537.585938
	Iteration 71Q: 3 clusters Score -955698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -955701.000000 Penalty: 4537.585938
	Iteration 72Q: 3 clusters Score -955701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -955705.625000 Penalty: 4537.585938
	Iteration 73Q: 3 clusters Score -955705.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -955714.750000 Penalty: 4537.585938
	Iteration 74Q: 3 clusters Score -955714.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -955719.375000 Penalty: 4537.585938
	Iteration 75Q: 3 clusters Score -955719.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -955723.812500 Penalty: 4537.585938
	Iteration 76Q: 3 clusters Score -955723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -955729.812500 Penalty: 4537.585938
	Iteration 77Q: 3 clusters Score -955729.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -955736.625000 Penalty: 4537.585938
	Iteration 78Q: 3 clusters Score -955736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -955743.625000 Penalty: 4537.585938
	Iteration 79Q: 3 clusters Score -955743.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -955752.437500 Penalty: 4537.585938
	Iteration 80F: 3 clusters Score -955752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -955758.937500 Penalty: 4537.585938
	Iteration 81Q: 3 clusters Score -955758.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -955761.312500 Penalty: 4537.585938
	Iteration 82Q: 3 clusters Score -955761.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -955767.000000 Penalty: 4537.585938
	Iteration 83Q: 3 clusters Score -955767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -955771.812500 Penalty: 4537.585938
	Iteration 84Q: 3 clusters Score -955771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -955775.437500 Penalty: 4537.585938
	Iteration 85Q: 3 clusters Score -955775.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -955778.375000 Penalty: 4537.585938
	Iteration 86Q: 3 clusters Score -955778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -955781.000000 Penalty: 4537.585938
	Iteration 87Q: 3 clusters Score -955781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -955787.937500 Penalty: 4537.585938
	Iteration 88Q: 3 clusters Score -955787.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -955792.187500 Penalty: 4537.585938
	Iteration 89Q: 3 clusters Score -955792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -955793.750000 Penalty: 4537.585938
	Iteration 90Q: 3 clusters Score -955793.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -955795.187500 Penalty: 4537.585938
	Iteration 91Q: 3 clusters Score -955795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -955800.687500 Penalty: 4537.585938
	Iteration 92Q: 3 clusters Score -955800.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -955804.687500 Penalty: 4537.585938
	Iteration 93Q: 3 clusters Score -955804.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -955806.000000 Penalty: 4537.585938
	Iteration 94Q: 3 clusters Score -955806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -955811.250000 Penalty: 4537.585938
	Iteration 95Q: 3 clusters Score -955811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -955813.937500 Penalty: 4537.585938
	Iteration 96Q: 3 clusters Score -955813.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -955821.937500 Penalty: 4537.585938
	Iteration 97Q: 3 clusters Score -955821.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -955824.250000 Penalty: 4537.585938
	Iteration 98Q: 3 clusters Score -955824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -955829.000000 Penalty: 4537.585938
	Iteration 99Q: 3 clusters Score -955829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -955842.937500 Penalty: 4537.585938
	Iteration 100F: 3 clusters Score -955842.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -955848.937500 Penalty: 4537.585938
	Iteration 101Q: 3 clusters Score -955848.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -955863.875000 Penalty: 4537.585938
	Iteration 102Q: 3 clusters Score -955863.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -955876.250000 Penalty: 4537.585938
	Iteration 103Q: 3 clusters Score -955876.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -955882.875000 Penalty: 4537.585938
	Iteration 104Q: 3 clusters Score -955882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -955897.750000 Penalty: 4537.585938
	Iteration 105Q: 3 clusters Score -955897.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -955914.375000 Penalty: 4537.585938
	Iteration 106Q: 3 clusters Score -955914.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -955923.000000 Penalty: 4537.585938
	Iteration 107Q: 3 clusters Score -955923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -955933.687500 Penalty: 4537.585938
	Iteration 108Q: 3 clusters Score -955933.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -955946.312500 Penalty: 4537.585938
	Iteration 109Q: 3 clusters Score -955946.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -955952.062500 Penalty: 4537.585938
	Iteration 110Q: 3 clusters Score -955952.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -955961.375000 Penalty: 4537.585938
	Iteration 111Q: 3 clusters Score -955961.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -955967.000000 Penalty: 4537.585938
	Iteration 112Q: 3 clusters Score -955967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -955971.750000 Penalty: 4537.585938
	Iteration 113Q: 3 clusters Score -955971.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -955974.125000 Penalty: 4537.585938
	Iteration 114Q: 3 clusters Score -955974.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -955980.687500 Penalty: 4537.585938
	Iteration 115Q: 3 clusters Score -955980.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -955987.500000 Penalty: 4537.585938
	Iteration 116Q: 3 clusters Score -955987.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -955990.375000 Penalty: 4537.585938
	Iteration 117Q: 3 clusters Score -955990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -955994.187500 Penalty: 4537.585938
	Iteration 118Q: 3 clusters Score -955994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -955998.750000 Penalty: 4537.585938
	Iteration 119Q: 3 clusters Score -955998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -956004.312500 Penalty: 4537.585938
	Iteration 120F: 3 clusters Score -956004.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -956008.937500 Penalty: 4537.585938
	Iteration 121Q: 3 clusters Score -956008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -956010.687500 Penalty: 4537.585938
	Iteration 122Q: 3 clusters Score -956010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -956015.312500 Penalty: 4537.585938
	Iteration 123Q: 3 clusters Score -956015.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -956017.812500 Penalty: 4537.585938
	Iteration 124Q: 3 clusters Score -956017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -956021.250000 Penalty: 4537.585938
	Iteration 125Q: 3 clusters Score -956021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -956022.250000 Penalty: 4537.585938
	Iteration 126Q: 3 clusters Score -956022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -956026.437500 Penalty: 4537.585938
	Iteration 127Q: 3 clusters Score -956026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -956029.312500 Penalty: 4537.585938
	Iteration 128Q: 3 clusters Score -956029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -956032.062500 Penalty: 4537.585938
	Iteration 129Q: 3 clusters Score -956032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -956034.562500 Penalty: 4537.585938
	Iteration 130Q: 3 clusters Score -956034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -956036.625000 Penalty: 4537.585938
	Iteration 131Q: 3 clusters Score -956036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -956036.687500 Penalty: 4537.585938
	Iteration 132Q: 3 clusters Score -956036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -956037.312500 Penalty: 4537.585938
	Iteration 133Q: 3 clusters Score -956037.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -956040.250000 Penalty: 4537.585938
	Iteration 134Q: 3 clusters Score -956040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -956043.875000 Penalty: 4537.585938
	Iteration 135Q: 3 clusters Score -956043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -956045.375000 Penalty: 4537.585938
	Iteration 136Q: 3 clusters Score -956045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -956047.062500 Penalty: 4537.585938
	Iteration 137Q: 3 clusters Score -956047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -956046.375000 Penalty: 4537.585938
	Iteration 138Q: 3 clusters Score -956046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -956049.000000 Penalty: 4537.585938
	Iteration 139Q: 3 clusters Score -956049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -956050.437500 Penalty: 4537.585938
	Iteration 140F: 3 clusters Score -956050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -956054.062500 Penalty: 4537.585938
	Iteration 141Q: 3 clusters Score -956054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -956054.312500 Penalty: 4537.585938
	Iteration 142Q: 3 clusters Score -956054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -956054.000000 Penalty: 4537.585938
	Iteration 143Q: 3 clusters Score -956054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -956058.500000 Penalty: 4537.585938
	Iteration 144Q: 3 clusters Score -956058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -956061.500000 Penalty: 4537.585938
	Iteration 145Q: 3 clusters Score -956061.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -956068.875000 Penalty: 4537.585938
	Iteration 146Q: 3 clusters Score -956068.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -956079.812500 Penalty: 4537.585938
	Iteration 147Q: 3 clusters Score -956079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -956083.312500 Penalty: 4537.585938
	Iteration 148Q: 3 clusters Score -956083.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -956088.250000 Penalty: 4537.585938
	Iteration 149Q: 3 clusters Score -956088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -956090.000000 Penalty: 4537.585938
	Iteration 150Q: 3 clusters Score -956090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -956093.687500 Penalty: 4537.585938
	Iteration 151Q: 3 clusters Score -956093.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -956100.562500 Penalty: 4537.585938
	Iteration 152Q: 3 clusters Score -956100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -956099.312500 Penalty: 4537.585938
	Iteration 153Q: 3 clusters Score -956099.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -956107.062500 Penalty: 4537.585938
	Iteration 154Q: 3 clusters Score -956107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -956110.750000 Penalty: 4537.585938
	Iteration 155Q: 3 clusters Score -956110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -956113.937500 Penalty: 4537.585938
	Iteration 156Q: 3 clusters Score -956113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -956115.750000 Penalty: 4537.585938
	Iteration 157Q: 3 clusters Score -956115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -956114.562500 Penalty: 4537.585938
	Iteration 158Q: 3 clusters Score -956114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -956116.625000 Penalty: 4537.585938
	Iteration 159Q: 3 clusters Score -956116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -956118.437500 Penalty: 4537.585938
	Iteration 160F: 3 clusters Score -956118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -956119.875000 Penalty: 4537.585938
	Iteration 161Q: 3 clusters Score -956119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -956119.937500 Penalty: 4537.585938
	Iteration 162Q: 3 clusters Score -956119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -956119.937500 Penalty: 4537.585938
	Iteration 163F: 3 clusters Score -956119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Entering Unmasked Estep 
Score: -1436843.750000 Penalty: 2389.371338
	Iteration 0F: 2 clusters Score -1436844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1425757.875000 Penalty: 4778.742676
	Iteration 0F: 3 clusters Score -1425758 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1429403.875000 Penalty: 4778.742676
	Iteration 1F: 3 clusters Score -1429404 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1429953.125000 Penalty: 4778.742676
	Iteration 2F: 3 clusters Score -1429953 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1430494.000000 Penalty: 4778.742676
	Iteration 3F: 3 clusters Score -1430494 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1431128.125000 Penalty: 4778.742676
	Iteration 4F: 3 clusters Score -1431128 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1431742.250000 Penalty: 4778.742676
	Iteration 5F: 3 clusters Score -1431742 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1432316.375000 Penalty: 4778.742676
	Iteration 6F: 3 clusters Score -1432316 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1432851.750000 Penalty: 4778.742676
	Iteration 7F: 3 clusters Score -1432852 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1433313.000000 Penalty: 4778.742676
	Iteration 8Q: 3 clusters Score -1433313 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1433721.125000 Penalty: 4778.742676
	Iteration 9Q: 3 clusters Score -1433721 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1433982.250000 Penalty: 4778.742676
	Iteration 10Q: 3 clusters Score -1433982 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1434125.625000 Penalty: 4778.742676
	Iteration 11Q: 3 clusters Score -1434126 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1434218.375000 Penalty: 4778.742676
	Iteration 12Q: 3 clusters Score -1434218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1434297.750000 Penalty: 4778.742676
	Iteration 13Q: 3 clusters Score -1434298 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1434361.750000 Penalty: 4778.742676
	Iteration 14Q: 3 clusters Score -1434362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1434426.875000 Penalty: 4778.742676
	Iteration 15Q: 3 clusters Score -1434427 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1434494.500000 Penalty: 4778.742676
	Iteration 16Q: 3 clusters Score -1434494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1434587.500000 Penalty: 4778.742676
	Iteration 17Q: 3 clusters Score -1434588 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1434687.875000 Penalty: 4778.742676
	Iteration 18Q: 3 clusters Score -1434688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1434781.625000 Penalty: 4778.742676
	Iteration 19Q: 3 clusters Score -1434782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1434896.375000 Penalty: 4778.742676
	Iteration 20F: 3 clusters Score -1434896 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1434990.875000 Penalty: 4778.742676
	Iteration 21Q: 3 clusters Score -1434991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1435082.000000 Penalty: 4778.742676
	Iteration 22Q: 3 clusters Score -1435082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1435144.000000 Penalty: 4778.742676
	Iteration 23Q: 3 clusters Score -1435144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1435193.250000 Penalty: 4778.742676
	Iteration 24Q: 3 clusters Score -1435193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1435225.250000 Penalty: 4778.742676
	Iteration 25Q: 3 clusters Score -1435225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1435247.625000 Penalty: 4778.742676
	Iteration 26Q: 3 clusters Score -1435248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1435265.500000 Penalty: 4778.742676
	Iteration 27Q: 3 clusters Score -1435266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1435285.125000 Penalty: 4778.742676
	Iteration 28Q: 3 clusters Score -1435285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1435301.750000 Penalty: 4778.742676
	Iteration 29Q: 3 clusters Score -1435302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1435316.375000 Penalty: 4778.742676
	Iteration 30Q: 3 clusters Score -1435316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1435329.500000 Penalty: 4778.742676
	Iteration 31Q: 3 clusters Score -1435330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1435337.125000 Penalty: 4778.742676
	Iteration 32Q: 3 clusters Score -1435337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1435350.250000 Penalty: 4778.742676
	Iteration 33Q: 3 clusters Score -1435350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1435352.625000 Penalty: 4778.742676
	Iteration 34Q: 3 clusters Score -1435353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1435360.625000 Penalty: 4778.742676
	Iteration 35Q: 3 clusters Score -1435361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1435366.875000 Penalty: 4778.742676
	Iteration 36Q: 3 clusters Score -1435367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1435367.625000 Penalty: 4778.742676
	Iteration 37Q: 3 clusters Score -1435368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1435369.875000 Penalty: 4778.742676
	Iteration 38Q: 3 clusters Score -1435370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1435377.750000 Penalty: 4778.742676
	Iteration 39Q: 3 clusters Score -1435378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1435380.750000 Penalty: 4778.742676
	Iteration 40F: 3 clusters Score -1435381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1435381.500000 Penalty: 4778.742676
	Iteration 41Q: 3 clusters Score -1435382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1435384.625000 Penalty: 4778.742676
	Iteration 42Q: 3 clusters Score -1435385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1435382.625000 Penalty: 4778.742676
	Iteration 43Q: 3 clusters Score -1435383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1435383.875000 Penalty: 4778.742676
	Iteration 44Q: 3 clusters Score -1435384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1435386.750000 Penalty: 4778.742676
	Iteration 45Q: 3 clusters Score -1435387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1435387.125000 Penalty: 4778.742676
	Iteration 46Q: 3 clusters Score -1435387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1435385.500000 Penalty: 4778.742676
	Iteration 47Q: 3 clusters Score -1435386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1435385.750000 Penalty: 4778.742676
	Iteration 48Q: 3 clusters Score -1435386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1435386.500000 Penalty: 4778.742676
	Iteration 49Q: 3 clusters Score -1435386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1435386.625000 Penalty: 4778.742676
	Iteration 50Q: 3 clusters Score -1435387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1435386.000000 Penalty: 4778.742676
	Iteration 51Q: 3 clusters Score -1435386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1435387.000000 Penalty: 4778.742676
	Iteration 52Q: 3 clusters Score -1435387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1435386.625000 Penalty: 4778.742676
	Iteration 53Q: 3 clusters Score -1435387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1435387.500000 Penalty: 4778.742676
	Iteration 54Q: 3 clusters Score -1435388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1435390.500000 Penalty: 4778.742676
	Iteration 55Q: 3 clusters Score -1435390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1435392.625000 Penalty: 4778.742676
	Iteration 56Q: 3 clusters Score -1435393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1435396.000000 Penalty: 4778.742676
	Iteration 57Q: 3 clusters Score -1435396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1435397.750000 Penalty: 4778.742676
	Iteration 58Q: 3 clusters Score -1435398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1435396.000000 Penalty: 4778.742676
	Iteration 59Q: 3 clusters Score -1435396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1435398.375000 Penalty: 4778.742676
	Iteration 60F: 3 clusters Score -1435398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1435400.250000 Penalty: 4778.742676
	Iteration 61Q: 3 clusters Score -1435400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1435402.125000 Penalty: 4778.742676
	Iteration 62Q: 3 clusters Score -1435402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1435402.125000 Penalty: 4778.742676
	Iteration 63F: 3 clusters Score -1435402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Entering Unmasked Estep 
Score: -3774560.250000 Penalty: 2618.718262
	Iteration 0F: 2 clusters Score -3774560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3748428.500000 Penalty: 5237.436523
	Iteration 0F: 3 clusters Score -3748428 nChanged 17658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3758648.750000 Penalty: 5237.436523
	Iteration 1F: 3 clusters Score -3758649 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3759951.250000 Penalty: 5237.436523
	Iteration 2F: 3 clusters Score -3759951 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3761945.250000 Penalty: 5237.436523
	Iteration 3F: 3 clusters Score -3761945 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3764438.500000 Penalty: 5237.436523
	Iteration 4F: 3 clusters Score -3764438 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3767018.750000 Penalty: 5237.436523
	Iteration 5F: 3 clusters Score -3767019 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3769286.250000 Penalty: 5237.436523
	Iteration 6F: 3 clusters Score -3769286 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3770749.250000 Penalty: 5237.436523
	Iteration 7F: 3 clusters Score -3770749 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3771590.500000 Penalty: 5237.436523
	Iteration 8Q: 3 clusters Score -3771590 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3772108.000000 Penalty: 5237.436523
	Iteration 9Q: 3 clusters Score -3772108 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3772394.750000 Penalty: 5237.436523
	Iteration 10Q: 3 clusters Score -3772395 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3772611.500000 Penalty: 5237.436523
	Iteration 11Q: 3 clusters Score -3772612 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3772790.250000 Penalty: 5237.436523
	Iteration 12Q: 3 clusters Score -3772790 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3772936.500000 Penalty: 5237.436523
	Iteration 13Q: 3 clusters Score -3772936 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3773076.750000 Penalty: 5237.436523
	Iteration 14Q: 3 clusters Score -3773077 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3773197.500000 Penalty: 5237.436523
	Iteration 15Q: 3 clusters Score -3773198 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3773320.500000 Penalty: 5237.436523
	Iteration 16Q: 3 clusters Score -3773320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3773409.000000 Penalty: 5237.436523
	Iteration 17Q: 3 clusters Score -3773409 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3773500.750000 Penalty: 5237.436523
	Iteration 18Q: 3 clusters Score -3773501 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3773571.750000 Penalty: 5237.436523
	Iteration 19Q: 3 clusters Score -3773572 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3773623.000000 Penalty: 5237.436523
	Iteration 20F: 3 clusters Score -3773623 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3773686.250000 Penalty: 5237.436523
	Iteration 21Q: 3 clusters Score -3773686 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3773741.000000 Penalty: 5237.436523
	Iteration 22Q: 3 clusters Score -3773741 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3773779.750000 Penalty: 5237.436523
	Iteration 23Q: 3 clusters Score -3773780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3773824.000000 Penalty: 5237.436523
	Iteration 24Q: 3 clusters Score -3773824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3773861.500000 Penalty: 5237.436523
	Iteration 25Q: 3 clusters Score -3773862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3773894.750000 Penalty: 5237.436523
	Iteration 26Q: 3 clusters Score -3773895 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3773924.500000 Penalty: 5237.436523
	Iteration 27Q: 3 clusters Score -3773924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3773964.750000 Penalty: 5237.436523
	Iteration 28Q: 3 clusters Score -3773965 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3773986.250000 Penalty: 5237.436523
	Iteration 29Q: 3 clusters Score -3773986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3774005.500000 Penalty: 5237.436523
	Iteration 30Q: 3 clusters Score -3774006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3774009.500000 Penalty: 5237.436523
	Iteration 31Q: 3 clusters Score -3774010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3774021.750000 Penalty: 5237.436523
	Iteration 32Q: 3 clusters Score -3774022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3774025.000000 Penalty: 5237.436523
	Iteration 33Q: 3 clusters Score -3774025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3774026.750000 Penalty: 5237.436523
	Iteration 34Q: 3 clusters Score -3774027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3774043.500000 Penalty: 5237.436523
	Iteration 35Q: 3 clusters Score -3774044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3774052.750000 Penalty: 5237.436523
	Iteration 36Q: 3 clusters Score -3774053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3774059.000000 Penalty: 5237.436523
	Iteration 37Q: 3 clusters Score -3774059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3774070.500000 Penalty: 5237.436523
	Iteration 38Q: 3 clusters Score -3774070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3774074.500000 Penalty: 5237.436523
	Iteration 39Q: 3 clusters Score -3774074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3774080.000000 Penalty: 5237.436523
	Iteration 40F: 3 clusters Score -3774080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3774084.500000 Penalty: 5237.436523
	Iteration 41Q: 3 clusters Score -3774084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3774093.000000 Penalty: 5237.436523
	Iteration 42Q: 3 clusters Score -3774093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3774093.250000 Penalty: 5237.436523
	Iteration 43Q: 3 clusters Score -3774093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3774102.000000 Penalty: 5237.436523
	Iteration 44Q: 3 clusters Score -3774102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3774100.250000 Penalty: 5237.436523
	Iteration 45Q: 3 clusters Score -3774100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3774116.500000 Penalty: 5237.436523
	Iteration 46Q: 3 clusters Score -3774116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3774124.250000 Penalty: 5237.436523
	Iteration 47Q: 3 clusters Score -3774124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3774138.500000 Penalty: 5237.436523
	Iteration 48Q: 3 clusters Score -3774138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3774136.000000 Penalty: 5237.436523
	Iteration 49Q: 3 clusters Score -3774136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3774148.000000 Penalty: 5237.436523
	Iteration 50Q: 3 clusters Score -3774148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3774138.250000 Penalty: 5237.436523
	Iteration 51Q: 3 clusters Score -3774138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3774142.750000 Penalty: 5237.436523
	Iteration 52Q: 3 clusters Score -3774143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3774142.750000 Penalty: 5237.436523
	Iteration 53Q: 3 clusters Score -3774143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3774148.500000 Penalty: 5237.436523
	Iteration 54Q: 3 clusters Score -3774148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3774152.750000 Penalty: 5237.436523
	Iteration 55Q: 3 clusters Score -3774153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3774160.750000 Penalty: 5237.436523
	Iteration 56Q: 3 clusters Score -3774161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3774164.750000 Penalty: 5237.436523
	Iteration 57Q: 3 clusters Score -3774165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3774163.000000 Penalty: 5237.436523
	Iteration 58Q: 3 clusters Score -3774163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3774163.750000 Penalty: 5237.436523
	Iteration 59Q: 3 clusters Score -3774164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3774168.250000 Penalty: 5237.436523
	Iteration 60F: 3 clusters Score -3774168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3774163.750000 Penalty: 5237.436523
	Iteration 61Q: 3 clusters Score -3774164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3774169.500000 Penalty: 5237.436523
	Iteration 62Q: 3 clusters Score -3774170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3774165.250000 Penalty: 5237.436523
	Iteration 63Q: 3 clusters Score -3774165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3774172.750000 Penalty: 5237.436523
	Iteration 64Q: 3 clusters Score -3774173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3774175.750000 Penalty: 5237.436523
	Iteration 65Q: 3 clusters Score -3774176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3774178.750000 Penalty: 5237.436523
	Iteration 66Q: 3 clusters Score -3774179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3774176.750000 Penalty: 5237.436523
	Iteration 67Q: 3 clusters Score -3774177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3774177.500000 Penalty: 5237.436523
	Iteration 68Q: 3 clusters Score -3774178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3774177.000000 Penalty: 5237.436523
	Iteration 69Q: 3 clusters Score -3774177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3774179.250000 Penalty: 5237.436523
	Iteration 70Q: 3 clusters Score -3774179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3774177.250000 Penalty: 5237.436523
	Iteration 71Q: 3 clusters Score -3774177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3774177.250000 Penalty: 5237.436523
	Iteration 72F: 3 clusters Score -3774177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Entering Unmasked Estep 
Score: -1114760.000000 Penalty: 2339.523926
	Iteration 0F: 2 clusters Score -1114760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1105454.875000 Penalty: 4679.047852
	Iteration 0F: 3 clusters Score -1105455 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1108507.500000 Penalty: 4679.047852
	Iteration 1F: 3 clusters Score -1108508 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1108890.625000 Penalty: 4679.047852
	Iteration 2F: 3 clusters Score -1108891 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1109164.875000 Penalty: 4679.047852
	Iteration 3F: 3 clusters Score -1109165 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1109375.500000 Penalty: 4679.047852
	Iteration 4Q: 3 clusters Score -1109376 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1109562.000000 Penalty: 4679.047852
	Iteration 5Q: 3 clusters Score -1109562 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1109745.500000 Penalty: 4679.047852
	Iteration 6Q: 3 clusters Score -1109746 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1109966.125000 Penalty: 4679.047852
	Iteration 7Q: 3 clusters Score -1109966 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1110189.125000 Penalty: 4679.047852
	Iteration 8Q: 3 clusters Score -1110189 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1110434.250000 Penalty: 4679.047852
	Iteration 9Q: 3 clusters Score -1110434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1110693.750000 Penalty: 4679.047852
	Iteration 10Q: 3 clusters Score -1110694 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1110961.125000 Penalty: 4679.047852
	Iteration 11Q: 3 clusters Score -1110961 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1111216.500000 Penalty: 4679.047852
	Iteration 12Q: 3 clusters Score -1111216 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1111483.000000 Penalty: 4679.047852
	Iteration 13Q: 3 clusters Score -1111483 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1111740.500000 Penalty: 4679.047852
	Iteration 14Q: 3 clusters Score -1111740 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1111990.875000 Penalty: 4679.047852
	Iteration 15Q: 3 clusters Score -1111991 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1112155.625000 Penalty: 4679.047852
	Iteration 16Q: 3 clusters Score -1112156 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1112293.875000 Penalty: 4679.047852
	Iteration 17Q: 3 clusters Score -1112294 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1112427.000000 Penalty: 4679.047852
	Iteration 18Q: 3 clusters Score -1112427 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1112529.625000 Penalty: 4679.047852
	Iteration 19Q: 3 clusters Score -1112530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1112604.500000 Penalty: 4679.047852
	Iteration 20F: 3 clusters Score -1112604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1112664.875000 Penalty: 4679.047852
	Iteration 21Q: 3 clusters Score -1112665 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1112716.000000 Penalty: 4679.047852
	Iteration 22Q: 3 clusters Score -1112716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1112753.625000 Penalty: 4679.047852
	Iteration 23Q: 3 clusters Score -1112754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1112785.750000 Penalty: 4679.047852
	Iteration 24Q: 3 clusters Score -1112786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1112811.375000 Penalty: 4679.047852
	Iteration 25Q: 3 clusters Score -1112811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1112833.625000 Penalty: 4679.047852
	Iteration 26Q: 3 clusters Score -1112834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1112847.750000 Penalty: 4679.047852
	Iteration 27Q: 3 clusters Score -1112848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1112858.875000 Penalty: 4679.047852
	Iteration 28Q: 3 clusters Score -1112859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1112863.750000 Penalty: 4679.047852
	Iteration 29Q: 3 clusters Score -1112864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1112873.250000 Penalty: 4679.047852
	Iteration 30Q: 3 clusters Score -1112873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1112880.500000 Penalty: 4679.047852
	Iteration 31Q: 3 clusters Score -1112880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1112886.875000 Penalty: 4679.047852
	Iteration 32Q: 3 clusters Score -1112887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1112900.750000 Penalty: 4679.047852
	Iteration 33Q: 3 clusters Score -1112901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1112912.500000 Penalty: 4679.047852
	Iteration 34Q: 3 clusters Score -1112912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1112923.625000 Penalty: 4679.047852
	Iteration 35Q: 3 clusters Score -1112924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1112937.000000 Penalty: 4679.047852
	Iteration 36Q: 3 clusters Score -1112937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1112943.750000 Penalty: 4679.047852
	Iteration 37Q: 3 clusters Score -1112944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1112958.750000 Penalty: 4679.047852
	Iteration 38Q: 3 clusters Score -1112959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1112963.750000 Penalty: 4679.047852
	Iteration 39Q: 3 clusters Score -1112964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1112971.500000 Penalty: 4679.047852
	Iteration 40F: 3 clusters Score -1112972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1112976.250000 Penalty: 4679.047852
	Iteration 41Q: 3 clusters Score -1112976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1112978.125000 Penalty: 4679.047852
	Iteration 42Q: 3 clusters Score -1112978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1112980.000000 Penalty: 4679.047852
	Iteration 43Q: 3 clusters Score -1112980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1112982.375000 Penalty: 4679.047852
	Iteration 44Q: 3 clusters Score -1112982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1112984.875000 Penalty: 4679.047852
	Iteration 45Q: 3 clusters Score -1112985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1112987.125000 Penalty: 4679.047852
	Iteration 46Q: 3 clusters Score -1112987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1112992.375000 Penalty: 4679.047852
	Iteration 47Q: 3 clusters Score -1112992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1112991.500000 Penalty: 4679.047852
	Iteration 48Q: 3 clusters Score -1112992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1112994.000000 Penalty: 4679.047852
	Iteration 49Q: 3 clusters Score -1112994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1112994.000000 Penalty: 4679.047852
	Iteration 50Q: 3 clusters Score -1112994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1112997.000000 Penalty: 4679.047852
	Iteration 51Q: 3 clusters Score -1112997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1112998.625000 Penalty: 4679.047852
	Iteration 52Q: 3 clusters Score -1112999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1112999.125000 Penalty: 4679.047852
	Iteration 53Q: 3 clusters Score -1112999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1113000.000000 Penalty: 4679.047852
	Iteration 54Q: 3 clusters Score -1113000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1113002.250000 Penalty: 4679.047852
	Iteration 55Q: 3 clusters Score -1113002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1113002.375000 Penalty: 4679.047852
	Iteration 56Q: 3 clusters Score -1113002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1113003.375000 Penalty: 4679.047852
	Iteration 57Q: 3 clusters Score -1113003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1113006.625000 Penalty: 4679.047852
	Iteration 58Q: 3 clusters Score -1113007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1113006.000000 Penalty: 4679.047852
	Iteration 59Q: 3 clusters Score -1113006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1113008.000000 Penalty: 4679.047852
	Iteration 60F: 3 clusters Score -1113008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1113007.250000 Penalty: 4679.047852
	Iteration 61Q: 3 clusters Score -1113007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1113006.750000 Penalty: 4679.047852
	Iteration 62Q: 3 clusters Score -1113007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1113008.625000 Penalty: 4679.047852
	Iteration 63Q: 3 clusters Score -1113009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1113010.375000 Penalty: 4679.047852
	Iteration 64Q: 3 clusters Score -1113010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1113010.500000 Penalty: 4679.047852
	Iteration 65Q: 3 clusters Score -1113010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1113011.125000 Penalty: 4679.047852
	Iteration 66Q: 3 clusters Score -1113011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1113012.500000 Penalty: 4679.047852
	Iteration 67Q: 3 clusters Score -1113012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1113018.125000 Penalty: 4679.047852
	Iteration 68Q: 3 clusters Score -1113018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1113017.875000 Penalty: 4679.047852
	Iteration 69Q: 3 clusters Score -1113018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1113015.625000 Penalty: 4679.047852
	Iteration 70Q: 3 clusters Score -1113016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1113015.625000 Penalty: 4679.047852
	Iteration 71F: 3 clusters Score -1113016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -376288.687500 Penalty: 2069.437256
	Iteration 0F: 2 clusters Score -376288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -372342.468750 Penalty: 4138.874512
	Iteration 0F: 3 clusters Score -372342.5 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -373497.656250 Penalty: 4138.874512
	Iteration 1F: 3 clusters Score -373497.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -373895.875000 Penalty: 4138.874512
	Iteration 2F: 3 clusters Score -373895.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -374303.468750 Penalty: 4138.874512
	Iteration 3F: 3 clusters Score -374303.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -374704.593750 Penalty: 4138.874512
	Iteration 4F: 3 clusters Score -374704.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -375121.906250 Penalty: 4138.874512
	Iteration 5F: 3 clusters Score -375121.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -375508.562500 Penalty: 4138.874512
	Iteration 6F: 3 clusters Score -375508.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -375747.562500 Penalty: 4138.874512
	Iteration 7Q: 3 clusters Score -375747.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -375977.156250 Penalty: 4138.874512
	Iteration 8Q: 3 clusters Score -375977.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -376146.593750 Penalty: 4138.874512
	Iteration 9Q: 3 clusters Score -376146.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -376250.250000 Penalty: 4138.874512
	Iteration 10Q: 3 clusters Score -376250.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -376314.718750 Penalty: 4138.874512
	Iteration 11Q: 3 clusters Score -376314.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -376346.718750 Penalty: 4138.874512
	Iteration 12Q: 3 clusters Score -376346.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -376360.937500 Penalty: 4138.874512
	Iteration 13Q: 3 clusters Score -376360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -376366.375000 Penalty: 4138.874512
	Iteration 14Q: 3 clusters Score -376366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -376369.718750 Penalty: 4138.874512
	Iteration 15Q: 3 clusters Score -376369.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -376373.531250 Penalty: 4138.874512
	Iteration 16Q: 3 clusters Score -376373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -376375.843750 Penalty: 4138.874512
	Iteration 17Q: 3 clusters Score -376375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -376377.468750 Penalty: 4138.874512
	Iteration 18Q: 3 clusters Score -376377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -376378.750000 Penalty: 4138.874512
	Iteration 19Q: 3 clusters Score -376378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -376381.281250 Penalty: 4138.874512
	Iteration 20F: 3 clusters Score -376381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -376384.281250 Penalty: 4138.874512
	Iteration 21Q: 3 clusters Score -376384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -376385.968750 Penalty: 4138.874512
	Iteration 22Q: 3 clusters Score -376386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -376388.593750 Penalty: 4138.874512
	Iteration 23Q: 3 clusters Score -376388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -376389.343750 Penalty: 4138.874512
	Iteration 24Q: 3 clusters Score -376389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -376390.031250 Penalty: 4138.874512
	Iteration 25Q: 3 clusters Score -376390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -376392.906250 Penalty: 4138.874512
	Iteration 26Q: 3 clusters Score -376392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -376393.312500 Penalty: 4138.874512
	Iteration 27Q: 3 clusters Score -376393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -376394.093750 Penalty: 4138.874512
	Iteration 28Q: 3 clusters Score -376394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -376394.093750 Penalty: 4138.874512
	Iteration 29F: 3 clusters Score -376394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Mstep: Class 45 contains 2817 members 
Mstep: Class 46 contains 2766 members 
Entering Unmasked Estep 
Score: -58914832.000000 Penalty: 152269.187500
Splitting cluster 20 changes total score from -58909644.000000 to -58914832.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 21 (65658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Entering Unmasked Estep 
Score: -6586542.500000 Penalty: 2750.869141
	Iteration 0F: 2 clusters Score -6586542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -6542648.500000 Penalty: 5501.738281
	Iteration 0F: 3 clusters Score -6542648 nChanged 30689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -6560129.500000 Penalty: 5501.738281
	Iteration 1F: 3 clusters Score -6560130 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6561286.000000 Penalty: 5501.738281
	Iteration 2Q: 3 clusters Score -6561286 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -6563085.000000 Penalty: 5501.738281
	Iteration 3F: 3 clusters Score -6563085 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -6565490.000000 Penalty: 5501.738281
	Iteration 4F: 3 clusters Score -6565490 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6568456.500000 Penalty: 5501.738281
	Iteration 5F: 3 clusters Score -6568456 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -6571597.000000 Penalty: 5501.738281
	Iteration 6F: 3 clusters Score -6571597 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -6574008.500000 Penalty: 5501.738281
	Iteration 7F: 3 clusters Score -6574008 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6575681.500000 Penalty: 5501.738281
	Iteration 8F: 3 clusters Score -6575682 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -6576867.000000 Penalty: 5501.738281
	Iteration 9Q: 3 clusters Score -6576867 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -6577696.000000 Penalty: 5501.738281
	Iteration 10Q: 3 clusters Score -6577696 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -6578322.500000 Penalty: 5501.738281
	Iteration 11Q: 3 clusters Score -6578322 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -6578896.500000 Penalty: 5501.738281
	Iteration 12Q: 3 clusters Score -6578896 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6579355.000000 Penalty: 5501.738281
	Iteration 13Q: 3 clusters Score -6579355 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -6579669.000000 Penalty: 5501.738281
	Iteration 14Q: 3 clusters Score -6579669 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -6579863.000000 Penalty: 5501.738281
	Iteration 15Q: 3 clusters Score -6579863 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -6580016.000000 Penalty: 5501.738281
	Iteration 16Q: 3 clusters Score -6580016 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -6580130.500000 Penalty: 5501.738281
	Iteration 17Q: 3 clusters Score -6580130 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -6580201.000000 Penalty: 5501.738281
	Iteration 18Q: 3 clusters Score -6580201 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -6580222.000000 Penalty: 5501.738281
	Iteration 19Q: 3 clusters Score -6580222 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -6580264.500000 Penalty: 5501.738281
	Iteration 20F: 3 clusters Score -6580264 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -6580290.000000 Penalty: 5501.738281
	Iteration 21Q: 3 clusters Score -6580290 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -6580304.000000 Penalty: 5501.738281
	Iteration 22Q: 3 clusters Score -6580304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -6580296.000000 Penalty: 5501.738281
	Iteration 23Q: 3 clusters Score -6580296 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -6580299.500000 Penalty: 5501.738281
	Iteration 24Q: 3 clusters Score -6580300 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6580312.500000 Penalty: 5501.738281
	Iteration 25Q: 3 clusters Score -6580312 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -6580335.000000 Penalty: 5501.738281
	Iteration 26Q: 3 clusters Score -6580335 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -6580352.500000 Penalty: 5501.738281
	Iteration 27Q: 3 clusters Score -6580352 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6580384.000000 Penalty: 5501.738281
	Iteration 28Q: 3 clusters Score -6580384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -6580404.000000 Penalty: 5501.738281
	Iteration 29Q: 3 clusters Score -6580404 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -6580442.000000 Penalty: 5501.738281
	Iteration 30Q: 3 clusters Score -6580442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -6580458.000000 Penalty: 5501.738281
	Iteration 31Q: 3 clusters Score -6580458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6580452.000000 Penalty: 5501.738281
	Iteration 32Q: 3 clusters Score -6580452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -6580453.000000 Penalty: 5501.738281
	Iteration 33Q: 3 clusters Score -6580453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -6580473.000000 Penalty: 5501.738281
	Iteration 34Q: 3 clusters Score -6580473 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -6580477.000000 Penalty: 5501.738281
	Iteration 35Q: 3 clusters Score -6580477 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6580480.500000 Penalty: 5501.738281
	Iteration 36Q: 3 clusters Score -6580480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -6580501.500000 Penalty: 5501.738281
	Iteration 37Q: 3 clusters Score -6580502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -6580520.000000 Penalty: 5501.738281
	Iteration 38Q: 3 clusters Score -6580520 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -6580536.500000 Penalty: 5501.738281
	Iteration 39Q: 3 clusters Score -6580536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -6580526.500000 Penalty: 5501.738281
	Iteration 40F: 3 clusters Score -6580526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -6580523.000000 Penalty: 5501.738281
	Iteration 41Q: 3 clusters Score -6580523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -6580544.000000 Penalty: 5501.738281
	Iteration 42Q: 3 clusters Score -6580544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -6580560.500000 Penalty: 5501.738281
	Iteration 43Q: 3 clusters Score -6580560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -6580560.000000 Penalty: 5501.738281
	Iteration 44Q: 3 clusters Score -6580560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -6580550.000000 Penalty: 5501.738281
	Iteration 45Q: 3 clusters Score -6580550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6580551.000000 Penalty: 5501.738281
	Iteration 46Q: 3 clusters Score -6580551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6580573.500000 Penalty: 5501.738281
	Iteration 47Q: 3 clusters Score -6580574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6580584.500000 Penalty: 5501.738281
	Iteration 48Q: 3 clusters Score -6580584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6580574.000000 Penalty: 5501.738281
	Iteration 49Q: 3 clusters Score -6580574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -6580584.500000 Penalty: 5501.738281
	Iteration 50Q: 3 clusters Score -6580584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6580596.000000 Penalty: 5501.738281
	Iteration 51Q: 3 clusters Score -6580596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -6580596.000000 Penalty: 5501.738281
	Iteration 52Q: 3 clusters Score -6580596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6580640.500000 Penalty: 5501.738281
	Iteration 53Q: 3 clusters Score -6580640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6580646.500000 Penalty: 5501.738281
	Iteration 54Q: 3 clusters Score -6580646 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6580661.500000 Penalty: 5501.738281
	Iteration 55Q: 3 clusters Score -6580662 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6580657.500000 Penalty: 5501.738281
	Iteration 56Q: 3 clusters Score -6580658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -6580684.000000 Penalty: 5501.738281
	Iteration 57Q: 3 clusters Score -6580684 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6580692.000000 Penalty: 5501.738281
	Iteration 58Q: 3 clusters Score -6580692 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6580726.000000 Penalty: 5501.738281
	Iteration 59Q: 3 clusters Score -6580726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6580723.000000 Penalty: 5501.738281
	Iteration 60F: 3 clusters Score -6580723 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -6580723.500000 Penalty: 5501.738281
	Iteration 61Q: 3 clusters Score -6580724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -6580741.500000 Penalty: 5501.738281
	Iteration 62Q: 3 clusters Score -6580742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6580754.500000 Penalty: 5501.738281
	Iteration 63Q: 3 clusters Score -6580754 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -6580770.500000 Penalty: 5501.738281
	Iteration 64Q: 3 clusters Score -6580770 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6580795.500000 Penalty: 5501.738281
	Iteration 65Q: 3 clusters Score -6580796 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -6580790.500000 Penalty: 5501.738281
	Iteration 66Q: 3 clusters Score -6580790 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -6580797.000000 Penalty: 5501.738281
	Iteration 67Q: 3 clusters Score -6580797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -6580812.500000 Penalty: 5501.738281
	Iteration 68Q: 3 clusters Score -6580812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6580836.000000 Penalty: 5501.738281
	Iteration 69Q: 3 clusters Score -6580836 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6580863.500000 Penalty: 5501.738281
	Iteration 70Q: 3 clusters Score -6580864 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -6580891.500000 Penalty: 5501.738281
	Iteration 71Q: 3 clusters Score -6580892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -6580913.500000 Penalty: 5501.738281
	Iteration 72Q: 3 clusters Score -6580914 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6580945.500000 Penalty: 5501.738281
	Iteration 73Q: 3 clusters Score -6580946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -6580974.000000 Penalty: 5501.738281
	Iteration 74Q: 3 clusters Score -6580974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6580990.000000 Penalty: 5501.738281
	Iteration 75Q: 3 clusters Score -6580990 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6581020.500000 Penalty: 5501.738281
	Iteration 76Q: 3 clusters Score -6581020 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6581069.500000 Penalty: 5501.738281
	Iteration 77Q: 3 clusters Score -6581070 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -6581095.000000 Penalty: 5501.738281
	Iteration 78Q: 3 clusters Score -6581095 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6581133.500000 Penalty: 5501.738281
	Iteration 79Q: 3 clusters Score -6581134 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -6581183.000000 Penalty: 5501.738281
	Iteration 80F: 3 clusters Score -6581183 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -6581236.000000 Penalty: 5501.738281
	Iteration 81Q: 3 clusters Score -6581236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -6581277.000000 Penalty: 5501.738281
	Iteration 82Q: 3 clusters Score -6581277 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6581335.000000 Penalty: 5501.738281
	Iteration 83Q: 3 clusters Score -6581335 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -6581353.000000 Penalty: 5501.738281
	Iteration 84Q: 3 clusters Score -6581353 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -6581425.500000 Penalty: 5501.738281
	Iteration 85Q: 3 clusters Score -6581426 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -6581505.500000 Penalty: 5501.738281
	Iteration 86Q: 3 clusters Score -6581506 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -6581572.000000 Penalty: 5501.738281
	Iteration 87Q: 3 clusters Score -6581572 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6581657.000000 Penalty: 5501.738281
	Iteration 88Q: 3 clusters Score -6581657 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6581712.000000 Penalty: 5501.738281
	Iteration 89Q: 3 clusters Score -6581712 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -6581749.000000 Penalty: 5501.738281
	Iteration 90Q: 3 clusters Score -6581749 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -6581802.000000 Penalty: 5501.738281
	Iteration 91Q: 3 clusters Score -6581802 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -6581890.000000 Penalty: 5501.738281
	Iteration 92Q: 3 clusters Score -6581890 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -6581989.500000 Penalty: 5501.738281
	Iteration 93Q: 3 clusters Score -6581990 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6582043.000000 Penalty: 5501.738281
	Iteration 94Q: 3 clusters Score -6582043 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -6582058.500000 Penalty: 5501.738281
	Iteration 95Q: 3 clusters Score -6582058 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -6582174.500000 Penalty: 5501.738281
	Iteration 96Q: 3 clusters Score -6582174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -6582246.000000 Penalty: 5501.738281
	Iteration 97Q: 3 clusters Score -6582246 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -6582343.500000 Penalty: 5501.738281
	Iteration 98Q: 3 clusters Score -6582344 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -6582442.000000 Penalty: 5501.738281
	Iteration 99Q: 3 clusters Score -6582442 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -6582533.500000 Penalty: 5501.738281
	Iteration 100F: 3 clusters Score -6582534 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -6582615.500000 Penalty: 5501.738281
	Iteration 101Q: 3 clusters Score -6582616 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -6582687.000000 Penalty: 5501.738281
	Iteration 102Q: 3 clusters Score -6582687 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -6582780.000000 Penalty: 5501.738281
	Iteration 103Q: 3 clusters Score -6582780 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -6582860.500000 Penalty: 5501.738281
	Iteration 104Q: 3 clusters Score -6582860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -6582952.000000 Penalty: 5501.738281
	Iteration 105Q: 3 clusters Score -6582952 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -6583015.500000 Penalty: 5501.738281
	Iteration 106Q: 3 clusters Score -6583016 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -6583072.500000 Penalty: 5501.738281
	Iteration 107Q: 3 clusters Score -6583072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -6583134.500000 Penalty: 5501.738281
	Iteration 108Q: 3 clusters Score -6583134 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -6583177.000000 Penalty: 5501.738281
	Iteration 109Q: 3 clusters Score -6583177 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -6583253.000000 Penalty: 5501.738281
	Iteration 110Q: 3 clusters Score -6583253 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -6583291.000000 Penalty: 5501.738281
	Iteration 111Q: 3 clusters Score -6583291 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -6583324.500000 Penalty: 5501.738281
	Iteration 112Q: 3 clusters Score -6583324 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -6583400.500000 Penalty: 5501.738281
	Iteration 113Q: 3 clusters Score -6583400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6583426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -6583458.500000 Penalty: 5501.738281
	Iteration 115Q: 3 clusters Score -6583458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -6583525.000000 Penalty: 5501.738281
	Iteration 116Q: 3 clusters Score -6583525 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -6583564.000000 Penalty: 5501.738281
	Iteration 117Q: 3 clusters Score -6583564 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -6583603.500000 Penalty: 5501.738281
	Iteration 118Q: 3 clusters Score -6583604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -6583628.500000 Penalty: 5501.738281
	Iteration 119Q: 3 clusters Score -6583628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -6583634.000000 Penalty: 5501.738281
	Iteration 120F: 3 clusters Score -6583634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -6583648.500000 Penalty: 5501.738281
	Iteration 121Q: 3 clusters Score -6583648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -6583681.000000 Penalty: 5501.738281
	Iteration 122Q: 3 clusters Score -6583681 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -6583710.500000 Penalty: 5501.738281
	Iteration 123Q: 3 clusters Score -6583710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -6583730.500000 Penalty: 5501.738281
	Iteration 124Q: 3 clusters Score -6583730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -6583759.500000 Penalty: 5501.738281
	Iteration 125Q: 3 clusters Score -6583760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -6583781.000000 Penalty: 5501.738281
	Iteration 126Q: 3 clusters Score -6583781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -6583803.000000 Penalty: 5501.738281
	Iteration 127Q: 3 clusters Score -6583803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -6583839.500000 Penalty: 5501.738281
	Iteration 128Q: 3 clusters Score -6583840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -6583849.000000 Penalty: 5501.738281
	Iteration 129Q: 3 clusters Score -6583849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -6583889.000000 Penalty: 5501.738281
	Iteration 130Q: 3 clusters Score -6583889 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -6583907.000000 Penalty: 5501.738281
	Iteration 131Q: 3 clusters Score -6583907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -6583939.000000 Penalty: 5501.738281
	Iteration 132Q: 3 clusters Score -6583939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -6583962.000000 Penalty: 5501.738281
	Iteration 133Q: 3 clusters Score -6583962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -6583986.000000 Penalty: 5501.738281
	Iteration 134Q: 3 clusters Score -6583986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -6583999.500000 Penalty: 5501.738281
	Iteration 135Q: 3 clusters Score -6584000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -6584006.000000 Penalty: 5501.738281
	Iteration 136Q: 3 clusters Score -6584006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -6584025.500000 Penalty: 5501.738281
	Iteration 137Q: 3 clusters Score -6584026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -6584047.000000 Penalty: 5501.738281
	Iteration 138Q: 3 clusters Score -6584047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -6584074.500000 Penalty: 5501.738281
	Iteration 139Q: 3 clusters Score -6584074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -6584084.500000 Penalty: 5501.738281
	Iteration 140F: 3 clusters Score -6584084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -6584090.000000 Penalty: 5501.738281
	Iteration 141Q: 3 clusters Score -6584090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -6584100.000000 Penalty: 5501.738281
	Iteration 142Q: 3 clusters Score -6584100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -6584096.000000 Penalty: 5501.738281
	Iteration 143Q: 3 clusters Score -6584096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -6584118.500000 Penalty: 5501.738281
	Iteration 144Q: 3 clusters Score -6584118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -6584126.000000 Penalty: 5501.738281
	Iteration 145Q: 3 clusters Score -6584126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -6584136.500000 Penalty: 5501.738281
	Iteration 146Q: 3 clusters Score -6584136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -6584145.500000 Penalty: 5501.738281
	Iteration 147Q: 3 clusters Score -6584146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -6584142.000000 Penalty: 5501.738281
	Iteration 148Q: 3 clusters Score -6584142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -6584156.500000 Penalty: 5501.738281
	Iteration 149Q: 3 clusters Score -6584156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -6584162.000000 Penalty: 5501.738281
	Iteration 150Q: 3 clusters Score -6584162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -6584161.000000 Penalty: 5501.738281
	Iteration 151Q: 3 clusters Score -6584161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -6584161.000000 Penalty: 5501.738281
	Iteration 152Q: 3 clusters Score -6584161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -6584161.500000 Penalty: 5501.738281
	Iteration 153Q: 3 clusters Score -6584162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -6584165.000000 Penalty: 5501.738281
	Iteration 154Q: 3 clusters Score -6584165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -6584167.500000 Penalty: 5501.738281
	Iteration 155Q: 3 clusters Score -6584168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -6584168.500000 Penalty: 5501.738281
	Iteration 156Q: 3 clusters Score -6584168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -6584173.000000 Penalty: 5501.738281
	Iteration 157Q: 3 clusters Score -6584173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -6584177.000000 Penalty: 5501.738281
	Iteration 158Q: 3 clusters Score -6584177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -6584178.000000 Penalty: 5501.738281
	Iteration 159Q: 3 clusters Score -6584178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -6584177.500000 Penalty: 5501.738281
	Iteration 160F: 3 clusters Score -6584178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -6584170.500000 Penalty: 5501.738281
	Iteration 161Q: 3 clusters Score -6584170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -6584179.000000 Penalty: 5501.738281
	Iteration 162Q: 3 clusters Score -6584179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -6584171.500000 Penalty: 5501.738281
	Iteration 163Q: 3 clusters Score -6584172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -6584173.500000 Penalty: 5501.738281
	Iteration 164Q: 3 clusters Score -6584174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -6584181.000000 Penalty: 5501.738281
	Iteration 165Q: 3 clusters Score -6584181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6584181.000000 Penalty: 5501.738281
	Iteration 166Q: 3 clusters Score -6584181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -6584191.500000 Penalty: 5501.738281
	Iteration 167Q: 3 clusters Score -6584192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -6584205.000000 Penalty: 5501.738281
	Iteration 168Q: 3 clusters Score -6584205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -6584210.500000 Penalty: 5501.738281
	Iteration 169Q: 3 clusters Score -6584210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -6584213.500000 Penalty: 5501.738281
	Iteration 170Q: 3 clusters Score -6584214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -6584215.000000 Penalty: 5501.738281
	Iteration 171Q: 3 clusters Score -6584215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -6584216.500000 Penalty: 5501.738281
	Iteration 172Q: 3 clusters Score -6584216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -6584216.000000 Penalty: 5501.738281
	Iteration 173Q: 3 clusters Score -6584216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -6584234.500000 Penalty: 5501.738281
	Iteration 174Q: 3 clusters Score -6584234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -6584231.000000 Penalty: 5501.738281
	Iteration 175Q: 3 clusters Score -6584231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -6584237.000000 Penalty: 5501.738281
	Iteration 176Q: 3 clusters Score -6584237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -6584238.000000 Penalty: 5501.738281
	Iteration 177Q: 3 clusters Score -6584238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -6584239.500000 Penalty: 5501.738281
	Iteration 178Q: 3 clusters Score -6584240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -6584241.000000 Penalty: 5501.738281
	Iteration 179Q: 3 clusters Score -6584241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -6584237.500000 Penalty: 5501.738281
	Iteration 180F: 3 clusters Score -6584238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -6584239.500000 Penalty: 5501.738281
	Iteration 181Q: 3 clusters Score -6584240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -6584245.500000 Penalty: 5501.738281
	Iteration 182Q: 3 clusters Score -6584246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -6584251.500000 Penalty: 5501.738281
	Iteration 183Q: 3 clusters Score -6584252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -6584250.000000 Penalty: 5501.738281
	Iteration 184Q: 3 clusters Score -6584250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -6584249.500000 Penalty: 5501.738281
	Iteration 185Q: 3 clusters Score -6584250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -6584248.500000 Penalty: 5501.738281
	Iteration 186Q: 3 clusters Score -6584248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -6584245.000000 Penalty: 5501.738281
	Iteration 187Q: 3 clusters Score -6584245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -6584244.500000 Penalty: 5501.738281
	Iteration 188Q: 3 clusters Score -6584244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -6584238.500000 Penalty: 5501.738281
	Iteration 189Q: 3 clusters Score -6584238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -6584238.500000 Penalty: 5501.738281
	Iteration 190F: 3 clusters Score -6584238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14679 members 
Entering Unmasked Estep 
Score: -1425783.750000 Penalty: 2379.354980
	Iteration 0F: 2 clusters Score -1425784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1415015.250000 Penalty: 4758.709961
	Iteration 0F: 3 clusters Score -1415015 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1418495.500000 Penalty: 4758.709961
	Iteration 1F: 3 clusters Score -1418496 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1418903.625000 Penalty: 4758.709961
	Iteration 2F: 3 clusters Score -1418904 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1419260.000000 Penalty: 4758.709961
	Iteration 3F: 3 clusters Score -1419260 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1419596.875000 Penalty: 4758.709961
	Iteration 4Q: 3 clusters Score -1419597 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1419918.750000 Penalty: 4758.709961
	Iteration 5Q: 3 clusters Score -1419919 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1420272.250000 Penalty: 4758.709961
	Iteration 6Q: 3 clusters Score -1420272 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1420642.875000 Penalty: 4758.709961
	Iteration 7Q: 3 clusters Score -1420643 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1421012.250000 Penalty: 4758.709961
	Iteration 8Q: 3 clusters Score -1421012 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1421426.250000 Penalty: 4758.709961
	Iteration 9Q: 3 clusters Score -1421426 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1421833.375000 Penalty: 4758.709961
	Iteration 10Q: 3 clusters Score -1421833 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1422199.375000 Penalty: 4758.709961
	Iteration 11Q: 3 clusters Score -1422199 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1422497.500000 Penalty: 4758.709961
	Iteration 12Q: 3 clusters Score -1422498 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1422724.000000 Penalty: 4758.709961
	Iteration 13Q: 3 clusters Score -1422724 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1422908.625000 Penalty: 4758.709961
	Iteration 14Q: 3 clusters Score -1422909 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1423040.750000 Penalty: 4758.709961
	Iteration 15Q: 3 clusters Score -1423041 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1423133.375000 Penalty: 4758.709961
	Iteration 16Q: 3 clusters Score -1423133 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1423202.500000 Penalty: 4758.709961
	Iteration 17Q: 3 clusters Score -1423202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1423257.125000 Penalty: 4758.709961
	Iteration 18Q: 3 clusters Score -1423257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1423299.875000 Penalty: 4758.709961
	Iteration 19Q: 3 clusters Score -1423300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1423332.625000 Penalty: 4758.709961
	Iteration 20F: 3 clusters Score -1423333 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1423374.375000 Penalty: 4758.709961
	Iteration 21Q: 3 clusters Score -1423374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1423409.625000 Penalty: 4758.709961
	Iteration 22Q: 3 clusters Score -1423410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1423452.875000 Penalty: 4758.709961
	Iteration 23Q: 3 clusters Score -1423453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1423497.500000 Penalty: 4758.709961
	Iteration 24Q: 3 clusters Score -1423498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1423535.750000 Penalty: 4758.709961
	Iteration 25Q: 3 clusters Score -1423536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1423563.750000 Penalty: 4758.709961
	Iteration 26Q: 3 clusters Score -1423564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1423610.125000 Penalty: 4758.709961
	Iteration 27Q: 3 clusters Score -1423610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1423642.750000 Penalty: 4758.709961
	Iteration 28Q: 3 clusters Score -1423643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1423669.625000 Penalty: 4758.709961
	Iteration 29Q: 3 clusters Score -1423670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1423691.625000 Penalty: 4758.709961
	Iteration 30Q: 3 clusters Score -1423692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1423714.750000 Penalty: 4758.709961
	Iteration 31Q: 3 clusters Score -1423715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1423728.750000 Penalty: 4758.709961
	Iteration 32Q: 3 clusters Score -1423729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1423750.625000 Penalty: 4758.709961
	Iteration 33Q: 3 clusters Score -1423751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1423762.500000 Penalty: 4758.709961
	Iteration 34Q: 3 clusters Score -1423762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1423777.500000 Penalty: 4758.709961
	Iteration 35Q: 3 clusters Score -1423778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1423791.750000 Penalty: 4758.709961
	Iteration 36Q: 3 clusters Score -1423792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1423807.000000 Penalty: 4758.709961
	Iteration 37Q: 3 clusters Score -1423807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1423819.750000 Penalty: 4758.709961
	Iteration 38Q: 3 clusters Score -1423820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1423827.000000 Penalty: 4758.709961
	Iteration 39Q: 3 clusters Score -1423827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1423833.000000 Penalty: 4758.709961
	Iteration 40F: 3 clusters Score -1423833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1423835.875000 Penalty: 4758.709961
	Iteration 41Q: 3 clusters Score -1423836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1423838.750000 Penalty: 4758.709961
	Iteration 42Q: 3 clusters Score -1423839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1423847.750000 Penalty: 4758.709961
	Iteration 43Q: 3 clusters Score -1423848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1423848.500000 Penalty: 4758.709961
	Iteration 44Q: 3 clusters Score -1423848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1423849.125000 Penalty: 4758.709961
	Iteration 45Q: 3 clusters Score -1423849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1423852.500000 Penalty: 4758.709961
	Iteration 46Q: 3 clusters Score -1423852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1423851.500000 Penalty: 4758.709961
	Iteration 47Q: 3 clusters Score -1423852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1423852.625000 Penalty: 4758.709961
	Iteration 48Q: 3 clusters Score -1423853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1423852.875000 Penalty: 4758.709961
	Iteration 49Q: 3 clusters Score -1423853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1423853.750000 Penalty: 4758.709961
	Iteration 50Q: 3 clusters Score -1423854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1423853.625000 Penalty: 4758.709961
	Iteration 51Q: 3 clusters Score -1423854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1423854.375000 Penalty: 4758.709961
	Iteration 52Q: 3 clusters Score -1423854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1423854.125000 Penalty: 4758.709961
	Iteration 53Q: 3 clusters Score -1423854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1423856.000000 Penalty: 4758.709961
	Iteration 54Q: 3 clusters Score -1423856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1423855.000000 Penalty: 4758.709961
	Iteration 55Q: 3 clusters Score -1423855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1423855.000000 Penalty: 4758.709961
	Iteration 56F: 3 clusters Score -1423855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -217944.546875 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -217944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214869.437500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -214869.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -215658.968750 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -215659 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215874.609375 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -215874.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -216039.218750 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -216039.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -216163.765625 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -216163.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -216263.421875 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -216263.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -216350.890625 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -216350.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -216409.953125 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -216410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -216463.656250 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -216463.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -216501.515625 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -216501.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -216548.609375 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -216548.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -216595.343750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -216595.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -216630.375000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -216630.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -216662.625000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -216662.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -216691.703125 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -216691.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -216717.187500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -216717.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -216736.734375 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -216736.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -216752.250000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -216752.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216760.375000 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -216760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -216768.187500 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -216768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -216771.234375 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -216771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216775.734375 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -216775.7 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: -216783.390625 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -216783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -216791.781250 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -216791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -216805.968750 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -216806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -216820.921875 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -216820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -216834.625000 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -216834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -216848.015625 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -216848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -216860.359375 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -216860.4 nChanged 14
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: -216867.109375 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -216867.1 nChanged 11
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: -216876.687500 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -216876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -216879.421875 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -216879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -216880.875000 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -216880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -216881.250000 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -216881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -216881.250000 Penalty: 3940.644043
	Iteration 34F: 3 clusters Score -216881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -344954.500000 Penalty: 2041.315186
	Iteration 0F: 2 clusters Score -344954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -341189.906250 Penalty: 4082.630371
	Iteration 0F: 3 clusters Score -341189.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -342045.031250 Penalty: 4082.630371
	Iteration 1F: 3 clusters Score -342045 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -342290.406250 Penalty: 4082.630371
	Iteration 2F: 3 clusters Score -342290.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -342483.687500 Penalty: 4082.630371
	Iteration 3F: 3 clusters Score -342483.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -342646.500000 Penalty: 4082.630371
	Iteration 4F: 3 clusters Score -342646.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -342785.781250 Penalty: 4082.630371
	Iteration 5Q: 3 clusters Score -342785.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -342899.062500 Penalty: 4082.630371
	Iteration 6Q: 3 clusters Score -342899.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -342986.468750 Penalty: 4082.630371
	Iteration 7Q: 3 clusters Score -342986.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -343078.812500 Penalty: 4082.630371
	Iteration 8Q: 3 clusters Score -343078.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -343145.125000 Penalty: 4082.630371
	Iteration 9Q: 3 clusters Score -343145.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -343203.250000 Penalty: 4082.630371
	Iteration 10Q: 3 clusters Score -343203.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -343262.656250 Penalty: 4082.630371
	Iteration 11Q: 3 clusters Score -343262.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -343315.843750 Penalty: 4082.630371
	Iteration 12Q: 3 clusters Score -343315.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -343351.656250 Penalty: 4082.630371
	Iteration 13Q: 3 clusters Score -343351.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -343387.218750 Penalty: 4082.630371
	Iteration 14Q: 3 clusters Score -343387.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -343425.843750 Penalty: 4082.630371
	Iteration 15Q: 3 clusters Score -343425.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -343464.531250 Penalty: 4082.630371
	Iteration 16Q: 3 clusters Score -343464.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -343511.375000 Penalty: 4082.630371
	Iteration 17Q: 3 clusters Score -343511.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -343556.968750 Penalty: 4082.630371
	Iteration 18Q: 3 clusters Score -343557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -343600.812500 Penalty: 4082.630371
	Iteration 19Q: 3 clusters Score -343600.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -343645.250000 Penalty: 4082.630371
	Iteration 20F: 3 clusters Score -343645.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -343676.406250 Penalty: 4082.630371
	Iteration 21Q: 3 clusters Score -343676.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -343714.906250 Penalty: 4082.630371
	Iteration 22Q: 3 clusters Score -343714.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -343743.468750 Penalty: 4082.630371
	Iteration 23Q: 3 clusters Score -343743.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -343764.906250 Penalty: 4082.630371
	Iteration 24Q: 3 clusters Score -343764.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -343782.375000 Penalty: 4082.630371
	Iteration 25Q: 3 clusters Score -343782.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -343807.906250 Penalty: 4082.630371
	Iteration 26Q: 3 clusters Score -343807.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343827.906250 Penalty: 4082.630371
	Iteration 27Q: 3 clusters Score -343827.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -343845.875000 Penalty: 4082.630371
	Iteration 28Q: 3 clusters Score -343845.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343871.468750 Penalty: 4082.630371
	Iteration 29Q: 3 clusters Score -343871.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343896.375000 Penalty: 4082.630371
	Iteration 30Q: 3 clusters Score -343896.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -343912.718750 Penalty: 4082.630371
	Iteration 31Q: 3 clusters Score -343912.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -343928.406250 Penalty: 4082.630371
	Iteration 32Q: 3 clusters Score -343928.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -343939.000000 Penalty: 4082.630371
	Iteration 33Q: 3 clusters Score -343939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343948.062500 Penalty: 4082.630371
	Iteration 34Q: 3 clusters Score -343948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -343954.343750 Penalty: 4082.630371
	Iteration 35Q: 3 clusters Score -343954.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -343959.718750 Penalty: 4082.630371
	Iteration 36Q: 3 clusters Score -343959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -343962.156250 Penalty: 4082.630371
	Iteration 37Q: 3 clusters Score -343962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -343963.875000 Penalty: 4082.630371
	Iteration 38Q: 3 clusters Score -343963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -343965.343750 Penalty: 4082.630371
	Iteration 39Q: 3 clusters Score -343965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -343965.625000 Penalty: 4082.630371
	Iteration 40F: 3 clusters Score -343965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Entering Unmasked Estep 
Score: -1460844.625000 Penalty: 2378.203369
	Iteration 0F: 2 clusters Score -1460845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1450163.000000 Penalty: 4756.406738
	Iteration 0F: 3 clusters Score -1450163 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1453477.625000 Penalty: 4756.406738
	Iteration 1F: 3 clusters Score -1453478 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1453893.000000 Penalty: 4756.406738
	Iteration 2F: 3 clusters Score -1453893 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1454276.375000 Penalty: 4756.406738
	Iteration 3F: 3 clusters Score -1454276 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1454669.000000 Penalty: 4756.406738
	Iteration 4Q: 3 clusters Score -1454669 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1455092.375000 Penalty: 4756.406738
	Iteration 5Q: 3 clusters Score -1455092 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1455521.250000 Penalty: 4756.406738
	Iteration 6Q: 3 clusters Score -1455521 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1455992.875000 Penalty: 4756.406738
	Iteration 7Q: 3 clusters Score -1455993 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1456427.625000 Penalty: 4756.406738
	Iteration 8Q: 3 clusters Score -1456428 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1456874.875000 Penalty: 4756.406738
	Iteration 9Q: 3 clusters Score -1456875 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1457288.875000 Penalty: 4756.406738
	Iteration 10Q: 3 clusters Score -1457289 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1457674.250000 Penalty: 4756.406738
	Iteration 11Q: 3 clusters Score -1457674 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1457970.125000 Penalty: 4756.406738
	Iteration 12Q: 3 clusters Score -1457970 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1458203.500000 Penalty: 4756.406738
	Iteration 13Q: 3 clusters Score -1458204 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1458373.000000 Penalty: 4756.406738
	Iteration 14Q: 3 clusters Score -1458373 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1458496.000000 Penalty: 4756.406738
	Iteration 15Q: 3 clusters Score -1458496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1458588.000000 Penalty: 4756.406738
	Iteration 16Q: 3 clusters Score -1458588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1458669.000000 Penalty: 4756.406738
	Iteration 17Q: 3 clusters Score -1458669 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1458725.875000 Penalty: 4756.406738
	Iteration 18Q: 3 clusters Score -1458726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1458769.125000 Penalty: 4756.406738
	Iteration 19Q: 3 clusters Score -1458769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1458795.625000 Penalty: 4756.406738
	Iteration 20F: 3 clusters Score -1458796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1458813.375000 Penalty: 4756.406738
	Iteration 21Q: 3 clusters Score -1458813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1458835.000000 Penalty: 4756.406738
	Iteration 22Q: 3 clusters Score -1458835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1458851.375000 Penalty: 4756.406738
	Iteration 23Q: 3 clusters Score -1458851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1458857.750000 Penalty: 4756.406738
	Iteration 24Q: 3 clusters Score -1458858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1458867.250000 Penalty: 4756.406738
	Iteration 25Q: 3 clusters Score -1458867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1458873.125000 Penalty: 4756.406738
	Iteration 26Q: 3 clusters Score -1458873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1458875.375000 Penalty: 4756.406738
	Iteration 27Q: 3 clusters Score -1458875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1458889.250000 Penalty: 4756.406738
	Iteration 28Q: 3 clusters Score -1458889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1458894.500000 Penalty: 4756.406738
	Iteration 29Q: 3 clusters Score -1458894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1458897.750000 Penalty: 4756.406738
	Iteration 30Q: 3 clusters Score -1458898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1458904.250000 Penalty: 4756.406738
	Iteration 31Q: 3 clusters Score -1458904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1458908.375000 Penalty: 4756.406738
	Iteration 32Q: 3 clusters Score -1458908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1458908.375000 Penalty: 4756.406738
	Iteration 33Q: 3 clusters Score -1458908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1458910.625000 Penalty: 4756.406738
	Iteration 34Q: 3 clusters Score -1458911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1458913.000000 Penalty: 4756.406738
	Iteration 35Q: 3 clusters Score -1458913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1458917.875000 Penalty: 4756.406738
	Iteration 36Q: 3 clusters Score -1458918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1458917.000000 Penalty: 4756.406738
	Iteration 37Q: 3 clusters Score -1458917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1458919.500000 Penalty: 4756.406738
	Iteration 38Q: 3 clusters Score -1458920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1458918.875000 Penalty: 4756.406738
	Iteration 39Q: 3 clusters Score -1458919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1458920.000000 Penalty: 4756.406738
	Iteration 40F: 3 clusters Score -1458920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1458922.125000 Penalty: 4756.406738
	Iteration 41Q: 3 clusters Score -1458922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1458922.000000 Penalty: 4756.406738
	Iteration 42Q: 3 clusters Score -1458922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1458921.750000 Penalty: 4756.406738
	Iteration 43Q: 3 clusters Score -1458922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1458922.625000 Penalty: 4756.406738
	Iteration 44Q: 3 clusters Score -1458923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1458923.500000 Penalty: 4756.406738
	Iteration 45Q: 3 clusters Score -1458924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1458923.500000 Penalty: 4756.406738
	Iteration 46F: 3 clusters Score -1458924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -819614.312500 Penalty: 2257.538574
	Iteration 0F: 2 clusters Score -819614.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -812566.375000 Penalty: 4515.077148
	Iteration 0F: 3 clusters Score -812566.4 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -814859.937500 Penalty: 4515.077148
	Iteration 1F: 3 clusters Score -814859.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -815493.750000 Penalty: 4515.077148
	Iteration 2F: 3 clusters Score -815493.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -816183.812500 Penalty: 4515.077148
	Iteration 3F: 3 clusters Score -816183.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -816795.000000 Penalty: 4515.077148
	Iteration 4F: 3 clusters Score -816795 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -817323.375000 Penalty: 4515.077148
	Iteration 5F: 3 clusters Score -817323.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -817765.937500 Penalty: 4515.077148
	Iteration 6F: 3 clusters Score -817765.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -818094.125000 Penalty: 4515.077148
	Iteration 7Q: 3 clusters Score -818094.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -818347.312500 Penalty: 4515.077148
	Iteration 8Q: 3 clusters Score -818347.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -818524.187500 Penalty: 4515.077148
	Iteration 9Q: 3 clusters Score -818524.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -818642.687500 Penalty: 4515.077148
	Iteration 10Q: 3 clusters Score -818642.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -818703.312500 Penalty: 4515.077148
	Iteration 11Q: 3 clusters Score -818703.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -818734.937500 Penalty: 4515.077148
	Iteration 12Q: 3 clusters Score -818734.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -818757.500000 Penalty: 4515.077148
	Iteration 13Q: 3 clusters Score -818757.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -818778.250000 Penalty: 4515.077148
	Iteration 14Q: 3 clusters Score -818778.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -818790.937500 Penalty: 4515.077148
	Iteration 15Q: 3 clusters Score -818790.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -818796.437500 Penalty: 4515.077148
	Iteration 16Q: 3 clusters Score -818796.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -818804.187500 Penalty: 4515.077148
	Iteration 17Q: 3 clusters Score -818804.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -818808.187500 Penalty: 4515.077148
	Iteration 18Q: 3 clusters Score -818808.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -818809.250000 Penalty: 4515.077148
	Iteration 19Q: 3 clusters Score -818809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -818812.500000 Penalty: 4515.077148
	Iteration 20F: 3 clusters Score -818812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -818813.812500 Penalty: 4515.077148
	Iteration 21Q: 3 clusters Score -818813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -818813.687500 Penalty: 4515.077148
	Iteration 22Q: 3 clusters Score -818813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -818813.812500 Penalty: 4515.077148
	Iteration 23Q: 3 clusters Score -818813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -818815.812500 Penalty: 4515.077148
	Iteration 24Q: 3 clusters Score -818815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -818815.812500 Penalty: 4515.077148
	Iteration 25F: 3 clusters Score -818815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -346731.625000 Penalty: 2037.656860
	Iteration 0F: 2 clusters Score -346731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -343042.593750 Penalty: 4075.313721
	Iteration 0F: 3 clusters Score -343042.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -343926.375000 Penalty: 4075.313721
	Iteration 1F: 3 clusters Score -343926.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -344201.218750 Penalty: 4075.313721
	Iteration 2F: 3 clusters Score -344201.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -344375.343750 Penalty: 4075.313721
	Iteration 3F: 3 clusters Score -344375.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -344486.125000 Penalty: 4075.313721
	Iteration 4Q: 3 clusters Score -344486.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -344589.781250 Penalty: 4075.313721
	Iteration 5Q: 3 clusters Score -344589.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -344679.906250 Penalty: 4075.313721
	Iteration 6Q: 3 clusters Score -344679.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -344774.375000 Penalty: 4075.313721
	Iteration 7Q: 3 clusters Score -344774.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -344850.812500 Penalty: 4075.313721
	Iteration 8Q: 3 clusters Score -344850.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -344917.218750 Penalty: 4075.313721
	Iteration 9Q: 3 clusters Score -344917.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -344962.656250 Penalty: 4075.313721
	Iteration 10Q: 3 clusters Score -344962.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -345014.625000 Penalty: 4075.313721
	Iteration 11Q: 3 clusters Score -345014.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -345055.906250 Penalty: 4075.313721
	Iteration 12Q: 3 clusters Score -345055.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -345093.406250 Penalty: 4075.313721
	Iteration 13Q: 3 clusters Score -345093.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -345147.781250 Penalty: 4075.313721
	Iteration 14Q: 3 clusters Score -345147.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -345202.281250 Penalty: 4075.313721
	Iteration 15Q: 3 clusters Score -345202.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -345249.687500 Penalty: 4075.313721
	Iteration 16Q: 3 clusters Score -345249.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -345285.187500 Penalty: 4075.313721
	Iteration 17Q: 3 clusters Score -345285.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -345323.437500 Penalty: 4075.313721
	Iteration 18Q: 3 clusters Score -345323.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -345367.406250 Penalty: 4075.313721
	Iteration 19Q: 3 clusters Score -345367.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -345412.250000 Penalty: 4075.313721
	Iteration 20F: 3 clusters Score -345412.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -345455.250000 Penalty: 4075.313721
	Iteration 21Q: 3 clusters Score -345455.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -345495.500000 Penalty: 4075.313721
	Iteration 22Q: 3 clusters Score -345495.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -345537.781250 Penalty: 4075.313721
	Iteration 23Q: 3 clusters Score -345537.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -345590.531250 Penalty: 4075.313721
	Iteration 24Q: 3 clusters Score -345590.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -345635.843750 Penalty: 4075.313721
	Iteration 25Q: 3 clusters Score -345635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -345680.781250 Penalty: 4075.313721
	Iteration 26Q: 3 clusters Score -345680.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -345726.656250 Penalty: 4075.313721
	Iteration 27Q: 3 clusters Score -345726.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -345750.656250 Penalty: 4075.313721
	Iteration 28Q: 3 clusters Score -345750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -345761.718750 Penalty: 4075.313721
	Iteration 29Q: 3 clusters Score -345761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -345764.343750 Penalty: 4075.313721
	Iteration 30Q: 3 clusters Score -345764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -345765.343750 Penalty: 4075.313721
	Iteration 31Q: 3 clusters Score -345765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -345765.343750 Penalty: 4075.313721
	Iteration 32F: 3 clusters Score -345765.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Entering Unmasked Estep 
Score: -1134713.750000 Penalty: 2315.787598
	Iteration 0F: 2 clusters Score -1134714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1126163.750000 Penalty: 4631.575195
	Iteration 0F: 3 clusters Score -1126164 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1128811.125000 Penalty: 4631.575195
	Iteration 1F: 3 clusters Score -1128811 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1129152.875000 Penalty: 4631.575195
	Iteration 2F: 3 clusters Score -1129153 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1129460.500000 Penalty: 4631.575195
	Iteration 3F: 3 clusters Score -1129460 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1129763.625000 Penalty: 4631.575195
	Iteration 4F: 3 clusters Score -1129764 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1130047.125000 Penalty: 4631.575195
	Iteration 5Q: 3 clusters Score -1130047 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1130344.125000 Penalty: 4631.575195
	Iteration 6Q: 3 clusters Score -1130344 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1130782.750000 Penalty: 4631.575195
	Iteration 7Q: 3 clusters Score -1130783 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1131495.125000 Penalty: 4631.575195
	Iteration 8F: 3 clusters Score -1131495 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1132873.500000 Penalty: 4631.575195
	Iteration 9F: 3 clusters Score -1132874 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1135280.625000 Penalty: 4631.575195
	Iteration 10F: 3 clusters Score -1135281 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1137517.375000 Penalty: 4631.575195
	Iteration 11F: 3 clusters Score -1137517 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1138775.875000 Penalty: 4631.575195
	Iteration 12Q: 3 clusters Score -1138776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1139499.500000 Penalty: 4631.575195
	Iteration 13Q: 3 clusters Score -1139500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1139744.750000 Penalty: 4631.575195
	Iteration 14Q: 3 clusters Score -1139745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1139797.875000 Penalty: 4631.575195
	Iteration 15Q: 3 clusters Score -1139798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1139808.875000 Penalty: 4631.575195
	Iteration 16Q: 3 clusters Score -1139809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1139808.375000 Penalty: 4631.575195
	Iteration 17Q: 3 clusters Score -1139808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1139810.750000 Penalty: 4631.575195
	Iteration 18Q: 3 clusters Score -1139811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1139810.750000 Penalty: 4631.575195
	Iteration 19Q: 3 clusters Score -1139811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1139810.500000 Penalty: 4631.575195
	Iteration 20F: 3 clusters Score -1139810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1139811.500000 Penalty: 4631.575195
	Iteration 21Q: 3 clusters Score -1139812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1139811.500000 Penalty: 4631.575195
	Iteration 22F: 3 clusters Score -1139812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Mstep: Class 45 contains 2817 members 
Mstep: Class 46 contains 2766 members 
Mstep: Class 47 contains 5826 members 
Entering Unmasked Estep 
Score: -58918984.000000 Penalty: 155579.390625
Splitting cluster 28 changes total score from -58909644.000000 to -58918984.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 29 (14531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Entering Unmasked Estep 
Score: -1358580.250000 Penalty: 2376.841797
	Iteration 0F: 2 clusters Score -1358580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1348160.250000 Penalty: 4753.683594
	Iteration 0F: 3 clusters Score -1348160 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1351829.375000 Penalty: 4753.683594
	Iteration 1F: 3 clusters Score -1351829 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1352447.125000 Penalty: 4753.683594
	Iteration 2F: 3 clusters Score -1352447 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1353087.375000 Penalty: 4753.683594
	Iteration 3F: 3 clusters Score -1353087 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1353784.500000 Penalty: 4753.683594
	Iteration 4F: 3 clusters Score -1353784 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1354501.500000 Penalty: 4753.683594
	Iteration 5F: 3 clusters Score -1354502 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1355313.125000 Penalty: 4753.683594
	Iteration 6F: 3 clusters Score -1355313 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1356032.375000 Penalty: 4753.683594
	Iteration 7F: 3 clusters Score -1356032 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1356563.750000 Penalty: 4753.683594
	Iteration 8Q: 3 clusters Score -1356564 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1356950.000000 Penalty: 4753.683594
	Iteration 9Q: 3 clusters Score -1356950 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1357260.875000 Penalty: 4753.683594
	Iteration 10Q: 3 clusters Score -1357261 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1357563.250000 Penalty: 4753.683594
	Iteration 11Q: 3 clusters Score -1357563 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1357796.625000 Penalty: 4753.683594
	Iteration 12Q: 3 clusters Score -1357797 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1357979.625000 Penalty: 4753.683594
	Iteration 13Q: 3 clusters Score -1357980 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1358107.875000 Penalty: 4753.683594
	Iteration 14Q: 3 clusters Score -1358108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1358186.375000 Penalty: 4753.683594
	Iteration 15Q: 3 clusters Score -1358186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1358220.500000 Penalty: 4753.683594
	Iteration 16Q: 3 clusters Score -1358220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1358260.125000 Penalty: 4753.683594
	Iteration 17Q: 3 clusters Score -1358260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1358281.500000 Penalty: 4753.683594
	Iteration 18Q: 3 clusters Score -1358282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1358292.875000 Penalty: 4753.683594
	Iteration 19Q: 3 clusters Score -1358293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1358301.125000 Penalty: 4753.683594
	Iteration 20F: 3 clusters Score -1358301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1358308.625000 Penalty: 4753.683594
	Iteration 21Q: 3 clusters Score -1358309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1358316.000000 Penalty: 4753.683594
	Iteration 22Q: 3 clusters Score -1358316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1358322.375000 Penalty: 4753.683594
	Iteration 23Q: 3 clusters Score -1358322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1358322.875000 Penalty: 4753.683594
	Iteration 24Q: 3 clusters Score -1358323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1358330.250000 Penalty: 4753.683594
	Iteration 25Q: 3 clusters Score -1358330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1358334.250000 Penalty: 4753.683594
	Iteration 26Q: 3 clusters Score -1358334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1358335.875000 Penalty: 4753.683594
	Iteration 27Q: 3 clusters Score -1358336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1358342.000000 Penalty: 4753.683594
	Iteration 28Q: 3 clusters Score -1358342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1358341.625000 Penalty: 4753.683594
	Iteration 29Q: 3 clusters Score -1358342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1358341.625000 Penalty: 4753.683594
	Iteration 30Q: 3 clusters Score -1358342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1358343.125000 Penalty: 4753.683594
	Iteration 31Q: 3 clusters Score -1358343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1358347.000000 Penalty: 4753.683594
	Iteration 32Q: 3 clusters Score -1358347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1358345.250000 Penalty: 4753.683594
	Iteration 33Q: 3 clusters Score -1358345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1358346.500000 Penalty: 4753.683594
	Iteration 34Q: 3 clusters Score -1358346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1358349.750000 Penalty: 4753.683594
	Iteration 35Q: 3 clusters Score -1358350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1358350.500000 Penalty: 4753.683594
	Iteration 36Q: 3 clusters Score -1358350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1358349.000000 Penalty: 4753.683594
	Iteration 37Q: 3 clusters Score -1358349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1358349.500000 Penalty: 4753.683594
	Iteration 38Q: 3 clusters Score -1358350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1358349.500000 Penalty: 4753.683594
	Iteration 39F: 3 clusters Score -1358350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Entering Unmasked Estep 
Score: -2300623.500000 Penalty: 2484.436035
	Iteration 0F: 2 clusters Score -2300624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2284989.250000 Penalty: 4968.872070
	Iteration 0F: 3 clusters Score -2284989 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2290540.250000 Penalty: 4968.872070
	Iteration 1F: 3 clusters Score -2290540 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2291082.250000 Penalty: 4968.872070
	Iteration 2F: 3 clusters Score -2291082 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2291722.000000 Penalty: 4968.872070
	Iteration 3F: 3 clusters Score -2291722 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2292507.500000 Penalty: 4968.872070
	Iteration 4F: 3 clusters Score -2292508 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2293504.500000 Penalty: 4968.872070
	Iteration 5F: 3 clusters Score -2293504 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2294543.250000 Penalty: 4968.872070
	Iteration 6F: 3 clusters Score -2294543 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2295475.750000 Penalty: 4968.872070
	Iteration 7F: 3 clusters Score -2295476 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2296159.000000 Penalty: 4968.872070
	Iteration 8F: 3 clusters Score -2296159 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2296565.750000 Penalty: 4968.872070
	Iteration 9Q: 3 clusters Score -2296566 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2296813.000000 Penalty: 4968.872070
	Iteration 10Q: 3 clusters Score -2296813 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2296967.000000 Penalty: 4968.872070
	Iteration 11Q: 3 clusters Score -2296967 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2297076.750000 Penalty: 4968.872070
	Iteration 12Q: 3 clusters Score -2297077 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2297185.000000 Penalty: 4968.872070
	Iteration 13Q: 3 clusters Score -2297185 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2297279.000000 Penalty: 4968.872070
	Iteration 14Q: 3 clusters Score -2297279 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2297374.250000 Penalty: 4968.872070
	Iteration 15Q: 3 clusters Score -2297374 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2297476.500000 Penalty: 4968.872070
	Iteration 16Q: 3 clusters Score -2297476 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2297562.000000 Penalty: 4968.872070
	Iteration 17Q: 3 clusters Score -2297562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2297630.500000 Penalty: 4968.872070
	Iteration 18Q: 3 clusters Score -2297630 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2297717.500000 Penalty: 4968.872070
	Iteration 19Q: 3 clusters Score -2297718 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2297784.250000 Penalty: 4968.872070
	Iteration 20F: 3 clusters Score -2297784 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2297844.000000 Penalty: 4968.872070
	Iteration 21Q: 3 clusters Score -2297844 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2297909.750000 Penalty: 4968.872070
	Iteration 22Q: 3 clusters Score -2297910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2297975.000000 Penalty: 4968.872070
	Iteration 23Q: 3 clusters Score -2297975 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2298034.750000 Penalty: 4968.872070
	Iteration 24Q: 3 clusters Score -2298035 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2298090.750000 Penalty: 4968.872070
	Iteration 25Q: 3 clusters Score -2298091 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2298147.750000 Penalty: 4968.872070
	Iteration 26Q: 3 clusters Score -2298148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2298214.750000 Penalty: 4968.872070
	Iteration 27Q: 3 clusters Score -2298215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2298277.000000 Penalty: 4968.872070
	Iteration 28Q: 3 clusters Score -2298277 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2298325.750000 Penalty: 4968.872070
	Iteration 29Q: 3 clusters Score -2298326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2298397.500000 Penalty: 4968.872070
	Iteration 30Q: 3 clusters Score -2298398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2298468.750000 Penalty: 4968.872070
	Iteration 31Q: 3 clusters Score -2298469 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2298507.750000 Penalty: 4968.872070
	Iteration 32Q: 3 clusters Score -2298508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2298540.500000 Penalty: 4968.872070
	Iteration 33Q: 3 clusters Score -2298540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2298570.250000 Penalty: 4968.872070
	Iteration 34Q: 3 clusters Score -2298570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2298610.250000 Penalty: 4968.872070
	Iteration 35Q: 3 clusters Score -2298610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2298619.500000 Penalty: 4968.872070
	Iteration 36Q: 3 clusters Score -2298620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2298644.000000 Penalty: 4968.872070
	Iteration 37Q: 3 clusters Score -2298644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2298660.250000 Penalty: 4968.872070
	Iteration 38Q: 3 clusters Score -2298660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2298682.500000 Penalty: 4968.872070
	Iteration 39Q: 3 clusters Score -2298682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2298696.250000 Penalty: 4968.872070
	Iteration 40F: 3 clusters Score -2298696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2298706.250000 Penalty: 4968.872070
	Iteration 41Q: 3 clusters Score -2298706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2298718.250000 Penalty: 4968.872070
	Iteration 42Q: 3 clusters Score -2298718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2298717.500000 Penalty: 4968.872070
	Iteration 43Q: 3 clusters Score -2298718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2298728.250000 Penalty: 4968.872070
	Iteration 44Q: 3 clusters Score -2298728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2298738.750000 Penalty: 4968.872070
	Iteration 45Q: 3 clusters Score -2298739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2298748.750000 Penalty: 4968.872070
	Iteration 46Q: 3 clusters Score -2298749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2298751.500000 Penalty: 4968.872070
	Iteration 47Q: 3 clusters Score -2298752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2298756.750000 Penalty: 4968.872070
	Iteration 48Q: 3 clusters Score -2298757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2298756.500000 Penalty: 4968.872070
	Iteration 49Q: 3 clusters Score -2298756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2298759.750000 Penalty: 4968.872070
	Iteration 50Q: 3 clusters Score -2298760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2298760.750000 Penalty: 4968.872070
	Iteration 51Q: 3 clusters Score -2298761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2298758.250000 Penalty: 4968.872070
	Iteration 52Q: 3 clusters Score -2298758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2298757.750000 Penalty: 4968.872070
	Iteration 53Q: 3 clusters Score -2298758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2298762.000000 Penalty: 4968.872070
	Iteration 54Q: 3 clusters Score -2298762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2298762.250000 Penalty: 4968.872070
	Iteration 55Q: 3 clusters Score -2298762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2298766.250000 Penalty: 4968.872070
	Iteration 56Q: 3 clusters Score -2298766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2298766.250000 Penalty: 4968.872070
	Iteration 57Q: 3 clusters Score -2298766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2298770.250000 Penalty: 4968.872070
	Iteration 58Q: 3 clusters Score -2298770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2298769.250000 Penalty: 4968.872070
	Iteration 59Q: 3 clusters Score -2298769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2298767.000000 Penalty: 4968.872070
	Iteration 60F: 3 clusters Score -2298767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2298770.250000 Penalty: 4968.872070
	Iteration 61Q: 3 clusters Score -2298770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2298767.250000 Penalty: 4968.872070
	Iteration 62Q: 3 clusters Score -2298767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2298770.000000 Penalty: 4968.872070
	Iteration 63Q: 3 clusters Score -2298770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2298772.750000 Penalty: 4968.872070
	Iteration 64Q: 3 clusters Score -2298773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2298776.250000 Penalty: 4968.872070
	Iteration 65Q: 3 clusters Score -2298776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2298783.750000 Penalty: 4968.872070
	Iteration 66Q: 3 clusters Score -2298784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2298782.750000 Penalty: 4968.872070
	Iteration 67Q: 3 clusters Score -2298783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2298785.000000 Penalty: 4968.872070
	Iteration 68Q: 3 clusters Score -2298785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2298781.500000 Penalty: 4968.872070
	Iteration 69Q: 3 clusters Score -2298782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2298781.250000 Penalty: 4968.872070
	Iteration 70Q: 3 clusters Score -2298781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2298783.500000 Penalty: 4968.872070
	Iteration 71Q: 3 clusters Score -2298784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2298791.500000 Penalty: 4968.872070
	Iteration 72Q: 3 clusters Score -2298792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2298792.250000 Penalty: 4968.872070
	Iteration 73Q: 3 clusters Score -2298792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2298793.000000 Penalty: 4968.872070
	Iteration 74Q: 3 clusters Score -2298793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2298795.500000 Penalty: 4968.872070
	Iteration 75Q: 3 clusters Score -2298796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2298796.250000 Penalty: 4968.872070
	Iteration 76Q: 3 clusters Score -2298796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2298798.250000 Penalty: 4968.872070
	Iteration 77Q: 3 clusters Score -2298798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2298802.250000 Penalty: 4968.872070
	Iteration 78Q: 3 clusters Score -2298802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2298802.000000 Penalty: 4968.872070
	Iteration 79Q: 3 clusters Score -2298802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2298801.750000 Penalty: 4968.872070
	Iteration 80F: 3 clusters Score -2298802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2298805.000000 Penalty: 4968.872070
	Iteration 81Q: 3 clusters Score -2298805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2298815.500000 Penalty: 4968.872070
	Iteration 82Q: 3 clusters Score -2298816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2298814.750000 Penalty: 4968.872070
	Iteration 83Q: 3 clusters Score -2298815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2298819.000000 Penalty: 4968.872070
	Iteration 84Q: 3 clusters Score -2298819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2298817.500000 Penalty: 4968.872070
	Iteration 85Q: 3 clusters Score -2298818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2298816.750000 Penalty: 4968.872070
	Iteration 86Q: 3 clusters Score -2298817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2298816.000000 Penalty: 4968.872070
	Iteration 87Q: 3 clusters Score -2298816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2298816.000000 Penalty: 4968.872070
	Iteration 88F: 3 clusters Score -2298816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (105567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Entering Unmasked Estep 
Score: -10259935.000000 Penalty: 2868.641113
	Iteration 0F: 2 clusters Score -1.025994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -10189447.000000 Penalty: 5737.282227
	Iteration 0F: 3 clusters Score -1.018945e+07 nChanged 50056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -10218693.000000 Penalty: 5737.282227
	Iteration 1F: 3 clusters Score -1.021869e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -10220555.000000 Penalty: 5737.282227
	Iteration 2Q: 3 clusters Score -1.022056e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -10223959.000000 Penalty: 5737.282227
	Iteration 3F: 3 clusters Score -1.022396e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -10229694.000000 Penalty: 5737.282227
	Iteration 4F: 3 clusters Score -1.022969e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -10237624.000000 Penalty: 5737.282227
	Iteration 5F: 3 clusters Score -1.023762e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -10245599.000000 Penalty: 5737.282227
	Iteration 6F: 3 clusters Score -1.02456e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -10251377.000000 Penalty: 5737.282227
	Iteration 7F: 3 clusters Score -1.025138e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -10254731.000000 Penalty: 5737.282227
	Iteration 8Q: 3 clusters Score -1.025473e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10256167.000000 Penalty: 5737.282227
	Iteration 9Q: 3 clusters Score -1.025617e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10256983.000000 Penalty: 5737.282227
	Iteration 10Q: 3 clusters Score -1.025698e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10257276.000000 Penalty: 5737.282227
	Iteration 11Q: 3 clusters Score -1.025728e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10257416.000000 Penalty: 5737.282227
	Iteration 12Q: 3 clusters Score -1.025742e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10257469.000000 Penalty: 5737.282227
	Iteration 13Q: 3 clusters Score -1.025747e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10257531.000000 Penalty: 5737.282227
	Iteration 14Q: 3 clusters Score -1.025753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105066 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10257564.000000 Penalty: 5737.282227
	Iteration 15Q: 3 clusters Score -1.025756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10257588.000000 Penalty: 5737.282227
	Iteration 16Q: 3 clusters Score -1.025759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10257602.000000 Penalty: 5737.282227
	Iteration 17Q: 3 clusters Score -1.02576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10257612.000000 Penalty: 5737.282227
	Iteration 18Q: 3 clusters Score -1.025761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10257629.000000 Penalty: 5737.282227
	Iteration 19Q: 3 clusters Score -1.025763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10257631.000000 Penalty: 5737.282227
	Iteration 20F: 3 clusters Score -1.025763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10257631.000000 Penalty: 5737.282227
	Iteration 21Q: 3 clusters Score -1.025763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10257640.000000 Penalty: 5737.282227
	Iteration 22Q: 3 clusters Score -1.025764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10257639.000000 Penalty: 5737.282227
	Iteration 23Q: 3 clusters Score -1.025764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10257663.000000 Penalty: 5737.282227
	Iteration 24Q: 3 clusters Score -1.025766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10257658.000000 Penalty: 5737.282227
	Iteration 25Q: 3 clusters Score -1.025766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10257681.000000 Penalty: 5737.282227
	Iteration 26Q: 3 clusters Score -1.025768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10257667.000000 Penalty: 5737.282227
	Iteration 27Q: 3 clusters Score -1.025767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10257676.000000 Penalty: 5737.282227
	Iteration 28Q: 3 clusters Score -1.025768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10257686.000000 Penalty: 5737.282227
	Iteration 29Q: 3 clusters Score -1.025769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10257699.000000 Penalty: 5737.282227
	Iteration 30Q: 3 clusters Score -1.02577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10257703.000000 Penalty: 5737.282227
	Iteration 31Q: 3 clusters Score -1.02577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10257703.000000 Penalty: 5737.282227
	Iteration 32F: 3 clusters Score -1.02577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Entering Unmasked Estep 
Score: -1017086.687500 Penalty: 2311.959717
	Iteration 0F: 2 clusters Score -1017087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1008723.875000 Penalty: 4623.919434
	Iteration 0F: 3 clusters Score -1008724 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1011461.562500 Penalty: 4623.919434
	Iteration 1F: 3 clusters Score -1011462 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1012292.875000 Penalty: 4623.919434
	Iteration 2F: 3 clusters Score -1012293 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1013141.875000 Penalty: 4623.919434
	Iteration 3F: 3 clusters Score -1013142 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1014170.375000 Penalty: 4623.919434
	Iteration 4F: 3 clusters Score -1014170 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1015106.312500 Penalty: 4623.919434
	Iteration 5F: 3 clusters Score -1015106 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1015761.687500 Penalty: 4623.919434
	Iteration 6F: 3 clusters Score -1015762 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1016276.000000 Penalty: 4623.919434
	Iteration 7F: 3 clusters Score -1016276 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1016662.625000 Penalty: 4623.919434
	Iteration 8Q: 3 clusters Score -1016663 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1016912.000000 Penalty: 4623.919434
	Iteration 9Q: 3 clusters Score -1016912 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1017066.875000 Penalty: 4623.919434
	Iteration 10Q: 3 clusters Score -1017067 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1017176.312500 Penalty: 4623.919434
	Iteration 11Q: 3 clusters Score -1017176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1017244.125000 Penalty: 4623.919434
	Iteration 12Q: 3 clusters Score -1017244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1017284.875000 Penalty: 4623.919434
	Iteration 13Q: 3 clusters Score -1017285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1017315.750000 Penalty: 4623.919434
	Iteration 14Q: 3 clusters Score -1017316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1017332.937500 Penalty: 4623.919434
	Iteration 15Q: 3 clusters Score -1017333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1017349.687500 Penalty: 4623.919434
	Iteration 16Q: 3 clusters Score -1017350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1017366.687500 Penalty: 4623.919434
	Iteration 17Q: 3 clusters Score -1017367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1017378.937500 Penalty: 4623.919434
	Iteration 18Q: 3 clusters Score -1017379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1017388.062500 Penalty: 4623.919434
	Iteration 19Q: 3 clusters Score -1017388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1017393.812500 Penalty: 4623.919434
	Iteration 20F: 3 clusters Score -1017394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1017403.000000 Penalty: 4623.919434
	Iteration 21Q: 3 clusters Score -1017403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1017411.562500 Penalty: 4623.919434
	Iteration 22Q: 3 clusters Score -1017412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1017417.812500 Penalty: 4623.919434
	Iteration 23Q: 3 clusters Score -1017418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1017427.625000 Penalty: 4623.919434
	Iteration 24Q: 3 clusters Score -1017428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1017435.062500 Penalty: 4623.919434
	Iteration 25Q: 3 clusters Score -1017435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1017440.937500 Penalty: 4623.919434
	Iteration 26Q: 3 clusters Score -1017441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1017450.437500 Penalty: 4623.919434
	Iteration 27Q: 3 clusters Score -1017450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1017459.812500 Penalty: 4623.919434
	Iteration 28Q: 3 clusters Score -1017460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1017466.312500 Penalty: 4623.919434
	Iteration 29Q: 3 clusters Score -1017466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1017469.500000 Penalty: 4623.919434
	Iteration 30Q: 3 clusters Score -1017470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1017479.000000 Penalty: 4623.919434
	Iteration 31Q: 3 clusters Score -1017479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1017485.437500 Penalty: 4623.919434
	Iteration 32Q: 3 clusters Score -1017485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1017493.187500 Penalty: 4623.919434
	Iteration 33Q: 3 clusters Score -1017493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1017501.250000 Penalty: 4623.919434
	Iteration 34Q: 3 clusters Score -1017501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1017510.062500 Penalty: 4623.919434
	Iteration 35Q: 3 clusters Score -1017510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1017522.687500 Penalty: 4623.919434
	Iteration 36Q: 3 clusters Score -1017523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1017529.875000 Penalty: 4623.919434
	Iteration 37Q: 3 clusters Score -1017530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1017543.437500 Penalty: 4623.919434
	Iteration 38Q: 3 clusters Score -1017543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1017549.687500 Penalty: 4623.919434
	Iteration 39Q: 3 clusters Score -1017550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1017556.437500 Penalty: 4623.919434
	Iteration 40F: 3 clusters Score -1017556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1017567.000000 Penalty: 4623.919434
	Iteration 41Q: 3 clusters Score -1017567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1017578.000000 Penalty: 4623.919434
	Iteration 42Q: 3 clusters Score -1017578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1017588.875000 Penalty: 4623.919434
	Iteration 43Q: 3 clusters Score -1017589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1017604.000000 Penalty: 4623.919434
	Iteration 44Q: 3 clusters Score -1017604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1017617.812500 Penalty: 4623.919434
	Iteration 45Q: 3 clusters Score -1017618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1017622.125000 Penalty: 4623.919434
	Iteration 46Q: 3 clusters Score -1017622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1017631.625000 Penalty: 4623.919434
	Iteration 47Q: 3 clusters Score -1017632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1017639.562500 Penalty: 4623.919434
	Iteration 48Q: 3 clusters Score -1017640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1017650.187500 Penalty: 4623.919434
	Iteration 49Q: 3 clusters Score -1017650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1017659.250000 Penalty: 4623.919434
	Iteration 50Q: 3 clusters Score -1017659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1017672.000000 Penalty: 4623.919434
	Iteration 51Q: 3 clusters Score -1017672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1017678.375000 Penalty: 4623.919434
	Iteration 52Q: 3 clusters Score -1017678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1017692.500000 Penalty: 4623.919434
	Iteration 53Q: 3 clusters Score -1017692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1017696.750000 Penalty: 4623.919434
	Iteration 54Q: 3 clusters Score -1017697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1017702.875000 Penalty: 4623.919434
	Iteration 55Q: 3 clusters Score -1017703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1017702.625000 Penalty: 4623.919434
	Iteration 56Q: 3 clusters Score -1017703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1017708.062500 Penalty: 4623.919434
	Iteration 57Q: 3 clusters Score -1017708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1017714.687500 Penalty: 4623.919434
	Iteration 58Q: 3 clusters Score -1017715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1017713.937500 Penalty: 4623.919434
	Iteration 59Q: 3 clusters Score -1017714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1017718.125000 Penalty: 4623.919434
	Iteration 60F: 3 clusters Score -1017718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1017719.187500 Penalty: 4623.919434
	Iteration 61Q: 3 clusters Score -1017719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1017721.875000 Penalty: 4623.919434
	Iteration 62Q: 3 clusters Score -1017722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1017725.125000 Penalty: 4623.919434
	Iteration 63Q: 3 clusters Score -1017725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1017726.500000 Penalty: 4623.919434
	Iteration 64Q: 3 clusters Score -1017726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1017728.687500 Penalty: 4623.919434
	Iteration 65Q: 3 clusters Score -1017729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1017734.312500 Penalty: 4623.919434
	Iteration 66Q: 3 clusters Score -1017734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1017736.750000 Penalty: 4623.919434
	Iteration 67Q: 3 clusters Score -1017737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1017740.187500 Penalty: 4623.919434
	Iteration 68Q: 3 clusters Score -1017740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1017742.312500 Penalty: 4623.919434
	Iteration 69Q: 3 clusters Score -1017742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1017743.187500 Penalty: 4623.919434
	Iteration 70Q: 3 clusters Score -1017743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1017745.375000 Penalty: 4623.919434
	Iteration 71Q: 3 clusters Score -1017745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1017747.187500 Penalty: 4623.919434
	Iteration 72Q: 3 clusters Score -1017747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1017749.250000 Penalty: 4623.919434
	Iteration 73Q: 3 clusters Score -1017749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1017749.250000 Penalty: 4623.919434
	Iteration 74Q: 3 clusters Score -1017749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1017754.187500 Penalty: 4623.919434
	Iteration 75Q: 3 clusters Score -1017754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1017754.750000 Penalty: 4623.919434
	Iteration 76Q: 3 clusters Score -1017755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1017754.812500 Penalty: 4623.919434
	Iteration 77Q: 3 clusters Score -1017755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1017756.437500 Penalty: 4623.919434
	Iteration 78Q: 3 clusters Score -1017756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1017756.312500 Penalty: 4623.919434
	Iteration 79Q: 3 clusters Score -1017756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1017755.562500 Penalty: 4623.919434
	Iteration 80F: 3 clusters Score -1017756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1017758.562500 Penalty: 4623.919434
	Iteration 81Q: 3 clusters Score -1017759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1017758.625000 Penalty: 4623.919434
	Iteration 82Q: 3 clusters Score -1017759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1017758.062500 Penalty: 4623.919434
	Iteration 83Q: 3 clusters Score -1017758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1017759.437500 Penalty: 4623.919434
	Iteration 84Q: 3 clusters Score -1017759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1017761.500000 Penalty: 4623.919434
	Iteration 85Q: 3 clusters Score -1017762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1017761.500000 Penalty: 4623.919434
	Iteration 86Q: 3 clusters Score -1017762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1017763.125000 Penalty: 4623.919434
	Iteration 87Q: 3 clusters Score -1017763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1017765.812500 Penalty: 4623.919434
	Iteration 88Q: 3 clusters Score -1017766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1017766.500000 Penalty: 4623.919434
	Iteration 89Q: 3 clusters Score -1017766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1017770.375000 Penalty: 4623.919434
	Iteration 90Q: 3 clusters Score -1017770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1017777.187500 Penalty: 4623.919434
	Iteration 91Q: 3 clusters Score -1017777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1017783.687500 Penalty: 4623.919434
	Iteration 92Q: 3 clusters Score -1017784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1017789.312500 Penalty: 4623.919434
	Iteration 93Q: 3 clusters Score -1017789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1017797.625000 Penalty: 4623.919434
	Iteration 94Q: 3 clusters Score -1017798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1017802.625000 Penalty: 4623.919434
	Iteration 95Q: 3 clusters Score -1017803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1017811.750000 Penalty: 4623.919434
	Iteration 96Q: 3 clusters Score -1017812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1017821.312500 Penalty: 4623.919434
	Iteration 97Q: 3 clusters Score -1017821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1017826.375000 Penalty: 4623.919434
	Iteration 98Q: 3 clusters Score -1017826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1017832.625000 Penalty: 4623.919434
	Iteration 99Q: 3 clusters Score -1017833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1017835.937500 Penalty: 4623.919434
	Iteration 100F: 3 clusters Score -1017836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1017838.625000 Penalty: 4623.919434
	Iteration 101Q: 3 clusters Score -1017839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1017844.562500 Penalty: 4623.919434
	Iteration 102Q: 3 clusters Score -1017845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1017849.875000 Penalty: 4623.919434
	Iteration 103Q: 3 clusters Score -1017850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1017858.312500 Penalty: 4623.919434
	Iteration 104Q: 3 clusters Score -1017858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1017868.125000 Penalty: 4623.919434
	Iteration 105Q: 3 clusters Score -1017868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1017877.937500 Penalty: 4623.919434
	Iteration 106Q: 3 clusters Score -1017878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1017885.187500 Penalty: 4623.919434
	Iteration 107Q: 3 clusters Score -1017885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1017891.625000 Penalty: 4623.919434
	Iteration 108Q: 3 clusters Score -1017892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1017899.125000 Penalty: 4623.919434
	Iteration 109Q: 3 clusters Score -1017899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1017909.000000 Penalty: 4623.919434
	Iteration 110Q: 3 clusters Score -1017909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1017914.312500 Penalty: 4623.919434
	Iteration 111Q: 3 clusters Score -1017914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1017920.750000 Penalty: 4623.919434
	Iteration 112Q: 3 clusters Score -1017921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1017926.375000 Penalty: 4623.919434
	Iteration 113Q: 3 clusters Score -1017926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1017936.375000 Penalty: 4623.919434
	Iteration 114Q: 3 clusters Score -1017936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1017943.000000 Penalty: 4623.919434
	Iteration 115Q: 3 clusters Score -1017943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1017953.375000 Penalty: 4623.919434
	Iteration 116Q: 3 clusters Score -1017953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1017962.125000 Penalty: 4623.919434
	Iteration 117Q: 3 clusters Score -1017962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1017965.187500 Penalty: 4623.919434
	Iteration 118Q: 3 clusters Score -1017965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1017972.250000 Penalty: 4623.919434
	Iteration 119Q: 3 clusters Score -1017972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1017974.250000 Penalty: 4623.919434
	Iteration 120F: 3 clusters Score -1017974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1017975.062500 Penalty: 4623.919434
	Iteration 121Q: 3 clusters Score -1017975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1017977.437500 Penalty: 4623.919434
	Iteration 122Q: 3 clusters Score -1017977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1017980.062500 Penalty: 4623.919434
	Iteration 123Q: 3 clusters Score -1017980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1017982.000000 Penalty: 4623.919434
	Iteration 124Q: 3 clusters Score -1017982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1017984.250000 Penalty: 4623.919434
	Iteration 125Q: 3 clusters Score -1017984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1017984.687500 Penalty: 4623.919434
	Iteration 126Q: 3 clusters Score -1017985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1017984.250000 Penalty: 4623.919434
	Iteration 127Q: 3 clusters Score -1017984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1017984.562500 Penalty: 4623.919434
	Iteration 128Q: 3 clusters Score -1017985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1017986.000000 Penalty: 4623.919434
	Iteration 129Q: 3 clusters Score -1017986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1017985.875000 Penalty: 4623.919434
	Iteration 130Q: 3 clusters Score -1017986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1017985.875000 Penalty: 4623.919434
	Iteration 131F: 3 clusters Score -1017986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Mstep: Class 45 contains 2817 members 
Mstep: Class 46 contains 2766 members 
Mstep: Class 47 contains 5826 members 
Mstep: Class 48 contains 3294 members 
Entering Unmasked Estep 
Score: -58918924.000000 Penalty: 158889.593750
Splitting cluster 32 changes total score from -58909644.000000 to -58918924.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 33 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -359098.718750 Penalty: 2047.767212
	Iteration 0F: 2 clusters Score -359098.7 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 1959 members 
Entering Unmasked Estep 
Score: -355262.343750 Penalty: 4095.534424
	Iteration 0F: 3 clusters Score -355262.3 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -356152.218750 Penalty: 4095.534424
	Iteration 1F: 3 clusters Score -356152.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -356465.187500 Penalty: 4095.534424
	Iteration 2F: 3 clusters Score -356465.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -356629.500000 Penalty: 4095.534424
	Iteration 3F: 3 clusters Score -356629.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -356780.375000 Penalty: 4095.534424
	Iteration 4F: 3 clusters Score -356780.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -356905.593750 Penalty: 4095.534424
	Iteration 5Q: 3 clusters Score -356905.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -357031.468750 Penalty: 4095.534424
	Iteration 6Q: 3 clusters Score -357031.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -357147.875000 Penalty: 4095.534424
	Iteration 7Q: 3 clusters Score -357147.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -357246.343750 Penalty: 4095.534424
	Iteration 8Q: 3 clusters Score -357246.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -357321.500000 Penalty: 4095.534424
	Iteration 9Q: 3 clusters Score -357321.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -357410.000000 Penalty: 4095.534424
	Iteration 10Q: 3 clusters Score -357410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -357481.093750 Penalty: 4095.534424
	Iteration 11Q: 3 clusters Score -357481.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -357534.562500 Penalty: 4095.534424
	Iteration 12Q: 3 clusters Score -357534.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -357578.687500 Penalty: 4095.534424
	Iteration 13Q: 3 clusters Score -357578.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -357626.593750 Penalty: 4095.534424
	Iteration 14Q: 3 clusters Score -357626.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -357661.687500 Penalty: 4095.534424
	Iteration 15Q: 3 clusters Score -357661.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -357685.906250 Penalty: 4095.534424
	Iteration 16Q: 3 clusters Score -357685.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -357703.968750 Penalty: 4095.534424
	Iteration 17Q: 3 clusters Score -357704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -357721.843750 Penalty: 4095.534424
	Iteration 18Q: 3 clusters Score -357721.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -357731.812500 Penalty: 4095.534424
	Iteration 19Q: 3 clusters Score -357731.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -357745.687500 Penalty: 4095.534424
	Iteration 20F: 3 clusters Score -357745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -357753.093750 Penalty: 4095.534424
	Iteration 21Q: 3 clusters Score -357753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -357765.375000 Penalty: 4095.534424
	Iteration 22Q: 3 clusters Score -357765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -357783.375000 Penalty: 4095.534424
	Iteration 23Q: 3 clusters Score -357783.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -357814.093750 Penalty: 4095.534424
	Iteration 24Q: 3 clusters Score -357814.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -357853.156250 Penalty: 4095.534424
	Iteration 25Q: 3 clusters Score -357853.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -357895.218750 Penalty: 4095.534424
	Iteration 26Q: 3 clusters Score -357895.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -357934.000000 Penalty: 4095.534424
	Iteration 27Q: 3 clusters Score -357934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -357955.750000 Penalty: 4095.534424
	Iteration 28Q: 3 clusters Score -357955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -357975.656250 Penalty: 4095.534424
	Iteration 29Q: 3 clusters Score -357975.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -357998.625000 Penalty: 4095.534424
	Iteration 30Q: 3 clusters Score -357998.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -358019.875000 Penalty: 4095.534424
	Iteration 31Q: 3 clusters Score -358019.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -358044.562500 Penalty: 4095.534424
	Iteration 32Q: 3 clusters Score -358044.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -358066.531250 Penalty: 4095.534424
	Iteration 33Q: 3 clusters Score -358066.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -358082.125000 Penalty: 4095.534424
	Iteration 34Q: 3 clusters Score -358082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -358088.937500 Penalty: 4095.534424
	Iteration 35Q: 3 clusters Score -358088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -358091.375000 Penalty: 4095.534424
	Iteration 36Q: 3 clusters Score -358091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -358094.812500 Penalty: 4095.534424
	Iteration 37Q: 3 clusters Score -358094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -358103.625000 Penalty: 4095.534424
	Iteration 38Q: 3 clusters Score -358103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -358107.375000 Penalty: 4095.534424
	Iteration 39Q: 3 clusters Score -358107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -358109.125000 Penalty: 4095.534424
	Iteration 40F: 3 clusters Score -358109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -358112.812500 Penalty: 4095.534424
	Iteration 41Q: 3 clusters Score -358112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -358115.531250 Penalty: 4095.534424
	Iteration 42Q: 3 clusters Score -358115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -358118.968750 Penalty: 4095.534424
	Iteration 43Q: 3 clusters Score -358119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -358122.125000 Penalty: 4095.534424
	Iteration 44Q: 3 clusters Score -358122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -358126.687500 Penalty: 4095.534424
	Iteration 45Q: 3 clusters Score -358126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -358127.312500 Penalty: 4095.534424
	Iteration 46Q: 3 clusters Score -358127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -358127.875000 Penalty: 4095.534424
	Iteration 47Q: 3 clusters Score -358127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -358130.031250 Penalty: 4095.534424
	Iteration 48Q: 3 clusters Score -358130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -358130.031250 Penalty: 4095.534424
	Iteration 49F: 3 clusters Score -358130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -120327.664062 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -120327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118213.609375 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -118213.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118506.164062 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -118506.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118576.140625 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -118576.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118627.515625 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -118627.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118659.679688 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -118659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118678.000000 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -118678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118686.343750 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -118686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118692.359375 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -118692.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118699.679688 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -118699.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118705.242188 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -118705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118710.320312 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -118710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118714.750000 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -118714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118718.960938 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -118719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118721.335938 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -118721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118724.023438 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -118724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118725.054688 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -118725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118727.289062 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -118727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118730.476562 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -118730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118731.523438 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -118731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -118731.523438 Penalty: 3516.678223
	Iteration 19F: 3 clusters Score -118731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Entering Unmasked Estep 
Score: -893774.625000 Penalty: 2253.277832
	Iteration 0F: 2 clusters Score -893774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -886811.062500 Penalty: 4506.555664
	Iteration 0F: 3 clusters Score -886811.1 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -888662.562500 Penalty: 4506.555664
	Iteration 1F: 3 clusters Score -888662.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -888920.500000 Penalty: 4506.555664
	Iteration 2F: 3 clusters Score -888920.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -889095.000000 Penalty: 4506.555664
	Iteration 3Q: 3 clusters Score -889095 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -889232.312500 Penalty: 4506.555664
	Iteration 4Q: 3 clusters Score -889232.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -889348.187500 Penalty: 4506.555664
	Iteration 5Q: 3 clusters Score -889348.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -889458.625000 Penalty: 4506.555664
	Iteration 6Q: 3 clusters Score -889458.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -889584.625000 Penalty: 4506.555664
	Iteration 7Q: 3 clusters Score -889584.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -889706.312500 Penalty: 4506.555664
	Iteration 8Q: 3 clusters Score -889706.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -889841.062500 Penalty: 4506.555664
	Iteration 9Q: 3 clusters Score -889841.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -889995.000000 Penalty: 4506.555664
	Iteration 10Q: 3 clusters Score -889995 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -890150.437500 Penalty: 4506.555664
	Iteration 11Q: 3 clusters Score -890150.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -890325.562500 Penalty: 4506.555664
	Iteration 12Q: 3 clusters Score -890325.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -890539.875000 Penalty: 4506.555664
	Iteration 13Q: 3 clusters Score -890539.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -890765.875000 Penalty: 4506.555664
	Iteration 14Q: 3 clusters Score -890765.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -890974.812500 Penalty: 4506.555664
	Iteration 15Q: 3 clusters Score -890974.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -891170.500000 Penalty: 4506.555664
	Iteration 16Q: 3 clusters Score -891170.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -891346.937500 Penalty: 4506.555664
	Iteration 17Q: 3 clusters Score -891346.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -891477.000000 Penalty: 4506.555664
	Iteration 18Q: 3 clusters Score -891477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -891565.000000 Penalty: 4506.555664
	Iteration 19Q: 3 clusters Score -891565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -891625.562500 Penalty: 4506.555664
	Iteration 20F: 3 clusters Score -891625.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -891674.562500 Penalty: 4506.555664
	Iteration 21Q: 3 clusters Score -891674.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -891709.187500 Penalty: 4506.555664
	Iteration 22Q: 3 clusters Score -891709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -891724.937500 Penalty: 4506.555664
	Iteration 23Q: 3 clusters Score -891724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -891732.312500 Penalty: 4506.555664
	Iteration 24Q: 3 clusters Score -891732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -891737.437500 Penalty: 4506.555664
	Iteration 25Q: 3 clusters Score -891737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -891745.937500 Penalty: 4506.555664
	Iteration 26Q: 3 clusters Score -891745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -891753.687500 Penalty: 4506.555664
	Iteration 27Q: 3 clusters Score -891753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -891755.250000 Penalty: 4506.555664
	Iteration 28Q: 3 clusters Score -891755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -891755.500000 Penalty: 4506.555664
	Iteration 29Q: 3 clusters Score -891755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -891755.312500 Penalty: 4506.555664
	Iteration 30Q: 3 clusters Score -891755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -891755.312500 Penalty: 4506.555664
	Iteration 31F: 3 clusters Score -891755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -620397.125000 Penalty: 2172.086182
	Iteration 0F: 2 clusters Score -620397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -614998.625000 Penalty: 4344.172363
	Iteration 0F: 3 clusters Score -614998.6 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -616455.312500 Penalty: 4344.172363
	Iteration 1F: 3 clusters Score -616455.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -616738.062500 Penalty: 4344.172363
	Iteration 2F: 3 clusters Score -616738.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -616935.687500 Penalty: 4344.172363
	Iteration 3F: 3 clusters Score -616935.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -617109.625000 Penalty: 4344.172363
	Iteration 4Q: 3 clusters Score -617109.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -617239.625000 Penalty: 4344.172363
	Iteration 5Q: 3 clusters Score -617239.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -617353.500000 Penalty: 4344.172363
	Iteration 6Q: 3 clusters Score -617353.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -617482.625000 Penalty: 4344.172363
	Iteration 7Q: 3 clusters Score -617482.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -617613.812500 Penalty: 4344.172363
	Iteration 8Q: 3 clusters Score -617613.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -617720.187500 Penalty: 4344.172363
	Iteration 9Q: 3 clusters Score -617720.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -617840.000000 Penalty: 4344.172363
	Iteration 10Q: 3 clusters Score -617840 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -617958.062500 Penalty: 4344.172363
	Iteration 11Q: 3 clusters Score -617958.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -618071.500000 Penalty: 4344.172363
	Iteration 12Q: 3 clusters Score -618071.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -618198.187500 Penalty: 4344.172363
	Iteration 13Q: 3 clusters Score -618198.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -618324.625000 Penalty: 4344.172363
	Iteration 14Q: 3 clusters Score -618324.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -618439.312500 Penalty: 4344.172363
	Iteration 15Q: 3 clusters Score -618439.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -618533.312500 Penalty: 4344.172363
	Iteration 16Q: 3 clusters Score -618533.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -618609.625000 Penalty: 4344.172363
	Iteration 17Q: 3 clusters Score -618609.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -618648.750000 Penalty: 4344.172363
	Iteration 18Q: 3 clusters Score -618648.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -618674.687500 Penalty: 4344.172363
	Iteration 19Q: 3 clusters Score -618674.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -618694.687500 Penalty: 4344.172363
	Iteration 20F: 3 clusters Score -618694.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -618711.812500 Penalty: 4344.172363
	Iteration 21Q: 3 clusters Score -618711.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -618725.000000 Penalty: 4344.172363
	Iteration 22Q: 3 clusters Score -618725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -618732.937500 Penalty: 4344.172363
	Iteration 23Q: 3 clusters Score -618732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -618738.000000 Penalty: 4344.172363
	Iteration 24Q: 3 clusters Score -618738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -618742.437500 Penalty: 4344.172363
	Iteration 25Q: 3 clusters Score -618742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -618748.062500 Penalty: 4344.172363
	Iteration 26Q: 3 clusters Score -618748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -618753.625000 Penalty: 4344.172363
	Iteration 27Q: 3 clusters Score -618753.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -618752.062500 Penalty: 4344.172363
	Iteration 28Q: 3 clusters Score -618752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -618754.250000 Penalty: 4344.172363
	Iteration 29Q: 3 clusters Score -618754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -618755.000000 Penalty: 4344.172363
	Iteration 30Q: 3 clusters Score -618755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -618756.625000 Penalty: 4344.172363
	Iteration 31Q: 3 clusters Score -618756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -618756.625000 Penalty: 4344.172363
	Iteration 32F: 3 clusters Score -618756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -703869.062500 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -703869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -697865.750000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -697865.8 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -699523.312500 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -699523.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -699884.312500 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -699884.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -700156.562500 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -700156.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -700406.000000 Penalty: 4415.550781
	Iteration 4F: 3 clusters Score -700406 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -700697.437500 Penalty: 4415.550781
	Iteration 5Q: 3 clusters Score -700697.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -700957.375000 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -700957.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -701150.312500 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -701150.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -701299.312500 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -701299.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -701435.375000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -701435.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -701549.312500 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -701549.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -701646.750000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -701646.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -701726.125000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -701726.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -701788.312500 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -701788.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -701844.562500 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -701844.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -701894.125000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -701894.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -701931.375000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -701931.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -701952.187500 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -701952.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -701973.250000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -701973.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -701989.937500 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -701989.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -701997.562500 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -701997.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -702004.000000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -702004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -702008.875000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -702008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -702009.562500 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -702009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -702012.250000 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -702012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -702010.687500 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -702010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -702011.937500 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -702011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -702013.125000 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -702013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -702015.062500 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -702015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -702016.812500 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -702016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -702016.687500 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -702016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -702018.000000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -702018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -702019.437500 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -702019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -702020.000000 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -702020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -702019.750000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -702019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -702019.750000 Penalty: 4415.550781
	Iteration 35F: 3 clusters Score -702019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -187858.265625 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -187858.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -185105.562500 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -185105.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -185767.750000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -185767.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -186094.156250 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -186094.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -186305.421875 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -186305.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -186558.984375 Penalty: 3822.926025
	Iteration 4F: 3 clusters Score -186559 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186874.015625 Penalty: 3822.926025
	Iteration 5F: 3 clusters Score -186874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187148.078125 Penalty: 3822.926025
	Iteration 6F: 3 clusters Score -187148.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187345.546875 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -187345.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187478.656250 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -187478.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -187601.546875 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -187601.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -187740.328125 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -187740.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -187855.812500 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -187855.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -187905.906250 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -187905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -187939.406250 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -187939.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187975.218750 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -187975.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -188018.812500 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -188018.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -188056.546875 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -188056.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -188076.750000 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -188076.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -188094.781250 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -188094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -188107.765625 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -188107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188114.453125 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -188114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -188116.437500 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -188116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188118.578125 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -188118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -188119.390625 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -188119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -188122.078125 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -188122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188124.156250 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -188124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -188124.765625 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -188124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -188124.765625 Penalty: 3822.926025
	Iteration 27F: 3 clusters Score -188124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 942 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 33654 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Mstep: Class 45 contains 2817 members 
Mstep: Class 46 contains 2766 members 
Mstep: Class 47 contains 5826 members 
Mstep: Class 48 contains 3294 members 
Mstep: Class 49 contains 1283 members 
Entering Unmasked Estep 
Score: -58917804.000000 Penalty: 162199.796875
Splitting cluster 38 changes total score from -58909644.000000 to -58917804.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 39 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -239048.093750 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -239048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -236016.546875 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -236016.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -236711.046875 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -236711 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -236952.984375 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -236953 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -237117.953125 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -237118 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -237244.562500 Penalty: 3909.253662
	Iteration 4Q: 3 clusters Score -237244.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -237361.968750 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -237362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -237455.734375 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -237455.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -237532.890625 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -237532.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -237618.015625 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -237618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -237689.281250 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -237689.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -237745.343750 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -237745.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -237785.109375 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -237785.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -237810.906250 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -237810.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -237839.859375 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -237839.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237857.734375 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -237857.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237869.328125 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -237869.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237876.500000 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -237876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237879.390625 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -237879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237881.937500 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -237881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237883.828125 Penalty: 3909.253662
	Iteration 19Q: 3 clusters Score -237883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237885.687500 Penalty: 3909.253662
	Iteration 20F: 3 clusters Score -237885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237888.062500 Penalty: 3909.253662
	Iteration 21Q: 3 clusters Score -237888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237888.656250 Penalty: 3909.253662
	Iteration 22Q: 3 clusters Score -237888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237889.828125 Penalty: 3909.253662
	Iteration 23Q: 3 clusters Score -237889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237890.750000 Penalty: 3909.253662
	Iteration 24Q: 3 clusters Score -237890.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237892.828125 Penalty: 3909.253662
	Iteration 25Q: 3 clusters Score -237892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237895.203125 Penalty: 3909.253662
	Iteration 26Q: 3 clusters Score -237895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -237898.109375 Penalty: 3909.253662
	Iteration 27Q: 3 clusters Score -237898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237899.500000 Penalty: 3909.253662
	Iteration 28Q: 3 clusters Score -237899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237899.453125 Penalty: 3909.253662
	Iteration 29Q: 3 clusters Score -237899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237899.453125 Penalty: 3909.253662
	Iteration 30F: 3 clusters Score -237899.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Entering Unmasked Estep 
Score: -2876675.750000 Penalty: 2545.858398
	Iteration 0F: 2 clusters Score -2876676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2857005.500000 Penalty: 5091.716797
	Iteration 0F: 3 clusters Score -2857006 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2863866.000000 Penalty: 5091.716797
	Iteration 1F: 3 clusters Score -2863866 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2864301.500000 Penalty: 5091.716797
	Iteration 2Q: 3 clusters Score -2864302 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2864717.250000 Penalty: 5091.716797
	Iteration 3Q: 3 clusters Score -2864717 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2865138.250000 Penalty: 5091.716797
	Iteration 4Q: 3 clusters Score -2865138 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2865697.750000 Penalty: 5091.716797
	Iteration 5Q: 3 clusters Score -2865698 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2866498.500000 Penalty: 5091.716797
	Iteration 6F: 3 clusters Score -2866498 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2867589.750000 Penalty: 5091.716797
	Iteration 7F: 3 clusters Score -2867590 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2868883.500000 Penalty: 5091.716797
	Iteration 8F: 3 clusters Score -2868884 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2870134.500000 Penalty: 5091.716797
	Iteration 9F: 3 clusters Score -2870134 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2871118.500000 Penalty: 5091.716797
	Iteration 10F: 3 clusters Score -2871118 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2871759.250000 Penalty: 5091.716797
	Iteration 11Q: 3 clusters Score -2871759 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2872217.000000 Penalty: 5091.716797
	Iteration 12Q: 3 clusters Score -2872217 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2872541.000000 Penalty: 5091.716797
	Iteration 13Q: 3 clusters Score -2872541 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2872799.000000 Penalty: 5091.716797
	Iteration 14Q: 3 clusters Score -2872799 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2873009.500000 Penalty: 5091.716797
	Iteration 15Q: 3 clusters Score -2873010 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2873131.000000 Penalty: 5091.716797
	Iteration 16Q: 3 clusters Score -2873131 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2873226.000000 Penalty: 5091.716797
	Iteration 17Q: 3 clusters Score -2873226 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2873297.750000 Penalty: 5091.716797
	Iteration 18Q: 3 clusters Score -2873298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2873331.250000 Penalty: 5091.716797
	Iteration 19Q: 3 clusters Score -2873331 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2873357.250000 Penalty: 5091.716797
	Iteration 20F: 3 clusters Score -2873357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2873382.250000 Penalty: 5091.716797
	Iteration 21Q: 3 clusters Score -2873382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2873400.750000 Penalty: 5091.716797
	Iteration 22Q: 3 clusters Score -2873401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2873422.500000 Penalty: 5091.716797
	Iteration 23Q: 3 clusters Score -2873422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2873435.750000 Penalty: 5091.716797
	Iteration 24Q: 3 clusters Score -2873436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2873451.500000 Penalty: 5091.716797
	Iteration 25Q: 3 clusters Score -2873452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2873458.500000 Penalty: 5091.716797
	Iteration 26Q: 3 clusters Score -2873458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2873474.750000 Penalty: 5091.716797
	Iteration 27Q: 3 clusters Score -2873475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2873481.750000 Penalty: 5091.716797
	Iteration 28Q: 3 clusters Score -2873482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2873498.000000 Penalty: 5091.716797
	Iteration 29Q: 3 clusters Score -2873498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2873521.250000 Penalty: 5091.716797
	Iteration 30Q: 3 clusters Score -2873521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2873540.500000 Penalty: 5091.716797
	Iteration 31Q: 3 clusters Score -2873540 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2873569.500000 Penalty: 5091.716797
	Iteration 32Q: 3 clusters Score -2873570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -2873600.250000 Penalty: 5091.716797
	Iteration 33Q: 3 clusters Score -2873600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2873621.750000 Penalty: 5091.716797
	Iteration 34Q: 3 clusters Score -2873622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -2873647.250000 Penalty: 5091.716797
	Iteration 35Q: 3 clusters Score -2873647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -2873673.500000 Penalty: 5091.716797
	Iteration 36Q: 3 clusters Score -2873674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2873709.750000 Penalty: 5091.716797
	Iteration 37Q: 3 clusters Score -2873710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2873755.250000 Penalty: 5091.716797
	Iteration 38Q: 3 clusters Score -2873755 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -2873781.000000 Penalty: 5091.716797
	Iteration 39Q: 3 clusters Score -2873781 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -2873814.750000 Penalty: 5091.716797
	Iteration 40F: 3 clusters Score -2873815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2873843.250000 Penalty: 5091.716797
	Iteration 41Q: 3 clusters Score -2873843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2873882.750000 Penalty: 5091.716797
	Iteration 42Q: 3 clusters Score -2873883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2873905.000000 Penalty: 5091.716797
	Iteration 43Q: 3 clusters Score -2873905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2873952.750000 Penalty: 5091.716797
	Iteration 44Q: 3 clusters Score -2873953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2873986.750000 Penalty: 5091.716797
	Iteration 45Q: 3 clusters Score -2873987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2874010.250000 Penalty: 5091.716797
	Iteration 46Q: 3 clusters Score -2874010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -2874040.500000 Penalty: 5091.716797
	Iteration 47Q: 3 clusters Score -2874040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2874063.000000 Penalty: 5091.716797
	Iteration 48Q: 3 clusters Score -2874063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2874087.750000 Penalty: 5091.716797
	Iteration 49Q: 3 clusters Score -2874088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2874114.250000 Penalty: 5091.716797
	Iteration 50Q: 3 clusters Score -2874114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2874149.750000 Penalty: 5091.716797
	Iteration 51Q: 3 clusters Score -2874150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2874171.500000 Penalty: 5091.716797
	Iteration 52Q: 3 clusters Score -2874172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -2874189.000000 Penalty: 5091.716797
	Iteration 53Q: 3 clusters Score -2874189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2874212.500000 Penalty: 5091.716797
	Iteration 54Q: 3 clusters Score -2874212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2874222.500000 Penalty: 5091.716797
	Iteration 55Q: 3 clusters Score -2874222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -2874235.250000 Penalty: 5091.716797
	Iteration 56Q: 3 clusters Score -2874235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2874242.250000 Penalty: 5091.716797
	Iteration 57Q: 3 clusters Score -2874242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2874240.750000 Penalty: 5091.716797
	Iteration 58Q: 3 clusters Score -2874241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -2874249.000000 Penalty: 5091.716797
	Iteration 59Q: 3 clusters Score -2874249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -2874259.500000 Penalty: 5091.716797
	Iteration 60F: 3 clusters Score -2874260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -2874265.500000 Penalty: 5091.716797
	Iteration 61Q: 3 clusters Score -2874266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2874270.250000 Penalty: 5091.716797
	Iteration 62Q: 3 clusters Score -2874270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -2874280.500000 Penalty: 5091.716797
	Iteration 63Q: 3 clusters Score -2874280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2874283.750000 Penalty: 5091.716797
	Iteration 64Q: 3 clusters Score -2874284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2874288.750000 Penalty: 5091.716797
	Iteration 65Q: 3 clusters Score -2874289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2874288.000000 Penalty: 5091.716797
	Iteration 66Q: 3 clusters Score -2874288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -2874291.500000 Penalty: 5091.716797
	Iteration 67Q: 3 clusters Score -2874292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -2874295.750000 Penalty: 5091.716797
	Iteration 68Q: 3 clusters Score -2874296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -2874296.000000 Penalty: 5091.716797
	Iteration 69Q: 3 clusters Score -2874296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -2874301.000000 Penalty: 5091.716797
	Iteration 70Q: 3 clusters Score -2874301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -2874306.750000 Penalty: 5091.716797
	Iteration 71Q: 3 clusters Score -2874307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -2874309.500000 Penalty: 5091.716797
	Iteration 72Q: 3 clusters Score -2874310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -2874315.250000 Penalty: 5091.716797
	Iteration 73Q: 3 clusters Score -2874315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -2874319.500000 Penalty: 5091.716797
	Iteration 74Q: 3 clusters Score -2874320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -2874321.250000 Penalty: 5091.716797
	Iteration 75Q: 3 clusters Score -2874321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -2874327.000000 Penalty: 5091.716797
	Iteration 76Q: 3 clusters Score -2874327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -2874327.500000 Penalty: 5091.716797
	Iteration 77Q: 3 clusters Score -2874328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2874330.250000 Penalty: 5091.716797
	Iteration 78Q: 3 clusters Score -2874330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2874339.750000 Penalty: 5091.716797
	Iteration 79Q: 3 clusters Score -2874340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2874352.750000 Penalty: 5091.716797
	Iteration 80F: 3 clusters Score -2874353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2874354.000000 Penalty: 5091.716797
	Iteration 81Q: 3 clusters Score -2874354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -2874353.500000 Penalty: 5091.716797
	Iteration 82Q: 3 clusters Score -2874354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -2874360.000000 Penalty: 5091.716797
	Iteration 83Q: 3 clusters Score -2874360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2874360.500000 Penalty: 5091.716797
	Iteration 84Q: 3 clusters Score -2874360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -2874367.750000 Penalty: 5091.716797
	Iteration 85Q: 3 clusters Score -2874368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2874370.000000 Penalty: 5091.716797
	Iteration 86Q: 3 clusters Score -2874370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -2874369.750000 Penalty: 5091.716797
	Iteration 87Q: 3 clusters Score -2874370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -2874374.750000 Penalty: 5091.716797
	Iteration 88Q: 3 clusters Score -2874375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2874378.500000 Penalty: 5091.716797
	Iteration 89Q: 3 clusters Score -2874378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2874380.250000 Penalty: 5091.716797
	Iteration 90Q: 3 clusters Score -2874380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2874380.250000 Penalty: 5091.716797
	Iteration 91F: 3 clusters Score -2874380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -126707.945312 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -126707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124509.390625 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -124509.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124820.429688 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -124820.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124925.875000 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -124925.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124971.109375 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -124971.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125003.906250 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -125003.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125020.773438 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -125020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125031.765625 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -125031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125043.601562 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -125043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125051.203125 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -125051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125053.687500 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -125053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125056.273438 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -125056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125056.273438 Penalty: 3582.754639
	Iteration 11F: 3 clusters Score -125056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (33654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Entering Unmasked Estep 
Score: -3403724.250000 Penalty: 2585.124023
	Iteration 0F: 2 clusters Score -3403724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3380838.250000 Penalty: 5170.248047
	Iteration 0F: 3 clusters Score -3380838 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3391176.250000 Penalty: 5170.248047
	Iteration 1F: 3 clusters Score -3391176 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3398336.250000 Penalty: 5170.248047
	Iteration 2F: 3 clusters Score -3398336 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3406444.000000 Penalty: 5170.248047
	Iteration 3F: 3 clusters Score -3406444 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3408098.750000 Penalty: 5170.248047
	Iteration 4F: 3 clusters Score -3408099 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3408998.500000 Penalty: 5170.248047
	Iteration 5F: 3 clusters Score -3408998 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3409756.500000 Penalty: 5170.248047
	Iteration 6Q: 3 clusters Score -3409756 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3410473.500000 Penalty: 5170.248047
	Iteration 7Q: 3 clusters Score -3410474 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3411215.750000 Penalty: 5170.248047
	Iteration 8Q: 3 clusters Score -3411216 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3412007.500000 Penalty: 5170.248047
	Iteration 9Q: 3 clusters Score -3412008 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3412914.500000 Penalty: 5170.248047
	Iteration 10Q: 3 clusters Score -3412914 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3413848.250000 Penalty: 5170.248047
	Iteration 11Q: 3 clusters Score -3413848 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3414814.500000 Penalty: 5170.248047
	Iteration 12Q: 3 clusters Score -3414814 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3415746.250000 Penalty: 5170.248047
	Iteration 13Q: 3 clusters Score -3415746 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3416706.000000 Penalty: 5170.248047
	Iteration 14Q: 3 clusters Score -3416706 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3417869.500000 Penalty: 5170.248047
	Iteration 15Q: 3 clusters Score -3417870 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3418954.000000 Penalty: 5170.248047
	Iteration 16Q: 3 clusters Score -3418954 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3419372.250000 Penalty: 5170.248047
	Iteration 17Q: 3 clusters Score -3419372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3419451.750000 Penalty: 5170.248047
	Iteration 18Q: 3 clusters Score -3419452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3419465.750000 Penalty: 5170.248047
	Iteration 19Q: 3 clusters Score -3419466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3419463.500000 Penalty: 5170.248047
	Iteration 20F: 3 clusters Score -3419464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3419462.750000 Penalty: 5170.248047
	Iteration 21Q: 3 clusters Score -3419463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3419462.750000 Penalty: 5170.248047
	Iteration 22F: 3 clusters Score -3419463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 942 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29411 members 
Mstep: Class 43 contains 11923 members 
Mstep: Class 44 contains 3388 members 
Mstep: Class 45 contains 2817 members 
Mstep: Class 46 contains 2766 members 
Mstep: Class 47 contains 5826 members 
Mstep: Class 48 contains 3294 members 
Mstep: Class 49 contains 1283 members 
Mstep: Class 50 contains 4243 members 
Entering Unmasked Estep 
Score: -58932576.000000 Penalty: 165509.984375
Splitting cluster 42 changes total score from -58909644.000000 to -58932576.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 35486 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 65658 members 
Mstep: Class 22 contains 14679 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 14611 members 
Mstep: Class 26 contains 8982 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 14531 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 105567 members 
Mstep: Class 32 contains 7892 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 8829 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 7349 members 
Mstep: Class 38 contains 942 members 
Mstep: Class 39 contains 2648 members 
Mstep: Class 40 contains 28726 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937752.000000 Penalty: 165509.984375
Iteration 119Q: 51 clusters Score -5.893775e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 25434 members 
Mstep: Class 4 contains 16138 members 
Mstep: Class 5 contains 11067 members 
Mstep: Class 6 contains 20390 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 35445 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 38364 members 
Mstep: Class 19 contains 12457 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 65375 members 
Mstep: Class 22 contains 14605 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 14736 members 
Mstep: Class 26 contains 8997 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5536 members 
Mstep: Class 29 contains 14485 members 
Mstep: Class 30 contains 22460 members 
Mstep: Class 31 contains 105486 members 
Mstep: Class 32 contains 8087 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1210 members 
Mstep: Class 35 contains 9085 members 
Mstep: Class 36 contains 6363 members 
Mstep: Class 37 contains 7423 members 
Mstep: Class 38 contains 1099 members 
Mstep: Class 39 contains 2650 members 
Mstep: Class 40 contains 28677 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29683 members 
Mstep: Class 43 contains 11259 members 
Mstep: Class 44 contains 3092 members 
Mstep: Class 45 contains 2750 members 
Mstep: Class 46 contains 2631 members 
Mstep: Class 47 contains 5849 members 
Mstep: Class 48 contains 3155 members 
Mstep: Class 49 contains 1206 members 
Mstep: Class 50 contains 4221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942120.000000 Penalty: 165509.984375
Iteration 120F: 51 clusters Score -5.894212e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 25429 members 
Mstep: Class 4 contains 15907 members 
Mstep: Class 5 contains 11081 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 35385 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 3250 members 
Mstep: Class 16 contains 9447 members 
Mstep: Class 17 contains 15248 members 
Mstep: Class 18 contains 38127 members 
Mstep: Class 19 contains 12425 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 65085 members 
Mstep: Class 22 contains 14550 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 14794 members 
Mstep: Class 26 contains 8965 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 13868 members 
Mstep: Class 30 contains 22435 members 
Mstep: Class 31 contains 105421 members 
Mstep: Class 32 contains 8139 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9094 members 
Mstep: Class 36 contains 6317 members 
Mstep: Class 37 contains 7345 members 
Mstep: Class 38 contains 1204 members 
Mstep: Class 39 contains 2641 members 
Mstep: Class 40 contains 28632 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 29769 members 
Mstep: Class 43 contains 11603 members 
Mstep: Class 44 contains 3105 members 
Mstep: Class 45 contains 2797 members 
Mstep: Class 46 contains 2793 members 
Mstep: Class 47 contains 5930 members 
Mstep: Class 48 contains 3237 members 
Mstep: Class 49 contains 1240 members 
Mstep: Class 50 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943648.000000 Penalty: 165509.984375
Iteration 121Q: 51 clusters Score -5.894365e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 21331 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 35350 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 9448 members 
Mstep: Class 17 contains 15228 members 
Mstep: Class 18 contains 37943 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 1497 members 
Mstep: Class 21 contains 64851 members 
Mstep: Class 22 contains 14509 members 
Mstep: Class 23 contains 2782 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 14863 members 
Mstep: Class 26 contains 8932 members 
Mstep: Class 27 contains 3690 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 13531 members 
Mstep: Class 30 contains 22434 members 
Mstep: Class 31 contains 105383 members 
Mstep: Class 32 contains 8183 members 
Mstep: Class 33 contains 3856 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 9139 members 
Mstep: Class 36 contains 6290 members 
Mstep: Class 37 contains 7287 members 
Mstep: Class 38 contains 1297 members 
Mstep: Class 39 contains 2636 members 
Mstep: Class 40 contains 28611 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 29839 members 
Mstep: Class 43 contains 11713 members 
Mstep: Class 44 contains 3099 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 2882 members 
Mstep: Class 47 contains 5975 members 
Mstep: Class 48 contains 3283 members 
Mstep: Class 49 contains 1250 members 
Mstep: Class 50 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943996.000000 Penalty: 165509.984375
Iteration 122Q: 51 clusters Score -5.8944e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 15660 members 
Mstep: Class 5 contains 11118 members 
Mstep: Class 6 contains 21665 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 35339 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 7894 members 
Mstep: Class 12 contains 5271 members 
Mstep: Class 13 contains 11725 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 15220 members 
Mstep: Class 18 contains 37821 members 
Mstep: Class 19 contains 12356 members 
Mstep: Class 20 contains 1496 members 
Mstep: Class 21 contains 64611 members 
Mstep: Class 22 contains 14482 members 
Mstep: Class 23 contains 2770 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 14905 members 
Mstep: Class 26 contains 8916 members 
Mstep: Class 27 contains 3690 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 13305 members 
Mstep: Class 30 contains 22454 members 
Mstep: Class 31 contains 105374 members 
Mstep: Class 32 contains 8188 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9171 members 
Mstep: Class 36 contains 6269 members 
Mstep: Class 37 contains 7261 members 
Mstep: Class 38 contains 1382 members 
Mstep: Class 39 contains 2635 members 
Mstep: Class 40 contains 28600 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 29882 members 
Mstep: Class 43 contains 11762 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 2811 members 
Mstep: Class 46 contains 2942 members 
Mstep: Class 47 contains 6000 members 
Mstep: Class 48 contains 3304 members 
Mstep: Class 49 contains 1259 members 
Mstep: Class 50 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58944260.000000 Penalty: 165509.984375
Iteration 123Q: 51 clusters Score -5.894426e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 25381 members 
Mstep: Class 4 contains 15600 members 
Mstep: Class 5 contains 11145 members 
Mstep: Class 6 contains 21953 members 
Mstep: Class 7 contains 4610 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 35343 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 11720 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 15208 members 
Mstep: Class 18 contains 37708 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 64378 members 
Mstep: Class 22 contains 14479 members 
Mstep: Class 23 contains 2762 members 
Mstep: Class 24 contains 3767 members 
Mstep: Class 25 contains 14948 members 
Mstep: Class 26 contains 8896 members 
Mstep: Class 27 contains 3691 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 13106 members 
Mstep: Class 30 contains 22464 members 
Mstep: Class 31 contains 105350 members 
Mstep: Class 32 contains 8199 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 9211 members 
Mstep: Class 36 contains 6259 members 
Mstep: Class 37 contains 7231 members 
Mstep: Class 38 contains 1471 members 
Mstep: Class 39 contains 2634 members 
Mstep: Class 40 contains 28592 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 29912 members 
Mstep: Class 43 contains 11795 members 
Mstep: Class 44 contains 3117 members 
Mstep: Class 45 contains 2816 members 
Mstep: Class 46 contains 2981 members 
Mstep: Class 47 contains 6023 members 
Mstep: Class 48 contains 3315 members 
Mstep: Class 49 contains 1270 members 
Mstep: Class 50 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58944664.000000 Penalty: 165509.984375
Iteration 124Q: 51 clusters Score -5.894466e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4508 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 11179 members 
Mstep: Class 6 contains 22205 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 35349 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 11718 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 15206 members 
Mstep: Class 18 contains 37589 members 
Mstep: Class 19 contains 12310 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 64191 members 
Mstep: Class 22 contains 14467 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 3765 members 
Mstep: Class 25 contains 14975 members 
Mstep: Class 26 contains 8873 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 12934 members 
Mstep: Class 30 contains 22476 members 
Mstep: Class 31 contains 105333 members 
Mstep: Class 32 contains 8199 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9253 members 
Mstep: Class 36 contains 6253 members 
Mstep: Class 37 contains 7200 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 2630 members 
Mstep: Class 40 contains 28581 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29937 members 
Mstep: Class 43 contains 11834 members 
Mstep: Class 44 contains 3141 members 
Mstep: Class 45 contains 2821 members 
Mstep: Class 46 contains 3001 members 
Mstep: Class 47 contains 6032 members 
Mstep: Class 48 contains 3319 members 
Mstep: Class 49 contains 1278 members 
Mstep: Class 50 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58944892.000000 Penalty: 165509.984375
Iteration 125Q: 51 clusters Score -5.894489e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4509 members 
Mstep: Class 3 contains 25359 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 11207 members 
Mstep: Class 6 contains 22443 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 35343 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 9447 members 
Mstep: Class 17 contains 15205 members 
Mstep: Class 18 contains 37486 members 
Mstep: Class 19 contains 12297 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 64036 members 
Mstep: Class 22 contains 14451 members 
Mstep: Class 23 contains 2738 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 15012 members 
Mstep: Class 26 contains 8847 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 12801 members 
Mstep: Class 30 contains 22482 members 
Mstep: Class 31 contains 105312 members 
Mstep: Class 32 contains 8195 members 
Mstep: Class 33 contains 3861 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9285 members 
Mstep: Class 36 contains 6240 members 
Mstep: Class 37 contains 7192 members 
Mstep: Class 38 contains 1600 members 
Mstep: Class 39 contains 2627 members 
Mstep: Class 40 contains 28576 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29946 members 
Mstep: Class 43 contains 11870 members 
Mstep: Class 44 contains 3154 members 
Mstep: Class 45 contains 2827 members 
Mstep: Class 46 contains 3026 members 
Mstep: Class 47 contains 6038 members 
Mstep: Class 48 contains 3319 members 
Mstep: Class 49 contains 1280 members 
Mstep: Class 50 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945172.000000 Penalty: 165509.984375
Iteration 126Q: 51 clusters Score -5.894517e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 25349 members 
Mstep: Class 4 contains 15476 members 
Mstep: Class 5 contains 11227 members 
Mstep: Class 6 contains 22688 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 35328 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 11714 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 15207 members 
Mstep: Class 18 contains 37390 members 
Mstep: Class 19 contains 12284 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 63867 members 
Mstep: Class 22 contains 14444 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 15035 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 12698 members 
Mstep: Class 30 contains 22490 members 
Mstep: Class 31 contains 105298 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9312 members 
Mstep: Class 36 contains 6228 members 
Mstep: Class 37 contains 7186 members 
Mstep: Class 38 contains 1651 members 
Mstep: Class 39 contains 2627 members 
Mstep: Class 40 contains 28571 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29951 members 
Mstep: Class 43 contains 11886 members 
Mstep: Class 44 contains 3165 members 
Mstep: Class 45 contains 2829 members 
Mstep: Class 46 contains 3055 members 
Mstep: Class 47 contains 6048 members 
Mstep: Class 48 contains 3316 members 
Mstep: Class 49 contains 1281 members 
Mstep: Class 50 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945304.000000 Penalty: 165509.984375
Iteration 127Q: 51 clusters Score -5.89453e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 15449 members 
Mstep: Class 5 contains 11249 members 
Mstep: Class 6 contains 22917 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 35316 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7926 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 9452 members 
Mstep: Class 17 contains 15219 members 
Mstep: Class 18 contains 37320 members 
Mstep: Class 19 contains 12272 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 63707 members 
Mstep: Class 22 contains 14438 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3772 members 
Mstep: Class 25 contains 15054 members 
Mstep: Class 26 contains 8802 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 12602 members 
Mstep: Class 30 contains 22501 members 
Mstep: Class 31 contains 105278 members 
Mstep: Class 32 contains 8195 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9337 members 
Mstep: Class 36 contains 6222 members 
Mstep: Class 37 contains 7184 members 
Mstep: Class 38 contains 1690 members 
Mstep: Class 39 contains 2626 members 
Mstep: Class 40 contains 28562 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29955 members 
Mstep: Class 43 contains 11897 members 
Mstep: Class 44 contains 3171 members 
Mstep: Class 45 contains 2830 members 
Mstep: Class 46 contains 3077 members 
Mstep: Class 47 contains 6053 members 
Mstep: Class 48 contains 3314 members 
Mstep: Class 49 contains 1286 members 
Mstep: Class 50 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945472.000000 Penalty: 165509.984375
Iteration 128Q: 51 clusters Score -5.894547e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4520 members 
Mstep: Class 3 contains 25333 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 11282 members 
Mstep: Class 6 contains 23104 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 35304 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 9452 members 
Mstep: Class 17 contains 15225 members 
Mstep: Class 18 contains 37252 members 
Mstep: Class 19 contains 12259 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 63568 members 
Mstep: Class 22 contains 14438 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 15072 members 
Mstep: Class 26 contains 8783 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 12521 members 
Mstep: Class 30 contains 22501 members 
Mstep: Class 31 contains 105265 members 
Mstep: Class 32 contains 8195 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9361 members 
Mstep: Class 36 contains 6217 members 
Mstep: Class 37 contains 7178 members 
Mstep: Class 38 contains 1717 members 
Mstep: Class 39 contains 2623 members 
Mstep: Class 40 contains 28552 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 29964 members 
Mstep: Class 43 contains 11918 members 
Mstep: Class 44 contains 3186 members 
Mstep: Class 45 contains 2831 members 
Mstep: Class 46 contains 3089 members 
Mstep: Class 47 contains 6060 members 
Mstep: Class 48 contains 3314 members 
Mstep: Class 49 contains 1292 members 
Mstep: Class 50 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945864.000000 Penalty: 165509.984375
Iteration 129Q: 51 clusters Score -5.894586e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 25329 members 
Mstep: Class 4 contains 15361 members 
Mstep: Class 5 contains 11319 members 
Mstep: Class 6 contains 23269 members 
Mstep: Class 7 contains 4822 members 
Mstep: Class 8 contains 2546 members 
Mstep: Class 9 contains 35288 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 5297 members 
Mstep: Class 13 contains 11710 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 15232 members 
Mstep: Class 18 contains 37197 members 
Mstep: Class 19 contains 12252 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 63439 members 
Mstep: Class 22 contains 14435 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15088 members 
Mstep: Class 26 contains 8772 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 12429 members 
Mstep: Class 30 contains 22507 members 
Mstep: Class 31 contains 105253 members 
Mstep: Class 32 contains 8183 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9380 members 
Mstep: Class 36 contains 6215 members 
Mstep: Class 37 contains 7176 members 
Mstep: Class 38 contains 1740 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 28543 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 29971 members 
Mstep: Class 43 contains 11935 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 2831 members 
Mstep: Class 46 contains 3096 members 
Mstep: Class 47 contains 6068 members 
Mstep: Class 48 contains 3318 members 
Mstep: Class 49 contains 1301 members 
Mstep: Class 50 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946124.000000 Penalty: 165509.984375
Iteration 130Q: 51 clusters Score -5.894612e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 25329 members 
Mstep: Class 4 contains 15319 members 
Mstep: Class 5 contains 11365 members 
Mstep: Class 6 contains 23390 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 35281 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 11709 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 37152 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 63335 members 
Mstep: Class 22 contains 14428 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 3777 members 
Mstep: Class 25 contains 15102 members 
Mstep: Class 26 contains 8754 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5485 members 
Mstep: Class 29 contains 12344 members 
Mstep: Class 30 contains 22518 members 
Mstep: Class 31 contains 105232 members 
Mstep: Class 32 contains 8170 members 
Mstep: Class 33 contains 3865 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9392 members 
Mstep: Class 36 contains 6212 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 1763 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28542 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 29972 members 
Mstep: Class 43 contains 11940 members 
Mstep: Class 44 contains 3239 members 
Mstep: Class 45 contains 2832 members 
Mstep: Class 46 contains 3109 members 
Mstep: Class 47 contains 6075 members 
Mstep: Class 48 contains 3320 members 
Mstep: Class 49 contains 1307 members 
Mstep: Class 50 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945876.000000 Penalty: 165509.984375
Iteration 131Q: 51 clusters Score -5.894588e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 25329 members 
Mstep: Class 4 contains 15291 members 
Mstep: Class 5 contains 11418 members 
Mstep: Class 6 contains 23488 members 
Mstep: Class 7 contains 4855 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 35277 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7925 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 15251 members 
Mstep: Class 18 contains 37109 members 
Mstep: Class 19 contains 12236 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 63239 members 
Mstep: Class 22 contains 14435 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 3778 members 
Mstep: Class 25 contains 15113 members 
Mstep: Class 26 contains 8740 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5487 members 
Mstep: Class 29 contains 12267 members 
Mstep: Class 30 contains 22520 members 
Mstep: Class 31 contains 105197 members 
Mstep: Class 32 contains 8153 members 
Mstep: Class 33 contains 3865 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9399 members 
Mstep: Class 36 contains 6212 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 1781 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28547 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 29980 members 
Mstep: Class 43 contains 11947 members 
Mstep: Class 44 contains 3266 members 
Mstep: Class 45 contains 2833 members 
Mstep: Class 46 contains 3118 members 
Mstep: Class 47 contains 6085 members 
Mstep: Class 48 contains 3320 members 
Mstep: Class 49 contains 1312 members 
Mstep: Class 50 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945940.000000 Penalty: 165509.984375
Iteration 132Q: 51 clusters Score -5.894594e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 25328 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 11453 members 
Mstep: Class 6 contains 23580 members 
Mstep: Class 7 contains 4860 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35268 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 9455 members 
Mstep: Class 17 contains 15251 members 
Mstep: Class 18 contains 37070 members 
Mstep: Class 19 contains 12235 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 63150 members 
Mstep: Class 22 contains 14438 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3780 members 
Mstep: Class 25 contains 15117 members 
Mstep: Class 26 contains 8708 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5490 members 
Mstep: Class 29 contains 12190 members 
Mstep: Class 30 contains 22523 members 
Mstep: Class 31 contains 105189 members 
Mstep: Class 32 contains 8144 members 
Mstep: Class 33 contains 3866 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9415 members 
Mstep: Class 36 contains 6210 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 1807 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28549 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 29992 members 
Mstep: Class 43 contains 11960 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 2836 members 
Mstep: Class 46 contains 3127 members 
Mstep: Class 47 contains 6092 members 
Mstep: Class 48 contains 3321 members 
Mstep: Class 49 contains 1316 members 
Mstep: Class 50 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946148.000000 Penalty: 165509.984375
Iteration 133Q: 51 clusters Score -5.894615e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 25323 members 
Mstep: Class 4 contains 15231 members 
Mstep: Class 5 contains 11485 members 
Mstep: Class 6 contains 23671 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 35262 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 11705 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 9459 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 37030 members 
Mstep: Class 19 contains 12236 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 63081 members 
Mstep: Class 22 contains 14446 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 3780 members 
Mstep: Class 25 contains 15121 members 
Mstep: Class 26 contains 8673 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5490 members 
Mstep: Class 29 contains 12125 members 
Mstep: Class 30 contains 22520 members 
Mstep: Class 31 contains 105172 members 
Mstep: Class 32 contains 8140 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9429 members 
Mstep: Class 36 contains 6208 members 
Mstep: Class 37 contains 7167 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28545 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30001 members 
Mstep: Class 43 contains 11971 members 
Mstep: Class 44 contains 3308 members 
Mstep: Class 45 contains 2836 members 
Mstep: Class 46 contains 3131 members 
Mstep: Class 47 contains 6104 members 
Mstep: Class 48 contains 3323 members 
Mstep: Class 49 contains 1318 members 
Mstep: Class 50 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946156.000000 Penalty: 165509.984375
Iteration 134Q: 51 clusters Score -5.894616e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 25322 members 
Mstep: Class 4 contains 15199 members 
Mstep: Class 5 contains 11516 members 
Mstep: Class 6 contains 23757 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35253 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7953 members 
Mstep: Class 12 contains 5410 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 9457 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 18 contains 36981 members 
Mstep: Class 19 contains 12244 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 63015 members 
Mstep: Class 22 contains 14452 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 15131 members 
Mstep: Class 26 contains 8654 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5489 members 
Mstep: Class 29 contains 12061 members 
Mstep: Class 30 contains 22518 members 
Mstep: Class 31 contains 105154 members 
Mstep: Class 32 contains 8137 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 9442 members 
Mstep: Class 36 contains 6207 members 
Mstep: Class 37 contains 7162 members 
Mstep: Class 38 contains 1836 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28544 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30002 members 
Mstep: Class 43 contains 11982 members 
Mstep: Class 44 contains 3333 members 
Mstep: Class 45 contains 2835 members 
Mstep: Class 46 contains 3135 members 
Mstep: Class 47 contains 6113 members 
Mstep: Class 48 contains 3323 members 
Mstep: Class 49 contains 1320 members 
Mstep: Class 50 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946132.000000 Penalty: 165509.984375
Iteration 135Q: 51 clusters Score -5.894613e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 25323 members 
Mstep: Class 4 contains 15172 members 
Mstep: Class 5 contains 11544 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35240 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 9458 members 
Mstep: Class 17 contains 15267 members 
Mstep: Class 18 contains 36936 members 
Mstep: Class 19 contains 12244 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 62957 members 
Mstep: Class 22 contains 14452 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 15135 members 
Mstep: Class 26 contains 8630 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 12016 members 
Mstep: Class 30 contains 22521 members 
Mstep: Class 31 contains 105143 members 
Mstep: Class 32 contains 8132 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9443 members 
Mstep: Class 36 contains 6208 members 
Mstep: Class 37 contains 7167 members 
Mstep: Class 38 contains 1848 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28542 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30003 members 
Mstep: Class 43 contains 11989 members 
Mstep: Class 44 contains 3344 members 
Mstep: Class 45 contains 2835 members 
Mstep: Class 46 contains 3142 members 
Mstep: Class 47 contains 6126 members 
Mstep: Class 48 contains 3323 members 
Mstep: Class 49 contains 1323 members 
Mstep: Class 50 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946276.000000 Penalty: 165509.984375
Iteration 136Q: 51 clusters Score -5.894628e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4550 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 15150 members 
Mstep: Class 5 contains 11577 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 35230 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 15276 members 
Mstep: Class 18 contains 36891 members 
Mstep: Class 19 contains 12243 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 62906 members 
Mstep: Class 22 contains 14454 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 15143 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5489 members 
Mstep: Class 29 contains 11982 members 
Mstep: Class 30 contains 22522 members 
Mstep: Class 31 contains 105119 members 
Mstep: Class 32 contains 8129 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9449 members 
Mstep: Class 36 contains 6206 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 1867 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28536 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30006 members 
Mstep: Class 43 contains 11985 members 
Mstep: Class 44 contains 3335 members 
Mstep: Class 45 contains 2835 members 
Mstep: Class 46 contains 3147 members 
Mstep: Class 47 contains 6140 members 
Mstep: Class 48 contains 3323 members 
Mstep: Class 49 contains 1326 members 
Mstep: Class 50 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946344.000000 Penalty: 165509.984375
Iteration 137Q: 51 clusters Score -5.894634e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 25315 members 
Mstep: Class 4 contains 15130 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 35226 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 9463 members 
Mstep: Class 17 contains 15277 members 
Mstep: Class 18 contains 36860 members 
Mstep: Class 19 contains 12245 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 62856 members 
Mstep: Class 22 contains 14453 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 15148 members 
Mstep: Class 26 contains 8584 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5492 members 
Mstep: Class 29 contains 11972 members 
Mstep: Class 30 contains 22524 members 
Mstep: Class 31 contains 105099 members 
Mstep: Class 32 contains 8132 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9452 members 
Mstep: Class 36 contains 6204 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 1882 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28532 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30007 members 
Mstep: Class 43 contains 11981 members 
Mstep: Class 44 contains 3330 members 
Mstep: Class 45 contains 2835 members 
Mstep: Class 46 contains 3154 members 
Mstep: Class 47 contains 6149 members 
Mstep: Class 48 contains 3324 members 
Mstep: Class 49 contains 1327 members 
Mstep: Class 50 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946452.000000 Penalty: 165509.984375
Iteration 138Q: 51 clusters Score -5.894645e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 25312 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 24007 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35218 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 9468 members 
Mstep: Class 17 contains 15280 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 19 contains 12247 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 62818 members 
Mstep: Class 22 contains 14458 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 15151 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5494 members 
Mstep: Class 29 contains 11946 members 
Mstep: Class 30 contains 22526 members 
Mstep: Class 31 contains 105059 members 
Mstep: Class 32 contains 8137 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9455 members 
Mstep: Class 36 contains 6202 members 
Mstep: Class 37 contains 7165 members 
Mstep: Class 38 contains 1897 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28533 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30012 members 
Mstep: Class 43 contains 11985 members 
Mstep: Class 44 contains 3325 members 
Mstep: Class 45 contains 2835 members 
Mstep: Class 46 contains 3161 members 
Mstep: Class 47 contains 6156 members 
Mstep: Class 48 contains 3326 members 
Mstep: Class 49 contains 1330 members 
Mstep: Class 50 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946608.000000 Penalty: 165509.984375
Iteration 139Q: 51 clusters Score -5.894661e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 25311 members 
Mstep: Class 4 contains 15091 members 
Mstep: Class 5 contains 11691 members 
Mstep: Class 6 contains 24058 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 5551 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 9471 members 
Mstep: Class 17 contains 15280 members 
Mstep: Class 18 contains 36813 members 
Mstep: Class 19 contains 12240 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 62788 members 
Mstep: Class 22 contains 14467 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 15156 members 
Mstep: Class 26 contains 8496 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5494 members 
Mstep: Class 29 contains 11934 members 
Mstep: Class 30 contains 22528 members 
Mstep: Class 31 contains 105008 members 
Mstep: Class 32 contains 8141 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9459 members 
Mstep: Class 36 contains 6203 members 
Mstep: Class 37 contains 7167 members 
Mstep: Class 38 contains 1900 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28532 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30018 members 
Mstep: Class 43 contains 11986 members 
Mstep: Class 44 contains 3323 members 
Mstep: Class 45 contains 2836 members 
Mstep: Class 46 contains 3165 members 
Mstep: Class 47 contains 6166 members 
Mstep: Class 48 contains 3327 members 
Mstep: Class 49 contains 1332 members 
Mstep: Class 50 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946868.000000 Penalty: 165509.984375
Iteration 140F: 51 clusters Score -5.894687e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 25307 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 11733 members 
Mstep: Class 6 contains 24104 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 8002 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 11701 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 15269 members 
Mstep: Class 18 contains 36795 members 
Mstep: Class 19 contains 12232 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 62758 members 
Mstep: Class 22 contains 14465 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 15154 members 
Mstep: Class 26 contains 8445 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5494 members 
Mstep: Class 29 contains 11913 members 
Mstep: Class 30 contains 22525 members 
Mstep: Class 31 contains 104965 members 
Mstep: Class 32 contains 8151 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9457 members 
Mstep: Class 36 contains 6202 members 
Mstep: Class 37 contains 7168 members 
Mstep: Class 38 contains 1920 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28531 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30026 members 
Mstep: Class 43 contains 11988 members 
Mstep: Class 44 contains 3350 members 
Mstep: Class 45 contains 2836 members 
Mstep: Class 46 contains 3165 members 
Mstep: Class 47 contains 6174 members 
Mstep: Class 48 contains 3327 members 
Mstep: Class 49 contains 1332 members 
Mstep: Class 50 contains 4807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946904.000000 Penalty: 165509.984375
Iteration 141Q: 51 clusters Score -5.89469e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 15038 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 24144 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 7999 members 
Mstep: Class 12 contains 5646 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 9472 members 
Mstep: Class 17 contains 15262 members 
Mstep: Class 18 contains 36776 members 
Mstep: Class 19 contains 12233 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 62727 members 
Mstep: Class 22 contains 14471 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 3785 members 
Mstep: Class 25 contains 15159 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5495 members 
Mstep: Class 29 contains 11905 members 
Mstep: Class 30 contains 22527 members 
Mstep: Class 31 contains 104924 members 
Mstep: Class 32 contains 8155 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9451 members 
Mstep: Class 36 contains 6202 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 1942 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28537 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30031 members 
Mstep: Class 43 contains 11983 members 
Mstep: Class 44 contains 3385 members 
Mstep: Class 45 contains 2834 members 
Mstep: Class 46 contains 3164 members 
Mstep: Class 47 contains 6180 members 
Mstep: Class 48 contains 3328 members 
Mstep: Class 49 contains 1336 members 
Mstep: Class 50 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946912.000000 Penalty: 165509.984375
Iteration 142Q: 51 clusters Score -5.894691e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 25305 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 11800 members 
Mstep: Class 6 contains 24181 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 9471 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 36755 members 
Mstep: Class 19 contains 12240 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 62699 members 
Mstep: Class 22 contains 14476 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 3785 members 
Mstep: Class 25 contains 15165 members 
Mstep: Class 26 contains 8376 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 11899 members 
Mstep: Class 30 contains 22519 members 
Mstep: Class 31 contains 104892 members 
Mstep: Class 32 contains 8158 members 
Mstep: Class 33 contains 3871 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9450 members 
Mstep: Class 36 contains 6201 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 1961 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28539 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30036 members 
Mstep: Class 43 contains 11985 members 
Mstep: Class 44 contains 3416 members 
Mstep: Class 45 contains 2833 members 
Mstep: Class 46 contains 3164 members 
Mstep: Class 47 contains 6187 members 
Mstep: Class 48 contains 3326 members 
Mstep: Class 49 contains 1339 members 
Mstep: Class 50 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947176.000000 Penalty: 165509.984375
Iteration 143Q: 51 clusters Score -5.894718e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 24214 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 35202 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 5709 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 9472 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 36741 members 
Mstep: Class 19 contains 12243 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 62673 members 
Mstep: Class 22 contains 14475 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 15166 members 
Mstep: Class 26 contains 8345 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 22511 members 
Mstep: Class 31 contains 104870 members 
Mstep: Class 32 contains 8159 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9443 members 
Mstep: Class 36 contains 6200 members 
Mstep: Class 37 contains 7173 members 
Mstep: Class 38 contains 1978 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28540 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30038 members 
Mstep: Class 43 contains 11987 members 
Mstep: Class 44 contains 3458 members 
Mstep: Class 45 contains 2826 members 
Mstep: Class 46 contains 3163 members 
Mstep: Class 47 contains 6196 members 
Mstep: Class 48 contains 3328 members 
Mstep: Class 49 contains 1341 members 
Mstep: Class 50 contains 4776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947296.000000 Penalty: 165509.984375
Iteration 144Q: 51 clusters Score -5.89473e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 25301 members 
Mstep: Class 4 contains 14895 members 
Mstep: Class 5 contains 11851 members 
Mstep: Class 6 contains 24240 members 
Mstep: Class 7 contains 4900 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 15252 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 62643 members 
Mstep: Class 22 contains 14474 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 15173 members 
Mstep: Class 26 contains 8343 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5499 members 
Mstep: Class 29 contains 11902 members 
Mstep: Class 30 contains 22502 members 
Mstep: Class 31 contains 104854 members 
Mstep: Class 32 contains 8158 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9443 members 
Mstep: Class 36 contains 6199 members 
Mstep: Class 37 contains 7180 members 
Mstep: Class 38 contains 1992 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28540 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30048 members 
Mstep: Class 43 contains 11994 members 
Mstep: Class 44 contains 3489 members 
Mstep: Class 45 contains 2820 members 
Mstep: Class 46 contains 3164 members 
Mstep: Class 47 contains 6205 members 
Mstep: Class 48 contains 3330 members 
Mstep: Class 49 contains 1342 members 
Mstep: Class 50 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947352.000000 Penalty: 165509.984375
Iteration 145Q: 51 clusters Score -5.894735e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 25298 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 11866 members 
Mstep: Class 6 contains 24267 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 35202 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 15245 members 
Mstep: Class 18 contains 36716 members 
Mstep: Class 19 contains 12251 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62619 members 
Mstep: Class 22 contains 14483 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 15176 members 
Mstep: Class 26 contains 8328 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5498 members 
Mstep: Class 29 contains 11903 members 
Mstep: Class 30 contains 22493 members 
Mstep: Class 31 contains 104844 members 
Mstep: Class 32 contains 8157 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9444 members 
Mstep: Class 36 contains 6198 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 2001 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28538 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30058 members 
Mstep: Class 43 contains 11997 members 
Mstep: Class 44 contains 3515 members 
Mstep: Class 45 contains 2816 members 
Mstep: Class 46 contains 3170 members 
Mstep: Class 47 contains 6212 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 1342 members 
Mstep: Class 50 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947436.000000 Penalty: 165509.984375
Iteration 146Q: 51 clusters Score -5.894744e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14821 members 
Mstep: Class 5 contains 11888 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35200 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 11701 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 15234 members 
Mstep: Class 18 contains 36703 members 
Mstep: Class 19 contains 12250 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62606 members 
Mstep: Class 22 contains 14481 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 15181 members 
Mstep: Class 26 contains 8308 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5500 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 22490 members 
Mstep: Class 31 contains 104827 members 
Mstep: Class 32 contains 8150 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 9444 members 
Mstep: Class 36 contains 6196 members 
Mstep: Class 37 contains 7187 members 
Mstep: Class 38 contains 2004 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28538 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30061 members 
Mstep: Class 43 contains 11999 members 
Mstep: Class 44 contains 3529 members 
Mstep: Class 45 contains 2814 members 
Mstep: Class 46 contains 3177 members 
Mstep: Class 47 contains 6221 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 1343 members 
Mstep: Class 50 contains 4750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947628.000000 Penalty: 165509.984375
Iteration 147Q: 51 clusters Score -5.894763e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 14785 members 
Mstep: Class 5 contains 11909 members 
Mstep: Class 6 contains 24309 members 
Mstep: Class 7 contains 4918 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 35204 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 11700 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 9481 members 
Mstep: Class 17 contains 15218 members 
Mstep: Class 18 contains 36696 members 
Mstep: Class 19 contains 12242 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62588 members 
Mstep: Class 22 contains 14481 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 15183 members 
Mstep: Class 26 contains 8300 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5503 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 22491 members 
Mstep: Class 31 contains 104808 members 
Mstep: Class 32 contains 8149 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9443 members 
Mstep: Class 36 contains 6196 members 
Mstep: Class 37 contains 7192 members 
Mstep: Class 38 contains 2012 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28545 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30065 members 
Mstep: Class 43 contains 12000 members 
Mstep: Class 44 contains 3547 members 
Mstep: Class 45 contains 2813 members 
Mstep: Class 46 contains 3179 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 3329 members 
Mstep: Class 49 contains 1343 members 
Mstep: Class 50 contains 4742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947676.000000 Penalty: 165509.984375
Iteration 148Q: 51 clusters Score -5.894768e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4540 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14759 members 
Mstep: Class 5 contains 11923 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 4925 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 35204 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 15198 members 
Mstep: Class 18 contains 36683 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62571 members 
Mstep: Class 22 contains 14486 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 3785 members 
Mstep: Class 25 contains 15187 members 
Mstep: Class 26 contains 8308 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 11902 members 
Mstep: Class 30 contains 22487 members 
Mstep: Class 31 contains 104793 members 
Mstep: Class 32 contains 8140 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9448 members 
Mstep: Class 36 contains 6194 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 2024 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28546 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30069 members 
Mstep: Class 43 contains 11998 members 
Mstep: Class 44 contains 3559 members 
Mstep: Class 45 contains 2812 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 6232 members 
Mstep: Class 48 contains 3328 members 
Mstep: Class 49 contains 1344 members 
Mstep: Class 50 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947788.000000 Penalty: 165509.984375
Iteration 149Q: 51 clusters Score -5.894779e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 25297 members 
Mstep: Class 4 contains 14736 members 
Mstep: Class 5 contains 11932 members 
Mstep: Class 6 contains 24344 members 
Mstep: Class 7 contains 4937 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 15179 members 
Mstep: Class 18 contains 36667 members 
Mstep: Class 19 contains 12232 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62560 members 
Mstep: Class 22 contains 14477 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 15191 members 
Mstep: Class 26 contains 8306 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 11911 members 
Mstep: Class 30 contains 22482 members 
Mstep: Class 31 contains 104782 members 
Mstep: Class 32 contains 8135 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9447 members 
Mstep: Class 36 contains 6191 members 
Mstep: Class 37 contains 7202 members 
Mstep: Class 38 contains 2034 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28548 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30076 members 
Mstep: Class 43 contains 11996 members 
Mstep: Class 44 contains 3565 members 
Mstep: Class 45 contains 2812 members 
Mstep: Class 46 contains 3189 members 
Mstep: Class 47 contains 6238 members 
Mstep: Class 48 contains 3329 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947720.000000 Penalty: 165509.984375
Iteration 150Q: 51 clusters Score -5.894772e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14712 members 
Mstep: Class 5 contains 11939 members 
Mstep: Class 6 contains 24359 members 
Mstep: Class 7 contains 4948 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 9495 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 36658 members 
Mstep: Class 19 contains 12222 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62546 members 
Mstep: Class 22 contains 14469 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3782 members 
Mstep: Class 25 contains 15199 members 
Mstep: Class 26 contains 8292 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 22470 members 
Mstep: Class 31 contains 104773 members 
Mstep: Class 32 contains 8128 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9438 members 
Mstep: Class 36 contains 6187 members 
Mstep: Class 37 contains 7216 members 
Mstep: Class 38 contains 2056 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28550 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30088 members 
Mstep: Class 43 contains 11999 members 
Mstep: Class 44 contains 3585 members 
Mstep: Class 45 contains 2810 members 
Mstep: Class 46 contains 3194 members 
Mstep: Class 47 contains 6248 members 
Mstep: Class 48 contains 3329 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947908.000000 Penalty: 165509.984375
Iteration 151Q: 51 clusters Score -5.894791e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14701 members 
Mstep: Class 5 contains 11945 members 
Mstep: Class 6 contains 24370 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 5731 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 9497 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 36650 members 
Mstep: Class 19 contains 12224 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 62541 members 
Mstep: Class 22 contains 14459 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 15203 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 11903 members 
Mstep: Class 30 contains 22458 members 
Mstep: Class 31 contains 104766 members 
Mstep: Class 32 contains 8114 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1197 members 
Mstep: Class 35 contains 9429 members 
Mstep: Class 36 contains 6181 members 
Mstep: Class 37 contains 7230 members 
Mstep: Class 38 contains 2081 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 28556 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30093 members 
Mstep: Class 43 contains 12000 members 
Mstep: Class 44 contains 3620 members 
Mstep: Class 45 contains 2810 members 
Mstep: Class 46 contains 3201 members 
Mstep: Class 47 contains 6254 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 1347 members 
Mstep: Class 50 contains 4721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947828.000000 Penalty: 165509.984375
Iteration 152Q: 51 clusters Score -5.894783e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 25306 members 
Mstep: Class 4 contains 14690 members 
Mstep: Class 5 contains 11954 members 
Mstep: Class 6 contains 24379 members 
Mstep: Class 7 contains 4964 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 3317 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 15153 members 
Mstep: Class 18 contains 36647 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 62534 members 
Mstep: Class 22 contains 14453 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3778 members 
Mstep: Class 25 contains 15207 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 3694 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 11895 members 
Mstep: Class 30 contains 22442 members 
Mstep: Class 31 contains 104748 members 
Mstep: Class 32 contains 8097 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9426 members 
Mstep: Class 36 contains 6175 members 
Mstep: Class 37 contains 7252 members 
Mstep: Class 38 contains 2101 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28564 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 30098 members 
Mstep: Class 43 contains 12001 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 2807 members 
Mstep: Class 46 contains 3207 members 
Mstep: Class 47 contains 6260 members 
Mstep: Class 48 contains 3333 members 
Mstep: Class 49 contains 1347 members 
Mstep: Class 50 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947920.000000 Penalty: 165509.984375
Iteration 153Q: 51 clusters Score -5.894792e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 25308 members 
Mstep: Class 4 contains 14686 members 
Mstep: Class 5 contains 11967 members 
Mstep: Class 6 contains 24388 members 
Mstep: Class 7 contains 4972 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 5726 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 9508 members 
Mstep: Class 17 contains 15144 members 
Mstep: Class 18 contains 36639 members 
Mstep: Class 19 contains 12214 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 62527 members 
Mstep: Class 22 contains 14449 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3777 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 8241 members 
Mstep: Class 27 contains 3695 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 11885 members 
Mstep: Class 30 contains 22431 members 
Mstep: Class 31 contains 104724 members 
Mstep: Class 32 contains 8080 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1198 members 
Mstep: Class 35 contains 9426 members 
Mstep: Class 36 contains 6165 members 
Mstep: Class 37 contains 7270 members 
Mstep: Class 38 contains 2125 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28564 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 30102 members 
Mstep: Class 43 contains 12002 members 
Mstep: Class 44 contains 3657 members 
Mstep: Class 45 contains 2804 members 
Mstep: Class 46 contains 3212 members 
Mstep: Class 47 contains 6268 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947960.000000 Penalty: 165509.984375
Iteration 154Q: 51 clusters Score -5.894796e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4564 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 14673 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 6 contains 24399 members 
Mstep: Class 7 contains 4978 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 5730 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 3324 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 18 contains 36632 members 
Mstep: Class 19 contains 12215 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 62520 members 
Mstep: Class 22 contains 14439 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 3777 members 
Mstep: Class 25 contains 15214 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 11870 members 
Mstep: Class 30 contains 22418 members 
Mstep: Class 31 contains 104706 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9426 members 
Mstep: Class 36 contains 6157 members 
Mstep: Class 37 contains 7294 members 
Mstep: Class 38 contains 2146 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 28567 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 30109 members 
Mstep: Class 43 contains 12005 members 
Mstep: Class 44 contains 3669 members 
Mstep: Class 45 contains 2801 members 
Mstep: Class 46 contains 3213 members 
Mstep: Class 47 contains 6271 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 1347 members 
Mstep: Class 50 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948232.000000 Penalty: 165509.984375
Iteration 155Q: 51 clusters Score -5.894823e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 25301 members 
Mstep: Class 4 contains 14659 members 
Mstep: Class 5 contains 11996 members 
Mstep: Class 6 contains 24414 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 5738 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 9517 members 
Mstep: Class 17 contains 15123 members 
Mstep: Class 18 contains 36626 members 
Mstep: Class 19 contains 12215 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 62506 members 
Mstep: Class 22 contains 14427 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 11860 members 
Mstep: Class 30 contains 22410 members 
Mstep: Class 31 contains 104688 members 
Mstep: Class 32 contains 8043 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9426 members 
Mstep: Class 36 contains 6158 members 
Mstep: Class 37 contains 7319 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28566 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 30114 members 
Mstep: Class 43 contains 12007 members 
Mstep: Class 44 contains 3681 members 
Mstep: Class 45 contains 2799 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6275 members 
Mstep: Class 48 contains 3341 members 
Mstep: Class 49 contains 1347 members 
Mstep: Class 50 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948220.000000 Penalty: 165509.984375
Iteration 156Q: 51 clusters Score -5.894822e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 14647 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 24431 members 
Mstep: Class 7 contains 4986 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 9521 members 
Mstep: Class 17 contains 15111 members 
Mstep: Class 18 contains 36613 members 
Mstep: Class 19 contains 12215 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 62487 members 
Mstep: Class 22 contains 14424 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15217 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 11857 members 
Mstep: Class 30 contains 22404 members 
Mstep: Class 31 contains 104683 members 
Mstep: Class 32 contains 8031 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9425 members 
Mstep: Class 36 contains 6158 members 
Mstep: Class 37 contains 7341 members 
Mstep: Class 38 contains 2180 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28566 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 30123 members 
Mstep: Class 43 contains 12006 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 2798 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6280 members 
Mstep: Class 48 contains 3340 members 
Mstep: Class 49 contains 1347 members 
Mstep: Class 50 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948272.000000 Penalty: 165509.984375
Iteration 157Q: 51 clusters Score -5.894827e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 14637 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 24445 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 5744 members 
Mstep: Class 13 contains 11697 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 15116 members 
Mstep: Class 18 contains 36601 members 
Mstep: Class 19 contains 12213 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 62472 members 
Mstep: Class 22 contains 14424 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15218 members 
Mstep: Class 26 contains 8185 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 5507 members 
Mstep: Class 29 contains 11853 members 
Mstep: Class 30 contains 22398 members 
Mstep: Class 31 contains 104665 members 
Mstep: Class 32 contains 8014 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9421 members 
Mstep: Class 36 contains 6158 members 
Mstep: Class 37 contains 7367 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28565 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 30129 members 
Mstep: Class 43 contains 12004 members 
Mstep: Class 44 contains 3698 members 
Mstep: Class 45 contains 2797 members 
Mstep: Class 46 contains 3214 members 
Mstep: Class 47 contains 6282 members 
Mstep: Class 48 contains 3339 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948184.000000 Penalty: 165509.984375
Iteration 158Q: 51 clusters Score -5.894818e+07 nChanged 210
Entering ConstructFrom: 
Score: -58948184.000000 Penalty: 165509.984375
Entering ConstructFrom: 
Trying to split cluster 1 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -178422.156250 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -178422.2 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 1013 members 
Entering Unmasked Estep 
Score: -175783.250000 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -175783.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -176348.250000 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -176348.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -176490.812500 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -176490.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176614.343750 Penalty: 3783.261963
	Iteration 3Q: 3 clusters Score -176614.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -176742.640625 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -176742.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -176887.734375 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -176887.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -177011.281250 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -177011.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -177131.000000 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -177131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -177221.437500 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -177221.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -177307.796875 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -177307.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -177368.000000 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -177368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -177418.531250 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -177418.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -177453.312500 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -177453.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -177482.234375 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -177482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -177509.406250 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -177509.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -177522.609375 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -177522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -177529.968750 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -177530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -177534.656250 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -177534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -177539.468750 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -177539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -177543.843750 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -177543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177546.515625 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -177546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177548.687500 Penalty: 3783.261963
	Iteration 21Q: 3 clusters Score -177548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -177549.468750 Penalty: 3783.261963
	Iteration 22Q: 3 clusters Score -177549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177550.281250 Penalty: 3783.261963
	Iteration 23Q: 3 clusters Score -177550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177551.718750 Penalty: 3783.261963
	Iteration 24Q: 3 clusters Score -177551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -177552.328125 Penalty: 3783.261963
	Iteration 25Q: 3 clusters Score -177552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177552.828125 Penalty: 3783.261963
	Iteration 26Q: 3 clusters Score -177552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177552.828125 Penalty: 3783.261963
	Iteration 27F: 3 clusters Score -177552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -412432.406250 Penalty: 2090.450439
	Iteration 0F: 2 clusters Score -412432.4 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 2332 members 
Entering Unmasked Estep 
Score: -408188.312500 Penalty: 4180.900879
	Iteration 0F: 3 clusters Score -408188.3 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -409230.531250 Penalty: 4180.900879
	Iteration 1F: 3 clusters Score -409230.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -409492.875000 Penalty: 4180.900879
	Iteration 2F: 3 clusters Score -409492.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -409649.875000 Penalty: 4180.900879
	Iteration 3F: 3 clusters Score -409649.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -409764.312500 Penalty: 4180.900879
	Iteration 4Q: 3 clusters Score -409764.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -409868.062500 Penalty: 4180.900879
	Iteration 5Q: 3 clusters Score -409868.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -409965.750000 Penalty: 4180.900879
	Iteration 6Q: 3 clusters Score -409965.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -410039.187500 Penalty: 4180.900879
	Iteration 7Q: 3 clusters Score -410039.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -410100.312500 Penalty: 4180.900879
	Iteration 8Q: 3 clusters Score -410100.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -410142.906250 Penalty: 4180.900879
	Iteration 9Q: 3 clusters Score -410142.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -410177.218750 Penalty: 4180.900879
	Iteration 10Q: 3 clusters Score -410177.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -410203.750000 Penalty: 4180.900879
	Iteration 11Q: 3 clusters Score -410203.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -410226.093750 Penalty: 4180.900879
	Iteration 12Q: 3 clusters Score -410226.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -410246.906250 Penalty: 4180.900879
	Iteration 13Q: 3 clusters Score -410246.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -410272.031250 Penalty: 4180.900879
	Iteration 14Q: 3 clusters Score -410272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -410299.187500 Penalty: 4180.900879
	Iteration 15Q: 3 clusters Score -410299.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -410324.031250 Penalty: 4180.900879
	Iteration 16Q: 3 clusters Score -410324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -410350.031250 Penalty: 4180.900879
	Iteration 17Q: 3 clusters Score -410350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -410374.187500 Penalty: 4180.900879
	Iteration 18Q: 3 clusters Score -410374.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -410391.843750 Penalty: 4180.900879
	Iteration 19Q: 3 clusters Score -410391.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -410406.812500 Penalty: 4180.900879
	Iteration 20F: 3 clusters Score -410406.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -410424.281250 Penalty: 4180.900879
	Iteration 21Q: 3 clusters Score -410424.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -410439.875000 Penalty: 4180.900879
	Iteration 22Q: 3 clusters Score -410439.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -410454.625000 Penalty: 4180.900879
	Iteration 23Q: 3 clusters Score -410454.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -410468.500000 Penalty: 4180.900879
	Iteration 24Q: 3 clusters Score -410468.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410483.500000 Penalty: 4180.900879
	Iteration 25Q: 3 clusters Score -410483.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410497.593750 Penalty: 4180.900879
	Iteration 26Q: 3 clusters Score -410497.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -410508.062500 Penalty: 4180.900879
	Iteration 27Q: 3 clusters Score -410508.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -410517.437500 Penalty: 4180.900879
	Iteration 28Q: 3 clusters Score -410517.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -410525.812500 Penalty: 4180.900879
	Iteration 29Q: 3 clusters Score -410525.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -410535.531250 Penalty: 4180.900879
	Iteration 30Q: 3 clusters Score -410535.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -410544.000000 Penalty: 4180.900879
	Iteration 31Q: 3 clusters Score -410544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -410553.625000 Penalty: 4180.900879
	Iteration 32Q: 3 clusters Score -410553.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -410562.625000 Penalty: 4180.900879
	Iteration 33Q: 3 clusters Score -410562.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -410568.906250 Penalty: 4180.900879
	Iteration 34Q: 3 clusters Score -410568.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -410574.062500 Penalty: 4180.900879
	Iteration 35Q: 3 clusters Score -410574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -410581.281250 Penalty: 4180.900879
	Iteration 36Q: 3 clusters Score -410581.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -410585.687500 Penalty: 4180.900879
	Iteration 37Q: 3 clusters Score -410585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -410590.687500 Penalty: 4180.900879
	Iteration 38Q: 3 clusters Score -410590.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -410592.281250 Penalty: 4180.900879
	Iteration 39Q: 3 clusters Score -410592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410594.531250 Penalty: 4180.900879
	Iteration 40F: 3 clusters Score -410594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -410594.968750 Penalty: 4180.900879
	Iteration 41Q: 3 clusters Score -410595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -410595.906250 Penalty: 4180.900879
	Iteration 42Q: 3 clusters Score -410595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -410595.593750 Penalty: 4180.900879
	Iteration 43Q: 3 clusters Score -410595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -410596.125000 Penalty: 4180.900879
	Iteration 44Q: 3 clusters Score -410596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -410596.125000 Penalty: 4180.900879
	Iteration 45F: 3 clusters Score -410596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Entering Unmasked Estep 
Score: -2453700.250000 Penalty: 2514.313721
	Iteration 0F: 2 clusters Score -2453700 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 12626 members 
Entering Unmasked Estep 
Score: -2436211.750000 Penalty: 5028.627441
	Iteration 0F: 3 clusters Score -2436212 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2442433.750000 Penalty: 5028.627441
	Iteration 1F: 3 clusters Score -2442434 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2442963.500000 Penalty: 5028.627441
	Iteration 2F: 3 clusters Score -2442964 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2443471.250000 Penalty: 5028.627441
	Iteration 3Q: 3 clusters Score -2443471 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2444018.500000 Penalty: 5028.627441
	Iteration 4Q: 3 clusters Score -2444018 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2444685.250000 Penalty: 5028.627441
	Iteration 5Q: 3 clusters Score -2444685 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2445547.250000 Penalty: 5028.627441
	Iteration 6F: 3 clusters Score -2445547 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2446427.250000 Penalty: 5028.627441
	Iteration 7F: 3 clusters Score -2446427 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2447226.250000 Penalty: 5028.627441
	Iteration 8F: 3 clusters Score -2447226 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2447816.250000 Penalty: 5028.627441
	Iteration 9Q: 3 clusters Score -2447816 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2448256.750000 Penalty: 5028.627441
	Iteration 10Q: 3 clusters Score -2448257 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2448550.500000 Penalty: 5028.627441
	Iteration 11Q: 3 clusters Score -2448550 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2448765.750000 Penalty: 5028.627441
	Iteration 12Q: 3 clusters Score -2448766 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2448915.750000 Penalty: 5028.627441
	Iteration 13Q: 3 clusters Score -2448916 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2449073.750000 Penalty: 5028.627441
	Iteration 14Q: 3 clusters Score -2449074 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2449204.000000 Penalty: 5028.627441
	Iteration 15Q: 3 clusters Score -2449204 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2449328.750000 Penalty: 5028.627441
	Iteration 16Q: 3 clusters Score -2449329 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2449433.000000 Penalty: 5028.627441
	Iteration 17Q: 3 clusters Score -2449433 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2449514.250000 Penalty: 5028.627441
	Iteration 18Q: 3 clusters Score -2449514 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2449623.250000 Penalty: 5028.627441
	Iteration 19Q: 3 clusters Score -2449623 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2449725.750000 Penalty: 5028.627441
	Iteration 20F: 3 clusters Score -2449726 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2449827.500000 Penalty: 5028.627441
	Iteration 21Q: 3 clusters Score -2449828 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2449934.500000 Penalty: 5028.627441
	Iteration 22Q: 3 clusters Score -2449934 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2450034.000000 Penalty: 5028.627441
	Iteration 23Q: 3 clusters Score -2450034 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2450142.000000 Penalty: 5028.627441
	Iteration 24Q: 3 clusters Score -2450142 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2450246.500000 Penalty: 5028.627441
	Iteration 25Q: 3 clusters Score -2450246 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2450353.500000 Penalty: 5028.627441
	Iteration 26Q: 3 clusters Score -2450354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2450436.250000 Penalty: 5028.627441
	Iteration 27Q: 3 clusters Score -2450436 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2450550.000000 Penalty: 5028.627441
	Iteration 28Q: 3 clusters Score -2450550 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2450654.750000 Penalty: 5028.627441
	Iteration 29Q: 3 clusters Score -2450655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2450749.500000 Penalty: 5028.627441
	Iteration 30Q: 3 clusters Score -2450750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2450814.750000 Penalty: 5028.627441
	Iteration 31Q: 3 clusters Score -2450815 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2450884.000000 Penalty: 5028.627441
	Iteration 32Q: 3 clusters Score -2450884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2450909.000000 Penalty: 5028.627441
	Iteration 33Q: 3 clusters Score -2450909 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2450961.750000 Penalty: 5028.627441
	Iteration 34Q: 3 clusters Score -2450962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2451003.250000 Penalty: 5028.627441
	Iteration 35Q: 3 clusters Score -2451003 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2451039.000000 Penalty: 5028.627441
	Iteration 36Q: 3 clusters Score -2451039 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2451079.750000 Penalty: 5028.627441
	Iteration 37Q: 3 clusters Score -2451080 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2451119.500000 Penalty: 5028.627441
	Iteration 38Q: 3 clusters Score -2451120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2451159.000000 Penalty: 5028.627441
	Iteration 39Q: 3 clusters Score -2451159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2451189.500000 Penalty: 5028.627441
	Iteration 40F: 3 clusters Score -2451190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2451224.500000 Penalty: 5028.627441
	Iteration 41Q: 3 clusters Score -2451224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2451279.000000 Penalty: 5028.627441
	Iteration 42Q: 3 clusters Score -2451279 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2451344.250000 Penalty: 5028.627441
	Iteration 43Q: 3 clusters Score -2451344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2451385.750000 Penalty: 5028.627441
	Iteration 44Q: 3 clusters Score -2451386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2451425.750000 Penalty: 5028.627441
	Iteration 45Q: 3 clusters Score -2451426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2451457.250000 Penalty: 5028.627441
	Iteration 46Q: 3 clusters Score -2451457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2451481.750000 Penalty: 5028.627441
	Iteration 47Q: 3 clusters Score -2451482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2451510.500000 Penalty: 5028.627441
	Iteration 48Q: 3 clusters Score -2451510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2451523.500000 Penalty: 5028.627441
	Iteration 49Q: 3 clusters Score -2451524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2451544.250000 Penalty: 5028.627441
	Iteration 50Q: 3 clusters Score -2451544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2451564.000000 Penalty: 5028.627441
	Iteration 51Q: 3 clusters Score -2451564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2451574.500000 Penalty: 5028.627441
	Iteration 52Q: 3 clusters Score -2451574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2451584.250000 Penalty: 5028.627441
	Iteration 53Q: 3 clusters Score -2451584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2451593.250000 Penalty: 5028.627441
	Iteration 54Q: 3 clusters Score -2451593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2451601.750000 Penalty: 5028.627441
	Iteration 55Q: 3 clusters Score -2451602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2451603.000000 Penalty: 5028.627441
	Iteration 56Q: 3 clusters Score -2451603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2451603.000000 Penalty: 5028.627441
	Iteration 57Q: 3 clusters Score -2451603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2451604.750000 Penalty: 5028.627441
	Iteration 58Q: 3 clusters Score -2451605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2451608.750000 Penalty: 5028.627441
	Iteration 59Q: 3 clusters Score -2451609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2451609.500000 Penalty: 5028.627441
	Iteration 60F: 3 clusters Score -2451610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Entering Unmasked Estep 
Score: -1352957.750000 Penalty: 2378.474854
	Iteration 0F: 2 clusters Score -1352958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1342345.625000 Penalty: 4756.949707
	Iteration 0F: 3 clusters Score -1342346 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1345856.750000 Penalty: 4756.949707
	Iteration 1F: 3 clusters Score -1345857 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1346430.875000 Penalty: 4756.949707
	Iteration 2F: 3 clusters Score -1346431 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1347079.125000 Penalty: 4756.949707
	Iteration 3F: 3 clusters Score -1347079 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1347753.125000 Penalty: 4756.949707
	Iteration 4F: 3 clusters Score -1347753 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1348438.250000 Penalty: 4756.949707
	Iteration 5F: 3 clusters Score -1348438 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1349039.500000 Penalty: 4756.949707
	Iteration 6F: 3 clusters Score -1349040 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1349539.000000 Penalty: 4756.949707
	Iteration 7F: 3 clusters Score -1349539 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1349950.625000 Penalty: 4756.949707
	Iteration 8Q: 3 clusters Score -1349951 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1350292.750000 Penalty: 4756.949707
	Iteration 9Q: 3 clusters Score -1350293 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1350572.125000 Penalty: 4756.949707
	Iteration 10Q: 3 clusters Score -1350572 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1350784.625000 Penalty: 4756.949707
	Iteration 11Q: 3 clusters Score -1350785 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1350909.000000 Penalty: 4756.949707
	Iteration 12Q: 3 clusters Score -1350909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1350990.125000 Penalty: 4756.949707
	Iteration 13Q: 3 clusters Score -1350990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1351056.875000 Penalty: 4756.949707
	Iteration 14Q: 3 clusters Score -1351057 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1351120.000000 Penalty: 4756.949707
	Iteration 15Q: 3 clusters Score -1351120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1351161.375000 Penalty: 4756.949707
	Iteration 16Q: 3 clusters Score -1351161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1351197.500000 Penalty: 4756.949707
	Iteration 17Q: 3 clusters Score -1351198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1351226.375000 Penalty: 4756.949707
	Iteration 18Q: 3 clusters Score -1351226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1351250.875000 Penalty: 4756.949707
	Iteration 19Q: 3 clusters Score -1351251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1351271.000000 Penalty: 4756.949707
	Iteration 20F: 3 clusters Score -1351271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1351284.250000 Penalty: 4756.949707
	Iteration 21Q: 3 clusters Score -1351284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1351300.875000 Penalty: 4756.949707
	Iteration 22Q: 3 clusters Score -1351301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1351311.500000 Penalty: 4756.949707
	Iteration 23Q: 3 clusters Score -1351312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1351324.375000 Penalty: 4756.949707
	Iteration 24Q: 3 clusters Score -1351324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1351330.500000 Penalty: 4756.949707
	Iteration 25Q: 3 clusters Score -1351330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1351339.125000 Penalty: 4756.949707
	Iteration 26Q: 3 clusters Score -1351339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1351343.750000 Penalty: 4756.949707
	Iteration 27Q: 3 clusters Score -1351344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1351348.875000 Penalty: 4756.949707
	Iteration 28Q: 3 clusters Score -1351349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1351352.250000 Penalty: 4756.949707
	Iteration 29Q: 3 clusters Score -1351352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1351356.875000 Penalty: 4756.949707
	Iteration 30Q: 3 clusters Score -1351357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1351361.750000 Penalty: 4756.949707
	Iteration 31Q: 3 clusters Score -1351362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1351367.500000 Penalty: 4756.949707
	Iteration 32Q: 3 clusters Score -1351368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1351370.625000 Penalty: 4756.949707
	Iteration 33Q: 3 clusters Score -1351371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1351372.625000 Penalty: 4756.949707
	Iteration 34Q: 3 clusters Score -1351373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1351373.875000 Penalty: 4756.949707
	Iteration 35Q: 3 clusters Score -1351374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1351382.000000 Penalty: 4756.949707
	Iteration 36Q: 3 clusters Score -1351382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1351383.750000 Penalty: 4756.949707
	Iteration 37Q: 3 clusters Score -1351384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1351383.000000 Penalty: 4756.949707
	Iteration 38Q: 3 clusters Score -1351383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1351386.750000 Penalty: 4756.949707
	Iteration 39Q: 3 clusters Score -1351387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1351385.250000 Penalty: 4756.949707
	Iteration 40F: 3 clusters Score -1351385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1351386.625000 Penalty: 4756.949707
	Iteration 41Q: 3 clusters Score -1351387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1351388.000000 Penalty: 4756.949707
	Iteration 42Q: 3 clusters Score -1351388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1351389.375000 Penalty: 4756.949707
	Iteration 43Q: 3 clusters Score -1351389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1351391.375000 Penalty: 4756.949707
	Iteration 44Q: 3 clusters Score -1351391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1351389.875000 Penalty: 4756.949707
	Iteration 45Q: 3 clusters Score -1351390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1351388.625000 Penalty: 4756.949707
	Iteration 46Q: 3 clusters Score -1351389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1351390.125000 Penalty: 4756.949707
	Iteration 47Q: 3 clusters Score -1351390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1351390.875000 Penalty: 4756.949707
	Iteration 48Q: 3 clusters Score -1351391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1351388.875000 Penalty: 4756.949707
	Iteration 49Q: 3 clusters Score -1351389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1351388.000000 Penalty: 4756.949707
	Iteration 50Q: 3 clusters Score -1351388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1351388.625000 Penalty: 4756.949707
	Iteration 51Q: 3 clusters Score -1351389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1351389.000000 Penalty: 4756.949707
	Iteration 52Q: 3 clusters Score -1351389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1351388.000000 Penalty: 4756.949707
	Iteration 53Q: 3 clusters Score -1351388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1351386.500000 Penalty: 4756.949707
	Iteration 54Q: 3 clusters Score -1351386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1351389.500000 Penalty: 4756.949707
	Iteration 55Q: 3 clusters Score -1351390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1351389.625000 Penalty: 4756.949707
	Iteration 56Q: 3 clusters Score -1351390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1351388.000000 Penalty: 4756.949707
	Iteration 57Q: 3 clusters Score -1351388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1351388.500000 Penalty: 4756.949707
	Iteration 58Q: 3 clusters Score -1351388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1351392.625000 Penalty: 4756.949707
	Iteration 59Q: 3 clusters Score -1351393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1351392.625000 Penalty: 4756.949707
	Iteration 60F: 3 clusters Score -1351393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1351394.375000 Penalty: 4756.949707
	Iteration 61Q: 3 clusters Score -1351394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1351394.375000 Penalty: 4756.949707
	Iteration 62F: 3 clusters Score -1351394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Entering Unmasked Estep 
Score: -1183896.500000 Penalty: 2330.184814
	Iteration 0F: 2 clusters Score -1183896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1174940.125000 Penalty: 4660.369629
	Iteration 0F: 3 clusters Score -1174940 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1177707.000000 Penalty: 4660.369629
	Iteration 1F: 3 clusters Score -1177707 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1178097.875000 Penalty: 4660.369629
	Iteration 2F: 3 clusters Score -1178098 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1178411.375000 Penalty: 4660.369629
	Iteration 3F: 3 clusters Score -1178411 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1178687.625000 Penalty: 4660.369629
	Iteration 4Q: 3 clusters Score -1178688 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1178947.875000 Penalty: 4660.369629
	Iteration 5Q: 3 clusters Score -1178948 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1179212.500000 Penalty: 4660.369629
	Iteration 6Q: 3 clusters Score -1179212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1179466.750000 Penalty: 4660.369629
	Iteration 7Q: 3 clusters Score -1179467 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1179706.625000 Penalty: 4660.369629
	Iteration 8Q: 3 clusters Score -1179707 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1179969.250000 Penalty: 4660.369629
	Iteration 9Q: 3 clusters Score -1179969 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1180220.875000 Penalty: 4660.369629
	Iteration 10Q: 3 clusters Score -1180221 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1180442.250000 Penalty: 4660.369629
	Iteration 11Q: 3 clusters Score -1180442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1180608.000000 Penalty: 4660.369629
	Iteration 12Q: 3 clusters Score -1180608 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1180741.375000 Penalty: 4660.369629
	Iteration 13Q: 3 clusters Score -1180741 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1180847.125000 Penalty: 4660.369629
	Iteration 14Q: 3 clusters Score -1180847 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1180937.125000 Penalty: 4660.369629
	Iteration 15Q: 3 clusters Score -1180937 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1181005.625000 Penalty: 4660.369629
	Iteration 16Q: 3 clusters Score -1181006 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1181064.875000 Penalty: 4660.369629
	Iteration 17Q: 3 clusters Score -1181065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1181114.250000 Penalty: 4660.369629
	Iteration 18Q: 3 clusters Score -1181114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1181136.000000 Penalty: 4660.369629
	Iteration 19Q: 3 clusters Score -1181136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1181153.500000 Penalty: 4660.369629
	Iteration 20F: 3 clusters Score -1181154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1181170.750000 Penalty: 4660.369629
	Iteration 21Q: 3 clusters Score -1181171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1181186.625000 Penalty: 4660.369629
	Iteration 22Q: 3 clusters Score -1181187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1181205.500000 Penalty: 4660.369629
	Iteration 23Q: 3 clusters Score -1181206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1181221.000000 Penalty: 4660.369629
	Iteration 24Q: 3 clusters Score -1181221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1181235.250000 Penalty: 4660.369629
	Iteration 25Q: 3 clusters Score -1181235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1181239.000000 Penalty: 4660.369629
	Iteration 26Q: 3 clusters Score -1181239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1181248.375000 Penalty: 4660.369629
	Iteration 27Q: 3 clusters Score -1181248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1181255.625000 Penalty: 4660.369629
	Iteration 28Q: 3 clusters Score -1181256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1181258.750000 Penalty: 4660.369629
	Iteration 29Q: 3 clusters Score -1181259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1181262.250000 Penalty: 4660.369629
	Iteration 30Q: 3 clusters Score -1181262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1181265.875000 Penalty: 4660.369629
	Iteration 31Q: 3 clusters Score -1181266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1181270.625000 Penalty: 4660.369629
	Iteration 32Q: 3 clusters Score -1181271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1181277.500000 Penalty: 4660.369629
	Iteration 33Q: 3 clusters Score -1181278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1181280.375000 Penalty: 4660.369629
	Iteration 34Q: 3 clusters Score -1181280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1181283.875000 Penalty: 4660.369629
	Iteration 35Q: 3 clusters Score -1181284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1181284.250000 Penalty: 4660.369629
	Iteration 36Q: 3 clusters Score -1181284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1181285.375000 Penalty: 4660.369629
	Iteration 37Q: 3 clusters Score -1181285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1181285.000000 Penalty: 4660.369629
	Iteration 38Q: 3 clusters Score -1181285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1181284.250000 Penalty: 4660.369629
	Iteration 39Q: 3 clusters Score -1181284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1181285.625000 Penalty: 4660.369629
	Iteration 40F: 3 clusters Score -1181286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1181284.500000 Penalty: 4660.369629
	Iteration 41Q: 3 clusters Score -1181284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1181284.500000 Penalty: 4660.369629
	Iteration 42F: 3 clusters Score -1181284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Entering Unmasked Estep 
Score: -2420911.000000 Penalty: 2505.958496
	Iteration 0F: 2 clusters Score -2420911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2403894.250000 Penalty: 5011.916992
	Iteration 0F: 3 clusters Score -2403894 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2410084.750000 Penalty: 5011.916992
	Iteration 1F: 3 clusters Score -2410085 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2410526.250000 Penalty: 5011.916992
	Iteration 2Q: 3 clusters Score -2410526 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2410916.000000 Penalty: 5011.916992
	Iteration 3Q: 3 clusters Score -2410916 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2411309.500000 Penalty: 5011.916992
	Iteration 4Q: 3 clusters Score -2411310 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2411780.000000 Penalty: 5011.916992
	Iteration 5Q: 3 clusters Score -2411780 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2412390.000000 Penalty: 5011.916992
	Iteration 6Q: 3 clusters Score -2412390 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2413180.250000 Penalty: 5011.916992
	Iteration 7F: 3 clusters Score -2413180 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2414153.000000 Penalty: 5011.916992
	Iteration 8F: 3 clusters Score -2414153 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2415248.500000 Penalty: 5011.916992
	Iteration 9F: 3 clusters Score -2415248 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2416269.750000 Penalty: 5011.916992
	Iteration 10F: 3 clusters Score -2416270 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2417083.750000 Penalty: 5011.916992
	Iteration 11Q: 3 clusters Score -2417084 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2417721.750000 Penalty: 5011.916992
	Iteration 12Q: 3 clusters Score -2417722 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2418109.750000 Penalty: 5011.916992
	Iteration 13Q: 3 clusters Score -2418110 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2418338.500000 Penalty: 5011.916992
	Iteration 14Q: 3 clusters Score -2418338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2418493.750000 Penalty: 5011.916992
	Iteration 15Q: 3 clusters Score -2418494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2418588.000000 Penalty: 5011.916992
	Iteration 16Q: 3 clusters Score -2418588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2418643.500000 Penalty: 5011.916992
	Iteration 17Q: 3 clusters Score -2418644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2418671.500000 Penalty: 5011.916992
	Iteration 18Q: 3 clusters Score -2418672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2418689.250000 Penalty: 5011.916992
	Iteration 19Q: 3 clusters Score -2418689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2418709.250000 Penalty: 5011.916992
	Iteration 20F: 3 clusters Score -2418709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2418717.250000 Penalty: 5011.916992
	Iteration 21Q: 3 clusters Score -2418717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2418725.500000 Penalty: 5011.916992
	Iteration 22Q: 3 clusters Score -2418726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2418737.500000 Penalty: 5011.916992
	Iteration 23Q: 3 clusters Score -2418738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2418748.500000 Penalty: 5011.916992
	Iteration 24Q: 3 clusters Score -2418748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2418757.250000 Penalty: 5011.916992
	Iteration 25Q: 3 clusters Score -2418757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2418767.500000 Penalty: 5011.916992
	Iteration 26Q: 3 clusters Score -2418768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2418770.500000 Penalty: 5011.916992
	Iteration 27Q: 3 clusters Score -2418770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2418771.000000 Penalty: 5011.916992
	Iteration 28Q: 3 clusters Score -2418771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2418775.250000 Penalty: 5011.916992
	Iteration 29Q: 3 clusters Score -2418775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2418777.000000 Penalty: 5011.916992
	Iteration 30Q: 3 clusters Score -2418777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2418785.000000 Penalty: 5011.916992
	Iteration 31Q: 3 clusters Score -2418785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2418792.000000 Penalty: 5011.916992
	Iteration 32Q: 3 clusters Score -2418792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2418795.500000 Penalty: 5011.916992
	Iteration 33Q: 3 clusters Score -2418796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2418800.000000 Penalty: 5011.916992
	Iteration 34Q: 3 clusters Score -2418800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2418799.750000 Penalty: 5011.916992
	Iteration 35Q: 3 clusters Score -2418800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2418800.000000 Penalty: 5011.916992
	Iteration 36Q: 3 clusters Score -2418800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2418801.000000 Penalty: 5011.916992
	Iteration 37Q: 3 clusters Score -2418801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2418801.250000 Penalty: 5011.916992
	Iteration 38Q: 3 clusters Score -2418801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2418804.500000 Penalty: 5011.916992
	Iteration 39Q: 3 clusters Score -2418804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2418807.750000 Penalty: 5011.916992
	Iteration 40F: 3 clusters Score -2418808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2418807.500000 Penalty: 5011.916992
	Iteration 41Q: 3 clusters Score -2418808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2418807.500000 Penalty: 5011.916992
	Iteration 42F: 3 clusters Score -2418808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -463888.031250 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -463888 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 2545 members 
Entering Unmasked Estep 
Score: -459459.468750 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -459459.5 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -460568.531250 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -460568.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -460833.375000 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -460833.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -460997.875000 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -460997.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -461131.812500 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -461131.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -461257.968750 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -461258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -461393.187500 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -461393.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -461560.500000 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -461560.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -461739.250000 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -461739.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -461906.687500 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -461906.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -462030.156250 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -462030.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -462140.250000 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -462140.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -462248.781250 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -462248.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -462333.312500 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -462333.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -462406.250000 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -462406.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -462452.906250 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -462452.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -462492.875000 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -462492.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -462520.312500 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -462520.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -462537.718750 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -462537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -462556.312500 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -462556.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -462579.375000 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -462579.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -462589.906250 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -462589.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -462598.500000 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -462598.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -462605.625000 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -462605.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -462611.968750 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -462612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -462620.062500 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -462620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -462623.843750 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -462623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -462629.812500 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -462629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -462635.906250 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -462635.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -462641.656250 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -462641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -462646.937500 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -462646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -462650.000000 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -462650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -462651.968750 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -462652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -462653.593750 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -462653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -462656.343750 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -462656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -462659.312500 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -462659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -462660.906250 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -462660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -462661.312500 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -462661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -462662.968750 Penalty: 4223.833008
	Iteration 38Q: 3 clusters Score -462663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -462662.968750 Penalty: 4223.833008
	Iteration 39F: 3 clusters Score -462663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -202635.062500 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -202635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -199663.359375 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -199663.4 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -200571.437500 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -200571.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -201126.140625 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -201126.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -201510.093750 Penalty: 3892.683838
	Iteration 3F: 3 clusters Score -201510.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -201716.296875 Penalty: 3892.683838
	Iteration 4F: 3 clusters Score -201716.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -201837.781250 Penalty: 3892.683838
	Iteration 5Q: 3 clusters Score -201837.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -201958.359375 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -201958.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -202060.312500 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -202060.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -202141.687500 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -202141.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -202189.875000 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -202189.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -202217.609375 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -202217.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -202236.515625 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -202236.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -202264.093750 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -202264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -202280.921875 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -202280.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -202288.406250 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -202288.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -202293.031250 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -202293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -202295.953125 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -202296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -202298.312500 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -202298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -202306.171875 Penalty: 3892.683838
	Iteration 18Q: 3 clusters Score -202306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -202308.468750 Penalty: 3892.683838
	Iteration 19Q: 3 clusters Score -202308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -202312.937500 Penalty: 3892.683838
	Iteration 20F: 3 clusters Score -202312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -202314.937500 Penalty: 3892.683838
	Iteration 21Q: 3 clusters Score -202314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -202317.187500 Penalty: 3892.683838
	Iteration 22Q: 3 clusters Score -202317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -202317.281250 Penalty: 3892.683838
	Iteration 23Q: 3 clusters Score -202317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -202317.281250 Penalty: 3892.683838
	Iteration 24F: 3 clusters Score -202317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3514470.500000 Penalty: 2596.319092
	Iteration 0F: 2 clusters Score -3514470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3490385.500000 Penalty: 5192.638184
	Iteration 0F: 3 clusters Score -3490386 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3499704.250000 Penalty: 5192.638184
	Iteration 1F: 3 clusters Score -3499704 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3500776.500000 Penalty: 5192.638184
	Iteration 2F: 3 clusters Score -3500776 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3502084.250000 Penalty: 5192.638184
	Iteration 3F: 3 clusters Score -3502084 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3503774.750000 Penalty: 5192.638184
	Iteration 4F: 3 clusters Score -3503775 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3505626.750000 Penalty: 5192.638184
	Iteration 5F: 3 clusters Score -3505627 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3507208.250000 Penalty: 5192.638184
	Iteration 6F: 3 clusters Score -3507208 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3508288.750000 Penalty: 5192.638184
	Iteration 7F: 3 clusters Score -3508289 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3509007.500000 Penalty: 5192.638184
	Iteration 8Q: 3 clusters Score -3509008 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3509499.500000 Penalty: 5192.638184
	Iteration 9Q: 3 clusters Score -3509500 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3509862.250000 Penalty: 5192.638184
	Iteration 10Q: 3 clusters Score -3509862 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3510168.500000 Penalty: 5192.638184
	Iteration 11Q: 3 clusters Score -3510168 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3510443.000000 Penalty: 5192.638184
	Iteration 12Q: 3 clusters Score -3510443 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3510650.000000 Penalty: 5192.638184
	Iteration 13Q: 3 clusters Score -3510650 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3510797.500000 Penalty: 5192.638184
	Iteration 14Q: 3 clusters Score -3510798 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3510946.500000 Penalty: 5192.638184
	Iteration 15Q: 3 clusters Score -3510946 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3511075.000000 Penalty: 5192.638184
	Iteration 16Q: 3 clusters Score -3511075 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3511186.250000 Penalty: 5192.638184
	Iteration 17Q: 3 clusters Score -3511186 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3511265.500000 Penalty: 5192.638184
	Iteration 18Q: 3 clusters Score -3511266 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3511358.250000 Penalty: 5192.638184
	Iteration 19Q: 3 clusters Score -3511358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3511429.000000 Penalty: 5192.638184
	Iteration 20F: 3 clusters Score -3511429 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3511505.750000 Penalty: 5192.638184
	Iteration 21Q: 3 clusters Score -3511506 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3511586.500000 Penalty: 5192.638184
	Iteration 22Q: 3 clusters Score -3511586 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3511674.250000 Penalty: 5192.638184
	Iteration 23Q: 3 clusters Score -3511674 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3511729.750000 Penalty: 5192.638184
	Iteration 24Q: 3 clusters Score -3511730 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3511776.000000 Penalty: 5192.638184
	Iteration 25Q: 3 clusters Score -3511776 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3511803.250000 Penalty: 5192.638184
	Iteration 26Q: 3 clusters Score -3511803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3511841.750000 Penalty: 5192.638184
	Iteration 27Q: 3 clusters Score -3511842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3511863.500000 Penalty: 5192.638184
	Iteration 28Q: 3 clusters Score -3511864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3511881.750000 Penalty: 5192.638184
	Iteration 29Q: 3 clusters Score -3511882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3511898.750000 Penalty: 5192.638184
	Iteration 30Q: 3 clusters Score -3511899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3511924.250000 Penalty: 5192.638184
	Iteration 31Q: 3 clusters Score -3511924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3511953.000000 Penalty: 5192.638184
	Iteration 32Q: 3 clusters Score -3511953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3511965.250000 Penalty: 5192.638184
	Iteration 33Q: 3 clusters Score -3511965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3511991.250000 Penalty: 5192.638184
	Iteration 34Q: 3 clusters Score -3511991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3512004.000000 Penalty: 5192.638184
	Iteration 35Q: 3 clusters Score -3512004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3512026.750000 Penalty: 5192.638184
	Iteration 36Q: 3 clusters Score -3512027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3512040.250000 Penalty: 5192.638184
	Iteration 37Q: 3 clusters Score -3512040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3512057.000000 Penalty: 5192.638184
	Iteration 38Q: 3 clusters Score -3512057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3512085.750000 Penalty: 5192.638184
	Iteration 39Q: 3 clusters Score -3512086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3512091.500000 Penalty: 5192.638184
	Iteration 40F: 3 clusters Score -3512092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3512104.500000 Penalty: 5192.638184
	Iteration 41Q: 3 clusters Score -3512104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3512114.500000 Penalty: 5192.638184
	Iteration 42Q: 3 clusters Score -3512114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3512120.250000 Penalty: 5192.638184
	Iteration 43Q: 3 clusters Score -3512120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3512116.250000 Penalty: 5192.638184
	Iteration 44Q: 3 clusters Score -3512116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3512125.000000 Penalty: 5192.638184
	Iteration 45Q: 3 clusters Score -3512125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3512124.500000 Penalty: 5192.638184
	Iteration 46Q: 3 clusters Score -3512124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3512133.000000 Penalty: 5192.638184
	Iteration 47Q: 3 clusters Score -3512133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3512149.500000 Penalty: 5192.638184
	Iteration 48Q: 3 clusters Score -3512150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3512151.500000 Penalty: 5192.638184
	Iteration 49Q: 3 clusters Score -3512152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3512163.250000 Penalty: 5192.638184
	Iteration 50Q: 3 clusters Score -3512163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3512169.750000 Penalty: 5192.638184
	Iteration 51Q: 3 clusters Score -3512170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3512160.500000 Penalty: 5192.638184
	Iteration 52Q: 3 clusters Score -3512160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3512174.250000 Penalty: 5192.638184
	Iteration 53Q: 3 clusters Score -3512174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3512174.500000 Penalty: 5192.638184
	Iteration 54Q: 3 clusters Score -3512174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3512179.000000 Penalty: 5192.638184
	Iteration 55Q: 3 clusters Score -3512179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3512176.000000 Penalty: 5192.638184
	Iteration 56Q: 3 clusters Score -3512176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3512177.750000 Penalty: 5192.638184
	Iteration 57Q: 3 clusters Score -3512178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3512183.000000 Penalty: 5192.638184
	Iteration 58Q: 3 clusters Score -3512183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3512190.000000 Penalty: 5192.638184
	Iteration 59Q: 3 clusters Score -3512190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3512198.250000 Penalty: 5192.638184
	Iteration 60F: 3 clusters Score -3512198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3512200.250000 Penalty: 5192.638184
	Iteration 61Q: 3 clusters Score -3512200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3512207.750000 Penalty: 5192.638184
	Iteration 62Q: 3 clusters Score -3512208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3512217.500000 Penalty: 5192.638184
	Iteration 63Q: 3 clusters Score -3512218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3512220.000000 Penalty: 5192.638184
	Iteration 64Q: 3 clusters Score -3512220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3512220.750000 Penalty: 5192.638184
	Iteration 65Q: 3 clusters Score -3512221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3512229.500000 Penalty: 5192.638184
	Iteration 66Q: 3 clusters Score -3512230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3512231.250000 Penalty: 5192.638184
	Iteration 67Q: 3 clusters Score -3512231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3512239.500000 Penalty: 5192.638184
	Iteration 68Q: 3 clusters Score -3512240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3512230.250000 Penalty: 5192.638184
	Iteration 69Q: 3 clusters Score -3512230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3512241.250000 Penalty: 5192.638184
	Iteration 70Q: 3 clusters Score -3512241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3512244.750000 Penalty: 5192.638184
	Iteration 71Q: 3 clusters Score -3512245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3512240.500000 Penalty: 5192.638184
	Iteration 72Q: 3 clusters Score -3512240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3512240.250000 Penalty: 5192.638184
	Iteration 73Q: 3 clusters Score -3512240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3512240.750000 Penalty: 5192.638184
	Iteration 74Q: 3 clusters Score -3512241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3512244.750000 Penalty: 5192.638184
	Iteration 75Q: 3 clusters Score -3512245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3512249.250000 Penalty: 5192.638184
	Iteration 76Q: 3 clusters Score -3512249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3512253.750000 Penalty: 5192.638184
	Iteration 77Q: 3 clusters Score -3512254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3512251.500000 Penalty: 5192.638184
	Iteration 78Q: 3 clusters Score -3512252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3512258.000000 Penalty: 5192.638184
	Iteration 79Q: 3 clusters Score -3512258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3512265.000000 Penalty: 5192.638184
	Iteration 80F: 3 clusters Score -3512265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3512259.250000 Penalty: 5192.638184
	Iteration 81Q: 3 clusters Score -3512259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3512259.500000 Penalty: 5192.638184
	Iteration 82Q: 3 clusters Score -3512260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3512274.000000 Penalty: 5192.638184
	Iteration 83Q: 3 clusters Score -3512274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3512276.500000 Penalty: 5192.638184
	Iteration 84Q: 3 clusters Score -3512276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3512281.750000 Penalty: 5192.638184
	Iteration 85Q: 3 clusters Score -3512282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3512282.750000 Penalty: 5192.638184
	Iteration 86Q: 3 clusters Score -3512283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3512294.750000 Penalty: 5192.638184
	Iteration 87Q: 3 clusters Score -3512295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3512299.500000 Penalty: 5192.638184
	Iteration 88Q: 3 clusters Score -3512300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3512293.000000 Penalty: 5192.638184
	Iteration 89Q: 3 clusters Score -3512293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3512295.500000 Penalty: 5192.638184
	Iteration 90Q: 3 clusters Score -3512296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3512296.500000 Penalty: 5192.638184
	Iteration 91Q: 3 clusters Score -3512296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3512294.750000 Penalty: 5192.638184
	Iteration 92Q: 3 clusters Score -3512295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3512298.000000 Penalty: 5192.638184
	Iteration 93Q: 3 clusters Score -3512298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3512297.750000 Penalty: 5192.638184
	Iteration 94Q: 3 clusters Score -3512298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3512297.750000 Penalty: 5192.638184
	Iteration 95Q: 3 clusters Score -3512298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3512300.000000 Penalty: 5192.638184
	Iteration 96Q: 3 clusters Score -3512300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3512302.250000 Penalty: 5192.638184
	Iteration 97Q: 3 clusters Score -3512302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3512305.750000 Penalty: 5192.638184
	Iteration 98Q: 3 clusters Score -3512306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3512305.500000 Penalty: 5192.638184
	Iteration 99Q: 3 clusters Score -3512306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3512309.500000 Penalty: 5192.638184
	Iteration 100F: 3 clusters Score -3512310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3512303.000000 Penalty: 5192.638184
	Iteration 101Q: 3 clusters Score -3512303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3512312.750000 Penalty: 5192.638184
	Iteration 102Q: 3 clusters Score -3512313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3512314.000000 Penalty: 5192.638184
	Iteration 103Q: 3 clusters Score -3512314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3512310.000000 Penalty: 5192.638184
	Iteration 104Q: 3 clusters Score -3512310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3512312.000000 Penalty: 5192.638184
	Iteration 105Q: 3 clusters Score -3512312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3512312.250000 Penalty: 5192.638184
	Iteration 106Q: 3 clusters Score -3512312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3512309.750000 Penalty: 5192.638184
	Iteration 107Q: 3 clusters Score -3512310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3512311.000000 Penalty: 5192.638184
	Iteration 108Q: 3 clusters Score -3512311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3512308.750000 Penalty: 5192.638184
	Iteration 109Q: 3 clusters Score -3512309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3512311.250000 Penalty: 5192.638184
	Iteration 110Q: 3 clusters Score -3512311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3512311.250000 Penalty: 5192.638184
	Iteration 111Q: 3 clusters Score -3512311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3512312.000000 Penalty: 5192.638184
	Iteration 112Q: 3 clusters Score -3512312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3512310.750000 Penalty: 5192.638184
	Iteration 113Q: 3 clusters Score -3512311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3512311.500000 Penalty: 5192.638184
	Iteration 114Q: 3 clusters Score -3512312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3512311.500000 Penalty: 5192.638184
	Iteration 115F: 3 clusters Score -3512312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -163692.109375 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -163692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -161233.140625 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -161233.1 nChanged 540
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: -161649.125000 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -161649.1 nChanged 125
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: -161756.421875 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -161756.4 nChanged 68
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: -161815.421875 Penalty: 3708.049316
	Iteration 3Q: 3 clusters Score -161815.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -161866.015625 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -161866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161896.406250 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -161896.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161923.218750 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -161923.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -161950.000000 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -161950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161972.500000 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -161972.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161987.171875 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -161987.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -162005.703125 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -162005.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -162020.062500 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -162020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -162025.859375 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -162025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162027.078125 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -162027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -162027.218750 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -162027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -162027.218750 Penalty: 3708.049316
	Iteration 15F: 3 clusters Score -162027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -786221.687500 Penalty: 2227.830811
	Iteration 0F: 2 clusters Score -786221.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -779893.187500 Penalty: 4455.661621
	Iteration 0F: 3 clusters Score -779893.2 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -781585.812500 Penalty: 4455.661621
	Iteration 1F: 3 clusters Score -781585.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -781827.937500 Penalty: 4455.661621
	Iteration 2F: 3 clusters Score -781827.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -781984.625000 Penalty: 4455.661621
	Iteration 3Q: 3 clusters Score -781984.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -782102.875000 Penalty: 4455.661621
	Iteration 4Q: 3 clusters Score -782102.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -782199.437500 Penalty: 4455.661621
	Iteration 5Q: 3 clusters Score -782199.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -782267.562500 Penalty: 4455.661621
	Iteration 6Q: 3 clusters Score -782267.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -782325.562500 Penalty: 4455.661621
	Iteration 7Q: 3 clusters Score -782325.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -782386.937500 Penalty: 4455.661621
	Iteration 8Q: 3 clusters Score -782386.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -782449.000000 Penalty: 4455.661621
	Iteration 9Q: 3 clusters Score -782449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -782513.687500 Penalty: 4455.661621
	Iteration 10Q: 3 clusters Score -782513.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -782562.312500 Penalty: 4455.661621
	Iteration 11Q: 3 clusters Score -782562.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -782617.000000 Penalty: 4455.661621
	Iteration 12Q: 3 clusters Score -782617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -782676.687500 Penalty: 4455.661621
	Iteration 13Q: 3 clusters Score -782676.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -782736.562500 Penalty: 4455.661621
	Iteration 14Q: 3 clusters Score -782736.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -782801.500000 Penalty: 4455.661621
	Iteration 15Q: 3 clusters Score -782801.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -782872.312500 Penalty: 4455.661621
	Iteration 16Q: 3 clusters Score -782872.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -782942.812500 Penalty: 4455.661621
	Iteration 17Q: 3 clusters Score -782942.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -783020.437500 Penalty: 4455.661621
	Iteration 18Q: 3 clusters Score -783020.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -783087.437500 Penalty: 4455.661621
	Iteration 19Q: 3 clusters Score -783087.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -783160.375000 Penalty: 4455.661621
	Iteration 20F: 3 clusters Score -783160.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -783229.937500 Penalty: 4455.661621
	Iteration 21Q: 3 clusters Score -783229.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -783295.562500 Penalty: 4455.661621
	Iteration 22Q: 3 clusters Score -783295.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -783361.312500 Penalty: 4455.661621
	Iteration 23Q: 3 clusters Score -783361.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -783441.000000 Penalty: 4455.661621
	Iteration 24Q: 3 clusters Score -783441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -783516.187500 Penalty: 4455.661621
	Iteration 25Q: 3 clusters Score -783516.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -783591.500000 Penalty: 4455.661621
	Iteration 26Q: 3 clusters Score -783591.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -783685.625000 Penalty: 4455.661621
	Iteration 27Q: 3 clusters Score -783685.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -783792.375000 Penalty: 4455.661621
	Iteration 28Q: 3 clusters Score -783792.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -783868.187500 Penalty: 4455.661621
	Iteration 29Q: 3 clusters Score -783868.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -783939.812500 Penalty: 4455.661621
	Iteration 30Q: 3 clusters Score -783939.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -783996.125000 Penalty: 4455.661621
	Iteration 31Q: 3 clusters Score -783996.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -784041.750000 Penalty: 4455.661621
	Iteration 32Q: 3 clusters Score -784041.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -784066.937500 Penalty: 4455.661621
	Iteration 33Q: 3 clusters Score -784066.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -784091.812500 Penalty: 4455.661621
	Iteration 34Q: 3 clusters Score -784091.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -784112.812500 Penalty: 4455.661621
	Iteration 35Q: 3 clusters Score -784112.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -784130.062500 Penalty: 4455.661621
	Iteration 36Q: 3 clusters Score -784130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -784147.062500 Penalty: 4455.661621
	Iteration 37Q: 3 clusters Score -784147.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -784162.187500 Penalty: 4455.661621
	Iteration 38Q: 3 clusters Score -784162.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -784174.500000 Penalty: 4455.661621
	Iteration 39Q: 3 clusters Score -784174.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -784184.187500 Penalty: 4455.661621
	Iteration 40F: 3 clusters Score -784184.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -784194.312500 Penalty: 4455.661621
	Iteration 41Q: 3 clusters Score -784194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -784197.750000 Penalty: 4455.661621
	Iteration 42Q: 3 clusters Score -784197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -784205.812500 Penalty: 4455.661621
	Iteration 43Q: 3 clusters Score -784205.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -784216.812500 Penalty: 4455.661621
	Iteration 44Q: 3 clusters Score -784216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -784219.875000 Penalty: 4455.661621
	Iteration 45Q: 3 clusters Score -784219.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -784228.562500 Penalty: 4455.661621
	Iteration 46Q: 3 clusters Score -784228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -784234.875000 Penalty: 4455.661621
	Iteration 47Q: 3 clusters Score -784234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -784239.250000 Penalty: 4455.661621
	Iteration 48Q: 3 clusters Score -784239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -784249.437500 Penalty: 4455.661621
	Iteration 49Q: 3 clusters Score -784249.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -784258.875000 Penalty: 4455.661621
	Iteration 50Q: 3 clusters Score -784258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -784264.437500 Penalty: 4455.661621
	Iteration 51Q: 3 clusters Score -784264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -784268.750000 Penalty: 4455.661621
	Iteration 52Q: 3 clusters Score -784268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -784272.312500 Penalty: 4455.661621
	Iteration 53Q: 3 clusters Score -784272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -784273.062500 Penalty: 4455.661621
	Iteration 54Q: 3 clusters Score -784273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -784274.250000 Penalty: 4455.661621
	Iteration 55Q: 3 clusters Score -784274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -784276.937500 Penalty: 4455.661621
	Iteration 56Q: 3 clusters Score -784276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -784277.375000 Penalty: 4455.661621
	Iteration 57Q: 3 clusters Score -784277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -784278.750000 Penalty: 4455.661621
	Iteration 58Q: 3 clusters Score -784278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -784277.750000 Penalty: 4455.661621
	Iteration 59Q: 3 clusters Score -784277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -784278.250000 Penalty: 4455.661621
	Iteration 60F: 3 clusters Score -784278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -520305.531250 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -520305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -515277.750000 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -515277.8 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -516842.875000 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -516842.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -517427.250000 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -517427.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -517947.375000 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -517947.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -518365.968750 Penalty: 4293.417969
	Iteration 4F: 3 clusters Score -518366 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -518734.281250 Penalty: 4293.417969
	Iteration 5F: 3 clusters Score -518734.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -519024.343750 Penalty: 4293.417969
	Iteration 6F: 3 clusters Score -519024.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -519224.312500 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -519224.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -519345.531250 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -519345.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -519410.218750 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -519410.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -519446.968750 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -519447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -519471.062500 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -519471.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -519490.125000 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -519490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -519506.625000 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -519506.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -519525.343750 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -519525.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -519541.937500 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -519541.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -519557.406250 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -519557.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -519564.875000 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -519564.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -519575.750000 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -519575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -519587.781250 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -519587.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -519605.875000 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -519605.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -519620.906250 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -519620.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -519629.937500 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -519629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -519635.281250 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -519635.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -519640.937500 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -519640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -519645.312500 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -519645.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -519650.531250 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -519650.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -519654.437500 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -519654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519657.218750 Penalty: 4293.417969
	Iteration 28Q: 3 clusters Score -519657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -519659.500000 Penalty: 4293.417969
	Iteration 29Q: 3 clusters Score -519659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -519662.062500 Penalty: 4293.417969
	Iteration 30Q: 3 clusters Score -519662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -519663.062500 Penalty: 4293.417969
	Iteration 31Q: 3 clusters Score -519663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -519665.062500 Penalty: 4293.417969
	Iteration 32Q: 3 clusters Score -519665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -519667.125000 Penalty: 4293.417969
	Iteration 33Q: 3 clusters Score -519667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -519668.781250 Penalty: 4293.417969
	Iteration 34Q: 3 clusters Score -519668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -519672.593750 Penalty: 4293.417969
	Iteration 35Q: 3 clusters Score -519672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -519677.656250 Penalty: 4293.417969
	Iteration 36Q: 3 clusters Score -519677.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -519679.687500 Penalty: 4293.417969
	Iteration 37Q: 3 clusters Score -519679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -519681.625000 Penalty: 4293.417969
	Iteration 38Q: 3 clusters Score -519681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -519684.906250 Penalty: 4293.417969
	Iteration 39Q: 3 clusters Score -519684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -519685.500000 Penalty: 4293.417969
	Iteration 40F: 3 clusters Score -519685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -519688.531250 Penalty: 4293.417969
	Iteration 41Q: 3 clusters Score -519688.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -519690.562500 Penalty: 4293.417969
	Iteration 42Q: 3 clusters Score -519690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -519692.375000 Penalty: 4293.417969
	Iteration 43Q: 3 clusters Score -519692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -519696.031250 Penalty: 4293.417969
	Iteration 44Q: 3 clusters Score -519696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -519698.500000 Penalty: 4293.417969
	Iteration 45Q: 3 clusters Score -519698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -519701.281250 Penalty: 4293.417969
	Iteration 46Q: 3 clusters Score -519701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -519703.593750 Penalty: 4293.417969
	Iteration 47Q: 3 clusters Score -519703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -519705.187500 Penalty: 4293.417969
	Iteration 48Q: 3 clusters Score -519705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -519706.906250 Penalty: 4293.417969
	Iteration 49Q: 3 clusters Score -519706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -519706.437500 Penalty: 4293.417969
	Iteration 50Q: 3 clusters Score -519706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -519709.375000 Penalty: 4293.417969
	Iteration 51Q: 3 clusters Score -519709.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -519710.875000 Penalty: 4293.417969
	Iteration 52Q: 3 clusters Score -519710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -519713.812500 Penalty: 4293.417969
	Iteration 53Q: 3 clusters Score -519713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -519714.906250 Penalty: 4293.417969
	Iteration 54Q: 3 clusters Score -519714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -519716.062500 Penalty: 4293.417969
	Iteration 55Q: 3 clusters Score -519716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -519714.843750 Penalty: 4293.417969
	Iteration 56Q: 3 clusters Score -519714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -519714.843750 Penalty: 4293.417969
	Iteration 57F: 3 clusters Score -519714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Entering Unmasked Estep 
Score: -1116131.375000 Penalty: 2323.016602
	Iteration 0F: 2 clusters Score -1116131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1107424.000000 Penalty: 4646.033203
	Iteration 0F: 3 clusters Score -1107424 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1110026.125000 Penalty: 4646.033203
	Iteration 1F: 3 clusters Score -1110026 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1110375.125000 Penalty: 4646.033203
	Iteration 2F: 3 clusters Score -1110375 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1110643.750000 Penalty: 4646.033203
	Iteration 3F: 3 clusters Score -1110644 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1110925.875000 Penalty: 4646.033203
	Iteration 4Q: 3 clusters Score -1110926 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1111202.750000 Penalty: 4646.033203
	Iteration 5Q: 3 clusters Score -1111203 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1111485.250000 Penalty: 4646.033203
	Iteration 6Q: 3 clusters Score -1111485 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1111762.250000 Penalty: 4646.033203
	Iteration 7Q: 3 clusters Score -1111762 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1112064.250000 Penalty: 4646.033203
	Iteration 8Q: 3 clusters Score -1112064 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1112383.375000 Penalty: 4646.033203
	Iteration 9Q: 3 clusters Score -1112383 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1112671.125000 Penalty: 4646.033203
	Iteration 10Q: 3 clusters Score -1112671 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1112948.500000 Penalty: 4646.033203
	Iteration 11Q: 3 clusters Score -1112948 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1113179.875000 Penalty: 4646.033203
	Iteration 12Q: 3 clusters Score -1113180 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1113400.625000 Penalty: 4646.033203
	Iteration 13Q: 3 clusters Score -1113401 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1113587.375000 Penalty: 4646.033203
	Iteration 14Q: 3 clusters Score -1113587 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1113730.125000 Penalty: 4646.033203
	Iteration 15Q: 3 clusters Score -1113730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1113849.125000 Penalty: 4646.033203
	Iteration 16Q: 3 clusters Score -1113849 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1113963.750000 Penalty: 4646.033203
	Iteration 17Q: 3 clusters Score -1113964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1114067.000000 Penalty: 4646.033203
	Iteration 18Q: 3 clusters Score -1114067 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1114141.500000 Penalty: 4646.033203
	Iteration 19Q: 3 clusters Score -1114142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1114206.375000 Penalty: 4646.033203
	Iteration 20F: 3 clusters Score -1114206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1114270.500000 Penalty: 4646.033203
	Iteration 21Q: 3 clusters Score -1114270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1114317.625000 Penalty: 4646.033203
	Iteration 22Q: 3 clusters Score -1114318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1114354.250000 Penalty: 4646.033203
	Iteration 23Q: 3 clusters Score -1114354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1114384.000000 Penalty: 4646.033203
	Iteration 24Q: 3 clusters Score -1114384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1114409.375000 Penalty: 4646.033203
	Iteration 25Q: 3 clusters Score -1114409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1114429.625000 Penalty: 4646.033203
	Iteration 26Q: 3 clusters Score -1114430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1114456.375000 Penalty: 4646.033203
	Iteration 27Q: 3 clusters Score -1114456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1114476.625000 Penalty: 4646.033203
	Iteration 28Q: 3 clusters Score -1114477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1114490.750000 Penalty: 4646.033203
	Iteration 29Q: 3 clusters Score -1114491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1114499.750000 Penalty: 4646.033203
	Iteration 30Q: 3 clusters Score -1114500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1114510.625000 Penalty: 4646.033203
	Iteration 31Q: 3 clusters Score -1114511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1114515.750000 Penalty: 4646.033203
	Iteration 32Q: 3 clusters Score -1114516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1114522.625000 Penalty: 4646.033203
	Iteration 33Q: 3 clusters Score -1114523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1114529.875000 Penalty: 4646.033203
	Iteration 34Q: 3 clusters Score -1114530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1114533.250000 Penalty: 4646.033203
	Iteration 35Q: 3 clusters Score -1114533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1114537.750000 Penalty: 4646.033203
	Iteration 36Q: 3 clusters Score -1114538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1114547.125000 Penalty: 4646.033203
	Iteration 37Q: 3 clusters Score -1114547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1114551.125000 Penalty: 4646.033203
	Iteration 38Q: 3 clusters Score -1114551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1114556.375000 Penalty: 4646.033203
	Iteration 39Q: 3 clusters Score -1114556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1114566.625000 Penalty: 4646.033203
	Iteration 40F: 3 clusters Score -1114567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1114572.250000 Penalty: 4646.033203
	Iteration 41Q: 3 clusters Score -1114572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1114580.500000 Penalty: 4646.033203
	Iteration 42Q: 3 clusters Score -1114580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1114593.875000 Penalty: 4646.033203
	Iteration 43Q: 3 clusters Score -1114594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1114604.875000 Penalty: 4646.033203
	Iteration 44Q: 3 clusters Score -1114605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1114613.375000 Penalty: 4646.033203
	Iteration 45Q: 3 clusters Score -1114613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1114622.250000 Penalty: 4646.033203
	Iteration 46Q: 3 clusters Score -1114622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1114631.000000 Penalty: 4646.033203
	Iteration 47Q: 3 clusters Score -1114631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1114641.125000 Penalty: 4646.033203
	Iteration 48Q: 3 clusters Score -1114641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1114650.625000 Penalty: 4646.033203
	Iteration 49Q: 3 clusters Score -1114651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1114661.875000 Penalty: 4646.033203
	Iteration 50Q: 3 clusters Score -1114662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1114673.750000 Penalty: 4646.033203
	Iteration 51Q: 3 clusters Score -1114674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1114680.500000 Penalty: 4646.033203
	Iteration 52Q: 3 clusters Score -1114680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1114685.250000 Penalty: 4646.033203
	Iteration 53Q: 3 clusters Score -1114685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1114689.125000 Penalty: 4646.033203
	Iteration 54Q: 3 clusters Score -1114689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1114691.250000 Penalty: 4646.033203
	Iteration 55Q: 3 clusters Score -1114691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1114694.875000 Penalty: 4646.033203
	Iteration 56Q: 3 clusters Score -1114695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1114696.625000 Penalty: 4646.033203
	Iteration 57Q: 3 clusters Score -1114697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1114698.750000 Penalty: 4646.033203
	Iteration 58Q: 3 clusters Score -1114699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1114697.750000 Penalty: 4646.033203
	Iteration 59Q: 3 clusters Score -1114698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1114698.000000 Penalty: 4646.033203
	Iteration 60F: 3 clusters Score -1114698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1114697.875000 Penalty: 4646.033203
	Iteration 61Q: 3 clusters Score -1114698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1114701.250000 Penalty: 4646.033203
	Iteration 62Q: 3 clusters Score -1114701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1114698.000000 Penalty: 4646.033203
	Iteration 63Q: 3 clusters Score -1114698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1114698.000000 Penalty: 4646.033203
	Iteration 64F: 3 clusters Score -1114698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -188214.453125 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -188214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185600.250000 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -185600.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -186045.234375 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -186045.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -186171.718750 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -186171.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186222.812500 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -186222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -186257.562500 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -186257.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186283.140625 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -186283.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186306.359375 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -186306.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -186323.562500 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -186323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186336.375000 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -186336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186347.750000 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -186347.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -186355.390625 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -186355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -186363.000000 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -186363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186369.750000 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -186369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186371.859375 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -186371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186372.734375 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -186372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186374.250000 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -186374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186377.171875 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -186377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -186382.015625 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -186382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186384.218750 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -186384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186384.734375 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -186384.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186384.734375 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -186384.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -337843.125000 Penalty: 2011.162354
	Iteration 0F: 2 clusters Score -337843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334363.343750 Penalty: 4022.324707
	Iteration 0F: 3 clusters Score -334363.3 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -335114.250000 Penalty: 4022.324707
	Iteration 1F: 3 clusters Score -335114.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -335298.312500 Penalty: 4022.324707
	Iteration 2F: 3 clusters Score -335298.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -335410.125000 Penalty: 4022.324707
	Iteration 3Q: 3 clusters Score -335410.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -335483.625000 Penalty: 4022.324707
	Iteration 4Q: 3 clusters Score -335483.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -335524.125000 Penalty: 4022.324707
	Iteration 5Q: 3 clusters Score -335524.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335549.750000 Penalty: 4022.324707
	Iteration 6Q: 3 clusters Score -335549.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -335567.000000 Penalty: 4022.324707
	Iteration 7Q: 3 clusters Score -335567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335577.187500 Penalty: 4022.324707
	Iteration 8Q: 3 clusters Score -335577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -335585.687500 Penalty: 4022.324707
	Iteration 9Q: 3 clusters Score -335585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -335592.937500 Penalty: 4022.324707
	Iteration 10Q: 3 clusters Score -335592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -335598.437500 Penalty: 4022.324707
	Iteration 11Q: 3 clusters Score -335598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -335603.750000 Penalty: 4022.324707
	Iteration 12Q: 3 clusters Score -335603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -335613.625000 Penalty: 4022.324707
	Iteration 13Q: 3 clusters Score -335613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -335617.812500 Penalty: 4022.324707
	Iteration 14Q: 3 clusters Score -335617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -335622.937500 Penalty: 4022.324707
	Iteration 15Q: 3 clusters Score -335622.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -335628.031250 Penalty: 4022.324707
	Iteration 16Q: 3 clusters Score -335628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -335632.687500 Penalty: 4022.324707
	Iteration 17Q: 3 clusters Score -335632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -335634.437500 Penalty: 4022.324707
	Iteration 18Q: 3 clusters Score -335634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -335636.250000 Penalty: 4022.324707
	Iteration 19Q: 3 clusters Score -335636.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -335639.187500 Penalty: 4022.324707
	Iteration 20F: 3 clusters Score -335639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -335641.906250 Penalty: 4022.324707
	Iteration 21Q: 3 clusters Score -335641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -335642.781250 Penalty: 4022.324707
	Iteration 22Q: 3 clusters Score -335642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -335644.750000 Penalty: 4022.324707
	Iteration 23Q: 3 clusters Score -335644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -335646.437500 Penalty: 4022.324707
	Iteration 24Q: 3 clusters Score -335646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -335646.656250 Penalty: 4022.324707
	Iteration 25Q: 3 clusters Score -335646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -335649.406250 Penalty: 4022.324707
	Iteration 26Q: 3 clusters Score -335649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -335651.906250 Penalty: 4022.324707
	Iteration 27Q: 3 clusters Score -335651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -335652.093750 Penalty: 4022.324707
	Iteration 28Q: 3 clusters Score -335652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -335652.093750 Penalty: 4022.324707
	Iteration 29F: 3 clusters Score -335652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Entering Unmasked Estep 
Score: -970498.187500 Penalty: 2272.043457
	Iteration 0F: 2 clusters Score -970498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -963087.812500 Penalty: 4544.086914
	Iteration 0F: 3 clusters Score -963087.8 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -965231.937500 Penalty: 4544.086914
	Iteration 1F: 3 clusters Score -965231.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -965540.625000 Penalty: 4544.086914
	Iteration 2F: 3 clusters Score -965540.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -965775.312500 Penalty: 4544.086914
	Iteration 3F: 3 clusters Score -965775.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -965984.500000 Penalty: 4544.086914
	Iteration 4Q: 3 clusters Score -965984.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -966213.812500 Penalty: 4544.086914
	Iteration 5Q: 3 clusters Score -966213.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -966429.875000 Penalty: 4544.086914
	Iteration 6Q: 3 clusters Score -966429.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -966650.187500 Penalty: 4544.086914
	Iteration 7Q: 3 clusters Score -966650.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -966883.750000 Penalty: 4544.086914
	Iteration 8Q: 3 clusters Score -966883.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -967074.562500 Penalty: 4544.086914
	Iteration 9Q: 3 clusters Score -967074.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -967236.937500 Penalty: 4544.086914
	Iteration 10Q: 3 clusters Score -967236.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -967379.250000 Penalty: 4544.086914
	Iteration 11Q: 3 clusters Score -967379.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -967502.375000 Penalty: 4544.086914
	Iteration 12Q: 3 clusters Score -967502.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -967588.000000 Penalty: 4544.086914
	Iteration 13Q: 3 clusters Score -967588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -967653.187500 Penalty: 4544.086914
	Iteration 14Q: 3 clusters Score -967653.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -967702.250000 Penalty: 4544.086914
	Iteration 15Q: 3 clusters Score -967702.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -967744.187500 Penalty: 4544.086914
	Iteration 16Q: 3 clusters Score -967744.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -967775.750000 Penalty: 4544.086914
	Iteration 17Q: 3 clusters Score -967775.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -967799.000000 Penalty: 4544.086914
	Iteration 18Q: 3 clusters Score -967799 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -967825.125000 Penalty: 4544.086914
	Iteration 19Q: 3 clusters Score -967825.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -967852.500000 Penalty: 4544.086914
	Iteration 20F: 3 clusters Score -967852.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -967885.000000 Penalty: 4544.086914
	Iteration 21Q: 3 clusters Score -967885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -967915.750000 Penalty: 4544.086914
	Iteration 22Q: 3 clusters Score -967915.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -967943.625000 Penalty: 4544.086914
	Iteration 23Q: 3 clusters Score -967943.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -967976.125000 Penalty: 4544.086914
	Iteration 24Q: 3 clusters Score -967976.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -968000.500000 Penalty: 4544.086914
	Iteration 25Q: 3 clusters Score -968000.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -968028.187500 Penalty: 4544.086914
	Iteration 26Q: 3 clusters Score -968028.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -968053.625000 Penalty: 4544.086914
	Iteration 27Q: 3 clusters Score -968053.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -968076.875000 Penalty: 4544.086914
	Iteration 28Q: 3 clusters Score -968076.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -968093.875000 Penalty: 4544.086914
	Iteration 29Q: 3 clusters Score -968093.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -968111.187500 Penalty: 4544.086914
	Iteration 30Q: 3 clusters Score -968111.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -968127.875000 Penalty: 4544.086914
	Iteration 31Q: 3 clusters Score -968127.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -968145.687500 Penalty: 4544.086914
	Iteration 32Q: 3 clusters Score -968145.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -968161.375000 Penalty: 4544.086914
	Iteration 33Q: 3 clusters Score -968161.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -968174.687500 Penalty: 4544.086914
	Iteration 34Q: 3 clusters Score -968174.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -968191.125000 Penalty: 4544.086914
	Iteration 35Q: 3 clusters Score -968191.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -968205.875000 Penalty: 4544.086914
	Iteration 36Q: 3 clusters Score -968205.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -968224.562500 Penalty: 4544.086914
	Iteration 37Q: 3 clusters Score -968224.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -968241.562500 Penalty: 4544.086914
	Iteration 38Q: 3 clusters Score -968241.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -968257.562500 Penalty: 4544.086914
	Iteration 39Q: 3 clusters Score -968257.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -968274.125000 Penalty: 4544.086914
	Iteration 40F: 3 clusters Score -968274.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -968289.437500 Penalty: 4544.086914
	Iteration 41Q: 3 clusters Score -968289.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -968304.125000 Penalty: 4544.086914
	Iteration 42Q: 3 clusters Score -968304.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -968321.812500 Penalty: 4544.086914
	Iteration 43Q: 3 clusters Score -968321.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -968342.437500 Penalty: 4544.086914
	Iteration 44Q: 3 clusters Score -968342.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -968363.812500 Penalty: 4544.086914
	Iteration 45Q: 3 clusters Score -968363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -968378.875000 Penalty: 4544.086914
	Iteration 46Q: 3 clusters Score -968378.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -968386.562500 Penalty: 4544.086914
	Iteration 47Q: 3 clusters Score -968386.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -968401.000000 Penalty: 4544.086914
	Iteration 48Q: 3 clusters Score -968401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -968415.250000 Penalty: 4544.086914
	Iteration 49Q: 3 clusters Score -968415.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -968426.625000 Penalty: 4544.086914
	Iteration 50Q: 3 clusters Score -968426.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -968437.937500 Penalty: 4544.086914
	Iteration 51Q: 3 clusters Score -968437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -968444.062500 Penalty: 4544.086914
	Iteration 52Q: 3 clusters Score -968444.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -968454.812500 Penalty: 4544.086914
	Iteration 53Q: 3 clusters Score -968454.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -968458.437500 Penalty: 4544.086914
	Iteration 54Q: 3 clusters Score -968458.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -968464.937500 Penalty: 4544.086914
	Iteration 55Q: 3 clusters Score -968464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -968467.062500 Penalty: 4544.086914
	Iteration 56Q: 3 clusters Score -968467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -968472.500000 Penalty: 4544.086914
	Iteration 57Q: 3 clusters Score -968472.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -968475.500000 Penalty: 4544.086914
	Iteration 58Q: 3 clusters Score -968475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -968477.500000 Penalty: 4544.086914
	Iteration 59Q: 3 clusters Score -968477.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -968478.750000 Penalty: 4544.086914
	Iteration 60F: 3 clusters Score -968478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -968482.687500 Penalty: 4544.086914
	Iteration 61Q: 3 clusters Score -968482.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -968488.125000 Penalty: 4544.086914
	Iteration 62Q: 3 clusters Score -968488.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -968496.937500 Penalty: 4544.086914
	Iteration 63Q: 3 clusters Score -968496.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -968501.125000 Penalty: 4544.086914
	Iteration 64Q: 3 clusters Score -968501.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -968506.625000 Penalty: 4544.086914
	Iteration 65Q: 3 clusters Score -968506.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -968511.437500 Penalty: 4544.086914
	Iteration 66Q: 3 clusters Score -968511.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -968516.687500 Penalty: 4544.086914
	Iteration 67Q: 3 clusters Score -968516.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -968521.187500 Penalty: 4544.086914
	Iteration 68Q: 3 clusters Score -968521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -968530.437500 Penalty: 4544.086914
	Iteration 69Q: 3 clusters Score -968530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -968531.812500 Penalty: 4544.086914
	Iteration 70Q: 3 clusters Score -968531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -968536.312500 Penalty: 4544.086914
	Iteration 71Q: 3 clusters Score -968536.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -968538.812500 Penalty: 4544.086914
	Iteration 72Q: 3 clusters Score -968538.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -968542.562500 Penalty: 4544.086914
	Iteration 73Q: 3 clusters Score -968542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -968543.312500 Penalty: 4544.086914
	Iteration 74Q: 3 clusters Score -968543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -968544.062500 Penalty: 4544.086914
	Iteration 75Q: 3 clusters Score -968544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -968548.750000 Penalty: 4544.086914
	Iteration 76Q: 3 clusters Score -968548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -968549.500000 Penalty: 4544.086914
	Iteration 77Q: 3 clusters Score -968549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -968550.937500 Penalty: 4544.086914
	Iteration 78Q: 3 clusters Score -968550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -968552.750000 Penalty: 4544.086914
	Iteration 79Q: 3 clusters Score -968552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -968556.125000 Penalty: 4544.086914
	Iteration 80F: 3 clusters Score -968556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -968556.000000 Penalty: 4544.086914
	Iteration 81Q: 3 clusters Score -968556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -968559.312500 Penalty: 4544.086914
	Iteration 82Q: 3 clusters Score -968559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -968559.875000 Penalty: 4544.086914
	Iteration 83Q: 3 clusters Score -968559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -968561.312500 Penalty: 4544.086914
	Iteration 84Q: 3 clusters Score -968561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -968561.562500 Penalty: 4544.086914
	Iteration 85Q: 3 clusters Score -968561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -968561.812500 Penalty: 4544.086914
	Iteration 86Q: 3 clusters Score -968561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -968562.562500 Penalty: 4544.086914
	Iteration 87Q: 3 clusters Score -968562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -968562.937500 Penalty: 4544.086914
	Iteration 88Q: 3 clusters Score -968562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -968562.437500 Penalty: 4544.086914
	Iteration 89Q: 3 clusters Score -968562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -968564.625000 Penalty: 4544.086914
	Iteration 90Q: 3 clusters Score -968564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -968564.187500 Penalty: 4544.086914
	Iteration 91Q: 3 clusters Score -968564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -968564.187500 Penalty: 4544.086914
	Iteration 92F: 3 clusters Score -968564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Entering Unmasked Estep 
Score: -1420749.750000 Penalty: 2386.581055
	Iteration 0F: 2 clusters Score -1420750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1409806.250000 Penalty: 4773.162109
	Iteration 0F: 3 clusters Score -1409806 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1413358.375000 Penalty: 4773.162109
	Iteration 1F: 3 clusters Score -1413358 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1413789.125000 Penalty: 4773.162109
	Iteration 2F: 3 clusters Score -1413789 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1414159.625000 Penalty: 4773.162109
	Iteration 3F: 3 clusters Score -1414160 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1414460.750000 Penalty: 4773.162109
	Iteration 4Q: 3 clusters Score -1414461 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1414743.250000 Penalty: 4773.162109
	Iteration 5Q: 3 clusters Score -1414743 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1415018.375000 Penalty: 4773.162109
	Iteration 6Q: 3 clusters Score -1415018 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1415285.375000 Penalty: 4773.162109
	Iteration 7Q: 3 clusters Score -1415285 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1415559.250000 Penalty: 4773.162109
	Iteration 8Q: 3 clusters Score -1415559 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1415860.125000 Penalty: 4773.162109
	Iteration 9Q: 3 clusters Score -1415860 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1416146.125000 Penalty: 4773.162109
	Iteration 10Q: 3 clusters Score -1416146 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1416396.625000 Penalty: 4773.162109
	Iteration 11Q: 3 clusters Score -1416397 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1416620.125000 Penalty: 4773.162109
	Iteration 12Q: 3 clusters Score -1416620 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1416794.250000 Penalty: 4773.162109
	Iteration 13Q: 3 clusters Score -1416794 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1416928.125000 Penalty: 4773.162109
	Iteration 14Q: 3 clusters Score -1416928 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1417063.875000 Penalty: 4773.162109
	Iteration 15Q: 3 clusters Score -1417064 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1417181.625000 Penalty: 4773.162109
	Iteration 16Q: 3 clusters Score -1417182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1417299.500000 Penalty: 4773.162109
	Iteration 17Q: 3 clusters Score -1417300 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1417425.750000 Penalty: 4773.162109
	Iteration 18Q: 3 clusters Score -1417426 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1417545.250000 Penalty: 4773.162109
	Iteration 19Q: 3 clusters Score -1417545 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1417679.500000 Penalty: 4773.162109
	Iteration 20F: 3 clusters Score -1417680 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1417784.375000 Penalty: 4773.162109
	Iteration 21Q: 3 clusters Score -1417784 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1417912.500000 Penalty: 4773.162109
	Iteration 22Q: 3 clusters Score -1417912 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1418055.375000 Penalty: 4773.162109
	Iteration 23Q: 3 clusters Score -1418055 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1418192.250000 Penalty: 4773.162109
	Iteration 24Q: 3 clusters Score -1418192 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1418330.000000 Penalty: 4773.162109
	Iteration 25Q: 3 clusters Score -1418330 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1418475.750000 Penalty: 4773.162109
	Iteration 26Q: 3 clusters Score -1418476 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1418607.875000 Penalty: 4773.162109
	Iteration 27Q: 3 clusters Score -1418608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1418717.875000 Penalty: 4773.162109
	Iteration 28Q: 3 clusters Score -1418718 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1418807.500000 Penalty: 4773.162109
	Iteration 29Q: 3 clusters Score -1418808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1418893.125000 Penalty: 4773.162109
	Iteration 30Q: 3 clusters Score -1418893 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1418946.125000 Penalty: 4773.162109
	Iteration 31Q: 3 clusters Score -1418946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1418984.375000 Penalty: 4773.162109
	Iteration 32Q: 3 clusters Score -1418984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1419006.000000 Penalty: 4773.162109
	Iteration 33Q: 3 clusters Score -1419006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1419028.250000 Penalty: 4773.162109
	Iteration 34Q: 3 clusters Score -1419028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1419043.875000 Penalty: 4773.162109
	Iteration 35Q: 3 clusters Score -1419044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1419056.125000 Penalty: 4773.162109
	Iteration 36Q: 3 clusters Score -1419056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1419076.000000 Penalty: 4773.162109
	Iteration 37Q: 3 clusters Score -1419076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1419091.250000 Penalty: 4773.162109
	Iteration 38Q: 3 clusters Score -1419091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1419102.125000 Penalty: 4773.162109
	Iteration 39Q: 3 clusters Score -1419102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1419117.375000 Penalty: 4773.162109
	Iteration 40F: 3 clusters Score -1419117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1419138.500000 Penalty: 4773.162109
	Iteration 41Q: 3 clusters Score -1419138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1419158.000000 Penalty: 4773.162109
	Iteration 42Q: 3 clusters Score -1419158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1419178.625000 Penalty: 4773.162109
	Iteration 43Q: 3 clusters Score -1419179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1419188.125000 Penalty: 4773.162109
	Iteration 44Q: 3 clusters Score -1419188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1419195.250000 Penalty: 4773.162109
	Iteration 45Q: 3 clusters Score -1419195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1419199.750000 Penalty: 4773.162109
	Iteration 46Q: 3 clusters Score -1419200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1419202.000000 Penalty: 4773.162109
	Iteration 47Q: 3 clusters Score -1419202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1419207.875000 Penalty: 4773.162109
	Iteration 48Q: 3 clusters Score -1419208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1419209.875000 Penalty: 4773.162109
	Iteration 49Q: 3 clusters Score -1419210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1419213.500000 Penalty: 4773.162109
	Iteration 50Q: 3 clusters Score -1419214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1419213.500000 Penalty: 4773.162109
	Iteration 51Q: 3 clusters Score -1419214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1419213.250000 Penalty: 4773.162109
	Iteration 52Q: 3 clusters Score -1419213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1419214.375000 Penalty: 4773.162109
	Iteration 53Q: 3 clusters Score -1419214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1419217.875000 Penalty: 4773.162109
	Iteration 54Q: 3 clusters Score -1419218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1419216.625000 Penalty: 4773.162109
	Iteration 55Q: 3 clusters Score -1419217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1419215.500000 Penalty: 4773.162109
	Iteration 56Q: 3 clusters Score -1419216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1419216.625000 Penalty: 4773.162109
	Iteration 57Q: 3 clusters Score -1419217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1419215.500000 Penalty: 4773.162109
	Iteration 58Q: 3 clusters Score -1419216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1419216.375000 Penalty: 4773.162109
	Iteration 59Q: 3 clusters Score -1419216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1419218.125000 Penalty: 4773.162109
	Iteration 60F: 3 clusters Score -1419218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1419218.750000 Penalty: 4773.162109
	Iteration 61Q: 3 clusters Score -1419219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1419218.125000 Penalty: 4773.162109
	Iteration 62Q: 3 clusters Score -1419218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1419218.750000 Penalty: 4773.162109
	Iteration 63Q: 3 clusters Score -1419219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1419220.000000 Penalty: 4773.162109
	Iteration 64Q: 3 clusters Score -1419220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1419220.750000 Penalty: 4773.162109
	Iteration 65Q: 3 clusters Score -1419221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1419220.625000 Penalty: 4773.162109
	Iteration 66Q: 3 clusters Score -1419221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1419221.250000 Penalty: 4773.162109
	Iteration 67Q: 3 clusters Score -1419221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1419221.250000 Penalty: 4773.162109
	Iteration 68F: 3 clusters Score -1419221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Entering Unmasked Estep 
Score: -3586635.250000 Penalty: 2605.908203
	Iteration 0F: 2 clusters Score -3586635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3561645.250000 Penalty: 5211.816406
	Iteration 0F: 3 clusters Score -3561645 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3571093.750000 Penalty: 5211.816406
	Iteration 1F: 3 clusters Score -3571094 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3571817.750000 Penalty: 5211.816406
	Iteration 2Q: 3 clusters Score -3571818 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3572616.250000 Penalty: 5211.816406
	Iteration 3F: 3 clusters Score -3572616 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3573639.250000 Penalty: 5211.816406
	Iteration 4F: 3 clusters Score -3573639 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3574921.500000 Penalty: 5211.816406
	Iteration 5F: 3 clusters Score -3574922 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3576284.250000 Penalty: 5211.816406
	Iteration 6F: 3 clusters Score -3576284 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3577682.500000 Penalty: 5211.816406
	Iteration 7F: 3 clusters Score -3577682 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3578998.250000 Penalty: 5211.816406
	Iteration 8F: 3 clusters Score -3578998 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3580152.000000 Penalty: 5211.816406
	Iteration 9F: 3 clusters Score -3580152 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3580982.750000 Penalty: 5211.816406
	Iteration 10Q: 3 clusters Score -3580983 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3581566.500000 Penalty: 5211.816406
	Iteration 11Q: 3 clusters Score -3581566 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3581976.000000 Penalty: 5211.816406
	Iteration 12Q: 3 clusters Score -3581976 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3582300.000000 Penalty: 5211.816406
	Iteration 13Q: 3 clusters Score -3582300 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3582522.750000 Penalty: 5211.816406
	Iteration 14Q: 3 clusters Score -3582523 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3582728.500000 Penalty: 5211.816406
	Iteration 15Q: 3 clusters Score -3582728 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3582921.000000 Penalty: 5211.816406
	Iteration 16Q: 3 clusters Score -3582921 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3583049.750000 Penalty: 5211.816406
	Iteration 17Q: 3 clusters Score -3583050 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -3583160.250000 Penalty: 5211.816406
	Iteration 18Q: 3 clusters Score -3583160 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3583248.000000 Penalty: 5211.816406
	Iteration 19Q: 3 clusters Score -3583248 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3583353.250000 Penalty: 5211.816406
	Iteration 20F: 3 clusters Score -3583353 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3583470.000000 Penalty: 5211.816406
	Iteration 21Q: 3 clusters Score -3583470 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3583564.250000 Penalty: 5211.816406
	Iteration 22Q: 3 clusters Score -3583564 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3583663.000000 Penalty: 5211.816406
	Iteration 23Q: 3 clusters Score -3583663 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3583785.000000 Penalty: 5211.816406
	Iteration 24Q: 3 clusters Score -3583785 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3583874.750000 Penalty: 5211.816406
	Iteration 25Q: 3 clusters Score -3583875 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3583983.000000 Penalty: 5211.816406
	Iteration 26Q: 3 clusters Score -3583983 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3584073.000000 Penalty: 5211.816406
	Iteration 27Q: 3 clusters Score -3584073 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3584170.750000 Penalty: 5211.816406
	Iteration 28Q: 3 clusters Score -3584171 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3584274.500000 Penalty: 5211.816406
	Iteration 29Q: 3 clusters Score -3584274 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3584353.500000 Penalty: 5211.816406
	Iteration 30Q: 3 clusters Score -3584354 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3584464.750000 Penalty: 5211.816406
	Iteration 31Q: 3 clusters Score -3584465 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3584580.750000 Penalty: 5211.816406
	Iteration 32Q: 3 clusters Score -3584581 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3584681.500000 Penalty: 5211.816406
	Iteration 33Q: 3 clusters Score -3584682 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3584772.250000 Penalty: 5211.816406
	Iteration 34Q: 3 clusters Score -3584772 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3584862.500000 Penalty: 5211.816406
	Iteration 35Q: 3 clusters Score -3584862 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3584970.750000 Penalty: 5211.816406
	Iteration 36Q: 3 clusters Score -3584971 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3585059.500000 Penalty: 5211.816406
	Iteration 37Q: 3 clusters Score -3585060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3585152.750000 Penalty: 5211.816406
	Iteration 38Q: 3 clusters Score -3585153 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3585237.750000 Penalty: 5211.816406
	Iteration 39Q: 3 clusters Score -3585238 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -3585318.750000 Penalty: 5211.816406
	Iteration 40F: 3 clusters Score -3585319 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3585389.250000 Penalty: 5211.816406
	Iteration 41Q: 3 clusters Score -3585389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3585460.250000 Penalty: 5211.816406
	Iteration 42Q: 3 clusters Score -3585460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -3585529.250000 Penalty: 5211.816406
	Iteration 43Q: 3 clusters Score -3585529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3585581.750000 Penalty: 5211.816406
	Iteration 44Q: 3 clusters Score -3585582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3585617.250000 Penalty: 5211.816406
	Iteration 45Q: 3 clusters Score -3585617 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3585651.500000 Penalty: 5211.816406
	Iteration 46Q: 3 clusters Score -3585652 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3585681.250000 Penalty: 5211.816406
	Iteration 47Q: 3 clusters Score -3585681 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3585707.000000 Penalty: 5211.816406
	Iteration 48Q: 3 clusters Score -3585707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3585728.750000 Penalty: 5211.816406
	Iteration 49Q: 3 clusters Score -3585729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3585755.000000 Penalty: 5211.816406
	Iteration 50Q: 3 clusters Score -3585755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -3585782.500000 Penalty: 5211.816406
	Iteration 51Q: 3 clusters Score -3585782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3585782.000000 Penalty: 5211.816406
	Iteration 52Q: 3 clusters Score -3585782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3585799.750000 Penalty: 5211.816406
	Iteration 53Q: 3 clusters Score -3585800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3585806.750000 Penalty: 5211.816406
	Iteration 54Q: 3 clusters Score -3585807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3585818.500000 Penalty: 5211.816406
	Iteration 55Q: 3 clusters Score -3585818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3585836.250000 Penalty: 5211.816406
	Iteration 56Q: 3 clusters Score -3585836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3585853.500000 Penalty: 5211.816406
	Iteration 57Q: 3 clusters Score -3585854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3585856.000000 Penalty: 5211.816406
	Iteration 58Q: 3 clusters Score -3585856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3585858.000000 Penalty: 5211.816406
	Iteration 59Q: 3 clusters Score -3585858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3585869.500000 Penalty: 5211.816406
	Iteration 60F: 3 clusters Score -3585870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3585873.250000 Penalty: 5211.816406
	Iteration 61Q: 3 clusters Score -3585873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3585887.500000 Penalty: 5211.816406
	Iteration 62Q: 3 clusters Score -3585888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -3585888.250000 Penalty: 5211.816406
	Iteration 63Q: 3 clusters Score -3585888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3585890.750000 Penalty: 5211.816406
	Iteration 64Q: 3 clusters Score -3585891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3585906.500000 Penalty: 5211.816406
	Iteration 65Q: 3 clusters Score -3585906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3585911.250000 Penalty: 5211.816406
	Iteration 66Q: 3 clusters Score -3585911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3585907.250000 Penalty: 5211.816406
	Iteration 67Q: 3 clusters Score -3585907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3585907.750000 Penalty: 5211.816406
	Iteration 68Q: 3 clusters Score -3585908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3585911.500000 Penalty: 5211.816406
	Iteration 69Q: 3 clusters Score -3585912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -3585922.250000 Penalty: 5211.816406
	Iteration 70Q: 3 clusters Score -3585922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3585917.750000 Penalty: 5211.816406
	Iteration 71Q: 3 clusters Score -3585918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -3585920.250000 Penalty: 5211.816406
	Iteration 72Q: 3 clusters Score -3585920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3585918.000000 Penalty: 5211.816406
	Iteration 73Q: 3 clusters Score -3585918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -3585923.250000 Penalty: 5211.816406
	Iteration 74Q: 3 clusters Score -3585923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -3585921.500000 Penalty: 5211.816406
	Iteration 75Q: 3 clusters Score -3585922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3585929.500000 Penalty: 5211.816406
	Iteration 76Q: 3 clusters Score -3585930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3585933.500000 Penalty: 5211.816406
	Iteration 77Q: 3 clusters Score -3585934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -3585942.000000 Penalty: 5211.816406
	Iteration 78Q: 3 clusters Score -3585942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3585951.000000 Penalty: 5211.816406
	Iteration 79Q: 3 clusters Score -3585951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -3585954.000000 Penalty: 5211.816406
	Iteration 80F: 3 clusters Score -3585954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3585954.750000 Penalty: 5211.816406
	Iteration 81Q: 3 clusters Score -3585955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3585954.250000 Penalty: 5211.816406
	Iteration 82Q: 3 clusters Score -3585954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -3585959.250000 Penalty: 5211.816406
	Iteration 83Q: 3 clusters Score -3585959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3585956.750000 Penalty: 5211.816406
	Iteration 84Q: 3 clusters Score -3585957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3585967.250000 Penalty: 5211.816406
	Iteration 85Q: 3 clusters Score -3585967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3585973.750000 Penalty: 5211.816406
	Iteration 86Q: 3 clusters Score -3585974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -3585972.000000 Penalty: 5211.816406
	Iteration 87Q: 3 clusters Score -3585972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3585973.750000 Penalty: 5211.816406
	Iteration 88Q: 3 clusters Score -3585974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3585976.500000 Penalty: 5211.816406
	Iteration 89Q: 3 clusters Score -3585976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3585979.000000 Penalty: 5211.816406
	Iteration 90Q: 3 clusters Score -3585979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3585979.000000 Penalty: 5211.816406
	Iteration 91Q: 3 clusters Score -3585979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3585978.000000 Penalty: 5211.816406
	Iteration 92Q: 3 clusters Score -3585978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3585972.750000 Penalty: 5211.816406
	Iteration 93Q: 3 clusters Score -3585973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3585977.500000 Penalty: 5211.816406
	Iteration 94Q: 3 clusters Score -3585978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3585975.250000 Penalty: 5211.816406
	Iteration 95Q: 3 clusters Score -3585975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3585970.000000 Penalty: 5211.816406
	Iteration 96Q: 3 clusters Score -3585970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3585973.000000 Penalty: 5211.816406
	Iteration 97Q: 3 clusters Score -3585973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -3585975.750000 Penalty: 5211.816406
	Iteration 98Q: 3 clusters Score -3585976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3585977.750000 Penalty: 5211.816406
	Iteration 99Q: 3 clusters Score -3585978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -3585978.250000 Penalty: 5211.816406
	Iteration 100F: 3 clusters Score -3585978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3585975.750000 Penalty: 5211.816406
	Iteration 101Q: 3 clusters Score -3585976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3585979.750000 Penalty: 5211.816406
	Iteration 102Q: 3 clusters Score -3585980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -3585977.000000 Penalty: 5211.816406
	Iteration 103Q: 3 clusters Score -3585977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3585981.000000 Penalty: 5211.816406
	Iteration 104Q: 3 clusters Score -3585981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -3585977.500000 Penalty: 5211.816406
	Iteration 105Q: 3 clusters Score -3585978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -3585978.750000 Penalty: 5211.816406
	Iteration 106Q: 3 clusters Score -3585979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -3585978.750000 Penalty: 5211.816406
	Iteration 107Q: 3 clusters Score -3585979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3585977.000000 Penalty: 5211.816406
	Iteration 108Q: 3 clusters Score -3585977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -3585978.000000 Penalty: 5211.816406
	Iteration 109Q: 3 clusters Score -3585978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3585975.750000 Penalty: 5211.816406
	Iteration 110Q: 3 clusters Score -3585976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3585977.250000 Penalty: 5211.816406
	Iteration 111Q: 3 clusters Score -3585977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3585982.000000 Penalty: 5211.816406
	Iteration 112Q: 3 clusters Score -3585982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -3585990.750000 Penalty: 5211.816406
	Iteration 113Q: 3 clusters Score -3585991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -3585989.250000 Penalty: 5211.816406
	Iteration 114Q: 3 clusters Score -3585989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3585988.500000 Penalty: 5211.816406
	Iteration 115Q: 3 clusters Score -3585988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3585990.250000 Penalty: 5211.816406
	Iteration 116Q: 3 clusters Score -3585990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3585990.250000 Penalty: 5211.816406
	Iteration 117F: 3 clusters Score -3585990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Entering Unmasked Estep 
Score: -1089927.000000 Penalty: 2333.743652
	Iteration 0F: 2 clusters Score -1089927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1080851.000000 Penalty: 4667.487305
	Iteration 0F: 3 clusters Score -1080851 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1083730.875000 Penalty: 4667.487305
	Iteration 1F: 3 clusters Score -1083731 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1084125.625000 Penalty: 4667.487305
	Iteration 2F: 3 clusters Score -1084126 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1084453.625000 Penalty: 4667.487305
	Iteration 3F: 3 clusters Score -1084454 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1084728.125000 Penalty: 4667.487305
	Iteration 4Q: 3 clusters Score -1084728 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1085026.500000 Penalty: 4667.487305
	Iteration 5Q: 3 clusters Score -1085026 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1085348.125000 Penalty: 4667.487305
	Iteration 6Q: 3 clusters Score -1085348 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1085640.500000 Penalty: 4667.487305
	Iteration 7Q: 3 clusters Score -1085640 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1085919.875000 Penalty: 4667.487305
	Iteration 8Q: 3 clusters Score -1085920 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1086158.125000 Penalty: 4667.487305
	Iteration 9Q: 3 clusters Score -1086158 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1086356.750000 Penalty: 4667.487305
	Iteration 10Q: 3 clusters Score -1086357 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1086527.500000 Penalty: 4667.487305
	Iteration 11Q: 3 clusters Score -1086528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1086662.250000 Penalty: 4667.487305
	Iteration 12Q: 3 clusters Score -1086662 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1086773.375000 Penalty: 4667.487305
	Iteration 13Q: 3 clusters Score -1086773 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1086849.750000 Penalty: 4667.487305
	Iteration 14Q: 3 clusters Score -1086850 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1086914.375000 Penalty: 4667.487305
	Iteration 15Q: 3 clusters Score -1086914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1086956.125000 Penalty: 4667.487305
	Iteration 16Q: 3 clusters Score -1086956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1086987.250000 Penalty: 4667.487305
	Iteration 17Q: 3 clusters Score -1086987 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1087017.125000 Penalty: 4667.487305
	Iteration 18Q: 3 clusters Score -1087017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1087051.500000 Penalty: 4667.487305
	Iteration 19Q: 3 clusters Score -1087052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1087082.500000 Penalty: 4667.487305
	Iteration 20F: 3 clusters Score -1087082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1087115.875000 Penalty: 4667.487305
	Iteration 21Q: 3 clusters Score -1087116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1087134.750000 Penalty: 4667.487305
	Iteration 22Q: 3 clusters Score -1087135 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1087164.250000 Penalty: 4667.487305
	Iteration 23Q: 3 clusters Score -1087164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1087190.375000 Penalty: 4667.487305
	Iteration 24Q: 3 clusters Score -1087190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1087217.125000 Penalty: 4667.487305
	Iteration 25Q: 3 clusters Score -1087217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1087235.375000 Penalty: 4667.487305
	Iteration 26Q: 3 clusters Score -1087235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1087259.000000 Penalty: 4667.487305
	Iteration 27Q: 3 clusters Score -1087259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1087277.375000 Penalty: 4667.487305
	Iteration 28Q: 3 clusters Score -1087277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1087290.625000 Penalty: 4667.487305
	Iteration 29Q: 3 clusters Score -1087291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1087302.125000 Penalty: 4667.487305
	Iteration 30Q: 3 clusters Score -1087302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1087315.750000 Penalty: 4667.487305
	Iteration 31Q: 3 clusters Score -1087316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1087326.375000 Penalty: 4667.487305
	Iteration 32Q: 3 clusters Score -1087326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1087339.375000 Penalty: 4667.487305
	Iteration 33Q: 3 clusters Score -1087339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1087358.000000 Penalty: 4667.487305
	Iteration 34Q: 3 clusters Score -1087358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1087374.875000 Penalty: 4667.487305
	Iteration 35Q: 3 clusters Score -1087375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1087384.250000 Penalty: 4667.487305
	Iteration 36Q: 3 clusters Score -1087384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1087400.875000 Penalty: 4667.487305
	Iteration 37Q: 3 clusters Score -1087401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1087415.875000 Penalty: 4667.487305
	Iteration 38Q: 3 clusters Score -1087416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1087434.875000 Penalty: 4667.487305
	Iteration 39Q: 3 clusters Score -1087435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1087455.250000 Penalty: 4667.487305
	Iteration 40F: 3 clusters Score -1087455 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1087471.750000 Penalty: 4667.487305
	Iteration 41Q: 3 clusters Score -1087472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1087496.125000 Penalty: 4667.487305
	Iteration 42Q: 3 clusters Score -1087496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1087509.750000 Penalty: 4667.487305
	Iteration 43Q: 3 clusters Score -1087510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1087530.125000 Penalty: 4667.487305
	Iteration 44Q: 3 clusters Score -1087530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1087540.375000 Penalty: 4667.487305
	Iteration 45Q: 3 clusters Score -1087540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1087552.375000 Penalty: 4667.487305
	Iteration 46Q: 3 clusters Score -1087552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1087559.000000 Penalty: 4667.487305
	Iteration 47Q: 3 clusters Score -1087559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1087560.875000 Penalty: 4667.487305
	Iteration 48Q: 3 clusters Score -1087561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1087565.375000 Penalty: 4667.487305
	Iteration 49Q: 3 clusters Score -1087565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1087572.375000 Penalty: 4667.487305
	Iteration 50Q: 3 clusters Score -1087572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1087581.000000 Penalty: 4667.487305
	Iteration 51Q: 3 clusters Score -1087581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1087591.375000 Penalty: 4667.487305
	Iteration 52Q: 3 clusters Score -1087591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1087589.250000 Penalty: 4667.487305
	Iteration 53Q: 3 clusters Score -1087589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1087596.250000 Penalty: 4667.487305
	Iteration 54Q: 3 clusters Score -1087596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1087600.625000 Penalty: 4667.487305
	Iteration 55Q: 3 clusters Score -1087601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1087602.000000 Penalty: 4667.487305
	Iteration 56Q: 3 clusters Score -1087602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1087601.750000 Penalty: 4667.487305
	Iteration 57Q: 3 clusters Score -1087602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1087601.750000 Penalty: 4667.487305
	Iteration 58Q: 3 clusters Score -1087602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1087603.125000 Penalty: 4667.487305
	Iteration 59Q: 3 clusters Score -1087603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1087603.125000 Penalty: 4667.487305
	Iteration 60F: 3 clusters Score -1087603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1087604.750000 Penalty: 4667.487305
	Iteration 61Q: 3 clusters Score -1087605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1087602.875000 Penalty: 4667.487305
	Iteration 62Q: 3 clusters Score -1087603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1087603.250000 Penalty: 4667.487305
	Iteration 63Q: 3 clusters Score -1087603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1087605.125000 Penalty: 4667.487305
	Iteration 64Q: 3 clusters Score -1087605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1087606.000000 Penalty: 4667.487305
	Iteration 65Q: 3 clusters Score -1087606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1087606.750000 Penalty: 4667.487305
	Iteration 66Q: 3 clusters Score -1087607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1087607.250000 Penalty: 4667.487305
	Iteration 67Q: 3 clusters Score -1087607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1087610.625000 Penalty: 4667.487305
	Iteration 68Q: 3 clusters Score -1087611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1087611.125000 Penalty: 4667.487305
	Iteration 69Q: 3 clusters Score -1087611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1087612.375000 Penalty: 4667.487305
	Iteration 70Q: 3 clusters Score -1087612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1087615.875000 Penalty: 4667.487305
	Iteration 71Q: 3 clusters Score -1087616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1087614.375000 Penalty: 4667.487305
	Iteration 72Q: 3 clusters Score -1087614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1087617.125000 Penalty: 4667.487305
	Iteration 73Q: 3 clusters Score -1087617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1087617.000000 Penalty: 4667.487305
	Iteration 74Q: 3 clusters Score -1087617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1087615.625000 Penalty: 4667.487305
	Iteration 75Q: 3 clusters Score -1087616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1087618.375000 Penalty: 4667.487305
	Iteration 76Q: 3 clusters Score -1087618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1087619.500000 Penalty: 4667.487305
	Iteration 77Q: 3 clusters Score -1087620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1087619.750000 Penalty: 4667.487305
	Iteration 78Q: 3 clusters Score -1087620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1087622.750000 Penalty: 4667.487305
	Iteration 79Q: 3 clusters Score -1087623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1087624.375000 Penalty: 4667.487305
	Iteration 80F: 3 clusters Score -1087624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1087625.750000 Penalty: 4667.487305
	Iteration 81Q: 3 clusters Score -1087626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1087624.375000 Penalty: 4667.487305
	Iteration 82Q: 3 clusters Score -1087624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1087625.750000 Penalty: 4667.487305
	Iteration 83Q: 3 clusters Score -1087626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1087624.125000 Penalty: 4667.487305
	Iteration 84Q: 3 clusters Score -1087624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1087624.750000 Penalty: 4667.487305
	Iteration 85Q: 3 clusters Score -1087625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1087625.625000 Penalty: 4667.487305
	Iteration 86Q: 3 clusters Score -1087626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1087627.625000 Penalty: 4667.487305
	Iteration 87Q: 3 clusters Score -1087628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1087626.000000 Penalty: 4667.487305
	Iteration 88Q: 3 clusters Score -1087626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1087628.250000 Penalty: 4667.487305
	Iteration 89Q: 3 clusters Score -1087628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1087627.500000 Penalty: 4667.487305
	Iteration 90Q: 3 clusters Score -1087628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1087628.375000 Penalty: 4667.487305
	Iteration 91Q: 3 clusters Score -1087628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1087628.375000 Penalty: 4667.487305
	Iteration 92F: 3 clusters Score -1087628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -134833.343750 Penalty: 1811.853271
	Iteration 0F: 2 clusters Score -134833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132529.281250 Penalty: 3623.706543
	Iteration 0F: 3 clusters Score -132529.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132951.500000 Penalty: 3623.706543
	Iteration 1F: 3 clusters Score -132951.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133067.000000 Penalty: 3623.706543
	Iteration 2F: 3 clusters Score -133067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133135.000000 Penalty: 3623.706543
	Iteration 3Q: 3 clusters Score -133135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133168.703125 Penalty: 3623.706543
	Iteration 4Q: 3 clusters Score -133168.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133193.921875 Penalty: 3623.706543
	Iteration 5Q: 3 clusters Score -133193.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133216.171875 Penalty: 3623.706543
	Iteration 6Q: 3 clusters Score -133216.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133239.484375 Penalty: 3623.706543
	Iteration 7Q: 3 clusters Score -133239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133254.250000 Penalty: 3623.706543
	Iteration 8Q: 3 clusters Score -133254.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133268.156250 Penalty: 3623.706543
	Iteration 9Q: 3 clusters Score -133268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133278.468750 Penalty: 3623.706543
	Iteration 10Q: 3 clusters Score -133278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133285.953125 Penalty: 3623.706543
	Iteration 11Q: 3 clusters Score -133286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133294.296875 Penalty: 3623.706543
	Iteration 12Q: 3 clusters Score -133294.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133300.140625 Penalty: 3623.706543
	Iteration 13Q: 3 clusters Score -133300.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133305.468750 Penalty: 3623.706543
	Iteration 14Q: 3 clusters Score -133305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133308.687500 Penalty: 3623.706543
	Iteration 15Q: 3 clusters Score -133308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133309.203125 Penalty: 3623.706543
	Iteration 16Q: 3 clusters Score -133309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133310.750000 Penalty: 3623.706543
	Iteration 17Q: 3 clusters Score -133310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133313.203125 Penalty: 3623.706543
	Iteration 18Q: 3 clusters Score -133313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133318.015625 Penalty: 3623.706543
	Iteration 19Q: 3 clusters Score -133318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133320.671875 Penalty: 3623.706543
	Iteration 20F: 3 clusters Score -133320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133322.031250 Penalty: 3623.706543
	Iteration 21Q: 3 clusters Score -133322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133324.093750 Penalty: 3623.706543
	Iteration 22Q: 3 clusters Score -133324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133328.265625 Penalty: 3623.706543
	Iteration 23Q: 3 clusters Score -133328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133332.343750 Penalty: 3623.706543
	Iteration 24Q: 3 clusters Score -133332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133332.984375 Penalty: 3623.706543
	Iteration 25Q: 3 clusters Score -133333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133334.968750 Penalty: 3623.706543
	Iteration 26Q: 3 clusters Score -133335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133336.406250 Penalty: 3623.706543
	Iteration 27Q: 3 clusters Score -133336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133337.093750 Penalty: 3623.706543
	Iteration 28Q: 3 clusters Score -133337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133337.937500 Penalty: 3623.706543
	Iteration 29Q: 3 clusters Score -133337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133339.515625 Penalty: 3623.706543
	Iteration 30Q: 3 clusters Score -133339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133340.812500 Penalty: 3623.706543
	Iteration 31Q: 3 clusters Score -133340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133340.906250 Penalty: 3623.706543
	Iteration 32Q: 3 clusters Score -133340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133340.906250 Penalty: 3623.706543
	Iteration 33F: 3 clusters Score -133340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Entering Unmasked Estep 
Score: -6274524.000000 Penalty: 2738.489746
	Iteration 0F: 2 clusters Score -6274524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6232674.000000 Penalty: 5476.979492
	Iteration 0F: 3 clusters Score -6232674 nChanged 29189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -6250480.500000 Penalty: 5476.979492
	Iteration 1F: 3 clusters Score -6250480 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -6253094.500000 Penalty: 5476.979492
	Iteration 2F: 3 clusters Score -6253094 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -6256610.000000 Penalty: 5476.979492
	Iteration 3F: 3 clusters Score -6256610 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -6260058.000000 Penalty: 5476.979492
	Iteration 4F: 3 clusters Score -6260058 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -6262748.500000 Penalty: 5476.979492
	Iteration 5F: 3 clusters Score -6262748 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6264578.000000 Penalty: 5476.979492
	Iteration 6F: 3 clusters Score -6264578 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6265741.500000 Penalty: 5476.979492
	Iteration 7Q: 3 clusters Score -6265742 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -6266594.500000 Penalty: 5476.979492
	Iteration 8Q: 3 clusters Score -6266594 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -6267337.000000 Penalty: 5476.979492
	Iteration 9Q: 3 clusters Score -6267337 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -6267954.500000 Penalty: 5476.979492
	Iteration 10Q: 3 clusters Score -6267954 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -6268604.000000 Penalty: 5476.979492
	Iteration 11Q: 3 clusters Score -6268604 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -6269192.500000 Penalty: 5476.979492
	Iteration 12Q: 3 clusters Score -6269192 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -6269702.000000 Penalty: 5476.979492
	Iteration 13Q: 3 clusters Score -6269702 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -6270155.500000 Penalty: 5476.979492
	Iteration 14Q: 3 clusters Score -6270156 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 8004 members 
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Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 7468 members 
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Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 4410 members 
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Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 4218 members 
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Mstep: Class 1 contains 58407 members 
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Mstep: Class 1 contains 58566 members 
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Mstep: Class 1 contains 58728 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59005 members 
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Mstep: Class 1 contains 59123 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59217 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59309 members 
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	Iteration 35Q: 3 clusters Score -6271968 nChanged 85
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Mstep: Class 1 contains 59394 members 
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Mstep: Class 1 contains 59556 members 
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Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2676 members 
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Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 2620 members 
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	Iteration 106Q: 3 clusters Score -6272182 nChanged 4
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6272186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6272188.000000 Penalty: 5476.979492
	Iteration 109Q: 3 clusters Score -6272188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6272185.500000 Penalty: 5476.979492
	Iteration 110Q: 3 clusters Score -6272186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6272182.500000 Penalty: 5476.979492
	Iteration 111Q: 3 clusters Score -6272182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6272189.000000 Penalty: 5476.979492
	Iteration 112Q: 3 clusters Score -6272189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6272192.000000 Penalty: 5476.979492
	Iteration 113Q: 3 clusters Score -6272192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6272188.500000 Penalty: 5476.979492
	Iteration 114Q: 3 clusters Score -6272188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6272186.000000 Penalty: 5476.979492
	Iteration 115Q: 3 clusters Score -6272186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6272184.000000 Penalty: 5476.979492
	Iteration 116Q: 3 clusters Score -6272184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6272180.500000 Penalty: 5476.979492
	Iteration 117Q: 3 clusters Score -6272180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6272187.500000 Penalty: 5476.979492
	Iteration 118Q: 3 clusters Score -6272188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6272189.500000 Penalty: 5476.979492
	Iteration 119Q: 3 clusters Score -6272190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6272190.500000 Penalty: 5476.979492
	Iteration 120F: 3 clusters Score -6272190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6272200.000000 Penalty: 5476.979492
	Iteration 121Q: 3 clusters Score -6272200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6272205.500000 Penalty: 5476.979492
	Iteration 122Q: 3 clusters Score -6272206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6272203.000000 Penalty: 5476.979492
	Iteration 123Q: 3 clusters Score -6272203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6272205.500000 Penalty: 5476.979492
	Iteration 124Q: 3 clusters Score -6272206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6272206.000000 Penalty: 5476.979492
	Iteration 125Q: 3 clusters Score -6272206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6272208.500000 Penalty: 5476.979492
	Iteration 126Q: 3 clusters Score -6272208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6272212.500000 Penalty: 5476.979492
	Iteration 127Q: 3 clusters Score -6272212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6272214.000000 Penalty: 5476.979492
	Iteration 128Q: 3 clusters Score -6272214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6272217.000000 Penalty: 5476.979492
	Iteration 129Q: 3 clusters Score -6272217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6272216.500000 Penalty: 5476.979492
	Iteration 130Q: 3 clusters Score -6272216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6272223.000000 Penalty: 5476.979492
	Iteration 131Q: 3 clusters Score -6272223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6272223.000000 Penalty: 5476.979492
	Iteration 132Q: 3 clusters Score -6272223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6272223.000000 Penalty: 5476.979492
	Iteration 133F: 3 clusters Score -6272223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Entering Unmasked Estep 
Score: -1402814.250000 Penalty: 2374.905762
	Iteration 0F: 2 clusters Score -1402814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1392301.375000 Penalty: 4749.811523
	Iteration 0F: 3 clusters Score -1392301 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1395711 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1396028 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1396269 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1396488.125000 Penalty: 4749.811523
	Iteration 4Q: 3 clusters Score -1396488 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1396733.750000 Penalty: 4749.811523
	Iteration 5Q: 3 clusters Score -1396734 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1396985.750000 Penalty: 4749.811523
	Iteration 6Q: 3 clusters Score -1396986 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1397241.625000 Penalty: 4749.811523
	Iteration 7Q: 3 clusters Score -1397242 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1397528.000000 Penalty: 4749.811523
	Iteration 8Q: 3 clusters Score -1397528 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1397828.875000 Penalty: 4749.811523
	Iteration 9Q: 3 clusters Score -1397829 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1398142.750000 Penalty: 4749.811523
	Iteration 10Q: 3 clusters Score -1398143 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1398488.000000 Penalty: 4749.811523
	Iteration 11Q: 3 clusters Score -1398488 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1398838.000000 Penalty: 4749.811523
	Iteration 12Q: 3 clusters Score -1398838 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1399195.250000 Penalty: 4749.811523
	Iteration 13Q: 3 clusters Score -1399195 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1399512.500000 Penalty: 4749.811523
	Iteration 14Q: 3 clusters Score -1399512 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1399781.375000 Penalty: 4749.811523
	Iteration 15Q: 3 clusters Score -1399781 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1399966.750000 Penalty: 4749.811523
	Iteration 16Q: 3 clusters Score -1399967 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1400114.625000 Penalty: 4749.811523
	Iteration 17Q: 3 clusters Score -1400115 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1400238.875000 Penalty: 4749.811523
	Iteration 18Q: 3 clusters Score -1400239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1400331.875000 Penalty: 4749.811523
	Iteration 19Q: 3 clusters Score -1400332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1400391.875000 Penalty: 4749.811523
	Iteration 20F: 3 clusters Score -1400392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1400456.625000 Penalty: 4749.811523
	Iteration 21Q: 3 clusters Score -1400457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1400507.250000 Penalty: 4749.811523
	Iteration 22Q: 3 clusters Score -1400507 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1400551.625000 Penalty: 4749.811523
	Iteration 23Q: 3 clusters Score -1400552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1400599.500000 Penalty: 4749.811523
	Iteration 24Q: 3 clusters Score -1400600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1400644.250000 Penalty: 4749.811523
	Iteration 25Q: 3 clusters Score -1400644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1400687.875000 Penalty: 4749.811523
	Iteration 26Q: 3 clusters Score -1400688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1400718.125000 Penalty: 4749.811523
	Iteration 27Q: 3 clusters Score -1400718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1400745.000000 Penalty: 4749.811523
	Iteration 28Q: 3 clusters Score -1400745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1400770.625000 Penalty: 4749.811523
	Iteration 29Q: 3 clusters Score -1400771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1400790.875000 Penalty: 4749.811523
	Iteration 30Q: 3 clusters Score -1400791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1400812.375000 Penalty: 4749.811523
	Iteration 31Q: 3 clusters Score -1400812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1400829.875000 Penalty: 4749.811523
	Iteration 32Q: 3 clusters Score -1400830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1400845.375000 Penalty: 4749.811523
	Iteration 33Q: 3 clusters Score -1400845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1400858.125000 Penalty: 4749.811523
	Iteration 34Q: 3 clusters Score -1400858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1400869.500000 Penalty: 4749.811523
	Iteration 35Q: 3 clusters Score -1400870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1400887.000000 Penalty: 4749.811523
	Iteration 36Q: 3 clusters Score -1400887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1400906.750000 Penalty: 4749.811523
	Iteration 37Q: 3 clusters Score -1400907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1400916.500000 Penalty: 4749.811523
	Iteration 38Q: 3 clusters Score -1400916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1400928.375000 Penalty: 4749.811523
	Iteration 39Q: 3 clusters Score -1400928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1400936.500000 Penalty: 4749.811523
	Iteration 40F: 3 clusters Score -1400936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1400942.375000 Penalty: 4749.811523
	Iteration 41Q: 3 clusters Score -1400942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1400943.750000 Penalty: 4749.811523
	Iteration 42Q: 3 clusters Score -1400944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1400950.000000 Penalty: 4749.811523
	Iteration 43Q: 3 clusters Score -1400950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1400952.750000 Penalty: 4749.811523
	Iteration 44Q: 3 clusters Score -1400953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1400957.125000 Penalty: 4749.811523
	Iteration 45Q: 3 clusters Score -1400957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1400960.625000 Penalty: 4749.811523
	Iteration 46Q: 3 clusters Score -1400961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1400964.000000 Penalty: 4749.811523
	Iteration 47Q: 3 clusters Score -1400964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1400968.000000 Penalty: 4749.811523
	Iteration 48Q: 3 clusters Score -1400968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1400973.500000 Penalty: 4749.811523
	Iteration 49Q: 3 clusters Score -1400974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1400975.875000 Penalty: 4749.811523
	Iteration 50Q: 3 clusters Score -1400976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1400978.375000 Penalty: 4749.811523
	Iteration 51Q: 3 clusters Score -1400978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1400979.125000 Penalty: 4749.811523
	Iteration 52Q: 3 clusters Score -1400979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1400981.750000 Penalty: 4749.811523
	Iteration 53Q: 3 clusters Score -1400982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1400981.000000 Penalty: 4749.811523
	Iteration 54Q: 3 clusters Score -1400981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1400985.375000 Penalty: 4749.811523
	Iteration 55Q: 3 clusters Score -1400985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1400985.750000 Penalty: 4749.811523
	Iteration 56Q: 3 clusters Score -1400986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1400987.875000 Penalty: 4749.811523
	Iteration 57Q: 3 clusters Score -1400988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1400990.250000 Penalty: 4749.811523
	Iteration 58Q: 3 clusters Score -1400990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1400992.375000 Penalty: 4749.811523
	Iteration 59Q: 3 clusters Score -1400992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1400994.250000 Penalty: 4749.811523
	Iteration 60F: 3 clusters Score -1400994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1400996.125000 Penalty: 4749.811523
	Iteration 61Q: 3 clusters Score -1400996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1400996.125000 Penalty: 4749.811523
	Iteration 62Q: 3 clusters Score -1400996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1400996.750000 Penalty: 4749.811523
	Iteration 63Q: 3 clusters Score -1400997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1400997.875000 Penalty: 4749.811523
	Iteration 64Q: 3 clusters Score -1400998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1400997.625000 Penalty: 4749.811523
	Iteration 65Q: 3 clusters Score -1400998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1400998.625000 Penalty: 4749.811523
	Iteration 66Q: 3 clusters Score -1400999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1400998.125000 Penalty: 4749.811523
	Iteration 67Q: 3 clusters Score -1400998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1401000.625000 Penalty: 4749.811523
	Iteration 68Q: 3 clusters Score -1401001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1401000.875000 Penalty: 4749.811523
	Iteration 69Q: 3 clusters Score -1401001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1401003.500000 Penalty: 4749.811523
	Iteration 70Q: 3 clusters Score -1401004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1401003.625000 Penalty: 4749.811523
	Iteration 71Q: 3 clusters Score -1401004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1401003.125000 Penalty: 4749.811523
	Iteration 72Q: 3 clusters Score -1401003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1401004.125000 Penalty: 4749.811523
	Iteration 73Q: 3 clusters Score -1401004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1401006.750000 Penalty: 4749.811523
	Iteration 74Q: 3 clusters Score -1401007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1401006.250000 Penalty: 4749.811523
	Iteration 75Q: 3 clusters Score -1401006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1401006.250000 Penalty: 4749.811523
	Iteration 76F: 3 clusters Score -1401006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -207572.109375 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -207572.1 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 1379 members 
Entering Unmasked Estep 
Score: -204535.812500 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -204535.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -205358.718750 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -205358.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -205688.015625 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -205688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -205921.593750 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -205921.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -206155.187500 Penalty: 3918.164307
	Iteration 4F: 3 clusters Score -206155.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -206346.578125 Penalty: 3918.164307
	Iteration 5F: 3 clusters Score -206346.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -206504.343750 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -206504.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -206595.500000 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -206595.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -206645.375000 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -206645.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -206681.312500 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -206681.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -206704.171875 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -206704.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -206725.250000 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -206725.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -206739.968750 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -206740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -206751.109375 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -206751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -206760.921875 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -206760.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206765.156250 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -206765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -206769.875000 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -206769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -206771.781250 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -206771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -206774.578125 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -206774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -206775.828125 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -206775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -206776.562500 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -206776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206776.828125 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -206776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -206776.828125 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -206776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -206776.828125 Penalty: 3918.164307
	Iteration 23F: 3 clusters Score -206776.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -346722.531250 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -346722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -342974.968750 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -342975 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -343881.875000 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -343881.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -344232.843750 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -344232.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -344510.406250 Penalty: 4085.264648
	Iteration 3F: 3 clusters Score -344510.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -344707.312500 Penalty: 4085.264648
	Iteration 4F: 3 clusters Score -344707.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -344847.625000 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -344847.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -344962.750000 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -344962.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -345049.343750 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -345049.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -345148.625000 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -345148.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -345232.593750 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -345232.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -345320.656250 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -345320.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -345417.843750 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -345417.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -345487.125000 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -345487.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -345528.875000 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -345528.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -345567.093750 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -345567.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -345605.312500 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -345605.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -345630.500000 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -345630.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -345648.625000 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -345648.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -345660.968750 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -345661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -345672.843750 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -345672.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -345682.937500 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -345682.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -345694.875000 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -345694.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -345704.718750 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -345704.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -345710.343750 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -345710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -345715.718750 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -345715.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -345720.687500 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -345720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -345725.781250 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -345725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -345732.875000 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -345732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -345738.781250 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -345738.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -345747.875000 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -345747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -345755.343750 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -345755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -345760.625000 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -345760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -345763.406250 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -345763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -345767.031250 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -345767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -345769.468750 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -345769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -345770.812500 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -345770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345771.531250 Penalty: 4085.264648
	Iteration 36Q: 3 clusters Score -345771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -345772.250000 Penalty: 4085.264648
	Iteration 37Q: 3 clusters Score -345772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -345771.937500 Penalty: 4085.264648
	Iteration 38Q: 3 clusters Score -345771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -345771.937500 Penalty: 4085.264648
	Iteration 39F: 3 clusters Score -345771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Entering Unmasked Estep 
Score: -1519868.625000 Penalty: 2388.330566
	Iteration 0F: 2 clusters Score -1519869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1508956.750000 Penalty: 4776.661133
	Iteration 0F: 3 clusters Score -1508957 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1512431.000000 Penalty: 4776.661133
	Iteration 1F: 3 clusters Score -1512431 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1512799.750000 Penalty: 4776.661133
	Iteration 2F: 3 clusters Score -1512800 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1513132.750000 Penalty: 4776.661133
	Iteration 3F: 3 clusters Score -1513133 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1513469.500000 Penalty: 4776.661133
	Iteration 4Q: 3 clusters Score -1513470 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1513832.000000 Penalty: 4776.661133
	Iteration 5Q: 3 clusters Score -1513832 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1514284.875000 Penalty: 4776.661133
	Iteration 6Q: 3 clusters Score -1514285 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1514847.125000 Penalty: 4776.661133
	Iteration 7F: 3 clusters Score -1514847 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1515476.500000 Penalty: 4776.661133
	Iteration 8F: 3 clusters Score -1515476 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1516068.000000 Penalty: 4776.661133
	Iteration 9Q: 3 clusters Score -1516068 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1516549.875000 Penalty: 4776.661133
	Iteration 10Q: 3 clusters Score -1516550 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1516890.250000 Penalty: 4776.661133
	Iteration 11Q: 3 clusters Score -1516890 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1517139.000000 Penalty: 4776.661133
	Iteration 12Q: 3 clusters Score -1517139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1517312.000000 Penalty: 4776.661133
	Iteration 13Q: 3 clusters Score -1517312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1517434.875000 Penalty: 4776.661133
	Iteration 14Q: 3 clusters Score -1517435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1517515.375000 Penalty: 4776.661133
	Iteration 15Q: 3 clusters Score -1517515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1517569.625000 Penalty: 4776.661133
	Iteration 16Q: 3 clusters Score -1517570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1517599.375000 Penalty: 4776.661133
	Iteration 17Q: 3 clusters Score -1517599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1517637.375000 Penalty: 4776.661133
	Iteration 18Q: 3 clusters Score -1517637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1517677.375000 Penalty: 4776.661133
	Iteration 19Q: 3 clusters Score -1517677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1517693.250000 Penalty: 4776.661133
	Iteration 20F: 3 clusters Score -1517693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1517711.125000 Penalty: 4776.661133
	Iteration 21Q: 3 clusters Score -1517711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1517729.750000 Penalty: 4776.661133
	Iteration 22Q: 3 clusters Score -1517730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1517738.875000 Penalty: 4776.661133
	Iteration 23Q: 3 clusters Score -1517739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1517749.625000 Penalty: 4776.661133
	Iteration 24Q: 3 clusters Score -1517750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1517760.625000 Penalty: 4776.661133
	Iteration 25Q: 3 clusters Score -1517761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1517766.750000 Penalty: 4776.661133
	Iteration 26Q: 3 clusters Score -1517767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1517770.625000 Penalty: 4776.661133
	Iteration 27Q: 3 clusters Score -1517771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1517773.250000 Penalty: 4776.661133
	Iteration 28Q: 3 clusters Score -1517773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1517783.125000 Penalty: 4776.661133
	Iteration 29Q: 3 clusters Score -1517783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1517786.500000 Penalty: 4776.661133
	Iteration 30Q: 3 clusters Score -1517786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1517787.875000 Penalty: 4776.661133
	Iteration 31Q: 3 clusters Score -1517788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1517789.000000 Penalty: 4776.661133
	Iteration 32Q: 3 clusters Score -1517789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1517789.500000 Penalty: 4776.661133
	Iteration 33Q: 3 clusters Score -1517790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1517792.000000 Penalty: 4776.661133
	Iteration 34Q: 3 clusters Score -1517792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1517792.000000 Penalty: 4776.661133
	Iteration 35F: 3 clusters Score -1517792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Entering Unmasked Estep 
Score: -750158.500000 Penalty: 2234.342773
	Iteration 0F: 2 clusters Score -750158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -743651.187500 Penalty: 4468.685547
	Iteration 0F: 3 clusters Score -743651.2 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -745571.937500 Penalty: 4468.685547
	Iteration 1F: 3 clusters Score -745571.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -745971.875000 Penalty: 4468.685547
	Iteration 2F: 3 clusters Score -745971.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -746280.312500 Penalty: 4468.685547
	Iteration 3F: 3 clusters Score -746280.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -746567.500000 Penalty: 4468.685547
	Iteration 4F: 3 clusters Score -746567.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -746853.375000 Penalty: 4468.685547
	Iteration 5Q: 3 clusters Score -746853.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -747113.750000 Penalty: 4468.685547
	Iteration 6Q: 3 clusters Score -747113.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -747307.187500 Penalty: 4468.685547
	Iteration 7Q: 3 clusters Score -747307.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -747458.687500 Penalty: 4468.685547
	Iteration 8Q: 3 clusters Score -747458.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -747618.750000 Penalty: 4468.685547
	Iteration 9Q: 3 clusters Score -747618.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -747779.500000 Penalty: 4468.685547
	Iteration 10Q: 3 clusters Score -747779.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -747941.125000 Penalty: 4468.685547
	Iteration 11Q: 3 clusters Score -747941.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -748112.187500 Penalty: 4468.685547
	Iteration 12Q: 3 clusters Score -748112.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -748290.625000 Penalty: 4468.685547
	Iteration 13Q: 3 clusters Score -748290.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -748453.125000 Penalty: 4468.685547
	Iteration 14Q: 3 clusters Score -748453.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -748600.312500 Penalty: 4468.685547
	Iteration 15Q: 3 clusters Score -748600.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -748689.625000 Penalty: 4468.685547
	Iteration 16Q: 3 clusters Score -748689.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -748763.125000 Penalty: 4468.685547
	Iteration 17Q: 3 clusters Score -748763.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -748809.875000 Penalty: 4468.685547
	Iteration 18Q: 3 clusters Score -748809.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -748833.812500 Penalty: 4468.685547
	Iteration 19Q: 3 clusters Score -748833.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -748853.375000 Penalty: 4468.685547
	Iteration 20F: 3 clusters Score -748853.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -748864.562500 Penalty: 4468.685547
	Iteration 21Q: 3 clusters Score -748864.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -748880.062500 Penalty: 4468.685547
	Iteration 22Q: 3 clusters Score -748880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -748893.125000 Penalty: 4468.685547
	Iteration 23Q: 3 clusters Score -748893.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -748901.812500 Penalty: 4468.685547
	Iteration 24Q: 3 clusters Score -748901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -748909.937500 Penalty: 4468.685547
	Iteration 25Q: 3 clusters Score -748909.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -748918.312500 Penalty: 4468.685547
	Iteration 26Q: 3 clusters Score -748918.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -748925.875000 Penalty: 4468.685547
	Iteration 27Q: 3 clusters Score -748925.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -748929.625000 Penalty: 4468.685547
	Iteration 28Q: 3 clusters Score -748929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -748939.000000 Penalty: 4468.685547
	Iteration 29Q: 3 clusters Score -748939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -748946.312500 Penalty: 4468.685547
	Iteration 30Q: 3 clusters Score -748946.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -748962.875000 Penalty: 4468.685547
	Iteration 31Q: 3 clusters Score -748962.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -748973.250000 Penalty: 4468.685547
	Iteration 32Q: 3 clusters Score -748973.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -748989.375000 Penalty: 4468.685547
	Iteration 33Q: 3 clusters Score -748989.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -749009.437500 Penalty: 4468.685547
	Iteration 34Q: 3 clusters Score -749009.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -749025.312500 Penalty: 4468.685547
	Iteration 35Q: 3 clusters Score -749025.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -749044.500000 Penalty: 4468.685547
	Iteration 36Q: 3 clusters Score -749044.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -749062.687500 Penalty: 4468.685547
	Iteration 37Q: 3 clusters Score -749062.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -749074.312500 Penalty: 4468.685547
	Iteration 38Q: 3 clusters Score -749074.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -749083.625000 Penalty: 4468.685547
	Iteration 39Q: 3 clusters Score -749083.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -749099.562500 Penalty: 4468.685547
	Iteration 40F: 3 clusters Score -749099.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -749127.437500 Penalty: 4468.685547
	Iteration 41Q: 3 clusters Score -749127.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -749155.312500 Penalty: 4468.685547
	Iteration 42Q: 3 clusters Score -749155.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -749186.562500 Penalty: 4468.685547
	Iteration 43Q: 3 clusters Score -749186.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -749210.062500 Penalty: 4468.685547
	Iteration 44Q: 3 clusters Score -749210.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -749225.625000 Penalty: 4468.685547
	Iteration 45Q: 3 clusters Score -749225.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -749238.312500 Penalty: 4468.685547
	Iteration 46Q: 3 clusters Score -749238.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -749245.437500 Penalty: 4468.685547
	Iteration 47Q: 3 clusters Score -749245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -749249.000000 Penalty: 4468.685547
	Iteration 48Q: 3 clusters Score -749249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -749254.437500 Penalty: 4468.685547
	Iteration 49Q: 3 clusters Score -749254.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -749257.562500 Penalty: 4468.685547
	Iteration 50Q: 3 clusters Score -749257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -749265.187500 Penalty: 4468.685547
	Iteration 51Q: 3 clusters Score -749265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -749270.187500 Penalty: 4468.685547
	Iteration 52Q: 3 clusters Score -749270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -749276.312500 Penalty: 4468.685547
	Iteration 53Q: 3 clusters Score -749276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -749282.000000 Penalty: 4468.685547
	Iteration 54Q: 3 clusters Score -749282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -749287.937500 Penalty: 4468.685547
	Iteration 55Q: 3 clusters Score -749287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -749291.562500 Penalty: 4468.685547
	Iteration 56Q: 3 clusters Score -749291.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -749303.437500 Penalty: 4468.685547
	Iteration 57Q: 3 clusters Score -749303.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -749311.062500 Penalty: 4468.685547
	Iteration 58Q: 3 clusters Score -749311.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -749324.250000 Penalty: 4468.685547
	Iteration 59Q: 3 clusters Score -749324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -749338.500000 Penalty: 4468.685547
	Iteration 60F: 3 clusters Score -749338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -749356.812500 Penalty: 4468.685547
	Iteration 61Q: 3 clusters Score -749356.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -749369.562500 Penalty: 4468.685547
	Iteration 62Q: 3 clusters Score -749369.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -749380.687500 Penalty: 4468.685547
	Iteration 63Q: 3 clusters Score -749380.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -749392.000000 Penalty: 4468.685547
	Iteration 64Q: 3 clusters Score -749392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -749403.875000 Penalty: 4468.685547
	Iteration 65Q: 3 clusters Score -749403.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -749413.687500 Penalty: 4468.685547
	Iteration 66Q: 3 clusters Score -749413.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -749422.062500 Penalty: 4468.685547
	Iteration 67Q: 3 clusters Score -749422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -749431.000000 Penalty: 4468.685547
	Iteration 68Q: 3 clusters Score -749431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -749440.187500 Penalty: 4468.685547
	Iteration 69Q: 3 clusters Score -749440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -749446.750000 Penalty: 4468.685547
	Iteration 70Q: 3 clusters Score -749446.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -749448.250000 Penalty: 4468.685547
	Iteration 71Q: 3 clusters Score -749448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -749451.937500 Penalty: 4468.685547
	Iteration 72Q: 3 clusters Score -749451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -749453.812500 Penalty: 4468.685547
	Iteration 73Q: 3 clusters Score -749453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -749455.062500 Penalty: 4468.685547
	Iteration 74Q: 3 clusters Score -749455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -749454.812500 Penalty: 4468.685547
	Iteration 75Q: 3 clusters Score -749454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -749455.812500 Penalty: 4468.685547
	Iteration 76Q: 3 clusters Score -749455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -749455.812500 Penalty: 4468.685547
	Iteration 77F: 3 clusters Score -749455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -346422.187500 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -346422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -342768.031250 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -342768 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -343532.343750 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -343532.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -343800.125000 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -343800.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -344081.687500 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -344081.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -344319.156250 Penalty: 4074.777344
	Iteration 4F: 3 clusters Score -344319.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -344502.812500 Penalty: 4074.777344
	Iteration 5F: 3 clusters Score -344502.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -344619.500000 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -344619.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -344704.593750 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -344704.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -344778.187500 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -344778.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344826.968750 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -344827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -344873.687500 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -344873.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -344921.718750 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -344921.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -344968.125000 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -344968.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -344998.531250 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -344998.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -345029.375000 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -345029.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -345064.812500 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -345064.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -345090.468750 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -345090.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -345110.843750 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -345110.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -345128.843750 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -345128.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -345146.843750 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -345146.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -345155.625000 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -345155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -345163.718750 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -345163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -345173.625000 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -345173.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -345187.593750 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -345187.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -345203.406250 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -345203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -345219.687500 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -345219.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -345238.687500 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -345238.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -345252.343750 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -345252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -345259.125000 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -345259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -345264.468750 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -345264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -345265.250000 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -345265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -345265.250000 Penalty: 4074.777344
	Iteration 31F: 3 clusters Score -345265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -556193.937500 Penalty: 2136.171387
	Iteration 0F: 2 clusters Score -556193.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -551423.937500 Penalty: 4272.342773
	Iteration 0F: 3 clusters Score -551423.9 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -552587.562500 Penalty: 4272.342773
	Iteration 1F: 3 clusters Score -552587.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -552802.750000 Penalty: 4272.342773
	Iteration 2F: 3 clusters Score -552802.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -552943.312500 Penalty: 4272.342773
	Iteration 3F: 3 clusters Score -552943.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -553059.125000 Penalty: 4272.342773
	Iteration 4Q: 3 clusters Score -553059.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -553145.250000 Penalty: 4272.342773
	Iteration 5Q: 3 clusters Score -553145.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -553239.875000 Penalty: 4272.342773
	Iteration 6Q: 3 clusters Score -553239.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -553316.750000 Penalty: 4272.342773
	Iteration 7Q: 3 clusters Score -553316.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -553391.312500 Penalty: 4272.342773
	Iteration 8Q: 3 clusters Score -553391.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -553456.375000 Penalty: 4272.342773
	Iteration 9Q: 3 clusters Score -553456.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -553519.125000 Penalty: 4272.342773
	Iteration 10Q: 3 clusters Score -553519.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -553576.375000 Penalty: 4272.342773
	Iteration 11Q: 3 clusters Score -553576.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -553629.062500 Penalty: 4272.342773
	Iteration 12Q: 3 clusters Score -553629.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -553677.562500 Penalty: 4272.342773
	Iteration 13Q: 3 clusters Score -553677.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -553726.625000 Penalty: 4272.342773
	Iteration 14Q: 3 clusters Score -553726.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -553765.062500 Penalty: 4272.342773
	Iteration 15Q: 3 clusters Score -553765.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -553798.562500 Penalty: 4272.342773
	Iteration 16Q: 3 clusters Score -553798.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -553829.437500 Penalty: 4272.342773
	Iteration 17Q: 3 clusters Score -553829.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -553846.687500 Penalty: 4272.342773
	Iteration 18Q: 3 clusters Score -553846.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -553864.062500 Penalty: 4272.342773
	Iteration 19Q: 3 clusters Score -553864.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -553880.937500 Penalty: 4272.342773
	Iteration 20F: 3 clusters Score -553880.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -553895.187500 Penalty: 4272.342773
	Iteration 21Q: 3 clusters Score -553895.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -553905.312500 Penalty: 4272.342773
	Iteration 22Q: 3 clusters Score -553905.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -553914.687500 Penalty: 4272.342773
	Iteration 23Q: 3 clusters Score -553914.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -553919.062500 Penalty: 4272.342773
	Iteration 24Q: 3 clusters Score -553919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -553928.812500 Penalty: 4272.342773
	Iteration 25Q: 3 clusters Score -553928.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -553936.812500 Penalty: 4272.342773
	Iteration 26Q: 3 clusters Score -553936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -553943.812500 Penalty: 4272.342773
	Iteration 27Q: 3 clusters Score -553943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -553949.812500 Penalty: 4272.342773
	Iteration 28Q: 3 clusters Score -553949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -553953.687500 Penalty: 4272.342773
	Iteration 29Q: 3 clusters Score -553953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -553958.000000 Penalty: 4272.342773
	Iteration 30Q: 3 clusters Score -553958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -553960.937500 Penalty: 4272.342773
	Iteration 31Q: 3 clusters Score -553960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -553963.062500 Penalty: 4272.342773
	Iteration 32Q: 3 clusters Score -553963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -553965.625000 Penalty: 4272.342773
	Iteration 33Q: 3 clusters Score -553965.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -553970.937500 Penalty: 4272.342773
	Iteration 34Q: 3 clusters Score -553970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -553976.562500 Penalty: 4272.342773
	Iteration 35Q: 3 clusters Score -553976.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -553979.125000 Penalty: 4272.342773
	Iteration 36Q: 3 clusters Score -553979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -553982.625000 Penalty: 4272.342773
	Iteration 37Q: 3 clusters Score -553982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -553983.687500 Penalty: 4272.342773
	Iteration 38Q: 3 clusters Score -553983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -553987.187500 Penalty: 4272.342773
	Iteration 39Q: 3 clusters Score -553987.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -553990.125000 Penalty: 4272.342773
	Iteration 40F: 3 clusters Score -553990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -553996.812500 Penalty: 4272.342773
	Iteration 41Q: 3 clusters Score -553996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -554000.625000 Penalty: 4272.342773
	Iteration 42Q: 3 clusters Score -554000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -554003.812500 Penalty: 4272.342773
	Iteration 43Q: 3 clusters Score -554003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -554008.437500 Penalty: 4272.342773
	Iteration 44Q: 3 clusters Score -554008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -554012.250000 Penalty: 4272.342773
	Iteration 45Q: 3 clusters Score -554012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -554014.250000 Penalty: 4272.342773
	Iteration 46Q: 3 clusters Score -554014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -554016.375000 Penalty: 4272.342773
	Iteration 47Q: 3 clusters Score -554016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -554017.687500 Penalty: 4272.342773
	Iteration 48Q: 3 clusters Score -554017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -554020.750000 Penalty: 4272.342773
	Iteration 49Q: 3 clusters Score -554020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -554021.187500 Penalty: 4272.342773
	Iteration 50Q: 3 clusters Score -554021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -554023.250000 Penalty: 4272.342773
	Iteration 51Q: 3 clusters Score -554023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -554025.375000 Penalty: 4272.342773
	Iteration 52Q: 3 clusters Score -554025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -554025.437500 Penalty: 4272.342773
	Iteration 53Q: 3 clusters Score -554025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -554028.187500 Penalty: 4272.342773
	Iteration 54Q: 3 clusters Score -554028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -554030.125000 Penalty: 4272.342773
	Iteration 55Q: 3 clusters Score -554030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -554030.875000 Penalty: 4272.342773
	Iteration 56Q: 3 clusters Score -554030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -554033.562500 Penalty: 4272.342773
	Iteration 57Q: 3 clusters Score -554033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -554033.562500 Penalty: 4272.342773
	Iteration 58Q: 3 clusters Score -554033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -554038.562500 Penalty: 4272.342773
	Iteration 59Q: 3 clusters Score -554038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -554040.000000 Penalty: 4272.342773
	Iteration 60F: 3 clusters Score -554040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -554044.187500 Penalty: 4272.342773
	Iteration 61Q: 3 clusters Score -554044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -554046.125000 Penalty: 4272.342773
	Iteration 62Q: 3 clusters Score -554046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -554051.562500 Penalty: 4272.342773
	Iteration 63Q: 3 clusters Score -554051.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -554057.250000 Penalty: 4272.342773
	Iteration 64Q: 3 clusters Score -554057.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -554064.562500 Penalty: 4272.342773
	Iteration 65Q: 3 clusters Score -554064.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -554067.437500 Penalty: 4272.342773
	Iteration 66Q: 3 clusters Score -554067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -554071.500000 Penalty: 4272.342773
	Iteration 67Q: 3 clusters Score -554071.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -554073.937500 Penalty: 4272.342773
	Iteration 68Q: 3 clusters Score -554073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -554075.625000 Penalty: 4272.342773
	Iteration 69Q: 3 clusters Score -554075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -554077.562500 Penalty: 4272.342773
	Iteration 70Q: 3 clusters Score -554077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -554078.187500 Penalty: 4272.342773
	Iteration 71Q: 3 clusters Score -554078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -554081.625000 Penalty: 4272.342773
	Iteration 72Q: 3 clusters Score -554081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -554083.625000 Penalty: 4272.342773
	Iteration 73Q: 3 clusters Score -554083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -554085.562500 Penalty: 4272.342773
	Iteration 74Q: 3 clusters Score -554085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -554086.250000 Penalty: 4272.342773
	Iteration 75Q: 3 clusters Score -554086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -554086.500000 Penalty: 4272.342773
	Iteration 76Q: 3 clusters Score -554086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -554087.812500 Penalty: 4272.342773
	Iteration 77Q: 3 clusters Score -554087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -554089.125000 Penalty: 4272.342773
	Iteration 78Q: 3 clusters Score -554089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -554090.437500 Penalty: 4272.342773
	Iteration 79Q: 3 clusters Score -554090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -554092.562500 Penalty: 4272.342773
	Iteration 80F: 3 clusters Score -554092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -554093.437500 Penalty: 4272.342773
	Iteration 81Q: 3 clusters Score -554093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -554095.937500 Penalty: 4272.342773
	Iteration 82Q: 3 clusters Score -554095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -554098.750000 Penalty: 4272.342773
	Iteration 83Q: 3 clusters Score -554098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -554102.312500 Penalty: 4272.342773
	Iteration 84Q: 3 clusters Score -554102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -554105.937500 Penalty: 4272.342773
	Iteration 85Q: 3 clusters Score -554105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -554107.625000 Penalty: 4272.342773
	Iteration 86Q: 3 clusters Score -554107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -554110.125000 Penalty: 4272.342773
	Iteration 87Q: 3 clusters Score -554110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -554112.750000 Penalty: 4272.342773
	Iteration 88Q: 3 clusters Score -554112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -554113.750000 Penalty: 4272.342773
	Iteration 89Q: 3 clusters Score -554113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -554113.500000 Penalty: 4272.342773
	Iteration 90Q: 3 clusters Score -554113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -554114.562500 Penalty: 4272.342773
	Iteration 91Q: 3 clusters Score -554114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -554115.312500 Penalty: 4272.342773
	Iteration 92Q: 3 clusters Score -554115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -554117.625000 Penalty: 4272.342773
	Iteration 93Q: 3 clusters Score -554117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -554120.750000 Penalty: 4272.342773
	Iteration 94Q: 3 clusters Score -554120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -554122.125000 Penalty: 4272.342773
	Iteration 95Q: 3 clusters Score -554122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -554124.937500 Penalty: 4272.342773
	Iteration 96Q: 3 clusters Score -554124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -554126.125000 Penalty: 4272.342773
	Iteration 97Q: 3 clusters Score -554126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -554127.000000 Penalty: 4272.342773
	Iteration 98Q: 3 clusters Score -554127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -554127.062500 Penalty: 4272.342773
	Iteration 99Q: 3 clusters Score -554127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -554128.250000 Penalty: 4272.342773
	Iteration 100F: 3 clusters Score -554128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -554130.000000 Penalty: 4272.342773
	Iteration 101Q: 3 clusters Score -554130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -554131.750000 Penalty: 4272.342773
	Iteration 102Q: 3 clusters Score -554131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -554132.562500 Penalty: 4272.342773
	Iteration 103Q: 3 clusters Score -554132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -554133.812500 Penalty: 4272.342773
	Iteration 104Q: 3 clusters Score -554133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -554136.750000 Penalty: 4272.342773
	Iteration 105Q: 3 clusters Score -554136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -554139.687500 Penalty: 4272.342773
	Iteration 106Q: 3 clusters Score -554139.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -554143.062500 Penalty: 4272.342773
	Iteration 107Q: 3 clusters Score -554143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -554146.000000 Penalty: 4272.342773
	Iteration 108Q: 3 clusters Score -554146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -554150.312500 Penalty: 4272.342773
	Iteration 109Q: 3 clusters Score -554150.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -554150.937500 Penalty: 4272.342773
	Iteration 110Q: 3 clusters Score -554150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -554157.500000 Penalty: 4272.342773
	Iteration 111Q: 3 clusters Score -554157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -554163.125000 Penalty: 4272.342773
	Iteration 112Q: 3 clusters Score -554163.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -554166.250000 Penalty: 4272.342773
	Iteration 113Q: 3 clusters Score -554166.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -554170.937500 Penalty: 4272.342773
	Iteration 114Q: 3 clusters Score -554170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -554173.562500 Penalty: 4272.342773
	Iteration 115Q: 3 clusters Score -554173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -554175.000000 Penalty: 4272.342773
	Iteration 116Q: 3 clusters Score -554175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -554176.812500 Penalty: 4272.342773
	Iteration 117Q: 3 clusters Score -554176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -554178.312500 Penalty: 4272.342773
	Iteration 118Q: 3 clusters Score -554178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -554181.187500 Penalty: 4272.342773
	Iteration 119Q: 3 clusters Score -554181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -554183.437500 Penalty: 4272.342773
	Iteration 120F: 3 clusters Score -554183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -554186.187500 Penalty: 4272.342773
	Iteration 121Q: 3 clusters Score -554186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -554187.562500 Penalty: 4272.342773
	Iteration 122Q: 3 clusters Score -554187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -554189.687500 Penalty: 4272.342773
	Iteration 123Q: 3 clusters Score -554189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -554193.500000 Penalty: 4272.342773
	Iteration 124Q: 3 clusters Score -554193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -554194.500000 Penalty: 4272.342773
	Iteration 125Q: 3 clusters Score -554194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -554198.687500 Penalty: 4272.342773
	Iteration 126Q: 3 clusters Score -554198.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -554202.562500 Penalty: 4272.342773
	Iteration 127Q: 3 clusters Score -554202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -554204.937500 Penalty: 4272.342773
	Iteration 128Q: 3 clusters Score -554204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -554207.250000 Penalty: 4272.342773
	Iteration 129Q: 3 clusters Score -554207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -554208.937500 Penalty: 4272.342773
	Iteration 130Q: 3 clusters Score -554208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -554211.062500 Penalty: 4272.342773
	Iteration 131Q: 3 clusters Score -554211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -554214.187500 Penalty: 4272.342773
	Iteration 132Q: 3 clusters Score -554214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -554215.312500 Penalty: 4272.342773
	Iteration 133Q: 3 clusters Score -554215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -554218.062500 Penalty: 4272.342773
	Iteration 134Q: 3 clusters Score -554218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -554218.812500 Penalty: 4272.342773
	Iteration 135Q: 3 clusters Score -554218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -554219.312500 Penalty: 4272.342773
	Iteration 136Q: 3 clusters Score -554219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -554219.312500 Penalty: 4272.342773
	Iteration 137F: 3 clusters Score -554219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Entering Unmasked Estep 
Score: -1113158.625000 Penalty: 2326.302490
	Iteration 0F: 2 clusters Score -1113159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1104335.500000 Penalty: 4652.604980
	Iteration 0F: 3 clusters Score -1104336 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1107502.875000 Penalty: 4652.604980
	Iteration 1F: 3 clusters Score -1107503 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1108134.750000 Penalty: 4652.604980
	Iteration 2F: 3 clusters Score -1108135 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1108693.250000 Penalty: 4652.604980
	Iteration 3F: 3 clusters Score -1108693 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1109299.375000 Penalty: 4652.604980
	Iteration 4F: 3 clusters Score -1109299 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1109823.250000 Penalty: 4652.604980
	Iteration 5F: 3 clusters Score -1109823 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1110218.250000 Penalty: 4652.604980
	Iteration 6F: 3 clusters Score -1110218 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1110556.375000 Penalty: 4652.604980
	Iteration 7Q: 3 clusters Score -1110556 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1110820.625000 Penalty: 4652.604980
	Iteration 8Q: 3 clusters Score -1110821 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1111034.125000 Penalty: 4652.604980
	Iteration 9Q: 3 clusters Score -1111034 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1111184.125000 Penalty: 4652.604980
	Iteration 10Q: 3 clusters Score -1111184 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1111275.125000 Penalty: 4652.604980
	Iteration 11Q: 3 clusters Score -1111275 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1111359.750000 Penalty: 4652.604980
	Iteration 12Q: 3 clusters Score -1111360 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1111415.625000 Penalty: 4652.604980
	Iteration 13Q: 3 clusters Score -1111416 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1111466.375000 Penalty: 4652.604980
	Iteration 14Q: 3 clusters Score -1111466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1111502.500000 Penalty: 4652.604980
	Iteration 15Q: 3 clusters Score -1111502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1111532.125000 Penalty: 4652.604980
	Iteration 16Q: 3 clusters Score -1111532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1111555.250000 Penalty: 4652.604980
	Iteration 17Q: 3 clusters Score -1111555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1111585.000000 Penalty: 4652.604980
	Iteration 18Q: 3 clusters Score -1111585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1111611.125000 Penalty: 4652.604980
	Iteration 19Q: 3 clusters Score -1111611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1111635.000000 Penalty: 4652.604980
	Iteration 20F: 3 clusters Score -1111635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1111663.500000 Penalty: 4652.604980
	Iteration 21Q: 3 clusters Score -1111664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1111690.125000 Penalty: 4652.604980
	Iteration 22Q: 3 clusters Score -1111690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1111718.625000 Penalty: 4652.604980
	Iteration 23Q: 3 clusters Score -1111719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1111741.625000 Penalty: 4652.604980
	Iteration 24Q: 3 clusters Score -1111742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1111766.625000 Penalty: 4652.604980
	Iteration 25Q: 3 clusters Score -1111767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1111794.625000 Penalty: 4652.604980
	Iteration 26Q: 3 clusters Score -1111795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1111820.000000 Penalty: 4652.604980
	Iteration 27Q: 3 clusters Score -1111820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1111844.375000 Penalty: 4652.604980
	Iteration 28Q: 3 clusters Score -1111844 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1111867.625000 Penalty: 4652.604980
	Iteration 29Q: 3 clusters Score -1111868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1111891.000000 Penalty: 4652.604980
	Iteration 30Q: 3 clusters Score -1111891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1111904.375000 Penalty: 4652.604980
	Iteration 31Q: 3 clusters Score -1111904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1111919.250000 Penalty: 4652.604980
	Iteration 32Q: 3 clusters Score -1111919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1111934.250000 Penalty: 4652.604980
	Iteration 33Q: 3 clusters Score -1111934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1111951.250000 Penalty: 4652.604980
	Iteration 34Q: 3 clusters Score -1111951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1111965.375000 Penalty: 4652.604980
	Iteration 35Q: 3 clusters Score -1111965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1111985.000000 Penalty: 4652.604980
	Iteration 36Q: 3 clusters Score -1111985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1112009.125000 Penalty: 4652.604980
	Iteration 37Q: 3 clusters Score -1112009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1112033.750000 Penalty: 4652.604980
	Iteration 38Q: 3 clusters Score -1112034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1112064.250000 Penalty: 4652.604980
	Iteration 39Q: 3 clusters Score -1112064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1112094.625000 Penalty: 4652.604980
	Iteration 40F: 3 clusters Score -1112095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1112114.750000 Penalty: 4652.604980
	Iteration 41Q: 3 clusters Score -1112115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1112133.000000 Penalty: 4652.604980
	Iteration 42Q: 3 clusters Score -1112133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1112148.375000 Penalty: 4652.604980
	Iteration 43Q: 3 clusters Score -1112148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1112166.250000 Penalty: 4652.604980
	Iteration 44Q: 3 clusters Score -1112166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1112193.000000 Penalty: 4652.604980
	Iteration 45Q: 3 clusters Score -1112193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1112212.750000 Penalty: 4652.604980
	Iteration 46Q: 3 clusters Score -1112213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1112226.500000 Penalty: 4652.604980
	Iteration 47Q: 3 clusters Score -1112226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1112243.875000 Penalty: 4652.604980
	Iteration 48Q: 3 clusters Score -1112244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1112252.500000 Penalty: 4652.604980
	Iteration 49Q: 3 clusters Score -1112252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1112264.500000 Penalty: 4652.604980
	Iteration 50Q: 3 clusters Score -1112264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1112272.000000 Penalty: 4652.604980
	Iteration 51Q: 3 clusters Score -1112272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1112283.375000 Penalty: 4652.604980
	Iteration 52Q: 3 clusters Score -1112283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1112298.500000 Penalty: 4652.604980
	Iteration 53Q: 3 clusters Score -1112298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1112312.250000 Penalty: 4652.604980
	Iteration 54Q: 3 clusters Score -1112312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1112326.375000 Penalty: 4652.604980
	Iteration 55Q: 3 clusters Score -1112326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1112340.125000 Penalty: 4652.604980
	Iteration 56Q: 3 clusters Score -1112340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1112347.875000 Penalty: 4652.604980
	Iteration 57Q: 3 clusters Score -1112348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1112351.375000 Penalty: 4652.604980
	Iteration 58Q: 3 clusters Score -1112351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1112353.375000 Penalty: 4652.604980
	Iteration 59Q: 3 clusters Score -1112353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1112357.500000 Penalty: 4652.604980
	Iteration 60F: 3 clusters Score -1112358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1112361.250000 Penalty: 4652.604980
	Iteration 61Q: 3 clusters Score -1112361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1112362.125000 Penalty: 4652.604980
	Iteration 62Q: 3 clusters Score -1112362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1112361.125000 Penalty: 4652.604980
	Iteration 63Q: 3 clusters Score -1112361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1112363.000000 Penalty: 4652.604980
	Iteration 64Q: 3 clusters Score -1112363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1112361.875000 Penalty: 4652.604980
	Iteration 65Q: 3 clusters Score -1112362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1112361.875000 Penalty: 4652.604980
	Iteration 66F: 3 clusters Score -1112362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Entering Unmasked Estep 
Score: -2297464.750000 Penalty: 2484.092773
	Iteration 0F: 2 clusters Score -2297465 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 11139 members 
Entering Unmasked Estep 
Score: -2281887.500000 Penalty: 4968.185547
	Iteration 0F: 3 clusters Score -2281888 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2287531.500000 Penalty: 4968.185547
	Iteration 1F: 3 clusters Score -2287532 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2288390.000000 Penalty: 4968.185547
	Iteration 2F: 3 clusters Score -2288390 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2289660.500000 Penalty: 4968.185547
	Iteration 3F: 3 clusters Score -2289660 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2291158.500000 Penalty: 4968.185547
	Iteration 4F: 3 clusters Score -2291158 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2292489.000000 Penalty: 4968.185547
	Iteration 5F: 3 clusters Score -2292489 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2293371.250000 Penalty: 4968.185547
	Iteration 6F: 3 clusters Score -2293371 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2293887.750000 Penalty: 4968.185547
	Iteration 7Q: 3 clusters Score -2293888 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2294168.750000 Penalty: 4968.185547
	Iteration 8Q: 3 clusters Score -2294169 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2294352.000000 Penalty: 4968.185547
	Iteration 9Q: 3 clusters Score -2294352 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2294470.000000 Penalty: 4968.185547
	Iteration 10Q: 3 clusters Score -2294470 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2294563.750000 Penalty: 4968.185547
	Iteration 11Q: 3 clusters Score -2294564 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2294642.250000 Penalty: 4968.185547
	Iteration 12Q: 3 clusters Score -2294642 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2294695.000000 Penalty: 4968.185547
	Iteration 13Q: 3 clusters Score -2294695 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2294751.750000 Penalty: 4968.185547
	Iteration 14Q: 3 clusters Score -2294752 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2294814.000000 Penalty: 4968.185547
	Iteration 15Q: 3 clusters Score -2294814 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2294872.500000 Penalty: 4968.185547
	Iteration 16Q: 3 clusters Score -2294872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2294919.250000 Penalty: 4968.185547
	Iteration 17Q: 3 clusters Score -2294919 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2294978.250000 Penalty: 4968.185547
	Iteration 18Q: 3 clusters Score -2294978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2295028.250000 Penalty: 4968.185547
	Iteration 19Q: 3 clusters Score -2295028 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2295090.250000 Penalty: 4968.185547
	Iteration 20F: 3 clusters Score -2295090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2295146.250000 Penalty: 4968.185547
	Iteration 21Q: 3 clusters Score -2295146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2295194.250000 Penalty: 4968.185547
	Iteration 22Q: 3 clusters Score -2295194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2295234.500000 Penalty: 4968.185547
	Iteration 23Q: 3 clusters Score -2295234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2295252.750000 Penalty: 4968.185547
	Iteration 24Q: 3 clusters Score -2295253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2295279.750000 Penalty: 4968.185547
	Iteration 25Q: 3 clusters Score -2295280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2295318.750000 Penalty: 4968.185547
	Iteration 26Q: 3 clusters Score -2295319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2295362.250000 Penalty: 4968.185547
	Iteration 27Q: 3 clusters Score -2295362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2295385.000000 Penalty: 4968.185547
	Iteration 28Q: 3 clusters Score -2295385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2295403.750000 Penalty: 4968.185547
	Iteration 29Q: 3 clusters Score -2295404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2295426.500000 Penalty: 4968.185547
	Iteration 30Q: 3 clusters Score -2295426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2295447.500000 Penalty: 4968.185547
	Iteration 31Q: 3 clusters Score -2295448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2295468.250000 Penalty: 4968.185547
	Iteration 32Q: 3 clusters Score -2295468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2295490.250000 Penalty: 4968.185547
	Iteration 33Q: 3 clusters Score -2295490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2295509.250000 Penalty: 4968.185547
	Iteration 34Q: 3 clusters Score -2295509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2295512.750000 Penalty: 4968.185547
	Iteration 35Q: 3 clusters Score -2295513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2295524.500000 Penalty: 4968.185547
	Iteration 36Q: 3 clusters Score -2295524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2295540.750000 Penalty: 4968.185547
	Iteration 37Q: 3 clusters Score -2295541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2295539.000000 Penalty: 4968.185547
	Iteration 38Q: 3 clusters Score -2295539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2295542.750000 Penalty: 4968.185547
	Iteration 39Q: 3 clusters Score -2295543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2295544.750000 Penalty: 4968.185547
	Iteration 40F: 3 clusters Score -2295545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2295547.500000 Penalty: 4968.185547
	Iteration 41Q: 3 clusters Score -2295548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2295552.750000 Penalty: 4968.185547
	Iteration 42Q: 3 clusters Score -2295553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2295552.500000 Penalty: 4968.185547
	Iteration 43Q: 3 clusters Score -2295552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2295558.250000 Penalty: 4968.185547
	Iteration 44Q: 3 clusters Score -2295558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2295561.750000 Penalty: 4968.185547
	Iteration 45Q: 3 clusters Score -2295562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2295564.750000 Penalty: 4968.185547
	Iteration 46Q: 3 clusters Score -2295565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2295566.250000 Penalty: 4968.185547
	Iteration 47Q: 3 clusters Score -2295566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2295568.750000 Penalty: 4968.185547
	Iteration 48Q: 3 clusters Score -2295569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2295570.500000 Penalty: 4968.185547
	Iteration 49Q: 3 clusters Score -2295570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2295572.500000 Penalty: 4968.185547
	Iteration 50Q: 3 clusters Score -2295572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2295577.500000 Penalty: 4968.185547
	Iteration 51Q: 3 clusters Score -2295578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2295577.500000 Penalty: 4968.185547
	Iteration 52F: 3 clusters Score -2295578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Entering Unmasked Estep 
Score: -10173506.000000 Penalty: 2866.489502
	Iteration 0F: 2 clusters Score -1.017351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -10103332.000000 Penalty: 5732.979004
	Iteration 0F: 3 clusters Score -1.010333e+07 nChanged 49737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -10132200.000000 Penalty: 5732.979004
	Iteration 1F: 3 clusters Score -1.01322e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -10133622.000000 Penalty: 5732.979004
	Iteration 2Q: 3 clusters Score -1.013362e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -10136169.000000 Penalty: 5732.979004
	Iteration 3F: 3 clusters Score -1.013617e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -10140062.000000 Penalty: 5732.979004
	Iteration 4F: 3 clusters Score -1.014006e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -10145727.000000 Penalty: 5732.979004
	Iteration 5F: 3 clusters Score -1.014573e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -10152156.000000 Penalty: 5732.979004
	Iteration 6F: 3 clusters Score -1.015216e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -10158097.000000 Penalty: 5732.979004
	Iteration 7F: 3 clusters Score -1.01581e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -10162701.000000 Penalty: 5732.979004
	Iteration 8F: 3 clusters Score -1.01627e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -10165758.000000 Penalty: 5732.979004
	Iteration 9Q: 3 clusters Score -1.016576e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -10167824.000000 Penalty: 5732.979004
	Iteration 10Q: 3 clusters Score -1.016782e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -10169085.000000 Penalty: 5732.979004
	Iteration 11Q: 3 clusters Score -1.016908e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -10169812.000000 Penalty: 5732.979004
	Iteration 12Q: 3 clusters Score -1.016981e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10170267.000000 Penalty: 5732.979004
	Iteration 13Q: 3 clusters Score -1.017027e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10170509.000000 Penalty: 5732.979004
	Iteration 14Q: 3 clusters Score -1.017051e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10170702.000000 Penalty: 5732.979004
	Iteration 15Q: 3 clusters Score -1.01707e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10170846.000000 Penalty: 5732.979004
	Iteration 16Q: 3 clusters Score -1.017085e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -10170977.000000 Penalty: 5732.979004
	Iteration 17Q: 3 clusters Score -1.017098e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10171034.000000 Penalty: 5732.979004
	Iteration 18Q: 3 clusters Score -1.017103e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10171066.000000 Penalty: 5732.979004
	Iteration 19Q: 3 clusters Score -1.017107e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10171099.000000 Penalty: 5732.979004
	Iteration 20F: 3 clusters Score -1.01711e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10171139.000000 Penalty: 5732.979004
	Iteration 21Q: 3 clusters Score -1.017114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10171139.000000 Penalty: 5732.979004
	Iteration 22Q: 3 clusters Score -1.017114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10171166.000000 Penalty: 5732.979004
	Iteration 23Q: 3 clusters Score -1.017117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10171182.000000 Penalty: 5732.979004
	Iteration 24Q: 3 clusters Score -1.017118e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10171192.000000 Penalty: 5732.979004
	Iteration 25Q: 3 clusters Score -1.017119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10171197.000000 Penalty: 5732.979004
	Iteration 26Q: 3 clusters Score -1.01712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10171222.000000 Penalty: 5732.979004
	Iteration 27Q: 3 clusters Score -1.017122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10171236.000000 Penalty: 5732.979004
	Iteration 28Q: 3 clusters Score -1.017124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10171261.000000 Penalty: 5732.979004
	Iteration 29Q: 3 clusters Score -1.017126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10171285.000000 Penalty: 5732.979004
	Iteration 30Q: 3 clusters Score -1.017128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10171284.000000 Penalty: 5732.979004
	Iteration 31Q: 3 clusters Score -1.017128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10171280.000000 Penalty: 5732.979004
	Iteration 32Q: 3 clusters Score -1.017128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10171286.000000 Penalty: 5732.979004
	Iteration 33Q: 3 clusters Score -1.017129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10171291.000000 Penalty: 5732.979004
	Iteration 34Q: 3 clusters Score -1.017129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10171295.000000 Penalty: 5732.979004
	Iteration 35Q: 3 clusters Score -1.01713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10171293.000000 Penalty: 5732.979004
	Iteration 36Q: 3 clusters Score -1.017129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10171298.000000 Penalty: 5732.979004
	Iteration 37Q: 3 clusters Score -1.01713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10171298.000000 Penalty: 5732.979004
	Iteration 38F: 3 clusters Score -1.01713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -732566.125000 Penalty: 2228.638672
	Iteration 0F: 2 clusters Score -732566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -726197.375000 Penalty: 4457.277344
	Iteration 0F: 3 clusters Score -726197.4 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -728177.312500 Penalty: 4457.277344
	Iteration 1F: 3 clusters Score -728177.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -728730.250000 Penalty: 4457.277344
	Iteration 2F: 3 clusters Score -728730.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -729202.000000 Penalty: 4457.277344
	Iteration 3F: 3 clusters Score -729202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -729684.000000 Penalty: 4457.277344
	Iteration 4F: 3 clusters Score -729684 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -730161.250000 Penalty: 4457.277344
	Iteration 5F: 3 clusters Score -730161.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -730591.062500 Penalty: 4457.277344
	Iteration 6F: 3 clusters Score -730591.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -730931.250000 Penalty: 4457.277344
	Iteration 7F: 3 clusters Score -730931.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -731233.187500 Penalty: 4457.277344
	Iteration 8Q: 3 clusters Score -731233.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -731452.062500 Penalty: 4457.277344
	Iteration 9Q: 3 clusters Score -731452.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -731601.125000 Penalty: 4457.277344
	Iteration 10Q: 3 clusters Score -731601.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -731708.187500 Penalty: 4457.277344
	Iteration 11Q: 3 clusters Score -731708.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -731793.812500 Penalty: 4457.277344
	Iteration 12Q: 3 clusters Score -731793.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -731852.625000 Penalty: 4457.277344
	Iteration 13Q: 3 clusters Score -731852.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -731894.562500 Penalty: 4457.277344
	Iteration 14Q: 3 clusters Score -731894.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -731933.750000 Penalty: 4457.277344
	Iteration 15Q: 3 clusters Score -731933.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -731956.125000 Penalty: 4457.277344
	Iteration 16Q: 3 clusters Score -731956.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -731976.250000 Penalty: 4457.277344
	Iteration 17Q: 3 clusters Score -731976.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -731988.875000 Penalty: 4457.277344
	Iteration 18Q: 3 clusters Score -731988.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -732008.687500 Penalty: 4457.277344
	Iteration 19Q: 3 clusters Score -732008.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -732022.250000 Penalty: 4457.277344
	Iteration 20F: 3 clusters Score -732022.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -732033.812500 Penalty: 4457.277344
	Iteration 21Q: 3 clusters Score -732033.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -732042.750000 Penalty: 4457.277344
	Iteration 22Q: 3 clusters Score -732042.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -732048.687500 Penalty: 4457.277344
	Iteration 23Q: 3 clusters Score -732048.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -732055.625000 Penalty: 4457.277344
	Iteration 24Q: 3 clusters Score -732055.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -732066.312500 Penalty: 4457.277344
	Iteration 25Q: 3 clusters Score -732066.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -732075.625000 Penalty: 4457.277344
	Iteration 26Q: 3 clusters Score -732075.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -732086.687500 Penalty: 4457.277344
	Iteration 27Q: 3 clusters Score -732086.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -732095.937500 Penalty: 4457.277344
	Iteration 28Q: 3 clusters Score -732095.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -732102.250000 Penalty: 4457.277344
	Iteration 29Q: 3 clusters Score -732102.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -732108.875000 Penalty: 4457.277344
	Iteration 30Q: 3 clusters Score -732108.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -732116.562500 Penalty: 4457.277344
	Iteration 31Q: 3 clusters Score -732116.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -732126.687500 Penalty: 4457.277344
	Iteration 32Q: 3 clusters Score -732126.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -732136.062500 Penalty: 4457.277344
	Iteration 33Q: 3 clusters Score -732136.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -732144.062500 Penalty: 4457.277344
	Iteration 34Q: 3 clusters Score -732144.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -732151.312500 Penalty: 4457.277344
	Iteration 35Q: 3 clusters Score -732151.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -732163.375000 Penalty: 4457.277344
	Iteration 36Q: 3 clusters Score -732163.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -732174.000000 Penalty: 4457.277344
	Iteration 37Q: 3 clusters Score -732174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -732186.062500 Penalty: 4457.277344
	Iteration 38Q: 3 clusters Score -732186.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -732197.500000 Penalty: 4457.277344
	Iteration 39Q: 3 clusters Score -732197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -732204.812500 Penalty: 4457.277344
	Iteration 40F: 3 clusters Score -732204.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -732207.562500 Penalty: 4457.277344
	Iteration 41Q: 3 clusters Score -732207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -732212.500000 Penalty: 4457.277344
	Iteration 42Q: 3 clusters Score -732212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -732214.937500 Penalty: 4457.277344
	Iteration 43Q: 3 clusters Score -732214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -732218.812500 Penalty: 4457.277344
	Iteration 44Q: 3 clusters Score -732218.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -732222.312500 Penalty: 4457.277344
	Iteration 45Q: 3 clusters Score -732222.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -732228.375000 Penalty: 4457.277344
	Iteration 46Q: 3 clusters Score -732228.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -732230.125000 Penalty: 4457.277344
	Iteration 47Q: 3 clusters Score -732230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -732231.625000 Penalty: 4457.277344
	Iteration 48Q: 3 clusters Score -732231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -732232.312500 Penalty: 4457.277344
	Iteration 49Q: 3 clusters Score -732232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -732233.687500 Penalty: 4457.277344
	Iteration 50Q: 3 clusters Score -732233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -732233.000000 Penalty: 4457.277344
	Iteration 51Q: 3 clusters Score -732233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -732233.500000 Penalty: 4457.277344
	Iteration 52Q: 3 clusters Score -732233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -732233.500000 Penalty: 4457.277344
	Iteration 53Q: 3 clusters Score -732233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -732234.812500 Penalty: 4457.277344
	Iteration 54Q: 3 clusters Score -732234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -732236.812500 Penalty: 4457.277344
	Iteration 55Q: 3 clusters Score -732236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -732239.312500 Penalty: 4457.277344
	Iteration 56Q: 3 clusters Score -732239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -732245.187500 Penalty: 4457.277344
	Iteration 57Q: 3 clusters Score -732245.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -732248.125000 Penalty: 4457.277344
	Iteration 58Q: 3 clusters Score -732248.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -732250.437500 Penalty: 4457.277344
	Iteration 59Q: 3 clusters Score -732250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -732257.312500 Penalty: 4457.277344
	Iteration 60F: 3 clusters Score -732257.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -732261.500000 Penalty: 4457.277344
	Iteration 61Q: 3 clusters Score -732261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -732266.750000 Penalty: 4457.277344
	Iteration 62Q: 3 clusters Score -732266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -732267.687500 Penalty: 4457.277344
	Iteration 63Q: 3 clusters Score -732267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -732267.875000 Penalty: 4457.277344
	Iteration 64Q: 3 clusters Score -732267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -732271.250000 Penalty: 4457.277344
	Iteration 65Q: 3 clusters Score -732271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -732271.000000 Penalty: 4457.277344
	Iteration 66Q: 3 clusters Score -732271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -732273.875000 Penalty: 4457.277344
	Iteration 67Q: 3 clusters Score -732273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -732274.062500 Penalty: 4457.277344
	Iteration 68Q: 3 clusters Score -732274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -732275.062500 Penalty: 4457.277344
	Iteration 69Q: 3 clusters Score -732275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -732280.687500 Penalty: 4457.277344
	Iteration 70Q: 3 clusters Score -732280.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -732284.812500 Penalty: 4457.277344
	Iteration 71Q: 3 clusters Score -732284.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -732290.500000 Penalty: 4457.277344
	Iteration 72Q: 3 clusters Score -732290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -732295.500000 Penalty: 4457.277344
	Iteration 73Q: 3 clusters Score -732295.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -732302.625000 Penalty: 4457.277344
	Iteration 74Q: 3 clusters Score -732302.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -732310.687500 Penalty: 4457.277344
	Iteration 75Q: 3 clusters Score -732310.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -732314.750000 Penalty: 4457.277344
	Iteration 76Q: 3 clusters Score -732314.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -732322.437500 Penalty: 4457.277344
	Iteration 77Q: 3 clusters Score -732322.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -732333.625000 Penalty: 4457.277344
	Iteration 78Q: 3 clusters Score -732333.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -732341.625000 Penalty: 4457.277344
	Iteration 79Q: 3 clusters Score -732341.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -732352.312500 Penalty: 4457.277344
	Iteration 80F: 3 clusters Score -732352.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -732361.875000 Penalty: 4457.277344
	Iteration 81Q: 3 clusters Score -732361.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -732368.687500 Penalty: 4457.277344
	Iteration 82Q: 3 clusters Score -732368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -732374.937500 Penalty: 4457.277344
	Iteration 83Q: 3 clusters Score -732374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -732380.750000 Penalty: 4457.277344
	Iteration 84Q: 3 clusters Score -732380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -732388.062500 Penalty: 4457.277344
	Iteration 85Q: 3 clusters Score -732388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -732391.625000 Penalty: 4457.277344
	Iteration 86Q: 3 clusters Score -732391.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -732394.750000 Penalty: 4457.277344
	Iteration 87Q: 3 clusters Score -732394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -732401.312500 Penalty: 4457.277344
	Iteration 88Q: 3 clusters Score -732401.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -732408.750000 Penalty: 4457.277344
	Iteration 89Q: 3 clusters Score -732408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -732413.312500 Penalty: 4457.277344
	Iteration 90Q: 3 clusters Score -732413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -732423.250000 Penalty: 4457.277344
	Iteration 91Q: 3 clusters Score -732423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -732431.375000 Penalty: 4457.277344
	Iteration 92Q: 3 clusters Score -732431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -732438.562500 Penalty: 4457.277344
	Iteration 93Q: 3 clusters Score -732438.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -732439.812500 Penalty: 4457.277344
	Iteration 94Q: 3 clusters Score -732439.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -732446.687500 Penalty: 4457.277344
	Iteration 95Q: 3 clusters Score -732446.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -732447.562500 Penalty: 4457.277344
	Iteration 96Q: 3 clusters Score -732447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -732450.812500 Penalty: 4457.277344
	Iteration 97Q: 3 clusters Score -732450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -732453.562500 Penalty: 4457.277344
	Iteration 98Q: 3 clusters Score -732453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -732461.125000 Penalty: 4457.277344
	Iteration 99Q: 3 clusters Score -732461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -732465.437500 Penalty: 4457.277344
	Iteration 100F: 3 clusters Score -732465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -732466.437500 Penalty: 4457.277344
	Iteration 101Q: 3 clusters Score -732466.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -732471.750000 Penalty: 4457.277344
	Iteration 102Q: 3 clusters Score -732471.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -732475.625000 Penalty: 4457.277344
	Iteration 103Q: 3 clusters Score -732475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -732479.687500 Penalty: 4457.277344
	Iteration 104Q: 3 clusters Score -732479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -732482.687500 Penalty: 4457.277344
	Iteration 105Q: 3 clusters Score -732482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -732484.125000 Penalty: 4457.277344
	Iteration 106Q: 3 clusters Score -732484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -732486.187500 Penalty: 4457.277344
	Iteration 107Q: 3 clusters Score -732486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -732487.375000 Penalty: 4457.277344
	Iteration 108Q: 3 clusters Score -732487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -732486.562500 Penalty: 4457.277344
	Iteration 109Q: 3 clusters Score -732486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -732486.500000 Penalty: 4457.277344
	Iteration 110Q: 3 clusters Score -732486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -732487.937500 Penalty: 4457.277344
	Iteration 111Q: 3 clusters Score -732487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -732487.937500 Penalty: 4457.277344
	Iteration 112Q: 3 clusters Score -732487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -732487.375000 Penalty: 4457.277344
	Iteration 113Q: 3 clusters Score -732487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -732487.375000 Penalty: 4457.277344
	Iteration 114F: 3 clusters Score -732487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -360460.625000 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -360460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -356663.906250 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -356663.9 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -357522.906250 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -357522.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -357745.406250 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -357745.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -357930.718750 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -357930.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -358098.500000 Penalty: 4097.460938
	Iteration 4F: 3 clusters Score -358098.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -358239.875000 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -358239.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -358349.843750 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -358349.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -358433.593750 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -358433.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -358522.437500 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -358522.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -358617.656250 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -358617.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -358750.937500 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -358750.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -358886.312500 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -358886.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -359012.156250 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -359012.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -359127.656250 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -359127.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -359231.000000 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -359231 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -359304.718750 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -359304.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -359356.125000 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -359356.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -359398.593750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -359398.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -359436.187500 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -359436.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -359468.468750 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -359468.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -359487.593750 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -359487.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -359500.875000 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -359500.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -359512.031250 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -359512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -359520.000000 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -359520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -359528.531250 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -359528.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -359533.625000 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -359533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -359538.812500 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -359538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -359541.000000 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -359541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -359542.468750 Penalty: 4097.460938
	Iteration 28Q: 3 clusters Score -359542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -359542.812500 Penalty: 4097.460938
	Iteration 29Q: 3 clusters Score -359542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -359542.906250 Penalty: 4097.460938
	Iteration 30Q: 3 clusters Score -359542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -359542.906250 Penalty: 4097.460938
	Iteration 31F: 3 clusters Score -359542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -120377.929688 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -120377.9 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 608 members 
Entering Unmasked Estep 
Score: -118277.679688 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -118277.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118612.210938 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -118612.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118702.226562 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -118702.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118739.367188 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -118739.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118763.234375 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -118763.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118776.476562 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -118776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118785.976562 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -118786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118795.648438 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -118795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118804.640625 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -118804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118809.468750 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -118809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118811.250000 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -118811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118812.921875 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -118812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118815.039062 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -118815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118817.695312 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -118817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118821.226562 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -118821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118822.617188 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -118822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118822.617188 Penalty: 3516.678223
	Iteration 16F: 3 clusters Score -118822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -951799.812500 Penalty: 2269.372803
	Iteration 0F: 2 clusters Score -951799.8 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 4721 members 
Entering Unmasked Estep 
Score: -944550.437500 Penalty: 4538.745605
	Iteration 0F: 3 clusters Score -944550.4 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -946588.625000 Penalty: 4538.745605
	Iteration 1F: 3 clusters Score -946588.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -946861.875000 Penalty: 4538.745605
	Iteration 2F: 3 clusters Score -946861.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -947084.875000 Penalty: 4538.745605
	Iteration 3F: 3 clusters Score -947084.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -947246.312500 Penalty: 4538.745605
	Iteration 4Q: 3 clusters Score -947246.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -947398.062500 Penalty: 4538.745605
	Iteration 5Q: 3 clusters Score -947398.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -947554.500000 Penalty: 4538.745605
	Iteration 6Q: 3 clusters Score -947554.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -947716.000000 Penalty: 4538.745605
	Iteration 7Q: 3 clusters Score -947716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -947879.500000 Penalty: 4538.745605
	Iteration 8Q: 3 clusters Score -947879.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -948033.062500 Penalty: 4538.745605
	Iteration 9Q: 3 clusters Score -948033.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -948179.875000 Penalty: 4538.745605
	Iteration 10Q: 3 clusters Score -948179.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -948332.750000 Penalty: 4538.745605
	Iteration 11Q: 3 clusters Score -948332.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -948483.062500 Penalty: 4538.745605
	Iteration 12Q: 3 clusters Score -948483.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -948631.875000 Penalty: 4538.745605
	Iteration 13Q: 3 clusters Score -948631.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -948758.875000 Penalty: 4538.745605
	Iteration 14Q: 3 clusters Score -948758.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -948894.500000 Penalty: 4538.745605
	Iteration 15Q: 3 clusters Score -948894.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -949022.812500 Penalty: 4538.745605
	Iteration 16Q: 3 clusters Score -949022.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -949137.187500 Penalty: 4538.745605
	Iteration 17Q: 3 clusters Score -949137.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -949246.187500 Penalty: 4538.745605
	Iteration 18Q: 3 clusters Score -949246.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -949355.500000 Penalty: 4538.745605
	Iteration 19Q: 3 clusters Score -949355.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -949442.812500 Penalty: 4538.745605
	Iteration 20F: 3 clusters Score -949442.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -949513.125000 Penalty: 4538.745605
	Iteration 21Q: 3 clusters Score -949513.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -949578.125000 Penalty: 4538.745605
	Iteration 22Q: 3 clusters Score -949578.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -949615.437500 Penalty: 4538.745605
	Iteration 23Q: 3 clusters Score -949615.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -949654.812500 Penalty: 4538.745605
	Iteration 24Q: 3 clusters Score -949654.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -949680.312500 Penalty: 4538.745605
	Iteration 25Q: 3 clusters Score -949680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -949701.500000 Penalty: 4538.745605
	Iteration 26Q: 3 clusters Score -949701.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -949718.625000 Penalty: 4538.745605
	Iteration 27Q: 3 clusters Score -949718.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -949729.812500 Penalty: 4538.745605
	Iteration 28Q: 3 clusters Score -949729.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -949739.562500 Penalty: 4538.745605
	Iteration 29Q: 3 clusters Score -949739.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -949750.687500 Penalty: 4538.745605
	Iteration 30Q: 3 clusters Score -949750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -949756.437500 Penalty: 4538.745605
	Iteration 31Q: 3 clusters Score -949756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -949765.437500 Penalty: 4538.745605
	Iteration 32Q: 3 clusters Score -949765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -949774.625000 Penalty: 4538.745605
	Iteration 33Q: 3 clusters Score -949774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -949778.937500 Penalty: 4538.745605
	Iteration 34Q: 3 clusters Score -949778.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -949782.937500 Penalty: 4538.745605
	Iteration 35Q: 3 clusters Score -949782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -949785.937500 Penalty: 4538.745605
	Iteration 36Q: 3 clusters Score -949785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -949792.312500 Penalty: 4538.745605
	Iteration 37Q: 3 clusters Score -949792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -949799.500000 Penalty: 4538.745605
	Iteration 38Q: 3 clusters Score -949799.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -949802.062500 Penalty: 4538.745605
	Iteration 39Q: 3 clusters Score -949802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -949807.562500 Penalty: 4538.745605
	Iteration 40F: 3 clusters Score -949807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -949808.812500 Penalty: 4538.745605
	Iteration 41Q: 3 clusters Score -949808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -949811.000000 Penalty: 4538.745605
	Iteration 42Q: 3 clusters Score -949811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -949811.875000 Penalty: 4538.745605
	Iteration 43Q: 3 clusters Score -949811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -949811.875000 Penalty: 4538.745605
	Iteration 44F: 3 clusters Score -949811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -601240.750000 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -601240.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -596006.375000 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -596006.4 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -597319.562500 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -597319.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -597584.062500 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -597584.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -597768.375000 Penalty: 4327.770996
	Iteration 3F: 3 clusters Score -597768.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -597931.562500 Penalty: 4327.770996
	Iteration 4Q: 3 clusters Score -597931.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -598102.125000 Penalty: 4327.770996
	Iteration 5Q: 3 clusters Score -598102.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -598272.000000 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -598272 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -598426.312500 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -598426.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -598557.187500 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -598557.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -598672.562500 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -598672.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -598784.937500 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -598784.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -598881.125000 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -598881.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -598953.000000 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -598953 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -599015.875000 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -599015.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -599066.125000 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -599066.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -599109.500000 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -599109.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -599149.687500 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -599149.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -599191.500000 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -599191.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -599232.437500 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -599232.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -599263.187500 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -599263.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -599288.375000 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -599288.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -599310.312500 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -599310.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -599333.500000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -599333.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -599356.687500 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -599356.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -599375.937500 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -599375.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -599396.937500 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -599396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -599409.625000 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -599409.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -599422.937500 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -599422.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -599436.937500 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -599436.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -599443.125000 Penalty: 4327.770996
	Iteration 29Q: 3 clusters Score -599443.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -599453.187500 Penalty: 4327.770996
	Iteration 30Q: 3 clusters Score -599453.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -599466.187500 Penalty: 4327.770996
	Iteration 31Q: 3 clusters Score -599466.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -599481.000000 Penalty: 4327.770996
	Iteration 32Q: 3 clusters Score -599481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -599497.562500 Penalty: 4327.770996
	Iteration 33Q: 3 clusters Score -599497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -599508.500000 Penalty: 4327.770996
	Iteration 34Q: 3 clusters Score -599508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -599514.000000 Penalty: 4327.770996
	Iteration 35Q: 3 clusters Score -599514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -599517.750000 Penalty: 4327.770996
	Iteration 36Q: 3 clusters Score -599517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -599522.000000 Penalty: 4327.770996
	Iteration 37Q: 3 clusters Score -599522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -599525.687500 Penalty: 4327.770996
	Iteration 38Q: 3 clusters Score -599525.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -599529.750000 Penalty: 4327.770996
	Iteration 39Q: 3 clusters Score -599529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -599531.562500 Penalty: 4327.770996
	Iteration 40F: 3 clusters Score -599531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -599532.625000 Penalty: 4327.770996
	Iteration 41Q: 3 clusters Score -599532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -599532.750000 Penalty: 4327.770996
	Iteration 42Q: 3 clusters Score -599532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -599532.750000 Penalty: 4327.770996
	Iteration 43F: 3 clusters Score -599532.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -707668.625000 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -707668.6 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 3679 members 
Entering Unmasked Estep 
Score: -701616.812500 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -701616.8 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -703303.437500 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -703303.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -703695.375000 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -703695.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -704028.375000 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -704028.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -704396.687500 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -704396.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -704732.375000 Penalty: 4418.712402
	Iteration 5F: 3 clusters Score -704732.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -705051.750000 Penalty: 4418.712402
	Iteration 6F: 3 clusters Score -705051.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -705287.187500 Penalty: 4418.712402
	Iteration 7Q: 3 clusters Score -705287.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -705483.000000 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -705483 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -705625.187500 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -705625.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -705734.687500 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -705734.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -705824.687500 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -705824.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -705875.062500 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -705875.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -705902.437500 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -705902.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -705921.437500 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -705921.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -705935.250000 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -705935.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -705942.812500 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -705942.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -705949.875000 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -705949.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -705954.125000 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -705954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -705958.187500 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -705958.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -705964.187500 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -705964.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -705965.750000 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -705965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -705967.812500 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -705967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -705967.562500 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -705967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -705968.375000 Penalty: 4418.712402
	Iteration 24Q: 3 clusters Score -705968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -705974.250000 Penalty: 4418.712402
	Iteration 25Q: 3 clusters Score -705974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -705974.875000 Penalty: 4418.712402
	Iteration 26Q: 3 clusters Score -705974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -705973.062500 Penalty: 4418.712402
	Iteration 27Q: 3 clusters Score -705973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -705973.062500 Penalty: 4418.712402
	Iteration 28F: 3 clusters Score -705973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -191762.375000 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -191762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -189047.015625 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -189047 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -189650.625000 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -189650.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -189828.843750 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -189828.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -189952.578125 Penalty: 3818.222412
	Iteration 3F: 3 clusters Score -189952.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -190032.328125 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -190032.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -190103.421875 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -190103.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -190190.593750 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -190190.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -190277.859375 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -190277.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -190384.734375 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -190384.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -190491.750000 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -190491.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -190608.953125 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -190609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190684.843750 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -190684.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -190759.687500 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -190759.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -190802.796875 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -190802.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -190840.421875 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -190840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -190860.078125 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -190860.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -190873.812500 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -190873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -190887.906250 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -190887.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -190900.546875 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -190900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -190907.015625 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -190907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -190910.750000 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -190910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -190913.281250 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -190913.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -190913.281250 Penalty: 3818.222412
	Iteration 22F: 3 clusters Score -190913.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -236338.375000 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -236338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233355.828125 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -233355.8 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -234046.187500 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -234046.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -234275.328125 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -234275.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -234436.765625 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -234436.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -234546.546875 Penalty: 3903.412842
	Iteration 4Q: 3 clusters Score -234546.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -234603.093750 Penalty: 3903.412842
	Iteration 5Q: 3 clusters Score -234603.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -234656.453125 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -234656.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -234705.375000 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -234705.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -234771.187500 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -234771.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -234839.843750 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -234839.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -234906.484375 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -234906.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -234981.468750 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -234981.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -235033.359375 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -235033.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -235070.890625 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -235070.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -235092.062500 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -235092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -235102.734375 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -235102.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -235113.062500 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -235113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -235121.781250 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -235121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -235127.937500 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -235127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -235133.093750 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -235133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -235135.796875 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -235135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -235139.531250 Penalty: 3903.412842
	Iteration 21Q: 3 clusters Score -235139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -235139.921875 Penalty: 3903.412842
	Iteration 22Q: 3 clusters Score -235139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -235139.921875 Penalty: 3903.412842
	Iteration 23F: 3 clusters Score -235139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Entering Unmasked Estep 
Score: -2860248.250000 Penalty: 2544.421143
	Iteration 0F: 2 clusters Score -2860248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2840800.750000 Penalty: 5088.842285
	Iteration 0F: 3 clusters Score -2840801 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2847835.750000 Penalty: 5088.842285
	Iteration 1F: 3 clusters Score -2847836 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2848405.000000 Penalty: 5088.842285
	Iteration 2F: 3 clusters Score -2848405 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2849005.500000 Penalty: 5088.842285
	Iteration 3F: 3 clusters Score -2849006 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2849682.500000 Penalty: 5088.842285
	Iteration 4F: 3 clusters Score -2849682 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2850469.000000 Penalty: 5088.842285
	Iteration 5F: 3 clusters Score -2850469 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2851357.250000 Penalty: 5088.842285
	Iteration 6F: 3 clusters Score -2851357 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2852268.500000 Penalty: 5088.842285
	Iteration 7F: 3 clusters Score -2852268 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2853030.250000 Penalty: 5088.842285
	Iteration 8F: 3 clusters Score -2853030 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2853652.000000 Penalty: 5088.842285
	Iteration 9Q: 3 clusters Score -2853652 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2854136.750000 Penalty: 5088.842285
	Iteration 10Q: 3 clusters Score -2854137 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2854547.250000 Penalty: 5088.842285
	Iteration 11Q: 3 clusters Score -2854547 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2854894.500000 Penalty: 5088.842285
	Iteration 12Q: 3 clusters Score -2854894 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2855213.750000 Penalty: 5088.842285
	Iteration 13Q: 3 clusters Score -2855214 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2855501.000000 Penalty: 5088.842285
	Iteration 14Q: 3 clusters Score -2855501 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2855779.250000 Penalty: 5088.842285
	Iteration 15Q: 3 clusters Score -2855779 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2856050.000000 Penalty: 5088.842285
	Iteration 16Q: 3 clusters Score -2856050 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2856306.750000 Penalty: 5088.842285
	Iteration 17Q: 3 clusters Score -2856307 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2856578.500000 Penalty: 5088.842285
	Iteration 18Q: 3 clusters Score -2856578 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2856808.750000 Penalty: 5088.842285
	Iteration 19Q: 3 clusters Score -2856809 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2857040.500000 Penalty: 5088.842285
	Iteration 20F: 3 clusters Score -2857040 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2857252.250000 Penalty: 5088.842285
	Iteration 21Q: 3 clusters Score -2857252 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2857400.000000 Penalty: 5088.842285
	Iteration 22Q: 3 clusters Score -2857400 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2857509.500000 Penalty: 5088.842285
	Iteration 23Q: 3 clusters Score -2857510 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2857590.500000 Penalty: 5088.842285
	Iteration 24Q: 3 clusters Score -2857590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2857650.750000 Penalty: 5088.842285
	Iteration 25Q: 3 clusters Score -2857651 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2857698.750000 Penalty: 5088.842285
	Iteration 26Q: 3 clusters Score -2857699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2857742.500000 Penalty: 5088.842285
	Iteration 27Q: 3 clusters Score -2857742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2857786.250000 Penalty: 5088.842285
	Iteration 28Q: 3 clusters Score -2857786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2857821.000000 Penalty: 5088.842285
	Iteration 29Q: 3 clusters Score -2857821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2857846.750000 Penalty: 5088.842285
	Iteration 30Q: 3 clusters Score -2857847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2857873.750000 Penalty: 5088.842285
	Iteration 31Q: 3 clusters Score -2857874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2857902.250000 Penalty: 5088.842285
	Iteration 32Q: 3 clusters Score -2857902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2857909.000000 Penalty: 5088.842285
	Iteration 33Q: 3 clusters Score -2857909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2857913.500000 Penalty: 5088.842285
	Iteration 34Q: 3 clusters Score -2857914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2857925.500000 Penalty: 5088.842285
	Iteration 35Q: 3 clusters Score -2857926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2857932.000000 Penalty: 5088.842285
	Iteration 36Q: 3 clusters Score -2857932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2857944.000000 Penalty: 5088.842285
	Iteration 37Q: 3 clusters Score -2857944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2857955.750000 Penalty: 5088.842285
	Iteration 38Q: 3 clusters Score -2857956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2857959.750000 Penalty: 5088.842285
	Iteration 39Q: 3 clusters Score -2857960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2857962.250000 Penalty: 5088.842285
	Iteration 40F: 3 clusters Score -2857962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2857966.750000 Penalty: 5088.842285
	Iteration 41Q: 3 clusters Score -2857967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2857976.750000 Penalty: 5088.842285
	Iteration 42Q: 3 clusters Score -2857977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2857975.500000 Penalty: 5088.842285
	Iteration 43Q: 3 clusters Score -2857976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2857977.500000 Penalty: 5088.842285
	Iteration 44Q: 3 clusters Score -2857978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2857974.250000 Penalty: 5088.842285
	Iteration 45Q: 3 clusters Score -2857974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2857977.750000 Penalty: 5088.842285
	Iteration 46Q: 3 clusters Score -2857978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2857979.750000 Penalty: 5088.842285
	Iteration 47Q: 3 clusters Score -2857980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2857989.500000 Penalty: 5088.842285
	Iteration 48Q: 3 clusters Score -2857990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2857990.500000 Penalty: 5088.842285
	Iteration 49Q: 3 clusters Score -2857990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2857988.000000 Penalty: 5088.842285
	Iteration 50Q: 3 clusters Score -2857988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2857989.000000 Penalty: 5088.842285
	Iteration 51Q: 3 clusters Score -2857989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2857992.500000 Penalty: 5088.842285
	Iteration 52Q: 3 clusters Score -2857992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2857993.500000 Penalty: 5088.842285
	Iteration 53Q: 3 clusters Score -2857994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2857993.250000 Penalty: 5088.842285
	Iteration 54Q: 3 clusters Score -2857993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2857996.250000 Penalty: 5088.842285
	Iteration 55Q: 3 clusters Score -2857996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2857998.750000 Penalty: 5088.842285
	Iteration 56Q: 3 clusters Score -2857999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2857995.500000 Penalty: 5088.842285
	Iteration 57Q: 3 clusters Score -2857996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2857997.000000 Penalty: 5088.842285
	Iteration 58Q: 3 clusters Score -2857997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2857999.500000 Penalty: 5088.842285
	Iteration 59Q: 3 clusters Score -2858000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2857999.500000 Penalty: 5088.842285
	Iteration 60F: 3 clusters Score -2858000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -126440.593750 Penalty: 1791.015259
	Iteration 0F: 2 clusters Score -126440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -124270.914062 Penalty: 3582.030518
	Iteration 0F: 3 clusters Score -124270.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -124610.281250 Penalty: 3582.030518
	Iteration 1F: 3 clusters Score -124610.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124713.312500 Penalty: 3582.030518
	Iteration 2F: 3 clusters Score -124713.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124767.578125 Penalty: 3582.030518
	Iteration 3Q: 3 clusters Score -124767.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -124797.171875 Penalty: 3582.030518
	Iteration 4Q: 3 clusters Score -124797.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124813.679688 Penalty: 3582.030518
	Iteration 5Q: 3 clusters Score -124813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -124826.101562 Penalty: 3582.030518
	Iteration 6Q: 3 clusters Score -124826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -124832.507812 Penalty: 3582.030518
	Iteration 7Q: 3 clusters Score -124832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -124837.828125 Penalty: 3582.030518
	Iteration 8Q: 3 clusters Score -124837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -124841.937500 Penalty: 3582.030518
	Iteration 9Q: 3 clusters Score -124841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -124846.195312 Penalty: 3582.030518
	Iteration 10Q: 3 clusters Score -124846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -124851.867188 Penalty: 3582.030518
	Iteration 11Q: 3 clusters Score -124851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -124856.765625 Penalty: 3582.030518
	Iteration 12Q: 3 clusters Score -124856.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -124862.242188 Penalty: 3582.030518
	Iteration 13Q: 3 clusters Score -124862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -124863.617188 Penalty: 3582.030518
	Iteration 14Q: 3 clusters Score -124863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -124863.617188 Penalty: 3582.030518
	Iteration 15F: 3 clusters Score -124863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (30132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Entering Unmasked Estep 
Score: -3065111.500000 Penalty: 2557.708984
	Iteration 0F: 2 clusters Score -3065112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3044542.250000 Penalty: 5115.417969
	Iteration 0F: 3 clusters Score -3044542 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3053970.000000 Penalty: 5115.417969
	Iteration 1F: 3 clusters Score -3053970 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3059322.500000 Penalty: 5115.417969
	Iteration 2F: 3 clusters Score -3059322 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3065213.250000 Penalty: 5115.417969
	Iteration 3F: 3 clusters Score -3065213 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3069334.500000 Penalty: 5115.417969
	Iteration 4F: 3 clusters Score -3069334 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3072100.500000 Penalty: 5115.417969
	Iteration 5F: 3 clusters Score -3072100 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3074066.000000 Penalty: 5115.417969
	Iteration 6Q: 3 clusters Score -3074066 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3075629.250000 Penalty: 5115.417969
	Iteration 7Q: 3 clusters Score -3075629 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3076677.250000 Penalty: 5115.417969
	Iteration 8Q: 3 clusters Score -3076677 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3077189.000000 Penalty: 5115.417969
	Iteration 9Q: 3 clusters Score -3077189 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3077377.750000 Penalty: 5115.417969
	Iteration 10Q: 3 clusters Score -3077378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3077393.500000 Penalty: 5115.417969
	Iteration 11Q: 3 clusters Score -3077394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3077397.500000 Penalty: 5115.417969
	Iteration 12Q: 3 clusters Score -3077398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3077397.000000 Penalty: 5115.417969
	Iteration 13Q: 3 clusters Score -3077397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3077389.000000 Penalty: 5115.417969
	Iteration 14Q: 3 clusters Score -3077389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3077391.500000 Penalty: 5115.417969
	Iteration 15Q: 3 clusters Score -3077392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3077391.500000 Penalty: 5115.417969
	Iteration 16F: 3 clusters Score -3077392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 12039 members 
Mstep: Class 6 contains 24457 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 36596 members 
Mstep: Class 19 contains 12213 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 62461 members 
Mstep: Class 22 contains 14418 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5506 members 
Mstep: Class 29 contains 11852 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 104655 members 
Mstep: Class 32 contains 7994 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9421 members 
Mstep: Class 36 contains 6157 members 
Mstep: Class 37 contains 7396 members 
Mstep: Class 38 contains 2204 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28560 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25315 members 
Mstep: Class 43 contains 12001 members 
Mstep: Class 44 contains 3708 members 
Mstep: Class 45 contains 2797 members 
Mstep: Class 46 contains 3214 members 
Mstep: Class 47 contains 6283 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4707 members 
Mstep: Class 51 contains 4817 members 
Entering Unmasked Estep 
Score: -58959908.000000 Penalty: 168820.187500
Splitting cluster 42 changes total score from -58948184.000000 to -58959908.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 43 (12001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Entering Unmasked Estep 
Score: -1180730.875000 Penalty: 2329.400879
	Iteration 0F: 2 clusters Score -1180731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1171762.375000 Penalty: 4658.801758
	Iteration 0F: 3 clusters Score -1171762 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1174435.125000 Penalty: 4658.801758
	Iteration 1F: 3 clusters Score -1174435 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1174786.875000 Penalty: 4658.801758
	Iteration 2F: 3 clusters Score -1174787 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1175062.125000 Penalty: 4658.801758
	Iteration 3F: 3 clusters Score -1175062 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1175355.500000 Penalty: 4658.801758
	Iteration 4Q: 3 clusters Score -1175356 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1175740.375000 Penalty: 4658.801758
	Iteration 5F: 3 clusters Score -1175740 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1176279.750000 Penalty: 4658.801758
	Iteration 6F: 3 clusters Score -1176280 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1176887.875000 Penalty: 4658.801758
	Iteration 7F: 3 clusters Score -1176888 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1177409.500000 Penalty: 4658.801758
	Iteration 8F: 3 clusters Score -1177410 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1177833.000000 Penalty: 4658.801758
	Iteration 9Q: 3 clusters Score -1177833 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1178120.875000 Penalty: 4658.801758
	Iteration 10Q: 3 clusters Score -1178121 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1178315.750000 Penalty: 4658.801758
	Iteration 11Q: 3 clusters Score -1178316 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1178439.625000 Penalty: 4658.801758
	Iteration 12Q: 3 clusters Score -1178440 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1178529.000000 Penalty: 4658.801758
	Iteration 13Q: 3 clusters Score -1178529 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1178590.000000 Penalty: 4658.801758
	Iteration 14Q: 3 clusters Score -1178590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1178643.125000 Penalty: 4658.801758
	Iteration 15Q: 3 clusters Score -1178643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1178693.125000 Penalty: 4658.801758
	Iteration 16Q: 3 clusters Score -1178693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1178741.000000 Penalty: 4658.801758
	Iteration 17Q: 3 clusters Score -1178741 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1178793.875000 Penalty: 4658.801758
	Iteration 18Q: 3 clusters Score -1178794 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1178853.750000 Penalty: 4658.801758
	Iteration 19Q: 3 clusters Score -1178854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1178909.125000 Penalty: 4658.801758
	Iteration 20F: 3 clusters Score -1178909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1178994.375000 Penalty: 4658.801758
	Iteration 21Q: 3 clusters Score -1178994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1179108.875000 Penalty: 4658.801758
	Iteration 22Q: 3 clusters Score -1179109 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1179277.625000 Penalty: 4658.801758
	Iteration 23Q: 3 clusters Score -1179278 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1179629.375000 Penalty: 4658.801758
	Iteration 24Q: 3 clusters Score -1179629 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1180305.625000 Penalty: 4658.801758
	Iteration 25Q: 3 clusters Score -1180306 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1181301.750000 Penalty: 4658.801758
	Iteration 26Q: 3 clusters Score -1181302 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1182064.375000 Penalty: 4658.801758
	Iteration 27Q: 3 clusters Score -1182064 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1182318.750000 Penalty: 4658.801758
	Iteration 28Q: 3 clusters Score -1182319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1182392.125000 Penalty: 4658.801758
	Iteration 29Q: 3 clusters Score -1182392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1182427.750000 Penalty: 4658.801758
	Iteration 30Q: 3 clusters Score -1182428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1182445.500000 Penalty: 4658.801758
	Iteration 31Q: 3 clusters Score -1182446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1182462.625000 Penalty: 4658.801758
	Iteration 32Q: 3 clusters Score -1182463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1182473.000000 Penalty: 4658.801758
	Iteration 33Q: 3 clusters Score -1182473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1182481.625000 Penalty: 4658.801758
	Iteration 34Q: 3 clusters Score -1182482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1182487.625000 Penalty: 4658.801758
	Iteration 35Q: 3 clusters Score -1182488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1182487.125000 Penalty: 4658.801758
	Iteration 36Q: 3 clusters Score -1182487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1182494.750000 Penalty: 4658.801758
	Iteration 37Q: 3 clusters Score -1182495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1182494.000000 Penalty: 4658.801758
	Iteration 38Q: 3 clusters Score -1182494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1182495.875000 Penalty: 4658.801758
	Iteration 39Q: 3 clusters Score -1182496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1182499.125000 Penalty: 4658.801758
	Iteration 40F: 3 clusters Score -1182499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1182501.000000 Penalty: 4658.801758
	Iteration 41Q: 3 clusters Score -1182501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1182504.500000 Penalty: 4658.801758
	Iteration 42Q: 3 clusters Score -1182504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1182500.375000 Penalty: 4658.801758
	Iteration 43Q: 3 clusters Score -1182500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1182501.375000 Penalty: 4658.801758
	Iteration 44Q: 3 clusters Score -1182501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1182502.125000 Penalty: 4658.801758
	Iteration 45Q: 3 clusters Score -1182502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1182504.125000 Penalty: 4658.801758
	Iteration 46Q: 3 clusters Score -1182504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1182508.000000 Penalty: 4658.801758
	Iteration 47Q: 3 clusters Score -1182508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1182504.625000 Penalty: 4658.801758
	Iteration 48Q: 3 clusters Score -1182505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1182508.625000 Penalty: 4658.801758
	Iteration 49Q: 3 clusters Score -1182509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1182507.375000 Penalty: 4658.801758
	Iteration 50Q: 3 clusters Score -1182507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1182507.375000 Penalty: 4658.801758
	Iteration 51F: 3 clusters Score -1182507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 12039 members 
Mstep: Class 6 contains 24457 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 36596 members 
Mstep: Class 19 contains 12213 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 62461 members 
Mstep: Class 22 contains 14418 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5506 members 
Mstep: Class 29 contains 11852 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 104655 members 
Mstep: Class 32 contains 7994 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9421 members 
Mstep: Class 36 contains 6157 members 
Mstep: Class 37 contains 7396 members 
Mstep: Class 38 contains 2204 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28560 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25315 members 
Mstep: Class 43 contains 6234 members 
Mstep: Class 44 contains 3708 members 
Mstep: Class 45 contains 2797 members 
Mstep: Class 46 contains 3214 members 
Mstep: Class 47 contains 6283 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4707 members 
Mstep: Class 51 contains 4817 members 
Mstep: Class 52 contains 5767 members 
Entering Unmasked Estep 
Score: -58960556.000000 Penalty: 172130.390625
Splitting cluster 43 changes total score from -58948184.000000 to -58960556.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 44 (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: -342212.406250 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -342212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -338451.593750 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -338451.6 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -339321.781250 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -339321.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -339546.062500 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -339546.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -339671.468750 Penalty: 4076.251221
	Iteration 3Q: 3 clusters Score -339671.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -339764.687500 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -339764.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -339834.656250 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -339834.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -339904.250000 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -339904.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -339968.718750 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -339968.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -340033.468750 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -340033.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -340087.281250 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -340087.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -340141.718750 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -340141.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -340192.062500 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -340192.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -340230.968750 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -340231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -340262.031250 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -340262 nChanged 47
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: -340291.718750 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -340291.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -340327.781250 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -340327.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -340360.437500 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -340360.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -340391.687500 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -340391.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -340422.750000 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -340422.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -340453.937500 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -340453.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -340486.062500 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -340486.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -340510.875000 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -340510.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -340529.312500 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -340529.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -340547.156250 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -340547.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -340567.156250 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -340567.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -340592.125000 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -340592.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -340617.687500 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -340617.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -340640.281250 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -340640.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -340654.156250 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -340654.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -340664.406250 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -340664.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -340672.156250 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -340672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340680.093750 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -340680.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -340691.718750 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -340691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -340698.218750 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -340698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -340704.968750 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -340705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -340709.125000 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -340709.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -340713.062500 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -340713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -340717.156250 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -340717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -340718.812500 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -340718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -340720.187500 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -340720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -340721.437500 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -340721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -340722.406250 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -340722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -340722.812500 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -340722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -340724.031250 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -340724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -340724.906250 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -340724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -340726.250000 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -340726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -340726.500000 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -340726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -340727.875000 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -340727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -340727.375000 Penalty: 4076.251221
	Iteration 48Q: 3 clusters Score -340727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -340727.375000 Penalty: 4076.251221
	Iteration 49F: 3 clusters Score -340727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -283990.625000 Penalty: 1968.203003
	Iteration 0F: 2 clusters Score -283990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -280842.843750 Penalty: 3936.406006
	Iteration 0F: 3 clusters Score -280842.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -281443.468750 Penalty: 3936.406006
	Iteration 1F: 3 clusters Score -281443.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -281588.187500 Penalty: 3936.406006
	Iteration 2F: 3 clusters Score -281588.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -281673.312500 Penalty: 3936.406006
	Iteration 3Q: 3 clusters Score -281673.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -281724.875000 Penalty: 3936.406006
	Iteration 4Q: 3 clusters Score -281724.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -281763.437500 Penalty: 3936.406006
	Iteration 5Q: 3 clusters Score -281763.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -281782.875000 Penalty: 3936.406006
	Iteration 6Q: 3 clusters Score -281782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -281798.906250 Penalty: 3936.406006
	Iteration 7Q: 3 clusters Score -281798.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -281811.500000 Penalty: 3936.406006
	Iteration 8Q: 3 clusters Score -281811.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -281821.562500 Penalty: 3936.406006
	Iteration 9Q: 3 clusters Score -281821.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -281836.562500 Penalty: 3936.406006
	Iteration 10Q: 3 clusters Score -281836.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -281850.375000 Penalty: 3936.406006
	Iteration 11Q: 3 clusters Score -281850.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -281859.968750 Penalty: 3936.406006
	Iteration 12Q: 3 clusters Score -281860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -281869.187500 Penalty: 3936.406006
	Iteration 13Q: 3 clusters Score -281869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281873.750000 Penalty: 3936.406006
	Iteration 14Q: 3 clusters Score -281873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281876.906250 Penalty: 3936.406006
	Iteration 15Q: 3 clusters Score -281876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281879.187500 Penalty: 3936.406006
	Iteration 16Q: 3 clusters Score -281879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281879.468750 Penalty: 3936.406006
	Iteration 17Q: 3 clusters Score -281879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281879.656250 Penalty: 3936.406006
	Iteration 18Q: 3 clusters Score -281879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -281879.718750 Penalty: 3936.406006
	Iteration 19Q: 3 clusters Score -281879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -281879.718750 Penalty: 3936.406006
	Iteration 20F: 3 clusters Score -281879.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -290725.562500 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -290725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -287309.312500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -287309.3 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -288075.312500 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -288075.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -288222.406250 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -288222.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -288315.500000 Penalty: 4005.334717
	Iteration 3Q: 3 clusters Score -288315.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -288374.031250 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -288374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -288426.468750 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -288426.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -288464.156250 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -288464.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -288505.000000 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -288505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -288540.531250 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -288540.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -288574.875000 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -288574.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -288613.656250 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -288613.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -288645.531250 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -288645.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -288664.906250 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -288664.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288683.531250 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -288683.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -288699.687500 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -288699.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -288712.906250 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -288712.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -288728.781250 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -288728.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -288749.531250 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -288749.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288764.156250 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -288764.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288777.968750 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -288778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -288794.781250 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -288794.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -288809.906250 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -288809.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -288821.781250 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -288821.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288828.156250 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -288828.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288837.687500 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -288837.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -288847.781250 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -288847.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -288855.312500 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -288855.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288863.437500 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -288863.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -288872.343750 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -288872.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288880.875000 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -288880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -288890.937500 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -288890.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288899.843750 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -288899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288905.875000 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -288905.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288913.062500 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -288913.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -288924.875000 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -288924.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -288939.343750 Penalty: 4005.334717
	Iteration 35Q: 3 clusters Score -288939.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -288959.343750 Penalty: 4005.334717
	Iteration 36Q: 3 clusters Score -288959.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -288977.875000 Penalty: 4005.334717
	Iteration 37Q: 3 clusters Score -288977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288991.500000 Penalty: 4005.334717
	Iteration 38Q: 3 clusters Score -288991.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289007.468750 Penalty: 4005.334717
	Iteration 39Q: 3 clusters Score -289007.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -289030.125000 Penalty: 4005.334717
	Iteration 40F: 3 clusters Score -289030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289049.125000 Penalty: 4005.334717
	Iteration 41Q: 3 clusters Score -289049.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -289069.625000 Penalty: 4005.334717
	Iteration 42Q: 3 clusters Score -289069.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -289094.656250 Penalty: 4005.334717
	Iteration 43Q: 3 clusters Score -289094.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -289126.718750 Penalty: 4005.334717
	Iteration 44Q: 3 clusters Score -289126.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -289158.406250 Penalty: 4005.334717
	Iteration 45Q: 3 clusters Score -289158.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -289190.312500 Penalty: 4005.334717
	Iteration 46Q: 3 clusters Score -289190.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -289227.437500 Penalty: 4005.334717
	Iteration 47Q: 3 clusters Score -289227.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289270.062500 Penalty: 4005.334717
	Iteration 48Q: 3 clusters Score -289270.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289307.750000 Penalty: 4005.334717
	Iteration 49Q: 3 clusters Score -289307.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -289339.531250 Penalty: 4005.334717
	Iteration 50Q: 3 clusters Score -289339.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -289363.875000 Penalty: 4005.334717
	Iteration 51Q: 3 clusters Score -289363.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -289387.468750 Penalty: 4005.334717
	Iteration 52Q: 3 clusters Score -289387.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -289406.375000 Penalty: 4005.334717
	Iteration 53Q: 3 clusters Score -289406.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -289422.312500 Penalty: 4005.334717
	Iteration 54Q: 3 clusters Score -289422.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -289441.593750 Penalty: 4005.334717
	Iteration 55Q: 3 clusters Score -289441.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -289455.250000 Penalty: 4005.334717
	Iteration 56Q: 3 clusters Score -289455.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -289473.531250 Penalty: 4005.334717
	Iteration 57Q: 3 clusters Score -289473.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -289485.093750 Penalty: 4005.334717
	Iteration 58Q: 3 clusters Score -289485.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -289491.937500 Penalty: 4005.334717
	Iteration 59Q: 3 clusters Score -289491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289496.656250 Penalty: 4005.334717
	Iteration 60F: 3 clusters Score -289496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -289502.906250 Penalty: 4005.334717
	Iteration 61Q: 3 clusters Score -289502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289508.437500 Penalty: 4005.334717
	Iteration 62Q: 3 clusters Score -289508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289512.156250 Penalty: 4005.334717
	Iteration 63Q: 3 clusters Score -289512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289513.218750 Penalty: 4005.334717
	Iteration 64Q: 3 clusters Score -289513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289515.250000 Penalty: 4005.334717
	Iteration 65Q: 3 clusters Score -289515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -289515.781250 Penalty: 4005.334717
	Iteration 66Q: 3 clusters Score -289515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289516.125000 Penalty: 4005.334717
	Iteration 67Q: 3 clusters Score -289516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -289516.562500 Penalty: 4005.334717
	Iteration 68Q: 3 clusters Score -289516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289517.187500 Penalty: 4005.334717
	Iteration 69Q: 3 clusters Score -289517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289517.187500 Penalty: 4005.334717
	Iteration 70F: 3 clusters Score -289517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -634641.687500 Penalty: 2168.909424
	Iteration 0F: 2 clusters Score -634641.7 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 3091 members 
Entering Unmasked Estep 
Score: -629361.500000 Penalty: 4337.818848
	Iteration 0F: 3 clusters Score -629361.5 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -630651.687500 Penalty: 4337.818848
	Iteration 1F: 3 clusters Score -630651.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -630880.937500 Penalty: 4337.818848
	Iteration 2F: 3 clusters Score -630880.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -631038.750000 Penalty: 4337.818848
	Iteration 3Q: 3 clusters Score -631038.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -631157.687500 Penalty: 4337.818848
	Iteration 4Q: 3 clusters Score -631157.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -631248.250000 Penalty: 4337.818848
	Iteration 5Q: 3 clusters Score -631248.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -631319.000000 Penalty: 4337.818848
	Iteration 6Q: 3 clusters Score -631319 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -631388.375000 Penalty: 4337.818848
	Iteration 7Q: 3 clusters Score -631388.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -631436.750000 Penalty: 4337.818848
	Iteration 8Q: 3 clusters Score -631436.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -631470.187500 Penalty: 4337.818848
	Iteration 9Q: 3 clusters Score -631470.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -631510.062500 Penalty: 4337.818848
	Iteration 10Q: 3 clusters Score -631510.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -631556.000000 Penalty: 4337.818848
	Iteration 11Q: 3 clusters Score -631556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -631606.687500 Penalty: 4337.818848
	Iteration 12Q: 3 clusters Score -631606.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -631656.125000 Penalty: 4337.818848
	Iteration 13Q: 3 clusters Score -631656.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -631700.125000 Penalty: 4337.818848
	Iteration 14Q: 3 clusters Score -631700.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -631745.687500 Penalty: 4337.818848
	Iteration 15Q: 3 clusters Score -631745.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -631795.375000 Penalty: 4337.818848
	Iteration 16Q: 3 clusters Score -631795.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -631848.062500 Penalty: 4337.818848
	Iteration 17Q: 3 clusters Score -631848.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -631901.937500 Penalty: 4337.818848
	Iteration 18Q: 3 clusters Score -631901.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -631965.500000 Penalty: 4337.818848
	Iteration 19Q: 3 clusters Score -631965.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -632026.937500 Penalty: 4337.818848
	Iteration 20F: 3 clusters Score -632026.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -632094.875000 Penalty: 4337.818848
	Iteration 21Q: 3 clusters Score -632094.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -632163.312500 Penalty: 4337.818848
	Iteration 22Q: 3 clusters Score -632163.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -632234.000000 Penalty: 4337.818848
	Iteration 23Q: 3 clusters Score -632234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -632304.625000 Penalty: 4337.818848
	Iteration 24Q: 3 clusters Score -632304.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -632370.687500 Penalty: 4337.818848
	Iteration 25Q: 3 clusters Score -632370.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -632447.625000 Penalty: 4337.818848
	Iteration 26Q: 3 clusters Score -632447.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -632528.562500 Penalty: 4337.818848
	Iteration 27Q: 3 clusters Score -632528.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -632597.062500 Penalty: 4337.818848
	Iteration 28Q: 3 clusters Score -632597.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -632643.875000 Penalty: 4337.818848
	Iteration 29Q: 3 clusters Score -632643.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -632679.937500 Penalty: 4337.818848
	Iteration 30Q: 3 clusters Score -632679.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -632705.812500 Penalty: 4337.818848
	Iteration 31Q: 3 clusters Score -632705.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -632732.750000 Penalty: 4337.818848
	Iteration 32Q: 3 clusters Score -632732.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -632744.937500 Penalty: 4337.818848
	Iteration 33Q: 3 clusters Score -632744.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -632756.000000 Penalty: 4337.818848
	Iteration 34Q: 3 clusters Score -632756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -632768.937500 Penalty: 4337.818848
	Iteration 35Q: 3 clusters Score -632768.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -632781.875000 Penalty: 4337.818848
	Iteration 36Q: 3 clusters Score -632781.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -632791.375000 Penalty: 4337.818848
	Iteration 37Q: 3 clusters Score -632791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -632794.625000 Penalty: 4337.818848
	Iteration 38Q: 3 clusters Score -632794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -632802.437500 Penalty: 4337.818848
	Iteration 39Q: 3 clusters Score -632802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -632806.375000 Penalty: 4337.818848
	Iteration 40F: 3 clusters Score -632806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -632809.375000 Penalty: 4337.818848
	Iteration 41Q: 3 clusters Score -632809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -632810.937500 Penalty: 4337.818848
	Iteration 42Q: 3 clusters Score -632810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -632812.937500 Penalty: 4337.818848
	Iteration 43Q: 3 clusters Score -632812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -632814.125000 Penalty: 4337.818848
	Iteration 44Q: 3 clusters Score -632814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -632815.687500 Penalty: 4337.818848
	Iteration 45Q: 3 clusters Score -632815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -632814.437500 Penalty: 4337.818848
	Iteration 46Q: 3 clusters Score -632814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -632816.437500 Penalty: 4337.818848
	Iteration 47Q: 3 clusters Score -632816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -632816.562500 Penalty: 4337.818848
	Iteration 48Q: 3 clusters Score -632816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -632815.812500 Penalty: 4337.818848
	Iteration 49Q: 3 clusters Score -632815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -632816.437500 Penalty: 4337.818848
	Iteration 50Q: 3 clusters Score -632816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -632817.812500 Penalty: 4337.818848
	Iteration 51Q: 3 clusters Score -632817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -632818.500000 Penalty: 4337.818848
	Iteration 52Q: 3 clusters Score -632818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -632818.562500 Penalty: 4337.818848
	Iteration 53Q: 3 clusters Score -632818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -632820.312500 Penalty: 4337.818848
	Iteration 54Q: 3 clusters Score -632820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -632820.312500 Penalty: 4337.818848
	Iteration 55F: 3 clusters Score -632820.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -308973.406250 Penalty: 2012.055420
	Iteration 0F: 2 clusters Score -308973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -305465.031250 Penalty: 4024.110840
	Iteration 0F: 3 clusters Score -305465 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -306263.156250 Penalty: 4024.110840
	Iteration 1F: 3 clusters Score -306263.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -306527.343750 Penalty: 4024.110840
	Iteration 2F: 3 clusters Score -306527.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -306754.843750 Penalty: 4024.110840
	Iteration 3F: 3 clusters Score -306754.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -306919.625000 Penalty: 4024.110840
	Iteration 4F: 3 clusters Score -306919.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -307071.593750 Penalty: 4024.110840
	Iteration 5Q: 3 clusters Score -307071.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -307213.500000 Penalty: 4024.110840
	Iteration 6Q: 3 clusters Score -307213.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -307372.968750 Penalty: 4024.110840
	Iteration 7Q: 3 clusters Score -307373 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -307520.781250 Penalty: 4024.110840
	Iteration 8Q: 3 clusters Score -307520.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -307696.968750 Penalty: 4024.110840
	Iteration 9Q: 3 clusters Score -307697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -307884.781250 Penalty: 4024.110840
	Iteration 10Q: 3 clusters Score -307884.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -308095.218750 Penalty: 4024.110840
	Iteration 11Q: 3 clusters Score -308095.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -308332.250000 Penalty: 4024.110840
	Iteration 12Q: 3 clusters Score -308332.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -308564.625000 Penalty: 4024.110840
	Iteration 13Q: 3 clusters Score -308564.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -308695.500000 Penalty: 4024.110840
	Iteration 14Q: 3 clusters Score -308695.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -308779.343750 Penalty: 4024.110840
	Iteration 15Q: 3 clusters Score -308779.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -308820.843750 Penalty: 4024.110840
	Iteration 16Q: 3 clusters Score -308820.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -308839.875000 Penalty: 4024.110840
	Iteration 17Q: 3 clusters Score -308839.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -308852.562500 Penalty: 4024.110840
	Iteration 18Q: 3 clusters Score -308852.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -308865.656250 Penalty: 4024.110840
	Iteration 19Q: 3 clusters Score -308865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -308870.656250 Penalty: 4024.110840
	Iteration 20F: 3 clusters Score -308870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -308873.218750 Penalty: 4024.110840
	Iteration 21Q: 3 clusters Score -308873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -308873.750000 Penalty: 4024.110840
	Iteration 22Q: 3 clusters Score -308873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -308874.718750 Penalty: 4024.110840
	Iteration 23Q: 3 clusters Score -308874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -308875.312500 Penalty: 4024.110840
	Iteration 24Q: 3 clusters Score -308875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -308876.218750 Penalty: 4024.110840
	Iteration 25Q: 3 clusters Score -308876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -308876.500000 Penalty: 4024.110840
	Iteration 26Q: 3 clusters Score -308876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -308877.843750 Penalty: 4024.110840
	Iteration 27Q: 3 clusters Score -308877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -308878.187500 Penalty: 4024.110840
	Iteration 28Q: 3 clusters Score -308878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -308878.187500 Penalty: 4024.110840
	Iteration 29F: 3 clusters Score -308878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -115126.890625 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -115126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112982.875000 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -112982.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113404.976562 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -113405 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -113622.687500 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -113622.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -113787.320312 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -113787.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -113933.945312 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -113933.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -114018.484375 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -114018.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -114071.804688 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -114071.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -114117.250000 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -114117.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -114168.398438 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -114168.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -114213.375000 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -114213.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -114240.835938 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -114240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -114251.343750 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -114251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -114254.156250 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -114254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -114255.609375 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -114255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -114255.609375 Penalty: 3573.258057
	Iteration 14F: 3 clusters Score -114255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -479930.625000 Penalty: 2097.287842
	Iteration 0F: 2 clusters Score -479930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -475607.250000 Penalty: 4194.575684
	Iteration 0F: 3 clusters Score -475607.2 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -476605.406250 Penalty: 4194.575684
	Iteration 1F: 3 clusters Score -476605.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -476788.125000 Penalty: 4194.575684
	Iteration 2F: 3 clusters Score -476788.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -476881.562500 Penalty: 4194.575684
	Iteration 3Q: 3 clusters Score -476881.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -476937.093750 Penalty: 4194.575684
	Iteration 4Q: 3 clusters Score -476937.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -476983.125000 Penalty: 4194.575684
	Iteration 5Q: 3 clusters Score -476983.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -477015.593750 Penalty: 4194.575684
	Iteration 6Q: 3 clusters Score -477015.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -477034.781250 Penalty: 4194.575684
	Iteration 7Q: 3 clusters Score -477034.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -477047.843750 Penalty: 4194.575684
	Iteration 8Q: 3 clusters Score -477047.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -477057.906250 Penalty: 4194.575684
	Iteration 9Q: 3 clusters Score -477057.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -477065.875000 Penalty: 4194.575684
	Iteration 10Q: 3 clusters Score -477065.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -477074.875000 Penalty: 4194.575684
	Iteration 11Q: 3 clusters Score -477074.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -477083.062500 Penalty: 4194.575684
	Iteration 12Q: 3 clusters Score -477083.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -477089.312500 Penalty: 4194.575684
	Iteration 13Q: 3 clusters Score -477089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -477092.093750 Penalty: 4194.575684
	Iteration 14Q: 3 clusters Score -477092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -477095.750000 Penalty: 4194.575684
	Iteration 15Q: 3 clusters Score -477095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -477098.593750 Penalty: 4194.575684
	Iteration 16Q: 3 clusters Score -477098.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -477103.281250 Penalty: 4194.575684
	Iteration 17Q: 3 clusters Score -477103.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -477107.312500 Penalty: 4194.575684
	Iteration 18Q: 3 clusters Score -477107.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -477115.625000 Penalty: 4194.575684
	Iteration 19Q: 3 clusters Score -477115.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -477120.718750 Penalty: 4194.575684
	Iteration 20F: 3 clusters Score -477120.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -477125.718750 Penalty: 4194.575684
	Iteration 21Q: 3 clusters Score -477125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -477130.343750 Penalty: 4194.575684
	Iteration 22Q: 3 clusters Score -477130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -477135.250000 Penalty: 4194.575684
	Iteration 23Q: 3 clusters Score -477135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -477139.656250 Penalty: 4194.575684
	Iteration 24Q: 3 clusters Score -477139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -477142.000000 Penalty: 4194.575684
	Iteration 25Q: 3 clusters Score -477142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -477143.718750 Penalty: 4194.575684
	Iteration 26Q: 3 clusters Score -477143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -477144.687500 Penalty: 4194.575684
	Iteration 27Q: 3 clusters Score -477144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -477146.343750 Penalty: 4194.575684
	Iteration 28Q: 3 clusters Score -477146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -477146.125000 Penalty: 4194.575684
	Iteration 29Q: 3 clusters Score -477146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -477146.125000 Penalty: 4194.575684
	Iteration 30F: 3 clusters Score -477146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 12039 members 
Mstep: Class 6 contains 24457 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 36596 members 
Mstep: Class 19 contains 12213 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 62461 members 
Mstep: Class 22 contains 14418 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15220 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5506 members 
Mstep: Class 29 contains 11852 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 104655 members 
Mstep: Class 32 contains 7994 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9421 members 
Mstep: Class 36 contains 6157 members 
Mstep: Class 37 contains 7396 members 
Mstep: Class 38 contains 2204 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 28560 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25315 members 
Mstep: Class 43 contains 6234 members 
Mstep: Class 44 contains 3708 members 
Mstep: Class 45 contains 2797 members 
Mstep: Class 46 contains 3214 members 
Mstep: Class 47 contains 6283 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961924.000000 Penalty: 172130.390625
Iteration 159Q: 53 clusters Score -5.896192e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 25293 members 
Mstep: Class 4 contains 14624 members 
Mstep: Class 5 contains 12054 members 
Mstep: Class 6 contains 24526 members 
Mstep: Class 7 contains 4997 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 35222 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 9532 members 
Mstep: Class 17 contains 15106 members 
Mstep: Class 18 contains 36627 members 
Mstep: Class 19 contains 12227 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 62497 members 
Mstep: Class 22 contains 14414 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3777 members 
Mstep: Class 25 contains 15237 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 11878 members 
Mstep: Class 30 contains 22396 members 
Mstep: Class 31 contains 104637 members 
Mstep: Class 32 contains 7982 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 6157 members 
Mstep: Class 37 contains 7417 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 28573 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25280 members 
Mstep: Class 43 contains 6222 members 
Mstep: Class 44 contains 3714 members 
Mstep: Class 45 contains 2797 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6288 members 
Mstep: Class 48 contains 3336 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4707 members 
Mstep: Class 51 contains 4806 members 
Mstep: Class 52 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58963376.000000 Penalty: 172130.390625
Iteration 160F: 53 clusters Score -5.896338e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 14599 members 
Mstep: Class 5 contains 12075 members 
Mstep: Class 6 contains 24478 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7963 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 15085 members 
Mstep: Class 18 contains 36569 members 
Mstep: Class 19 contains 12226 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62466 members 
Mstep: Class 22 contains 14413 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 11655 members 
Mstep: Class 30 contains 22375 members 
Mstep: Class 31 contains 104611 members 
Mstep: Class 32 contains 7974 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9576 members 
Mstep: Class 36 contains 6157 members 
Mstep: Class 37 contains 7430 members 
Mstep: Class 38 contains 2210 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 28565 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25263 members 
Mstep: Class 43 contains 6207 members 
Mstep: Class 44 contains 3738 members 
Mstep: Class 45 contains 2796 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6290 members 
Mstep: Class 48 contains 3336 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4704 members 
Mstep: Class 51 contains 5155 members 
Mstep: Class 52 contains 5598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58963860.000000 Penalty: 172130.390625
Iteration 161Q: 53 clusters Score -5.896386e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 14586 members 
Mstep: Class 5 contains 12097 members 
Mstep: Class 6 contains 24466 members 
Mstep: Class 7 contains 4995 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 35202 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 11691 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 3336 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 15065 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 12233 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62442 members 
Mstep: Class 22 contains 14412 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 3778 members 
Mstep: Class 25 contains 15205 members 
Mstep: Class 26 contains 8055 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 11499 members 
Mstep: Class 30 contains 22359 members 
Mstep: Class 31 contains 104580 members 
Mstep: Class 32 contains 7965 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9598 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 7444 members 
Mstep: Class 38 contains 2212 members 
Mstep: Class 39 contains 2612 members 
Mstep: Class 40 contains 28567 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25271 members 
Mstep: Class 43 contains 6213 members 
Mstep: Class 44 contains 3778 members 
Mstep: Class 45 contains 2795 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6295 members 
Mstep: Class 48 contains 3336 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4699 members 
Mstep: Class 51 contains 5358 members 
Mstep: Class 52 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964096.000000 Penalty: 172130.390625
Iteration 162Q: 53 clusters Score -5.89641e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 25298 members 
Mstep: Class 4 contains 14572 members 
Mstep: Class 5 contains 12114 members 
Mstep: Class 6 contains 24457 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 35202 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 5754 members 
Mstep: Class 13 contains 11687 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 3341 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 15052 members 
Mstep: Class 18 contains 36490 members 
Mstep: Class 19 contains 12244 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62431 members 
Mstep: Class 22 contains 14406 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 3777 members 
Mstep: Class 25 contains 15193 members 
Mstep: Class 26 contains 8012 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 11399 members 
Mstep: Class 30 contains 22343 members 
Mstep: Class 31 contains 104553 members 
Mstep: Class 32 contains 7958 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9606 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 7460 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 28569 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 25279 members 
Mstep: Class 43 contains 6229 members 
Mstep: Class 44 contains 3826 members 
Mstep: Class 45 contains 2793 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6299 members 
Mstep: Class 48 contains 3338 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4697 members 
Mstep: Class 51 contains 5496 members 
Mstep: Class 52 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964268.000000 Penalty: 172130.390625
Iteration 163Q: 53 clusters Score -5.896427e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 25297 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 12126 members 
Mstep: Class 6 contains 24458 members 
Mstep: Class 7 contains 4990 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 35199 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 16 contains 9542 members 
Mstep: Class 17 contains 15033 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 12252 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62425 members 
Mstep: Class 22 contains 14403 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 3776 members 
Mstep: Class 25 contains 15189 members 
Mstep: Class 26 contains 7982 members 
Mstep: Class 27 contains 3698 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 11311 members 
Mstep: Class 30 contains 22325 members 
Mstep: Class 31 contains 104526 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7478 members 
Mstep: Class 38 contains 2216 members 
Mstep: Class 39 contains 2609 members 
Mstep: Class 40 contains 28569 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25282 members 
Mstep: Class 43 contains 6248 members 
Mstep: Class 44 contains 3868 members 
Mstep: Class 45 contains 2792 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6300 members 
Mstep: Class 48 contains 3339 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4695 members 
Mstep: Class 51 contains 5605 members 
Mstep: Class 52 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964420.000000 Penalty: 172130.390625
Iteration 164Q: 53 clusters Score -5.896442e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 25293 members 
Mstep: Class 4 contains 14555 members 
Mstep: Class 5 contains 12140 members 
Mstep: Class 6 contains 24450 members 
Mstep: Class 7 contains 4989 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 35198 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7948 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11684 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 15017 members 
Mstep: Class 18 contains 36438 members 
Mstep: Class 19 contains 12252 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62419 members 
Mstep: Class 22 contains 14401 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 15191 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 11244 members 
Mstep: Class 30 contains 22308 members 
Mstep: Class 31 contains 104504 members 
Mstep: Class 32 contains 7945 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9627 members 
Mstep: Class 36 contains 6153 members 
Mstep: Class 37 contains 7485 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 2606 members 
Mstep: Class 40 contains 28576 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25285 members 
Mstep: Class 43 contains 6262 members 
Mstep: Class 44 contains 3900 members 
Mstep: Class 45 contains 2791 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6302 members 
Mstep: Class 48 contains 3343 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4693 members 
Mstep: Class 51 contains 5691 members 
Mstep: Class 52 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964500.000000 Penalty: 172130.390625
Iteration 165Q: 53 clusters Score -5.89645e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 25292 members 
Mstep: Class 4 contains 14542 members 
Mstep: Class 5 contains 12154 members 
Mstep: Class 6 contains 24445 members 
Mstep: Class 7 contains 4989 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 35198 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 11683 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 3354 members 
Mstep: Class 16 contains 9546 members 
Mstep: Class 17 contains 14998 members 
Mstep: Class 18 contains 36417 members 
Mstep: Class 19 contains 12255 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62411 members 
Mstep: Class 22 contains 14404 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 15193 members 
Mstep: Class 26 contains 7940 members 
Mstep: Class 27 contains 3700 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 11189 members 
Mstep: Class 30 contains 22286 members 
Mstep: Class 31 contains 104478 members 
Mstep: Class 32 contains 7942 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9637 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 7493 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2603 members 
Mstep: Class 40 contains 28574 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25290 members 
Mstep: Class 43 contains 6288 members 
Mstep: Class 44 contains 3937 members 
Mstep: Class 45 contains 2791 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6303 members 
Mstep: Class 48 contains 3343 members 
Mstep: Class 49 contains 1344 members 
Mstep: Class 50 contains 4692 members 
Mstep: Class 51 contains 5746 members 
Mstep: Class 52 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964548.000000 Penalty: 172130.390625
Iteration 166Q: 53 clusters Score -5.896455e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 25293 members 
Mstep: Class 4 contains 14532 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 24446 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 35198 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 3354 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 18 contains 36385 members 
Mstep: Class 19 contains 12259 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62402 members 
Mstep: Class 22 contains 14407 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 15196 members 
Mstep: Class 26 contains 7929 members 
Mstep: Class 27 contains 3701 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 11169 members 
Mstep: Class 30 contains 22270 members 
Mstep: Class 31 contains 104453 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 9636 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 7500 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2599 members 
Mstep: Class 40 contains 28576 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25295 members 
Mstep: Class 43 contains 6304 members 
Mstep: Class 44 contains 3968 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6307 members 
Mstep: Class 48 contains 3345 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4693 members 
Mstep: Class 51 contains 5786 members 
Mstep: Class 52 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964580.000000 Penalty: 172130.390625
Iteration 167Q: 53 clusters Score -5.896458e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 14522 members 
Mstep: Class 5 contains 12196 members 
Mstep: Class 6 contains 24445 members 
Mstep: Class 7 contains 4997 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 35199 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 5738 members 
Mstep: Class 13 contains 11677 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 9549 members 
Mstep: Class 17 contains 14967 members 
Mstep: Class 18 contains 36359 members 
Mstep: Class 19 contains 12263 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62388 members 
Mstep: Class 22 contains 14411 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 15198 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 11147 members 
Mstep: Class 30 contains 22255 members 
Mstep: Class 31 contains 104425 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9637 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 7510 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2596 members 
Mstep: Class 40 contains 28574 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25296 members 
Mstep: Class 43 contains 6310 members 
Mstep: Class 44 contains 3988 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6312 members 
Mstep: Class 48 contains 3346 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4693 members 
Mstep: Class 51 contains 5818 members 
Mstep: Class 52 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964736.000000 Penalty: 172130.390625
Iteration 168Q: 53 clusters Score -5.896474e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 14510 members 
Mstep: Class 5 contains 12211 members 
Mstep: Class 6 contains 24447 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 35200 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 11674 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9549 members 
Mstep: Class 17 contains 14955 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 12261 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62378 members 
Mstep: Class 22 contains 14415 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 15202 members 
Mstep: Class 26 contains 7921 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 11132 members 
Mstep: Class 30 contains 22246 members 
Mstep: Class 31 contains 104411 members 
Mstep: Class 32 contains 7903 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9637 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 7519 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28582 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25299 members 
Mstep: Class 43 contains 6318 members 
Mstep: Class 44 contains 4006 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6314 members 
Mstep: Class 48 contains 3346 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4692 members 
Mstep: Class 51 contains 5834 members 
Mstep: Class 52 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964640.000000 Penalty: 172130.390625
Iteration 169Q: 53 clusters Score -5.896464e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 25292 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 12228 members 
Mstep: Class 6 contains 24449 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35203 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7956 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11671 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 14946 members 
Mstep: Class 18 contains 36330 members 
Mstep: Class 19 contains 12260 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62370 members 
Mstep: Class 22 contains 14415 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 7912 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 11124 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 104396 members 
Mstep: Class 32 contains 7896 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9638 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7532 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28583 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25301 members 
Mstep: Class 43 contains 6328 members 
Mstep: Class 44 contains 4019 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6317 members 
Mstep: Class 48 contains 3344 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4691 members 
Mstep: Class 51 contains 5842 members 
Mstep: Class 52 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964648.000000 Penalty: 172130.390625
Iteration 170Q: 53 clusters Score -5.896465e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 14498 members 
Mstep: Class 5 contains 12249 members 
Mstep: Class 6 contains 24446 members 
Mstep: Class 7 contains 4997 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 14939 members 
Mstep: Class 18 contains 36317 members 
Mstep: Class 19 contains 12261 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62363 members 
Mstep: Class 22 contains 14417 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 3787 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 11125 members 
Mstep: Class 30 contains 22231 members 
Mstep: Class 31 contains 104374 members 
Mstep: Class 32 contains 7888 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9639 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7540 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28585 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25301 members 
Mstep: Class 43 contains 6334 members 
Mstep: Class 44 contains 4027 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6318 members 
Mstep: Class 48 contains 3344 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4690 members 
Mstep: Class 51 contains 5849 members 
Mstep: Class 52 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964684.000000 Penalty: 172130.390625
Iteration 171Q: 53 clusters Score -5.896468e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 14498 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 24447 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9552 members 
Mstep: Class 17 contains 14933 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 12264 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62359 members 
Mstep: Class 22 contains 14412 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 15205 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 22229 members 
Mstep: Class 31 contains 104355 members 
Mstep: Class 32 contains 7880 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9642 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7543 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28586 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6337 members 
Mstep: Class 44 contains 4027 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6322 members 
Mstep: Class 48 contains 3346 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4690 members 
Mstep: Class 51 contains 5854 members 
Mstep: Class 52 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964804.000000 Penalty: 172130.390625
Iteration 172Q: 53 clusters Score -5.89648e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 25297 members 
Mstep: Class 4 contains 14492 members 
Mstep: Class 5 contains 12292 members 
Mstep: Class 6 contains 24453 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9555 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 36297 members 
Mstep: Class 19 contains 12263 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62356 members 
Mstep: Class 22 contains 14413 members 
Mstep: Class 23 contains 2708 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15207 members 
Mstep: Class 26 contains 7896 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 11111 members 
Mstep: Class 30 contains 22222 members 
Mstep: Class 31 contains 104332 members 
Mstep: Class 32 contains 7872 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 9643 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7546 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28587 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6339 members 
Mstep: Class 44 contains 4026 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3350 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4690 members 
Mstep: Class 51 contains 5857 members 
Mstep: Class 52 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964676.000000 Penalty: 172130.390625
Iteration 173Q: 53 clusters Score -5.896468e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4618 members 
Mstep: Class 3 contains 25298 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 24453 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35203 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 1902 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 36283 members 
Mstep: Class 19 contains 12263 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62352 members 
Mstep: Class 22 contains 14415 members 
Mstep: Class 23 contains 2708 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 7898 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11106 members 
Mstep: Class 30 contains 22220 members 
Mstep: Class 31 contains 104302 members 
Mstep: Class 32 contains 7860 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1201 members 
Mstep: Class 35 contains 9642 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 7550 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28590 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6341 members 
Mstep: Class 44 contains 4022 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3214 members 
Mstep: Class 47 contains 6324 members 
Mstep: Class 48 contains 3355 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4688 members 
Mstep: Class 51 contains 5857 members 
Mstep: Class 52 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964632.000000 Penalty: 172130.390625
Iteration 174Q: 53 clusters Score -5.896463e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4619 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 24456 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 35203 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 36275 members 
Mstep: Class 19 contains 12265 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62351 members 
Mstep: Class 22 contains 14416 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15211 members 
Mstep: Class 26 contains 7888 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 22219 members 
Mstep: Class 31 contains 104264 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9643 members 
Mstep: Class 36 contains 6154 members 
Mstep: Class 37 contains 7556 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28594 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4023 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6324 members 
Mstep: Class 48 contains 3358 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5857 members 
Mstep: Class 52 contains 5863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964608.000000 Penalty: 172130.390625
Iteration 175Q: 53 clusters Score -5.896461e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 25299 members 
Mstep: Class 4 contains 14471 members 
Mstep: Class 5 contains 12396 members 
Mstep: Class 6 contains 24457 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 35204 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7945 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11669 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 18 contains 36272 members 
Mstep: Class 19 contains 12271 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62351 members 
Mstep: Class 22 contains 14419 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15212 members 
Mstep: Class 26 contains 7873 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11104 members 
Mstep: Class 30 contains 22218 members 
Mstep: Class 31 contains 104219 members 
Mstep: Class 32 contains 7839 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9643 members 
Mstep: Class 36 contains 6154 members 
Mstep: Class 37 contains 7566 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28594 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4023 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3359 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5860 members 
Mstep: Class 52 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964700.000000 Penalty: 172130.390625
Iteration 176Q: 53 clusters Score -5.89647e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 25298 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 24456 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35206 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 11668 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 36264 members 
Mstep: Class 19 contains 12274 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62347 members 
Mstep: Class 22 contains 14418 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 7868 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11100 members 
Mstep: Class 30 contains 22218 members 
Mstep: Class 31 contains 104177 members 
Mstep: Class 32 contains 7826 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9645 members 
Mstep: Class 36 contains 6153 members 
Mstep: Class 37 contains 7575 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28594 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4023 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3362 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5863 members 
Mstep: Class 52 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964756.000000 Penalty: 172130.390625
Iteration 177Q: 53 clusters Score -5.896476e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 25297 members 
Mstep: Class 4 contains 14461 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 24461 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 11666 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 12278 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62339 members 
Mstep: Class 22 contains 14421 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 7864 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11094 members 
Mstep: Class 30 contains 22217 members 
Mstep: Class 31 contains 104134 members 
Mstep: Class 32 contains 7815 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9644 members 
Mstep: Class 36 contains 6153 members 
Mstep: Class 37 contains 7580 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28595 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6343 members 
Mstep: Class 44 contains 4026 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3364 members 
Mstep: Class 49 contains 1345 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5869 members 
Mstep: Class 52 contains 5904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964836.000000 Penalty: 172130.390625
Iteration 178Q: 53 clusters Score -5.896484e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4627 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 12523 members 
Mstep: Class 6 contains 24464 members 
Mstep: Class 7 contains 5011 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 11666 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 14927 members 
Mstep: Class 18 contains 36256 members 
Mstep: Class 19 contains 12279 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62335 members 
Mstep: Class 22 contains 14418 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 7853 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11092 members 
Mstep: Class 30 contains 22215 members 
Mstep: Class 31 contains 104085 members 
Mstep: Class 32 contains 7804 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9644 members 
Mstep: Class 36 contains 6153 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28596 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6343 members 
Mstep: Class 44 contains 4029 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3365 members 
Mstep: Class 49 contains 1346 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5875 members 
Mstep: Class 52 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964696.000000 Penalty: 172130.390625
Iteration 179Q: 53 clusters Score -5.89647e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 12570 members 
Mstep: Class 6 contains 24465 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 14927 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 12278 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62329 members 
Mstep: Class 22 contains 14416 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 7848 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 22214 members 
Mstep: Class 31 contains 104043 members 
Mstep: Class 32 contains 7795 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9645 members 
Mstep: Class 36 contains 6152 members 
Mstep: Class 37 contains 7588 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28597 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4029 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3367 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5879 members 
Mstep: Class 52 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964748.000000 Penalty: 172130.390625
Iteration 180F: 53 clusters Score -5.896475e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 14469 members 
Mstep: Class 5 contains 12618 members 
Mstep: Class 6 contains 24468 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 14926 members 
Mstep: Class 18 contains 36244 members 
Mstep: Class 19 contains 12277 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62327 members 
Mstep: Class 22 contains 14418 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 7850 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 22214 members 
Mstep: Class 31 contains 103991 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9645 members 
Mstep: Class 36 contains 6150 members 
Mstep: Class 37 contains 7591 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28597 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4030 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6323 members 
Mstep: Class 48 contains 3368 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5879 members 
Mstep: Class 52 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964748.000000 Penalty: 172130.390625
Iteration 181Q: 53 clusters Score -5.896475e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 12660 members 
Mstep: Class 6 contains 24467 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 36239 members 
Mstep: Class 19 contains 12281 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62325 members 
Mstep: Class 22 contains 14417 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15217 members 
Mstep: Class 26 contains 7850 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11083 members 
Mstep: Class 30 contains 22212 members 
Mstep: Class 31 contains 103948 members 
Mstep: Class 32 contains 7786 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9644 members 
Mstep: Class 36 contains 6150 members 
Mstep: Class 37 contains 7594 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28598 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4033 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6325 members 
Mstep: Class 48 contains 3368 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5880 members 
Mstep: Class 52 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964692.000000 Penalty: 172130.390625
Iteration 182Q: 53 clusters Score -5.896469e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 25303 members 
Mstep: Class 4 contains 14469 members 
Mstep: Class 5 contains 12704 members 
Mstep: Class 6 contains 24468 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 18 contains 36233 members 
Mstep: Class 19 contains 12284 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62323 members 
Mstep: Class 22 contains 14419 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15218 members 
Mstep: Class 26 contains 7851 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11077 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 103905 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 9645 members 
Mstep: Class 36 contains 6150 members 
Mstep: Class 37 contains 7596 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28598 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4035 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6326 members 
Mstep: Class 48 contains 3369 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5882 members 
Mstep: Class 52 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964692.000000 Penalty: 172130.390625
Iteration 183Q: 53 clusters Score -5.896469e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4627 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 12747 members 
Mstep: Class 6 contains 24471 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 18 contains 36228 members 
Mstep: Class 19 contains 12285 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62322 members 
Mstep: Class 22 contains 14421 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15219 members 
Mstep: Class 26 contains 7851 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11072 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 103858 members 
Mstep: Class 32 contains 7777 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1203 members 
Mstep: Class 35 contains 9644 members 
Mstep: Class 36 contains 6149 members 
Mstep: Class 37 contains 7596 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28597 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4033 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6327 members 
Mstep: Class 48 contains 3370 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5885 members 
Mstep: Class 52 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964648.000000 Penalty: 172130.390625
Iteration 184Q: 53 clusters Score -5.896465e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 25306 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 24476 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3354 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 18 contains 36221 members 
Mstep: Class 19 contains 12286 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62318 members 
Mstep: Class 22 contains 14422 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15221 members 
Mstep: Class 26 contains 7852 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11071 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 103812 members 
Mstep: Class 32 contains 7772 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1204 members 
Mstep: Class 35 contains 9645 members 
Mstep: Class 36 contains 6147 members 
Mstep: Class 37 contains 7598 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28597 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4032 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6327 members 
Mstep: Class 48 contains 3371 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4687 members 
Mstep: Class 51 contains 5887 members 
Mstep: Class 52 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964732.000000 Penalty: 172130.390625
Iteration 185Q: 53 clusters Score -5.896473e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 25307 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 12829 members 
Mstep: Class 6 contains 24479 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 14927 members 
Mstep: Class 18 contains 36218 members 
Mstep: Class 19 contains 12286 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62312 members 
Mstep: Class 22 contains 14427 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 7851 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11069 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 103768 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6147 members 
Mstep: Class 37 contains 7601 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28596 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4034 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6327 members 
Mstep: Class 48 contains 3371 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 5889 members 
Mstep: Class 52 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964828.000000 Penalty: 172130.390625
Iteration 186Q: 53 clusters Score -5.896483e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 25307 members 
Mstep: Class 4 contains 14473 members 
Mstep: Class 5 contains 12873 members 
Mstep: Class 6 contains 24479 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 14923 members 
Mstep: Class 18 contains 36214 members 
Mstep: Class 19 contains 12288 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62302 members 
Mstep: Class 22 contains 14428 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 7849 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11070 members 
Mstep: Class 30 contains 22207 members 
Mstep: Class 31 contains 103726 members 
Mstep: Class 32 contains 7761 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9648 members 
Mstep: Class 36 contains 6147 members 
Mstep: Class 37 contains 7610 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28597 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4037 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3214 members 
Mstep: Class 47 contains 6327 members 
Mstep: Class 48 contains 3373 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 5888 members 
Mstep: Class 52 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964840.000000 Penalty: 172130.390625
Iteration 187Q: 53 clusters Score -5.896484e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 25305 members 
Mstep: Class 4 contains 14476 members 
Mstep: Class 5 contains 12903 members 
Mstep: Class 6 contains 24479 members 
Mstep: Class 7 contains 5030 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7940 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 36206 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62299 members 
Mstep: Class 22 contains 14425 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15224 members 
Mstep: Class 26 contains 7849 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 11070 members 
Mstep: Class 30 contains 22204 members 
Mstep: Class 31 contains 103695 members 
Mstep: Class 32 contains 7757 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9648 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7616 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28598 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4043 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6328 members 
Mstep: Class 48 contains 3371 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 5888 members 
Mstep: Class 52 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964928.000000 Penalty: 172130.390625
Iteration 188Q: 53 clusters Score -5.896493e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 25305 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 24482 members 
Mstep: Class 7 contains 5034 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 36200 members 
Mstep: Class 19 contains 12294 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 14419 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15224 members 
Mstep: Class 26 contains 7852 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11067 members 
Mstep: Class 30 contains 22203 members 
Mstep: Class 31 contains 103668 members 
Mstep: Class 32 contains 7747 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7626 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28599 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4047 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6329 members 
Mstep: Class 48 contains 3371 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 5888 members 
Mstep: Class 52 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964900.000000 Penalty: 172130.390625
Iteration 189Q: 53 clusters Score -5.89649e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 14469 members 
Mstep: Class 5 contains 12955 members 
Mstep: Class 6 contains 24485 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36193 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62292 members 
Mstep: Class 22 contains 14416 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15224 members 
Mstep: Class 26 contains 7855 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11066 members 
Mstep: Class 30 contains 22200 members 
Mstep: Class 31 contains 103652 members 
Mstep: Class 32 contains 7737 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7633 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28598 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4052 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6331 members 
Mstep: Class 48 contains 3373 members 
Mstep: Class 49 contains 1348 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 5888 members 
Mstep: Class 52 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964904.000000 Penalty: 172130.390625
Iteration 190Q: 53 clusters Score -5.89649e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 25303 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 12983 members 
Mstep: Class 6 contains 24487 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 14916 members 
Mstep: Class 18 contains 36183 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62286 members 
Mstep: Class 22 contains 14409 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15227 members 
Mstep: Class 26 contains 7855 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 11064 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 103628 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7643 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28601 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4057 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6332 members 
Mstep: Class 48 contains 3375 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 5889 members 
Mstep: Class 52 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964872.000000 Penalty: 172130.390625
Iteration 191Q: 53 clusters Score -5.896487e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 13008 members 
Mstep: Class 6 contains 24489 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35207 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7960 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 14914 members 
Mstep: Class 18 contains 36170 members 
Mstep: Class 19 contains 12291 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62279 members 
Mstep: Class 22 contains 14404 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15231 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 11063 members 
Mstep: Class 30 contains 22193 members 
Mstep: Class 31 contains 103610 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7651 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28603 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25302 members 
Mstep: Class 43 contains 6343 members 
Mstep: Class 44 contains 4064 members 
Mstep: Class 45 contains 2788 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6332 members 
Mstep: Class 48 contains 3378 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5890 members 
Mstep: Class 52 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964892.000000 Penalty: 172130.390625
Iteration 192Q: 53 clusters Score -5.896489e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 13024 members 
Mstep: Class 6 contains 24494 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14909 members 
Mstep: Class 18 contains 36158 members 
Mstep: Class 19 contains 12288 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62268 members 
Mstep: Class 22 contains 14402 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15232 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 11059 members 
Mstep: Class 30 contains 22193 members 
Mstep: Class 31 contains 103595 members 
Mstep: Class 32 contains 7721 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7662 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28606 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25303 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 4064 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3219 members 
Mstep: Class 47 contains 6332 members 
Mstep: Class 48 contains 3379 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5892 members 
Mstep: Class 52 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964884.000000 Penalty: 172130.390625
Iteration 193Q: 53 clusters Score -5.896488e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 13042 members 
Mstep: Class 6 contains 24499 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11664 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14908 members 
Mstep: Class 18 contains 36149 members 
Mstep: Class 19 contains 12288 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62259 members 
Mstep: Class 22 contains 14396 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 7855 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11054 members 
Mstep: Class 30 contains 22192 members 
Mstep: Class 31 contains 103580 members 
Mstep: Class 32 contains 7709 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7679 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28608 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 4064 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3219 members 
Mstep: Class 47 contains 6332 members 
Mstep: Class 48 contains 3380 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5895 members 
Mstep: Class 52 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964852.000000 Penalty: 172130.390625
Iteration 194Q: 53 clusters Score -5.896485e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 13058 members 
Mstep: Class 6 contains 24503 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14910 members 
Mstep: Class 18 contains 36142 members 
Mstep: Class 19 contains 12288 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62253 members 
Mstep: Class 22 contains 14391 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15234 members 
Mstep: Class 26 contains 7853 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 11052 members 
Mstep: Class 30 contains 22189 members 
Mstep: Class 31 contains 103563 members 
Mstep: Class 32 contains 7700 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7698 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28608 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 4065 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3219 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3380 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5898 members 
Mstep: Class 52 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964880.000000 Penalty: 172130.390625
Iteration 195Q: 53 clusters Score -5.896488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14449 members 
Mstep: Class 5 contains 13071 members 
Mstep: Class 6 contains 24507 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14913 members 
Mstep: Class 18 contains 36137 members 
Mstep: Class 19 contains 12288 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62246 members 
Mstep: Class 22 contains 14398 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15235 members 
Mstep: Class 26 contains 7854 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 22189 members 
Mstep: Class 31 contains 103546 members 
Mstep: Class 32 contains 7689 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7713 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28608 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 4067 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3218 members 
Mstep: Class 47 contains 6332 members 
Mstep: Class 48 contains 3379 members 
Mstep: Class 49 contains 1350 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5899 members 
Mstep: Class 52 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964876.000000 Penalty: 172130.390625
Iteration 196Q: 53 clusters Score -5.896488e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 13086 members 
Mstep: Class 6 contains 24507 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14913 members 
Mstep: Class 18 contains 36131 members 
Mstep: Class 19 contains 12289 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62243 members 
Mstep: Class 22 contains 14398 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15236 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 22189 members 
Mstep: Class 31 contains 103528 members 
Mstep: Class 32 contains 7678 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7730 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 4066 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6334 members 
Mstep: Class 48 contains 3379 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5900 members 
Mstep: Class 52 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964876.000000 Penalty: 172130.390625
Iteration 197Q: 53 clusters Score -5.896488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 25300 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 13095 members 
Mstep: Class 6 contains 24507 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14915 members 
Mstep: Class 18 contains 36125 members 
Mstep: Class 19 contains 12292 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62235 members 
Mstep: Class 22 contains 14397 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15236 members 
Mstep: Class 26 contains 7854 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 22188 members 
Mstep: Class 31 contains 103517 members 
Mstep: Class 32 contains 7669 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7739 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6344 members 
Mstep: Class 44 contains 4067 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6334 members 
Mstep: Class 48 contains 3380 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5900 members 
Mstep: Class 52 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964904.000000 Penalty: 172130.390625
Iteration 198Q: 53 clusters Score -5.89649e+07 nChanged 79
Entering ConstructFrom: 
Score: -58964904.000000 Penalty: 172130.390625
Entering ConstructFrom: 
Trying to split cluster 1 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -178514.062500 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -178514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -175869.562500 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -175869.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -176471.437500 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -176471.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -176702.062500 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -176702.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -176868.437500 Penalty: 3783.503418
	Iteration 3F: 3 clusters Score -176868.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -177015.156250 Penalty: 3783.503418
	Iteration 4Q: 3 clusters Score -177015.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -177147.281250 Penalty: 3783.503418
	Iteration 5Q: 3 clusters Score -177147.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -177276.796875 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -177276.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -177401.656250 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -177401.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -177489.234375 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -177489.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -177543.359375 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -177543.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -177588.875000 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -177588.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -177626.937500 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -177626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -177647.046875 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -177647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -177656.328125 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -177656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -177663.062500 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -177663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -177666.921875 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -177666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -177668.171875 Penalty: 3783.503418
	Iteration 16Q: 3 clusters Score -177668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -177670.921875 Penalty: 3783.503418
	Iteration 17Q: 3 clusters Score -177670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -177672.625000 Penalty: 3783.503418
	Iteration 18Q: 3 clusters Score -177672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -177673.546875 Penalty: 3783.503418
	Iteration 19Q: 3 clusters Score -177673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -177675.578125 Penalty: 3783.503418
	Iteration 20F: 3 clusters Score -177675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -177677.437500 Penalty: 3783.503418
	Iteration 21Q: 3 clusters Score -177677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -177679.734375 Penalty: 3783.503418
	Iteration 22Q: 3 clusters Score -177679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -177680.671875 Penalty: 3783.503418
	Iteration 23Q: 3 clusters Score -177680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -177681.531250 Penalty: 3783.503418
	Iteration 24Q: 3 clusters Score -177681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -177681.531250 Penalty: 3783.503418
	Iteration 25F: 3 clusters Score -177681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -418084.343750 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -418084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -413765.562500 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -413765.6 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -414811.750000 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -414811.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -415047.062500 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -415047.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -415228.562500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -415228.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -415372.656250 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -415372.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -415498.343750 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -415498.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -415612.281250 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -415612.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -415707.937500 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -415707.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -415780.687500 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -415780.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -415833.937500 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -415833.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -415882.437500 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -415882.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -415914.625000 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -415914.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415946.468750 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -415946.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -415972.687500 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -415972.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -415992.718750 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -415992.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -416012.937500 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -416012.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -416038.968750 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -416039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -416070.937500 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -416070.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -416101.406250 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -416101.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -416124.687500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -416124.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -416146.781250 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -416146.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -416168.125000 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -416168.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -416182.687500 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -416182.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -416194.218750 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -416194.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -416203.000000 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -416203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -416208.750000 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -416208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -416216.531250 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -416216.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -416223.062500 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -416223.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -416230.687500 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -416230.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -416236.781250 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -416236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -416241.375000 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -416241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -416243.937500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -416243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -416246.437500 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -416246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -416249.062500 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -416249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -416249.718750 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -416249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -416251.437500 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -416251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -416252.156250 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -416252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -416252.343750 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -416252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -416252.343750 Penalty: 4187.571777
	Iteration 38F: 3 clusters Score -416252.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Entering Unmasked Estep 
Score: -2454175.750000 Penalty: 2514.372559
	Iteration 0F: 2 clusters Score -2454176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2436625.500000 Penalty: 5028.745117
	Iteration 0F: 3 clusters Score -2436626 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2443108.750000 Penalty: 5028.745117
	Iteration 1F: 3 clusters Score -2443109 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2443810.750000 Penalty: 5028.745117
	Iteration 2F: 3 clusters Score -2443811 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2444705.750000 Penalty: 5028.745117
	Iteration 3F: 3 clusters Score -2444706 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2445699.000000 Penalty: 5028.745117
	Iteration 4F: 3 clusters Score -2445699 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2446794.000000 Penalty: 5028.745117
	Iteration 5F: 3 clusters Score -2446794 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2447775.000000 Penalty: 5028.745117
	Iteration 6F: 3 clusters Score -2447775 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2448451.500000 Penalty: 5028.745117
	Iteration 7F: 3 clusters Score -2448452 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2448854.750000 Penalty: 5028.745117
	Iteration 8Q: 3 clusters Score -2448855 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2449139.500000 Penalty: 5028.745117
	Iteration 9Q: 3 clusters Score -2449140 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2449351.500000 Penalty: 5028.745117
	Iteration 10Q: 3 clusters Score -2449352 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2449509.500000 Penalty: 5028.745117
	Iteration 11Q: 3 clusters Score -2449510 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2449629.000000 Penalty: 5028.745117
	Iteration 12Q: 3 clusters Score -2449629 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2449767.000000 Penalty: 5028.745117
	Iteration 13Q: 3 clusters Score -2449767 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2449899.500000 Penalty: 5028.745117
	Iteration 14Q: 3 clusters Score -2449900 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2450041.500000 Penalty: 5028.745117
	Iteration 15Q: 3 clusters Score -2450042 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2450178.500000 Penalty: 5028.745117
	Iteration 16Q: 3 clusters Score -2450178 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2450305.750000 Penalty: 5028.745117
	Iteration 17Q: 3 clusters Score -2450306 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2450481.250000 Penalty: 5028.745117
	Iteration 18Q: 3 clusters Score -2450481 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2450634.250000 Penalty: 5028.745117
	Iteration 19Q: 3 clusters Score -2450634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2450804.000000 Penalty: 5028.745117
	Iteration 20F: 3 clusters Score -2450804 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2450955.500000 Penalty: 5028.745117
	Iteration 21Q: 3 clusters Score -2450956 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2451098.000000 Penalty: 5028.745117
	Iteration 22Q: 3 clusters Score -2451098 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2451232.500000 Penalty: 5028.745117
	Iteration 23Q: 3 clusters Score -2451232 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2451349.500000 Penalty: 5028.745117
	Iteration 24Q: 3 clusters Score -2451350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2451450.250000 Penalty: 5028.745117
	Iteration 25Q: 3 clusters Score -2451450 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2451538.500000 Penalty: 5028.745117
	Iteration 26Q: 3 clusters Score -2451538 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2451618.500000 Penalty: 5028.745117
	Iteration 27Q: 3 clusters Score -2451618 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2451674.250000 Penalty: 5028.745117
	Iteration 28Q: 3 clusters Score -2451674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2451734.500000 Penalty: 5028.745117
	Iteration 29Q: 3 clusters Score -2451734 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2451796.500000 Penalty: 5028.745117
	Iteration 30Q: 3 clusters Score -2451796 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2451844.250000 Penalty: 5028.745117
	Iteration 31Q: 3 clusters Score -2451844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2451888.000000 Penalty: 5028.745117
	Iteration 32Q: 3 clusters Score -2451888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2451920.750000 Penalty: 5028.745117
	Iteration 33Q: 3 clusters Score -2451921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2451953.000000 Penalty: 5028.745117
	Iteration 34Q: 3 clusters Score -2451953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2451986.000000 Penalty: 5028.745117
	Iteration 35Q: 3 clusters Score -2451986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2452002.250000 Penalty: 5028.745117
	Iteration 36Q: 3 clusters Score -2452002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2452017.500000 Penalty: 5028.745117
	Iteration 37Q: 3 clusters Score -2452018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2452030.000000 Penalty: 5028.745117
	Iteration 38Q: 3 clusters Score -2452030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2452042.250000 Penalty: 5028.745117
	Iteration 39Q: 3 clusters Score -2452042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2452045.500000 Penalty: 5028.745117
	Iteration 40F: 3 clusters Score -2452046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2452062.250000 Penalty: 5028.745117
	Iteration 41Q: 3 clusters Score -2452062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2452073.750000 Penalty: 5028.745117
	Iteration 42Q: 3 clusters Score -2452074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2452082.500000 Penalty: 5028.745117
	Iteration 43Q: 3 clusters Score -2452082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2452092.750000 Penalty: 5028.745117
	Iteration 44Q: 3 clusters Score -2452093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2452097.250000 Penalty: 5028.745117
	Iteration 45Q: 3 clusters Score -2452097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2452112.750000 Penalty: 5028.745117
	Iteration 46Q: 3 clusters Score -2452113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2452113.000000 Penalty: 5028.745117
	Iteration 47Q: 3 clusters Score -2452113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2452114.750000 Penalty: 5028.745117
	Iteration 48Q: 3 clusters Score -2452115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2452113.500000 Penalty: 5028.745117
	Iteration 49Q: 3 clusters Score -2452114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2452117.250000 Penalty: 5028.745117
	Iteration 50Q: 3 clusters Score -2452117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2452121.750000 Penalty: 5028.745117
	Iteration 51Q: 3 clusters Score -2452122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2452119.750000 Penalty: 5028.745117
	Iteration 52Q: 3 clusters Score -2452120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2452123.000000 Penalty: 5028.745117
	Iteration 53Q: 3 clusters Score -2452123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2452130.500000 Penalty: 5028.745117
	Iteration 54Q: 3 clusters Score -2452130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2452135.000000 Penalty: 5028.745117
	Iteration 55Q: 3 clusters Score -2452135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2452130.000000 Penalty: 5028.745117
	Iteration 56Q: 3 clusters Score -2452130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2452134.250000 Penalty: 5028.745117
	Iteration 57Q: 3 clusters Score -2452134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2452134.750000 Penalty: 5028.745117
	Iteration 58Q: 3 clusters Score -2452135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2452133.750000 Penalty: 5028.745117
	Iteration 59Q: 3 clusters Score -2452134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2452137.250000 Penalty: 5028.745117
	Iteration 60F: 3 clusters Score -2452137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2452140.250000 Penalty: 5028.745117
	Iteration 61Q: 3 clusters Score -2452140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2452139.500000 Penalty: 5028.745117
	Iteration 62Q: 3 clusters Score -2452140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2452138.000000 Penalty: 5028.745117
	Iteration 63Q: 3 clusters Score -2452138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2452140.250000 Penalty: 5028.745117
	Iteration 64Q: 3 clusters Score -2452140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2452143.250000 Penalty: 5028.745117
	Iteration 65Q: 3 clusters Score -2452143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2452147.000000 Penalty: 5028.745117
	Iteration 66Q: 3 clusters Score -2452147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2452153.000000 Penalty: 5028.745117
	Iteration 67Q: 3 clusters Score -2452153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2452154.000000 Penalty: 5028.745117
	Iteration 68Q: 3 clusters Score -2452154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2452155.250000 Penalty: 5028.745117
	Iteration 69Q: 3 clusters Score -2452155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2452162.000000 Penalty: 5028.745117
	Iteration 70Q: 3 clusters Score -2452162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2452161.000000 Penalty: 5028.745117
	Iteration 71Q: 3 clusters Score -2452161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2452170.750000 Penalty: 5028.745117
	Iteration 72Q: 3 clusters Score -2452171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2452163.750000 Penalty: 5028.745117
	Iteration 73Q: 3 clusters Score -2452164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2452168.250000 Penalty: 5028.745117
	Iteration 74Q: 3 clusters Score -2452168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2452169.250000 Penalty: 5028.745117
	Iteration 75Q: 3 clusters Score -2452169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2452165.000000 Penalty: 5028.745117
	Iteration 76Q: 3 clusters Score -2452165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2452167.750000 Penalty: 5028.745117
	Iteration 77Q: 3 clusters Score -2452168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2452169.000000 Penalty: 5028.745117
	Iteration 78Q: 3 clusters Score -2452169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2452169.000000 Penalty: 5028.745117
	Iteration 79F: 3 clusters Score -2452169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -1337043.875000 Penalty: 2375.421143
	Iteration 0F: 2 clusters Score -1337044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1326514.125000 Penalty: 4750.842285
	Iteration 0F: 3 clusters Score -1326514 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1329912.750000 Penalty: 4750.842285
	Iteration 1F: 3 clusters Score -1329913 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1330441.125000 Penalty: 4750.842285
	Iteration 2F: 3 clusters Score -1330441 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1330933.250000 Penalty: 4750.842285
	Iteration 3F: 3 clusters Score -1330933 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1331441.750000 Penalty: 4750.842285
	Iteration 4F: 3 clusters Score -1331442 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1331976.750000 Penalty: 4750.842285
	Iteration 5F: 3 clusters Score -1331977 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1332532.750000 Penalty: 4750.842285
	Iteration 6F: 3 clusters Score -1332533 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1333080.000000 Penalty: 4750.842285
	Iteration 7F: 3 clusters Score -1333080 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1333572.125000 Penalty: 4750.842285
	Iteration 8F: 3 clusters Score -1333572 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1333973.125000 Penalty: 4750.842285
	Iteration 9Q: 3 clusters Score -1333973 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1334273.750000 Penalty: 4750.842285
	Iteration 10Q: 3 clusters Score -1334274 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1334533.000000 Penalty: 4750.842285
	Iteration 11Q: 3 clusters Score -1334533 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1334734.750000 Penalty: 4750.842285
	Iteration 12Q: 3 clusters Score -1334735 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1334894.125000 Penalty: 4750.842285
	Iteration 13Q: 3 clusters Score -1334894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1335007.750000 Penalty: 4750.842285
	Iteration 14Q: 3 clusters Score -1335008 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1335088.500000 Penalty: 4750.842285
	Iteration 15Q: 3 clusters Score -1335088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1335152.500000 Penalty: 4750.842285
	Iteration 16Q: 3 clusters Score -1335152 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1335197.375000 Penalty: 4750.842285
	Iteration 17Q: 3 clusters Score -1335197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1335234.000000 Penalty: 4750.842285
	Iteration 18Q: 3 clusters Score -1335234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1335272.625000 Penalty: 4750.842285
	Iteration 19Q: 3 clusters Score -1335273 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1335315.000000 Penalty: 4750.842285
	Iteration 20F: 3 clusters Score -1335315 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1335343.875000 Penalty: 4750.842285
	Iteration 21Q: 3 clusters Score -1335344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1335372.000000 Penalty: 4750.842285
	Iteration 22Q: 3 clusters Score -1335372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1335398.625000 Penalty: 4750.842285
	Iteration 23Q: 3 clusters Score -1335399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1335419.000000 Penalty: 4750.842285
	Iteration 24Q: 3 clusters Score -1335419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1335423.625000 Penalty: 4750.842285
	Iteration 25Q: 3 clusters Score -1335424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1335436.500000 Penalty: 4750.842285
	Iteration 26Q: 3 clusters Score -1335436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1335440.375000 Penalty: 4750.842285
	Iteration 27Q: 3 clusters Score -1335440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1335442.500000 Penalty: 4750.842285
	Iteration 28Q: 3 clusters Score -1335442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1335443.750000 Penalty: 4750.842285
	Iteration 29Q: 3 clusters Score -1335444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1335450.625000 Penalty: 4750.842285
	Iteration 30Q: 3 clusters Score -1335451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1335454.625000 Penalty: 4750.842285
	Iteration 31Q: 3 clusters Score -1335455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1335458.375000 Penalty: 4750.842285
	Iteration 32Q: 3 clusters Score -1335458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1335460.375000 Penalty: 4750.842285
	Iteration 33Q: 3 clusters Score -1335460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1335460.375000 Penalty: 4750.842285
	Iteration 34Q: 3 clusters Score -1335460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1335457.000000 Penalty: 4750.842285
	Iteration 35Q: 3 clusters Score -1335457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1335457.500000 Penalty: 4750.842285
	Iteration 36Q: 3 clusters Score -1335458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1335458.625000 Penalty: 4750.842285
	Iteration 37Q: 3 clusters Score -1335459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1335458.000000 Penalty: 4750.842285
	Iteration 38Q: 3 clusters Score -1335458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1335458.000000 Penalty: 4750.842285
	Iteration 39F: 3 clusters Score -1335458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -1289240.125000 Penalty: 2351.339355
	Iteration 0F: 2 clusters Score -1289240 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 6515 members 
Entering Unmasked Estep 
Score: -1279566.250000 Penalty: 4702.678711
	Iteration 0F: 3 clusters Score -1279566 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1282573.625000 Penalty: 4702.678711
	Iteration 1F: 3 clusters Score -1282574 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1282989.000000 Penalty: 4702.678711
	Iteration 2F: 3 clusters Score -1282989 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1283322.500000 Penalty: 4702.678711
	Iteration 3F: 3 clusters Score -1283322 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1283611.500000 Penalty: 4702.678711
	Iteration 4Q: 3 clusters Score -1283612 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1283853.125000 Penalty: 4702.678711
	Iteration 5Q: 3 clusters Score -1283853 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1284080.875000 Penalty: 4702.678711
	Iteration 6Q: 3 clusters Score -1284081 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1284317.750000 Penalty: 4702.678711
	Iteration 7Q: 3 clusters Score -1284318 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1284573.500000 Penalty: 4702.678711
	Iteration 8Q: 3 clusters Score -1284574 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1284851.250000 Penalty: 4702.678711
	Iteration 9Q: 3 clusters Score -1284851 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1285135.875000 Penalty: 4702.678711
	Iteration 10Q: 3 clusters Score -1285136 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1285393.750000 Penalty: 4702.678711
	Iteration 11Q: 3 clusters Score -1285394 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1285617.250000 Penalty: 4702.678711
	Iteration 12Q: 3 clusters Score -1285617 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1285794.500000 Penalty: 4702.678711
	Iteration 13Q: 3 clusters Score -1285794 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1285940.375000 Penalty: 4702.678711
	Iteration 14Q: 3 clusters Score -1285940 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1286052.625000 Penalty: 4702.678711
	Iteration 15Q: 3 clusters Score -1286053 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1286136.500000 Penalty: 4702.678711
	Iteration 16Q: 3 clusters Score -1286136 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1286202.500000 Penalty: 4702.678711
	Iteration 17Q: 3 clusters Score -1286202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1286258.875000 Penalty: 4702.678711
	Iteration 18Q: 3 clusters Score -1286259 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1286299.625000 Penalty: 4702.678711
	Iteration 19Q: 3 clusters Score -1286300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1286332.625000 Penalty: 4702.678711
	Iteration 20F: 3 clusters Score -1286333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1286362.250000 Penalty: 4702.678711
	Iteration 21Q: 3 clusters Score -1286362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1286380.750000 Penalty: 4702.678711
	Iteration 22Q: 3 clusters Score -1286381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1286383.875000 Penalty: 4702.678711
	Iteration 23Q: 3 clusters Score -1286384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1286401.125000 Penalty: 4702.678711
	Iteration 24Q: 3 clusters Score -1286401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1286403.125000 Penalty: 4702.678711
	Iteration 25Q: 3 clusters Score -1286403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1286411.000000 Penalty: 4702.678711
	Iteration 26Q: 3 clusters Score -1286411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1286418.375000 Penalty: 4702.678711
	Iteration 27Q: 3 clusters Score -1286418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1286428.500000 Penalty: 4702.678711
	Iteration 28Q: 3 clusters Score -1286428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1286435.375000 Penalty: 4702.678711
	Iteration 29Q: 3 clusters Score -1286435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1286445.375000 Penalty: 4702.678711
	Iteration 30Q: 3 clusters Score -1286445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1286454.750000 Penalty: 4702.678711
	Iteration 31Q: 3 clusters Score -1286455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1286464.375000 Penalty: 4702.678711
	Iteration 32Q: 3 clusters Score -1286464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1286473.750000 Penalty: 4702.678711
	Iteration 33Q: 3 clusters Score -1286474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1286488.500000 Penalty: 4702.678711
	Iteration 34Q: 3 clusters Score -1286488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1286504.750000 Penalty: 4702.678711
	Iteration 35Q: 3 clusters Score -1286505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1286518.875000 Penalty: 4702.678711
	Iteration 36Q: 3 clusters Score -1286519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1286539.750000 Penalty: 4702.678711
	Iteration 37Q: 3 clusters Score -1286540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1286561.625000 Penalty: 4702.678711
	Iteration 38Q: 3 clusters Score -1286562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1286580.500000 Penalty: 4702.678711
	Iteration 39Q: 3 clusters Score -1286580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1286598.500000 Penalty: 4702.678711
	Iteration 40F: 3 clusters Score -1286598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1286619.375000 Penalty: 4702.678711
	Iteration 41Q: 3 clusters Score -1286619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1286636.875000 Penalty: 4702.678711
	Iteration 42Q: 3 clusters Score -1286637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1286647.375000 Penalty: 4702.678711
	Iteration 43Q: 3 clusters Score -1286647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1286664.625000 Penalty: 4702.678711
	Iteration 44Q: 3 clusters Score -1286665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1286672.750000 Penalty: 4702.678711
	Iteration 45Q: 3 clusters Score -1286673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1286685.500000 Penalty: 4702.678711
	Iteration 46Q: 3 clusters Score -1286686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1286693.250000 Penalty: 4702.678711
	Iteration 47Q: 3 clusters Score -1286693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1286704.250000 Penalty: 4702.678711
	Iteration 48Q: 3 clusters Score -1286704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1286712.500000 Penalty: 4702.678711
	Iteration 49Q: 3 clusters Score -1286712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1286724.750000 Penalty: 4702.678711
	Iteration 50Q: 3 clusters Score -1286725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1286740.375000 Penalty: 4702.678711
	Iteration 51Q: 3 clusters Score -1286740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1286749.500000 Penalty: 4702.678711
	Iteration 52Q: 3 clusters Score -1286750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1286765.000000 Penalty: 4702.678711
	Iteration 53Q: 3 clusters Score -1286765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1286776.125000 Penalty: 4702.678711
	Iteration 54Q: 3 clusters Score -1286776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1286787.375000 Penalty: 4702.678711
	Iteration 55Q: 3 clusters Score -1286787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1286797.000000 Penalty: 4702.678711
	Iteration 56Q: 3 clusters Score -1286797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1286812.625000 Penalty: 4702.678711
	Iteration 57Q: 3 clusters Score -1286813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1286828.625000 Penalty: 4702.678711
	Iteration 58Q: 3 clusters Score -1286829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1286849.250000 Penalty: 4702.678711
	Iteration 59Q: 3 clusters Score -1286849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1286870.625000 Penalty: 4702.678711
	Iteration 60F: 3 clusters Score -1286871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1286901.250000 Penalty: 4702.678711
	Iteration 61Q: 3 clusters Score -1286901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1286929.625000 Penalty: 4702.678711
	Iteration 62Q: 3 clusters Score -1286930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1286959.125000 Penalty: 4702.678711
	Iteration 63Q: 3 clusters Score -1286959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1286988.000000 Penalty: 4702.678711
	Iteration 64Q: 3 clusters Score -1286988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1287014.000000 Penalty: 4702.678711
	Iteration 65Q: 3 clusters Score -1287014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1287042.125000 Penalty: 4702.678711
	Iteration 66Q: 3 clusters Score -1287042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1287067.125000 Penalty: 4702.678711
	Iteration 67Q: 3 clusters Score -1287067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1287101.875000 Penalty: 4702.678711
	Iteration 68Q: 3 clusters Score -1287102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1287121.375000 Penalty: 4702.678711
	Iteration 69Q: 3 clusters Score -1287121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1287149.875000 Penalty: 4702.678711
	Iteration 70Q: 3 clusters Score -1287150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1287169.125000 Penalty: 4702.678711
	Iteration 71Q: 3 clusters Score -1287169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1287193.750000 Penalty: 4702.678711
	Iteration 72Q: 3 clusters Score -1287194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1287218.875000 Penalty: 4702.678711
	Iteration 73Q: 3 clusters Score -1287219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1287239.250000 Penalty: 4702.678711
	Iteration 74Q: 3 clusters Score -1287239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1287262.250000 Penalty: 4702.678711
	Iteration 75Q: 3 clusters Score -1287262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1287277.375000 Penalty: 4702.678711
	Iteration 76Q: 3 clusters Score -1287277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1287289.625000 Penalty: 4702.678711
	Iteration 77Q: 3 clusters Score -1287290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1287305.500000 Penalty: 4702.678711
	Iteration 78Q: 3 clusters Score -1287306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1287315.125000 Penalty: 4702.678711
	Iteration 79Q: 3 clusters Score -1287315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1287321.000000 Penalty: 4702.678711
	Iteration 80F: 3 clusters Score -1287321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1287327.000000 Penalty: 4702.678711
	Iteration 81Q: 3 clusters Score -1287327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1287334.250000 Penalty: 4702.678711
	Iteration 82Q: 3 clusters Score -1287334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1287336.375000 Penalty: 4702.678711
	Iteration 83Q: 3 clusters Score -1287336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1287343.000000 Penalty: 4702.678711
	Iteration 84Q: 3 clusters Score -1287343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1287348.500000 Penalty: 4702.678711
	Iteration 85Q: 3 clusters Score -1287348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1287355.500000 Penalty: 4702.678711
	Iteration 86Q: 3 clusters Score -1287356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1287361.125000 Penalty: 4702.678711
	Iteration 87Q: 3 clusters Score -1287361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1287364.625000 Penalty: 4702.678711
	Iteration 88Q: 3 clusters Score -1287365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1287370.375000 Penalty: 4702.678711
	Iteration 89Q: 3 clusters Score -1287370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1287376.000000 Penalty: 4702.678711
	Iteration 90Q: 3 clusters Score -1287376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1287383.000000 Penalty: 4702.678711
	Iteration 91Q: 3 clusters Score -1287383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1287389.125000 Penalty: 4702.678711
	Iteration 92Q: 3 clusters Score -1287389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1287391.500000 Penalty: 4702.678711
	Iteration 93Q: 3 clusters Score -1287392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1287395.375000 Penalty: 4702.678711
	Iteration 94Q: 3 clusters Score -1287395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1287397.500000 Penalty: 4702.678711
	Iteration 95Q: 3 clusters Score -1287398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1287398.500000 Penalty: 4702.678711
	Iteration 96Q: 3 clusters Score -1287398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1287397.625000 Penalty: 4702.678711
	Iteration 97Q: 3 clusters Score -1287398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1287400.750000 Penalty: 4702.678711
	Iteration 98Q: 3 clusters Score -1287401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1287400.375000 Penalty: 4702.678711
	Iteration 99Q: 3 clusters Score -1287400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1287400.250000 Penalty: 4702.678711
	Iteration 100F: 3 clusters Score -1287400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1287399.375000 Penalty: 4702.678711
	Iteration 101Q: 3 clusters Score -1287399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1287400.250000 Penalty: 4702.678711
	Iteration 102Q: 3 clusters Score -1287400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1287400.750000 Penalty: 4702.678711
	Iteration 103Q: 3 clusters Score -1287401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1287401.250000 Penalty: 4702.678711
	Iteration 104Q: 3 clusters Score -1287401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1287401.250000 Penalty: 4702.678711
	Iteration 105F: 3 clusters Score -1287401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2426163.500000 Penalty: 2506.485352
	Iteration 0F: 2 clusters Score -2426164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2409249.500000 Penalty: 5012.970703
	Iteration 0F: 3 clusters Score -2409250 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2414924.000000 Penalty: 5012.970703
	Iteration 1F: 3 clusters Score -2414924 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2415393.250000 Penalty: 5012.970703
	Iteration 2F: 3 clusters Score -2415393 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2415775.000000 Penalty: 5012.970703
	Iteration 3Q: 3 clusters Score -2415775 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2416060.250000 Penalty: 5012.970703
	Iteration 4Q: 3 clusters Score -2416060 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2416354.750000 Penalty: 5012.970703
	Iteration 5Q: 3 clusters Score -2416355 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2416654.250000 Penalty: 5012.970703
	Iteration 6Q: 3 clusters Score -2416654 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2417021.750000 Penalty: 5012.970703
	Iteration 7Q: 3 clusters Score -2417022 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2417514.000000 Penalty: 5012.970703
	Iteration 8Q: 3 clusters Score -2417514 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2418256.500000 Penalty: 5012.970703
	Iteration 9F: 3 clusters Score -2418256 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2419315.000000 Penalty: 5012.970703
	Iteration 10F: 3 clusters Score -2419315 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2420557.250000 Penalty: 5012.970703
	Iteration 11F: 3 clusters Score -2420557 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2421772.250000 Penalty: 5012.970703
	Iteration 12F: 3 clusters Score -2421772 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2422698.000000 Penalty: 5012.970703
	Iteration 13Q: 3 clusters Score -2422698 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2423285.500000 Penalty: 5012.970703
	Iteration 14Q: 3 clusters Score -2423286 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2423593.500000 Penalty: 5012.970703
	Iteration 15Q: 3 clusters Score -2423594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2423751.750000 Penalty: 5012.970703
	Iteration 16Q: 3 clusters Score -2423752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2423829.750000 Penalty: 5012.970703
	Iteration 17Q: 3 clusters Score -2423830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2423892.000000 Penalty: 5012.970703
	Iteration 18Q: 3 clusters Score -2423892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2423934.250000 Penalty: 5012.970703
	Iteration 19Q: 3 clusters Score -2423934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2423956.250000 Penalty: 5012.970703
	Iteration 20F: 3 clusters Score -2423956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2423970.000000 Penalty: 5012.970703
	Iteration 21Q: 3 clusters Score -2423970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2423973.750000 Penalty: 5012.970703
	Iteration 22Q: 3 clusters Score -2423974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2423984.750000 Penalty: 5012.970703
	Iteration 23Q: 3 clusters Score -2423985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2423986.750000 Penalty: 5012.970703
	Iteration 24Q: 3 clusters Score -2423987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2423990.750000 Penalty: 5012.970703
	Iteration 25Q: 3 clusters Score -2423991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2423999.750000 Penalty: 5012.970703
	Iteration 26Q: 3 clusters Score -2424000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2424005.250000 Penalty: 5012.970703
	Iteration 27Q: 3 clusters Score -2424005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2424012.750000 Penalty: 5012.970703
	Iteration 28Q: 3 clusters Score -2424013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2424018.500000 Penalty: 5012.970703
	Iteration 29Q: 3 clusters Score -2424018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2424027.250000 Penalty: 5012.970703
	Iteration 30Q: 3 clusters Score -2424027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2424036.500000 Penalty: 5012.970703
	Iteration 31Q: 3 clusters Score -2424036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2424039.750000 Penalty: 5012.970703
	Iteration 32Q: 3 clusters Score -2424040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2424047.750000 Penalty: 5012.970703
	Iteration 33Q: 3 clusters Score -2424048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2424053.500000 Penalty: 5012.970703
	Iteration 34Q: 3 clusters Score -2424054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2424056.000000 Penalty: 5012.970703
	Iteration 35Q: 3 clusters Score -2424056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2424056.000000 Penalty: 5012.970703
	Iteration 36F: 3 clusters Score -2424056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -469120.812500 Penalty: 2114.633545
	Iteration 0F: 2 clusters Score -469120.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -464580.000000 Penalty: 4229.267090
	Iteration 0F: 3 clusters Score -464580 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -465808.781250 Penalty: 4229.267090
	Iteration 1F: 3 clusters Score -465808.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -466253.843750 Penalty: 4229.267090
	Iteration 2F: 3 clusters Score -466253.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -466720.750000 Penalty: 4229.267090
	Iteration 3F: 3 clusters Score -466720.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -467237.781250 Penalty: 4229.267090
	Iteration 4F: 3 clusters Score -467237.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -467547.468750 Penalty: 4229.267090
	Iteration 5F: 3 clusters Score -467547.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -467703.125000 Penalty: 4229.267090
	Iteration 6Q: 3 clusters Score -467703.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -467782.250000 Penalty: 4229.267090
	Iteration 7Q: 3 clusters Score -467782.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -467819.718750 Penalty: 4229.267090
	Iteration 8Q: 3 clusters Score -467819.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -467840.343750 Penalty: 4229.267090
	Iteration 9Q: 3 clusters Score -467840.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -467855.343750 Penalty: 4229.267090
	Iteration 10Q: 3 clusters Score -467855.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -467872.187500 Penalty: 4229.267090
	Iteration 11Q: 3 clusters Score -467872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -467884.093750 Penalty: 4229.267090
	Iteration 12Q: 3 clusters Score -467884.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -467891.843750 Penalty: 4229.267090
	Iteration 13Q: 3 clusters Score -467891.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -467895.875000 Penalty: 4229.267090
	Iteration 14Q: 3 clusters Score -467895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -467897.937500 Penalty: 4229.267090
	Iteration 15Q: 3 clusters Score -467897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -467901.062500 Penalty: 4229.267090
	Iteration 16Q: 3 clusters Score -467901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -467902.625000 Penalty: 4229.267090
	Iteration 17Q: 3 clusters Score -467902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -467903.406250 Penalty: 4229.267090
	Iteration 18Q: 3 clusters Score -467903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -467903.656250 Penalty: 4229.267090
	Iteration 19Q: 3 clusters Score -467903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -467905.718750 Penalty: 4229.267090
	Iteration 20F: 3 clusters Score -467905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -467909.656250 Penalty: 4229.267090
	Iteration 21Q: 3 clusters Score -467909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -467912.375000 Penalty: 4229.267090
	Iteration 22Q: 3 clusters Score -467912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -467914.312500 Penalty: 4229.267090
	Iteration 23Q: 3 clusters Score -467914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -467913.812500 Penalty: 4229.267090
	Iteration 24Q: 3 clusters Score -467913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -467913.812500 Penalty: 4229.267090
	Iteration 25F: 3 clusters Score -467913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -203020.046875 Penalty: 1946.825684
	Iteration 0F: 2 clusters Score -203020 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 1266 members 
Entering Unmasked Estep 
Score: -200087.703125 Penalty: 3893.651367
	Iteration 0F: 3 clusters Score -200087.7 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -201005.968750 Penalty: 3893.651367
	Iteration 1F: 3 clusters Score -201006 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -201607.000000 Penalty: 3893.651367
	Iteration 2F: 3 clusters Score -201607 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -202097.125000 Penalty: 3893.651367
	Iteration 3F: 3 clusters Score -202097.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -202338.078125 Penalty: 3893.651367
	Iteration 4F: 3 clusters Score -202338.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -202504.109375 Penalty: 3893.651367
	Iteration 5Q: 3 clusters Score -202504.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -202605.359375 Penalty: 3893.651367
	Iteration 6Q: 3 clusters Score -202605.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -202673.218750 Penalty: 3893.651367
	Iteration 7Q: 3 clusters Score -202673.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -202717.562500 Penalty: 3893.651367
	Iteration 8Q: 3 clusters Score -202717.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -202747.265625 Penalty: 3893.651367
	Iteration 9Q: 3 clusters Score -202747.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -202769.937500 Penalty: 3893.651367
	Iteration 10Q: 3 clusters Score -202769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202777.750000 Penalty: 3893.651367
	Iteration 11Q: 3 clusters Score -202777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -202782.437500 Penalty: 3893.651367
	Iteration 12Q: 3 clusters Score -202782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -202782.890625 Penalty: 3893.651367
	Iteration 13Q: 3 clusters Score -202782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -202783.343750 Penalty: 3893.651367
	Iteration 14Q: 3 clusters Score -202783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -202783.343750 Penalty: 3893.651367
	Iteration 15F: 3 clusters Score -202783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Entering Unmasked Estep 
Score: -3514528.000000 Penalty: 2596.326172
	Iteration 0F: 2 clusters Score -3514528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3490482.750000 Penalty: 5192.652344
	Iteration 0F: 3 clusters Score -3490483 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3499258.500000 Penalty: 5192.652344
	Iteration 1F: 3 clusters Score -3499258 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3499955.500000 Penalty: 5192.652344
	Iteration 2F: 3 clusters Score -3499956 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3500900.500000 Penalty: 5192.652344
	Iteration 3F: 3 clusters Score -3500900 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3502235.250000 Penalty: 5192.652344
	Iteration 4F: 3 clusters Score -3502235 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3504134.750000 Penalty: 5192.652344
	Iteration 5F: 3 clusters Score -3504135 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3506058.500000 Penalty: 5192.652344
	Iteration 6F: 3 clusters Score -3506058 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3507623.000000 Penalty: 5192.652344
	Iteration 7F: 3 clusters Score -3507623 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3508646.250000 Penalty: 5192.652344
	Iteration 8F: 3 clusters Score -3508646 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3509356.250000 Penalty: 5192.652344
	Iteration 9Q: 3 clusters Score -3509356 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3509810.750000 Penalty: 5192.652344
	Iteration 10Q: 3 clusters Score -3509811 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3510095.000000 Penalty: 5192.652344
	Iteration 11Q: 3 clusters Score -3510095 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3510346.250000 Penalty: 5192.652344
	Iteration 12Q: 3 clusters Score -3510346 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3510529.500000 Penalty: 5192.652344
	Iteration 13Q: 3 clusters Score -3510530 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3510650.750000 Penalty: 5192.652344
	Iteration 14Q: 3 clusters Score -3510651 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3510741.250000 Penalty: 5192.652344
	Iteration 15Q: 3 clusters Score -3510741 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3510831.250000 Penalty: 5192.652344
	Iteration 16Q: 3 clusters Score -3510831 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3510899.500000 Penalty: 5192.652344
	Iteration 17Q: 3 clusters Score -3510900 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3510949.500000 Penalty: 5192.652344
	Iteration 18Q: 3 clusters Score -3510950 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3511011.750000 Penalty: 5192.652344
	Iteration 19Q: 3 clusters Score -3511012 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3511089.000000 Penalty: 5192.652344
	Iteration 20F: 3 clusters Score -3511089 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3511141.750000 Penalty: 5192.652344
	Iteration 21Q: 3 clusters Score -3511142 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3511194.750000 Penalty: 5192.652344
	Iteration 22Q: 3 clusters Score -3511195 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3511276.500000 Penalty: 5192.652344
	Iteration 23Q: 3 clusters Score -3511276 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3511324.250000 Penalty: 5192.652344
	Iteration 24Q: 3 clusters Score -3511324 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3511380.500000 Penalty: 5192.652344
	Iteration 25Q: 3 clusters Score -3511380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3511446.500000 Penalty: 5192.652344
	Iteration 26Q: 3 clusters Score -3511446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3511505.000000 Penalty: 5192.652344
	Iteration 27Q: 3 clusters Score -3511505 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3511561.250000 Penalty: 5192.652344
	Iteration 28Q: 3 clusters Score -3511561 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3511620.500000 Penalty: 5192.652344
	Iteration 29Q: 3 clusters Score -3511620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3511656.250000 Penalty: 5192.652344
	Iteration 30Q: 3 clusters Score -3511656 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3511711.250000 Penalty: 5192.652344
	Iteration 31Q: 3 clusters Score -3511711 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3511762.500000 Penalty: 5192.652344
	Iteration 32Q: 3 clusters Score -3511762 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3511810.000000 Penalty: 5192.652344
	Iteration 33Q: 3 clusters Score -3511810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3511850 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3511880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3511922.500000 Penalty: 5192.652344
	Iteration 36Q: 3 clusters Score -3511922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3511966.750000 Penalty: 5192.652344
	Iteration 37Q: 3 clusters Score -3511967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3511995.250000 Penalty: 5192.652344
	Iteration 38Q: 3 clusters Score -3511995 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3512015.000000 Penalty: 5192.652344
	Iteration 39Q: 3 clusters Score -3512015 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3512039.750000 Penalty: 5192.652344
	Iteration 40F: 3 clusters Score -3512040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3512060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3512063.750000 Penalty: 5192.652344
	Iteration 42Q: 3 clusters Score -3512064 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3512093.000000 Penalty: 5192.652344
	Iteration 43Q: 3 clusters Score -3512093 nChanged 106
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Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3512121.000000 Penalty: 5192.652344
	Iteration 44Q: 3 clusters Score -3512121 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3512132.500000 Penalty: 5192.652344
	Iteration 45Q: 3 clusters Score -3512132 nChanged 82
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Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3512146.750000 Penalty: 5192.652344
	Iteration 46Q: 3 clusters Score -3512147 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3512162.500000 Penalty: 5192.652344
	Iteration 47Q: 3 clusters Score -3512162 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3512170.250000 Penalty: 5192.652344
	Iteration 48Q: 3 clusters Score -3512170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3512179.250000 Penalty: 5192.652344
	Iteration 49Q: 3 clusters Score -3512179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3512190.000000 Penalty: 5192.652344
	Iteration 50Q: 3 clusters Score -3512190 nChanged 61
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Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3512190 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3512200.500000 Penalty: 5192.652344
	Iteration 52Q: 3 clusters Score -3512200 nChanged 53
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Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3512199.500000 Penalty: 5192.652344
	Iteration 53Q: 3 clusters Score -3512200 nChanged 34
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Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3512206.750000 Penalty: 5192.652344
	Iteration 54Q: 3 clusters Score -3512207 nChanged 24
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Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3512215.000000 Penalty: 5192.652344
	Iteration 55Q: 3 clusters Score -3512215 nChanged 28
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Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3512217.750000 Penalty: 5192.652344
	Iteration 56Q: 3 clusters Score -3512218 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3512227.250000 Penalty: 5192.652344
	Iteration 57Q: 3 clusters Score -3512227 nChanged 40
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Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3512225.500000 Penalty: 5192.652344
	Iteration 58Q: 3 clusters Score -3512226 nChanged 32
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Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3512239.500000 Penalty: 5192.652344
	Iteration 59Q: 3 clusters Score -3512240 nChanged 32
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Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3512240 nChanged 29
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Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3512254 nChanged 31
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Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3512258 nChanged 23
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Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3512270 nChanged 22
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Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3512276 nChanged 18
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Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3512276 nChanged 16
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Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3512286 nChanged 15
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Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3512282 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3512284 nChanged 25
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Mstep: Class 1 contains 32427 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3512288 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3512289 nChanged 26
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Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3512290.250000 Penalty: 5192.652344
	Iteration 71Q: 3 clusters Score -3512290 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3512288 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32530 members 
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Entering Unmasked Estep 
Score: -3512297.000000 Penalty: 5192.652344
	Iteration 73Q: 3 clusters Score -3512297 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32556 members 
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Entering Unmasked Estep 
Score: -3512306.500000 Penalty: 5192.652344
	Iteration 74Q: 3 clusters Score -3512306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3512310.500000 Penalty: 5192.652344
	Iteration 75Q: 3 clusters Score -3512310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3512313.500000 Penalty: 5192.652344
	Iteration 76Q: 3 clusters Score -3512314 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3512320.250000 Penalty: 5192.652344
	Iteration 77Q: 3 clusters Score -3512320 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32657 members 
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Entering Unmasked Estep 
Score: -3512326.000000 Penalty: 5192.652344
	Iteration 78Q: 3 clusters Score -3512326 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32682 members 
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Entering Unmasked Estep 
Score: -3512332.750000 Penalty: 5192.652344
	Iteration 79Q: 3 clusters Score -3512333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3512326.250000 Penalty: 5192.652344
	Iteration 80F: 3 clusters Score -3512326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3512322.500000 Penalty: 5192.652344
	Iteration 81Q: 3 clusters Score -3512322 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32727 members 
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Entering Unmasked Estep 
Score: -3512328.500000 Penalty: 5192.652344
	Iteration 82Q: 3 clusters Score -3512328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3512334.000000 Penalty: 5192.652344
	Iteration 83Q: 3 clusters Score -3512334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3512333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3512330.750000 Penalty: 5192.652344
	Iteration 85Q: 3 clusters Score -3512331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3512338.500000 Penalty: 5192.652344
	Iteration 86Q: 3 clusters Score -3512338 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3512339.500000 Penalty: 5192.652344
	Iteration 87Q: 3 clusters Score -3512340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3512347.000000 Penalty: 5192.652344
	Iteration 88Q: 3 clusters Score -3512347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3512349.750000 Penalty: 5192.652344
	Iteration 89Q: 3 clusters Score -3512350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3512346.750000 Penalty: 5192.652344
	Iteration 90Q: 3 clusters Score -3512347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3512348.250000 Penalty: 5192.652344
	Iteration 91Q: 3 clusters Score -3512348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3512343.750000 Penalty: 5192.652344
	Iteration 92Q: 3 clusters Score -3512344 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3512350.500000 Penalty: 5192.652344
	Iteration 93Q: 3 clusters Score -3512350 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3512351.500000 Penalty: 5192.652344
	Iteration 94Q: 3 clusters Score -3512352 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3512349.750000 Penalty: 5192.652344
	Iteration 95Q: 3 clusters Score -3512350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3512347.750000 Penalty: 5192.652344
	Iteration 96Q: 3 clusters Score -3512348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3512352.500000 Penalty: 5192.652344
	Iteration 97Q: 3 clusters Score -3512352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3512348.250000 Penalty: 5192.652344
	Iteration 98Q: 3 clusters Score -3512348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3512355.000000 Penalty: 5192.652344
	Iteration 99Q: 3 clusters Score -3512355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3512359.750000 Penalty: 5192.652344
	Iteration 100F: 3 clusters Score -3512360 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3512362.000000 Penalty: 5192.652344
	Iteration 101Q: 3 clusters Score -3512362 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3512359.250000 Penalty: 5192.652344
	Iteration 102Q: 3 clusters Score -3512359 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3512358.750000 Penalty: 5192.652344
	Iteration 103Q: 3 clusters Score -3512359 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3512360.750000 Penalty: 5192.652344
	Iteration 104Q: 3 clusters Score -3512361 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3512364.250000 Penalty: 5192.652344
	Iteration 105Q: 3 clusters Score -3512364 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3512363.750000 Penalty: 5192.652344
	Iteration 106Q: 3 clusters Score -3512364 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3512370.500000 Penalty: 5192.652344
	Iteration 107Q: 3 clusters Score -3512370 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3512370 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3512377.750000 Penalty: 5192.652344
	Iteration 109Q: 3 clusters Score -3512378 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3512379.750000 Penalty: 5192.652344
	Iteration 110Q: 3 clusters Score -3512380 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32957 members 
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Entering Unmasked Estep 
Score: -3512375.250000 Penalty: 5192.652344
	Iteration 111Q: 3 clusters Score -3512375 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32958 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3512374 nChanged 3
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Mstep: Class 1 contains 32957 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3512379 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3512375 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32960 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3512372 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32961 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3512376 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32964 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3512375 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32966 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3512374 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32969 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3512376 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3512376 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32982 members 
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Entering Unmasked Estep 
Score: -3512383.500000 Penalty: 5192.652344
	Iteration 121Q: 3 clusters Score -3512384 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3512379 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3512378 nChanged 3
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Mstep: Class 1 contains 32999 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3512375 nChanged 2
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Mstep: Class 1 contains 33001 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3512376 nChanged 2
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3512384 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3512379.750000 Penalty: 5192.652344
	Iteration 127Q: 3 clusters Score -3512380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3512378.750000 Penalty: 5192.652344
	Iteration 128Q: 3 clusters Score -3512379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3512381.500000 Penalty: 5192.652344
	Iteration 129Q: 3 clusters Score -3512382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3512383.000000 Penalty: 5192.652344
	Iteration 130Q: 3 clusters Score -3512383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3512383.000000 Penalty: 5192.652344
	Iteration 131F: 3 clusters Score -3512383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -163692.109375 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -163692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161197.218750 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -161197.2 nChanged 543
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: -161605.859375 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -161605.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161742.140625 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -161742.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161816.046875 Penalty: 3708.049316
	Iteration 3Q: 3 clusters Score -161816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161866.796875 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -161866.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161902.218750 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -161902.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161925.484375 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -161925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161942.484375 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -161942.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -161962.250000 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -161962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -161979.656250 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -161979.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -161989.750000 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -161989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -161992.578125 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -161992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -161995.500000 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -161995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -161997.343750 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -161997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -162000.343750 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -162000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -162005.156250 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -162005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -162010.062500 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -162010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -162010.812500 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -162010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -162011.875000 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -162011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -162013.031250 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -162013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -162013.031250 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -162013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -789459.000000 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -789459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -783075.687500 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -783075.7 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -784819.937500 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -784819.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -785115.500000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -785115.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -785303.625000 Penalty: 4457.215332
	Iteration 3Q: 3 clusters Score -785303.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -785434.187500 Penalty: 4457.215332
	Iteration 4Q: 3 clusters Score -785434.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -785539.937500 Penalty: 4457.215332
	Iteration 5Q: 3 clusters Score -785539.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -785630.625000 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -785630.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -785721.312500 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -785721.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -785813.000000 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -785813 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -785918.187500 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -785918.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -786019.812500 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -786019.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -786127.375000 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -786127.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -786236.125000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -786236.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -786340.062500 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -786340.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -786451.750000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -786451.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -786563.812500 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -786563.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -786667.375000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -786667.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -786775.312500 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -786775.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -786877.000000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -786877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -786979.625000 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -786979.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -787090.625000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -787090.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -787180.750000 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -787180.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -787259.812500 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -787259.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -787308.312500 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -787308.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -787341.375000 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -787341.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -787377.062500 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -787377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -787416.000000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -787416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -787439.875000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -787439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -787464.875000 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -787464.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -787481.562500 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -787481.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -787498.687500 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -787498.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -787515.375000 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -787515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -787522.750000 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -787522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -787526.062500 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -787526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -787528.000000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -787528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -787533.000000 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -787533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -787538.500000 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -787538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -787540.062500 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -787540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -787541.500000 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -787541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -787545.500000 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -787545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -787548.000000 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -787548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -787548.562500 Penalty: 4457.215332
	Iteration 41Q: 3 clusters Score -787548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -787550.125000 Penalty: 4457.215332
	Iteration 42Q: 3 clusters Score -787550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -787551.625000 Penalty: 4457.215332
	Iteration 43Q: 3 clusters Score -787551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -787551.625000 Penalty: 4457.215332
	Iteration 44F: 3 clusters Score -787551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -520529.937500 Penalty: 2146.838623
	Iteration 0F: 2 clusters Score -520529.9 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 2912 members 
Entering Unmasked Estep 
Score: -515447.687500 Penalty: 4293.677246
	Iteration 0F: 3 clusters Score -515447.7 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -516923.281250 Penalty: 4293.677246
	Iteration 1F: 3 clusters Score -516923.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -517614.906250 Penalty: 4293.677246
	Iteration 2F: 3 clusters Score -517614.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -518480.875000 Penalty: 4293.677246
	Iteration 3F: 3 clusters Score -518480.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -519317.531250 Penalty: 4293.677246
	Iteration 4F: 3 clusters Score -519317.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -519803.843750 Penalty: 4293.677246
	Iteration 5F: 3 clusters Score -519803.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -520039.750000 Penalty: 4293.677246
	Iteration 6Q: 3 clusters Score -520039.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -520162.531250 Penalty: 4293.677246
	Iteration 7Q: 3 clusters Score -520162.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -520247.250000 Penalty: 4293.677246
	Iteration 8Q: 3 clusters Score -520247.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -520298.718750 Penalty: 4293.677246
	Iteration 9Q: 3 clusters Score -520298.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -520325.468750 Penalty: 4293.677246
	Iteration 10Q: 3 clusters Score -520325.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -520345.500000 Penalty: 4293.677246
	Iteration 11Q: 3 clusters Score -520345.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -520357.343750 Penalty: 4293.677246
	Iteration 12Q: 3 clusters Score -520357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -520363.437500 Penalty: 4293.677246
	Iteration 13Q: 3 clusters Score -520363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -520364.781250 Penalty: 4293.677246
	Iteration 14Q: 3 clusters Score -520364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -520367.156250 Penalty: 4293.677246
	Iteration 15Q: 3 clusters Score -520367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -520367.687500 Penalty: 4293.677246
	Iteration 16Q: 3 clusters Score -520367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -520369.343750 Penalty: 4293.677246
	Iteration 17Q: 3 clusters Score -520369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -520370.843750 Penalty: 4293.677246
	Iteration 18Q: 3 clusters Score -520370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -520372.937500 Penalty: 4293.677246
	Iteration 19Q: 3 clusters Score -520372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -520372.562500 Penalty: 4293.677246
	Iteration 20F: 3 clusters Score -520372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -520373.250000 Penalty: 4293.677246
	Iteration 21Q: 3 clusters Score -520373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -520373.812500 Penalty: 4293.677246
	Iteration 22Q: 3 clusters Score -520373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -520375.062500 Penalty: 4293.677246
	Iteration 23Q: 3 clusters Score -520375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -520375.062500 Penalty: 4293.677246
	Iteration 24F: 3 clusters Score -520375.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1112862.250000 Penalty: 2322.273193
	Iteration 0F: 2 clusters Score -1112862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1104177.000000 Penalty: 4644.546387
	Iteration 0F: 3 clusters Score -1104177 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1106969.750000 Penalty: 4644.546387
	Iteration 1F: 3 clusters Score -1106970 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1107494.875000 Penalty: 4644.546387
	Iteration 2F: 3 clusters Score -1107495 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1108012.625000 Penalty: 4644.546387
	Iteration 3F: 3 clusters Score -1108013 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1108502.625000 Penalty: 4644.546387
	Iteration 4F: 3 clusters Score -1108503 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1108909.125000 Penalty: 4644.546387
	Iteration 5F: 3 clusters Score -1108909 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1109212.875000 Penalty: 4644.546387
	Iteration 6Q: 3 clusters Score -1109213 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1109416.125000 Penalty: 4644.546387
	Iteration 7Q: 3 clusters Score -1109416 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1109554.000000 Penalty: 4644.546387
	Iteration 8Q: 3 clusters Score -1109554 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1109648.875000 Penalty: 4644.546387
	Iteration 9Q: 3 clusters Score -1109649 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1109719.500000 Penalty: 4644.546387
	Iteration 10Q: 3 clusters Score -1109720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1109771.125000 Penalty: 4644.546387
	Iteration 11Q: 3 clusters Score -1109771 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1109817.125000 Penalty: 4644.546387
	Iteration 12Q: 3 clusters Score -1109817 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1109846.625000 Penalty: 4644.546387
	Iteration 13Q: 3 clusters Score -1109847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1109873.875000 Penalty: 4644.546387
	Iteration 14Q: 3 clusters Score -1109874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1109893.125000 Penalty: 4644.546387
	Iteration 15Q: 3 clusters Score -1109893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1109912.125000 Penalty: 4644.546387
	Iteration 16Q: 3 clusters Score -1109912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1109941.500000 Penalty: 4644.546387
	Iteration 17Q: 3 clusters Score -1109942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1109968.500000 Penalty: 4644.546387
	Iteration 18Q: 3 clusters Score -1109968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1110000.375000 Penalty: 4644.546387
	Iteration 19Q: 3 clusters Score -1110000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1110028.500000 Penalty: 4644.546387
	Iteration 20F: 3 clusters Score -1110028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1110058.125000 Penalty: 4644.546387
	Iteration 21Q: 3 clusters Score -1110058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1110097.750000 Penalty: 4644.546387
	Iteration 22Q: 3 clusters Score -1110098 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1110146.625000 Penalty: 4644.546387
	Iteration 23Q: 3 clusters Score -1110147 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1110188.875000 Penalty: 4644.546387
	Iteration 24Q: 3 clusters Score -1110189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1110241.750000 Penalty: 4644.546387
	Iteration 25Q: 3 clusters Score -1110242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1110286.250000 Penalty: 4644.546387
	Iteration 26Q: 3 clusters Score -1110286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1110346.000000 Penalty: 4644.546387
	Iteration 27Q: 3 clusters Score -1110346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1110394.000000 Penalty: 4644.546387
	Iteration 28Q: 3 clusters Score -1110394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1110452.000000 Penalty: 4644.546387
	Iteration 29Q: 3 clusters Score -1110452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1110504.250000 Penalty: 4644.546387
	Iteration 30Q: 3 clusters Score -1110504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1110559.125000 Penalty: 4644.546387
	Iteration 31Q: 3 clusters Score -1110559 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1110609.000000 Penalty: 4644.546387
	Iteration 32Q: 3 clusters Score -1110609 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1110664.000000 Penalty: 4644.546387
	Iteration 33Q: 3 clusters Score -1110664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1110717.500000 Penalty: 4644.546387
	Iteration 34Q: 3 clusters Score -1110718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1110766.250000 Penalty: 4644.546387
	Iteration 35Q: 3 clusters Score -1110766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1110802.125000 Penalty: 4644.546387
	Iteration 36Q: 3 clusters Score -1110802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1110838.250000 Penalty: 4644.546387
	Iteration 37Q: 3 clusters Score -1110838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1110865.000000 Penalty: 4644.546387
	Iteration 38Q: 3 clusters Score -1110865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1110890.250000 Penalty: 4644.546387
	Iteration 39Q: 3 clusters Score -1110890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1110911.375000 Penalty: 4644.546387
	Iteration 40F: 3 clusters Score -1110911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1110928.000000 Penalty: 4644.546387
	Iteration 41Q: 3 clusters Score -1110928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1110939.000000 Penalty: 4644.546387
	Iteration 42Q: 3 clusters Score -1110939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1110955.000000 Penalty: 4644.546387
	Iteration 43Q: 3 clusters Score -1110955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1110968.625000 Penalty: 4644.546387
	Iteration 44Q: 3 clusters Score -1110969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1110983.875000 Penalty: 4644.546387
	Iteration 45Q: 3 clusters Score -1110984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1110993.375000 Penalty: 4644.546387
	Iteration 46Q: 3 clusters Score -1110993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1111005.500000 Penalty: 4644.546387
	Iteration 47Q: 3 clusters Score -1111006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1111010.625000 Penalty: 4644.546387
	Iteration 48Q: 3 clusters Score -1111011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1111013.375000 Penalty: 4644.546387
	Iteration 49Q: 3 clusters Score -1111013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1111015.750000 Penalty: 4644.546387
	Iteration 50Q: 3 clusters Score -1111016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1111016.125000 Penalty: 4644.546387
	Iteration 51Q: 3 clusters Score -1111016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1111021.000000 Penalty: 4644.546387
	Iteration 52Q: 3 clusters Score -1111021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1111023.000000 Penalty: 4644.546387
	Iteration 53Q: 3 clusters Score -1111023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1111032.625000 Penalty: 4644.546387
	Iteration 54Q: 3 clusters Score -1111033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1111037.875000 Penalty: 4644.546387
	Iteration 55Q: 3 clusters Score -1111038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1111040.125000 Penalty: 4644.546387
	Iteration 56Q: 3 clusters Score -1111040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1111042.500000 Penalty: 4644.546387
	Iteration 57Q: 3 clusters Score -1111042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1111042.375000 Penalty: 4644.546387
	Iteration 58Q: 3 clusters Score -1111042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1111040.875000 Penalty: 4644.546387
	Iteration 59Q: 3 clusters Score -1111041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1111045.250000 Penalty: 4644.546387
	Iteration 60F: 3 clusters Score -1111045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1111045.625000 Penalty: 4644.546387
	Iteration 61Q: 3 clusters Score -1111046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1111049.375000 Penalty: 4644.546387
	Iteration 62Q: 3 clusters Score -1111049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1111053.375000 Penalty: 4644.546387
	Iteration 63Q: 3 clusters Score -1111053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1111059.125000 Penalty: 4644.546387
	Iteration 64Q: 3 clusters Score -1111059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1111060.625000 Penalty: 4644.546387
	Iteration 65Q: 3 clusters Score -1111061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1111064.875000 Penalty: 4644.546387
	Iteration 66Q: 3 clusters Score -1111065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1111063.500000 Penalty: 4644.546387
	Iteration 67Q: 3 clusters Score -1111064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1111067.000000 Penalty: 4644.546387
	Iteration 68Q: 3 clusters Score -1111067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1111070.125000 Penalty: 4644.546387
	Iteration 69Q: 3 clusters Score -1111070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1111071.000000 Penalty: 4644.546387
	Iteration 70Q: 3 clusters Score -1111071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1111074.000000 Penalty: 4644.546387
	Iteration 71Q: 3 clusters Score -1111074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1111076.500000 Penalty: 4644.546387
	Iteration 72Q: 3 clusters Score -1111076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1111077.375000 Penalty: 4644.546387
	Iteration 73Q: 3 clusters Score -1111077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1111079.125000 Penalty: 4644.546387
	Iteration 74Q: 3 clusters Score -1111079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1111079.375000 Penalty: 4644.546387
	Iteration 75Q: 3 clusters Score -1111079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1111079.375000 Penalty: 4644.546387
	Iteration 76F: 3 clusters Score -1111079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -192659.359375 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -192659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190092.937500 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -190092.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190511.203125 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -190511.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -190638.953125 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -190639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -190722.546875 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -190722.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -190767.671875 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -190767.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -190801.203125 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -190801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190820.625000 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -190820.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -190836.765625 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -190836.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -190853.046875 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -190853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -190860.328125 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -190860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190864.593750 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -190864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190865.890625 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -190865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190866.453125 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -190866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190866.453125 Penalty: 3748.506348
	Iteration 13F: 3 clusters Score -190866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -340838.875000 Penalty: 2013.463135
	Iteration 0F: 2 clusters Score -340838.9 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 1650 members 
Entering Unmasked Estep 
Score: -337348.812500 Penalty: 4026.926270
	Iteration 0F: 3 clusters Score -337348.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -338060.843750 Penalty: 4026.926270
	Iteration 1F: 3 clusters Score -338060.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -338214.906250 Penalty: 4026.926270
	Iteration 2F: 3 clusters Score -338214.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -338319.468750 Penalty: 4026.926270
	Iteration 3Q: 3 clusters Score -338319.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338387.593750 Penalty: 4026.926270
	Iteration 4Q: 3 clusters Score -338387.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -338445.156250 Penalty: 4026.926270
	Iteration 5Q: 3 clusters Score -338445.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -338489.906250 Penalty: 4026.926270
	Iteration 6Q: 3 clusters Score -338489.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -338511.656250 Penalty: 4026.926270
	Iteration 7Q: 3 clusters Score -338511.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -338532.218750 Penalty: 4026.926270
	Iteration 8Q: 3 clusters Score -338532.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -338549.125000 Penalty: 4026.926270
	Iteration 9Q: 3 clusters Score -338549.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -338567.375000 Penalty: 4026.926270
	Iteration 10Q: 3 clusters Score -338567.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -338585.468750 Penalty: 4026.926270
	Iteration 11Q: 3 clusters Score -338585.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -338604.312500 Penalty: 4026.926270
	Iteration 12Q: 3 clusters Score -338604.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -338619.500000 Penalty: 4026.926270
	Iteration 13Q: 3 clusters Score -338619.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -338634.343750 Penalty: 4026.926270
	Iteration 14Q: 3 clusters Score -338634.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -338647.687500 Penalty: 4026.926270
	Iteration 15Q: 3 clusters Score -338647.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -338660.468750 Penalty: 4026.926270
	Iteration 16Q: 3 clusters Score -338660.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -338670.812500 Penalty: 4026.926270
	Iteration 17Q: 3 clusters Score -338670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -338675.843750 Penalty: 4026.926270
	Iteration 18Q: 3 clusters Score -338675.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -338684.812500 Penalty: 4026.926270
	Iteration 19Q: 3 clusters Score -338684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -338693.593750 Penalty: 4026.926270
	Iteration 20F: 3 clusters Score -338693.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -338703.406250 Penalty: 4026.926270
	Iteration 21Q: 3 clusters Score -338703.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -338716.187500 Penalty: 4026.926270
	Iteration 22Q: 3 clusters Score -338716.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -338726.437500 Penalty: 4026.926270
	Iteration 23Q: 3 clusters Score -338726.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -338736.687500 Penalty: 4026.926270
	Iteration 24Q: 3 clusters Score -338736.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -338747.937500 Penalty: 4026.926270
	Iteration 25Q: 3 clusters Score -338747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -338759.968750 Penalty: 4026.926270
	Iteration 26Q: 3 clusters Score -338760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -338779.812500 Penalty: 4026.926270
	Iteration 27Q: 3 clusters Score -338779.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -338795.781250 Penalty: 4026.926270
	Iteration 28Q: 3 clusters Score -338795.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -338812.500000 Penalty: 4026.926270
	Iteration 29Q: 3 clusters Score -338812.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -338828.906250 Penalty: 4026.926270
	Iteration 30Q: 3 clusters Score -338828.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -338841.718750 Penalty: 4026.926270
	Iteration 31Q: 3 clusters Score -338841.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -338849.656250 Penalty: 4026.926270
	Iteration 32Q: 3 clusters Score -338849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -338857.406250 Penalty: 4026.926270
	Iteration 33Q: 3 clusters Score -338857.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -338869.531250 Penalty: 4026.926270
	Iteration 34Q: 3 clusters Score -338869.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -338878.625000 Penalty: 4026.926270
	Iteration 35Q: 3 clusters Score -338878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -338886.937500 Penalty: 4026.926270
	Iteration 36Q: 3 clusters Score -338886.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -338895.312500 Penalty: 4026.926270
	Iteration 37Q: 3 clusters Score -338895.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -338901.468750 Penalty: 4026.926270
	Iteration 38Q: 3 clusters Score -338901.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -338905.968750 Penalty: 4026.926270
	Iteration 39Q: 3 clusters Score -338906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -338909.656250 Penalty: 4026.926270
	Iteration 40F: 3 clusters Score -338909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -338912.968750 Penalty: 4026.926270
	Iteration 41Q: 3 clusters Score -338913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -338914.343750 Penalty: 4026.926270
	Iteration 42Q: 3 clusters Score -338914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -338916.468750 Penalty: 4026.926270
	Iteration 43Q: 3 clusters Score -338916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -338920.968750 Penalty: 4026.926270
	Iteration 44Q: 3 clusters Score -338921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -338922.375000 Penalty: 4026.926270
	Iteration 45Q: 3 clusters Score -338922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -338927.093750 Penalty: 4026.926270
	Iteration 46Q: 3 clusters Score -338927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -338928.750000 Penalty: 4026.926270
	Iteration 47Q: 3 clusters Score -338928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -338933.625000 Penalty: 4026.926270
	Iteration 48Q: 3 clusters Score -338933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -338934.843750 Penalty: 4026.926270
	Iteration 49Q: 3 clusters Score -338934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -338935.500000 Penalty: 4026.926270
	Iteration 50Q: 3 clusters Score -338935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -338935.500000 Penalty: 4026.926270
	Iteration 51F: 3 clusters Score -338935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -974390.562500 Penalty: 2273.108643
	Iteration 0F: 2 clusters Score -974390.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -966924.625000 Penalty: 4546.217285
	Iteration 0F: 3 clusters Score -966924.6 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -969080.625000 Penalty: 4546.217285
	Iteration 1F: 3 clusters Score -969080.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -969417.812500 Penalty: 4546.217285
	Iteration 2F: 3 clusters Score -969417.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -969661.375000 Penalty: 4546.217285
	Iteration 3F: 3 clusters Score -969661.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -969871.750000 Penalty: 4546.217285
	Iteration 4Q: 3 clusters Score -969871.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -970064.437500 Penalty: 4546.217285
	Iteration 5Q: 3 clusters Score -970064.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -970311.562500 Penalty: 4546.217285
	Iteration 6Q: 3 clusters Score -970311.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -970605.812500 Penalty: 4546.217285
	Iteration 7Q: 3 clusters Score -970605.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -970929.125000 Penalty: 4546.217285
	Iteration 8Q: 3 clusters Score -970929.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -971317.125000 Penalty: 4546.217285
	Iteration 9Q: 3 clusters Score -971317.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -971698.625000 Penalty: 4546.217285
	Iteration 10Q: 3 clusters Score -971698.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -971973.625000 Penalty: 4546.217285
	Iteration 11Q: 3 clusters Score -971973.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -972117.875000 Penalty: 4546.217285
	Iteration 12Q: 3 clusters Score -972117.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -972221.562500 Penalty: 4546.217285
	Iteration 13Q: 3 clusters Score -972221.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -972284.937500 Penalty: 4546.217285
	Iteration 14Q: 3 clusters Score -972284.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -972348.312500 Penalty: 4546.217285
	Iteration 15Q: 3 clusters Score -972348.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -972400.375000 Penalty: 4546.217285
	Iteration 16Q: 3 clusters Score -972400.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -972435.437500 Penalty: 4546.217285
	Iteration 17Q: 3 clusters Score -972435.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -972456.875000 Penalty: 4546.217285
	Iteration 18Q: 3 clusters Score -972456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -972473.062500 Penalty: 4546.217285
	Iteration 19Q: 3 clusters Score -972473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -972479.312500 Penalty: 4546.217285
	Iteration 20F: 3 clusters Score -972479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -972484.062500 Penalty: 4546.217285
	Iteration 21Q: 3 clusters Score -972484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -972486.875000 Penalty: 4546.217285
	Iteration 22Q: 3 clusters Score -972486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -972488.750000 Penalty: 4546.217285
	Iteration 23Q: 3 clusters Score -972488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -972488.312500 Penalty: 4546.217285
	Iteration 24Q: 3 clusters Score -972488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -972491.187500 Penalty: 4546.217285
	Iteration 25Q: 3 clusters Score -972491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -972491.812500 Penalty: 4546.217285
	Iteration 26Q: 3 clusters Score -972491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -972494.000000 Penalty: 4546.217285
	Iteration 27Q: 3 clusters Score -972494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -972497.687500 Penalty: 4546.217285
	Iteration 28Q: 3 clusters Score -972497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -972499.750000 Penalty: 4546.217285
	Iteration 29Q: 3 clusters Score -972499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -972500.312500 Penalty: 4546.217285
	Iteration 30Q: 3 clusters Score -972500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -972502.312500 Penalty: 4546.217285
	Iteration 31Q: 3 clusters Score -972502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -972504.375000 Penalty: 4546.217285
	Iteration 32Q: 3 clusters Score -972504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -972506.500000 Penalty: 4546.217285
	Iteration 33Q: 3 clusters Score -972506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -972505.687500 Penalty: 4546.217285
	Iteration 34Q: 3 clusters Score -972505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -972509.187500 Penalty: 4546.217285
	Iteration 35Q: 3 clusters Score -972509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -972510.000000 Penalty: 4546.217285
	Iteration 36Q: 3 clusters Score -972510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -972510.000000 Penalty: 4546.217285
	Iteration 37F: 3 clusters Score -972510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Entering Unmasked Estep 
Score: -1403195.250000 Penalty: 2383.310547
	Iteration 0F: 2 clusters Score -1403195 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 7467 members 
Entering Unmasked Estep 
Score: -1392293.000000 Penalty: 4766.621094
	Iteration 0F: 3 clusters Score -1392293 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1395979.875000 Penalty: 4766.621094
	Iteration 1F: 3 clusters Score -1395980 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1396657.500000 Penalty: 4766.621094
	Iteration 2F: 3 clusters Score -1396658 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1397315.500000 Penalty: 4766.621094
	Iteration 3F: 3 clusters Score -1397316 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1397940.875000 Penalty: 4766.621094
	Iteration 4F: 3 clusters Score -1397941 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1398501.875000 Penalty: 4766.621094
	Iteration 5F: 3 clusters Score -1398502 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1399020.375000 Penalty: 4766.621094
	Iteration 6F: 3 clusters Score -1399020 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1399481.750000 Penalty: 4766.621094
	Iteration 7Q: 3 clusters Score -1399482 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1399824.625000 Penalty: 4766.621094
	Iteration 8Q: 3 clusters Score -1399825 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1400062.875000 Penalty: 4766.621094
	Iteration 9Q: 3 clusters Score -1400063 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1400235.875000 Penalty: 4766.621094
	Iteration 10Q: 3 clusters Score -1400236 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1400368.000000 Penalty: 4766.621094
	Iteration 11Q: 3 clusters Score -1400368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1400461.000000 Penalty: 4766.621094
	Iteration 12Q: 3 clusters Score -1400461 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1400528.500000 Penalty: 4766.621094
	Iteration 13Q: 3 clusters Score -1400528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1400575.125000 Penalty: 4766.621094
	Iteration 14Q: 3 clusters Score -1400575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1400620.250000 Penalty: 4766.621094
	Iteration 15Q: 3 clusters Score -1400620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1400651.375000 Penalty: 4766.621094
	Iteration 16Q: 3 clusters Score -1400651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1400687.000000 Penalty: 4766.621094
	Iteration 17Q: 3 clusters Score -1400687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1400716.875000 Penalty: 4766.621094
	Iteration 18Q: 3 clusters Score -1400717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1400733.125000 Penalty: 4766.621094
	Iteration 19Q: 3 clusters Score -1400733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1400753.500000 Penalty: 4766.621094
	Iteration 20F: 3 clusters Score -1400754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1400769.250000 Penalty: 4766.621094
	Iteration 21Q: 3 clusters Score -1400769 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1400791.625000 Penalty: 4766.621094
	Iteration 22Q: 3 clusters Score -1400792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1400814.125000 Penalty: 4766.621094
	Iteration 23Q: 3 clusters Score -1400814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1400837.750000 Penalty: 4766.621094
	Iteration 24Q: 3 clusters Score -1400838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1400863.250000 Penalty: 4766.621094
	Iteration 25Q: 3 clusters Score -1400863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1400895.500000 Penalty: 4766.621094
	Iteration 26Q: 3 clusters Score -1400896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1400919.375000 Penalty: 4766.621094
	Iteration 27Q: 3 clusters Score -1400919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1400934.625000 Penalty: 4766.621094
	Iteration 28Q: 3 clusters Score -1400935 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1400966.125000 Penalty: 4766.621094
	Iteration 29Q: 3 clusters Score -1400966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1400991.250000 Penalty: 4766.621094
	Iteration 30Q: 3 clusters Score -1400991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1401025.250000 Penalty: 4766.621094
	Iteration 31Q: 3 clusters Score -1401025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1401056.875000 Penalty: 4766.621094
	Iteration 32Q: 3 clusters Score -1401057 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1401089.875000 Penalty: 4766.621094
	Iteration 33Q: 3 clusters Score -1401090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1401120.625000 Penalty: 4766.621094
	Iteration 34Q: 3 clusters Score -1401121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1401161.375000 Penalty: 4766.621094
	Iteration 35Q: 3 clusters Score -1401161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1401186.375000 Penalty: 4766.621094
	Iteration 36Q: 3 clusters Score -1401186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1401212.125000 Penalty: 4766.621094
	Iteration 37Q: 3 clusters Score -1401212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1401231.500000 Penalty: 4766.621094
	Iteration 38Q: 3 clusters Score -1401232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1401249.125000 Penalty: 4766.621094
	Iteration 39Q: 3 clusters Score -1401249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1401266.125000 Penalty: 4766.621094
	Iteration 40F: 3 clusters Score -1401266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1401280.750000 Penalty: 4766.621094
	Iteration 41Q: 3 clusters Score -1401281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1401298.250000 Penalty: 4766.621094
	Iteration 42Q: 3 clusters Score -1401298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1401325.625000 Penalty: 4766.621094
	Iteration 43Q: 3 clusters Score -1401326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1401342.000000 Penalty: 4766.621094
	Iteration 44Q: 3 clusters Score -1401342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1401360.125000 Penalty: 4766.621094
	Iteration 45Q: 3 clusters Score -1401360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1401379.000000 Penalty: 4766.621094
	Iteration 46Q: 3 clusters Score -1401379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1401387.125000 Penalty: 4766.621094
	Iteration 47Q: 3 clusters Score -1401387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1401393.000000 Penalty: 4766.621094
	Iteration 48Q: 3 clusters Score -1401393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1401403.000000 Penalty: 4766.621094
	Iteration 49Q: 3 clusters Score -1401403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1401406.875000 Penalty: 4766.621094
	Iteration 50Q: 3 clusters Score -1401407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1401418.625000 Penalty: 4766.621094
	Iteration 51Q: 3 clusters Score -1401419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1401424.125000 Penalty: 4766.621094
	Iteration 52Q: 3 clusters Score -1401424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1401433.750000 Penalty: 4766.621094
	Iteration 53Q: 3 clusters Score -1401434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1401435.375000 Penalty: 4766.621094
	Iteration 54Q: 3 clusters Score -1401435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1401447.375000 Penalty: 4766.621094
	Iteration 55Q: 3 clusters Score -1401447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1401449.750000 Penalty: 4766.621094
	Iteration 56Q: 3 clusters Score -1401450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1401453.875000 Penalty: 4766.621094
	Iteration 57Q: 3 clusters Score -1401454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1401457.500000 Penalty: 4766.621094
	Iteration 58Q: 3 clusters Score -1401458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1401461.000000 Penalty: 4766.621094
	Iteration 59Q: 3 clusters Score -1401461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1401463.250000 Penalty: 4766.621094
	Iteration 60F: 3 clusters Score -1401463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1401467.125000 Penalty: 4766.621094
	Iteration 61Q: 3 clusters Score -1401467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1401466.875000 Penalty: 4766.621094
	Iteration 62Q: 3 clusters Score -1401467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1401467.750000 Penalty: 4766.621094
	Iteration 63Q: 3 clusters Score -1401468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1401473.375000 Penalty: 4766.621094
	Iteration 64Q: 3 clusters Score -1401473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1401481.750000 Penalty: 4766.621094
	Iteration 65Q: 3 clusters Score -1401482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1401485.750000 Penalty: 4766.621094
	Iteration 66Q: 3 clusters Score -1401486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1401482.250000 Penalty: 4766.621094
	Iteration 67Q: 3 clusters Score -1401482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1401483.375000 Penalty: 4766.621094
	Iteration 68Q: 3 clusters Score -1401483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1401488.125000 Penalty: 4766.621094
	Iteration 69Q: 3 clusters Score -1401488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1401488.500000 Penalty: 4766.621094
	Iteration 70Q: 3 clusters Score -1401488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1401486.375000 Penalty: 4766.621094
	Iteration 71Q: 3 clusters Score -1401486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1401487.125000 Penalty: 4766.621094
	Iteration 72Q: 3 clusters Score -1401487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1401492.500000 Penalty: 4766.621094
	Iteration 73Q: 3 clusters Score -1401492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1401489.875000 Penalty: 4766.621094
	Iteration 74Q: 3 clusters Score -1401490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1401490.125000 Penalty: 4766.621094
	Iteration 75Q: 3 clusters Score -1401490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1401494.500000 Penalty: 4766.621094
	Iteration 76Q: 3 clusters Score -1401494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1401493.750000 Penalty: 4766.621094
	Iteration 77Q: 3 clusters Score -1401494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1401495.875000 Penalty: 4766.621094
	Iteration 78Q: 3 clusters Score -1401496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1401496.000000 Penalty: 4766.621094
	Iteration 79Q: 3 clusters Score -1401496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1401500.750000 Penalty: 4766.621094
	Iteration 80F: 3 clusters Score -1401501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1401498.875000 Penalty: 4766.621094
	Iteration 81Q: 3 clusters Score -1401499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1401499.375000 Penalty: 4766.621094
	Iteration 82Q: 3 clusters Score -1401499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1401500.625000 Penalty: 4766.621094
	Iteration 83Q: 3 clusters Score -1401501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1401500.500000 Penalty: 4766.621094
	Iteration 84Q: 3 clusters Score -1401500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1401499.500000 Penalty: 4766.621094
	Iteration 85Q: 3 clusters Score -1401500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1401500.625000 Penalty: 4766.621094
	Iteration 86Q: 3 clusters Score -1401501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1401499.500000 Penalty: 4766.621094
	Iteration 87Q: 3 clusters Score -1401500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1401500.000000 Penalty: 4766.621094
	Iteration 88Q: 3 clusters Score -1401500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1401500.500000 Penalty: 4766.621094
	Iteration 89Q: 3 clusters Score -1401500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1401501.625000 Penalty: 4766.621094
	Iteration 90Q: 3 clusters Score -1401502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1401504.125000 Penalty: 4766.621094
	Iteration 91Q: 3 clusters Score -1401504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1401503.000000 Penalty: 4766.621094
	Iteration 92Q: 3 clusters Score -1401503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1401502.875000 Penalty: 4766.621094
	Iteration 93Q: 3 clusters Score -1401503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1401502.750000 Penalty: 4766.621094
	Iteration 94Q: 3 clusters Score -1401503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1401502.750000 Penalty: 4766.621094
	Iteration 95F: 3 clusters Score -1401503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Entering Unmasked Estep 
Score: -3540116.750000 Penalty: 2602.620117
	Iteration 0F: 2 clusters Score -3540117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3515634.500000 Penalty: 5205.240234
	Iteration 0F: 3 clusters Score -3515634 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3525027.000000 Penalty: 5205.240234
	Iteration 1F: 3 clusters Score -3525027 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3526609.000000 Penalty: 5205.240234
	Iteration 2F: 3 clusters Score -3526609 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3528750.250000 Penalty: 5205.240234
	Iteration 3F: 3 clusters Score -3528750 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3531321.750000 Penalty: 5205.240234
	Iteration 4F: 3 clusters Score -3531322 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3533835.250000 Penalty: 5205.240234
	Iteration 5F: 3 clusters Score -3533835 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3535787.750000 Penalty: 5205.240234
	Iteration 6F: 3 clusters Score -3535788 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3536948.500000 Penalty: 5205.240234
	Iteration 7Q: 3 clusters Score -3536948 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3537627.000000 Penalty: 5205.240234
	Iteration 8Q: 3 clusters Score -3537627 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3538029.750000 Penalty: 5205.240234
	Iteration 9Q: 3 clusters Score -3538030 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3538249.250000 Penalty: 5205.240234
	Iteration 10Q: 3 clusters Score -3538249 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3538410.500000 Penalty: 5205.240234
	Iteration 11Q: 3 clusters Score -3538410 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3538560.000000 Penalty: 5205.240234
	Iteration 12Q: 3 clusters Score -3538560 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3538684.750000 Penalty: 5205.240234
	Iteration 13Q: 3 clusters Score -3538685 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3538774.000000 Penalty: 5205.240234
	Iteration 14Q: 3 clusters Score -3538774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3538868.750000 Penalty: 5205.240234
	Iteration 15Q: 3 clusters Score -3538869 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -3538948.750000 Penalty: 5205.240234
	Iteration 16Q: 3 clusters Score -3538949 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3539006.250000 Penalty: 5205.240234
	Iteration 17Q: 3 clusters Score -3539006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3539060.250000 Penalty: 5205.240234
	Iteration 18Q: 3 clusters Score -3539060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3539081.250000 Penalty: 5205.240234
	Iteration 19Q: 3 clusters Score -3539081 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3539103.500000 Penalty: 5205.240234
	Iteration 20F: 3 clusters Score -3539104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3539127.250000 Penalty: 5205.240234
	Iteration 21Q: 3 clusters Score -3539127 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3539156.750000 Penalty: 5205.240234
	Iteration 22Q: 3 clusters Score -3539157 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3539188.500000 Penalty: 5205.240234
	Iteration 23Q: 3 clusters Score -3539188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3539207.750000 Penalty: 5205.240234
	Iteration 24Q: 3 clusters Score -3539208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3539218.250000 Penalty: 5205.240234
	Iteration 25Q: 3 clusters Score -3539218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3539243.250000 Penalty: 5205.240234
	Iteration 26Q: 3 clusters Score -3539243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3539252.500000 Penalty: 5205.240234
	Iteration 27Q: 3 clusters Score -3539252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3539271.500000 Penalty: 5205.240234
	Iteration 28Q: 3 clusters Score -3539272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3539280.000000 Penalty: 5205.240234
	Iteration 29Q: 3 clusters Score -3539280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -3539293.500000 Penalty: 5205.240234
	Iteration 30Q: 3 clusters Score -3539294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3539305.250000 Penalty: 5205.240234
	Iteration 31Q: 3 clusters Score -3539305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -3539310.250000 Penalty: 5205.240234
	Iteration 32Q: 3 clusters Score -3539310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3539313.000000 Penalty: 5205.240234
	Iteration 33Q: 3 clusters Score -3539313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3539327.500000 Penalty: 5205.240234
	Iteration 34Q: 3 clusters Score -3539328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -3539328.000000 Penalty: 5205.240234
	Iteration 35Q: 3 clusters Score -3539328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3539338.750000 Penalty: 5205.240234
	Iteration 36Q: 3 clusters Score -3539339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3539337.250000 Penalty: 5205.240234
	Iteration 37Q: 3 clusters Score -3539337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3539344.500000 Penalty: 5205.240234
	Iteration 38Q: 3 clusters Score -3539344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3539345.500000 Penalty: 5205.240234
	Iteration 39Q: 3 clusters Score -3539346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3539348.000000 Penalty: 5205.240234
	Iteration 40F: 3 clusters Score -3539348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3539355.250000 Penalty: 5205.240234
	Iteration 41Q: 3 clusters Score -3539355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -3539351.500000 Penalty: 5205.240234
	Iteration 42Q: 3 clusters Score -3539352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -3539351.250000 Penalty: 5205.240234
	Iteration 43Q: 3 clusters Score -3539351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3539352.750000 Penalty: 5205.240234
	Iteration 44Q: 3 clusters Score -3539353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -3539358.750000 Penalty: 5205.240234
	Iteration 45Q: 3 clusters Score -3539359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -3539354.000000 Penalty: 5205.240234
	Iteration 46Q: 3 clusters Score -3539354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -3539354.250000 Penalty: 5205.240234
	Iteration 47Q: 3 clusters Score -3539354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3539354.000000 Penalty: 5205.240234
	Iteration 48Q: 3 clusters Score -3539354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3539354.250000 Penalty: 5205.240234
	Iteration 49Q: 3 clusters Score -3539354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3539352.250000 Penalty: 5205.240234
	Iteration 50Q: 3 clusters Score -3539352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3539350.750000 Penalty: 5205.240234
	Iteration 51Q: 3 clusters Score -3539351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3539354.750000 Penalty: 5205.240234
	Iteration 52Q: 3 clusters Score -3539355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3539353.250000 Penalty: 5205.240234
	Iteration 53Q: 3 clusters Score -3539353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3539354.000000 Penalty: 5205.240234
	Iteration 54Q: 3 clusters Score -3539354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -3539355.500000 Penalty: 5205.240234
	Iteration 55Q: 3 clusters Score -3539356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3539355.250000 Penalty: 5205.240234
	Iteration 56Q: 3 clusters Score -3539355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -3539358.250000 Penalty: 5205.240234
	Iteration 57Q: 3 clusters Score -3539358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3539360.250000 Penalty: 5205.240234
	Iteration 58Q: 3 clusters Score -3539360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -3539359.500000 Penalty: 5205.240234
	Iteration 59Q: 3 clusters Score -3539360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3539361.000000 Penalty: 5205.240234
	Iteration 60F: 3 clusters Score -3539361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3539363.750000 Penalty: 5205.240234
	Iteration 61Q: 3 clusters Score -3539364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -3539363.250000 Penalty: 5205.240234
	Iteration 62Q: 3 clusters Score -3539363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -3539363.250000 Penalty: 5205.240234
	Iteration 63F: 3 clusters Score -3539363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Entering Unmasked Estep 
Score: -1097519.375000 Penalty: 2335.382812
	Iteration 0F: 2 clusters Score -1097519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1088395.750000 Penalty: 4670.765625
	Iteration 0F: 3 clusters Score -1088396 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1091246.000000 Penalty: 4670.765625
	Iteration 1F: 3 clusters Score -1091246 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1091627.500000 Penalty: 4670.765625
	Iteration 2F: 3 clusters Score -1091628 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1091911.500000 Penalty: 4670.765625
	Iteration 3F: 3 clusters Score -1091912 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1092135.625000 Penalty: 4670.765625
	Iteration 4Q: 3 clusters Score -1092136 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1092330.375000 Penalty: 4670.765625
	Iteration 5Q: 3 clusters Score -1092330 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1092489.750000 Penalty: 4670.765625
	Iteration 6Q: 3 clusters Score -1092490 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1092638.625000 Penalty: 4670.765625
	Iteration 7Q: 3 clusters Score -1092639 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1092807.250000 Penalty: 4670.765625
	Iteration 8Q: 3 clusters Score -1092807 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1093002.000000 Penalty: 4670.765625
	Iteration 9Q: 3 clusters Score -1093002 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1093202.125000 Penalty: 4670.765625
	Iteration 10Q: 3 clusters Score -1093202 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1093388.125000 Penalty: 4670.765625
	Iteration 11Q: 3 clusters Score -1093388 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1093593.125000 Penalty: 4670.765625
	Iteration 12Q: 3 clusters Score -1093593 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1093841.500000 Penalty: 4670.765625
	Iteration 13Q: 3 clusters Score -1093842 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1094086.500000 Penalty: 4670.765625
	Iteration 14Q: 3 clusters Score -1094086 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1094309.875000 Penalty: 4670.765625
	Iteration 15Q: 3 clusters Score -1094310 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1094508.625000 Penalty: 4670.765625
	Iteration 16Q: 3 clusters Score -1094509 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1094690.000000 Penalty: 4670.765625
	Iteration 17Q: 3 clusters Score -1094690 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1094828.625000 Penalty: 4670.765625
	Iteration 18Q: 3 clusters Score -1094829 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1094945.000000 Penalty: 4670.765625
	Iteration 19Q: 3 clusters Score -1094945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1095037.125000 Penalty: 4670.765625
	Iteration 20F: 3 clusters Score -1095037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1095111.375000 Penalty: 4670.765625
	Iteration 21Q: 3 clusters Score -1095111 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1095168.250000 Penalty: 4670.765625
	Iteration 22Q: 3 clusters Score -1095168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1095211.500000 Penalty: 4670.765625
	Iteration 23Q: 3 clusters Score -1095212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1095250.375000 Penalty: 4670.765625
	Iteration 24Q: 3 clusters Score -1095250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1095272.500000 Penalty: 4670.765625
	Iteration 25Q: 3 clusters Score -1095272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1095298.875000 Penalty: 4670.765625
	Iteration 26Q: 3 clusters Score -1095299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1095327.250000 Penalty: 4670.765625
	Iteration 27Q: 3 clusters Score -1095327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1095352.875000 Penalty: 4670.765625
	Iteration 28Q: 3 clusters Score -1095353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1095382.125000 Penalty: 4670.765625
	Iteration 29Q: 3 clusters Score -1095382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1095404.125000 Penalty: 4670.765625
	Iteration 30Q: 3 clusters Score -1095404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1095423.875000 Penalty: 4670.765625
	Iteration 31Q: 3 clusters Score -1095424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1095450.250000 Penalty: 4670.765625
	Iteration 32Q: 3 clusters Score -1095450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1095483.250000 Penalty: 4670.765625
	Iteration 33Q: 3 clusters Score -1095483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1095507.000000 Penalty: 4670.765625
	Iteration 34Q: 3 clusters Score -1095507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1095538.250000 Penalty: 4670.765625
	Iteration 35Q: 3 clusters Score -1095538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1095560.625000 Penalty: 4670.765625
	Iteration 36Q: 3 clusters Score -1095561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1095583.375000 Penalty: 4670.765625
	Iteration 37Q: 3 clusters Score -1095583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1095592.625000 Penalty: 4670.765625
	Iteration 38Q: 3 clusters Score -1095593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1095605.000000 Penalty: 4670.765625
	Iteration 39Q: 3 clusters Score -1095605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1095615.125000 Penalty: 4670.765625
	Iteration 40F: 3 clusters Score -1095615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1095624.875000 Penalty: 4670.765625
	Iteration 41Q: 3 clusters Score -1095625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1095631.375000 Penalty: 4670.765625
	Iteration 42Q: 3 clusters Score -1095631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1095640.500000 Penalty: 4670.765625
	Iteration 43Q: 3 clusters Score -1095640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1095647.125000 Penalty: 4670.765625
	Iteration 44Q: 3 clusters Score -1095647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1095655.625000 Penalty: 4670.765625
	Iteration 45Q: 3 clusters Score -1095656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1095662.125000 Penalty: 4670.765625
	Iteration 46Q: 3 clusters Score -1095662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1095669.125000 Penalty: 4670.765625
	Iteration 47Q: 3 clusters Score -1095669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1095674.875000 Penalty: 4670.765625
	Iteration 48Q: 3 clusters Score -1095675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1095679.625000 Penalty: 4670.765625
	Iteration 49Q: 3 clusters Score -1095680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1095685.375000 Penalty: 4670.765625
	Iteration 50Q: 3 clusters Score -1095685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1095686.875000 Penalty: 4670.765625
	Iteration 51Q: 3 clusters Score -1095687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1095690.625000 Penalty: 4670.765625
	Iteration 52Q: 3 clusters Score -1095691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1095691.875000 Penalty: 4670.765625
	Iteration 53Q: 3 clusters Score -1095692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1095691.875000 Penalty: 4670.765625
	Iteration 54F: 3 clusters Score -1095692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -135015.734375 Penalty: 1812.186157
	Iteration 0F: 2 clusters Score -135015.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132732.296875 Penalty: 3624.372314
	Iteration 0F: 3 clusters Score -132732.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133099.750000 Penalty: 3624.372314
	Iteration 1F: 3 clusters Score -133099.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133197.265625 Penalty: 3624.372314
	Iteration 2F: 3 clusters Score -133197.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133246.859375 Penalty: 3624.372314
	Iteration 3Q: 3 clusters Score -133246.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133276.875000 Penalty: 3624.372314
	Iteration 4Q: 3 clusters Score -133276.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133303.359375 Penalty: 3624.372314
	Iteration 5Q: 3 clusters Score -133303.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133326.796875 Penalty: 3624.372314
	Iteration 6Q: 3 clusters Score -133326.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133341.812500 Penalty: 3624.372314
	Iteration 7Q: 3 clusters Score -133341.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133357.843750 Penalty: 3624.372314
	Iteration 8Q: 3 clusters Score -133357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133374.375000 Penalty: 3624.372314
	Iteration 9Q: 3 clusters Score -133374.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133385.156250 Penalty: 3624.372314
	Iteration 10Q: 3 clusters Score -133385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133391.093750 Penalty: 3624.372314
	Iteration 11Q: 3 clusters Score -133391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133396.453125 Penalty: 3624.372314
	Iteration 12Q: 3 clusters Score -133396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133401.015625 Penalty: 3624.372314
	Iteration 13Q: 3 clusters Score -133401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133402.218750 Penalty: 3624.372314
	Iteration 14Q: 3 clusters Score -133402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133405.125000 Penalty: 3624.372314
	Iteration 15Q: 3 clusters Score -133405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133408.203125 Penalty: 3624.372314
	Iteration 16Q: 3 clusters Score -133408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133411.031250 Penalty: 3624.372314
	Iteration 17Q: 3 clusters Score -133411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133412.109375 Penalty: 3624.372314
	Iteration 18Q: 3 clusters Score -133412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133412.109375 Penalty: 3624.372314
	Iteration 19F: 3 clusters Score -133412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Entering Unmasked Estep 
Score: -6252527.000000 Penalty: 2737.583008
	Iteration 0F: 2 clusters Score -6252527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -6210617.500000 Penalty: 5475.166016
	Iteration 0F: 3 clusters Score -6210618 nChanged 29087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -6226718.500000 Penalty: 5475.166016
	Iteration 1F: 3 clusters Score -6226718 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -6227471.500000 Penalty: 5475.166016
	Iteration 2Q: 3 clusters Score -6227472 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6228500.000000 Penalty: 5475.166016
	Iteration 3Q: 3 clusters Score -6228500 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6230225.500000 Penalty: 5475.166016
	Iteration 4F: 3 clusters Score -6230226 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -6233096.500000 Penalty: 5475.166016
	Iteration 5F: 3 clusters Score -6233096 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -6237246.500000 Penalty: 5475.166016
	Iteration 6F: 3 clusters Score -6237246 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6241949.500000 Penalty: 5475.166016
	Iteration 7F: 3 clusters Score -6241950 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -6245502.000000 Penalty: 5475.166016
	Iteration 8F: 3 clusters Score -6245502 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6247743.000000 Penalty: 5475.166016
	Iteration 9Q: 3 clusters Score -6247743 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6248903.500000 Penalty: 5475.166016
	Iteration 10Q: 3 clusters Score -6248904 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6249491.500000 Penalty: 5475.166016
	Iteration 11Q: 3 clusters Score -6249492 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6249761.000000 Penalty: 5475.166016
	Iteration 12Q: 3 clusters Score -6249761 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6249944.000000 Penalty: 5475.166016
	Iteration 13Q: 3 clusters Score -6249944 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6250064.000000 Penalty: 5475.166016
	Iteration 14Q: 3 clusters Score -6250064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6250116.000000 Penalty: 5475.166016
	Iteration 15Q: 3 clusters Score -6250116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6250160.500000 Penalty: 5475.166016
	Iteration 16Q: 3 clusters Score -6250160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6250184.000000 Penalty: 5475.166016
	Iteration 17Q: 3 clusters Score -6250184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6250211.500000 Penalty: 5475.166016
	Iteration 18Q: 3 clusters Score -6250212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6250225.000000 Penalty: 5475.166016
	Iteration 19Q: 3 clusters Score -6250225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6250233.500000 Penalty: 5475.166016
	Iteration 20F: 3 clusters Score -6250234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6250237.500000 Penalty: 5475.166016
	Iteration 21Q: 3 clusters Score -6250238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6250242.000000 Penalty: 5475.166016
	Iteration 22Q: 3 clusters Score -6250242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6250241.000000 Penalty: 5475.166016
	Iteration 23Q: 3 clusters Score -6250241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6250253.500000 Penalty: 5475.166016
	Iteration 24Q: 3 clusters Score -6250254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6250258.000000 Penalty: 5475.166016
	Iteration 25Q: 3 clusters Score -6250258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6250256.000000 Penalty: 5475.166016
	Iteration 26Q: 3 clusters Score -6250256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6250259.000000 Penalty: 5475.166016
	Iteration 27Q: 3 clusters Score -6250259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6250259.000000 Penalty: 5475.166016
	Iteration 28F: 3 clusters Score -6250259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Entering Unmasked Estep 
Score: -1400561.500000 Penalty: 2374.372070
	Iteration 0F: 2 clusters Score -1400562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1390171.625000 Penalty: 4748.744141
	Iteration 0F: 3 clusters Score -1390172 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1393362.500000 Penalty: 4748.744141
	Iteration 1F: 3 clusters Score -1393362 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1393778.125000 Penalty: 4748.744141
	Iteration 2F: 3 clusters Score -1393778 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1394118.375000 Penalty: 4748.744141
	Iteration 3F: 3 clusters Score -1394118 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1394399.500000 Penalty: 4748.744141
	Iteration 4Q: 3 clusters Score -1394400 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1394684.875000 Penalty: 4748.744141
	Iteration 5Q: 3 clusters Score -1394685 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1394958.125000 Penalty: 4748.744141
	Iteration 6Q: 3 clusters Score -1394958 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1395245.375000 Penalty: 4748.744141
	Iteration 7Q: 3 clusters Score -1395245 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1395578.125000 Penalty: 4748.744141
	Iteration 8Q: 3 clusters Score -1395578 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1395931.000000 Penalty: 4748.744141
	Iteration 9Q: 3 clusters Score -1395931 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1396307.250000 Penalty: 4748.744141
	Iteration 10Q: 3 clusters Score -1396307 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1396674.250000 Penalty: 4748.744141
	Iteration 11Q: 3 clusters Score -1396674 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1397011.750000 Penalty: 4748.744141
	Iteration 12Q: 3 clusters Score -1397012 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1397311.750000 Penalty: 4748.744141
	Iteration 13Q: 3 clusters Score -1397312 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1397550.250000 Penalty: 4748.744141
	Iteration 14Q: 3 clusters Score -1397550 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1397747.875000 Penalty: 4748.744141
	Iteration 15Q: 3 clusters Score -1397748 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1397891.250000 Penalty: 4748.744141
	Iteration 16Q: 3 clusters Score -1397891 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1397991.875000 Penalty: 4748.744141
	Iteration 17Q: 3 clusters Score -1397992 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1398052.250000 Penalty: 4748.744141
	Iteration 18Q: 3 clusters Score -1398052 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1398112.500000 Penalty: 4748.744141
	Iteration 19Q: 3 clusters Score -1398112 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1398143.500000 Penalty: 4748.744141
	Iteration 20F: 3 clusters Score -1398144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1398169.875000 Penalty: 4748.744141
	Iteration 21Q: 3 clusters Score -1398170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1398182.000000 Penalty: 4748.744141
	Iteration 22Q: 3 clusters Score -1398182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1398196.875000 Penalty: 4748.744141
	Iteration 23Q: 3 clusters Score -1398197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1398211.625000 Penalty: 4748.744141
	Iteration 24Q: 3 clusters Score -1398212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1398217.250000 Penalty: 4748.744141
	Iteration 25Q: 3 clusters Score -1398217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1398226.875000 Penalty: 4748.744141
	Iteration 26Q: 3 clusters Score -1398227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1398229.125000 Penalty: 4748.744141
	Iteration 27Q: 3 clusters Score -1398229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1398237.875000 Penalty: 4748.744141
	Iteration 28Q: 3 clusters Score -1398238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1398241.625000 Penalty: 4748.744141
	Iteration 29Q: 3 clusters Score -1398242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1398248.625000 Penalty: 4748.744141
	Iteration 30Q: 3 clusters Score -1398249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1398255.500000 Penalty: 4748.744141
	Iteration 31Q: 3 clusters Score -1398256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1398262.250000 Penalty: 4748.744141
	Iteration 32Q: 3 clusters Score -1398262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1398268.125000 Penalty: 4748.744141
	Iteration 33Q: 3 clusters Score -1398268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1398275.500000 Penalty: 4748.744141
	Iteration 34Q: 3 clusters Score -1398276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1398283.375000 Penalty: 4748.744141
	Iteration 35Q: 3 clusters Score -1398283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1398300.125000 Penalty: 4748.744141
	Iteration 36Q: 3 clusters Score -1398300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1398307.375000 Penalty: 4748.744141
	Iteration 37Q: 3 clusters Score -1398307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1398317.000000 Penalty: 4748.744141
	Iteration 38Q: 3 clusters Score -1398317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1398323.000000 Penalty: 4748.744141
	Iteration 39Q: 3 clusters Score -1398323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1398333.875000 Penalty: 4748.744141
	Iteration 40F: 3 clusters Score -1398334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1398349.750000 Penalty: 4748.744141
	Iteration 41Q: 3 clusters Score -1398350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1398370.250000 Penalty: 4748.744141
	Iteration 42Q: 3 clusters Score -1398370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1398390.000000 Penalty: 4748.744141
	Iteration 43Q: 3 clusters Score -1398390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1398409.000000 Penalty: 4748.744141
	Iteration 44Q: 3 clusters Score -1398409 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1398423.625000 Penalty: 4748.744141
	Iteration 45Q: 3 clusters Score -1398424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1398436.000000 Penalty: 4748.744141
	Iteration 46Q: 3 clusters Score -1398436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1398441.875000 Penalty: 4748.744141
	Iteration 47Q: 3 clusters Score -1398442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1398449.000000 Penalty: 4748.744141
	Iteration 48Q: 3 clusters Score -1398449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1398459.250000 Penalty: 4748.744141
	Iteration 49Q: 3 clusters Score -1398459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1398469.375000 Penalty: 4748.744141
	Iteration 50Q: 3 clusters Score -1398469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1398475.250000 Penalty: 4748.744141
	Iteration 51Q: 3 clusters Score -1398475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1398480.500000 Penalty: 4748.744141
	Iteration 52Q: 3 clusters Score -1398480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1398488.875000 Penalty: 4748.744141
	Iteration 53Q: 3 clusters Score -1398489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1398503.125000 Penalty: 4748.744141
	Iteration 54Q: 3 clusters Score -1398503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1398520.500000 Penalty: 4748.744141
	Iteration 55Q: 3 clusters Score -1398520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1398537.125000 Penalty: 4748.744141
	Iteration 56Q: 3 clusters Score -1398537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1398549.375000 Penalty: 4748.744141
	Iteration 57Q: 3 clusters Score -1398549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1398555.750000 Penalty: 4748.744141
	Iteration 58Q: 3 clusters Score -1398556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1398565.625000 Penalty: 4748.744141
	Iteration 59Q: 3 clusters Score -1398566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1398579.875000 Penalty: 4748.744141
	Iteration 60F: 3 clusters Score -1398580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1398584.750000 Penalty: 4748.744141
	Iteration 61Q: 3 clusters Score -1398585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1398590.125000 Penalty: 4748.744141
	Iteration 62Q: 3 clusters Score -1398590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1398593.250000 Penalty: 4748.744141
	Iteration 63Q: 3 clusters Score -1398593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1398598.125000 Penalty: 4748.744141
	Iteration 64Q: 3 clusters Score -1398598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1398605.875000 Penalty: 4748.744141
	Iteration 65Q: 3 clusters Score -1398606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1398607.875000 Penalty: 4748.744141
	Iteration 66Q: 3 clusters Score -1398608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1398612.875000 Penalty: 4748.744141
	Iteration 67Q: 3 clusters Score -1398613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1398617.375000 Penalty: 4748.744141
	Iteration 68Q: 3 clusters Score -1398617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1398623.125000 Penalty: 4748.744141
	Iteration 69Q: 3 clusters Score -1398623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1398626.000000 Penalty: 4748.744141
	Iteration 70Q: 3 clusters Score -1398626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1398626.875000 Penalty: 4748.744141
	Iteration 71Q: 3 clusters Score -1398627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1398627.125000 Penalty: 4748.744141
	Iteration 72Q: 3 clusters Score -1398627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1398629.125000 Penalty: 4748.744141
	Iteration 73Q: 3 clusters Score -1398629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1398630.625000 Penalty: 4748.744141
	Iteration 74Q: 3 clusters Score -1398631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1398631.750000 Penalty: 4748.744141
	Iteration 75Q: 3 clusters Score -1398632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1398631.875000 Penalty: 4748.744141
	Iteration 76Q: 3 clusters Score -1398632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1398631.625000 Penalty: 4748.744141
	Iteration 77Q: 3 clusters Score -1398632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1398632.000000 Penalty: 4748.744141
	Iteration 78Q: 3 clusters Score -1398632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1398632.625000 Penalty: 4748.744141
	Iteration 79Q: 3 clusters Score -1398633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1398634.250000 Penalty: 4748.744141
	Iteration 80F: 3 clusters Score -1398634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1398640.750000 Penalty: 4748.744141
	Iteration 81Q: 3 clusters Score -1398641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1398640.500000 Penalty: 4748.744141
	Iteration 82Q: 3 clusters Score -1398640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1398641.375000 Penalty: 4748.744141
	Iteration 83Q: 3 clusters Score -1398641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1398641.375000 Penalty: 4748.744141
	Iteration 84F: 3 clusters Score -1398641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -208983.093750 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -208983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205908.109375 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -205908.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -206630.843750 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -206630.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -206854.640625 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -206854.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -207044.703125 Penalty: 3921.281982
	Iteration 3F: 3 clusters Score -207044.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -207242.546875 Penalty: 3921.281982
	Iteration 4F: 3 clusters Score -207242.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207432.250000 Penalty: 3921.281982
	Iteration 5F: 3 clusters Score -207432.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -207617.656250 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -207617.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -207771.484375 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -207771.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -207882.687500 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -207882.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -207961.906250 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -207961.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208019.562500 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -208019.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -208057.421875 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -208057.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208072.687500 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -208072.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -208081.062500 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -208081.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -208091.421875 Penalty: 3921.281982
	Iteration 14Q: 3 clusters Score -208091.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -208099.437500 Penalty: 3921.281982
	Iteration 15Q: 3 clusters Score -208099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -208106.843750 Penalty: 3921.281982
	Iteration 16Q: 3 clusters Score -208106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -208117.812500 Penalty: 3921.281982
	Iteration 17Q: 3 clusters Score -208117.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208127.765625 Penalty: 3921.281982
	Iteration 18Q: 3 clusters Score -208127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -208135.031250 Penalty: 3921.281982
	Iteration 19Q: 3 clusters Score -208135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -208140.718750 Penalty: 3921.281982
	Iteration 20F: 3 clusters Score -208140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -208143.531250 Penalty: 3921.281982
	Iteration 21Q: 3 clusters Score -208143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -208147.578125 Penalty: 3921.281982
	Iteration 22Q: 3 clusters Score -208147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -208152.484375 Penalty: 3921.281982
	Iteration 23Q: 3 clusters Score -208152.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208157.656250 Penalty: 3921.281982
	Iteration 24Q: 3 clusters Score -208157.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208164.109375 Penalty: 3921.281982
	Iteration 25Q: 3 clusters Score -208164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -208168.187500 Penalty: 3921.281982
	Iteration 26Q: 3 clusters Score -208168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -208170.859375 Penalty: 3921.281982
	Iteration 27Q: 3 clusters Score -208170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -208174.578125 Penalty: 3921.281982
	Iteration 28Q: 3 clusters Score -208174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -208178.968750 Penalty: 3921.281982
	Iteration 29Q: 3 clusters Score -208179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -208184.781250 Penalty: 3921.281982
	Iteration 30Q: 3 clusters Score -208184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -208188.312500 Penalty: 3921.281982
	Iteration 31Q: 3 clusters Score -208188.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -208190.859375 Penalty: 3921.281982
	Iteration 32Q: 3 clusters Score -208190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -208192.187500 Penalty: 3921.281982
	Iteration 33Q: 3 clusters Score -208192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -208192.187500 Penalty: 3921.281982
	Iteration 34F: 3 clusters Score -208192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -347901.531250 Penalty: 2043.549927
	Iteration 0F: 2 clusters Score -347901.5 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 1908 members 
Entering Unmasked Estep 
Score: -344150.093750 Penalty: 4087.099854
	Iteration 0F: 3 clusters Score -344150.1 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345024.843750 Penalty: 4087.099854
	Iteration 1F: 3 clusters Score -345024.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -345276.500000 Penalty: 4087.099854
	Iteration 2F: 3 clusters Score -345276.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -345487.718750 Penalty: 4087.099854
	Iteration 3F: 3 clusters Score -345487.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345657.218750 Penalty: 4087.099854
	Iteration 4Q: 3 clusters Score -345657.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345806.218750 Penalty: 4087.099854
	Iteration 5Q: 3 clusters Score -345806.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -345924.968750 Penalty: 4087.099854
	Iteration 6Q: 3 clusters Score -345925 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -346032.312500 Penalty: 4087.099854
	Iteration 7Q: 3 clusters Score -346032.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -346112.593750 Penalty: 4087.099854
	Iteration 8Q: 3 clusters Score -346112.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -346194.250000 Penalty: 4087.099854
	Iteration 9Q: 3 clusters Score -346194.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -346263.718750 Penalty: 4087.099854
	Iteration 10Q: 3 clusters Score -346263.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -346322.781250 Penalty: 4087.099854
	Iteration 11Q: 3 clusters Score -346322.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -346373.906250 Penalty: 4087.099854
	Iteration 12Q: 3 clusters Score -346373.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -346423.562500 Penalty: 4087.099854
	Iteration 13Q: 3 clusters Score -346423.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -346459.406250 Penalty: 4087.099854
	Iteration 14Q: 3 clusters Score -346459.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -346493.156250 Penalty: 4087.099854
	Iteration 15Q: 3 clusters Score -346493.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -346527.687500 Penalty: 4087.099854
	Iteration 16Q: 3 clusters Score -346527.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -346568.781250 Penalty: 4087.099854
	Iteration 17Q: 3 clusters Score -346568.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -346616.593750 Penalty: 4087.099854
	Iteration 18Q: 3 clusters Score -346616.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -346650.312500 Penalty: 4087.099854
	Iteration 19Q: 3 clusters Score -346650.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -346684.687500 Penalty: 4087.099854
	Iteration 20F: 3 clusters Score -346684.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -346713.312500 Penalty: 4087.099854
	Iteration 21Q: 3 clusters Score -346713.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -346733.000000 Penalty: 4087.099854
	Iteration 22Q: 3 clusters Score -346733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -346750.187500 Penalty: 4087.099854
	Iteration 23Q: 3 clusters Score -346750.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -346770.968750 Penalty: 4087.099854
	Iteration 24Q: 3 clusters Score -346771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -346788.906250 Penalty: 4087.099854
	Iteration 25Q: 3 clusters Score -346788.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -346802.250000 Penalty: 4087.099854
	Iteration 26Q: 3 clusters Score -346802.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -346817.406250 Penalty: 4087.099854
	Iteration 27Q: 3 clusters Score -346817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -346831.093750 Penalty: 4087.099854
	Iteration 28Q: 3 clusters Score -346831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -346840.281250 Penalty: 4087.099854
	Iteration 29Q: 3 clusters Score -346840.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -346850.125000 Penalty: 4087.099854
	Iteration 30Q: 3 clusters Score -346850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -346859.531250 Penalty: 4087.099854
	Iteration 31Q: 3 clusters Score -346859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -346867.062500 Penalty: 4087.099854
	Iteration 32Q: 3 clusters Score -346867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -346874.656250 Penalty: 4087.099854
	Iteration 33Q: 3 clusters Score -346874.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -346887.031250 Penalty: 4087.099854
	Iteration 34Q: 3 clusters Score -346887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -346898.781250 Penalty: 4087.099854
	Iteration 35Q: 3 clusters Score -346898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -346907.875000 Penalty: 4087.099854
	Iteration 36Q: 3 clusters Score -346907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -346914.468750 Penalty: 4087.099854
	Iteration 37Q: 3 clusters Score -346914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -346924.468750 Penalty: 4087.099854
	Iteration 38Q: 3 clusters Score -346924.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -346935.718750 Penalty: 4087.099854
	Iteration 39Q: 3 clusters Score -346935.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -346948.718750 Penalty: 4087.099854
	Iteration 40F: 3 clusters Score -346948.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -346971.875000 Penalty: 4087.099854
	Iteration 41Q: 3 clusters Score -346971.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -347013.750000 Penalty: 4087.099854
	Iteration 42Q: 3 clusters Score -347013.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -347063.750000 Penalty: 4087.099854
	Iteration 43Q: 3 clusters Score -347063.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -347121.187500 Penalty: 4087.099854
	Iteration 44Q: 3 clusters Score -347121.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -347160.062500 Penalty: 4087.099854
	Iteration 45Q: 3 clusters Score -347160.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -347185.843750 Penalty: 4087.099854
	Iteration 46Q: 3 clusters Score -347185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -347199.312500 Penalty: 4087.099854
	Iteration 47Q: 3 clusters Score -347199.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -347209.593750 Penalty: 4087.099854
	Iteration 48Q: 3 clusters Score -347209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -347215.531250 Penalty: 4087.099854
	Iteration 49Q: 3 clusters Score -347215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -347218.906250 Penalty: 4087.099854
	Iteration 50Q: 3 clusters Score -347218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -347219.000000 Penalty: 4087.099854
	Iteration 51Q: 3 clusters Score -347219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -347219.000000 Penalty: 4087.099854
	Iteration 52F: 3 clusters Score -347219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1521323.250000 Penalty: 2388.574951
	Iteration 0F: 2 clusters Score -1521323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1510323.875000 Penalty: 4777.149902
	Iteration 0F: 3 clusters Score -1510324 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1513825.000000 Penalty: 4777.149902
	Iteration 1F: 3 clusters Score -1513825 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1514155.875000 Penalty: 4777.149902
	Iteration 2F: 3 clusters Score -1514156 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1514392.125000 Penalty: 4777.149902
	Iteration 3Q: 3 clusters Score -1514392 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1514594.250000 Penalty: 4777.149902
	Iteration 4Q: 3 clusters Score -1514594 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1514788.875000 Penalty: 4777.149902
	Iteration 5Q: 3 clusters Score -1514789 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1514946.875000 Penalty: 4777.149902
	Iteration 6Q: 3 clusters Score -1514947 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1515090.500000 Penalty: 4777.149902
	Iteration 7Q: 3 clusters Score -1515090 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1515221.750000 Penalty: 4777.149902
	Iteration 8Q: 3 clusters Score -1515222 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1515335.125000 Penalty: 4777.149902
	Iteration 9Q: 3 clusters Score -1515335 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1515492.375000 Penalty: 4777.149902
	Iteration 10Q: 3 clusters Score -1515492 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1515696.250000 Penalty: 4777.149902
	Iteration 11Q: 3 clusters Score -1515696 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1515977.000000 Penalty: 4777.149902
	Iteration 12Q: 3 clusters Score -1515977 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1516297.125000 Penalty: 4777.149902
	Iteration 13Q: 3 clusters Score -1516297 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1516662.500000 Penalty: 4777.149902
	Iteration 14Q: 3 clusters Score -1516662 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1517057.875000 Penalty: 4777.149902
	Iteration 15Q: 3 clusters Score -1517058 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1517449.000000 Penalty: 4777.149902
	Iteration 16Q: 3 clusters Score -1517449 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1517795.625000 Penalty: 4777.149902
	Iteration 17Q: 3 clusters Score -1517796 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1518093.375000 Penalty: 4777.149902
	Iteration 18Q: 3 clusters Score -1518093 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1518347.625000 Penalty: 4777.149902
	Iteration 19Q: 3 clusters Score -1518348 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1518557.500000 Penalty: 4777.149902
	Iteration 20F: 3 clusters Score -1518558 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1518712.000000 Penalty: 4777.149902
	Iteration 21Q: 3 clusters Score -1518712 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1518853.500000 Penalty: 4777.149902
	Iteration 22Q: 3 clusters Score -1518854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1518979.875000 Penalty: 4777.149902
	Iteration 23Q: 3 clusters Score -1518980 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1519073.250000 Penalty: 4777.149902
	Iteration 24Q: 3 clusters Score -1519073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1519156.000000 Penalty: 4777.149902
	Iteration 25Q: 3 clusters Score -1519156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1519212.875000 Penalty: 4777.149902
	Iteration 26Q: 3 clusters Score -1519213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1519252.000000 Penalty: 4777.149902
	Iteration 27Q: 3 clusters Score -1519252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1519283.125000 Penalty: 4777.149902
	Iteration 28Q: 3 clusters Score -1519283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1519312.500000 Penalty: 4777.149902
	Iteration 29Q: 3 clusters Score -1519312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1519333.875000 Penalty: 4777.149902
	Iteration 30Q: 3 clusters Score -1519334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1519358.250000 Penalty: 4777.149902
	Iteration 31Q: 3 clusters Score -1519358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1519372.500000 Penalty: 4777.149902
	Iteration 32Q: 3 clusters Score -1519372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1519378.500000 Penalty: 4777.149902
	Iteration 33Q: 3 clusters Score -1519378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1519388.000000 Penalty: 4777.149902
	Iteration 34Q: 3 clusters Score -1519388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1519386.750000 Penalty: 4777.149902
	Iteration 35Q: 3 clusters Score -1519387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1519395.125000 Penalty: 4777.149902
	Iteration 36Q: 3 clusters Score -1519395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1519399.875000 Penalty: 4777.149902
	Iteration 37Q: 3 clusters Score -1519400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1519404.750000 Penalty: 4777.149902
	Iteration 38Q: 3 clusters Score -1519405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1519409.625000 Penalty: 4777.149902
	Iteration 39Q: 3 clusters Score -1519410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1519411.250000 Penalty: 4777.149902
	Iteration 40F: 3 clusters Score -1519411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1519412.500000 Penalty: 4777.149902
	Iteration 41Q: 3 clusters Score -1519412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1519416.750000 Penalty: 4777.149902
	Iteration 42Q: 3 clusters Score -1519417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1519417.375000 Penalty: 4777.149902
	Iteration 43Q: 3 clusters Score -1519417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1519420.750000 Penalty: 4777.149902
	Iteration 44Q: 3 clusters Score -1519421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1519420.125000 Penalty: 4777.149902
	Iteration 45Q: 3 clusters Score -1519420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1519420.375000 Penalty: 4777.149902
	Iteration 46Q: 3 clusters Score -1519420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1519421.500000 Penalty: 4777.149902
	Iteration 47Q: 3 clusters Score -1519422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1519421.375000 Penalty: 4777.149902
	Iteration 48Q: 3 clusters Score -1519421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1519421.750000 Penalty: 4777.149902
	Iteration 49Q: 3 clusters Score -1519422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1519421.750000 Penalty: 4777.149902
	Iteration 50F: 3 clusters Score -1519422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Entering Unmasked Estep 
Score: -719444.687500 Penalty: 2224.351807
	Iteration 0F: 2 clusters Score -719444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -713204.625000 Penalty: 4448.703613
	Iteration 0F: 3 clusters Score -713204.6 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -714939.937500 Penalty: 4448.703613
	Iteration 1F: 3 clusters Score -714939.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -715276.375000 Penalty: 4448.703613
	Iteration 2F: 3 clusters Score -715276.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -715500.875000 Penalty: 4448.703613
	Iteration 3F: 3 clusters Score -715500.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -715715.687500 Penalty: 4448.703613
	Iteration 4Q: 3 clusters Score -715715.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -715921.250000 Penalty: 4448.703613
	Iteration 5Q: 3 clusters Score -715921.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -716101.437500 Penalty: 4448.703613
	Iteration 6Q: 3 clusters Score -716101.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -716269.312500 Penalty: 4448.703613
	Iteration 7Q: 3 clusters Score -716269.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -716443.125000 Penalty: 4448.703613
	Iteration 8Q: 3 clusters Score -716443.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -716644.187500 Penalty: 4448.703613
	Iteration 9Q: 3 clusters Score -716644.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -716862.187500 Penalty: 4448.703613
	Iteration 10Q: 3 clusters Score -716862.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -717040.187500 Penalty: 4448.703613
	Iteration 11Q: 3 clusters Score -717040.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -717223.812500 Penalty: 4448.703613
	Iteration 12Q: 3 clusters Score -717223.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -717398.937500 Penalty: 4448.703613
	Iteration 13Q: 3 clusters Score -717398.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -717539.687500 Penalty: 4448.703613
	Iteration 14Q: 3 clusters Score -717539.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -717684.062500 Penalty: 4448.703613
	Iteration 15Q: 3 clusters Score -717684.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -717785.937500 Penalty: 4448.703613
	Iteration 16Q: 3 clusters Score -717785.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -717861.625000 Penalty: 4448.703613
	Iteration 17Q: 3 clusters Score -717861.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -717936.062500 Penalty: 4448.703613
	Iteration 18Q: 3 clusters Score -717936.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -718002.375000 Penalty: 4448.703613
	Iteration 19Q: 3 clusters Score -718002.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -718057.812500 Penalty: 4448.703613
	Iteration 20F: 3 clusters Score -718057.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -718098.437500 Penalty: 4448.703613
	Iteration 21Q: 3 clusters Score -718098.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -718133.500000 Penalty: 4448.703613
	Iteration 22Q: 3 clusters Score -718133.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -718168.562500 Penalty: 4448.703613
	Iteration 23Q: 3 clusters Score -718168.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -718199.437500 Penalty: 4448.703613
	Iteration 24Q: 3 clusters Score -718199.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -718219.437500 Penalty: 4448.703613
	Iteration 25Q: 3 clusters Score -718219.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -718239.187500 Penalty: 4448.703613
	Iteration 26Q: 3 clusters Score -718239.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -718258.125000 Penalty: 4448.703613
	Iteration 27Q: 3 clusters Score -718258.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -718269.625000 Penalty: 4448.703613
	Iteration 28Q: 3 clusters Score -718269.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -718284.812500 Penalty: 4448.703613
	Iteration 29Q: 3 clusters Score -718284.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -718297.437500 Penalty: 4448.703613
	Iteration 30Q: 3 clusters Score -718297.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -718310.812500 Penalty: 4448.703613
	Iteration 31Q: 3 clusters Score -718310.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -718324.687500 Penalty: 4448.703613
	Iteration 32Q: 3 clusters Score -718324.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -718334.625000 Penalty: 4448.703613
	Iteration 33Q: 3 clusters Score -718334.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -718345.375000 Penalty: 4448.703613
	Iteration 34Q: 3 clusters Score -718345.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -718358.187500 Penalty: 4448.703613
	Iteration 35Q: 3 clusters Score -718358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -718368.687500 Penalty: 4448.703613
	Iteration 36Q: 3 clusters Score -718368.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -718378.312500 Penalty: 4448.703613
	Iteration 37Q: 3 clusters Score -718378.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -718387.312500 Penalty: 4448.703613
	Iteration 38Q: 3 clusters Score -718387.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -718391.562500 Penalty: 4448.703613
	Iteration 39Q: 3 clusters Score -718391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -718394.875000 Penalty: 4448.703613
	Iteration 40F: 3 clusters Score -718394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -718398.062500 Penalty: 4448.703613
	Iteration 41Q: 3 clusters Score -718398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -718400.125000 Penalty: 4448.703613
	Iteration 42Q: 3 clusters Score -718400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -718402.625000 Penalty: 4448.703613
	Iteration 43Q: 3 clusters Score -718402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -718402.812500 Penalty: 4448.703613
	Iteration 44Q: 3 clusters Score -718402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -718402.812500 Penalty: 4448.703613
	Iteration 45F: 3 clusters Score -718402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -346878.406250 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -346878.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -343179.093750 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -343179.1 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -344065.218750 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -344065.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -344376.593750 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -344376.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -344629.437500 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -344629.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -344879.000000 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -344879 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -345082.843750 Penalty: 4075.447510
	Iteration 5F: 3 clusters Score -345082.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -345197.750000 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -345197.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345278.218750 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -345278.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -345335.062500 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -345335.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -345386.968750 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -345387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -345440.468750 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -345440.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -345487.406250 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -345487.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -345517.625000 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -345517.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -345548.000000 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -345548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -345573.750000 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -345573.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -345599.968750 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -345600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -345630.718750 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -345630.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -345665.468750 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -345665.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -345694.906250 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -345694.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -345715.750000 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -345715.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -345738.156250 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -345738.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -345757.281250 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -345757.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -345770.968750 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -345771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -345785.718750 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -345785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -345796.812500 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -345796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -345804.000000 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -345804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -345814.843750 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -345814.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -345826.156250 Penalty: 4075.447510
	Iteration 27Q: 3 clusters Score -345826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -345840.062500 Penalty: 4075.447510
	Iteration 28Q: 3 clusters Score -345840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -345852.906250 Penalty: 4075.447510
	Iteration 29Q: 3 clusters Score -345852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -345860.687500 Penalty: 4075.447510
	Iteration 30Q: 3 clusters Score -345860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -345863.656250 Penalty: 4075.447510
	Iteration 31Q: 3 clusters Score -345863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -345865.531250 Penalty: 4075.447510
	Iteration 32Q: 3 clusters Score -345865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -345865.531250 Penalty: 4075.447510
	Iteration 33Q: 3 clusters Score -345865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -345865.531250 Penalty: 4075.447510
	Iteration 34F: 3 clusters Score -345865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -557790.250000 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -557790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -552992.812500 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -552992.8 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -554173.125000 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -554173.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -554401.562500 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -554401.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -554539.500000 Penalty: 4273.781738
	Iteration 3Q: 3 clusters Score -554539.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -554645.312500 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -554645.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -554733.437500 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -554733.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -554827.125000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -554827.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -554931.625000 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -554931.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -555030.312500 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -555030.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -555142.750000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -555142.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -555253.125000 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -555253.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -555355.625000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -555355.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -555433.937500 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -555433.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -555508.062500 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -555508.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -555571.187500 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -555571.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -555620.750000 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -555620.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -555664.375000 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -555664.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -555696.812500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -555696.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -555731.437500 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -555731.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -555753.812500 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -555753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -555771.000000 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -555771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -555783.562500 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -555783.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -555794.312500 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -555794.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -555803.250000 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -555803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -555812.312500 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -555812.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -555822.187500 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -555822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -555826.187500 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -555826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -555828.187500 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -555828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -555833.375000 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -555833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -555837.187500 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -555837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -555844.750000 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -555844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -555851.312500 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -555851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -555855.687500 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -555855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -555857.375000 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -555857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -555858.750000 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -555858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -555858.750000 Penalty: 4273.781738
	Iteration 35F: 3 clusters Score -555858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Entering Unmasked Estep 
Score: -1037839.937500 Penalty: 2308.881104
	Iteration 0F: 2 clusters Score -1037840 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 5592 members 
Entering Unmasked Estep 
Score: -1029538.187500 Penalty: 4617.762207
	Iteration 0F: 3 clusters Score -1029538 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1032288.312500 Penalty: 4617.762207
	Iteration 1F: 3 clusters Score -1032288 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1032782.500000 Penalty: 4617.762207
	Iteration 2F: 3 clusters Score -1032782 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1033217.312500 Penalty: 4617.762207
	Iteration 3F: 3 clusters Score -1033217 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1033636.625000 Penalty: 4617.762207
	Iteration 4F: 3 clusters Score -1033637 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1034116.250000 Penalty: 4617.762207
	Iteration 5F: 3 clusters Score -1034116 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1034514.125000 Penalty: 4617.762207
	Iteration 6F: 3 clusters Score -1034514 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1034852.062500 Penalty: 4617.762207
	Iteration 7Q: 3 clusters Score -1034852 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1035132.125000 Penalty: 4617.762207
	Iteration 8Q: 3 clusters Score -1035132 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1035325.750000 Penalty: 4617.762207
	Iteration 9Q: 3 clusters Score -1035326 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1035457.000000 Penalty: 4617.762207
	Iteration 10Q: 3 clusters Score -1035457 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1035539.312500 Penalty: 4617.762207
	Iteration 11Q: 3 clusters Score -1035539 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1035587.750000 Penalty: 4617.762207
	Iteration 12Q: 3 clusters Score -1035588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1035616.312500 Penalty: 4617.762207
	Iteration 13Q: 3 clusters Score -1035616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1035637.812500 Penalty: 4617.762207
	Iteration 14Q: 3 clusters Score -1035638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1035655.687500 Penalty: 4617.762207
	Iteration 15Q: 3 clusters Score -1035656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1035669.250000 Penalty: 4617.762207
	Iteration 16Q: 3 clusters Score -1035669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1035683.312500 Penalty: 4617.762207
	Iteration 17Q: 3 clusters Score -1035683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1035696.562500 Penalty: 4617.762207
	Iteration 18Q: 3 clusters Score -1035697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1035710.875000 Penalty: 4617.762207
	Iteration 19Q: 3 clusters Score -1035711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1035721.750000 Penalty: 4617.762207
	Iteration 20F: 3 clusters Score -1035722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1035734.812500 Penalty: 4617.762207
	Iteration 21Q: 3 clusters Score -1035735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1035740.312500 Penalty: 4617.762207
	Iteration 22Q: 3 clusters Score -1035740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1035747.187500 Penalty: 4617.762207
	Iteration 23Q: 3 clusters Score -1035747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1035756.750000 Penalty: 4617.762207
	Iteration 24Q: 3 clusters Score -1035757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1035760.125000 Penalty: 4617.762207
	Iteration 25Q: 3 clusters Score -1035760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1035761.187500 Penalty: 4617.762207
	Iteration 26Q: 3 clusters Score -1035761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1035763.125000 Penalty: 4617.762207
	Iteration 27Q: 3 clusters Score -1035763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1035766.437500 Penalty: 4617.762207
	Iteration 28Q: 3 clusters Score -1035766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1035769.500000 Penalty: 4617.762207
	Iteration 29Q: 3 clusters Score -1035770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1035768.187500 Penalty: 4617.762207
	Iteration 30Q: 3 clusters Score -1035768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1035768.062500 Penalty: 4617.762207
	Iteration 31Q: 3 clusters Score -1035768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1035770.187500 Penalty: 4617.762207
	Iteration 32Q: 3 clusters Score -1035770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1035771.687500 Penalty: 4617.762207
	Iteration 33Q: 3 clusters Score -1035772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1035774.687500 Penalty: 4617.762207
	Iteration 34Q: 3 clusters Score -1035775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1035777.125000 Penalty: 4617.762207
	Iteration 35Q: 3 clusters Score -1035777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1035778.250000 Penalty: 4617.762207
	Iteration 36Q: 3 clusters Score -1035778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1035776.750000 Penalty: 4617.762207
	Iteration 37Q: 3 clusters Score -1035777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1035777.875000 Penalty: 4617.762207
	Iteration 38Q: 3 clusters Score -1035778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1035777.562500 Penalty: 4617.762207
	Iteration 39Q: 3 clusters Score -1035778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1035780.000000 Penalty: 4617.762207
	Iteration 40F: 3 clusters Score -1035780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1035781.125000 Penalty: 4617.762207
	Iteration 41Q: 3 clusters Score -1035781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1035785.437500 Penalty: 4617.762207
	Iteration 42Q: 3 clusters Score -1035785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1035786.437500 Penalty: 4617.762207
	Iteration 43Q: 3 clusters Score -1035786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1035788.437500 Penalty: 4617.762207
	Iteration 44Q: 3 clusters Score -1035788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1035791.500000 Penalty: 4617.762207
	Iteration 45Q: 3 clusters Score -1035792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1035792.312500 Penalty: 4617.762207
	Iteration 46Q: 3 clusters Score -1035792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1035795.625000 Penalty: 4617.762207
	Iteration 47Q: 3 clusters Score -1035796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1035796.375000 Penalty: 4617.762207
	Iteration 48Q: 3 clusters Score -1035796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1035800.750000 Penalty: 4617.762207
	Iteration 49Q: 3 clusters Score -1035801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1035810.187500 Penalty: 4617.762207
	Iteration 50Q: 3 clusters Score -1035810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1035817.000000 Penalty: 4617.762207
	Iteration 51Q: 3 clusters Score -1035817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1035821.062500 Penalty: 4617.762207
	Iteration 52Q: 3 clusters Score -1035821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1035830.375000 Penalty: 4617.762207
	Iteration 53Q: 3 clusters Score -1035830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1035838.937500 Penalty: 4617.762207
	Iteration 54Q: 3 clusters Score -1035839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1035846.937500 Penalty: 4617.762207
	Iteration 55Q: 3 clusters Score -1035847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1035854.125000 Penalty: 4617.762207
	Iteration 56Q: 3 clusters Score -1035854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1035862.000000 Penalty: 4617.762207
	Iteration 57Q: 3 clusters Score -1035862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1035877.500000 Penalty: 4617.762207
	Iteration 58Q: 3 clusters Score -1035878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1035889.250000 Penalty: 4617.762207
	Iteration 59Q: 3 clusters Score -1035889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1035908.375000 Penalty: 4617.762207
	Iteration 60F: 3 clusters Score -1035908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1035928.937500 Penalty: 4617.762207
	Iteration 61Q: 3 clusters Score -1035929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1035948.687500 Penalty: 4617.762207
	Iteration 62Q: 3 clusters Score -1035949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1035963.500000 Penalty: 4617.762207
	Iteration 63Q: 3 clusters Score -1035964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1035972.500000 Penalty: 4617.762207
	Iteration 64Q: 3 clusters Score -1035972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1035978.500000 Penalty: 4617.762207
	Iteration 65Q: 3 clusters Score -1035978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1035984.500000 Penalty: 4617.762207
	Iteration 66Q: 3 clusters Score -1035984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1035988.187500 Penalty: 4617.762207
	Iteration 67Q: 3 clusters Score -1035988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1035995.875000 Penalty: 4617.762207
	Iteration 68Q: 3 clusters Score -1035996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1036004.312500 Penalty: 4617.762207
	Iteration 69Q: 3 clusters Score -1036004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1036010.062500 Penalty: 4617.762207
	Iteration 70Q: 3 clusters Score -1036010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1036017.375000 Penalty: 4617.762207
	Iteration 71Q: 3 clusters Score -1036017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1036024.312500 Penalty: 4617.762207
	Iteration 72Q: 3 clusters Score -1036024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1036034.812500 Penalty: 4617.762207
	Iteration 73Q: 3 clusters Score -1036035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1036039.937500 Penalty: 4617.762207
	Iteration 74Q: 3 clusters Score -1036040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1036051.062500 Penalty: 4617.762207
	Iteration 75Q: 3 clusters Score -1036051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1036063.375000 Penalty: 4617.762207
	Iteration 76Q: 3 clusters Score -1036063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1036078.375000 Penalty: 4617.762207
	Iteration 77Q: 3 clusters Score -1036078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1036099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1036121.250000 Penalty: 4617.762207
	Iteration 79Q: 3 clusters Score -1036121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1036142.062500 Penalty: 4617.762207
	Iteration 80F: 3 clusters Score -1036142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1036161.937500 Penalty: 4617.762207
	Iteration 81Q: 3 clusters Score -1036162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1036178.750000 Penalty: 4617.762207
	Iteration 82Q: 3 clusters Score -1036179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1036198.937500 Penalty: 4617.762207
	Iteration 83Q: 3 clusters Score -1036199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1036219.687500 Penalty: 4617.762207
	Iteration 84Q: 3 clusters Score -1036220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1036235.812500 Penalty: 4617.762207
	Iteration 85Q: 3 clusters Score -1036236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1036257.812500 Penalty: 4617.762207
	Iteration 86Q: 3 clusters Score -1036258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1036278.625000 Penalty: 4617.762207
	Iteration 87Q: 3 clusters Score -1036279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1036294.625000 Penalty: 4617.762207
	Iteration 88Q: 3 clusters Score -1036295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1036315.000000 Penalty: 4617.762207
	Iteration 89Q: 3 clusters Score -1036315 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1036341.062500 Penalty: 4617.762207
	Iteration 90Q: 3 clusters Score -1036341 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1036370.562500 Penalty: 4617.762207
	Iteration 91Q: 3 clusters Score -1036371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1036403.000000 Penalty: 4617.762207
	Iteration 92Q: 3 clusters Score -1036403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1036426.375000 Penalty: 4617.762207
	Iteration 93Q: 3 clusters Score -1036426 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1036453.312500 Penalty: 4617.762207
	Iteration 94Q: 3 clusters Score -1036453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1036465.312500 Penalty: 4617.762207
	Iteration 95Q: 3 clusters Score -1036465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1036484.812500 Penalty: 4617.762207
	Iteration 96Q: 3 clusters Score -1036485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1036496.375000 Penalty: 4617.762207
	Iteration 97Q: 3 clusters Score -1036496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1036505.625000 Penalty: 4617.762207
	Iteration 98Q: 3 clusters Score -1036506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1036526.000000 Penalty: 4617.762207
	Iteration 99Q: 3 clusters Score -1036526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1036537.000000 Penalty: 4617.762207
	Iteration 100F: 3 clusters Score -1036537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1036550.250000 Penalty: 4617.762207
	Iteration 101Q: 3 clusters Score -1036550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1036557.875000 Penalty: 4617.762207
	Iteration 102Q: 3 clusters Score -1036558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1036569.500000 Penalty: 4617.762207
	Iteration 103Q: 3 clusters Score -1036570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1036579.937500 Penalty: 4617.762207
	Iteration 104Q: 3 clusters Score -1036580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1036589.000000 Penalty: 4617.762207
	Iteration 105Q: 3 clusters Score -1036589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1036601.437500 Penalty: 4617.762207
	Iteration 106Q: 3 clusters Score -1036601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1036610.937500 Penalty: 4617.762207
	Iteration 107Q: 3 clusters Score -1036611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1036622.687500 Penalty: 4617.762207
	Iteration 108Q: 3 clusters Score -1036623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1036628.375000 Penalty: 4617.762207
	Iteration 109Q: 3 clusters Score -1036628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1036635.312500 Penalty: 4617.762207
	Iteration 110Q: 3 clusters Score -1036635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1036638.875000 Penalty: 4617.762207
	Iteration 111Q: 3 clusters Score -1036639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1036645.437500 Penalty: 4617.762207
	Iteration 112Q: 3 clusters Score -1036645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1036650.750000 Penalty: 4617.762207
	Iteration 113Q: 3 clusters Score -1036651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1036655.062500 Penalty: 4617.762207
	Iteration 114Q: 3 clusters Score -1036655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1036659.125000 Penalty: 4617.762207
	Iteration 115Q: 3 clusters Score -1036659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1036662.062500 Penalty: 4617.762207
	Iteration 116Q: 3 clusters Score -1036662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1036664.125000 Penalty: 4617.762207
	Iteration 117Q: 3 clusters Score -1036664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1036668.812500 Penalty: 4617.762207
	Iteration 118Q: 3 clusters Score -1036669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1036671.812500 Penalty: 4617.762207
	Iteration 119Q: 3 clusters Score -1036672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1036678.500000 Penalty: 4617.762207
	Iteration 120F: 3 clusters Score -1036678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1036678.125000 Penalty: 4617.762207
	Iteration 121Q: 3 clusters Score -1036678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1036680.750000 Penalty: 4617.762207
	Iteration 122Q: 3 clusters Score -1036681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1036684.812500 Penalty: 4617.762207
	Iteration 123Q: 3 clusters Score -1036685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1036685.375000 Penalty: 4617.762207
	Iteration 124Q: 3 clusters Score -1036685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1036687.187500 Penalty: 4617.762207
	Iteration 125Q: 3 clusters Score -1036687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1036688.062500 Penalty: 4617.762207
	Iteration 126Q: 3 clusters Score -1036688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1036688.062500 Penalty: 4617.762207
	Iteration 127F: 3 clusters Score -1036688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -2278622.750000 Penalty: 2481.801025
	Iteration 0F: 2 clusters Score -2278623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2263162.750000 Penalty: 4963.602051
	Iteration 0F: 3 clusters Score -2263163 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2268326.250000 Penalty: 4963.602051
	Iteration 1F: 3 clusters Score -2268326 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2268700.000000 Penalty: 4963.602051
	Iteration 2F: 3 clusters Score -2268700 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2268991.750000 Penalty: 4963.602051
	Iteration 3Q: 3 clusters Score -2268992 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2269242.250000 Penalty: 4963.602051
	Iteration 4Q: 3 clusters Score -2269242 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2269528.750000 Penalty: 4963.602051
	Iteration 5Q: 3 clusters Score -2269529 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2269859.000000 Penalty: 4963.602051
	Iteration 6Q: 3 clusters Score -2269859 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2270267.500000 Penalty: 4963.602051
	Iteration 7Q: 3 clusters Score -2270268 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2270824.000000 Penalty: 4963.602051
	Iteration 8Q: 3 clusters Score -2270824 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2271590.500000 Penalty: 4963.602051
	Iteration 9F: 3 clusters Score -2271590 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2272617.750000 Penalty: 4963.602051
	Iteration 10F: 3 clusters Score -2272618 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2273719.250000 Penalty: 4963.602051
	Iteration 11F: 3 clusters Score -2273719 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2274665.500000 Penalty: 4963.602051
	Iteration 12F: 3 clusters Score -2274666 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2275350.000000 Penalty: 4963.602051
	Iteration 13Q: 3 clusters Score -2275350 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2275776.250000 Penalty: 4963.602051
	Iteration 14Q: 3 clusters Score -2275776 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2276006.250000 Penalty: 4963.602051
	Iteration 15Q: 3 clusters Score -2276006 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2276149.250000 Penalty: 4963.602051
	Iteration 16Q: 3 clusters Score -2276149 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2276251.000000 Penalty: 4963.602051
	Iteration 17Q: 3 clusters Score -2276251 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2276330.000000 Penalty: 4963.602051
	Iteration 18Q: 3 clusters Score -2276330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2276375.500000 Penalty: 4963.602051
	Iteration 19Q: 3 clusters Score -2276376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2276417.500000 Penalty: 4963.602051
	Iteration 20F: 3 clusters Score -2276418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2276454.250000 Penalty: 4963.602051
	Iteration 21Q: 3 clusters Score -2276454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2276483.750000 Penalty: 4963.602051
	Iteration 22Q: 3 clusters Score -2276484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2276510.000000 Penalty: 4963.602051
	Iteration 23Q: 3 clusters Score -2276510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2276530.750000 Penalty: 4963.602051
	Iteration 24Q: 3 clusters Score -2276531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2276554.500000 Penalty: 4963.602051
	Iteration 25Q: 3 clusters Score -2276554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2276561.250000 Penalty: 4963.602051
	Iteration 26Q: 3 clusters Score -2276561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2276568.500000 Penalty: 4963.602051
	Iteration 27Q: 3 clusters Score -2276568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2276581.000000 Penalty: 4963.602051
	Iteration 28Q: 3 clusters Score -2276581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2276588.500000 Penalty: 4963.602051
	Iteration 29Q: 3 clusters Score -2276588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2276589.500000 Penalty: 4963.602051
	Iteration 30Q: 3 clusters Score -2276590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2276592.750000 Penalty: 4963.602051
	Iteration 31Q: 3 clusters Score -2276593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2276593.250000 Penalty: 4963.602051
	Iteration 32Q: 3 clusters Score -2276593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2276592.250000 Penalty: 4963.602051
	Iteration 33Q: 3 clusters Score -2276592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2276594.250000 Penalty: 4963.602051
	Iteration 34Q: 3 clusters Score -2276594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2276596.500000 Penalty: 4963.602051
	Iteration 35Q: 3 clusters Score -2276596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2276595.750000 Penalty: 4963.602051
	Iteration 36Q: 3 clusters Score -2276596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2276595.750000 Penalty: 4963.602051
	Iteration 37F: 3 clusters Score -2276596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Entering Unmasked Estep 
Score: -10062811.000000 Penalty: 2863.734863
	Iteration 0F: 2 clusters Score -1.006281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -9993427.000000 Penalty: 5727.469727
	Iteration 0F: 3 clusters Score -9993427 nChanged 48969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -10022831.000000 Penalty: 5727.469727
	Iteration 1F: 3 clusters Score -1.002283e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -10025516.000000 Penalty: 5727.469727
	Iteration 2F: 3 clusters Score -1.002552e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -10029509.000000 Penalty: 5727.469727
	Iteration 3F: 3 clusters Score -1.002951e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -10034128.000000 Penalty: 5727.469727
	Iteration 4F: 3 clusters Score -1.003413e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -10038066.000000 Penalty: 5727.469727
	Iteration 5F: 3 clusters Score -1.003807e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -10040708.000000 Penalty: 5727.469727
	Iteration 6F: 3 clusters Score -1.004071e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -10042409.000000 Penalty: 5727.469727
	Iteration 7Q: 3 clusters Score -1.004241e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -10043467.000000 Penalty: 5727.469727
	Iteration 8Q: 3 clusters Score -1.004347e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -10044202.000000 Penalty: 5727.469727
	Iteration 9Q: 3 clusters Score -1.00442e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -10044712.000000 Penalty: 5727.469727
	Iteration 10Q: 3 clusters Score -1.004471e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -10045102.000000 Penalty: 5727.469727
	Iteration 11Q: 3 clusters Score -1.00451e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -10045490.000000 Penalty: 5727.469727
	Iteration 12Q: 3 clusters Score -1.004549e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -10046058.000000 Penalty: 5727.469727
	Iteration 13Q: 3 clusters Score -1.004606e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -10046707.000000 Penalty: 5727.469727
	Iteration 14Q: 3 clusters Score -1.004671e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -10047529.000000 Penalty: 5727.469727
	Iteration 15Q: 3 clusters Score -1.004753e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -10048309.000000 Penalty: 5727.469727
	Iteration 16Q: 3 clusters Score -1.004831e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -10049164.000000 Penalty: 5727.469727
	Iteration 17Q: 3 clusters Score -1.004916e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -10049910.000000 Penalty: 5727.469727
	Iteration 18Q: 3 clusters Score -1.004991e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -10050476.000000 Penalty: 5727.469727
	Iteration 19Q: 3 clusters Score -1.005048e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -10050976.000000 Penalty: 5727.469727
	Iteration 20F: 3 clusters Score -1.005098e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -10051459.000000 Penalty: 5727.469727
	Iteration 21Q: 3 clusters Score -1.005146e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -10051848.000000 Penalty: 5727.469727
	Iteration 22Q: 3 clusters Score -1.005185e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -10052309.000000 Penalty: 5727.469727
	Iteration 23Q: 3 clusters Score -1.005231e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -10052680.000000 Penalty: 5727.469727
	Iteration 24Q: 3 clusters Score -1.005268e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -10053061.000000 Penalty: 5727.469727
	Iteration 25Q: 3 clusters Score -1.005306e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -10053518.000000 Penalty: 5727.469727
	Iteration 26Q: 3 clusters Score -1.005352e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -10054018.000000 Penalty: 5727.469727
	Iteration 27Q: 3 clusters Score -1.005402e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -10054539.000000 Penalty: 5727.469727
	Iteration 28Q: 3 clusters Score -1.005454e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -10055023.000000 Penalty: 5727.469727
	Iteration 29Q: 3 clusters Score -1.005502e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -10055438.000000 Penalty: 5727.469727
	Iteration 30Q: 3 clusters Score -1.005544e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -10055866.000000 Penalty: 5727.469727
	Iteration 31Q: 3 clusters Score -1.005587e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -10056283.000000 Penalty: 5727.469727
	Iteration 32Q: 3 clusters Score -1.005628e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -10056680.000000 Penalty: 5727.469727
	Iteration 33Q: 3 clusters Score -1.005668e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -10057127.000000 Penalty: 5727.469727
	Iteration 34Q: 3 clusters Score -1.005713e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -10057475.000000 Penalty: 5727.469727
	Iteration 35Q: 3 clusters Score -1.005748e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -10057830.000000 Penalty: 5727.469727
	Iteration 36Q: 3 clusters Score -1.005783e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -10058206.000000 Penalty: 5727.469727
	Iteration 37Q: 3 clusters Score -1.005821e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -10058559.000000 Penalty: 5727.469727
	Iteration 38Q: 3 clusters Score -1.005856e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -10058846.000000 Penalty: 5727.469727
	Iteration 39Q: 3 clusters Score -1.005885e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -10059088.000000 Penalty: 5727.469727
	Iteration 40F: 3 clusters Score -1.005909e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10059351.000000 Penalty: 5727.469727
	Iteration 41Q: 3 clusters Score -1.005935e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -10059491.000000 Penalty: 5727.469727
	Iteration 42Q: 3 clusters Score -1.005949e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10059637.000000 Penalty: 5727.469727
	Iteration 43Q: 3 clusters Score -1.005964e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10059784.000000 Penalty: 5727.469727
	Iteration 44Q: 3 clusters Score -1.005978e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10059896.000000 Penalty: 5727.469727
	Iteration 45Q: 3 clusters Score -1.00599e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10059995.000000 Penalty: 5727.469727
	Iteration 46Q: 3 clusters Score -1.006e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10060072.000000 Penalty: 5727.469727
	Iteration 47Q: 3 clusters Score -1.006007e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10060113.000000 Penalty: 5727.469727
	Iteration 48Q: 3 clusters Score -1.006011e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -10060195.000000 Penalty: 5727.469727
	Iteration 49Q: 3 clusters Score -1.00602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10060238.000000 Penalty: 5727.469727
	Iteration 50Q: 3 clusters Score -1.006024e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10060269.000000 Penalty: 5727.469727
	Iteration 51Q: 3 clusters Score -1.006027e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10060282.000000 Penalty: 5727.469727
	Iteration 52Q: 3 clusters Score -1.006028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10060304.000000 Penalty: 5727.469727
	Iteration 53Q: 3 clusters Score -1.00603e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10060339.000000 Penalty: 5727.469727
	Iteration 54Q: 3 clusters Score -1.006034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10060363.000000 Penalty: 5727.469727
	Iteration 55Q: 3 clusters Score -1.006036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10060389.000000 Penalty: 5727.469727
	Iteration 56Q: 3 clusters Score -1.006039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10060391.000000 Penalty: 5727.469727
	Iteration 57Q: 3 clusters Score -1.006039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10060400.000000 Penalty: 5727.469727
	Iteration 58Q: 3 clusters Score -1.00604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10060400.000000 Penalty: 5727.469727
	Iteration 59Q: 3 clusters Score -1.00604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10060402.000000 Penalty: 5727.469727
	Iteration 60F: 3 clusters Score -1.00604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10060415.000000 Penalty: 5727.469727
	Iteration 61Q: 3 clusters Score -1.006042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10060412.000000 Penalty: 5727.469727
	Iteration 62Q: 3 clusters Score -1.006041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10060411.000000 Penalty: 5727.469727
	Iteration 63Q: 3 clusters Score -1.006041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10060417.000000 Penalty: 5727.469727
	Iteration 64Q: 3 clusters Score -1.006042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10060419.000000 Penalty: 5727.469727
	Iteration 65Q: 3 clusters Score -1.006042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10060417.000000 Penalty: 5727.469727
	Iteration 66Q: 3 clusters Score -1.006042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10060427.000000 Penalty: 5727.469727
	Iteration 67Q: 3 clusters Score -1.006043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10060426.000000 Penalty: 5727.469727
	Iteration 68Q: 3 clusters Score -1.006043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10060422.000000 Penalty: 5727.469727
	Iteration 69Q: 3 clusters Score -1.006042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10060423.000000 Penalty: 5727.469727
	Iteration 70Q: 3 clusters Score -1.006042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10060427.000000 Penalty: 5727.469727
	Iteration 71Q: 3 clusters Score -1.006043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10060427.000000 Penalty: 5727.469727
	Iteration 72F: 3 clusters Score -1.006043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Entering Unmasked Estep 
Score: -701988.500000 Penalty: 2218.118896
	Iteration 0F: 2 clusters Score -701988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -695821.750000 Penalty: 4436.237793
	Iteration 0F: 3 clusters Score -695821.8 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -697569.937500 Penalty: 4436.237793
	Iteration 1F: 3 clusters Score -697569.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -697954.812500 Penalty: 4436.237793
	Iteration 2F: 3 clusters Score -697954.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -698298.375000 Penalty: 4436.237793
	Iteration 3F: 3 clusters Score -698298.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -698647.062500 Penalty: 4436.237793
	Iteration 4F: 3 clusters Score -698647.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -699004.187500 Penalty: 4436.237793
	Iteration 5F: 3 clusters Score -699004.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -699367.312500 Penalty: 4436.237793
	Iteration 6F: 3 clusters Score -699367.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -699771.625000 Penalty: 4436.237793
	Iteration 7F: 3 clusters Score -699771.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -700175.937500 Penalty: 4436.237793
	Iteration 8F: 3 clusters Score -700175.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -700625.812500 Penalty: 4436.237793
	Iteration 9Q: 3 clusters Score -700625.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -700993.500000 Penalty: 4436.237793
	Iteration 10Q: 3 clusters Score -700993.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -701287.312500 Penalty: 4436.237793
	Iteration 11Q: 3 clusters Score -701287.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -701469.250000 Penalty: 4436.237793
	Iteration 12Q: 3 clusters Score -701469.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -701578.625000 Penalty: 4436.237793
	Iteration 13Q: 3 clusters Score -701578.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -701627.250000 Penalty: 4436.237793
	Iteration 14Q: 3 clusters Score -701627.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -701661.750000 Penalty: 4436.237793
	Iteration 15Q: 3 clusters Score -701661.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -701684.812500 Penalty: 4436.237793
	Iteration 16Q: 3 clusters Score -701684.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -701700.562500 Penalty: 4436.237793
	Iteration 17Q: 3 clusters Score -701700.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -701714.562500 Penalty: 4436.237793
	Iteration 18Q: 3 clusters Score -701714.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -701732.062500 Penalty: 4436.237793
	Iteration 19Q: 3 clusters Score -701732.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -701749.625000 Penalty: 4436.237793
	Iteration 20F: 3 clusters Score -701749.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -701762.375000 Penalty: 4436.237793
	Iteration 21Q: 3 clusters Score -701762.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -701773.562500 Penalty: 4436.237793
	Iteration 22Q: 3 clusters Score -701773.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -701782.812500 Penalty: 4436.237793
	Iteration 23Q: 3 clusters Score -701782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -701797.000000 Penalty: 4436.237793
	Iteration 24Q: 3 clusters Score -701797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -701802.000000 Penalty: 4436.237793
	Iteration 25Q: 3 clusters Score -701802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -701809.812500 Penalty: 4436.237793
	Iteration 26Q: 3 clusters Score -701809.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -701823.250000 Penalty: 4436.237793
	Iteration 27Q: 3 clusters Score -701823.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -701831.062500 Penalty: 4436.237793
	Iteration 28Q: 3 clusters Score -701831.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -701839.250000 Penalty: 4436.237793
	Iteration 29Q: 3 clusters Score -701839.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -701841.812500 Penalty: 4436.237793
	Iteration 30Q: 3 clusters Score -701841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -701844.500000 Penalty: 4436.237793
	Iteration 31Q: 3 clusters Score -701844.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -701848.687500 Penalty: 4436.237793
	Iteration 32Q: 3 clusters Score -701848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -701851.812500 Penalty: 4436.237793
	Iteration 33Q: 3 clusters Score -701851.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -701857.625000 Penalty: 4436.237793
	Iteration 34Q: 3 clusters Score -701857.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -701860.812500 Penalty: 4436.237793
	Iteration 35Q: 3 clusters Score -701860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -701865.062500 Penalty: 4436.237793
	Iteration 36Q: 3 clusters Score -701865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -701869.187500 Penalty: 4436.237793
	Iteration 37Q: 3 clusters Score -701869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -701869.375000 Penalty: 4436.237793
	Iteration 38Q: 3 clusters Score -701869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -701873.000000 Penalty: 4436.237793
	Iteration 39Q: 3 clusters Score -701873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -701877.625000 Penalty: 4436.237793
	Iteration 40F: 3 clusters Score -701877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -701877.625000 Penalty: 4436.237793
	Iteration 41Q: 3 clusters Score -701877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -701879.750000 Penalty: 4436.237793
	Iteration 42Q: 3 clusters Score -701879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -701880.812500 Penalty: 4436.237793
	Iteration 43Q: 3 clusters Score -701880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -701880.812500 Penalty: 4436.237793
	Iteration 44F: 3 clusters Score -701880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -361449.312500 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -361449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -357620.031250 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -357620 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -358570.031250 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -358570 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -358830.156250 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -358830.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -359023.375000 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -359023.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -359202.375000 Penalty: 4098.868652
	Iteration 4Q: 3 clusters Score -359202.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -359396.968750 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -359397 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -359557.187500 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -359557.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -359685.125000 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -359685.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -359798.375000 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -359798.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -359889.531250 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -359889.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -359977.375000 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -359977.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -360048.562500 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -360048.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -360102.937500 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -360102.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -360146.281250 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -360146.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -360189.437500 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -360189.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -360238.125000 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -360238.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -360294.937500 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -360294.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -360358.968750 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -360359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -360406.781250 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -360406.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -360447.656250 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -360447.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -360484.656250 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -360484.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -360507.468750 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -360507.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -360525.656250 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -360525.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -360539.593750 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -360539.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -360549.843750 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -360549.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -360559.812500 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -360559.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -360572.531250 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -360572.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -360583.718750 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -360583.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -360590.531250 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -360590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -360595.000000 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -360595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -360600.562500 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -360600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -360603.500000 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -360603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -360606.656250 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -360606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -360607.093750 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -360607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -360607.093750 Penalty: 4098.868652
	Iteration 34F: 3 clusters Score -360607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -120810.742188 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -120810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -118686.609375 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -118686.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -119013.039062 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -119013 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119109.632812 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -119109.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -119164.609375 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -119164.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119193.156250 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -119193.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119213.125000 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -119213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119224.562500 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -119224.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119233.343750 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -119233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119237.804688 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -119237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119240.109375 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -119240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119241.476562 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -119241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119245.257812 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -119245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119250.218750 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -119250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119255.125000 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -119255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119258.195312 Penalty: 3518.740479
	Iteration 14Q: 3 clusters Score -119258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119259.531250 Penalty: 3518.740479
	Iteration 15Q: 3 clusters Score -119259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119261.617188 Penalty: 3518.740479
	Iteration 16Q: 3 clusters Score -119261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119263.351562 Penalty: 3518.740479
	Iteration 17Q: 3 clusters Score -119263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119267.085938 Penalty: 3518.740479
	Iteration 18Q: 3 clusters Score -119267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119267.625000 Penalty: 3518.740479
	Iteration 19Q: 3 clusters Score -119267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119267.625000 Penalty: 3518.740479
	Iteration 20F: 3 clusters Score -119267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Entering Unmasked Estep 
Score: -974688.437500 Penalty: 2275.226074
	Iteration 0F: 2 clusters Score -974688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -967277.125000 Penalty: 4550.452148
	Iteration 0F: 3 clusters Score -967277.1 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -969408.625000 Penalty: 4550.452148
	Iteration 1F: 3 clusters Score -969408.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -969676.875000 Penalty: 4550.452148
	Iteration 2F: 3 clusters Score -969676.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -969826.625000 Penalty: 4550.452148
	Iteration 3Q: 3 clusters Score -969826.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -969951.375000 Penalty: 4550.452148
	Iteration 4Q: 3 clusters Score -969951.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -970031.437500 Penalty: 4550.452148
	Iteration 5Q: 3 clusters Score -970031.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -970085.812500 Penalty: 4550.452148
	Iteration 6Q: 3 clusters Score -970085.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -970135.625000 Penalty: 4550.452148
	Iteration 7Q: 3 clusters Score -970135.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -970180.375000 Penalty: 4550.452148
	Iteration 8Q: 3 clusters Score -970180.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -970214.437500 Penalty: 4550.452148
	Iteration 9Q: 3 clusters Score -970214.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -970255.750000 Penalty: 4550.452148
	Iteration 10Q: 3 clusters Score -970255.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -970289.687500 Penalty: 4550.452148
	Iteration 11Q: 3 clusters Score -970289.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -970326.750000 Penalty: 4550.452148
	Iteration 12Q: 3 clusters Score -970326.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -970365.000000 Penalty: 4550.452148
	Iteration 13Q: 3 clusters Score -970365 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -970397.750000 Penalty: 4550.452148
	Iteration 14Q: 3 clusters Score -970397.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -970431.687500 Penalty: 4550.452148
	Iteration 15Q: 3 clusters Score -970431.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -970472.437500 Penalty: 4550.452148
	Iteration 16Q: 3 clusters Score -970472.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -970519.812500 Penalty: 4550.452148
	Iteration 17Q: 3 clusters Score -970519.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -970590.125000 Penalty: 4550.452148
	Iteration 18Q: 3 clusters Score -970590.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -970677.750000 Penalty: 4550.452148
	Iteration 19Q: 3 clusters Score -970677.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -970773.187500 Penalty: 4550.452148
	Iteration 20F: 3 clusters Score -970773.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -970895.000000 Penalty: 4550.452148
	Iteration 21Q: 3 clusters Score -970895 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -971032.750000 Penalty: 4550.452148
	Iteration 22Q: 3 clusters Score -971032.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -971221.937500 Penalty: 4550.452148
	Iteration 23Q: 3 clusters Score -971221.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -971420.750000 Penalty: 4550.452148
	Iteration 24Q: 3 clusters Score -971420.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -971604.312500 Penalty: 4550.452148
	Iteration 25Q: 3 clusters Score -971604.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -971792.062500 Penalty: 4550.452148
	Iteration 26Q: 3 clusters Score -971792.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -971935.250000 Penalty: 4550.452148
	Iteration 27Q: 3 clusters Score -971935.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -972081.500000 Penalty: 4550.452148
	Iteration 28Q: 3 clusters Score -972081.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -972210.000000 Penalty: 4550.452148
	Iteration 29Q: 3 clusters Score -972210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -972311.125000 Penalty: 4550.452148
	Iteration 30Q: 3 clusters Score -972311.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -972381.187500 Penalty: 4550.452148
	Iteration 31Q: 3 clusters Score -972381.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -972441.812500 Penalty: 4550.452148
	Iteration 32Q: 3 clusters Score -972441.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -972484.250000 Penalty: 4550.452148
	Iteration 33Q: 3 clusters Score -972484.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -972522.312500 Penalty: 4550.452148
	Iteration 34Q: 3 clusters Score -972522.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -972553.062500 Penalty: 4550.452148
	Iteration 35Q: 3 clusters Score -972553.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -972589.437500 Penalty: 4550.452148
	Iteration 36Q: 3 clusters Score -972589.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -972604.187500 Penalty: 4550.452148
	Iteration 37Q: 3 clusters Score -972604.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -972623.312500 Penalty: 4550.452148
	Iteration 38Q: 3 clusters Score -972623.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -972639.000000 Penalty: 4550.452148
	Iteration 39Q: 3 clusters Score -972639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -972662.812500 Penalty: 4550.452148
	Iteration 40F: 3 clusters Score -972662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -972679.937500 Penalty: 4550.452148
	Iteration 41Q: 3 clusters Score -972679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -972687.187500 Penalty: 4550.452148
	Iteration 42Q: 3 clusters Score -972687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -972694.312500 Penalty: 4550.452148
	Iteration 43Q: 3 clusters Score -972694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -972701.562500 Penalty: 4550.452148
	Iteration 44Q: 3 clusters Score -972701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -972711.000000 Penalty: 4550.452148
	Iteration 45Q: 3 clusters Score -972711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -972713.312500 Penalty: 4550.452148
	Iteration 46Q: 3 clusters Score -972713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -972718.812500 Penalty: 4550.452148
	Iteration 47Q: 3 clusters Score -972718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -972718.687500 Penalty: 4550.452148
	Iteration 48Q: 3 clusters Score -972718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -972719.875000 Penalty: 4550.452148
	Iteration 49Q: 3 clusters Score -972719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -972719.687500 Penalty: 4550.452148
	Iteration 50Q: 3 clusters Score -972719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -972723.250000 Penalty: 4550.452148
	Iteration 51Q: 3 clusters Score -972723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -972725.562500 Penalty: 4550.452148
	Iteration 52Q: 3 clusters Score -972725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -972734.875000 Penalty: 4550.452148
	Iteration 53Q: 3 clusters Score -972734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -972738.625000 Penalty: 4550.452148
	Iteration 54Q: 3 clusters Score -972738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -972741.500000 Penalty: 4550.452148
	Iteration 55Q: 3 clusters Score -972741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -972743.125000 Penalty: 4550.452148
	Iteration 56Q: 3 clusters Score -972743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -972747.125000 Penalty: 4550.452148
	Iteration 57Q: 3 clusters Score -972747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -972747.750000 Penalty: 4550.452148
	Iteration 58Q: 3 clusters Score -972747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -972747.750000 Penalty: 4550.452148
	Iteration 59F: 3 clusters Score -972747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -600422.437500 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -600422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -595163.812500 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -595163.8 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -596514.937500 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -596514.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -596753.000000 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -596753 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -596887.687500 Penalty: 4327.045410
	Iteration 3Q: 3 clusters Score -596887.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -596980.687500 Penalty: 4327.045410
	Iteration 4Q: 3 clusters Score -596980.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -597062.250000 Penalty: 4327.045410
	Iteration 5Q: 3 clusters Score -597062.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -597136.437500 Penalty: 4327.045410
	Iteration 6Q: 3 clusters Score -597136.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -597209.312500 Penalty: 4327.045410
	Iteration 7Q: 3 clusters Score -597209.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -597275.125000 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -597275.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -597348.937500 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -597348.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -597426.500000 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -597426.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -597488.687500 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -597488.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -597543.625000 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -597543.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -597597.250000 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -597597.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -597650.812500 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -597650.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -597701.937500 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -597701.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -597753.500000 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -597753.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -597811.000000 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -597811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -597860.937500 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -597860.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -597918.312500 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -597918.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -597977.187500 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -597977.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -598035.750000 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -598035.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -598094.750000 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -598094.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -598148.625000 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -598148.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -598207.562500 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -598207.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -598273.687500 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -598273.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -598343.750000 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -598343.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -598390.250000 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -598390.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -598435.187500 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -598435.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -598484.500000 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -598484.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -598534.437500 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -598534.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -598570.812500 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -598570.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -598598.500000 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -598598.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -598618.937500 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -598618.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -598633.750000 Penalty: 4327.045410
	Iteration 34Q: 3 clusters Score -598633.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -598649.125000 Penalty: 4327.045410
	Iteration 35Q: 3 clusters Score -598649.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -598670.500000 Penalty: 4327.045410
	Iteration 36Q: 3 clusters Score -598670.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -598689.625000 Penalty: 4327.045410
	Iteration 37Q: 3 clusters Score -598689.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -598701.000000 Penalty: 4327.045410
	Iteration 38Q: 3 clusters Score -598701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -598709.187500 Penalty: 4327.045410
	Iteration 39Q: 3 clusters Score -598709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -598715.000000 Penalty: 4327.045410
	Iteration 40F: 3 clusters Score -598715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -598720.312500 Penalty: 4327.045410
	Iteration 41Q: 3 clusters Score -598720.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -598725.000000 Penalty: 4327.045410
	Iteration 42Q: 3 clusters Score -598725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -598730.125000 Penalty: 4327.045410
	Iteration 43Q: 3 clusters Score -598730.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -598733.562500 Penalty: 4327.045410
	Iteration 44Q: 3 clusters Score -598733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -598735.625000 Penalty: 4327.045410
	Iteration 45Q: 3 clusters Score -598735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -598735.437500 Penalty: 4327.045410
	Iteration 46Q: 3 clusters Score -598735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -598737.562500 Penalty: 4327.045410
	Iteration 47Q: 3 clusters Score -598737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -598739.750000 Penalty: 4327.045410
	Iteration 48Q: 3 clusters Score -598739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -598741.062500 Penalty: 4327.045410
	Iteration 49Q: 3 clusters Score -598741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -598742.250000 Penalty: 4327.045410
	Iteration 50Q: 3 clusters Score -598742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -598744.750000 Penalty: 4327.045410
	Iteration 51Q: 3 clusters Score -598744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -598744.750000 Penalty: 4327.045410
	Iteration 52F: 3 clusters Score -598744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Entering Unmasked Estep 
Score: -741057.375000 Penalty: 2221.111084
	Iteration 0F: 2 clusters Score -741057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -734852.437500 Penalty: 4442.222168
	Iteration 0F: 3 clusters Score -734852.4 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -736504.437500 Penalty: 4442.222168
	Iteration 1F: 3 clusters Score -736504.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -736812.312500 Penalty: 4442.222168
	Iteration 2F: 3 clusters Score -736812.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -737081.875000 Penalty: 4442.222168
	Iteration 3F: 3 clusters Score -737081.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -737361.500000 Penalty: 4442.222168
	Iteration 4F: 3 clusters Score -737361.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -737651.687500 Penalty: 4442.222168
	Iteration 5F: 3 clusters Score -737651.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -737895.375000 Penalty: 4442.222168
	Iteration 6Q: 3 clusters Score -737895.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -738077.312500 Penalty: 4442.222168
	Iteration 7Q: 3 clusters Score -738077.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -738248.250000 Penalty: 4442.222168
	Iteration 8Q: 3 clusters Score -738248.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -738410.812500 Penalty: 4442.222168
	Iteration 9Q: 3 clusters Score -738410.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -738568.250000 Penalty: 4442.222168
	Iteration 10Q: 3 clusters Score -738568.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -738711.000000 Penalty: 4442.222168
	Iteration 11Q: 3 clusters Score -738711 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -738826.312500 Penalty: 4442.222168
	Iteration 12Q: 3 clusters Score -738826.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -738918.062500 Penalty: 4442.222168
	Iteration 13Q: 3 clusters Score -738918.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -738993.312500 Penalty: 4442.222168
	Iteration 14Q: 3 clusters Score -738993.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -739050.187500 Penalty: 4442.222168
	Iteration 15Q: 3 clusters Score -739050.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -739078.875000 Penalty: 4442.222168
	Iteration 16Q: 3 clusters Score -739078.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -739093.187500 Penalty: 4442.222168
	Iteration 17Q: 3 clusters Score -739093.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -739097.750000 Penalty: 4442.222168
	Iteration 18Q: 3 clusters Score -739097.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -739105.625000 Penalty: 4442.222168
	Iteration 19Q: 3 clusters Score -739105.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -739109.312500 Penalty: 4442.222168
	Iteration 20F: 3 clusters Score -739109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -739111.875000 Penalty: 4442.222168
	Iteration 21Q: 3 clusters Score -739111.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -739116.250000 Penalty: 4442.222168
	Iteration 22Q: 3 clusters Score -739116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -739116.312500 Penalty: 4442.222168
	Iteration 23Q: 3 clusters Score -739116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -739116.750000 Penalty: 4442.222168
	Iteration 24Q: 3 clusters Score -739116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -739118.125000 Penalty: 4442.222168
	Iteration 25Q: 3 clusters Score -739118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -739117.500000 Penalty: 4442.222168
	Iteration 26Q: 3 clusters Score -739117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -739118.437500 Penalty: 4442.222168
	Iteration 27Q: 3 clusters Score -739118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -739119.937500 Penalty: 4442.222168
	Iteration 28Q: 3 clusters Score -739119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -739118.875000 Penalty: 4442.222168
	Iteration 29Q: 3 clusters Score -739118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -739118.437500 Penalty: 4442.222168
	Iteration 30Q: 3 clusters Score -739118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -739119.812500 Penalty: 4442.222168
	Iteration 31Q: 3 clusters Score -739119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -739117.937500 Penalty: 4442.222168
	Iteration 32Q: 3 clusters Score -739117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -739118.875000 Penalty: 4442.222168
	Iteration 33Q: 3 clusters Score -739118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -739118.875000 Penalty: 4442.222168
	Iteration 34F: 3 clusters Score -739118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -193821.796875 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -193821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -191054.500000 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -191054.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -191562.578125 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -191562.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -191741.296875 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -191741.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -191880.609375 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -191880.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -192002.546875 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -192002.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -192140.703125 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -192140.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -192272.312500 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -192272.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192406.078125 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -192406.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -192493.109375 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -192493.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -192556.484375 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -192556.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -192611.718750 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -192611.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192648.687500 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -192648.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -192692.890625 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -192692.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -192709.343750 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -192709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -192720.875000 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -192720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -192729.250000 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -192729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -192736.859375 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -192736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -192741.859375 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -192741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192746.000000 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -192746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -192748.921875 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -192748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -192751.718750 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -192751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -192753.156250 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -192753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -192757.015625 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -192757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -192760.968750 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -192761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -192763.531250 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -192763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -192765.093750 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -192765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192766.468750 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -192766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192766.468750 Penalty: 3823.594238
	Iteration 27F: 3 clusters Score -192766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -234327.187500 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -234327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -231366.562500 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -231366.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -232010.046875 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -232010 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -232211.218750 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -232211.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -232349.671875 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -232349.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -232454.875000 Penalty: 3899.034180
	Iteration 4Q: 3 clusters Score -232454.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -232524.359375 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -232524.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -232584.843750 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -232584.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232635.093750 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -232635.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -232672.203125 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -232672.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -232703.359375 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -232703.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232733.843750 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -232733.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -232770.265625 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -232770.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -232812.531250 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -232812.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232858.187500 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -232858.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -232888.625000 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -232888.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -232916.828125 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -232916.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232945.390625 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -232945.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232963.796875 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -232963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232982.546875 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -232982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232995.484375 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -232995.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -233008.593750 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -233008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -233024.609375 Penalty: 3899.034180
	Iteration 21Q: 3 clusters Score -233024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -233035.078125 Penalty: 3899.034180
	Iteration 22Q: 3 clusters Score -233035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -233045.218750 Penalty: 3899.034180
	Iteration 23Q: 3 clusters Score -233045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -233053.609375 Penalty: 3899.034180
	Iteration 24Q: 3 clusters Score -233053.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -233065.296875 Penalty: 3899.034180
	Iteration 25Q: 3 clusters Score -233065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -233068.343750 Penalty: 3899.034180
	Iteration 26Q: 3 clusters Score -233068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -233070.953125 Penalty: 3899.034180
	Iteration 27Q: 3 clusters Score -233071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -233071.890625 Penalty: 3899.034180
	Iteration 28Q: 3 clusters Score -233071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -233071.890625 Penalty: 3899.034180
	Iteration 29F: 3 clusters Score -233071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Entering Unmasked Estep 
Score: -2865031.500000 Penalty: 2544.854980
	Iteration 0F: 2 clusters Score -2865032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2845230.000000 Penalty: 5089.709961
	Iteration 0F: 3 clusters Score -2845230 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2852318.000000 Penalty: 5089.709961
	Iteration 1F: 3 clusters Score -2852318 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2852795.500000 Penalty: 5089.709961
	Iteration 2Q: 3 clusters Score -2852796 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2853207.500000 Penalty: 5089.709961
	Iteration 3Q: 3 clusters Score -2853208 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2853635.500000 Penalty: 5089.709961
	Iteration 4Q: 3 clusters Score -2853636 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2854143.250000 Penalty: 5089.709961
	Iteration 5Q: 3 clusters Score -2854143 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2854752.250000 Penalty: 5089.709961
	Iteration 6Q: 3 clusters Score -2854752 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2855576.750000 Penalty: 5089.709961
	Iteration 7F: 3 clusters Score -2855577 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2856618.250000 Penalty: 5089.709961
	Iteration 8F: 3 clusters Score -2856618 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2857686.500000 Penalty: 5089.709961
	Iteration 9F: 3 clusters Score -2857686 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2858734.500000 Penalty: 5089.709961
	Iteration 10F: 3 clusters Score -2858734 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2859576 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2860138.000000 Penalty: 5089.709961
	Iteration 12Q: 3 clusters Score -2860138 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2860469 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2860671 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2860826 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2860927.750000 Penalty: 5089.709961
	Iteration 16Q: 3 clusters Score -2860928 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2861015.500000 Penalty: 5089.709961
	Iteration 17Q: 3 clusters Score -2861016 nChanged 321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2861098 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2861166.500000 Penalty: 5089.709961
	Iteration 19Q: 3 clusters Score -2861166 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2861235 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2861293 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2861354.250000 Penalty: 5089.709961
	Iteration 22Q: 3 clusters Score -2861354 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2861419.250000 Penalty: 5089.709961
	Iteration 23Q: 3 clusters Score -2861419 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2861483.500000 Penalty: 5089.709961
	Iteration 24Q: 3 clusters Score -2861484 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2861552.750000 Penalty: 5089.709961
	Iteration 25Q: 3 clusters Score -2861553 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2861591 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2861643.500000 Penalty: 5089.709961
	Iteration 27Q: 3 clusters Score -2861644 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2861689 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2861723.750000 Penalty: 5089.709961
	Iteration 29Q: 3 clusters Score -2861724 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2861772 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2861819.000000 Penalty: 5089.709961
	Iteration 31Q: 3 clusters Score -2861819 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2861865 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2861891 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2861926.250000 Penalty: 5089.709961
	Iteration 34Q: 3 clusters Score -2861926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2861946.000000 Penalty: 5089.709961
	Iteration 35Q: 3 clusters Score -2861946 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2861979 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2862016 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2862055 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2862094 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2862136.250000 Penalty: 5089.709961
	Iteration 40F: 3 clusters Score -2862136 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2862183 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2862219 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2862280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2862356 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2862434 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2862492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2862566 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2862632.000000 Penalty: 5089.709961
	Iteration 48Q: 3 clusters Score -2862632 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2862710.500000 Penalty: 5089.709961
	Iteration 49Q: 3 clusters Score -2862710 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2862803 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2862872.250000 Penalty: 5089.709961
	Iteration 51Q: 3 clusters Score -2862872 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2862923.250000 Penalty: 5089.709961
	Iteration 52Q: 3 clusters Score -2862923 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2862978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2863039.500000 Penalty: 5089.709961
	Iteration 54Q: 3 clusters Score -2863040 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2863098 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2863161.250000 Penalty: 5089.709961
	Iteration 56Q: 3 clusters Score -2863161 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2863202.000000 Penalty: 5089.709961
	Iteration 57Q: 3 clusters Score -2863202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2863247.750000 Penalty: 5089.709961
	Iteration 58Q: 3 clusters Score -2863248 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2863284 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2863317.000000 Penalty: 5089.709961
	Iteration 60F: 3 clusters Score -2863317 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2863345.250000 Penalty: 5089.709961
	Iteration 61Q: 3 clusters Score -2863345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2863374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2863384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2863403.000000 Penalty: 5089.709961
	Iteration 64Q: 3 clusters Score -2863403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2863428.750000 Penalty: 5089.709961
	Iteration 65Q: 3 clusters Score -2863429 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2863447.500000 Penalty: 5089.709961
	Iteration 66Q: 3 clusters Score -2863448 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2863457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2863472.000000 Penalty: 5089.709961
	Iteration 68Q: 3 clusters Score -2863472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2863497.750000 Penalty: 5089.709961
	Iteration 69Q: 3 clusters Score -2863498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2863502.000000 Penalty: 5089.709961
	Iteration 70Q: 3 clusters Score -2863502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2863519.500000 Penalty: 5089.709961
	Iteration 71Q: 3 clusters Score -2863520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2863541.500000 Penalty: 5089.709961
	Iteration 72Q: 3 clusters Score -2863542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2863555.750000 Penalty: 5089.709961
	Iteration 73Q: 3 clusters Score -2863556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2863574.500000 Penalty: 5089.709961
	Iteration 74Q: 3 clusters Score -2863574 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2863584.750000 Penalty: 5089.709961
	Iteration 75Q: 3 clusters Score -2863585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2863593.750000 Penalty: 5089.709961
	Iteration 76Q: 3 clusters Score -2863594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2863599.750000 Penalty: 5089.709961
	Iteration 77Q: 3 clusters Score -2863600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2863606.000000 Penalty: 5089.709961
	Iteration 78Q: 3 clusters Score -2863606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2863607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2863607.250000 Penalty: 5089.709961
	Iteration 80F: 3 clusters Score -2863607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2863604.750000 Penalty: 5089.709961
	Iteration 81Q: 3 clusters Score -2863605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2863609.000000 Penalty: 5089.709961
	Iteration 82Q: 3 clusters Score -2863609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2863605 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2863615.750000 Penalty: 5089.709961
	Iteration 84Q: 3 clusters Score -2863616 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2863618.000000 Penalty: 5089.709961
	Iteration 85Q: 3 clusters Score -2863618 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2863612.750000 Penalty: 5089.709961
	Iteration 86Q: 3 clusters Score -2863613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2863614.250000 Penalty: 5089.709961
	Iteration 87Q: 3 clusters Score -2863614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2863613.000000 Penalty: 5089.709961
	Iteration 88Q: 3 clusters Score -2863613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2863615.500000 Penalty: 5089.709961
	Iteration 89Q: 3 clusters Score -2863616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2863622.000000 Penalty: 5089.709961
	Iteration 90Q: 3 clusters Score -2863622 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2863630.000000 Penalty: 5089.709961
	Iteration 91Q: 3 clusters Score -2863630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2863633.500000 Penalty: 5089.709961
	Iteration 92Q: 3 clusters Score -2863634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2863635.500000 Penalty: 5089.709961
	Iteration 93Q: 3 clusters Score -2863636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2863634.250000 Penalty: 5089.709961
	Iteration 94Q: 3 clusters Score -2863634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2863639.500000 Penalty: 5089.709961
	Iteration 95Q: 3 clusters Score -2863640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2863636.000000 Penalty: 5089.709961
	Iteration 96Q: 3 clusters Score -2863636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2863639.000000 Penalty: 5089.709961
	Iteration 97Q: 3 clusters Score -2863639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2863636.500000 Penalty: 5089.709961
	Iteration 98Q: 3 clusters Score -2863636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2863646.500000 Penalty: 5089.709961
	Iteration 99Q: 3 clusters Score -2863646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2863646.000000 Penalty: 5089.709961
	Iteration 100F: 3 clusters Score -2863646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2863643.750000 Penalty: 5089.709961
	Iteration 101Q: 3 clusters Score -2863644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2863647.250000 Penalty: 5089.709961
	Iteration 102Q: 3 clusters Score -2863647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2863643.500000 Penalty: 5089.709961
	Iteration 103Q: 3 clusters Score -2863644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2863643.250000 Penalty: 5089.709961
	Iteration 104Q: 3 clusters Score -2863643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2863645.250000 Penalty: 5089.709961
	Iteration 105Q: 3 clusters Score -2863645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2863645.250000 Penalty: 5089.709961
	Iteration 106F: 3 clusters Score -2863645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -126350.921875 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -126350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124165.617188 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -124165.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124474.046875 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -124474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -124596.843750 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -124596.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124667.023438 Penalty: 3581.668213
	Iteration 3Q: 3 clusters Score -124667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124696.226562 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -124696.2 nChanged 21
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: -124718.617188 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -124718.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124734.039062 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -124734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124738.289062 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -124738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124739.320312 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -124739.3 nChanged 1
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: -124739.906250 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -124739.9 nChanged 0
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: -124739.906250 Penalty: 3581.668213
	Iteration 10F: 3 clusters Score -124739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (25304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Entering Unmasked Estep 
Score: -2595930.750000 Penalty: 2514.401855
	Iteration 0F: 2 clusters Score -2595931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2578522.250000 Penalty: 5028.803711
	Iteration 0F: 3 clusters Score -2578522 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2584621.500000 Penalty: 5028.803711
	Iteration 1F: 3 clusters Score -2584622 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2585088.500000 Penalty: 5028.803711
	Iteration 2F: 3 clusters Score -2585088 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2585535.000000 Penalty: 5028.803711
	Iteration 3Q: 3 clusters Score -2585535 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2586061.500000 Penalty: 5028.803711
	Iteration 4Q: 3 clusters Score -2586062 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2586782.250000 Penalty: 5028.803711
	Iteration 5Q: 3 clusters Score -2586782 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2587658.500000 Penalty: 5028.803711
	Iteration 6F: 3 clusters Score -2587658 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2588637.250000 Penalty: 5028.803711
	Iteration 7F: 3 clusters Score -2588637 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2589551.500000 Penalty: 5028.803711
	Iteration 8F: 3 clusters Score -2589552 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2590166.750000 Penalty: 5028.803711
	Iteration 9F: 3 clusters Score -2590167 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2590582.500000 Penalty: 5028.803711
	Iteration 10Q: 3 clusters Score -2590582 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2590831.750000 Penalty: 5028.803711
	Iteration 11Q: 3 clusters Score -2590832 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2590994.000000 Penalty: 5028.803711
	Iteration 12Q: 3 clusters Score -2590994 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2591120.000000 Penalty: 5028.803711
	Iteration 13Q: 3 clusters Score -2591120 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2591214.750000 Penalty: 5028.803711
	Iteration 14Q: 3 clusters Score -2591215 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2591281.250000 Penalty: 5028.803711
	Iteration 15Q: 3 clusters Score -2591281 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2591361.750000 Penalty: 5028.803711
	Iteration 16Q: 3 clusters Score -2591362 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2591423.750000 Penalty: 5028.803711
	Iteration 17Q: 3 clusters Score -2591424 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2591493.500000 Penalty: 5028.803711
	Iteration 18Q: 3 clusters Score -2591494 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2591579.750000 Penalty: 5028.803711
	Iteration 19Q: 3 clusters Score -2591580 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2591673.500000 Penalty: 5028.803711
	Iteration 20F: 3 clusters Score -2591674 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2591786.750000 Penalty: 5028.803711
	Iteration 21Q: 3 clusters Score -2591787 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2591879.750000 Penalty: 5028.803711
	Iteration 22Q: 3 clusters Score -2591880 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2591982.250000 Penalty: 5028.803711
	Iteration 23Q: 3 clusters Score -2591982 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2592093.250000 Penalty: 5028.803711
	Iteration 24Q: 3 clusters Score -2592093 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2592209.000000 Penalty: 5028.803711
	Iteration 25Q: 3 clusters Score -2592209 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2592337.250000 Penalty: 5028.803711
	Iteration 26Q: 3 clusters Score -2592337 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2592453.500000 Penalty: 5028.803711
	Iteration 27Q: 3 clusters Score -2592454 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2592588.250000 Penalty: 5028.803711
	Iteration 28Q: 3 clusters Score -2592588 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2592718.500000 Penalty: 5028.803711
	Iteration 29Q: 3 clusters Score -2592718 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2592848.500000 Penalty: 5028.803711
	Iteration 30Q: 3 clusters Score -2592848 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2592966.500000 Penalty: 5028.803711
	Iteration 31Q: 3 clusters Score -2592966 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2593093.000000 Penalty: 5028.803711
	Iteration 32Q: 3 clusters Score -2593093 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2593208.250000 Penalty: 5028.803711
	Iteration 33Q: 3 clusters Score -2593208 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2593313.500000 Penalty: 5028.803711
	Iteration 34Q: 3 clusters Score -2593314 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2593383.750000 Penalty: 5028.803711
	Iteration 35Q: 3 clusters Score -2593384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2593467.000000 Penalty: 5028.803711
	Iteration 36Q: 3 clusters Score -2593467 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2593550.000000 Penalty: 5028.803711
	Iteration 37Q: 3 clusters Score -2593550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2593630.000000 Penalty: 5028.803711
	Iteration 38Q: 3 clusters Score -2593630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2593682.250000 Penalty: 5028.803711
	Iteration 39Q: 3 clusters Score -2593682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2593738.500000 Penalty: 5028.803711
	Iteration 40F: 3 clusters Score -2593738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2593773.000000 Penalty: 5028.803711
	Iteration 41Q: 3 clusters Score -2593773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2593808.000000 Penalty: 5028.803711
	Iteration 42Q: 3 clusters Score -2593808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2593824.750000 Penalty: 5028.803711
	Iteration 43Q: 3 clusters Score -2593825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2593842.500000 Penalty: 5028.803711
	Iteration 44Q: 3 clusters Score -2593842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2593852.500000 Penalty: 5028.803711
	Iteration 45Q: 3 clusters Score -2593852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2593859.250000 Penalty: 5028.803711
	Iteration 46Q: 3 clusters Score -2593859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2593867.500000 Penalty: 5028.803711
	Iteration 47Q: 3 clusters Score -2593868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2593878.500000 Penalty: 5028.803711
	Iteration 48Q: 3 clusters Score -2593878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2593888.250000 Penalty: 5028.803711
	Iteration 49Q: 3 clusters Score -2593888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2593892.250000 Penalty: 5028.803711
	Iteration 50Q: 3 clusters Score -2593892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2593897.750000 Penalty: 5028.803711
	Iteration 51Q: 3 clusters Score -2593898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2593900.000000 Penalty: 5028.803711
	Iteration 52Q: 3 clusters Score -2593900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2593902.000000 Penalty: 5028.803711
	Iteration 53Q: 3 clusters Score -2593902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2593905.500000 Penalty: 5028.803711
	Iteration 54Q: 3 clusters Score -2593906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2593903.500000 Penalty: 5028.803711
	Iteration 55Q: 3 clusters Score -2593904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2593905.250000 Penalty: 5028.803711
	Iteration 56Q: 3 clusters Score -2593905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2593905.750000 Penalty: 5028.803711
	Iteration 57Q: 3 clusters Score -2593906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -2593909.250000 Penalty: 5028.803711
	Iteration 58Q: 3 clusters Score -2593909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2593918.250000 Penalty: 5028.803711
	Iteration 59Q: 3 clusters Score -2593918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2593922.750000 Penalty: 5028.803711
	Iteration 60F: 3 clusters Score -2593923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2593928.250000 Penalty: 5028.803711
	Iteration 61Q: 3 clusters Score -2593928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2593929.500000 Penalty: 5028.803711
	Iteration 62Q: 3 clusters Score -2593930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2593936.750000 Penalty: 5028.803711
	Iteration 63Q: 3 clusters Score -2593937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2593931.500000 Penalty: 5028.803711
	Iteration 64Q: 3 clusters Score -2593932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2593932.500000 Penalty: 5028.803711
	Iteration 65Q: 3 clusters Score -2593932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2593936.750000 Penalty: 5028.803711
	Iteration 66Q: 3 clusters Score -2593937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2593941.000000 Penalty: 5028.803711
	Iteration 67Q: 3 clusters Score -2593941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2593943.500000 Penalty: 5028.803711
	Iteration 68Q: 3 clusters Score -2593944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2593944.750000 Penalty: 5028.803711
	Iteration 69Q: 3 clusters Score -2593945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2593942.750000 Penalty: 5028.803711
	Iteration 70Q: 3 clusters Score -2593943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2593946.250000 Penalty: 5028.803711
	Iteration 71Q: 3 clusters Score -2593946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2593947.750000 Penalty: 5028.803711
	Iteration 72Q: 3 clusters Score -2593948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2593947.000000 Penalty: 5028.803711
	Iteration 73Q: 3 clusters Score -2593947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2593947.250000 Penalty: 5028.803711
	Iteration 74Q: 3 clusters Score -2593947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2593946.500000 Penalty: 5028.803711
	Iteration 75Q: 3 clusters Score -2593946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2593949.250000 Penalty: 5028.803711
	Iteration 76Q: 3 clusters Score -2593949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2593946.250000 Penalty: 5028.803711
	Iteration 77Q: 3 clusters Score -2593946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2593946.250000 Penalty: 5028.803711
	Iteration 78F: 3 clusters Score -2593946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -634116.625000 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -634116.6 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 3150 members 
Entering Unmasked Estep 
Score: -628730.000000 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -628730 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -630127.375000 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -630127.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -630382.562500 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -630382.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -630557.375000 Penalty: 4342.455078
	Iteration 3F: 3 clusters Score -630557.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -630722.750000 Penalty: 4342.455078
	Iteration 4Q: 3 clusters Score -630722.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -630877.625000 Penalty: 4342.455078
	Iteration 5Q: 3 clusters Score -630877.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -631000.812500 Penalty: 4342.455078
	Iteration 6Q: 3 clusters Score -631000.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -631133.687500 Penalty: 4342.455078
	Iteration 7Q: 3 clusters Score -631133.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -631242.062500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -631242.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -631365.687500 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -631365.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -631485.875000 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -631485.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -631589.625000 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -631589.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -631683.062500 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -631683.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -631770.875000 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -631770.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -631852.187500 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -631852.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -631920.375000 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -631920.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -631989.875000 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -631989.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -632051.312500 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -632051.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -632095.187500 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -632095.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -632126.687500 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -632126.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -632153.812500 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -632153.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -632172.812500 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -632172.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -632190.000000 Penalty: 4342.455078
	Iteration 22Q: 3 clusters Score -632190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -632201.312500 Penalty: 4342.455078
	Iteration 23Q: 3 clusters Score -632201.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -632213.625000 Penalty: 4342.455078
	Iteration 24Q: 3 clusters Score -632213.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -632222.437500 Penalty: 4342.455078
	Iteration 25Q: 3 clusters Score -632222.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -632230.812500 Penalty: 4342.455078
	Iteration 26Q: 3 clusters Score -632230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -632235.500000 Penalty: 4342.455078
	Iteration 27Q: 3 clusters Score -632235.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -632241.062500 Penalty: 4342.455078
	Iteration 28Q: 3 clusters Score -632241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -632248.125000 Penalty: 4342.455078
	Iteration 29Q: 3 clusters Score -632248.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -632258.875000 Penalty: 4342.455078
	Iteration 30Q: 3 clusters Score -632258.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -632270.687500 Penalty: 4342.455078
	Iteration 31Q: 3 clusters Score -632270.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -632283.187500 Penalty: 4342.455078
	Iteration 32Q: 3 clusters Score -632283.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -632298.375000 Penalty: 4342.455078
	Iteration 33Q: 3 clusters Score -632298.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -632317.250000 Penalty: 4342.455078
	Iteration 34Q: 3 clusters Score -632317.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -632331.000000 Penalty: 4342.455078
	Iteration 35Q: 3 clusters Score -632331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -632341.875000 Penalty: 4342.455078
	Iteration 36Q: 3 clusters Score -632341.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -632356.937500 Penalty: 4342.455078
	Iteration 37Q: 3 clusters Score -632356.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -632368.375000 Penalty: 4342.455078
	Iteration 38Q: 3 clusters Score -632368.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -632376.125000 Penalty: 4342.455078
	Iteration 39Q: 3 clusters Score -632376.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -632386.687500 Penalty: 4342.455078
	Iteration 40F: 3 clusters Score -632386.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -632393.937500 Penalty: 4342.455078
	Iteration 41Q: 3 clusters Score -632393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -632400.937500 Penalty: 4342.455078
	Iteration 42Q: 3 clusters Score -632400.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -632408.750000 Penalty: 4342.455078
	Iteration 43Q: 3 clusters Score -632408.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -632415.125000 Penalty: 4342.455078
	Iteration 44Q: 3 clusters Score -632415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -632418.437500 Penalty: 4342.455078
	Iteration 45Q: 3 clusters Score -632418.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -632423.125000 Penalty: 4342.455078
	Iteration 46Q: 3 clusters Score -632423.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -632427.375000 Penalty: 4342.455078
	Iteration 47Q: 3 clusters Score -632427.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -632430.000000 Penalty: 4342.455078
	Iteration 48Q: 3 clusters Score -632430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -632434.812500 Penalty: 4342.455078
	Iteration 49Q: 3 clusters Score -632434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -632437.687500 Penalty: 4342.455078
	Iteration 50Q: 3 clusters Score -632437.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -632444.062500 Penalty: 4342.455078
	Iteration 51Q: 3 clusters Score -632444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -632446.000000 Penalty: 4342.455078
	Iteration 52Q: 3 clusters Score -632446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -632450.625000 Penalty: 4342.455078
	Iteration 53Q: 3 clusters Score -632450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -632451.875000 Penalty: 4342.455078
	Iteration 54Q: 3 clusters Score -632451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -632453.500000 Penalty: 4342.455078
	Iteration 55Q: 3 clusters Score -632453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -632458.750000 Penalty: 4342.455078
	Iteration 56Q: 3 clusters Score -632458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -632463.437500 Penalty: 4342.455078
	Iteration 57Q: 3 clusters Score -632463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -632466.000000 Penalty: 4342.455078
	Iteration 58Q: 3 clusters Score -632466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -632467.250000 Penalty: 4342.455078
	Iteration 59Q: 3 clusters Score -632467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -632470.000000 Penalty: 4342.455078
	Iteration 60F: 3 clusters Score -632470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -632471.812500 Penalty: 4342.455078
	Iteration 61Q: 3 clusters Score -632471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -632473.500000 Penalty: 4342.455078
	Iteration 62Q: 3 clusters Score -632473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -632474.250000 Penalty: 4342.455078
	Iteration 63Q: 3 clusters Score -632474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -632474.875000 Penalty: 4342.455078
	Iteration 64Q: 3 clusters Score -632474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -632474.875000 Penalty: 4342.455078
	Iteration 65F: 3 clusters Score -632474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -374487.093750 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -374487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -370561.968750 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -370562 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -371437.656250 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -371437.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -371646.468750 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -371646.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -371792.031250 Penalty: 4122.209473
	Iteration 3F: 3 clusters Score -371792 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -371877.718750 Penalty: 4122.209473
	Iteration 4Q: 3 clusters Score -371877.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -371933.343750 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -371933.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -371983.656250 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -371983.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -372033.218750 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -372033.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -372077.187500 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -372077.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -372125.375000 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -372125.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -372178.375000 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -372178.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -372234.781250 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -372234.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -372299.281250 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -372299.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -372394.031250 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -372394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -372496.343750 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -372496.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -372644.781250 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -372644.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -372783.937500 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -372783.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -372938.437500 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -372938.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -373097.812500 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -373097.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -373248.156250 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -373248.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -373395.312500 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -373395.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -373509.843750 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -373509.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -373607.312500 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -373607.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -373678.593750 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -373678.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -373721.656250 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -373721.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -373750.218750 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -373750.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -373770.625000 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -373770.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -373783.656250 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -373783.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -373794.156250 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -373794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -373800.875000 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -373800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -373806.250000 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -373806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -373812.593750 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -373812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -373815.281250 Penalty: 4122.209473
	Iteration 32Q: 3 clusters Score -373815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -373816.562500 Penalty: 4122.209473
	Iteration 33Q: 3 clusters Score -373816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -373818.343750 Penalty: 4122.209473
	Iteration 34Q: 3 clusters Score -373818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -373820.031250 Penalty: 4122.209473
	Iteration 35Q: 3 clusters Score -373820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -373822.250000 Penalty: 4122.209473
	Iteration 36Q: 3 clusters Score -373822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -373823.250000 Penalty: 4122.209473
	Iteration 37Q: 3 clusters Score -373823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -373824.437500 Penalty: 4122.209473
	Iteration 38Q: 3 clusters Score -373824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -373825.593750 Penalty: 4122.209473
	Iteration 39Q: 3 clusters Score -373825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -373825.937500 Penalty: 4122.209473
	Iteration 40F: 3 clusters Score -373825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -283283.625000 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -283283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280130.187500 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -280130.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -280701.343750 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -280701.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -280856.093750 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -280856.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -280935.187500 Penalty: 3934.985352
	Iteration 3Q: 3 clusters Score -280935.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -280999.093750 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -280999.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -281041.187500 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -281041.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -281063.375000 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -281063.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -281077.312500 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -281077.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -281087.656250 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -281087.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -281095.031250 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -281095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -281100.812500 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -281100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -281109.500000 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -281109.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -281114.875000 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -281114.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -281123.437500 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -281123.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281132.781250 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -281132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -281137.500000 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -281137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -281141.500000 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -281141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281143.218750 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -281143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -281146.718750 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -281146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281149.031250 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -281149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281150.468750 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -281150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -281152.093750 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -281152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281151.937500 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -281151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -281152.781250 Penalty: 3934.985352
	Iteration 23Q: 3 clusters Score -281152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -281152.781250 Penalty: 3934.985352
	Iteration 24F: 3 clusters Score -281152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -290825.625000 Penalty: 2002.744507
	Iteration 0F: 2 clusters Score -290825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -287404.750000 Penalty: 4005.489014
	Iteration 0F: 3 clusters Score -287404.8 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -288144.812500 Penalty: 4005.489014
	Iteration 1F: 3 clusters Score -288144.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -288348.062500 Penalty: 4005.489014
	Iteration 2F: 3 clusters Score -288348.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -288478.375000 Penalty: 4005.489014
	Iteration 3F: 3 clusters Score -288478.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288566.281250 Penalty: 4005.489014
	Iteration 4Q: 3 clusters Score -288566.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -288633.781250 Penalty: 4005.489014
	Iteration 5Q: 3 clusters Score -288633.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -288697.750000 Penalty: 4005.489014
	Iteration 6Q: 3 clusters Score -288697.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -288757.000000 Penalty: 4005.489014
	Iteration 7Q: 3 clusters Score -288757 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -288809.718750 Penalty: 4005.489014
	Iteration 8Q: 3 clusters Score -288809.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -288852.562500 Penalty: 4005.489014
	Iteration 9Q: 3 clusters Score -288852.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -288900.906250 Penalty: 4005.489014
	Iteration 10Q: 3 clusters Score -288900.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -288948.843750 Penalty: 4005.489014
	Iteration 11Q: 3 clusters Score -288948.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -288991.187500 Penalty: 4005.489014
	Iteration 12Q: 3 clusters Score -288991.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -289041.437500 Penalty: 4005.489014
	Iteration 13Q: 3 clusters Score -289041.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -289080.781250 Penalty: 4005.489014
	Iteration 14Q: 3 clusters Score -289080.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -289116.406250 Penalty: 4005.489014
	Iteration 15Q: 3 clusters Score -289116.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -289154.750000 Penalty: 4005.489014
	Iteration 16Q: 3 clusters Score -289154.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -289189.343750 Penalty: 4005.489014
	Iteration 17Q: 3 clusters Score -289189.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -289228.812500 Penalty: 4005.489014
	Iteration 18Q: 3 clusters Score -289228.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -289280.625000 Penalty: 4005.489014
	Iteration 19Q: 3 clusters Score -289280.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -289338.625000 Penalty: 4005.489014
	Iteration 20F: 3 clusters Score -289338.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -289399.187500 Penalty: 4005.489014
	Iteration 21Q: 3 clusters Score -289399.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -289469.687500 Penalty: 4005.489014
	Iteration 22Q: 3 clusters Score -289469.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -289523.093750 Penalty: 4005.489014
	Iteration 23Q: 3 clusters Score -289523.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -289571.562500 Penalty: 4005.489014
	Iteration 24Q: 3 clusters Score -289571.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -289609.562500 Penalty: 4005.489014
	Iteration 25Q: 3 clusters Score -289609.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -289637.843750 Penalty: 4005.489014
	Iteration 26Q: 3 clusters Score -289637.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -289654.093750 Penalty: 4005.489014
	Iteration 27Q: 3 clusters Score -289654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -289661.968750 Penalty: 4005.489014
	Iteration 28Q: 3 clusters Score -289662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -289672.093750 Penalty: 4005.489014
	Iteration 29Q: 3 clusters Score -289672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -289677.031250 Penalty: 4005.489014
	Iteration 30Q: 3 clusters Score -289677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -289683.937500 Penalty: 4005.489014
	Iteration 31Q: 3 clusters Score -289683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -289689.562500 Penalty: 4005.489014
	Iteration 32Q: 3 clusters Score -289689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -289692.718750 Penalty: 4005.489014
	Iteration 33Q: 3 clusters Score -289692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -289694.468750 Penalty: 4005.489014
	Iteration 34Q: 3 clusters Score -289694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -289694.468750 Penalty: 4005.489014
	Iteration 35F: 3 clusters Score -289694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Entering Unmasked Estep 
Score: -639407.750000 Penalty: 2170.914307
	Iteration 0F: 2 clusters Score -639407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -634080.937500 Penalty: 4341.828613
	Iteration 0F: 3 clusters Score -634080.9 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -635421.062500 Penalty: 4341.828613
	Iteration 1F: 3 clusters Score -635421.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -635670.250000 Penalty: 4341.828613
	Iteration 2F: 3 clusters Score -635670.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -635834.875000 Penalty: 4341.828613
	Iteration 3F: 3 clusters Score -635834.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -635938.500000 Penalty: 4341.828613
	Iteration 4Q: 3 clusters Score -635938.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -636013.437500 Penalty: 4341.828613
	Iteration 5Q: 3 clusters Score -636013.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -636061.875000 Penalty: 4341.828613
	Iteration 6Q: 3 clusters Score -636061.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -636103.250000 Penalty: 4341.828613
	Iteration 7Q: 3 clusters Score -636103.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -636139.375000 Penalty: 4341.828613
	Iteration 8Q: 3 clusters Score -636139.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -636172.062500 Penalty: 4341.828613
	Iteration 9Q: 3 clusters Score -636172.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -636200.750000 Penalty: 4341.828613
	Iteration 10Q: 3 clusters Score -636200.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -636230.937500 Penalty: 4341.828613
	Iteration 11Q: 3 clusters Score -636230.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -636259.937500 Penalty: 4341.828613
	Iteration 12Q: 3 clusters Score -636259.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -636284.062500 Penalty: 4341.828613
	Iteration 13Q: 3 clusters Score -636284.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -636309.750000 Penalty: 4341.828613
	Iteration 14Q: 3 clusters Score -636309.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -636339.187500 Penalty: 4341.828613
	Iteration 15Q: 3 clusters Score -636339.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -636366.812500 Penalty: 4341.828613
	Iteration 16Q: 3 clusters Score -636366.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -636398.312500 Penalty: 4341.828613
	Iteration 17Q: 3 clusters Score -636398.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -636435.312500 Penalty: 4341.828613
	Iteration 18Q: 3 clusters Score -636435.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -636497.875000 Penalty: 4341.828613
	Iteration 19Q: 3 clusters Score -636497.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -636576.937500 Penalty: 4341.828613
	Iteration 20F: 3 clusters Score -636576.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -636670.125000 Penalty: 4341.828613
	Iteration 21Q: 3 clusters Score -636670.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -636777.187500 Penalty: 4341.828613
	Iteration 22Q: 3 clusters Score -636777.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -636894.000000 Penalty: 4341.828613
	Iteration 23Q: 3 clusters Score -636894 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -636983.687500 Penalty: 4341.828613
	Iteration 24Q: 3 clusters Score -636983.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -637083.625000 Penalty: 4341.828613
	Iteration 25Q: 3 clusters Score -637083.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -637168.250000 Penalty: 4341.828613
	Iteration 26Q: 3 clusters Score -637168.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -637255.750000 Penalty: 4341.828613
	Iteration 27Q: 3 clusters Score -637255.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -637331.812500 Penalty: 4341.828613
	Iteration 28Q: 3 clusters Score -637331.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -637410.500000 Penalty: 4341.828613
	Iteration 29Q: 3 clusters Score -637410.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -637467.812500 Penalty: 4341.828613
	Iteration 30Q: 3 clusters Score -637467.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -637503.125000 Penalty: 4341.828613
	Iteration 31Q: 3 clusters Score -637503.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -637526.812500 Penalty: 4341.828613
	Iteration 32Q: 3 clusters Score -637526.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -637546.937500 Penalty: 4341.828613
	Iteration 33Q: 3 clusters Score -637546.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -637566.812500 Penalty: 4341.828613
	Iteration 34Q: 3 clusters Score -637566.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -637581.937500 Penalty: 4341.828613
	Iteration 35Q: 3 clusters Score -637581.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -637596.125000 Penalty: 4341.828613
	Iteration 36Q: 3 clusters Score -637596.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -637603.250000 Penalty: 4341.828613
	Iteration 37Q: 3 clusters Score -637603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -637607.750000 Penalty: 4341.828613
	Iteration 38Q: 3 clusters Score -637607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -637613.750000 Penalty: 4341.828613
	Iteration 39Q: 3 clusters Score -637613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -637619.812500 Penalty: 4341.828613
	Iteration 40F: 3 clusters Score -637619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -637625.125000 Penalty: 4341.828613
	Iteration 41Q: 3 clusters Score -637625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -637627.062500 Penalty: 4341.828613
	Iteration 42Q: 3 clusters Score -637627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -637629.062500 Penalty: 4341.828613
	Iteration 43Q: 3 clusters Score -637629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -637629.187500 Penalty: 4341.828613
	Iteration 44Q: 3 clusters Score -637629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -637629.187500 Penalty: 4341.828613
	Iteration 45F: 3 clusters Score -637629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -313242.843750 Penalty: 2015.449829
	Iteration 0F: 2 clusters Score -313242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -309715.687500 Penalty: 4030.899658
	Iteration 0F: 3 clusters Score -309715.7 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -310537.093750 Penalty: 4030.899658
	Iteration 1F: 3 clusters Score -310537.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -310812.156250 Penalty: 4030.899658
	Iteration 2F: 3 clusters Score -310812.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -311026.468750 Penalty: 4030.899658
	Iteration 3F: 3 clusters Score -311026.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -311213.437500 Penalty: 4030.899658
	Iteration 4F: 3 clusters Score -311213.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -311362.625000 Penalty: 4030.899658
	Iteration 5Q: 3 clusters Score -311362.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -311528.968750 Penalty: 4030.899658
	Iteration 6Q: 3 clusters Score -311529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311729.343750 Penalty: 4030.899658
	Iteration 7Q: 3 clusters Score -311729.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -311901.468750 Penalty: 4030.899658
	Iteration 8Q: 3 clusters Score -311901.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -312094.843750 Penalty: 4030.899658
	Iteration 9Q: 3 clusters Score -312094.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312294.156250 Penalty: 4030.899658
	Iteration 10Q: 3 clusters Score -312294.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -312486.937500 Penalty: 4030.899658
	Iteration 11Q: 3 clusters Score -312486.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -312745.968750 Penalty: 4030.899658
	Iteration 12Q: 3 clusters Score -312746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -312908.593750 Penalty: 4030.899658
	Iteration 13Q: 3 clusters Score -312908.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -312978.812500 Penalty: 4030.899658
	Iteration 14Q: 3 clusters Score -312978.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -313009.906250 Penalty: 4030.899658
	Iteration 15Q: 3 clusters Score -313009.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -313033.406250 Penalty: 4030.899658
	Iteration 16Q: 3 clusters Score -313033.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -313055.437500 Penalty: 4030.899658
	Iteration 17Q: 3 clusters Score -313055.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -313087.937500 Penalty: 4030.899658
	Iteration 18Q: 3 clusters Score -313087.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -313109.375000 Penalty: 4030.899658
	Iteration 19Q: 3 clusters Score -313109.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -313121.312500 Penalty: 4030.899658
	Iteration 20F: 3 clusters Score -313121.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -313128.593750 Penalty: 4030.899658
	Iteration 21Q: 3 clusters Score -313128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -313132.218750 Penalty: 4030.899658
	Iteration 22Q: 3 clusters Score -313132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313134.593750 Penalty: 4030.899658
	Iteration 23Q: 3 clusters Score -313134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -313136.718750 Penalty: 4030.899658
	Iteration 24Q: 3 clusters Score -313136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -313138.125000 Penalty: 4030.899658
	Iteration 25Q: 3 clusters Score -313138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -313140.125000 Penalty: 4030.899658
	Iteration 26Q: 3 clusters Score -313140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -313141.750000 Penalty: 4030.899658
	Iteration 27Q: 3 clusters Score -313141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -313143.343750 Penalty: 4030.899658
	Iteration 28Q: 3 clusters Score -313143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -313143.968750 Penalty: 4030.899658
	Iteration 29Q: 3 clusters Score -313144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -313143.968750 Penalty: 4030.899658
	Iteration 30F: 3 clusters Score -313144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -115668.351562 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -115668.4 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 679 members 
Entering Unmasked Estep 
Score: -113531.968750 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -113532 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113922.085938 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -113922.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -114026.132812 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -114026.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -114080.695312 Penalty: 3575.465820
	Iteration 3Q: 3 clusters Score -114080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -114110.164062 Penalty: 3575.465820
	Iteration 4Q: 3 clusters Score -114110.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114125.351562 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -114125.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -114152.812500 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -114152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -114174.500000 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -114174.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -114207.492188 Penalty: 3575.465820
	Iteration 8Q: 3 clusters Score -114207.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -114236.820312 Penalty: 3575.465820
	Iteration 9Q: 3 clusters Score -114236.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -114257.945312 Penalty: 3575.465820
	Iteration 10Q: 3 clusters Score -114257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114294.648438 Penalty: 3575.465820
	Iteration 11Q: 3 clusters Score -114294.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -114343.125000 Penalty: 3575.465820
	Iteration 12Q: 3 clusters Score -114343.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -114422.242188 Penalty: 3575.465820
	Iteration 13Q: 3 clusters Score -114422.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -114470.203125 Penalty: 3575.465820
	Iteration 14Q: 3 clusters Score -114470.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -114511.304688 Penalty: 3575.465820
	Iteration 15Q: 3 clusters Score -114511.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -114555.937500 Penalty: 3575.465820
	Iteration 16Q: 3 clusters Score -114555.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -114585.976562 Penalty: 3575.465820
	Iteration 17Q: 3 clusters Score -114586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -114613.562500 Penalty: 3575.465820
	Iteration 18Q: 3 clusters Score -114613.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114635.875000 Penalty: 3575.465820
	Iteration 19Q: 3 clusters Score -114635.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -114665.765625 Penalty: 3575.465820
	Iteration 20F: 3 clusters Score -114665.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -114704.289062 Penalty: 3575.465820
	Iteration 21Q: 3 clusters Score -114704.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -114729.546875 Penalty: 3575.465820
	Iteration 22Q: 3 clusters Score -114729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -114740.718750 Penalty: 3575.465820
	Iteration 23Q: 3 clusters Score -114740.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -114748.960938 Penalty: 3575.465820
	Iteration 24Q: 3 clusters Score -114749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -114753.890625 Penalty: 3575.465820
	Iteration 25Q: 3 clusters Score -114753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -114756.296875 Penalty: 3575.465820
	Iteration 26Q: 3 clusters Score -114756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -114756.296875 Penalty: 3575.465820
	Iteration 27F: 3 clusters Score -114756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -477902.687500 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -477902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -473568.156250 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -473568.2 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -474574.937500 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -474574.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -474751.812500 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -474751.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -474872.968750 Penalty: 4192.251953
	Iteration 3Q: 3 clusters Score -474873 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -474960.343750 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -474960.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -475032.625000 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -475032.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -475097.093750 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -475097.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -475141.187500 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -475141.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -475175.093750 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -475175.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -475207.437500 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -475207.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -475244.156250 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -475244.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -475272.312500 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -475272.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -475301.250000 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -475301.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -475343.687500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -475343.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475379.187500 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -475379.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -475406.781250 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -475406.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -475437.250000 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -475437.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -475474.656250 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -475474.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -475514.656250 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -475514.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -475553.562500 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -475553.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -475602.687500 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -475602.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -475649.375000 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -475649.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -475687.562500 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -475687.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -475722.000000 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -475722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -475755.968750 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -475756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -475780.156250 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -475780.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -475814.343750 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -475814.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -475845.531250 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -475845.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -475878.468750 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -475878.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -475919.406250 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -475919.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -475944.312500 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -475944.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -475971.281250 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -475971.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -475993.625000 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -475993.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -476013.312500 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -476013.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -476035.343750 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -476035.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -476052.875000 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -476052.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -476064.968750 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -476065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -476070.437500 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -476070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -476076.468750 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -476076.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -476080.937500 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -476080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -476083.593750 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -476083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -476085.437500 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -476085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -476090.687500 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -476090.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -476095.468750 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -476095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -476100.437500 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -476100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -476109.187500 Penalty: 4192.251953
	Iteration 45Q: 3 clusters Score -476109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -476113.343750 Penalty: 4192.251953
	Iteration 46Q: 3 clusters Score -476113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -476117.781250 Penalty: 4192.251953
	Iteration 47Q: 3 clusters Score -476117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -476118.812500 Penalty: 4192.251953
	Iteration 48Q: 3 clusters Score -476118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -476121.031250 Penalty: 4192.251953
	Iteration 49Q: 3 clusters Score -476121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -476124.187500 Penalty: 4192.251953
	Iteration 50Q: 3 clusters Score -476124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -476128.937500 Penalty: 4192.251953
	Iteration 51Q: 3 clusters Score -476128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -476130.937500 Penalty: 4192.251953
	Iteration 52Q: 3 clusters Score -476130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -476132.312500 Penalty: 4192.251953
	Iteration 53Q: 3 clusters Score -476132.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -476135.937500 Penalty: 4192.251953
	Iteration 54Q: 3 clusters Score -476135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -476139.687500 Penalty: 4192.251953
	Iteration 55Q: 3 clusters Score -476139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -476143.125000 Penalty: 4192.251953
	Iteration 56Q: 3 clusters Score -476143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -476145.406250 Penalty: 4192.251953
	Iteration 57Q: 3 clusters Score -476145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -476146.437500 Penalty: 4192.251953
	Iteration 58Q: 3 clusters Score -476146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -476148.281250 Penalty: 4192.251953
	Iteration 59Q: 3 clusters Score -476148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -476149.687500 Penalty: 4192.251953
	Iteration 60F: 3 clusters Score -476149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -476151.593750 Penalty: 4192.251953
	Iteration 61Q: 3 clusters Score -476151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -476151.812500 Penalty: 4192.251953
	Iteration 62Q: 3 clusters Score -476151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -476151.812500 Penalty: 4192.251953
	Iteration 63F: 3 clusters Score -476151.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -599121.937500 Penalty: 2153.353516
	Iteration 0F: 2 clusters Score -599121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -594018.875000 Penalty: 4306.707031
	Iteration 0F: 3 clusters Score -594018.9 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -595305.625000 Penalty: 4306.707031
	Iteration 1F: 3 clusters Score -595305.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -595557.000000 Penalty: 4306.707031
	Iteration 2F: 3 clusters Score -595557 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -595703.625000 Penalty: 4306.707031
	Iteration 3F: 3 clusters Score -595703.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -595807.625000 Penalty: 4306.707031
	Iteration 4Q: 3 clusters Score -595807.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -595879.000000 Penalty: 4306.707031
	Iteration 5Q: 3 clusters Score -595879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -595926.937500 Penalty: 4306.707031
	Iteration 6Q: 3 clusters Score -595926.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -595985.437500 Penalty: 4306.707031
	Iteration 7Q: 3 clusters Score -595985.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -596050.812500 Penalty: 4306.707031
	Iteration 8Q: 3 clusters Score -596050.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -596107.687500 Penalty: 4306.707031
	Iteration 9Q: 3 clusters Score -596107.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -596162.000000 Penalty: 4306.707031
	Iteration 10Q: 3 clusters Score -596162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -596239.000000 Penalty: 4306.707031
	Iteration 11Q: 3 clusters Score -596239 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -596323.625000 Penalty: 4306.707031
	Iteration 12Q: 3 clusters Score -596323.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -596405.000000 Penalty: 4306.707031
	Iteration 13Q: 3 clusters Score -596405 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -596480.750000 Penalty: 4306.707031
	Iteration 14Q: 3 clusters Score -596480.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -596557.125000 Penalty: 4306.707031
	Iteration 15Q: 3 clusters Score -596557.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -596655.125000 Penalty: 4306.707031
	Iteration 16Q: 3 clusters Score -596655.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -596761.937500 Penalty: 4306.707031
	Iteration 17Q: 3 clusters Score -596761.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -596861.187500 Penalty: 4306.707031
	Iteration 18Q: 3 clusters Score -596861.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -596940.187500 Penalty: 4306.707031
	Iteration 19Q: 3 clusters Score -596940.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -596997.437500 Penalty: 4306.707031
	Iteration 20F: 3 clusters Score -596997.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -597051.125000 Penalty: 4306.707031
	Iteration 21Q: 3 clusters Score -597051.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -597099.687500 Penalty: 4306.707031
	Iteration 22Q: 3 clusters Score -597099.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -597149.312500 Penalty: 4306.707031
	Iteration 23Q: 3 clusters Score -597149.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -597187.375000 Penalty: 4306.707031
	Iteration 24Q: 3 clusters Score -597187.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -597218.312500 Penalty: 4306.707031
	Iteration 25Q: 3 clusters Score -597218.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -597245.000000 Penalty: 4306.707031
	Iteration 26Q: 3 clusters Score -597245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -597258.875000 Penalty: 4306.707031
	Iteration 27Q: 3 clusters Score -597258.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -597266.937500 Penalty: 4306.707031
	Iteration 28Q: 3 clusters Score -597266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -597273.937500 Penalty: 4306.707031
	Iteration 29Q: 3 clusters Score -597273.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -597280.562500 Penalty: 4306.707031
	Iteration 30Q: 3 clusters Score -597280.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -597291.687500 Penalty: 4306.707031
	Iteration 31Q: 3 clusters Score -597291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -597301.750000 Penalty: 4306.707031
	Iteration 32Q: 3 clusters Score -597301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -597310.187500 Penalty: 4306.707031
	Iteration 33Q: 3 clusters Score -597310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -597314.875000 Penalty: 4306.707031
	Iteration 34Q: 3 clusters Score -597314.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -597323.750000 Penalty: 4306.707031
	Iteration 35Q: 3 clusters Score -597323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -597332.562500 Penalty: 4306.707031
	Iteration 36Q: 3 clusters Score -597332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -597336.375000 Penalty: 4306.707031
	Iteration 37Q: 3 clusters Score -597336.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -597343.812500 Penalty: 4306.707031
	Iteration 38Q: 3 clusters Score -597343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -597347.687500 Penalty: 4306.707031
	Iteration 39Q: 3 clusters Score -597347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -597348.500000 Penalty: 4306.707031
	Iteration 40F: 3 clusters Score -597348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -597350.250000 Penalty: 4306.707031
	Iteration 41Q: 3 clusters Score -597350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -597353.250000 Penalty: 4306.707031
	Iteration 42Q: 3 clusters Score -597353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -597354.187500 Penalty: 4306.707031
	Iteration 43Q: 3 clusters Score -597354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -597355.250000 Penalty: 4306.707031
	Iteration 44Q: 3 clusters Score -597355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -597355.250000 Penalty: 4306.707031
	Iteration 45F: 3 clusters Score -597355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Entering Unmasked Estep 
Score: -584436.062500 Penalty: 2154.778320
	Iteration 0F: 2 clusters Score -584436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -579292.875000 Penalty: 4309.556641
	Iteration 0F: 3 clusters Score -579292.9 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -580617.750000 Penalty: 4309.556641
	Iteration 1F: 3 clusters Score -580617.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -580924.812500 Penalty: 4309.556641
	Iteration 2F: 3 clusters Score -580924.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -581182.562500 Penalty: 4309.556641
	Iteration 3F: 3 clusters Score -581182.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -581381.687500 Penalty: 4309.556641
	Iteration 4F: 3 clusters Score -581381.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -581556.187500 Penalty: 4309.556641
	Iteration 5Q: 3 clusters Score -581556.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -581723.375000 Penalty: 4309.556641
	Iteration 6Q: 3 clusters Score -581723.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -581843.562500 Penalty: 4309.556641
	Iteration 7Q: 3 clusters Score -581843.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -581957.500000 Penalty: 4309.556641
	Iteration 8Q: 3 clusters Score -581957.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -582042.437500 Penalty: 4309.556641
	Iteration 9Q: 3 clusters Score -582042.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -582127.625000 Penalty: 4309.556641
	Iteration 10Q: 3 clusters Score -582127.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -582193.812500 Penalty: 4309.556641
	Iteration 11Q: 3 clusters Score -582193.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -582245.812500 Penalty: 4309.556641
	Iteration 12Q: 3 clusters Score -582245.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -582292.250000 Penalty: 4309.556641
	Iteration 13Q: 3 clusters Score -582292.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -582330.250000 Penalty: 4309.556641
	Iteration 14Q: 3 clusters Score -582330.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -582357.500000 Penalty: 4309.556641
	Iteration 15Q: 3 clusters Score -582357.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -582375.000000 Penalty: 4309.556641
	Iteration 16Q: 3 clusters Score -582375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -582389.500000 Penalty: 4309.556641
	Iteration 17Q: 3 clusters Score -582389.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -582406.812500 Penalty: 4309.556641
	Iteration 18Q: 3 clusters Score -582406.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -582417.812500 Penalty: 4309.556641
	Iteration 19Q: 3 clusters Score -582417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -582429.250000 Penalty: 4309.556641
	Iteration 20F: 3 clusters Score -582429.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -582440.250000 Penalty: 4309.556641
	Iteration 21Q: 3 clusters Score -582440.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -582455.812500 Penalty: 4309.556641
	Iteration 22Q: 3 clusters Score -582455.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -582472.062500 Penalty: 4309.556641
	Iteration 23Q: 3 clusters Score -582472.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -582480.937500 Penalty: 4309.556641
	Iteration 24Q: 3 clusters Score -582480.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -582490.875000 Penalty: 4309.556641
	Iteration 25Q: 3 clusters Score -582490.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -582503.187500 Penalty: 4309.556641
	Iteration 26Q: 3 clusters Score -582503.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -582518.500000 Penalty: 4309.556641
	Iteration 27Q: 3 clusters Score -582518.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -582531.062500 Penalty: 4309.556641
	Iteration 28Q: 3 clusters Score -582531.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -582545.250000 Penalty: 4309.556641
	Iteration 29Q: 3 clusters Score -582545.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -582552.750000 Penalty: 4309.556641
	Iteration 30Q: 3 clusters Score -582552.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -582560.750000 Penalty: 4309.556641
	Iteration 31Q: 3 clusters Score -582560.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -582571.437500 Penalty: 4309.556641
	Iteration 32Q: 3 clusters Score -582571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -582580.687500 Penalty: 4309.556641
	Iteration 33Q: 3 clusters Score -582580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -582585.687500 Penalty: 4309.556641
	Iteration 34Q: 3 clusters Score -582585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -582587.687500 Penalty: 4309.556641
	Iteration 35Q: 3 clusters Score -582587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -582590.875000 Penalty: 4309.556641
	Iteration 36Q: 3 clusters Score -582590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -582592.500000 Penalty: 4309.556641
	Iteration 37Q: 3 clusters Score -582592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -582592.812500 Penalty: 4309.556641
	Iteration 38Q: 3 clusters Score -582592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -582592.812500 Penalty: 4309.556641
	Iteration 39F: 3 clusters Score -582592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 25301 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 13111 members 
Mstep: Class 6 contains 24509 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14915 members 
Mstep: Class 18 contains 36114 members 
Mstep: Class 19 contains 12294 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62233 members 
Mstep: Class 22 contains 14387 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15235 members 
Mstep: Class 26 contains 7857 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103499 members 
Mstep: Class 32 contains 7662 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7755 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6342 members 
Mstep: Class 44 contains 4068 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6334 members 
Mstep: Class 48 contains 3384 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5901 members 
Mstep: Class 52 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964884.000000 Penalty: 172130.390625
Iteration 199Q: 53 clusters Score -5.896488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 25303 members 
Mstep: Class 4 contains 14447 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 24510 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14915 members 
Mstep: Class 18 contains 36108 members 
Mstep: Class 19 contains 12292 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62227 members 
Mstep: Class 22 contains 14385 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15235 members 
Mstep: Class 26 contains 7859 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103480 members 
Mstep: Class 32 contains 7659 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7768 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4069 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3215 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3384 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964876.000000 Penalty: 172130.390625
Iteration 200F: 53 clusters Score -5.896488e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 14443 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 24511 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8002 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14914 members 
Mstep: Class 18 contains 36100 members 
Mstep: Class 19 contains 12294 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62227 members 
Mstep: Class 22 contains 14373 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 15236 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103459 members 
Mstep: Class 32 contains 7660 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7782 members 
Mstep: Class 38 contains 2223 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3216 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3384 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964828.000000 Penalty: 172130.390625
Iteration 201Q: 53 clusters Score -5.896483e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4640 members 
Mstep: Class 3 contains 25306 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 13160 members 
Mstep: Class 6 contains 24515 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14915 members 
Mstep: Class 18 contains 36091 members 
Mstep: Class 19 contains 12296 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62226 members 
Mstep: Class 22 contains 14358 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15237 members 
Mstep: Class 26 contains 7866 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11047 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103439 members 
Mstep: Class 32 contains 7659 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7794 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3217 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3385 members 
Mstep: Class 49 contains 1351 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964848.000000 Penalty: 172130.390625
Iteration 202Q: 53 clusters Score -5.896485e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 25309 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 13173 members 
Mstep: Class 6 contains 24516 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8008 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14915 members 
Mstep: Class 18 contains 36086 members 
Mstep: Class 19 contains 12295 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62224 members 
Mstep: Class 22 contains 14343 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15237 members 
Mstep: Class 26 contains 7870 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103421 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7806 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28612 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3219 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3385 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964852.000000 Penalty: 172130.390625
Iteration 203Q: 53 clusters Score -5.896485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 25310 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 13182 members 
Mstep: Class 6 contains 24518 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14916 members 
Mstep: Class 18 contains 36077 members 
Mstep: Class 19 contains 12296 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62223 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15238 members 
Mstep: Class 26 contains 7874 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11043 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103409 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7811 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28613 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3222 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964848.000000 Penalty: 172130.390625
Iteration 204Q: 53 clusters Score -5.896485e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4640 members 
Mstep: Class 3 contains 25314 members 
Mstep: Class 4 contains 14449 members 
Mstep: Class 5 contains 13191 members 
Mstep: Class 6 contains 24518 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36073 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62224 members 
Mstep: Class 22 contains 14326 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15238 members 
Mstep: Class 26 contains 7870 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11043 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103397 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7819 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28614 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3223 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964884.000000 Penalty: 172130.390625
Iteration 205Q: 53 clusters Score -5.896488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 13196 members 
Mstep: Class 6 contains 24519 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11659 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 36071 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62221 members 
Mstep: Class 22 contains 14322 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15238 members 
Mstep: Class 26 contains 7868 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11043 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103387 members 
Mstep: Class 32 contains 7659 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7823 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28615 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3224 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964880.000000 Penalty: 172130.390625
Iteration 206Q: 53 clusters Score -5.896488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 13201 members 
Mstep: Class 6 contains 24519 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8008 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 36069 members 
Mstep: Class 19 contains 12300 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62216 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15237 members 
Mstep: Class 26 contains 7867 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103377 members 
Mstep: Class 32 contains 7662 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7827 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28616 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3223 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964920.000000 Penalty: 172130.390625
Iteration 207Q: 53 clusters Score -5.896492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 13205 members 
Mstep: Class 6 contains 24517 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36063 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62208 members 
Mstep: Class 22 contains 14323 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15239 members 
Mstep: Class 26 contains 7867 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103373 members 
Mstep: Class 32 contains 7663 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7831 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28618 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3224 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964908.000000 Penalty: 172130.390625
Iteration 208Q: 53 clusters Score -5.896491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 13213 members 
Mstep: Class 6 contains 24519 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36059 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62200 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7868 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103364 members 
Mstep: Class 32 contains 7663 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7835 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28618 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3225 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964984.000000 Penalty: 172130.390625
Iteration 209Q: 53 clusters Score -5.896498e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14449 members 
Mstep: Class 5 contains 13220 members 
Mstep: Class 6 contains 24521 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 36055 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62191 members 
Mstep: Class 22 contains 14331 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7869 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103355 members 
Mstep: Class 32 contains 7663 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 7840 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 28618 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3227 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1352 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964944.000000 Penalty: 172130.390625
Iteration 210Q: 53 clusters Score -5.896494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14439 members 
Mstep: Class 5 contains 13227 members 
Mstep: Class 6 contains 24524 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 5745 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36053 members 
Mstep: Class 19 contains 12308 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62180 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7871 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11041 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103349 members 
Mstep: Class 32 contains 7663 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6147 members 
Mstep: Class 37 contains 7841 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2593 members 
Mstep: Class 40 contains 28619 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3234 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1353 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964880.000000 Penalty: 172130.390625
Iteration 211Q: 53 clusters Score -5.896488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14436 members 
Mstep: Class 5 contains 13233 members 
Mstep: Class 6 contains 24523 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8014 members 
Mstep: Class 12 contains 5744 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36051 members 
Mstep: Class 19 contains 12309 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62173 members 
Mstep: Class 22 contains 14337 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7869 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103343 members 
Mstep: Class 32 contains 7663 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9646 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7842 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 2592 members 
Mstep: Class 40 contains 28619 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3240 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1354 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964896.000000 Penalty: 172130.390625
Iteration 212Q: 53 clusters Score -5.89649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14436 members 
Mstep: Class 5 contains 13238 members 
Mstep: Class 6 contains 24523 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5744 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36050 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62168 members 
Mstep: Class 22 contains 14338 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 7870 members 
Mstep: Class 27 contains 3703 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103341 members 
Mstep: Class 32 contains 7662 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7843 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 2591 members 
Mstep: Class 40 contains 28620 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25304 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3239 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964928.000000 Penalty: 172130.390625
Iteration 213Q: 53 clusters Score -5.896493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 13249 members 
Mstep: Class 6 contains 24524 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36050 members 
Mstep: Class 19 contains 12304 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62162 members 
Mstep: Class 22 contains 14335 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 7872 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103332 members 
Mstep: Class 32 contains 7660 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 7845 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2590 members 
Mstep: Class 40 contains 28621 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964932.000000 Penalty: 172130.390625
Iteration 214Q: 53 clusters Score -5.896493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 24525 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36050 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62155 members 
Mstep: Class 22 contains 14332 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 7875 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103320 members 
Mstep: Class 32 contains 7660 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7845 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28622 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964972.000000 Penalty: 172130.390625
Iteration 215Q: 53 clusters Score -5.896497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14434 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 24528 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36050 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62147 members 
Mstep: Class 22 contains 14331 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 7876 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11041 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103306 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7845 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28623 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964980.000000 Penalty: 172130.390625
Iteration 216Q: 53 clusters Score -5.896498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 13292 members 
Mstep: Class 6 contains 24528 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36050 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62142 members 
Mstep: Class 22 contains 14332 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 7880 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11042 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103292 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7846 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28623 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1355 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964980.000000 Penalty: 172130.390625
Iteration 217Q: 53 clusters Score -5.896498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 13306 members 
Mstep: Class 6 contains 24528 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36049 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62142 members 
Mstep: Class 22 contains 14329 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11043 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103276 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7847 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28623 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965024.000000 Penalty: 172130.390625
Iteration 218Q: 53 clusters Score -5.896502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 24528 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36048 members 
Mstep: Class 19 contains 12304 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62142 members 
Mstep: Class 22 contains 14331 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 7884 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11044 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103256 members 
Mstep: Class 32 contains 7655 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7849 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28623 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965040.000000 Penalty: 172130.390625
Iteration 219Q: 53 clusters Score -5.896504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 24529 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12305 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62140 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15242 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103240 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 7852 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28623 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3242 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965048.000000 Penalty: 172130.390625
Iteration 220F: 53 clusters Score -5.896505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 13353 members 
Mstep: Class 6 contains 24529 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62137 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15243 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103226 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 7855 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3243 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965060.000000 Penalty: 172130.390625
Iteration 221Q: 53 clusters Score -5.896506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 13368 members 
Mstep: Class 6 contains 24529 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62134 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103210 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 7858 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3243 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964956.000000 Penalty: 172130.390625
Iteration 222Q: 53 clusters Score -5.896496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 13388 members 
Mstep: Class 6 contains 24529 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 12305 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 62130 members 
Mstep: Class 22 contains 14321 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103193 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 7861 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3244 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1356 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965000.000000 Penalty: 172130.390625
Iteration 223Q: 53 clusters Score -5.8965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14428 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 12307 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62125 members 
Mstep: Class 22 contains 14321 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103174 members 
Mstep: Class 32 contains 7656 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 7863 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965004.000000 Penalty: 172130.390625
Iteration 224Q: 53 clusters Score -5.8965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 13421 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62124 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103152 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7864 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964976.000000 Penalty: 172130.390625
Iteration 225Q: 53 clusters Score -5.896498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 13439 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35213 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 12304 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62121 members 
Mstep: Class 22 contains 14332 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15245 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103131 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7865 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3385 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965008.000000 Penalty: 172130.390625
Iteration 226Q: 53 clusters Score -5.896501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 13455 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35213 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62118 members 
Mstep: Class 22 contains 14334 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103113 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7866 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3386 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965004.000000 Penalty: 172130.390625
Iteration 227Q: 53 clusters Score -5.8965e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 13468 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35213 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14918 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62111 members 
Mstep: Class 22 contains 14334 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15245 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103101 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7866 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28624 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3387 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965024.000000 Penalty: 172130.390625
Iteration 228Q: 53 clusters Score -5.896502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 13477 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5067 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35213 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11657 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14919 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62107 members 
Mstep: Class 22 contains 14333 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15242 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103093 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7865 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28626 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3388 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964972.000000 Penalty: 172130.390625
Iteration 229Q: 53 clusters Score -5.896497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14424 members 
Mstep: Class 5 contains 13484 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35213 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62102 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103085 members 
Mstep: Class 32 contains 7659 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7864 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28627 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3389 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964996.000000 Penalty: 172130.390625
Iteration 230Q: 53 clusters Score -5.8965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14423 members 
Mstep: Class 5 contains 13489 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5069 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35212 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11659 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62097 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103080 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7863 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3392 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965000.000000 Penalty: 172130.390625
Iteration 231Q: 53 clusters Score -5.8965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 14423 members 
Mstep: Class 5 contains 13492 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62094 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103078 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 7862 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3393 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965048.000000 Penalty: 172130.390625
Iteration 232Q: 53 clusters Score -5.896505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14424 members 
Mstep: Class 5 contains 13493 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5075 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62093 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103076 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6142 members 
Mstep: Class 37 contains 7861 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965040.000000 Penalty: 172130.390625
Iteration 233Q: 53 clusters Score -5.896504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 13494 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62093 members 
Mstep: Class 22 contains 14340 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103074 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7861 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965024.000000 Penalty: 172130.390625
Iteration 234Q: 53 clusters Score -5.896502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 13494 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62093 members 
Mstep: Class 22 contains 14339 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103074 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7861 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965032.000000 Penalty: 172130.390625
Iteration 235Q: 53 clusters Score -5.896503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 13494 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62093 members 
Mstep: Class 22 contains 14338 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103074 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7862 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965020.000000 Penalty: 172130.390625
Iteration 236Q: 53 clusters Score -5.896502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 13495 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62093 members 
Mstep: Class 22 contains 14337 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103074 members 
Mstep: Class 32 contains 7657 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7863 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965016.000000 Penalty: 172130.390625
Iteration 237Q: 53 clusters Score -5.896502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 13496 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62092 members 
Mstep: Class 22 contains 14335 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103073 members 
Mstep: Class 32 contains 7656 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7865 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965008.000000 Penalty: 172130.390625
Iteration 238Q: 53 clusters Score -5.896501e+07 nChanged 8
Entering ConstructFrom: 
Score: -58965008.000000 Penalty: 172130.390625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -178692.921875 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -178692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -176051.640625 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -176051.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -176611.796875 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -176611.8 nChanged 169
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: -176814.812500 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -176814.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -176944.125000 Penalty: 3783.986084
	Iteration 3F: 3 clusters Score -176944.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177063.875000 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -177063.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -177170.687500 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -177170.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -177275.156250 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -177275.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177360.781250 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -177360.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177442.640625 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -177442.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177513.718750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -177513.7 nChanged 43
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: -177583.937500 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -177583.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177621.203125 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -177621.2 nChanged 21
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: -177638.328125 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -177638.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177652.859375 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -177652.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -177665.531250 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -177665.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -177680.640625 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -177680.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -177694.406250 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -177694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177703.515625 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -177703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177711.390625 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -177711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177719.031250 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -177719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177720.078125 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -177720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177720.921875 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -177720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177721.890625 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -177721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177722.625000 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -177722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177724.062500 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -177724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177724.250000 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -177724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177724.250000 Penalty: 3783.986084
	Iteration 26F: 3 clusters Score -177724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -420166.781250 Penalty: 2095.011963
	Iteration 0F: 2 clusters Score -420166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -415820.687500 Penalty: 4190.023926
	Iteration 0F: 3 clusters Score -415820.7 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -416870.437500 Penalty: 4190.023926
	Iteration 1F: 3 clusters Score -416870.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -417100.718750 Penalty: 4190.023926
	Iteration 2F: 3 clusters Score -417100.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -417270.687500 Penalty: 4190.023926
	Iteration 3F: 3 clusters Score -417270.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417388.343750 Penalty: 4190.023926
	Iteration 4Q: 3 clusters Score -417388.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -417476.125000 Penalty: 4190.023926
	Iteration 5Q: 3 clusters Score -417476.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -417552.687500 Penalty: 4190.023926
	Iteration 6Q: 3 clusters Score -417552.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -417627.218750 Penalty: 4190.023926
	Iteration 7Q: 3 clusters Score -417627.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -417699.312500 Penalty: 4190.023926
	Iteration 8Q: 3 clusters Score -417699.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -417770.281250 Penalty: 4190.023926
	Iteration 9Q: 3 clusters Score -417770.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -417837.968750 Penalty: 4190.023926
	Iteration 10Q: 3 clusters Score -417838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -417911.750000 Penalty: 4190.023926
	Iteration 11Q: 3 clusters Score -417911.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -417969.125000 Penalty: 4190.023926
	Iteration 12Q: 3 clusters Score -417969.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -418018.718750 Penalty: 4190.023926
	Iteration 13Q: 3 clusters Score -418018.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -418068.718750 Penalty: 4190.023926
	Iteration 14Q: 3 clusters Score -418068.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -418119.875000 Penalty: 4190.023926
	Iteration 15Q: 3 clusters Score -418119.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -418162.812500 Penalty: 4190.023926
	Iteration 16Q: 3 clusters Score -418162.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -418203.437500 Penalty: 4190.023926
	Iteration 17Q: 3 clusters Score -418203.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -418234.156250 Penalty: 4190.023926
	Iteration 18Q: 3 clusters Score -418234.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -418270.156250 Penalty: 4190.023926
	Iteration 19Q: 3 clusters Score -418270.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -418300.750000 Penalty: 4190.023926
	Iteration 20F: 3 clusters Score -418300.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -418319.968750 Penalty: 4190.023926
	Iteration 21Q: 3 clusters Score -418320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -418336.187500 Penalty: 4190.023926
	Iteration 22Q: 3 clusters Score -418336.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -418346.625000 Penalty: 4190.023926
	Iteration 23Q: 3 clusters Score -418346.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -418354.500000 Penalty: 4190.023926
	Iteration 24Q: 3 clusters Score -418354.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -418369.812500 Penalty: 4190.023926
	Iteration 25Q: 3 clusters Score -418369.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -418383.281250 Penalty: 4190.023926
	Iteration 26Q: 3 clusters Score -418383.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -418397.031250 Penalty: 4190.023926
	Iteration 27Q: 3 clusters Score -418397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -418406.062500 Penalty: 4190.023926
	Iteration 28Q: 3 clusters Score -418406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -418417.406250 Penalty: 4190.023926
	Iteration 29Q: 3 clusters Score -418417.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -418427.468750 Penalty: 4190.023926
	Iteration 30Q: 3 clusters Score -418427.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -418433.562500 Penalty: 4190.023926
	Iteration 31Q: 3 clusters Score -418433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -418436.656250 Penalty: 4190.023926
	Iteration 32Q: 3 clusters Score -418436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -418441.906250 Penalty: 4190.023926
	Iteration 33Q: 3 clusters Score -418441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -418444.968750 Penalty: 4190.023926
	Iteration 34Q: 3 clusters Score -418445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -418447.875000 Penalty: 4190.023926
	Iteration 35Q: 3 clusters Score -418447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -418451.156250 Penalty: 4190.023926
	Iteration 36Q: 3 clusters Score -418451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -418453.343750 Penalty: 4190.023926
	Iteration 37Q: 3 clusters Score -418453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -418454.531250 Penalty: 4190.023926
	Iteration 38Q: 3 clusters Score -418454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -418455.250000 Penalty: 4190.023926
	Iteration 39Q: 3 clusters Score -418455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -418455.937500 Penalty: 4190.023926
	Iteration 40F: 3 clusters Score -418455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -418456.343750 Penalty: 4190.023926
	Iteration 41Q: 3 clusters Score -418456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -418457.812500 Penalty: 4190.023926
	Iteration 42Q: 3 clusters Score -418457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -418457.812500 Penalty: 4190.023926
	Iteration 43F: 3 clusters Score -418457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Entering Unmasked Estep 
Score: -2455785.750000 Penalty: 2514.539062
	Iteration 0F: 2 clusters Score -2455786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2438216.750000 Penalty: 5029.078125
	Iteration 0F: 3 clusters Score -2438217 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2444402.250000 Penalty: 5029.078125
	Iteration 1F: 3 clusters Score -2444402 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2445155.750000 Penalty: 5029.078125
	Iteration 2F: 3 clusters Score -2445156 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2446132.000000 Penalty: 5029.078125
	Iteration 3F: 3 clusters Score -2446132 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2447345.000000 Penalty: 5029.078125
	Iteration 4F: 3 clusters Score -2447345 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2448823.750000 Penalty: 5029.078125
	Iteration 5F: 3 clusters Score -2448824 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2450140.250000 Penalty: 5029.078125
	Iteration 6F: 3 clusters Score -2450140 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2451155.000000 Penalty: 5029.078125
	Iteration 7F: 3 clusters Score -2451155 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2451817.750000 Penalty: 5029.078125
	Iteration 8Q: 3 clusters Score -2451818 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2452221.750000 Penalty: 5029.078125
	Iteration 9Q: 3 clusters Score -2452222 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2452491.500000 Penalty: 5029.078125
	Iteration 10Q: 3 clusters Score -2452492 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2452659.750000 Penalty: 5029.078125
	Iteration 11Q: 3 clusters Score -2452660 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2452805.750000 Penalty: 5029.078125
	Iteration 12Q: 3 clusters Score -2452806 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2452896.500000 Penalty: 5029.078125
	Iteration 13Q: 3 clusters Score -2452896 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2452992.250000 Penalty: 5029.078125
	Iteration 14Q: 3 clusters Score -2452992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2453048.500000 Penalty: 5029.078125
	Iteration 15Q: 3 clusters Score -2453048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2453119.750000 Penalty: 5029.078125
	Iteration 16Q: 3 clusters Score -2453120 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2453190.500000 Penalty: 5029.078125
	Iteration 17Q: 3 clusters Score -2453190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2453249.500000 Penalty: 5029.078125
	Iteration 18Q: 3 clusters Score -2453250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2453308.000000 Penalty: 5029.078125
	Iteration 19Q: 3 clusters Score -2453308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2453360.000000 Penalty: 5029.078125
	Iteration 20F: 3 clusters Score -2453360 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2453401.250000 Penalty: 5029.078125
	Iteration 21Q: 3 clusters Score -2453401 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2453461.000000 Penalty: 5029.078125
	Iteration 22Q: 3 clusters Score -2453461 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2453502.500000 Penalty: 5029.078125
	Iteration 23Q: 3 clusters Score -2453502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2453542.500000 Penalty: 5029.078125
	Iteration 24Q: 3 clusters Score -2453542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2453579.750000 Penalty: 5029.078125
	Iteration 25Q: 3 clusters Score -2453580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2453612.750000 Penalty: 5029.078125
	Iteration 26Q: 3 clusters Score -2453613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2453650.500000 Penalty: 5029.078125
	Iteration 27Q: 3 clusters Score -2453650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2453673.500000 Penalty: 5029.078125
	Iteration 28Q: 3 clusters Score -2453674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2453695.000000 Penalty: 5029.078125
	Iteration 29Q: 3 clusters Score -2453695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2453721.500000 Penalty: 5029.078125
	Iteration 30Q: 3 clusters Score -2453722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2453740.500000 Penalty: 5029.078125
	Iteration 31Q: 3 clusters Score -2453740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2453754.500000 Penalty: 5029.078125
	Iteration 32Q: 3 clusters Score -2453754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2453772.500000 Penalty: 5029.078125
	Iteration 33Q: 3 clusters Score -2453772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2453785.250000 Penalty: 5029.078125
	Iteration 34Q: 3 clusters Score -2453785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2453798.250000 Penalty: 5029.078125
	Iteration 35Q: 3 clusters Score -2453798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2453810.250000 Penalty: 5029.078125
	Iteration 36Q: 3 clusters Score -2453810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2453827.000000 Penalty: 5029.078125
	Iteration 37Q: 3 clusters Score -2453827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2453839.000000 Penalty: 5029.078125
	Iteration 38Q: 3 clusters Score -2453839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2453856.500000 Penalty: 5029.078125
	Iteration 39Q: 3 clusters Score -2453856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2453852.750000 Penalty: 5029.078125
	Iteration 40F: 3 clusters Score -2453853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2453871.000000 Penalty: 5029.078125
	Iteration 41Q: 3 clusters Score -2453871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2453888.500000 Penalty: 5029.078125
	Iteration 42Q: 3 clusters Score -2453888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2453904.000000 Penalty: 5029.078125
	Iteration 43Q: 3 clusters Score -2453904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2453905.750000 Penalty: 5029.078125
	Iteration 44Q: 3 clusters Score -2453906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2453924.500000 Penalty: 5029.078125
	Iteration 45Q: 3 clusters Score -2453924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2453930.250000 Penalty: 5029.078125
	Iteration 46Q: 3 clusters Score -2453930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2453932.250000 Penalty: 5029.078125
	Iteration 47Q: 3 clusters Score -2453932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2453936.500000 Penalty: 5029.078125
	Iteration 48Q: 3 clusters Score -2453936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2453935.500000 Penalty: 5029.078125
	Iteration 49Q: 3 clusters Score -2453936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2453937.250000 Penalty: 5029.078125
	Iteration 50Q: 3 clusters Score -2453937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2453933.500000 Penalty: 5029.078125
	Iteration 51Q: 3 clusters Score -2453934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2453938.500000 Penalty: 5029.078125
	Iteration 52Q: 3 clusters Score -2453938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2453939.000000 Penalty: 5029.078125
	Iteration 53Q: 3 clusters Score -2453939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2453935.000000 Penalty: 5029.078125
	Iteration 54Q: 3 clusters Score -2453935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2453935.500000 Penalty: 5029.078125
	Iteration 55Q: 3 clusters Score -2453936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2453935.500000 Penalty: 5029.078125
	Iteration 56F: 3 clusters Score -2453936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Entering Unmasked Estep 
Score: -1335346.000000 Penalty: 2375.060547
	Iteration 0F: 2 clusters Score -1335346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1324755.625000 Penalty: 4750.121094
	Iteration 0F: 3 clusters Score -1324756 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1328250.125000 Penalty: 4750.121094
	Iteration 1F: 3 clusters Score -1328250 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1328675.500000 Penalty: 4750.121094
	Iteration 2F: 3 clusters Score -1328676 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1329009.500000 Penalty: 4750.121094
	Iteration 3F: 3 clusters Score -1329010 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1329347.000000 Penalty: 4750.121094
	Iteration 4Q: 3 clusters Score -1329347 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1329724.000000 Penalty: 4750.121094
	Iteration 5Q: 3 clusters Score -1329724 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1330215.625000 Penalty: 4750.121094
	Iteration 6Q: 3 clusters Score -1330216 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1330792.625000 Penalty: 4750.121094
	Iteration 7F: 3 clusters Score -1330793 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1331397.375000 Penalty: 4750.121094
	Iteration 8F: 3 clusters Score -1331397 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1331939.125000 Penalty: 4750.121094
	Iteration 9F: 3 clusters Score -1331939 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1332375.625000 Penalty: 4750.121094
	Iteration 10Q: 3 clusters Score -1332376 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1332697.625000 Penalty: 4750.121094
	Iteration 11Q: 3 clusters Score -1332698 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1332921.875000 Penalty: 4750.121094
	Iteration 12Q: 3 clusters Score -1332922 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1333085.375000 Penalty: 4750.121094
	Iteration 13Q: 3 clusters Score -1333085 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1333215.125000 Penalty: 4750.121094
	Iteration 14Q: 3 clusters Score -1333215 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1333322.375000 Penalty: 4750.121094
	Iteration 15Q: 3 clusters Score -1333322 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1333414.750000 Penalty: 4750.121094
	Iteration 16Q: 3 clusters Score -1333415 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1333485.625000 Penalty: 4750.121094
	Iteration 17Q: 3 clusters Score -1333486 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1333537.000000 Penalty: 4750.121094
	Iteration 18Q: 3 clusters Score -1333537 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1333575.750000 Penalty: 4750.121094
	Iteration 19Q: 3 clusters Score -1333576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1333600.625000 Penalty: 4750.121094
	Iteration 20F: 3 clusters Score -1333601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1333620.000000 Penalty: 4750.121094
	Iteration 21Q: 3 clusters Score -1333620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1333629.500000 Penalty: 4750.121094
	Iteration 22Q: 3 clusters Score -1333630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1333635.625000 Penalty: 4750.121094
	Iteration 23Q: 3 clusters Score -1333636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1333633.125000 Penalty: 4750.121094
	Iteration 24Q: 3 clusters Score -1333633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1333638.250000 Penalty: 4750.121094
	Iteration 25Q: 3 clusters Score -1333638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1333644.125000 Penalty: 4750.121094
	Iteration 26Q: 3 clusters Score -1333644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1333644.125000 Penalty: 4750.121094
	Iteration 27Q: 3 clusters Score -1333644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1333647.125000 Penalty: 4750.121094
	Iteration 28Q: 3 clusters Score -1333647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1333649.250000 Penalty: 4750.121094
	Iteration 29Q: 3 clusters Score -1333649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1333646.750000 Penalty: 4750.121094
	Iteration 30Q: 3 clusters Score -1333647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1333651.375000 Penalty: 4750.121094
	Iteration 31Q: 3 clusters Score -1333651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1333654.500000 Penalty: 4750.121094
	Iteration 32Q: 3 clusters Score -1333654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1333654.625000 Penalty: 4750.121094
	Iteration 33Q: 3 clusters Score -1333655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1333660.375000 Penalty: 4750.121094
	Iteration 34Q: 3 clusters Score -1333660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1333657.750000 Penalty: 4750.121094
	Iteration 35Q: 3 clusters Score -1333658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1333662.250000 Penalty: 4750.121094
	Iteration 36Q: 3 clusters Score -1333662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1333666.500000 Penalty: 4750.121094
	Iteration 37Q: 3 clusters Score -1333666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1333667.750000 Penalty: 4750.121094
	Iteration 38Q: 3 clusters Score -1333668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1333667.875000 Penalty: 4750.121094
	Iteration 39Q: 3 clusters Score -1333668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1333672.500000 Penalty: 4750.121094
	Iteration 40F: 3 clusters Score -1333672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1333670.875000 Penalty: 4750.121094
	Iteration 41Q: 3 clusters Score -1333671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1333666.250000 Penalty: 4750.121094
	Iteration 42Q: 3 clusters Score -1333666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1333670.625000 Penalty: 4750.121094
	Iteration 43Q: 3 clusters Score -1333671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1333671.125000 Penalty: 4750.121094
	Iteration 44Q: 3 clusters Score -1333671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1333672.125000 Penalty: 4750.121094
	Iteration 45Q: 3 clusters Score -1333672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1333674.875000 Penalty: 4750.121094
	Iteration 46Q: 3 clusters Score -1333675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1333672.125000 Penalty: 4750.121094
	Iteration 47Q: 3 clusters Score -1333672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1333674.625000 Penalty: 4750.121094
	Iteration 48Q: 3 clusters Score -1333675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1333674.000000 Penalty: 4750.121094
	Iteration 49Q: 3 clusters Score -1333674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1333676.875000 Penalty: 4750.121094
	Iteration 50Q: 3 clusters Score -1333677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1333676.250000 Penalty: 4750.121094
	Iteration 51Q: 3 clusters Score -1333676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1333673.750000 Penalty: 4750.121094
	Iteration 52Q: 3 clusters Score -1333674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1333674.625000 Penalty: 4750.121094
	Iteration 53Q: 3 clusters Score -1333675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1333676.000000 Penalty: 4750.121094
	Iteration 54Q: 3 clusters Score -1333676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1333676.000000 Penalty: 4750.121094
	Iteration 55F: 3 clusters Score -1333676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Entering Unmasked Estep 
Score: -1326892.875000 Penalty: 2358.535156
	Iteration 0F: 2 clusters Score -1326893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1316881.500000 Penalty: 4717.070312
	Iteration 0F: 3 clusters Score -1316882 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1320280.500000 Penalty: 4717.070312
	Iteration 1F: 3 clusters Score -1320280 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1320861.125000 Penalty: 4717.070312
	Iteration 2F: 3 clusters Score -1320861 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1321385.875000 Penalty: 4717.070312
	Iteration 3F: 3 clusters Score -1321386 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1321801.125000 Penalty: 4717.070312
	Iteration 4F: 3 clusters Score -1321801 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1322143.875000 Penalty: 4717.070312
	Iteration 5Q: 3 clusters Score -1322144 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1322445.250000 Penalty: 4717.070312
	Iteration 6Q: 3 clusters Score -1322445 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1322697.000000 Penalty: 4717.070312
	Iteration 7Q: 3 clusters Score -1322697 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1322883.125000 Penalty: 4717.070312
	Iteration 8Q: 3 clusters Score -1322883 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1323036.000000 Penalty: 4717.070312
	Iteration 9Q: 3 clusters Score -1323036 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1323157.000000 Penalty: 4717.070312
	Iteration 10Q: 3 clusters Score -1323157 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1323263.000000 Penalty: 4717.070312
	Iteration 11Q: 3 clusters Score -1323263 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1323341.500000 Penalty: 4717.070312
	Iteration 12Q: 3 clusters Score -1323342 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1323405.375000 Penalty: 4717.070312
	Iteration 13Q: 3 clusters Score -1323405 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1323445.875000 Penalty: 4717.070312
	Iteration 14Q: 3 clusters Score -1323446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1323486.000000 Penalty: 4717.070312
	Iteration 15Q: 3 clusters Score -1323486 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1323530.500000 Penalty: 4717.070312
	Iteration 16Q: 3 clusters Score -1323530 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1323570.000000 Penalty: 4717.070312
	Iteration 17Q: 3 clusters Score -1323570 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1323597.250000 Penalty: 4717.070312
	Iteration 18Q: 3 clusters Score -1323597 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1323628.875000 Penalty: 4717.070312
	Iteration 19Q: 3 clusters Score -1323629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1323663.375000 Penalty: 4717.070312
	Iteration 20F: 3 clusters Score -1323663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1323687.875000 Penalty: 4717.070312
	Iteration 21Q: 3 clusters Score -1323688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1323709.250000 Penalty: 4717.070312
	Iteration 22Q: 3 clusters Score -1323709 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1323746.500000 Penalty: 4717.070312
	Iteration 23Q: 3 clusters Score -1323746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1323771.750000 Penalty: 4717.070312
	Iteration 24Q: 3 clusters Score -1323772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1323807.625000 Penalty: 4717.070312
	Iteration 25Q: 3 clusters Score -1323808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1323833.750000 Penalty: 4717.070312
	Iteration 26Q: 3 clusters Score -1323834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1323866.750000 Penalty: 4717.070312
	Iteration 27Q: 3 clusters Score -1323867 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1323911.250000 Penalty: 4717.070312
	Iteration 28Q: 3 clusters Score -1323911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1323953.125000 Penalty: 4717.070312
	Iteration 29Q: 3 clusters Score -1323953 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1323992.000000 Penalty: 4717.070312
	Iteration 30Q: 3 clusters Score -1323992 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1324030.000000 Penalty: 4717.070312
	Iteration 31Q: 3 clusters Score -1324030 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1324079.375000 Penalty: 4717.070312
	Iteration 32Q: 3 clusters Score -1324079 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1324129.375000 Penalty: 4717.070312
	Iteration 33Q: 3 clusters Score -1324129 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1324176.625000 Penalty: 4717.070312
	Iteration 34Q: 3 clusters Score -1324177 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1324221.625000 Penalty: 4717.070312
	Iteration 35Q: 3 clusters Score -1324222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1324266.500000 Penalty: 4717.070312
	Iteration 36Q: 3 clusters Score -1324266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1324307.375000 Penalty: 4717.070312
	Iteration 37Q: 3 clusters Score -1324307 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1324346.000000 Penalty: 4717.070312
	Iteration 38Q: 3 clusters Score -1324346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1324381.625000 Penalty: 4717.070312
	Iteration 39Q: 3 clusters Score -1324382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1324413.375000 Penalty: 4717.070312
	Iteration 40F: 3 clusters Score -1324413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1324444.750000 Penalty: 4717.070312
	Iteration 41Q: 3 clusters Score -1324445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1324475.500000 Penalty: 4717.070312
	Iteration 42Q: 3 clusters Score -1324476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1324504.500000 Penalty: 4717.070312
	Iteration 43Q: 3 clusters Score -1324504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1324531.750000 Penalty: 4717.070312
	Iteration 44Q: 3 clusters Score -1324532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1324557.250000 Penalty: 4717.070312
	Iteration 45Q: 3 clusters Score -1324557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1324569.625000 Penalty: 4717.070312
	Iteration 46Q: 3 clusters Score -1324570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1324580.750000 Penalty: 4717.070312
	Iteration 47Q: 3 clusters Score -1324581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1324588.250000 Penalty: 4717.070312
	Iteration 48Q: 3 clusters Score -1324588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1324599.875000 Penalty: 4717.070312
	Iteration 49Q: 3 clusters Score -1324600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1324610.875000 Penalty: 4717.070312
	Iteration 50Q: 3 clusters Score -1324611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1324618.375000 Penalty: 4717.070312
	Iteration 51Q: 3 clusters Score -1324618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1324625.250000 Penalty: 4717.070312
	Iteration 52Q: 3 clusters Score -1324625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1324627.875000 Penalty: 4717.070312
	Iteration 53Q: 3 clusters Score -1324628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1324629.000000 Penalty: 4717.070312
	Iteration 54Q: 3 clusters Score -1324629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1324638.125000 Penalty: 4717.070312
	Iteration 55Q: 3 clusters Score -1324638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1324637.500000 Penalty: 4717.070312
	Iteration 56Q: 3 clusters Score -1324638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1324643.375000 Penalty: 4717.070312
	Iteration 57Q: 3 clusters Score -1324643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1324643.625000 Penalty: 4717.070312
	Iteration 58Q: 3 clusters Score -1324644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1324646.125000 Penalty: 4717.070312
	Iteration 59Q: 3 clusters Score -1324646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1324648.750000 Penalty: 4717.070312
	Iteration 60F: 3 clusters Score -1324649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1324650.375000 Penalty: 4717.070312
	Iteration 61Q: 3 clusters Score -1324650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1324656.500000 Penalty: 4717.070312
	Iteration 62Q: 3 clusters Score -1324656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1324658.250000 Penalty: 4717.070312
	Iteration 63Q: 3 clusters Score -1324658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1324657.375000 Penalty: 4717.070312
	Iteration 64Q: 3 clusters Score -1324657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1324664.250000 Penalty: 4717.070312
	Iteration 65Q: 3 clusters Score -1324664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1324671.375000 Penalty: 4717.070312
	Iteration 66Q: 3 clusters Score -1324671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1324676.500000 Penalty: 4717.070312
	Iteration 67Q: 3 clusters Score -1324676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1324685.625000 Penalty: 4717.070312
	Iteration 68Q: 3 clusters Score -1324686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1324693.250000 Penalty: 4717.070312
	Iteration 69Q: 3 clusters Score -1324693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1324698.250000 Penalty: 4717.070312
	Iteration 70Q: 3 clusters Score -1324698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1324704.875000 Penalty: 4717.070312
	Iteration 71Q: 3 clusters Score -1324705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1324710.625000 Penalty: 4717.070312
	Iteration 72Q: 3 clusters Score -1324711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1324717.500000 Penalty: 4717.070312
	Iteration 73Q: 3 clusters Score -1324718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1324717.000000 Penalty: 4717.070312
	Iteration 74Q: 3 clusters Score -1324717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1324724.500000 Penalty: 4717.070312
	Iteration 75Q: 3 clusters Score -1324724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1324733.125000 Penalty: 4717.070312
	Iteration 76Q: 3 clusters Score -1324733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1324735.750000 Penalty: 4717.070312
	Iteration 77Q: 3 clusters Score -1324736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1324736.000000 Penalty: 4717.070312
	Iteration 78Q: 3 clusters Score -1324736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1324742.500000 Penalty: 4717.070312
	Iteration 79Q: 3 clusters Score -1324742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1324745.000000 Penalty: 4717.070312
	Iteration 80F: 3 clusters Score -1324745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1324751.875000 Penalty: 4717.070312
	Iteration 81Q: 3 clusters Score -1324752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1324759.625000 Penalty: 4717.070312
	Iteration 82Q: 3 clusters Score -1324760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1324762.875000 Penalty: 4717.070312
	Iteration 83Q: 3 clusters Score -1324763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1324767.375000 Penalty: 4717.070312
	Iteration 84Q: 3 clusters Score -1324767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1324772.500000 Penalty: 4717.070312
	Iteration 85Q: 3 clusters Score -1324772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1324782.500000 Penalty: 4717.070312
	Iteration 86Q: 3 clusters Score -1324782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1324790.125000 Penalty: 4717.070312
	Iteration 87Q: 3 clusters Score -1324790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1324795.000000 Penalty: 4717.070312
	Iteration 88Q: 3 clusters Score -1324795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1324799.000000 Penalty: 4717.070312
	Iteration 89Q: 3 clusters Score -1324799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1324806.625000 Penalty: 4717.070312
	Iteration 90Q: 3 clusters Score -1324807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1324811.000000 Penalty: 4717.070312
	Iteration 91Q: 3 clusters Score -1324811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1324813.500000 Penalty: 4717.070312
	Iteration 92Q: 3 clusters Score -1324814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1324818.875000 Penalty: 4717.070312
	Iteration 93Q: 3 clusters Score -1324819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1324824.875000 Penalty: 4717.070312
	Iteration 94Q: 3 clusters Score -1324825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1324832.125000 Penalty: 4717.070312
	Iteration 95Q: 3 clusters Score -1324832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1324835.250000 Penalty: 4717.070312
	Iteration 96Q: 3 clusters Score -1324835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1324839.000000 Penalty: 4717.070312
	Iteration 97Q: 3 clusters Score -1324839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1324838.250000 Penalty: 4717.070312
	Iteration 98Q: 3 clusters Score -1324838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1324841.750000 Penalty: 4717.070312
	Iteration 99Q: 3 clusters Score -1324842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1324846.125000 Penalty: 4717.070312
	Iteration 100F: 3 clusters Score -1324846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Entering Unmasked Estep 
Score: -2428331.000000 Penalty: 2506.707764
	Iteration 0F: 2 clusters Score -2428331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2411270.500000 Penalty: 5013.415527
	Iteration 0F: 3 clusters Score -2411270 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2417081.250000 Penalty: 5013.415527
	Iteration 1F: 3 clusters Score -2417081 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2417523.000000 Penalty: 5013.415527
	Iteration 2F: 3 clusters Score -2417523 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2417918.000000 Penalty: 5013.415527
	Iteration 3Q: 3 clusters Score -2417918 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2418324.250000 Penalty: 5013.415527
	Iteration 4Q: 3 clusters Score -2418324 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2418791.250000 Penalty: 5013.415527
	Iteration 5Q: 3 clusters Score -2418791 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2419337.750000 Penalty: 5013.415527
	Iteration 6Q: 3 clusters Score -2419338 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2420016.250000 Penalty: 5013.415527
	Iteration 7Q: 3 clusters Score -2420016 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2420916.250000 Penalty: 5013.415527
	Iteration 8F: 3 clusters Score -2420916 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2422024.250000 Penalty: 5013.415527
	Iteration 9F: 3 clusters Score -2422024 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2423122.250000 Penalty: 5013.415527
	Iteration 10F: 3 clusters Score -2423122 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2424078.000000 Penalty: 5013.415527
	Iteration 11Q: 3 clusters Score -2424078 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2424798.000000 Penalty: 5013.415527
	Iteration 12Q: 3 clusters Score -2424798 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2425266.750000 Penalty: 5013.415527
	Iteration 13Q: 3 clusters Score -2425267 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2425547.500000 Penalty: 5013.415527
	Iteration 14Q: 3 clusters Score -2425548 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2425718.500000 Penalty: 5013.415527
	Iteration 15Q: 3 clusters Score -2425718 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2425854.500000 Penalty: 5013.415527
	Iteration 16Q: 3 clusters Score -2425854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2425937.250000 Penalty: 5013.415527
	Iteration 17Q: 3 clusters Score -2425937 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2425992.000000 Penalty: 5013.415527
	Iteration 18Q: 3 clusters Score -2425992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2426041.750000 Penalty: 5013.415527
	Iteration 19Q: 3 clusters Score -2426042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2426079.500000 Penalty: 5013.415527
	Iteration 20F: 3 clusters Score -2426080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2426100.750000 Penalty: 5013.415527
	Iteration 21Q: 3 clusters Score -2426101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2426121.500000 Penalty: 5013.415527
	Iteration 22Q: 3 clusters Score -2426122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2426129.500000 Penalty: 5013.415527
	Iteration 23Q: 3 clusters Score -2426130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2426135.000000 Penalty: 5013.415527
	Iteration 24Q: 3 clusters Score -2426135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2426135.750000 Penalty: 5013.415527
	Iteration 25Q: 3 clusters Score -2426136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2426139.750000 Penalty: 5013.415527
	Iteration 26Q: 3 clusters Score -2426140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2426145.250000 Penalty: 5013.415527
	Iteration 27Q: 3 clusters Score -2426145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2426144.500000 Penalty: 5013.415527
	Iteration 28Q: 3 clusters Score -2426144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2426152.750000 Penalty: 5013.415527
	Iteration 29Q: 3 clusters Score -2426153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2426154.000000 Penalty: 5013.415527
	Iteration 30Q: 3 clusters Score -2426154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2426154.000000 Penalty: 5013.415527
	Iteration 31F: 3 clusters Score -2426154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -471868.468750 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -471868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -467267.375000 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -467267.4 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -468525.187500 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -468525.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -469003.875000 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -469003.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -469469.031250 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -469469 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -469851.593750 Penalty: 4232.107910
	Iteration 4F: 3 clusters Score -469851.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -470124.937500 Penalty: 4232.107910
	Iteration 5F: 3 clusters Score -470124.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -470328.812500 Penalty: 4232.107910
	Iteration 6F: 3 clusters Score -470328.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -470443.218750 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -470443.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -470505.468750 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -470505.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -470545.250000 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -470545.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -470576.875000 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -470576.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -470601.343750 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -470601.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -470612.531250 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -470612.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -470618.625000 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -470618.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -470623.000000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -470623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -470624.875000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -470624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -470627.343750 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -470627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -470632.593750 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -470632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -470635.281250 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -470635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -470637.312500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -470637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -470638.812500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -470638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -470641.750000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -470641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -470643.406250 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -470643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -470643.156250 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -470643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -470643.593750 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -470643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -470642.781250 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -470642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -470642.906250 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -470642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -470644.812500 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -470644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -470645.875000 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -470645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -470645.281250 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -470645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -470646.468750 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -470646.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -470646.468750 Penalty: 4232.107910
	Iteration 31F: 3 clusters Score -470646.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -203179.437500 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -203179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -200214.125000 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -200214.1 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -200994.578125 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -200994.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -201334.812500 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -201334.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -201630.953125 Penalty: 3894.037842
	Iteration 3F: 3 clusters Score -201631 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -201913.578125 Penalty: 3894.037842
	Iteration 4F: 3 clusters Score -201913.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -202131.046875 Penalty: 3894.037842
	Iteration 5F: 3 clusters Score -202131 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -202286.546875 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -202286.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202420.000000 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -202420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -202484.640625 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -202484.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -202524.140625 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -202524.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202557.312500 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -202557.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -202582.656250 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -202582.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -202600.828125 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -202600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -202610.328125 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -202610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -202617.000000 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -202617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -202621.281250 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -202621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -202624.625000 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -202624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202626.000000 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -202626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202627.265625 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -202627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -202627.906250 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -202627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202632.656250 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -202632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -202641.859375 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -202641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -202648.312500 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -202648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -202654.703125 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -202654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -202659.140625 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -202659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -202666.218750 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -202666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -202681.328125 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -202681.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -202698.296875 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -202698.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -202707.640625 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -202707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202712.296875 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -202712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -202714.843750 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -202714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202716.625000 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -202716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202720.062500 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -202720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -202724.656250 Penalty: 3894.037842
	Iteration 33Q: 3 clusters Score -202724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -202730.078125 Penalty: 3894.037842
	Iteration 34Q: 3 clusters Score -202730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -202742.593750 Penalty: 3894.037842
	Iteration 35Q: 3 clusters Score -202742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -202749.953125 Penalty: 3894.037842
	Iteration 36Q: 3 clusters Score -202750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202754.406250 Penalty: 3894.037842
	Iteration 37Q: 3 clusters Score -202754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -202758.500000 Penalty: 3894.037842
	Iteration 38Q: 3 clusters Score -202758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -202762.515625 Penalty: 3894.037842
	Iteration 39Q: 3 clusters Score -202762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -202765.781250 Penalty: 3894.037842
	Iteration 40F: 3 clusters Score -202765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -202770.890625 Penalty: 3894.037842
	Iteration 41Q: 3 clusters Score -202770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202778.281250 Penalty: 3894.037842
	Iteration 42Q: 3 clusters Score -202778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202779.375000 Penalty: 3894.037842
	Iteration 43Q: 3 clusters Score -202779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202781.046875 Penalty: 3894.037842
	Iteration 44Q: 3 clusters Score -202781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -202781.781250 Penalty: 3894.037842
	Iteration 45Q: 3 clusters Score -202781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -202786.750000 Penalty: 3894.037842
	Iteration 46Q: 3 clusters Score -202786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -202789.187500 Penalty: 3894.037842
	Iteration 47Q: 3 clusters Score -202789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -202792.203125 Penalty: 3894.037842
	Iteration 48Q: 3 clusters Score -202792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -202796.250000 Penalty: 3894.037842
	Iteration 49Q: 3 clusters Score -202796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -202803.718750 Penalty: 3894.037842
	Iteration 50Q: 3 clusters Score -202803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -202807.500000 Penalty: 3894.037842
	Iteration 51Q: 3 clusters Score -202807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202807.703125 Penalty: 3894.037842
	Iteration 52Q: 3 clusters Score -202807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202808.375000 Penalty: 3894.037842
	Iteration 53Q: 3 clusters Score -202808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202811.515625 Penalty: 3894.037842
	Iteration 54Q: 3 clusters Score -202811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202814.031250 Penalty: 3894.037842
	Iteration 55Q: 3 clusters Score -202814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202817.656250 Penalty: 3894.037842
	Iteration 56Q: 3 clusters Score -202817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202818.906250 Penalty: 3894.037842
	Iteration 57Q: 3 clusters Score -202818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202818.906250 Penalty: 3894.037842
	Iteration 58F: 3 clusters Score -202818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Entering Unmasked Estep 
Score: -3514717.750000 Penalty: 2596.340088
	Iteration 0F: 2 clusters Score -3514718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3490647.750000 Penalty: 5192.680176
	Iteration 0F: 3 clusters Score -3490648 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3499423.000000 Penalty: 5192.680176
	Iteration 1F: 3 clusters Score -3499423 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3500047.750000 Penalty: 5192.680176
	Iteration 2Q: 3 clusters Score -3500048 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3500882.000000 Penalty: 5192.680176
	Iteration 3F: 3 clusters Score -3500882 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3502094.750000 Penalty: 5192.680176
	Iteration 4F: 3 clusters Score -3502095 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3503747.500000 Penalty: 5192.680176
	Iteration 5F: 3 clusters Score -3503748 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3505714.250000 Penalty: 5192.680176
	Iteration 6F: 3 clusters Score -3505714 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3507620.500000 Penalty: 5192.680176
	Iteration 7F: 3 clusters Score -3507620 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3509105.250000 Penalty: 5192.680176
	Iteration 8F: 3 clusters Score -3509105 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3510150.500000 Penalty: 5192.680176
	Iteration 9Q: 3 clusters Score -3510150 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -3510854.750000 Penalty: 5192.680176
	Iteration 10Q: 3 clusters Score -3510855 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -3511367.500000 Penalty: 5192.680176
	Iteration 11Q: 3 clusters Score -3511368 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -3511736.000000 Penalty: 5192.680176
	Iteration 12Q: 3 clusters Score -3511736 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3512000.000000 Penalty: 5192.680176
	Iteration 13Q: 3 clusters Score -3512000 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3512197.750000 Penalty: 5192.680176
	Iteration 14Q: 3 clusters Score -3512198 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3512347.000000 Penalty: 5192.680176
	Iteration 15Q: 3 clusters Score -3512347 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3512439.000000 Penalty: 5192.680176
	Iteration 16Q: 3 clusters Score -3512439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3512501.500000 Penalty: 5192.680176
	Iteration 17Q: 3 clusters Score -3512502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3512554.750000 Penalty: 5192.680176
	Iteration 18Q: 3 clusters Score -3512555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3512581.750000 Penalty: 5192.680176
	Iteration 19Q: 3 clusters Score -3512582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -3512599.250000 Penalty: 5192.680176
	Iteration 20F: 3 clusters Score -3512599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -3512613.000000 Penalty: 5192.680176
	Iteration 21Q: 3 clusters Score -3512613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3512630.750000 Penalty: 5192.680176
	Iteration 22Q: 3 clusters Score -3512631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3512641.500000 Penalty: 5192.680176
	Iteration 23Q: 3 clusters Score -3512642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3512643.250000 Penalty: 5192.680176
	Iteration 24Q: 3 clusters Score -3512643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -3512648.750000 Penalty: 5192.680176
	Iteration 25Q: 3 clusters Score -3512649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -3512649.000000 Penalty: 5192.680176
	Iteration 26Q: 3 clusters Score -3512649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3512650.250000 Penalty: 5192.680176
	Iteration 27Q: 3 clusters Score -3512650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3512652.500000 Penalty: 5192.680176
	Iteration 28Q: 3 clusters Score -3512652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -3512653.250000 Penalty: 5192.680176
	Iteration 29Q: 3 clusters Score -3512653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -3512656.500000 Penalty: 5192.680176
	Iteration 30Q: 3 clusters Score -3512656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -3512652.750000 Penalty: 5192.680176
	Iteration 31Q: 3 clusters Score -3512653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3512653.500000 Penalty: 5192.680176
	Iteration 32Q: 3 clusters Score -3512654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3512655.000000 Penalty: 5192.680176
	Iteration 33Q: 3 clusters Score -3512655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3512655.000000 Penalty: 5192.680176
	Iteration 34F: 3 clusters Score -3512655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -163692.109375 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -163692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161211.281250 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -161211.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -161650.843750 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -161650.8 nChanged 144
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: -161785.093750 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -161785.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -161860.453125 Penalty: 3708.049316
	Iteration 3Q: 3 clusters Score -161860.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161911.968750 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -161912 nChanged 41
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: -161941.984375 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -161942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161955.546875 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -161955.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -161961.609375 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -161961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161967.593750 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -161967.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161975.171875 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -161975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -161978.781250 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -161978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161979.984375 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -161980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161980.390625 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -161980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161981.328125 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -161981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161981.343750 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -161981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161981.468750 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -161981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161982.750000 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -161982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161982.750000 Penalty: 3708.049316
	Iteration 17F: 3 clusters Score -161982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -791815.937500 Penalty: 2229.320312
	Iteration 0F: 2 clusters Score -791815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -785417.062500 Penalty: 4458.640625
	Iteration 0F: 3 clusters Score -785417.1 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -787106.437500 Penalty: 4458.640625
	Iteration 1F: 3 clusters Score -787106.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -787401.875000 Penalty: 4458.640625
	Iteration 2F: 3 clusters Score -787401.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -787640.250000 Penalty: 4458.640625
	Iteration 3F: 3 clusters Score -787640.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -787852.250000 Penalty: 4458.640625
	Iteration 4Q: 3 clusters Score -787852.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -788053.062500 Penalty: 4458.640625
	Iteration 5Q: 3 clusters Score -788053.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -788256.250000 Penalty: 4458.640625
	Iteration 6Q: 3 clusters Score -788256.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -788464.312500 Penalty: 4458.640625
	Iteration 7Q: 3 clusters Score -788464.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -788687.250000 Penalty: 4458.640625
	Iteration 8Q: 3 clusters Score -788687.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -788876.062500 Penalty: 4458.640625
	Iteration 9Q: 3 clusters Score -788876.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -789047.750000 Penalty: 4458.640625
	Iteration 10Q: 3 clusters Score -789047.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -789209.500000 Penalty: 4458.640625
	Iteration 11Q: 3 clusters Score -789209.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -789362.125000 Penalty: 4458.640625
	Iteration 12Q: 3 clusters Score -789362.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -789487.000000 Penalty: 4458.640625
	Iteration 13Q: 3 clusters Score -789487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -789570.750000 Penalty: 4458.640625
	Iteration 14Q: 3 clusters Score -789570.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -789632.125000 Penalty: 4458.640625
	Iteration 15Q: 3 clusters Score -789632.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -789674.125000 Penalty: 4458.640625
	Iteration 16Q: 3 clusters Score -789674.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -789710.062500 Penalty: 4458.640625
	Iteration 17Q: 3 clusters Score -789710.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -789741.812500 Penalty: 4458.640625
	Iteration 18Q: 3 clusters Score -789741.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -789772.000000 Penalty: 4458.640625
	Iteration 19Q: 3 clusters Score -789772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -789793.437500 Penalty: 4458.640625
	Iteration 20F: 3 clusters Score -789793.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -789809.062500 Penalty: 4458.640625
	Iteration 21Q: 3 clusters Score -789809.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -789817.812500 Penalty: 4458.640625
	Iteration 22Q: 3 clusters Score -789817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -789826.125000 Penalty: 4458.640625
	Iteration 23Q: 3 clusters Score -789826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -789828.625000 Penalty: 4458.640625
	Iteration 24Q: 3 clusters Score -789828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -789829.812500 Penalty: 4458.640625
	Iteration 25Q: 3 clusters Score -789829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -789832.812500 Penalty: 4458.640625
	Iteration 26Q: 3 clusters Score -789832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -789834.125000 Penalty: 4458.640625
	Iteration 27Q: 3 clusters Score -789834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -789836.312500 Penalty: 4458.640625
	Iteration 28Q: 3 clusters Score -789836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -789836.187500 Penalty: 4458.640625
	Iteration 29Q: 3 clusters Score -789836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -789837.562500 Penalty: 4458.640625
	Iteration 30Q: 3 clusters Score -789837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -789840.250000 Penalty: 4458.640625
	Iteration 31Q: 3 clusters Score -789840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -789842.250000 Penalty: 4458.640625
	Iteration 32Q: 3 clusters Score -789842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -789843.375000 Penalty: 4458.640625
	Iteration 33Q: 3 clusters Score -789843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -789844.375000 Penalty: 4458.640625
	Iteration 34Q: 3 clusters Score -789844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -789844.375000 Penalty: 4458.640625
	Iteration 35F: 3 clusters Score -789844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -519987.437500 Penalty: 2146.579590
	Iteration 0F: 2 clusters Score -519987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -514994.250000 Penalty: 4293.159180
	Iteration 0F: 3 clusters Score -514994.2 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -516429.281250 Penalty: 4293.159180
	Iteration 1F: 3 clusters Score -516429.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -516845.406250 Penalty: 4293.159180
	Iteration 2F: 3 clusters Score -516845.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -517109.437500 Penalty: 4293.159180
	Iteration 3F: 3 clusters Score -517109.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -517326.593750 Penalty: 4293.159180
	Iteration 4F: 3 clusters Score -517326.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -517524.000000 Penalty: 4293.159180
	Iteration 5Q: 3 clusters Score -517524 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -517801.062500 Penalty: 4293.159180
	Iteration 6Q: 3 clusters Score -517801.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -518150.437500 Penalty: 4293.159180
	Iteration 7F: 3 clusters Score -518150.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -518455.031250 Penalty: 4293.159180
	Iteration 8Q: 3 clusters Score -518455 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -518692.968750 Penalty: 4293.159180
	Iteration 9Q: 3 clusters Score -518693 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -518866.781250 Penalty: 4293.159180
	Iteration 10Q: 3 clusters Score -518866.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -518975.250000 Penalty: 4293.159180
	Iteration 11Q: 3 clusters Score -518975.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -519074.156250 Penalty: 4293.159180
	Iteration 12Q: 3 clusters Score -519074.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -519170.062500 Penalty: 4293.159180
	Iteration 13Q: 3 clusters Score -519170.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -519249.156250 Penalty: 4293.159180
	Iteration 14Q: 3 clusters Score -519249.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -519316.156250 Penalty: 4293.159180
	Iteration 15Q: 3 clusters Score -519316.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -519370.281250 Penalty: 4293.159180
	Iteration 16Q: 3 clusters Score -519370.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -519414.500000 Penalty: 4293.159180
	Iteration 17Q: 3 clusters Score -519414.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -519446.093750 Penalty: 4293.159180
	Iteration 18Q: 3 clusters Score -519446.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -519460.156250 Penalty: 4293.159180
	Iteration 19Q: 3 clusters Score -519460.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -519469.812500 Penalty: 4293.159180
	Iteration 20F: 3 clusters Score -519469.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -519481.906250 Penalty: 4293.159180
	Iteration 21Q: 3 clusters Score -519481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -519487.468750 Penalty: 4293.159180
	Iteration 22Q: 3 clusters Score -519487.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -519493.468750 Penalty: 4293.159180
	Iteration 23Q: 3 clusters Score -519493.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -519498.187500 Penalty: 4293.159180
	Iteration 24Q: 3 clusters Score -519498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -519498.687500 Penalty: 4293.159180
	Iteration 25Q: 3 clusters Score -519498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -519498.500000 Penalty: 4293.159180
	Iteration 26Q: 3 clusters Score -519498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -519500.093750 Penalty: 4293.159180
	Iteration 27Q: 3 clusters Score -519500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -519499.406250 Penalty: 4293.159180
	Iteration 28Q: 3 clusters Score -519499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -519501.000000 Penalty: 4293.159180
	Iteration 29Q: 3 clusters Score -519501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -519502.937500 Penalty: 4293.159180
	Iteration 30Q: 3 clusters Score -519502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -519501.875000 Penalty: 4293.159180
	Iteration 31Q: 3 clusters Score -519501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -519502.218750 Penalty: 4293.159180
	Iteration 32Q: 3 clusters Score -519502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -519502.562500 Penalty: 4293.159180
	Iteration 33Q: 3 clusters Score -519502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -519502.562500 Penalty: 4293.159180
	Iteration 34F: 3 clusters Score -519502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Entering Unmasked Estep 
Score: -1112769.625000 Penalty: 2322.251953
	Iteration 0F: 2 clusters Score -1112770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1103925.750000 Penalty: 4644.503906
	Iteration 0F: 3 clusters Score -1103926 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1106520.375000 Penalty: 4644.503906
	Iteration 1F: 3 clusters Score -1106520 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1106844.375000 Penalty: 4644.503906
	Iteration 2F: 3 clusters Score -1106844 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1107076.500000 Penalty: 4644.503906
	Iteration 3Q: 3 clusters Score -1107076 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1107279.375000 Penalty: 4644.503906
	Iteration 4Q: 3 clusters Score -1107279 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1107493.500000 Penalty: 4644.503906
	Iteration 5Q: 3 clusters Score -1107494 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1107714.375000 Penalty: 4644.503906
	Iteration 6Q: 3 clusters Score -1107714 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1107954.625000 Penalty: 4644.503906
	Iteration 7Q: 3 clusters Score -1107955 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1108212.625000 Penalty: 4644.503906
	Iteration 8Q: 3 clusters Score -1108213 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1108504.625000 Penalty: 4644.503906
	Iteration 9Q: 3 clusters Score -1108505 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1108860.250000 Penalty: 4644.503906
	Iteration 10Q: 3 clusters Score -1108860 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1109222.500000 Penalty: 4644.503906
	Iteration 11Q: 3 clusters Score -1109222 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1109576.750000 Penalty: 4644.503906
	Iteration 12Q: 3 clusters Score -1109577 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1109872.875000 Penalty: 4644.503906
	Iteration 13Q: 3 clusters Score -1109873 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1110126.375000 Penalty: 4644.503906
	Iteration 14Q: 3 clusters Score -1110126 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1110314.250000 Penalty: 4644.503906
	Iteration 15Q: 3 clusters Score -1110314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1110477.000000 Penalty: 4644.503906
	Iteration 16Q: 3 clusters Score -1110477 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1110599.500000 Penalty: 4644.503906
	Iteration 17Q: 3 clusters Score -1110600 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1110699.375000 Penalty: 4644.503906
	Iteration 18Q: 3 clusters Score -1110699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1110782.125000 Penalty: 4644.503906
	Iteration 19Q: 3 clusters Score -1110782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1110837.250000 Penalty: 4644.503906
	Iteration 20F: 3 clusters Score -1110837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1110900.125000 Penalty: 4644.503906
	Iteration 21Q: 3 clusters Score -1110900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1110958.125000 Penalty: 4644.503906
	Iteration 22Q: 3 clusters Score -1110958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1111002.125000 Penalty: 4644.503906
	Iteration 23Q: 3 clusters Score -1111002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1111033.125000 Penalty: 4644.503906
	Iteration 24Q: 3 clusters Score -1111033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1111056.250000 Penalty: 4644.503906
	Iteration 25Q: 3 clusters Score -1111056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1111076.625000 Penalty: 4644.503906
	Iteration 26Q: 3 clusters Score -1111077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1111093.125000 Penalty: 4644.503906
	Iteration 27Q: 3 clusters Score -1111093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1111109.875000 Penalty: 4644.503906
	Iteration 28Q: 3 clusters Score -1111110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1111123.000000 Penalty: 4644.503906
	Iteration 29Q: 3 clusters Score -1111123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1111136.000000 Penalty: 4644.503906
	Iteration 30Q: 3 clusters Score -1111136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1111148.125000 Penalty: 4644.503906
	Iteration 31Q: 3 clusters Score -1111148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1111158.250000 Penalty: 4644.503906
	Iteration 32Q: 3 clusters Score -1111158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1111172.375000 Penalty: 4644.503906
	Iteration 33Q: 3 clusters Score -1111172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1111180.000000 Penalty: 4644.503906
	Iteration 34Q: 3 clusters Score -1111180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1111188.250000 Penalty: 4644.503906
	Iteration 35Q: 3 clusters Score -1111188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1111189.875000 Penalty: 4644.503906
	Iteration 36Q: 3 clusters Score -1111190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1111192.750000 Penalty: 4644.503906
	Iteration 37Q: 3 clusters Score -1111193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1111194.625000 Penalty: 4644.503906
	Iteration 38Q: 3 clusters Score -1111195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1111193.750000 Penalty: 4644.503906
	Iteration 39Q: 3 clusters Score -1111194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1111193.750000 Penalty: 4644.503906
	Iteration 40F: 3 clusters Score -1111194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -192659.359375 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -192659.4 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 953 members 
Entering Unmasked Estep 
Score: -190090.578125 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -190090.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -190519.937500 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -190519.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -190624.781250 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -190624.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190679.562500 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -190679.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -190707.234375 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -190707.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190729.312500 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -190729.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -190744.515625 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -190744.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190759.843750 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -190759.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190769.750000 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -190769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190775.609375 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -190775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -190778.156250 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -190778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190781.734375 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -190781.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190783.609375 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -190783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190783.609375 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -190783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190783.609375 Penalty: 3748.506348
	Iteration 14F: 3 clusters Score -190783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -340838.875000 Penalty: 2013.463135
	Iteration 0F: 2 clusters Score -340838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -337368.531250 Penalty: 4026.926270
	Iteration 0F: 3 clusters Score -337368.5 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -338066.562500 Penalty: 4026.926270
	Iteration 1F: 3 clusters Score -338066.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -338235.500000 Penalty: 4026.926270
	Iteration 2F: 3 clusters Score -338235.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -338357.750000 Penalty: 4026.926270
	Iteration 3Q: 3 clusters Score -338357.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -338437.625000 Penalty: 4026.926270
	Iteration 4Q: 3 clusters Score -338437.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -338481.343750 Penalty: 4026.926270
	Iteration 5Q: 3 clusters Score -338481.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -338505.812500 Penalty: 4026.926270
	Iteration 6Q: 3 clusters Score -338505.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -338525.718750 Penalty: 4026.926270
	Iteration 7Q: 3 clusters Score -338525.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -338540.156250 Penalty: 4026.926270
	Iteration 8Q: 3 clusters Score -338540.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -338556.125000 Penalty: 4026.926270
	Iteration 9Q: 3 clusters Score -338556.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -338572.062500 Penalty: 4026.926270
	Iteration 10Q: 3 clusters Score -338572.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -338582.937500 Penalty: 4026.926270
	Iteration 11Q: 3 clusters Score -338582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -338589.250000 Penalty: 4026.926270
	Iteration 12Q: 3 clusters Score -338589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -338592.875000 Penalty: 4026.926270
	Iteration 13Q: 3 clusters Score -338592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -338596.718750 Penalty: 4026.926270
	Iteration 14Q: 3 clusters Score -338596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -338599.531250 Penalty: 4026.926270
	Iteration 15Q: 3 clusters Score -338599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -338602.437500 Penalty: 4026.926270
	Iteration 16Q: 3 clusters Score -338602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -338605.031250 Penalty: 4026.926270
	Iteration 17Q: 3 clusters Score -338605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -338608.218750 Penalty: 4026.926270
	Iteration 18Q: 3 clusters Score -338608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -338609.593750 Penalty: 4026.926270
	Iteration 19Q: 3 clusters Score -338609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -338613.000000 Penalty: 4026.926270
	Iteration 20F: 3 clusters Score -338613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -338614.968750 Penalty: 4026.926270
	Iteration 21Q: 3 clusters Score -338615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -338616.437500 Penalty: 4026.926270
	Iteration 22Q: 3 clusters Score -338616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -338618.875000 Penalty: 4026.926270
	Iteration 23Q: 3 clusters Score -338618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -338621.093750 Penalty: 4026.926270
	Iteration 24Q: 3 clusters Score -338621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -338623.843750 Penalty: 4026.926270
	Iteration 25Q: 3 clusters Score -338623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -338624.468750 Penalty: 4026.926270
	Iteration 26Q: 3 clusters Score -338624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -338624.812500 Penalty: 4026.926270
	Iteration 27Q: 3 clusters Score -338624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -338624.906250 Penalty: 4026.926270
	Iteration 28Q: 3 clusters Score -338624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -338624.937500 Penalty: 4026.926270
	Iteration 29Q: 3 clusters Score -338624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -338624.937500 Penalty: 4026.926270
	Iteration 30F: 3 clusters Score -338624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -974390.562500 Penalty: 2273.108643
	Iteration 0F: 2 clusters Score -974390.6 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 4682 members 
Entering Unmasked Estep 
Score: -966960.875000 Penalty: 4546.217285
	Iteration 0F: 3 clusters Score -966960.9 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -969053.437500 Penalty: 4546.217285
	Iteration 1F: 3 clusters Score -969053.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -969377.062500 Penalty: 4546.217285
	Iteration 2F: 3 clusters Score -969377.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -969659.312500 Penalty: 4546.217285
	Iteration 3F: 3 clusters Score -969659.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -969887.250000 Penalty: 4546.217285
	Iteration 4Q: 3 clusters Score -969887.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -970124.937500 Penalty: 4546.217285
	Iteration 5Q: 3 clusters Score -970124.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -970394.875000 Penalty: 4546.217285
	Iteration 6Q: 3 clusters Score -970394.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -970702.562500 Penalty: 4546.217285
	Iteration 7Q: 3 clusters Score -970702.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -971012.750000 Penalty: 4546.217285
	Iteration 8Q: 3 clusters Score -971012.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -971339.000000 Penalty: 4546.217285
	Iteration 9Q: 3 clusters Score -971339 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -971621.500000 Penalty: 4546.217285
	Iteration 10Q: 3 clusters Score -971621.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -971843.562500 Penalty: 4546.217285
	Iteration 11Q: 3 clusters Score -971843.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -972020.437500 Penalty: 4546.217285
	Iteration 12Q: 3 clusters Score -972020.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -972138.062500 Penalty: 4546.217285
	Iteration 13Q: 3 clusters Score -972138.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -972218.437500 Penalty: 4546.217285
	Iteration 14Q: 3 clusters Score -972218.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -972272.062500 Penalty: 4546.217285
	Iteration 15Q: 3 clusters Score -972272.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -972314.062500 Penalty: 4546.217285
	Iteration 16Q: 3 clusters Score -972314.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -972340.625000 Penalty: 4546.217285
	Iteration 17Q: 3 clusters Score -972340.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -972366.937500 Penalty: 4546.217285
	Iteration 18Q: 3 clusters Score -972366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -972381.250000 Penalty: 4546.217285
	Iteration 19Q: 3 clusters Score -972381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -972396.687500 Penalty: 4546.217285
	Iteration 20F: 3 clusters Score -972396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -972401.000000 Penalty: 4546.217285
	Iteration 21Q: 3 clusters Score -972401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -972404.687500 Penalty: 4546.217285
	Iteration 22Q: 3 clusters Score -972404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -972411.312500 Penalty: 4546.217285
	Iteration 23Q: 3 clusters Score -972411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -972414.312500 Penalty: 4546.217285
	Iteration 24Q: 3 clusters Score -972414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -972416.812500 Penalty: 4546.217285
	Iteration 25Q: 3 clusters Score -972416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -972417.562500 Penalty: 4546.217285
	Iteration 26Q: 3 clusters Score -972417.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -972417.562500 Penalty: 4546.217285
	Iteration 27F: 3 clusters Score -972417.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1403680.625000 Penalty: 2383.393555
	Iteration 0F: 2 clusters Score -1403681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1392881.000000 Penalty: 4766.787109
	Iteration 0F: 3 clusters Score -1392881 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1396431.750000 Penalty: 4766.787109
	Iteration 1F: 3 clusters Score -1396432 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1397069.125000 Penalty: 4766.787109
	Iteration 2F: 3 clusters Score -1397069 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1397769.375000 Penalty: 4766.787109
	Iteration 3F: 3 clusters Score -1397769 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1398378.875000 Penalty: 4766.787109
	Iteration 4F: 3 clusters Score -1398379 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1398928.125000 Penalty: 4766.787109
	Iteration 5F: 3 clusters Score -1398928 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1399365.750000 Penalty: 4766.787109
	Iteration 6Q: 3 clusters Score -1399366 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1399756.375000 Penalty: 4766.787109
	Iteration 7Q: 3 clusters Score -1399756 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1400042.000000 Penalty: 4766.787109
	Iteration 8Q: 3 clusters Score -1400042 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1400253.750000 Penalty: 4766.787109
	Iteration 9Q: 3 clusters Score -1400254 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1400407.125000 Penalty: 4766.787109
	Iteration 10Q: 3 clusters Score -1400407 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1400514.000000 Penalty: 4766.787109
	Iteration 11Q: 3 clusters Score -1400514 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1400615.625000 Penalty: 4766.787109
	Iteration 12Q: 3 clusters Score -1400616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1400669.875000 Penalty: 4766.787109
	Iteration 13Q: 3 clusters Score -1400670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1400712.875000 Penalty: 4766.787109
	Iteration 14Q: 3 clusters Score -1400713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1400741.875000 Penalty: 4766.787109
	Iteration 15Q: 3 clusters Score -1400742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1400766.250000 Penalty: 4766.787109
	Iteration 16Q: 3 clusters Score -1400766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1400781.500000 Penalty: 4766.787109
	Iteration 17Q: 3 clusters Score -1400782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1400795.000000 Penalty: 4766.787109
	Iteration 18Q: 3 clusters Score -1400795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1400804.000000 Penalty: 4766.787109
	Iteration 19Q: 3 clusters Score -1400804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1400811.625000 Penalty: 4766.787109
	Iteration 20F: 3 clusters Score -1400812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1400822.250000 Penalty: 4766.787109
	Iteration 21Q: 3 clusters Score -1400822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1400828.875000 Penalty: 4766.787109
	Iteration 22Q: 3 clusters Score -1400829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1400841.125000 Penalty: 4766.787109
	Iteration 23Q: 3 clusters Score -1400841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1400853.875000 Penalty: 4766.787109
	Iteration 24Q: 3 clusters Score -1400854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1400867.500000 Penalty: 4766.787109
	Iteration 25Q: 3 clusters Score -1400868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1400870.250000 Penalty: 4766.787109
	Iteration 26Q: 3 clusters Score -1400870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1400876.250000 Penalty: 4766.787109
	Iteration 27Q: 3 clusters Score -1400876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1400887.375000 Penalty: 4766.787109
	Iteration 28Q: 3 clusters Score -1400887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1400893.750000 Penalty: 4766.787109
	Iteration 29Q: 3 clusters Score -1400894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1400906.750000 Penalty: 4766.787109
	Iteration 30Q: 3 clusters Score -1400907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1400913.375000 Penalty: 4766.787109
	Iteration 31Q: 3 clusters Score -1400913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1400932.750000 Penalty: 4766.787109
	Iteration 32Q: 3 clusters Score -1400933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1400941.875000 Penalty: 4766.787109
	Iteration 33Q: 3 clusters Score -1400942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1400950.500000 Penalty: 4766.787109
	Iteration 34Q: 3 clusters Score -1400950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1400960.000000 Penalty: 4766.787109
	Iteration 35Q: 3 clusters Score -1400960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1400975.750000 Penalty: 4766.787109
	Iteration 36Q: 3 clusters Score -1400976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1400991.500000 Penalty: 4766.787109
	Iteration 37Q: 3 clusters Score -1400992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1401012.250000 Penalty: 4766.787109
	Iteration 38Q: 3 clusters Score -1401012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1401035.625000 Penalty: 4766.787109
	Iteration 39Q: 3 clusters Score -1401036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1401061.375000 Penalty: 4766.787109
	Iteration 40F: 3 clusters Score -1401061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1401088.875000 Penalty: 4766.787109
	Iteration 41Q: 3 clusters Score -1401089 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1401112.500000 Penalty: 4766.787109
	Iteration 42Q: 3 clusters Score -1401112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1401128.375000 Penalty: 4766.787109
	Iteration 43Q: 3 clusters Score -1401128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1401159.375000 Penalty: 4766.787109
	Iteration 44Q: 3 clusters Score -1401159 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1401183.750000 Penalty: 4766.787109
	Iteration 45Q: 3 clusters Score -1401184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1401208.000000 Penalty: 4766.787109
	Iteration 46Q: 3 clusters Score -1401208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1401232.375000 Penalty: 4766.787109
	Iteration 47Q: 3 clusters Score -1401232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1401263.000000 Penalty: 4766.787109
	Iteration 48Q: 3 clusters Score -1401263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1401287.375000 Penalty: 4766.787109
	Iteration 49Q: 3 clusters Score -1401287 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1401301.125000 Penalty: 4766.787109
	Iteration 50Q: 3 clusters Score -1401301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1401318.625000 Penalty: 4766.787109
	Iteration 51Q: 3 clusters Score -1401319 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1401334.500000 Penalty: 4766.787109
	Iteration 52Q: 3 clusters Score -1401334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1401353.250000 Penalty: 4766.787109
	Iteration 53Q: 3 clusters Score -1401353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1401376.875000 Penalty: 4766.787109
	Iteration 54Q: 3 clusters Score -1401377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1401400.875000 Penalty: 4766.787109
	Iteration 55Q: 3 clusters Score -1401401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1401413.125000 Penalty: 4766.787109
	Iteration 56Q: 3 clusters Score -1401413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1401437.250000 Penalty: 4766.787109
	Iteration 57Q: 3 clusters Score -1401437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1401463.875000 Penalty: 4766.787109
	Iteration 58Q: 3 clusters Score -1401464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1401484.375000 Penalty: 4766.787109
	Iteration 59Q: 3 clusters Score -1401484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1401517.250000 Penalty: 4766.787109
	Iteration 60F: 3 clusters Score -1401517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1401546.250000 Penalty: 4766.787109
	Iteration 61Q: 3 clusters Score -1401546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1401559.750000 Penalty: 4766.787109
	Iteration 62Q: 3 clusters Score -1401560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1401576.375000 Penalty: 4766.787109
	Iteration 63Q: 3 clusters Score -1401576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1401594.000000 Penalty: 4766.787109
	Iteration 64Q: 3 clusters Score -1401594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1401604.250000 Penalty: 4766.787109
	Iteration 65Q: 3 clusters Score -1401604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1401617.125000 Penalty: 4766.787109
	Iteration 66Q: 3 clusters Score -1401617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1401642.125000 Penalty: 4766.787109
	Iteration 67Q: 3 clusters Score -1401642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1401654.875000 Penalty: 4766.787109
	Iteration 68Q: 3 clusters Score -1401655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1401675.500000 Penalty: 4766.787109
	Iteration 69Q: 3 clusters Score -1401676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1401693.625000 Penalty: 4766.787109
	Iteration 70Q: 3 clusters Score -1401694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1401720.875000 Penalty: 4766.787109
	Iteration 71Q: 3 clusters Score -1401721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1401737.375000 Penalty: 4766.787109
	Iteration 72Q: 3 clusters Score -1401737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1401752.000000 Penalty: 4766.787109
	Iteration 73Q: 3 clusters Score -1401752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1401763.500000 Penalty: 4766.787109
	Iteration 74Q: 3 clusters Score -1401764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1401776.875000 Penalty: 4766.787109
	Iteration 75Q: 3 clusters Score -1401777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1401784.000000 Penalty: 4766.787109
	Iteration 76Q: 3 clusters Score -1401784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1401787.875000 Penalty: 4766.787109
	Iteration 77Q: 3 clusters Score -1401788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1401793.250000 Penalty: 4766.787109
	Iteration 78Q: 3 clusters Score -1401793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1401795.750000 Penalty: 4766.787109
	Iteration 79Q: 3 clusters Score -1401796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1401800.500000 Penalty: 4766.787109
	Iteration 80F: 3 clusters Score -1401800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1401803.250000 Penalty: 4766.787109
	Iteration 81Q: 3 clusters Score -1401803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1401813.250000 Penalty: 4766.787109
	Iteration 82Q: 3 clusters Score -1401813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1401818.875000 Penalty: 4766.787109
	Iteration 83Q: 3 clusters Score -1401819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1401823.250000 Penalty: 4766.787109
	Iteration 84Q: 3 clusters Score -1401823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1401826.375000 Penalty: 4766.787109
	Iteration 85Q: 3 clusters Score -1401826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1401826.250000 Penalty: 4766.787109
	Iteration 86Q: 3 clusters Score -1401826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1401825.000000 Penalty: 4766.787109
	Iteration 87Q: 3 clusters Score -1401825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1401827.000000 Penalty: 4766.787109
	Iteration 88Q: 3 clusters Score -1401827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1401832.750000 Penalty: 4766.787109
	Iteration 89Q: 3 clusters Score -1401833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1401831.125000 Penalty: 4766.787109
	Iteration 90Q: 3 clusters Score -1401831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1401830.000000 Penalty: 4766.787109
	Iteration 91Q: 3 clusters Score -1401830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1401829.875000 Penalty: 4766.787109
	Iteration 92Q: 3 clusters Score -1401830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1401832.625000 Penalty: 4766.787109
	Iteration 93Q: 3 clusters Score -1401833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1401832.125000 Penalty: 4766.787109
	Iteration 94Q: 3 clusters Score -1401832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1401835.750000 Penalty: 4766.787109
	Iteration 95Q: 3 clusters Score -1401836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1401841.875000 Penalty: 4766.787109
	Iteration 96Q: 3 clusters Score -1401842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1401840.000000 Penalty: 4766.787109
	Iteration 97Q: 3 clusters Score -1401840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1401840.125000 Penalty: 4766.787109
	Iteration 98Q: 3 clusters Score -1401840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1401840.000000 Penalty: 4766.787109
	Iteration 99Q: 3 clusters Score -1401840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1401842.250000 Penalty: 4766.787109
	Iteration 100F: 3 clusters Score -1401842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1401842.250000 Penalty: 4766.787109
	Iteration 101Q: 3 clusters Score -1401842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1401846.500000 Penalty: 4766.787109
	Iteration 102Q: 3 clusters Score -1401846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1401846.125000 Penalty: 4766.787109
	Iteration 103Q: 3 clusters Score -1401846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1401846.250000 Penalty: 4766.787109
	Iteration 104Q: 3 clusters Score -1401846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1401844.000000 Penalty: 4766.787109
	Iteration 105Q: 3 clusters Score -1401844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1401843.250000 Penalty: 4766.787109
	Iteration 106Q: 3 clusters Score -1401843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1401846.875000 Penalty: 4766.787109
	Iteration 107Q: 3 clusters Score -1401847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1401846.625000 Penalty: 4766.787109
	Iteration 108Q: 3 clusters Score -1401847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1401853.375000 Penalty: 4766.787109
	Iteration 109Q: 3 clusters Score -1401853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1401856.250000 Penalty: 4766.787109
	Iteration 110Q: 3 clusters Score -1401856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1401855.250000 Penalty: 4766.787109
	Iteration 111Q: 3 clusters Score -1401855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1401855.750000 Penalty: 4766.787109
	Iteration 112Q: 3 clusters Score -1401856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1401853.375000 Penalty: 4766.787109
	Iteration 113Q: 3 clusters Score -1401853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1401853.250000 Penalty: 4766.787109
	Iteration 114Q: 3 clusters Score -1401853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1401853.250000 Penalty: 4766.787109
	Iteration 115F: 3 clusters Score -1401853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Entering Unmasked Estep 
Score: -3533647.750000 Penalty: 2602.159424
	Iteration 0F: 2 clusters Score -3533648 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 18074 members 
Entering Unmasked Estep 
Score: -3509118.500000 Penalty: 5204.318848
	Iteration 0F: 3 clusters Score -3509118 nChanged 16515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3518230.250000 Penalty: 5204.318848
	Iteration 1F: 3 clusters Score -3518230 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3518783.500000 Penalty: 5204.318848
	Iteration 2Q: 3 clusters Score -3518784 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3519307.500000 Penalty: 5204.318848
	Iteration 3Q: 3 clusters Score -3519308 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3519790.750000 Penalty: 5204.318848
	Iteration 4Q: 3 clusters Score -3519791 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3520336.750000 Penalty: 5204.318848
	Iteration 5Q: 3 clusters Score -3520337 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3521036.750000 Penalty: 5204.318848
	Iteration 6Q: 3 clusters Score -3521037 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3521941.750000 Penalty: 5204.318848
	Iteration 7Q: 3 clusters Score -3521942 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3523123.500000 Penalty: 5204.318848
	Iteration 8F: 3 clusters Score -3523124 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3524582.250000 Penalty: 5204.318848
	Iteration 9F: 3 clusters Score -3524582 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3526225.250000 Penalty: 5204.318848
	Iteration 10F: 3 clusters Score -3526225 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3527740.250000 Penalty: 5204.318848
	Iteration 11F: 3 clusters Score -3527740 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3528960.750000 Penalty: 5204.318848
	Iteration 12Q: 3 clusters Score -3528961 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3529791.250000 Penalty: 5204.318848
	Iteration 13Q: 3 clusters Score -3529791 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3530386.000000 Penalty: 5204.318848
	Iteration 14Q: 3 clusters Score -3530386 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3530886.500000 Penalty: 5204.318848
	Iteration 15Q: 3 clusters Score -3530886 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3531253.250000 Penalty: 5204.318848
	Iteration 16Q: 3 clusters Score -3531253 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -3531538.000000 Penalty: 5204.318848
	Iteration 17Q: 3 clusters Score -3531538 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3531788.500000 Penalty: 5204.318848
	Iteration 18Q: 3 clusters Score -3531788 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -3531980.250000 Penalty: 5204.318848
	Iteration 19Q: 3 clusters Score -3531980 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -3532163.500000 Penalty: 5204.318848
	Iteration 20F: 3 clusters Score -3532164 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3532297.750000 Penalty: 5204.318848
	Iteration 21Q: 3 clusters Score -3532298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -3532408.750000 Penalty: 5204.318848
	Iteration 22Q: 3 clusters Score -3532409 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -3532497.500000 Penalty: 5204.318848
	Iteration 23Q: 3 clusters Score -3532498 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3532587.750000 Penalty: 5204.318848
	Iteration 24Q: 3 clusters Score -3532588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -3532648.500000 Penalty: 5204.318848
	Iteration 25Q: 3 clusters Score -3532648 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3532707.500000 Penalty: 5204.318848
	Iteration 26Q: 3 clusters Score -3532708 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3532739.500000 Penalty: 5204.318848
	Iteration 27Q: 3 clusters Score -3532740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -3532773.000000 Penalty: 5204.318848
	Iteration 28Q: 3 clusters Score -3532773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -3532813.250000 Penalty: 5204.318848
	Iteration 29Q: 3 clusters Score -3532813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -3532839.250000 Penalty: 5204.318848
	Iteration 30Q: 3 clusters Score -3532839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3532860.000000 Penalty: 5204.318848
	Iteration 31Q: 3 clusters Score -3532860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3532878.500000 Penalty: 5204.318848
	Iteration 32Q: 3 clusters Score -3532878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -3532890.500000 Penalty: 5204.318848
	Iteration 33Q: 3 clusters Score -3532890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3532901.000000 Penalty: 5204.318848
	Iteration 34Q: 3 clusters Score -3532901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3532911.000000 Penalty: 5204.318848
	Iteration 35Q: 3 clusters Score -3532911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -3532921.250000 Penalty: 5204.318848
	Iteration 36Q: 3 clusters Score -3532921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3532928.500000 Penalty: 5204.318848
	Iteration 37Q: 3 clusters Score -3532928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -3532929.500000 Penalty: 5204.318848
	Iteration 38Q: 3 clusters Score -3532930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3532929.750000 Penalty: 5204.318848
	Iteration 39Q: 3 clusters Score -3532930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3532948.750000 Penalty: 5204.318848
	Iteration 40F: 3 clusters Score -3532949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3532954.750000 Penalty: 5204.318848
	Iteration 41Q: 3 clusters Score -3532955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -3532957.250000 Penalty: 5204.318848
	Iteration 42Q: 3 clusters Score -3532957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3532961.250000 Penalty: 5204.318848
	Iteration 43Q: 3 clusters Score -3532961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -3532951.500000 Penalty: 5204.318848
	Iteration 44Q: 3 clusters Score -3532952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3532955.750000 Penalty: 5204.318848
	Iteration 45Q: 3 clusters Score -3532956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3532965.500000 Penalty: 5204.318848
	Iteration 46Q: 3 clusters Score -3532966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -3532974.750000 Penalty: 5204.318848
	Iteration 47Q: 3 clusters Score -3532975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3532982.250000 Penalty: 5204.318848
	Iteration 48Q: 3 clusters Score -3532982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3532980.500000 Penalty: 5204.318848
	Iteration 49Q: 3 clusters Score -3532980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3532985.250000 Penalty: 5204.318848
	Iteration 50Q: 3 clusters Score -3532985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3532987.250000 Penalty: 5204.318848
	Iteration 51Q: 3 clusters Score -3532987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3532990.250000 Penalty: 5204.318848
	Iteration 52Q: 3 clusters Score -3532990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -3532986.000000 Penalty: 5204.318848
	Iteration 53Q: 3 clusters Score -3532986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -3532985.250000 Penalty: 5204.318848
	Iteration 54Q: 3 clusters Score -3532985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3532986.500000 Penalty: 5204.318848
	Iteration 55Q: 3 clusters Score -3532986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3532984.750000 Penalty: 5204.318848
	Iteration 56Q: 3 clusters Score -3532985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3532988.750000 Penalty: 5204.318848
	Iteration 57Q: 3 clusters Score -3532989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3532985.750000 Penalty: 5204.318848
	Iteration 58Q: 3 clusters Score -3532986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3532991.000000 Penalty: 5204.318848
	Iteration 59Q: 3 clusters Score -3532991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3532991.000000 Penalty: 5204.318848
	Iteration 60F: 3 clusters Score -3532991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Entering Unmasked Estep 
Score: -1098324.000000 Penalty: 2335.523926
	Iteration 0F: 2 clusters Score -1098324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1089187.250000 Penalty: 4671.047852
	Iteration 0F: 3 clusters Score -1089187 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1091958.875000 Penalty: 4671.047852
	Iteration 1F: 3 clusters Score -1091959 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1092364.000000 Penalty: 4671.047852
	Iteration 2F: 3 clusters Score -1092364 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1092702.250000 Penalty: 4671.047852
	Iteration 3F: 3 clusters Score -1092702 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1093015.625000 Penalty: 4671.047852
	Iteration 4Q: 3 clusters Score -1093016 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1093320.000000 Penalty: 4671.047852
	Iteration 5Q: 3 clusters Score -1093320 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1093607.250000 Penalty: 4671.047852
	Iteration 6Q: 3 clusters Score -1093607 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1093908.875000 Penalty: 4671.047852
	Iteration 7Q: 3 clusters Score -1093909 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1094241.125000 Penalty: 4671.047852
	Iteration 8Q: 3 clusters Score -1094241 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1094562.875000 Penalty: 4671.047852
	Iteration 9Q: 3 clusters Score -1094563 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1094886.625000 Penalty: 4671.047852
	Iteration 10Q: 3 clusters Score -1094887 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1095179.250000 Penalty: 4671.047852
	Iteration 11Q: 3 clusters Score -1095179 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1095408.875000 Penalty: 4671.047852
	Iteration 12Q: 3 clusters Score -1095409 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1095574.500000 Penalty: 4671.047852
	Iteration 13Q: 3 clusters Score -1095574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1095675.000000 Penalty: 4671.047852
	Iteration 14Q: 3 clusters Score -1095675 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1095741.375000 Penalty: 4671.047852
	Iteration 15Q: 3 clusters Score -1095741 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1095790.875000 Penalty: 4671.047852
	Iteration 16Q: 3 clusters Score -1095791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1095832.375000 Penalty: 4671.047852
	Iteration 17Q: 3 clusters Score -1095832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1095865.250000 Penalty: 4671.047852
	Iteration 18Q: 3 clusters Score -1095865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1095888.500000 Penalty: 4671.047852
	Iteration 19Q: 3 clusters Score -1095888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1095914.375000 Penalty: 4671.047852
	Iteration 20F: 3 clusters Score -1095914 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1095945.250000 Penalty: 4671.047852
	Iteration 21Q: 3 clusters Score -1095945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1095964.125000 Penalty: 4671.047852
	Iteration 22Q: 3 clusters Score -1095964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1095982.625000 Penalty: 4671.047852
	Iteration 23Q: 3 clusters Score -1095983 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1095994.000000 Penalty: 4671.047852
	Iteration 24Q: 3 clusters Score -1095994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1096011.625000 Penalty: 4671.047852
	Iteration 25Q: 3 clusters Score -1096012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1096029.500000 Penalty: 4671.047852
	Iteration 26Q: 3 clusters Score -1096030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1096043.500000 Penalty: 4671.047852
	Iteration 27Q: 3 clusters Score -1096044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1096054.375000 Penalty: 4671.047852
	Iteration 28Q: 3 clusters Score -1096054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1096065.000000 Penalty: 4671.047852
	Iteration 29Q: 3 clusters Score -1096065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1096075.125000 Penalty: 4671.047852
	Iteration 30Q: 3 clusters Score -1096075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1096080.125000 Penalty: 4671.047852
	Iteration 31Q: 3 clusters Score -1096080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1096089.875000 Penalty: 4671.047852
	Iteration 32Q: 3 clusters Score -1096090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1096098.625000 Penalty: 4671.047852
	Iteration 33Q: 3 clusters Score -1096099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1096110.125000 Penalty: 4671.047852
	Iteration 34Q: 3 clusters Score -1096110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1096117.500000 Penalty: 4671.047852
	Iteration 35Q: 3 clusters Score -1096118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1096124.625000 Penalty: 4671.047852
	Iteration 36Q: 3 clusters Score -1096125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1096130.000000 Penalty: 4671.047852
	Iteration 37Q: 3 clusters Score -1096130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1096142.375000 Penalty: 4671.047852
	Iteration 38Q: 3 clusters Score -1096142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1096154.875000 Penalty: 4671.047852
	Iteration 39Q: 3 clusters Score -1096155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1096156.250000 Penalty: 4671.047852
	Iteration 40F: 3 clusters Score -1096156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1096162.875000 Penalty: 4671.047852
	Iteration 41Q: 3 clusters Score -1096163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1096167.500000 Penalty: 4671.047852
	Iteration 42Q: 3 clusters Score -1096168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1096173.750000 Penalty: 4671.047852
	Iteration 43Q: 3 clusters Score -1096174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1096175.250000 Penalty: 4671.047852
	Iteration 44Q: 3 clusters Score -1096175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1096180.500000 Penalty: 4671.047852
	Iteration 45Q: 3 clusters Score -1096180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1096186.750000 Penalty: 4671.047852
	Iteration 46Q: 3 clusters Score -1096187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1096188.000000 Penalty: 4671.047852
	Iteration 47Q: 3 clusters Score -1096188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1096194.625000 Penalty: 4671.047852
	Iteration 48Q: 3 clusters Score -1096195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1096196.250000 Penalty: 4671.047852
	Iteration 49Q: 3 clusters Score -1096196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1096204.875000 Penalty: 4671.047852
	Iteration 50Q: 3 clusters Score -1096205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1096206.250000 Penalty: 4671.047852
	Iteration 51Q: 3 clusters Score -1096206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1096209.500000 Penalty: 4671.047852
	Iteration 52Q: 3 clusters Score -1096210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1096216.000000 Penalty: 4671.047852
	Iteration 53Q: 3 clusters Score -1096216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1096217.125000 Penalty: 4671.047852
	Iteration 54Q: 3 clusters Score -1096217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1096219.125000 Penalty: 4671.047852
	Iteration 55Q: 3 clusters Score -1096219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1096223.250000 Penalty: 4671.047852
	Iteration 56Q: 3 clusters Score -1096223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1096226.625000 Penalty: 4671.047852
	Iteration 57Q: 3 clusters Score -1096227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1096227.250000 Penalty: 4671.047852
	Iteration 58Q: 3 clusters Score -1096227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1096231.375000 Penalty: 4671.047852
	Iteration 59Q: 3 clusters Score -1096231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1096232.875000 Penalty: 4671.047852
	Iteration 60F: 3 clusters Score -1096233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1096230.500000 Penalty: 4671.047852
	Iteration 61Q: 3 clusters Score -1096230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1096232.250000 Penalty: 4671.047852
	Iteration 62Q: 3 clusters Score -1096232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1096235.000000 Penalty: 4671.047852
	Iteration 63Q: 3 clusters Score -1096235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1096236.500000 Penalty: 4671.047852
	Iteration 64Q: 3 clusters Score -1096236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1096239.500000 Penalty: 4671.047852
	Iteration 65Q: 3 clusters Score -1096240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1096242.000000 Penalty: 4671.047852
	Iteration 66Q: 3 clusters Score -1096242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1096245.250000 Penalty: 4671.047852
	Iteration 67Q: 3 clusters Score -1096245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1096245.000000 Penalty: 4671.047852
	Iteration 68Q: 3 clusters Score -1096245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1096246.000000 Penalty: 4671.047852
	Iteration 69Q: 3 clusters Score -1096246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1096247.875000 Penalty: 4671.047852
	Iteration 70Q: 3 clusters Score -1096248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1096247.875000 Penalty: 4671.047852
	Iteration 71Q: 3 clusters Score -1096248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1096247.875000 Penalty: 4671.047852
	Iteration 72F: 3 clusters Score -1096248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -135020.953125 Penalty: 1812.186157
	Iteration 0F: 2 clusters Score -135021 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 748 members 
Entering Unmasked Estep 
Score: -132749.343750 Penalty: 3624.372314
	Iteration 0F: 3 clusters Score -132749.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133126.718750 Penalty: 3624.372314
	Iteration 1F: 3 clusters Score -133126.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133248.593750 Penalty: 3624.372314
	Iteration 2F: 3 clusters Score -133248.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133312.687500 Penalty: 3624.372314
	Iteration 3Q: 3 clusters Score -133312.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133346.640625 Penalty: 3624.372314
	Iteration 4Q: 3 clusters Score -133346.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133358.750000 Penalty: 3624.372314
	Iteration 5Q: 3 clusters Score -133358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133366.546875 Penalty: 3624.372314
	Iteration 6Q: 3 clusters Score -133366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133376.109375 Penalty: 3624.372314
	Iteration 7Q: 3 clusters Score -133376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133381.546875 Penalty: 3624.372314
	Iteration 8Q: 3 clusters Score -133381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133386.046875 Penalty: 3624.372314
	Iteration 9Q: 3 clusters Score -133386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133394.156250 Penalty: 3624.372314
	Iteration 10Q: 3 clusters Score -133394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133403.609375 Penalty: 3624.372314
	Iteration 11Q: 3 clusters Score -133403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133408.625000 Penalty: 3624.372314
	Iteration 12Q: 3 clusters Score -133408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133412.468750 Penalty: 3624.372314
	Iteration 13Q: 3 clusters Score -133412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133413.312500 Penalty: 3624.372314
	Iteration 14Q: 3 clusters Score -133413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133414.625000 Penalty: 3624.372314
	Iteration 15Q: 3 clusters Score -133414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133417.062500 Penalty: 3624.372314
	Iteration 16Q: 3 clusters Score -133417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133419.375000 Penalty: 3624.372314
	Iteration 17Q: 3 clusters Score -133419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133421.859375 Penalty: 3624.372314
	Iteration 18Q: 3 clusters Score -133421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133422.656250 Penalty: 3624.372314
	Iteration 19Q: 3 clusters Score -133422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133422.656250 Penalty: 3624.372314
	Iteration 20F: 3 clusters Score -133422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Entering Unmasked Estep 
Score: -6238680.500000 Penalty: 2737.012207
	Iteration 0F: 2 clusters Score -6238680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -6196842.000000 Penalty: 5474.024414
	Iteration 0F: 3 clusters Score -6196842 nChanged 28916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6212955.500000 Penalty: 5474.024414
	Iteration 1F: 3 clusters Score -6212956 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -6213732.000000 Penalty: 5474.024414
	Iteration 2Q: 3 clusters Score -6213732 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6214592.000000 Penalty: 5474.024414
	Iteration 3Q: 3 clusters Score -6214592 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -6215749.500000 Penalty: 5474.024414
	Iteration 4Q: 3 clusters Score -6215750 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6217315.000000 Penalty: 5474.024414
	Iteration 5Q: 3 clusters Score -6217315 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -6219657.000000 Penalty: 5474.024414
	Iteration 6F: 3 clusters Score -6219657 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -6223047.500000 Penalty: 5474.024414
	Iteration 7F: 3 clusters Score -6223048 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6226917.500000 Penalty: 5474.024414
	Iteration 8F: 3 clusters Score -6226918 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -6230483.000000 Penalty: 5474.024414
	Iteration 9F: 3 clusters Score -6230483 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -6233077.500000 Penalty: 5474.024414
	Iteration 10Q: 3 clusters Score -6233078 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -6234787.000000 Penalty: 5474.024414
	Iteration 11Q: 3 clusters Score -6234787 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -6235799.500000 Penalty: 5474.024414
	Iteration 12Q: 3 clusters Score -6235800 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -6236477.000000 Penalty: 5474.024414
	Iteration 13Q: 3 clusters Score -6236477 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -6236889.000000 Penalty: 5474.024414
	Iteration 14Q: 3 clusters Score -6236889 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6237113.000000 Penalty: 5474.024414
	Iteration 15Q: 3 clusters Score -6237113 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6237302.500000 Penalty: 5474.024414
	Iteration 16Q: 3 clusters Score -6237302 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6237411.500000 Penalty: 5474.024414
	Iteration 17Q: 3 clusters Score -6237412 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6237475.000000 Penalty: 5474.024414
	Iteration 18Q: 3 clusters Score -6237475 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6237529.000000 Penalty: 5474.024414
	Iteration 19Q: 3 clusters Score -6237529 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6237570.000000 Penalty: 5474.024414
	Iteration 20F: 3 clusters Score -6237570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6237579.500000 Penalty: 5474.024414
	Iteration 21Q: 3 clusters Score -6237580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -6237608.000000 Penalty: 5474.024414
	Iteration 22Q: 3 clusters Score -6237608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6237627.500000 Penalty: 5474.024414
	Iteration 23Q: 3 clusters Score -6237628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6237633.500000 Penalty: 5474.024414
	Iteration 24Q: 3 clusters Score -6237634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6237629.000000 Penalty: 5474.024414
	Iteration 25Q: 3 clusters Score -6237629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6237635.500000 Penalty: 5474.024414
	Iteration 26Q: 3 clusters Score -6237636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6237641.000000 Penalty: 5474.024414
	Iteration 27Q: 3 clusters Score -6237641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6237644.500000 Penalty: 5474.024414
	Iteration 28Q: 3 clusters Score -6237644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6237656.500000 Penalty: 5474.024414
	Iteration 29Q: 3 clusters Score -6237656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6237655.000000 Penalty: 5474.024414
	Iteration 30Q: 3 clusters Score -6237655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6237650.500000 Penalty: 5474.024414
	Iteration 31Q: 3 clusters Score -6237650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6237654.000000 Penalty: 5474.024414
	Iteration 32Q: 3 clusters Score -6237654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6237667.500000 Penalty: 5474.024414
	Iteration 33Q: 3 clusters Score -6237668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6237671.500000 Penalty: 5474.024414
	Iteration 34Q: 3 clusters Score -6237672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6237672.500000 Penalty: 5474.024414
	Iteration 35Q: 3 clusters Score -6237672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6237674.500000 Penalty: 5474.024414
	Iteration 36Q: 3 clusters Score -6237674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6237678.500000 Penalty: 5474.024414
	Iteration 37Q: 3 clusters Score -6237678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6237681.000000 Penalty: 5474.024414
	Iteration 38Q: 3 clusters Score -6237681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6237681.500000 Penalty: 5474.024414
	Iteration 39Q: 3 clusters Score -6237682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6237687.000000 Penalty: 5474.024414
	Iteration 40F: 3 clusters Score -6237687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6237688.000000 Penalty: 5474.024414
	Iteration 41Q: 3 clusters Score -6237688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6237689.000000 Penalty: 5474.024414
	Iteration 42Q: 3 clusters Score -6237689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6237699.000000 Penalty: 5474.024414
	Iteration 43Q: 3 clusters Score -6237699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6237696.000000 Penalty: 5474.024414
	Iteration 44Q: 3 clusters Score -6237696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6237703.500000 Penalty: 5474.024414
	Iteration 45Q: 3 clusters Score -6237704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6237709.000000 Penalty: 5474.024414
	Iteration 46Q: 3 clusters Score -6237709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6237705.500000 Penalty: 5474.024414
	Iteration 47Q: 3 clusters Score -6237706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6237707.500000 Penalty: 5474.024414
	Iteration 48Q: 3 clusters Score -6237708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6237711.000000 Penalty: 5474.024414
	Iteration 49Q: 3 clusters Score -6237711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6237721.000000 Penalty: 5474.024414
	Iteration 50Q: 3 clusters Score -6237721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6237725.500000 Penalty: 5474.024414
	Iteration 51Q: 3 clusters Score -6237726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6237720.000000 Penalty: 5474.024414
	Iteration 52Q: 3 clusters Score -6237720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6237720.000000 Penalty: 5474.024414
	Iteration 53Q: 3 clusters Score -6237720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6237722.500000 Penalty: 5474.024414
	Iteration 54Q: 3 clusters Score -6237722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6237722.000000 Penalty: 5474.024414
	Iteration 55Q: 3 clusters Score -6237722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6237721.500000 Penalty: 5474.024414
	Iteration 56Q: 3 clusters Score -6237722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6237719.500000 Penalty: 5474.024414
	Iteration 57Q: 3 clusters Score -6237720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6237711.500000 Penalty: 5474.024414
	Iteration 58Q: 3 clusters Score -6237712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6237718.500000 Penalty: 5474.024414
	Iteration 59Q: 3 clusters Score -6237718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6237719.000000 Penalty: 5474.024414
	Iteration 60F: 3 clusters Score -6237719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6237723.000000 Penalty: 5474.024414
	Iteration 61Q: 3 clusters Score -6237723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6237715.500000 Penalty: 5474.024414
	Iteration 62Q: 3 clusters Score -6237716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6237717.000000 Penalty: 5474.024414
	Iteration 63Q: 3 clusters Score -6237717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6237720.500000 Penalty: 5474.024414
	Iteration 64Q: 3 clusters Score -6237720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6237720.500000 Penalty: 5474.024414
	Iteration 65Q: 3 clusters Score -6237720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6237721.000000 Penalty: 5474.024414
	Iteration 66Q: 3 clusters Score -6237721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6237718.000000 Penalty: 5474.024414
	Iteration 67Q: 3 clusters Score -6237718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6237721.000000 Penalty: 5474.024414
	Iteration 68Q: 3 clusters Score -6237721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6237718.500000 Penalty: 5474.024414
	Iteration 69Q: 3 clusters Score -6237718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6237722.000000 Penalty: 5474.024414
	Iteration 70Q: 3 clusters Score -6237722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6237718.500000 Penalty: 5474.024414
	Iteration 71Q: 3 clusters Score -6237718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6237720.000000 Penalty: 5474.024414
	Iteration 72Q: 3 clusters Score -6237720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6237716.000000 Penalty: 5474.024414
	Iteration 73Q: 3 clusters Score -6237716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6237716.000000 Penalty: 5474.024414
	Iteration 74F: 3 clusters Score -6237716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Entering Unmasked Estep 
Score: -1396189.625000 Penalty: 2373.439453
	Iteration 0F: 2 clusters Score -1396190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1385724.750000 Penalty: 4746.878906
	Iteration 0F: 3 clusters Score -1385725 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1388937.250000 Penalty: 4746.878906
	Iteration 1F: 3 clusters Score -1388937 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1389331.125000 Penalty: 4746.878906
	Iteration 2F: 3 clusters Score -1389331 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1389671.750000 Penalty: 4746.878906
	Iteration 3F: 3 clusters Score -1389672 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1389977.625000 Penalty: 4746.878906
	Iteration 4Q: 3 clusters Score -1389978 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1390253.125000 Penalty: 4746.878906
	Iteration 5Q: 3 clusters Score -1390253 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1390488.750000 Penalty: 4746.878906
	Iteration 6Q: 3 clusters Score -1390489 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1390717.375000 Penalty: 4746.878906
	Iteration 7Q: 3 clusters Score -1390717 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1390963.875000 Penalty: 4746.878906
	Iteration 8Q: 3 clusters Score -1390964 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1391222.875000 Penalty: 4746.878906
	Iteration 9Q: 3 clusters Score -1391223 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1391502.375000 Penalty: 4746.878906
	Iteration 10Q: 3 clusters Score -1391502 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1391866.375000 Penalty: 4746.878906
	Iteration 11Q: 3 clusters Score -1391866 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1392244.250000 Penalty: 4746.878906
	Iteration 12Q: 3 clusters Score -1392244 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1392620.750000 Penalty: 4746.878906
	Iteration 13Q: 3 clusters Score -1392621 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1392972.000000 Penalty: 4746.878906
	Iteration 14Q: 3 clusters Score -1392972 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1393269.375000 Penalty: 4746.878906
	Iteration 15Q: 3 clusters Score -1393269 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1393483.250000 Penalty: 4746.878906
	Iteration 16Q: 3 clusters Score -1393483 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1393670.250000 Penalty: 4746.878906
	Iteration 17Q: 3 clusters Score -1393670 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1393790.750000 Penalty: 4746.878906
	Iteration 18Q: 3 clusters Score -1393791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1393883.375000 Penalty: 4746.878906
	Iteration 19Q: 3 clusters Score -1393883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1393960.875000 Penalty: 4746.878906
	Iteration 20F: 3 clusters Score -1393961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1394021.125000 Penalty: 4746.878906
	Iteration 21Q: 3 clusters Score -1394021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1394056.625000 Penalty: 4746.878906
	Iteration 22Q: 3 clusters Score -1394057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1394076.500000 Penalty: 4746.878906
	Iteration 23Q: 3 clusters Score -1394076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1394105.250000 Penalty: 4746.878906
	Iteration 24Q: 3 clusters Score -1394105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1394131.875000 Penalty: 4746.878906
	Iteration 25Q: 3 clusters Score -1394132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1394153.250000 Penalty: 4746.878906
	Iteration 26Q: 3 clusters Score -1394153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1394162.125000 Penalty: 4746.878906
	Iteration 27Q: 3 clusters Score -1394162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1394170.500000 Penalty: 4746.878906
	Iteration 28Q: 3 clusters Score -1394170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1394183.125000 Penalty: 4746.878906
	Iteration 29Q: 3 clusters Score -1394183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1394186.750000 Penalty: 4746.878906
	Iteration 30Q: 3 clusters Score -1394187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1394192.625000 Penalty: 4746.878906
	Iteration 31Q: 3 clusters Score -1394193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1394195.625000 Penalty: 4746.878906
	Iteration 32Q: 3 clusters Score -1394196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1394196.250000 Penalty: 4746.878906
	Iteration 33Q: 3 clusters Score -1394196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1394201.500000 Penalty: 4746.878906
	Iteration 34Q: 3 clusters Score -1394202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1394200.375000 Penalty: 4746.878906
	Iteration 35Q: 3 clusters Score -1394200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1394201.250000 Penalty: 4746.878906
	Iteration 36Q: 3 clusters Score -1394201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1394201.250000 Penalty: 4746.878906
	Iteration 37Q: 3 clusters Score -1394201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1394201.250000 Penalty: 4746.878906
	Iteration 38F: 3 clusters Score -1394201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -209063.015625 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -209063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -206034.031250 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -206034 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -206828.640625 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -206828.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -207121.000000 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -207121 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -207347.968750 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -207348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -207505.937500 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -207505.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -207631.500000 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -207631.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -207728.109375 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -207728.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -207802.625000 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -207802.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -207869.015625 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -207869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -207925.968750 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -207926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -207983.687500 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -207983.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -208012.515625 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -208012.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -208032.968750 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -208033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -208048.390625 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -208048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -208055.250000 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -208055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -208059.171875 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -208059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -208061.531250 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -208061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -208062.140625 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -208062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -208062.359375 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -208062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -208062.953125 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -208063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -208064.468750 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -208064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -208065.234375 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -208065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -208065.234375 Penalty: 3921.464844
	Iteration 22F: 3 clusters Score -208065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -348072.312500 Penalty: 2043.681030
	Iteration 0F: 2 clusters Score -348072.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -344335.906250 Penalty: 4087.362061
	Iteration 0F: 3 clusters Score -344335.9 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -345156.750000 Penalty: 4087.362061
	Iteration 1F: 3 clusters Score -345156.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -345331.843750 Penalty: 4087.362061
	Iteration 2F: 3 clusters Score -345331.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -345431.968750 Penalty: 4087.362061
	Iteration 3Q: 3 clusters Score -345432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -345490.812500 Penalty: 4087.362061
	Iteration 4Q: 3 clusters Score -345490.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -345554.531250 Penalty: 4087.362061
	Iteration 5Q: 3 clusters Score -345554.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -345619.656250 Penalty: 4087.362061
	Iteration 6Q: 3 clusters Score -345619.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -345731.843750 Penalty: 4087.362061
	Iteration 7Q: 3 clusters Score -345731.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -345882.375000 Penalty: 4087.362061
	Iteration 8Q: 3 clusters Score -345882.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346042.375000 Penalty: 4087.362061
	Iteration 9Q: 3 clusters Score -346042.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -346235.281250 Penalty: 4087.362061
	Iteration 10Q: 3 clusters Score -346235.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -346442.937500 Penalty: 4087.362061
	Iteration 11Q: 3 clusters Score -346442.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -346614.531250 Penalty: 4087.362061
	Iteration 12Q: 3 clusters Score -346614.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -346764.093750 Penalty: 4087.362061
	Iteration 13Q: 3 clusters Score -346764.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -346877.906250 Penalty: 4087.362061
	Iteration 14Q: 3 clusters Score -346877.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -346950.687500 Penalty: 4087.362061
	Iteration 15Q: 3 clusters Score -346950.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346989.000000 Penalty: 4087.362061
	Iteration 16Q: 3 clusters Score -346989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -347012.812500 Penalty: 4087.362061
	Iteration 17Q: 3 clusters Score -347012.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -347029.093750 Penalty: 4087.362061
	Iteration 18Q: 3 clusters Score -347029.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -347041.906250 Penalty: 4087.362061
	Iteration 19Q: 3 clusters Score -347041.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -347051.906250 Penalty: 4087.362061
	Iteration 20F: 3 clusters Score -347051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -347058.906250 Penalty: 4087.362061
	Iteration 21Q: 3 clusters Score -347058.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -347068.187500 Penalty: 4087.362061
	Iteration 22Q: 3 clusters Score -347068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -347075.218750 Penalty: 4087.362061
	Iteration 23Q: 3 clusters Score -347075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -347081.562500 Penalty: 4087.362061
	Iteration 24Q: 3 clusters Score -347081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -347085.375000 Penalty: 4087.362061
	Iteration 25Q: 3 clusters Score -347085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -347088.968750 Penalty: 4087.362061
	Iteration 26Q: 3 clusters Score -347089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -347090.531250 Penalty: 4087.362061
	Iteration 27Q: 3 clusters Score -347090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -347091.000000 Penalty: 4087.362061
	Iteration 28Q: 3 clusters Score -347091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -347092.218750 Penalty: 4087.362061
	Iteration 29Q: 3 clusters Score -347092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -347092.406250 Penalty: 4087.362061
	Iteration 30Q: 3 clusters Score -347092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -347092.875000 Penalty: 4087.362061
	Iteration 31Q: 3 clusters Score -347092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -347094.343750 Penalty: 4087.362061
	Iteration 32Q: 3 clusters Score -347094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -347096.156250 Penalty: 4087.362061
	Iteration 33Q: 3 clusters Score -347096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -347097.843750 Penalty: 4087.362061
	Iteration 34Q: 3 clusters Score -347097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -347098.000000 Penalty: 4087.362061
	Iteration 35Q: 3 clusters Score -347098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -347098.125000 Penalty: 4087.362061
	Iteration 36Q: 3 clusters Score -347098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -347098.781250 Penalty: 4087.362061
	Iteration 37Q: 3 clusters Score -347098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -347098.781250 Penalty: 4087.362061
	Iteration 38F: 3 clusters Score -347098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Entering Unmasked Estep 
Score: -1521805.000000 Penalty: 2388.656250
	Iteration 0F: 2 clusters Score -1521805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1510745.500000 Penalty: 4777.312500
	Iteration 0F: 3 clusters Score -1510746 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1514321.750000 Penalty: 4777.312500
	Iteration 1F: 3 clusters Score -1514322 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1514736.625000 Penalty: 4777.312500
	Iteration 2F: 3 clusters Score -1514737 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1515084.000000 Penalty: 4777.312500
	Iteration 3F: 3 clusters Score -1515084 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1515450.375000 Penalty: 4777.312500
	Iteration 4Q: 3 clusters Score -1515450 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1515892.750000 Penalty: 4777.312500
	Iteration 5F: 3 clusters Score -1515893 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1516374.250000 Penalty: 4777.312500
	Iteration 6F: 3 clusters Score -1516374 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1516922.250000 Penalty: 4777.312500
	Iteration 7F: 3 clusters Score -1516922 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1517459.125000 Penalty: 4777.312500
	Iteration 8F: 3 clusters Score -1517459 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1517971.125000 Penalty: 4777.312500
	Iteration 9Q: 3 clusters Score -1517971 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1518384.000000 Penalty: 4777.312500
	Iteration 10Q: 3 clusters Score -1518384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1518702.000000 Penalty: 4777.312500
	Iteration 11Q: 3 clusters Score -1518702 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1518930.125000 Penalty: 4777.312500
	Iteration 12Q: 3 clusters Score -1518930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1519085.625000 Penalty: 4777.312500
	Iteration 13Q: 3 clusters Score -1519086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1519208.250000 Penalty: 4777.312500
	Iteration 14Q: 3 clusters Score -1519208 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1519299.125000 Penalty: 4777.312500
	Iteration 15Q: 3 clusters Score -1519299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1519372.000000 Penalty: 4777.312500
	Iteration 16Q: 3 clusters Score -1519372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1519427.625000 Penalty: 4777.312500
	Iteration 17Q: 3 clusters Score -1519428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1519464.250000 Penalty: 4777.312500
	Iteration 18Q: 3 clusters Score -1519464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1519508.250000 Penalty: 4777.312500
	Iteration 19Q: 3 clusters Score -1519508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1519533.750000 Penalty: 4777.312500
	Iteration 20F: 3 clusters Score -1519534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1519556.875000 Penalty: 4777.312500
	Iteration 21Q: 3 clusters Score -1519557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1519579.000000 Penalty: 4777.312500
	Iteration 22Q: 3 clusters Score -1519579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1519603.000000 Penalty: 4777.312500
	Iteration 23Q: 3 clusters Score -1519603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1519620.500000 Penalty: 4777.312500
	Iteration 24Q: 3 clusters Score -1519620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1519640.625000 Penalty: 4777.312500
	Iteration 25Q: 3 clusters Score -1519641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1519661.125000 Penalty: 4777.312500
	Iteration 26Q: 3 clusters Score -1519661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1519674.000000 Penalty: 4777.312500
	Iteration 27Q: 3 clusters Score -1519674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1519680.375000 Penalty: 4777.312500
	Iteration 28Q: 3 clusters Score -1519680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1519683.250000 Penalty: 4777.312500
	Iteration 29Q: 3 clusters Score -1519683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1519684.250000 Penalty: 4777.312500
	Iteration 30Q: 3 clusters Score -1519684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1519689.000000 Penalty: 4777.312500
	Iteration 31Q: 3 clusters Score -1519689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1519691.250000 Penalty: 4777.312500
	Iteration 32Q: 3 clusters Score -1519691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1519694.750000 Penalty: 4777.312500
	Iteration 33Q: 3 clusters Score -1519695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1519699.000000 Penalty: 4777.312500
	Iteration 34Q: 3 clusters Score -1519699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1519700.500000 Penalty: 4777.312500
	Iteration 35Q: 3 clusters Score -1519700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1519702.375000 Penalty: 4777.312500
	Iteration 36Q: 3 clusters Score -1519702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1519706.125000 Penalty: 4777.312500
	Iteration 37Q: 3 clusters Score -1519706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1519713.000000 Penalty: 4777.312500
	Iteration 38Q: 3 clusters Score -1519713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1519715.500000 Penalty: 4777.312500
	Iteration 39Q: 3 clusters Score -1519716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1519719.375000 Penalty: 4777.312500
	Iteration 40F: 3 clusters Score -1519719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1519721.500000 Penalty: 4777.312500
	Iteration 41Q: 3 clusters Score -1519722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1519724.125000 Penalty: 4777.312500
	Iteration 42Q: 3 clusters Score -1519724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1519726.125000 Penalty: 4777.312500
	Iteration 43Q: 3 clusters Score -1519726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1519729.875000 Penalty: 4777.312500
	Iteration 44Q: 3 clusters Score -1519730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1519737.625000 Penalty: 4777.312500
	Iteration 45Q: 3 clusters Score -1519738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1519739.000000 Penalty: 4777.312500
	Iteration 46Q: 3 clusters Score -1519739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1519742.500000 Penalty: 4777.312500
	Iteration 47Q: 3 clusters Score -1519742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1519744.625000 Penalty: 4777.312500
	Iteration 48Q: 3 clusters Score -1519745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1519744.250000 Penalty: 4777.312500
	Iteration 49Q: 3 clusters Score -1519744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1519744.250000 Penalty: 4777.312500
	Iteration 50F: 3 clusters Score -1519744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -721743.812500 Penalty: 2225.170898
	Iteration 0F: 2 clusters Score -721743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -715434.625000 Penalty: 4450.341797
	Iteration 0F: 3 clusters Score -715434.6 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -717212.750000 Penalty: 4450.341797
	Iteration 1F: 3 clusters Score -717212.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -717550.750000 Penalty: 4450.341797
	Iteration 2F: 3 clusters Score -717550.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -717878.437500 Penalty: 4450.341797
	Iteration 3F: 3 clusters Score -717878.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -718184.687500 Penalty: 4450.341797
	Iteration 4F: 3 clusters Score -718184.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -718447.125000 Penalty: 4450.341797
	Iteration 5Q: 3 clusters Score -718447.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -718703.625000 Penalty: 4450.341797
	Iteration 6Q: 3 clusters Score -718703.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -718905.062500 Penalty: 4450.341797
	Iteration 7Q: 3 clusters Score -718905.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -719050.062500 Penalty: 4450.341797
	Iteration 8Q: 3 clusters Score -719050.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -719151.687500 Penalty: 4450.341797
	Iteration 9Q: 3 clusters Score -719151.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -719252.187500 Penalty: 4450.341797
	Iteration 10Q: 3 clusters Score -719252.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -719338.812500 Penalty: 4450.341797
	Iteration 11Q: 3 clusters Score -719338.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -719414.750000 Penalty: 4450.341797
	Iteration 12Q: 3 clusters Score -719414.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -719487.187500 Penalty: 4450.341797
	Iteration 13Q: 3 clusters Score -719487.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -719555.125000 Penalty: 4450.341797
	Iteration 14Q: 3 clusters Score -719555.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -719632.125000 Penalty: 4450.341797
	Iteration 15Q: 3 clusters Score -719632.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -719714.812500 Penalty: 4450.341797
	Iteration 16Q: 3 clusters Score -719714.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -719788.062500 Penalty: 4450.341797
	Iteration 17Q: 3 clusters Score -719788.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -719868.187500 Penalty: 4450.341797
	Iteration 18Q: 3 clusters Score -719868.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -719962.187500 Penalty: 4450.341797
	Iteration 19Q: 3 clusters Score -719962.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -720059.750000 Penalty: 4450.341797
	Iteration 20F: 3 clusters Score -720059.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -720146.500000 Penalty: 4450.341797
	Iteration 21Q: 3 clusters Score -720146.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -720218.812500 Penalty: 4450.341797
	Iteration 22Q: 3 clusters Score -720218.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -720290.437500 Penalty: 4450.341797
	Iteration 23Q: 3 clusters Score -720290.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -720361.937500 Penalty: 4450.341797
	Iteration 24Q: 3 clusters Score -720361.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -720435.937500 Penalty: 4450.341797
	Iteration 25Q: 3 clusters Score -720435.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -720500.375000 Penalty: 4450.341797
	Iteration 26Q: 3 clusters Score -720500.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -720569.187500 Penalty: 4450.341797
	Iteration 27Q: 3 clusters Score -720569.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -720624.937500 Penalty: 4450.341797
	Iteration 28Q: 3 clusters Score -720624.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -720683.312500 Penalty: 4450.341797
	Iteration 29Q: 3 clusters Score -720683.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -720728.875000 Penalty: 4450.341797
	Iteration 30Q: 3 clusters Score -720728.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -720760.500000 Penalty: 4450.341797
	Iteration 31Q: 3 clusters Score -720760.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -720802.375000 Penalty: 4450.341797
	Iteration 32Q: 3 clusters Score -720802.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -720829.125000 Penalty: 4450.341797
	Iteration 33Q: 3 clusters Score -720829.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -720849.750000 Penalty: 4450.341797
	Iteration 34Q: 3 clusters Score -720849.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -720865.500000 Penalty: 4450.341797
	Iteration 35Q: 3 clusters Score -720865.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -720878.875000 Penalty: 4450.341797
	Iteration 36Q: 3 clusters Score -720878.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -720895.375000 Penalty: 4450.341797
	Iteration 37Q: 3 clusters Score -720895.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -720903.562500 Penalty: 4450.341797
	Iteration 38Q: 3 clusters Score -720903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -720909.000000 Penalty: 4450.341797
	Iteration 39Q: 3 clusters Score -720909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -720914.875000 Penalty: 4450.341797
	Iteration 40F: 3 clusters Score -720914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -720923.000000 Penalty: 4450.341797
	Iteration 41Q: 3 clusters Score -720923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -720925.250000 Penalty: 4450.341797
	Iteration 42Q: 3 clusters Score -720925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -720928.312500 Penalty: 4450.341797
	Iteration 43Q: 3 clusters Score -720928.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -720933.375000 Penalty: 4450.341797
	Iteration 44Q: 3 clusters Score -720933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -720936.000000 Penalty: 4450.341797
	Iteration 45Q: 3 clusters Score -720936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -720938.625000 Penalty: 4450.341797
	Iteration 46Q: 3 clusters Score -720938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -720939.125000 Penalty: 4450.341797
	Iteration 47Q: 3 clusters Score -720939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -720942.437500 Penalty: 4450.341797
	Iteration 48Q: 3 clusters Score -720942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -720944.500000 Penalty: 4450.341797
	Iteration 49Q: 3 clusters Score -720944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -720944.125000 Penalty: 4450.341797
	Iteration 50Q: 3 clusters Score -720944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -720947.125000 Penalty: 4450.341797
	Iteration 51Q: 3 clusters Score -720947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -720949.625000 Penalty: 4450.341797
	Iteration 52Q: 3 clusters Score -720949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -720953.562500 Penalty: 4450.341797
	Iteration 53Q: 3 clusters Score -720953.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -720958.062500 Penalty: 4450.341797
	Iteration 54Q: 3 clusters Score -720958.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -720959.437500 Penalty: 4450.341797
	Iteration 55Q: 3 clusters Score -720959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -720960.750000 Penalty: 4450.341797
	Iteration 56Q: 3 clusters Score -720960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -720960.750000 Penalty: 4450.341797
	Iteration 57F: 3 clusters Score -720960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -347140.906250 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -347140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -343470.375000 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -343470.4 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -344334.531250 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -344334.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -344540.937500 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -344540.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -344671.093750 Penalty: 4075.849609
	Iteration 3F: 3 clusters Score -344671.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -344774.562500 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -344774.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -344849.531250 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -344849.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -344906.781250 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -344906.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -344949.812500 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -344949.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -344984.125000 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -344984.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -345008.875000 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -345008.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -345031.781250 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -345031.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -345050.937500 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -345050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -345069.156250 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -345069.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345085.218750 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -345085.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -345100.218750 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -345100.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -345112.156250 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -345112.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -345120.875000 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -345120.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345127.656250 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -345127.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345136.250000 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -345136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -345141.218750 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -345141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345142.687500 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -345142.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345144.625000 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -345144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345146.093750 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -345146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -345147.031250 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -345147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -345147.625000 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -345147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -345147.625000 Penalty: 4075.849609
	Iteration 25F: 3 clusters Score -345147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -557790.250000 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -557790.2 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 2831 members 
Entering Unmasked Estep 
Score: -552978.687500 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -552978.7 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -554211.187500 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -554211.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -554397.000000 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -554397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -554528.625000 Penalty: 4273.781738
	Iteration 3Q: 3 clusters Score -554528.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -554637.125000 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -554637.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -554732.062500 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -554732.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -554825.875000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -554825.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -554928.437500 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -554928.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -555018.000000 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -555018 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -555118.750000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -555118.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -555230.812500 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -555230.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -555336.000000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -555336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -555429.500000 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -555429.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -555511.125000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -555511.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -555572.562500 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -555572.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -555624.250000 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -555624.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -555671.812500 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -555671.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -555714.375000 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -555714.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -555749.250000 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -555749.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -555767.375000 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -555767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -555778.312500 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -555778.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -555788.937500 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -555788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -555800.562500 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -555800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -555810.312500 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -555810.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -555817.687500 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -555817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -555825.375000 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -555825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -555831.125000 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -555831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -555833.562500 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -555833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -555840.437500 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -555840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -555845.812500 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -555845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -555850.562500 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -555850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -555854.437500 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -555854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -555857.750000 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -555857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -555861.500000 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -555861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -555864.812500 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -555864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -555871.375000 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -555871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -555874.437500 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -555874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -555877.500000 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -555877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -555882.937500 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -555882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -555888.125000 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -555888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -555897.187500 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -555897.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -555905.500000 Penalty: 4273.781738
	Iteration 41Q: 3 clusters Score -555905.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -555915.000000 Penalty: 4273.781738
	Iteration 42Q: 3 clusters Score -555915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -555920.375000 Penalty: 4273.781738
	Iteration 43Q: 3 clusters Score -555920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -555923.250000 Penalty: 4273.781738
	Iteration 44Q: 3 clusters Score -555923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -555925.187500 Penalty: 4273.781738
	Iteration 45Q: 3 clusters Score -555925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -555931.687500 Penalty: 4273.781738
	Iteration 46Q: 3 clusters Score -555931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -555935.812500 Penalty: 4273.781738
	Iteration 47Q: 3 clusters Score -555935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -555940.937500 Penalty: 4273.781738
	Iteration 48Q: 3 clusters Score -555940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -555945.437500 Penalty: 4273.781738
	Iteration 49Q: 3 clusters Score -555945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -555947.750000 Penalty: 4273.781738
	Iteration 50Q: 3 clusters Score -555947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -555950.250000 Penalty: 4273.781738
	Iteration 51Q: 3 clusters Score -555950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -555951.437500 Penalty: 4273.781738
	Iteration 52Q: 3 clusters Score -555951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -555951.437500 Penalty: 4273.781738
	Iteration 53F: 3 clusters Score -555951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Entering Unmasked Estep 
Score: -1037573.062500 Penalty: 2308.813965
	Iteration 0F: 2 clusters Score -1037573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1029262.750000 Penalty: 4617.627930
	Iteration 0F: 3 clusters Score -1029263 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1031973.187500 Penalty: 4617.627930
	Iteration 1F: 3 clusters Score -1031973 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1032391.000000 Penalty: 4617.627930
	Iteration 2F: 3 clusters Score -1032391 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1032720.062500 Penalty: 4617.627930
	Iteration 3F: 3 clusters Score -1032720 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1032992.312500 Penalty: 4617.627930
	Iteration 4Q: 3 clusters Score -1032992 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1033239.062500 Penalty: 4617.627930
	Iteration 5Q: 3 clusters Score -1033239 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1033479.500000 Penalty: 4617.627930
	Iteration 6Q: 3 clusters Score -1033480 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1033722.062500 Penalty: 4617.627930
	Iteration 7Q: 3 clusters Score -1033722 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1033967.062500 Penalty: 4617.627930
	Iteration 8Q: 3 clusters Score -1033967 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1034213.937500 Penalty: 4617.627930
	Iteration 9Q: 3 clusters Score -1034214 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1034494.062500 Penalty: 4617.627930
	Iteration 10Q: 3 clusters Score -1034494 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1034866.937500 Penalty: 4617.627930
	Iteration 11Q: 3 clusters Score -1034867 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1035159.687500 Penalty: 4617.627930
	Iteration 12Q: 3 clusters Score -1035160 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1035382.750000 Penalty: 4617.627930
	Iteration 13Q: 3 clusters Score -1035383 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1035544.875000 Penalty: 4617.627930
	Iteration 14Q: 3 clusters Score -1035545 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1035647.437500 Penalty: 4617.627930
	Iteration 15Q: 3 clusters Score -1035647 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1035739.187500 Penalty: 4617.627930
	Iteration 16Q: 3 clusters Score -1035739 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1035831.250000 Penalty: 4617.627930
	Iteration 17Q: 3 clusters Score -1035831 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1035906.125000 Penalty: 4617.627930
	Iteration 18Q: 3 clusters Score -1035906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1035957.875000 Penalty: 4617.627930
	Iteration 19Q: 3 clusters Score -1035958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1036008.437500 Penalty: 4617.627930
	Iteration 20F: 3 clusters Score -1036008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1036047.187500 Penalty: 4617.627930
	Iteration 21Q: 3 clusters Score -1036047 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1036090.000000 Penalty: 4617.627930
	Iteration 22Q: 3 clusters Score -1036090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1036152.000000 Penalty: 4617.627930
	Iteration 23Q: 3 clusters Score -1036152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1036201.625000 Penalty: 4617.627930
	Iteration 24Q: 3 clusters Score -1036202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1036252.625000 Penalty: 4617.627930
	Iteration 25Q: 3 clusters Score -1036253 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1036298.625000 Penalty: 4617.627930
	Iteration 26Q: 3 clusters Score -1036299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1036352.500000 Penalty: 4617.627930
	Iteration 27Q: 3 clusters Score -1036352 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1036411.687500 Penalty: 4617.627930
	Iteration 28Q: 3 clusters Score -1036412 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1036470.562500 Penalty: 4617.627930
	Iteration 29Q: 3 clusters Score -1036471 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1036534.750000 Penalty: 4617.627930
	Iteration 30Q: 3 clusters Score -1036535 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1036599.812500 Penalty: 4617.627930
	Iteration 31Q: 3 clusters Score -1036600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1036666.750000 Penalty: 4617.627930
	Iteration 32Q: 3 clusters Score -1036667 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1036730.000000 Penalty: 4617.627930
	Iteration 33Q: 3 clusters Score -1036730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1036795.062500 Penalty: 4617.627930
	Iteration 34Q: 3 clusters Score -1036795 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1036853.812500 Penalty: 4617.627930
	Iteration 35Q: 3 clusters Score -1036854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1036915.312500 Penalty: 4617.627930
	Iteration 36Q: 3 clusters Score -1036915 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1036962.687500 Penalty: 4617.627930
	Iteration 37Q: 3 clusters Score -1036963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1037001.125000 Penalty: 4617.627930
	Iteration 38Q: 3 clusters Score -1037001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1037042.250000 Penalty: 4617.627930
	Iteration 39Q: 3 clusters Score -1037042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1037080.500000 Penalty: 4617.627930
	Iteration 40F: 3 clusters Score -1037080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1037104.625000 Penalty: 4617.627930
	Iteration 41Q: 3 clusters Score -1037105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1037120.000000 Penalty: 4617.627930
	Iteration 42Q: 3 clusters Score -1037120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1037133.062500 Penalty: 4617.627930
	Iteration 43Q: 3 clusters Score -1037133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1037145.812500 Penalty: 4617.627930
	Iteration 44Q: 3 clusters Score -1037146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1037159.000000 Penalty: 4617.627930
	Iteration 45Q: 3 clusters Score -1037159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1037169.562500 Penalty: 4617.627930
	Iteration 46Q: 3 clusters Score -1037170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1037179.250000 Penalty: 4617.627930
	Iteration 47Q: 3 clusters Score -1037179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1037188.875000 Penalty: 4617.627930
	Iteration 48Q: 3 clusters Score -1037189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1037189.437500 Penalty: 4617.627930
	Iteration 49Q: 3 clusters Score -1037189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1037194.437500 Penalty: 4617.627930
	Iteration 50Q: 3 clusters Score -1037194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1037201.375000 Penalty: 4617.627930
	Iteration 51Q: 3 clusters Score -1037201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1037203.562500 Penalty: 4617.627930
	Iteration 52Q: 3 clusters Score -1037204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1037205.062500 Penalty: 4617.627930
	Iteration 53Q: 3 clusters Score -1037205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1037207.437500 Penalty: 4617.627930
	Iteration 54Q: 3 clusters Score -1037207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1037209.062500 Penalty: 4617.627930
	Iteration 55Q: 3 clusters Score -1037209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1037212.687500 Penalty: 4617.627930
	Iteration 56Q: 3 clusters Score -1037213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1037215.875000 Penalty: 4617.627930
	Iteration 57Q: 3 clusters Score -1037216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1037216.187500 Penalty: 4617.627930
	Iteration 58Q: 3 clusters Score -1037216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1037223.187500 Penalty: 4617.627930
	Iteration 59Q: 3 clusters Score -1037223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1037224.437500 Penalty: 4617.627930
	Iteration 60F: 3 clusters Score -1037224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1037221.937500 Penalty: 4617.627930
	Iteration 61Q: 3 clusters Score -1037222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1037225.000000 Penalty: 4617.627930
	Iteration 62Q: 3 clusters Score -1037225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1037223.312500 Penalty: 4617.627930
	Iteration 63Q: 3 clusters Score -1037223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1037227.937500 Penalty: 4617.627930
	Iteration 64Q: 3 clusters Score -1037228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1037230.937500 Penalty: 4617.627930
	Iteration 65Q: 3 clusters Score -1037231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1037231.812500 Penalty: 4617.627930
	Iteration 66Q: 3 clusters Score -1037232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1037231.937500 Penalty: 4617.627930
	Iteration 67Q: 3 clusters Score -1037232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1037234.375000 Penalty: 4617.627930
	Iteration 68Q: 3 clusters Score -1037234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1037237.500000 Penalty: 4617.627930
	Iteration 69Q: 3 clusters Score -1037238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1037242.250000 Penalty: 4617.627930
	Iteration 70Q: 3 clusters Score -1037242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1037243.187500 Penalty: 4617.627930
	Iteration 71Q: 3 clusters Score -1037243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1037241.687500 Penalty: 4617.627930
	Iteration 72Q: 3 clusters Score -1037242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1037243.687500 Penalty: 4617.627930
	Iteration 73Q: 3 clusters Score -1037244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1037243.937500 Penalty: 4617.627930
	Iteration 74Q: 3 clusters Score -1037244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1037243.687500 Penalty: 4617.627930
	Iteration 75Q: 3 clusters Score -1037244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1037243.687500 Penalty: 4617.627930
	Iteration 76F: 3 clusters Score -1037244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -2278622.750000 Penalty: 2481.801025
	Iteration 0F: 2 clusters Score -2278623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2263157.250000 Penalty: 4963.602051
	Iteration 0F: 3 clusters Score -2263157 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2268893.250000 Penalty: 4963.602051
	Iteration 1F: 3 clusters Score -2268893 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2270086.000000 Penalty: 4963.602051
	Iteration 2F: 3 clusters Score -2270086 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2271607.250000 Penalty: 4963.602051
	Iteration 3F: 3 clusters Score -2271607 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2273052.750000 Penalty: 4963.602051
	Iteration 4F: 3 clusters Score -2273053 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2274044.250000 Penalty: 4963.602051
	Iteration 5F: 3 clusters Score -2274044 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2274590.750000 Penalty: 4963.602051
	Iteration 6Q: 3 clusters Score -2274591 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2274891.250000 Penalty: 4963.602051
	Iteration 7Q: 3 clusters Score -2274891 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2275084.500000 Penalty: 4963.602051
	Iteration 8Q: 3 clusters Score -2275084 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2275204.500000 Penalty: 4963.602051
	Iteration 9Q: 3 clusters Score -2275204 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2275323.500000 Penalty: 4963.602051
	Iteration 10Q: 3 clusters Score -2275324 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2275419.250000 Penalty: 4963.602051
	Iteration 11Q: 3 clusters Score -2275419 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2275522.000000 Penalty: 4963.602051
	Iteration 12Q: 3 clusters Score -2275522 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2275606.250000 Penalty: 4963.602051
	Iteration 13Q: 3 clusters Score -2275606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2275693.750000 Penalty: 4963.602051
	Iteration 14Q: 3 clusters Score -2275694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2275774.750000 Penalty: 4963.602051
	Iteration 15Q: 3 clusters Score -2275775 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2275869.500000 Penalty: 4963.602051
	Iteration 16Q: 3 clusters Score -2275870 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2275965.000000 Penalty: 4963.602051
	Iteration 17Q: 3 clusters Score -2275965 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2276040.750000 Penalty: 4963.602051
	Iteration 18Q: 3 clusters Score -2276041 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2276113.000000 Penalty: 4963.602051
	Iteration 19Q: 3 clusters Score -2276113 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2276167.250000 Penalty: 4963.602051
	Iteration 20F: 3 clusters Score -2276167 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2276231.000000 Penalty: 4963.602051
	Iteration 21Q: 3 clusters Score -2276231 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2276266.500000 Penalty: 4963.602051
	Iteration 22Q: 3 clusters Score -2276266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2276337.250000 Penalty: 4963.602051
	Iteration 23Q: 3 clusters Score -2276337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2276389.250000 Penalty: 4963.602051
	Iteration 24Q: 3 clusters Score -2276389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2276439.500000 Penalty: 4963.602051
	Iteration 25Q: 3 clusters Score -2276440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2276464.000000 Penalty: 4963.602051
	Iteration 26Q: 3 clusters Score -2276464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2276499.500000 Penalty: 4963.602051
	Iteration 27Q: 3 clusters Score -2276500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2276525.500000 Penalty: 4963.602051
	Iteration 28Q: 3 clusters Score -2276526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2276549.250000 Penalty: 4963.602051
	Iteration 29Q: 3 clusters Score -2276549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2276565.750000 Penalty: 4963.602051
	Iteration 30Q: 3 clusters Score -2276566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2276574.000000 Penalty: 4963.602051
	Iteration 31Q: 3 clusters Score -2276574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2276582.500000 Penalty: 4963.602051
	Iteration 32Q: 3 clusters Score -2276582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2276600.250000 Penalty: 4963.602051
	Iteration 33Q: 3 clusters Score -2276600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2276612.500000 Penalty: 4963.602051
	Iteration 34Q: 3 clusters Score -2276612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2276621.500000 Penalty: 4963.602051
	Iteration 35Q: 3 clusters Score -2276622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2276633.000000 Penalty: 4963.602051
	Iteration 36Q: 3 clusters Score -2276633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2276639.750000 Penalty: 4963.602051
	Iteration 37Q: 3 clusters Score -2276640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2276642.000000 Penalty: 4963.602051
	Iteration 38Q: 3 clusters Score -2276642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2276641.250000 Penalty: 4963.602051
	Iteration 39Q: 3 clusters Score -2276641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2276643.000000 Penalty: 4963.602051
	Iteration 40F: 3 clusters Score -2276643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2276646.750000 Penalty: 4963.602051
	Iteration 41Q: 3 clusters Score -2276647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2276649.000000 Penalty: 4963.602051
	Iteration 42Q: 3 clusters Score -2276649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2276650.250000 Penalty: 4963.602051
	Iteration 43Q: 3 clusters Score -2276650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2276653.500000 Penalty: 4963.602051
	Iteration 44Q: 3 clusters Score -2276654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2276653.750000 Penalty: 4963.602051
	Iteration 45Q: 3 clusters Score -2276654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2276656.000000 Penalty: 4963.602051
	Iteration 46Q: 3 clusters Score -2276656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2276655.750000 Penalty: 4963.602051
	Iteration 47Q: 3 clusters Score -2276656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2276659.000000 Penalty: 4963.602051
	Iteration 48Q: 3 clusters Score -2276659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2276656.500000 Penalty: 4963.602051
	Iteration 49Q: 3 clusters Score -2276656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2276659.000000 Penalty: 4963.602051
	Iteration 50Q: 3 clusters Score -2276659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2276662.250000 Penalty: 4963.602051
	Iteration 51Q: 3 clusters Score -2276662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2276663.250000 Penalty: 4963.602051
	Iteration 52Q: 3 clusters Score -2276663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2276663.250000 Penalty: 4963.602051
	Iteration 53F: 3 clusters Score -2276663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Entering Unmasked Estep 
Score: -10022260.000000 Penalty: 2862.714111
	Iteration 0F: 2 clusters Score -1.002226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -9953260.000000 Penalty: 5725.428223
	Iteration 0F: 3 clusters Score -9953260 nChanged 48853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -9981368.000000 Penalty: 5725.428223
	Iteration 1F: 3 clusters Score -9981368 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -9982525.000000 Penalty: 5725.428223
	Iteration 2Q: 3 clusters Score -9982525 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -9984213.000000 Penalty: 5725.428223
	Iteration 3Q: 3 clusters Score -9984213 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -9986594.000000 Penalty: 5725.428223
	Iteration 4Q: 3 clusters Score -9986594 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -9990017.000000 Penalty: 5725.428223
	Iteration 5F: 3 clusters Score -9990017 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -9993899.000000 Penalty: 5725.428223
	Iteration 6F: 3 clusters Score -9993899 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -9997601.000000 Penalty: 5725.428223
	Iteration 7F: 3 clusters Score -9997601 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -10000438.000000 Penalty: 5725.428223
	Iteration 8F: 3 clusters Score -1.000044e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -10002219.000000 Penalty: 5725.428223
	Iteration 9Q: 3 clusters Score -1.000222e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -10003394.000000 Penalty: 5725.428223
	Iteration 10Q: 3 clusters Score -1.000339e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -10004172.000000 Penalty: 5725.428223
	Iteration 11Q: 3 clusters Score -1.000417e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -10004804.000000 Penalty: 5725.428223
	Iteration 12Q: 3 clusters Score -1.00048e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -10005509.000000 Penalty: 5725.428223
	Iteration 13Q: 3 clusters Score -1.000551e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -10006231.000000 Penalty: 5725.428223
	Iteration 14Q: 3 clusters Score -1.000623e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -10006861.000000 Penalty: 5725.428223
	Iteration 15Q: 3 clusters Score -1.000686e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -10007436.000000 Penalty: 5725.428223
	Iteration 16Q: 3 clusters Score -1.000744e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -10007847.000000 Penalty: 5725.428223
	Iteration 17Q: 3 clusters Score -1.000785e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -10008268.000000 Penalty: 5725.428223
	Iteration 18Q: 3 clusters Score -1.000827e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -10008535.000000 Penalty: 5725.428223
	Iteration 19Q: 3 clusters Score -1.000854e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -10008815.000000 Penalty: 5725.428223
	Iteration 20F: 3 clusters Score -1.000882e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -10009077.000000 Penalty: 5725.428223
	Iteration 21Q: 3 clusters Score -1.000908e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -10009456.000000 Penalty: 5725.428223
	Iteration 22Q: 3 clusters Score -1.000946e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -10009787.000000 Penalty: 5725.428223
	Iteration 23Q: 3 clusters Score -1.000979e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -10010072.000000 Penalty: 5725.428223
	Iteration 24Q: 3 clusters Score -1.001007e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -10010359.000000 Penalty: 5725.428223
	Iteration 25Q: 3 clusters Score -1.001036e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -10010767.000000 Penalty: 5725.428223
	Iteration 26Q: 3 clusters Score -1.001077e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -10011108.000000 Penalty: 5725.428223
	Iteration 27Q: 3 clusters Score -1.001111e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -10011482.000000 Penalty: 5725.428223
	Iteration 28Q: 3 clusters Score -1.001148e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -10011902.000000 Penalty: 5725.428223
	Iteration 29Q: 3 clusters Score -1.00119e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -10012385.000000 Penalty: 5725.428223
	Iteration 30Q: 3 clusters Score -1.001238e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -10012846.000000 Penalty: 5725.428223
	Iteration 31Q: 3 clusters Score -1.001285e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -10013321.000000 Penalty: 5725.428223
	Iteration 32Q: 3 clusters Score -1.001332e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -10013796.000000 Penalty: 5725.428223
	Iteration 33Q: 3 clusters Score -1.00138e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -10014320.000000 Penalty: 5725.428223
	Iteration 34Q: 3 clusters Score -1.001432e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -10014750.000000 Penalty: 5725.428223
	Iteration 35Q: 3 clusters Score -1.001475e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -10015224.000000 Penalty: 5725.428223
	Iteration 36Q: 3 clusters Score -1.001522e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -10015620.000000 Penalty: 5725.428223
	Iteration 37Q: 3 clusters Score -1.001562e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -10016026.000000 Penalty: 5725.428223
	Iteration 38Q: 3 clusters Score -1.001603e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -10016410.000000 Penalty: 5725.428223
	Iteration 39Q: 3 clusters Score -1.001641e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -10016805.000000 Penalty: 5725.428223
	Iteration 40F: 3 clusters Score -1.00168e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -10017191.000000 Penalty: 5725.428223
	Iteration 41Q: 3 clusters Score -1.001719e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -10017564.000000 Penalty: 5725.428223
	Iteration 42Q: 3 clusters Score -1.001756e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -10017867.000000 Penalty: 5725.428223
	Iteration 43Q: 3 clusters Score -1.001787e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -10018192.000000 Penalty: 5725.428223
	Iteration 44Q: 3 clusters Score -1.001819e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -10018436.000000 Penalty: 5725.428223
	Iteration 45Q: 3 clusters Score -1.001844e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -10018677.000000 Penalty: 5725.428223
	Iteration 46Q: 3 clusters Score -1.001868e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -10018872.000000 Penalty: 5725.428223
	Iteration 47Q: 3 clusters Score -1.001887e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -10019013.000000 Penalty: 5725.428223
	Iteration 48Q: 3 clusters Score -1.001901e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -10019166.000000 Penalty: 5725.428223
	Iteration 49Q: 3 clusters Score -1.001917e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -10019265.000000 Penalty: 5725.428223
	Iteration 50Q: 3 clusters Score -1.001926e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -10019358.000000 Penalty: 5725.428223
	Iteration 51Q: 3 clusters Score -1.001936e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -10019433.000000 Penalty: 5725.428223
	Iteration 52Q: 3 clusters Score -1.001943e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -10019494.000000 Penalty: 5725.428223
	Iteration 53Q: 3 clusters Score -1.001949e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -10019536.000000 Penalty: 5725.428223
	Iteration 54Q: 3 clusters Score -1.001954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -10019578.000000 Penalty: 5725.428223
	Iteration 55Q: 3 clusters Score -1.001958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -10019609.000000 Penalty: 5725.428223
	Iteration 56Q: 3 clusters Score -1.001961e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -10019630.000000 Penalty: 5725.428223
	Iteration 57Q: 3 clusters Score -1.001963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -10019639.000000 Penalty: 5725.428223
	Iteration 58Q: 3 clusters Score -1.001964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -10019642.000000 Penalty: 5725.428223
	Iteration 59Q: 3 clusters Score -1.001964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -10019673.000000 Penalty: 5725.428223
	Iteration 60F: 3 clusters Score -1.001967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -10019680.000000 Penalty: 5725.428223
	Iteration 61Q: 3 clusters Score -1.001968e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -10019695.000000 Penalty: 5725.428223
	Iteration 62Q: 3 clusters Score -1.00197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -10019706.000000 Penalty: 5725.428223
	Iteration 63Q: 3 clusters Score -1.001971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -10019713.000000 Penalty: 5725.428223
	Iteration 64Q: 3 clusters Score -1.001971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -10019725.000000 Penalty: 5725.428223
	Iteration 65Q: 3 clusters Score -1.001972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 102147 members 
Entering Unmasked Estep 
Score: -10019754.000000 Penalty: 5725.428223
	Iteration 66Q: 3 clusters Score -1.001975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -10019759.000000 Penalty: 5725.428223
	Iteration 67Q: 3 clusters Score -1.001976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -10019763.000000 Penalty: 5725.428223
	Iteration 68Q: 3 clusters Score -1.001976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 102184 members 
Entering Unmasked Estep 
Score: -10019765.000000 Penalty: 5725.428223
	Iteration 69Q: 3 clusters Score -1.001976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -10019775.000000 Penalty: 5725.428223
	Iteration 70Q: 3 clusters Score -1.001978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -10019784.000000 Penalty: 5725.428223
	Iteration 71Q: 3 clusters Score -1.001978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -10019792.000000 Penalty: 5725.428223
	Iteration 72Q: 3 clusters Score -1.001979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -10019800.000000 Penalty: 5725.428223
	Iteration 73Q: 3 clusters Score -1.00198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 102219 members 
Entering Unmasked Estep 
Score: -10019798.000000 Penalty: 5725.428223
	Iteration 74Q: 3 clusters Score -1.00198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -10019794.000000 Penalty: 5725.428223
	Iteration 75Q: 3 clusters Score -1.001979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -10019810.000000 Penalty: 5725.428223
	Iteration 76Q: 3 clusters Score -1.001981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -10019804.000000 Penalty: 5725.428223
	Iteration 77Q: 3 clusters Score -1.00198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -10019807.000000 Penalty: 5725.428223
	Iteration 78Q: 3 clusters Score -1.001981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -10019813.000000 Penalty: 5725.428223
	Iteration 79Q: 3 clusters Score -1.001981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -10019807.000000 Penalty: 5725.428223
	Iteration 80F: 3 clusters Score -1.001981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -10019825.000000 Penalty: 5725.428223
	Iteration 81Q: 3 clusters Score -1.001982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -10019815.000000 Penalty: 5725.428223
	Iteration 82Q: 3 clusters Score -1.001982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -10019823.000000 Penalty: 5725.428223
	Iteration 83Q: 3 clusters Score -1.001982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -10019835.000000 Penalty: 5725.428223
	Iteration 84Q: 3 clusters Score -1.001984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -10019831.000000 Penalty: 5725.428223
	Iteration 85Q: 3 clusters Score -1.001983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -10019830.000000 Penalty: 5725.428223
	Iteration 86Q: 3 clusters Score -1.001983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -10019833.000000 Penalty: 5725.428223
	Iteration 87Q: 3 clusters Score -1.001983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -10019824.000000 Penalty: 5725.428223
	Iteration 88Q: 3 clusters Score -1.001982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -10019833.000000 Penalty: 5725.428223
	Iteration 89Q: 3 clusters Score -1.001983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -10019833.000000 Penalty: 5725.428223
	Iteration 90F: 3 clusters Score -1.001983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -701185.937500 Penalty: 2217.859863
	Iteration 0F: 2 clusters Score -701185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -695004.750000 Penalty: 4435.719727
	Iteration 0F: 3 clusters Score -695004.8 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -696735.750000 Penalty: 4435.719727
	Iteration 1F: 3 clusters Score -696735.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -697095.625000 Penalty: 4435.719727
	Iteration 2F: 3 clusters Score -697095.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -697360.875000 Penalty: 4435.719727
	Iteration 3F: 3 clusters Score -697360.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -697619.000000 Penalty: 4435.719727
	Iteration 4Q: 3 clusters Score -697619 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -697900.750000 Penalty: 4435.719727
	Iteration 5Q: 3 clusters Score -697900.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -698214.812500 Penalty: 4435.719727
	Iteration 6Q: 3 clusters Score -698214.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -698594.562500 Penalty: 4435.719727
	Iteration 7F: 3 clusters Score -698594.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -698991.062500 Penalty: 4435.719727
	Iteration 8F: 3 clusters Score -698991.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -699399.187500 Penalty: 4435.719727
	Iteration 9F: 3 clusters Score -699399.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -699733.312500 Penalty: 4435.719727
	Iteration 10F: 3 clusters Score -699733.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -699979.562500 Penalty: 4435.719727
	Iteration 11Q: 3 clusters Score -699979.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -700162.250000 Penalty: 4435.719727
	Iteration 12Q: 3 clusters Score -700162.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -700303.625000 Penalty: 4435.719727
	Iteration 13Q: 3 clusters Score -700303.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -700391.250000 Penalty: 4435.719727
	Iteration 14Q: 3 clusters Score -700391.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -700457.250000 Penalty: 4435.719727
	Iteration 15Q: 3 clusters Score -700457.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -700521.375000 Penalty: 4435.719727
	Iteration 16Q: 3 clusters Score -700521.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -700567.687500 Penalty: 4435.719727
	Iteration 17Q: 3 clusters Score -700567.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -700608.250000 Penalty: 4435.719727
	Iteration 18Q: 3 clusters Score -700608.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -700637.812500 Penalty: 4435.719727
	Iteration 19Q: 3 clusters Score -700637.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -700655.937500 Penalty: 4435.719727
	Iteration 20F: 3 clusters Score -700655.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -700668.437500 Penalty: 4435.719727
	Iteration 21Q: 3 clusters Score -700668.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -700677.250000 Penalty: 4435.719727
	Iteration 22Q: 3 clusters Score -700677.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -700682.750000 Penalty: 4435.719727
	Iteration 23Q: 3 clusters Score -700682.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -700685.625000 Penalty: 4435.719727
	Iteration 24Q: 3 clusters Score -700685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -700687.312500 Penalty: 4435.719727
	Iteration 25Q: 3 clusters Score -700687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -700688.437500 Penalty: 4435.719727
	Iteration 26Q: 3 clusters Score -700688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -700691.750000 Penalty: 4435.719727
	Iteration 27Q: 3 clusters Score -700691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -700693.312500 Penalty: 4435.719727
	Iteration 28Q: 3 clusters Score -700693.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -700695.500000 Penalty: 4435.719727
	Iteration 29Q: 3 clusters Score -700695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -700696.687500 Penalty: 4435.719727
	Iteration 30Q: 3 clusters Score -700696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -700699.062500 Penalty: 4435.719727
	Iteration 31Q: 3 clusters Score -700699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -700697.500000 Penalty: 4435.719727
	Iteration 32Q: 3 clusters Score -700697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -700697.875000 Penalty: 4435.719727
	Iteration 33Q: 3 clusters Score -700697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -700699.125000 Penalty: 4435.719727
	Iteration 34Q: 3 clusters Score -700699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -700698.375000 Penalty: 4435.719727
	Iteration 35Q: 3 clusters Score -700698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -700698.375000 Penalty: 4435.719727
	Iteration 36F: 3 clusters Score -700698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -361543.875000 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -361543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -357672.968750 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -357673 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -358583.843750 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -358583.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -358813.093750 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -358813.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -358967.718750 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -358967.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -359099.156250 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -359099.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -359224.218750 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -359224.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -359354.062500 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -359354.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -359487.000000 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -359487 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -359611.062500 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -359611.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -359700.906250 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -359700.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -359800.250000 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -359800.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359876.406250 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -359876.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -359943.281250 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -359943.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -360008.375000 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -360008.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360068.250000 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -360068.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -360125.062500 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -360125.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -360188.437500 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -360188.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -360252.375000 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -360252.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -360308.156250 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -360308.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -360350.562500 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -360350.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -360382.437500 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -360382.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -360407.906250 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -360407.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -360433.281250 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -360433.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360449.562500 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -360449.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360459.343750 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -360459.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -360463.062500 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -360463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360466.656250 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -360466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360469.562500 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -360469.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360475.593750 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -360475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360480.500000 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -360480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360483.093750 Penalty: 4098.996582
	Iteration 30Q: 3 clusters Score -360483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360485.937500 Penalty: 4098.996582
	Iteration 31Q: 3 clusters Score -360485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360487.531250 Penalty: 4098.996582
	Iteration 32Q: 3 clusters Score -360487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360487.531250 Penalty: 4098.996582
	Iteration 33F: 3 clusters Score -360487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -120810.742188 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -120810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118729.859375 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -118729.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119066.085938 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -119066.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119149.039062 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -119149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119190.203125 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -119190.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119218.476562 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -119218.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119236.343750 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -119236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119242.343750 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -119242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -119249.929688 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -119249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119256.085938 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -119256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119258.039062 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -119258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119261.781250 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -119261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119267.507812 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -119267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119268.187500 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -119268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119269.265625 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -119269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119269.515625 Penalty: 3518.740479
	Iteration 14Q: 3 clusters Score -119269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119269.515625 Penalty: 3518.740479
	Iteration 15F: 3 clusters Score -119269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Entering Unmasked Estep 
Score: -974780.937500 Penalty: 2275.251709
	Iteration 0F: 2 clusters Score -974780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -967367.312500 Penalty: 4550.503418
	Iteration 0F: 3 clusters Score -967367.3 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -969493.750000 Penalty: 4550.503418
	Iteration 1F: 3 clusters Score -969493.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -969757.375000 Penalty: 4550.503418
	Iteration 2F: 3 clusters Score -969757.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -969931.937500 Penalty: 4550.503418
	Iteration 3Q: 3 clusters Score -969931.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -970059.750000 Penalty: 4550.503418
	Iteration 4Q: 3 clusters Score -970059.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -970171.875000 Penalty: 4550.503418
	Iteration 5Q: 3 clusters Score -970171.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -970278.000000 Penalty: 4550.503418
	Iteration 6Q: 3 clusters Score -970278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -970376.375000 Penalty: 4550.503418
	Iteration 7Q: 3 clusters Score -970376.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -970501.812500 Penalty: 4550.503418
	Iteration 8Q: 3 clusters Score -970501.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -970647.937500 Penalty: 4550.503418
	Iteration 9Q: 3 clusters Score -970647.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -970839.687500 Penalty: 4550.503418
	Iteration 10Q: 3 clusters Score -970839.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -971035.687500 Penalty: 4550.503418
	Iteration 11Q: 3 clusters Score -971035.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -971253.187500 Penalty: 4550.503418
	Iteration 12Q: 3 clusters Score -971253.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -971489.312500 Penalty: 4550.503418
	Iteration 13Q: 3 clusters Score -971489.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -971738.000000 Penalty: 4550.503418
	Iteration 14Q: 3 clusters Score -971738 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -971983.812500 Penalty: 4550.503418
	Iteration 15Q: 3 clusters Score -971983.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -972198.062500 Penalty: 4550.503418
	Iteration 16Q: 3 clusters Score -972198.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -972363.062500 Penalty: 4550.503418
	Iteration 17Q: 3 clusters Score -972363.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -972470.312500 Penalty: 4550.503418
	Iteration 18Q: 3 clusters Score -972470.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -972539.750000 Penalty: 4550.503418
	Iteration 19Q: 3 clusters Score -972539.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -972592.250000 Penalty: 4550.503418
	Iteration 20F: 3 clusters Score -972592.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -972637.125000 Penalty: 4550.503418
	Iteration 21Q: 3 clusters Score -972637.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -972665.875000 Penalty: 4550.503418
	Iteration 22Q: 3 clusters Score -972665.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -972694.687500 Penalty: 4550.503418
	Iteration 23Q: 3 clusters Score -972694.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -972713.125000 Penalty: 4550.503418
	Iteration 24Q: 3 clusters Score -972713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -972720.250000 Penalty: 4550.503418
	Iteration 25Q: 3 clusters Score -972720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -972726.500000 Penalty: 4550.503418
	Iteration 26Q: 3 clusters Score -972726.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -972732.937500 Penalty: 4550.503418
	Iteration 27Q: 3 clusters Score -972732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -972738.125000 Penalty: 4550.503418
	Iteration 28Q: 3 clusters Score -972738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -972743.562500 Penalty: 4550.503418
	Iteration 29Q: 3 clusters Score -972743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -972751.750000 Penalty: 4550.503418
	Iteration 30Q: 3 clusters Score -972751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -972757.250000 Penalty: 4550.503418
	Iteration 31Q: 3 clusters Score -972757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -972759.750000 Penalty: 4550.503418
	Iteration 32Q: 3 clusters Score -972759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -972761.125000 Penalty: 4550.503418
	Iteration 33Q: 3 clusters Score -972761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -972761.312500 Penalty: 4550.503418
	Iteration 34Q: 3 clusters Score -972761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -972761.937500 Penalty: 4550.503418
	Iteration 35Q: 3 clusters Score -972761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -972764.625000 Penalty: 4550.503418
	Iteration 36Q: 3 clusters Score -972764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -972766.500000 Penalty: 4550.503418
	Iteration 37Q: 3 clusters Score -972766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -972767.937500 Penalty: 4550.503418
	Iteration 38Q: 3 clusters Score -972767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -972767.937500 Penalty: 4550.503418
	Iteration 39F: 3 clusters Score -972767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -599761.250000 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -599761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -594577.500000 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -594577.5 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -595940.937500 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -595940.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -596180.562500 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -596180.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -596351.625000 Penalty: 4326.480469
	Iteration 3Q: 3 clusters Score -596351.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -596489.937500 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -596489.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -596632.750000 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -596632.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -596745.375000 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -596745.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -596839.562500 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -596839.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -596960.375000 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -596960.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -597057.437500 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -597057.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -597182.437500 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -597182.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -597291.437500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -597291.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -597426.125000 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -597426.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -597548.000000 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -597548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -597634.750000 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -597634.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -597708.062500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -597708.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -597772.625000 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -597772.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -597833.500000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -597833.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -597873.125000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -597873.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -597904.062500 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -597904.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -597922.312500 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -597922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -597932.875000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -597932.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -597940.437500 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -597940.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -597948.375000 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -597948.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -597957.750000 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -597957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -597964.625000 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -597964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -597970.937500 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -597970.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -597976.875000 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -597976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -597980.437500 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -597980.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -597984.062500 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -597984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -597989.687500 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -597989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -597991.875000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -597991.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -597993.687500 Penalty: 4326.480469
	Iteration 32Q: 3 clusters Score -597993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -597998.312500 Penalty: 4326.480469
	Iteration 33Q: 3 clusters Score -597998.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -598002.250000 Penalty: 4326.480469
	Iteration 34Q: 3 clusters Score -598002.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -598007.750000 Penalty: 4326.480469
	Iteration 35Q: 3 clusters Score -598007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -598012.750000 Penalty: 4326.480469
	Iteration 36Q: 3 clusters Score -598012.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -598018.187500 Penalty: 4326.480469
	Iteration 37Q: 3 clusters Score -598018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -598024.500000 Penalty: 4326.480469
	Iteration 38Q: 3 clusters Score -598024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -598030.500000 Penalty: 4326.480469
	Iteration 39Q: 3 clusters Score -598030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -598037.437500 Penalty: 4326.480469
	Iteration 40F: 3 clusters Score -598037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -598037.312500 Penalty: 4326.480469
	Iteration 41Q: 3 clusters Score -598037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -598037.562500 Penalty: 4326.480469
	Iteration 42Q: 3 clusters Score -598037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -598037.875000 Penalty: 4326.480469
	Iteration 43Q: 3 clusters Score -598037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -598039.250000 Penalty: 4326.480469
	Iteration 44Q: 3 clusters Score -598039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -598038.812500 Penalty: 4326.480469
	Iteration 45Q: 3 clusters Score -598038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -598039.687500 Penalty: 4326.480469
	Iteration 46Q: 3 clusters Score -598039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -598040.187500 Penalty: 4326.480469
	Iteration 47Q: 3 clusters Score -598040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -598040.187500 Penalty: 4326.480469
	Iteration 48Q: 3 clusters Score -598040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -598041.187500 Penalty: 4326.480469
	Iteration 49Q: 3 clusters Score -598041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -598041.187500 Penalty: 4326.480469
	Iteration 50F: 3 clusters Score -598041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -751864.750000 Penalty: 2224.730225
	Iteration 0F: 2 clusters Score -751864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -745577.000000 Penalty: 4449.460449
	Iteration 0F: 3 clusters Score -745577 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -747371.437500 Penalty: 4449.460449
	Iteration 1F: 3 clusters Score -747371.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -747684.875000 Penalty: 4449.460449
	Iteration 2F: 3 clusters Score -747684.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -747947.750000 Penalty: 4449.460449
	Iteration 3F: 3 clusters Score -747947.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -748229.687500 Penalty: 4449.460449
	Iteration 4F: 3 clusters Score -748229.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -748513.062500 Penalty: 4449.460449
	Iteration 5Q: 3 clusters Score -748513.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -748788.937500 Penalty: 4449.460449
	Iteration 6Q: 3 clusters Score -748788.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -749037.687500 Penalty: 4449.460449
	Iteration 7Q: 3 clusters Score -749037.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -749246.312500 Penalty: 4449.460449
	Iteration 8Q: 3 clusters Score -749246.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -749425.437500 Penalty: 4449.460449
	Iteration 9Q: 3 clusters Score -749425.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -749549.187500 Penalty: 4449.460449
	Iteration 10Q: 3 clusters Score -749549.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -749628.562500 Penalty: 4449.460449
	Iteration 11Q: 3 clusters Score -749628.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -749698.750000 Penalty: 4449.460449
	Iteration 12Q: 3 clusters Score -749698.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -749754.437500 Penalty: 4449.460449
	Iteration 13Q: 3 clusters Score -749754.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -749802.625000 Penalty: 4449.460449
	Iteration 14Q: 3 clusters Score -749802.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -749831.062500 Penalty: 4449.460449
	Iteration 15Q: 3 clusters Score -749831.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -749850.875000 Penalty: 4449.460449
	Iteration 16Q: 3 clusters Score -749850.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -749861.937500 Penalty: 4449.460449
	Iteration 17Q: 3 clusters Score -749861.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -749873.312500 Penalty: 4449.460449
	Iteration 18Q: 3 clusters Score -749873.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -749880.875000 Penalty: 4449.460449
	Iteration 19Q: 3 clusters Score -749880.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -749894.187500 Penalty: 4449.460449
	Iteration 20F: 3 clusters Score -749894.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -749905.437500 Penalty: 4449.460449
	Iteration 21Q: 3 clusters Score -749905.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -749910.187500 Penalty: 4449.460449
	Iteration 22Q: 3 clusters Score -749910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -749912.750000 Penalty: 4449.460449
	Iteration 23Q: 3 clusters Score -749912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -749914.812500 Penalty: 4449.460449
	Iteration 24Q: 3 clusters Score -749914.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -749919.812500 Penalty: 4449.460449
	Iteration 25Q: 3 clusters Score -749919.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -749926.687500 Penalty: 4449.460449
	Iteration 26Q: 3 clusters Score -749926.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -749929.250000 Penalty: 4449.460449
	Iteration 27Q: 3 clusters Score -749929.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -749933.875000 Penalty: 4449.460449
	Iteration 28Q: 3 clusters Score -749933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -749935.937500 Penalty: 4449.460449
	Iteration 29Q: 3 clusters Score -749935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -749936.375000 Penalty: 4449.460449
	Iteration 30Q: 3 clusters Score -749936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -749936.812500 Penalty: 4449.460449
	Iteration 31Q: 3 clusters Score -749936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -749939.312500 Penalty: 4449.460449
	Iteration 32Q: 3 clusters Score -749939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -749938.875000 Penalty: 4449.460449
	Iteration 33Q: 3 clusters Score -749938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -749940.625000 Penalty: 4449.460449
	Iteration 34Q: 3 clusters Score -749940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -749940.062500 Penalty: 4449.460449
	Iteration 35Q: 3 clusters Score -749940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -749940.375000 Penalty: 4449.460449
	Iteration 36Q: 3 clusters Score -749940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -749939.937500 Penalty: 4449.460449
	Iteration 37Q: 3 clusters Score -749939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -749940.000000 Penalty: 4449.460449
	Iteration 38Q: 3 clusters Score -749940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -749942.750000 Penalty: 4449.460449
	Iteration 39Q: 3 clusters Score -749942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -749944.937500 Penalty: 4449.460449
	Iteration 40F: 3 clusters Score -749944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -749947.000000 Penalty: 4449.460449
	Iteration 41Q: 3 clusters Score -749947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -749949.437500 Penalty: 4449.460449
	Iteration 42Q: 3 clusters Score -749949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -749949.750000 Penalty: 4449.460449
	Iteration 43Q: 3 clusters Score -749949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -749950.437500 Penalty: 4449.460449
	Iteration 44Q: 3 clusters Score -749950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -749951.750000 Penalty: 4449.460449
	Iteration 45Q: 3 clusters Score -749951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -749953.375000 Penalty: 4449.460449
	Iteration 46Q: 3 clusters Score -749953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -749952.375000 Penalty: 4449.460449
	Iteration 47Q: 3 clusters Score -749952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -749955.750000 Penalty: 4449.460449
	Iteration 48Q: 3 clusters Score -749955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -749955.562500 Penalty: 4449.460449
	Iteration 49Q: 3 clusters Score -749955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -749955.750000 Penalty: 4449.460449
	Iteration 50Q: 3 clusters Score -749955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -749958.625000 Penalty: 4449.460449
	Iteration 51Q: 3 clusters Score -749958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -749960.312500 Penalty: 4449.460449
	Iteration 52Q: 3 clusters Score -749960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -749961.437500 Penalty: 4449.460449
	Iteration 53Q: 3 clusters Score -749961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -749959.437500 Penalty: 4449.460449
	Iteration 54Q: 3 clusters Score -749959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -749959.500000 Penalty: 4449.460449
	Iteration 55Q: 3 clusters Score -749959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -749959.500000 Penalty: 4449.460449
	Iteration 56F: 3 clusters Score -749959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -193121.859375 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -193121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -190385.609375 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -190385.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -190975.812500 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -190975.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -191166.000000 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -191166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -191278.562500 Penalty: 3821.810303
	Iteration 3Q: 3 clusters Score -191278.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -191348.828125 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -191348.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -191397.937500 Penalty: 3821.810303
	Iteration 5Q: 3 clusters Score -191397.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -191461.171875 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -191461.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -191522.437500 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -191522.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -191601.109375 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -191601.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -191677.031250 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -191677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -191743.531250 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -191743.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -191806.890625 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -191806.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -191886.265625 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -191886.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -191951.843750 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -191951.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -192029.187500 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -192029.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -192079.531250 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -192079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -192101.171875 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -192101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -192115.953125 Penalty: 3821.810303
	Iteration 17Q: 3 clusters Score -192116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -192124.312500 Penalty: 3821.810303
	Iteration 18Q: 3 clusters Score -192124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -192137.593750 Penalty: 3821.810303
	Iteration 19Q: 3 clusters Score -192137.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -192150.812500 Penalty: 3821.810303
	Iteration 20F: 3 clusters Score -192150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -192159.109375 Penalty: 3821.810303
	Iteration 21Q: 3 clusters Score -192159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -192167.078125 Penalty: 3821.810303
	Iteration 22Q: 3 clusters Score -192167.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -192173.687500 Penalty: 3821.810303
	Iteration 23Q: 3 clusters Score -192173.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -192182.250000 Penalty: 3821.810303
	Iteration 24Q: 3 clusters Score -192182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -192185.140625 Penalty: 3821.810303
	Iteration 25Q: 3 clusters Score -192185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192186.328125 Penalty: 3821.810303
	Iteration 26Q: 3 clusters Score -192186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192186.328125 Penalty: 3821.810303
	Iteration 27F: 3 clusters Score -192186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -233910.328125 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -233910.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -230893.546875 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -230893.5 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -231588.015625 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -231588 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -231760.625000 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -231760.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -231865.234375 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -231865.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -231958.859375 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -231958.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -232027.609375 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -232027.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -232085.453125 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -232085.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -232147.281250 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -232147.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -232209.156250 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -232209.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -232259.312500 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -232259.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -232309.500000 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -232309.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -232359.437500 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -232359.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -232403.156250 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -232403.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -232443.687500 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -232443.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -232485.421875 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -232485.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -232526.968750 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -232527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -232558.765625 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -232558.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -232592.218750 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -232592.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -232622.296875 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -232622.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -232646.937500 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -232646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -232674.171875 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -232674.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -232697.156250 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -232697.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -232721.703125 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -232721.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -232743.515625 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -232743.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -232767.093750 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -232767.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -232793.281250 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -232793.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -232814.593750 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -232814.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232832.031250 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -232832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232843.734375 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -232843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -232848.515625 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -232848.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -232859.234375 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -232859.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -232867.953125 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -232868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -232882.062500 Penalty: 3898.077393
	Iteration 32Q: 3 clusters Score -232882.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -232900.625000 Penalty: 3898.077393
	Iteration 33Q: 3 clusters Score -232900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -232916.656250 Penalty: 3898.077393
	Iteration 34Q: 3 clusters Score -232916.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -232927.937500 Penalty: 3898.077393
	Iteration 35Q: 3 clusters Score -232927.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -232935.562500 Penalty: 3898.077393
	Iteration 36Q: 3 clusters Score -232935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -232949.515625 Penalty: 3898.077393
	Iteration 37Q: 3 clusters Score -232949.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -232969.484375 Penalty: 3898.077393
	Iteration 38Q: 3 clusters Score -232969.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -232985.406250 Penalty: 3898.077393
	Iteration 39Q: 3 clusters Score -232985.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -233002.984375 Penalty: 3898.077393
	Iteration 40F: 3 clusters Score -233003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233031.125000 Penalty: 3898.077393
	Iteration 41Q: 3 clusters Score -233031.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233056.359375 Penalty: 3898.077393
	Iteration 42Q: 3 clusters Score -233056.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233071.703125 Penalty: 3898.077393
	Iteration 43Q: 3 clusters Score -233071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -233082.140625 Penalty: 3898.077393
	Iteration 44Q: 3 clusters Score -233082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233090.781250 Penalty: 3898.077393
	Iteration 45Q: 3 clusters Score -233090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233096.593750 Penalty: 3898.077393
	Iteration 46Q: 3 clusters Score -233096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -233100.218750 Penalty: 3898.077393
	Iteration 47Q: 3 clusters Score -233100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -233101.781250 Penalty: 3898.077393
	Iteration 48Q: 3 clusters Score -233101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233102.593750 Penalty: 3898.077393
	Iteration 49Q: 3 clusters Score -233102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233102.593750 Penalty: 3898.077393
	Iteration 50F: 3 clusters Score -233102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Entering Unmasked Estep 
Score: -2866777.750000 Penalty: 2545.010742
	Iteration 0F: 2 clusters Score -2866778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2847037.000000 Penalty: 5090.021484
	Iteration 0F: 3 clusters Score -2847037 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2854036.250000 Penalty: 5090.021484
	Iteration 1F: 3 clusters Score -2854036 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2854543.000000 Penalty: 5090.021484
	Iteration 2Q: 3 clusters Score -2854543 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2855117.250000 Penalty: 5090.021484
	Iteration 3Q: 3 clusters Score -2855117 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2855842.000000 Penalty: 5090.021484
	Iteration 4F: 3 clusters Score -2855842 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2856789.000000 Penalty: 5090.021484
	Iteration 5F: 3 clusters Score -2856789 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2858105.500000 Penalty: 5090.021484
	Iteration 6F: 3 clusters Score -2858106 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2859710.750000 Penalty: 5090.021484
	Iteration 7F: 3 clusters Score -2859711 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2861130.250000 Penalty: 5090.021484
	Iteration 8F: 3 clusters Score -2861130 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2862244.500000 Penalty: 5090.021484
	Iteration 9Q: 3 clusters Score -2862244 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2863072.750000 Penalty: 5090.021484
	Iteration 10Q: 3 clusters Score -2863073 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -2863618.250000 Penalty: 5090.021484
	Iteration 11Q: 3 clusters Score -2863618 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2863983.500000 Penalty: 5090.021484
	Iteration 12Q: 3 clusters Score -2863984 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2864190.750000 Penalty: 5090.021484
	Iteration 13Q: 3 clusters Score -2864191 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -2864316.750000 Penalty: 5090.021484
	Iteration 14Q: 3 clusters Score -2864317 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2864390.500000 Penalty: 5090.021484
	Iteration 15Q: 3 clusters Score -2864390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2864442.750000 Penalty: 5090.021484
	Iteration 16Q: 3 clusters Score -2864443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2864479.000000 Penalty: 5090.021484
	Iteration 17Q: 3 clusters Score -2864479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -2864514.000000 Penalty: 5090.021484
	Iteration 18Q: 3 clusters Score -2864514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2864527.000000 Penalty: 5090.021484
	Iteration 19Q: 3 clusters Score -2864527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2864546.250000 Penalty: 5090.021484
	Iteration 20F: 3 clusters Score -2864546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -2864559.750000 Penalty: 5090.021484
	Iteration 21Q: 3 clusters Score -2864560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -2864575.750000 Penalty: 5090.021484
	Iteration 22Q: 3 clusters Score -2864576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -2864579.500000 Penalty: 5090.021484
	Iteration 23Q: 3 clusters Score -2864580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2864587.000000 Penalty: 5090.021484
	Iteration 24Q: 3 clusters Score -2864587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2864596.250000 Penalty: 5090.021484
	Iteration 25Q: 3 clusters Score -2864596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -2864603.000000 Penalty: 5090.021484
	Iteration 26Q: 3 clusters Score -2864603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -2864606.250000 Penalty: 5090.021484
	Iteration 27Q: 3 clusters Score -2864606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -2864611.000000 Penalty: 5090.021484
	Iteration 28Q: 3 clusters Score -2864611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -2864615.500000 Penalty: 5090.021484
	Iteration 29Q: 3 clusters Score -2864616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2864616.750000 Penalty: 5090.021484
	Iteration 30Q: 3 clusters Score -2864617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2864616.750000 Penalty: 5090.021484
	Iteration 31F: 3 clusters Score -2864617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -126350.921875 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -126350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124129.562500 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -124129.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -124464.328125 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -124464.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -124574.757812 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -124574.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124655.804688 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -124655.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124695.289062 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -124695.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124723.898438 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -124723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -124758.781250 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -124758.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124785.570312 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -124785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124817.101562 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -124817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124837.234375 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -124837.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -124870.632812 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -124870.6 nChanged 23
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: -124912.765625 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -124912.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -124944.351562 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -124944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124982.484375 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -124982.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -125039.039062 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -125039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125107.570312 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -125107.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -125194.078125 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -125194.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125305.523438 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -125305.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125447.273438 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -125447.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125556.992188 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -125557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125610.492188 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -125610.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125643.085938 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -125643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125654.328125 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -125654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125661.890625 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -125661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125669.953125 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -125670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125672.414062 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -125672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125673.867188 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -125673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125678.039062 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -125678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125680.789062 Penalty: 3581.668213
	Iteration 28Q: 3 clusters Score -125680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125682.210938 Penalty: 3581.668213
	Iteration 29Q: 3 clusters Score -125682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125682.210938 Penalty: 3581.668213
	Iteration 30F: 3 clusters Score -125682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (25305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Entering Unmasked Estep 
Score: -2596032.000000 Penalty: 2514.411865
	Iteration 0F: 2 clusters Score -2596032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2578523.500000 Penalty: 5028.823730
	Iteration 0F: 3 clusters Score -2578524 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2585009.000000 Penalty: 5028.823730
	Iteration 1F: 3 clusters Score -2585009 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2585787.750000 Penalty: 5028.823730
	Iteration 2F: 3 clusters Score -2585788 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2586796.750000 Penalty: 5028.823730
	Iteration 3F: 3 clusters Score -2586797 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2588104.000000 Penalty: 5028.823730
	Iteration 4F: 3 clusters Score -2588104 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2589540.500000 Penalty: 5028.823730
	Iteration 5F: 3 clusters Score -2589540 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2590758.750000 Penalty: 5028.823730
	Iteration 6F: 3 clusters Score -2590759 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2591639.750000 Penalty: 5028.823730
	Iteration 7F: 3 clusters Score -2591640 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2592253.000000 Penalty: 5028.823730
	Iteration 8Q: 3 clusters Score -2592253 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2592698.750000 Penalty: 5028.823730
	Iteration 9Q: 3 clusters Score -2592699 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2592992.500000 Penalty: 5028.823730
	Iteration 10Q: 3 clusters Score -2592992 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2593188.500000 Penalty: 5028.823730
	Iteration 11Q: 3 clusters Score -2593188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2593348.500000 Penalty: 5028.823730
	Iteration 12Q: 3 clusters Score -2593348 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2593464.500000 Penalty: 5028.823730
	Iteration 13Q: 3 clusters Score -2593464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2593574.250000 Penalty: 5028.823730
	Iteration 14Q: 3 clusters Score -2593574 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2593674.000000 Penalty: 5028.823730
	Iteration 15Q: 3 clusters Score -2593674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2593738.250000 Penalty: 5028.823730
	Iteration 16Q: 3 clusters Score -2593738 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2593800.500000 Penalty: 5028.823730
	Iteration 17Q: 3 clusters Score -2593800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2593839.000000 Penalty: 5028.823730
	Iteration 18Q: 3 clusters Score -2593839 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2593879.750000 Penalty: 5028.823730
	Iteration 19Q: 3 clusters Score -2593880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2593899.750000 Penalty: 5028.823730
	Iteration 20F: 3 clusters Score -2593900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2593913.500000 Penalty: 5028.823730
	Iteration 21Q: 3 clusters Score -2593914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2593932.500000 Penalty: 5028.823730
	Iteration 22Q: 3 clusters Score -2593932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2593938.500000 Penalty: 5028.823730
	Iteration 23Q: 3 clusters Score -2593938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2593959.000000 Penalty: 5028.823730
	Iteration 24Q: 3 clusters Score -2593959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2593960.500000 Penalty: 5028.823730
	Iteration 25Q: 3 clusters Score -2593960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2593963.250000 Penalty: 5028.823730
	Iteration 26Q: 3 clusters Score -2593963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2593972.500000 Penalty: 5028.823730
	Iteration 27Q: 3 clusters Score -2593972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2593969.000000 Penalty: 5028.823730
	Iteration 28Q: 3 clusters Score -2593969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2593968.250000 Penalty: 5028.823730
	Iteration 29Q: 3 clusters Score -2593968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2593974.000000 Penalty: 5028.823730
	Iteration 30Q: 3 clusters Score -2593974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2593976.000000 Penalty: 5028.823730
	Iteration 31Q: 3 clusters Score -2593976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2593977.250000 Penalty: 5028.823730
	Iteration 32Q: 3 clusters Score -2593977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2593980.750000 Penalty: 5028.823730
	Iteration 33Q: 3 clusters Score -2593981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2593981.500000 Penalty: 5028.823730
	Iteration 34Q: 3 clusters Score -2593982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2593982.750000 Penalty: 5028.823730
	Iteration 35Q: 3 clusters Score -2593983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2593983.250000 Penalty: 5028.823730
	Iteration 36Q: 3 clusters Score -2593983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2593993.750000 Penalty: 5028.823730
	Iteration 37Q: 3 clusters Score -2593994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2593993.750000 Penalty: 5028.823730
	Iteration 38Q: 3 clusters Score -2593994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2593998.750000 Penalty: 5028.823730
	Iteration 39Q: 3 clusters Score -2593999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2594000.500000 Penalty: 5028.823730
	Iteration 40F: 3 clusters Score -2594000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2594009.500000 Penalty: 5028.823730
	Iteration 41Q: 3 clusters Score -2594010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2594010.000000 Penalty: 5028.823730
	Iteration 42Q: 3 clusters Score -2594010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2594007.750000 Penalty: 5028.823730
	Iteration 43Q: 3 clusters Score -2594008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2594017.750000 Penalty: 5028.823730
	Iteration 44Q: 3 clusters Score -2594018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2594017.250000 Penalty: 5028.823730
	Iteration 45Q: 3 clusters Score -2594017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2594022.500000 Penalty: 5028.823730
	Iteration 46Q: 3 clusters Score -2594022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2594030.000000 Penalty: 5028.823730
	Iteration 47Q: 3 clusters Score -2594030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2594032.750000 Penalty: 5028.823730
	Iteration 48Q: 3 clusters Score -2594033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2594030.000000 Penalty: 5028.823730
	Iteration 49Q: 3 clusters Score -2594030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2594031.750000 Penalty: 5028.823730
	Iteration 50Q: 3 clusters Score -2594032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2594031.750000 Penalty: 5028.823730
	Iteration 51Q: 3 clusters Score -2594032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2594036.750000 Penalty: 5028.823730
	Iteration 52Q: 3 clusters Score -2594037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2594036.750000 Penalty: 5028.823730
	Iteration 53Q: 3 clusters Score -2594037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2594035.000000 Penalty: 5028.823730
	Iteration 54Q: 3 clusters Score -2594035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2594042.750000 Penalty: 5028.823730
	Iteration 55Q: 3 clusters Score -2594043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2594048.250000 Penalty: 5028.823730
	Iteration 56Q: 3 clusters Score -2594048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2594046.500000 Penalty: 5028.823730
	Iteration 57Q: 3 clusters Score -2594046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2594048.500000 Penalty: 5028.823730
	Iteration 58Q: 3 clusters Score -2594048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2594051.000000 Penalty: 5028.823730
	Iteration 59Q: 3 clusters Score -2594051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2594052.000000 Penalty: 5028.823730
	Iteration 60F: 3 clusters Score -2594052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2594054.500000 Penalty: 5028.823730
	Iteration 61Q: 3 clusters Score -2594054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2594052.750000 Penalty: 5028.823730
	Iteration 62Q: 3 clusters Score -2594053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2594058.000000 Penalty: 5028.823730
	Iteration 63Q: 3 clusters Score -2594058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2594059.250000 Penalty: 5028.823730
	Iteration 64Q: 3 clusters Score -2594059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2594057.500000 Penalty: 5028.823730
	Iteration 65Q: 3 clusters Score -2594058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2594059.000000 Penalty: 5028.823730
	Iteration 66Q: 3 clusters Score -2594059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2594059.500000 Penalty: 5028.823730
	Iteration 67Q: 3 clusters Score -2594060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2594059.000000 Penalty: 5028.823730
	Iteration 68Q: 3 clusters Score -2594059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2594058.000000 Penalty: 5028.823730
	Iteration 69Q: 3 clusters Score -2594058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2594058.000000 Penalty: 5028.823730
	Iteration 70F: 3 clusters Score -2594058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -633947.937500 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -633947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -628588.187500 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -628588.2 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -629902.625000 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -629902.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -630185.187500 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -630185.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -630391.812500 Penalty: 4342.298340
	Iteration 3F: 3 clusters Score -630391.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -630548.687500 Penalty: 4342.298340
	Iteration 4Q: 3 clusters Score -630548.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -630701.375000 Penalty: 4342.298340
	Iteration 5Q: 3 clusters Score -630701.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -630826.750000 Penalty: 4342.298340
	Iteration 6Q: 3 clusters Score -630826.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -630949.187500 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -630949.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -631074.125000 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -631074.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -631209.062500 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -631209.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -631339.312500 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -631339.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -631473.375000 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -631473.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -631582.750000 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -631582.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -631683.750000 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -631683.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -631764.812500 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -631764.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -631815.062500 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -631815.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -631866.687500 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -631866.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -631896.437500 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -631896.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -631923.937500 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -631923.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -631949.562500 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -631949.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -631967.187500 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -631967.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -631981.000000 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -631981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -631996.812500 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -631996.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -632007.625000 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -632007.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -632016.687500 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -632016.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -632023.625000 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -632023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -632031.625000 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -632031.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -632037.687500 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -632037.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -632042.750000 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -632042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -632046.687500 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -632046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -632051.437500 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -632051.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -632059.250000 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -632059.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -632066.625000 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -632066.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -632071.562500 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -632071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -632071.437500 Penalty: 4342.298340
	Iteration 34Q: 3 clusters Score -632071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -632073.125000 Penalty: 4342.298340
	Iteration 35Q: 3 clusters Score -632073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -632074.125000 Penalty: 4342.298340
	Iteration 36Q: 3 clusters Score -632074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -632074.125000 Penalty: 4342.298340
	Iteration 37F: 3 clusters Score -632074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -374664.781250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -374664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -370771.312500 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -370771.3 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -371762.968750 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -371763 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -372087.281250 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -372087.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372367.593750 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -372367.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -372625.406250 Penalty: 4122.453613
	Iteration 4F: 3 clusters Score -372625.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -372918.156250 Penalty: 4122.453613
	Iteration 5F: 3 clusters Score -372918.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -373162.625000 Penalty: 4122.453613
	Iteration 6F: 3 clusters Score -373162.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -373417.750000 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -373417.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -373621.468750 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -373621.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -373782.875000 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -373782.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -373872.843750 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -373872.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -373923.312500 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -373923.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -373948.312500 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -373948.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -373966.250000 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -373966.2 nChanged 26
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: -373978.906250 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -373978.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373986.968750 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -373987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -373991.125000 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -373991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -373992.312500 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -373992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -373992.312500 Penalty: 4122.453613
	Iteration 18F: 3 clusters Score -373992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -283283.625000 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -283283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -280141.000000 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -280141 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -280786.875000 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -280786.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -280936.562500 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -280936.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -281024.218750 Penalty: 3934.985352
	Iteration 3Q: 3 clusters Score -281024.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -281075.718750 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -281075.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -281107.906250 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -281107.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -281131.781250 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -281131.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -281151.437500 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -281151.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -281163.906250 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -281163.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -281173.687500 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -281173.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -281184.000000 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -281184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -281194.000000 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -281194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -281199.781250 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -281199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281201.781250 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -281201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -281203.312500 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -281203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281206.312500 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -281206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -281209.687500 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -281209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -281214.968750 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -281215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -281217.343750 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -281217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -281221.531250 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -281221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -281225.062500 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -281225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -281226.875000 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -281226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -281230.531250 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -281230.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -281235.437500 Penalty: 3934.985352
	Iteration 23Q: 3 clusters Score -281235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -281240.593750 Penalty: 3934.985352
	Iteration 24Q: 3 clusters Score -281240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -281250.500000 Penalty: 3934.985352
	Iteration 25Q: 3 clusters Score -281250.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -281262.000000 Penalty: 3934.985352
	Iteration 26Q: 3 clusters Score -281262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -281271.406250 Penalty: 3934.985352
	Iteration 27Q: 3 clusters Score -281271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -281282.843750 Penalty: 3934.985352
	Iteration 28Q: 3 clusters Score -281282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -281288.125000 Penalty: 3934.985352
	Iteration 29Q: 3 clusters Score -281288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -281293.187500 Penalty: 3934.985352
	Iteration 30Q: 3 clusters Score -281293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -281297.687500 Penalty: 3934.985352
	Iteration 31Q: 3 clusters Score -281297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -281303.468750 Penalty: 3934.985352
	Iteration 32Q: 3 clusters Score -281303.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -281314.437500 Penalty: 3934.985352
	Iteration 33Q: 3 clusters Score -281314.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -281322.687500 Penalty: 3934.985352
	Iteration 34Q: 3 clusters Score -281322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -281329.906250 Penalty: 3934.985352
	Iteration 35Q: 3 clusters Score -281329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -281335.656250 Penalty: 3934.985352
	Iteration 36Q: 3 clusters Score -281335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -281342.468750 Penalty: 3934.985352
	Iteration 37Q: 3 clusters Score -281342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -281349.187500 Penalty: 3934.985352
	Iteration 38Q: 3 clusters Score -281349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -281353.812500 Penalty: 3934.985352
	Iteration 39Q: 3 clusters Score -281353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -281358.593750 Penalty: 3934.985352
	Iteration 40F: 3 clusters Score -281358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -281361.468750 Penalty: 3934.985352
	Iteration 41Q: 3 clusters Score -281361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -281363.875000 Penalty: 3934.985352
	Iteration 42Q: 3 clusters Score -281363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -281367.187500 Penalty: 3934.985352
	Iteration 43Q: 3 clusters Score -281367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -281368.906250 Penalty: 3934.985352
	Iteration 44Q: 3 clusters Score -281368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -281369.343750 Penalty: 3934.985352
	Iteration 45Q: 3 clusters Score -281369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -281369.343750 Penalty: 3934.985352
	Iteration 46F: 3 clusters Score -281369.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -293598.812500 Penalty: 2005.124268
	Iteration 0F: 2 clusters Score -293598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -290241.156250 Penalty: 4010.248535
	Iteration 0F: 3 clusters Score -290241.2 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -290912.750000 Penalty: 4010.248535
	Iteration 1F: 3 clusters Score -290912.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -291068.000000 Penalty: 4010.248535
	Iteration 2F: 3 clusters Score -291068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -291159.968750 Penalty: 4010.248535
	Iteration 3Q: 3 clusters Score -291160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -291241.281250 Penalty: 4010.248535
	Iteration 4Q: 3 clusters Score -291241.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291331.093750 Penalty: 4010.248535
	Iteration 5Q: 3 clusters Score -291331.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -291410.187500 Penalty: 4010.248535
	Iteration 6Q: 3 clusters Score -291410.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -291470.656250 Penalty: 4010.248535
	Iteration 7Q: 3 clusters Score -291470.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -291526.281250 Penalty: 4010.248535
	Iteration 8Q: 3 clusters Score -291526.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -291582.843750 Penalty: 4010.248535
	Iteration 9Q: 3 clusters Score -291582.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291624.062500 Penalty: 4010.248535
	Iteration 10Q: 3 clusters Score -291624.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -291660.875000 Penalty: 4010.248535
	Iteration 11Q: 3 clusters Score -291660.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -291682.500000 Penalty: 4010.248535
	Iteration 12Q: 3 clusters Score -291682.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -291701.968750 Penalty: 4010.248535
	Iteration 13Q: 3 clusters Score -291702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -291717.906250 Penalty: 4010.248535
	Iteration 14Q: 3 clusters Score -291717.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -291734.687500 Penalty: 4010.248535
	Iteration 15Q: 3 clusters Score -291734.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -291756.437500 Penalty: 4010.248535
	Iteration 16Q: 3 clusters Score -291756.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -291785.218750 Penalty: 4010.248535
	Iteration 17Q: 3 clusters Score -291785.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -291805.937500 Penalty: 4010.248535
	Iteration 18Q: 3 clusters Score -291805.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -291825.187500 Penalty: 4010.248535
	Iteration 19Q: 3 clusters Score -291825.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -291838.843750 Penalty: 4010.248535
	Iteration 20F: 3 clusters Score -291838.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291853.218750 Penalty: 4010.248535
	Iteration 21Q: 3 clusters Score -291853.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -291866.343750 Penalty: 4010.248535
	Iteration 22Q: 3 clusters Score -291866.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291880.562500 Penalty: 4010.248535
	Iteration 23Q: 3 clusters Score -291880.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -291894.062500 Penalty: 4010.248535
	Iteration 24Q: 3 clusters Score -291894.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -291911.156250 Penalty: 4010.248535
	Iteration 25Q: 3 clusters Score -291911.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -291924.187500 Penalty: 4010.248535
	Iteration 26Q: 3 clusters Score -291924.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -291933.187500 Penalty: 4010.248535
	Iteration 27Q: 3 clusters Score -291933.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -291946.343750 Penalty: 4010.248535
	Iteration 28Q: 3 clusters Score -291946.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291961.250000 Penalty: 4010.248535
	Iteration 29Q: 3 clusters Score -291961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -291974.218750 Penalty: 4010.248535
	Iteration 30Q: 3 clusters Score -291974.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -291988.031250 Penalty: 4010.248535
	Iteration 31Q: 3 clusters Score -291988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -292007.875000 Penalty: 4010.248535
	Iteration 32Q: 3 clusters Score -292007.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292025.187500 Penalty: 4010.248535
	Iteration 33Q: 3 clusters Score -292025.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -292042.250000 Penalty: 4010.248535
	Iteration 34Q: 3 clusters Score -292042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -292054.812500 Penalty: 4010.248535
	Iteration 35Q: 3 clusters Score -292054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292066.468750 Penalty: 4010.248535
	Iteration 36Q: 3 clusters Score -292066.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -292073.843750 Penalty: 4010.248535
	Iteration 37Q: 3 clusters Score -292073.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -292082.750000 Penalty: 4010.248535
	Iteration 38Q: 3 clusters Score -292082.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -292090.156250 Penalty: 4010.248535
	Iteration 39Q: 3 clusters Score -292090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -292096.062500 Penalty: 4010.248535
	Iteration 40F: 3 clusters Score -292096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -292100.625000 Penalty: 4010.248535
	Iteration 41Q: 3 clusters Score -292100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -292104.062500 Penalty: 4010.248535
	Iteration 42Q: 3 clusters Score -292104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -292104.468750 Penalty: 4010.248535
	Iteration 43Q: 3 clusters Score -292104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -292107.218750 Penalty: 4010.248535
	Iteration 44Q: 3 clusters Score -292107.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -292112.062500 Penalty: 4010.248535
	Iteration 45Q: 3 clusters Score -292112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -292116.343750 Penalty: 4010.248535
	Iteration 46Q: 3 clusters Score -292116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -292122.687500 Penalty: 4010.248535
	Iteration 47Q: 3 clusters Score -292122.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -292130.187500 Penalty: 4010.248535
	Iteration 48Q: 3 clusters Score -292130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -292139.312500 Penalty: 4010.248535
	Iteration 49Q: 3 clusters Score -292139.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -292155.937500 Penalty: 4010.248535
	Iteration 50Q: 3 clusters Score -292155.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -292169.406250 Penalty: 4010.248535
	Iteration 51Q: 3 clusters Score -292169.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -292183.843750 Penalty: 4010.248535
	Iteration 52Q: 3 clusters Score -292183.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -292196.843750 Penalty: 4010.248535
	Iteration 53Q: 3 clusters Score -292196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -292207.187500 Penalty: 4010.248535
	Iteration 54Q: 3 clusters Score -292207.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -292221.218750 Penalty: 4010.248535
	Iteration 55Q: 3 clusters Score -292221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -292236.281250 Penalty: 4010.248535
	Iteration 56Q: 3 clusters Score -292236.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -292254.718750 Penalty: 4010.248535
	Iteration 57Q: 3 clusters Score -292254.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -292264.906250 Penalty: 4010.248535
	Iteration 58Q: 3 clusters Score -292264.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -292272.812500 Penalty: 4010.248535
	Iteration 59Q: 3 clusters Score -292272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -292283.312500 Penalty: 4010.248535
	Iteration 60F: 3 clusters Score -292283.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -292293.312500 Penalty: 4010.248535
	Iteration 61Q: 3 clusters Score -292293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -292299.812500 Penalty: 4010.248535
	Iteration 62Q: 3 clusters Score -292299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -292303.437500 Penalty: 4010.248535
	Iteration 63Q: 3 clusters Score -292303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -292308.062500 Penalty: 4010.248535
	Iteration 64Q: 3 clusters Score -292308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -292312.968750 Penalty: 4010.248535
	Iteration 65Q: 3 clusters Score -292313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -292317.781250 Penalty: 4010.248535
	Iteration 66Q: 3 clusters Score -292317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -292322.750000 Penalty: 4010.248535
	Iteration 67Q: 3 clusters Score -292322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -292325.250000 Penalty: 4010.248535
	Iteration 68Q: 3 clusters Score -292325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -292331.125000 Penalty: 4010.248535
	Iteration 69Q: 3 clusters Score -292331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -292334.750000 Penalty: 4010.248535
	Iteration 70Q: 3 clusters Score -292334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292339.187500 Penalty: 4010.248535
	Iteration 71Q: 3 clusters Score -292339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -292341.187500 Penalty: 4010.248535
	Iteration 72Q: 3 clusters Score -292341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292341.937500 Penalty: 4010.248535
	Iteration 73Q: 3 clusters Score -292341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -292342.593750 Penalty: 4010.248535
	Iteration 74Q: 3 clusters Score -292342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292343.437500 Penalty: 4010.248535
	Iteration 75Q: 3 clusters Score -292343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292344.187500 Penalty: 4010.248535
	Iteration 76Q: 3 clusters Score -292344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292344.187500 Penalty: 4010.248535
	Iteration 77F: 3 clusters Score -292344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -639318.125000 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -639318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -633948.187500 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -633948.2 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -635329.687500 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -635329.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -635573.562500 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -635573.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -635725.125000 Penalty: 4341.750488
	Iteration 3Q: 3 clusters Score -635725.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -635836.625000 Penalty: 4341.750488
	Iteration 4Q: 3 clusters Score -635836.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -635916.062500 Penalty: 4341.750488
	Iteration 5Q: 3 clusters Score -635916.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -635984.250000 Penalty: 4341.750488
	Iteration 6Q: 3 clusters Score -635984.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -636039.687500 Penalty: 4341.750488
	Iteration 7Q: 3 clusters Score -636039.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -636084.125000 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -636084.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -636138.000000 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -636138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -636196.750000 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -636196.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -636260.750000 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -636260.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -636332.750000 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -636332.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -636428.625000 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -636428.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -636523.437500 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -636523.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -636650.625000 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -636650.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -636794.062500 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -636794.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -636916.000000 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -636916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -637017.750000 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -637017.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -637095.125000 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -637095.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -637143.687500 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -637143.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -637185.437500 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -637185.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -637214.625000 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -637214.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -637237.625000 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -637237.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -637258.812500 Penalty: 4341.750488
	Iteration 24Q: 3 clusters Score -637258.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -637278.562500 Penalty: 4341.750488
	Iteration 25Q: 3 clusters Score -637278.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -637293.375000 Penalty: 4341.750488
	Iteration 26Q: 3 clusters Score -637293.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -637307.750000 Penalty: 4341.750488
	Iteration 27Q: 3 clusters Score -637307.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -637319.562500 Penalty: 4341.750488
	Iteration 28Q: 3 clusters Score -637319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -637330.812500 Penalty: 4341.750488
	Iteration 29Q: 3 clusters Score -637330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -637338.375000 Penalty: 4341.750488
	Iteration 30Q: 3 clusters Score -637338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -637343.500000 Penalty: 4341.750488
	Iteration 31Q: 3 clusters Score -637343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -637350.187500 Penalty: 4341.750488
	Iteration 32Q: 3 clusters Score -637350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -637363.000000 Penalty: 4341.750488
	Iteration 33Q: 3 clusters Score -637363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -637370.437500 Penalty: 4341.750488
	Iteration 34Q: 3 clusters Score -637370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -637374.437500 Penalty: 4341.750488
	Iteration 35Q: 3 clusters Score -637374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -637379.687500 Penalty: 4341.750488
	Iteration 36Q: 3 clusters Score -637379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -637385.687500 Penalty: 4341.750488
	Iteration 37Q: 3 clusters Score -637385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -637390.312500 Penalty: 4341.750488
	Iteration 38Q: 3 clusters Score -637390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -637394.625000 Penalty: 4341.750488
	Iteration 39Q: 3 clusters Score -637394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -637395.875000 Penalty: 4341.750488
	Iteration 40F: 3 clusters Score -637395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -637403.000000 Penalty: 4341.750488
	Iteration 41Q: 3 clusters Score -637403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -637407.375000 Penalty: 4341.750488
	Iteration 42Q: 3 clusters Score -637407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -637408.375000 Penalty: 4341.750488
	Iteration 43Q: 3 clusters Score -637408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -637408.500000 Penalty: 4341.750488
	Iteration 44Q: 3 clusters Score -637408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -637412.562500 Penalty: 4341.750488
	Iteration 45Q: 3 clusters Score -637412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -637415.000000 Penalty: 4341.750488
	Iteration 46Q: 3 clusters Score -637415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -637416.312500 Penalty: 4341.750488
	Iteration 47Q: 3 clusters Score -637416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -637421.187500 Penalty: 4341.750488
	Iteration 48Q: 3 clusters Score -637421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -637422.687500 Penalty: 4341.750488
	Iteration 49Q: 3 clusters Score -637422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -637422.687500 Penalty: 4341.750488
	Iteration 50F: 3 clusters Score -637422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -313877.531250 Penalty: 2015.962402
	Iteration 0F: 2 clusters Score -313877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -310363.937500 Penalty: 4031.924805
	Iteration 0F: 3 clusters Score -310363.9 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -311165.718750 Penalty: 4031.924805
	Iteration 1F: 3 clusters Score -311165.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -311393.843750 Penalty: 4031.924805
	Iteration 2F: 3 clusters Score -311393.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311567.343750 Penalty: 4031.924805
	Iteration 3F: 3 clusters Score -311567.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -311719.937500 Penalty: 4031.924805
	Iteration 4Q: 3 clusters Score -311719.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -311873.375000 Penalty: 4031.924805
	Iteration 5Q: 3 clusters Score -311873.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -312053.593750 Penalty: 4031.924805
	Iteration 6Q: 3 clusters Score -312053.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -312242.312500 Penalty: 4031.924805
	Iteration 7Q: 3 clusters Score -312242.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -312467.281250 Penalty: 4031.924805
	Iteration 8Q: 3 clusters Score -312467.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -312769.750000 Penalty: 4031.924805
	Iteration 9F: 3 clusters Score -312769.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -313110.968750 Penalty: 4031.924805
	Iteration 10F: 3 clusters Score -313111 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -313382.937500 Penalty: 4031.924805
	Iteration 11F: 3 clusters Score -313382.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -313557.937500 Penalty: 4031.924805
	Iteration 12Q: 3 clusters Score -313557.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -313660.250000 Penalty: 4031.924805
	Iteration 13Q: 3 clusters Score -313660.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -313727.187500 Penalty: 4031.924805
	Iteration 14Q: 3 clusters Score -313727.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -313759.406250 Penalty: 4031.924805
	Iteration 15Q: 3 clusters Score -313759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -313772.687500 Penalty: 4031.924805
	Iteration 16Q: 3 clusters Score -313772.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -313780.593750 Penalty: 4031.924805
	Iteration 17Q: 3 clusters Score -313780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -313785.531250 Penalty: 4031.924805
	Iteration 18Q: 3 clusters Score -313785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -313787.125000 Penalty: 4031.924805
	Iteration 19Q: 3 clusters Score -313787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -313791.031250 Penalty: 4031.924805
	Iteration 20F: 3 clusters Score -313791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -313793.000000 Penalty: 4031.924805
	Iteration 21Q: 3 clusters Score -313793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -313793.125000 Penalty: 4031.924805
	Iteration 22Q: 3 clusters Score -313793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -313794.250000 Penalty: 4031.924805
	Iteration 23Q: 3 clusters Score -313794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -313795.437500 Penalty: 4031.924805
	Iteration 24Q: 3 clusters Score -313795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -313796.718750 Penalty: 4031.924805
	Iteration 25Q: 3 clusters Score -313796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -313797.812500 Penalty: 4031.924805
	Iteration 26Q: 3 clusters Score -313797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -313798.187500 Penalty: 4031.924805
	Iteration 27Q: 3 clusters Score -313798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -313798.187500 Penalty: 4031.924805
	Iteration 28F: 3 clusters Score -313798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -116195.632812 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -116195.6 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 687 members 
Entering Unmasked Estep 
Score: -114009.414062 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -114009.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -114449.273438 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -114449.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114601.101562 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -114601.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114689.617188 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -114689.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114764.687500 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -114764.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -114808.750000 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -114808.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114849.773438 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -114849.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114891.187500 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -114891.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114916.250000 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -114916.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114933.468750 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -114933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114960.046875 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -114960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114980.234375 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -114980.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -115000.085938 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -115000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115013.945312 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -115013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115030.835938 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -115030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115045.015625 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -115045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115052.585938 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -115052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -115062.210938 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -115062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -115071.515625 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -115071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -115078.390625 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -115078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115085.265625 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -115085.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -115094.507812 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -115094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115100.289062 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -115100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115104.835938 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -115104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115109.757812 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -115109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -115116.289062 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -115116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -115120.015625 Penalty: 3577.663818
	Iteration 26Q: 3 clusters Score -115120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115121.359375 Penalty: 3577.663818
	Iteration 27Q: 3 clusters Score -115121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115121.359375 Penalty: 3577.663818
	Iteration 28F: 3 clusters Score -115121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -477902.687500 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -477902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -473576.031250 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -473576 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -474575.968750 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -474576 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -474767.406250 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -474767.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -474877.812500 Penalty: 4192.251953
	Iteration 3Q: 3 clusters Score -474877.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -474949.812500 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -474949.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -475006.937500 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -475006.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -475056.343750 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -475056.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -475099.812500 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -475099.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -475142.218750 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -475142.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -475181.812500 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -475181.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -475222.562500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -475222.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -475252.593750 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -475252.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -475277.125000 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -475277.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -475304.125000 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -475304.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -475339.156250 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -475339.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -475381.843750 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -475381.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -475418.062500 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -475418.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -475455.781250 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -475455.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -475495.375000 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -475495.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -475539.125000 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -475539.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -475589.375000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -475589.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -475645.718750 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -475645.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -475703.718750 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -475703.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -475748.281250 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -475748.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -475782.500000 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -475782.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -475816.812500 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -475816.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -475845.968750 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -475846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -475869.562500 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -475869.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -475887.906250 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -475887.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -475900.937500 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -475900.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -475913.531250 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -475913.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -475921.562500 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -475921.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -475932.031250 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -475932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -475948.062500 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -475948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -475956.843750 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -475956.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -475965.812500 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -475965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -475969.781250 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -475969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -475974.062500 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -475974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -475978.031250 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -475978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -475984.000000 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -475984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -475992.031250 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -475992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -476001.781250 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -476001.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -476008.468750 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -476008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -476011.031250 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -476011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -476014.500000 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -476014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -476016.406250 Penalty: 4192.251953
	Iteration 45Q: 3 clusters Score -476016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -476016.406250 Penalty: 4192.251953
	Iteration 46F: 3 clusters Score -476016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -599309.250000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -599309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -594217.687500 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -594217.7 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -595479.312500 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -595479.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -595715.625000 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -595715.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -595866.062500 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -595866.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -595968.687500 Penalty: 4306.875000
	Iteration 4Q: 3 clusters Score -595968.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -596060.875000 Penalty: 4306.875000
	Iteration 5Q: 3 clusters Score -596060.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -596143.062500 Penalty: 4306.875000
	Iteration 6Q: 3 clusters Score -596143.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -596233.875000 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -596233.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -596320.562500 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -596320.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -596414.625000 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -596414.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -596515.875000 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -596515.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -596620.875000 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -596620.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -596722.562500 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -596722.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -596857.812500 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -596857.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -597001.500000 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -597001.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -597124.500000 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -597124.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -597217.875000 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -597217.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -597301.187500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -597301.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -597354.000000 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -597354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -597396.250000 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -597396.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -597430.250000 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -597430.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -597451.437500 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -597451.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -597471.687500 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -597471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -597485.250000 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -597485.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -597493.812500 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -597493.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -597503.312500 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -597503.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -597509.250000 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -597509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -597517.250000 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -597517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -597523.062500 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -597523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -597528.375000 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -597528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -597533.750000 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -597533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -597538.187500 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -597538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -597543.437500 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -597543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -597544.625000 Penalty: 4306.875000
	Iteration 33Q: 3 clusters Score -597544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -597548.875000 Penalty: 4306.875000
	Iteration 34Q: 3 clusters Score -597548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -597551.187500 Penalty: 4306.875000
	Iteration 35Q: 3 clusters Score -597551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -597550.750000 Penalty: 4306.875000
	Iteration 36Q: 3 clusters Score -597550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -597551.625000 Penalty: 4306.875000
	Iteration 37Q: 3 clusters Score -597551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -597551.625000 Penalty: 4306.875000
	Iteration 38F: 3 clusters Score -597551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Entering Unmasked Estep 
Score: -585669.562500 Penalty: 2155.321045
	Iteration 0F: 2 clusters Score -585669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -580579.937500 Penalty: 4310.642090
	Iteration 0F: 3 clusters Score -580579.9 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -581857.062500 Penalty: 4310.642090
	Iteration 1F: 3 clusters Score -581857.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -582089.875000 Penalty: 4310.642090
	Iteration 2F: 3 clusters Score -582089.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -582232.500000 Penalty: 4310.642090
	Iteration 3Q: 3 clusters Score -582232.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -582342.500000 Penalty: 4310.642090
	Iteration 4Q: 3 clusters Score -582342.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -582416.437500 Penalty: 4310.642090
	Iteration 5Q: 3 clusters Score -582416.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -582463.500000 Penalty: 4310.642090
	Iteration 6Q: 3 clusters Score -582463.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -582498.750000 Penalty: 4310.642090
	Iteration 7Q: 3 clusters Score -582498.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -582539.812500 Penalty: 4310.642090
	Iteration 8Q: 3 clusters Score -582539.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -582577.625000 Penalty: 4310.642090
	Iteration 9Q: 3 clusters Score -582577.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -582621.375000 Penalty: 4310.642090
	Iteration 10Q: 3 clusters Score -582621.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -582660.562500 Penalty: 4310.642090
	Iteration 11Q: 3 clusters Score -582660.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -582703.875000 Penalty: 4310.642090
	Iteration 12Q: 3 clusters Score -582703.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -582745.375000 Penalty: 4310.642090
	Iteration 13Q: 3 clusters Score -582745.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -582788.187500 Penalty: 4310.642090
	Iteration 14Q: 3 clusters Score -582788.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -582834.875000 Penalty: 4310.642090
	Iteration 15Q: 3 clusters Score -582834.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -582901.250000 Penalty: 4310.642090
	Iteration 16Q: 3 clusters Score -582901.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -582981.312500 Penalty: 4310.642090
	Iteration 17Q: 3 clusters Score -582981.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -583052.562500 Penalty: 4310.642090
	Iteration 18Q: 3 clusters Score -583052.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -583110.125000 Penalty: 4310.642090
	Iteration 19Q: 3 clusters Score -583110.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -583171.250000 Penalty: 4310.642090
	Iteration 20F: 3 clusters Score -583171.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -583230.187500 Penalty: 4310.642090
	Iteration 21Q: 3 clusters Score -583230.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -583283.000000 Penalty: 4310.642090
	Iteration 22Q: 3 clusters Score -583283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -583331.625000 Penalty: 4310.642090
	Iteration 23Q: 3 clusters Score -583331.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -583382.625000 Penalty: 4310.642090
	Iteration 24Q: 3 clusters Score -583382.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -583436.937500 Penalty: 4310.642090
	Iteration 25Q: 3 clusters Score -583436.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -583485.875000 Penalty: 4310.642090
	Iteration 26Q: 3 clusters Score -583485.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -583529.437500 Penalty: 4310.642090
	Iteration 27Q: 3 clusters Score -583529.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -583560.187500 Penalty: 4310.642090
	Iteration 28Q: 3 clusters Score -583560.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -583593.687500 Penalty: 4310.642090
	Iteration 29Q: 3 clusters Score -583593.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -583621.500000 Penalty: 4310.642090
	Iteration 30Q: 3 clusters Score -583621.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -583644.875000 Penalty: 4310.642090
	Iteration 31Q: 3 clusters Score -583644.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -583669.187500 Penalty: 4310.642090
	Iteration 32Q: 3 clusters Score -583669.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -583690.062500 Penalty: 4310.642090
	Iteration 33Q: 3 clusters Score -583690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -583707.125000 Penalty: 4310.642090
	Iteration 34Q: 3 clusters Score -583707.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -583727.687500 Penalty: 4310.642090
	Iteration 35Q: 3 clusters Score -583727.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -583756.687500 Penalty: 4310.642090
	Iteration 36Q: 3 clusters Score -583756.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -583781.437500 Penalty: 4310.642090
	Iteration 37Q: 3 clusters Score -583781.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -583796.625000 Penalty: 4310.642090
	Iteration 38Q: 3 clusters Score -583796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -583807.500000 Penalty: 4310.642090
	Iteration 39Q: 3 clusters Score -583807.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -583818.562500 Penalty: 4310.642090
	Iteration 40F: 3 clusters Score -583818.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -583825.750000 Penalty: 4310.642090
	Iteration 41Q: 3 clusters Score -583825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -583833.937500 Penalty: 4310.642090
	Iteration 42Q: 3 clusters Score -583833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -583844.625000 Penalty: 4310.642090
	Iteration 43Q: 3 clusters Score -583844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -583851.000000 Penalty: 4310.642090
	Iteration 44Q: 3 clusters Score -583851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -583858.000000 Penalty: 4310.642090
	Iteration 45Q: 3 clusters Score -583858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -583866.250000 Penalty: 4310.642090
	Iteration 46Q: 3 clusters Score -583866.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -583875.000000 Penalty: 4310.642090
	Iteration 47Q: 3 clusters Score -583875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -583878.562500 Penalty: 4310.642090
	Iteration 48Q: 3 clusters Score -583878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -583881.250000 Penalty: 4310.642090
	Iteration 49Q: 3 clusters Score -583881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -583880.812500 Penalty: 4310.642090
	Iteration 50Q: 3 clusters Score -583880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -583882.625000 Penalty: 4310.642090
	Iteration 51Q: 3 clusters Score -583882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -583884.750000 Penalty: 4310.642090
	Iteration 52Q: 3 clusters Score -583884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -583886.000000 Penalty: 4310.642090
	Iteration 53Q: 3 clusters Score -583886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -583888.500000 Penalty: 4310.642090
	Iteration 54Q: 3 clusters Score -583888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -583888.312500 Penalty: 4310.642090
	Iteration 55Q: 3 clusters Score -583888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -583888.812500 Penalty: 4310.642090
	Iteration 56Q: 3 clusters Score -583888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -583891.000000 Penalty: 4310.642090
	Iteration 57Q: 3 clusters Score -583891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -583891.000000 Penalty: 4310.642090
	Iteration 58F: 3 clusters Score -583891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 13497 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62090 members 
Mstep: Class 22 contains 14333 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103074 members 
Mstep: Class 32 contains 7654 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7869 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965008.000000 Penalty: 172130.390625
Iteration 239Q: 53 clusters Score -5.896501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 13499 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62088 members 
Mstep: Class 22 contains 14332 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103073 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7874 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964984.000000 Penalty: 172130.390625
Iteration 240F: 53 clusters Score -5.896498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14424 members 
Mstep: Class 5 contains 13500 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62086 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103073 members 
Mstep: Class 32 contains 7651 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3391 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965036.000000 Penalty: 172130.390625
Iteration 241Q: 53 clusters Score -5.896504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14423 members 
Mstep: Class 5 contains 13502 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36047 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62084 members 
Mstep: Class 22 contains 14325 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103072 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3246 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3392 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965020.000000 Penalty: 172130.390625
Iteration 242Q: 53 clusters Score -5.896502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14422 members 
Mstep: Class 5 contains 13503 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12300 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62083 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103071 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7882 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3393 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965012.000000 Penalty: 172130.390625
Iteration 243Q: 53 clusters Score -5.896501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14423 members 
Mstep: Class 5 contains 13504 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35211 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62082 members 
Mstep: Class 22 contains 14322 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103070 members 
Mstep: Class 32 contains 7651 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3395 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964980.000000 Penalty: 172130.390625
Iteration 244Q: 53 clusters Score -5.896498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35210 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62081 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103069 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7883 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964988.000000 Penalty: 172130.390625
Iteration 245Q: 53 clusters Score -5.896499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62079 members 
Mstep: Class 22 contains 14325 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103070 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7883 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965024.000000 Penalty: 172130.390625
Iteration 246Q: 53 clusters Score -5.896502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25320 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62077 members 
Mstep: Class 22 contains 14327 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103069 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7883 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965036.000000 Penalty: 172130.390625
Iteration 247Q: 53 clusters Score -5.896504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25320 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 24534 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62074 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103070 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7883 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965028.000000 Penalty: 172130.390625
Iteration 248Q: 53 clusters Score -5.896503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25320 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 24534 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62073 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103071 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7883 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965020.000000 Penalty: 172130.390625
Iteration 249Q: 53 clusters Score -5.896502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25320 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 24534 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 62073 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 7883 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5522 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 22187 members 
Mstep: Class 31 contains 103071 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 7883 members 
Mstep: Class 38 contains 2220 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 28628 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 25305 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 4070 members 
Mstep: Class 45 contains 2789 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 6333 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1357 members 
Mstep: Class 50 contains 4685 members 
Mstep: Class 51 contains 5903 members 
Mstep: Class 52 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58965020.000000 Penalty: 172130.390625
Iteration 250F: 53 clusters Score -5.896502e+07 nChanged 0
Entering ConstructFrom: 
Score: -58965020.000000 Penalty: 172130.390625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -178778.171875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -178778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -176138.312500 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -176138.3 nChanged 667
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: -176749.171875 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -176749.2 nChanged 183
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: -177014.328125 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -177014.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -177276.296875 Penalty: 3784.227051
	Iteration 3F: 3 clusters Score -177276.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -177519.281250 Penalty: 3784.227051
	Iteration 4F: 3 clusters Score -177519.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177659.625000 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -177659.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177742.187500 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -177742.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -177789.656250 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -177789.7 nChanged 30
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: -177814.000000 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -177814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -177831.437500 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -177831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -177859.359375 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -177859.4 nChanged 19
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: -177886.640625 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -177886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -177914.593750 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -177914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -177928.750000 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -177928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -177933.390625 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -177933.4 nChanged 6
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: -177936.609375 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -177936.6 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: -177938.343750 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -177938.3 nChanged 1
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: -177938.625000 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -177938.6 nChanged 1
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: -177938.765625 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -177938.8 nChanged 2
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: -177939.953125 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -177940 nChanged 1
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: -177941.375000 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -177941.4 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: -177944.156250 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -177944.2 nChanged 2
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: -177945.046875 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -177945 nChanged 1
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: -177945.953125 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -177946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177946.171875 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -177946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177946.171875 Penalty: 3784.227051
	Iteration 25F: 3 clusters Score -177946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -420259.593750 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -420259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -415922.187500 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -415922.2 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -416983.031250 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -416983 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -417216.906250 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -417216.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -417373.937500 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -417373.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -417520.687500 Penalty: 4190.130371
	Iteration 4Q: 3 clusters Score -417520.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -417650.437500 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -417650.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -417756.250000 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -417756.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -417857.718750 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -417857.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -417956.250000 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -417956.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -418051.812500 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -418051.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -418135.593750 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -418135.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -418200.437500 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -418200.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -418262.187500 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -418262.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -418312.937500 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -418312.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -418357.312500 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -418357.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -418389.375000 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -418389.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -418423.062500 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -418423.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -418451.312500 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -418451.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -418471.250000 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -418471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -418490.968750 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -418491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -418506.906250 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -418506.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -418513.625000 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -418513.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -418520.218750 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -418520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -418524.625000 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -418524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -418528.218750 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -418528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -418532.593750 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -418532.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -418536.968750 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -418537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -418538.875000 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -418538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -418543.343750 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -418543.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -418550.062500 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -418550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -418553.750000 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -418553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -418555.250000 Penalty: 4190.130371
	Iteration 31Q: 3 clusters Score -418555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -418555.468750 Penalty: 4190.130371
	Iteration 32Q: 3 clusters Score -418555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -418560.093750 Penalty: 4190.130371
	Iteration 33Q: 3 clusters Score -418560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -418562.281250 Penalty: 4190.130371
	Iteration 34Q: 3 clusters Score -418562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -418564.968750 Penalty: 4190.130371
	Iteration 35Q: 3 clusters Score -418565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -418568.562500 Penalty: 4190.130371
	Iteration 36Q: 3 clusters Score -418568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -418570.562500 Penalty: 4190.130371
	Iteration 37Q: 3 clusters Score -418570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -418572.406250 Penalty: 4190.130371
	Iteration 38Q: 3 clusters Score -418572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -418572.312500 Penalty: 4190.130371
	Iteration 39Q: 3 clusters Score -418572.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -418572.312500 Penalty: 4190.130371
	Iteration 40F: 3 clusters Score -418572.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Entering Unmasked Estep 
Score: -2455956.250000 Penalty: 2514.558838
	Iteration 0F: 2 clusters Score -2455956 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 12633 members 
Entering Unmasked Estep 
Score: -2438528.250000 Penalty: 5029.117676
	Iteration 0F: 3 clusters Score -2438528 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2444624.750000 Penalty: 5029.117676
	Iteration 1F: 3 clusters Score -2444625 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2445162.000000 Penalty: 5029.117676
	Iteration 2F: 3 clusters Score -2445162 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2445700.500000 Penalty: 5029.117676
	Iteration 3Q: 3 clusters Score -2445700 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2446298.750000 Penalty: 5029.117676
	Iteration 4Q: 3 clusters Score -2446299 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2446969.500000 Penalty: 5029.117676
	Iteration 5F: 3 clusters Score -2446970 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2447758.250000 Penalty: 5029.117676
	Iteration 6F: 3 clusters Score -2447758 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2448720.250000 Penalty: 5029.117676
	Iteration 7F: 3 clusters Score -2448720 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2449738.000000 Penalty: 5029.117676
	Iteration 8F: 3 clusters Score -2449738 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2450626.000000 Penalty: 5029.117676
	Iteration 9F: 3 clusters Score -2450626 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2451328.500000 Penalty: 5029.117676
	Iteration 10Q: 3 clusters Score -2451328 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2451856.750000 Penalty: 5029.117676
	Iteration 11Q: 3 clusters Score -2451857 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2452234.250000 Penalty: 5029.117676
	Iteration 12Q: 3 clusters Score -2452234 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2452507.500000 Penalty: 5029.117676
	Iteration 13Q: 3 clusters Score -2452508 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2452690.750000 Penalty: 5029.117676
	Iteration 14Q: 3 clusters Score -2452691 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2452817.000000 Penalty: 5029.117676
	Iteration 15Q: 3 clusters Score -2452817 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2452947.750000 Penalty: 5029.117676
	Iteration 16Q: 3 clusters Score -2452948 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2453046.750000 Penalty: 5029.117676
	Iteration 17Q: 3 clusters Score -2453047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2453143.500000 Penalty: 5029.117676
	Iteration 18Q: 3 clusters Score -2453144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2453239.000000 Penalty: 5029.117676
	Iteration 19Q: 3 clusters Score -2453239 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2453331.000000 Penalty: 5029.117676
	Iteration 20F: 3 clusters Score -2453331 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2453403.250000 Penalty: 5029.117676
	Iteration 21Q: 3 clusters Score -2453403 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2453458.750000 Penalty: 5029.117676
	Iteration 22Q: 3 clusters Score -2453459 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2453489.750000 Penalty: 5029.117676
	Iteration 23Q: 3 clusters Score -2453490 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2453521.500000 Penalty: 5029.117676
	Iteration 24Q: 3 clusters Score -2453522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2453546.000000 Penalty: 5029.117676
	Iteration 25Q: 3 clusters Score -2453546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2453560.500000 Penalty: 5029.117676
	Iteration 26Q: 3 clusters Score -2453560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2453580.750000 Penalty: 5029.117676
	Iteration 27Q: 3 clusters Score -2453581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2453586.500000 Penalty: 5029.117676
	Iteration 28Q: 3 clusters Score -2453586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2453604.750000 Penalty: 5029.117676
	Iteration 29Q: 3 clusters Score -2453605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2453599.250000 Penalty: 5029.117676
	Iteration 30Q: 3 clusters Score -2453599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2453604.750000 Penalty: 5029.117676
	Iteration 31Q: 3 clusters Score -2453605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2453612.750000 Penalty: 5029.117676
	Iteration 32Q: 3 clusters Score -2453613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2453625.500000 Penalty: 5029.117676
	Iteration 33Q: 3 clusters Score -2453626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2453636.250000 Penalty: 5029.117676
	Iteration 34Q: 3 clusters Score -2453636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2453642.750000 Penalty: 5029.117676
	Iteration 35Q: 3 clusters Score -2453643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2453643.250000 Penalty: 5029.117676
	Iteration 36Q: 3 clusters Score -2453643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2453649.750000 Penalty: 5029.117676
	Iteration 37Q: 3 clusters Score -2453650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2453649.000000 Penalty: 5029.117676
	Iteration 38Q: 3 clusters Score -2453649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2453643.750000 Penalty: 5029.117676
	Iteration 39Q: 3 clusters Score -2453644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2453649.000000 Penalty: 5029.117676
	Iteration 40F: 3 clusters Score -2453649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2453649.500000 Penalty: 5029.117676
	Iteration 41Q: 3 clusters Score -2453650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2453649.750000 Penalty: 5029.117676
	Iteration 42Q: 3 clusters Score -2453650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2453652.500000 Penalty: 5029.117676
	Iteration 43Q: 3 clusters Score -2453652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2453651.000000 Penalty: 5029.117676
	Iteration 44Q: 3 clusters Score -2453651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2453648.250000 Penalty: 5029.117676
	Iteration 45Q: 3 clusters Score -2453648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2453651.750000 Penalty: 5029.117676
	Iteration 46Q: 3 clusters Score -2453652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2453656.250000 Penalty: 5029.117676
	Iteration 47Q: 3 clusters Score -2453656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2453661.500000 Penalty: 5029.117676
	Iteration 48Q: 3 clusters Score -2453662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2453656.250000 Penalty: 5029.117676
	Iteration 49Q: 3 clusters Score -2453656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2453655.250000 Penalty: 5029.117676
	Iteration 50Q: 3 clusters Score -2453655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2453655.000000 Penalty: 5029.117676
	Iteration 51Q: 3 clusters Score -2453655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2453656.000000 Penalty: 5029.117676
	Iteration 52Q: 3 clusters Score -2453656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2453660.750000 Penalty: 5029.117676
	Iteration 53Q: 3 clusters Score -2453661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2453658.250000 Penalty: 5029.117676
	Iteration 54Q: 3 clusters Score -2453658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2453660.250000 Penalty: 5029.117676
	Iteration 55Q: 3 clusters Score -2453660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2453657.500000 Penalty: 5029.117676
	Iteration 56Q: 3 clusters Score -2453658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2453657.500000 Penalty: 5029.117676
	Iteration 57Q: 3 clusters Score -2453658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2453656.000000 Penalty: 5029.117676
	Iteration 58Q: 3 clusters Score -2453656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2453656.000000 Penalty: 5029.117676
	Iteration 59F: 3 clusters Score -2453656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Entering Unmasked Estep 
Score: -1334798.000000 Penalty: 2374.957275
	Iteration 0F: 2 clusters Score -1334798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1324319.750000 Penalty: 4749.914551
	Iteration 0F: 3 clusters Score -1324320 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1327601.000000 Penalty: 4749.914551
	Iteration 1F: 3 clusters Score -1327601 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1327983.625000 Penalty: 4749.914551
	Iteration 2F: 3 clusters Score -1327984 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1328316.125000 Penalty: 4749.914551
	Iteration 3F: 3 clusters Score -1328316 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1328690.375000 Penalty: 4749.914551
	Iteration 4Q: 3 clusters Score -1328690 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1329135.000000 Penalty: 4749.914551
	Iteration 5Q: 3 clusters Score -1329135 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1329667.250000 Penalty: 4749.914551
	Iteration 6F: 3 clusters Score -1329667 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1330255.375000 Penalty: 4749.914551
	Iteration 7F: 3 clusters Score -1330255 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1330851.375000 Penalty: 4749.914551
	Iteration 8F: 3 clusters Score -1330851 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1331416.125000 Penalty: 4749.914551
	Iteration 9F: 3 clusters Score -1331416 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1331870.250000 Penalty: 4749.914551
	Iteration 10Q: 3 clusters Score -1331870 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1332242.875000 Penalty: 4749.914551
	Iteration 11Q: 3 clusters Score -1332243 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1332477.625000 Penalty: 4749.914551
	Iteration 12Q: 3 clusters Score -1332478 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1332639.625000 Penalty: 4749.914551
	Iteration 13Q: 3 clusters Score -1332640 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1332741.625000 Penalty: 4749.914551
	Iteration 14Q: 3 clusters Score -1332742 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1332824.000000 Penalty: 4749.914551
	Iteration 15Q: 3 clusters Score -1332824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1332881.000000 Penalty: 4749.914551
	Iteration 16Q: 3 clusters Score -1332881 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1332913.125000 Penalty: 4749.914551
	Iteration 17Q: 3 clusters Score -1332913 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1332944.875000 Penalty: 4749.914551
	Iteration 18Q: 3 clusters Score -1332945 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1332972.125000 Penalty: 4749.914551
	Iteration 19Q: 3 clusters Score -1332972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1332989.625000 Penalty: 4749.914551
	Iteration 20F: 3 clusters Score -1332990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1333002.000000 Penalty: 4749.914551
	Iteration 21Q: 3 clusters Score -1333002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1333025.375000 Penalty: 4749.914551
	Iteration 22Q: 3 clusters Score -1333025 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1333053.750000 Penalty: 4749.914551
	Iteration 23Q: 3 clusters Score -1333054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1333071.125000 Penalty: 4749.914551
	Iteration 24Q: 3 clusters Score -1333071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1333090.000000 Penalty: 4749.914551
	Iteration 25Q: 3 clusters Score -1333090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1333103.875000 Penalty: 4749.914551
	Iteration 26Q: 3 clusters Score -1333104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1333117.750000 Penalty: 4749.914551
	Iteration 27Q: 3 clusters Score -1333118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1333127.375000 Penalty: 4749.914551
	Iteration 28Q: 3 clusters Score -1333127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1333140.375000 Penalty: 4749.914551
	Iteration 29Q: 3 clusters Score -1333140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1333146.625000 Penalty: 4749.914551
	Iteration 30Q: 3 clusters Score -1333147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1333165.750000 Penalty: 4749.914551
	Iteration 31Q: 3 clusters Score -1333166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1333170.875000 Penalty: 4749.914551
	Iteration 32Q: 3 clusters Score -1333171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1333182.500000 Penalty: 4749.914551
	Iteration 33Q: 3 clusters Score -1333182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1333193.125000 Penalty: 4749.914551
	Iteration 34Q: 3 clusters Score -1333193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1333201.125000 Penalty: 4749.914551
	Iteration 35Q: 3 clusters Score -1333201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1333210.750000 Penalty: 4749.914551
	Iteration 36Q: 3 clusters Score -1333211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1333215.500000 Penalty: 4749.914551
	Iteration 37Q: 3 clusters Score -1333216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1333215.375000 Penalty: 4749.914551
	Iteration 38Q: 3 clusters Score -1333215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1333218.750000 Penalty: 4749.914551
	Iteration 39Q: 3 clusters Score -1333219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1333223.625000 Penalty: 4749.914551
	Iteration 40F: 3 clusters Score -1333224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1333227.625000 Penalty: 4749.914551
	Iteration 41Q: 3 clusters Score -1333228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1333227.250000 Penalty: 4749.914551
	Iteration 42Q: 3 clusters Score -1333227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1333230.750000 Penalty: 4749.914551
	Iteration 43Q: 3 clusters Score -1333231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1333230.625000 Penalty: 4749.914551
	Iteration 44Q: 3 clusters Score -1333231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1333232.500000 Penalty: 4749.914551
	Iteration 45Q: 3 clusters Score -1333232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1333235.750000 Penalty: 4749.914551
	Iteration 46Q: 3 clusters Score -1333236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1333238.500000 Penalty: 4749.914551
	Iteration 47Q: 3 clusters Score -1333238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1333239.250000 Penalty: 4749.914551
	Iteration 48Q: 3 clusters Score -1333239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1333244.000000 Penalty: 4749.914551
	Iteration 49Q: 3 clusters Score -1333244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1333243.500000 Penalty: 4749.914551
	Iteration 50Q: 3 clusters Score -1333244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1333244.250000 Penalty: 4749.914551
	Iteration 51Q: 3 clusters Score -1333244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1333243.125000 Penalty: 4749.914551
	Iteration 52Q: 3 clusters Score -1333243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1333243.750000 Penalty: 4749.914551
	Iteration 53Q: 3 clusters Score -1333244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1333246.000000 Penalty: 4749.914551
	Iteration 54Q: 3 clusters Score -1333246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1333249.625000 Penalty: 4749.914551
	Iteration 55Q: 3 clusters Score -1333250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1333249.750000 Penalty: 4749.914551
	Iteration 56Q: 3 clusters Score -1333250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1333248.750000 Penalty: 4749.914551
	Iteration 57Q: 3 clusters Score -1333249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1333248.750000 Penalty: 4749.914551
	Iteration 58Q: 3 clusters Score -1333249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1333249.750000 Penalty: 4749.914551
	Iteration 59Q: 3 clusters Score -1333250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1333252.750000 Penalty: 4749.914551
	Iteration 60F: 3 clusters Score -1333253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1333251.500000 Penalty: 4749.914551
	Iteration 61Q: 3 clusters Score -1333252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1333248.375000 Penalty: 4749.914551
	Iteration 62Q: 3 clusters Score -1333248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1333250.875000 Penalty: 4749.914551
	Iteration 63Q: 3 clusters Score -1333251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1333250.875000 Penalty: 4749.914551
	Iteration 64Q: 3 clusters Score -1333251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1333254.500000 Penalty: 4749.914551
	Iteration 65Q: 3 clusters Score -1333254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1333252.750000 Penalty: 4749.914551
	Iteration 66Q: 3 clusters Score -1333253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1333255.375000 Penalty: 4749.914551
	Iteration 67Q: 3 clusters Score -1333255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1333258.250000 Penalty: 4749.914551
	Iteration 68Q: 3 clusters Score -1333258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1333258.250000 Penalty: 4749.914551
	Iteration 69F: 3 clusters Score -1333258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Entering Unmasked Estep 
Score: -1327679.375000 Penalty: 2358.682373
	Iteration 0F: 2 clusters Score -1327679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1317876.000000 Penalty: 4717.364746
	Iteration 0F: 3 clusters Score -1317876 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1320908.250000 Penalty: 4717.364746
	Iteration 1F: 3 clusters Score -1320908 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1321268.875000 Penalty: 4717.364746
	Iteration 2F: 3 clusters Score -1321269 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1321562.375000 Penalty: 4717.364746
	Iteration 3Q: 3 clusters Score -1321562 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1321821.000000 Penalty: 4717.364746
	Iteration 4Q: 3 clusters Score -1321821 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1322055.500000 Penalty: 4717.364746
	Iteration 5Q: 3 clusters Score -1322056 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1322253.500000 Penalty: 4717.364746
	Iteration 6Q: 3 clusters Score -1322254 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1322440.250000 Penalty: 4717.364746
	Iteration 7Q: 3 clusters Score -1322440 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1322611.750000 Penalty: 4717.364746
	Iteration 8Q: 3 clusters Score -1322612 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1322757.625000 Penalty: 4717.364746
	Iteration 9Q: 3 clusters Score -1322758 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1322860.125000 Penalty: 4717.364746
	Iteration 10Q: 3 clusters Score -1322860 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1322944.250000 Penalty: 4717.364746
	Iteration 11Q: 3 clusters Score -1322944 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1323010.875000 Penalty: 4717.364746
	Iteration 12Q: 3 clusters Score -1323011 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1323076.500000 Penalty: 4717.364746
	Iteration 13Q: 3 clusters Score -1323076 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1323139.375000 Penalty: 4717.364746
	Iteration 14Q: 3 clusters Score -1323139 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1323194.750000 Penalty: 4717.364746
	Iteration 15Q: 3 clusters Score -1323195 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1323250.625000 Penalty: 4717.364746
	Iteration 16Q: 3 clusters Score -1323251 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1323299.500000 Penalty: 4717.364746
	Iteration 17Q: 3 clusters Score -1323300 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1323368.375000 Penalty: 4717.364746
	Iteration 18Q: 3 clusters Score -1323368 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1323441.500000 Penalty: 4717.364746
	Iteration 19Q: 3 clusters Score -1323442 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1323529.875000 Penalty: 4717.364746
	Iteration 20F: 3 clusters Score -1323530 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1323624.125000 Penalty: 4717.364746
	Iteration 21Q: 3 clusters Score -1323624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1323729.375000 Penalty: 4717.364746
	Iteration 22Q: 3 clusters Score -1323729 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1323829.625000 Penalty: 4717.364746
	Iteration 23Q: 3 clusters Score -1323830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1323925.125000 Penalty: 4717.364746
	Iteration 24Q: 3 clusters Score -1323925 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1324026.125000 Penalty: 4717.364746
	Iteration 25Q: 3 clusters Score -1324026 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1324121.250000 Penalty: 4717.364746
	Iteration 26Q: 3 clusters Score -1324121 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1324230.125000 Penalty: 4717.364746
	Iteration 27Q: 3 clusters Score -1324230 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1324332.500000 Penalty: 4717.364746
	Iteration 28Q: 3 clusters Score -1324332 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1324430.750000 Penalty: 4717.364746
	Iteration 29Q: 3 clusters Score -1324431 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1324539.125000 Penalty: 4717.364746
	Iteration 30Q: 3 clusters Score -1324539 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1324682.250000 Penalty: 4717.364746
	Iteration 31Q: 3 clusters Score -1324682 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1324803.375000 Penalty: 4717.364746
	Iteration 32Q: 3 clusters Score -1324803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1324917.125000 Penalty: 4717.364746
	Iteration 33Q: 3 clusters Score -1324917 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1325016.750000 Penalty: 4717.364746
	Iteration 34Q: 3 clusters Score -1325017 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1325116.375000 Penalty: 4717.364746
	Iteration 35Q: 3 clusters Score -1325116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1325216.500000 Penalty: 4717.364746
	Iteration 36Q: 3 clusters Score -1325216 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1325298.500000 Penalty: 4717.364746
	Iteration 37Q: 3 clusters Score -1325298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1325365.250000 Penalty: 4717.364746
	Iteration 38Q: 3 clusters Score -1325365 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1325419.750000 Penalty: 4717.364746
	Iteration 39Q: 3 clusters Score -1325420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1325456.875000 Penalty: 4717.364746
	Iteration 40F: 3 clusters Score -1325457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1325496.250000 Penalty: 4717.364746
	Iteration 41Q: 3 clusters Score -1325496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1325529.750000 Penalty: 4717.364746
	Iteration 42Q: 3 clusters Score -1325530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1325562.875000 Penalty: 4717.364746
	Iteration 43Q: 3 clusters Score -1325563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1325584.750000 Penalty: 4717.364746
	Iteration 44Q: 3 clusters Score -1325585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1325602.875000 Penalty: 4717.364746
	Iteration 45Q: 3 clusters Score -1325603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1325619.375000 Penalty: 4717.364746
	Iteration 46Q: 3 clusters Score -1325619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1325627.375000 Penalty: 4717.364746
	Iteration 47Q: 3 clusters Score -1325627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1325633.750000 Penalty: 4717.364746
	Iteration 48Q: 3 clusters Score -1325634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1325647.000000 Penalty: 4717.364746
	Iteration 49Q: 3 clusters Score -1325647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1325658.125000 Penalty: 4717.364746
	Iteration 50Q: 3 clusters Score -1325658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1325662.625000 Penalty: 4717.364746
	Iteration 51Q: 3 clusters Score -1325663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1325666.625000 Penalty: 4717.364746
	Iteration 52Q: 3 clusters Score -1325667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1325669.000000 Penalty: 4717.364746
	Iteration 53Q: 3 clusters Score -1325669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1325673.250000 Penalty: 4717.364746
	Iteration 54Q: 3 clusters Score -1325673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1325674.375000 Penalty: 4717.364746
	Iteration 55Q: 3 clusters Score -1325674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1325677.875000 Penalty: 4717.364746
	Iteration 56Q: 3 clusters Score -1325678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1325677.375000 Penalty: 4717.364746
	Iteration 57Q: 3 clusters Score -1325677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1325676.375000 Penalty: 4717.364746
	Iteration 58Q: 3 clusters Score -1325676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1325676.375000 Penalty: 4717.364746
	Iteration 59F: 3 clusters Score -1325676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Entering Unmasked Estep 
Score: -2428622.500000 Penalty: 2506.738037
	Iteration 0F: 2 clusters Score -2428622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2411667.250000 Penalty: 5013.476074
	Iteration 0F: 3 clusters Score -2411667 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2417511.250000 Penalty: 5013.476074
	Iteration 1F: 3 clusters Score -2417511 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2417951.500000 Penalty: 5013.476074
	Iteration 2F: 3 clusters Score -2417952 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2418350.750000 Penalty: 5013.476074
	Iteration 3Q: 3 clusters Score -2418351 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2418756.750000 Penalty: 5013.476074
	Iteration 4Q: 3 clusters Score -2418757 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2419254.500000 Penalty: 5013.476074
	Iteration 5Q: 3 clusters Score -2419254 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2419889.000000 Penalty: 5013.476074
	Iteration 6F: 3 clusters Score -2419889 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2420737.000000 Penalty: 5013.476074
	Iteration 7F: 3 clusters Score -2420737 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2421717.250000 Penalty: 5013.476074
	Iteration 8F: 3 clusters Score -2421717 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2422738.750000 Penalty: 5013.476074
	Iteration 9F: 3 clusters Score -2422739 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2423627.250000 Penalty: 5013.476074
	Iteration 10Q: 3 clusters Score -2423627 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2424326.500000 Penalty: 5013.476074
	Iteration 11Q: 3 clusters Score -2424326 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2424864.750000 Penalty: 5013.476074
	Iteration 12Q: 3 clusters Score -2424865 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2425252.250000 Penalty: 5013.476074
	Iteration 13Q: 3 clusters Score -2425252 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2425501.750000 Penalty: 5013.476074
	Iteration 14Q: 3 clusters Score -2425502 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2425686.250000 Penalty: 5013.476074
	Iteration 15Q: 3 clusters Score -2425686 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2425815.750000 Penalty: 5013.476074
	Iteration 16Q: 3 clusters Score -2425816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2425930.000000 Penalty: 5013.476074
	Iteration 17Q: 3 clusters Score -2425930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2425994.750000 Penalty: 5013.476074
	Iteration 18Q: 3 clusters Score -2425995 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2426031.750000 Penalty: 5013.476074
	Iteration 19Q: 3 clusters Score -2426032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2426071.000000 Penalty: 5013.476074
	Iteration 20F: 3 clusters Score -2426071 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2426107.500000 Penalty: 5013.476074
	Iteration 21Q: 3 clusters Score -2426108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2426126.500000 Penalty: 5013.476074
	Iteration 22Q: 3 clusters Score -2426126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2426156.750000 Penalty: 5013.476074
	Iteration 23Q: 3 clusters Score -2426157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2426180.750000 Penalty: 5013.476074
	Iteration 24Q: 3 clusters Score -2426181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2426202.500000 Penalty: 5013.476074
	Iteration 25Q: 3 clusters Score -2426202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2426230.000000 Penalty: 5013.476074
	Iteration 26Q: 3 clusters Score -2426230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2426243.750000 Penalty: 5013.476074
	Iteration 27Q: 3 clusters Score -2426244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2426255.250000 Penalty: 5013.476074
	Iteration 28Q: 3 clusters Score -2426255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2426260.500000 Penalty: 5013.476074
	Iteration 29Q: 3 clusters Score -2426260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2426271.000000 Penalty: 5013.476074
	Iteration 30Q: 3 clusters Score -2426271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2426278.000000 Penalty: 5013.476074
	Iteration 31Q: 3 clusters Score -2426278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2426301.250000 Penalty: 5013.476074
	Iteration 32Q: 3 clusters Score -2426301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2426308.750000 Penalty: 5013.476074
	Iteration 33Q: 3 clusters Score -2426309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2426316.500000 Penalty: 5013.476074
	Iteration 34Q: 3 clusters Score -2426316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2426321.500000 Penalty: 5013.476074
	Iteration 35Q: 3 clusters Score -2426322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2426326.750000 Penalty: 5013.476074
	Iteration 36Q: 3 clusters Score -2426327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2426337.250000 Penalty: 5013.476074
	Iteration 37Q: 3 clusters Score -2426337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2426346.500000 Penalty: 5013.476074
	Iteration 38Q: 3 clusters Score -2426346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2426354.250000 Penalty: 5013.476074
	Iteration 39Q: 3 clusters Score -2426354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2426360.750000 Penalty: 5013.476074
	Iteration 40F: 3 clusters Score -2426361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2426369.250000 Penalty: 5013.476074
	Iteration 41Q: 3 clusters Score -2426369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2426373.250000 Penalty: 5013.476074
	Iteration 42Q: 3 clusters Score -2426373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2426370.500000 Penalty: 5013.476074
	Iteration 43Q: 3 clusters Score -2426370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2426375.750000 Penalty: 5013.476074
	Iteration 44Q: 3 clusters Score -2426376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2426380.250000 Penalty: 5013.476074
	Iteration 45Q: 3 clusters Score -2426380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2426381.500000 Penalty: 5013.476074
	Iteration 46Q: 3 clusters Score -2426382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2426381.500000 Penalty: 5013.476074
	Iteration 47F: 3 clusters Score -2426382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -472517.656250 Penalty: 2116.395752
	Iteration 0F: 2 clusters Score -472517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -467896.281250 Penalty: 4232.791504
	Iteration 0F: 3 clusters Score -467896.3 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -469074.093750 Penalty: 4232.791504
	Iteration 1F: 3 clusters Score -469074.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -469415.906250 Penalty: 4232.791504
	Iteration 2F: 3 clusters Score -469415.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -469745.843750 Penalty: 4232.791504
	Iteration 3F: 3 clusters Score -469745.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -470043.250000 Penalty: 4232.791504
	Iteration 4F: 3 clusters Score -470043.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -470325.843750 Penalty: 4232.791504
	Iteration 5F: 3 clusters Score -470325.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -470598.687500 Penalty: 4232.791504
	Iteration 6F: 3 clusters Score -470598.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -470796.156250 Penalty: 4232.791504
	Iteration 7Q: 3 clusters Score -470796.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -470946.000000 Penalty: 4232.791504
	Iteration 8Q: 3 clusters Score -470946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -471023.593750 Penalty: 4232.791504
	Iteration 9Q: 3 clusters Score -471023.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -471074.687500 Penalty: 4232.791504
	Iteration 10Q: 3 clusters Score -471074.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -471111.000000 Penalty: 4232.791504
	Iteration 11Q: 3 clusters Score -471111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -471135.281250 Penalty: 4232.791504
	Iteration 12Q: 3 clusters Score -471135.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -471161.312500 Penalty: 4232.791504
	Iteration 13Q: 3 clusters Score -471161.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -471179.593750 Penalty: 4232.791504
	Iteration 14Q: 3 clusters Score -471179.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -471197.843750 Penalty: 4232.791504
	Iteration 15Q: 3 clusters Score -471197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -471213.062500 Penalty: 4232.791504
	Iteration 16Q: 3 clusters Score -471213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -471223.468750 Penalty: 4232.791504
	Iteration 17Q: 3 clusters Score -471223.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -471230.468750 Penalty: 4232.791504
	Iteration 18Q: 3 clusters Score -471230.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -471240.562500 Penalty: 4232.791504
	Iteration 19Q: 3 clusters Score -471240.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -471248.406250 Penalty: 4232.791504
	Iteration 20F: 3 clusters Score -471248.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -471254.625000 Penalty: 4232.791504
	Iteration 21Q: 3 clusters Score -471254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -471259.000000 Penalty: 4232.791504
	Iteration 22Q: 3 clusters Score -471259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -471261.312500 Penalty: 4232.791504
	Iteration 23Q: 3 clusters Score -471261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -471261.531250 Penalty: 4232.791504
	Iteration 24Q: 3 clusters Score -471261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -471262.812500 Penalty: 4232.791504
	Iteration 25Q: 3 clusters Score -471262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -471263.218750 Penalty: 4232.791504
	Iteration 26Q: 3 clusters Score -471263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -471265.625000 Penalty: 4232.791504
	Iteration 27Q: 3 clusters Score -471265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -471265.812500 Penalty: 4232.791504
	Iteration 28Q: 3 clusters Score -471265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -471268.437500 Penalty: 4232.791504
	Iteration 29Q: 3 clusters Score -471268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -471269.031250 Penalty: 4232.791504
	Iteration 30Q: 3 clusters Score -471269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -471269.968750 Penalty: 4232.791504
	Iteration 31Q: 3 clusters Score -471270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -471270.968750 Penalty: 4232.791504
	Iteration 32Q: 3 clusters Score -471271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -471273.500000 Penalty: 4232.791504
	Iteration 33Q: 3 clusters Score -471273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -471278.593750 Penalty: 4232.791504
	Iteration 34Q: 3 clusters Score -471278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -471283.156250 Penalty: 4232.791504
	Iteration 35Q: 3 clusters Score -471283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -471288.843750 Penalty: 4232.791504
	Iteration 36Q: 3 clusters Score -471288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -471290.343750 Penalty: 4232.791504
	Iteration 37Q: 3 clusters Score -471290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -471290.531250 Penalty: 4232.791504
	Iteration 38Q: 3 clusters Score -471290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -471293.000000 Penalty: 4232.791504
	Iteration 39Q: 3 clusters Score -471293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -471294.687500 Penalty: 4232.791504
	Iteration 40F: 3 clusters Score -471294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -471296.625000 Penalty: 4232.791504
	Iteration 41Q: 3 clusters Score -471296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -471298.656250 Penalty: 4232.791504
	Iteration 42Q: 3 clusters Score -471298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -471298.875000 Penalty: 4232.791504
	Iteration 43Q: 3 clusters Score -471298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -471299.750000 Penalty: 4232.791504
	Iteration 44Q: 3 clusters Score -471299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -471300.281250 Penalty: 4232.791504
	Iteration 45Q: 3 clusters Score -471300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -471300.968750 Penalty: 4232.791504
	Iteration 46Q: 3 clusters Score -471301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -471300.718750 Penalty: 4232.791504
	Iteration 47Q: 3 clusters Score -471300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -471300.718750 Penalty: 4232.791504
	Iteration 48F: 3 clusters Score -471300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -203179.437500 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -203179.4 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 1275 members 
Entering Unmasked Estep 
Score: -200299.921875 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -200299.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -201070.484375 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -201070.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -201355.250000 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -201355.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -201568.984375 Penalty: 3894.037842
	Iteration 3F: 3 clusters Score -201569 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -201784.343750 Penalty: 3894.037842
	Iteration 4F: 3 clusters Score -201784.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -202000.953125 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -202001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -202174.218750 Penalty: 3894.037842
	Iteration 6F: 3 clusters Score -202174.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -202271.656250 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -202271.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -202340.421875 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -202340.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -202368.703125 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -202368.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -202386.578125 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -202386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -202401.765625 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -202401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -202427.437500 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -202427.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -202465.515625 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -202465.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -202486.281250 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -202486.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -202500.687500 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -202500.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202515.437500 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -202515.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -202526.578125 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -202526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -202537.953125 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -202538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202546.515625 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -202546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -202551.781250 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -202551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -202560.250000 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -202560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -202566.375000 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -202566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -202570.156250 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -202570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -202575.203125 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -202575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -202584.046875 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -202584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202589.984375 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -202590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202592.296875 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -202592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -202598.015625 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -202598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202602.218750 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -202602.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -202605.640625 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -202605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -202607.203125 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -202607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -202608.656250 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -202608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202610.328125 Penalty: 3894.037842
	Iteration 33Q: 3 clusters Score -202610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202610.625000 Penalty: 3894.037842
	Iteration 34Q: 3 clusters Score -202610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202610.625000 Penalty: 3894.037842
	Iteration 35F: 3 clusters Score -202610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Entering Unmasked Estep 
Score: -3514528.750000 Penalty: 2596.326172
	Iteration 0F: 2 clusters Score -3514529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3490507.250000 Penalty: 5192.652344
	Iteration 0F: 3 clusters Score -3490507 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3499591.500000 Penalty: 5192.652344
	Iteration 1F: 3 clusters Score -3499592 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3500508.000000 Penalty: 5192.652344
	Iteration 2F: 3 clusters Score -3500508 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3501902.250000 Penalty: 5192.652344
	Iteration 3F: 3 clusters Score -3501902 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3503976.250000 Penalty: 5192.652344
	Iteration 4F: 3 clusters Score -3503976 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3506256.750000 Penalty: 5192.652344
	Iteration 5F: 3 clusters Score -3506257 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3508241.000000 Penalty: 5192.652344
	Iteration 6F: 3 clusters Score -3508241 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3509610.250000 Penalty: 5192.652344
	Iteration 7F: 3 clusters Score -3509610 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3510495.250000 Penalty: 5192.652344
	Iteration 8Q: 3 clusters Score -3510495 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3511114.000000 Penalty: 5192.652344
	Iteration 9Q: 3 clusters Score -3511114 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3511408.750000 Penalty: 5192.652344
	Iteration 10Q: 3 clusters Score -3511409 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3511569.000000 Penalty: 5192.652344
	Iteration 11Q: 3 clusters Score -3511569 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3511708.500000 Penalty: 5192.652344
	Iteration 12Q: 3 clusters Score -3511708 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3511810.500000 Penalty: 5192.652344
	Iteration 13Q: 3 clusters Score -3511810 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3511875.000000 Penalty: 5192.652344
	Iteration 14Q: 3 clusters Score -3511875 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3511914.000000 Penalty: 5192.652344
	Iteration 15Q: 3 clusters Score -3511914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3511935.750000 Penalty: 5192.652344
	Iteration 16Q: 3 clusters Score -3511936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3511969.500000 Penalty: 5192.652344
	Iteration 17Q: 3 clusters Score -3511970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3511999.250000 Penalty: 5192.652344
	Iteration 18Q: 3 clusters Score -3511999 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3512010.250000 Penalty: 5192.652344
	Iteration 19Q: 3 clusters Score -3512010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3512037.750000 Penalty: 5192.652344
	Iteration 20F: 3 clusters Score -3512038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3512064.750000 Penalty: 5192.652344
	Iteration 21Q: 3 clusters Score -3512065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3512083.750000 Penalty: 5192.652344
	Iteration 22Q: 3 clusters Score -3512084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3512125.000000 Penalty: 5192.652344
	Iteration 23Q: 3 clusters Score -3512125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3512140.250000 Penalty: 5192.652344
	Iteration 24Q: 3 clusters Score -3512140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3512167.000000 Penalty: 5192.652344
	Iteration 25Q: 3 clusters Score -3512167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3512179.500000 Penalty: 5192.652344
	Iteration 26Q: 3 clusters Score -3512180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3512187.750000 Penalty: 5192.652344
	Iteration 27Q: 3 clusters Score -3512188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3512192.000000 Penalty: 5192.652344
	Iteration 28Q: 3 clusters Score -3512192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3512202.250000 Penalty: 5192.652344
	Iteration 29Q: 3 clusters Score -3512202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3512206.500000 Penalty: 5192.652344
	Iteration 30Q: 3 clusters Score -3512206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3512220.000000 Penalty: 5192.652344
	Iteration 31Q: 3 clusters Score -3512220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3512227.750000 Penalty: 5192.652344
	Iteration 32Q: 3 clusters Score -3512228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3512230.500000 Penalty: 5192.652344
	Iteration 33Q: 3 clusters Score -3512230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3512245.500000 Penalty: 5192.652344
	Iteration 34Q: 3 clusters Score -3512246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3512253.000000 Penalty: 5192.652344
	Iteration 35Q: 3 clusters Score -3512253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3512260.500000 Penalty: 5192.652344
	Iteration 36Q: 3 clusters Score -3512260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3512268.000000 Penalty: 5192.652344
	Iteration 37Q: 3 clusters Score -3512268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3512266.250000 Penalty: 5192.652344
	Iteration 38Q: 3 clusters Score -3512266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3512275.000000 Penalty: 5192.652344
	Iteration 39Q: 3 clusters Score -3512275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3512283.000000 Penalty: 5192.652344
	Iteration 40F: 3 clusters Score -3512283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3512291.750000 Penalty: 5192.652344
	Iteration 41Q: 3 clusters Score -3512292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3512294.000000 Penalty: 5192.652344
	Iteration 42Q: 3 clusters Score -3512294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3512305.000000 Penalty: 5192.652344
	Iteration 43Q: 3 clusters Score -3512305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3512303.250000 Penalty: 5192.652344
	Iteration 44Q: 3 clusters Score -3512303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3512313.250000 Penalty: 5192.652344
	Iteration 45Q: 3 clusters Score -3512313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3512316.500000 Penalty: 5192.652344
	Iteration 46Q: 3 clusters Score -3512316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3512321.750000 Penalty: 5192.652344
	Iteration 47Q: 3 clusters Score -3512322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3512331.000000 Penalty: 5192.652344
	Iteration 48Q: 3 clusters Score -3512331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3512327.250000 Penalty: 5192.652344
	Iteration 49Q: 3 clusters Score -3512327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3512338.500000 Penalty: 5192.652344
	Iteration 50Q: 3 clusters Score -3512338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3512334.250000 Penalty: 5192.652344
	Iteration 51Q: 3 clusters Score -3512334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3512333.750000 Penalty: 5192.652344
	Iteration 52Q: 3 clusters Score -3512334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3512334.500000 Penalty: 5192.652344
	Iteration 53Q: 3 clusters Score -3512334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3512335.000000 Penalty: 5192.652344
	Iteration 54Q: 3 clusters Score -3512335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3512338.000000 Penalty: 5192.652344
	Iteration 55Q: 3 clusters Score -3512338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3512340.500000 Penalty: 5192.652344
	Iteration 56Q: 3 clusters Score -3512340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3512343.000000 Penalty: 5192.652344
	Iteration 57Q: 3 clusters Score -3512343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3512345.750000 Penalty: 5192.652344
	Iteration 58Q: 3 clusters Score -3512346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3512348.000000 Penalty: 5192.652344
	Iteration 59Q: 3 clusters Score -3512348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3512349.000000 Penalty: 5192.652344
	Iteration 60F: 3 clusters Score -3512349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3512351.250000 Penalty: 5192.652344
	Iteration 61Q: 3 clusters Score -3512351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3512352.500000 Penalty: 5192.652344
	Iteration 62Q: 3 clusters Score -3512352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3512353.750000 Penalty: 5192.652344
	Iteration 63Q: 3 clusters Score -3512354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3512354.000000 Penalty: 5192.652344
	Iteration 64Q: 3 clusters Score -3512354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3512347.000000 Penalty: 5192.652344
	Iteration 65Q: 3 clusters Score -3512347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3512349.750000 Penalty: 5192.652344
	Iteration 66Q: 3 clusters Score -3512350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3512348.250000 Penalty: 5192.652344
	Iteration 67Q: 3 clusters Score -3512348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3512344.500000 Penalty: 5192.652344
	Iteration 68Q: 3 clusters Score -3512344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3512347.250000 Penalty: 5192.652344
	Iteration 69Q: 3 clusters Score -3512347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3512349.000000 Penalty: 5192.652344
	Iteration 70Q: 3 clusters Score -3512349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3512347.500000 Penalty: 5192.652344
	Iteration 71Q: 3 clusters Score -3512348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3512344.750000 Penalty: 5192.652344
	Iteration 72Q: 3 clusters Score -3512345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3512347.500000 Penalty: 5192.652344
	Iteration 73Q: 3 clusters Score -3512348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3512349.000000 Penalty: 5192.652344
	Iteration 74Q: 3 clusters Score -3512349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3512355.250000 Penalty: 5192.652344
	Iteration 75Q: 3 clusters Score -3512355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3512354.000000 Penalty: 5192.652344
	Iteration 76Q: 3 clusters Score -3512354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3512358.250000 Penalty: 5192.652344
	Iteration 77Q: 3 clusters Score -3512358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3512357.250000 Penalty: 5192.652344
	Iteration 78Q: 3 clusters Score -3512357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3512355.250000 Penalty: 5192.652344
	Iteration 79Q: 3 clusters Score -3512355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3512355.250000 Penalty: 5192.652344
	Iteration 80F: 3 clusters Score -3512355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -163692.109375 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -163692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -161247.703125 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -161247.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161672.312500 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -161672.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161801.984375 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -161802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161874.140625 Penalty: 3708.049316
	Iteration 3Q: 3 clusters Score -161874.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161907.906250 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -161907.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161929.734375 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -161929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -161943.125000 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -161943.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161955.515625 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -161955.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161969.875000 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -161969.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -161982.046875 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -161982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161990.546875 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -161990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161996.484375 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -161996.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -162004.375000 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -162004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -162010.937500 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -162010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162016.906250 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -162016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -162022.187500 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -162022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -162026.296875 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -162026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162029.000000 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -162029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -162033.109375 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -162033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -162037.031250 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -162037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -162038.796875 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -162038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162040.187500 Penalty: 3708.049316
	Iteration 21Q: 3 clusters Score -162040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -162042.328125 Penalty: 3708.049316
	Iteration 22Q: 3 clusters Score -162042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162046.828125 Penalty: 3708.049316
	Iteration 23Q: 3 clusters Score -162046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162048.953125 Penalty: 3708.049316
	Iteration 24Q: 3 clusters Score -162049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -162051.906250 Penalty: 3708.049316
	Iteration 25Q: 3 clusters Score -162051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -162053.578125 Penalty: 3708.049316
	Iteration 26Q: 3 clusters Score -162053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162056.437500 Penalty: 3708.049316
	Iteration 27Q: 3 clusters Score -162056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162060.140625 Penalty: 3708.049316
	Iteration 28Q: 3 clusters Score -162060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -162062.234375 Penalty: 3708.049316
	Iteration 29Q: 3 clusters Score -162062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -162063.781250 Penalty: 3708.049316
	Iteration 30Q: 3 clusters Score -162063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -162065.046875 Penalty: 3708.049316
	Iteration 31Q: 3 clusters Score -162065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -162065.328125 Penalty: 3708.049316
	Iteration 32Q: 3 clusters Score -162065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -162066.750000 Penalty: 3708.049316
	Iteration 33Q: 3 clusters Score -162066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -162069.687500 Penalty: 3708.049316
	Iteration 34Q: 3 clusters Score -162069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -162070.484375 Penalty: 3708.049316
	Iteration 35Q: 3 clusters Score -162070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -162071.515625 Penalty: 3708.049316
	Iteration 36Q: 3 clusters Score -162071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -162071.718750 Penalty: 3708.049316
	Iteration 37Q: 3 clusters Score -162071.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -162071.718750 Penalty: 3708.049316
	Iteration 38F: 3 clusters Score -162071.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -791815.937500 Penalty: 2229.320312
	Iteration 0F: 2 clusters Score -791815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -785390.125000 Penalty: 4458.640625
	Iteration 0F: 3 clusters Score -785390.1 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -787060.812500 Penalty: 4458.640625
	Iteration 1F: 3 clusters Score -787060.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -787400.375000 Penalty: 4458.640625
	Iteration 2F: 3 clusters Score -787400.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -787638.187500 Penalty: 4458.640625
	Iteration 3F: 3 clusters Score -787638.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -787831.000000 Penalty: 4458.640625
	Iteration 4Q: 3 clusters Score -787831 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -788021.125000 Penalty: 4458.640625
	Iteration 5Q: 3 clusters Score -788021.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -788237.250000 Penalty: 4458.640625
	Iteration 6Q: 3 clusters Score -788237.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -788463.125000 Penalty: 4458.640625
	Iteration 7Q: 3 clusters Score -788463.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -788675.625000 Penalty: 4458.640625
	Iteration 8Q: 3 clusters Score -788675.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -788867.250000 Penalty: 4458.640625
	Iteration 9Q: 3 clusters Score -788867.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -789049.187500 Penalty: 4458.640625
	Iteration 10Q: 3 clusters Score -789049.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -789227.687500 Penalty: 4458.640625
	Iteration 11Q: 3 clusters Score -789227.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -789384.437500 Penalty: 4458.640625
	Iteration 12Q: 3 clusters Score -789384.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -789499.937500 Penalty: 4458.640625
	Iteration 13Q: 3 clusters Score -789499.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -789584.312500 Penalty: 4458.640625
	Iteration 14Q: 3 clusters Score -789584.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -789653.875000 Penalty: 4458.640625
	Iteration 15Q: 3 clusters Score -789653.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -789705.625000 Penalty: 4458.640625
	Iteration 16Q: 3 clusters Score -789705.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -789758.250000 Penalty: 4458.640625
	Iteration 17Q: 3 clusters Score -789758.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -789802.687500 Penalty: 4458.640625
	Iteration 18Q: 3 clusters Score -789802.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -789834.562500 Penalty: 4458.640625
	Iteration 19Q: 3 clusters Score -789834.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -789852.937500 Penalty: 4458.640625
	Iteration 20F: 3 clusters Score -789852.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -789863.437500 Penalty: 4458.640625
	Iteration 21Q: 3 clusters Score -789863.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -789876.375000 Penalty: 4458.640625
	Iteration 22Q: 3 clusters Score -789876.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -789885.375000 Penalty: 4458.640625
	Iteration 23Q: 3 clusters Score -789885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -789892.062500 Penalty: 4458.640625
	Iteration 24Q: 3 clusters Score -789892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -789898.000000 Penalty: 4458.640625
	Iteration 25Q: 3 clusters Score -789898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -789903.125000 Penalty: 4458.640625
	Iteration 26Q: 3 clusters Score -789903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -789905.187500 Penalty: 4458.640625
	Iteration 27Q: 3 clusters Score -789905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -789906.625000 Penalty: 4458.640625
	Iteration 28Q: 3 clusters Score -789906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -789907.312500 Penalty: 4458.640625
	Iteration 29Q: 3 clusters Score -789907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -789909.500000 Penalty: 4458.640625
	Iteration 30Q: 3 clusters Score -789909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -789909.500000 Penalty: 4458.640625
	Iteration 31F: 3 clusters Score -789909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -519987.437500 Penalty: 2146.579590
	Iteration 0F: 2 clusters Score -519987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -515081.000000 Penalty: 4293.159180
	Iteration 0F: 3 clusters Score -515081 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -516445.312500 Penalty: 4293.159180
	Iteration 1F: 3 clusters Score -516445.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -516817.468750 Penalty: 4293.159180
	Iteration 2F: 3 clusters Score -516817.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -517175.187500 Penalty: 4293.159180
	Iteration 3F: 3 clusters Score -517175.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -517618.875000 Penalty: 4293.159180
	Iteration 4F: 3 clusters Score -517618.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -518216.312500 Penalty: 4293.159180
	Iteration 5F: 3 clusters Score -518216.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -518709.593750 Penalty: 4293.159180
	Iteration 6F: 3 clusters Score -518709.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -518976.187500 Penalty: 4293.159180
	Iteration 7F: 3 clusters Score -518976.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -519127.750000 Penalty: 4293.159180
	Iteration 8Q: 3 clusters Score -519127.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -519223.062500 Penalty: 4293.159180
	Iteration 9Q: 3 clusters Score -519223.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -519272.875000 Penalty: 4293.159180
	Iteration 10Q: 3 clusters Score -519272.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -519306.562500 Penalty: 4293.159180
	Iteration 11Q: 3 clusters Score -519306.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -519327.593750 Penalty: 4293.159180
	Iteration 12Q: 3 clusters Score -519327.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -519341.062500 Penalty: 4293.159180
	Iteration 13Q: 3 clusters Score -519341.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -519352.593750 Penalty: 4293.159180
	Iteration 14Q: 3 clusters Score -519352.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -519360.718750 Penalty: 4293.159180
	Iteration 15Q: 3 clusters Score -519360.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -519369.375000 Penalty: 4293.159180
	Iteration 16Q: 3 clusters Score -519369.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -519376.468750 Penalty: 4293.159180
	Iteration 17Q: 3 clusters Score -519376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -519381.218750 Penalty: 4293.159180
	Iteration 18Q: 3 clusters Score -519381.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -519386.093750 Penalty: 4293.159180
	Iteration 19Q: 3 clusters Score -519386.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -519388.812500 Penalty: 4293.159180
	Iteration 20F: 3 clusters Score -519388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -519393.125000 Penalty: 4293.159180
	Iteration 21Q: 3 clusters Score -519393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -519394.781250 Penalty: 4293.159180
	Iteration 22Q: 3 clusters Score -519394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -519396.937500 Penalty: 4293.159180
	Iteration 23Q: 3 clusters Score -519396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -519400.437500 Penalty: 4293.159180
	Iteration 24Q: 3 clusters Score -519400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -519401.500000 Penalty: 4293.159180
	Iteration 25Q: 3 clusters Score -519401.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -519406.406250 Penalty: 4293.159180
	Iteration 26Q: 3 clusters Score -519406.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -519408.781250 Penalty: 4293.159180
	Iteration 27Q: 3 clusters Score -519408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -519409.843750 Penalty: 4293.159180
	Iteration 28Q: 3 clusters Score -519409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -519409.656250 Penalty: 4293.159180
	Iteration 29Q: 3 clusters Score -519409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -519410.187500 Penalty: 4293.159180
	Iteration 30Q: 3 clusters Score -519410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -519410.187500 Penalty: 4293.159180
	Iteration 31F: 3 clusters Score -519410.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Entering Unmasked Estep 
Score: -1112769.625000 Penalty: 2322.251953
	Iteration 0F: 2 clusters Score -1112770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1104027.875000 Penalty: 4644.503906
	Iteration 0F: 3 clusters Score -1104028 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1106914.500000 Penalty: 4644.503906
	Iteration 1F: 3 clusters Score -1106914 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1107440.750000 Penalty: 4644.503906
	Iteration 2F: 3 clusters Score -1107441 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1107902.250000 Penalty: 4644.503906
	Iteration 3F: 3 clusters Score -1107902 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1108355.750000 Penalty: 4644.503906
	Iteration 4F: 3 clusters Score -1108356 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1108728.625000 Penalty: 4644.503906
	Iteration 5F: 3 clusters Score -1108729 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1109062.625000 Penalty: 4644.503906
	Iteration 6Q: 3 clusters Score -1109063 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1109360.375000 Penalty: 4644.503906
	Iteration 7Q: 3 clusters Score -1109360 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1109595.750000 Penalty: 4644.503906
	Iteration 8Q: 3 clusters Score -1109596 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1109785.625000 Penalty: 4644.503906
	Iteration 9Q: 3 clusters Score -1109786 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1109942.250000 Penalty: 4644.503906
	Iteration 10Q: 3 clusters Score -1109942 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1110032.375000 Penalty: 4644.503906
	Iteration 11Q: 3 clusters Score -1110032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1110099.125000 Penalty: 4644.503906
	Iteration 12Q: 3 clusters Score -1110099 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1110155.250000 Penalty: 4644.503906
	Iteration 13Q: 3 clusters Score -1110155 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1110214.125000 Penalty: 4644.503906
	Iteration 14Q: 3 clusters Score -1110214 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1110288.875000 Penalty: 4644.503906
	Iteration 15Q: 3 clusters Score -1110289 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1110375.125000 Penalty: 4644.503906
	Iteration 16Q: 3 clusters Score -1110375 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1110455.250000 Penalty: 4644.503906
	Iteration 17Q: 3 clusters Score -1110455 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1110521.625000 Penalty: 4644.503906
	Iteration 18Q: 3 clusters Score -1110522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1110580.000000 Penalty: 4644.503906
	Iteration 19Q: 3 clusters Score -1110580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1110639.625000 Penalty: 4644.503906
	Iteration 20F: 3 clusters Score -1110640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1110693.125000 Penalty: 4644.503906
	Iteration 21Q: 3 clusters Score -1110693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1110740.125000 Penalty: 4644.503906
	Iteration 22Q: 3 clusters Score -1110740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1110798.250000 Penalty: 4644.503906
	Iteration 23Q: 3 clusters Score -1110798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1110872.125000 Penalty: 4644.503906
	Iteration 24Q: 3 clusters Score -1110872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1110940.500000 Penalty: 4644.503906
	Iteration 25Q: 3 clusters Score -1110940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1110992.875000 Penalty: 4644.503906
	Iteration 26Q: 3 clusters Score -1110993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1111028.375000 Penalty: 4644.503906
	Iteration 27Q: 3 clusters Score -1111028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1111064.000000 Penalty: 4644.503906
	Iteration 28Q: 3 clusters Score -1111064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1111086.250000 Penalty: 4644.503906
	Iteration 29Q: 3 clusters Score -1111086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1111113.125000 Penalty: 4644.503906
	Iteration 30Q: 3 clusters Score -1111113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1111140.000000 Penalty: 4644.503906
	Iteration 31Q: 3 clusters Score -1111140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1111160.000000 Penalty: 4644.503906
	Iteration 32Q: 3 clusters Score -1111160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1111168.875000 Penalty: 4644.503906
	Iteration 33Q: 3 clusters Score -1111169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1111180.125000 Penalty: 4644.503906
	Iteration 34Q: 3 clusters Score -1111180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1111186.125000 Penalty: 4644.503906
	Iteration 35Q: 3 clusters Score -1111186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1111187.250000 Penalty: 4644.503906
	Iteration 36Q: 3 clusters Score -1111187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1111192.000000 Penalty: 4644.503906
	Iteration 37Q: 3 clusters Score -1111192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1111195.125000 Penalty: 4644.503906
	Iteration 38Q: 3 clusters Score -1111195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1111200.375000 Penalty: 4644.503906
	Iteration 39Q: 3 clusters Score -1111200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1111203.750000 Penalty: 4644.503906
	Iteration 40F: 3 clusters Score -1111204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1111204.000000 Penalty: 4644.503906
	Iteration 41Q: 3 clusters Score -1111204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1111207.125000 Penalty: 4644.503906
	Iteration 42Q: 3 clusters Score -1111207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1111207.125000 Penalty: 4644.503906
	Iteration 43Q: 3 clusters Score -1111207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1111208.125000 Penalty: 4644.503906
	Iteration 44Q: 3 clusters Score -1111208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1111205.625000 Penalty: 4644.503906
	Iteration 45Q: 3 clusters Score -1111206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1111205.250000 Penalty: 4644.503906
	Iteration 46Q: 3 clusters Score -1111205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1111207.750000 Penalty: 4644.503906
	Iteration 47Q: 3 clusters Score -1111208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1111208.625000 Penalty: 4644.503906
	Iteration 48Q: 3 clusters Score -1111209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1111210.125000 Penalty: 4644.503906
	Iteration 49Q: 3 clusters Score -1111210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1111210.250000 Penalty: 4644.503906
	Iteration 50Q: 3 clusters Score -1111210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1111210.250000 Penalty: 4644.503906
	Iteration 51F: 3 clusters Score -1111210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -192659.359375 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -192659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190114.406250 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -190114.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -190577.625000 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -190577.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -190690.093750 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -190690.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -190756.906250 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -190756.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190790.921875 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -190790.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -190812.859375 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -190812.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190826.843750 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -190826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -190834.078125 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -190834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -190840.796875 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -190840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190846.296875 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -190846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190847.562500 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -190847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190848.218750 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -190848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -190848.531250 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -190848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -190849.031250 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -190849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -190849.953125 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -190850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -190851.359375 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -190851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190851.453125 Penalty: 3748.506348
	Iteration 16Q: 3 clusters Score -190851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190851.453125 Penalty: 3748.506348
	Iteration 17F: 3 clusters Score -190851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -340838.875000 Penalty: 2013.463135
	Iteration 0F: 2 clusters Score -340838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -337376.500000 Penalty: 4026.926270
	Iteration 0F: 3 clusters Score -337376.5 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -338061.625000 Penalty: 4026.926270
	Iteration 1F: 3 clusters Score -338061.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -338217.593750 Penalty: 4026.926270
	Iteration 2F: 3 clusters Score -338217.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -338311.375000 Penalty: 4026.926270
	Iteration 3Q: 3 clusters Score -338311.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338374.437500 Penalty: 4026.926270
	Iteration 4Q: 3 clusters Score -338374.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -338437.062500 Penalty: 4026.926270
	Iteration 5Q: 3 clusters Score -338437.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -338487.312500 Penalty: 4026.926270
	Iteration 6Q: 3 clusters Score -338487.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -338521.812500 Penalty: 4026.926270
	Iteration 7Q: 3 clusters Score -338521.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -338552.062500 Penalty: 4026.926270
	Iteration 8Q: 3 clusters Score -338552.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -338578.343750 Penalty: 4026.926270
	Iteration 9Q: 3 clusters Score -338578.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338600.656250 Penalty: 4026.926270
	Iteration 10Q: 3 clusters Score -338600.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -338617.468750 Penalty: 4026.926270
	Iteration 11Q: 3 clusters Score -338617.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -338633.031250 Penalty: 4026.926270
	Iteration 12Q: 3 clusters Score -338633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -338647.843750 Penalty: 4026.926270
	Iteration 13Q: 3 clusters Score -338647.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -338663.593750 Penalty: 4026.926270
	Iteration 14Q: 3 clusters Score -338663.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -338686.906250 Penalty: 4026.926270
	Iteration 15Q: 3 clusters Score -338686.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -338710.812500 Penalty: 4026.926270
	Iteration 16Q: 3 clusters Score -338710.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -338734.062500 Penalty: 4026.926270
	Iteration 17Q: 3 clusters Score -338734.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -338755.843750 Penalty: 4026.926270
	Iteration 18Q: 3 clusters Score -338755.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -338776.125000 Penalty: 4026.926270
	Iteration 19Q: 3 clusters Score -338776.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -338795.156250 Penalty: 4026.926270
	Iteration 20F: 3 clusters Score -338795.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -338814.218750 Penalty: 4026.926270
	Iteration 21Q: 3 clusters Score -338814.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -338831.843750 Penalty: 4026.926270
	Iteration 22Q: 3 clusters Score -338831.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -338844.031250 Penalty: 4026.926270
	Iteration 23Q: 3 clusters Score -338844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -338854.968750 Penalty: 4026.926270
	Iteration 24Q: 3 clusters Score -338855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -338868.093750 Penalty: 4026.926270
	Iteration 25Q: 3 clusters Score -338868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -338874.218750 Penalty: 4026.926270
	Iteration 26Q: 3 clusters Score -338874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -338879.312500 Penalty: 4026.926270
	Iteration 27Q: 3 clusters Score -338879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -338883.000000 Penalty: 4026.926270
	Iteration 28Q: 3 clusters Score -338883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -338889.406250 Penalty: 4026.926270
	Iteration 29Q: 3 clusters Score -338889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -338897.968750 Penalty: 4026.926270
	Iteration 30Q: 3 clusters Score -338898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -338902.656250 Penalty: 4026.926270
	Iteration 31Q: 3 clusters Score -338902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -338906.531250 Penalty: 4026.926270
	Iteration 32Q: 3 clusters Score -338906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -338913.875000 Penalty: 4026.926270
	Iteration 33Q: 3 clusters Score -338913.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -338925.750000 Penalty: 4026.926270
	Iteration 34Q: 3 clusters Score -338925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -338936.843750 Penalty: 4026.926270
	Iteration 35Q: 3 clusters Score -338936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -338943.937500 Penalty: 4026.926270
	Iteration 36Q: 3 clusters Score -338943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -338949.343750 Penalty: 4026.926270
	Iteration 37Q: 3 clusters Score -338949.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -338956.437500 Penalty: 4026.926270
	Iteration 38Q: 3 clusters Score -338956.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -338961.156250 Penalty: 4026.926270
	Iteration 39Q: 3 clusters Score -338961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -338965.937500 Penalty: 4026.926270
	Iteration 40F: 3 clusters Score -338965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -338969.000000 Penalty: 4026.926270
	Iteration 41Q: 3 clusters Score -338969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -338971.500000 Penalty: 4026.926270
	Iteration 42Q: 3 clusters Score -338971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -338974.125000 Penalty: 4026.926270
	Iteration 43Q: 3 clusters Score -338974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -338975.406250 Penalty: 4026.926270
	Iteration 44Q: 3 clusters Score -338975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -338976.843750 Penalty: 4026.926270
	Iteration 45Q: 3 clusters Score -338976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -338978.718750 Penalty: 4026.926270
	Iteration 46Q: 3 clusters Score -338978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -338980.031250 Penalty: 4026.926270
	Iteration 47Q: 3 clusters Score -338980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -338981.562500 Penalty: 4026.926270
	Iteration 48Q: 3 clusters Score -338981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -338984.375000 Penalty: 4026.926270
	Iteration 49Q: 3 clusters Score -338984.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -338988.437500 Penalty: 4026.926270
	Iteration 50Q: 3 clusters Score -338988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -338990.656250 Penalty: 4026.926270
	Iteration 51Q: 3 clusters Score -338990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -338995.000000 Penalty: 4026.926270
	Iteration 52Q: 3 clusters Score -338995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -338997.937500 Penalty: 4026.926270
	Iteration 53Q: 3 clusters Score -338997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -339000.812500 Penalty: 4026.926270
	Iteration 54Q: 3 clusters Score -339000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -339002.750000 Penalty: 4026.926270
	Iteration 55Q: 3 clusters Score -339002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -339006.000000 Penalty: 4026.926270
	Iteration 56Q: 3 clusters Score -339006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -339008.156250 Penalty: 4026.926270
	Iteration 57Q: 3 clusters Score -339008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -339008.250000 Penalty: 4026.926270
	Iteration 58Q: 3 clusters Score -339008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -339009.343750 Penalty: 4026.926270
	Iteration 59Q: 3 clusters Score -339009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -339009.343750 Penalty: 4026.926270
	Iteration 60F: 3 clusters Score -339009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -974390.562500 Penalty: 2273.108643
	Iteration 0F: 2 clusters Score -974390.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -967006.687500 Penalty: 4546.217285
	Iteration 0F: 3 clusters Score -967006.7 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -969091.312500 Penalty: 4546.217285
	Iteration 1F: 3 clusters Score -969091.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -969387.875000 Penalty: 4546.217285
	Iteration 2F: 3 clusters Score -969387.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -969611.937500 Penalty: 4546.217285
	Iteration 3F: 3 clusters Score -969611.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -969767.937500 Penalty: 4546.217285
	Iteration 4Q: 3 clusters Score -969767.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -969906.625000 Penalty: 4546.217285
	Iteration 5Q: 3 clusters Score -969906.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -970022.125000 Penalty: 4546.217285
	Iteration 6Q: 3 clusters Score -970022.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -970139.000000 Penalty: 4546.217285
	Iteration 7Q: 3 clusters Score -970139 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -970264.937500 Penalty: 4546.217285
	Iteration 8Q: 3 clusters Score -970264.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -970399.250000 Penalty: 4546.217285
	Iteration 9Q: 3 clusters Score -970399.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -970533.312500 Penalty: 4546.217285
	Iteration 10Q: 3 clusters Score -970533.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -970677.125000 Penalty: 4546.217285
	Iteration 11Q: 3 clusters Score -970677.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -970845.937500 Penalty: 4546.217285
	Iteration 12Q: 3 clusters Score -970845.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -971027.812500 Penalty: 4546.217285
	Iteration 13Q: 3 clusters Score -971027.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -971222.875000 Penalty: 4546.217285
	Iteration 14Q: 3 clusters Score -971222.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -971413.250000 Penalty: 4546.217285
	Iteration 15Q: 3 clusters Score -971413.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -971570.437500 Penalty: 4546.217285
	Iteration 16Q: 3 clusters Score -971570.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -971689.625000 Penalty: 4546.217285
	Iteration 17Q: 3 clusters Score -971689.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -971812.250000 Penalty: 4546.217285
	Iteration 18Q: 3 clusters Score -971812.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -971932.187500 Penalty: 4546.217285
	Iteration 19Q: 3 clusters Score -971932.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -972042.750000 Penalty: 4546.217285
	Iteration 20F: 3 clusters Score -972042.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -972114.562500 Penalty: 4546.217285
	Iteration 21Q: 3 clusters Score -972114.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -972164.250000 Penalty: 4546.217285
	Iteration 22Q: 3 clusters Score -972164.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -972196.312500 Penalty: 4546.217285
	Iteration 23Q: 3 clusters Score -972196.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -972215.187500 Penalty: 4546.217285
	Iteration 24Q: 3 clusters Score -972215.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -972232.750000 Penalty: 4546.217285
	Iteration 25Q: 3 clusters Score -972232.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -972245.687500 Penalty: 4546.217285
	Iteration 26Q: 3 clusters Score -972245.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -972254.562500 Penalty: 4546.217285
	Iteration 27Q: 3 clusters Score -972254.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -972262.437500 Penalty: 4546.217285
	Iteration 28Q: 3 clusters Score -972262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -972272.812500 Penalty: 4546.217285
	Iteration 29Q: 3 clusters Score -972272.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -972279.875000 Penalty: 4546.217285
	Iteration 30Q: 3 clusters Score -972279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -972283.750000 Penalty: 4546.217285
	Iteration 31Q: 3 clusters Score -972283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -972289.125000 Penalty: 4546.217285
	Iteration 32Q: 3 clusters Score -972289.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -972293.437500 Penalty: 4546.217285
	Iteration 33Q: 3 clusters Score -972293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -972296.562500 Penalty: 4546.217285
	Iteration 34Q: 3 clusters Score -972296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -972303.687500 Penalty: 4546.217285
	Iteration 35Q: 3 clusters Score -972303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -972307.875000 Penalty: 4546.217285
	Iteration 36Q: 3 clusters Score -972307.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -972316.000000 Penalty: 4546.217285
	Iteration 37Q: 3 clusters Score -972316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -972319.875000 Penalty: 4546.217285
	Iteration 38Q: 3 clusters Score -972319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -972323.125000 Penalty: 4546.217285
	Iteration 39Q: 3 clusters Score -972323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -972325.125000 Penalty: 4546.217285
	Iteration 40F: 3 clusters Score -972325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -972329.437500 Penalty: 4546.217285
	Iteration 41Q: 3 clusters Score -972329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -972328.937500 Penalty: 4546.217285
	Iteration 42Q: 3 clusters Score -972328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -972328.687500 Penalty: 4546.217285
	Iteration 43Q: 3 clusters Score -972328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -972328.812500 Penalty: 4546.217285
	Iteration 44Q: 3 clusters Score -972328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -972328.812500 Penalty: 4546.217285
	Iteration 45F: 3 clusters Score -972328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1403680.625000 Penalty: 2383.393555
	Iteration 0F: 2 clusters Score -1403681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1392928.125000 Penalty: 4766.787109
	Iteration 0F: 3 clusters Score -1392928 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1396455.375000 Penalty: 4766.787109
	Iteration 1F: 3 clusters Score -1396455 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1396940.125000 Penalty: 4766.787109
	Iteration 2F: 3 clusters Score -1396940 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1397396.375000 Penalty: 4766.787109
	Iteration 3F: 3 clusters Score -1397396 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1397850.125000 Penalty: 4766.787109
	Iteration 4F: 3 clusters Score -1397850 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1398324.000000 Penalty: 4766.787109
	Iteration 5F: 3 clusters Score -1398324 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1398813.000000 Penalty: 4766.787109
	Iteration 6F: 3 clusters Score -1398813 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1399356.875000 Penalty: 4766.787109
	Iteration 7F: 3 clusters Score -1399357 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1399942.125000 Penalty: 4766.787109
	Iteration 8F: 3 clusters Score -1399942 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1400500.500000 Penalty: 4766.787109
	Iteration 9F: 3 clusters Score -1400500 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1400917.000000 Penalty: 4766.787109
	Iteration 10Q: 3 clusters Score -1400917 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1401201.125000 Penalty: 4766.787109
	Iteration 11Q: 3 clusters Score -1401201 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1401388.000000 Penalty: 4766.787109
	Iteration 12Q: 3 clusters Score -1401388 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1401496.250000 Penalty: 4766.787109
	Iteration 13Q: 3 clusters Score -1401496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1401571.250000 Penalty: 4766.787109
	Iteration 14Q: 3 clusters Score -1401571 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1401616.625000 Penalty: 4766.787109
	Iteration 15Q: 3 clusters Score -1401617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1401655.625000 Penalty: 4766.787109
	Iteration 16Q: 3 clusters Score -1401656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1401672.250000 Penalty: 4766.787109
	Iteration 17Q: 3 clusters Score -1401672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1401688.125000 Penalty: 4766.787109
	Iteration 18Q: 3 clusters Score -1401688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1401705.625000 Penalty: 4766.787109
	Iteration 19Q: 3 clusters Score -1401706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1401723.500000 Penalty: 4766.787109
	Iteration 20F: 3 clusters Score -1401724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1401730.125000 Penalty: 4766.787109
	Iteration 21Q: 3 clusters Score -1401730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1401744.125000 Penalty: 4766.787109
	Iteration 22Q: 3 clusters Score -1401744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1401757.875000 Penalty: 4766.787109
	Iteration 23Q: 3 clusters Score -1401758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1401759.000000 Penalty: 4766.787109
	Iteration 24Q: 3 clusters Score -1401759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1401761.625000 Penalty: 4766.787109
	Iteration 25Q: 3 clusters Score -1401762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1401770.500000 Penalty: 4766.787109
	Iteration 26Q: 3 clusters Score -1401770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1401773.125000 Penalty: 4766.787109
	Iteration 27Q: 3 clusters Score -1401773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1401779.125000 Penalty: 4766.787109
	Iteration 28Q: 3 clusters Score -1401779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1401785.500000 Penalty: 4766.787109
	Iteration 29Q: 3 clusters Score -1401786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1401787.625000 Penalty: 4766.787109
	Iteration 30Q: 3 clusters Score -1401788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1401793.500000 Penalty: 4766.787109
	Iteration 31Q: 3 clusters Score -1401794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1401801.000000 Penalty: 4766.787109
	Iteration 32Q: 3 clusters Score -1401801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1401803.000000 Penalty: 4766.787109
	Iteration 33Q: 3 clusters Score -1401803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1401809.125000 Penalty: 4766.787109
	Iteration 34Q: 3 clusters Score -1401809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1401813.125000 Penalty: 4766.787109
	Iteration 35Q: 3 clusters Score -1401813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1401811.750000 Penalty: 4766.787109
	Iteration 36Q: 3 clusters Score -1401812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1401819.250000 Penalty: 4766.787109
	Iteration 37Q: 3 clusters Score -1401819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1401821.500000 Penalty: 4766.787109
	Iteration 38Q: 3 clusters Score -1401822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1401823.625000 Penalty: 4766.787109
	Iteration 39Q: 3 clusters Score -1401824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1401828.125000 Penalty: 4766.787109
	Iteration 40F: 3 clusters Score -1401828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1401832.500000 Penalty: 4766.787109
	Iteration 41Q: 3 clusters Score -1401832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1401833.250000 Penalty: 4766.787109
	Iteration 42Q: 3 clusters Score -1401833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1401836.000000 Penalty: 4766.787109
	Iteration 43Q: 3 clusters Score -1401836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1401835.375000 Penalty: 4766.787109
	Iteration 44Q: 3 clusters Score -1401835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1401847.375000 Penalty: 4766.787109
	Iteration 45Q: 3 clusters Score -1401847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1401845.500000 Penalty: 4766.787109
	Iteration 46Q: 3 clusters Score -1401846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1401847.125000 Penalty: 4766.787109
	Iteration 47Q: 3 clusters Score -1401847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1401851.750000 Penalty: 4766.787109
	Iteration 48Q: 3 clusters Score -1401852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1401855.625000 Penalty: 4766.787109
	Iteration 49Q: 3 clusters Score -1401856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1401858.500000 Penalty: 4766.787109
	Iteration 50Q: 3 clusters Score -1401858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1401862.375000 Penalty: 4766.787109
	Iteration 51Q: 3 clusters Score -1401862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1401861.250000 Penalty: 4766.787109
	Iteration 52Q: 3 clusters Score -1401861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1401861.875000 Penalty: 4766.787109
	Iteration 53Q: 3 clusters Score -1401862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1401861.000000 Penalty: 4766.787109
	Iteration 54Q: 3 clusters Score -1401861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1401862.000000 Penalty: 4766.787109
	Iteration 55Q: 3 clusters Score -1401862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1401864.250000 Penalty: 4766.787109
	Iteration 56Q: 3 clusters Score -1401864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1401865.375000 Penalty: 4766.787109
	Iteration 57Q: 3 clusters Score -1401865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1401864.625000 Penalty: 4766.787109
	Iteration 58Q: 3 clusters Score -1401865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1401869.500000 Penalty: 4766.787109
	Iteration 59Q: 3 clusters Score -1401870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1401873.375000 Penalty: 4766.787109
	Iteration 60F: 3 clusters Score -1401873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1401873.750000 Penalty: 4766.787109
	Iteration 61Q: 3 clusters Score -1401874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1401876.875000 Penalty: 4766.787109
	Iteration 62Q: 3 clusters Score -1401877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1401876.000000 Penalty: 4766.787109
	Iteration 63Q: 3 clusters Score -1401876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1401875.875000 Penalty: 4766.787109
	Iteration 64Q: 3 clusters Score -1401876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1401879.000000 Penalty: 4766.787109
	Iteration 65Q: 3 clusters Score -1401879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1401878.875000 Penalty: 4766.787109
	Iteration 66Q: 3 clusters Score -1401879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1401881.625000 Penalty: 4766.787109
	Iteration 67Q: 3 clusters Score -1401882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1401880.000000 Penalty: 4766.787109
	Iteration 68Q: 3 clusters Score -1401880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1401877.875000 Penalty: 4766.787109
	Iteration 69Q: 3 clusters Score -1401878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1401879.000000 Penalty: 4766.787109
	Iteration 70Q: 3 clusters Score -1401879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1401878.250000 Penalty: 4766.787109
	Iteration 71Q: 3 clusters Score -1401878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1401881.750000 Penalty: 4766.787109
	Iteration 72Q: 3 clusters Score -1401882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1401882.375000 Penalty: 4766.787109
	Iteration 73Q: 3 clusters Score -1401882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1401882.000000 Penalty: 4766.787109
	Iteration 74Q: 3 clusters Score -1401882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1401883.750000 Penalty: 4766.787109
	Iteration 75Q: 3 clusters Score -1401884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1401883.125000 Penalty: 4766.787109
	Iteration 76Q: 3 clusters Score -1401883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1401884.750000 Penalty: 4766.787109
	Iteration 77Q: 3 clusters Score -1401885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1401883.875000 Penalty: 4766.787109
	Iteration 78Q: 3 clusters Score -1401884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1401883.500000 Penalty: 4766.787109
	Iteration 79Q: 3 clusters Score -1401884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1401885.750000 Penalty: 4766.787109
	Iteration 80F: 3 clusters Score -1401886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1401888.000000 Penalty: 4766.787109
	Iteration 81Q: 3 clusters Score -1401888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1401887.500000 Penalty: 4766.787109
	Iteration 82Q: 3 clusters Score -1401888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1401887.750000 Penalty: 4766.787109
	Iteration 83Q: 3 clusters Score -1401888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1401888.375000 Penalty: 4766.787109
	Iteration 84Q: 3 clusters Score -1401888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1401888.375000 Penalty: 4766.787109
	Iteration 85F: 3 clusters Score -1401888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Entering Unmasked Estep 
Score: -3533548.500000 Penalty: 2602.152588
	Iteration 0F: 2 clusters Score -3533548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3509093.750000 Penalty: 5204.305176
	Iteration 0F: 3 clusters Score -3509094 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3518295.500000 Penalty: 5204.305176
	Iteration 1F: 3 clusters Score -3518296 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3519269.000000 Penalty: 5204.305176
	Iteration 2F: 3 clusters Score -3519269 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3520510.750000 Penalty: 5204.305176
	Iteration 3F: 3 clusters Score -3520511 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3521993.000000 Penalty: 5204.305176
	Iteration 4F: 3 clusters Score -3521993 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3523660.500000 Penalty: 5204.305176
	Iteration 5F: 3 clusters Score -3523660 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3525222.250000 Penalty: 5204.305176
	Iteration 6F: 3 clusters Score -3525222 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3526495.750000 Penalty: 5204.305176
	Iteration 7F: 3 clusters Score -3526496 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3527533.250000 Penalty: 5204.305176
	Iteration 8F: 3 clusters Score -3527533 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3528365.000000 Penalty: 5204.305176
	Iteration 9Q: 3 clusters Score -3528365 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3528940.500000 Penalty: 5204.305176
	Iteration 10Q: 3 clusters Score -3528940 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3529415.500000 Penalty: 5204.305176
	Iteration 11Q: 3 clusters Score -3529416 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3529769.500000 Penalty: 5204.305176
	Iteration 12Q: 3 clusters Score -3529770 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3530016.750000 Penalty: 5204.305176
	Iteration 13Q: 3 clusters Score -3530017 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3530238.500000 Penalty: 5204.305176
	Iteration 14Q: 3 clusters Score -3530238 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3530444.750000 Penalty: 5204.305176
	Iteration 15Q: 3 clusters Score -3530445 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3530572.500000 Penalty: 5204.305176
	Iteration 16Q: 3 clusters Score -3530572 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3530695.750000 Penalty: 5204.305176
	Iteration 17Q: 3 clusters Score -3530696 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3530830.750000 Penalty: 5204.305176
	Iteration 18Q: 3 clusters Score -3530831 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3530936.500000 Penalty: 5204.305176
	Iteration 19Q: 3 clusters Score -3530936 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3531024.250000 Penalty: 5204.305176
	Iteration 20F: 3 clusters Score -3531024 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3531097.000000 Penalty: 5204.305176
	Iteration 21Q: 3 clusters Score -3531097 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3531161.250000 Penalty: 5204.305176
	Iteration 22Q: 3 clusters Score -3531161 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3531255.500000 Penalty: 5204.305176
	Iteration 23Q: 3 clusters Score -3531256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3531363.750000 Penalty: 5204.305176
	Iteration 24Q: 3 clusters Score -3531364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3531453.000000 Penalty: 5204.305176
	Iteration 25Q: 3 clusters Score -3531453 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3531562.500000 Penalty: 5204.305176
	Iteration 26Q: 3 clusters Score -3531562 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3531660.500000 Penalty: 5204.305176
	Iteration 27Q: 3 clusters Score -3531660 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3531774.000000 Penalty: 5204.305176
	Iteration 28Q: 3 clusters Score -3531774 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3531896.500000 Penalty: 5204.305176
	Iteration 29Q: 3 clusters Score -3531896 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3531965.250000 Penalty: 5204.305176
	Iteration 30Q: 3 clusters Score -3531965 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3532046.000000 Penalty: 5204.305176
	Iteration 31Q: 3 clusters Score -3532046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3532154.750000 Penalty: 5204.305176
	Iteration 32Q: 3 clusters Score -3532155 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3532250.500000 Penalty: 5204.305176
	Iteration 33Q: 3 clusters Score -3532250 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3532313.250000 Penalty: 5204.305176
	Iteration 34Q: 3 clusters Score -3532313 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3532394.500000 Penalty: 5204.305176
	Iteration 35Q: 3 clusters Score -3532394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3532447.250000 Penalty: 5204.305176
	Iteration 36Q: 3 clusters Score -3532447 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3532505.500000 Penalty: 5204.305176
	Iteration 37Q: 3 clusters Score -3532506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3532530.750000 Penalty: 5204.305176
	Iteration 38Q: 3 clusters Score -3532531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3532554.000000 Penalty: 5204.305176
	Iteration 39Q: 3 clusters Score -3532554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3532582.750000 Penalty: 5204.305176
	Iteration 40F: 3 clusters Score -3532583 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3532610.750000 Penalty: 5204.305176
	Iteration 41Q: 3 clusters Score -3532611 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3532627.250000 Penalty: 5204.305176
	Iteration 42Q: 3 clusters Score -3532627 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3532654.250000 Penalty: 5204.305176
	Iteration 43Q: 3 clusters Score -3532654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3532666.750000 Penalty: 5204.305176
	Iteration 44Q: 3 clusters Score -3532667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3532676.750000 Penalty: 5204.305176
	Iteration 45Q: 3 clusters Score -3532677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3532684.500000 Penalty: 5204.305176
	Iteration 46Q: 3 clusters Score -3532684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3532693.750000 Penalty: 5204.305176
	Iteration 47Q: 3 clusters Score -3532694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3532699.250000 Penalty: 5204.305176
	Iteration 48Q: 3 clusters Score -3532699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3532715.250000 Penalty: 5204.305176
	Iteration 49Q: 3 clusters Score -3532715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3532722.750000 Penalty: 5204.305176
	Iteration 50Q: 3 clusters Score -3532723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3532730.000000 Penalty: 5204.305176
	Iteration 51Q: 3 clusters Score -3532730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3532737.500000 Penalty: 5204.305176
	Iteration 52Q: 3 clusters Score -3532738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3532748.750000 Penalty: 5204.305176
	Iteration 53Q: 3 clusters Score -3532749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3532755.250000 Penalty: 5204.305176
	Iteration 54Q: 3 clusters Score -3532755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3532760.500000 Penalty: 5204.305176
	Iteration 55Q: 3 clusters Score -3532760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3532760.250000 Penalty: 5204.305176
	Iteration 56Q: 3 clusters Score -3532760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3532763.250000 Penalty: 5204.305176
	Iteration 57Q: 3 clusters Score -3532763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3532768.250000 Penalty: 5204.305176
	Iteration 58Q: 3 clusters Score -3532768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3532770.750000 Penalty: 5204.305176
	Iteration 59Q: 3 clusters Score -3532771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3532773.750000 Penalty: 5204.305176
	Iteration 60F: 3 clusters Score -3532774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3532776.250000 Penalty: 5204.305176
	Iteration 61Q: 3 clusters Score -3532776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3532777.750000 Penalty: 5204.305176
	Iteration 62Q: 3 clusters Score -3532778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3532779.000000 Penalty: 5204.305176
	Iteration 63Q: 3 clusters Score -3532779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3532778.000000 Penalty: 5204.305176
	Iteration 64Q: 3 clusters Score -3532778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3532783.500000 Penalty: 5204.305176
	Iteration 65Q: 3 clusters Score -3532784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3532785.500000 Penalty: 5204.305176
	Iteration 66Q: 3 clusters Score -3532786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3532782.250000 Penalty: 5204.305176
	Iteration 67Q: 3 clusters Score -3532782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3532778.750000 Penalty: 5204.305176
	Iteration 68Q: 3 clusters Score -3532779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3532785.500000 Penalty: 5204.305176
	Iteration 69Q: 3 clusters Score -3532786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3532786.750000 Penalty: 5204.305176
	Iteration 70Q: 3 clusters Score -3532787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3532790.750000 Penalty: 5204.305176
	Iteration 71Q: 3 clusters Score -3532791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3532790.750000 Penalty: 5204.305176
	Iteration 72Q: 3 clusters Score -3532791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3532793.250000 Penalty: 5204.305176
	Iteration 73Q: 3 clusters Score -3532793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3532790.250000 Penalty: 5204.305176
	Iteration 74Q: 3 clusters Score -3532790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3532788.500000 Penalty: 5204.305176
	Iteration 75Q: 3 clusters Score -3532788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3532788.250000 Penalty: 5204.305176
	Iteration 76Q: 3 clusters Score -3532788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3532788.000000 Penalty: 5204.305176
	Iteration 77Q: 3 clusters Score -3532788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3532789.000000 Penalty: 5204.305176
	Iteration 78Q: 3 clusters Score -3532789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3532787.500000 Penalty: 5204.305176
	Iteration 79Q: 3 clusters Score -3532788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3532791.250000 Penalty: 5204.305176
	Iteration 80F: 3 clusters Score -3532791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3532788.750000 Penalty: 5204.305176
	Iteration 81Q: 3 clusters Score -3532789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3532788.750000 Penalty: 5204.305176
	Iteration 82F: 3 clusters Score -3532789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Entering Unmasked Estep 
Score: -1098073.625000 Penalty: 2335.463379
	Iteration 0F: 2 clusters Score -1098074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1088942.125000 Penalty: 4670.926758
	Iteration 0F: 3 clusters Score -1088942 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1091813.000000 Penalty: 4670.926758
	Iteration 1F: 3 clusters Score -1091813 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1092318.250000 Penalty: 4670.926758
	Iteration 2F: 3 clusters Score -1092318 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1092759.500000 Penalty: 4670.926758
	Iteration 3F: 3 clusters Score -1092760 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1093174.375000 Penalty: 4670.926758
	Iteration 4F: 3 clusters Score -1093174 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1093666.250000 Penalty: 4670.926758
	Iteration 5F: 3 clusters Score -1093666 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1094182.125000 Penalty: 4670.926758
	Iteration 6F: 3 clusters Score -1094182 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1094602.750000 Penalty: 4670.926758
	Iteration 7F: 3 clusters Score -1094603 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1094952.625000 Penalty: 4670.926758
	Iteration 8Q: 3 clusters Score -1094953 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1095170.500000 Penalty: 4670.926758
	Iteration 9Q: 3 clusters Score -1095170 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1095322.500000 Penalty: 4670.926758
	Iteration 10Q: 3 clusters Score -1095322 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1095431.125000 Penalty: 4670.926758
	Iteration 11Q: 3 clusters Score -1095431 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1095513.750000 Penalty: 4670.926758
	Iteration 12Q: 3 clusters Score -1095514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1095573.500000 Penalty: 4670.926758
	Iteration 13Q: 3 clusters Score -1095574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1095617.750000 Penalty: 4670.926758
	Iteration 14Q: 3 clusters Score -1095618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1095646.500000 Penalty: 4670.926758
	Iteration 15Q: 3 clusters Score -1095646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1095670.375000 Penalty: 4670.926758
	Iteration 16Q: 3 clusters Score -1095670 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1095699.125000 Penalty: 4670.926758
	Iteration 17Q: 3 clusters Score -1095699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1095717.375000 Penalty: 4670.926758
	Iteration 18Q: 3 clusters Score -1095717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1095733.500000 Penalty: 4670.926758
	Iteration 19Q: 3 clusters Score -1095734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1095745.875000 Penalty: 4670.926758
	Iteration 20F: 3 clusters Score -1095746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1095755.625000 Penalty: 4670.926758
	Iteration 21Q: 3 clusters Score -1095756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1095764.625000 Penalty: 4670.926758
	Iteration 22Q: 3 clusters Score -1095765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1095771.000000 Penalty: 4670.926758
	Iteration 23Q: 3 clusters Score -1095771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1095778.250000 Penalty: 4670.926758
	Iteration 24Q: 3 clusters Score -1095778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1095780.250000 Penalty: 4670.926758
	Iteration 25Q: 3 clusters Score -1095780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1095781.500000 Penalty: 4670.926758
	Iteration 26Q: 3 clusters Score -1095782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1095790.375000 Penalty: 4670.926758
	Iteration 27Q: 3 clusters Score -1095790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1095794.625000 Penalty: 4670.926758
	Iteration 28Q: 3 clusters Score -1095795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1095797.750000 Penalty: 4670.926758
	Iteration 29Q: 3 clusters Score -1095798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1095799.375000 Penalty: 4670.926758
	Iteration 30Q: 3 clusters Score -1095799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1095802.250000 Penalty: 4670.926758
	Iteration 31Q: 3 clusters Score -1095802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1095803.125000 Penalty: 4670.926758
	Iteration 32Q: 3 clusters Score -1095803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1095809.375000 Penalty: 4670.926758
	Iteration 33Q: 3 clusters Score -1095809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1095811.750000 Penalty: 4670.926758
	Iteration 34Q: 3 clusters Score -1095812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1095815.250000 Penalty: 4670.926758
	Iteration 35Q: 3 clusters Score -1095815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1095818.625000 Penalty: 4670.926758
	Iteration 36Q: 3 clusters Score -1095819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1095821.375000 Penalty: 4670.926758
	Iteration 37Q: 3 clusters Score -1095821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1095818.625000 Penalty: 4670.926758
	Iteration 38Q: 3 clusters Score -1095819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1095820.375000 Penalty: 4670.926758
	Iteration 39Q: 3 clusters Score -1095820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1095823.750000 Penalty: 4670.926758
	Iteration 40F: 3 clusters Score -1095824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1095824.250000 Penalty: 4670.926758
	Iteration 41Q: 3 clusters Score -1095824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1095831.625000 Penalty: 4670.926758
	Iteration 42Q: 3 clusters Score -1095832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1095835.750000 Penalty: 4670.926758
	Iteration 43Q: 3 clusters Score -1095836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1095837.625000 Penalty: 4670.926758
	Iteration 44Q: 3 clusters Score -1095838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1095838.125000 Penalty: 4670.926758
	Iteration 45Q: 3 clusters Score -1095838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1095841.000000 Penalty: 4670.926758
	Iteration 46Q: 3 clusters Score -1095841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1095844.000000 Penalty: 4670.926758
	Iteration 47Q: 3 clusters Score -1095844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1095845.500000 Penalty: 4670.926758
	Iteration 48Q: 3 clusters Score -1095846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1095844.250000 Penalty: 4670.926758
	Iteration 49Q: 3 clusters Score -1095844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1095843.625000 Penalty: 4670.926758
	Iteration 50Q: 3 clusters Score -1095844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1095844.000000 Penalty: 4670.926758
	Iteration 51Q: 3 clusters Score -1095844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1095844.375000 Penalty: 4670.926758
	Iteration 52Q: 3 clusters Score -1095844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1095845.750000 Penalty: 4670.926758
	Iteration 53Q: 3 clusters Score -1095846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1095844.250000 Penalty: 4670.926758
	Iteration 54Q: 3 clusters Score -1095844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1095847.375000 Penalty: 4670.926758
	Iteration 55Q: 3 clusters Score -1095847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1095845.875000 Penalty: 4670.926758
	Iteration 56Q: 3 clusters Score -1095846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1095846.750000 Penalty: 4670.926758
	Iteration 57Q: 3 clusters Score -1095847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1095848.375000 Penalty: 4670.926758
	Iteration 58Q: 3 clusters Score -1095848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1095848.750000 Penalty: 4670.926758
	Iteration 59Q: 3 clusters Score -1095849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1095849.000000 Penalty: 4670.926758
	Iteration 60F: 3 clusters Score -1095849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1095849.125000 Penalty: 4670.926758
	Iteration 61Q: 3 clusters Score -1095849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1095849.125000 Penalty: 4670.926758
	Iteration 62F: 3 clusters Score -1095849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -135020.953125 Penalty: 1812.186157
	Iteration 0F: 2 clusters Score -135021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132750.906250 Penalty: 3624.372314
	Iteration 0F: 3 clusters Score -132750.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133123.171875 Penalty: 3624.372314
	Iteration 1F: 3 clusters Score -133123.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -133222.328125 Penalty: 3624.372314
	Iteration 2F: 3 clusters Score -133222.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133269.343750 Penalty: 3624.372314
	Iteration 3Q: 3 clusters Score -133269.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -133297.156250 Penalty: 3624.372314
	Iteration 4Q: 3 clusters Score -133297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -133308.718750 Penalty: 3624.372314
	Iteration 5Q: 3 clusters Score -133308.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -133320.265625 Penalty: 3624.372314
	Iteration 6Q: 3 clusters Score -133320.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133325.500000 Penalty: 3624.372314
	Iteration 7Q: 3 clusters Score -133325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133328.984375 Penalty: 3624.372314
	Iteration 8Q: 3 clusters Score -133329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133330.312500 Penalty: 3624.372314
	Iteration 9Q: 3 clusters Score -133330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133331.671875 Penalty: 3624.372314
	Iteration 10Q: 3 clusters Score -133331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133332.640625 Penalty: 3624.372314
	Iteration 11Q: 3 clusters Score -133332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133332.640625 Penalty: 3624.372314
	Iteration 12F: 3 clusters Score -133332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Entering Unmasked Estep 
Score: -6237064.000000 Penalty: 2736.944336
	Iteration 0F: 2 clusters Score -6237064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -6195577.000000 Penalty: 5473.888672
	Iteration 0F: 3 clusters Score -6195577 nChanged 28941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -6212554.500000 Penalty: 5473.888672
	Iteration 1F: 3 clusters Score -6212554 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -6214590.500000 Penalty: 5473.888672
	Iteration 2F: 3 clusters Score -6214590 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -6217481.500000 Penalty: 5473.888672
	Iteration 3F: 3 clusters Score -6217482 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -6220849.000000 Penalty: 5473.888672
	Iteration 4F: 3 clusters Score -6220849 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6223838.500000 Penalty: 5473.888672
	Iteration 5F: 3 clusters Score -6223838 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6225935.000000 Penalty: 5473.888672
	Iteration 6F: 3 clusters Score -6225935 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -6227149.500000 Penalty: 5473.888672
	Iteration 7Q: 3 clusters Score -6227150 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -6227915.000000 Penalty: 5473.888672
	Iteration 8Q: 3 clusters Score -6227915 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -6228500.500000 Penalty: 5473.888672
	Iteration 9Q: 3 clusters Score -6228500 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -6228949.500000 Penalty: 5473.888672
	Iteration 10Q: 3 clusters Score -6228950 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -6229385.500000 Penalty: 5473.888672
	Iteration 11Q: 3 clusters Score -6229386 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -6229835.000000 Penalty: 5473.888672
	Iteration 12Q: 3 clusters Score -6229835 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6230205.000000 Penalty: 5473.888672
	Iteration 13Q: 3 clusters Score -6230205 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -6230563.000000 Penalty: 5473.888672
	Iteration 14Q: 3 clusters Score -6230563 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -6230834.000000 Penalty: 5473.888672
	Iteration 15Q: 3 clusters Score -6230834 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -6231025.500000 Penalty: 5473.888672
	Iteration 16Q: 3 clusters Score -6231026 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6231201.000000 Penalty: 5473.888672
	Iteration 17Q: 3 clusters Score -6231201 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -6231334.500000 Penalty: 5473.888672
	Iteration 18Q: 3 clusters Score -6231334 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6231459.000000 Penalty: 5473.888672
	Iteration 19Q: 3 clusters Score -6231459 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6231566.000000 Penalty: 5473.888672
	Iteration 20F: 3 clusters Score -6231566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -6231643.000000 Penalty: 5473.888672
	Iteration 21Q: 3 clusters Score -6231643 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -6231700.000000 Penalty: 5473.888672
	Iteration 22Q: 3 clusters Score -6231700 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -6231790.500000 Penalty: 5473.888672
	Iteration 23Q: 3 clusters Score -6231790 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -6231870.500000 Penalty: 5473.888672
	Iteration 24Q: 3 clusters Score -6231870 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6231913.000000 Penalty: 5473.888672
	Iteration 25Q: 3 clusters Score -6231913 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -6231987.000000 Penalty: 5473.888672
	Iteration 26Q: 3 clusters Score -6231987 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -6232076.500000 Penalty: 5473.888672
	Iteration 27Q: 3 clusters Score -6232076 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6232102.500000 Penalty: 5473.888672
	Iteration 28Q: 3 clusters Score -6232102 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -6232183.500000 Penalty: 5473.888672
	Iteration 29Q: 3 clusters Score -6232184 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6232253.500000 Penalty: 5473.888672
	Iteration 30Q: 3 clusters Score -6232254 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -6232305.000000 Penalty: 5473.888672
	Iteration 31Q: 3 clusters Score -6232305 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -6232326.500000 Penalty: 5473.888672
	Iteration 32Q: 3 clusters Score -6232326 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -6232444.000000 Penalty: 5473.888672
	Iteration 33Q: 3 clusters Score -6232444 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -6232533.500000 Penalty: 5473.888672
	Iteration 34Q: 3 clusters Score -6232534 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -6232652.500000 Penalty: 5473.888672
	Iteration 35Q: 3 clusters Score -6232652 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -6232758.500000 Penalty: 5473.888672
	Iteration 36Q: 3 clusters Score -6232758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6232876.000000 Penalty: 5473.888672
	Iteration 37Q: 3 clusters Score -6232876 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -6232974.000000 Penalty: 5473.888672
	Iteration 38Q: 3 clusters Score -6232974 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -6233107.000000 Penalty: 5473.888672
	Iteration 39Q: 3 clusters Score -6233107 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -6233212.500000 Penalty: 5473.888672
	Iteration 40F: 3 clusters Score -6233212 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -6233334.500000 Penalty: 5473.888672
	Iteration 41Q: 3 clusters Score -6233334 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -6233467.000000 Penalty: 5473.888672
	Iteration 42Q: 3 clusters Score -6233467 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6233545.500000 Penalty: 5473.888672
	Iteration 43Q: 3 clusters Score -6233546 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6233654.500000 Penalty: 5473.888672
	Iteration 44Q: 3 clusters Score -6233654 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -6233756.500000 Penalty: 5473.888672
	Iteration 45Q: 3 clusters Score -6233756 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -6233808.500000 Penalty: 5473.888672
	Iteration 46Q: 3 clusters Score -6233808 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6233882.500000 Penalty: 5473.888672
	Iteration 47Q: 3 clusters Score -6233882 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -6233966.000000 Penalty: 5473.888672
	Iteration 48Q: 3 clusters Score -6233966 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6234045.000000 Penalty: 5473.888672
	Iteration 49Q: 3 clusters Score -6234045 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6234089.000000 Penalty: 5473.888672
	Iteration 50Q: 3 clusters Score -6234089 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6234157.500000 Penalty: 5473.888672
	Iteration 51Q: 3 clusters Score -6234158 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6234217.000000 Penalty: 5473.888672
	Iteration 52Q: 3 clusters Score -6234217 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6234233.000000 Penalty: 5473.888672
	Iteration 53Q: 3 clusters Score -6234233 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -6234272.500000 Penalty: 5473.888672
	Iteration 54Q: 3 clusters Score -6234272 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6234314.500000 Penalty: 5473.888672
	Iteration 55Q: 3 clusters Score -6234314 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6234328.000000 Penalty: 5473.888672
	Iteration 56Q: 3 clusters Score -6234328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6234352.000000 Penalty: 5473.888672
	Iteration 57Q: 3 clusters Score -6234352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6234391.000000 Penalty: 5473.888672
	Iteration 58Q: 3 clusters Score -6234391 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6234413.000000 Penalty: 5473.888672
	Iteration 59Q: 3 clusters Score -6234413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6234437.000000 Penalty: 5473.888672
	Iteration 60F: 3 clusters Score -6234437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6234470.000000 Penalty: 5473.888672
	Iteration 61Q: 3 clusters Score -6234470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6234490.500000 Penalty: 5473.888672
	Iteration 62Q: 3 clusters Score -6234490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6234501.500000 Penalty: 5473.888672
	Iteration 63Q: 3 clusters Score -6234502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6234519.500000 Penalty: 5473.888672
	Iteration 64Q: 3 clusters Score -6234520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6234537.500000 Penalty: 5473.888672
	Iteration 65Q: 3 clusters Score -6234538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6234557.000000 Penalty: 5473.888672
	Iteration 66Q: 3 clusters Score -6234557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6234581.000000 Penalty: 5473.888672
	Iteration 67Q: 3 clusters Score -6234581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6234590.500000 Penalty: 5473.888672
	Iteration 68Q: 3 clusters Score -6234590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6234602.500000 Penalty: 5473.888672
	Iteration 69Q: 3 clusters Score -6234602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6234602.000000 Penalty: 5473.888672
	Iteration 70Q: 3 clusters Score -6234602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6234604.500000 Penalty: 5473.888672
	Iteration 71Q: 3 clusters Score -6234604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6234608.500000 Penalty: 5473.888672
	Iteration 72Q: 3 clusters Score -6234608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6234606.500000 Penalty: 5473.888672
	Iteration 73Q: 3 clusters Score -6234606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6234602.500000 Penalty: 5473.888672
	Iteration 74Q: 3 clusters Score -6234602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6234608.000000 Penalty: 5473.888672
	Iteration 75Q: 3 clusters Score -6234608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6234616.500000 Penalty: 5473.888672
	Iteration 76Q: 3 clusters Score -6234616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6234613.500000 Penalty: 5473.888672
	Iteration 77Q: 3 clusters Score -6234614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6234619.000000 Penalty: 5473.888672
	Iteration 78Q: 3 clusters Score -6234619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6234626.500000 Penalty: 5473.888672
	Iteration 79Q: 3 clusters Score -6234626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6234622.500000 Penalty: 5473.888672
	Iteration 80F: 3 clusters Score -6234622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6234619.000000 Penalty: 5473.888672
	Iteration 81Q: 3 clusters Score -6234619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6234629.500000 Penalty: 5473.888672
	Iteration 82Q: 3 clusters Score -6234630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6234642.500000 Penalty: 5473.888672
	Iteration 83Q: 3 clusters Score -6234642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6234652.000000 Penalty: 5473.888672
	Iteration 84Q: 3 clusters Score -6234652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6234664.000000 Penalty: 5473.888672
	Iteration 85Q: 3 clusters Score -6234664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6234677.000000 Penalty: 5473.888672
	Iteration 86Q: 3 clusters Score -6234677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6234669.500000 Penalty: 5473.888672
	Iteration 87Q: 3 clusters Score -6234670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6234669.000000 Penalty: 5473.888672
	Iteration 88Q: 3 clusters Score -6234669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6234655.000000 Penalty: 5473.888672
	Iteration 89Q: 3 clusters Score -6234655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6234658.500000 Penalty: 5473.888672
	Iteration 90Q: 3 clusters Score -6234658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6234677.000000 Penalty: 5473.888672
	Iteration 91Q: 3 clusters Score -6234677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6234679.000000 Penalty: 5473.888672
	Iteration 92Q: 3 clusters Score -6234679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6234679.500000 Penalty: 5473.888672
	Iteration 93Q: 3 clusters Score -6234680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6234685.000000 Penalty: 5473.888672
	Iteration 94Q: 3 clusters Score -6234685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6234678.500000 Penalty: 5473.888672
	Iteration 95Q: 3 clusters Score -6234678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6234691.000000 Penalty: 5473.888672
	Iteration 96Q: 3 clusters Score -6234691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6234685.000000 Penalty: 5473.888672
	Iteration 97Q: 3 clusters Score -6234685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6234689.500000 Penalty: 5473.888672
	Iteration 98Q: 3 clusters Score -6234690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6234694.500000 Penalty: 5473.888672
	Iteration 99Q: 3 clusters Score -6234694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6234701.000000 Penalty: 5473.888672
	Iteration 100F: 3 clusters Score -6234701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6234698.000000 Penalty: 5473.888672
	Iteration 101Q: 3 clusters Score -6234698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6234707.500000 Penalty: 5473.888672
	Iteration 102Q: 3 clusters Score -6234708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6234708.000000 Penalty: 5473.888672
	Iteration 103Q: 3 clusters Score -6234708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6234708.000000 Penalty: 5473.888672
	Iteration 104F: 3 clusters Score -6234708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Entering Unmasked Estep 
Score: -1395717.625000 Penalty: 2373.352783
	Iteration 0F: 2 clusters Score -1395718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1385196.375000 Penalty: 4746.705566
	Iteration 0F: 3 clusters Score -1385196 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1388511.375000 Penalty: 4746.705566
	Iteration 1F: 3 clusters Score -1388511 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1388859.625000 Penalty: 4746.705566
	Iteration 2F: 3 clusters Score -1388860 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1389137.375000 Penalty: 4746.705566
	Iteration 3Q: 3 clusters Score -1389137 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1389367.375000 Penalty: 4746.705566
	Iteration 4Q: 3 clusters Score -1389367 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1389610.625000 Penalty: 4746.705566
	Iteration 5Q: 3 clusters Score -1389611 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1389866.250000 Penalty: 4746.705566
	Iteration 6Q: 3 clusters Score -1389866 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1390163.125000 Penalty: 4746.705566
	Iteration 7Q: 3 clusters Score -1390163 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1390478.750000 Penalty: 4746.705566
	Iteration 8Q: 3 clusters Score -1390479 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1390765.750000 Penalty: 4746.705566
	Iteration 9Q: 3 clusters Score -1390766 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1391054.375000 Penalty: 4746.705566
	Iteration 10Q: 3 clusters Score -1391054 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1391331.000000 Penalty: 4746.705566
	Iteration 11Q: 3 clusters Score -1391331 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1391599.500000 Penalty: 4746.705566
	Iteration 12Q: 3 clusters Score -1391600 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1391858.875000 Penalty: 4746.705566
	Iteration 13Q: 3 clusters Score -1391859 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1392065.250000 Penalty: 4746.705566
	Iteration 14Q: 3 clusters Score -1392065 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1392225.125000 Penalty: 4746.705566
	Iteration 15Q: 3 clusters Score -1392225 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1392348.125000 Penalty: 4746.705566
	Iteration 16Q: 3 clusters Score -1392348 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1392445.250000 Penalty: 4746.705566
	Iteration 17Q: 3 clusters Score -1392445 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1392516.625000 Penalty: 4746.705566
	Iteration 18Q: 3 clusters Score -1392517 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1392592.625000 Penalty: 4746.705566
	Iteration 19Q: 3 clusters Score -1392593 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1392659.875000 Penalty: 4746.705566
	Iteration 20F: 3 clusters Score -1392660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1392707.125000 Penalty: 4746.705566
	Iteration 21Q: 3 clusters Score -1392707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1392759.875000 Penalty: 4746.705566
	Iteration 22Q: 3 clusters Score -1392760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1392802.250000 Penalty: 4746.705566
	Iteration 23Q: 3 clusters Score -1392802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1392846.125000 Penalty: 4746.705566
	Iteration 24Q: 3 clusters Score -1392846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1392898.500000 Penalty: 4746.705566
	Iteration 25Q: 3 clusters Score -1392898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1392950.750000 Penalty: 4746.705566
	Iteration 26Q: 3 clusters Score -1392951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1393013.250000 Penalty: 4746.705566
	Iteration 27Q: 3 clusters Score -1393013 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1393087.750000 Penalty: 4746.705566
	Iteration 28Q: 3 clusters Score -1393088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1393151.375000 Penalty: 4746.705566
	Iteration 29Q: 3 clusters Score -1393151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1393199.375000 Penalty: 4746.705566
	Iteration 30Q: 3 clusters Score -1393199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1393246.125000 Penalty: 4746.705566
	Iteration 31Q: 3 clusters Score -1393246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1393292.125000 Penalty: 4746.705566
	Iteration 32Q: 3 clusters Score -1393292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1393328.625000 Penalty: 4746.705566
	Iteration 33Q: 3 clusters Score -1393329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1393358.875000 Penalty: 4746.705566
	Iteration 34Q: 3 clusters Score -1393359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1393385.750000 Penalty: 4746.705566
	Iteration 35Q: 3 clusters Score -1393386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1393404.000000 Penalty: 4746.705566
	Iteration 36Q: 3 clusters Score -1393404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1393407.625000 Penalty: 4746.705566
	Iteration 37Q: 3 clusters Score -1393408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1393423.750000 Penalty: 4746.705566
	Iteration 38Q: 3 clusters Score -1393424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1393430.875000 Penalty: 4746.705566
	Iteration 39Q: 3 clusters Score -1393431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1393434.875000 Penalty: 4746.705566
	Iteration 40F: 3 clusters Score -1393435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1393439.750000 Penalty: 4746.705566
	Iteration 41Q: 3 clusters Score -1393440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1393441.625000 Penalty: 4746.705566
	Iteration 42Q: 3 clusters Score -1393442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1393449.250000 Penalty: 4746.705566
	Iteration 43Q: 3 clusters Score -1393449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1393453.875000 Penalty: 4746.705566
	Iteration 44Q: 3 clusters Score -1393454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1393457.500000 Penalty: 4746.705566
	Iteration 45Q: 3 clusters Score -1393458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1393463.000000 Penalty: 4746.705566
	Iteration 46Q: 3 clusters Score -1393463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1393469.250000 Penalty: 4746.705566
	Iteration 47Q: 3 clusters Score -1393469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1393472.375000 Penalty: 4746.705566
	Iteration 48Q: 3 clusters Score -1393472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1393473.250000 Penalty: 4746.705566
	Iteration 49Q: 3 clusters Score -1393473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1393481.250000 Penalty: 4746.705566
	Iteration 50Q: 3 clusters Score -1393481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1393478.500000 Penalty: 4746.705566
	Iteration 51Q: 3 clusters Score -1393478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1393483.750000 Penalty: 4746.705566
	Iteration 52Q: 3 clusters Score -1393484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1393488.750000 Penalty: 4746.705566
	Iteration 53Q: 3 clusters Score -1393489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1393488.250000 Penalty: 4746.705566
	Iteration 54Q: 3 clusters Score -1393488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1393485.500000 Penalty: 4746.705566
	Iteration 55Q: 3 clusters Score -1393486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1393486.875000 Penalty: 4746.705566
	Iteration 56Q: 3 clusters Score -1393487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1393488.375000 Penalty: 4746.705566
	Iteration 57Q: 3 clusters Score -1393488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1393489.125000 Penalty: 4746.705566
	Iteration 58Q: 3 clusters Score -1393489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1393490.000000 Penalty: 4746.705566
	Iteration 59Q: 3 clusters Score -1393490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1393490.375000 Penalty: 4746.705566
	Iteration 60F: 3 clusters Score -1393490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1393492.875000 Penalty: 4746.705566
	Iteration 61Q: 3 clusters Score -1393493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1393491.125000 Penalty: 4746.705566
	Iteration 62Q: 3 clusters Score -1393491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1393491.125000 Penalty: 4746.705566
	Iteration 63F: 3 clusters Score -1393491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -209063.015625 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -209063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -206052.234375 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -206052.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -207072.578125 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -207072.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -207569.203125 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -207569.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -207890.625000 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -207890.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -208064.593750 Penalty: 3921.464844
	Iteration 4F: 3 clusters Score -208064.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -208136.156250 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -208136.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -208201.437500 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -208201.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -208230.515625 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -208230.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -208254.750000 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -208254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -208264.968750 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -208265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -208269.375000 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -208269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -208273.187500 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -208273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -208275.796875 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -208275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -208276.906250 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -208276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -208277.921875 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -208277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -208281.140625 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -208281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -208291.484375 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -208291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -208293.656250 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -208293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -208294.156250 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -208294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -208295.843750 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -208295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -208296.218750 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -208296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -208296.875000 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -208296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -208296.875000 Penalty: 3921.464844
	Iteration 22F: 3 clusters Score -208296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -348072.312500 Penalty: 2043.681030
	Iteration 0F: 2 clusters Score -348072.3 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 1941 members 
Entering Unmasked Estep 
Score: -344316.375000 Penalty: 4087.362061
	Iteration 0F: 3 clusters Score -344316.4 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345285.343750 Penalty: 4087.362061
	Iteration 1F: 3 clusters Score -345285.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -345501.812500 Penalty: 4087.362061
	Iteration 2F: 3 clusters Score -345501.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -345594.531250 Penalty: 4087.362061
	Iteration 3Q: 3 clusters Score -345594.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -345641.531250 Penalty: 4087.362061
	Iteration 4Q: 3 clusters Score -345641.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -345680.781250 Penalty: 4087.362061
	Iteration 5Q: 3 clusters Score -345680.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -345717.312500 Penalty: 4087.362061
	Iteration 6Q: 3 clusters Score -345717.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -345754.906250 Penalty: 4087.362061
	Iteration 7Q: 3 clusters Score -345754.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -345788.375000 Penalty: 4087.362061
	Iteration 8Q: 3 clusters Score -345788.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -345816.250000 Penalty: 4087.362061
	Iteration 9Q: 3 clusters Score -345816.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -345838.218750 Penalty: 4087.362061
	Iteration 10Q: 3 clusters Score -345838.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -345857.125000 Penalty: 4087.362061
	Iteration 11Q: 3 clusters Score -345857.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -345874.593750 Penalty: 4087.362061
	Iteration 12Q: 3 clusters Score -345874.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -345887.250000 Penalty: 4087.362061
	Iteration 13Q: 3 clusters Score -345887.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -345899.500000 Penalty: 4087.362061
	Iteration 14Q: 3 clusters Score -345899.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -345912.656250 Penalty: 4087.362061
	Iteration 15Q: 3 clusters Score -345912.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -345923.062500 Penalty: 4087.362061
	Iteration 16Q: 3 clusters Score -345923.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -345937.125000 Penalty: 4087.362061
	Iteration 17Q: 3 clusters Score -345937.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -345956.312500 Penalty: 4087.362061
	Iteration 18Q: 3 clusters Score -345956.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -345975.062500 Penalty: 4087.362061
	Iteration 19Q: 3 clusters Score -345975.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -345993.531250 Penalty: 4087.362061
	Iteration 20F: 3 clusters Score -345993.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -346009.625000 Penalty: 4087.362061
	Iteration 21Q: 3 clusters Score -346009.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -346032.468750 Penalty: 4087.362061
	Iteration 22Q: 3 clusters Score -346032.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -346067.437500 Penalty: 4087.362061
	Iteration 23Q: 3 clusters Score -346067.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -346108.937500 Penalty: 4087.362061
	Iteration 24Q: 3 clusters Score -346108.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -346182.031250 Penalty: 4087.362061
	Iteration 25Q: 3 clusters Score -346182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -346269.031250 Penalty: 4087.362061
	Iteration 26Q: 3 clusters Score -346269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -346328.843750 Penalty: 4087.362061
	Iteration 27Q: 3 clusters Score -346328.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -346391.843750 Penalty: 4087.362061
	Iteration 28Q: 3 clusters Score -346391.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -346439.062500 Penalty: 4087.362061
	Iteration 29Q: 3 clusters Score -346439.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -346481.125000 Penalty: 4087.362061
	Iteration 30Q: 3 clusters Score -346481.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -346514.093750 Penalty: 4087.362061
	Iteration 31Q: 3 clusters Score -346514.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -346555.062500 Penalty: 4087.362061
	Iteration 32Q: 3 clusters Score -346555.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -346593.500000 Penalty: 4087.362061
	Iteration 33Q: 3 clusters Score -346593.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -346619.375000 Penalty: 4087.362061
	Iteration 34Q: 3 clusters Score -346619.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -346641.531250 Penalty: 4087.362061
	Iteration 35Q: 3 clusters Score -346641.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -346656.218750 Penalty: 4087.362061
	Iteration 36Q: 3 clusters Score -346656.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -346671.843750 Penalty: 4087.362061
	Iteration 37Q: 3 clusters Score -346671.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -346686.812500 Penalty: 4087.362061
	Iteration 38Q: 3 clusters Score -346686.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -346699.843750 Penalty: 4087.362061
	Iteration 39Q: 3 clusters Score -346699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -346712.656250 Penalty: 4087.362061
	Iteration 40F: 3 clusters Score -346712.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -346724.031250 Penalty: 4087.362061
	Iteration 41Q: 3 clusters Score -346724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -346733.218750 Penalty: 4087.362061
	Iteration 42Q: 3 clusters Score -346733.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -346742.625000 Penalty: 4087.362061
	Iteration 43Q: 3 clusters Score -346742.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -346751.218750 Penalty: 4087.362061
	Iteration 44Q: 3 clusters Score -346751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -346757.312500 Penalty: 4087.362061
	Iteration 45Q: 3 clusters Score -346757.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -346768.593750 Penalty: 4087.362061
	Iteration 46Q: 3 clusters Score -346768.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -346774.781250 Penalty: 4087.362061
	Iteration 47Q: 3 clusters Score -346774.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -346781.968750 Penalty: 4087.362061
	Iteration 48Q: 3 clusters Score -346782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -346788.000000 Penalty: 4087.362061
	Iteration 49Q: 3 clusters Score -346788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -346792.500000 Penalty: 4087.362061
	Iteration 50Q: 3 clusters Score -346792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -346797.968750 Penalty: 4087.362061
	Iteration 51Q: 3 clusters Score -346798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -346801.718750 Penalty: 4087.362061
	Iteration 52Q: 3 clusters Score -346801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -346807.312500 Penalty: 4087.362061
	Iteration 53Q: 3 clusters Score -346807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -346813.843750 Penalty: 4087.362061
	Iteration 54Q: 3 clusters Score -346813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -346818.187500 Penalty: 4087.362061
	Iteration 55Q: 3 clusters Score -346818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -346819.687500 Penalty: 4087.362061
	Iteration 56Q: 3 clusters Score -346819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -346822.906250 Penalty: 4087.362061
	Iteration 57Q: 3 clusters Score -346822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -346825.187500 Penalty: 4087.362061
	Iteration 58Q: 3 clusters Score -346825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -346826.843750 Penalty: 4087.362061
	Iteration 59Q: 3 clusters Score -346826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -346828.343750 Penalty: 4087.362061
	Iteration 60F: 3 clusters Score -346828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -346829.687500 Penalty: 4087.362061
	Iteration 61Q: 3 clusters Score -346829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -346834.093750 Penalty: 4087.362061
	Iteration 62Q: 3 clusters Score -346834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -346837.656250 Penalty: 4087.362061
	Iteration 63Q: 3 clusters Score -346837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -346840.218750 Penalty: 4087.362061
	Iteration 64Q: 3 clusters Score -346840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -346845.843750 Penalty: 4087.362061
	Iteration 65Q: 3 clusters Score -346845.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -346848.812500 Penalty: 4087.362061
	Iteration 66Q: 3 clusters Score -346848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -346850.812500 Penalty: 4087.362061
	Iteration 67Q: 3 clusters Score -346850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -346852.062500 Penalty: 4087.362061
	Iteration 68Q: 3 clusters Score -346852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -346853.500000 Penalty: 4087.362061
	Iteration 69Q: 3 clusters Score -346853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -346853.500000 Penalty: 4087.362061
	Iteration 70F: 3 clusters Score -346853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Entering Unmasked Estep 
Score: -1521805.000000 Penalty: 2388.656250
	Iteration 0F: 2 clusters Score -1521805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1510855.750000 Penalty: 4777.312500
	Iteration 0F: 3 clusters Score -1510856 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1514256.500000 Penalty: 4777.312500
	Iteration 1F: 3 clusters Score -1514256 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1514667.375000 Penalty: 4777.312500
	Iteration 2F: 3 clusters Score -1514667 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1515073.375000 Penalty: 4777.312500
	Iteration 3F: 3 clusters Score -1515073 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1515480.000000 Penalty: 4777.312500
	Iteration 4F: 3 clusters Score -1515480 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1515936.500000 Penalty: 4777.312500
	Iteration 5F: 3 clusters Score -1515936 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1516405.250000 Penalty: 4777.312500
	Iteration 6F: 3 clusters Score -1516405 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1516787.500000 Penalty: 4777.312500
	Iteration 7Q: 3 clusters Score -1516788 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1517141.875000 Penalty: 4777.312500
	Iteration 8Q: 3 clusters Score -1517142 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1517433.125000 Penalty: 4777.312500
	Iteration 9Q: 3 clusters Score -1517433 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1517665.250000 Penalty: 4777.312500
	Iteration 10Q: 3 clusters Score -1517665 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1517864.625000 Penalty: 4777.312500
	Iteration 11Q: 3 clusters Score -1517865 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1518007.250000 Penalty: 4777.312500
	Iteration 12Q: 3 clusters Score -1518007 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1518121.625000 Penalty: 4777.312500
	Iteration 13Q: 3 clusters Score -1518122 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1518193.875000 Penalty: 4777.312500
	Iteration 14Q: 3 clusters Score -1518194 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1518248.000000 Penalty: 4777.312500
	Iteration 15Q: 3 clusters Score -1518248 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1518282.000000 Penalty: 4777.312500
	Iteration 16Q: 3 clusters Score -1518282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1518319.125000 Penalty: 4777.312500
	Iteration 17Q: 3 clusters Score -1518319 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1518350.875000 Penalty: 4777.312500
	Iteration 18Q: 3 clusters Score -1518351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1518375.750000 Penalty: 4777.312500
	Iteration 19Q: 3 clusters Score -1518376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1518400.125000 Penalty: 4777.312500
	Iteration 20F: 3 clusters Score -1518400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1518422.625000 Penalty: 4777.312500
	Iteration 21Q: 3 clusters Score -1518423 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1518448.125000 Penalty: 4777.312500
	Iteration 22Q: 3 clusters Score -1518448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1518474.500000 Penalty: 4777.312500
	Iteration 23Q: 3 clusters Score -1518474 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1518499.625000 Penalty: 4777.312500
	Iteration 24Q: 3 clusters Score -1518500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1518522.000000 Penalty: 4777.312500
	Iteration 25Q: 3 clusters Score -1518522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1518535.250000 Penalty: 4777.312500
	Iteration 26Q: 3 clusters Score -1518535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1518556.625000 Penalty: 4777.312500
	Iteration 27Q: 3 clusters Score -1518557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1518570.625000 Penalty: 4777.312500
	Iteration 28Q: 3 clusters Score -1518571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1518581.750000 Penalty: 4777.312500
	Iteration 29Q: 3 clusters Score -1518582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1518593.500000 Penalty: 4777.312500
	Iteration 30Q: 3 clusters Score -1518594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1518600.625000 Penalty: 4777.312500
	Iteration 31Q: 3 clusters Score -1518601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1518604.875000 Penalty: 4777.312500
	Iteration 32Q: 3 clusters Score -1518605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1518611.125000 Penalty: 4777.312500
	Iteration 33Q: 3 clusters Score -1518611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1518612.875000 Penalty: 4777.312500
	Iteration 34Q: 3 clusters Score -1518613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1518618.125000 Penalty: 4777.312500
	Iteration 35Q: 3 clusters Score -1518618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1518616.875000 Penalty: 4777.312500
	Iteration 36Q: 3 clusters Score -1518617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1518617.125000 Penalty: 4777.312500
	Iteration 37Q: 3 clusters Score -1518617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1518622.750000 Penalty: 4777.312500
	Iteration 38Q: 3 clusters Score -1518623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1518624.125000 Penalty: 4777.312500
	Iteration 39Q: 3 clusters Score -1518624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1518622.750000 Penalty: 4777.312500
	Iteration 40F: 3 clusters Score -1518623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1518623.375000 Penalty: 4777.312500
	Iteration 41Q: 3 clusters Score -1518623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1518628.375000 Penalty: 4777.312500
	Iteration 42Q: 3 clusters Score -1518628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1518632.125000 Penalty: 4777.312500
	Iteration 43Q: 3 clusters Score -1518632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1518629.625000 Penalty: 4777.312500
	Iteration 44Q: 3 clusters Score -1518630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1518637.500000 Penalty: 4777.312500
	Iteration 45Q: 3 clusters Score -1518638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1518639.000000 Penalty: 4777.312500
	Iteration 46Q: 3 clusters Score -1518639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1518638.750000 Penalty: 4777.312500
	Iteration 47Q: 3 clusters Score -1518639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1518645.125000 Penalty: 4777.312500
	Iteration 48Q: 3 clusters Score -1518645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1518648.500000 Penalty: 4777.312500
	Iteration 49Q: 3 clusters Score -1518648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1518654.875000 Penalty: 4777.312500
	Iteration 50Q: 3 clusters Score -1518655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1518654.125000 Penalty: 4777.312500
	Iteration 51Q: 3 clusters Score -1518654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1518654.375000 Penalty: 4777.312500
	Iteration 52Q: 3 clusters Score -1518654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1518661.000000 Penalty: 4777.312500
	Iteration 53Q: 3 clusters Score -1518661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1518659.625000 Penalty: 4777.312500
	Iteration 54Q: 3 clusters Score -1518660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1518661.750000 Penalty: 4777.312500
	Iteration 55Q: 3 clusters Score -1518662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1518662.875000 Penalty: 4777.312500
	Iteration 56Q: 3 clusters Score -1518663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1518661.500000 Penalty: 4777.312500
	Iteration 57Q: 3 clusters Score -1518662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1518660.500000 Penalty: 4777.312500
	Iteration 58Q: 3 clusters Score -1518660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1518665.000000 Penalty: 4777.312500
	Iteration 59Q: 3 clusters Score -1518665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1518662.375000 Penalty: 4777.312500
	Iteration 60F: 3 clusters Score -1518662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1518662.000000 Penalty: 4777.312500
	Iteration 61Q: 3 clusters Score -1518662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1518663.875000 Penalty: 4777.312500
	Iteration 62Q: 3 clusters Score -1518664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1518664.125000 Penalty: 4777.312500
	Iteration 63Q: 3 clusters Score -1518664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1518664.000000 Penalty: 4777.312500
	Iteration 64Q: 3 clusters Score -1518664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1518663.375000 Penalty: 4777.312500
	Iteration 65Q: 3 clusters Score -1518663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1518665.375000 Penalty: 4777.312500
	Iteration 66Q: 3 clusters Score -1518665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1518667.375000 Penalty: 4777.312500
	Iteration 67Q: 3 clusters Score -1518667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1518662.875000 Penalty: 4777.312500
	Iteration 68Q: 3 clusters Score -1518663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1518662.375000 Penalty: 4777.312500
	Iteration 69Q: 3 clusters Score -1518662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1518663.250000 Penalty: 4777.312500
	Iteration 70Q: 3 clusters Score -1518663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1518670.125000 Penalty: 4777.312500
	Iteration 71Q: 3 clusters Score -1518670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1518670.375000 Penalty: 4777.312500
	Iteration 72Q: 3 clusters Score -1518670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1518668.875000 Penalty: 4777.312500
	Iteration 73Q: 3 clusters Score -1518669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1518670.875000 Penalty: 4777.312500
	Iteration 74Q: 3 clusters Score -1518671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1518669.250000 Penalty: 4777.312500
	Iteration 75Q: 3 clusters Score -1518669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1518673.250000 Penalty: 4777.312500
	Iteration 76Q: 3 clusters Score -1518673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1518669.750000 Penalty: 4777.312500
	Iteration 77Q: 3 clusters Score -1518670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1518672.875000 Penalty: 4777.312500
	Iteration 78Q: 3 clusters Score -1518673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1518672.000000 Penalty: 4777.312500
	Iteration 79Q: 3 clusters Score -1518672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1518671.000000 Penalty: 4777.312500
	Iteration 80F: 3 clusters Score -1518671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1518671.500000 Penalty: 4777.312500
	Iteration 81Q: 3 clusters Score -1518672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1518672.250000 Penalty: 4777.312500
	Iteration 82Q: 3 clusters Score -1518672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1518669.750000 Penalty: 4777.312500
	Iteration 83Q: 3 clusters Score -1518670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1518670.875000 Penalty: 4777.312500
	Iteration 84Q: 3 clusters Score -1518671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1518670.875000 Penalty: 4777.312500
	Iteration 85F: 3 clusters Score -1518671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -721743.812500 Penalty: 2225.170898
	Iteration 0F: 2 clusters Score -721743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -715445.937500 Penalty: 4450.341797
	Iteration 0F: 3 clusters Score -715445.9 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -717198.312500 Penalty: 4450.341797
	Iteration 1F: 3 clusters Score -717198.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -717458.812500 Penalty: 4450.341797
	Iteration 2F: 3 clusters Score -717458.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -717672.562500 Penalty: 4450.341797
	Iteration 3Q: 3 clusters Score -717672.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -717853.312500 Penalty: 4450.341797
	Iteration 4Q: 3 clusters Score -717853.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -718012.500000 Penalty: 4450.341797
	Iteration 5Q: 3 clusters Score -718012.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -718160.250000 Penalty: 4450.341797
	Iteration 6Q: 3 clusters Score -718160.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -718305.250000 Penalty: 4450.341797
	Iteration 7Q: 3 clusters Score -718305.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -718472.687500 Penalty: 4450.341797
	Iteration 8Q: 3 clusters Score -718472.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -718609.250000 Penalty: 4450.341797
	Iteration 9Q: 3 clusters Score -718609.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -718742.187500 Penalty: 4450.341797
	Iteration 10Q: 3 clusters Score -718742.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -718876.500000 Penalty: 4450.341797
	Iteration 11Q: 3 clusters Score -718876.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -719016.250000 Penalty: 4450.341797
	Iteration 12Q: 3 clusters Score -719016.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -719151.250000 Penalty: 4450.341797
	Iteration 13Q: 3 clusters Score -719151.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -719253.750000 Penalty: 4450.341797
	Iteration 14Q: 3 clusters Score -719253.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -719350.875000 Penalty: 4450.341797
	Iteration 15Q: 3 clusters Score -719350.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -719421.687500 Penalty: 4450.341797
	Iteration 16Q: 3 clusters Score -719421.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -719487.687500 Penalty: 4450.341797
	Iteration 17Q: 3 clusters Score -719487.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -719558.187500 Penalty: 4450.341797
	Iteration 18Q: 3 clusters Score -719558.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -719615.312500 Penalty: 4450.341797
	Iteration 19Q: 3 clusters Score -719615.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -719667.125000 Penalty: 4450.341797
	Iteration 20F: 3 clusters Score -719667.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -719707.125000 Penalty: 4450.341797
	Iteration 21Q: 3 clusters Score -719707.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -719744.562500 Penalty: 4450.341797
	Iteration 22Q: 3 clusters Score -719744.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -719776.812500 Penalty: 4450.341797
	Iteration 23Q: 3 clusters Score -719776.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -719804.187500 Penalty: 4450.341797
	Iteration 24Q: 3 clusters Score -719804.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -719836.875000 Penalty: 4450.341797
	Iteration 25Q: 3 clusters Score -719836.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -719875.000000 Penalty: 4450.341797
	Iteration 26Q: 3 clusters Score -719875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -719906.812500 Penalty: 4450.341797
	Iteration 27Q: 3 clusters Score -719906.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -719937.937500 Penalty: 4450.341797
	Iteration 28Q: 3 clusters Score -719937.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -719977.187500 Penalty: 4450.341797
	Iteration 29Q: 3 clusters Score -719977.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -720009.437500 Penalty: 4450.341797
	Iteration 30Q: 3 clusters Score -720009.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -720031.500000 Penalty: 4450.341797
	Iteration 31Q: 3 clusters Score -720031.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -720051.937500 Penalty: 4450.341797
	Iteration 32Q: 3 clusters Score -720051.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -720064.187500 Penalty: 4450.341797
	Iteration 33Q: 3 clusters Score -720064.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -720077.937500 Penalty: 4450.341797
	Iteration 34Q: 3 clusters Score -720077.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -720098.125000 Penalty: 4450.341797
	Iteration 35Q: 3 clusters Score -720098.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -720113.250000 Penalty: 4450.341797
	Iteration 36Q: 3 clusters Score -720113.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -720122.812500 Penalty: 4450.341797
	Iteration 37Q: 3 clusters Score -720122.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -720137.562500 Penalty: 4450.341797
	Iteration 38Q: 3 clusters Score -720137.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -720144.812500 Penalty: 4450.341797
	Iteration 39Q: 3 clusters Score -720144.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -720154.750000 Penalty: 4450.341797
	Iteration 40F: 3 clusters Score -720154.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -720162.187500 Penalty: 4450.341797
	Iteration 41Q: 3 clusters Score -720162.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -720173.875000 Penalty: 4450.341797
	Iteration 42Q: 3 clusters Score -720173.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -720183.062500 Penalty: 4450.341797
	Iteration 43Q: 3 clusters Score -720183.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -720185.125000 Penalty: 4450.341797
	Iteration 44Q: 3 clusters Score -720185.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -720191.812500 Penalty: 4450.341797
	Iteration 45Q: 3 clusters Score -720191.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -720199.312500 Penalty: 4450.341797
	Iteration 46Q: 3 clusters Score -720199.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -720204.312500 Penalty: 4450.341797
	Iteration 47Q: 3 clusters Score -720204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -720209.500000 Penalty: 4450.341797
	Iteration 48Q: 3 clusters Score -720209.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -720213.625000 Penalty: 4450.341797
	Iteration 49Q: 3 clusters Score -720213.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -720223.937500 Penalty: 4450.341797
	Iteration 50Q: 3 clusters Score -720223.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -720232.375000 Penalty: 4450.341797
	Iteration 51Q: 3 clusters Score -720232.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -720242.625000 Penalty: 4450.341797
	Iteration 52Q: 3 clusters Score -720242.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -720251.375000 Penalty: 4450.341797
	Iteration 53Q: 3 clusters Score -720251.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -720262.000000 Penalty: 4450.341797
	Iteration 54Q: 3 clusters Score -720262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -720266.687500 Penalty: 4450.341797
	Iteration 55Q: 3 clusters Score -720266.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -720276.000000 Penalty: 4450.341797
	Iteration 56Q: 3 clusters Score -720276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -720286.125000 Penalty: 4450.341797
	Iteration 57Q: 3 clusters Score -720286.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -720293.250000 Penalty: 4450.341797
	Iteration 58Q: 3 clusters Score -720293.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -720300.875000 Penalty: 4450.341797
	Iteration 59Q: 3 clusters Score -720300.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -720310.312500 Penalty: 4450.341797
	Iteration 60F: 3 clusters Score -720310.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -720317.625000 Penalty: 4450.341797
	Iteration 61Q: 3 clusters Score -720317.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -720322.625000 Penalty: 4450.341797
	Iteration 62Q: 3 clusters Score -720322.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -720326.687500 Penalty: 4450.341797
	Iteration 63Q: 3 clusters Score -720326.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -720331.250000 Penalty: 4450.341797
	Iteration 64Q: 3 clusters Score -720331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -720333.875000 Penalty: 4450.341797
	Iteration 65Q: 3 clusters Score -720333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -720338.375000 Penalty: 4450.341797
	Iteration 66Q: 3 clusters Score -720338.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -720343.687500 Penalty: 4450.341797
	Iteration 67Q: 3 clusters Score -720343.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -720344.062500 Penalty: 4450.341797
	Iteration 68Q: 3 clusters Score -720344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -720348.062500 Penalty: 4450.341797
	Iteration 69Q: 3 clusters Score -720348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -720354.625000 Penalty: 4450.341797
	Iteration 70Q: 3 clusters Score -720354.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -720356.625000 Penalty: 4450.341797
	Iteration 71Q: 3 clusters Score -720356.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -720359.937500 Penalty: 4450.341797
	Iteration 72Q: 3 clusters Score -720359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -720363.125000 Penalty: 4450.341797
	Iteration 73Q: 3 clusters Score -720363.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -720370.187500 Penalty: 4450.341797
	Iteration 74Q: 3 clusters Score -720370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -720376.187500 Penalty: 4450.341797
	Iteration 75Q: 3 clusters Score -720376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -720378.437500 Penalty: 4450.341797
	Iteration 76Q: 3 clusters Score -720378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -720380.312500 Penalty: 4450.341797
	Iteration 77Q: 3 clusters Score -720380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -720381.312500 Penalty: 4450.341797
	Iteration 78Q: 3 clusters Score -720381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -720381.437500 Penalty: 4450.341797
	Iteration 79Q: 3 clusters Score -720381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -720383.187500 Penalty: 4450.341797
	Iteration 80F: 3 clusters Score -720383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -720382.437500 Penalty: 4450.341797
	Iteration 81Q: 3 clusters Score -720382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -720384.750000 Penalty: 4450.341797
	Iteration 82Q: 3 clusters Score -720384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -720385.125000 Penalty: 4450.341797
	Iteration 83Q: 3 clusters Score -720385.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -720388.375000 Penalty: 4450.341797
	Iteration 84Q: 3 clusters Score -720388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -720392.312500 Penalty: 4450.341797
	Iteration 85Q: 3 clusters Score -720392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -720395.125000 Penalty: 4450.341797
	Iteration 86Q: 3 clusters Score -720395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -720394.500000 Penalty: 4450.341797
	Iteration 87Q: 3 clusters Score -720394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -720394.937500 Penalty: 4450.341797
	Iteration 88Q: 3 clusters Score -720394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -720395.000000 Penalty: 4450.341797
	Iteration 89Q: 3 clusters Score -720395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -720395.875000 Penalty: 4450.341797
	Iteration 90Q: 3 clusters Score -720395.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -720397.062500 Penalty: 4450.341797
	Iteration 91Q: 3 clusters Score -720397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -720396.937500 Penalty: 4450.341797
	Iteration 92Q: 3 clusters Score -720396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -720396.937500 Penalty: 4450.341797
	Iteration 93F: 3 clusters Score -720396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -347140.906250 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -347140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -343374.281250 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -343374.3 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -344232.812500 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -344232.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -344443.218750 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -344443.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -344569.937500 Penalty: 4075.849609
	Iteration 3Q: 3 clusters Score -344569.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -344665.750000 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -344665.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -344746.437500 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -344746.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -344840.843750 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -344840.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -344924.968750 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -344925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -344984.031250 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -344984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -345037.625000 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -345037.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -345080.687500 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -345080.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -345111.781250 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -345111.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -345129.906250 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -345129.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -345150.375000 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -345150.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -345164.937500 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -345164.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -345180.937500 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -345180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -345197.281250 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -345197.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -345214.812500 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -345214.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -345231.468750 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -345231.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -345245.531250 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -345245.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -345254.343750 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -345254.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -345260.718750 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -345260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -345268.406250 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -345268.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -345273.843750 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -345273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -345279.875000 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -345279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -345285.375000 Penalty: 4075.849609
	Iteration 25Q: 3 clusters Score -345285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -345287.125000 Penalty: 4075.849609
	Iteration 26Q: 3 clusters Score -345287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -345288.718750 Penalty: 4075.849609
	Iteration 27Q: 3 clusters Score -345288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -345288.156250 Penalty: 4075.849609
	Iteration 28Q: 3 clusters Score -345288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -345289.156250 Penalty: 4075.849609
	Iteration 29Q: 3 clusters Score -345289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -345290.312500 Penalty: 4075.849609
	Iteration 30Q: 3 clusters Score -345290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -345290.312500 Penalty: 4075.849609
	Iteration 31F: 3 clusters Score -345290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -557790.250000 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -557790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -552931.437500 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -552931.4 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -554202.500000 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -554202.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -554413.312500 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -554413.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -554536.250000 Penalty: 4273.781738
	Iteration 3Q: 3 clusters Score -554536.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -554610.250000 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -554610.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -554677.312500 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -554677.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -554749.125000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -554749.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -554812.250000 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -554812.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -554871.187500 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -554871.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -554920.500000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -554920.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -554976.937500 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -554976.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -555044.625000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -555044.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -555135.187500 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -555135.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -555237.625000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -555237.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -555332.000000 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -555332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -555413.687500 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -555413.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -555487.812500 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -555487.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -555579.062500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -555579.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -555654.687500 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -555654.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -555707.125000 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -555707.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -555750.187500 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -555750.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -555795.562500 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -555795.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -555822.750000 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -555822.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -555841.562500 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -555841.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -555861.250000 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -555861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -555869.250000 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -555869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -555876.500000 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -555876.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -555884.062500 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -555884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -555892.000000 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -555892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -555899.562500 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -555899.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -555907.250000 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -555907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -555913.375000 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -555913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -555917.562500 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -555917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -555926.125000 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -555926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -555930.250000 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -555930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -555934.062500 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -555934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -555939.750000 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -555939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -555943.125000 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -555943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -555948.875000 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -555948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -555953.625000 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -555953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -555953.687500 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -555953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Entering Unmasked Estep 
Score: -1037573.062500 Penalty: 2308.813965
	Iteration 0F: 2 clusters Score -1037573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1029283.062500 Penalty: 4617.627930
	Iteration 0F: 3 clusters Score -1029283 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1032005.812500 Penalty: 4617.627930
	Iteration 1F: 3 clusters Score -1032006 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1032570.000000 Penalty: 4617.627930
	Iteration 2F: 3 clusters Score -1032570 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1033147.500000 Penalty: 4617.627930
	Iteration 3F: 3 clusters Score -1033148 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1033734.437500 Penalty: 4617.627930
	Iteration 4F: 3 clusters Score -1033734 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1034387.937500 Penalty: 4617.627930
	Iteration 5F: 3 clusters Score -1034388 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1035057.875000 Penalty: 4617.627930
	Iteration 6F: 3 clusters Score -1035058 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1035644.125000 Penalty: 4617.627930
	Iteration 7F: 3 clusters Score -1035644 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1036079.312500 Penalty: 4617.627930
	Iteration 8F: 3 clusters Score -1036079 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1036393.937500 Penalty: 4617.627930
	Iteration 9Q: 3 clusters Score -1036394 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1036585.062500 Penalty: 4617.627930
	Iteration 10Q: 3 clusters Score -1036585 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1036715.250000 Penalty: 4617.627930
	Iteration 11Q: 3 clusters Score -1036715 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1036810.937500 Penalty: 4617.627930
	Iteration 12Q: 3 clusters Score -1036811 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1036894.625000 Penalty: 4617.627930
	Iteration 13Q: 3 clusters Score -1036895 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1036957.937500 Penalty: 4617.627930
	Iteration 14Q: 3 clusters Score -1036958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1037005.062500 Penalty: 4617.627930
	Iteration 15Q: 3 clusters Score -1037005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1037043.750000 Penalty: 4617.627930
	Iteration 16Q: 3 clusters Score -1037044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1037072.937500 Penalty: 4617.627930
	Iteration 17Q: 3 clusters Score -1037073 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1037091.750000 Penalty: 4617.627930
	Iteration 18Q: 3 clusters Score -1037092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1037113.187500 Penalty: 4617.627930
	Iteration 19Q: 3 clusters Score -1037113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1037135.250000 Penalty: 4617.627930
	Iteration 20F: 3 clusters Score -1037135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1037154.562500 Penalty: 4617.627930
	Iteration 21Q: 3 clusters Score -1037155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1037162.250000 Penalty: 4617.627930
	Iteration 22Q: 3 clusters Score -1037162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1037170.687500 Penalty: 4617.627930
	Iteration 23Q: 3 clusters Score -1037171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1037177.937500 Penalty: 4617.627930
	Iteration 24Q: 3 clusters Score -1037178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1037182.375000 Penalty: 4617.627930
	Iteration 25Q: 3 clusters Score -1037182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1037184.937500 Penalty: 4617.627930
	Iteration 26Q: 3 clusters Score -1037185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1037185.687500 Penalty: 4617.627930
	Iteration 27Q: 3 clusters Score -1037186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1037187.875000 Penalty: 4617.627930
	Iteration 28Q: 3 clusters Score -1037188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1037192.000000 Penalty: 4617.627930
	Iteration 29Q: 3 clusters Score -1037192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1037197.562500 Penalty: 4617.627930
	Iteration 30Q: 3 clusters Score -1037198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1037201.562500 Penalty: 4617.627930
	Iteration 31Q: 3 clusters Score -1037202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1037209.250000 Penalty: 4617.627930
	Iteration 32Q: 3 clusters Score -1037209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1037217.437500 Penalty: 4617.627930
	Iteration 33Q: 3 clusters Score -1037217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1037222.625000 Penalty: 4617.627930
	Iteration 34Q: 3 clusters Score -1037223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1037229.687500 Penalty: 4617.627930
	Iteration 35Q: 3 clusters Score -1037230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1037231.625000 Penalty: 4617.627930
	Iteration 36Q: 3 clusters Score -1037232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1037233.812500 Penalty: 4617.627930
	Iteration 37Q: 3 clusters Score -1037234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1037236.562500 Penalty: 4617.627930
	Iteration 38Q: 3 clusters Score -1037237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1037237.312500 Penalty: 4617.627930
	Iteration 39Q: 3 clusters Score -1037237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1037235.937500 Penalty: 4617.627930
	Iteration 40F: 3 clusters Score -1037236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1037238.750000 Penalty: 4617.627930
	Iteration 41Q: 3 clusters Score -1037239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1037239.375000 Penalty: 4617.627930
	Iteration 42Q: 3 clusters Score -1037239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1037240.000000 Penalty: 4617.627930
	Iteration 43Q: 3 clusters Score -1037240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1037240.000000 Penalty: 4617.627930
	Iteration 44F: 3 clusters Score -1037240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -2278622.750000 Penalty: 2481.801025
	Iteration 0F: 2 clusters Score -2278623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2263061.000000 Penalty: 4963.602051
	Iteration 0F: 3 clusters Score -2263061 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2268396.500000 Penalty: 4963.602051
	Iteration 1F: 3 clusters Score -2268396 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2268811.000000 Penalty: 4963.602051
	Iteration 2F: 3 clusters Score -2268811 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2269204.000000 Penalty: 4963.602051
	Iteration 3Q: 3 clusters Score -2269204 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2269658.750000 Penalty: 4963.602051
	Iteration 4Q: 3 clusters Score -2269659 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2270230.000000 Penalty: 4963.602051
	Iteration 5F: 3 clusters Score -2270230 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2271008.000000 Penalty: 4963.602051
	Iteration 6F: 3 clusters Score -2271008 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2272114.250000 Penalty: 4963.602051
	Iteration 7F: 3 clusters Score -2272114 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2273491.750000 Penalty: 4963.602051
	Iteration 8F: 3 clusters Score -2273492 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2274759.000000 Penalty: 4963.602051
	Iteration 9F: 3 clusters Score -2274759 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2275565.750000 Penalty: 4963.602051
	Iteration 10Q: 3 clusters Score -2275566 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2276032.500000 Penalty: 4963.602051
	Iteration 11Q: 3 clusters Score -2276032 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2276302.000000 Penalty: 4963.602051
	Iteration 12Q: 3 clusters Score -2276302 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2276438.750000 Penalty: 4963.602051
	Iteration 13Q: 3 clusters Score -2276439 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2276512.000000 Penalty: 4963.602051
	Iteration 14Q: 3 clusters Score -2276512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2276567.250000 Penalty: 4963.602051
	Iteration 15Q: 3 clusters Score -2276567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2276604.000000 Penalty: 4963.602051
	Iteration 16Q: 3 clusters Score -2276604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2276624.250000 Penalty: 4963.602051
	Iteration 17Q: 3 clusters Score -2276624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2276640.500000 Penalty: 4963.602051
	Iteration 18Q: 3 clusters Score -2276640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2276650.500000 Penalty: 4963.602051
	Iteration 19Q: 3 clusters Score -2276650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2276659.750000 Penalty: 4963.602051
	Iteration 20F: 3 clusters Score -2276660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2276664.000000 Penalty: 4963.602051
	Iteration 21Q: 3 clusters Score -2276664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2276663.000000 Penalty: 4963.602051
	Iteration 22Q: 3 clusters Score -2276663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2276669.500000 Penalty: 4963.602051
	Iteration 23Q: 3 clusters Score -2276670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2276676.750000 Penalty: 4963.602051
	Iteration 24Q: 3 clusters Score -2276677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2276680.500000 Penalty: 4963.602051
	Iteration 25Q: 3 clusters Score -2276680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2276682.500000 Penalty: 4963.602051
	Iteration 26Q: 3 clusters Score -2276682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2276682.500000 Penalty: 4963.602051
	Iteration 27F: 3 clusters Score -2276682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Entering Unmasked Estep 
Score: -10021962.000000 Penalty: 2862.707031
	Iteration 0F: 2 clusters Score -1.002196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -9953084.000000 Penalty: 5725.414062
	Iteration 0F: 3 clusters Score -9953084 nChanged 48844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -9981462.000000 Penalty: 5725.414062
	Iteration 1F: 3 clusters Score -9981462 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -9982623.000000 Penalty: 5725.414062
	Iteration 2Q: 3 clusters Score -9982623 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -9984224.000000 Penalty: 5725.414062
	Iteration 3Q: 3 clusters Score -9984224 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -9986009.000000 Penalty: 5725.414062
	Iteration 4Q: 3 clusters Score -9986009 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -9988475.000000 Penalty: 5725.414062
	Iteration 5Q: 3 clusters Score -9988475 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -9991461.000000 Penalty: 5725.414062
	Iteration 6F: 3 clusters Score -9991461 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -9995068.000000 Penalty: 5725.414062
	Iteration 7F: 3 clusters Score -9995068 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9999335.000000 Penalty: 5725.414062
	Iteration 8F: 3 clusters Score -9999335 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -10004205.000000 Penalty: 5725.414062
	Iteration 9F: 3 clusters Score -1.00042e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -10008487.000000 Penalty: 5725.414062
	Iteration 10F: 3 clusters Score -1.000849e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -10012257.000000 Penalty: 5725.414062
	Iteration 11Q: 3 clusters Score -1.001226e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -10014986.000000 Penalty: 5725.414062
	Iteration 12Q: 3 clusters Score -1.001499e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -10016879.000000 Penalty: 5725.414062
	Iteration 13Q: 3 clusters Score -1.001688e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10017986.000000 Penalty: 5725.414062
	Iteration 14Q: 3 clusters Score -1.001799e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10018583.000000 Penalty: 5725.414062
	Iteration 15Q: 3 clusters Score -1.001858e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10018909.000000 Penalty: 5725.414062
	Iteration 16Q: 3 clusters Score -1.001891e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10019116.000000 Penalty: 5725.414062
	Iteration 17Q: 3 clusters Score -1.001912e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10019251.000000 Penalty: 5725.414062
	Iteration 18Q: 3 clusters Score -1.001925e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10019335.000000 Penalty: 5725.414062
	Iteration 19Q: 3 clusters Score -1.001934e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10019389.000000 Penalty: 5725.414062
	Iteration 20F: 3 clusters Score -1.001939e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10019436.000000 Penalty: 5725.414062
	Iteration 21Q: 3 clusters Score -1.001944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10019459.000000 Penalty: 5725.414062
	Iteration 22Q: 3 clusters Score -1.001946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10019466.000000 Penalty: 5725.414062
	Iteration 23Q: 3 clusters Score -1.001947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10019476.000000 Penalty: 5725.414062
	Iteration 24Q: 3 clusters Score -1.001948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10019486.000000 Penalty: 5725.414062
	Iteration 25Q: 3 clusters Score -1.001949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10019492.000000 Penalty: 5725.414062
	Iteration 26Q: 3 clusters Score -1.001949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10019492.000000 Penalty: 5725.414062
	Iteration 27Q: 3 clusters Score -1.001949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10019488.000000 Penalty: 5725.414062
	Iteration 28Q: 3 clusters Score -1.001949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10019491.000000 Penalty: 5725.414062
	Iteration 29Q: 3 clusters Score -1.001949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10019499.000000 Penalty: 5725.414062
	Iteration 30Q: 3 clusters Score -1.00195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10019491.000000 Penalty: 5725.414062
	Iteration 31Q: 3 clusters Score -1.001949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10019496.000000 Penalty: 5725.414062
	Iteration 32Q: 3 clusters Score -1.00195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10019501.000000 Penalty: 5725.414062
	Iteration 33Q: 3 clusters Score -1.00195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10019499.000000 Penalty: 5725.414062
	Iteration 34Q: 3 clusters Score -1.00195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10019505.000000 Penalty: 5725.414062
	Iteration 35Q: 3 clusters Score -1.00195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10019511.000000 Penalty: 5725.414062
	Iteration 36Q: 3 clusters Score -1.001951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10019511.000000 Penalty: 5725.414062
	Iteration 37F: 3 clusters Score -1.001951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -700811.125000 Penalty: 2217.730225
	Iteration 0F: 2 clusters Score -700811.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -694612.812500 Penalty: 4435.460449
	Iteration 0F: 3 clusters Score -694612.8 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -696390.062500 Penalty: 4435.460449
	Iteration 1F: 3 clusters Score -696390.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -696833.125000 Penalty: 4435.460449
	Iteration 2F: 3 clusters Score -696833.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -697351.937500 Penalty: 4435.460449
	Iteration 3F: 3 clusters Score -697351.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -697977.000000 Penalty: 4435.460449
	Iteration 4F: 3 clusters Score -697977 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -698631.437500 Penalty: 4435.460449
	Iteration 5F: 3 clusters Score -698631.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -699185.625000 Penalty: 4435.460449
	Iteration 6F: 3 clusters Score -699185.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -699576.937500 Penalty: 4435.460449
	Iteration 7F: 3 clusters Score -699576.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -699832.875000 Penalty: 4435.460449
	Iteration 8Q: 3 clusters Score -699832.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -700014.562500 Penalty: 4435.460449
	Iteration 9Q: 3 clusters Score -700014.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -700169.312500 Penalty: 4435.460449
	Iteration 10Q: 3 clusters Score -700169.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -700282.187500 Penalty: 4435.460449
	Iteration 11Q: 3 clusters Score -700282.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -700339.625000 Penalty: 4435.460449
	Iteration 12Q: 3 clusters Score -700339.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -700378.375000 Penalty: 4435.460449
	Iteration 13Q: 3 clusters Score -700378.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -700409.437500 Penalty: 4435.460449
	Iteration 14Q: 3 clusters Score -700409.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -700433.062500 Penalty: 4435.460449
	Iteration 15Q: 3 clusters Score -700433.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -700450.750000 Penalty: 4435.460449
	Iteration 16Q: 3 clusters Score -700450.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -700461.000000 Penalty: 4435.460449
	Iteration 17Q: 3 clusters Score -700461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -700465.000000 Penalty: 4435.460449
	Iteration 18Q: 3 clusters Score -700465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -700469.625000 Penalty: 4435.460449
	Iteration 19Q: 3 clusters Score -700469.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -700475.500000 Penalty: 4435.460449
	Iteration 20F: 3 clusters Score -700475.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -700479.750000 Penalty: 4435.460449
	Iteration 21Q: 3 clusters Score -700479.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -700485.812500 Penalty: 4435.460449
	Iteration 22Q: 3 clusters Score -700485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -700490.562500 Penalty: 4435.460449
	Iteration 23Q: 3 clusters Score -700490.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -700494.812500 Penalty: 4435.460449
	Iteration 24Q: 3 clusters Score -700494.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -700498.375000 Penalty: 4435.460449
	Iteration 25Q: 3 clusters Score -700498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -700502.312500 Penalty: 4435.460449
	Iteration 26Q: 3 clusters Score -700502.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -700500.750000 Penalty: 4435.460449
	Iteration 27Q: 3 clusters Score -700500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -700502.687500 Penalty: 4435.460449
	Iteration 28Q: 3 clusters Score -700502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -700502.687500 Penalty: 4435.460449
	Iteration 29Q: 3 clusters Score -700502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -700506.125000 Penalty: 4435.460449
	Iteration 30Q: 3 clusters Score -700506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -700506.437500 Penalty: 4435.460449
	Iteration 31Q: 3 clusters Score -700506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -700509.375000 Penalty: 4435.460449
	Iteration 32Q: 3 clusters Score -700509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -700510.562500 Penalty: 4435.460449
	Iteration 33Q: 3 clusters Score -700510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -700510.562500 Penalty: 4435.460449
	Iteration 34F: 3 clusters Score -700510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -361543.875000 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -361543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -357738.968750 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -357739 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -358675.312500 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -358675.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -358952.031250 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -358952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -359164.812500 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -359164.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -359327.906250 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -359327.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -359460.625000 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -359460.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359591.312500 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -359591.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -359698.437500 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -359698.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -359793.468750 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -359793.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -359877.531250 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -359877.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -359941.250000 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -359941.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -360010.187500 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -360010.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -360079.531250 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -360079.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -360154.656250 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -360154.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -360216.718750 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -360216.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360275.687500 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -360275.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -360312.437500 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -360312.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -360337.406250 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -360337.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -360359.343750 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -360359.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -360371.250000 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -360371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -360380.812500 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -360380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -360387.000000 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -360387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -360392.312500 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -360392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -360393.875000 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -360393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -360395.781250 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -360395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -360397.968750 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -360398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -360398.718750 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -360398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -360401.281250 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -360401.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -360404.562500 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -360404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -360405.687500 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -360405.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -360408.531250 Penalty: 4098.996582
	Iteration 30Q: 3 clusters Score -360408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -360410.000000 Penalty: 4098.996582
	Iteration 31Q: 3 clusters Score -360410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -360410.281250 Penalty: 4098.996582
	Iteration 32Q: 3 clusters Score -360410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -360411.281250 Penalty: 4098.996582
	Iteration 33Q: 3 clusters Score -360411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -360412.937500 Penalty: 4098.996582
	Iteration 34Q: 3 clusters Score -360412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -360415.156250 Penalty: 4098.996582
	Iteration 35Q: 3 clusters Score -360415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -360417.437500 Penalty: 4098.996582
	Iteration 36Q: 3 clusters Score -360417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -360418.531250 Penalty: 4098.996582
	Iteration 37Q: 3 clusters Score -360418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -360420.250000 Penalty: 4098.996582
	Iteration 38Q: 3 clusters Score -360420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -360425.812500 Penalty: 4098.996582
	Iteration 39Q: 3 clusters Score -360425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -360428.500000 Penalty: 4098.996582
	Iteration 40F: 3 clusters Score -360428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -360431.687500 Penalty: 4098.996582
	Iteration 41Q: 3 clusters Score -360431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -360434.625000 Penalty: 4098.996582
	Iteration 42Q: 3 clusters Score -360434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -360436.593750 Penalty: 4098.996582
	Iteration 43Q: 3 clusters Score -360436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -360436.718750 Penalty: 4098.996582
	Iteration 44Q: 3 clusters Score -360436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -360437.343750 Penalty: 4098.996582
	Iteration 45Q: 3 clusters Score -360437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -360438.468750 Penalty: 4098.996582
	Iteration 46Q: 3 clusters Score -360438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -360440.062500 Penalty: 4098.996582
	Iteration 47Q: 3 clusters Score -360440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -360442.906250 Penalty: 4098.996582
	Iteration 48Q: 3 clusters Score -360442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -360444.937500 Penalty: 4098.996582
	Iteration 49Q: 3 clusters Score -360444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -360446.468750 Penalty: 4098.996582
	Iteration 50Q: 3 clusters Score -360446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -360450.031250 Penalty: 4098.996582
	Iteration 51Q: 3 clusters Score -360450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -360450.031250 Penalty: 4098.996582
	Iteration 52F: 3 clusters Score -360450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -120810.742188 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -120810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118766.546875 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -118766.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -119054.382812 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -119054.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119141.765625 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -119141.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -119177.679688 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -119177.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119197.960938 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -119198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119207.726562 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -119207.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119221.578125 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -119221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119231.484375 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -119231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119236.632812 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -119236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119239.187500 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -119239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119240.734375 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -119240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119240.734375 Penalty: 3518.740479
	Iteration 11F: 3 clusters Score -119240.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Entering Unmasked Estep 
Score: -974780.937500 Penalty: 2275.251709
	Iteration 0F: 2 clusters Score -974780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -967323.625000 Penalty: 4550.503418
	Iteration 0F: 3 clusters Score -967323.6 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -969537.812500 Penalty: 4550.503418
	Iteration 1F: 3 clusters Score -969537.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -969844.937500 Penalty: 4550.503418
	Iteration 2F: 3 clusters Score -969844.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -970076.312500 Penalty: 4550.503418
	Iteration 3F: 3 clusters Score -970076.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -970259.750000 Penalty: 4550.503418
	Iteration 4Q: 3 clusters Score -970259.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -970392.937500 Penalty: 4550.503418
	Iteration 5Q: 3 clusters Score -970392.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -970516.000000 Penalty: 4550.503418
	Iteration 6Q: 3 clusters Score -970516 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -970615.687500 Penalty: 4550.503418
	Iteration 7Q: 3 clusters Score -970615.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -970705.187500 Penalty: 4550.503418
	Iteration 8Q: 3 clusters Score -970705.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -970783.125000 Penalty: 4550.503418
	Iteration 9Q: 3 clusters Score -970783.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -970848.187500 Penalty: 4550.503418
	Iteration 10Q: 3 clusters Score -970848.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -970903.000000 Penalty: 4550.503418
	Iteration 11Q: 3 clusters Score -970903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -970965.125000 Penalty: 4550.503418
	Iteration 12Q: 3 clusters Score -970965.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -971033.937500 Penalty: 4550.503418
	Iteration 13Q: 3 clusters Score -971033.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -971102.062500 Penalty: 4550.503418
	Iteration 14Q: 3 clusters Score -971102.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -971176.125000 Penalty: 4550.503418
	Iteration 15Q: 3 clusters Score -971176.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -971260.375000 Penalty: 4550.503418
	Iteration 16Q: 3 clusters Score -971260.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -971360.000000 Penalty: 4550.503418
	Iteration 17Q: 3 clusters Score -971360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -971462.437500 Penalty: 4550.503418
	Iteration 18Q: 3 clusters Score -971462.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -971564.875000 Penalty: 4550.503418
	Iteration 19Q: 3 clusters Score -971564.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -971666.500000 Penalty: 4550.503418
	Iteration 20F: 3 clusters Score -971666.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -971789.375000 Penalty: 4550.503418
	Iteration 21Q: 3 clusters Score -971789.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -971916.250000 Penalty: 4550.503418
	Iteration 22Q: 3 clusters Score -971916.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -972042.875000 Penalty: 4550.503418
	Iteration 23Q: 3 clusters Score -972042.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -972158.000000 Penalty: 4550.503418
	Iteration 24Q: 3 clusters Score -972158 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -972262.437500 Penalty: 4550.503418
	Iteration 25Q: 3 clusters Score -972262.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -972366.812500 Penalty: 4550.503418
	Iteration 26Q: 3 clusters Score -972366.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -972446.187500 Penalty: 4550.503418
	Iteration 27Q: 3 clusters Score -972446.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -972520.250000 Penalty: 4550.503418
	Iteration 28Q: 3 clusters Score -972520.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -972585.562500 Penalty: 4550.503418
	Iteration 29Q: 3 clusters Score -972585.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -972629.625000 Penalty: 4550.503418
	Iteration 30Q: 3 clusters Score -972629.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -972653.437500 Penalty: 4550.503418
	Iteration 31Q: 3 clusters Score -972653.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -972681.937500 Penalty: 4550.503418
	Iteration 32Q: 3 clusters Score -972681.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -972709.187500 Penalty: 4550.503418
	Iteration 33Q: 3 clusters Score -972709.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -972738.500000 Penalty: 4550.503418
	Iteration 34Q: 3 clusters Score -972738.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -972758.312500 Penalty: 4550.503418
	Iteration 35Q: 3 clusters Score -972758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -972767.125000 Penalty: 4550.503418
	Iteration 36Q: 3 clusters Score -972767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -972772.250000 Penalty: 4550.503418
	Iteration 37Q: 3 clusters Score -972772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -972775.687500 Penalty: 4550.503418
	Iteration 38Q: 3 clusters Score -972775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -972779.062500 Penalty: 4550.503418
	Iteration 39Q: 3 clusters Score -972779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -972777.937500 Penalty: 4550.503418
	Iteration 40F: 3 clusters Score -972777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -599761.250000 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -599761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -594536.500000 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -594536.5 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -595835.375000 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -595835.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -596102.062500 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -596102.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -596266.500000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -596266.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -596366.312500 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -596366.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -596441.062500 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -596441.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -596506.750000 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -596506.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -596565.750000 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -596565.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -596612.625000 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -596612.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -596651.250000 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -596651.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -596692.812500 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -596692.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -596737.562500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -596737.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -596776.812500 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -596776.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -596810.437500 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -596810.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -596839.625000 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -596839.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -596863.437500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -596863.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -596884.437500 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -596884.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -596898.750000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -596898.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -596909.875000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -596909.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -596919.625000 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -596919.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -596929.187500 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -596929.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -596935.750000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -596935.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -596944.375000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -596944.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -596950.562500 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -596950.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -596956.812500 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -596956.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -596963.937500 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -596963.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -596971.562500 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -596971.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -596981.437500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -596981.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -596990.500000 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -596990.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -596997.062500 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -596997.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -597003.250000 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -597003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -597010.125000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -597010.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -597015.812500 Penalty: 4326.480469
	Iteration 32Q: 3 clusters Score -597015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -597021.062500 Penalty: 4326.480469
	Iteration 33Q: 3 clusters Score -597021.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -597029.562500 Penalty: 4326.480469
	Iteration 34Q: 3 clusters Score -597029.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -597034.875000 Penalty: 4326.480469
	Iteration 35Q: 3 clusters Score -597034.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -597042.875000 Penalty: 4326.480469
	Iteration 36Q: 3 clusters Score -597042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -597047.937500 Penalty: 4326.480469
	Iteration 37Q: 3 clusters Score -597047.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -597054.437500 Penalty: 4326.480469
	Iteration 38Q: 3 clusters Score -597054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -597064.187500 Penalty: 4326.480469
	Iteration 39Q: 3 clusters Score -597064.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -597071.500000 Penalty: 4326.480469
	Iteration 40F: 3 clusters Score -597071.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -597085.500000 Penalty: 4326.480469
	Iteration 41Q: 3 clusters Score -597085.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -597094.937500 Penalty: 4326.480469
	Iteration 42Q: 3 clusters Score -597094.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -597111.562500 Penalty: 4326.480469
	Iteration 43Q: 3 clusters Score -597111.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -597121.562500 Penalty: 4326.480469
	Iteration 44Q: 3 clusters Score -597121.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -597132.937500 Penalty: 4326.480469
	Iteration 45Q: 3 clusters Score -597132.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -597144.437500 Penalty: 4326.480469
	Iteration 46Q: 3 clusters Score -597144.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -597160.187500 Penalty: 4326.480469
	Iteration 47Q: 3 clusters Score -597160.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -597182.562500 Penalty: 4326.480469
	Iteration 48Q: 3 clusters Score -597182.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -597208.562500 Penalty: 4326.480469
	Iteration 49Q: 3 clusters Score -597208.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -597244.812500 Penalty: 4326.480469
	Iteration 50Q: 3 clusters Score -597244.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -597266.250000 Penalty: 4326.480469
	Iteration 51Q: 3 clusters Score -597266.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -597290.375000 Penalty: 4326.480469
	Iteration 52Q: 3 clusters Score -597290.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -597323.500000 Penalty: 4326.480469
	Iteration 53Q: 3 clusters Score -597323.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -597359.000000 Penalty: 4326.480469
	Iteration 54Q: 3 clusters Score -597359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -597401.937500 Penalty: 4326.480469
	Iteration 55Q: 3 clusters Score -597401.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -597442.812500 Penalty: 4326.480469
	Iteration 56Q: 3 clusters Score -597442.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -597480.750000 Penalty: 4326.480469
	Iteration 57Q: 3 clusters Score -597480.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -597514.000000 Penalty: 4326.480469
	Iteration 58Q: 3 clusters Score -597514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -597553.937500 Penalty: 4326.480469
	Iteration 59Q: 3 clusters Score -597553.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -597582.250000 Penalty: 4326.480469
	Iteration 60F: 3 clusters Score -597582.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -597608.000000 Penalty: 4326.480469
	Iteration 61Q: 3 clusters Score -597608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -597631.812500 Penalty: 4326.480469
	Iteration 62Q: 3 clusters Score -597631.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -597658.750000 Penalty: 4326.480469
	Iteration 63Q: 3 clusters Score -597658.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -597686.250000 Penalty: 4326.480469
	Iteration 64Q: 3 clusters Score -597686.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -597699.687500 Penalty: 4326.480469
	Iteration 65Q: 3 clusters Score -597699.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -597717.812500 Penalty: 4326.480469
	Iteration 66Q: 3 clusters Score -597717.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -597734.875000 Penalty: 4326.480469
	Iteration 67Q: 3 clusters Score -597734.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -597754.875000 Penalty: 4326.480469
	Iteration 68Q: 3 clusters Score -597754.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -597774.000000 Penalty: 4326.480469
	Iteration 69Q: 3 clusters Score -597774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -597785.937500 Penalty: 4326.480469
	Iteration 70Q: 3 clusters Score -597785.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -597799.500000 Penalty: 4326.480469
	Iteration 71Q: 3 clusters Score -597799.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -597817.875000 Penalty: 4326.480469
	Iteration 72Q: 3 clusters Score -597817.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -597840.000000 Penalty: 4326.480469
	Iteration 73Q: 3 clusters Score -597840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -597855.437500 Penalty: 4326.480469
	Iteration 74Q: 3 clusters Score -597855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -597863.875000 Penalty: 4326.480469
	Iteration 75Q: 3 clusters Score -597863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -597868.812500 Penalty: 4326.480469
	Iteration 76Q: 3 clusters Score -597868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -597871.687500 Penalty: 4326.480469
	Iteration 77Q: 3 clusters Score -597871.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -597879.562500 Penalty: 4326.480469
	Iteration 78Q: 3 clusters Score -597879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -597887.437500 Penalty: 4326.480469
	Iteration 79Q: 3 clusters Score -597887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -597890.812500 Penalty: 4326.480469
	Iteration 80F: 3 clusters Score -597890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -597895.937500 Penalty: 4326.480469
	Iteration 81Q: 3 clusters Score -597895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -597902.375000 Penalty: 4326.480469
	Iteration 82Q: 3 clusters Score -597902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -597902.812500 Penalty: 4326.480469
	Iteration 83Q: 3 clusters Score -597902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -597903.250000 Penalty: 4326.480469
	Iteration 84Q: 3 clusters Score -597903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -597903.250000 Penalty: 4326.480469
	Iteration 85F: 3 clusters Score -597903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -753223.000000 Penalty: 2225.170898
	Iteration 0F: 2 clusters Score -753223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -746816.937500 Penalty: 4450.341797
	Iteration 0F: 3 clusters Score -746816.9 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -748576.000000 Penalty: 4450.341797
	Iteration 1F: 3 clusters Score -748576 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -748845.937500 Penalty: 4450.341797
	Iteration 2F: 3 clusters Score -748845.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -749037.062500 Penalty: 4450.341797
	Iteration 3Q: 3 clusters Score -749037.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -749184.875000 Penalty: 4450.341797
	Iteration 4Q: 3 clusters Score -749184.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -749349.062500 Penalty: 4450.341797
	Iteration 5Q: 3 clusters Score -749349.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -749535.812500 Penalty: 4450.341797
	Iteration 6Q: 3 clusters Score -749535.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -749699.500000 Penalty: 4450.341797
	Iteration 7Q: 3 clusters Score -749699.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -749853.000000 Penalty: 4450.341797
	Iteration 8Q: 3 clusters Score -749853 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -749979.687500 Penalty: 4450.341797
	Iteration 9Q: 3 clusters Score -749979.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -750098.937500 Penalty: 4450.341797
	Iteration 10Q: 3 clusters Score -750098.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -750211.000000 Penalty: 4450.341797
	Iteration 11Q: 3 clusters Score -750211 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -750315.875000 Penalty: 4450.341797
	Iteration 12Q: 3 clusters Score -750315.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -750440.562500 Penalty: 4450.341797
	Iteration 13Q: 3 clusters Score -750440.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -750575.687500 Penalty: 4450.341797
	Iteration 14Q: 3 clusters Score -750575.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -750696.625000 Penalty: 4450.341797
	Iteration 15Q: 3 clusters Score -750696.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -750812.500000 Penalty: 4450.341797
	Iteration 16Q: 3 clusters Score -750812.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -750916.062500 Penalty: 4450.341797
	Iteration 17Q: 3 clusters Score -750916.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -750996.187500 Penalty: 4450.341797
	Iteration 18Q: 3 clusters Score -750996.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -751054.500000 Penalty: 4450.341797
	Iteration 19Q: 3 clusters Score -751054.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -751095.312500 Penalty: 4450.341797
	Iteration 20F: 3 clusters Score -751095.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -751128.812500 Penalty: 4450.341797
	Iteration 21Q: 3 clusters Score -751128.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -751148.812500 Penalty: 4450.341797
	Iteration 22Q: 3 clusters Score -751148.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -751164.875000 Penalty: 4450.341797
	Iteration 23Q: 3 clusters Score -751164.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -751179.375000 Penalty: 4450.341797
	Iteration 24Q: 3 clusters Score -751179.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -751189.375000 Penalty: 4450.341797
	Iteration 25Q: 3 clusters Score -751189.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -751199.562500 Penalty: 4450.341797
	Iteration 26Q: 3 clusters Score -751199.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -751206.625000 Penalty: 4450.341797
	Iteration 27Q: 3 clusters Score -751206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -751207.250000 Penalty: 4450.341797
	Iteration 28Q: 3 clusters Score -751207.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -751211.812500 Penalty: 4450.341797
	Iteration 29Q: 3 clusters Score -751211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -751215.062500 Penalty: 4450.341797
	Iteration 30Q: 3 clusters Score -751215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -751218.500000 Penalty: 4450.341797
	Iteration 31Q: 3 clusters Score -751218.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -751220.562500 Penalty: 4450.341797
	Iteration 32Q: 3 clusters Score -751220.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -751222.062500 Penalty: 4450.341797
	Iteration 33Q: 3 clusters Score -751222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -751223.312500 Penalty: 4450.341797
	Iteration 34Q: 3 clusters Score -751223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -751224.937500 Penalty: 4450.341797
	Iteration 35Q: 3 clusters Score -751224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -751224.937500 Penalty: 4450.341797
	Iteration 36Q: 3 clusters Score -751224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -751226.562500 Penalty: 4450.341797
	Iteration 37Q: 3 clusters Score -751226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -751225.750000 Penalty: 4450.341797
	Iteration 38Q: 3 clusters Score -751225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -751225.750000 Penalty: 4450.341797
	Iteration 39F: 3 clusters Score -751225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -193121.859375 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -193121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190363.718750 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -190363.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -191022.609375 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -191022.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191267.906250 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -191267.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191461.640625 Penalty: 3821.810303
	Iteration 3F: 3 clusters Score -191461.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -191595.437500 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -191595.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -191665.062500 Penalty: 3821.810303
	Iteration 5Q: 3 clusters Score -191665.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -191721.296875 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -191721.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -191778.609375 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -191778.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -191831.250000 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -191831.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -191879.828125 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -191879.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -191943.671875 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -191943.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -192003.000000 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -192003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -192081.140625 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -192081.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -192146.500000 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -192146.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -192188.578125 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -192188.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -192217.906250 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -192217.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -192232.687500 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -192232.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -192251.656250 Penalty: 3821.810303
	Iteration 17Q: 3 clusters Score -192251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -192259.531250 Penalty: 3821.810303
	Iteration 18Q: 3 clusters Score -192259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -192267.593750 Penalty: 3821.810303
	Iteration 19Q: 3 clusters Score -192267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -192277.468750 Penalty: 3821.810303
	Iteration 20F: 3 clusters Score -192277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -192283.828125 Penalty: 3821.810303
	Iteration 21Q: 3 clusters Score -192283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -192286.859375 Penalty: 3821.810303
	Iteration 22Q: 3 clusters Score -192286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -192289.421875 Penalty: 3821.810303
	Iteration 23Q: 3 clusters Score -192289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -192290.093750 Penalty: 3821.810303
	Iteration 24Q: 3 clusters Score -192290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -192291.671875 Penalty: 3821.810303
	Iteration 25Q: 3 clusters Score -192291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192292.234375 Penalty: 3821.810303
	Iteration 26Q: 3 clusters Score -192292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -192293.062500 Penalty: 3821.810303
	Iteration 27Q: 3 clusters Score -192293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -192293.750000 Penalty: 3821.810303
	Iteration 28Q: 3 clusters Score -192293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -192297.062500 Penalty: 3821.810303
	Iteration 29Q: 3 clusters Score -192297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192301.843750 Penalty: 3821.810303
	Iteration 30Q: 3 clusters Score -192301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192305.250000 Penalty: 3821.810303
	Iteration 31Q: 3 clusters Score -192305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192308.531250 Penalty: 3821.810303
	Iteration 32Q: 3 clusters Score -192308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192311.140625 Penalty: 3821.810303
	Iteration 33Q: 3 clusters Score -192311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192312.406250 Penalty: 3821.810303
	Iteration 34Q: 3 clusters Score -192312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192314.750000 Penalty: 3821.810303
	Iteration 35Q: 3 clusters Score -192314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192316.390625 Penalty: 3821.810303
	Iteration 36Q: 3 clusters Score -192316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192319.203125 Penalty: 3821.810303
	Iteration 37Q: 3 clusters Score -192319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192320.515625 Penalty: 3821.810303
	Iteration 38Q: 3 clusters Score -192320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192320.515625 Penalty: 3821.810303
	Iteration 39F: 3 clusters Score -192320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -233910.328125 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -233910.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -230923.171875 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -230923.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -231555.265625 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -231555.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231734.703125 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -231734.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -231855.640625 Penalty: 3898.077393
	Iteration 3F: 3 clusters Score -231855.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -231950.203125 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -231950.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -232022.984375 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -232023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232077.312500 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -232077.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -232113.265625 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -232113.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -232167.921875 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -232167.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -232256.796875 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -232256.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -232380.468750 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -232380.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -232490.734375 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -232490.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232578.578125 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -232578.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -232659.078125 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -232659.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -232731.343750 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -232731.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -232801.906250 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -232801.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -232887.359375 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -232887.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232942.734375 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -232942.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -232976.078125 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -232976.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -232992.625000 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -232992.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -233007.812500 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -233007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -233019.078125 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -233019.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -233030.156250 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -233030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -233035.312500 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -233035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -233039.078125 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -233039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -233040.671875 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -233040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -233043.296875 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -233043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -233046.625000 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -233046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233055.953125 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -233056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -233060.390625 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -233060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233062.984375 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -233063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -233063.593750 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -233063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -233063.593750 Penalty: 3898.077393
	Iteration 32F: 3 clusters Score -233063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Entering Unmasked Estep 
Score: -2866777.750000 Penalty: 2545.010742
	Iteration 0F: 2 clusters Score -2866778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2847088.750000 Penalty: 5090.021484
	Iteration 0F: 3 clusters Score -2847089 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2854074.500000 Penalty: 5090.021484
	Iteration 1F: 3 clusters Score -2854074 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2854694.750000 Penalty: 5090.021484
	Iteration 2F: 3 clusters Score -2854695 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2855374.500000 Penalty: 5090.021484
	Iteration 3F: 3 clusters Score -2855374 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2856236.500000 Penalty: 5090.021484
	Iteration 4F: 3 clusters Score -2856236 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2857358.500000 Penalty: 5090.021484
	Iteration 5F: 3 clusters Score -2857358 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2858669.750000 Penalty: 5090.021484
	Iteration 6F: 3 clusters Score -2858670 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2859880.750000 Penalty: 5090.021484
	Iteration 7F: 3 clusters Score -2859881 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2860858.750000 Penalty: 5090.021484
	Iteration 8F: 3 clusters Score -2860859 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2861645.750000 Penalty: 5090.021484
	Iteration 9Q: 3 clusters Score -2861646 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2862207.000000 Penalty: 5090.021484
	Iteration 10Q: 3 clusters Score -2862207 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2862627.500000 Penalty: 5090.021484
	Iteration 11Q: 3 clusters Score -2862628 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2862961.500000 Penalty: 5090.021484
	Iteration 12Q: 3 clusters Score -2862962 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2863168.250000 Penalty: 5090.021484
	Iteration 13Q: 3 clusters Score -2863168 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2863305.500000 Penalty: 5090.021484
	Iteration 14Q: 3 clusters Score -2863306 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2863403.500000 Penalty: 5090.021484
	Iteration 15Q: 3 clusters Score -2863404 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2863487.000000 Penalty: 5090.021484
	Iteration 16Q: 3 clusters Score -2863487 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2863554.000000 Penalty: 5090.021484
	Iteration 17Q: 3 clusters Score -2863554 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2863616.000000 Penalty: 5090.021484
	Iteration 18Q: 3 clusters Score -2863616 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2863678.000000 Penalty: 5090.021484
	Iteration 19Q: 3 clusters Score -2863678 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2863743.250000 Penalty: 5090.021484
	Iteration 20F: 3 clusters Score -2863743 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2863798.000000 Penalty: 5090.021484
	Iteration 21Q: 3 clusters Score -2863798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2863862.750000 Penalty: 5090.021484
	Iteration 22Q: 3 clusters Score -2863863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2863905.250000 Penalty: 5090.021484
	Iteration 23Q: 3 clusters Score -2863905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2863966.750000 Penalty: 5090.021484
	Iteration 24Q: 3 clusters Score -2863967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2864007.500000 Penalty: 5090.021484
	Iteration 25Q: 3 clusters Score -2864008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2864035.500000 Penalty: 5090.021484
	Iteration 26Q: 3 clusters Score -2864036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2864068.750000 Penalty: 5090.021484
	Iteration 27Q: 3 clusters Score -2864069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2864096.500000 Penalty: 5090.021484
	Iteration 28Q: 3 clusters Score -2864096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2864114.500000 Penalty: 5090.021484
	Iteration 29Q: 3 clusters Score -2864114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2864145.250000 Penalty: 5090.021484
	Iteration 30Q: 3 clusters Score -2864145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2864154.500000 Penalty: 5090.021484
	Iteration 31Q: 3 clusters Score -2864154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2864182.250000 Penalty: 5090.021484
	Iteration 32Q: 3 clusters Score -2864182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2864196.500000 Penalty: 5090.021484
	Iteration 33Q: 3 clusters Score -2864196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2864214.250000 Penalty: 5090.021484
	Iteration 34Q: 3 clusters Score -2864214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2864224.000000 Penalty: 5090.021484
	Iteration 35Q: 3 clusters Score -2864224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2864244.750000 Penalty: 5090.021484
	Iteration 36Q: 3 clusters Score -2864245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2864247.500000 Penalty: 5090.021484
	Iteration 37Q: 3 clusters Score -2864248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2864254.750000 Penalty: 5090.021484
	Iteration 38Q: 3 clusters Score -2864255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2864264.000000 Penalty: 5090.021484
	Iteration 39Q: 3 clusters Score -2864264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2864276.750000 Penalty: 5090.021484
	Iteration 40F: 3 clusters Score -2864277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2864283.750000 Penalty: 5090.021484
	Iteration 41Q: 3 clusters Score -2864284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2864291.750000 Penalty: 5090.021484
	Iteration 42Q: 3 clusters Score -2864292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2864300.000000 Penalty: 5090.021484
	Iteration 43Q: 3 clusters Score -2864300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2864306.750000 Penalty: 5090.021484
	Iteration 44Q: 3 clusters Score -2864307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2864315.000000 Penalty: 5090.021484
	Iteration 45Q: 3 clusters Score -2864315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2864328.500000 Penalty: 5090.021484
	Iteration 46Q: 3 clusters Score -2864328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2864329.750000 Penalty: 5090.021484
	Iteration 47Q: 3 clusters Score -2864330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2864340.250000 Penalty: 5090.021484
	Iteration 48Q: 3 clusters Score -2864340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2864348.750000 Penalty: 5090.021484
	Iteration 49Q: 3 clusters Score -2864349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2864353.500000 Penalty: 5090.021484
	Iteration 50Q: 3 clusters Score -2864354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2864361.000000 Penalty: 5090.021484
	Iteration 51Q: 3 clusters Score -2864361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2864366.750000 Penalty: 5090.021484
	Iteration 52Q: 3 clusters Score -2864367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2864371.500000 Penalty: 5090.021484
	Iteration 53Q: 3 clusters Score -2864372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2864373.000000 Penalty: 5090.021484
	Iteration 54Q: 3 clusters Score -2864373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2864375.250000 Penalty: 5090.021484
	Iteration 55Q: 3 clusters Score -2864375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2864376.250000 Penalty: 5090.021484
	Iteration 56Q: 3 clusters Score -2864376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2864375.500000 Penalty: 5090.021484
	Iteration 57Q: 3 clusters Score -2864376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2864375.000000 Penalty: 5090.021484
	Iteration 58Q: 3 clusters Score -2864375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2864377.750000 Penalty: 5090.021484
	Iteration 59Q: 3 clusters Score -2864378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2864380.750000 Penalty: 5090.021484
	Iteration 60F: 3 clusters Score -2864381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2864382.000000 Penalty: 5090.021484
	Iteration 61Q: 3 clusters Score -2864382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2864385.500000 Penalty: 5090.021484
	Iteration 62Q: 3 clusters Score -2864386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2864396.500000 Penalty: 5090.021484
	Iteration 63Q: 3 clusters Score -2864396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2864406.000000 Penalty: 5090.021484
	Iteration 64Q: 3 clusters Score -2864406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2864406.250000 Penalty: 5090.021484
	Iteration 65Q: 3 clusters Score -2864406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2864413.750000 Penalty: 5090.021484
	Iteration 66Q: 3 clusters Score -2864414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2864409.500000 Penalty: 5090.021484
	Iteration 67Q: 3 clusters Score -2864410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2864410.250000 Penalty: 5090.021484
	Iteration 68Q: 3 clusters Score -2864410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2864413.500000 Penalty: 5090.021484
	Iteration 69Q: 3 clusters Score -2864414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2864412.750000 Penalty: 5090.021484
	Iteration 70Q: 3 clusters Score -2864413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2864419.000000 Penalty: 5090.021484
	Iteration 71Q: 3 clusters Score -2864419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2864419.500000 Penalty: 5090.021484
	Iteration 72Q: 3 clusters Score -2864420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2864423.250000 Penalty: 5090.021484
	Iteration 73Q: 3 clusters Score -2864423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2864423.250000 Penalty: 5090.021484
	Iteration 74Q: 3 clusters Score -2864423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2864429.250000 Penalty: 5090.021484
	Iteration 75Q: 3 clusters Score -2864429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2864435.250000 Penalty: 5090.021484
	Iteration 76Q: 3 clusters Score -2864435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2864440.500000 Penalty: 5090.021484
	Iteration 77Q: 3 clusters Score -2864440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2864448.000000 Penalty: 5090.021484
	Iteration 78Q: 3 clusters Score -2864448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2864460.250000 Penalty: 5090.021484
	Iteration 79Q: 3 clusters Score -2864460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2864470.000000 Penalty: 5090.021484
	Iteration 80F: 3 clusters Score -2864470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2864479.000000 Penalty: 5090.021484
	Iteration 81Q: 3 clusters Score -2864479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2864481.250000 Penalty: 5090.021484
	Iteration 82Q: 3 clusters Score -2864481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2864479.250000 Penalty: 5090.021484
	Iteration 83Q: 3 clusters Score -2864479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2864478.750000 Penalty: 5090.021484
	Iteration 84Q: 3 clusters Score -2864479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2864477.000000 Penalty: 5090.021484
	Iteration 85Q: 3 clusters Score -2864477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2864477.250000 Penalty: 5090.021484
	Iteration 86Q: 3 clusters Score -2864477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2864481.750000 Penalty: 5090.021484
	Iteration 87Q: 3 clusters Score -2864482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2864485.750000 Penalty: 5090.021484
	Iteration 88Q: 3 clusters Score -2864486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2864493.000000 Penalty: 5090.021484
	Iteration 89Q: 3 clusters Score -2864493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2864491.250000 Penalty: 5090.021484
	Iteration 90Q: 3 clusters Score -2864491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2864493.500000 Penalty: 5090.021484
	Iteration 91Q: 3 clusters Score -2864494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2864495.250000 Penalty: 5090.021484
	Iteration 92Q: 3 clusters Score -2864495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2864501.500000 Penalty: 5090.021484
	Iteration 93Q: 3 clusters Score -2864502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2864502.750000 Penalty: 5090.021484
	Iteration 94Q: 3 clusters Score -2864503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2864500.250000 Penalty: 5090.021484
	Iteration 95Q: 3 clusters Score -2864500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2864501.500000 Penalty: 5090.021484
	Iteration 96Q: 3 clusters Score -2864502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2864507.000000 Penalty: 5090.021484
	Iteration 97Q: 3 clusters Score -2864507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2864513.500000 Penalty: 5090.021484
	Iteration 98Q: 3 clusters Score -2864514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2864514.250000 Penalty: 5090.021484
	Iteration 99Q: 3 clusters Score -2864514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2864513.250000 Penalty: 5090.021484
	Iteration 100F: 3 clusters Score -2864513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2864517.000000 Penalty: 5090.021484
	Iteration 101Q: 3 clusters Score -2864517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2864522.000000 Penalty: 5090.021484
	Iteration 102Q: 3 clusters Score -2864522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2864520.250000 Penalty: 5090.021484
	Iteration 103Q: 3 clusters Score -2864520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2864523.500000 Penalty: 5090.021484
	Iteration 104Q: 3 clusters Score -2864524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2864523.750000 Penalty: 5090.021484
	Iteration 105Q: 3 clusters Score -2864524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2864524.250000 Penalty: 5090.021484
	Iteration 106Q: 3 clusters Score -2864524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2864524.250000 Penalty: 5090.021484
	Iteration 107F: 3 clusters Score -2864524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -126350.921875 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -126350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124172.203125 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -124172.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124581.210938 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -124581.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -124688.078125 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -124688.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124755.296875 Penalty: 3581.668213
	Iteration 3Q: 3 clusters Score -124755.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124795.562500 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -124795.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124841.710938 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -124841.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -124879.132812 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -124879.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -124923.890625 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -124923.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124972.609375 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -124972.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124998.921875 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -124998.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125023.515625 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -125023.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -125042.515625 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -125042.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125067.476562 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -125067.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125098.101562 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -125098.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125165.226562 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -125165.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125271.015625 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -125271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125412.093750 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -125412.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125507.117188 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -125507.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125569.015625 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -125569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -125616.656250 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -125616.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125649.757812 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -125649.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125674.476562 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -125674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125683.601562 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -125683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125690.343750 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -125690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125697.070312 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -125697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125699.890625 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -125699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125700.664062 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -125700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125700.664062 Penalty: 3581.668213
	Iteration 27F: 3 clusters Score -125700.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (25305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Entering Unmasked Estep 
Score: -2596032.000000 Penalty: 2514.411865
	Iteration 0F: 2 clusters Score -2596032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2578720.000000 Penalty: 5028.823730
	Iteration 0F: 3 clusters Score -2578720 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2584792.000000 Penalty: 5028.823730
	Iteration 1F: 3 clusters Score -2584792 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2585258 nChanged 1163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2585712 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2586216 nChanged 1240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2586810 nChanged 1392
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2587580 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2588558 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2589562 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2590531.250000 Penalty: 5028.823730
	Iteration 9F: 3 clusters Score -2590531 nChanged 1284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -2591341 nChanged 1127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2592062 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2592584 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2592997 nChanged 554
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2593252 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2593434 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2593559 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2593652 nChanged 189
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Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2593738 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2593806 nChanged 124
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Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2593852 nChanged 101
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Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2593892 nChanged 79
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2593914 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2593932 nChanged 48
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Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2593946 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2593958 nChanged 27
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Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2593968 nChanged 23
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Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2593978 nChanged 19
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Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2593975 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2593990 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2593988 nChanged 7
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Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2593990 nChanged 5
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2593991 nChanged 6
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2593992 nChanged 4
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2593989 nChanged 4
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Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2593992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2594000 nChanged 10
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Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2594000 nChanged 13
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Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2594006 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2594016.000000 Penalty: 5028.823730
	Iteration 39Q: 3 clusters Score -2594016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2594019.500000 Penalty: 5028.823730
	Iteration 40F: 3 clusters Score -2594020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2594024.500000 Penalty: 5028.823730
	Iteration 41Q: 3 clusters Score -2594024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2594026.750000 Penalty: 5028.823730
	Iteration 42Q: 3 clusters Score -2594027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2594031.750000 Penalty: 5028.823730
	Iteration 43Q: 3 clusters Score -2594032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2594032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2594032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2594035.750000 Penalty: 5028.823730
	Iteration 46Q: 3 clusters Score -2594036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2594034.250000 Penalty: 5028.823730
	Iteration 47Q: 3 clusters Score -2594034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2594038.000000 Penalty: 5028.823730
	Iteration 48Q: 3 clusters Score -2594038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2594038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2594035.500000 Penalty: 5028.823730
	Iteration 50Q: 3 clusters Score -2594036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2594043.500000 Penalty: 5028.823730
	Iteration 51Q: 3 clusters Score -2594044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2594046.500000 Penalty: 5028.823730
	Iteration 52Q: 3 clusters Score -2594046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2594048.250000 Penalty: 5028.823730
	Iteration 53Q: 3 clusters Score -2594048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2594047.000000 Penalty: 5028.823730
	Iteration 54Q: 3 clusters Score -2594047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2594050.500000 Penalty: 5028.823730
	Iteration 55Q: 3 clusters Score -2594050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2594047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2594047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2594049.500000 Penalty: 5028.823730
	Iteration 58Q: 3 clusters Score -2594050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2594052.000000 Penalty: 5028.823730
	Iteration 59Q: 3 clusters Score -2594052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2594051.750000 Penalty: 5028.823730
	Iteration 60F: 3 clusters Score -2594052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2594052.500000 Penalty: 5028.823730
	Iteration 61Q: 3 clusters Score -2594052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2594053.250000 Penalty: 5028.823730
	Iteration 62Q: 3 clusters Score -2594053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2594053.250000 Penalty: 5028.823730
	Iteration 63Q: 3 clusters Score -2594053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2594059.750000 Penalty: 5028.823730
	Iteration 64Q: 3 clusters Score -2594060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2594061.250000 Penalty: 5028.823730
	Iteration 65Q: 3 clusters Score -2594061 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2594064.500000 Penalty: 5028.823730
	Iteration 66Q: 3 clusters Score -2594064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2594067.250000 Penalty: 5028.823730
	Iteration 67Q: 3 clusters Score -2594067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2594069.250000 Penalty: 5028.823730
	Iteration 68Q: 3 clusters Score -2594069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2594070.000000 Penalty: 5028.823730
	Iteration 69Q: 3 clusters Score -2594070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2594070.500000 Penalty: 5028.823730
	Iteration 70Q: 3 clusters Score -2594070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2594067.250000 Penalty: 5028.823730
	Iteration 71Q: 3 clusters Score -2594067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2594069.750000 Penalty: 5028.823730
	Iteration 72Q: 3 clusters Score -2594070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2594069.250000 Penalty: 5028.823730
	Iteration 73Q: 3 clusters Score -2594069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2594071.500000 Penalty: 5028.823730
	Iteration 74Q: 3 clusters Score -2594072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2594076.250000 Penalty: 5028.823730
	Iteration 75Q: 3 clusters Score -2594076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2594078.750000 Penalty: 5028.823730
	Iteration 76Q: 3 clusters Score -2594079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2594083.500000 Penalty: 5028.823730
	Iteration 77Q: 3 clusters Score -2594084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2594083.750000 Penalty: 5028.823730
	Iteration 78Q: 3 clusters Score -2594084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2594084.250000 Penalty: 5028.823730
	Iteration 79Q: 3 clusters Score -2594084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2594079.500000 Penalty: 5028.823730
	Iteration 80F: 3 clusters Score -2594080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2594084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2594087.250000 Penalty: 5028.823730
	Iteration 82Q: 3 clusters Score -2594087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2594085.500000 Penalty: 5028.823730
	Iteration 83Q: 3 clusters Score -2594086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2594086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2594088.250000 Penalty: 5028.823730
	Iteration 85Q: 3 clusters Score -2594088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2594091.000000 Penalty: 5028.823730
	Iteration 86Q: 3 clusters Score -2594091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2594085.750000 Penalty: 5028.823730
	Iteration 87Q: 3 clusters Score -2594086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2594084.500000 Penalty: 5028.823730
	Iteration 88Q: 3 clusters Score -2594084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2594091.250000 Penalty: 5028.823730
	Iteration 89Q: 3 clusters Score -2594091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2594096.000000 Penalty: 5028.823730
	Iteration 90Q: 3 clusters Score -2594096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -2594098.750000 Penalty: 5028.823730
	Iteration 91Q: 3 clusters Score -2594099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2594099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2594101 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 908 members 
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Entering Unmasked Estep 
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	Iteration 94F: 3 clusters Score -2594101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -633947.937500 Penalty: 2171.149170
	Iteration 0F: 2 clusters Score -633947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -628540.062500 Penalty: 4342.298340
	Iteration 0F: 3 clusters Score -628540.1 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -629887.312500 Penalty: 4342.298340
	Iteration 1F: 3 clusters Score -629887.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -630125.625000 Penalty: 4342.298340
	Iteration 2F: 3 clusters Score -630125.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -630291.187500 Penalty: 4342.298340
	Iteration 3F: 3 clusters Score -630291.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -630420.187500 Penalty: 4342.298340
	Iteration 4Q: 3 clusters Score -630420.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -630514.375000 Penalty: 4342.298340
	Iteration 5Q: 3 clusters Score -630514.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -630612.375000 Penalty: 4342.298340
	Iteration 6Q: 3 clusters Score -630612.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -630724.062500 Penalty: 4342.298340
	Iteration 7Q: 3 clusters Score -630724.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -630860.687500 Penalty: 4342.298340
	Iteration 8Q: 3 clusters Score -630860.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -631018.875000 Penalty: 4342.298340
	Iteration 9Q: 3 clusters Score -631018.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -631196.125000 Penalty: 4342.298340
	Iteration 10Q: 3 clusters Score -631196.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -631389.625000 Penalty: 4342.298340
	Iteration 11Q: 3 clusters Score -631389.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -631566.187500 Penalty: 4342.298340
	Iteration 12Q: 3 clusters Score -631566.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -631711.625000 Penalty: 4342.298340
	Iteration 13Q: 3 clusters Score -631711.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -631821.125000 Penalty: 4342.298340
	Iteration 14Q: 3 clusters Score -631821.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -631892.000000 Penalty: 4342.298340
	Iteration 15Q: 3 clusters Score -631892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -631943.125000 Penalty: 4342.298340
	Iteration 16Q: 3 clusters Score -631943.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -631985.500000 Penalty: 4342.298340
	Iteration 17Q: 3 clusters Score -631985.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -632014.812500 Penalty: 4342.298340
	Iteration 18Q: 3 clusters Score -632014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -632031.312500 Penalty: 4342.298340
	Iteration 19Q: 3 clusters Score -632031.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -632053.187500 Penalty: 4342.298340
	Iteration 20F: 3 clusters Score -632053.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -632068.250000 Penalty: 4342.298340
	Iteration 21Q: 3 clusters Score -632068.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -632082.062500 Penalty: 4342.298340
	Iteration 22Q: 3 clusters Score -632082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -632096.125000 Penalty: 4342.298340
	Iteration 23Q: 3 clusters Score -632096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -632104.500000 Penalty: 4342.298340
	Iteration 24Q: 3 clusters Score -632104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -632110.250000 Penalty: 4342.298340
	Iteration 25Q: 3 clusters Score -632110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -632114.625000 Penalty: 4342.298340
	Iteration 26Q: 3 clusters Score -632114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -632119.625000 Penalty: 4342.298340
	Iteration 27Q: 3 clusters Score -632119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -632125.937500 Penalty: 4342.298340
	Iteration 28Q: 3 clusters Score -632125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -632130.500000 Penalty: 4342.298340
	Iteration 29Q: 3 clusters Score -632130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -632135.437500 Penalty: 4342.298340
	Iteration 30Q: 3 clusters Score -632135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -632137.187500 Penalty: 4342.298340
	Iteration 31Q: 3 clusters Score -632137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -632138.125000 Penalty: 4342.298340
	Iteration 32Q: 3 clusters Score -632138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -632138.125000 Penalty: 4342.298340
	Iteration 33Q: 3 clusters Score -632138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -632138.125000 Penalty: 4342.298340
	Iteration 34F: 3 clusters Score -632138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -374664.781250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -374664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -370691.468750 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -370691.5 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -371614.218750 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -371614.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -371818.750000 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -371818.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -371966.250000 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -371966.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -372098.437500 Penalty: 4122.453613
	Iteration 4Q: 3 clusters Score -372098.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -372213.312500 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -372213.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -372352.937500 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -372352.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -372543.625000 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -372543.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -372750.937500 Penalty: 4122.453613
	Iteration 8F: 3 clusters Score -372750.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -372939.531250 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -372939.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -373133.312500 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -373133.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -373315.031250 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -373315 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -373451.562500 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -373451.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -373560.531250 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -373560.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -373646.093750 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -373646.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -373700.343750 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -373700.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -373747.656250 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -373747.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -373784.531250 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -373784.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -373798.562500 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -373798.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -373811.437500 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -373811.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -373819.187500 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -373819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -373826.156250 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -373826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -373828.718750 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -373828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -373832.031250 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -373832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -373833.218750 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -373833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -373833.843750 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -373833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -373835.781250 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -373835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -373837.312500 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -373837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -373838.343750 Penalty: 4122.453613
	Iteration 28Q: 3 clusters Score -373838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -373838.687500 Penalty: 4122.453613
	Iteration 29Q: 3 clusters Score -373838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -373840.125000 Penalty: 4122.453613
	Iteration 30Q: 3 clusters Score -373840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -373840.125000 Penalty: 4122.453613
	Iteration 31F: 3 clusters Score -373840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -283283.625000 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -283283.6 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 1400 members 
Entering Unmasked Estep 
Score: -280166.437500 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -280166.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -280767.031250 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -280767 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -280901.843750 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -280901.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -280966.500000 Penalty: 3934.985352
	Iteration 3Q: 3 clusters Score -280966.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -281005.718750 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -281005.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281032.125000 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -281032.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -281049.312500 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -281049.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -281064.281250 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -281064.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281070.843750 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -281070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -281075.343750 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -281075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281077.250000 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -281077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -281080.875000 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -281080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281082.656250 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -281082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -281084.468750 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -281084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281085.187500 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -281085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281086.093750 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -281086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281087.687500 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -281087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -281089.312500 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -281089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -281091.156250 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -281091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281093.468750 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -281093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281094.062500 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -281094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281094.843750 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -281094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281094.843750 Penalty: 3934.985352
	Iteration 22F: 3 clusters Score -281094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -293511.125000 Penalty: 2005.047852
	Iteration 0F: 2 clusters Score -293511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -290091.187500 Penalty: 4010.095703
	Iteration 0F: 3 clusters Score -290091.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -290848.781250 Penalty: 4010.095703
	Iteration 1F: 3 clusters Score -290848.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -291065.406250 Penalty: 4010.095703
	Iteration 2F: 3 clusters Score -291065.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -291216.468750 Penalty: 4010.095703
	Iteration 3F: 3 clusters Score -291216.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291317.687500 Penalty: 4010.095703
	Iteration 4Q: 3 clusters Score -291317.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -291387.062500 Penalty: 4010.095703
	Iteration 5Q: 3 clusters Score -291387.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -291433.718750 Penalty: 4010.095703
	Iteration 6Q: 3 clusters Score -291433.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -291483.531250 Penalty: 4010.095703
	Iteration 7Q: 3 clusters Score -291483.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -291515.906250 Penalty: 4010.095703
	Iteration 8Q: 3 clusters Score -291515.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -291540.843750 Penalty: 4010.095703
	Iteration 9Q: 3 clusters Score -291540.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -291558.531250 Penalty: 4010.095703
	Iteration 10Q: 3 clusters Score -291558.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -291577.218750 Penalty: 4010.095703
	Iteration 11Q: 3 clusters Score -291577.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -291593.000000 Penalty: 4010.095703
	Iteration 12Q: 3 clusters Score -291593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -291608.187500 Penalty: 4010.095703
	Iteration 13Q: 3 clusters Score -291608.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -291621.312500 Penalty: 4010.095703
	Iteration 14Q: 3 clusters Score -291621.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -291638.687500 Penalty: 4010.095703
	Iteration 15Q: 3 clusters Score -291638.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -291659.312500 Penalty: 4010.095703
	Iteration 16Q: 3 clusters Score -291659.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -291679.343750 Penalty: 4010.095703
	Iteration 17Q: 3 clusters Score -291679.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -291697.718750 Penalty: 4010.095703
	Iteration 18Q: 3 clusters Score -291697.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -291716.187500 Penalty: 4010.095703
	Iteration 19Q: 3 clusters Score -291716.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -291731.375000 Penalty: 4010.095703
	Iteration 20F: 3 clusters Score -291731.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291753.218750 Penalty: 4010.095703
	Iteration 21Q: 3 clusters Score -291753.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -291784.781250 Penalty: 4010.095703
	Iteration 22Q: 3 clusters Score -291784.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -291814.000000 Penalty: 4010.095703
	Iteration 23Q: 3 clusters Score -291814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -291849.031250 Penalty: 4010.095703
	Iteration 24Q: 3 clusters Score -291849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -291884.250000 Penalty: 4010.095703
	Iteration 25Q: 3 clusters Score -291884.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -291913.312500 Penalty: 4010.095703
	Iteration 26Q: 3 clusters Score -291913.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291947.312500 Penalty: 4010.095703
	Iteration 27Q: 3 clusters Score -291947.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -291976.156250 Penalty: 4010.095703
	Iteration 28Q: 3 clusters Score -291976.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292002.781250 Penalty: 4010.095703
	Iteration 29Q: 3 clusters Score -292002.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -292026.187500 Penalty: 4010.095703
	Iteration 30Q: 3 clusters Score -292026.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -292057.593750 Penalty: 4010.095703
	Iteration 31Q: 3 clusters Score -292057.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292078.437500 Penalty: 4010.095703
	Iteration 32Q: 3 clusters Score -292078.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -292097.093750 Penalty: 4010.095703
	Iteration 33Q: 3 clusters Score -292097.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -292117.250000 Penalty: 4010.095703
	Iteration 34Q: 3 clusters Score -292117.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -292129.875000 Penalty: 4010.095703
	Iteration 35Q: 3 clusters Score -292129.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -292139.156250 Penalty: 4010.095703
	Iteration 36Q: 3 clusters Score -292139.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -292146.500000 Penalty: 4010.095703
	Iteration 37Q: 3 clusters Score -292146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -292154.781250 Penalty: 4010.095703
	Iteration 38Q: 3 clusters Score -292154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -292159.312500 Penalty: 4010.095703
	Iteration 39Q: 3 clusters Score -292159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -292165.187500 Penalty: 4010.095703
	Iteration 40F: 3 clusters Score -292165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -292168.187500 Penalty: 4010.095703
	Iteration 41Q: 3 clusters Score -292168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -292169.156250 Penalty: 4010.095703
	Iteration 42Q: 3 clusters Score -292169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -292170.156250 Penalty: 4010.095703
	Iteration 43Q: 3 clusters Score -292170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -292170.625000 Penalty: 4010.095703
	Iteration 44Q: 3 clusters Score -292170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -292170.625000 Penalty: 4010.095703
	Iteration 45F: 3 clusters Score -292170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -639318.125000 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -639318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -634001.125000 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -634001.1 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -635343.500000 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -635343.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -635615.375000 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -635615.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -635820.187500 Penalty: 4341.750488
	Iteration 3F: 3 clusters Score -635820.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -636015.937500 Penalty: 4341.750488
	Iteration 4Q: 3 clusters Score -636015.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -636173.500000 Penalty: 4341.750488
	Iteration 5Q: 3 clusters Score -636173.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -636323.187500 Penalty: 4341.750488
	Iteration 6Q: 3 clusters Score -636323.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -636454.812500 Penalty: 4341.750488
	Iteration 7Q: 3 clusters Score -636454.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -636556.062500 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -636556.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -636637.187500 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -636637.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -636702.625000 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -636702.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -636752.562500 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -636752.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -636798.062500 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -636798.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -636829.375000 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -636829.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -636853.750000 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -636853.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -636886.312500 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -636886.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -636918.500000 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -636918.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -636947.062500 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -636947.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -636972.687500 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -636972.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -636991.937500 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -636991.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -637020.875000 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -637020.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -637064.250000 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -637064.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -637108.875000 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -637108.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -637157.875000 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -637157.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -637207.687500 Penalty: 4341.750488
	Iteration 24Q: 3 clusters Score -637207.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -637252.375000 Penalty: 4341.750488
	Iteration 25Q: 3 clusters Score -637252.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -637288.937500 Penalty: 4341.750488
	Iteration 26Q: 3 clusters Score -637288.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -637323.125000 Penalty: 4341.750488
	Iteration 27Q: 3 clusters Score -637323.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -637350.687500 Penalty: 4341.750488
	Iteration 28Q: 3 clusters Score -637350.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -637377.937500 Penalty: 4341.750488
	Iteration 29Q: 3 clusters Score -637377.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -637403.062500 Penalty: 4341.750488
	Iteration 30Q: 3 clusters Score -637403.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -637420.812500 Penalty: 4341.750488
	Iteration 31Q: 3 clusters Score -637420.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -637443.000000 Penalty: 4341.750488
	Iteration 32Q: 3 clusters Score -637443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -637457.687500 Penalty: 4341.750488
	Iteration 33Q: 3 clusters Score -637457.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -637471.937500 Penalty: 4341.750488
	Iteration 34Q: 3 clusters Score -637471.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -637484.687500 Penalty: 4341.750488
	Iteration 35Q: 3 clusters Score -637484.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -637488.125000 Penalty: 4341.750488
	Iteration 36Q: 3 clusters Score -637488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -637494.750000 Penalty: 4341.750488
	Iteration 37Q: 3 clusters Score -637494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -637498.937500 Penalty: 4341.750488
	Iteration 38Q: 3 clusters Score -637498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -637502.937500 Penalty: 4341.750488
	Iteration 39Q: 3 clusters Score -637502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -637504.187500 Penalty: 4341.750488
	Iteration 40F: 3 clusters Score -637504.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -637508.750000 Penalty: 4341.750488
	Iteration 41Q: 3 clusters Score -637508.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -637513.000000 Penalty: 4341.750488
	Iteration 42Q: 3 clusters Score -637513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -637515.062500 Penalty: 4341.750488
	Iteration 43Q: 3 clusters Score -637515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -637519.000000 Penalty: 4341.750488
	Iteration 44Q: 3 clusters Score -637519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -637522.250000 Penalty: 4341.750488
	Iteration 45Q: 3 clusters Score -637522.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -637530.187500 Penalty: 4341.750488
	Iteration 46Q: 3 clusters Score -637530.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -637536.500000 Penalty: 4341.750488
	Iteration 47Q: 3 clusters Score -637536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -637539.812500 Penalty: 4341.750488
	Iteration 48Q: 3 clusters Score -637539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -637543.312500 Penalty: 4341.750488
	Iteration 49Q: 3 clusters Score -637543.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -637550.062500 Penalty: 4341.750488
	Iteration 50Q: 3 clusters Score -637550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -637553.562500 Penalty: 4341.750488
	Iteration 51Q: 3 clusters Score -637553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -637556.125000 Penalty: 4341.750488
	Iteration 52Q: 3 clusters Score -637556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -637558.562500 Penalty: 4341.750488
	Iteration 53Q: 3 clusters Score -637558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -637560.875000 Penalty: 4341.750488
	Iteration 54Q: 3 clusters Score -637560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -637563.062500 Penalty: 4341.750488
	Iteration 55Q: 3 clusters Score -637563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -637562.875000 Penalty: 4341.750488
	Iteration 56Q: 3 clusters Score -637562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -637565.437500 Penalty: 4341.750488
	Iteration 57Q: 3 clusters Score -637565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -637565.437500 Penalty: 4341.750488
	Iteration 58F: 3 clusters Score -637565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -314426.562500 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -314426.6 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 1718 members 
Entering Unmasked Estep 
Score: -310884.312500 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -310884.3 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -311669.375000 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -311669.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -311915.656250 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -311915.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -312146.531250 Penalty: 4032.801270
	Iteration 3F: 3 clusters Score -312146.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -312406.750000 Penalty: 4032.801270
	Iteration 4F: 3 clusters Score -312406.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -312811.843750 Penalty: 4032.801270
	Iteration 5F: 3 clusters Score -312811.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -313350.218750 Penalty: 4032.801270
	Iteration 6F: 3 clusters Score -313350.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -313720.656250 Penalty: 4032.801270
	Iteration 7F: 3 clusters Score -313720.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -313918.718750 Penalty: 4032.801270
	Iteration 8F: 3 clusters Score -313918.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -314003.687500 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -314003.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -314038.125000 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -314038.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -314054.343750 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -314054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -314066.000000 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -314066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -314068.343750 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -314068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -314070.562500 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -314070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -314071.750000 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -314071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -314072.875000 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -314072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -314073.718750 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -314073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -314074.937500 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -314074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -314076.500000 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -314076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -314077.156250 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -314077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -116195.632812 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -114020.250000 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -114020.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -114358.210938 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -114358.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -114452.820312 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -114452.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -114507.539062 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -114507.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -114537.312500 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -114537.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114582.773438 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -114582.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114636.460938 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -114636.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114681.710938 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -114681.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114725.210938 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -114725.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114773.554688 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -114773.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -114814.796875 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -114814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114845.046875 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -114845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114874.765625 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -114874.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -114901.804688 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -114901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -114923.968750 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -114924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114955.718750 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -114955.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114971.312500 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -114971.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114982.093750 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -114982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114991.234375 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -114991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115002.515625 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -115002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -115011.632812 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -115011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115015.406250 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -115015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115018.281250 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -115018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115018.953125 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -115019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115018.953125 Penalty: 3577.663818
	Iteration 24F: 3 clusters Score -115019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -477902.687500 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -477902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -473600.406250 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -473600.4 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -474573.937500 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -474573.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -474802.781250 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -474802.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -474940.343750 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -474940.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -475042.218750 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -475042.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -475137.718750 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -475137.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -475226.593750 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -475226.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -475298.468750 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -475298.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -475348.687500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -475348.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -475393.718750 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -475393.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -475434.093750 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -475434.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -475474.250000 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -475474.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -475515.218750 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -475515.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -475548.312500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -475548.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -475577.500000 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -475577.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -475603.812500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -475603.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -475628.000000 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -475628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -475647.687500 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -475647.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -475671.968750 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -475672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -475693.218750 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -475693.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -475715.187500 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -475715.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -475741.937500 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -475741.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -475764.843750 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -475764.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -475789.062500 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -475789.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -475811.531250 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -475811.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -475829.906250 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -475829.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -475850.156250 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -475850.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -475869.468750 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -475869.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -475888.968750 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -475889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -475903.656250 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -475903.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -475914.343750 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -475914.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -475926.031250 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -475926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -475933.750000 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -475933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -475940.093750 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -475940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -475945.875000 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -475945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -475951.031250 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -475951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -475953.875000 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -475953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -475958.125000 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -475958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -475960.593750 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -475960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -475963.218750 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -475963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -475963.781250 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -475963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -475964.218750 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -475964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -475965.125000 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -475965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -475967.781250 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -475967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -475967.781250 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -475967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -475968.812500 Penalty: 4192.251953
	Iteration 45Q: 3 clusters Score -475968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -475971.500000 Penalty: 4192.251953
	Iteration 46Q: 3 clusters Score -475971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -475972.968750 Penalty: 4192.251953
	Iteration 47Q: 3 clusters Score -475973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -475973.812500 Penalty: 4192.251953
	Iteration 48Q: 3 clusters Score -475973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -475975.156250 Penalty: 4192.251953
	Iteration 49Q: 3 clusters Score -475975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -475976.531250 Penalty: 4192.251953
	Iteration 50Q: 3 clusters Score -475976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -475977.031250 Penalty: 4192.251953
	Iteration 51Q: 3 clusters Score -475977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -475976.562500 Penalty: 4192.251953
	Iteration 52Q: 3 clusters Score -475976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -475977.500000 Penalty: 4192.251953
	Iteration 53Q: 3 clusters Score -475977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -475978.406250 Penalty: 4192.251953
	Iteration 54Q: 3 clusters Score -475978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -475979.437500 Penalty: 4192.251953
	Iteration 55Q: 3 clusters Score -475979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -475980.656250 Penalty: 4192.251953
	Iteration 56Q: 3 clusters Score -475980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -475980.906250 Penalty: 4192.251953
	Iteration 57Q: 3 clusters Score -475980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -475982.312500 Penalty: 4192.251953
	Iteration 58Q: 3 clusters Score -475982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -475982.718750 Penalty: 4192.251953
	Iteration 59Q: 3 clusters Score -475982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -475984.125000 Penalty: 4192.251953
	Iteration 60F: 3 clusters Score -475984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -475983.593750 Penalty: 4192.251953
	Iteration 61Q: 3 clusters Score -475983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -475985.062500 Penalty: 4192.251953
	Iteration 62Q: 3 clusters Score -475985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -475985.937500 Penalty: 4192.251953
	Iteration 63Q: 3 clusters Score -475985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -475987.093750 Penalty: 4192.251953
	Iteration 64Q: 3 clusters Score -475987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -475986.812500 Penalty: 4192.251953
	Iteration 65Q: 3 clusters Score -475986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -475986.812500 Penalty: 4192.251953
	Iteration 66F: 3 clusters Score -475986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -599309.250000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -599309.2 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 2972 members 
Entering Unmasked Estep 
Score: -594194.000000 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -594194 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -595392.562500 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -595392.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -595661.687500 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -595661.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -595884.937500 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -595884.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -596092.250000 Penalty: 4306.875000
	Iteration 4F: 3 clusters Score -596092.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -596285.812500 Penalty: 4306.875000
	Iteration 5Q: 3 clusters Score -596285.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -596471.500000 Penalty: 4306.875000
	Iteration 6Q: 3 clusters Score -596471.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -596669.062500 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -596669.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -596878.562500 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -596878.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -597051.875000 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -597051.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -597181.187500 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -597181.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -597267.437500 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -597267.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -597327.562500 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -597327.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -597364.250000 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -597364.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -597389.812500 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -597389.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -597407.375000 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -597407.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -597420.812500 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -597420.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -597432.937500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -597432.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -597442.625000 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -597442.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -597449.687500 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -597449.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -597457.125000 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -597457.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -597462.625000 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -597462.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -597473.250000 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -597473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -597481.937500 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -597481.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -597491.687500 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -597491.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -597497.312500 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -597497.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -597505.125000 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -597505.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -597512.000000 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -597512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -597515.875000 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -597515.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -597520.437500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -597520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -597525.312500 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -597525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -597528.937500 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -597528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -597531.500000 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -597531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -597535.375000 Penalty: 4306.875000
	Iteration 33Q: 3 clusters Score -597535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -597536.750000 Penalty: 4306.875000
	Iteration 34Q: 3 clusters Score -597536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -597537.937500 Penalty: 4306.875000
	Iteration 35Q: 3 clusters Score -597537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -597539.562500 Penalty: 4306.875000
	Iteration 36Q: 3 clusters Score -597539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -597542.312500 Penalty: 4306.875000
	Iteration 37Q: 3 clusters Score -597542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -597545.750000 Penalty: 4306.875000
	Iteration 38Q: 3 clusters Score -597545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -597547.500000 Penalty: 4306.875000
	Iteration 39Q: 3 clusters Score -597547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -597550.687500 Penalty: 4306.875000
	Iteration 40F: 3 clusters Score -597550.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -597551.437500 Penalty: 4306.875000
	Iteration 41Q: 3 clusters Score -597551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -597552.250000 Penalty: 4306.875000
	Iteration 42Q: 3 clusters Score -597552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -597552.250000 Penalty: 4306.875000
	Iteration 43F: 3 clusters Score -597552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Entering Unmasked Estep 
Score: -585669.562500 Penalty: 2155.321045
	Iteration 0F: 2 clusters Score -585669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -580593.187500 Penalty: 4310.642090
	Iteration 0F: 3 clusters Score -580593.2 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -581917.500000 Penalty: 4310.642090
	Iteration 1F: 3 clusters Score -581917.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -582134.750000 Penalty: 4310.642090
	Iteration 2F: 3 clusters Score -582134.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -582292.312500 Penalty: 4310.642090
	Iteration 3Q: 3 clusters Score -582292.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -582430.250000 Penalty: 4310.642090
	Iteration 4Q: 3 clusters Score -582430.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -582568.625000 Penalty: 4310.642090
	Iteration 5Q: 3 clusters Score -582568.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -582690.625000 Penalty: 4310.642090
	Iteration 6Q: 3 clusters Score -582690.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -582799.187500 Penalty: 4310.642090
	Iteration 7Q: 3 clusters Score -582799.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -582905.187500 Penalty: 4310.642090
	Iteration 8Q: 3 clusters Score -582905.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -582990.875000 Penalty: 4310.642090
	Iteration 9Q: 3 clusters Score -582990.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -583053.937500 Penalty: 4310.642090
	Iteration 10Q: 3 clusters Score -583053.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -583112.500000 Penalty: 4310.642090
	Iteration 11Q: 3 clusters Score -583112.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -583158.812500 Penalty: 4310.642090
	Iteration 12Q: 3 clusters Score -583158.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -583205.687500 Penalty: 4310.642090
	Iteration 13Q: 3 clusters Score -583205.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -583246.187500 Penalty: 4310.642090
	Iteration 14Q: 3 clusters Score -583246.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -583282.375000 Penalty: 4310.642090
	Iteration 15Q: 3 clusters Score -583282.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -583320.875000 Penalty: 4310.642090
	Iteration 16Q: 3 clusters Score -583320.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -583365.250000 Penalty: 4310.642090
	Iteration 17Q: 3 clusters Score -583365.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -583394.062500 Penalty: 4310.642090
	Iteration 18Q: 3 clusters Score -583394.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -583420.875000 Penalty: 4310.642090
	Iteration 19Q: 3 clusters Score -583420.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -583444.125000 Penalty: 4310.642090
	Iteration 20F: 3 clusters Score -583444.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -583467.437500 Penalty: 4310.642090
	Iteration 21Q: 3 clusters Score -583467.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -583494.437500 Penalty: 4310.642090
	Iteration 22Q: 3 clusters Score -583494.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -583525.187500 Penalty: 4310.642090
	Iteration 23Q: 3 clusters Score -583525.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -583541.937500 Penalty: 4310.642090
	Iteration 24Q: 3 clusters Score -583541.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -583558.937500 Penalty: 4310.642090
	Iteration 25Q: 3 clusters Score -583558.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -583573.625000 Penalty: 4310.642090
	Iteration 26Q: 3 clusters Score -583573.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -583592.937500 Penalty: 4310.642090
	Iteration 27Q: 3 clusters Score -583592.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -583610.000000 Penalty: 4310.642090
	Iteration 28Q: 3 clusters Score -583610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -583618.750000 Penalty: 4310.642090
	Iteration 29Q: 3 clusters Score -583618.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -583628.000000 Penalty: 4310.642090
	Iteration 30Q: 3 clusters Score -583628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -583634.187500 Penalty: 4310.642090
	Iteration 31Q: 3 clusters Score -583634.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -583638.125000 Penalty: 4310.642090
	Iteration 32Q: 3 clusters Score -583638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -583645.125000 Penalty: 4310.642090
	Iteration 33Q: 3 clusters Score -583645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -583647.375000 Penalty: 4310.642090
	Iteration 34Q: 3 clusters Score -583647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -583650.750000 Penalty: 4310.642090
	Iteration 35Q: 3 clusters Score -583650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -583653.562500 Penalty: 4310.642090
	Iteration 36Q: 3 clusters Score -583653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -583657.000000 Penalty: 4310.642090
	Iteration 37Q: 3 clusters Score -583657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -583662.500000 Penalty: 4310.642090
	Iteration 38Q: 3 clusters Score -583662.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -583669.000000 Penalty: 4310.642090
	Iteration 39Q: 3 clusters Score -583669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -583674.312500 Penalty: 4310.642090
	Iteration 40F: 3 clusters Score -583674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -583677.500000 Penalty: 4310.642090
	Iteration 41Q: 3 clusters Score -583677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -583680.812500 Penalty: 4310.642090
	Iteration 42Q: 3 clusters Score -583680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -583681.687500 Penalty: 4310.642090
	Iteration 43Q: 3 clusters Score -583681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -583683.187500 Penalty: 4310.642090
	Iteration 44Q: 3 clusters Score -583683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -583684.562500 Penalty: 4310.642090
	Iteration 45Q: 3 clusters Score -583684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -583684.937500 Penalty: 4310.642090
	Iteration 46Q: 3 clusters Score -583684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -583687.000000 Penalty: 4310.642090
	Iteration 47Q: 3 clusters Score -583687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -583688.437500 Penalty: 4310.642090
	Iteration 48Q: 3 clusters Score -583688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -583689.625000 Penalty: 4310.642090
	Iteration 49Q: 3 clusters Score -583689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -583691.562500 Penalty: 4310.642090
	Iteration 50Q: 3 clusters Score -583691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -583694.750000 Penalty: 4310.642090
	Iteration 51Q: 3 clusters Score -583694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -583694.000000 Penalty: 4310.642090
	Iteration 52Q: 3 clusters Score -583694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -583694.750000 Penalty: 4310.642090
	Iteration 53Q: 3 clusters Score -583694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -583696.625000 Penalty: 4310.642090
	Iteration 54Q: 3 clusters Score -583696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -583697.937500 Penalty: 4310.642090
	Iteration 55Q: 3 clusters Score -583697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -583700.000000 Penalty: 4310.642090
	Iteration 56Q: 3 clusters Score -583700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -583700.562500 Penalty: 4310.642090
	Iteration 57Q: 3 clusters Score -583700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -583699.000000 Penalty: 4310.642090
	Iteration 58Q: 3 clusters Score -583699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -583700.437500 Penalty: 4310.642090
	Iteration 59Q: 3 clusters Score -583700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -583701.750000 Penalty: 4310.642090
	Iteration 60F: 3 clusters Score -583701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -583702.687500 Penalty: 4310.642090
	Iteration 61Q: 3 clusters Score -583702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -583703.187500 Penalty: 4310.642090
	Iteration 62Q: 3 clusters Score -583703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -583705.250000 Penalty: 4310.642090
	Iteration 63Q: 3 clusters Score -583705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -583707.062500 Penalty: 4310.642090
	Iteration 64Q: 3 clusters Score -583707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -583707.937500 Penalty: 4310.642090
	Iteration 65Q: 3 clusters Score -583707.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -583711.750000 Penalty: 4310.642090
	Iteration 66Q: 3 clusters Score -583711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -583714.250000 Penalty: 4310.642090
	Iteration 67Q: 3 clusters Score -583714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -583715.250000 Penalty: 4310.642090
	Iteration 68Q: 3 clusters Score -583715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -583717.500000 Penalty: 4310.642090
	Iteration 69Q: 3 clusters Score -583717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -583718.500000 Penalty: 4310.642090
	Iteration 70Q: 3 clusters Score -583718.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -583721.937500 Penalty: 4310.642090
	Iteration 71Q: 3 clusters Score -583721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -583722.625000 Penalty: 4310.642090
	Iteration 72Q: 3 clusters Score -583722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -583723.625000 Penalty: 4310.642090
	Iteration 73Q: 3 clusters Score -583723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -583724.062500 Penalty: 4310.642090
	Iteration 74Q: 3 clusters Score -583724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -583725.375000 Penalty: 4310.642090
	Iteration 75Q: 3 clusters Score -583725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -583727.562500 Penalty: 4310.642090
	Iteration 76Q: 3 clusters Score -583727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -583726.500000 Penalty: 4310.642090
	Iteration 77Q: 3 clusters Score -583726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -583727.000000 Penalty: 4310.642090
	Iteration 78Q: 3 clusters Score -583727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -583727.000000 Penalty: 4310.642090
	Iteration 79F: 3 clusters Score -583727 nChanged 0
--- Evaluating fit on full set of 1878892 points ---
Entering Unmasked Estep 
Score: -177038768.000000 Penalty: 186298.109375
20->53 Clusters: Score -177038768.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 626297 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 31326 members 
Mstep: Class 3 contains 31383 members 
Mstep: Class 4 contains 31334 members 
Mstep: Class 5 contains 31475 members 
Mstep: Class 6 contains 31368 members 
Mstep: Class 7 contains 31053 members 
Mstep: Class 8 contains 31127 members 
Mstep: Class 9 contains 31489 members 
Mstep: Class 10 contains 31406 members 
Mstep: Class 11 contains 31267 members 
Mstep: Class 12 contains 31189 members 
Mstep: Class 13 contains 31268 members 
Mstep: Class 14 contains 31088 members 
Mstep: Class 15 contains 31365 members 
Mstep: Class 16 contains 31553 members 
Mstep: Class 17 contains 31352 members 
Mstep: Class 18 contains 31266 members 
Mstep: Class 19 contains 31290 members 
Mstep: Class 20 contains 31161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 783.342834 but Gain 3310.203125
Score: -54666660.000000 Penalty: 62893.796875
Iteration 0F: 20 clusters Score -5.466666e+07 nChanged 590574
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 17630 members 
Mstep: Class 3 contains 20631 members 
Mstep: Class 4 contains 33755 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 13926 members 
Mstep: Class 7 contains 21937 members 
Mstep: Class 8 contains 62095 members 
Mstep: Class 9 contains 33601 members 
Mstep: Class 10 contains 37468 members 
Mstep: Class 11 contains 24855 members 
Mstep: Class 12 contains 42305 members 
Mstep: Class 13 contains 67488 members 
Mstep: Class 14 contains 27615 members 
Mstep: Class 15 contains 29205 members 
Mstep: Class 16 contains 15394 members 
Mstep: Class 17 contains 40346 members 
Mstep: Class 18 contains 21895 members 
Mstep: Class 19 contains 33846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56821928.000000 Penalty: 62893.796875
Iteration 1F: 20 clusters Score -5.682193e+07 nChanged 279165
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 24442 members 
Mstep: Class 4 contains 45353 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 41167 members 
Mstep: Class 9 contains 26990 members 
Mstep: Class 10 contains 37149 members 
Mstep: Class 11 contains 36518 members 
Mstep: Class 12 contains 29244 members 
Mstep: Class 13 contains 64403 members 
Mstep: Class 14 contains 39674 members 
Mstep: Class 15 contains 25328 members 
Mstep: Class 16 contains 6524 members 
Mstep: Class 17 contains 59352 members 
Mstep: Class 18 contains 22301 members 
Mstep: Class 19 contains 53270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57637840.000000 Penalty: 62893.796875
Iteration 2F: 20 clusters Score -5.763784e+07 nChanged 201643
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 26437 members 
Mstep: Class 4 contains 52319 members 
Mstep: Class 5 contains 18522 members 
Mstep: Class 6 contains 13535 members 
Mstep: Class 7 contains 23181 members 
Mstep: Class 8 contains 29720 members 
Mstep: Class 9 contains 21869 members 
Mstep: Class 10 contains 40354 members 
Mstep: Class 11 contains 38563 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 63226 members 
Mstep: Class 14 contains 47604 members 
Mstep: Class 15 contains 20649 members 
Mstep: Class 16 contains 3436 members 
Mstep: Class 17 contains 66414 members 
Mstep: Class 18 contains 23991 members 
Mstep: Class 19 contains 58692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3237.360107 but Gain 3310.199219
Score: -58043908.000000 Penalty: 59583.597656
Iteration 3F: 19 clusters Score -5.804391e+07 nChanged 142752
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 26072 members 
Mstep: Class 4 contains 60719 members 
Mstep: Class 5 contains 15019 members 
Mstep: Class 6 contains 14331 members 
Mstep: Class 7 contains 25516 members 
Mstep: Class 8 contains 26805 members 
Mstep: Class 9 contains 17406 members 
Mstep: Class 10 contains 45847 members 
Mstep: Class 11 contains 35818 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 58667 members 
Mstep: Class 14 contains 52517 members 
Mstep: Class 15 contains 21539 members 
Mstep: Class 17 contains 67490 members 
Mstep: Class 18 contains 29649 members 
Mstep: Class 19 contains 55508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58272228.000000 Penalty: 59583.597656
Iteration 4F: 19 clusters Score -5.827223e+07 nChanged 104116
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 25115 members 
Mstep: Class 4 contains 68135 members 
Mstep: Class 5 contains 12549 members 
Mstep: Class 6 contains 12934 members 
Mstep: Class 7 contains 26015 members 
Mstep: Class 8 contains 26209 members 
Mstep: Class 9 contains 14407 members 
Mstep: Class 10 contains 49366 members 
Mstep: Class 11 contains 33987 members 
Mstep: Class 12 contains 13073 members 
Mstep: Class 13 contains 51078 members 
Mstep: Class 14 contains 56833 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 17 contains 66883 members 
Mstep: Class 18 contains 34381 members 
Mstep: Class 19 contains 52507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58401408.000000 Penalty: 59583.597656
Iteration 5F: 19 clusters Score -5.840141e+07 nChanged 77646
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 8373 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 71700 members 
Mstep: Class 5 contains 11121 members 
Mstep: Class 6 contains 11304 members 
Mstep: Class 7 contains 25573 members 
Mstep: Class 8 contains 26488 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 51186 members 
Mstep: Class 11 contains 33946 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 44957 members 
Mstep: Class 14 contains 61716 members 
Mstep: Class 15 contains 31146 members 
Mstep: Class 17 contains 66339 members 
Mstep: Class 18 contains 36672 members 
Mstep: Class 19 contains 50151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58473920.000000 Penalty: 59583.597656
Iteration 6F: 19 clusters Score -5.847392e+07 nChanged 58028
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 23408 members 
Mstep: Class 4 contains 73267 members 
Mstep: Class 5 contains 10426 members 
Mstep: Class 6 contains 10070 members 
Mstep: Class 7 contains 24805 members 
Mstep: Class 8 contains 26784 members 
Mstep: Class 9 contains 10203 members 
Mstep: Class 10 contains 52024 members 
Mstep: Class 11 contains 34228 members 
Mstep: Class 12 contains 15259 members 
Mstep: Class 13 contains 41128 members 
Mstep: Class 14 contains 66685 members 
Mstep: Class 15 contains 36704 members 
Mstep: Class 17 contains 66531 members 
Mstep: Class 18 contains 37645 members 
Mstep: Class 19 contains 47427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58520364.000000 Penalty: 59583.597656
Iteration 7F: 19 clusters Score -5.852036e+07 nChanged 45622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 10271 members 
Mstep: Class 3 contains 22623 members 
Mstep: Class 4 contains 73899 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 9314 members 
Mstep: Class 7 contains 23931 members 
Mstep: Class 8 contains 27129 members 
Mstep: Class 9 contains 8503 members 
Mstep: Class 10 contains 52229 members 
Mstep: Class 11 contains 33908 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 38663 members 
Mstep: Class 14 contains 72430 members 
Mstep: Class 15 contains 42017 members 
Mstep: Class 17 contains 66640 members 
Mstep: Class 18 contains 37883 members 
Mstep: Class 19 contains 44340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58554476.000000 Penalty: 59583.597656
Iteration 8F: 19 clusters Score -5.855448e+07 nChanged 37630
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 21932 members 
Mstep: Class 4 contains 73968 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 23088 members 
Mstep: Class 8 contains 27414 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 51835 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 18364 members 
Mstep: Class 13 contains 36718 members 
Mstep: Class 14 contains 78902 members 
Mstep: Class 15 contains 47162 members 
Mstep: Class 17 contains 66504 members 
Mstep: Class 18 contains 37704 members 
Mstep: Class 19 contains 41145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58583536.000000 Penalty: 59583.597656
Iteration 9F: 19 clusters Score -5.858354e+07 nChanged 32588
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 11120 members 
Mstep: Class 3 contains 21358 members 
Mstep: Class 4 contains 73294 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 22317 members 
Mstep: Class 8 contains 27634 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 50847 members 
Mstep: Class 11 contains 30919 members 
Mstep: Class 12 contains 20001 members 
Mstep: Class 13 contains 35040 members 
Mstep: Class 14 contains 85645 members 
Mstep: Class 15 contains 52332 members 
Mstep: Class 17 contains 66339 members 
Mstep: Class 18 contains 37177 members 
Mstep: Class 19 contains 37844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58608316.000000 Penalty: 59583.597656
Iteration 10F: 19 clusters Score -5.860832e+07 nChanged 28664
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 20835 members 
Mstep: Class 4 contains 71793 members 
Mstep: Class 5 contains 8586 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 27784 members 
Mstep: Class 9 contains 6501 members 
Mstep: Class 10 contains 49270 members 
Mstep: Class 11 contains 29442 members 
Mstep: Class 12 contains 21502 members 
Mstep: Class 13 contains 33593 members 
Mstep: Class 14 contains 92174 members 
Mstep: Class 15 contains 57134 members 
Mstep: Class 17 contains 66596 members 
Mstep: Class 18 contains 36497 members 
Mstep: Class 19 contains 34613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58630116.000000 Penalty: 59583.597656
Iteration 11Q: 19 clusters Score -5.863012e+07 nChanged 25263
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 69874 members 
Mstep: Class 5 contains 8513 members 
Mstep: Class 6 contains 8407 members 
Mstep: Class 7 contains 21144 members 
Mstep: Class 8 contains 27782 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 47338 members 
Mstep: Class 11 contains 28374 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 32273 members 
Mstep: Class 14 contains 98350 members 
Mstep: Class 15 contains 61115 members 
Mstep: Class 17 contains 67409 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 31741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58648292.000000 Penalty: 59583.597656
Iteration 12Q: 19 clusters Score -5.864829e+07 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 68117 members 
Mstep: Class 5 contains 8711 members 
Mstep: Class 6 contains 8375 members 
Mstep: Class 7 contains 20697 members 
Mstep: Class 8 contains 27710 members 
Mstep: Class 9 contains 6650 members 
Mstep: Class 10 contains 45450 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 23348 members 
Mstep: Class 13 contains 30987 members 
Mstep: Class 14 contains 103581 members 
Mstep: Class 15 contains 64125 members 
Mstep: Class 17 contains 68591 members 
Mstep: Class 18 contains 34540 members 
Mstep: Class 19 contains 29362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58660872.000000 Penalty: 59583.597656
Iteration 13Q: 19 clusters Score -5.866087e+07 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 19242 members 
Mstep: Class 4 contains 66878 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 20338 members 
Mstep: Class 8 contains 27705 members 
Mstep: Class 9 contains 7289 members 
Mstep: Class 10 contains 43688 members 
Mstep: Class 11 contains 27488 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 29921 members 
Mstep: Class 14 contains 107713 members 
Mstep: Class 15 contains 66409 members 
Mstep: Class 17 contains 69713 members 
Mstep: Class 18 contains 33093 members 
Mstep: Class 19 contains 27412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58669736.000000 Penalty: 59583.597656
Iteration 14Q: 19 clusters Score -5.866974e+07 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 18994 members 
Mstep: Class 4 contains 66222 members 
Mstep: Class 5 contains 9135 members 
Mstep: Class 6 contains 8335 members 
Mstep: Class 7 contains 19977 members 
Mstep: Class 8 contains 27662 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 42151 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 24267 members 
Mstep: Class 13 contains 28930 members 
Mstep: Class 14 contains 110844 members 
Mstep: Class 15 contains 68282 members 
Mstep: Class 17 contains 70787 members 
Mstep: Class 18 contains 31495 members 
Mstep: Class 19 contains 25753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58677044.000000 Penalty: 59583.597656
Iteration 15Q: 19 clusters Score -5.867704e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 18842 members 
Mstep: Class 4 contains 65913 members 
Mstep: Class 5 contains 9169 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 19688 members 
Mstep: Class 8 contains 27616 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 40956 members 
Mstep: Class 11 contains 27244 members 
Mstep: Class 12 contains 24496 members 
Mstep: Class 13 contains 27989 members 
Mstep: Class 14 contains 113295 members 
Mstep: Class 15 contains 69857 members 
Mstep: Class 17 contains 71575 members 
Mstep: Class 18 contains 29899 members 
Mstep: Class 19 contains 24418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58683512.000000 Penalty: 59583.597656
Iteration 16Q: 19 clusters Score -5.868351e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 18735 members 
Mstep: Class 4 contains 65825 members 
Mstep: Class 5 contains 9178 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 19424 members 
Mstep: Class 8 contains 27611 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 27145 members 
Mstep: Class 12 contains 24658 members 
Mstep: Class 13 contains 27068 members 
Mstep: Class 14 contains 115292 members 
Mstep: Class 15 contains 70981 members 
Mstep: Class 17 contains 72200 members 
Mstep: Class 18 contains 28312 members 
Mstep: Class 19 contains 23576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58688256.000000 Penalty: 59583.597656
Iteration 17Q: 19 clusters Score -5.868826e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 11785 members 
Mstep: Class 3 contains 18652 members 
Mstep: Class 4 contains 65832 members 
Mstep: Class 5 contains 9203 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 27623 members 
Mstep: Class 9 contains 11452 members 
Mstep: Class 10 contains 39155 members 
Mstep: Class 11 contains 27076 members 
Mstep: Class 12 contains 24722 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 117093 members 
Mstep: Class 15 contains 71720 members 
Mstep: Class 17 contains 72621 members 
Mstep: Class 18 contains 26813 members 
Mstep: Class 19 contains 23124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58691668.000000 Penalty: 59583.597656
Iteration 18Q: 19 clusters Score -5.869167e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 18601 members 
Mstep: Class 4 contains 65880 members 
Mstep: Class 5 contains 9188 members 
Mstep: Class 6 contains 8211 members 
Mstep: Class 7 contains 19036 members 
Mstep: Class 8 contains 27633 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 38455 members 
Mstep: Class 11 contains 27011 members 
Mstep: Class 12 contains 24713 members 
Mstep: Class 13 contains 25554 members 
Mstep: Class 14 contains 118731 members 
Mstep: Class 15 contains 72182 members 
Mstep: Class 17 contains 72971 members 
Mstep: Class 18 contains 25536 members 
Mstep: Class 19 contains 22862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58694148.000000 Penalty: 59583.597656
Iteration 19Q: 19 clusters Score -5.869415e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 18561 members 
Mstep: Class 4 contains 65931 members 
Mstep: Class 5 contains 9148 members 
Mstep: Class 6 contains 8178 members 
Mstep: Class 7 contains 18897 members 
Mstep: Class 8 contains 27686 members 
Mstep: Class 9 contains 13008 members 
Mstep: Class 10 contains 37797 members 
Mstep: Class 11 contains 26959 members 
Mstep: Class 12 contains 24673 members 
Mstep: Class 13 contains 24902 members 
Mstep: Class 14 contains 120298 members 
Mstep: Class 15 contains 72473 members 
Mstep: Class 17 contains 73296 members 
Mstep: Class 18 contains 24499 members 
Mstep: Class 19 contains 22709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58696152.000000 Penalty: 59583.597656
Iteration 20F: 19 clusters Score -5.869615e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 18530 members 
Mstep: Class 4 contains 65977 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 18785 members 
Mstep: Class 8 contains 27774 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 37179 members 
Mstep: Class 11 contains 26922 members 
Mstep: Class 12 contains 24585 members 
Mstep: Class 13 contains 24292 members 
Mstep: Class 14 contains 121837 members 
Mstep: Class 15 contains 72638 members 
Mstep: Class 17 contains 73547 members 
Mstep: Class 18 contains 23587 members 
Mstep: Class 19 contains 22627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58698472.000000 Penalty: 59583.597656
Iteration 21Q: 19 clusters Score -5.869847e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 3 contains 18525 members 
Mstep: Class 4 contains 66059 members 
Mstep: Class 5 contains 9163 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 18708 members 
Mstep: Class 8 contains 27849 members 
Mstep: Class 9 contains 13856 members 
Mstep: Class 10 contains 36658 members 
Mstep: Class 11 contains 26880 members 
Mstep: Class 12 contains 24501 members 
Mstep: Class 13 contains 23668 members 
Mstep: Class 14 contains 123234 members 
Mstep: Class 15 contains 72783 members 
Mstep: Class 17 contains 73746 members 
Mstep: Class 18 contains 22829 members 
Mstep: Class 19 contains 22547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58700200.000000 Penalty: 59583.597656
Iteration 22Q: 19 clusters Score -5.87002e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 12028 members 
Mstep: Class 3 contains 18536 members 
Mstep: Class 4 contains 66122 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 8042 members 
Mstep: Class 7 contains 18650 members 
Mstep: Class 8 contains 27943 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 36231 members 
Mstep: Class 11 contains 26849 members 
Mstep: Class 12 contains 24389 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 124595 members 
Mstep: Class 15 contains 72921 members 
Mstep: Class 17 contains 73815 members 
Mstep: Class 18 contains 22178 members 
Mstep: Class 19 contains 22491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58702860.000000 Penalty: 59583.597656
Iteration 23Q: 19 clusters Score -5.870286e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 12084 members 
Mstep: Class 3 contains 18534 members 
Mstep: Class 4 contains 66185 members 
Mstep: Class 5 contains 9253 members 
Mstep: Class 6 contains 8022 members 
Mstep: Class 7 contains 18591 members 
Mstep: Class 8 contains 28045 members 
Mstep: Class 9 contains 14220 members 
Mstep: Class 10 contains 35807 members 
Mstep: Class 11 contains 26821 members 
Mstep: Class 12 contains 24268 members 
Mstep: Class 13 contains 22575 members 
Mstep: Class 14 contains 125983 members 
Mstep: Class 15 contains 73076 members 
Mstep: Class 17 contains 73580 members 
Mstep: Class 18 contains 21728 members 
Mstep: Class 19 contains 22445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58705980.000000 Penalty: 59583.597656
Iteration 24Q: 19 clusters Score -5.870598e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 12124 members 
Mstep: Class 3 contains 18533 members 
Mstep: Class 4 contains 66245 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 28149 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 10 contains 35437 members 
Mstep: Class 11 contains 26811 members 
Mstep: Class 12 contains 24135 members 
Mstep: Class 13 contains 22118 members 
Mstep: Class 14 contains 127305 members 
Mstep: Class 15 contains 73219 members 
Mstep: Class 17 contains 73054 members 
Mstep: Class 18 contains 21619 members 
Mstep: Class 19 contains 22431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58708184.000000 Penalty: 59583.597656
Iteration 25Q: 19 clusters Score -5.870818e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 18501 members 
Mstep: Class 4 contains 66327 members 
Mstep: Class 5 contains 9264 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 18498 members 
Mstep: Class 8 contains 28215 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 35085 members 
Mstep: Class 11 contains 26809 members 
Mstep: Class 12 contains 23968 members 
Mstep: Class 13 contains 21737 members 
Mstep: Class 14 contains 128579 members 
Mstep: Class 15 contains 73318 members 
Mstep: Class 17 contains 72404 members 
Mstep: Class 18 contains 21711 members 
Mstep: Class 19 contains 22434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58709368.000000 Penalty: 59583.597656
Iteration 26Q: 19 clusters Score -5.870937e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 18481 members 
Mstep: Class 4 contains 66371 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 18480 members 
Mstep: Class 8 contains 28291 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 34803 members 
Mstep: Class 11 contains 26805 members 
Mstep: Class 12 contains 23815 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 129769 members 
Mstep: Class 15 contains 73465 members 
Mstep: Class 17 contains 71744 members 
Mstep: Class 18 contains 21836 members 
Mstep: Class 19 contains 22434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58710024.000000 Penalty: 59583.597656
Iteration 27Q: 19 clusters Score -5.871002e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 18453 members 
Mstep: Class 4 contains 66413 members 
Mstep: Class 5 contains 9191 members 
Mstep: Class 6 contains 7920 members 
Mstep: Class 7 contains 18475 members 
Mstep: Class 8 contains 28346 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 34544 members 
Mstep: Class 11 contains 26790 members 
Mstep: Class 12 contains 23620 members 
Mstep: Class 13 contains 21094 members 
Mstep: Class 14 contains 130916 members 
Mstep: Class 15 contains 73648 members 
Mstep: Class 17 contains 71024 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 22442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58710288.000000 Penalty: 59583.597656
Iteration 28Q: 19 clusters Score -5.871029e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 18430 members 
Mstep: Class 4 contains 66452 members 
Mstep: Class 5 contains 9146 members 
Mstep: Class 6 contains 7899 members 
Mstep: Class 7 contains 18473 members 
Mstep: Class 8 contains 28389 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 34326 members 
Mstep: Class 11 contains 26775 members 
Mstep: Class 12 contains 23426 members 
Mstep: Class 13 contains 20844 members 
Mstep: Class 14 contains 132025 members 
Mstep: Class 15 contains 73807 members 
Mstep: Class 17 contains 70265 members 
Mstep: Class 18 contains 22215 members 
Mstep: Class 19 contains 22464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58710452.000000 Penalty: 59583.597656
Iteration 29Q: 19 clusters Score -5.871045e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 18408 members 
Mstep: Class 4 contains 66484 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 7873 members 
Mstep: Class 7 contains 18470 members 
Mstep: Class 8 contains 28432 members 
Mstep: Class 9 contains 14559 members 
Mstep: Class 10 contains 34094 members 
Mstep: Class 11 contains 26756 members 
Mstep: Class 12 contains 23237 members 
Mstep: Class 13 contains 20641 members 
Mstep: Class 14 contains 133120 members 
Mstep: Class 15 contains 73969 members 
Mstep: Class 17 contains 69516 members 
Mstep: Class 18 contains 22400 members 
Mstep: Class 19 contains 22474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58710736.000000 Penalty: 59583.597656
Iteration 30Q: 19 clusters Score -5.871074e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 12190 members 
Mstep: Class 3 contains 18384 members 
Mstep: Class 4 contains 66512 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 7 contains 18467 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 14577 members 
Mstep: Class 10 contains 33914 members 
Mstep: Class 11 contains 26734 members 
Mstep: Class 12 contains 23077 members 
Mstep: Class 13 contains 20481 members 
Mstep: Class 14 contains 134092 members 
Mstep: Class 15 contains 74138 members 
Mstep: Class 17 contains 68779 members 
Mstep: Class 18 contains 22584 members 
Mstep: Class 19 contains 22469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711104.000000 Penalty: 59583.597656
Iteration 31Q: 19 clusters Score -5.87111e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 66530 members 
Mstep: Class 5 contains 9036 members 
Mstep: Class 6 contains 7822 members 
Mstep: Class 7 contains 18474 members 
Mstep: Class 8 contains 28473 members 
Mstep: Class 9 contains 14585 members 
Mstep: Class 10 contains 33764 members 
Mstep: Class 11 contains 26710 members 
Mstep: Class 12 contains 22902 members 
Mstep: Class 13 contains 20335 members 
Mstep: Class 14 contains 134970 members 
Mstep: Class 15 contains 74331 members 
Mstep: Class 17 contains 68055 members 
Mstep: Class 18 contains 22763 members 
Mstep: Class 19 contains 22472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711232.000000 Penalty: 59583.597656
Iteration 32Q: 19 clusters Score -5.871123e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 12194 members 
Mstep: Class 3 contains 18358 members 
Mstep: Class 4 contains 66539 members 
Mstep: Class 5 contains 9015 members 
Mstep: Class 6 contains 7800 members 
Mstep: Class 7 contains 18476 members 
Mstep: Class 8 contains 28486 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 33624 members 
Mstep: Class 11 contains 26693 members 
Mstep: Class 12 contains 22750 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 135801 members 
Mstep: Class 15 contains 74540 members 
Mstep: Class 17 contains 67334 members 
Mstep: Class 18 contains 22931 members 
Mstep: Class 19 contains 22457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711336.000000 Penalty: 59583.597656
Iteration 33Q: 19 clusters Score -5.871134e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 12194 members 
Mstep: Class 3 contains 18346 members 
Mstep: Class 4 contains 66547 members 
Mstep: Class 5 contains 8984 members 
Mstep: Class 6 contains 7782 members 
Mstep: Class 7 contains 18505 members 
Mstep: Class 8 contains 28495 members 
Mstep: Class 9 contains 14602 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 22619 members 
Mstep: Class 13 contains 20118 members 
Mstep: Class 14 contains 136529 members 
Mstep: Class 15 contains 74756 members 
Mstep: Class 17 contains 66650 members 
Mstep: Class 18 contains 23104 members 
Mstep: Class 19 contains 22425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711616.000000 Penalty: 59583.597656
Iteration 34Q: 19 clusters Score -5.871162e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 12201 members 
Mstep: Class 3 contains 18332 members 
Mstep: Class 4 contains 66557 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 18521 members 
Mstep: Class 8 contains 28506 members 
Mstep: Class 9 contains 14609 members 
Mstep: Class 10 contains 33297 members 
Mstep: Class 11 contains 26675 members 
Mstep: Class 12 contains 22479 members 
Mstep: Class 13 contains 20049 members 
Mstep: Class 14 contains 137278 members 
Mstep: Class 15 contains 74973 members 
Mstep: Class 17 contains 65954 members 
Mstep: Class 18 contains 23266 members 
Mstep: Class 19 contains 22393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711700.000000 Penalty: 59583.597656
Iteration 35Q: 19 clusters Score -5.87117e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 18322 members 
Mstep: Class 4 contains 66560 members 
Mstep: Class 5 contains 8950 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 18528 members 
Mstep: Class 8 contains 28486 members 
Mstep: Class 9 contains 14611 members 
Mstep: Class 10 contains 33144 members 
Mstep: Class 11 contains 26651 members 
Mstep: Class 12 contains 22360 members 
Mstep: Class 13 contains 19984 members 
Mstep: Class 14 contains 137981 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 17 contains 65275 members 
Mstep: Class 18 contains 23440 members 
Mstep: Class 19 contains 22373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711784.000000 Penalty: 59583.597656
Iteration 36Q: 19 clusters Score -5.871178e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 18316 members 
Mstep: Class 4 contains 66559 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 18527 members 
Mstep: Class 8 contains 28450 members 
Mstep: Class 9 contains 14617 members 
Mstep: Class 10 contains 32986 members 
Mstep: Class 11 contains 26645 members 
Mstep: Class 12 contains 22238 members 
Mstep: Class 13 contains 19932 members 
Mstep: Class 14 contains 138645 members 
Mstep: Class 15 contains 75462 members 
Mstep: Class 17 contains 64626 members 
Mstep: Class 18 contains 23583 members 
Mstep: Class 19 contains 22360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58711856.000000 Penalty: 59583.597656
Iteration 37Q: 19 clusters Score -5.871186e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 18306 members 
Mstep: Class 4 contains 66558 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 18525 members 
Mstep: Class 8 contains 28427 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 32844 members 
Mstep: Class 11 contains 26627 members 
Mstep: Class 12 contains 22135 members 
Mstep: Class 13 contains 19888 members 
Mstep: Class 14 contains 139235 members 
Mstep: Class 15 contains 75695 members 
Mstep: Class 17 contains 64038 members 
Mstep: Class 18 contains 23715 members 
Mstep: Class 19 contains 22359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58712036.000000 Penalty: 59583.597656
Iteration 38Q: 19 clusters Score -5.871204e+07 nChanged 1360
Entering ConstructFrom: 
Score: -58712036.000000 Penalty: 59583.597656
Entering ConstructFrom: 
Trying to split cluster 1 (24498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Entering Unmasked Estep 
Score: -2239472.000000 Penalty: 2506.374023
	Iteration 0F: 2 clusters Score -2239472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2222810.500000 Penalty: 5012.748047
	Iteration 0F: 3 clusters Score -2222810 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2231175.000000 Penalty: 5012.748047
	Iteration 1F: 3 clusters Score -2231175 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2235664.750000 Penalty: 5012.748047
	Iteration 2F: 3 clusters Score -2235665 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2240206.750000 Penalty: 5012.748047
	Iteration 3F: 3 clusters Score -2240207 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2243088.500000 Penalty: 5012.748047
	Iteration 4F: 3 clusters Score -2243088 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2244756.250000 Penalty: 5012.748047
	Iteration 5F: 3 clusters Score -2244756 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2245591.500000 Penalty: 5012.748047
	Iteration 6Q: 3 clusters Score -2245592 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2245961.000000 Penalty: 5012.748047
	Iteration 7Q: 3 clusters Score -2245961 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2246151.750000 Penalty: 5012.748047
	Iteration 8Q: 3 clusters Score -2246152 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2246238.500000 Penalty: 5012.748047
	Iteration 9Q: 3 clusters Score -2246238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2246300.500000 Penalty: 5012.748047
	Iteration 10Q: 3 clusters Score -2246300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2246336.250000 Penalty: 5012.748047
	Iteration 11Q: 3 clusters Score -2246336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2246356.500000 Penalty: 5012.748047
	Iteration 12Q: 3 clusters Score -2246356 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2246403.250000 Penalty: 5012.748047
	Iteration 13Q: 3 clusters Score -2246403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2246450.500000 Penalty: 5012.748047
	Iteration 14Q: 3 clusters Score -2246450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2246529.750000 Penalty: 5012.748047
	Iteration 15Q: 3 clusters Score -2246530 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2246631.250000 Penalty: 5012.748047
	Iteration 16Q: 3 clusters Score -2246631 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2246751.000000 Penalty: 5012.748047
	Iteration 17Q: 3 clusters Score -2246751 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2246888.250000 Penalty: 5012.748047
	Iteration 18Q: 3 clusters Score -2246888 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2247065.250000 Penalty: 5012.748047
	Iteration 19Q: 3 clusters Score -2247065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2247223.500000 Penalty: 5012.748047
	Iteration 20F: 3 clusters Score -2247224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2247332.750000 Penalty: 5012.748047
	Iteration 21Q: 3 clusters Score -2247333 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2247394.500000 Penalty: 5012.748047
	Iteration 22Q: 3 clusters Score -2247394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2247412.000000 Penalty: 5012.748047
	Iteration 23Q: 3 clusters Score -2247412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2247420.500000 Penalty: 5012.748047
	Iteration 24Q: 3 clusters Score -2247420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2247432.750000 Penalty: 5012.748047
	Iteration 25Q: 3 clusters Score -2247433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2247449.000000 Penalty: 5012.748047
	Iteration 26Q: 3 clusters Score -2247449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2247445.750000 Penalty: 5012.748047
	Iteration 27Q: 3 clusters Score -2247446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2247457.750000 Penalty: 5012.748047
	Iteration 28Q: 3 clusters Score -2247458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2247451.500000 Penalty: 5012.748047
	Iteration 29Q: 3 clusters Score -2247452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2247453.250000 Penalty: 5012.748047
	Iteration 30Q: 3 clusters Score -2247453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2247462.250000 Penalty: 5012.748047
	Iteration 31Q: 3 clusters Score -2247462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2247461.250000 Penalty: 5012.748047
	Iteration 32Q: 3 clusters Score -2247461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2247460.500000 Penalty: 5012.748047
	Iteration 33Q: 3 clusters Score -2247460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2247454.250000 Penalty: 5012.748047
	Iteration 34Q: 3 clusters Score -2247454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2247461.500000 Penalty: 5012.748047
	Iteration 35Q: 3 clusters Score -2247462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2247463.000000 Penalty: 5012.748047
	Iteration 36Q: 3 clusters Score -2247463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2247462.250000 Penalty: 5012.748047
	Iteration 37Q: 3 clusters Score -2247462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2247460.000000 Penalty: 5012.748047
	Iteration 38Q: 3 clusters Score -2247460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2247464.500000 Penalty: 5012.748047
	Iteration 39Q: 3 clusters Score -2247464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2247460.750000 Penalty: 5012.748047
	Iteration 40F: 3 clusters Score -2247461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2247461.250000 Penalty: 5012.748047
	Iteration 41Q: 3 clusters Score -2247461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2247461.250000 Penalty: 5012.748047
	Iteration 42F: 3 clusters Score -2247461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 66560 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 18524 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Entering Unmasked Estep 
Score: -58719072.000000 Penalty: 62893.796875
Splitting cluster 1 changes total score from -58712036.000000 to -58719072.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (12212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Entering Unmasked Estep 
Score: -1102383.625000 Penalty: 2333.723145
	Iteration 0F: 2 clusters Score -1102384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1093258.625000 Penalty: 4667.446289
	Iteration 0F: 3 clusters Score -1093259 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1096457.625000 Penalty: 4667.446289
	Iteration 1F: 3 clusters Score -1096458 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1097662.375000 Penalty: 4667.446289
	Iteration 2F: 3 clusters Score -1097662 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1099710.000000 Penalty: 4667.446289
	Iteration 3F: 3 clusters Score -1099710 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1101669.250000 Penalty: 4667.446289
	Iteration 4F: 3 clusters Score -1101669 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1102815.250000 Penalty: 4667.446289
	Iteration 5F: 3 clusters Score -1102815 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1103411.750000 Penalty: 4667.446289
	Iteration 6F: 3 clusters Score -1103412 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1103773.375000 Penalty: 4667.446289
	Iteration 7Q: 3 clusters Score -1103773 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1104011.125000 Penalty: 4667.446289
	Iteration 8Q: 3 clusters Score -1104011 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1104190.750000 Penalty: 4667.446289
	Iteration 9Q: 3 clusters Score -1104191 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1104289.125000 Penalty: 4667.446289
	Iteration 10Q: 3 clusters Score -1104289 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1104361.500000 Penalty: 4667.446289
	Iteration 11Q: 3 clusters Score -1104362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1104410.125000 Penalty: 4667.446289
	Iteration 12Q: 3 clusters Score -1104410 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1104435.875000 Penalty: 4667.446289
	Iteration 13Q: 3 clusters Score -1104436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1104458.750000 Penalty: 4667.446289
	Iteration 14Q: 3 clusters Score -1104459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1104475.750000 Penalty: 4667.446289
	Iteration 15Q: 3 clusters Score -1104476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1104490.500000 Penalty: 4667.446289
	Iteration 16Q: 3 clusters Score -1104490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1104505.250000 Penalty: 4667.446289
	Iteration 17Q: 3 clusters Score -1104505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1104516.125000 Penalty: 4667.446289
	Iteration 18Q: 3 clusters Score -1104516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1104526.875000 Penalty: 4667.446289
	Iteration 19Q: 3 clusters Score -1104527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1104535.500000 Penalty: 4667.446289
	Iteration 20F: 3 clusters Score -1104536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1104549.375000 Penalty: 4667.446289
	Iteration 21Q: 3 clusters Score -1104549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1104559.375000 Penalty: 4667.446289
	Iteration 22Q: 3 clusters Score -1104559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1104569.250000 Penalty: 4667.446289
	Iteration 23Q: 3 clusters Score -1104569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1104581.125000 Penalty: 4667.446289
	Iteration 24Q: 3 clusters Score -1104581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1104598.125000 Penalty: 4667.446289
	Iteration 25Q: 3 clusters Score -1104598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1104611.750000 Penalty: 4667.446289
	Iteration 26Q: 3 clusters Score -1104612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1104634.500000 Penalty: 4667.446289
	Iteration 27Q: 3 clusters Score -1104634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1104652.875000 Penalty: 4667.446289
	Iteration 28Q: 3 clusters Score -1104653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1104660.625000 Penalty: 4667.446289
	Iteration 29Q: 3 clusters Score -1104661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1104676.250000 Penalty: 4667.446289
	Iteration 30Q: 3 clusters Score -1104676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1104694.125000 Penalty: 4667.446289
	Iteration 31Q: 3 clusters Score -1104694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1104704.625000 Penalty: 4667.446289
	Iteration 32Q: 3 clusters Score -1104705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1104722.125000 Penalty: 4667.446289
	Iteration 33Q: 3 clusters Score -1104722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1104745.500000 Penalty: 4667.446289
	Iteration 34Q: 3 clusters Score -1104746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1104768.000000 Penalty: 4667.446289
	Iteration 35Q: 3 clusters Score -1104768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1104796.250000 Penalty: 4667.446289
	Iteration 36Q: 3 clusters Score -1104796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1104815.375000 Penalty: 4667.446289
	Iteration 37Q: 3 clusters Score -1104815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1104832.750000 Penalty: 4667.446289
	Iteration 38Q: 3 clusters Score -1104833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1104846.375000 Penalty: 4667.446289
	Iteration 39Q: 3 clusters Score -1104846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1104857.000000 Penalty: 4667.446289
	Iteration 40F: 3 clusters Score -1104857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1104866.750000 Penalty: 4667.446289
	Iteration 41Q: 3 clusters Score -1104867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1104871.750000 Penalty: 4667.446289
	Iteration 42Q: 3 clusters Score -1104872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1104884.750000 Penalty: 4667.446289
	Iteration 43Q: 3 clusters Score -1104885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1104890.625000 Penalty: 4667.446289
	Iteration 44Q: 3 clusters Score -1104891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1104895.000000 Penalty: 4667.446289
	Iteration 45Q: 3 clusters Score -1104895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1104902.750000 Penalty: 4667.446289
	Iteration 46Q: 3 clusters Score -1104903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1104908.625000 Penalty: 4667.446289
	Iteration 47Q: 3 clusters Score -1104909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1104914.000000 Penalty: 4667.446289
	Iteration 48Q: 3 clusters Score -1104914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1104914.000000 Penalty: 4667.446289
	Iteration 49Q: 3 clusters Score -1104914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1104916.875000 Penalty: 4667.446289
	Iteration 50Q: 3 clusters Score -1104917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1104917.000000 Penalty: 4667.446289
	Iteration 51Q: 3 clusters Score -1104917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1104918.250000 Penalty: 4667.446289
	Iteration 52Q: 3 clusters Score -1104918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1104917.750000 Penalty: 4667.446289
	Iteration 53Q: 3 clusters Score -1104918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1104918.500000 Penalty: 4667.446289
	Iteration 54Q: 3 clusters Score -1104918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1104917.375000 Penalty: 4667.446289
	Iteration 55Q: 3 clusters Score -1104917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1104916.875000 Penalty: 4667.446289
	Iteration 56Q: 3 clusters Score -1104917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1104919.875000 Penalty: 4667.446289
	Iteration 57Q: 3 clusters Score -1104920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1104920.375000 Penalty: 4667.446289
	Iteration 58Q: 3 clusters Score -1104920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1104922.750000 Penalty: 4667.446289
	Iteration 59Q: 3 clusters Score -1104923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1104927.500000 Penalty: 4667.446289
	Iteration 60F: 3 clusters Score -1104928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1104925.625000 Penalty: 4667.446289
	Iteration 61Q: 3 clusters Score -1104926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1104930.375000 Penalty: 4667.446289
	Iteration 62Q: 3 clusters Score -1104930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1104931.250000 Penalty: 4667.446289
	Iteration 63Q: 3 clusters Score -1104931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1104931.000000 Penalty: 4667.446289
	Iteration 64Q: 3 clusters Score -1104931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1104932.875000 Penalty: 4667.446289
	Iteration 65Q: 3 clusters Score -1104933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1104934.625000 Penalty: 4667.446289
	Iteration 66Q: 3 clusters Score -1104935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1104932.875000 Penalty: 4667.446289
	Iteration 67Q: 3 clusters Score -1104933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1104935.875000 Penalty: 4667.446289
	Iteration 68Q: 3 clusters Score -1104936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1104936.875000 Penalty: 4667.446289
	Iteration 69Q: 3 clusters Score -1104937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1104935.375000 Penalty: 4667.446289
	Iteration 70Q: 3 clusters Score -1104935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1104934.375000 Penalty: 4667.446289
	Iteration 71Q: 3 clusters Score -1104934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1104934.375000 Penalty: 4667.446289
	Iteration 72F: 3 clusters Score -1104934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 66560 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 18524 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Entering Unmasked Estep 
Score: -58720432.000000 Penalty: 66204.000000
Splitting cluster 2 changes total score from -58712036.000000 to -58720432.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (18297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Entering Unmasked Estep 
Score: -1687860.000000 Penalty: 2433.994141
	Iteration 0F: 2 clusters Score -1687860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1675085.875000 Penalty: 4867.988281
	Iteration 0F: 3 clusters Score -1675086 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1680527.625000 Penalty: 4867.988281
	Iteration 1F: 3 clusters Score -1680528 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1682272.000000 Penalty: 4867.988281
	Iteration 2F: 3 clusters Score -1682272 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1683870.750000 Penalty: 4867.988281
	Iteration 3F: 3 clusters Score -1683871 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1686187.250000 Penalty: 4867.988281
	Iteration 4F: 3 clusters Score -1686187 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1688803.500000 Penalty: 4867.988281
	Iteration 5F: 3 clusters Score -1688804 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1690252.250000 Penalty: 4867.988281
	Iteration 6F: 3 clusters Score -1690252 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1691038.750000 Penalty: 4867.988281
	Iteration 7F: 3 clusters Score -1691039 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1691831.375000 Penalty: 4867.988281
	Iteration 8F: 3 clusters Score -1691831 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1692834.000000 Penalty: 4867.988281
	Iteration 9F: 3 clusters Score -1692834 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1693945.125000 Penalty: 4867.988281
	Iteration 10F: 3 clusters Score -1693945 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1694786.625000 Penalty: 4867.988281
	Iteration 11Q: 3 clusters Score -1694787 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1695243.500000 Penalty: 4867.988281
	Iteration 12Q: 3 clusters Score -1695244 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1695536.000000 Penalty: 4867.988281
	Iteration 13Q: 3 clusters Score -1695536 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1695708.625000 Penalty: 4867.988281
	Iteration 14Q: 3 clusters Score -1695709 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1695816.500000 Penalty: 4867.988281
	Iteration 15Q: 3 clusters Score -1695816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1695892.750000 Penalty: 4867.988281
	Iteration 16Q: 3 clusters Score -1695893 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1695950.000000 Penalty: 4867.988281
	Iteration 17Q: 3 clusters Score -1695950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1696012.375000 Penalty: 4867.988281
	Iteration 18Q: 3 clusters Score -1696012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1696052.750000 Penalty: 4867.988281
	Iteration 19Q: 3 clusters Score -1696053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1696116.375000 Penalty: 4867.988281
	Iteration 20F: 3 clusters Score -1696116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1696181.250000 Penalty: 4867.988281
	Iteration 21Q: 3 clusters Score -1696181 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1696264.875000 Penalty: 4867.988281
	Iteration 22Q: 3 clusters Score -1696265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1696326.625000 Penalty: 4867.988281
	Iteration 23Q: 3 clusters Score -1696327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1696394.375000 Penalty: 4867.988281
	Iteration 24Q: 3 clusters Score -1696394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1696452.750000 Penalty: 4867.988281
	Iteration 25Q: 3 clusters Score -1696453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1696499.125000 Penalty: 4867.988281
	Iteration 26Q: 3 clusters Score -1696499 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1696537.250000 Penalty: 4867.988281
	Iteration 27Q: 3 clusters Score -1696537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1696554.875000 Penalty: 4867.988281
	Iteration 28Q: 3 clusters Score -1696555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1696580.250000 Penalty: 4867.988281
	Iteration 29Q: 3 clusters Score -1696580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1696594.375000 Penalty: 4867.988281
	Iteration 30Q: 3 clusters Score -1696594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1696610.375000 Penalty: 4867.988281
	Iteration 31Q: 3 clusters Score -1696610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1696619.875000 Penalty: 4867.988281
	Iteration 32Q: 3 clusters Score -1696620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1696620.125000 Penalty: 4867.988281
	Iteration 33Q: 3 clusters Score -1696620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1696628.375000 Penalty: 4867.988281
	Iteration 34Q: 3 clusters Score -1696628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1696631.375000 Penalty: 4867.988281
	Iteration 35Q: 3 clusters Score -1696631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1696639.000000 Penalty: 4867.988281
	Iteration 36Q: 3 clusters Score -1696639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1696643.250000 Penalty: 4867.988281
	Iteration 37Q: 3 clusters Score -1696643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1696652.750000 Penalty: 4867.988281
	Iteration 38Q: 3 clusters Score -1696653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1696658.000000 Penalty: 4867.988281
	Iteration 39Q: 3 clusters Score -1696658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1696666.375000 Penalty: 4867.988281
	Iteration 40F: 3 clusters Score -1696666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1696683.125000 Penalty: 4867.988281
	Iteration 41Q: 3 clusters Score -1696683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1696692.250000 Penalty: 4867.988281
	Iteration 42Q: 3 clusters Score -1696692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1696694.625000 Penalty: 4867.988281
	Iteration 43Q: 3 clusters Score -1696695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1696704.500000 Penalty: 4867.988281
	Iteration 44Q: 3 clusters Score -1696704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1696735.125000 Penalty: 4867.988281
	Iteration 45Q: 3 clusters Score -1696735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1696774.125000 Penalty: 4867.988281
	Iteration 46Q: 3 clusters Score -1696774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1696833.625000 Penalty: 4867.988281
	Iteration 47Q: 3 clusters Score -1696834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1696930.250000 Penalty: 4867.988281
	Iteration 48Q: 3 clusters Score -1696930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1697093.625000 Penalty: 4867.988281
	Iteration 49Q: 3 clusters Score -1697094 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1697387.500000 Penalty: 4867.988281
	Iteration 50Q: 3 clusters Score -1697388 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1697523.875000 Penalty: 4867.988281
	Iteration 51Q: 3 clusters Score -1697524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1697578.250000 Penalty: 4867.988281
	Iteration 52Q: 3 clusters Score -1697578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1697589.625000 Penalty: 4867.988281
	Iteration 53Q: 3 clusters Score -1697590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1697590.125000 Penalty: 4867.988281
	Iteration 54Q: 3 clusters Score -1697590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1697597.500000 Penalty: 4867.988281
	Iteration 55Q: 3 clusters Score -1697598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1697597.375000 Penalty: 4867.988281
	Iteration 56Q: 3 clusters Score -1697597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1697598.250000 Penalty: 4867.988281
	Iteration 57Q: 3 clusters Score -1697598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1697597.375000 Penalty: 4867.988281
	Iteration 58Q: 3 clusters Score -1697597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1697599.625000 Penalty: 4867.988281
	Iteration 59Q: 3 clusters Score -1697600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1697599.625000 Penalty: 4867.988281
	Iteration 60F: 3 clusters Score -1697600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 66560 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 18524 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Entering Unmasked Estep 
Score: -58729040.000000 Penalty: 69514.195312
Splitting cluster 3 changes total score from -58712036.000000 to -58729040.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (66560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Entering Unmasked Estep 
Score: -6642811.500000 Penalty: 2754.252930
	Iteration 0F: 2 clusters Score -6642812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -6598255.500000 Penalty: 5508.505859
	Iteration 0F: 3 clusters Score -6598256 nChanged 31177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -6617042.500000 Penalty: 5508.505859
	Iteration 1F: 3 clusters Score -6617042 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -6621224.000000 Penalty: 5508.505859
	Iteration 2F: 3 clusters Score -6621224 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6626307.000000 Penalty: 5508.505859
	Iteration 3F: 3 clusters Score -6626307 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -6630397.500000 Penalty: 5508.505859
	Iteration 4F: 3 clusters Score -6630398 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -6634156.500000 Penalty: 5508.505859
	Iteration 5F: 3 clusters Score -6634156 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -6637125.000000 Penalty: 5508.505859
	Iteration 6F: 3 clusters Score -6637125 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -6639189.500000 Penalty: 5508.505859
	Iteration 7F: 3 clusters Score -6639190 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -6640490.500000 Penalty: 5508.505859
	Iteration 8Q: 3 clusters Score -6640490 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6641299.000000 Penalty: 5508.505859
	Iteration 9Q: 3 clusters Score -6641299 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -6641898.500000 Penalty: 5508.505859
	Iteration 10Q: 3 clusters Score -6641898 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6642419.500000 Penalty: 5508.505859
	Iteration 11Q: 3 clusters Score -6642420 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -6642887.500000 Penalty: 5508.505859
	Iteration 12Q: 3 clusters Score -6642888 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -6643335.000000 Penalty: 5508.505859
	Iteration 13Q: 3 clusters Score -6643335 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -6643771.500000 Penalty: 5508.505859
	Iteration 14Q: 3 clusters Score -6643772 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -6644120.000000 Penalty: 5508.505859
	Iteration 15Q: 3 clusters Score -6644120 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -6644440.500000 Penalty: 5508.505859
	Iteration 16Q: 3 clusters Score -6644440 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -6644750.000000 Penalty: 5508.505859
	Iteration 17Q: 3 clusters Score -6644750 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -6645083.500000 Penalty: 5508.505859
	Iteration 18Q: 3 clusters Score -6645084 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6645424.500000 Penalty: 5508.505859
	Iteration 19Q: 3 clusters Score -6645424 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -6645908.000000 Penalty: 5508.505859
	Iteration 20F: 3 clusters Score -6645908 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -6646427.500000 Penalty: 5508.505859
	Iteration 21Q: 3 clusters Score -6646428 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -6647211.500000 Penalty: 5508.505859
	Iteration 22Q: 3 clusters Score -6647212 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -6648313.000000 Penalty: 5508.505859
	Iteration 23Q: 3 clusters Score -6648313 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -6650296.000000 Penalty: 5508.505859
	Iteration 24Q: 3 clusters Score -6650296 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -6652692.000000 Penalty: 5508.505859
	Iteration 25Q: 3 clusters Score -6652692 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -6653688.500000 Penalty: 5508.505859
	Iteration 26Q: 3 clusters Score -6653688 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -6654194.500000 Penalty: 5508.505859
	Iteration 27Q: 3 clusters Score -6654194 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -6654335.000000 Penalty: 5508.505859
	Iteration 28Q: 3 clusters Score -6654335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -6654349.500000 Penalty: 5508.505859
	Iteration 29Q: 3 clusters Score -6654350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -6654350.500000 Penalty: 5508.505859
	Iteration 30Q: 3 clusters Score -6654350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -6654342.500000 Penalty: 5508.505859
	Iteration 31Q: 3 clusters Score -6654342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -6654349.000000 Penalty: 5508.505859
	Iteration 32Q: 3 clusters Score -6654349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -6654343.000000 Penalty: 5508.505859
	Iteration 33Q: 3 clusters Score -6654343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -6654343.000000 Penalty: 5508.505859
	Iteration 34F: 3 clusters Score -6654343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 18524 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Entering Unmasked Estep 
Score: -58739968.000000 Penalty: 72824.398438
Splitting cluster 4 changes total score from -58712036.000000 to -58739968.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -854475.875000 Penalty: 2255.625977
	Iteration 0F: 2 clusters Score -854475.9 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 4514 members 
Entering Unmasked Estep 
Score: -847524.562500 Penalty: 4511.251953
	Iteration 0F: 3 clusters Score -847524.6 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -849604.625000 Penalty: 4511.251953
	Iteration 1F: 3 clusters Score -849604.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -850127.062500 Penalty: 4511.251953
	Iteration 2F: 3 clusters Score -850127.1 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -850892.062500 Penalty: 4511.251953
	Iteration 3F: 3 clusters Score -850892.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -851876.875000 Penalty: 4511.251953
	Iteration 4F: 3 clusters Score -851876.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -852937.562500 Penalty: 4511.251953
	Iteration 5F: 3 clusters Score -852937.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -853737.125000 Penalty: 4511.251953
	Iteration 6F: 3 clusters Score -853737.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -854189.187500 Penalty: 4511.251953
	Iteration 7F: 3 clusters Score -854189.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -854440.812500 Penalty: 4511.251953
	Iteration 8Q: 3 clusters Score -854440.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -854568.937500 Penalty: 4511.251953
	Iteration 9Q: 3 clusters Score -854568.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -854638.687500 Penalty: 4511.251953
	Iteration 10Q: 3 clusters Score -854638.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -854668.500000 Penalty: 4511.251953
	Iteration 11Q: 3 clusters Score -854668.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -854684.812500 Penalty: 4511.251953
	Iteration 12Q: 3 clusters Score -854684.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -854697.062500 Penalty: 4511.251953
	Iteration 13Q: 3 clusters Score -854697.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -854708.625000 Penalty: 4511.251953
	Iteration 14Q: 3 clusters Score -854708.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -854727.375000 Penalty: 4511.251953
	Iteration 15Q: 3 clusters Score -854727.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -854741.312500 Penalty: 4511.251953
	Iteration 16Q: 3 clusters Score -854741.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -854755.312500 Penalty: 4511.251953
	Iteration 17Q: 3 clusters Score -854755.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -854758.125000 Penalty: 4511.251953
	Iteration 18Q: 3 clusters Score -854758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -854761.812500 Penalty: 4511.251953
	Iteration 19Q: 3 clusters Score -854761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -854762.812500 Penalty: 4511.251953
	Iteration 20F: 3 clusters Score -854762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -854765.375000 Penalty: 4511.251953
	Iteration 21Q: 3 clusters Score -854765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -854765.125000 Penalty: 4511.251953
	Iteration 22Q: 3 clusters Score -854765.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -854765.125000 Penalty: 4511.251953
	Iteration 23F: 3 clusters Score -854765.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 18524 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Entering Unmasked Estep 
Score: -58739204.000000 Penalty: 76134.593750
Splitting cluster 5 changes total score from -58712036.000000 to -58739204.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -594920.687500 Penalty: 2219.023682
	Iteration 0F: 2 clusters Score -594920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -588888.812500 Penalty: 4438.047363
	Iteration 0F: 3 clusters Score -588888.8 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -592417.437500 Penalty: 4438.047363
	Iteration 1F: 3 clusters Score -592417.4 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -594971.812500 Penalty: 4438.047363
	Iteration 2F: 3 clusters Score -594971.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -596850.250000 Penalty: 4438.047363
	Iteration 3F: 3 clusters Score -596850.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -597878.812500 Penalty: 4438.047363
	Iteration 4F: 3 clusters Score -597878.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -598560.125000 Penalty: 4438.047363
	Iteration 5F: 3 clusters Score -598560.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -599079.437500 Penalty: 4438.047363
	Iteration 6Q: 3 clusters Score -599079.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -599484.375000 Penalty: 4438.047363
	Iteration 7Q: 3 clusters Score -599484.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -599788.312500 Penalty: 4438.047363
	Iteration 8Q: 3 clusters Score -599788.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -600039.187500 Penalty: 4438.047363
	Iteration 9Q: 3 clusters Score -600039.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -600205.625000 Penalty: 4438.047363
	Iteration 10Q: 3 clusters Score -600205.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -600308.062500 Penalty: 4438.047363
	Iteration 11Q: 3 clusters Score -600308.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -600370.625000 Penalty: 4438.047363
	Iteration 12Q: 3 clusters Score -600370.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -600410.062500 Penalty: 4438.047363
	Iteration 13Q: 3 clusters Score -600410.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -600449.000000 Penalty: 4438.047363
	Iteration 14Q: 3 clusters Score -600449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -600475.937500 Penalty: 4438.047363
	Iteration 15Q: 3 clusters Score -600475.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -600511.625000 Penalty: 4438.047363
	Iteration 16Q: 3 clusters Score -600511.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -600528.437500 Penalty: 4438.047363
	Iteration 17Q: 3 clusters Score -600528.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -600553.875000 Penalty: 4438.047363
	Iteration 18Q: 3 clusters Score -600553.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -600577.562500 Penalty: 4438.047363
	Iteration 19Q: 3 clusters Score -600577.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -600619.937500 Penalty: 4438.047363
	Iteration 20F: 3 clusters Score -600619.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -600680.812500 Penalty: 4438.047363
	Iteration 21Q: 3 clusters Score -600680.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -600754.187500 Penalty: 4438.047363
	Iteration 22Q: 3 clusters Score -600754.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -600830.937500 Penalty: 4438.047363
	Iteration 23Q: 3 clusters Score -600830.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -600920.437500 Penalty: 4438.047363
	Iteration 24Q: 3 clusters Score -600920.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -601007.000000 Penalty: 4438.047363
	Iteration 25Q: 3 clusters Score -601007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -601066.625000 Penalty: 4438.047363
	Iteration 26Q: 3 clusters Score -601066.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -601113.625000 Penalty: 4438.047363
	Iteration 27Q: 3 clusters Score -601113.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -601173.312500 Penalty: 4438.047363
	Iteration 28Q: 3 clusters Score -601173.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -601221.812500 Penalty: 4438.047363
	Iteration 29Q: 3 clusters Score -601221.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -601291.562500 Penalty: 4438.047363
	Iteration 30Q: 3 clusters Score -601291.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -601334.000000 Penalty: 4438.047363
	Iteration 31Q: 3 clusters Score -601334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -601362.812500 Penalty: 4438.047363
	Iteration 32Q: 3 clusters Score -601362.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -601414.125000 Penalty: 4438.047363
	Iteration 33Q: 3 clusters Score -601414.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -601434.250000 Penalty: 4438.047363
	Iteration 34Q: 3 clusters Score -601434.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -601486.125000 Penalty: 4438.047363
	Iteration 35Q: 3 clusters Score -601486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -601522.500000 Penalty: 4438.047363
	Iteration 36Q: 3 clusters Score -601522.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -601549.437500 Penalty: 4438.047363
	Iteration 37Q: 3 clusters Score -601549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -601589.687500 Penalty: 4438.047363
	Iteration 38Q: 3 clusters Score -601589.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -601623.937500 Penalty: 4438.047363
	Iteration 39Q: 3 clusters Score -601623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -601732.312500 Penalty: 4438.047363
	Iteration 40F: 3 clusters Score -601732.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -601814.375000 Penalty: 4438.047363
	Iteration 41Q: 3 clusters Score -601814.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -601832.125000 Penalty: 4438.047363
	Iteration 42Q: 3 clusters Score -601832.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -601838.875000 Penalty: 4438.047363
	Iteration 43Q: 3 clusters Score -601838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -601839.625000 Penalty: 4438.047363
	Iteration 44Q: 3 clusters Score -601839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -601843.125000 Penalty: 4438.047363
	Iteration 45Q: 3 clusters Score -601843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -601842.875000 Penalty: 4438.047363
	Iteration 46Q: 3 clusters Score -601842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -601844.375000 Penalty: 4438.047363
	Iteration 47Q: 3 clusters Score -601844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -601844.375000 Penalty: 4438.047363
	Iteration 48F: 3 clusters Score -601844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 18524 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Entering Unmasked Estep 
Score: -58744836.000000 Penalty: 79444.796875
Splitting cluster 6 changes total score from -58712036.000000 to -58744836.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (18524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Entering Unmasked Estep 
Score: -1662289.000000 Penalty: 2437.052002
	Iteration 0F: 2 clusters Score -1662289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1649269.750000 Penalty: 4874.104004
	Iteration 0F: 3 clusters Score -1649270 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1655057.375000 Penalty: 4874.104004
	Iteration 1F: 3 clusters Score -1655057 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1657829.625000 Penalty: 4874.104004
	Iteration 2F: 3 clusters Score -1657830 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1661799.500000 Penalty: 4874.104004
	Iteration 3F: 3 clusters Score -1661800 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1665694.625000 Penalty: 4874.104004
	Iteration 4F: 3 clusters Score -1665695 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1667862.875000 Penalty: 4874.104004
	Iteration 5F: 3 clusters Score -1667863 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1668508.000000 Penalty: 4874.104004
	Iteration 6Q: 3 clusters Score -1668508 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1668693.000000 Penalty: 4874.104004
	Iteration 7Q: 3 clusters Score -1668693 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1668764.375000 Penalty: 4874.104004
	Iteration 8Q: 3 clusters Score -1668764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1668804.125000 Penalty: 4874.104004
	Iteration 9Q: 3 clusters Score -1668804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1668820.625000 Penalty: 4874.104004
	Iteration 10Q: 3 clusters Score -1668821 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1668840.125000 Penalty: 4874.104004
	Iteration 11Q: 3 clusters Score -1668840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1668850.375000 Penalty: 4874.104004
	Iteration 12Q: 3 clusters Score -1668850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1668852.250000 Penalty: 4874.104004
	Iteration 13Q: 3 clusters Score -1668852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1668854.500000 Penalty: 4874.104004
	Iteration 14Q: 3 clusters Score -1668854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1668855.375000 Penalty: 4874.104004
	Iteration 15Q: 3 clusters Score -1668855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1668860.375000 Penalty: 4874.104004
	Iteration 16Q: 3 clusters Score -1668860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1668861.375000 Penalty: 4874.104004
	Iteration 17Q: 3 clusters Score -1668861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1668859.875000 Penalty: 4874.104004
	Iteration 18Q: 3 clusters Score -1668860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1668859.000000 Penalty: 4874.104004
	Iteration 19Q: 3 clusters Score -1668859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1668861.500000 Penalty: 4874.104004
	Iteration 20F: 3 clusters Score -1668862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1668858.500000 Penalty: 4874.104004
	Iteration 21Q: 3 clusters Score -1668858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1668861.875000 Penalty: 4874.104004
	Iteration 22Q: 3 clusters Score -1668862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1668863.125000 Penalty: 4874.104004
	Iteration 23Q: 3 clusters Score -1668863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1668864.625000 Penalty: 4874.104004
	Iteration 24Q: 3 clusters Score -1668865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1668862.375000 Penalty: 4874.104004
	Iteration 25Q: 3 clusters Score -1668862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1668863.750000 Penalty: 4874.104004
	Iteration 26Q: 3 clusters Score -1668864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1668866.750000 Penalty: 4874.104004
	Iteration 27Q: 3 clusters Score -1668867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1668865.375000 Penalty: 4874.104004
	Iteration 28Q: 3 clusters Score -1668865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1668866.875000 Penalty: 4874.104004
	Iteration 29Q: 3 clusters Score -1668867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1668867.375000 Penalty: 4874.104004
	Iteration 30Q: 3 clusters Score -1668867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1668867.125000 Penalty: 4874.104004
	Iteration 31Q: 3 clusters Score -1668867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1668867.125000 Penalty: 4874.104004
	Iteration 32F: 3 clusters Score -1668867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 28403 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Entering Unmasked Estep 
Score: -58750464.000000 Penalty: 82754.992188
Splitting cluster 7 changes total score from -58712036.000000 to -58750464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (28403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Entering Unmasked Estep 
Score: -2561169.000000 Penalty: 2543.053955
	Iteration 0F: 2 clusters Score -2561169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2541645.500000 Penalty: 5086.107910
	Iteration 0F: 3 clusters Score -2541646 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2549061.000000 Penalty: 5086.107910
	Iteration 1F: 3 clusters Score -2549061 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2550694.750000 Penalty: 5086.107910
	Iteration 2F: 3 clusters Score -2550695 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2553566.750000 Penalty: 5086.107910
	Iteration 3F: 3 clusters Score -2553567 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2557003.250000 Penalty: 5086.107910
	Iteration 4F: 3 clusters Score -2557003 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2559617.750000 Penalty: 5086.107910
	Iteration 5F: 3 clusters Score -2559618 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2560966.500000 Penalty: 5086.107910
	Iteration 6F: 3 clusters Score -2560966 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2561606.500000 Penalty: 5086.107910
	Iteration 7Q: 3 clusters Score -2561606 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2561880.000000 Penalty: 5086.107910
	Iteration 8Q: 3 clusters Score -2561880 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2562012.750000 Penalty: 5086.107910
	Iteration 9Q: 3 clusters Score -2562013 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2562065.250000 Penalty: 5086.107910
	Iteration 10Q: 3 clusters Score -2562065 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2562089.250000 Penalty: 5086.107910
	Iteration 11Q: 3 clusters Score -2562089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2562118.750000 Penalty: 5086.107910
	Iteration 12Q: 3 clusters Score -2562119 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2562127.750000 Penalty: 5086.107910
	Iteration 13Q: 3 clusters Score -2562128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2562139.250000 Penalty: 5086.107910
	Iteration 14Q: 3 clusters Score -2562139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2562147.000000 Penalty: 5086.107910
	Iteration 15Q: 3 clusters Score -2562147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2562151.500000 Penalty: 5086.107910
	Iteration 16Q: 3 clusters Score -2562152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2562155.500000 Penalty: 5086.107910
	Iteration 17Q: 3 clusters Score -2562156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2562160.250000 Penalty: 5086.107910
	Iteration 18Q: 3 clusters Score -2562160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2562167.500000 Penalty: 5086.107910
	Iteration 19Q: 3 clusters Score -2562168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2562164.250000 Penalty: 5086.107910
	Iteration 20F: 3 clusters Score -2562164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2562164.250000 Penalty: 5086.107910
	Iteration 21Q: 3 clusters Score -2562164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2562159.250000 Penalty: 5086.107910
	Iteration 22Q: 3 clusters Score -2562159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2562162.000000 Penalty: 5086.107910
	Iteration 23Q: 3 clusters Score -2562162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2562164.000000 Penalty: 5086.107910
	Iteration 24Q: 3 clusters Score -2562164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2562164.000000 Penalty: 5086.107910
	Iteration 25Q: 3 clusters Score -2562164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2562169.500000 Penalty: 5086.107910
	Iteration 26Q: 3 clusters Score -2562170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2562170.250000 Penalty: 5086.107910
	Iteration 27Q: 3 clusters Score -2562170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2562171.500000 Penalty: 5086.107910
	Iteration 28Q: 3 clusters Score -2562172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2562170.000000 Penalty: 5086.107910
	Iteration 29Q: 3 clusters Score -2562170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2562174.000000 Penalty: 5086.107910
	Iteration 30Q: 3 clusters Score -2562174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2562174.000000 Penalty: 5086.107910
	Iteration 31F: 3 clusters Score -2562174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Entering Unmasked Estep 
Score: -58750852.000000 Penalty: 86065.195312
Splitting cluster 8 changes total score from -58712036.000000 to -58750852.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (14626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Entering Unmasked Estep 
Score: -1468975.750000 Penalty: 2378.458008
	Iteration 0F: 2 clusters Score -1468976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1458294.375000 Penalty: 4756.916016
	Iteration 0F: 3 clusters Score -1458294 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1461759.000000 Penalty: 4756.916016
	Iteration 1F: 3 clusters Score -1461759 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1462287.125000 Penalty: 4756.916016
	Iteration 2F: 3 clusters Score -1462287 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1462847.750000 Penalty: 4756.916016
	Iteration 3F: 3 clusters Score -1462848 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1463589.875000 Penalty: 4756.916016
	Iteration 4F: 3 clusters Score -1463590 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1464470.875000 Penalty: 4756.916016
	Iteration 5F: 3 clusters Score -1464471 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1465313.375000 Penalty: 4756.916016
	Iteration 6F: 3 clusters Score -1465313 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1465855.500000 Penalty: 4756.916016
	Iteration 7F: 3 clusters Score -1465856 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1466162.375000 Penalty: 4756.916016
	Iteration 8Q: 3 clusters Score -1466162 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1466345.000000 Penalty: 4756.916016
	Iteration 9Q: 3 clusters Score -1466345 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1466463.125000 Penalty: 4756.916016
	Iteration 10Q: 3 clusters Score -1466463 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1466548.375000 Penalty: 4756.916016
	Iteration 11Q: 3 clusters Score -1466548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1466599.375000 Penalty: 4756.916016
	Iteration 12Q: 3 clusters Score -1466599 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1466642.125000 Penalty: 4756.916016
	Iteration 13Q: 3 clusters Score -1466642 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1466688.125000 Penalty: 4756.916016
	Iteration 14Q: 3 clusters Score -1466688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1466730.125000 Penalty: 4756.916016
	Iteration 15Q: 3 clusters Score -1466730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1466767.250000 Penalty: 4756.916016
	Iteration 16Q: 3 clusters Score -1466767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1466802.250000 Penalty: 4756.916016
	Iteration 17Q: 3 clusters Score -1466802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1466856.125000 Penalty: 4756.916016
	Iteration 18Q: 3 clusters Score -1466856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1466909.750000 Penalty: 4756.916016
	Iteration 19Q: 3 clusters Score -1466910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1466960.375000 Penalty: 4756.916016
	Iteration 20F: 3 clusters Score -1466960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1467034.250000 Penalty: 4756.916016
	Iteration 21Q: 3 clusters Score -1467034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1467135.500000 Penalty: 4756.916016
	Iteration 22Q: 3 clusters Score -1467136 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1467230.500000 Penalty: 4756.916016
	Iteration 23Q: 3 clusters Score -1467230 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1467362.750000 Penalty: 4756.916016
	Iteration 24Q: 3 clusters Score -1467363 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1467535.000000 Penalty: 4756.916016
	Iteration 25Q: 3 clusters Score -1467535 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1467753.000000 Penalty: 4756.916016
	Iteration 26Q: 3 clusters Score -1467753 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1467986.625000 Penalty: 4756.916016
	Iteration 27Q: 3 clusters Score -1467987 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1468223.500000 Penalty: 4756.916016
	Iteration 28Q: 3 clusters Score -1468224 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1468415.000000 Penalty: 4756.916016
	Iteration 29Q: 3 clusters Score -1468415 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1468533.000000 Penalty: 4756.916016
	Iteration 30Q: 3 clusters Score -1468533 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1468628.875000 Penalty: 4756.916016
	Iteration 31Q: 3 clusters Score -1468629 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1468727.125000 Penalty: 4756.916016
	Iteration 32Q: 3 clusters Score -1468727 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1468832.625000 Penalty: 4756.916016
	Iteration 33Q: 3 clusters Score -1468833 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1468928.500000 Penalty: 4756.916016
	Iteration 34Q: 3 clusters Score -1468928 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1469053.250000 Penalty: 4756.916016
	Iteration 35Q: 3 clusters Score -1469053 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1469239.375000 Penalty: 4756.916016
	Iteration 36Q: 3 clusters Score -1469239 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1469487.250000 Penalty: 4756.916016
	Iteration 37Q: 3 clusters Score -1469487 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1469897.500000 Penalty: 4756.916016
	Iteration 38Q: 3 clusters Score -1469898 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1470492.375000 Penalty: 4756.916016
	Iteration 39Q: 3 clusters Score -1470492 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1471326.625000 Penalty: 4756.916016
	Iteration 40F: 3 clusters Score -1471327 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1472451.000000 Penalty: 4756.916016
	Iteration 41F: 3 clusters Score -1472451 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1473753.000000 Penalty: 4756.916016
	Iteration 42F: 3 clusters Score -1473753 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1474817.875000 Penalty: 4756.916016
	Iteration 43Q: 3 clusters Score -1474818 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1475563.250000 Penalty: 4756.916016
	Iteration 44Q: 3 clusters Score -1475563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1475892.000000 Penalty: 4756.916016
	Iteration 45Q: 3 clusters Score -1475892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1475958.750000 Penalty: 4756.916016
	Iteration 46Q: 3 clusters Score -1475959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1475971.625000 Penalty: 4756.916016
	Iteration 47Q: 3 clusters Score -1475972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1475976.750000 Penalty: 4756.916016
	Iteration 48Q: 3 clusters Score -1475977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1475976.000000 Penalty: 4756.916016
	Iteration 49Q: 3 clusters Score -1475976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1475976.000000 Penalty: 4756.916016
	Iteration 50F: 3 clusters Score -1475976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Entering Unmasked Estep 
Score: -58756992.000000 Penalty: 89375.398438
Splitting cluster 9 changes total score from -58712036.000000 to -58756992.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (32690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Entering Unmasked Estep 
Score: -3178421.250000 Penalty: 2577.916260
	Iteration 0F: 2 clusters Score -3178421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3156233.000000 Penalty: 5155.832520
	Iteration 0F: 3 clusters Score -3156233 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3164549.000000 Penalty: 5155.832520
	Iteration 1F: 3 clusters Score -3164549 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3165129.500000 Penalty: 5155.832520
	Iteration 2Q: 3 clusters Score -3165130 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3165701.500000 Penalty: 5155.832520
	Iteration 3Q: 3 clusters Score -3165702 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3166266.250000 Penalty: 5155.832520
	Iteration 4Q: 3 clusters Score -3166266 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3166846.750000 Penalty: 5155.832520
	Iteration 5Q: 3 clusters Score -3166847 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3167452.250000 Penalty: 5155.832520
	Iteration 6Q: 3 clusters Score -3167452 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3168039.250000 Penalty: 5155.832520
	Iteration 7Q: 3 clusters Score -3168039 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3168624.250000 Penalty: 5155.832520
	Iteration 8Q: 3 clusters Score -3168624 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3169134.750000 Penalty: 5155.832520
	Iteration 9Q: 3 clusters Score -3169135 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3169640.750000 Penalty: 5155.832520
	Iteration 10Q: 3 clusters Score -3169641 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3170088.250000 Penalty: 5155.832520
	Iteration 11Q: 3 clusters Score -3170088 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3170574.000000 Penalty: 5155.832520
	Iteration 12Q: 3 clusters Score -3170574 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3171179.250000 Penalty: 5155.832520
	Iteration 13Q: 3 clusters Score -3171179 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3171750.000000 Penalty: 5155.832520
	Iteration 14Q: 3 clusters Score -3171750 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3172278.750000 Penalty: 5155.832520
	Iteration 15Q: 3 clusters Score -3172279 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3172757.750000 Penalty: 5155.832520
	Iteration 16Q: 3 clusters Score -3172758 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3173145.500000 Penalty: 5155.832520
	Iteration 17Q: 3 clusters Score -3173146 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3173400.500000 Penalty: 5155.832520
	Iteration 18Q: 3 clusters Score -3173400 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3173572.750000 Penalty: 5155.832520
	Iteration 19Q: 3 clusters Score -3173573 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3173693.500000 Penalty: 5155.832520
	Iteration 20F: 3 clusters Score -3173694 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3173783.250000 Penalty: 5155.832520
	Iteration 21Q: 3 clusters Score -3173783 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3173883.250000 Penalty: 5155.832520
	Iteration 22Q: 3 clusters Score -3173883 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3173979.000000 Penalty: 5155.832520
	Iteration 23Q: 3 clusters Score -3173979 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3174053.500000 Penalty: 5155.832520
	Iteration 24Q: 3 clusters Score -3174054 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3174124.000000 Penalty: 5155.832520
	Iteration 25Q: 3 clusters Score -3174124 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3174230.750000 Penalty: 5155.832520
	Iteration 26Q: 3 clusters Score -3174231 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3174319.250000 Penalty: 5155.832520
	Iteration 27Q: 3 clusters Score -3174319 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3174403.750000 Penalty: 5155.832520
	Iteration 28Q: 3 clusters Score -3174404 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3174493.750000 Penalty: 5155.832520
	Iteration 29Q: 3 clusters Score -3174494 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3174619.500000 Penalty: 5155.832520
	Iteration 30Q: 3 clusters Score -3174620 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3174768.250000 Penalty: 5155.832520
	Iteration 31Q: 3 clusters Score -3174768 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3174923.000000 Penalty: 5155.832520
	Iteration 32Q: 3 clusters Score -3174923 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3175147.500000 Penalty: 5155.832520
	Iteration 33Q: 3 clusters Score -3175148 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3175417.750000 Penalty: 5155.832520
	Iteration 34Q: 3 clusters Score -3175418 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3175751.500000 Penalty: 5155.832520
	Iteration 35Q: 3 clusters Score -3175752 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3176149.000000 Penalty: 5155.832520
	Iteration 36Q: 3 clusters Score -3176149 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3176682.750000 Penalty: 5155.832520
	Iteration 37Q: 3 clusters Score -3176683 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3177480.250000 Penalty: 5155.832520
	Iteration 38Q: 3 clusters Score -3177480 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3178519.750000 Penalty: 5155.832520
	Iteration 39Q: 3 clusters Score -3178520 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3179507.750000 Penalty: 5155.832520
	Iteration 40F: 3 clusters Score -3179508 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3180188.500000 Penalty: 5155.832520
	Iteration 41Q: 3 clusters Score -3180188 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3180575.500000 Penalty: 5155.832520
	Iteration 42Q: 3 clusters Score -3180576 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3180766.500000 Penalty: 5155.832520
	Iteration 43Q: 3 clusters Score -3180766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3180837.000000 Penalty: 5155.832520
	Iteration 44Q: 3 clusters Score -3180837 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3180891.750000 Penalty: 5155.832520
	Iteration 45Q: 3 clusters Score -3180892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3180937.250000 Penalty: 5155.832520
	Iteration 46Q: 3 clusters Score -3180937 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3180956.750000 Penalty: 5155.832520
	Iteration 47Q: 3 clusters Score -3180957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3180966.000000 Penalty: 5155.832520
	Iteration 48Q: 3 clusters Score -3180966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3180980.000000 Penalty: 5155.832520
	Iteration 49Q: 3 clusters Score -3180980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3180980.750000 Penalty: 5155.832520
	Iteration 50Q: 3 clusters Score -3180981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3180992.500000 Penalty: 5155.832520
	Iteration 51Q: 3 clusters Score -3180992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3180988.000000 Penalty: 5155.832520
	Iteration 52Q: 3 clusters Score -3180988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3180981.000000 Penalty: 5155.832520
	Iteration 53Q: 3 clusters Score -3180981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3180985.750000 Penalty: 5155.832520
	Iteration 54Q: 3 clusters Score -3180986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3180982.750000 Penalty: 5155.832520
	Iteration 55Q: 3 clusters Score -3180983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3180984.750000 Penalty: 5155.832520
	Iteration 56Q: 3 clusters Score -3180985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3180987.500000 Penalty: 5155.832520
	Iteration 57Q: 3 clusters Score -3180988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3180984.750000 Penalty: 5155.832520
	Iteration 58Q: 3 clusters Score -3180985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3180986.750000 Penalty: 5155.832520
	Iteration 59Q: 3 clusters Score -3180987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3180994.250000 Penalty: 5155.832520
	Iteration 60F: 3 clusters Score -3180994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3180999.250000 Penalty: 5155.832520
	Iteration 61Q: 3 clusters Score -3180999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3180999.750000 Penalty: 5155.832520
	Iteration 62Q: 3 clusters Score -3181000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3181005.750000 Penalty: 5155.832520
	Iteration 63Q: 3 clusters Score -3181006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3181010.500000 Penalty: 5155.832520
	Iteration 64Q: 3 clusters Score -3181010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3181015.750000 Penalty: 5155.832520
	Iteration 65Q: 3 clusters Score -3181016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3181009.250000 Penalty: 5155.832520
	Iteration 66Q: 3 clusters Score -3181009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3181008.250000 Penalty: 5155.832520
	Iteration 67Q: 3 clusters Score -3181008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3181011.750000 Penalty: 5155.832520
	Iteration 68Q: 3 clusters Score -3181012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3181007.500000 Penalty: 5155.832520
	Iteration 69Q: 3 clusters Score -3181008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3181008.500000 Penalty: 5155.832520
	Iteration 70Q: 3 clusters Score -3181008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3181003.750000 Penalty: 5155.832520
	Iteration 71Q: 3 clusters Score -3181004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3181003.750000 Penalty: 5155.832520
	Iteration 72Q: 3 clusters Score -3181004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3181003.750000 Penalty: 5155.832520
	Iteration 73F: 3 clusters Score -3181004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Entering Unmasked Estep 
Score: -58758728.000000 Penalty: 92685.593750
Splitting cluster 10 changes total score from -58712036.000000 to -58758728.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (26614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Entering Unmasked Estep 
Score: -2582188.750000 Penalty: 2526.919922
	Iteration 0F: 2 clusters Score -2582189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2563788.750000 Penalty: 5053.839844
	Iteration 0F: 3 clusters Score -2563789 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2570254.750000 Penalty: 5053.839844
	Iteration 1F: 3 clusters Score -2570255 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2570761.250000 Penalty: 5053.839844
	Iteration 2F: 3 clusters Score -2570761 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2571226.750000 Penalty: 5053.839844
	Iteration 3Q: 3 clusters Score -2571227 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2571705.250000 Penalty: 5053.839844
	Iteration 4Q: 3 clusters Score -2571705 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2572245.750000 Penalty: 5053.839844
	Iteration 5Q: 3 clusters Score -2572246 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2572843.500000 Penalty: 5053.839844
	Iteration 6Q: 3 clusters Score -2572844 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2573584.500000 Penalty: 5053.839844
	Iteration 7Q: 3 clusters Score -2573584 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2574356.500000 Penalty: 5053.839844
	Iteration 8Q: 3 clusters Score -2574356 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2575236.500000 Penalty: 5053.839844
	Iteration 9Q: 3 clusters Score -2575236 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2576145.000000 Penalty: 5053.839844
	Iteration 10Q: 3 clusters Score -2576145 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2576995.000000 Penalty: 5053.839844
	Iteration 11Q: 3 clusters Score -2576995 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2577691.750000 Penalty: 5053.839844
	Iteration 12Q: 3 clusters Score -2577692 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2578167.750000 Penalty: 5053.839844
	Iteration 13Q: 3 clusters Score -2578168 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2578545.250000 Penalty: 5053.839844
	Iteration 14Q: 3 clusters Score -2578545 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2578877.250000 Penalty: 5053.839844
	Iteration 15Q: 3 clusters Score -2578877 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2579138.250000 Penalty: 5053.839844
	Iteration 16Q: 3 clusters Score -2579138 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2579364.750000 Penalty: 5053.839844
	Iteration 17Q: 3 clusters Score -2579365 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2579573.000000 Penalty: 5053.839844
	Iteration 18Q: 3 clusters Score -2579573 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2579722.750000 Penalty: 5053.839844
	Iteration 19Q: 3 clusters Score -2579723 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2579832.250000 Penalty: 5053.839844
	Iteration 20F: 3 clusters Score -2579832 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2579934.000000 Penalty: 5053.839844
	Iteration 21Q: 3 clusters Score -2579934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2580034.500000 Penalty: 5053.839844
	Iteration 22Q: 3 clusters Score -2580034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2580121.000000 Penalty: 5053.839844
	Iteration 23Q: 3 clusters Score -2580121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2580172.500000 Penalty: 5053.839844
	Iteration 24Q: 3 clusters Score -2580172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2580258.750000 Penalty: 5053.839844
	Iteration 25Q: 3 clusters Score -2580259 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2580333.250000 Penalty: 5053.839844
	Iteration 26Q: 3 clusters Score -2580333 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2580380.500000 Penalty: 5053.839844
	Iteration 27Q: 3 clusters Score -2580380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2580424.500000 Penalty: 5053.839844
	Iteration 28Q: 3 clusters Score -2580424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2580459.500000 Penalty: 5053.839844
	Iteration 29Q: 3 clusters Score -2580460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2580493.750000 Penalty: 5053.839844
	Iteration 30Q: 3 clusters Score -2580494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2580524.500000 Penalty: 5053.839844
	Iteration 31Q: 3 clusters Score -2580524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2580564.500000 Penalty: 5053.839844
	Iteration 32Q: 3 clusters Score -2580564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2580587.750000 Penalty: 5053.839844
	Iteration 33Q: 3 clusters Score -2580588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2580614.500000 Penalty: 5053.839844
	Iteration 34Q: 3 clusters Score -2580614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2580628.750000 Penalty: 5053.839844
	Iteration 35Q: 3 clusters Score -2580629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2580636.500000 Penalty: 5053.839844
	Iteration 36Q: 3 clusters Score -2580636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2580641.500000 Penalty: 5053.839844
	Iteration 37Q: 3 clusters Score -2580642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2580645.500000 Penalty: 5053.839844
	Iteration 38Q: 3 clusters Score -2580646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2580650.500000 Penalty: 5053.839844
	Iteration 39Q: 3 clusters Score -2580650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2580651.250000 Penalty: 5053.839844
	Iteration 40F: 3 clusters Score -2580651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2580652.750000 Penalty: 5053.839844
	Iteration 41Q: 3 clusters Score -2580653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2580654.750000 Penalty: 5053.839844
	Iteration 42Q: 3 clusters Score -2580655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2580655.250000 Penalty: 5053.839844
	Iteration 43Q: 3 clusters Score -2580655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2580656.750000 Penalty: 5053.839844
	Iteration 44Q: 3 clusters Score -2580657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2580658.000000 Penalty: 5053.839844
	Iteration 45Q: 3 clusters Score -2580658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2580657.250000 Penalty: 5053.839844
	Iteration 46Q: 3 clusters Score -2580657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2580661.500000 Penalty: 5053.839844
	Iteration 47Q: 3 clusters Score -2580662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2580667.250000 Penalty: 5053.839844
	Iteration 48Q: 3 clusters Score -2580667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2580668.750000 Penalty: 5053.839844
	Iteration 49Q: 3 clusters Score -2580669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2580667.750000 Penalty: 5053.839844
	Iteration 50Q: 3 clusters Score -2580668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2580670.750000 Penalty: 5053.839844
	Iteration 51Q: 3 clusters Score -2580671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2580672.500000 Penalty: 5053.839844
	Iteration 52Q: 3 clusters Score -2580672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2580673.750000 Penalty: 5053.839844
	Iteration 53Q: 3 clusters Score -2580674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2580673.750000 Penalty: 5053.839844
	Iteration 54F: 3 clusters Score -2580674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1972623.875000 Penalty: 2479.994873
	Iteration 0F: 2 clusters Score -1972624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1957312.625000 Penalty: 4959.989746
	Iteration 0F: 3 clusters Score -1957313 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1963069.625000 Penalty: 4959.989746
	Iteration 1F: 3 clusters Score -1963070 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1964156.875000 Penalty: 4959.989746
	Iteration 2F: 3 clusters Score -1964157 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1965524.000000 Penalty: 4959.989746
	Iteration 3F: 3 clusters Score -1965524 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1967171.250000 Penalty: 4959.989746
	Iteration 4F: 3 clusters Score -1967171 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1968585.625000 Penalty: 4959.989746
	Iteration 5F: 3 clusters Score -1968586 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1969503.500000 Penalty: 4959.989746
	Iteration 6F: 3 clusters Score -1969504 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1969996.250000 Penalty: 4959.989746
	Iteration 7Q: 3 clusters Score -1969996 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1970277.750000 Penalty: 4959.989746
	Iteration 8Q: 3 clusters Score -1970278 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1970439.375000 Penalty: 4959.989746
	Iteration 9Q: 3 clusters Score -1970439 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1970530.875000 Penalty: 4959.989746
	Iteration 10Q: 3 clusters Score -1970531 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1970627.250000 Penalty: 4959.989746
	Iteration 11Q: 3 clusters Score -1970627 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1970710.625000 Penalty: 4959.989746
	Iteration 12Q: 3 clusters Score -1970711 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1970778.125000 Penalty: 4959.989746
	Iteration 13Q: 3 clusters Score -1970778 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1970860.125000 Penalty: 4959.989746
	Iteration 14Q: 3 clusters Score -1970860 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1970936.625000 Penalty: 4959.989746
	Iteration 15Q: 3 clusters Score -1970937 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1971020.375000 Penalty: 4959.989746
	Iteration 16Q: 3 clusters Score -1971020 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1971064.250000 Penalty: 4959.989746
	Iteration 17Q: 3 clusters Score -1971064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1971122.375000 Penalty: 4959.989746
	Iteration 18Q: 3 clusters Score -1971122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1971162.500000 Penalty: 4959.989746
	Iteration 19Q: 3 clusters Score -1971162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1971216.000000 Penalty: 4959.989746
	Iteration 20F: 3 clusters Score -1971216 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1971268.250000 Penalty: 4959.989746
	Iteration 21Q: 3 clusters Score -1971268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1971313.250000 Penalty: 4959.989746
	Iteration 22Q: 3 clusters Score -1971313 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1971357.625000 Penalty: 4959.989746
	Iteration 23Q: 3 clusters Score -1971358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1971396.250000 Penalty: 4959.989746
	Iteration 24Q: 3 clusters Score -1971396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1971447.125000 Penalty: 4959.989746
	Iteration 25Q: 3 clusters Score -1971447 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1971485.250000 Penalty: 4959.989746
	Iteration 26Q: 3 clusters Score -1971485 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1971517.875000 Penalty: 4959.989746
	Iteration 27Q: 3 clusters Score -1971518 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1971542.875000 Penalty: 4959.989746
	Iteration 28Q: 3 clusters Score -1971543 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1971567.375000 Penalty: 4959.989746
	Iteration 29Q: 3 clusters Score -1971567 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1971608.750000 Penalty: 4959.989746
	Iteration 30Q: 3 clusters Score -1971609 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1971638.375000 Penalty: 4959.989746
	Iteration 31Q: 3 clusters Score -1971638 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1971670.500000 Penalty: 4959.989746
	Iteration 32Q: 3 clusters Score -1971670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1971686.875000 Penalty: 4959.989746
	Iteration 33Q: 3 clusters Score -1971687 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1971714.875000 Penalty: 4959.989746
	Iteration 34Q: 3 clusters Score -1971715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1971736.625000 Penalty: 4959.989746
	Iteration 35Q: 3 clusters Score -1971737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1971746.000000 Penalty: 4959.989746
	Iteration 36Q: 3 clusters Score -1971746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1971767.500000 Penalty: 4959.989746
	Iteration 37Q: 3 clusters Score -1971768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1971776.375000 Penalty: 4959.989746
	Iteration 38Q: 3 clusters Score -1971776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1971783.625000 Penalty: 4959.989746
	Iteration 39Q: 3 clusters Score -1971784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1971791.875000 Penalty: 4959.989746
	Iteration 40F: 3 clusters Score -1971792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1971808.625000 Penalty: 4959.989746
	Iteration 41Q: 3 clusters Score -1971809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1971820.375000 Penalty: 4959.989746
	Iteration 42Q: 3 clusters Score -1971820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1971828.500000 Penalty: 4959.989746
	Iteration 43Q: 3 clusters Score -1971828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1971834.250000 Penalty: 4959.989746
	Iteration 44Q: 3 clusters Score -1971834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1971849.500000 Penalty: 4959.989746
	Iteration 45Q: 3 clusters Score -1971850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1971858.125000 Penalty: 4959.989746
	Iteration 46Q: 3 clusters Score -1971858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1971858.375000 Penalty: 4959.989746
	Iteration 47Q: 3 clusters Score -1971858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1971872.000000 Penalty: 4959.989746
	Iteration 48Q: 3 clusters Score -1971872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1971876.500000 Penalty: 4959.989746
	Iteration 49Q: 3 clusters Score -1971876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1971886.125000 Penalty: 4959.989746
	Iteration 50Q: 3 clusters Score -1971886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1971887.625000 Penalty: 4959.989746
	Iteration 51Q: 3 clusters Score -1971888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1971896.875000 Penalty: 4959.989746
	Iteration 52Q: 3 clusters Score -1971897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1971898.125000 Penalty: 4959.989746
	Iteration 53Q: 3 clusters Score -1971898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1971901.250000 Penalty: 4959.989746
	Iteration 54Q: 3 clusters Score -1971901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1971907.000000 Penalty: 4959.989746
	Iteration 55Q: 3 clusters Score -1971907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1971911.750000 Penalty: 4959.989746
	Iteration 56Q: 3 clusters Score -1971912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1971917.125000 Penalty: 4959.989746
	Iteration 57Q: 3 clusters Score -1971917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1971919.500000 Penalty: 4959.989746
	Iteration 58Q: 3 clusters Score -1971920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1971920.500000 Penalty: 4959.989746
	Iteration 59Q: 3 clusters Score -1971920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1971922.500000 Penalty: 4959.989746
	Iteration 60F: 3 clusters Score -1971922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1971921.625000 Penalty: 4959.989746
	Iteration 61Q: 3 clusters Score -1971922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1971924.750000 Penalty: 4959.989746
	Iteration 62Q: 3 clusters Score -1971925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1971927.875000 Penalty: 4959.989746
	Iteration 63Q: 3 clusters Score -1971928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1971933.125000 Penalty: 4959.989746
	Iteration 64Q: 3 clusters Score -1971933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1971933.125000 Penalty: 4959.989746
	Iteration 65Q: 3 clusters Score -1971933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1971933.750000 Penalty: 4959.989746
	Iteration 66Q: 3 clusters Score -1971934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1971934.125000 Penalty: 4959.989746
	Iteration 67Q: 3 clusters Score -1971934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1971933.750000 Penalty: 4959.989746
	Iteration 68Q: 3 clusters Score -1971934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1971938.000000 Penalty: 4959.989746
	Iteration 69Q: 3 clusters Score -1971938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1971941.000000 Penalty: 4959.989746
	Iteration 70Q: 3 clusters Score -1971941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1971940.500000 Penalty: 4959.989746
	Iteration 71Q: 3 clusters Score -1971940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1971939.875000 Penalty: 4959.989746
	Iteration 72Q: 3 clusters Score -1971940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1971941.000000 Penalty: 4959.989746
	Iteration 73Q: 3 clusters Score -1971941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1971941.500000 Penalty: 4959.989746
	Iteration 74Q: 3 clusters Score -1971942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1971936.125000 Penalty: 4959.989746
	Iteration 75Q: 3 clusters Score -1971936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1971938.375000 Penalty: 4959.989746
	Iteration 76Q: 3 clusters Score -1971938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1971940.625000 Penalty: 4959.989746
	Iteration 77Q: 3 clusters Score -1971941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1971938.875000 Penalty: 4959.989746
	Iteration 78Q: 3 clusters Score -1971939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1971942.000000 Penalty: 4959.989746
	Iteration 79Q: 3 clusters Score -1971942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1971939.500000 Penalty: 4959.989746
	Iteration 80F: 3 clusters Score -1971940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1971940.750000 Penalty: 4959.989746
	Iteration 81Q: 3 clusters Score -1971941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1971938.750000 Penalty: 4959.989746
	Iteration 82Q: 3 clusters Score -1971939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1971939.250000 Penalty: 4959.989746
	Iteration 83Q: 3 clusters Score -1971939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1971940.625000 Penalty: 4959.989746
	Iteration 84Q: 3 clusters Score -1971941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1971940.625000 Penalty: 4959.989746
	Iteration 85Q: 3 clusters Score -1971941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1971943.750000 Penalty: 4959.989746
	Iteration 86Q: 3 clusters Score -1971944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1971943.000000 Penalty: 4959.989746
	Iteration 87Q: 3 clusters Score -1971943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1971943.375000 Penalty: 4959.989746
	Iteration 88Q: 3 clusters Score -1971943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1971947.875000 Penalty: 4959.989746
	Iteration 89Q: 3 clusters Score -1971948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1971946.500000 Penalty: 4959.989746
	Iteration 90Q: 3 clusters Score -1971946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1971946.500000 Penalty: 4959.989746
	Iteration 91F: 3 clusters Score -1971946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Entering Unmasked Estep 
Score: -1876089.500000 Penalty: 2454.135254
	Iteration 0F: 2 clusters Score -1876090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1862122.500000 Penalty: 4908.270508
	Iteration 0F: 3 clusters Score -1862122 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1867010.250000 Penalty: 4908.270508
	Iteration 1F: 3 clusters Score -1867010 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1867868.000000 Penalty: 4908.270508
	Iteration 2F: 3 clusters Score -1867868 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1869169.250000 Penalty: 4908.270508
	Iteration 3F: 3 clusters Score -1869169 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1871373.000000 Penalty: 4908.270508
	Iteration 4F: 3 clusters Score -1871373 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1873989.375000 Penalty: 4908.270508
	Iteration 5F: 3 clusters Score -1873989 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1876054.000000 Penalty: 4908.270508
	Iteration 6F: 3 clusters Score -1876054 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1877744.125000 Penalty: 4908.270508
	Iteration 7F: 3 clusters Score -1877744 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1879312.375000 Penalty: 4908.270508
	Iteration 8F: 3 clusters Score -1879312 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1881050.250000 Penalty: 4908.270508
	Iteration 9Q: 3 clusters Score -1881050 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1883357.875000 Penalty: 4908.270508
	Iteration 10Q: 3 clusters Score -1883358 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1884273.875000 Penalty: 4908.270508
	Iteration 11Q: 3 clusters Score -1884274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1884337.125000 Penalty: 4908.270508
	Iteration 12Q: 3 clusters Score -1884337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1884350.875000 Penalty: 4908.270508
	Iteration 13Q: 3 clusters Score -1884351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1884351.250000 Penalty: 4908.270508
	Iteration 14Q: 3 clusters Score -1884351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1884348.500000 Penalty: 4908.270508
	Iteration 15Q: 3 clusters Score -1884348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1884348.500000 Penalty: 4908.270508
	Iteration 16F: 3 clusters Score -1884348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 139817 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Mstep: Class 29 contains 5534 members 
Entering Unmasked Estep 
Score: -58766132.000000 Penalty: 95995.796875
Splitting cluster 13 changes total score from -58712036.000000 to -58766132.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (139817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139817 members 
Entering Unmasked Estep 
Score: -13703902.000000 Penalty: 2938.326416
	Iteration 0F: 2 clusters Score -1.37039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -13610398.000000 Penalty: 5876.652832
	Iteration 0F: 3 clusters Score -1.36104e+07 nChanged 66677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -13650435.000000 Penalty: 5876.652832
	Iteration 1F: 3 clusters Score -1.365044e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -13653125.000000 Penalty: 5876.652832
	Iteration 2Q: 3 clusters Score -1.365312e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -13657415.000000 Penalty: 5876.652832
	Iteration 3F: 3 clusters Score -1.365742e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -13663763.000000 Penalty: 5876.652832
	Iteration 4F: 3 clusters Score -1.366376e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -13672696.000000 Penalty: 5876.652832
	Iteration 5F: 3 clusters Score -1.36727e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -13683310.000000 Penalty: 5876.652832
	Iteration 6F: 3 clusters Score -1.368331e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13693587.000000 Penalty: 5876.652832
	Iteration 7F: 3 clusters Score -1.369359e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -13701430.000000 Penalty: 5876.652832
	Iteration 8Q: 3 clusters Score -1.370143e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -13704585.000000 Penalty: 5876.652832
	Iteration 9Q: 3 clusters Score -1.370458e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -13705780.000000 Penalty: 5876.652832
	Iteration 10Q: 3 clusters Score -1.370578e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -13706487.000000 Penalty: 5876.652832
	Iteration 11Q: 3 clusters Score -1.370649e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -13707117.000000 Penalty: 5876.652832
	Iteration 12Q: 3 clusters Score -1.370712e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -13707530.000000 Penalty: 5876.652832
	Iteration 13Q: 3 clusters Score -1.370753e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -13708153.000000 Penalty: 5876.652832
	Iteration 14Q: 3 clusters Score -1.370815e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -13708644.000000 Penalty: 5876.652832
	Iteration 15Q: 3 clusters Score -1.370864e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -13709176.000000 Penalty: 5876.652832
	Iteration 16Q: 3 clusters Score -1.370918e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -13709672.000000 Penalty: 5876.652832
	Iteration 17Q: 3 clusters Score -1.370967e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -13710157.000000 Penalty: 5876.652832
	Iteration 18Q: 3 clusters Score -1.371016e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -13710699.000000 Penalty: 5876.652832
	Iteration 19Q: 3 clusters Score -1.37107e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -13711037.000000 Penalty: 5876.652832
	Iteration 20F: 3 clusters Score -1.371104e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -13711524.000000 Penalty: 5876.652832
	Iteration 21Q: 3 clusters Score -1.371152e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -13711985.000000 Penalty: 5876.652832
	Iteration 22Q: 3 clusters Score -1.371198e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -13712385.000000 Penalty: 5876.652832
	Iteration 23Q: 3 clusters Score -1.371238e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -13713000.000000 Penalty: 5876.652832
	Iteration 24Q: 3 clusters Score -1.3713e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -13713395.000000 Penalty: 5876.652832
	Iteration 25Q: 3 clusters Score -1.37134e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -13713932.000000 Penalty: 5876.652832
	Iteration 26Q: 3 clusters Score -1.371393e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -13714420.000000 Penalty: 5876.652832
	Iteration 27Q: 3 clusters Score -1.371442e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -13714828.000000 Penalty: 5876.652832
	Iteration 28Q: 3 clusters Score -1.371483e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -13715266.000000 Penalty: 5876.652832
	Iteration 29Q: 3 clusters Score -1.371527e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -13715639.000000 Penalty: 5876.652832
	Iteration 30Q: 3 clusters Score -1.371564e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -13716100.000000 Penalty: 5876.652832
	Iteration 31Q: 3 clusters Score -1.37161e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -13716539.000000 Penalty: 5876.652832
	Iteration 32Q: 3 clusters Score -1.371654e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -13716849.000000 Penalty: 5876.652832
	Iteration 33Q: 3 clusters Score -1.371685e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -13717037.000000 Penalty: 5876.652832
	Iteration 34Q: 3 clusters Score -1.371704e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -13717267.000000 Penalty: 5876.652832
	Iteration 35Q: 3 clusters Score -1.371727e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -13717417.000000 Penalty: 5876.652832
	Iteration 36Q: 3 clusters Score -1.371742e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74620 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -13717550.000000 Penalty: 5876.652832
	Iteration 37Q: 3 clusters Score -1.371755e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -13717594.000000 Penalty: 5876.652832
	Iteration 38Q: 3 clusters Score -1.371759e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -13717718.000000 Penalty: 5876.652832
	Iteration 39Q: 3 clusters Score -1.371772e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -13717790.000000 Penalty: 5876.652832
	Iteration 40F: 3 clusters Score -1.371779e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -13717880.000000 Penalty: 5876.652832
	Iteration 41Q: 3 clusters Score -1.371788e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -13717914.000000 Penalty: 5876.652832
	Iteration 42Q: 3 clusters Score -1.371791e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -13717915.000000 Penalty: 5876.652832
	Iteration 43Q: 3 clusters Score -1.371792e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -13717879.000000 Penalty: 5876.652832
	Iteration 44Q: 3 clusters Score -1.371788e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -13717939.000000 Penalty: 5876.652832
	Iteration 45Q: 3 clusters Score -1.371794e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -13717922.000000 Penalty: 5876.652832
	Iteration 46Q: 3 clusters Score -1.371792e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -13717914.000000 Penalty: 5876.652832
	Iteration 47Q: 3 clusters Score -1.371791e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -13717950.000000 Penalty: 5876.652832
	Iteration 48Q: 3 clusters Score -1.371795e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -13717957.000000 Penalty: 5876.652832
	Iteration 49Q: 3 clusters Score -1.371796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -13717947.000000 Penalty: 5876.652832
	Iteration 50Q: 3 clusters Score -1.371795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -13717946.000000 Penalty: 5876.652832
	Iteration 51Q: 3 clusters Score -1.371795e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -13717964.000000 Penalty: 5876.652832
	Iteration 52Q: 3 clusters Score -1.371796e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -13717972.000000 Penalty: 5876.652832
	Iteration 53Q: 3 clusters Score -1.371797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -13717985.000000 Penalty: 5876.652832
	Iteration 54Q: 3 clusters Score -1.371798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -13717976.000000 Penalty: 5876.652832
	Iteration 55Q: 3 clusters Score -1.371798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -13717988.000000 Penalty: 5876.652832
	Iteration 56Q: 3 clusters Score -1.371799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -13717982.000000 Penalty: 5876.652832
	Iteration 57Q: 3 clusters Score -1.371798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -13717975.000000 Penalty: 5876.652832
	Iteration 58Q: 3 clusters Score -1.371798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -13717978.000000 Penalty: 5876.652832
	Iteration 59Q: 3 clusters Score -1.371798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -13717976.000000 Penalty: 5876.652832
	Iteration 60F: 3 clusters Score -1.371798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -13717974.000000 Penalty: 5876.652832
	Iteration 61Q: 3 clusters Score -1.371797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -13717981.000000 Penalty: 5876.652832
	Iteration 62Q: 3 clusters Score -1.371798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -13717971.000000 Penalty: 5876.652832
	Iteration 63Q: 3 clusters Score -1.371797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -13717979.000000 Penalty: 5876.652832
	Iteration 64Q: 3 clusters Score -1.371798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -13717988.000000 Penalty: 5876.652832
	Iteration 65Q: 3 clusters Score -1.371799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -13717995.000000 Penalty: 5876.652832
	Iteration 66Q: 3 clusters Score -1.3718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -13717984.000000 Penalty: 5876.652832
	Iteration 67Q: 3 clusters Score -1.371798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -13717980.000000 Penalty: 5876.652832
	Iteration 68Q: 3 clusters Score -1.371798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -13717981.000000 Penalty: 5876.652832
	Iteration 69Q: 3 clusters Score -1.371798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -13717983.000000 Penalty: 5876.652832
	Iteration 70Q: 3 clusters Score -1.371798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -13717983.000000 Penalty: 5876.652832
	Iteration 71F: 3 clusters Score -1.371798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 79299 members 
Mstep: Class 15 contains 75898 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 30 contains 60518 members 
Entering Unmasked Estep 
Score: -58780100.000000 Penalty: 99305.992188
Splitting cluster 14 changes total score from -58712036.000000 to -58780100.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (75898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Entering Unmasked Estep 
Score: -7360091.000000 Penalty: 2786.812012
	Iteration 0F: 2 clusters Score -7360091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7308982.500000 Penalty: 5573.624023
	Iteration 0F: 3 clusters Score -7308982 nChanged 35758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -7329814.000000 Penalty: 5573.624023
	Iteration 1F: 3 clusters Score -7329814 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7331792.000000 Penalty: 5573.624023
	Iteration 2Q: 3 clusters Score -7331792 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -7335263.500000 Penalty: 5573.624023
	Iteration 3F: 3 clusters Score -7335264 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -7340057.500000 Penalty: 5573.624023
	Iteration 4F: 3 clusters Score -7340058 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -7344742.000000 Penalty: 5573.624023
	Iteration 5F: 3 clusters Score -7344742 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -7348570.000000 Penalty: 5573.624023
	Iteration 6F: 3 clusters Score -7348570 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -7351212.000000 Penalty: 5573.624023
	Iteration 7F: 3 clusters Score -7351212 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -7352922.500000 Penalty: 5573.624023
	Iteration 8Q: 3 clusters Score -7352922 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7353971.000000 Penalty: 5573.624023
	Iteration 9Q: 3 clusters Score -7353971 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7354741.500000 Penalty: 5573.624023
	Iteration 10Q: 3 clusters Score -7354742 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7355430.500000 Penalty: 5573.624023
	Iteration 11Q: 3 clusters Score -7355430 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7356012.000000 Penalty: 5573.624023
	Iteration 12Q: 3 clusters Score -7356012 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7356525.000000 Penalty: 5573.624023
	Iteration 13Q: 3 clusters Score -7356525 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7356965.500000 Penalty: 5573.624023
	Iteration 14Q: 3 clusters Score -7356966 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -7357373.500000 Penalty: 5573.624023
	Iteration 15Q: 3 clusters Score -7357374 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -7357793.000000 Penalty: 5573.624023
	Iteration 16Q: 3 clusters Score -7357793 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -7358351.500000 Penalty: 5573.624023
	Iteration 17Q: 3 clusters Score -7358352 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -7358970.500000 Penalty: 5573.624023
	Iteration 18Q: 3 clusters Score -7358970 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -7359663.000000 Penalty: 5573.624023
	Iteration 19Q: 3 clusters Score -7359663 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -7360559.500000 Penalty: 5573.624023
	Iteration 20F: 3 clusters Score -7360560 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -7361680.000000 Penalty: 5573.624023
	Iteration 21Q: 3 clusters Score -7361680 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -7362994.000000 Penalty: 5573.624023
	Iteration 22Q: 3 clusters Score -7362994 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7364510.500000 Penalty: 5573.624023
	Iteration 23Q: 3 clusters Score -7364510 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -7366165.000000 Penalty: 5573.624023
	Iteration 24Q: 3 clusters Score -7366165 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -7367332.000000 Penalty: 5573.624023
	Iteration 25Q: 3 clusters Score -7367332 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7367878.000000 Penalty: 5573.624023
	Iteration 26Q: 3 clusters Score -7367878 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -7368078.000000 Penalty: 5573.624023
	Iteration 27Q: 3 clusters Score -7368078 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -7368191.500000 Penalty: 5573.624023
	Iteration 28Q: 3 clusters Score -7368192 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -7368268.500000 Penalty: 5573.624023
	Iteration 29Q: 3 clusters Score -7368268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -7368273.000000 Penalty: 5573.624023
	Iteration 30Q: 3 clusters Score -7368273 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -7368273.000000 Penalty: 5573.624023
	Iteration 31Q: 3 clusters Score -7368273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -7368286.000000 Penalty: 5573.624023
	Iteration 32Q: 3 clusters Score -7368286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -7368282.500000 Penalty: 5573.624023
	Iteration 33Q: 3 clusters Score -7368282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -7368283.500000 Penalty: 5573.624023
	Iteration 34Q: 3 clusters Score -7368284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -7368307.500000 Penalty: 5573.624023
	Iteration 35Q: 3 clusters Score -7368308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -7368292.500000 Penalty: 5573.624023
	Iteration 36Q: 3 clusters Score -7368292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -7368297.000000 Penalty: 5573.624023
	Iteration 37Q: 3 clusters Score -7368297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -7368295.500000 Penalty: 5573.624023
	Iteration 38Q: 3 clusters Score -7368296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -7368294.500000 Penalty: 5573.624023
	Iteration 39Q: 3 clusters Score -7368294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -7368308.000000 Penalty: 5573.624023
	Iteration 40F: 3 clusters Score -7368308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -7368309.000000 Penalty: 5573.624023
	Iteration 41Q: 3 clusters Score -7368309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -7368308.500000 Penalty: 5573.624023
	Iteration 42Q: 3 clusters Score -7368308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -7368314.000000 Penalty: 5573.624023
	Iteration 43Q: 3 clusters Score -7368314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7368312.500000 Penalty: 5573.624023
	Iteration 44Q: 3 clusters Score -7368312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -7368306.000000 Penalty: 5573.624023
	Iteration 45Q: 3 clusters Score -7368306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -7368305.500000 Penalty: 5573.624023
	Iteration 46Q: 3 clusters Score -7368306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -7368298.000000 Penalty: 5573.624023
	Iteration 47Q: 3 clusters Score -7368298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -7368291.500000 Penalty: 5573.624023
	Iteration 48Q: 3 clusters Score -7368292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -7368291.000000 Penalty: 5573.624023
	Iteration 49Q: 3 clusters Score -7368291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -7368296.000000 Penalty: 5573.624023
	Iteration 50Q: 3 clusters Score -7368296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -7368304.000000 Penalty: 5573.624023
	Iteration 51Q: 3 clusters Score -7368304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7368300.500000 Penalty: 5573.624023
	Iteration 52Q: 3 clusters Score -7368300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7368303.500000 Penalty: 5573.624023
	Iteration 53Q: 3 clusters Score -7368304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -7368300.500000 Penalty: 5573.624023
	Iteration 54Q: 3 clusters Score -7368300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -7368305.000000 Penalty: 5573.624023
	Iteration 55Q: 3 clusters Score -7368305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -7368308.000000 Penalty: 5573.624023
	Iteration 56Q: 3 clusters Score -7368308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -7368307.500000 Penalty: 5573.624023
	Iteration 57Q: 3 clusters Score -7368308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -7368307.500000 Penalty: 5573.624023
	Iteration 58Q: 3 clusters Score -7368308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -7368307.500000 Penalty: 5573.624023
	Iteration 59F: 3 clusters Score -7368308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 79299 members 
Mstep: Class 15 contains 13430 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 30 contains 60518 members 
Mstep: Class 31 contains 62468 members 
Entering Unmasked Estep 
Score: -58787720.000000 Penalty: 102616.195312
Splitting cluster 15 changes total score from -58712036.000000 to -58787720.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (63469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Entering Unmasked Estep 
Score: -6255891.500000 Penalty: 2742.459961
	Iteration 0F: 2 clusters Score -6255892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6213373.500000 Penalty: 5484.919922
	Iteration 0F: 3 clusters Score -6213374 nChanged 29590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -6231104.500000 Penalty: 5484.919922
	Iteration 1F: 3 clusters Score -6231104 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -6232968.500000 Penalty: 5484.919922
	Iteration 2F: 3 clusters Score -6232968 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -6235705.500000 Penalty: 5484.919922
	Iteration 3F: 3 clusters Score -6235706 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6238953.500000 Penalty: 5484.919922
	Iteration 4F: 3 clusters Score -6238954 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -6241775.500000 Penalty: 5484.919922
	Iteration 5F: 3 clusters Score -6241776 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -6243966.500000 Penalty: 5484.919922
	Iteration 6F: 3 clusters Score -6243966 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6245453.500000 Penalty: 5484.919922
	Iteration 7F: 3 clusters Score -6245454 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -6246334.500000 Penalty: 5484.919922
	Iteration 8Q: 3 clusters Score -6246334 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -6247054.500000 Penalty: 5484.919922
	Iteration 9Q: 3 clusters Score -6247054 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -6247605.000000 Penalty: 5484.919922
	Iteration 10Q: 3 clusters Score -6247605 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6248227.500000 Penalty: 5484.919922
	Iteration 11Q: 3 clusters Score -6248228 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -6248955.000000 Penalty: 5484.919922
	Iteration 12Q: 3 clusters Score -6248955 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -6249732.500000 Penalty: 5484.919922
	Iteration 13Q: 3 clusters Score -6249732 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6250810.500000 Penalty: 5484.919922
	Iteration 14Q: 3 clusters Score -6250810 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -6252308.500000 Penalty: 5484.919922
	Iteration 15Q: 3 clusters Score -6252308 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6254545.500000 Penalty: 5484.919922
	Iteration 16Q: 3 clusters Score -6254546 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6256666.000000 Penalty: 5484.919922
	Iteration 17Q: 3 clusters Score -6256666 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -6257958.000000 Penalty: 5484.919922
	Iteration 18Q: 3 clusters Score -6257958 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -6258471.000000 Penalty: 5484.919922
	Iteration 19Q: 3 clusters Score -6258471 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -6258653.500000 Penalty: 5484.919922
	Iteration 20F: 3 clusters Score -6258654 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6258750.000000 Penalty: 5484.919922
	Iteration 21Q: 3 clusters Score -6258750 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6258796.500000 Penalty: 5484.919922
	Iteration 22Q: 3 clusters Score -6258796 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6258859.000000 Penalty: 5484.919922
	Iteration 23Q: 3 clusters Score -6258859 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -6258839.000000 Penalty: 5484.919922
	Iteration 24Q: 3 clusters Score -6258839 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -6258845.500000 Penalty: 5484.919922
	Iteration 25Q: 3 clusters Score -6258846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -6258871.000000 Penalty: 5484.919922
	Iteration 26Q: 3 clusters Score -6258871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -6258879.500000 Penalty: 5484.919922
	Iteration 27Q: 3 clusters Score -6258880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -6258875.500000 Penalty: 5484.919922
	Iteration 28Q: 3 clusters Score -6258876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -6258875.500000 Penalty: 5484.919922
	Iteration 29Q: 3 clusters Score -6258876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6258894.000000 Penalty: 5484.919922
	Iteration 30Q: 3 clusters Score -6258894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -6258900.500000 Penalty: 5484.919922
	Iteration 31Q: 3 clusters Score -6258900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -6258910.000000 Penalty: 5484.919922
	Iteration 32Q: 3 clusters Score -6258910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6258911.000000 Penalty: 5484.919922
	Iteration 33Q: 3 clusters Score -6258911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -6258910.000000 Penalty: 5484.919922
	Iteration 34Q: 3 clusters Score -6258910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -6258910.500000 Penalty: 5484.919922
	Iteration 35Q: 3 clusters Score -6258910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -6258906.500000 Penalty: 5484.919922
	Iteration 36Q: 3 clusters Score -6258906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6258910.000000 Penalty: 5484.919922
	Iteration 37Q: 3 clusters Score -6258910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -6258918.500000 Penalty: 5484.919922
	Iteration 38Q: 3 clusters Score -6258918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -6258923.000000 Penalty: 5484.919922
	Iteration 39Q: 3 clusters Score -6258923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -6258923.000000 Penalty: 5484.919922
	Iteration 40F: 3 clusters Score -6258923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6258918.500000 Penalty: 5484.919922
	Iteration 41Q: 3 clusters Score -6258918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6258918.500000 Penalty: 5484.919922
	Iteration 42F: 3 clusters Score -6258918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 79299 members 
Mstep: Class 15 contains 13430 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 41088 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 30 contains 60518 members 
Mstep: Class 31 contains 62468 members 
Mstep: Class 32 contains 22381 members 
Entering Unmasked Estep 
Score: -58790192.000000 Penalty: 105926.390625
Splitting cluster 17 changes total score from -58712036.000000 to -58790192.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (23839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Entering Unmasked Estep 
Score: -2386566.000000 Penalty: 2499.611328
	Iteration 0F: 2 clusters Score -2386566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2370061.000000 Penalty: 4999.222656
	Iteration 0F: 3 clusters Score -2370061 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2376117.500000 Penalty: 4999.222656
	Iteration 1F: 3 clusters Score -2376118 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2377714.000000 Penalty: 4999.222656
	Iteration 2F: 3 clusters Score -2377714 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2381409.500000 Penalty: 4999.222656
	Iteration 3F: 3 clusters Score -2381410 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2388355.750000 Penalty: 4999.222656
	Iteration 4F: 3 clusters Score -2388356 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2392957.500000 Penalty: 4999.222656
	Iteration 5F: 3 clusters Score -2392958 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2394229.000000 Penalty: 4999.222656
	Iteration 6F: 3 clusters Score -2394229 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2394593.250000 Penalty: 4999.222656
	Iteration 7Q: 3 clusters Score -2394593 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2394820.500000 Penalty: 4999.222656
	Iteration 8Q: 3 clusters Score -2394820 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2395159.000000 Penalty: 4999.222656
	Iteration 9Q: 3 clusters Score -2395159 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2395947.250000 Penalty: 4999.222656
	Iteration 10Q: 3 clusters Score -2395947 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2397268.250000 Penalty: 4999.222656
	Iteration 11Q: 3 clusters Score -2397268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2397942.750000 Penalty: 4999.222656
	Iteration 12Q: 3 clusters Score -2397943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2398002.250000 Penalty: 4999.222656
	Iteration 13Q: 3 clusters Score -2398002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2398009.750000 Penalty: 4999.222656
	Iteration 14Q: 3 clusters Score -2398010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2398011.000000 Penalty: 4999.222656
	Iteration 15Q: 3 clusters Score -2398011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2398011.000000 Penalty: 4999.222656
	Iteration 16Q: 3 clusters Score -2398011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2398012.000000 Penalty: 4999.222656
	Iteration 17Q: 3 clusters Score -2398012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2398012.000000 Penalty: 4999.222656
	Iteration 18F: 3 clusters Score -2398012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 79299 members 
Mstep: Class 15 contains 13430 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 41088 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 30 contains 60518 members 
Mstep: Class 31 contains 62468 members 
Mstep: Class 32 contains 22381 members 
Mstep: Class 33 contains 18498 members 
Entering Unmasked Estep 
Score: -58800660.000000 Penalty: 109236.593750
Splitting cluster 18 changes total score from -58712036.000000 to -58800660.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (22356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Entering Unmasked Estep 
Score: -2207689.500000 Penalty: 2483.682617
	Iteration 0F: 2 clusters Score -2207690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2192062.500000 Penalty: 4967.365234
	Iteration 0F: 3 clusters Score -2192062 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2197582.750000 Penalty: 4967.365234
	Iteration 1F: 3 clusters Score -2197583 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2198283.500000 Penalty: 4967.365234
	Iteration 2F: 3 clusters Score -2198284 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2199055.000000 Penalty: 4967.365234
	Iteration 3F: 3 clusters Score -2199055 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2199870.000000 Penalty: 4967.365234
	Iteration 4F: 3 clusters Score -2199870 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2200830.500000 Penalty: 4967.365234
	Iteration 5F: 3 clusters Score -2200830 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2202044.000000 Penalty: 4967.365234
	Iteration 6F: 3 clusters Score -2202044 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2203565.000000 Penalty: 4967.365234
	Iteration 7F: 3 clusters Score -2203565 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2205105.500000 Penalty: 4967.365234
	Iteration 8F: 3 clusters Score -2205106 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2206321.750000 Penalty: 4967.365234
	Iteration 9F: 3 clusters Score -2206322 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2207373.000000 Penalty: 4967.365234
	Iteration 10Q: 3 clusters Score -2207373 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2208499.250000 Penalty: 4967.365234
	Iteration 11Q: 3 clusters Score -2208499 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2209806.250000 Penalty: 4967.365234
	Iteration 12Q: 3 clusters Score -2209806 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2211212.500000 Penalty: 4967.365234
	Iteration 13Q: 3 clusters Score -2211212 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2212470.500000 Penalty: 4967.365234
	Iteration 14Q: 3 clusters Score -2212470 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2213283.250000 Penalty: 4967.365234
	Iteration 15Q: 3 clusters Score -2213283 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2213728.250000 Penalty: 4967.365234
	Iteration 16Q: 3 clusters Score -2213728 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2213921.500000 Penalty: 4967.365234
	Iteration 17Q: 3 clusters Score -2213922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2214075.250000 Penalty: 4967.365234
	Iteration 18Q: 3 clusters Score -2214075 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2214147.000000 Penalty: 4967.365234
	Iteration 19Q: 3 clusters Score -2214147 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2214197.750000 Penalty: 4967.365234
	Iteration 20F: 3 clusters Score -2214198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2214232.000000 Penalty: 4967.365234
	Iteration 21Q: 3 clusters Score -2214232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2214245.500000 Penalty: 4967.365234
	Iteration 22Q: 3 clusters Score -2214246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2214256.250000 Penalty: 4967.365234
	Iteration 23Q: 3 clusters Score -2214256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2214261.000000 Penalty: 4967.365234
	Iteration 24Q: 3 clusters Score -2214261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2214265.500000 Penalty: 4967.365234
	Iteration 25Q: 3 clusters Score -2214266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2214268.250000 Penalty: 4967.365234
	Iteration 26Q: 3 clusters Score -2214268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2214267.000000 Penalty: 4967.365234
	Iteration 27Q: 3 clusters Score -2214267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2214266.750000 Penalty: 4967.365234
	Iteration 28Q: 3 clusters Score -2214267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2214264.750000 Penalty: 4967.365234
	Iteration 29Q: 3 clusters Score -2214265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2214264.750000 Penalty: 4967.365234
	Iteration 30F: 3 clusters Score -2214265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 79299 members 
Mstep: Class 15 contains 13430 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 41088 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 14109 members 
Mstep: Class 20 contains 4286 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 61478 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 24175 members 
Mstep: Class 29 contains 5534 members 
Mstep: Class 30 contains 60518 members 
Mstep: Class 31 contains 62468 members 
Mstep: Class 32 contains 22381 members 
Mstep: Class 33 contains 18498 members 
Mstep: Class 34 contains 8247 members 
Entering Unmasked Estep 
Score: -58806204.000000 Penalty: 112546.796875
Splitting cluster 19 changes total score from -58712036.000000 to -58806204.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 20036 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 26614 members 
Mstep: Class 12 contains 22026 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 79299 members 
Mstep: Class 15 contains 13430 members 
Mstep: Class 17 contains 41088 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 14109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58835732.000000 Penalty: 112546.796875
Iteration 39Q: 35 clusters Score -5.883573e+07 nChanged 27303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8023 members 
Mstep: Class 3 contains 15709 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 4967 members 
Mstep: Class 7 contains 12227 members 
Mstep: Class 8 contains 20296 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 26485 members 
Mstep: Class 12 contains 21172 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 81579 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 10661 members 
Mstep: Class 17 contains 42710 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 15090 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 59498 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 7919 members 
Mstep: Class 27 contains 9966 members 
Mstep: Class 28 contains 22868 members 
Mstep: Class 29 contains 6500 members 
Mstep: Class 30 contains 58007 members 
Mstep: Class 31 contains 59858 members 
Mstep: Class 32 contains 22095 members 
Mstep: Class 33 contains 18164 members 
Mstep: Class 34 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58860492.000000 Penalty: 112546.796875
Iteration 40F: 35 clusters Score -5.886049e+07 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 15525 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 19809 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 9801 members 
Mstep: Class 11 contains 26391 members 
Mstep: Class 12 contains 20207 members 
Mstep: Class 13 contains 14822 members 
Mstep: Class 14 contains 83260 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 10731 members 
Mstep: Class 17 contains 40555 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 15402 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 21 contains 2783 members 
Mstep: Class 22 contains 59622 members 
Mstep: Class 23 contains 6849 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 8060 members 
Mstep: Class 27 contains 9961 members 
Mstep: Class 28 contains 22734 members 
Mstep: Class 29 contains 6834 members 
Mstep: Class 30 contains 57532 members 
Mstep: Class 31 contains 58831 members 
Mstep: Class 32 contains 22357 members 
Mstep: Class 33 contains 19397 members 
Mstep: Class 34 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870192.000000 Penalty: 112546.796875
Iteration 41Q: 35 clusters Score -5.887019e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 4878 members 
Mstep: Class 7 contains 13048 members 
Mstep: Class 8 contains 19408 members 
Mstep: Class 9 contains 4670 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 26294 members 
Mstep: Class 12 contains 19500 members 
Mstep: Class 13 contains 14765 members 
Mstep: Class 14 contains 85020 members 
Mstep: Class 15 contains 15306 members 
Mstep: Class 16 contains 10642 members 
Mstep: Class 17 contains 38681 members 
Mstep: Class 18 contains 5569 members 
Mstep: Class 19 contains 15683 members 
Mstep: Class 20 contains 4481 members 
Mstep: Class 21 contains 2859 members 
Mstep: Class 22 contains 59688 members 
Mstep: Class 23 contains 6820 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 6869 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 9960 members 
Mstep: Class 28 contains 22586 members 
Mstep: Class 29 contains 6850 members 
Mstep: Class 30 contains 56925 members 
Mstep: Class 31 contains 57833 members 
Mstep: Class 32 contains 22790 members 
Mstep: Class 33 contains 20254 members 
Mstep: Class 34 contains 7975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58875608.000000 Penalty: 112546.796875
Iteration 42Q: 35 clusters Score -5.887561e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 13372 members 
Mstep: Class 8 contains 18981 members 
Mstep: Class 9 contains 4689 members 
Mstep: Class 10 contains 11004 members 
Mstep: Class 11 contains 26175 members 
Mstep: Class 12 contains 18958 members 
Mstep: Class 13 contains 14754 members 
Mstep: Class 14 contains 86669 members 
Mstep: Class 15 contains 15610 members 
Mstep: Class 16 contains 10504 members 
Mstep: Class 17 contains 37018 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 15932 members 
Mstep: Class 20 contains 4536 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 59682 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 8328 members 
Mstep: Class 27 contains 9951 members 
Mstep: Class 28 contains 22411 members 
Mstep: Class 29 contains 6838 members 
Mstep: Class 30 contains 56490 members 
Mstep: Class 31 contains 56922 members 
Mstep: Class 32 contains 23261 members 
Mstep: Class 33 contains 20909 members 
Mstep: Class 34 contains 7896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58878696.000000 Penalty: 112546.796875
Iteration 43Q: 35 clusters Score -5.88787e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 6581 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 13617 members 
Mstep: Class 8 contains 18625 members 
Mstep: Class 9 contains 4706 members 
Mstep: Class 10 contains 11565 members 
Mstep: Class 11 contains 26071 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 88005 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 10354 members 
Mstep: Class 17 contains 35458 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 19 contains 16138 members 
Mstep: Class 20 contains 4571 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 59647 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 3379 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 8472 members 
Mstep: Class 27 contains 9942 members 
Mstep: Class 28 contains 22274 members 
Mstep: Class 29 contains 6820 members 
Mstep: Class 30 contains 56173 members 
Mstep: Class 31 contains 56113 members 
Mstep: Class 32 contains 23744 members 
Mstep: Class 33 contains 21472 members 
Mstep: Class 34 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881116.000000 Penalty: 112546.796875
Iteration 44Q: 35 clusters Score -5.888112e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 4861 members 
Mstep: Class 7 contains 13803 members 
Mstep: Class 8 contains 18245 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 12059 members 
Mstep: Class 11 contains 25976 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 89096 members 
Mstep: Class 15 contains 16144 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 34028 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 16328 members 
Mstep: Class 20 contains 4604 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 59632 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 3376 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 8642 members 
Mstep: Class 27 contains 9941 members 
Mstep: Class 28 contains 22160 members 
Mstep: Class 29 contains 6808 members 
Mstep: Class 30 contains 55953 members 
Mstep: Class 31 contains 55375 members 
Mstep: Class 32 contains 24241 members 
Mstep: Class 33 contains 21976 members 
Mstep: Class 34 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58882876.000000 Penalty: 112546.796875
Iteration 45Q: 35 clusters Score -5.888288e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6911 members 
Mstep: Class 3 contains 15337 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 13941 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 4741 members 
Mstep: Class 10 contains 12496 members 
Mstep: Class 11 contains 25884 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 89882 members 
Mstep: Class 15 contains 16399 members 
Mstep: Class 16 contains 10154 members 
Mstep: Class 17 contains 32743 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 19 contains 16493 members 
Mstep: Class 20 contains 4631 members 
Mstep: Class 21 contains 3045 members 
Mstep: Class 22 contains 59609 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 8837 members 
Mstep: Class 27 contains 9940 members 
Mstep: Class 28 contains 22056 members 
Mstep: Class 29 contains 6787 members 
Mstep: Class 30 contains 55873 members 
Mstep: Class 31 contains 54714 members 
Mstep: Class 32 contains 24752 members 
Mstep: Class 33 contains 22428 members 
Mstep: Class 34 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884504.000000 Penalty: 112546.796875
Iteration 46Q: 35 clusters Score -5.88845e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 3146 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 14037 members 
Mstep: Class 8 contains 17426 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 25798 members 
Mstep: Class 12 contains 17676 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 90547 members 
Mstep: Class 15 contains 16643 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 31570 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 19 contains 16615 members 
Mstep: Class 20 contains 4648 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 59568 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 9054 members 
Mstep: Class 27 contains 9935 members 
Mstep: Class 28 contains 21950 members 
Mstep: Class 29 contains 6770 members 
Mstep: Class 30 contains 55851 members 
Mstep: Class 31 contains 54159 members 
Mstep: Class 32 contains 25314 members 
Mstep: Class 33 contains 22827 members 
Mstep: Class 34 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58886096.000000 Penalty: 112546.796875
Iteration 47Q: 35 clusters Score -5.88861e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 14091 members 
Mstep: Class 8 contains 17051 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 25727 members 
Mstep: Class 12 contains 17460 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 91145 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9991 members 
Mstep: Class 17 contains 30496 members 
Mstep: Class 18 contains 5582 members 
Mstep: Class 19 contains 16708 members 
Mstep: Class 20 contains 4667 members 
Mstep: Class 21 contains 3115 members 
Mstep: Class 22 contains 59509 members 
Mstep: Class 23 contains 6594 members 
Mstep: Class 24 contains 3373 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 9931 members 
Mstep: Class 28 contains 21823 members 
Mstep: Class 29 contains 6750 members 
Mstep: Class 30 contains 55910 members 
Mstep: Class 31 contains 53692 members 
Mstep: Class 32 contains 25845 members 
Mstep: Class 33 contains 23179 members 
Mstep: Class 34 contains 7644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58887220.000000 Penalty: 112546.796875
Iteration 48Q: 35 clusters Score -5.888722e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 15330 members 
Mstep: Class 4 contains 6588 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 16682 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 13318 members 
Mstep: Class 11 contains 25658 members 
Mstep: Class 12 contains 17292 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 91624 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 29552 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 19 contains 16772 members 
Mstep: Class 20 contains 4680 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 59457 members 
Mstep: Class 23 contains 6585 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 9470 members 
Mstep: Class 27 contains 9926 members 
Mstep: Class 28 contains 21712 members 
Mstep: Class 29 contains 6729 members 
Mstep: Class 30 contains 55975 members 
Mstep: Class 31 contains 53231 members 
Mstep: Class 32 contains 26380 members 
Mstep: Class 33 contains 23496 members 
Mstep: Class 34 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58888368.000000 Penalty: 112546.796875
Iteration 49Q: 35 clusters Score -5.888837e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 6624 members 
Mstep: Class 3 contains 15330 members 
Mstep: Class 4 contains 6579 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 14152 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 13512 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 17132 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 92047 members 
Mstep: Class 15 contains 17287 members 
Mstep: Class 16 contains 9855 members 
Mstep: Class 17 contains 28617 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 19 contains 16851 members 
Mstep: Class 20 contains 4694 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 59410 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 6936 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 9922 members 
Mstep: Class 28 contains 21607 members 
Mstep: Class 29 contains 6707 members 
Mstep: Class 30 contains 56053 members 
Mstep: Class 31 contains 52853 members 
Mstep: Class 32 contains 26906 members 
Mstep: Class 33 contains 23772 members 
Mstep: Class 34 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58889188.000000 Penalty: 112546.796875
Iteration 50Q: 35 clusters Score -5.888919e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 14214 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 13669 members 
Mstep: Class 11 contains 25563 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 14987 members 
Mstep: Class 14 contains 92369 members 
Mstep: Class 15 contains 17447 members 
Mstep: Class 16 contains 9800 members 
Mstep: Class 17 contains 27746 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 16930 members 
Mstep: Class 20 contains 4706 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 59365 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 9987 members 
Mstep: Class 27 contains 9913 members 
Mstep: Class 28 contains 21499 members 
Mstep: Class 29 contains 6679 members 
Mstep: Class 30 contains 56189 members 
Mstep: Class 31 contains 52489 members 
Mstep: Class 32 contains 27396 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 7540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58890124.000000 Penalty: 112546.796875
Iteration 51Q: 35 clusters Score -5.889012e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 15329 members 
Mstep: Class 4 contains 6561 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 14255 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 13779 members 
Mstep: Class 11 contains 25537 members 
Mstep: Class 12 contains 16886 members 
Mstep: Class 13 contains 14996 members 
Mstep: Class 14 contains 92614 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 9734 members 
Mstep: Class 17 contains 26926 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 17016 members 
Mstep: Class 20 contains 4718 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 59311 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 10243 members 
Mstep: Class 27 contains 9909 members 
Mstep: Class 28 contains 21394 members 
Mstep: Class 29 contains 6660 members 
Mstep: Class 30 contains 56375 members 
Mstep: Class 31 contains 52150 members 
Mstep: Class 32 contains 27875 members 
Mstep: Class 33 contains 24270 members 
Mstep: Class 34 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58890560.000000 Penalty: 112546.796875
Iteration 52Q: 35 clusters Score -5.889056e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 14285 members 
Mstep: Class 8 contains 15448 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 13873 members 
Mstep: Class 11 contains 25520 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 14994 members 
Mstep: Class 14 contains 92829 members 
Mstep: Class 15 contains 17792 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 26164 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 17094 members 
Mstep: Class 20 contains 4729 members 
Mstep: Class 21 contains 3186 members 
Mstep: Class 22 contains 59249 members 
Mstep: Class 23 contains 6528 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 6980 members 
Mstep: Class 26 contains 10451 members 
Mstep: Class 27 contains 9906 members 
Mstep: Class 28 contains 21276 members 
Mstep: Class 29 contains 6646 members 
Mstep: Class 30 contains 56594 members 
Mstep: Class 31 contains 51835 members 
Mstep: Class 32 contains 28301 members 
Mstep: Class 33 contains 24494 members 
Mstep: Class 34 contains 7468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58890984.000000 Penalty: 112546.796875
Iteration 53Q: 35 clusters Score -5.889098e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 6452 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 15220 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 13961 members 
Mstep: Class 11 contains 25496 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 92997 members 
Mstep: Class 15 contains 17967 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 25446 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 17170 members 
Mstep: Class 20 contains 4736 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 59215 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 3357 members 
Mstep: Class 25 contains 6988 members 
Mstep: Class 26 contains 10652 members 
Mstep: Class 27 contains 9905 members 
Mstep: Class 28 contains 21183 members 
Mstep: Class 29 contains 6639 members 
Mstep: Class 30 contains 56821 members 
Mstep: Class 31 contains 51515 members 
Mstep: Class 32 contains 28669 members 
Mstep: Class 33 contains 24718 members 
Mstep: Class 34 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58891720.000000 Penalty: 112546.796875
Iteration 54Q: 35 clusters Score -5.889172e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 15030 members 
Mstep: Class 9 contains 4815 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 25472 members 
Mstep: Class 12 contains 16579 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 93161 members 
Mstep: Class 15 contains 18138 members 
Mstep: Class 16 contains 9598 members 
Mstep: Class 17 contains 24829 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 17241 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 59184 members 
Mstep: Class 23 contains 6509 members 
Mstep: Class 24 contains 3354 members 
Mstep: Class 25 contains 6990 members 
Mstep: Class 26 contains 10836 members 
Mstep: Class 27 contains 9899 members 
Mstep: Class 28 contains 21090 members 
Mstep: Class 29 contains 6634 members 
Mstep: Class 30 contains 57007 members 
Mstep: Class 31 contains 51222 members 
Mstep: Class 32 contains 28986 members 
Mstep: Class 33 contains 24932 members 
Mstep: Class 34 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58892196.000000 Penalty: 112546.796875
Iteration 55Q: 35 clusters Score -5.88922e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 6373 members 
Mstep: Class 3 contains 15352 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 14856 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 25450 members 
Mstep: Class 12 contains 16512 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 93312 members 
Mstep: Class 15 contains 18275 members 
Mstep: Class 16 contains 9555 members 
Mstep: Class 17 contains 24233 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 4753 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 59159 members 
Mstep: Class 23 contains 6515 members 
Mstep: Class 24 contains 3348 members 
Mstep: Class 25 contains 6991 members 
Mstep: Class 26 contains 11012 members 
Mstep: Class 27 contains 9893 members 
Mstep: Class 28 contains 20997 members 
Mstep: Class 29 contains 6630 members 
Mstep: Class 30 contains 57189 members 
Mstep: Class 31 contains 50943 members 
Mstep: Class 32 contains 29275 members 
Mstep: Class 33 contains 25145 members 
Mstep: Class 34 contains 7370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58892548.000000 Penalty: 112546.796875
Iteration 56Q: 35 clusters Score -5.889255e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 15363 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 14680 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 14084 members 
Mstep: Class 11 contains 25437 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 14983 members 
Mstep: Class 14 contains 93441 members 
Mstep: Class 15 contains 18412 members 
Mstep: Class 16 contains 9528 members 
Mstep: Class 17 contains 23633 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 4766 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 59146 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 11187 members 
Mstep: Class 27 contains 9890 members 
Mstep: Class 28 contains 20905 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 57396 members 
Mstep: Class 31 contains 50682 members 
Mstep: Class 32 contains 29583 members 
Mstep: Class 33 contains 25338 members 
Mstep: Class 34 contains 7340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58892904.000000 Penalty: 112546.796875
Iteration 57Q: 35 clusters Score -5.88929e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 6309 members 
Mstep: Class 3 contains 15371 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 4858 members 
Mstep: Class 7 contains 14345 members 
Mstep: Class 8 contains 14542 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 25430 members 
Mstep: Class 12 contains 16424 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 93534 members 
Mstep: Class 15 contains 18527 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 23126 members 
Mstep: Class 18 contains 5640 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 4774 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 59130 members 
Mstep: Class 23 contains 6502 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 7011 members 
Mstep: Class 26 contains 11319 members 
Mstep: Class 27 contains 9890 members 
Mstep: Class 28 contains 20835 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 57573 members 
Mstep: Class 31 contains 50441 members 
Mstep: Class 32 contains 29853 members 
Mstep: Class 33 contains 25503 members 
Mstep: Class 34 contains 7309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58893208.000000 Penalty: 112546.796875
Iteration 58Q: 35 clusters Score -5.889321e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 15374 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 6 contains 4865 members 
Mstep: Class 7 contains 14356 members 
Mstep: Class 8 contains 14412 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 14127 members 
Mstep: Class 11 contains 25410 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 93634 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 9472 members 
Mstep: Class 17 contains 22650 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 17491 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 22 contains 59109 members 
Mstep: Class 23 contains 6495 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 7017 members 
Mstep: Class 26 contains 11448 members 
Mstep: Class 27 contains 9890 members 
Mstep: Class 28 contains 20774 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 57744 members 
Mstep: Class 31 contains 50214 members 
Mstep: Class 32 contains 30082 members 
Mstep: Class 33 contains 25666 members 
Mstep: Class 34 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58893352.000000 Penalty: 112546.796875
Iteration 59Q: 35 clusters Score -5.889335e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 15374 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 4884 members 
Mstep: Class 7 contains 14361 members 
Mstep: Class 8 contains 14280 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 14141 members 
Mstep: Class 11 contains 25395 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 93733 members 
Mstep: Class 15 contains 18729 members 
Mstep: Class 16 contains 9455 members 
Mstep: Class 17 contains 22248 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 17552 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 59077 members 
Mstep: Class 23 contains 6486 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 7028 members 
Mstep: Class 26 contains 11581 members 
Mstep: Class 27 contains 9890 members 
Mstep: Class 28 contains 20708 members 
Mstep: Class 29 contains 6627 members 
Mstep: Class 30 contains 57890 members 
Mstep: Class 31 contains 50006 members 
Mstep: Class 32 contains 30273 members 
Mstep: Class 33 contains 25826 members 
Mstep: Class 34 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58894020.000000 Penalty: 112546.796875
Iteration 60F: 35 clusters Score -5.889402e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 14374 members 
Mstep: Class 8 contains 14082 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 14161 members 
Mstep: Class 11 contains 25380 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 14935 members 
Mstep: Class 14 contains 93822 members 
Mstep: Class 15 contains 18815 members 
Mstep: Class 16 contains 9413 members 
Mstep: Class 17 contains 21981 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 17620 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 59054 members 
Mstep: Class 23 contains 6490 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7038 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 9889 members 
Mstep: Class 28 contains 20640 members 
Mstep: Class 29 contains 6627 members 
Mstep: Class 30 contains 58034 members 
Mstep: Class 31 contains 49785 members 
Mstep: Class 32 contains 30415 members 
Mstep: Class 33 contains 25964 members 
Mstep: Class 34 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58894748.000000 Penalty: 112546.796875
Iteration 61Q: 35 clusters Score -5.889475e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 6212 members 
Mstep: Class 3 contains 15380 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14178 members 
Mstep: Class 11 contains 25372 members 
Mstep: Class 12 contains 16224 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 93913 members 
Mstep: Class 15 contains 18912 members 
Mstep: Class 16 contains 9376 members 
Mstep: Class 17 contains 21703 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 59018 members 
Mstep: Class 23 contains 6488 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 11681 members 
Mstep: Class 27 contains 9895 members 
Mstep: Class 28 contains 20562 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 58175 members 
Mstep: Class 31 contains 49582 members 
Mstep: Class 32 contains 30550 members 
Mstep: Class 33 contains 26085 members 
Mstep: Class 34 contains 7208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58895288.000000 Penalty: 112546.796875
Iteration 62Q: 35 clusters Score -5.889529e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 6193 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 4619 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 13823 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14175 members 
Mstep: Class 11 contains 25360 members 
Mstep: Class 12 contains 16185 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 94025 members 
Mstep: Class 15 contains 19005 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 21453 members 
Mstep: Class 18 contains 5644 members 
Mstep: Class 19 contains 17748 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 3226 members 
Mstep: Class 22 contains 58960 members 
Mstep: Class 23 contains 6499 members 
Mstep: Class 24 contains 3319 members 
Mstep: Class 25 contains 7062 members 
Mstep: Class 26 contains 11719 members 
Mstep: Class 27 contains 9902 members 
Mstep: Class 28 contains 20493 members 
Mstep: Class 29 contains 6623 members 
Mstep: Class 30 contains 58293 members 
Mstep: Class 31 contains 49389 members 
Mstep: Class 32 contains 30664 members 
Mstep: Class 33 contains 26199 members 
Mstep: Class 34 contains 7179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58895688.000000 Penalty: 112546.796875
Iteration 63Q: 35 clusters Score -5.889569e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 6183 members 
Mstep: Class 3 contains 15393 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 13707 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 14176 members 
Mstep: Class 11 contains 25353 members 
Mstep: Class 12 contains 16151 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 94112 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 21230 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 17796 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 58904 members 
Mstep: Class 23 contains 6511 members 
Mstep: Class 24 contains 3315 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11743 members 
Mstep: Class 27 contains 9908 members 
Mstep: Class 28 contains 20430 members 
Mstep: Class 29 contains 6619 members 
Mstep: Class 30 contains 58400 members 
Mstep: Class 31 contains 49201 members 
Mstep: Class 32 contains 30779 members 
Mstep: Class 33 contains 26312 members 
Mstep: Class 34 contains 7150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58896176.000000 Penalty: 112546.796875
Iteration 64Q: 35 clusters Score -5.889618e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 6171 members 
Mstep: Class 3 contains 15404 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 13595 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14182 members 
Mstep: Class 11 contains 25346 members 
Mstep: Class 12 contains 16125 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 94211 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 9319 members 
Mstep: Class 17 contains 20996 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 17843 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 58850 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 3313 members 
Mstep: Class 25 contains 7086 members 
Mstep: Class 26 contains 11774 members 
Mstep: Class 27 contains 9918 members 
Mstep: Class 28 contains 20361 members 
Mstep: Class 29 contains 6616 members 
Mstep: Class 30 contains 58475 members 
Mstep: Class 31 contains 49048 members 
Mstep: Class 32 contains 30886 members 
Mstep: Class 33 contains 26421 members 
Mstep: Class 34 contains 7111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58896408.000000 Penalty: 112546.796875
Iteration 65Q: 35 clusters Score -5.889641e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6159 members 
Mstep: Class 3 contains 15414 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 14340 members 
Mstep: Class 8 contains 13489 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 14193 members 
Mstep: Class 11 contains 25339 members 
Mstep: Class 12 contains 16094 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 94319 members 
Mstep: Class 15 contains 19202 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 17881 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 58785 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 3321 members 
Mstep: Class 25 contains 7101 members 
Mstep: Class 26 contains 11792 members 
Mstep: Class 27 contains 9932 members 
Mstep: Class 28 contains 20283 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 58551 members 
Mstep: Class 31 contains 48912 members 
Mstep: Class 32 contains 30988 members 
Mstep: Class 33 contains 26521 members 
Mstep: Class 34 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58896880.000000 Penalty: 112546.796875
Iteration 66Q: 35 clusters Score -5.889688e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 6489 members 
Mstep: Class 5 contains 5533 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 13409 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 14199 members 
Mstep: Class 11 contains 25324 members 
Mstep: Class 12 contains 16050 members 
Mstep: Class 13 contains 14971 members 
Mstep: Class 14 contains 94435 members 
Mstep: Class 15 contains 19248 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 20608 members 
Mstep: Class 18 contains 5653 members 
Mstep: Class 19 contains 17922 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 58717 members 
Mstep: Class 23 contains 6564 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 7103 members 
Mstep: Class 26 contains 11805 members 
Mstep: Class 27 contains 9951 members 
Mstep: Class 28 contains 20205 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 58622 members 
Mstep: Class 31 contains 48800 members 
Mstep: Class 32 contains 31071 members 
Mstep: Class 33 contains 26614 members 
Mstep: Class 34 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897048.000000 Penalty: 112546.796875
Iteration 67Q: 35 clusters Score -5.889705e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 6146 members 
Mstep: Class 3 contains 15423 members 
Mstep: Class 4 contains 6483 members 
Mstep: Class 5 contains 5639 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 13353 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14204 members 
Mstep: Class 11 contains 25318 members 
Mstep: Class 12 contains 16011 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 94541 members 
Mstep: Class 15 contains 19288 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 20469 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 17974 members 
Mstep: Class 20 contains 4799 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 58650 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 7106 members 
Mstep: Class 26 contains 11812 members 
Mstep: Class 27 contains 9973 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 58670 members 
Mstep: Class 31 contains 48684 members 
Mstep: Class 32 contains 31137 members 
Mstep: Class 33 contains 26701 members 
Mstep: Class 34 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897332.000000 Penalty: 112546.796875
Iteration 68Q: 35 clusters Score -5.889733e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 6139 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 6479 members 
Mstep: Class 5 contains 5772 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 25308 members 
Mstep: Class 12 contains 15981 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 94640 members 
Mstep: Class 15 contains 19353 members 
Mstep: Class 16 contains 9274 members 
Mstep: Class 17 contains 20292 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 18029 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 58595 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 7113 members 
Mstep: Class 26 contains 11802 members 
Mstep: Class 27 contains 9988 members 
Mstep: Class 28 contains 20042 members 
Mstep: Class 29 contains 6619 members 
Mstep: Class 30 contains 58722 members 
Mstep: Class 31 contains 48547 members 
Mstep: Class 32 contains 31220 members 
Mstep: Class 33 contains 26781 members 
Mstep: Class 34 contains 6989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897352.000000 Penalty: 112546.796875
Iteration 69Q: 35 clusters Score -5.889735e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 15430 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 13232 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 14221 members 
Mstep: Class 11 contains 25305 members 
Mstep: Class 12 contains 15954 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 94731 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 9268 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 18064 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 58532 members 
Mstep: Class 23 contains 6587 members 
Mstep: Class 24 contains 3335 members 
Mstep: Class 25 contains 7117 members 
Mstep: Class 26 contains 11805 members 
Mstep: Class 27 contains 9999 members 
Mstep: Class 28 contains 19969 members 
Mstep: Class 29 contains 6623 members 
Mstep: Class 30 contains 58779 members 
Mstep: Class 31 contains 48445 members 
Mstep: Class 32 contains 31290 members 
Mstep: Class 33 contains 26851 members 
Mstep: Class 34 contains 6961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897548.000000 Penalty: 112546.796875
Iteration 70Q: 35 clusters Score -5.889755e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 8 contains 13175 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 25308 members 
Mstep: Class 12 contains 15911 members 
Mstep: Class 13 contains 14931 members 
Mstep: Class 14 contains 94836 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 9265 members 
Mstep: Class 17 contains 19986 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 4802 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 58480 members 
Mstep: Class 23 contains 6600 members 
Mstep: Class 24 contains 3335 members 
Mstep: Class 25 contains 7114 members 
Mstep: Class 26 contains 11817 members 
Mstep: Class 27 contains 10017 members 
Mstep: Class 28 contains 19892 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 58832 members 
Mstep: Class 31 contains 48344 members 
Mstep: Class 32 contains 31361 members 
Mstep: Class 33 contains 26909 members 
Mstep: Class 34 contains 6942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897724.000000 Penalty: 112546.796875
Iteration 71Q: 35 clusters Score -5.889772e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 13137 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 25309 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 14922 members 
Mstep: Class 14 contains 94925 members 
Mstep: Class 15 contains 19475 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 19881 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 18132 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 58440 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 11825 members 
Mstep: Class 27 contains 10028 members 
Mstep: Class 28 contains 19828 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 58867 members 
Mstep: Class 31 contains 48263 members 
Mstep: Class 32 contains 31427 members 
Mstep: Class 33 contains 26949 members 
Mstep: Class 34 contains 6916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897708.000000 Penalty: 112546.796875
Iteration 72Q: 35 clusters Score -5.889771e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 6124 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 13101 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 25305 members 
Mstep: Class 12 contains 15863 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 95017 members 
Mstep: Class 15 contains 19519 members 
Mstep: Class 16 contains 9252 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 18160 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 58389 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 7133 members 
Mstep: Class 26 contains 11813 members 
Mstep: Class 27 contains 10035 members 
Mstep: Class 28 contains 19758 members 
Mstep: Class 29 contains 6622 members 
Mstep: Class 30 contains 58908 members 
Mstep: Class 31 contains 48200 members 
Mstep: Class 32 contains 31476 members 
Mstep: Class 33 contains 26989 members 
Mstep: Class 34 contains 6888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897816.000000 Penalty: 112546.796875
Iteration 73Q: 35 clusters Score -5.889782e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 15444 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 14270 members 
Mstep: Class 8 contains 13068 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 25303 members 
Mstep: Class 12 contains 15841 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 95105 members 
Mstep: Class 15 contains 19538 members 
Mstep: Class 16 contains 9260 members 
Mstep: Class 17 contains 19681 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58346 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 7143 members 
Mstep: Class 26 contains 11795 members 
Mstep: Class 27 contains 10045 members 
Mstep: Class 28 contains 19701 members 
Mstep: Class 29 contains 6623 members 
Mstep: Class 30 contains 58940 members 
Mstep: Class 31 contains 48145 members 
Mstep: Class 32 contains 31533 members 
Mstep: Class 33 contains 27020 members 
Mstep: Class 34 contains 6864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898004.000000 Penalty: 112546.796875
Iteration 74Q: 35 clusters Score -5.8898e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 15450 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 14254 members 
Mstep: Class 8 contains 13059 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 15832 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 95182 members 
Mstep: Class 15 contains 19546 members 
Mstep: Class 16 contains 9264 members 
Mstep: Class 17 contains 19584 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 18238 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 58304 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 7146 members 
Mstep: Class 26 contains 11773 members 
Mstep: Class 27 contains 10058 members 
Mstep: Class 28 contains 19639 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 58973 members 
Mstep: Class 31 contains 48101 members 
Mstep: Class 32 contains 31587 members 
Mstep: Class 33 contains 27050 members 
Mstep: Class 34 contains 6833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898028.000000 Penalty: 112546.796875
Iteration 75Q: 35 clusters Score -5.889803e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 13036 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14249 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 15830 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 95228 members 
Mstep: Class 15 contains 19570 members 
Mstep: Class 16 contains 9268 members 
Mstep: Class 17 contains 19515 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 18270 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58270 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 7142 members 
Mstep: Class 26 contains 11765 members 
Mstep: Class 27 contains 10069 members 
Mstep: Class 28 contains 19597 members 
Mstep: Class 29 contains 6628 members 
Mstep: Class 30 contains 59013 members 
Mstep: Class 31 contains 48047 members 
Mstep: Class 32 contains 31624 members 
Mstep: Class 33 contains 27077 members 
Mstep: Class 34 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898212.000000 Penalty: 112546.796875
Iteration 76Q: 35 clusters Score -5.889821e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 15462 members 
Mstep: Class 4 contains 6478 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 25292 members 
Mstep: Class 12 contains 15828 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 95276 members 
Mstep: Class 15 contains 19588 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 19431 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 18301 members 
Mstep: Class 20 contains 4819 members 
Mstep: Class 21 contains 3245 members 
Mstep: Class 22 contains 58240 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 3335 members 
Mstep: Class 25 contains 7144 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 10080 members 
Mstep: Class 28 contains 19551 members 
Mstep: Class 29 contains 6627 members 
Mstep: Class 30 contains 59062 members 
Mstep: Class 31 contains 47990 members 
Mstep: Class 32 contains 31663 members 
Mstep: Class 33 contains 27117 members 
Mstep: Class 34 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898324.000000 Penalty: 112546.796875
Iteration 77Q: 35 clusters Score -5.889832e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 6100 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 14185 members 
Mstep: Class 8 contains 12946 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 25291 members 
Mstep: Class 12 contains 15831 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 95313 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 9273 members 
Mstep: Class 17 contains 19354 members 
Mstep: Class 18 contains 5693 members 
Mstep: Class 19 contains 18328 members 
Mstep: Class 20 contains 4819 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58207 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 7150 members 
Mstep: Class 26 contains 11746 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 19513 members 
Mstep: Class 29 contains 6628 members 
Mstep: Class 30 contains 59100 members 
Mstep: Class 31 contains 47948 members 
Mstep: Class 32 contains 31697 members 
Mstep: Class 33 contains 27139 members 
Mstep: Class 34 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898236.000000 Penalty: 112546.796875
Iteration 78Q: 35 clusters Score -5.889824e+07 nChanged 655
Entering ConstructFrom: 
Score: -58898236.000000 Penalty: 112546.796875
Entering ConstructFrom: 
Trying to split cluster 1 (13460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Entering Unmasked Estep 
Score: -1255205.750000 Penalty: 2357.854492
	Iteration 0F: 2 clusters Score -1255206 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 6758 members 
Entering Unmasked Estep 
Score: -1245365.000000 Penalty: 4715.708984
	Iteration 0F: 3 clusters Score -1245365 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1249266.625000 Penalty: 4715.708984
	Iteration 1F: 3 clusters Score -1249267 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1250829.500000 Penalty: 4715.708984
	Iteration 2F: 3 clusters Score -1250830 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1252290.625000 Penalty: 4715.708984
	Iteration 3F: 3 clusters Score -1252291 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1253521.125000 Penalty: 4715.708984
	Iteration 4F: 3 clusters Score -1253521 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1254565.250000 Penalty: 4715.708984
	Iteration 5F: 3 clusters Score -1254565 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1255293.375000 Penalty: 4715.708984
	Iteration 6F: 3 clusters Score -1255293 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1255739.375000 Penalty: 4715.708984
	Iteration 7Q: 3 clusters Score -1255739 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1255962.500000 Penalty: 4715.708984
	Iteration 8Q: 3 clusters Score -1255962 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1256086.375000 Penalty: 4715.708984
	Iteration 9Q: 3 clusters Score -1256086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1256171.500000 Penalty: 4715.708984
	Iteration 10Q: 3 clusters Score -1256172 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1256208.750000 Penalty: 4715.708984
	Iteration 11Q: 3 clusters Score -1256209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1256243.500000 Penalty: 4715.708984
	Iteration 12Q: 3 clusters Score -1256244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1256263.500000 Penalty: 4715.708984
	Iteration 13Q: 3 clusters Score -1256264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1256272.250000 Penalty: 4715.708984
	Iteration 14Q: 3 clusters Score -1256272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1256282.625000 Penalty: 4715.708984
	Iteration 15Q: 3 clusters Score -1256283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1256289.250000 Penalty: 4715.708984
	Iteration 16Q: 3 clusters Score -1256289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1256292.875000 Penalty: 4715.708984
	Iteration 17Q: 3 clusters Score -1256293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1256296.875000 Penalty: 4715.708984
	Iteration 18Q: 3 clusters Score -1256297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1256298.000000 Penalty: 4715.708984
	Iteration 19Q: 3 clusters Score -1256298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1256298.000000 Penalty: 4715.708984
	Iteration 20F: 3 clusters Score -1256298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1256295.625000 Penalty: 4715.708984
	Iteration 21Q: 3 clusters Score -1256296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1256296.000000 Penalty: 4715.708984
	Iteration 22Q: 3 clusters Score -1256296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1256295.875000 Penalty: 4715.708984
	Iteration 23Q: 3 clusters Score -1256296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1256298.500000 Penalty: 4715.708984
	Iteration 24Q: 3 clusters Score -1256298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1256296.500000 Penalty: 4715.708984
	Iteration 25Q: 3 clusters Score -1256296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1256298.750000 Penalty: 4715.708984
	Iteration 26Q: 3 clusters Score -1256299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1256296.750000 Penalty: 4715.708984
	Iteration 27Q: 3 clusters Score -1256297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1256301.000000 Penalty: 4715.708984
	Iteration 28Q: 3 clusters Score -1256301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1256299.875000 Penalty: 4715.708984
	Iteration 29Q: 3 clusters Score -1256300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1256302.000000 Penalty: 4715.708984
	Iteration 30Q: 3 clusters Score -1256302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1256301.125000 Penalty: 4715.708984
	Iteration 31Q: 3 clusters Score -1256301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1256300.250000 Penalty: 4715.708984
	Iteration 32Q: 3 clusters Score -1256300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1256298.625000 Penalty: 4715.708984
	Iteration 33Q: 3 clusters Score -1256299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1256298.375000 Penalty: 4715.708984
	Iteration 34Q: 3 clusters Score -1256298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1256297.750000 Penalty: 4715.708984
	Iteration 35Q: 3 clusters Score -1256298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1256300.250000 Penalty: 4715.708984
	Iteration 36Q: 3 clusters Score -1256300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1256301.000000 Penalty: 4715.708984
	Iteration 37Q: 3 clusters Score -1256301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1256304.500000 Penalty: 4715.708984
	Iteration 38Q: 3 clusters Score -1256304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1256309.250000 Penalty: 4715.708984
	Iteration 39Q: 3 clusters Score -1256309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1256306.750000 Penalty: 4715.708984
	Iteration 40F: 3 clusters Score -1256307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1256307.250000 Penalty: 4715.708984
	Iteration 41Q: 3 clusters Score -1256307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1256308.500000 Penalty: 4715.708984
	Iteration 42Q: 3 clusters Score -1256308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1256308.500000 Penalty: 4715.708984
	Iteration 43F: 3 clusters Score -1256308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 18343 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 6205 members 
Entering Unmasked Estep 
Score: -58898552.000000 Penalty: 115856.992188
Splitting cluster 1 changes total score from -58898236.000000 to -58898552.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -544170.875000 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -544170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -538974.250000 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -538974.2 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -540609.312500 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -540609.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -541175.875000 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -541175.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -541615.500000 Penalty: 4322.914062
	Iteration 3F: 3 clusters Score -541615.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -541959.250000 Penalty: 4322.914062
	Iteration 4F: 3 clusters Score -541959.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -542242.750000 Penalty: 4322.914062
	Iteration 5F: 3 clusters Score -542242.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -542481.812500 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -542481.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -542649.562500 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -542649.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -542765.062500 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -542765.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -542821.312500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -542821.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -542867.250000 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -542867.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -542905.687500 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -542905.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -542935.687500 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -542935.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -542964.562500 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -542964.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -542991.062500 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -542991.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -543024.562500 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -543024.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -543069.000000 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -543069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -543112.562500 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -543112.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -543159.000000 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -543159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -543200.687500 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -543200.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -543241.562500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -543241.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -543277.562500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -543277.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -543310.500000 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -543310.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -543353.000000 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -543353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -543394.687500 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -543394.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -543447.875000 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -543447.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -543509.687500 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -543509.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -543560.687500 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -543560.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -543594.312500 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -543594.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -543609.375000 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -543609.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -543619.125000 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -543619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -543621.187500 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -543621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -543623.187500 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -543623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -543625.625000 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -543625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -543628.500000 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -543628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -543630.312500 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -543630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -543631.500000 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -543631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -543632.625000 Penalty: 4322.914062
	Iteration 37Q: 3 clusters Score -543632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -543636.125000 Penalty: 4322.914062
	Iteration 38Q: 3 clusters Score -543636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -543638.187500 Penalty: 4322.914062
	Iteration 39Q: 3 clusters Score -543638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -543639.937500 Penalty: 4322.914062
	Iteration 40F: 3 clusters Score -543639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -543641.750000 Penalty: 4322.914062
	Iteration 41Q: 3 clusters Score -543641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -543643.000000 Penalty: 4322.914062
	Iteration 42Q: 3 clusters Score -543643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -543645.875000 Penalty: 4322.914062
	Iteration 43Q: 3 clusters Score -543645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -543647.062500 Penalty: 4322.914062
	Iteration 44Q: 3 clusters Score -543647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -543648.250000 Penalty: 4322.914062
	Iteration 45Q: 3 clusters Score -543648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -543650.812500 Penalty: 4322.914062
	Iteration 46Q: 3 clusters Score -543650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -543652.312500 Penalty: 4322.914062
	Iteration 47Q: 3 clusters Score -543652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -543653.375000 Penalty: 4322.914062
	Iteration 48Q: 3 clusters Score -543653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -543655.625000 Penalty: 4322.914062
	Iteration 49Q: 3 clusters Score -543655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -543661.437500 Penalty: 4322.914062
	Iteration 50Q: 3 clusters Score -543661.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -543664.625000 Penalty: 4322.914062
	Iteration 51Q: 3 clusters Score -543664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -543667.500000 Penalty: 4322.914062
	Iteration 52Q: 3 clusters Score -543667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -543672.062500 Penalty: 4322.914062
	Iteration 53Q: 3 clusters Score -543672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -543674.250000 Penalty: 4322.914062
	Iteration 54Q: 3 clusters Score -543674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -543674.750000 Penalty: 4322.914062
	Iteration 55Q: 3 clusters Score -543674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -543678.500000 Penalty: 4322.914062
	Iteration 56Q: 3 clusters Score -543678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -543679.812500 Penalty: 4322.914062
	Iteration 57Q: 3 clusters Score -543679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -543681.062500 Penalty: 4322.914062
	Iteration 58Q: 3 clusters Score -543681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -543681.875000 Penalty: 4322.914062
	Iteration 59Q: 3 clusters Score -543681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -543682.875000 Penalty: 4322.914062
	Iteration 60F: 3 clusters Score -543682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -543683.000000 Penalty: 4322.914062
	Iteration 61Q: 3 clusters Score -543683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -543683.875000 Penalty: 4322.914062
	Iteration 62Q: 3 clusters Score -543683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -543683.812500 Penalty: 4322.914062
	Iteration 63Q: 3 clusters Score -543683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -543683.812500 Penalty: 4322.914062
	Iteration 64F: 3 clusters Score -543683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Entering Unmasked Estep 
Score: -1454067.500000 Penalty: 2392.467529
	Iteration 0F: 2 clusters Score -1454068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1442993.625000 Penalty: 4784.935059
	Iteration 0F: 3 clusters Score -1442994 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1447232.625000 Penalty: 4784.935059
	Iteration 1F: 3 clusters Score -1447233 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1448320.625000 Penalty: 4784.935059
	Iteration 2F: 3 clusters Score -1448321 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1449310.750000 Penalty: 4784.935059
	Iteration 3F: 3 clusters Score -1449311 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1450261.375000 Penalty: 4784.935059
	Iteration 4F: 3 clusters Score -1450261 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1451255.500000 Penalty: 4784.935059
	Iteration 5F: 3 clusters Score -1451256 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1452312.500000 Penalty: 4784.935059
	Iteration 6F: 3 clusters Score -1452312 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1453177.750000 Penalty: 4784.935059
	Iteration 7F: 3 clusters Score -1453178 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1453695.125000 Penalty: 4784.935059
	Iteration 8Q: 3 clusters Score -1453695 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1454031.625000 Penalty: 4784.935059
	Iteration 9Q: 3 clusters Score -1454032 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1454298.000000 Penalty: 4784.935059
	Iteration 10Q: 3 clusters Score -1454298 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1454526.250000 Penalty: 4784.935059
	Iteration 11Q: 3 clusters Score -1454526 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1454681.750000 Penalty: 4784.935059
	Iteration 12Q: 3 clusters Score -1454682 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1454793.375000 Penalty: 4784.935059
	Iteration 13Q: 3 clusters Score -1454793 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1454876.625000 Penalty: 4784.935059
	Iteration 14Q: 3 clusters Score -1454877 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1454931.750000 Penalty: 4784.935059
	Iteration 15Q: 3 clusters Score -1454932 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1454975.250000 Penalty: 4784.935059
	Iteration 16Q: 3 clusters Score -1454975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1455002.625000 Penalty: 4784.935059
	Iteration 17Q: 3 clusters Score -1455003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1455020.000000 Penalty: 4784.935059
	Iteration 18Q: 3 clusters Score -1455020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1455024.000000 Penalty: 4784.935059
	Iteration 19Q: 3 clusters Score -1455024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1455041.000000 Penalty: 4784.935059
	Iteration 20F: 3 clusters Score -1455041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1455047.750000 Penalty: 4784.935059
	Iteration 21Q: 3 clusters Score -1455048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1455050.875000 Penalty: 4784.935059
	Iteration 22Q: 3 clusters Score -1455051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1455054.750000 Penalty: 4784.935059
	Iteration 23Q: 3 clusters Score -1455055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1455060.750000 Penalty: 4784.935059
	Iteration 24Q: 3 clusters Score -1455061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1455062.125000 Penalty: 4784.935059
	Iteration 25Q: 3 clusters Score -1455062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1455064.625000 Penalty: 4784.935059
	Iteration 26Q: 3 clusters Score -1455065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1455065.250000 Penalty: 4784.935059
	Iteration 27Q: 3 clusters Score -1455065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1455063.250000 Penalty: 4784.935059
	Iteration 28Q: 3 clusters Score -1455063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1455066.750000 Penalty: 4784.935059
	Iteration 29Q: 3 clusters Score -1455067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1455065.625000 Penalty: 4784.935059
	Iteration 30Q: 3 clusters Score -1455066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1455065.625000 Penalty: 4784.935059
	Iteration 31F: 3 clusters Score -1455066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 18343 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 7501 members 
Entering Unmasked Estep 
Score: -58898616.000000 Penalty: 119167.195312
Splitting cluster 3 changes total score from -58898236.000000 to -58898616.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -653491.000000 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -653491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -648048.812500 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -648048.8 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -649553.062500 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -649553.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -649916.687500 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -649916.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -650222.875000 Penalty: 4353.514648
	Iteration 3F: 3 clusters Score -650222.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -650489.000000 Penalty: 4353.514648
	Iteration 4F: 3 clusters Score -650489 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -650677.000000 Penalty: 4353.514648
	Iteration 5Q: 3 clusters Score -650677 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -650836.062500 Penalty: 4353.514648
	Iteration 6Q: 3 clusters Score -650836.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -651008.812500 Penalty: 4353.514648
	Iteration 7Q: 3 clusters Score -651008.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -651175.625000 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -651175.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -651314.375000 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -651314.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -651420.687500 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -651420.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -651501.062500 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -651501.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -651558.000000 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -651558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -651588.375000 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -651588.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -651621.375000 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -651621.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -651652.750000 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -651652.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -651673.437500 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -651673.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -651684.062500 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -651684.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -651693.437500 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -651693.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -651699.375000 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -651699.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -651704.937500 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -651704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -651708.312500 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -651708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -651710.375000 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -651710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -651710.312500 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -651710.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -651711.187500 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -651711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -651712.812500 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -651712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -651714.625000 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -651714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -651715.187500 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -651715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -651716.500000 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -651716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -651714.250000 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -651714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -651715.812500 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -651715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -651717.062500 Penalty: 4353.514648
	Iteration 31Q: 3 clusters Score -651717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -651718.125000 Penalty: 4353.514648
	Iteration 32Q: 3 clusters Score -651718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -651719.312500 Penalty: 4353.514648
	Iteration 33Q: 3 clusters Score -651719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -651719.687500 Penalty: 4353.514648
	Iteration 34Q: 3 clusters Score -651719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -651724.500000 Penalty: 4353.514648
	Iteration 35Q: 3 clusters Score -651724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -651727.437500 Penalty: 4353.514648
	Iteration 36Q: 3 clusters Score -651727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -651726.437500 Penalty: 4353.514648
	Iteration 37Q: 3 clusters Score -651726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -651727.937500 Penalty: 4353.514648
	Iteration 38Q: 3 clusters Score -651727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -651729.062500 Penalty: 4353.514648
	Iteration 39Q: 3 clusters Score -651729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -651730.000000 Penalty: 4353.514648
	Iteration 40F: 3 clusters Score -651730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -651731.125000 Penalty: 4353.514648
	Iteration 41Q: 3 clusters Score -651731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -651731.937500 Penalty: 4353.514648
	Iteration 42Q: 3 clusters Score -651731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -651731.812500 Penalty: 4353.514648
	Iteration 43Q: 3 clusters Score -651731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -651731.812500 Penalty: 4353.514648
	Iteration 44F: 3 clusters Score -651731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -596029.000000 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -596029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -590465.250000 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -590465.2 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -591908.437500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -591908.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -592214.250000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -592214.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -592469.875000 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -592469.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -592739.437500 Penalty: 4362.083008
	Iteration 4Q: 3 clusters Score -592739.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -593046.062500 Penalty: 4362.083008
	Iteration 5F: 3 clusters Score -593046.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -593308.937500 Penalty: 4362.083008
	Iteration 6F: 3 clusters Score -593308.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -593573.875000 Penalty: 4362.083008
	Iteration 7F: 3 clusters Score -593573.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -593813.437500 Penalty: 4362.083008
	Iteration 8F: 3 clusters Score -593813.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -594052.500000 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -594052.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -594257.937500 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -594257.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -594408.875000 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -594408.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -594527.375000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -594527.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -594599.187500 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -594599.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -594643.562500 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -594643.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -594670.187500 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -594670.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -594686.000000 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -594686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -594698.500000 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -594698.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -594704.750000 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -594704.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -594712.625000 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -594712.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -594720.812500 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -594720.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -594730.062500 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -594730.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -594734.437500 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -594734.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -594738.000000 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -594738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -594741.375000 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -594741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -594744.187500 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -594744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -594745.375000 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -594745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -594748.875000 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -594748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -594752.812500 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -594752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -594757.375000 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -594757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -594760.500000 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -594760.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -594763.937500 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -594763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -594764.187500 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -594764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -594765.187500 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -594765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -594767.500000 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -594767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -594767.937500 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -594767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -594767.937500 Penalty: 4362.083008
	Iteration 36F: 3 clusters Score -594767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -347585.875000 Penalty: 2082.861572
	Iteration 0F: 2 clusters Score -347585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -343491.687500 Penalty: 4165.723145
	Iteration 0F: 3 clusters Score -343491.7 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -344734.375000 Penalty: 4165.723145
	Iteration 1F: 3 clusters Score -344734.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -345574.437500 Penalty: 4165.723145
	Iteration 2F: 3 clusters Score -345574.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -346539.937500 Penalty: 4165.723145
	Iteration 3F: 3 clusters Score -346539.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -347524.156250 Penalty: 4165.723145
	Iteration 4F: 3 clusters Score -347524.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -348350.687500 Penalty: 4165.723145
	Iteration 5F: 3 clusters Score -348350.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -348831.656250 Penalty: 4165.723145
	Iteration 6F: 3 clusters Score -348831.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -349116.812500 Penalty: 4165.723145
	Iteration 7Q: 3 clusters Score -349116.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -349294.593750 Penalty: 4165.723145
	Iteration 8Q: 3 clusters Score -349294.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -349396.781250 Penalty: 4165.723145
	Iteration 9Q: 3 clusters Score -349396.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -349477.437500 Penalty: 4165.723145
	Iteration 10Q: 3 clusters Score -349477.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -349531.125000 Penalty: 4165.723145
	Iteration 11Q: 3 clusters Score -349531.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -349554.156250 Penalty: 4165.723145
	Iteration 12Q: 3 clusters Score -349554.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -349571.500000 Penalty: 4165.723145
	Iteration 13Q: 3 clusters Score -349571.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -349578.843750 Penalty: 4165.723145
	Iteration 14Q: 3 clusters Score -349578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -349583.250000 Penalty: 4165.723145
	Iteration 15Q: 3 clusters Score -349583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -349584.937500 Penalty: 4165.723145
	Iteration 16Q: 3 clusters Score -349584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -349586.125000 Penalty: 4165.723145
	Iteration 17Q: 3 clusters Score -349586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -349587.375000 Penalty: 4165.723145
	Iteration 18Q: 3 clusters Score -349587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -349588.625000 Penalty: 4165.723145
	Iteration 19Q: 3 clusters Score -349588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -349588.437500 Penalty: 4165.723145
	Iteration 20F: 3 clusters Score -349588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349588.937500 Penalty: 4165.723145
	Iteration 21Q: 3 clusters Score -349588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349588.937500 Penalty: 4165.723145
	Iteration 22F: 3 clusters Score -349588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 18343 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 7501 members 
Mstep: Class 37 contains 1262 members 
Entering Unmasked Estep 
Score: -58899432.000000 Penalty: 122477.390625
Splitting cluster 6 changes total score from -58898236.000000 to -58899432.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (14164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Entering Unmasked Estep 
Score: -1316053.875000 Penalty: 2370.497559
	Iteration 0F: 2 clusters Score -1316054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1305793.000000 Penalty: 4740.995117
	Iteration 0F: 3 clusters Score -1305793 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1309258.125000 Penalty: 4740.995117
	Iteration 1F: 3 clusters Score -1309258 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1309906.875000 Penalty: 4740.995117
	Iteration 2F: 3 clusters Score -1309907 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1310559.875000 Penalty: 4740.995117
	Iteration 3F: 3 clusters Score -1310560 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1311250.875000 Penalty: 4740.995117
	Iteration 4F: 3 clusters Score -1311251 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1311862.250000 Penalty: 4740.995117
	Iteration 5F: 3 clusters Score -1311862 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1312372.750000 Penalty: 4740.995117
	Iteration 6F: 3 clusters Score -1312373 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1312754.625000 Penalty: 4740.995117
	Iteration 7F: 3 clusters Score -1312755 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1313034.625000 Penalty: 4740.995117
	Iteration 8Q: 3 clusters Score -1313035 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1313236.625000 Penalty: 4740.995117
	Iteration 9Q: 3 clusters Score -1313237 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1313366.375000 Penalty: 4740.995117
	Iteration 10Q: 3 clusters Score -1313366 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1313443.625000 Penalty: 4740.995117
	Iteration 11Q: 3 clusters Score -1313444 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1313496.750000 Penalty: 4740.995117
	Iteration 12Q: 3 clusters Score -1313497 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1313548.125000 Penalty: 4740.995117
	Iteration 13Q: 3 clusters Score -1313548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1313592.375000 Penalty: 4740.995117
	Iteration 14Q: 3 clusters Score -1313592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1313636.250000 Penalty: 4740.995117
	Iteration 15Q: 3 clusters Score -1313636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1313680.375000 Penalty: 4740.995117
	Iteration 16Q: 3 clusters Score -1313680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1313725.125000 Penalty: 4740.995117
	Iteration 17Q: 3 clusters Score -1313725 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1313757.375000 Penalty: 4740.995117
	Iteration 18Q: 3 clusters Score -1313757 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1313790.250000 Penalty: 4740.995117
	Iteration 19Q: 3 clusters Score -1313790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1313819.250000 Penalty: 4740.995117
	Iteration 20F: 3 clusters Score -1313819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1313860.750000 Penalty: 4740.995117
	Iteration 21Q: 3 clusters Score -1313861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1313891.500000 Penalty: 4740.995117
	Iteration 22Q: 3 clusters Score -1313892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1313908.250000 Penalty: 4740.995117
	Iteration 23Q: 3 clusters Score -1313908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1313921.500000 Penalty: 4740.995117
	Iteration 24Q: 3 clusters Score -1313922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1313941.500000 Penalty: 4740.995117
	Iteration 25Q: 3 clusters Score -1313942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1313949.875000 Penalty: 4740.995117
	Iteration 26Q: 3 clusters Score -1313950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1313958.625000 Penalty: 4740.995117
	Iteration 27Q: 3 clusters Score -1313959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1313960.625000 Penalty: 4740.995117
	Iteration 28Q: 3 clusters Score -1313961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1313959.125000 Penalty: 4740.995117
	Iteration 29Q: 3 clusters Score -1313959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1313956.375000 Penalty: 4740.995117
	Iteration 30Q: 3 clusters Score -1313956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1313960.625000 Penalty: 4740.995117
	Iteration 31Q: 3 clusters Score -1313961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1313964.125000 Penalty: 4740.995117
	Iteration 32Q: 3 clusters Score -1313964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1313965.250000 Penalty: 4740.995117
	Iteration 33Q: 3 clusters Score -1313965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1313967.375000 Penalty: 4740.995117
	Iteration 34Q: 3 clusters Score -1313967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1313967.000000 Penalty: 4740.995117
	Iteration 35Q: 3 clusters Score -1313967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1313968.750000 Penalty: 4740.995117
	Iteration 36Q: 3 clusters Score -1313969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1313969.500000 Penalty: 4740.995117
	Iteration 37Q: 3 clusters Score -1313970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1313972.500000 Penalty: 4740.995117
	Iteration 38Q: 3 clusters Score -1313972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1313972.250000 Penalty: 4740.995117
	Iteration 39Q: 3 clusters Score -1313972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1313970.000000 Penalty: 4740.995117
	Iteration 40F: 3 clusters Score -1313970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1313970.000000 Penalty: 4740.995117
	Iteration 41Q: 3 clusters Score -1313970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1313970.000000 Penalty: 4740.995117
	Iteration 42F: 3 clusters Score -1313970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Entering Unmasked Estep 
Score: -1221199.500000 Penalty: 2347.603760
	Iteration 0F: 2 clusters Score -1221200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1211676.500000 Penalty: 4695.207520
	Iteration 0F: 3 clusters Score -1211676 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1214866.250000 Penalty: 4695.207520
	Iteration 1F: 3 clusters Score -1214866 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1215685.750000 Penalty: 4695.207520
	Iteration 2F: 3 clusters Score -1215686 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1216755.375000 Penalty: 4695.207520
	Iteration 3F: 3 clusters Score -1216755 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1217871.125000 Penalty: 4695.207520
	Iteration 4F: 3 clusters Score -1217871 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1218672.875000 Penalty: 4695.207520
	Iteration 5F: 3 clusters Score -1218673 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1219174.875000 Penalty: 4695.207520
	Iteration 6F: 3 clusters Score -1219175 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1219416.625000 Penalty: 4695.207520
	Iteration 7Q: 3 clusters Score -1219417 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1219552.375000 Penalty: 4695.207520
	Iteration 8Q: 3 clusters Score -1219552 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1219638.375000 Penalty: 4695.207520
	Iteration 9Q: 3 clusters Score -1219638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1219689.000000 Penalty: 4695.207520
	Iteration 10Q: 3 clusters Score -1219689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1219727.625000 Penalty: 4695.207520
	Iteration 11Q: 3 clusters Score -1219728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1219750.750000 Penalty: 4695.207520
	Iteration 12Q: 3 clusters Score -1219751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1219759.000000 Penalty: 4695.207520
	Iteration 13Q: 3 clusters Score -1219759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1219772.500000 Penalty: 4695.207520
	Iteration 14Q: 3 clusters Score -1219772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1219779.125000 Penalty: 4695.207520
	Iteration 15Q: 3 clusters Score -1219779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1219787.500000 Penalty: 4695.207520
	Iteration 16Q: 3 clusters Score -1219788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1219795.125000 Penalty: 4695.207520
	Iteration 17Q: 3 clusters Score -1219795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1219801.625000 Penalty: 4695.207520
	Iteration 18Q: 3 clusters Score -1219802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1219805.250000 Penalty: 4695.207520
	Iteration 19Q: 3 clusters Score -1219805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1219808.000000 Penalty: 4695.207520
	Iteration 20F: 3 clusters Score -1219808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1219808.000000 Penalty: 4695.207520
	Iteration 21Q: 3 clusters Score -1219808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1219811.000000 Penalty: 4695.207520
	Iteration 22Q: 3 clusters Score -1219811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1219817.250000 Penalty: 4695.207520
	Iteration 23Q: 3 clusters Score -1219817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1219819.375000 Penalty: 4695.207520
	Iteration 24Q: 3 clusters Score -1219819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1219823.250000 Penalty: 4695.207520
	Iteration 25Q: 3 clusters Score -1219823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1219821.875000 Penalty: 4695.207520
	Iteration 26Q: 3 clusters Score -1219822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1219827.375000 Penalty: 4695.207520
	Iteration 27Q: 3 clusters Score -1219827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1219828.375000 Penalty: 4695.207520
	Iteration 28Q: 3 clusters Score -1219828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1219829.250000 Penalty: 4695.207520
	Iteration 29Q: 3 clusters Score -1219829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1219831.250000 Penalty: 4695.207520
	Iteration 30Q: 3 clusters Score -1219831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1219831.375000 Penalty: 4695.207520
	Iteration 31Q: 3 clusters Score -1219831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1219831.625000 Penalty: 4695.207520
	Iteration 32Q: 3 clusters Score -1219832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1219832.000000 Penalty: 4695.207520
	Iteration 33Q: 3 clusters Score -1219832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1219833.000000 Penalty: 4695.207520
	Iteration 34Q: 3 clusters Score -1219833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1219836.125000 Penalty: 4695.207520
	Iteration 35Q: 3 clusters Score -1219836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1219837.375000 Penalty: 4695.207520
	Iteration 36Q: 3 clusters Score -1219837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1219838.625000 Penalty: 4695.207520
	Iteration 37Q: 3 clusters Score -1219839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1219838.125000 Penalty: 4695.207520
	Iteration 38Q: 3 clusters Score -1219838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1219840.375000 Penalty: 4695.207520
	Iteration 39Q: 3 clusters Score -1219840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1219841.250000 Penalty: 4695.207520
	Iteration 40F: 3 clusters Score -1219841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1219840.250000 Penalty: 4695.207520
	Iteration 41Q: 3 clusters Score -1219840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1219842.375000 Penalty: 4695.207520
	Iteration 42Q: 3 clusters Score -1219842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1219842.750000 Penalty: 4695.207520
	Iteration 43Q: 3 clusters Score -1219843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1219843.625000 Penalty: 4695.207520
	Iteration 44Q: 3 clusters Score -1219844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1219846.000000 Penalty: 4695.207520
	Iteration 45Q: 3 clusters Score -1219846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1219847.000000 Penalty: 4695.207520
	Iteration 46Q: 3 clusters Score -1219847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1219844.750000 Penalty: 4695.207520
	Iteration 47Q: 3 clusters Score -1219845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1219848.000000 Penalty: 4695.207520
	Iteration 48Q: 3 clusters Score -1219848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1219847.875000 Penalty: 4695.207520
	Iteration 49Q: 3 clusters Score -1219848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1219846.750000 Penalty: 4695.207520
	Iteration 50Q: 3 clusters Score -1219847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1219850.125000 Penalty: 4695.207520
	Iteration 51Q: 3 clusters Score -1219850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1219848.750000 Penalty: 4695.207520
	Iteration 52Q: 3 clusters Score -1219849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1219850.125000 Penalty: 4695.207520
	Iteration 53Q: 3 clusters Score -1219850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1219849.375000 Penalty: 4695.207520
	Iteration 54Q: 3 clusters Score -1219849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1219849.875000 Penalty: 4695.207520
	Iteration 55Q: 3 clusters Score -1219850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1219850.000000 Penalty: 4695.207520
	Iteration 56Q: 3 clusters Score -1219850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1219850.875000 Penalty: 4695.207520
	Iteration 57Q: 3 clusters Score -1219851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1219850.875000 Penalty: 4695.207520
	Iteration 58F: 3 clusters Score -1219851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -488440.687500 Penalty: 2103.685303
	Iteration 0F: 2 clusters Score -488440.7 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 2390 members 
Entering Unmasked Estep 
Score: -484063.500000 Penalty: 4207.370605
	Iteration 0F: 3 clusters Score -484063.5 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -485128.125000 Penalty: 4207.370605
	Iteration 1F: 3 clusters Score -485128.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -485394.531250 Penalty: 4207.370605
	Iteration 2F: 3 clusters Score -485394.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -485618.656250 Penalty: 4207.370605
	Iteration 3F: 3 clusters Score -485618.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -485862.531250 Penalty: 4207.370605
	Iteration 4F: 3 clusters Score -485862.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -486170.437500 Penalty: 4207.370605
	Iteration 5F: 3 clusters Score -486170.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -486465.250000 Penalty: 4207.370605
	Iteration 6F: 3 clusters Score -486465.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -486686.156250 Penalty: 4207.370605
	Iteration 7F: 3 clusters Score -486686.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -486859.718750 Penalty: 4207.370605
	Iteration 8Q: 3 clusters Score -486859.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -486976.312500 Penalty: 4207.370605
	Iteration 9Q: 3 clusters Score -486976.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -487047.531250 Penalty: 4207.370605
	Iteration 10Q: 3 clusters Score -487047.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -487104.125000 Penalty: 4207.370605
	Iteration 11Q: 3 clusters Score -487104.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -487138.593750 Penalty: 4207.370605
	Iteration 12Q: 3 clusters Score -487138.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -487159.375000 Penalty: 4207.370605
	Iteration 13Q: 3 clusters Score -487159.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -487171.656250 Penalty: 4207.370605
	Iteration 14Q: 3 clusters Score -487171.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -487180.218750 Penalty: 4207.370605
	Iteration 15Q: 3 clusters Score -487180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -487183.343750 Penalty: 4207.370605
	Iteration 16Q: 3 clusters Score -487183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -487188.281250 Penalty: 4207.370605
	Iteration 17Q: 3 clusters Score -487188.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -487190.156250 Penalty: 4207.370605
	Iteration 18Q: 3 clusters Score -487190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -487194.875000 Penalty: 4207.370605
	Iteration 19Q: 3 clusters Score -487194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -487194.406250 Penalty: 4207.370605
	Iteration 20F: 3 clusters Score -487194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -487193.968750 Penalty: 4207.370605
	Iteration 21Q: 3 clusters Score -487194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -487194.562500 Penalty: 4207.370605
	Iteration 22Q: 3 clusters Score -487194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -487194.406250 Penalty: 4207.370605
	Iteration 23Q: 3 clusters Score -487194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -487195.125000 Penalty: 4207.370605
	Iteration 24Q: 3 clusters Score -487195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -487195.187500 Penalty: 4207.370605
	Iteration 25Q: 3 clusters Score -487195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -487194.125000 Penalty: 4207.370605
	Iteration 26Q: 3 clusters Score -487194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -487195.250000 Penalty: 4207.370605
	Iteration 27Q: 3 clusters Score -487195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -487195.500000 Penalty: 4207.370605
	Iteration 28Q: 3 clusters Score -487195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -487196.250000 Penalty: 4207.370605
	Iteration 29Q: 3 clusters Score -487196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -487196.250000 Penalty: 4207.370605
	Iteration 30F: 3 clusters Score -487196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Entering Unmasked Estep 
Score: -1394860.750000 Penalty: 2372.381836
	Iteration 0F: 2 clusters Score -1394861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1384483.125000 Penalty: 4744.763672
	Iteration 0F: 3 clusters Score -1384483 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1387829.500000 Penalty: 4744.763672
	Iteration 1F: 3 clusters Score -1387830 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1388237.750000 Penalty: 4744.763672
	Iteration 2F: 3 clusters Score -1388238 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1388625.500000 Penalty: 4744.763672
	Iteration 3F: 3 clusters Score -1388626 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1389011.375000 Penalty: 4744.763672
	Iteration 4F: 3 clusters Score -1389011 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1389425.500000 Penalty: 4744.763672
	Iteration 5F: 3 clusters Score -1389426 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1389899.625000 Penalty: 4744.763672
	Iteration 6F: 3 clusters Score -1389900 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1390442.750000 Penalty: 4744.763672
	Iteration 7F: 3 clusters Score -1390443 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1391006.500000 Penalty: 4744.763672
	Iteration 8F: 3 clusters Score -1391006 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1391563.500000 Penalty: 4744.763672
	Iteration 9Q: 3 clusters Score -1391564 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1392064.625000 Penalty: 4744.763672
	Iteration 10Q: 3 clusters Score -1392065 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1392402.500000 Penalty: 4744.763672
	Iteration 11Q: 3 clusters Score -1392402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1392655.500000 Penalty: 4744.763672
	Iteration 12Q: 3 clusters Score -1392656 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1392795.625000 Penalty: 4744.763672
	Iteration 13Q: 3 clusters Score -1392796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1392891.375000 Penalty: 4744.763672
	Iteration 14Q: 3 clusters Score -1392891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1392954.500000 Penalty: 4744.763672
	Iteration 15Q: 3 clusters Score -1392954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1393003.375000 Penalty: 4744.763672
	Iteration 16Q: 3 clusters Score -1393003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1393027.000000 Penalty: 4744.763672
	Iteration 17Q: 3 clusters Score -1393027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1393046.000000 Penalty: 4744.763672
	Iteration 18Q: 3 clusters Score -1393046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1393061.500000 Penalty: 4744.763672
	Iteration 19Q: 3 clusters Score -1393062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1393074.125000 Penalty: 4744.763672
	Iteration 20F: 3 clusters Score -1393074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1393081.500000 Penalty: 4744.763672
	Iteration 21Q: 3 clusters Score -1393082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1393084.000000 Penalty: 4744.763672
	Iteration 22Q: 3 clusters Score -1393084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1393093.250000 Penalty: 4744.763672
	Iteration 23Q: 3 clusters Score -1393093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1393096.375000 Penalty: 4744.763672
	Iteration 24Q: 3 clusters Score -1393096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1393104.750000 Penalty: 4744.763672
	Iteration 25Q: 3 clusters Score -1393105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1393109.625000 Penalty: 4744.763672
	Iteration 26Q: 3 clusters Score -1393110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1393117.625000 Penalty: 4744.763672
	Iteration 27Q: 3 clusters Score -1393118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1393124.250000 Penalty: 4744.763672
	Iteration 28Q: 3 clusters Score -1393124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1393134.875000 Penalty: 4744.763672
	Iteration 29Q: 3 clusters Score -1393135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1393137.250000 Penalty: 4744.763672
	Iteration 30Q: 3 clusters Score -1393137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1393141.000000 Penalty: 4744.763672
	Iteration 31Q: 3 clusters Score -1393141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1393144.750000 Penalty: 4744.763672
	Iteration 32Q: 3 clusters Score -1393145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1393143.750000 Penalty: 4744.763672
	Iteration 33Q: 3 clusters Score -1393144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1393145.250000 Penalty: 4744.763672
	Iteration 34Q: 3 clusters Score -1393145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1393144.875000 Penalty: 4744.763672
	Iteration 35Q: 3 clusters Score -1393145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1393144.875000 Penalty: 4744.763672
	Iteration 36F: 3 clusters Score -1393145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Entering Unmasked Estep 
Score: -2455947.500000 Penalty: 2514.225586
	Iteration 0F: 2 clusters Score -2455948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2438430.000000 Penalty: 5028.451172
	Iteration 0F: 3 clusters Score -2438430 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2444757.250000 Penalty: 5028.451172
	Iteration 1F: 3 clusters Score -2444757 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2445591.250000 Penalty: 5028.451172
	Iteration 2F: 3 clusters Score -2445591 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2446582.250000 Penalty: 5028.451172
	Iteration 3F: 3 clusters Score -2446582 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2447805.750000 Penalty: 5028.451172
	Iteration 4F: 3 clusters Score -2447806 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2449123.750000 Penalty: 5028.451172
	Iteration 5F: 3 clusters Score -2449124 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2450390.250000 Penalty: 5028.451172
	Iteration 6F: 3 clusters Score -2450390 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2451379.000000 Penalty: 5028.451172
	Iteration 7F: 3 clusters Score -2451379 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2452101.250000 Penalty: 5028.451172
	Iteration 8Q: 3 clusters Score -2452101 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2452624.750000 Penalty: 5028.451172
	Iteration 9Q: 3 clusters Score -2452625 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2453022.250000 Penalty: 5028.451172
	Iteration 10Q: 3 clusters Score -2453022 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2453273.750000 Penalty: 5028.451172
	Iteration 11Q: 3 clusters Score -2453274 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2453465.250000 Penalty: 5028.451172
	Iteration 12Q: 3 clusters Score -2453465 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2453638.250000 Penalty: 5028.451172
	Iteration 13Q: 3 clusters Score -2453638 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2453750.250000 Penalty: 5028.451172
	Iteration 14Q: 3 clusters Score -2453750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2453823.250000 Penalty: 5028.451172
	Iteration 15Q: 3 clusters Score -2453823 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2453890.750000 Penalty: 5028.451172
	Iteration 16Q: 3 clusters Score -2453891 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2453938.500000 Penalty: 5028.451172
	Iteration 17Q: 3 clusters Score -2453938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2453971.500000 Penalty: 5028.451172
	Iteration 18Q: 3 clusters Score -2453972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2453986.750000 Penalty: 5028.451172
	Iteration 19Q: 3 clusters Score -2453987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2454006.500000 Penalty: 5028.451172
	Iteration 20F: 3 clusters Score -2454006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2454022.000000 Penalty: 5028.451172
	Iteration 21Q: 3 clusters Score -2454022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2454027.500000 Penalty: 5028.451172
	Iteration 22Q: 3 clusters Score -2454028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2454031.250000 Penalty: 5028.451172
	Iteration 23Q: 3 clusters Score -2454031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2454030.250000 Penalty: 5028.451172
	Iteration 24Q: 3 clusters Score -2454030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2454037.000000 Penalty: 5028.451172
	Iteration 25Q: 3 clusters Score -2454037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2454042.750000 Penalty: 5028.451172
	Iteration 26Q: 3 clusters Score -2454043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2454047.000000 Penalty: 5028.451172
	Iteration 27Q: 3 clusters Score -2454047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2454052.500000 Penalty: 5028.451172
	Iteration 28Q: 3 clusters Score -2454052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2454058.250000 Penalty: 5028.451172
	Iteration 29Q: 3 clusters Score -2454058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2454062.250000 Penalty: 5028.451172
	Iteration 30Q: 3 clusters Score -2454062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2454070.250000 Penalty: 5028.451172
	Iteration 31Q: 3 clusters Score -2454070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2454071.500000 Penalty: 5028.451172
	Iteration 32Q: 3 clusters Score -2454072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2454080.250000 Penalty: 5028.451172
	Iteration 33Q: 3 clusters Score -2454080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2454080.000000 Penalty: 5028.451172
	Iteration 34Q: 3 clusters Score -2454080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2454079.500000 Penalty: 5028.451172
	Iteration 35Q: 3 clusters Score -2454080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2454078.250000 Penalty: 5028.451172
	Iteration 36Q: 3 clusters Score -2454078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2454085.750000 Penalty: 5028.451172
	Iteration 37Q: 3 clusters Score -2454086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2454089.000000 Penalty: 5028.451172
	Iteration 38Q: 3 clusters Score -2454089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2454086.750000 Penalty: 5028.451172
	Iteration 39Q: 3 clusters Score -2454087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2454094.750000 Penalty: 5028.451172
	Iteration 40F: 3 clusters Score -2454095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2454093.750000 Penalty: 5028.451172
	Iteration 41Q: 3 clusters Score -2454094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2454097.750000 Penalty: 5028.451172
	Iteration 42Q: 3 clusters Score -2454098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2454096.750000 Penalty: 5028.451172
	Iteration 43Q: 3 clusters Score -2454097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2454096.750000 Penalty: 5028.451172
	Iteration 44F: 3 clusters Score -2454097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Entering Unmasked Estep 
Score: -1406222.125000 Penalty: 2397.950928
	Iteration 0F: 2 clusters Score -1406222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1394713.375000 Penalty: 4795.901855
	Iteration 0F: 3 clusters Score -1394713 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1399130.875000 Penalty: 4795.901855
	Iteration 1F: 3 clusters Score -1399131 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1399996.625000 Penalty: 4795.901855
	Iteration 2F: 3 clusters Score -1399997 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1400789.250000 Penalty: 4795.901855
	Iteration 3F: 3 clusters Score -1400789 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1401616.750000 Penalty: 4795.901855
	Iteration 4F: 3 clusters Score -1401617 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1402420.250000 Penalty: 4795.901855
	Iteration 5F: 3 clusters Score -1402420 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1403013.250000 Penalty: 4795.901855
	Iteration 6F: 3 clusters Score -1403013 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1403460.250000 Penalty: 4795.901855
	Iteration 7Q: 3 clusters Score -1403460 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1403859.500000 Penalty: 4795.901855
	Iteration 8Q: 3 clusters Score -1403860 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1404210.000000 Penalty: 4795.901855
	Iteration 9Q: 3 clusters Score -1404210 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1404524.125000 Penalty: 4795.901855
	Iteration 10Q: 3 clusters Score -1404524 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1404803.375000 Penalty: 4795.901855
	Iteration 11Q: 3 clusters Score -1404803 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1404980.875000 Penalty: 4795.901855
	Iteration 12Q: 3 clusters Score -1404981 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1405099.875000 Penalty: 4795.901855
	Iteration 13Q: 3 clusters Score -1405100 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1405195.625000 Penalty: 4795.901855
	Iteration 14Q: 3 clusters Score -1405196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1405266.250000 Penalty: 4795.901855
	Iteration 15Q: 3 clusters Score -1405266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1405315.375000 Penalty: 4795.901855
	Iteration 16Q: 3 clusters Score -1405315 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1405373.500000 Penalty: 4795.901855
	Iteration 17Q: 3 clusters Score -1405374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1405422.000000 Penalty: 4795.901855
	Iteration 18Q: 3 clusters Score -1405422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1405455.625000 Penalty: 4795.901855
	Iteration 19Q: 3 clusters Score -1405456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1405499.375000 Penalty: 4795.901855
	Iteration 20F: 3 clusters Score -1405499 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1405532.250000 Penalty: 4795.901855
	Iteration 21Q: 3 clusters Score -1405532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1405564.000000 Penalty: 4795.901855
	Iteration 22Q: 3 clusters Score -1405564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1405589.500000 Penalty: 4795.901855
	Iteration 23Q: 3 clusters Score -1405590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1405608.750000 Penalty: 4795.901855
	Iteration 24Q: 3 clusters Score -1405609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1405625.250000 Penalty: 4795.901855
	Iteration 25Q: 3 clusters Score -1405625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1405635.625000 Penalty: 4795.901855
	Iteration 26Q: 3 clusters Score -1405636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1405642.375000 Penalty: 4795.901855
	Iteration 27Q: 3 clusters Score -1405642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1405642.625000 Penalty: 4795.901855
	Iteration 28Q: 3 clusters Score -1405643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1405652.375000 Penalty: 4795.901855
	Iteration 29Q: 3 clusters Score -1405652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1405655.750000 Penalty: 4795.901855
	Iteration 30Q: 3 clusters Score -1405656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1405659.375000 Penalty: 4795.901855
	Iteration 31Q: 3 clusters Score -1405659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1405669.875000 Penalty: 4795.901855
	Iteration 32Q: 3 clusters Score -1405670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1405674.250000 Penalty: 4795.901855
	Iteration 33Q: 3 clusters Score -1405674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1405683.125000 Penalty: 4795.901855
	Iteration 34Q: 3 clusters Score -1405683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1405688.750000 Penalty: 4795.901855
	Iteration 35Q: 3 clusters Score -1405689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1405689.375000 Penalty: 4795.901855
	Iteration 36Q: 3 clusters Score -1405689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1405691.375000 Penalty: 4795.901855
	Iteration 37Q: 3 clusters Score -1405691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1405697.875000 Penalty: 4795.901855
	Iteration 38Q: 3 clusters Score -1405698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1405705.500000 Penalty: 4795.901855
	Iteration 39Q: 3 clusters Score -1405706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1405707.500000 Penalty: 4795.901855
	Iteration 40F: 3 clusters Score -1405708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1405709.875000 Penalty: 4795.901855
	Iteration 41Q: 3 clusters Score -1405710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1405710.625000 Penalty: 4795.901855
	Iteration 42Q: 3 clusters Score -1405711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1405711.875000 Penalty: 4795.901855
	Iteration 43Q: 3 clusters Score -1405712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1405717.250000 Penalty: 4795.901855
	Iteration 44Q: 3 clusters Score -1405717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1405720.000000 Penalty: 4795.901855
	Iteration 45Q: 3 clusters Score -1405720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1405719.750000 Penalty: 4795.901855
	Iteration 46Q: 3 clusters Score -1405720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1405725.000000 Penalty: 4795.901855
	Iteration 47Q: 3 clusters Score -1405725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1405723.125000 Penalty: 4795.901855
	Iteration 48Q: 3 clusters Score -1405723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1405721.000000 Penalty: 4795.901855
	Iteration 49Q: 3 clusters Score -1405721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1405728.375000 Penalty: 4795.901855
	Iteration 50Q: 3 clusters Score -1405728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1405734.000000 Penalty: 4795.901855
	Iteration 51Q: 3 clusters Score -1405734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1405736.750000 Penalty: 4795.901855
	Iteration 52Q: 3 clusters Score -1405737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1405733.875000 Penalty: 4795.901855
	Iteration 53Q: 3 clusters Score -1405734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1405736.000000 Penalty: 4795.901855
	Iteration 54Q: 3 clusters Score -1405736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1405735.125000 Penalty: 4795.901855
	Iteration 55Q: 3 clusters Score -1405735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1405735.750000 Penalty: 4795.901855
	Iteration 56Q: 3 clusters Score -1405736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1405736.625000 Penalty: 4795.901855
	Iteration 57Q: 3 clusters Score -1405737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1405736.625000 Penalty: 4795.901855
	Iteration 58F: 3 clusters Score -1405737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Entering Unmasked Estep 
Score: -1408858.875000 Penalty: 2382.711182
	Iteration 0F: 2 clusters Score -1408859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1397956.875000 Penalty: 4765.422363
	Iteration 0F: 3 clusters Score -1397957 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1401494.500000 Penalty: 4765.422363
	Iteration 1F: 3 clusters Score -1401494 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1401848.500000 Penalty: 4765.422363
	Iteration 2F: 3 clusters Score -1401848 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1402142.250000 Penalty: 4765.422363
	Iteration 3Q: 3 clusters Score -1402142 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1402442.000000 Penalty: 4765.422363
	Iteration 4Q: 3 clusters Score -1402442 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1402717.625000 Penalty: 4765.422363
	Iteration 5Q: 3 clusters Score -1402718 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1403019.875000 Penalty: 4765.422363
	Iteration 6Q: 3 clusters Score -1403020 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1403323.875000 Penalty: 4765.422363
	Iteration 7Q: 3 clusters Score -1403324 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1403624.875000 Penalty: 4765.422363
	Iteration 8Q: 3 clusters Score -1403625 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1403968.750000 Penalty: 4765.422363
	Iteration 9Q: 3 clusters Score -1403969 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1404310.625000 Penalty: 4765.422363
	Iteration 10Q: 3 clusters Score -1404311 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1404603.750000 Penalty: 4765.422363
	Iteration 11Q: 3 clusters Score -1404604 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1404820.875000 Penalty: 4765.422363
	Iteration 12Q: 3 clusters Score -1404821 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1404972.375000 Penalty: 4765.422363
	Iteration 13Q: 3 clusters Score -1404972 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1405068.000000 Penalty: 4765.422363
	Iteration 14Q: 3 clusters Score -1405068 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1405144.875000 Penalty: 4765.422363
	Iteration 15Q: 3 clusters Score -1405145 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1405210.125000 Penalty: 4765.422363
	Iteration 16Q: 3 clusters Score -1405210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1405255.125000 Penalty: 4765.422363
	Iteration 17Q: 3 clusters Score -1405255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1405284.625000 Penalty: 4765.422363
	Iteration 18Q: 3 clusters Score -1405285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1405324.500000 Penalty: 4765.422363
	Iteration 19Q: 3 clusters Score -1405324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1405353.625000 Penalty: 4765.422363
	Iteration 20F: 3 clusters Score -1405354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1405390.875000 Penalty: 4765.422363
	Iteration 21Q: 3 clusters Score -1405391 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1405416.625000 Penalty: 4765.422363
	Iteration 22Q: 3 clusters Score -1405417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1405454.750000 Penalty: 4765.422363
	Iteration 23Q: 3 clusters Score -1405455 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1405500.000000 Penalty: 4765.422363
	Iteration 24Q: 3 clusters Score -1405500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1405533.875000 Penalty: 4765.422363
	Iteration 25Q: 3 clusters Score -1405534 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1405575.250000 Penalty: 4765.422363
	Iteration 26Q: 3 clusters Score -1405575 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1405628.125000 Penalty: 4765.422363
	Iteration 27Q: 3 clusters Score -1405628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1405697.375000 Penalty: 4765.422363
	Iteration 28Q: 3 clusters Score -1405697 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1405795.375000 Penalty: 4765.422363
	Iteration 29Q: 3 clusters Score -1405795 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1405904.500000 Penalty: 4765.422363
	Iteration 30Q: 3 clusters Score -1405904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1406058.750000 Penalty: 4765.422363
	Iteration 31Q: 3 clusters Score -1406059 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1406219.375000 Penalty: 4765.422363
	Iteration 32Q: 3 clusters Score -1406219 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1406411.375000 Penalty: 4765.422363
	Iteration 33Q: 3 clusters Score -1406411 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1406585.625000 Penalty: 4765.422363
	Iteration 34Q: 3 clusters Score -1406586 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1406726.625000 Penalty: 4765.422363
	Iteration 35Q: 3 clusters Score -1406727 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1406836.625000 Penalty: 4765.422363
	Iteration 36Q: 3 clusters Score -1406837 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1406933.125000 Penalty: 4765.422363
	Iteration 37Q: 3 clusters Score -1406933 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1407002.250000 Penalty: 4765.422363
	Iteration 38Q: 3 clusters Score -1407002 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1407059.125000 Penalty: 4765.422363
	Iteration 39Q: 3 clusters Score -1407059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1407099.500000 Penalty: 4765.422363
	Iteration 40F: 3 clusters Score -1407100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1407124.125000 Penalty: 4765.422363
	Iteration 41Q: 3 clusters Score -1407124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1407146.000000 Penalty: 4765.422363
	Iteration 42Q: 3 clusters Score -1407146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1407166.500000 Penalty: 4765.422363
	Iteration 43Q: 3 clusters Score -1407166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1407183.500000 Penalty: 4765.422363
	Iteration 44Q: 3 clusters Score -1407184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1407191.250000 Penalty: 4765.422363
	Iteration 45Q: 3 clusters Score -1407191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1407203.000000 Penalty: 4765.422363
	Iteration 46Q: 3 clusters Score -1407203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1407217.000000 Penalty: 4765.422363
	Iteration 47Q: 3 clusters Score -1407217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1407223.625000 Penalty: 4765.422363
	Iteration 48Q: 3 clusters Score -1407224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1407232.375000 Penalty: 4765.422363
	Iteration 49Q: 3 clusters Score -1407232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1407242.500000 Penalty: 4765.422363
	Iteration 50Q: 3 clusters Score -1407242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1407244.625000 Penalty: 4765.422363
	Iteration 51Q: 3 clusters Score -1407245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1407253.125000 Penalty: 4765.422363
	Iteration 52Q: 3 clusters Score -1407253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1407262.250000 Penalty: 4765.422363
	Iteration 53Q: 3 clusters Score -1407262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1407266.750000 Penalty: 4765.422363
	Iteration 54Q: 3 clusters Score -1407267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1407266.125000 Penalty: 4765.422363
	Iteration 55Q: 3 clusters Score -1407266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1407270.750000 Penalty: 4765.422363
	Iteration 56Q: 3 clusters Score -1407271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1407273.250000 Penalty: 4765.422363
	Iteration 57Q: 3 clusters Score -1407273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1407275.875000 Penalty: 4765.422363
	Iteration 58Q: 3 clusters Score -1407276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1407281.250000 Penalty: 4765.422363
	Iteration 59Q: 3 clusters Score -1407281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1407285.000000 Penalty: 4765.422363
	Iteration 60F: 3 clusters Score -1407285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1407283.250000 Penalty: 4765.422363
	Iteration 61Q: 3 clusters Score -1407283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1407285.000000 Penalty: 4765.422363
	Iteration 62Q: 3 clusters Score -1407285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1407281.875000 Penalty: 4765.422363
	Iteration 63Q: 3 clusters Score -1407282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1407284.500000 Penalty: 4765.422363
	Iteration 64Q: 3 clusters Score -1407284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1407284.000000 Penalty: 4765.422363
	Iteration 65Q: 3 clusters Score -1407284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1407284.000000 Penalty: 4765.422363
	Iteration 66F: 3 clusters Score -1407284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Entering Unmasked Estep 
Score: -9279248.000000 Penalty: 2843.456543
	Iteration 0F: 2 clusters Score -9279248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -9215416.000000 Penalty: 5686.913086
	Iteration 0F: 3 clusters Score -9215416 nChanged 45217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -9241876.000000 Penalty: 5686.913086
	Iteration 1F: 3 clusters Score -9241876 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -9243080.000000 Penalty: 5686.913086
	Iteration 2Q: 3 clusters Score -9243080 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9244436.000000 Penalty: 5686.913086
	Iteration 3Q: 3 clusters Score -9244436 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -9246043.000000 Penalty: 5686.913086
	Iteration 4Q: 3 clusters Score -9246043 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -9247750.000000 Penalty: 5686.913086
	Iteration 5Q: 3 clusters Score -9247750 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -9249723.000000 Penalty: 5686.913086
	Iteration 6Q: 3 clusters Score -9249723 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -9251893.000000 Penalty: 5686.913086
	Iteration 7Q: 3 clusters Score -9251893 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -9254383.000000 Penalty: 5686.913086
	Iteration 8Q: 3 clusters Score -9254383 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -9256887.000000 Penalty: 5686.913086
	Iteration 9Q: 3 clusters Score -9256887 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -9259414.000000 Penalty: 5686.913086
	Iteration 10Q: 3 clusters Score -9259414 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -9261563.000000 Penalty: 5686.913086
	Iteration 11Q: 3 clusters Score -9261563 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9263113.000000 Penalty: 5686.913086
	Iteration 12Q: 3 clusters Score -9263113 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -9264327.000000 Penalty: 5686.913086
	Iteration 13Q: 3 clusters Score -9264327 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -9265272.000000 Penalty: 5686.913086
	Iteration 14Q: 3 clusters Score -9265272 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -9266057.000000 Penalty: 5686.913086
	Iteration 15Q: 3 clusters Score -9266057 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -9266790.000000 Penalty: 5686.913086
	Iteration 16Q: 3 clusters Score -9266790 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -9267511.000000 Penalty: 5686.913086
	Iteration 17Q: 3 clusters Score -9267511 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -9268391.000000 Penalty: 5686.913086
	Iteration 18Q: 3 clusters Score -9268391 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -9269233.000000 Penalty: 5686.913086
	Iteration 19Q: 3 clusters Score -9269233 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -9270261.000000 Penalty: 5686.913086
	Iteration 20F: 3 clusters Score -9270261 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -9271315.000000 Penalty: 5686.913086
	Iteration 21Q: 3 clusters Score -9271315 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -9272402.000000 Penalty: 5686.913086
	Iteration 22Q: 3 clusters Score -9272402 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -9273414.000000 Penalty: 5686.913086
	Iteration 23Q: 3 clusters Score -9273414 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -9274290.000000 Penalty: 5686.913086
	Iteration 24Q: 3 clusters Score -9274290 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -9275142.000000 Penalty: 5686.913086
	Iteration 25Q: 3 clusters Score -9275142 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -9275741.000000 Penalty: 5686.913086
	Iteration 26Q: 3 clusters Score -9275741 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -9276162.000000 Penalty: 5686.913086
	Iteration 27Q: 3 clusters Score -9276162 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -9276459.000000 Penalty: 5686.913086
	Iteration 28Q: 3 clusters Score -9276459 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -9276653.000000 Penalty: 5686.913086
	Iteration 29Q: 3 clusters Score -9276653 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -9276795.000000 Penalty: 5686.913086
	Iteration 30Q: 3 clusters Score -9276795 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -9276893.000000 Penalty: 5686.913086
	Iteration 31Q: 3 clusters Score -9276893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -9276947.000000 Penalty: 5686.913086
	Iteration 32Q: 3 clusters Score -9276947 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 94143 members 
Entering Unmasked Estep 
Score: -9277009.000000 Penalty: 5686.913086
	Iteration 33Q: 3 clusters Score -9277009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -9277057.000000 Penalty: 5686.913086
	Iteration 34Q: 3 clusters Score -9277057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -9277083.000000 Penalty: 5686.913086
	Iteration 35Q: 3 clusters Score -9277083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -9277125.000000 Penalty: 5686.913086
	Iteration 36Q: 3 clusters Score -9277125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -9277140.000000 Penalty: 5686.913086
	Iteration 37Q: 3 clusters Score -9277140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -9277166.000000 Penalty: 5686.913086
	Iteration 38Q: 3 clusters Score -9277166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -9277182.000000 Penalty: 5686.913086
	Iteration 39Q: 3 clusters Score -9277182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -9277208.000000 Penalty: 5686.913086
	Iteration 40F: 3 clusters Score -9277208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -9277230.000000 Penalty: 5686.913086
	Iteration 41Q: 3 clusters Score -9277230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -9277261.000000 Penalty: 5686.913086
	Iteration 42Q: 3 clusters Score -9277261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -9277289.000000 Penalty: 5686.913086
	Iteration 43Q: 3 clusters Score -9277289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -9277291.000000 Penalty: 5686.913086
	Iteration 44Q: 3 clusters Score -9277291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -9277307.000000 Penalty: 5686.913086
	Iteration 45Q: 3 clusters Score -9277307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -9277325.000000 Penalty: 5686.913086
	Iteration 46Q: 3 clusters Score -9277325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -9277329.000000 Penalty: 5686.913086
	Iteration 47Q: 3 clusters Score -9277329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -9277329.000000 Penalty: 5686.913086
	Iteration 48Q: 3 clusters Score -9277329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -9277333.000000 Penalty: 5686.913086
	Iteration 49Q: 3 clusters Score -9277333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -9277345.000000 Penalty: 5686.913086
	Iteration 50Q: 3 clusters Score -9277345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 94483 members 
Entering Unmasked Estep 
Score: -9277356.000000 Penalty: 5686.913086
	Iteration 51Q: 3 clusters Score -9277356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -9277360.000000 Penalty: 5686.913086
	Iteration 52Q: 3 clusters Score -9277360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -9277387.000000 Penalty: 5686.913086
	Iteration 53Q: 3 clusters Score -9277387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -9277399.000000 Penalty: 5686.913086
	Iteration 54Q: 3 clusters Score -9277399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -9277420.000000 Penalty: 5686.913086
	Iteration 55Q: 3 clusters Score -9277420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -9277444.000000 Penalty: 5686.913086
	Iteration 56Q: 3 clusters Score -9277444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -9277478.000000 Penalty: 5686.913086
	Iteration 57Q: 3 clusters Score -9277478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -9277502.000000 Penalty: 5686.913086
	Iteration 58Q: 3 clusters Score -9277502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -9277539.000000 Penalty: 5686.913086
	Iteration 59Q: 3 clusters Score -9277539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -9277577.000000 Penalty: 5686.913086
	Iteration 60F: 3 clusters Score -9277577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -9277599.000000 Penalty: 5686.913086
	Iteration 61Q: 3 clusters Score -9277599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -9277639.000000 Penalty: 5686.913086
	Iteration 62Q: 3 clusters Score -9277639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -9277712.000000 Penalty: 5686.913086
	Iteration 63Q: 3 clusters Score -9277712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -9277788.000000 Penalty: 5686.913086
	Iteration 64Q: 3 clusters Score -9277788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -9277895.000000 Penalty: 5686.913086
	Iteration 65Q: 3 clusters Score -9277895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -9278023.000000 Penalty: 5686.913086
	Iteration 66Q: 3 clusters Score -9278023 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -9278122.000000 Penalty: 5686.913086
	Iteration 67Q: 3 clusters Score -9278122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -9278226.000000 Penalty: 5686.913086
	Iteration 68Q: 3 clusters Score -9278226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -9278318.000000 Penalty: 5686.913086
	Iteration 69Q: 3 clusters Score -9278318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -9278363.000000 Penalty: 5686.913086
	Iteration 70Q: 3 clusters Score -9278363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -9278417.000000 Penalty: 5686.913086
	Iteration 71Q: 3 clusters Score -9278417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -9278442.000000 Penalty: 5686.913086
	Iteration 72Q: 3 clusters Score -9278442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -9278461.000000 Penalty: 5686.913086
	Iteration 73Q: 3 clusters Score -9278461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -9278468.000000 Penalty: 5686.913086
	Iteration 74Q: 3 clusters Score -9278468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -9278475.000000 Penalty: 5686.913086
	Iteration 75Q: 3 clusters Score -9278475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -9278474.000000 Penalty: 5686.913086
	Iteration 76Q: 3 clusters Score -9278474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -9278489.000000 Penalty: 5686.913086
	Iteration 77Q: 3 clusters Score -9278489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -9278495.000000 Penalty: 5686.913086
	Iteration 78Q: 3 clusters Score -9278495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -9278497.000000 Penalty: 5686.913086
	Iteration 79Q: 3 clusters Score -9278497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -9278579.000000 Penalty: 5686.913086
	Iteration 80F: 3 clusters Score -9278579 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -9278669.000000 Penalty: 5686.913086
	Iteration 81Q: 3 clusters Score -9278669 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 93752 members 
Entering Unmasked Estep 
Score: -9278745.000000 Penalty: 5686.913086
	Iteration 82Q: 3 clusters Score -9278745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -9278799.000000 Penalty: 5686.913086
	Iteration 83Q: 3 clusters Score -9278799 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -9278832.000000 Penalty: 5686.913086
	Iteration 84Q: 3 clusters Score -9278832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -9278881.000000 Penalty: 5686.913086
	Iteration 85Q: 3 clusters Score -9278881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -9278893.000000 Penalty: 5686.913086
	Iteration 86Q: 3 clusters Score -9278893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -9278917.000000 Penalty: 5686.913086
	Iteration 87Q: 3 clusters Score -9278917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -9278918.000000 Penalty: 5686.913086
	Iteration 88Q: 3 clusters Score -9278918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -9278929.000000 Penalty: 5686.913086
	Iteration 89Q: 3 clusters Score -9278929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -9278926.000000 Penalty: 5686.913086
	Iteration 90Q: 3 clusters Score -9278926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -9278930.000000 Penalty: 5686.913086
	Iteration 91Q: 3 clusters Score -9278930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -9278939.000000 Penalty: 5686.913086
	Iteration 92Q: 3 clusters Score -9278939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -9278935.000000 Penalty: 5686.913086
	Iteration 93Q: 3 clusters Score -9278935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -9278924.000000 Penalty: 5686.913086
	Iteration 94Q: 3 clusters Score -9278924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -9278927.000000 Penalty: 5686.913086
	Iteration 95Q: 3 clusters Score -9278927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -9278932.000000 Penalty: 5686.913086
	Iteration 96Q: 3 clusters Score -9278932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -9278935.000000 Penalty: 5686.913086
	Iteration 97Q: 3 clusters Score -9278935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -9278938.000000 Penalty: 5686.913086
	Iteration 98Q: 3 clusters Score -9278938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -9278941.000000 Penalty: 5686.913086
	Iteration 99Q: 3 clusters Score -9278941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -9278930.000000 Penalty: 5686.913086
	Iteration 100F: 3 clusters Score -9278930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -9278941.000000 Penalty: 5686.913086
	Iteration 101Q: 3 clusters Score -9278941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -9278942.000000 Penalty: 5686.913086
	Iteration 102Q: 3 clusters Score -9278942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -9278933.000000 Penalty: 5686.913086
	Iteration 103Q: 3 clusters Score -9278933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -9278936.000000 Penalty: 5686.913086
	Iteration 104Q: 3 clusters Score -9278936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -9278931.000000 Penalty: 5686.913086
	Iteration 105Q: 3 clusters Score -9278931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -9278936.000000 Penalty: 5686.913086
	Iteration 106Q: 3 clusters Score -9278936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -9278934.000000 Penalty: 5686.913086
	Iteration 107Q: 3 clusters Score -9278934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -9278935.000000 Penalty: 5686.913086
	Iteration 108Q: 3 clusters Score -9278935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -9278940.000000 Penalty: 5686.913086
	Iteration 109Q: 3 clusters Score -9278940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -9278939.000000 Penalty: 5686.913086
	Iteration 110Q: 3 clusters Score -9278939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -9278941.000000 Penalty: 5686.913086
	Iteration 111Q: 3 clusters Score -9278941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -9278941.000000 Penalty: 5686.913086
	Iteration 112F: 3 clusters Score -9278941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1960770.250000 Penalty: 2451.370850
	Iteration 0F: 2 clusters Score -1960770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1946776.500000 Penalty: 4902.741699
	Iteration 0F: 3 clusters Score -1946776 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1951445.750000 Penalty: 4902.741699
	Iteration 1F: 3 clusters Score -1951446 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1951908.500000 Penalty: 4902.741699
	Iteration 2F: 3 clusters Score -1951908 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1952330.000000 Penalty: 4902.741699
	Iteration 3F: 3 clusters Score -1952330 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1952814.375000 Penalty: 4902.741699
	Iteration 4Q: 3 clusters Score -1952814 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1953399.625000 Penalty: 4902.741699
	Iteration 5F: 3 clusters Score -1953400 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1954169.875000 Penalty: 4902.741699
	Iteration 6F: 3 clusters Score -1954170 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1955126.625000 Penalty: 4902.741699
	Iteration 7F: 3 clusters Score -1955127 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1956135.250000 Penalty: 4902.741699
	Iteration 8F: 3 clusters Score -1956135 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1957010.000000 Penalty: 4902.741699
	Iteration 9F: 3 clusters Score -1957010 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1957671.875000 Penalty: 4902.741699
	Iteration 10Q: 3 clusters Score -1957672 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1958064.500000 Penalty: 4902.741699
	Iteration 11Q: 3 clusters Score -1958064 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1958298.000000 Penalty: 4902.741699
	Iteration 12Q: 3 clusters Score -1958298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1958419.500000 Penalty: 4902.741699
	Iteration 13Q: 3 clusters Score -1958420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1958485.375000 Penalty: 4902.741699
	Iteration 14Q: 3 clusters Score -1958485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1958524.500000 Penalty: 4902.741699
	Iteration 15Q: 3 clusters Score -1958524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1958565.375000 Penalty: 4902.741699
	Iteration 16Q: 3 clusters Score -1958565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1958605.625000 Penalty: 4902.741699
	Iteration 17Q: 3 clusters Score -1958606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1958618.625000 Penalty: 4902.741699
	Iteration 18Q: 3 clusters Score -1958619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1958634.500000 Penalty: 4902.741699
	Iteration 19Q: 3 clusters Score -1958634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1958649.750000 Penalty: 4902.741699
	Iteration 20F: 3 clusters Score -1958650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1958657.375000 Penalty: 4902.741699
	Iteration 21Q: 3 clusters Score -1958657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1958668.125000 Penalty: 4902.741699
	Iteration 22Q: 3 clusters Score -1958668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1958672.500000 Penalty: 4902.741699
	Iteration 23Q: 3 clusters Score -1958672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1958678.375000 Penalty: 4902.741699
	Iteration 24Q: 3 clusters Score -1958678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1958685.750000 Penalty: 4902.741699
	Iteration 25Q: 3 clusters Score -1958686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1958693.000000 Penalty: 4902.741699
	Iteration 26Q: 3 clusters Score -1958693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1958695.625000 Penalty: 4902.741699
	Iteration 27Q: 3 clusters Score -1958696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1958697.125000 Penalty: 4902.741699
	Iteration 28Q: 3 clusters Score -1958697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1958700.750000 Penalty: 4902.741699
	Iteration 29Q: 3 clusters Score -1958701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1958706.500000 Penalty: 4902.741699
	Iteration 30Q: 3 clusters Score -1958706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1958708.125000 Penalty: 4902.741699
	Iteration 31Q: 3 clusters Score -1958708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1958712.125000 Penalty: 4902.741699
	Iteration 32Q: 3 clusters Score -1958712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1958720.375000 Penalty: 4902.741699
	Iteration 33Q: 3 clusters Score -1958720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1958728.750000 Penalty: 4902.741699
	Iteration 34Q: 3 clusters Score -1958729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1958731.000000 Penalty: 4902.741699
	Iteration 35Q: 3 clusters Score -1958731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1958731.000000 Penalty: 4902.741699
	Iteration 36F: 3 clusters Score -1958731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -851698.875000 Penalty: 2265.766357
	Iteration 0F: 2 clusters Score -851698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -844534.562500 Penalty: 4531.532715
	Iteration 0F: 3 clusters Score -844534.6 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -846889.562500 Penalty: 4531.532715
	Iteration 1F: 3 clusters Score -846889.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -847767.500000 Penalty: 4531.532715
	Iteration 2F: 3 clusters Score -847767.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -848633.312500 Penalty: 4531.532715
	Iteration 3F: 3 clusters Score -848633.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -849315.562500 Penalty: 4531.532715
	Iteration 4F: 3 clusters Score -849315.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -849760.562500 Penalty: 4531.532715
	Iteration 5F: 3 clusters Score -849760.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -850036.625000 Penalty: 4531.532715
	Iteration 6Q: 3 clusters Score -850036.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -850252.000000 Penalty: 4531.532715
	Iteration 7Q: 3 clusters Score -850252 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -850440.250000 Penalty: 4531.532715
	Iteration 8Q: 3 clusters Score -850440.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -850623.500000 Penalty: 4531.532715
	Iteration 9Q: 3 clusters Score -850623.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -850756.875000 Penalty: 4531.532715
	Iteration 10Q: 3 clusters Score -850756.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -850873.062500 Penalty: 4531.532715
	Iteration 11Q: 3 clusters Score -850873.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -850972.625000 Penalty: 4531.532715
	Iteration 12Q: 3 clusters Score -850972.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -851067.625000 Penalty: 4531.532715
	Iteration 13Q: 3 clusters Score -851067.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -851152.625000 Penalty: 4531.532715
	Iteration 14Q: 3 clusters Score -851152.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -851214.625000 Penalty: 4531.532715
	Iteration 15Q: 3 clusters Score -851214.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -851260.875000 Penalty: 4531.532715
	Iteration 16Q: 3 clusters Score -851260.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -851288.875000 Penalty: 4531.532715
	Iteration 17Q: 3 clusters Score -851288.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -851303.750000 Penalty: 4531.532715
	Iteration 18Q: 3 clusters Score -851303.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -851318.062500 Penalty: 4531.532715
	Iteration 19Q: 3 clusters Score -851318.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -851323.187500 Penalty: 4531.532715
	Iteration 20F: 3 clusters Score -851323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -851325.062500 Penalty: 4531.532715
	Iteration 21Q: 3 clusters Score -851325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -851330.312500 Penalty: 4531.532715
	Iteration 22Q: 3 clusters Score -851330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -851330.625000 Penalty: 4531.532715
	Iteration 23Q: 3 clusters Score -851330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -851332.437500 Penalty: 4531.532715
	Iteration 24Q: 3 clusters Score -851332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -851335.125000 Penalty: 4531.532715
	Iteration 25Q: 3 clusters Score -851335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -851336.187500 Penalty: 4531.532715
	Iteration 26Q: 3 clusters Score -851336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -851338.062500 Penalty: 4531.532715
	Iteration 27Q: 3 clusters Score -851338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -851340.000000 Penalty: 4531.532715
	Iteration 28Q: 3 clusters Score -851340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -851341.812500 Penalty: 4531.532715
	Iteration 29Q: 3 clusters Score -851341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -851341.187500 Penalty: 4531.532715
	Iteration 30Q: 3 clusters Score -851341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -851340.500000 Penalty: 4531.532715
	Iteration 31Q: 3 clusters Score -851340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -851339.937500 Penalty: 4531.532715
	Iteration 32Q: 3 clusters Score -851339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -851341.750000 Penalty: 4531.532715
	Iteration 33Q: 3 clusters Score -851341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -851341.750000 Penalty: 4531.532715
	Iteration 34F: 3 clusters Score -851341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -1819130.125000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -1819130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1805548.250000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -1805548 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1810017.375000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -1810017 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1810392.625000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -1810393 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1810700.625000 Penalty: 4893.918945
	Iteration 3Q: 3 clusters Score -1810701 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1811007.000000 Penalty: 4893.918945
	Iteration 4Q: 3 clusters Score -1811007 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1811350.750000 Penalty: 4893.918945
	Iteration 5Q: 3 clusters Score -1811351 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1811740.250000 Penalty: 4893.918945
	Iteration 6Q: 3 clusters Score -1811740 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1812275.000000 Penalty: 4893.918945
	Iteration 7Q: 3 clusters Score -1812275 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1813057.125000 Penalty: 4893.918945
	Iteration 8F: 3 clusters Score -1813057 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1813984.250000 Penalty: 4893.918945
	Iteration 9F: 3 clusters Score -1813984 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1814954.875000 Penalty: 4893.918945
	Iteration 10F: 3 clusters Score -1814955 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1815733.375000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -1815733 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1816281.500000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -1816282 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1816594.625000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -1816595 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1816789.000000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -1816789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1816885.000000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -1816885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1816948.000000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -1816948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1816992.250000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -1816992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1817010.625000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -1817011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1817021.125000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -1817021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1817029.375000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -1817029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1817033.625000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -1817034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1817044.000000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -1817044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1817047.750000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -1817048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1817053.625000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -1817054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1817058.125000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -1817058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1817068.125000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -1817068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1817069.250000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -1817069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1817073.250000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -1817073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1817073.250000 Penalty: 4893.918945
	Iteration 29F: 3 clusters Score -1817073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Entering Unmasked Estep 
Score: -572853.062500 Penalty: 2144.497803
	Iteration 0F: 2 clusters Score -572853.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -567894.812500 Penalty: 4288.995605
	Iteration 0F: 3 clusters Score -567894.8 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -569069.125000 Penalty: 4288.995605
	Iteration 1F: 3 clusters Score -569069.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -569274.562500 Penalty: 4288.995605
	Iteration 2F: 3 clusters Score -569274.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -569408.500000 Penalty: 4288.995605
	Iteration 3Q: 3 clusters Score -569408.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -569535.562500 Penalty: 4288.995605
	Iteration 4Q: 3 clusters Score -569535.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -569641.125000 Penalty: 4288.995605
	Iteration 5Q: 3 clusters Score -569641.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -569744.937500 Penalty: 4288.995605
	Iteration 6Q: 3 clusters Score -569744.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -569833.312500 Penalty: 4288.995605
	Iteration 7Q: 3 clusters Score -569833.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -569919.375000 Penalty: 4288.995605
	Iteration 8Q: 3 clusters Score -569919.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -570004.250000 Penalty: 4288.995605
	Iteration 9Q: 3 clusters Score -570004.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -570101.875000 Penalty: 4288.995605
	Iteration 10Q: 3 clusters Score -570101.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -570233.812500 Penalty: 4288.995605
	Iteration 11Q: 3 clusters Score -570233.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -570390.312500 Penalty: 4288.995605
	Iteration 12Q: 3 clusters Score -570390.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -570554.062500 Penalty: 4288.995605
	Iteration 13Q: 3 clusters Score -570554.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -570689.625000 Penalty: 4288.995605
	Iteration 14Q: 3 clusters Score -570689.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -570813.312500 Penalty: 4288.995605
	Iteration 15Q: 3 clusters Score -570813.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -570898.687500 Penalty: 4288.995605
	Iteration 16Q: 3 clusters Score -570898.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -570980.937500 Penalty: 4288.995605
	Iteration 17Q: 3 clusters Score -570980.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -571041.562500 Penalty: 4288.995605
	Iteration 18Q: 3 clusters Score -571041.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -571084.000000 Penalty: 4288.995605
	Iteration 19Q: 3 clusters Score -571084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -571112.562500 Penalty: 4288.995605
	Iteration 20F: 3 clusters Score -571112.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -571133.687500 Penalty: 4288.995605
	Iteration 21Q: 3 clusters Score -571133.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -571152.937500 Penalty: 4288.995605
	Iteration 22Q: 3 clusters Score -571152.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -571166.187500 Penalty: 4288.995605
	Iteration 23Q: 3 clusters Score -571166.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -571179.312500 Penalty: 4288.995605
	Iteration 24Q: 3 clusters Score -571179.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -571184.812500 Penalty: 4288.995605
	Iteration 25Q: 3 clusters Score -571184.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -571193.687500 Penalty: 4288.995605
	Iteration 26Q: 3 clusters Score -571193.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -571204.375000 Penalty: 4288.995605
	Iteration 27Q: 3 clusters Score -571204.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -571212.937500 Penalty: 4288.995605
	Iteration 28Q: 3 clusters Score -571212.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -571223.312500 Penalty: 4288.995605
	Iteration 29Q: 3 clusters Score -571223.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -571229.937500 Penalty: 4288.995605
	Iteration 30Q: 3 clusters Score -571229.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -571238.250000 Penalty: 4288.995605
	Iteration 31Q: 3 clusters Score -571238.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -571245.187500 Penalty: 4288.995605
	Iteration 32Q: 3 clusters Score -571245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -571251.437500 Penalty: 4288.995605
	Iteration 33Q: 3 clusters Score -571251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -571256.187500 Penalty: 4288.995605
	Iteration 34Q: 3 clusters Score -571256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -571257.937500 Penalty: 4288.995605
	Iteration 35Q: 3 clusters Score -571257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -571260.750000 Penalty: 4288.995605
	Iteration 36Q: 3 clusters Score -571260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -571260.562500 Penalty: 4288.995605
	Iteration 37Q: 3 clusters Score -571260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -571261.187500 Penalty: 4288.995605
	Iteration 38Q: 3 clusters Score -571261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -571260.625000 Penalty: 4288.995605
	Iteration 39Q: 3 clusters Score -571260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -571260.625000 Penalty: 4288.995605
	Iteration 40F: 3 clusters Score -571260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -571262.062500 Penalty: 4288.995605
	Iteration 41Q: 3 clusters Score -571262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -571261.937500 Penalty: 4288.995605
	Iteration 42Q: 3 clusters Score -571261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -571263.500000 Penalty: 4288.995605
	Iteration 43Q: 3 clusters Score -571263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -571264.437500 Penalty: 4288.995605
	Iteration 44Q: 3 clusters Score -571264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -571265.000000 Penalty: 4288.995605
	Iteration 45Q: 3 clusters Score -571265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -571265.000000 Penalty: 4288.995605
	Iteration 46Q: 3 clusters Score -571265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -571265.000000 Penalty: 4288.995605
	Iteration 47F: 3 clusters Score -571265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Entering Unmasked Estep 
Score: -1824050.625000 Penalty: 2434.616699
	Iteration 0F: 2 clusters Score -1824051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1811169.375000 Penalty: 4869.233398
	Iteration 0F: 3 clusters Score -1811169 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1815480.500000 Penalty: 4869.233398
	Iteration 1F: 3 clusters Score -1815480 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1815918.000000 Penalty: 4869.233398
	Iteration 2F: 3 clusters Score -1815918 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1816299.000000 Penalty: 4869.233398
	Iteration 3Q: 3 clusters Score -1816299 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1816675.500000 Penalty: 4869.233398
	Iteration 4Q: 3 clusters Score -1816676 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1817046.000000 Penalty: 4869.233398
	Iteration 5Q: 3 clusters Score -1817046 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1817507.250000 Penalty: 4869.233398
	Iteration 6Q: 3 clusters Score -1817507 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1818107.375000 Penalty: 4869.233398
	Iteration 7Q: 3 clusters Score -1818107 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1818856.875000 Penalty: 4869.233398
	Iteration 8F: 3 clusters Score -1818857 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1819832.125000 Penalty: 4869.233398
	Iteration 9F: 3 clusters Score -1819832 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1821264.625000 Penalty: 4869.233398
	Iteration 10F: 3 clusters Score -1821265 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1823099.500000 Penalty: 4869.233398
	Iteration 11F: 3 clusters Score -1823100 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1825010.000000 Penalty: 4869.233398
	Iteration 12F: 3 clusters Score -1825010 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1826567.875000 Penalty: 4869.233398
	Iteration 13F: 3 clusters Score -1826568 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1827597.875000 Penalty: 4869.233398
	Iteration 14Q: 3 clusters Score -1827598 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1828084.375000 Penalty: 4869.233398
	Iteration 15Q: 3 clusters Score -1828084 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1828234.625000 Penalty: 4869.233398
	Iteration 16Q: 3 clusters Score -1828235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1828289.875000 Penalty: 4869.233398
	Iteration 17Q: 3 clusters Score -1828290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1828323.000000 Penalty: 4869.233398
	Iteration 18Q: 3 clusters Score -1828323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1828336.250000 Penalty: 4869.233398
	Iteration 19Q: 3 clusters Score -1828336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1828335.500000 Penalty: 4869.233398
	Iteration 20F: 3 clusters Score -1828336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1828337.000000 Penalty: 4869.233398
	Iteration 21Q: 3 clusters Score -1828337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1828334.625000 Penalty: 4869.233398
	Iteration 22Q: 3 clusters Score -1828335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1828335.000000 Penalty: 4869.233398
	Iteration 23Q: 3 clusters Score -1828335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1828336.625000 Penalty: 4869.233398
	Iteration 24Q: 3 clusters Score -1828337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1828337.000000 Penalty: 4869.233398
	Iteration 25Q: 3 clusters Score -1828337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1828337.125000 Penalty: 4869.233398
	Iteration 26Q: 3 clusters Score -1828337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1828338.000000 Penalty: 4869.233398
	Iteration 27Q: 3 clusters Score -1828338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1828336.875000 Penalty: 4869.233398
	Iteration 28Q: 3 clusters Score -1828337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1828340.000000 Penalty: 4869.233398
	Iteration 29Q: 3 clusters Score -1828340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1828339.125000 Penalty: 4869.233398
	Iteration 30Q: 3 clusters Score -1828339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1828339.125000 Penalty: 4869.233398
	Iteration 31Q: 3 clusters Score -1828339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1828338.000000 Penalty: 4869.233398
	Iteration 32Q: 3 clusters Score -1828338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1828338.125000 Penalty: 4869.233398
	Iteration 33Q: 3 clusters Score -1828338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1828339.500000 Penalty: 4869.233398
	Iteration 34Q: 3 clusters Score -1828340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1828338.375000 Penalty: 4869.233398
	Iteration 35Q: 3 clusters Score -1828338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1828338.375000 Penalty: 4869.233398
	Iteration 36F: 3 clusters Score -1828338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 7501 members 
Mstep: Class 37 contains 1262 members 
Mstep: Class 38 contains 11811 members 
Entering Unmasked Estep 
Score: -58902812.000000 Penalty: 125787.593750
Splitting cluster 19 changes total score from -58898236.000000 to -58902812.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -448724.687500 Penalty: 2103.222656
	Iteration 0F: 2 clusters Score -448724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -444335.375000 Penalty: 4206.445312
	Iteration 0F: 3 clusters Score -444335.4 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -445609.750000 Penalty: 4206.445312
	Iteration 1F: 3 clusters Score -445609.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -446033.625000 Penalty: 4206.445312
	Iteration 2F: 3 clusters Score -446033.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -446402.781250 Penalty: 4206.445312
	Iteration 3F: 3 clusters Score -446402.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -446730.906250 Penalty: 4206.445312
	Iteration 4F: 3 clusters Score -446730.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -447051.406250 Penalty: 4206.445312
	Iteration 5F: 3 clusters Score -447051.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -447414.500000 Penalty: 4206.445312
	Iteration 6Q: 3 clusters Score -447414.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -447848.031250 Penalty: 4206.445312
	Iteration 7Q: 3 clusters Score -447848 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -448156.468750 Penalty: 4206.445312
	Iteration 8Q: 3 clusters Score -448156.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -448340.437500 Penalty: 4206.445312
	Iteration 9Q: 3 clusters Score -448340.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -448464.906250 Penalty: 4206.445312
	Iteration 10Q: 3 clusters Score -448464.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -448544.625000 Penalty: 4206.445312
	Iteration 11Q: 3 clusters Score -448544.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -448589.500000 Penalty: 4206.445312
	Iteration 12Q: 3 clusters Score -448589.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -448610.343750 Penalty: 4206.445312
	Iteration 13Q: 3 clusters Score -448610.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -448620.531250 Penalty: 4206.445312
	Iteration 14Q: 3 clusters Score -448620.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -448628.843750 Penalty: 4206.445312
	Iteration 15Q: 3 clusters Score -448628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -448636.406250 Penalty: 4206.445312
	Iteration 16Q: 3 clusters Score -448636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -448645.062500 Penalty: 4206.445312
	Iteration 17Q: 3 clusters Score -448645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -448648.812500 Penalty: 4206.445312
	Iteration 18Q: 3 clusters Score -448648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -448652.375000 Penalty: 4206.445312
	Iteration 19Q: 3 clusters Score -448652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -448656.906250 Penalty: 4206.445312
	Iteration 20F: 3 clusters Score -448656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -448657.562500 Penalty: 4206.445312
	Iteration 21Q: 3 clusters Score -448657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -448658.875000 Penalty: 4206.445312
	Iteration 22Q: 3 clusters Score -448658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -448660.812500 Penalty: 4206.445312
	Iteration 23Q: 3 clusters Score -448660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -448662.281250 Penalty: 4206.445312
	Iteration 24Q: 3 clusters Score -448662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -448662.250000 Penalty: 4206.445312
	Iteration 25Q: 3 clusters Score -448662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -448662.250000 Penalty: 4206.445312
	Iteration 26F: 3 clusters Score -448662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -294743.875000 Penalty: 2004.971436
	Iteration 0F: 2 clusters Score -294743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -291300.875000 Penalty: 4009.942871
	Iteration 0F: 3 clusters Score -291300.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -292095.343750 Penalty: 4009.942871
	Iteration 1F: 3 clusters Score -292095.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292302.656250 Penalty: 4009.942871
	Iteration 2F: 3 clusters Score -292302.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -292464.250000 Penalty: 4009.942871
	Iteration 3F: 3 clusters Score -292464.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -292632.500000 Penalty: 4009.942871
	Iteration 4Q: 3 clusters Score -292632.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292780.375000 Penalty: 4009.942871
	Iteration 5Q: 3 clusters Score -292780.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292939.375000 Penalty: 4009.942871
	Iteration 6Q: 3 clusters Score -292939.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -293126.156250 Penalty: 4009.942871
	Iteration 7Q: 3 clusters Score -293126.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -293332.937500 Penalty: 4009.942871
	Iteration 8Q: 3 clusters Score -293332.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -293574.750000 Penalty: 4009.942871
	Iteration 9Q: 3 clusters Score -293574.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -293823.968750 Penalty: 4009.942871
	Iteration 10Q: 3 clusters Score -293824 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -294035.437500 Penalty: 4009.942871
	Iteration 11Q: 3 clusters Score -294035.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -294191.093750 Penalty: 4009.942871
	Iteration 12Q: 3 clusters Score -294191.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -294297.375000 Penalty: 4009.942871
	Iteration 13Q: 3 clusters Score -294297.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -294376.187500 Penalty: 4009.942871
	Iteration 14Q: 3 clusters Score -294376.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -294434.437500 Penalty: 4009.942871
	Iteration 15Q: 3 clusters Score -294434.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -294494.843750 Penalty: 4009.942871
	Iteration 16Q: 3 clusters Score -294494.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -294594.406250 Penalty: 4009.942871
	Iteration 17Q: 3 clusters Score -294594.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -294818.250000 Penalty: 4009.942871
	Iteration 18Q: 3 clusters Score -294818.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -295086.281250 Penalty: 4009.942871
	Iteration 19Q: 3 clusters Score -295086.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -295125.093750 Penalty: 4009.942871
	Iteration 20F: 3 clusters Score -295125.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -295142.250000 Penalty: 4009.942871
	Iteration 21Q: 3 clusters Score -295142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -295161.468750 Penalty: 4009.942871
	Iteration 22Q: 3 clusters Score -295161.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -295180.812500 Penalty: 4009.942871
	Iteration 23Q: 3 clusters Score -295180.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -295198.968750 Penalty: 4009.942871
	Iteration 24Q: 3 clusters Score -295199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -295225.656250 Penalty: 4009.942871
	Iteration 25Q: 3 clusters Score -295225.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -295264.187500 Penalty: 4009.942871
	Iteration 26Q: 3 clusters Score -295264.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -295306.187500 Penalty: 4009.942871
	Iteration 27Q: 3 clusters Score -295306.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -295351.812500 Penalty: 4009.942871
	Iteration 28Q: 3 clusters Score -295351.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -295406.531250 Penalty: 4009.942871
	Iteration 29Q: 3 clusters Score -295406.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -295473.875000 Penalty: 4009.942871
	Iteration 30Q: 3 clusters Score -295473.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -295521.625000 Penalty: 4009.942871
	Iteration 31Q: 3 clusters Score -295521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -295558.062500 Penalty: 4009.942871
	Iteration 32Q: 3 clusters Score -295558.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -295598.406250 Penalty: 4009.942871
	Iteration 33Q: 3 clusters Score -295598.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -295634.468750 Penalty: 4009.942871
	Iteration 34Q: 3 clusters Score -295634.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -295647.812500 Penalty: 4009.942871
	Iteration 35Q: 3 clusters Score -295647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -295655.406250 Penalty: 4009.942871
	Iteration 36Q: 3 clusters Score -295655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -295668.468750 Penalty: 4009.942871
	Iteration 37Q: 3 clusters Score -295668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -295679.531250 Penalty: 4009.942871
	Iteration 38Q: 3 clusters Score -295679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -295687.250000 Penalty: 4009.942871
	Iteration 39Q: 3 clusters Score -295687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -295696.375000 Penalty: 4009.942871
	Iteration 40F: 3 clusters Score -295696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -295701.218750 Penalty: 4009.942871
	Iteration 41Q: 3 clusters Score -295701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -295702.718750 Penalty: 4009.942871
	Iteration 42Q: 3 clusters Score -295702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -295702.781250 Penalty: 4009.942871
	Iteration 43Q: 3 clusters Score -295702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -295703.187500 Penalty: 4009.942871
	Iteration 44Q: 3 clusters Score -295703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -295703.187500 Penalty: 4009.942871
	Iteration 45F: 3 clusters Score -295703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 7501 members 
Mstep: Class 37 contains 1262 members 
Mstep: Class 38 contains 11811 members 
Mstep: Class 39 contains 1890 members 
Entering Unmasked Estep 
Score: -58902464.000000 Penalty: 129097.796875
Splitting cluster 21 changes total score from -58898236.000000 to -58902464.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (58171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Entering Unmasked Estep 
Score: -5842121.000000 Penalty: 2720.843262
	Iteration 0F: 2 clusters Score -5842121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5803082.000000 Penalty: 5441.686523
	Iteration 0F: 3 clusters Score -5803082 nChanged 27127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5818334.500000 Penalty: 5441.686523
	Iteration 1F: 3 clusters Score -5818334 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5819221.000000 Penalty: 5441.686523
	Iteration 2Q: 3 clusters Score -5819221 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5820312.500000 Penalty: 5441.686523
	Iteration 3Q: 3 clusters Score -5820312 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5821674.000000 Penalty: 5441.686523
	Iteration 4F: 3 clusters Score -5821674 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5823577.000000 Penalty: 5441.686523
	Iteration 5F: 3 clusters Score -5823577 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5826194.500000 Penalty: 5441.686523
	Iteration 6F: 3 clusters Score -5826194 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -5829700.500000 Penalty: 5441.686523
	Iteration 7F: 3 clusters Score -5829700 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5833155.000000 Penalty: 5441.686523
	Iteration 8F: 3 clusters Score -5833155 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -5835805.000000 Penalty: 5441.686523
	Iteration 9F: 3 clusters Score -5835805 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -5837506.000000 Penalty: 5441.686523
	Iteration 10Q: 3 clusters Score -5837506 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -5838572.000000 Penalty: 5441.686523
	Iteration 11Q: 3 clusters Score -5838572 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -5839177.500000 Penalty: 5441.686523
	Iteration 12Q: 3 clusters Score -5839178 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -5839503.000000 Penalty: 5441.686523
	Iteration 13Q: 3 clusters Score -5839503 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -5839666.500000 Penalty: 5441.686523
	Iteration 14Q: 3 clusters Score -5839666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -5839773.000000 Penalty: 5441.686523
	Iteration 15Q: 3 clusters Score -5839773 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -5839838.500000 Penalty: 5441.686523
	Iteration 16Q: 3 clusters Score -5839838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -5839888.000000 Penalty: 5441.686523
	Iteration 17Q: 3 clusters Score -5839888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -5839931.000000 Penalty: 5441.686523
	Iteration 18Q: 3 clusters Score -5839931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -5839958.500000 Penalty: 5441.686523
	Iteration 19Q: 3 clusters Score -5839958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -5839968.000000 Penalty: 5441.686523
	Iteration 20F: 3 clusters Score -5839968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -5839969.500000 Penalty: 5441.686523
	Iteration 21Q: 3 clusters Score -5839970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -5839983.500000 Penalty: 5441.686523
	Iteration 22Q: 3 clusters Score -5839984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -5839986.500000 Penalty: 5441.686523
	Iteration 23Q: 3 clusters Score -5839986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -5839992.000000 Penalty: 5441.686523
	Iteration 24Q: 3 clusters Score -5839992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -5840000.500000 Penalty: 5441.686523
	Iteration 25Q: 3 clusters Score -5840000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -5840000.500000 Penalty: 5441.686523
	Iteration 26Q: 3 clusters Score -5840000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -5839997.000000 Penalty: 5441.686523
	Iteration 27Q: 3 clusters Score -5839997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -5840000.000000 Penalty: 5441.686523
	Iteration 28Q: 3 clusters Score -5840000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -5840006.500000 Penalty: 5441.686523
	Iteration 29Q: 3 clusters Score -5840006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -5840006.000000 Penalty: 5441.686523
	Iteration 30Q: 3 clusters Score -5840006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -5840006.000000 Penalty: 5441.686523
	Iteration 31F: 3 clusters Score -5840006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -647230.062500 Penalty: 2182.278809
	Iteration 0F: 2 clusters Score -647230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -641612.312500 Penalty: 4364.557617
	Iteration 0F: 3 clusters Score -641612.3 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -643103.625000 Penalty: 4364.557617
	Iteration 1F: 3 clusters Score -643103.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -643372.125000 Penalty: 4364.557617
	Iteration 2F: 3 clusters Score -643372.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -643553.625000 Penalty: 4364.557617
	Iteration 3F: 3 clusters Score -643553.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -643683.562500 Penalty: 4364.557617
	Iteration 4Q: 3 clusters Score -643683.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -643809.250000 Penalty: 4364.557617
	Iteration 5Q: 3 clusters Score -643809.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -643928.250000 Penalty: 4364.557617
	Iteration 6Q: 3 clusters Score -643928.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -644028.875000 Penalty: 4364.557617
	Iteration 7Q: 3 clusters Score -644028.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -644107.375000 Penalty: 4364.557617
	Iteration 8Q: 3 clusters Score -644107.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -644174.937500 Penalty: 4364.557617
	Iteration 9Q: 3 clusters Score -644174.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -644240.562500 Penalty: 4364.557617
	Iteration 10Q: 3 clusters Score -644240.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -644302.125000 Penalty: 4364.557617
	Iteration 11Q: 3 clusters Score -644302.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -644354.812500 Penalty: 4364.557617
	Iteration 12Q: 3 clusters Score -644354.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -644407.375000 Penalty: 4364.557617
	Iteration 13Q: 3 clusters Score -644407.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -644451.812500 Penalty: 4364.557617
	Iteration 14Q: 3 clusters Score -644451.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -644491.375000 Penalty: 4364.557617
	Iteration 15Q: 3 clusters Score -644491.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -644535.187500 Penalty: 4364.557617
	Iteration 16Q: 3 clusters Score -644535.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -644578.375000 Penalty: 4364.557617
	Iteration 17Q: 3 clusters Score -644578.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -644618.187500 Penalty: 4364.557617
	Iteration 18Q: 3 clusters Score -644618.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -644668.625000 Penalty: 4364.557617
	Iteration 19Q: 3 clusters Score -644668.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -644720.750000 Penalty: 4364.557617
	Iteration 20F: 3 clusters Score -644720.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -644760.500000 Penalty: 4364.557617
	Iteration 21Q: 3 clusters Score -644760.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -644807.125000 Penalty: 4364.557617
	Iteration 22Q: 3 clusters Score -644807.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -644856.062500 Penalty: 4364.557617
	Iteration 23Q: 3 clusters Score -644856.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -644913.687500 Penalty: 4364.557617
	Iteration 24Q: 3 clusters Score -644913.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -644966.250000 Penalty: 4364.557617
	Iteration 25Q: 3 clusters Score -644966.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -645019.312500 Penalty: 4364.557617
	Iteration 26Q: 3 clusters Score -645019.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -645077.187500 Penalty: 4364.557617
	Iteration 27Q: 3 clusters Score -645077.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -645131.125000 Penalty: 4364.557617
	Iteration 28Q: 3 clusters Score -645131.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -645170.000000 Penalty: 4364.557617
	Iteration 29Q: 3 clusters Score -645170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -645208.750000 Penalty: 4364.557617
	Iteration 30Q: 3 clusters Score -645208.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -645231.312500 Penalty: 4364.557617
	Iteration 31Q: 3 clusters Score -645231.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -645251.562500 Penalty: 4364.557617
	Iteration 32Q: 3 clusters Score -645251.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -645265.750000 Penalty: 4364.557617
	Iteration 33Q: 3 clusters Score -645265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -645280.812500 Penalty: 4364.557617
	Iteration 34Q: 3 clusters Score -645280.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -645296.250000 Penalty: 4364.557617
	Iteration 35Q: 3 clusters Score -645296.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -645304.250000 Penalty: 4364.557617
	Iteration 36Q: 3 clusters Score -645304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -645310.312500 Penalty: 4364.557617
	Iteration 37Q: 3 clusters Score -645310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -645314.750000 Penalty: 4364.557617
	Iteration 38Q: 3 clusters Score -645314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -645321.812500 Penalty: 4364.557617
	Iteration 39Q: 3 clusters Score -645321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -645327.437500 Penalty: 4364.557617
	Iteration 40F: 3 clusters Score -645327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -645333.187500 Penalty: 4364.557617
	Iteration 41Q: 3 clusters Score -645333.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -645343.812500 Penalty: 4364.557617
	Iteration 42Q: 3 clusters Score -645343.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -645351.812500 Penalty: 4364.557617
	Iteration 43Q: 3 clusters Score -645351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -645357.812500 Penalty: 4364.557617
	Iteration 44Q: 3 clusters Score -645357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -645359.937500 Penalty: 4364.557617
	Iteration 45Q: 3 clusters Score -645359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -645362.500000 Penalty: 4364.557617
	Iteration 46Q: 3 clusters Score -645362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -645363.687500 Penalty: 4364.557617
	Iteration 47Q: 3 clusters Score -645363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -645365.937500 Penalty: 4364.557617
	Iteration 48Q: 3 clusters Score -645365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -645366.312500 Penalty: 4364.557617
	Iteration 49Q: 3 clusters Score -645366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -645368.187500 Penalty: 4364.557617
	Iteration 50Q: 3 clusters Score -645368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -645372.625000 Penalty: 4364.557617
	Iteration 51Q: 3 clusters Score -645372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -645374.500000 Penalty: 4364.557617
	Iteration 52Q: 3 clusters Score -645374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -645378.437500 Penalty: 4364.557617
	Iteration 53Q: 3 clusters Score -645378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -645381.125000 Penalty: 4364.557617
	Iteration 54Q: 3 clusters Score -645381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -645384.000000 Penalty: 4364.557617
	Iteration 55Q: 3 clusters Score -645384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -645388.062500 Penalty: 4364.557617
	Iteration 56Q: 3 clusters Score -645388.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -645391.562500 Penalty: 4364.557617
	Iteration 57Q: 3 clusters Score -645391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -645391.875000 Penalty: 4364.557617
	Iteration 58Q: 3 clusters Score -645391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -645391.875000 Penalty: 4364.557617
	Iteration 59F: 3 clusters Score -645391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -266214.687500 Penalty: 2012.129639
	Iteration 0F: 2 clusters Score -266214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -262849.312500 Penalty: 4024.259277
	Iteration 0F: 3 clusters Score -262849.3 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -263859.687500 Penalty: 4024.259277
	Iteration 1F: 3 clusters Score -263859.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -264230.562500 Penalty: 4024.259277
	Iteration 2F: 3 clusters Score -264230.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -264546.281250 Penalty: 4024.259277
	Iteration 3F: 3 clusters Score -264546.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -264860.906250 Penalty: 4024.259277
	Iteration 4F: 3 clusters Score -264860.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -265127.031250 Penalty: 4024.259277
	Iteration 5F: 3 clusters Score -265127 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -265312.312500 Penalty: 4024.259277
	Iteration 6Q: 3 clusters Score -265312.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -265433.656250 Penalty: 4024.259277
	Iteration 7Q: 3 clusters Score -265433.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -265547.531250 Penalty: 4024.259277
	Iteration 8Q: 3 clusters Score -265547.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -265681.875000 Penalty: 4024.259277
	Iteration 9Q: 3 clusters Score -265681.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -265849.125000 Penalty: 4024.259277
	Iteration 10Q: 3 clusters Score -265849.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -266011.093750 Penalty: 4024.259277
	Iteration 11Q: 3 clusters Score -266011.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -266176.968750 Penalty: 4024.259277
	Iteration 12Q: 3 clusters Score -266177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -266373.125000 Penalty: 4024.259277
	Iteration 13Q: 3 clusters Score -266373.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -266600.000000 Penalty: 4024.259277
	Iteration 14Q: 3 clusters Score -266600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -266742.656250 Penalty: 4024.259277
	Iteration 15Q: 3 clusters Score -266742.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -266817.968750 Penalty: 4024.259277
	Iteration 16Q: 3 clusters Score -266818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -266862.968750 Penalty: 4024.259277
	Iteration 17Q: 3 clusters Score -266863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -266880.156250 Penalty: 4024.259277
	Iteration 18Q: 3 clusters Score -266880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -266892.625000 Penalty: 4024.259277
	Iteration 19Q: 3 clusters Score -266892.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -266921.718750 Penalty: 4024.259277
	Iteration 20F: 3 clusters Score -266921.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -266971.562500 Penalty: 4024.259277
	Iteration 21Q: 3 clusters Score -266971.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -267000.312500 Penalty: 4024.259277
	Iteration 22Q: 3 clusters Score -267000.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -267039.968750 Penalty: 4024.259277
	Iteration 23Q: 3 clusters Score -267040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -267095.906250 Penalty: 4024.259277
	Iteration 24Q: 3 clusters Score -267095.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -267142.062500 Penalty: 4024.259277
	Iteration 25Q: 3 clusters Score -267142.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -267194.656250 Penalty: 4024.259277
	Iteration 26Q: 3 clusters Score -267194.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -267233.281250 Penalty: 4024.259277
	Iteration 27Q: 3 clusters Score -267233.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -267259.187500 Penalty: 4024.259277
	Iteration 28Q: 3 clusters Score -267259.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -267277.718750 Penalty: 4024.259277
	Iteration 29Q: 3 clusters Score -267277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -267288.156250 Penalty: 4024.259277
	Iteration 30Q: 3 clusters Score -267288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -267290.562500 Penalty: 4024.259277
	Iteration 31Q: 3 clusters Score -267290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -267293.593750 Penalty: 4024.259277
	Iteration 32Q: 3 clusters Score -267293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -267296.156250 Penalty: 4024.259277
	Iteration 33Q: 3 clusters Score -267296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -267304.937500 Penalty: 4024.259277
	Iteration 34Q: 3 clusters Score -267304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -267315.375000 Penalty: 4024.259277
	Iteration 35Q: 3 clusters Score -267315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -267323.656250 Penalty: 4024.259277
	Iteration 36Q: 3 clusters Score -267323.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -267329.281250 Penalty: 4024.259277
	Iteration 37Q: 3 clusters Score -267329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -267330.656250 Penalty: 4024.259277
	Iteration 38Q: 3 clusters Score -267330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -267332.218750 Penalty: 4024.259277
	Iteration 39Q: 3 clusters Score -267332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -267341.687500 Penalty: 4024.259277
	Iteration 40F: 3 clusters Score -267341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -267357.750000 Penalty: 4024.259277
	Iteration 41Q: 3 clusters Score -267357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -267365.937500 Penalty: 4024.259277
	Iteration 42Q: 3 clusters Score -267365.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -267377.750000 Penalty: 4024.259277
	Iteration 43Q: 3 clusters Score -267377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -267392.250000 Penalty: 4024.259277
	Iteration 44Q: 3 clusters Score -267392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -267395.968750 Penalty: 4024.259277
	Iteration 45Q: 3 clusters Score -267396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -267400.875000 Penalty: 4024.259277
	Iteration 46Q: 3 clusters Score -267400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -267403.031250 Penalty: 4024.259277
	Iteration 47Q: 3 clusters Score -267403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -267405.531250 Penalty: 4024.259277
	Iteration 48Q: 3 clusters Score -267405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -267406.718750 Penalty: 4024.259277
	Iteration 49Q: 3 clusters Score -267406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -267407.562500 Penalty: 4024.259277
	Iteration 50Q: 3 clusters Score -267407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -267407.656250 Penalty: 4024.259277
	Iteration 51Q: 3 clusters Score -267407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -267407.656250 Penalty: 4024.259277
	Iteration 52F: 3 clusters Score -267407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 1186 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 7501 members 
Mstep: Class 37 contains 1262 members 
Mstep: Class 38 contains 11811 members 
Mstep: Class 39 contains 1890 members 
Mstep: Class 40 contains 2153 members 
Entering Unmasked Estep 
Score: -58902456.000000 Penalty: 132408.000000
Splitting cluster 24 changes total score from -58898236.000000 to -58902456.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -642149.812500 Penalty: 2201.140381
	Iteration 0F: 2 clusters Score -642149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -636274.062500 Penalty: 4402.280762
	Iteration 0F: 3 clusters Score -636274.1 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -638173.812500 Penalty: 4402.280762
	Iteration 1F: 3 clusters Score -638173.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -638941.562500 Penalty: 4402.280762
	Iteration 2F: 3 clusters Score -638941.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -639823.687500 Penalty: 4402.280762
	Iteration 3F: 3 clusters Score -639823.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -640554.500000 Penalty: 4402.280762
	Iteration 4F: 3 clusters Score -640554.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -641050.687500 Penalty: 4402.280762
	Iteration 5F: 3 clusters Score -641050.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -641364.187500 Penalty: 4402.280762
	Iteration 6F: 3 clusters Score -641364.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -641513.937500 Penalty: 4402.280762
	Iteration 7Q: 3 clusters Score -641513.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -641597.312500 Penalty: 4402.280762
	Iteration 8Q: 3 clusters Score -641597.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -641657.812500 Penalty: 4402.280762
	Iteration 9Q: 3 clusters Score -641657.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -641682.687500 Penalty: 4402.280762
	Iteration 10Q: 3 clusters Score -641682.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -641703.875000 Penalty: 4402.280762
	Iteration 11Q: 3 clusters Score -641703.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -641724.687500 Penalty: 4402.280762
	Iteration 12Q: 3 clusters Score -641724.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -641740.812500 Penalty: 4402.280762
	Iteration 13Q: 3 clusters Score -641740.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -641754.250000 Penalty: 4402.280762
	Iteration 14Q: 3 clusters Score -641754.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -641767.187500 Penalty: 4402.280762
	Iteration 15Q: 3 clusters Score -641767.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -641783.125000 Penalty: 4402.280762
	Iteration 16Q: 3 clusters Score -641783.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -641795.500000 Penalty: 4402.280762
	Iteration 17Q: 3 clusters Score -641795.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -641802.562500 Penalty: 4402.280762
	Iteration 18Q: 3 clusters Score -641802.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -641813.625000 Penalty: 4402.280762
	Iteration 19Q: 3 clusters Score -641813.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -641825.562500 Penalty: 4402.280762
	Iteration 20F: 3 clusters Score -641825.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -641829.937500 Penalty: 4402.280762
	Iteration 21Q: 3 clusters Score -641829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -641833.437500 Penalty: 4402.280762
	Iteration 22Q: 3 clusters Score -641833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -641834.562500 Penalty: 4402.280762
	Iteration 23Q: 3 clusters Score -641834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -641833.750000 Penalty: 4402.280762
	Iteration 24Q: 3 clusters Score -641833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -641835.250000 Penalty: 4402.280762
	Iteration 25Q: 3 clusters Score -641835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -641835.125000 Penalty: 4402.280762
	Iteration 26Q: 3 clusters Score -641835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -641835.875000 Penalty: 4402.280762
	Iteration 27Q: 3 clusters Score -641835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -641836.187500 Penalty: 4402.280762
	Iteration 28Q: 3 clusters Score -641836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -641836.187500 Penalty: 4402.280762
	Iteration 29F: 3 clusters Score -641836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Entering Unmasked Estep 
Score: -1064222.000000 Penalty: 2323.863281
	Iteration 0F: 2 clusters Score -1064222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1055554.500000 Penalty: 4647.726562
	Iteration 0F: 3 clusters Score -1055554 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1058400.375000 Penalty: 4647.726562
	Iteration 1F: 3 clusters Score -1058400 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1059126.625000 Penalty: 4647.726562
	Iteration 2F: 3 clusters Score -1059127 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1059847.875000 Penalty: 4647.726562
	Iteration 3F: 3 clusters Score -1059848 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1060553.750000 Penalty: 4647.726562
	Iteration 4F: 3 clusters Score -1060554 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1061130.375000 Penalty: 4647.726562
	Iteration 5F: 3 clusters Score -1061130 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1061677.000000 Penalty: 4647.726562
	Iteration 6F: 3 clusters Score -1061677 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1062097.000000 Penalty: 4647.726562
	Iteration 7Q: 3 clusters Score -1062097 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1062337.500000 Penalty: 4647.726562
	Iteration 8Q: 3 clusters Score -1062338 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1062508.000000 Penalty: 4647.726562
	Iteration 9Q: 3 clusters Score -1062508 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1062621.000000 Penalty: 4647.726562
	Iteration 10Q: 3 clusters Score -1062621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1062693.500000 Penalty: 4647.726562
	Iteration 11Q: 3 clusters Score -1062694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1062757.250000 Penalty: 4647.726562
	Iteration 12Q: 3 clusters Score -1062757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1062826.125000 Penalty: 4647.726562
	Iteration 13Q: 3 clusters Score -1062826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1062894.375000 Penalty: 4647.726562
	Iteration 14Q: 3 clusters Score -1062894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1062957.500000 Penalty: 4647.726562
	Iteration 15Q: 3 clusters Score -1062958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1062997.250000 Penalty: 4647.726562
	Iteration 16Q: 3 clusters Score -1062997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1063039.750000 Penalty: 4647.726562
	Iteration 17Q: 3 clusters Score -1063040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1063060.625000 Penalty: 4647.726562
	Iteration 18Q: 3 clusters Score -1063061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1063077.625000 Penalty: 4647.726562
	Iteration 19Q: 3 clusters Score -1063078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1063093.125000 Penalty: 4647.726562
	Iteration 20F: 3 clusters Score -1063093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1063109.500000 Penalty: 4647.726562
	Iteration 21Q: 3 clusters Score -1063110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1063125.375000 Penalty: 4647.726562
	Iteration 22Q: 3 clusters Score -1063125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1063145.625000 Penalty: 4647.726562
	Iteration 23Q: 3 clusters Score -1063146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1063158.375000 Penalty: 4647.726562
	Iteration 24Q: 3 clusters Score -1063158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1063174.250000 Penalty: 4647.726562
	Iteration 25Q: 3 clusters Score -1063174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1063186.375000 Penalty: 4647.726562
	Iteration 26Q: 3 clusters Score -1063186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1063196.500000 Penalty: 4647.726562
	Iteration 27Q: 3 clusters Score -1063196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1063210.750000 Penalty: 4647.726562
	Iteration 28Q: 3 clusters Score -1063211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1063214.875000 Penalty: 4647.726562
	Iteration 29Q: 3 clusters Score -1063215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1063224.500000 Penalty: 4647.726562
	Iteration 30Q: 3 clusters Score -1063224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1063231.000000 Penalty: 4647.726562
	Iteration 31Q: 3 clusters Score -1063231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1063240.250000 Penalty: 4647.726562
	Iteration 32Q: 3 clusters Score -1063240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1063251.625000 Penalty: 4647.726562
	Iteration 33Q: 3 clusters Score -1063252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1063255.625000 Penalty: 4647.726562
	Iteration 34Q: 3 clusters Score -1063256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1063263.250000 Penalty: 4647.726562
	Iteration 35Q: 3 clusters Score -1063263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1063267.250000 Penalty: 4647.726562
	Iteration 36Q: 3 clusters Score -1063267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1063271.875000 Penalty: 4647.726562
	Iteration 37Q: 3 clusters Score -1063272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1063276.375000 Penalty: 4647.726562
	Iteration 38Q: 3 clusters Score -1063276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1063280.000000 Penalty: 4647.726562
	Iteration 39Q: 3 clusters Score -1063280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1063282.875000 Penalty: 4647.726562
	Iteration 40F: 3 clusters Score -1063283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1063283.000000 Penalty: 4647.726562
	Iteration 41Q: 3 clusters Score -1063283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1063283.750000 Penalty: 4647.726562
	Iteration 42Q: 3 clusters Score -1063284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1063284.750000 Penalty: 4647.726562
	Iteration 43Q: 3 clusters Score -1063285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1063285.625000 Penalty: 4647.726562
	Iteration 44Q: 3 clusters Score -1063286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1063284.375000 Penalty: 4647.726562
	Iteration 45Q: 3 clusters Score -1063284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1063285.000000 Penalty: 4647.726562
	Iteration 46Q: 3 clusters Score -1063285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1063285.000000 Penalty: 4647.726562
	Iteration 47F: 3 clusters Score -1063285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1023428.687500 Penalty: 2286.361816
	Iteration 0F: 2 clusters Score -1023429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1015720.250000 Penalty: 4572.723633
	Iteration 0F: 3 clusters Score -1015720 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1018115.437500 Penalty: 4572.723633
	Iteration 1F: 3 clusters Score -1018115 nChanged 719
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: -1018491.250000 Penalty: 4572.723633
	Iteration 2F: 3 clusters Score -1018491 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1018856.812500 Penalty: 4572.723633
	Iteration 3F: 3 clusters Score -1018857 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1019338.000000 Penalty: 4572.723633
	Iteration 4F: 3 clusters Score -1019338 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1019942.625000 Penalty: 4572.723633
	Iteration 5F: 3 clusters Score -1019943 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1020556.312500 Penalty: 4572.723633
	Iteration 6F: 3 clusters Score -1020556 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1021040.312500 Penalty: 4572.723633
	Iteration 7F: 3 clusters Score -1021040 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1021399.875000 Penalty: 4572.723633
	Iteration 8F: 3 clusters Score -1021400 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1021592.375000 Penalty: 4572.723633
	Iteration 9Q: 3 clusters Score -1021592 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1021700.250000 Penalty: 4572.723633
	Iteration 10Q: 3 clusters Score -1021700 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1021759.687500 Penalty: 4572.723633
	Iteration 11Q: 3 clusters Score -1021760 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1021798.687500 Penalty: 4572.723633
	Iteration 12Q: 3 clusters Score -1021799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1021827.750000 Penalty: 4572.723633
	Iteration 13Q: 3 clusters Score -1021828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1021854.687500 Penalty: 4572.723633
	Iteration 14Q: 3 clusters Score -1021855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1021876.250000 Penalty: 4572.723633
	Iteration 15Q: 3 clusters Score -1021876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1021893.437500 Penalty: 4572.723633
	Iteration 16Q: 3 clusters Score -1021893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1021908.687500 Penalty: 4572.723633
	Iteration 17Q: 3 clusters Score -1021909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1021920.937500 Penalty: 4572.723633
	Iteration 18Q: 3 clusters Score -1021921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1021927.250000 Penalty: 4572.723633
	Iteration 19Q: 3 clusters Score -1021927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1021936.000000 Penalty: 4572.723633
	Iteration 20F: 3 clusters Score -1021936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1021941.125000 Penalty: 4572.723633
	Iteration 21Q: 3 clusters Score -1021941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1021944.250000 Penalty: 4572.723633
	Iteration 22Q: 3 clusters Score -1021944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1021945.125000 Penalty: 4572.723633
	Iteration 23Q: 3 clusters Score -1021945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1021947.562500 Penalty: 4572.723633
	Iteration 24Q: 3 clusters Score -1021948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1021950.375000 Penalty: 4572.723633
	Iteration 25Q: 3 clusters Score -1021950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1021952.125000 Penalty: 4572.723633
	Iteration 26Q: 3 clusters Score -1021952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1021953.000000 Penalty: 4572.723633
	Iteration 27Q: 3 clusters Score -1021953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1021957.500000 Penalty: 4572.723633
	Iteration 28Q: 3 clusters Score -1021958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1021955.000000 Penalty: 4572.723633
	Iteration 29Q: 3 clusters Score -1021955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1021958.562500 Penalty: 4572.723633
	Iteration 30Q: 3 clusters Score -1021959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1021959.187500 Penalty: 4572.723633
	Iteration 31Q: 3 clusters Score -1021959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1021960.750000 Penalty: 4572.723633
	Iteration 32Q: 3 clusters Score -1021961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1021963.000000 Penalty: 4572.723633
	Iteration 33Q: 3 clusters Score -1021963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1021965.937500 Penalty: 4572.723633
	Iteration 34Q: 3 clusters Score -1021966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1021969.687500 Penalty: 4572.723633
	Iteration 35Q: 3 clusters Score -1021970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1021974.062500 Penalty: 4572.723633
	Iteration 36Q: 3 clusters Score -1021974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1021976.000000 Penalty: 4572.723633
	Iteration 37Q: 3 clusters Score -1021976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1021980.375000 Penalty: 4572.723633
	Iteration 38Q: 3 clusters Score -1021980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1021983.187500 Penalty: 4572.723633
	Iteration 39Q: 3 clusters Score -1021983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1021984.937500 Penalty: 4572.723633
	Iteration 40F: 3 clusters Score -1021985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1021988.875000 Penalty: 4572.723633
	Iteration 41Q: 3 clusters Score -1021989 nChanged 16
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: -1021992.125000 Penalty: 4572.723633
	Iteration 42Q: 3 clusters Score -1021992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1021996.937500 Penalty: 4572.723633
	Iteration 43Q: 3 clusters Score -1021997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1021997.187500 Penalty: 4572.723633
	Iteration 44Q: 3 clusters Score -1021997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1022001.000000 Penalty: 4572.723633
	Iteration 45Q: 3 clusters Score -1022001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1022002.187500 Penalty: 4572.723633
	Iteration 46Q: 3 clusters Score -1022002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1022002.500000 Penalty: 4572.723633
	Iteration 47Q: 3 clusters Score -1022002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1022004.375000 Penalty: 4572.723633
	Iteration 48Q: 3 clusters Score -1022004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1022004.125000 Penalty: 4572.723633
	Iteration 49Q: 3 clusters Score -1022004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1022005.437500 Penalty: 4572.723633
	Iteration 50Q: 3 clusters Score -1022005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1022005.437500 Penalty: 4572.723633
	Iteration 51F: 3 clusters Score -1022005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Entering Unmasked Estep 
Score: -1915807.250000 Penalty: 2449.353271
	Iteration 0F: 2 clusters Score -1915807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1902040.375000 Penalty: 4898.706543
	Iteration 0F: 3 clusters Score -1902040 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1906711.375000 Penalty: 4898.706543
	Iteration 1F: 3 clusters Score -1906711 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1907403.750000 Penalty: 4898.706543
	Iteration 2F: 3 clusters Score -1907404 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1908150.500000 Penalty: 4898.706543
	Iteration 3F: 3 clusters Score -1908150 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1908891.250000 Penalty: 4898.706543
	Iteration 4F: 3 clusters Score -1908891 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1909555.250000 Penalty: 4898.706543
	Iteration 5F: 3 clusters Score -1909555 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1910144.625000 Penalty: 4898.706543
	Iteration 6F: 3 clusters Score -1910145 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1910607.250000 Penalty: 4898.706543
	Iteration 7Q: 3 clusters Score -1910607 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1910955.625000 Penalty: 4898.706543
	Iteration 8Q: 3 clusters Score -1910956 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1911223.625000 Penalty: 4898.706543
	Iteration 9Q: 3 clusters Score -1911224 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1911455.375000 Penalty: 4898.706543
	Iteration 10Q: 3 clusters Score -1911455 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1911651.750000 Penalty: 4898.706543
	Iteration 11Q: 3 clusters Score -1911652 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1911834.875000 Penalty: 4898.706543
	Iteration 12Q: 3 clusters Score -1911835 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1911976.375000 Penalty: 4898.706543
	Iteration 13Q: 3 clusters Score -1911976 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1912112.625000 Penalty: 4898.706543
	Iteration 14Q: 3 clusters Score -1912113 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1912248.375000 Penalty: 4898.706543
	Iteration 15Q: 3 clusters Score -1912248 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1912380.250000 Penalty: 4898.706543
	Iteration 16Q: 3 clusters Score -1912380 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1912515.500000 Penalty: 4898.706543
	Iteration 17Q: 3 clusters Score -1912516 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1912623.875000 Penalty: 4898.706543
	Iteration 18Q: 3 clusters Score -1912624 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1912720.125000 Penalty: 4898.706543
	Iteration 19Q: 3 clusters Score -1912720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1912808.750000 Penalty: 4898.706543
	Iteration 20F: 3 clusters Score -1912809 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1912882.375000 Penalty: 4898.706543
	Iteration 21Q: 3 clusters Score -1912882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1912944.625000 Penalty: 4898.706543
	Iteration 22Q: 3 clusters Score -1912945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1913005.250000 Penalty: 4898.706543
	Iteration 23Q: 3 clusters Score -1913005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1913066.000000 Penalty: 4898.706543
	Iteration 24Q: 3 clusters Score -1913066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1913112.375000 Penalty: 4898.706543
	Iteration 25Q: 3 clusters Score -1913112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1913148.875000 Penalty: 4898.706543
	Iteration 26Q: 3 clusters Score -1913149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1913192.125000 Penalty: 4898.706543
	Iteration 27Q: 3 clusters Score -1913192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1913229.250000 Penalty: 4898.706543
	Iteration 28Q: 3 clusters Score -1913229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1913256.750000 Penalty: 4898.706543
	Iteration 29Q: 3 clusters Score -1913257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1913283.375000 Penalty: 4898.706543
	Iteration 30Q: 3 clusters Score -1913283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1913311.000000 Penalty: 4898.706543
	Iteration 31Q: 3 clusters Score -1913311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1913329.375000 Penalty: 4898.706543
	Iteration 32Q: 3 clusters Score -1913329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1913346.250000 Penalty: 4898.706543
	Iteration 33Q: 3 clusters Score -1913346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1913369.000000 Penalty: 4898.706543
	Iteration 34Q: 3 clusters Score -1913369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1913383.250000 Penalty: 4898.706543
	Iteration 35Q: 3 clusters Score -1913383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1913402.125000 Penalty: 4898.706543
	Iteration 36Q: 3 clusters Score -1913402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1913420.750000 Penalty: 4898.706543
	Iteration 37Q: 3 clusters Score -1913421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1913438.375000 Penalty: 4898.706543
	Iteration 38Q: 3 clusters Score -1913438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1913459.125000 Penalty: 4898.706543
	Iteration 39Q: 3 clusters Score -1913459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1913471.500000 Penalty: 4898.706543
	Iteration 40F: 3 clusters Score -1913472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1913486.375000 Penalty: 4898.706543
	Iteration 41Q: 3 clusters Score -1913486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1913503.125000 Penalty: 4898.706543
	Iteration 42Q: 3 clusters Score -1913503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1913516.625000 Penalty: 4898.706543
	Iteration 43Q: 3 clusters Score -1913517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1913530.750000 Penalty: 4898.706543
	Iteration 44Q: 3 clusters Score -1913531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1913552.250000 Penalty: 4898.706543
	Iteration 45Q: 3 clusters Score -1913552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1913570.875000 Penalty: 4898.706543
	Iteration 46Q: 3 clusters Score -1913571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1913589.500000 Penalty: 4898.706543
	Iteration 47Q: 3 clusters Score -1913590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1913604.875000 Penalty: 4898.706543
	Iteration 48Q: 3 clusters Score -1913605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1913620.875000 Penalty: 4898.706543
	Iteration 49Q: 3 clusters Score -1913621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1913627.375000 Penalty: 4898.706543
	Iteration 50Q: 3 clusters Score -1913627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1913639.625000 Penalty: 4898.706543
	Iteration 51Q: 3 clusters Score -1913640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1913642.500000 Penalty: 4898.706543
	Iteration 52Q: 3 clusters Score -1913642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1913652.375000 Penalty: 4898.706543
	Iteration 53Q: 3 clusters Score -1913652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1913656.875000 Penalty: 4898.706543
	Iteration 54Q: 3 clusters Score -1913657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1913668.750000 Penalty: 4898.706543
	Iteration 55Q: 3 clusters Score -1913669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1913670.125000 Penalty: 4898.706543
	Iteration 56Q: 3 clusters Score -1913670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1913677.375000 Penalty: 4898.706543
	Iteration 57Q: 3 clusters Score -1913677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1913680.750000 Penalty: 4898.706543
	Iteration 58Q: 3 clusters Score -1913681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1913683.750000 Penalty: 4898.706543
	Iteration 59Q: 3 clusters Score -1913684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1913686.125000 Penalty: 4898.706543
	Iteration 60F: 3 clusters Score -1913686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1913688.750000 Penalty: 4898.706543
	Iteration 61Q: 3 clusters Score -1913689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1913693.250000 Penalty: 4898.706543
	Iteration 62Q: 3 clusters Score -1913693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1913697.375000 Penalty: 4898.706543
	Iteration 63Q: 3 clusters Score -1913697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1913699.000000 Penalty: 4898.706543
	Iteration 64Q: 3 clusters Score -1913699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1913700.375000 Penalty: 4898.706543
	Iteration 65Q: 3 clusters Score -1913700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1913707.250000 Penalty: 4898.706543
	Iteration 66Q: 3 clusters Score -1913707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1913709.375000 Penalty: 4898.706543
	Iteration 67Q: 3 clusters Score -1913709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1913718.750000 Penalty: 4898.706543
	Iteration 68Q: 3 clusters Score -1913719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1913721.625000 Penalty: 4898.706543
	Iteration 69Q: 3 clusters Score -1913722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1913725.125000 Penalty: 4898.706543
	Iteration 70Q: 3 clusters Score -1913725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1913725.375000 Penalty: 4898.706543
	Iteration 71Q: 3 clusters Score -1913725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1913727.000000 Penalty: 4898.706543
	Iteration 72Q: 3 clusters Score -1913727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1913728.125000 Penalty: 4898.706543
	Iteration 73Q: 3 clusters Score -1913728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1913731.250000 Penalty: 4898.706543
	Iteration 74Q: 3 clusters Score -1913731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1913733.000000 Penalty: 4898.706543
	Iteration 75Q: 3 clusters Score -1913733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1913733.000000 Penalty: 4898.706543
	Iteration 76F: 3 clusters Score -1913733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -662669.312500 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -662669.3 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 3348 members 
Entering Unmasked Estep 
Score: -657126.125000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -657126.1 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -658632.062500 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -658632.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -658883.312500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -658883.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -659066.500000 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -659066.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -659217.687500 Penalty: 4364.632324
	Iteration 4Q: 3 clusters Score -659217.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -659342.625000 Penalty: 4364.632324
	Iteration 5Q: 3 clusters Score -659342.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -659501.062500 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -659501.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -659655.937500 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -659655.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -659828.187500 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -659828.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -660029.375000 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -660029.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -660250.000000 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -660250 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -660458.875000 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -660458.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -660647.812500 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -660647.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -660792.062500 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -660792.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -660899.625000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -660899.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -660981.125000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -660981.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -661034.125000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -661034.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -661071.125000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -661071.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -661095.437500 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -661095.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -661121.625000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -661121.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -661143.500000 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -661143.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -661160.875000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -661160.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -661172.250000 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -661172.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -661178.375000 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -661178.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -661185.187500 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -661185.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -661191.562500 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -661191.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -661199.000000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -661199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -661208.312500 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -661208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -661210.937500 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -661210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -661213.000000 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -661213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -661216.125000 Penalty: 4364.632324
	Iteration 30Q: 3 clusters Score -661216.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -661220.562500 Penalty: 4364.632324
	Iteration 31Q: 3 clusters Score -661220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -661220.437500 Penalty: 4364.632324
	Iteration 32Q: 3 clusters Score -661220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -661224.750000 Penalty: 4364.632324
	Iteration 33Q: 3 clusters Score -661224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -661226.437500 Penalty: 4364.632324
	Iteration 34Q: 3 clusters Score -661226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -661227.625000 Penalty: 4364.632324
	Iteration 35Q: 3 clusters Score -661227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -661229.437500 Penalty: 4364.632324
	Iteration 36Q: 3 clusters Score -661229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -661233.125000 Penalty: 4364.632324
	Iteration 37Q: 3 clusters Score -661233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -661232.875000 Penalty: 4364.632324
	Iteration 38Q: 3 clusters Score -661232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -661236.250000 Penalty: 4364.632324
	Iteration 39Q: 3 clusters Score -661236.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -661236.500000 Penalty: 4364.632324
	Iteration 40F: 3 clusters Score -661236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -661237.500000 Penalty: 4364.632324
	Iteration 41Q: 3 clusters Score -661237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -661237.875000 Penalty: 4364.632324
	Iteration 42Q: 3 clusters Score -661237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -661237.625000 Penalty: 4364.632324
	Iteration 43Q: 3 clusters Score -661237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -661237.625000 Penalty: 4364.632324
	Iteration 44F: 3 clusters Score -661237.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Entering Unmasked Estep 
Score: -5962953.500000 Penalty: 2724.936279
	Iteration 0F: 2 clusters Score -5962954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -5923478.500000 Penalty: 5449.872559
	Iteration 0F: 3 clusters Score -5923478 nChanged 27245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5938855.500000 Penalty: 5449.872559
	Iteration 1F: 3 clusters Score -5938856 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -5940084.000000 Penalty: 5449.872559
	Iteration 2Q: 3 clusters Score -5940084 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5941788.000000 Penalty: 5449.872559
	Iteration 3F: 3 clusters Score -5941788 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5944056.000000 Penalty: 5449.872559
	Iteration 4F: 3 clusters Score -5944056 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5946830.500000 Penalty: 5449.872559
	Iteration 5F: 3 clusters Score -5946830 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5949426.500000 Penalty: 5449.872559
	Iteration 6F: 3 clusters Score -5949426 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5951663.500000 Penalty: 5449.872559
	Iteration 7F: 3 clusters Score -5951664 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -5953390.000000 Penalty: 5449.872559
	Iteration 8Q: 3 clusters Score -5953390 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5954673.500000 Penalty: 5449.872559
	Iteration 9Q: 3 clusters Score -5954674 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -5955689.500000 Penalty: 5449.872559
	Iteration 10Q: 3 clusters Score -5955690 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -5956423.000000 Penalty: 5449.872559
	Iteration 11Q: 3 clusters Score -5956423 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -5956966.500000 Penalty: 5449.872559
	Iteration 12Q: 3 clusters Score -5956966 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -5957444.000000 Penalty: 5449.872559
	Iteration 13Q: 3 clusters Score -5957444 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -5957765.000000 Penalty: 5449.872559
	Iteration 14Q: 3 clusters Score -5957765 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -5958017.000000 Penalty: 5449.872559
	Iteration 15Q: 3 clusters Score -5958017 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5958296.000000 Penalty: 5449.872559
	Iteration 16Q: 3 clusters Score -5958296 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -5958516.500000 Penalty: 5449.872559
	Iteration 17Q: 3 clusters Score -5958516 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5958691.500000 Penalty: 5449.872559
	Iteration 18Q: 3 clusters Score -5958692 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -5958899.000000 Penalty: 5449.872559
	Iteration 19Q: 3 clusters Score -5958899 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -5959122.000000 Penalty: 5449.872559
	Iteration 20F: 3 clusters Score -5959122 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -5959342.000000 Penalty: 5449.872559
	Iteration 21Q: 3 clusters Score -5959342 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -5959515.500000 Penalty: 5449.872559
	Iteration 22Q: 3 clusters Score -5959516 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -5959654.500000 Penalty: 5449.872559
	Iteration 23Q: 3 clusters Score -5959654 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -5959834.000000 Penalty: 5449.872559
	Iteration 24Q: 3 clusters Score -5959834 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -5959954.000000 Penalty: 5449.872559
	Iteration 25Q: 3 clusters Score -5959954 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -5960079.500000 Penalty: 5449.872559
	Iteration 26Q: 3 clusters Score -5960080 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -5960173.000000 Penalty: 5449.872559
	Iteration 27Q: 3 clusters Score -5960173 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -5960266.500000 Penalty: 5449.872559
	Iteration 28Q: 3 clusters Score -5960266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -5960326.000000 Penalty: 5449.872559
	Iteration 29Q: 3 clusters Score -5960326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -5960360.500000 Penalty: 5449.872559
	Iteration 30Q: 3 clusters Score -5960360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -5960412.000000 Penalty: 5449.872559
	Iteration 31Q: 3 clusters Score -5960412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -5960461.000000 Penalty: 5449.872559
	Iteration 32Q: 3 clusters Score -5960461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -5960509.000000 Penalty: 5449.872559
	Iteration 33Q: 3 clusters Score -5960509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -5960539.000000 Penalty: 5449.872559
	Iteration 34Q: 3 clusters Score -5960539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -5960558.500000 Penalty: 5449.872559
	Iteration 35Q: 3 clusters Score -5960558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -5960573.500000 Penalty: 5449.872559
	Iteration 36Q: 3 clusters Score -5960574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -5960578.500000 Penalty: 5449.872559
	Iteration 37Q: 3 clusters Score -5960578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -5960583.000000 Penalty: 5449.872559
	Iteration 38Q: 3 clusters Score -5960583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -5960589.500000 Penalty: 5449.872559
	Iteration 39Q: 3 clusters Score -5960590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -5960610.500000 Penalty: 5449.872559
	Iteration 40F: 3 clusters Score -5960610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -5960622.000000 Penalty: 5449.872559
	Iteration 41Q: 3 clusters Score -5960622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -5960629.000000 Penalty: 5449.872559
	Iteration 42Q: 3 clusters Score -5960629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -5960645.000000 Penalty: 5449.872559
	Iteration 43Q: 3 clusters Score -5960645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -5960644.000000 Penalty: 5449.872559
	Iteration 44Q: 3 clusters Score -5960644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -5960656.000000 Penalty: 5449.872559
	Iteration 45Q: 3 clusters Score -5960656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -5960660.000000 Penalty: 5449.872559
	Iteration 46Q: 3 clusters Score -5960660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -5960668.000000 Penalty: 5449.872559
	Iteration 47Q: 3 clusters Score -5960668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -5960670.500000 Penalty: 5449.872559
	Iteration 48Q: 3 clusters Score -5960670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -5960673.000000 Penalty: 5449.872559
	Iteration 49Q: 3 clusters Score -5960673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -5960676.000000 Penalty: 5449.872559
	Iteration 50Q: 3 clusters Score -5960676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -5960675.000000 Penalty: 5449.872559
	Iteration 51Q: 3 clusters Score -5960675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -5960679.000000 Penalty: 5449.872559
	Iteration 52Q: 3 clusters Score -5960679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -5960691.500000 Penalty: 5449.872559
	Iteration 53Q: 3 clusters Score -5960692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -5960685.000000 Penalty: 5449.872559
	Iteration 54Q: 3 clusters Score -5960685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -5960689.500000 Penalty: 5449.872559
	Iteration 55Q: 3 clusters Score -5960690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -5960689.000000 Penalty: 5449.872559
	Iteration 56Q: 3 clusters Score -5960689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -5960698.000000 Penalty: 5449.872559
	Iteration 57Q: 3 clusters Score -5960698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -5960697.500000 Penalty: 5449.872559
	Iteration 58Q: 3 clusters Score -5960698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -5960708.500000 Penalty: 5449.872559
	Iteration 59Q: 3 clusters Score -5960708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -5960705.000000 Penalty: 5449.872559
	Iteration 60F: 3 clusters Score -5960705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -5960703.000000 Penalty: 5449.872559
	Iteration 61Q: 3 clusters Score -5960703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -5960705.500000 Penalty: 5449.872559
	Iteration 62Q: 3 clusters Score -5960706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -5960707.500000 Penalty: 5449.872559
	Iteration 63Q: 3 clusters Score -5960708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -5960707.000000 Penalty: 5449.872559
	Iteration 64Q: 3 clusters Score -5960707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -5960708.500000 Penalty: 5449.872559
	Iteration 65Q: 3 clusters Score -5960708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -5960708.500000 Penalty: 5449.872559
	Iteration 66Q: 3 clusters Score -5960708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -5960716.000000 Penalty: 5449.872559
	Iteration 67Q: 3 clusters Score -5960716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -5960711.500000 Penalty: 5449.872559
	Iteration 68Q: 3 clusters Score -5960712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -5960717.000000 Penalty: 5449.872559
	Iteration 69Q: 3 clusters Score -5960717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -5960717.000000 Penalty: 5449.872559
	Iteration 70F: 3 clusters Score -5960717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (47924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Entering Unmasked Estep 
Score: -4674610.000000 Penalty: 2672.788086
	Iteration 0F: 2 clusters Score -4674610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4642344.000000 Penalty: 5345.576172
	Iteration 0F: 3 clusters Score -4642344 nChanged 22159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4655714.500000 Penalty: 5345.576172
	Iteration 1F: 3 clusters Score -4655714 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4657543.500000 Penalty: 5345.576172
	Iteration 2F: 3 clusters Score -4657544 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4660060.500000 Penalty: 5345.576172
	Iteration 3F: 3 clusters Score -4660060 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4663097.500000 Penalty: 5345.576172
	Iteration 4F: 3 clusters Score -4663098 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4666197.500000 Penalty: 5345.576172
	Iteration 5F: 3 clusters Score -4666198 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4668769.000000 Penalty: 5345.576172
	Iteration 6F: 3 clusters Score -4668769 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4670488.500000 Penalty: 5345.576172
	Iteration 7F: 3 clusters Score -4670488 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4671464.000000 Penalty: 5345.576172
	Iteration 8Q: 3 clusters Score -4671464 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4672072.000000 Penalty: 5345.576172
	Iteration 9Q: 3 clusters Score -4672072 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4672430.000000 Penalty: 5345.576172
	Iteration 10Q: 3 clusters Score -4672430 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4672695.000000 Penalty: 5345.576172
	Iteration 11Q: 3 clusters Score -4672695 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4672967.000000 Penalty: 5345.576172
	Iteration 12Q: 3 clusters Score -4672967 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4673125.000000 Penalty: 5345.576172
	Iteration 13Q: 3 clusters Score -4673125 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -4673277.000000 Penalty: 5345.576172
	Iteration 14Q: 3 clusters Score -4673277 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4673415.000000 Penalty: 5345.576172
	Iteration 15Q: 3 clusters Score -4673415 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4673562.500000 Penalty: 5345.576172
	Iteration 16Q: 3 clusters Score -4673562 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -4673680.000000 Penalty: 5345.576172
	Iteration 17Q: 3 clusters Score -4673680 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4673777.500000 Penalty: 5345.576172
	Iteration 18Q: 3 clusters Score -4673778 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -4673825.500000 Penalty: 5345.576172
	Iteration 19Q: 3 clusters Score -4673826 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4673923.500000 Penalty: 5345.576172
	Iteration 20F: 3 clusters Score -4673924 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -4673995.500000 Penalty: 5345.576172
	Iteration 21Q: 3 clusters Score -4673996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4674058.500000 Penalty: 5345.576172
	Iteration 22Q: 3 clusters Score -4674058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4674133.500000 Penalty: 5345.576172
	Iteration 23Q: 3 clusters Score -4674134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -4674201.500000 Penalty: 5345.576172
	Iteration 24Q: 3 clusters Score -4674202 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4674247.500000 Penalty: 5345.576172
	Iteration 25Q: 3 clusters Score -4674248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -4674274.500000 Penalty: 5345.576172
	Iteration 26Q: 3 clusters Score -4674274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -4674296.000000 Penalty: 5345.576172
	Iteration 27Q: 3 clusters Score -4674296 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4674333.500000 Penalty: 5345.576172
	Iteration 28Q: 3 clusters Score -4674334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4674351.500000 Penalty: 5345.576172
	Iteration 29Q: 3 clusters Score -4674352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4674357.500000 Penalty: 5345.576172
	Iteration 30Q: 3 clusters Score -4674358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -4674378.000000 Penalty: 5345.576172
	Iteration 31Q: 3 clusters Score -4674378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4674394.500000 Penalty: 5345.576172
	Iteration 32Q: 3 clusters Score -4674394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -4674396.500000 Penalty: 5345.576172
	Iteration 33Q: 3 clusters Score -4674396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -4674418.500000 Penalty: 5345.576172
	Iteration 34Q: 3 clusters Score -4674418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4674438.000000 Penalty: 5345.576172
	Iteration 35Q: 3 clusters Score -4674438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -4674444.500000 Penalty: 5345.576172
	Iteration 36Q: 3 clusters Score -4674444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -4674459.000000 Penalty: 5345.576172
	Iteration 37Q: 3 clusters Score -4674459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -4674465.000000 Penalty: 5345.576172
	Iteration 38Q: 3 clusters Score -4674465 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -4674484.000000 Penalty: 5345.576172
	Iteration 39Q: 3 clusters Score -4674484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -4674498.500000 Penalty: 5345.576172
	Iteration 40F: 3 clusters Score -4674498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -4674497.500000 Penalty: 5345.576172
	Iteration 41Q: 3 clusters Score -4674498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -4674494.500000 Penalty: 5345.576172
	Iteration 42Q: 3 clusters Score -4674494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -4674500.000000 Penalty: 5345.576172
	Iteration 43Q: 3 clusters Score -4674500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -4674500.500000 Penalty: 5345.576172
	Iteration 44Q: 3 clusters Score -4674500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -4674517.500000 Penalty: 5345.576172
	Iteration 45Q: 3 clusters Score -4674518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -4674508.500000 Penalty: 5345.576172
	Iteration 46Q: 3 clusters Score -4674508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -4674521.000000 Penalty: 5345.576172
	Iteration 47Q: 3 clusters Score -4674521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -4674531.000000 Penalty: 5345.576172
	Iteration 48Q: 3 clusters Score -4674531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -4674523.500000 Penalty: 5345.576172
	Iteration 49Q: 3 clusters Score -4674524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -4674524.000000 Penalty: 5345.576172
	Iteration 50Q: 3 clusters Score -4674524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -4674527.000000 Penalty: 5345.576172
	Iteration 51Q: 3 clusters Score -4674527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -4674534.500000 Penalty: 5345.576172
	Iteration 52Q: 3 clusters Score -4674534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -4674531.500000 Penalty: 5345.576172
	Iteration 53Q: 3 clusters Score -4674532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -4674536.500000 Penalty: 5345.576172
	Iteration 54Q: 3 clusters Score -4674536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -4674532.000000 Penalty: 5345.576172
	Iteration 55Q: 3 clusters Score -4674532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -4674543.000000 Penalty: 5345.576172
	Iteration 56Q: 3 clusters Score -4674543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4674536.000000 Penalty: 5345.576172
	Iteration 57Q: 3 clusters Score -4674536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -4674539.500000 Penalty: 5345.576172
	Iteration 58Q: 3 clusters Score -4674540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -4674540.500000 Penalty: 5345.576172
	Iteration 59Q: 3 clusters Score -4674540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -4674542.000000 Penalty: 5345.576172
	Iteration 60F: 3 clusters Score -4674542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -4674542.500000 Penalty: 5345.576172
	Iteration 61Q: 3 clusters Score -4674542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -4674540.500000 Penalty: 5345.576172
	Iteration 62Q: 3 clusters Score -4674540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -4674539.000000 Penalty: 5345.576172
	Iteration 63Q: 3 clusters Score -4674539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -4674539.500000 Penalty: 5345.576172
	Iteration 64Q: 3 clusters Score -4674540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -4674537.000000 Penalty: 5345.576172
	Iteration 65Q: 3 clusters Score -4674537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -4674537.000000 Penalty: 5345.576172
	Iteration 66F: 3 clusters Score -4674537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (31715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Entering Unmasked Estep 
Score: -3186039.750000 Penalty: 2570.407227
	Iteration 0F: 2 clusters Score -3186040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3164292.500000 Penalty: 5140.814453
	Iteration 0F: 3 clusters Score -3164292 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3172039.500000 Penalty: 5140.814453
	Iteration 1F: 3 clusters Score -3172040 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3172471.000000 Penalty: 5140.814453
	Iteration 2Q: 3 clusters Score -3172471 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3172843.250000 Penalty: 5140.814453
	Iteration 3Q: 3 clusters Score -3172843 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3173174.000000 Penalty: 5140.814453
	Iteration 4Q: 3 clusters Score -3173174 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3173444.500000 Penalty: 5140.814453
	Iteration 5Q: 3 clusters Score -3173444 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3173659.000000 Penalty: 5140.814453
	Iteration 6Q: 3 clusters Score -3173659 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3173937.750000 Penalty: 5140.814453
	Iteration 7Q: 3 clusters Score -3173938 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3174204.000000 Penalty: 5140.814453
	Iteration 8Q: 3 clusters Score -3174204 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3174545.500000 Penalty: 5140.814453
	Iteration 9Q: 3 clusters Score -3174546 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3175005.500000 Penalty: 5140.814453
	Iteration 10Q: 3 clusters Score -3175006 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3175675.500000 Penalty: 5140.814453
	Iteration 11Q: 3 clusters Score -3175676 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3176734.000000 Penalty: 5140.814453
	Iteration 12F: 3 clusters Score -3176734 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3178132.500000 Penalty: 5140.814453
	Iteration 13F: 3 clusters Score -3178132 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3179837.750000 Penalty: 5140.814453
	Iteration 14F: 3 clusters Score -3179838 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3181392.250000 Penalty: 5140.814453
	Iteration 15F: 3 clusters Score -3181392 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3182464.000000 Penalty: 5140.814453
	Iteration 16Q: 3 clusters Score -3182464 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3183143.250000 Penalty: 5140.814453
	Iteration 17Q: 3 clusters Score -3183143 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3183427.250000 Penalty: 5140.814453
	Iteration 18Q: 3 clusters Score -3183427 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3183602.750000 Penalty: 5140.814453
	Iteration 19Q: 3 clusters Score -3183603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3183701.750000 Penalty: 5140.814453
	Iteration 20F: 3 clusters Score -3183702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3183745.500000 Penalty: 5140.814453
	Iteration 21Q: 3 clusters Score -3183746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3183778.000000 Penalty: 5140.814453
	Iteration 22Q: 3 clusters Score -3183778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3183800.750000 Penalty: 5140.814453
	Iteration 23Q: 3 clusters Score -3183801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3183810.000000 Penalty: 5140.814453
	Iteration 24Q: 3 clusters Score -3183810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3183822.250000 Penalty: 5140.814453
	Iteration 25Q: 3 clusters Score -3183822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3183828.250000 Penalty: 5140.814453
	Iteration 26Q: 3 clusters Score -3183828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3183834.750000 Penalty: 5140.814453
	Iteration 27Q: 3 clusters Score -3183835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3183840.000000 Penalty: 5140.814453
	Iteration 28Q: 3 clusters Score -3183840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3183842.750000 Penalty: 5140.814453
	Iteration 29Q: 3 clusters Score -3183843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3183844.000000 Penalty: 5140.814453
	Iteration 30Q: 3 clusters Score -3183844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3183846.000000 Penalty: 5140.814453
	Iteration 31Q: 3 clusters Score -3183846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3183845.000000 Penalty: 5140.814453
	Iteration 32Q: 3 clusters Score -3183845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3183845.000000 Penalty: 5140.814453
	Iteration 33F: 3 clusters Score -3183845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Entering Unmasked Estep 
Score: -2728100.250000 Penalty: 2532.001709
	Iteration 0F: 2 clusters Score -2728100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2709541.750000 Penalty: 5064.003418
	Iteration 0F: 3 clusters Score -2709542 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2716200.000000 Penalty: 5064.003418
	Iteration 1F: 3 clusters Score -2716200 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2716721.750000 Penalty: 5064.003418
	Iteration 2F: 3 clusters Score -2716722 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2717245.750000 Penalty: 5064.003418
	Iteration 3Q: 3 clusters Score -2717246 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2717768.000000 Penalty: 5064.003418
	Iteration 4Q: 3 clusters Score -2717768 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2718288.000000 Penalty: 5064.003418
	Iteration 5Q: 3 clusters Score -2718288 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2718800.250000 Penalty: 5064.003418
	Iteration 6Q: 3 clusters Score -2718800 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2719283.750000 Penalty: 5064.003418
	Iteration 7Q: 3 clusters Score -2719284 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2719701.000000 Penalty: 5064.003418
	Iteration 8Q: 3 clusters Score -2719701 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2720099.250000 Penalty: 5064.003418
	Iteration 9Q: 3 clusters Score -2720099 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2720459.500000 Penalty: 5064.003418
	Iteration 10Q: 3 clusters Score -2720460 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2720717.000000 Penalty: 5064.003418
	Iteration 11Q: 3 clusters Score -2720717 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2720940.250000 Penalty: 5064.003418
	Iteration 12Q: 3 clusters Score -2720940 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2721166.000000 Penalty: 5064.003418
	Iteration 13Q: 3 clusters Score -2721166 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2721385.750000 Penalty: 5064.003418
	Iteration 14Q: 3 clusters Score -2721386 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2721592.000000 Penalty: 5064.003418
	Iteration 15Q: 3 clusters Score -2721592 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2721819.750000 Penalty: 5064.003418
	Iteration 16Q: 3 clusters Score -2721820 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2722060.500000 Penalty: 5064.003418
	Iteration 17Q: 3 clusters Score -2722060 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2722312.500000 Penalty: 5064.003418
	Iteration 18Q: 3 clusters Score -2722312 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2722639.750000 Penalty: 5064.003418
	Iteration 19Q: 3 clusters Score -2722640 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2723050.750000 Penalty: 5064.003418
	Iteration 20F: 3 clusters Score -2723051 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2723531.750000 Penalty: 5064.003418
	Iteration 21Q: 3 clusters Score -2723532 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2724035.250000 Penalty: 5064.003418
	Iteration 22Q: 3 clusters Score -2724035 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2724516.000000 Penalty: 5064.003418
	Iteration 23Q: 3 clusters Score -2724516 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2724927.250000 Penalty: 5064.003418
	Iteration 24Q: 3 clusters Score -2724927 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2725275.250000 Penalty: 5064.003418
	Iteration 25Q: 3 clusters Score -2725275 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2725575.000000 Penalty: 5064.003418
	Iteration 26Q: 3 clusters Score -2725575 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2725802.500000 Penalty: 5064.003418
	Iteration 27Q: 3 clusters Score -2725802 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2725958.000000 Penalty: 5064.003418
	Iteration 28Q: 3 clusters Score -2725958 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2726071.750000 Penalty: 5064.003418
	Iteration 29Q: 3 clusters Score -2726072 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2726138.500000 Penalty: 5064.003418
	Iteration 30Q: 3 clusters Score -2726138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2726204.000000 Penalty: 5064.003418
	Iteration 31Q: 3 clusters Score -2726204 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2726252.250000 Penalty: 5064.003418
	Iteration 32Q: 3 clusters Score -2726252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2726292.500000 Penalty: 5064.003418
	Iteration 33Q: 3 clusters Score -2726292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2726322.750000 Penalty: 5064.003418
	Iteration 34Q: 3 clusters Score -2726323 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2726352.250000 Penalty: 5064.003418
	Iteration 35Q: 3 clusters Score -2726352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2726393.500000 Penalty: 5064.003418
	Iteration 36Q: 3 clusters Score -2726394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2726433.250000 Penalty: 5064.003418
	Iteration 37Q: 3 clusters Score -2726433 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2726457.250000 Penalty: 5064.003418
	Iteration 38Q: 3 clusters Score -2726457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2726467.000000 Penalty: 5064.003418
	Iteration 39Q: 3 clusters Score -2726467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2726482.750000 Penalty: 5064.003418
	Iteration 40F: 3 clusters Score -2726483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2726485.250000 Penalty: 5064.003418
	Iteration 41Q: 3 clusters Score -2726485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2726506.000000 Penalty: 5064.003418
	Iteration 42Q: 3 clusters Score -2726506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2726513.500000 Penalty: 5064.003418
	Iteration 43Q: 3 clusters Score -2726514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2726519.500000 Penalty: 5064.003418
	Iteration 44Q: 3 clusters Score -2726520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2726525.000000 Penalty: 5064.003418
	Iteration 45Q: 3 clusters Score -2726525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2726531.750000 Penalty: 5064.003418
	Iteration 46Q: 3 clusters Score -2726532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2726537.500000 Penalty: 5064.003418
	Iteration 47Q: 3 clusters Score -2726538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2726533.000000 Penalty: 5064.003418
	Iteration 48Q: 3 clusters Score -2726533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2726532.000000 Penalty: 5064.003418
	Iteration 49Q: 3 clusters Score -2726532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2726536.000000 Penalty: 5064.003418
	Iteration 50Q: 3 clusters Score -2726536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2726542.500000 Penalty: 5064.003418
	Iteration 51Q: 3 clusters Score -2726542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2726544.250000 Penalty: 5064.003418
	Iteration 52Q: 3 clusters Score -2726544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2726552.500000 Penalty: 5064.003418
	Iteration 53Q: 3 clusters Score -2726552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2726552.250000 Penalty: 5064.003418
	Iteration 54Q: 3 clusters Score -2726552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2726550.500000 Penalty: 5064.003418
	Iteration 55Q: 3 clusters Score -2726550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2726554.000000 Penalty: 5064.003418
	Iteration 56Q: 3 clusters Score -2726554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2726554.000000 Penalty: 5064.003418
	Iteration 57Q: 3 clusters Score -2726554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2726557.500000 Penalty: 5064.003418
	Iteration 58Q: 3 clusters Score -2726558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2726560.750000 Penalty: 5064.003418
	Iteration 59Q: 3 clusters Score -2726561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2726567.250000 Penalty: 5064.003418
	Iteration 60F: 3 clusters Score -2726567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2726569.250000 Penalty: 5064.003418
	Iteration 61Q: 3 clusters Score -2726569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2726567.000000 Penalty: 5064.003418
	Iteration 62Q: 3 clusters Score -2726567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2726567.500000 Penalty: 5064.003418
	Iteration 63Q: 3 clusters Score -2726568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2726569.500000 Penalty: 5064.003418
	Iteration 64Q: 3 clusters Score -2726570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2726572.750000 Penalty: 5064.003418
	Iteration 65Q: 3 clusters Score -2726573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2726583.500000 Penalty: 5064.003418
	Iteration 66Q: 3 clusters Score -2726584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2726577.000000 Penalty: 5064.003418
	Iteration 67Q: 3 clusters Score -2726577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2726575.250000 Penalty: 5064.003418
	Iteration 68Q: 3 clusters Score -2726575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2726578.000000 Penalty: 5064.003418
	Iteration 69Q: 3 clusters Score -2726578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2726579.750000 Penalty: 5064.003418
	Iteration 70Q: 3 clusters Score -2726580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2726585.500000 Penalty: 5064.003418
	Iteration 71Q: 3 clusters Score -2726586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2726583.000000 Penalty: 5064.003418
	Iteration 72Q: 3 clusters Score -2726583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2726579.500000 Penalty: 5064.003418
	Iteration 73Q: 3 clusters Score -2726580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2726579.500000 Penalty: 5064.003418
	Iteration 74Q: 3 clusters Score -2726580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2726576.500000 Penalty: 5064.003418
	Iteration 75Q: 3 clusters Score -2726576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2726576.500000 Penalty: 5064.003418
	Iteration 76F: 3 clusters Score -2726576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Entering Unmasked Estep 
Score: -680896.000000 Penalty: 2185.806641
	Iteration 0F: 2 clusters Score -680896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -675299.875000 Penalty: 4371.613281
	Iteration 0F: 3 clusters Score -675299.9 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -676796.625000 Penalty: 4371.613281
	Iteration 1F: 3 clusters Score -676796.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -677076.312500 Penalty: 4371.613281
	Iteration 2F: 3 clusters Score -677076.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -677258.750000 Penalty: 4371.613281
	Iteration 3F: 3 clusters Score -677258.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -677401.937500 Penalty: 4371.613281
	Iteration 4Q: 3 clusters Score -677401.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -677525.125000 Penalty: 4371.613281
	Iteration 5Q: 3 clusters Score -677525.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -677626.000000 Penalty: 4371.613281
	Iteration 6Q: 3 clusters Score -677626 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -677708.687500 Penalty: 4371.613281
	Iteration 7Q: 3 clusters Score -677708.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -677798.062500 Penalty: 4371.613281
	Iteration 8Q: 3 clusters Score -677798.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -677880.437500 Penalty: 4371.613281
	Iteration 9Q: 3 clusters Score -677880.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -677946.625000 Penalty: 4371.613281
	Iteration 10Q: 3 clusters Score -677946.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -678004.687500 Penalty: 4371.613281
	Iteration 11Q: 3 clusters Score -678004.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -678061.000000 Penalty: 4371.613281
	Iteration 12Q: 3 clusters Score -678061 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -678107.250000 Penalty: 4371.613281
	Iteration 13Q: 3 clusters Score -678107.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -678143.875000 Penalty: 4371.613281
	Iteration 14Q: 3 clusters Score -678143.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -678186.312500 Penalty: 4371.613281
	Iteration 15Q: 3 clusters Score -678186.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -678224.125000 Penalty: 4371.613281
	Iteration 16Q: 3 clusters Score -678224.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -678257.750000 Penalty: 4371.613281
	Iteration 17Q: 3 clusters Score -678257.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -678293.437500 Penalty: 4371.613281
	Iteration 18Q: 3 clusters Score -678293.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -678329.562500 Penalty: 4371.613281
	Iteration 19Q: 3 clusters Score -678329.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -678362.187500 Penalty: 4371.613281
	Iteration 20F: 3 clusters Score -678362.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -678393.250000 Penalty: 4371.613281
	Iteration 21Q: 3 clusters Score -678393.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -678419.562500 Penalty: 4371.613281
	Iteration 22Q: 3 clusters Score -678419.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -678441.687500 Penalty: 4371.613281
	Iteration 23Q: 3 clusters Score -678441.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -678466.750000 Penalty: 4371.613281
	Iteration 24Q: 3 clusters Score -678466.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -678490.000000 Penalty: 4371.613281
	Iteration 25Q: 3 clusters Score -678490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -678502.250000 Penalty: 4371.613281
	Iteration 26Q: 3 clusters Score -678502.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -678515.500000 Penalty: 4371.613281
	Iteration 27Q: 3 clusters Score -678515.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -678532.250000 Penalty: 4371.613281
	Iteration 28Q: 3 clusters Score -678532.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -678548.125000 Penalty: 4371.613281
	Iteration 29Q: 3 clusters Score -678548.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -678564.187500 Penalty: 4371.613281
	Iteration 30Q: 3 clusters Score -678564.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -678582.062500 Penalty: 4371.613281
	Iteration 31Q: 3 clusters Score -678582.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -678604.375000 Penalty: 4371.613281
	Iteration 32Q: 3 clusters Score -678604.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -678628.312500 Penalty: 4371.613281
	Iteration 33Q: 3 clusters Score -678628.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -678648.250000 Penalty: 4371.613281
	Iteration 34Q: 3 clusters Score -678648.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -678668.000000 Penalty: 4371.613281
	Iteration 35Q: 3 clusters Score -678668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -678682.312500 Penalty: 4371.613281
	Iteration 36Q: 3 clusters Score -678682.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -678700.125000 Penalty: 4371.613281
	Iteration 37Q: 3 clusters Score -678700.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -678719.687500 Penalty: 4371.613281
	Iteration 38Q: 3 clusters Score -678719.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -678735.500000 Penalty: 4371.613281
	Iteration 39Q: 3 clusters Score -678735.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -678750.687500 Penalty: 4371.613281
	Iteration 40F: 3 clusters Score -678750.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -678764.437500 Penalty: 4371.613281
	Iteration 41Q: 3 clusters Score -678764.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -678770.687500 Penalty: 4371.613281
	Iteration 42Q: 3 clusters Score -678770.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -678782.937500 Penalty: 4371.613281
	Iteration 43Q: 3 clusters Score -678782.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -678790.250000 Penalty: 4371.613281
	Iteration 44Q: 3 clusters Score -678790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -678800.750000 Penalty: 4371.613281
	Iteration 45Q: 3 clusters Score -678800.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -678810.562500 Penalty: 4371.613281
	Iteration 46Q: 3 clusters Score -678810.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -678820.875000 Penalty: 4371.613281
	Iteration 47Q: 3 clusters Score -678820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -678830.562500 Penalty: 4371.613281
	Iteration 48Q: 3 clusters Score -678830.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -678844.937500 Penalty: 4371.613281
	Iteration 49Q: 3 clusters Score -678844.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -678858.250000 Penalty: 4371.613281
	Iteration 50Q: 3 clusters Score -678858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -678866.562500 Penalty: 4371.613281
	Iteration 51Q: 3 clusters Score -678866.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -678874.562500 Penalty: 4371.613281
	Iteration 52Q: 3 clusters Score -678874.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -678884.875000 Penalty: 4371.613281
	Iteration 53Q: 3 clusters Score -678884.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -678893.000000 Penalty: 4371.613281
	Iteration 54Q: 3 clusters Score -678893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -678897.125000 Penalty: 4371.613281
	Iteration 55Q: 3 clusters Score -678897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -678900.437500 Penalty: 4371.613281
	Iteration 56Q: 3 clusters Score -678900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -678904.125000 Penalty: 4371.613281
	Iteration 57Q: 3 clusters Score -678904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -678908.000000 Penalty: 4371.613281
	Iteration 58Q: 3 clusters Score -678908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -678911.875000 Penalty: 4371.613281
	Iteration 59Q: 3 clusters Score -678911.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -678919.000000 Penalty: 4371.613281
	Iteration 60F: 3 clusters Score -678919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -678921.187500 Penalty: 4371.613281
	Iteration 61Q: 3 clusters Score -678921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -678927.562500 Penalty: 4371.613281
	Iteration 62Q: 3 clusters Score -678927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -678930.937500 Penalty: 4371.613281
	Iteration 63Q: 3 clusters Score -678930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -678934.750000 Penalty: 4371.613281
	Iteration 64Q: 3 clusters Score -678934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -678942.750000 Penalty: 4371.613281
	Iteration 65Q: 3 clusters Score -678942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -678948.187500 Penalty: 4371.613281
	Iteration 66Q: 3 clusters Score -678948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -678949.500000 Penalty: 4371.613281
	Iteration 67Q: 3 clusters Score -678949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -678947.750000 Penalty: 4371.613281
	Iteration 68Q: 3 clusters Score -678947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -678949.875000 Penalty: 4371.613281
	Iteration 69Q: 3 clusters Score -678949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -678951.375000 Penalty: 4371.613281
	Iteration 70Q: 3 clusters Score -678951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -678951.000000 Penalty: 4371.613281
	Iteration 71Q: 3 clusters Score -678951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -678954.000000 Penalty: 4371.613281
	Iteration 72Q: 3 clusters Score -678954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -678955.000000 Penalty: 4371.613281
	Iteration 73Q: 3 clusters Score -678955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -678956.562500 Penalty: 4371.613281
	Iteration 74Q: 3 clusters Score -678956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -678957.125000 Penalty: 4371.613281
	Iteration 75Q: 3 clusters Score -678957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -678957.125000 Penalty: 4371.613281
	Iteration 76F: 3 clusters Score -678957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 14164 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 95373 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 19279 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 58171 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 1186 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 10089 members 
Mstep: Class 28 contains 19466 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59139 members 
Mstep: Class 31 contains 47924 members 
Mstep: Class 32 contains 31715 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 6726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904828.000000 Penalty: 132408.000000
Iteration 79Q: 41 clusters Score -5.890483e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 8043 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 6684 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 14024 members 
Mstep: Class 8 contains 12921 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14375 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 15829 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 95437 members 
Mstep: Class 15 contains 19642 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 19255 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 6621 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 58199 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 25 contains 7161 members 
Mstep: Class 26 contains 11734 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 19441 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 59190 members 
Mstep: Class 31 contains 48110 members 
Mstep: Class 32 contains 31737 members 
Mstep: Class 33 contains 27204 members 
Mstep: Class 34 contains 6701 members 
Mstep: Class 35 contains 5916 members 
Mstep: Class 36 contains 7336 members 
Mstep: Class 37 contains 1215 members 
Mstep: Class 38 contains 11410 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907052.000000 Penalty: 132408.000000
Iteration 80F: 41 clusters Score -5.890705e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 13909 members 
Mstep: Class 8 contains 12902 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14395 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 15746 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 95484 members 
Mstep: Class 15 contains 19635 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 19091 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 6654 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 58196 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 7142 members 
Mstep: Class 26 contains 11732 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 19348 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 59202 members 
Mstep: Class 31 contains 47739 members 
Mstep: Class 32 contains 31738 members 
Mstep: Class 33 contains 27171 members 
Mstep: Class 34 contains 6676 members 
Mstep: Class 35 contains 5944 members 
Mstep: Class 36 contains 7431 members 
Mstep: Class 37 contains 1366 members 
Mstep: Class 38 contains 12036 members 
Mstep: Class 39 contains 1914 members 
Mstep: Class 40 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908216.000000 Penalty: 132408.000000
Iteration 81Q: 41 clusters Score -5.890822e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5668 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 6813 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 13861 members 
Mstep: Class 8 contains 12863 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14417 members 
Mstep: Class 11 contains 25282 members 
Mstep: Class 12 contains 15676 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 95532 members 
Mstep: Class 15 contains 19644 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 18953 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 6695 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 1581 members 
Mstep: Class 22 contains 58180 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 11726 members 
Mstep: Class 27 contains 10102 members 
Mstep: Class 28 contains 19283 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59233 members 
Mstep: Class 31 contains 47497 members 
Mstep: Class 32 contains 31762 members 
Mstep: Class 33 contains 27169 members 
Mstep: Class 34 contains 6647 members 
Mstep: Class 35 contains 5932 members 
Mstep: Class 36 contains 7451 members 
Mstep: Class 37 contains 1431 members 
Mstep: Class 38 contains 12394 members 
Mstep: Class 39 contains 1930 members 
Mstep: Class 40 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908848.000000 Penalty: 132408.000000
Iteration 82Q: 41 clusters Score -5.890885e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 12821 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14438 members 
Mstep: Class 11 contains 25275 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 14666 members 
Mstep: Class 14 contains 95554 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 9156 members 
Mstep: Class 17 contains 18877 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 19 contains 6721 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 58183 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 7121 members 
Mstep: Class 26 contains 11704 members 
Mstep: Class 27 contains 10108 members 
Mstep: Class 28 contains 19230 members 
Mstep: Class 29 contains 6649 members 
Mstep: Class 30 contains 59269 members 
Mstep: Class 31 contains 47285 members 
Mstep: Class 32 contains 31779 members 
Mstep: Class 33 contains 27179 members 
Mstep: Class 34 contains 6624 members 
Mstep: Class 35 contains 5921 members 
Mstep: Class 36 contains 7462 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 12659 members 
Mstep: Class 39 contains 1950 members 
Mstep: Class 40 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909084.000000 Penalty: 132408.000000
Iteration 83Q: 41 clusters Score -5.890908e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6940 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 13758 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14457 members 
Mstep: Class 11 contains 25269 members 
Mstep: Class 12 contains 15581 members 
Mstep: Class 13 contains 14627 members 
Mstep: Class 14 contains 95584 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 18819 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 58186 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 7115 members 
Mstep: Class 26 contains 11677 members 
Mstep: Class 27 contains 10108 members 
Mstep: Class 28 contains 19186 members 
Mstep: Class 29 contains 6648 members 
Mstep: Class 30 contains 59288 members 
Mstep: Class 31 contains 47107 members 
Mstep: Class 32 contains 31790 members 
Mstep: Class 33 contains 27200 members 
Mstep: Class 34 contains 6603 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7450 members 
Mstep: Class 37 contains 1492 members 
Mstep: Class 38 contains 12854 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909228.000000 Penalty: 132408.000000
Iteration 84Q: 41 clusters Score -5.890923e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 13724 members 
Mstep: Class 8 contains 12758 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 25268 members 
Mstep: Class 12 contains 15562 members 
Mstep: Class 13 contains 14598 members 
Mstep: Class 14 contains 95600 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 18791 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 58178 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 7112 members 
Mstep: Class 26 contains 11639 members 
Mstep: Class 27 contains 10115 members 
Mstep: Class 28 contains 19134 members 
Mstep: Class 29 contains 6648 members 
Mstep: Class 30 contains 59314 members 
Mstep: Class 31 contains 46966 members 
Mstep: Class 32 contains 31803 members 
Mstep: Class 33 contains 27220 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 5910 members 
Mstep: Class 36 contains 7438 members 
Mstep: Class 37 contains 1510 members 
Mstep: Class 38 contains 13002 members 
Mstep: Class 39 contains 1984 members 
Mstep: Class 40 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909268.000000 Penalty: 132408.000000
Iteration 85Q: 41 clusters Score -5.890927e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 13690 members 
Mstep: Class 8 contains 12737 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 25266 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 95636 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 18768 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 6750 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 58176 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 1327 members 
Mstep: Class 25 contains 7108 members 
Mstep: Class 26 contains 11612 members 
Mstep: Class 27 contains 10121 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 59323 members 
Mstep: Class 31 contains 46857 members 
Mstep: Class 32 contains 31814 members 
Mstep: Class 33 contains 27235 members 
Mstep: Class 34 contains 6569 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 7407 members 
Mstep: Class 37 contains 1528 members 
Mstep: Class 38 contains 13111 members 
Mstep: Class 39 contains 1998 members 
Mstep: Class 40 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909372.000000 Penalty: 132408.000000
Iteration 86Q: 41 clusters Score -5.890937e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 8317 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 12682 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 25266 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 95654 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 18745 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 6757 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 58182 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 1334 members 
Mstep: Class 25 contains 7097 members 
Mstep: Class 26 contains 11603 members 
Mstep: Class 27 contains 10125 members 
Mstep: Class 28 contains 19047 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 59331 members 
Mstep: Class 31 contains 46760 members 
Mstep: Class 32 contains 31827 members 
Mstep: Class 33 contains 27250 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 5897 members 
Mstep: Class 36 contains 7387 members 
Mstep: Class 37 contains 1541 members 
Mstep: Class 38 contains 13218 members 
Mstep: Class 39 contains 2007 members 
Mstep: Class 40 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909724.000000 Penalty: 132408.000000
Iteration 87Q: 41 clusters Score -5.890972e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 13637 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 25262 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 95669 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 18721 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 58179 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 1341 members 
Mstep: Class 25 contains 7097 members 
Mstep: Class 26 contains 11606 members 
Mstep: Class 27 contains 10131 members 
Mstep: Class 28 contains 19009 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 59346 members 
Mstep: Class 31 contains 46658 members 
Mstep: Class 32 contains 31838 members 
Mstep: Class 33 contains 27267 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 5893 members 
Mstep: Class 36 contains 7359 members 
Mstep: Class 37 contains 1565 members 
Mstep: Class 38 contains 13305 members 
Mstep: Class 39 contains 2017 members 
Mstep: Class 40 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909796.000000 Penalty: 132408.000000
Iteration 88Q: 41 clusters Score -5.89098e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 8373 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 13626 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14568 members 
Mstep: Class 11 contains 25255 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 95696 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 18718 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 58176 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 1341 members 
Mstep: Class 25 contains 7097 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 10132 members 
Mstep: Class 28 contains 18972 members 
Mstep: Class 29 contains 6654 members 
Mstep: Class 30 contains 59349 members 
Mstep: Class 31 contains 46572 members 
Mstep: Class 32 contains 31847 members 
Mstep: Class 33 contains 27279 members 
Mstep: Class 34 contains 6525 members 
Mstep: Class 35 contains 5885 members 
Mstep: Class 36 contains 7342 members 
Mstep: Class 37 contains 1582 members 
Mstep: Class 38 contains 13369 members 
Mstep: Class 39 contains 2022 members 
Mstep: Class 40 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909636.000000 Penalty: 132408.000000
Iteration 89Q: 41 clusters Score -5.890964e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7165 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 13605 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 11 contains 25252 members 
Mstep: Class 12 contains 15495 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 95726 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 8971 members 
Mstep: Class 17 contains 18712 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 58173 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 7095 members 
Mstep: Class 26 contains 11587 members 
Mstep: Class 27 contains 10133 members 
Mstep: Class 28 contains 18937 members 
Mstep: Class 29 contains 6655 members 
Mstep: Class 30 contains 59357 members 
Mstep: Class 31 contains 46495 members 
Mstep: Class 32 contains 31849 members 
Mstep: Class 33 contains 27286 members 
Mstep: Class 34 contains 6509 members 
Mstep: Class 35 contains 5884 members 
Mstep: Class 36 contains 7332 members 
Mstep: Class 37 contains 1602 members 
Mstep: Class 38 contains 13436 members 
Mstep: Class 39 contains 2025 members 
Mstep: Class 40 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909716.000000 Penalty: 132408.000000
Iteration 90Q: 41 clusters Score -5.890972e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 8408 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7196 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12600 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14602 members 
Mstep: Class 11 contains 25251 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 95753 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 8947 members 
Mstep: Class 17 contains 18702 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 58166 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7096 members 
Mstep: Class 26 contains 11583 members 
Mstep: Class 27 contains 10134 members 
Mstep: Class 28 contains 18901 members 
Mstep: Class 29 contains 6656 members 
Mstep: Class 30 contains 59362 members 
Mstep: Class 31 contains 46436 members 
Mstep: Class 32 contains 31854 members 
Mstep: Class 33 contains 27291 members 
Mstep: Class 34 contains 6499 members 
Mstep: Class 35 contains 5883 members 
Mstep: Class 36 contains 7322 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 13497 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909904.000000 Penalty: 132408.000000
Iteration 91Q: 41 clusters Score -5.89099e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 13559 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 11 contains 25249 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 95785 members 
Mstep: Class 15 contains 19705 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 18691 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 58162 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 1347 members 
Mstep: Class 25 contains 7097 members 
Mstep: Class 26 contains 11555 members 
Mstep: Class 27 contains 10134 members 
Mstep: Class 28 contains 18863 members 
Mstep: Class 29 contains 6655 members 
Mstep: Class 30 contains 59371 members 
Mstep: Class 31 contains 46380 members 
Mstep: Class 32 contains 31858 members 
Mstep: Class 33 contains 27302 members 
Mstep: Class 34 contains 6490 members 
Mstep: Class 35 contains 5885 members 
Mstep: Class 36 contains 7308 members 
Mstep: Class 37 contains 1644 members 
Mstep: Class 38 contains 13546 members 
Mstep: Class 39 contains 2031 members 
Mstep: Class 40 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909864.000000 Penalty: 132408.000000
Iteration 92Q: 41 clusters Score -5.890986e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 13545 members 
Mstep: Class 8 contains 12588 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14616 members 
Mstep: Class 11 contains 25246 members 
Mstep: Class 12 contains 15457 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 95817 members 
Mstep: Class 15 contains 19709 members 
Mstep: Class 16 contains 8917 members 
Mstep: Class 17 contains 18674 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1784 members 
Mstep: Class 22 contains 58156 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 1351 members 
Mstep: Class 25 contains 7092 members 
Mstep: Class 26 contains 11528 members 
Mstep: Class 27 contains 10134 members 
Mstep: Class 28 contains 18833 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 59379 members 
Mstep: Class 31 contains 46337 members 
Mstep: Class 32 contains 31864 members 
Mstep: Class 33 contains 27307 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7297 members 
Mstep: Class 37 contains 1662 members 
Mstep: Class 38 contains 13587 members 
Mstep: Class 39 contains 2033 members 
Mstep: Class 40 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909944.000000 Penalty: 132408.000000
Iteration 93Q: 41 clusters Score -5.890994e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 3290 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 12581 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14629 members 
Mstep: Class 11 contains 25248 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 14500 members 
Mstep: Class 14 contains 95841 members 
Mstep: Class 15 contains 19706 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 18663 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 22 contains 58147 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 7085 members 
Mstep: Class 26 contains 11506 members 
Mstep: Class 27 contains 10135 members 
Mstep: Class 28 contains 18807 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 59382 members 
Mstep: Class 31 contains 46302 members 
Mstep: Class 32 contains 31868 members 
Mstep: Class 33 contains 27314 members 
Mstep: Class 34 contains 6482 members 
Mstep: Class 35 contains 5884 members 
Mstep: Class 36 contains 7288 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 13626 members 
Mstep: Class 39 contains 2035 members 
Mstep: Class 40 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909968.000000 Penalty: 132408.000000
Iteration 94Q: 41 clusters Score -5.890997e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 8458 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14632 members 
Mstep: Class 11 contains 25249 members 
Mstep: Class 12 contains 15446 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 95868 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 8878 members 
Mstep: Class 17 contains 18657 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1789 members 
Mstep: Class 22 contains 58141 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 7078 members 
Mstep: Class 26 contains 11500 members 
Mstep: Class 27 contains 10135 members 
Mstep: Class 28 contains 18777 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 59384 members 
Mstep: Class 31 contains 46271 members 
Mstep: Class 32 contains 31875 members 
Mstep: Class 33 contains 27317 members 
Mstep: Class 34 contains 6481 members 
Mstep: Class 35 contains 5884 members 
Mstep: Class 36 contains 7281 members 
Mstep: Class 37 contains 1697 members 
Mstep: Class 38 contains 13660 members 
Mstep: Class 39 contains 2034 members 
Mstep: Class 40 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909988.000000 Penalty: 132408.000000
Iteration 95Q: 41 clusters Score -5.890999e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 13482 members 
Mstep: Class 8 contains 12566 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 25247 members 
Mstep: Class 12 contains 15437 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 95894 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 16 contains 8866 members 
Mstep: Class 17 contains 18648 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 58129 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 1353 members 
Mstep: Class 25 contains 7066 members 
Mstep: Class 26 contains 11495 members 
Mstep: Class 27 contains 10135 members 
Mstep: Class 28 contains 18747 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 59391 members 
Mstep: Class 31 contains 46239 members 
Mstep: Class 32 contains 31877 members 
Mstep: Class 33 contains 27319 members 
Mstep: Class 34 contains 6480 members 
Mstep: Class 35 contains 5886 members 
Mstep: Class 36 contains 7268 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 13688 members 
Mstep: Class 39 contains 2036 members 
Mstep: Class 40 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910112.000000 Penalty: 132408.000000
Iteration 96Q: 41 clusters Score -5.891011e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14649 members 
Mstep: Class 11 contains 25247 members 
Mstep: Class 12 contains 15435 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 95919 members 
Mstep: Class 15 contains 19710 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 17 contains 18640 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6794 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 58122 members 
Mstep: Class 23 contains 6766 members 
Mstep: Class 24 contains 1354 members 
Mstep: Class 25 contains 7064 members 
Mstep: Class 26 contains 11489 members 
Mstep: Class 27 contains 10137 members 
Mstep: Class 28 contains 18719 members 
Mstep: Class 29 contains 6654 members 
Mstep: Class 30 contains 59393 members 
Mstep: Class 31 contains 46218 members 
Mstep: Class 32 contains 31881 members 
Mstep: Class 33 contains 27325 members 
Mstep: Class 34 contains 6480 members 
Mstep: Class 35 contains 5884 members 
Mstep: Class 36 contains 7254 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 13712 members 
Mstep: Class 39 contains 2037 members 
Mstep: Class 40 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910080.000000 Penalty: 132408.000000
Iteration 97Q: 41 clusters Score -5.891008e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 13418 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14651 members 
Mstep: Class 11 contains 25245 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 95942 members 
Mstep: Class 15 contains 19715 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 18628 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 58116 members 
Mstep: Class 23 contains 6770 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 7067 members 
Mstep: Class 26 contains 11475 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18699 members 
Mstep: Class 29 contains 6654 members 
Mstep: Class 30 contains 59398 members 
Mstep: Class 31 contains 46198 members 
Mstep: Class 32 contains 31889 members 
Mstep: Class 33 contains 27326 members 
Mstep: Class 34 contains 6477 members 
Mstep: Class 35 contains 5885 members 
Mstep: Class 36 contains 7236 members 
Mstep: Class 37 contains 1733 members 
Mstep: Class 38 contains 13732 members 
Mstep: Class 39 contains 2037 members 
Mstep: Class 40 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910120.000000 Penalty: 132408.000000
Iteration 98Q: 41 clusters Score -5.891012e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 13401 members 
Mstep: Class 8 contains 12529 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14660 members 
Mstep: Class 11 contains 25242 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 14475 members 
Mstep: Class 14 contains 95964 members 
Mstep: Class 15 contains 19718 members 
Mstep: Class 16 contains 8828 members 
Mstep: Class 17 contains 18624 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6801 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1794 members 
Mstep: Class 22 contains 58113 members 
Mstep: Class 23 contains 6769 members 
Mstep: Class 24 contains 1351 members 
Mstep: Class 25 contains 7066 members 
Mstep: Class 26 contains 11475 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18673 members 
Mstep: Class 29 contains 6654 members 
Mstep: Class 30 contains 59402 members 
Mstep: Class 31 contains 46181 members 
Mstep: Class 32 contains 31897 members 
Mstep: Class 33 contains 27328 members 
Mstep: Class 34 contains 6474 members 
Mstep: Class 35 contains 5886 members 
Mstep: Class 36 contains 7225 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 13742 members 
Mstep: Class 39 contains 2038 members 
Mstep: Class 40 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910252.000000 Penalty: 132408.000000
Iteration 99Q: 41 clusters Score -5.891025e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 13387 members 
Mstep: Class 8 contains 12521 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14664 members 
Mstep: Class 11 contains 25239 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 14467 members 
Mstep: Class 14 contains 95988 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18613 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 58106 members 
Mstep: Class 23 contains 6772 members 
Mstep: Class 24 contains 1349 members 
Mstep: Class 25 contains 7065 members 
Mstep: Class 26 contains 11476 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18650 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 59409 members 
Mstep: Class 31 contains 46170 members 
Mstep: Class 32 contains 31901 members 
Mstep: Class 33 contains 27328 members 
Mstep: Class 34 contains 6469 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7210 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 13751 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910216.000000 Penalty: 132408.000000
Iteration 100F: 41 clusters Score -5.891022e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5333 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 13369 members 
Mstep: Class 8 contains 12510 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14673 members 
Mstep: Class 11 contains 25236 members 
Mstep: Class 12 contains 15404 members 
Mstep: Class 13 contains 14462 members 
Mstep: Class 14 contains 96017 members 
Mstep: Class 15 contains 19730 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 18607 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6807 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 58102 members 
Mstep: Class 23 contains 6778 members 
Mstep: Class 24 contains 1349 members 
Mstep: Class 25 contains 7068 members 
Mstep: Class 26 contains 11478 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18626 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 59410 members 
Mstep: Class 31 contains 46156 members 
Mstep: Class 32 contains 31906 members 
Mstep: Class 33 contains 27329 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7202 members 
Mstep: Class 37 contains 1745 members 
Mstep: Class 38 contains 13757 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910104.000000 Penalty: 132408.000000
Iteration 101Q: 41 clusters Score -5.89101e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 7675 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 13349 members 
Mstep: Class 8 contains 12504 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14680 members 
Mstep: Class 11 contains 25231 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 96044 members 
Mstep: Class 15 contains 19732 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 18606 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 58097 members 
Mstep: Class 23 contains 6780 members 
Mstep: Class 24 contains 1349 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11459 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18601 members 
Mstep: Class 29 contains 6650 members 
Mstep: Class 30 contains 59415 members 
Mstep: Class 31 contains 46149 members 
Mstep: Class 32 contains 31910 members 
Mstep: Class 33 contains 27331 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7196 members 
Mstep: Class 37 contains 1758 members 
Mstep: Class 38 contains 13764 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910180.000000 Penalty: 132408.000000
Iteration 102Q: 41 clusters Score -5.891018e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 7702 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 13327 members 
Mstep: Class 8 contains 12502 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14692 members 
Mstep: Class 11 contains 25231 members 
Mstep: Class 12 contains 15393 members 
Mstep: Class 13 contains 14452 members 
Mstep: Class 14 contains 96058 members 
Mstep: Class 15 contains 19734 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 18600 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 58096 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 7074 members 
Mstep: Class 26 contains 11446 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18587 members 
Mstep: Class 29 contains 6648 members 
Mstep: Class 30 contains 59418 members 
Mstep: Class 31 contains 46143 members 
Mstep: Class 32 contains 31911 members 
Mstep: Class 33 contains 27333 members 
Mstep: Class 34 contains 6462 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7190 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 13771 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910348.000000 Penalty: 132408.000000
Iteration 103Q: 41 clusters Score -5.891035e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8578 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 13307 members 
Mstep: Class 8 contains 12505 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 25227 members 
Mstep: Class 12 contains 15388 members 
Mstep: Class 13 contains 14449 members 
Mstep: Class 14 contains 96078 members 
Mstep: Class 15 contains 19741 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 18580 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 58092 members 
Mstep: Class 23 contains 6790 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 11444 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18568 members 
Mstep: Class 29 contains 6647 members 
Mstep: Class 30 contains 59422 members 
Mstep: Class 31 contains 46133 members 
Mstep: Class 32 contains 31913 members 
Mstep: Class 33 contains 27338 members 
Mstep: Class 34 contains 6455 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7184 members 
Mstep: Class 37 contains 1793 members 
Mstep: Class 38 contains 13781 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910200.000000 Penalty: 132408.000000
Iteration 104Q: 41 clusters Score -5.89102e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 12496 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 14716 members 
Mstep: Class 11 contains 25226 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 14441 members 
Mstep: Class 14 contains 96103 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 18560 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 58093 members 
Mstep: Class 23 contains 6791 members 
Mstep: Class 24 contains 1349 members 
Mstep: Class 25 contains 7067 members 
Mstep: Class 26 contains 11444 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18541 members 
Mstep: Class 29 contains 6648 members 
Mstep: Class 30 contains 59425 members 
Mstep: Class 31 contains 46123 members 
Mstep: Class 32 contains 31917 members 
Mstep: Class 33 contains 27345 members 
Mstep: Class 34 contains 6446 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7176 members 
Mstep: Class 37 contains 1805 members 
Mstep: Class 38 contains 13790 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910232.000000 Penalty: 132408.000000
Iteration 105Q: 41 clusters Score -5.891023e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 8 contains 12486 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 25223 members 
Mstep: Class 12 contains 15373 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 96134 members 
Mstep: Class 15 contains 19743 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 18550 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 6815 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 58088 members 
Mstep: Class 23 contains 6789 members 
Mstep: Class 24 contains 1347 members 
Mstep: Class 25 contains 7061 members 
Mstep: Class 26 contains 11448 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 18508 members 
Mstep: Class 29 contains 6648 members 
Mstep: Class 30 contains 59429 members 
Mstep: Class 31 contains 46120 members 
Mstep: Class 32 contains 31921 members 
Mstep: Class 33 contains 27350 members 
Mstep: Class 34 contains 6440 members 
Mstep: Class 35 contains 5886 members 
Mstep: Class 36 contains 7172 members 
Mstep: Class 37 contains 1817 members 
Mstep: Class 38 contains 13792 members 
Mstep: Class 39 contains 2040 members 
Mstep: Class 40 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910308.000000 Penalty: 132408.000000
Iteration 106Q: 41 clusters Score -5.891031e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 25222 members 
Mstep: Class 12 contains 15367 members 
Mstep: Class 13 contains 14443 members 
Mstep: Class 14 contains 96163 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 18546 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 6819 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 58082 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7057 members 
Mstep: Class 26 contains 11448 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18479 members 
Mstep: Class 29 contains 6649 members 
Mstep: Class 30 contains 59432 members 
Mstep: Class 31 contains 46114 members 
Mstep: Class 32 contains 31928 members 
Mstep: Class 33 contains 27353 members 
Mstep: Class 34 contains 6434 members 
Mstep: Class 35 contains 5886 members 
Mstep: Class 36 contains 7173 members 
Mstep: Class 37 contains 1828 members 
Mstep: Class 38 contains 13795 members 
Mstep: Class 39 contains 2041 members 
Mstep: Class 40 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910368.000000 Penalty: 132408.000000
Iteration 107Q: 41 clusters Score -5.891037e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 12475 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 25220 members 
Mstep: Class 12 contains 15359 members 
Mstep: Class 13 contains 14441 members 
Mstep: Class 14 contains 96196 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 18539 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58083 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 11440 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18454 members 
Mstep: Class 29 contains 6647 members 
Mstep: Class 30 contains 59433 members 
Mstep: Class 31 contains 46111 members 
Mstep: Class 32 contains 31935 members 
Mstep: Class 33 contains 27353 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7169 members 
Mstep: Class 37 contains 1839 members 
Mstep: Class 38 contains 13799 members 
Mstep: Class 39 contains 2042 members 
Mstep: Class 40 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910368.000000 Penalty: 132408.000000
Iteration 108Q: 41 clusters Score -5.891037e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 13234 members 
Mstep: Class 8 contains 12471 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 25219 members 
Mstep: Class 12 contains 15355 members 
Mstep: Class 13 contains 14436 members 
Mstep: Class 14 contains 96219 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 18535 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6819 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58081 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7056 members 
Mstep: Class 26 contains 11434 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18436 members 
Mstep: Class 29 contains 6646 members 
Mstep: Class 30 contains 59433 members 
Mstep: Class 31 contains 46105 members 
Mstep: Class 32 contains 31941 members 
Mstep: Class 33 contains 27354 members 
Mstep: Class 34 contains 6427 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 7166 members 
Mstep: Class 37 contains 1840 members 
Mstep: Class 38 contains 13804 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910364.000000 Penalty: 132408.000000
Iteration 109Q: 41 clusters Score -5.891036e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8605 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 13227 members 
Mstep: Class 8 contains 12460 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14734 members 
Mstep: Class 11 contains 25218 members 
Mstep: Class 12 contains 15352 members 
Mstep: Class 13 contains 14427 members 
Mstep: Class 14 contains 96239 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 18530 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58082 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 11424 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18418 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59437 members 
Mstep: Class 31 contains 46099 members 
Mstep: Class 32 contains 31948 members 
Mstep: Class 33 contains 27355 members 
Mstep: Class 34 contains 6422 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7166 members 
Mstep: Class 37 contains 1846 members 
Mstep: Class 38 contains 13808 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910564.000000 Penalty: 132408.000000
Iteration 110Q: 41 clusters Score -5.891056e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 13221 members 
Mstep: Class 8 contains 12444 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 25215 members 
Mstep: Class 12 contains 15344 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 96267 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 17 contains 18520 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58079 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 7053 members 
Mstep: Class 26 contains 11419 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18391 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59441 members 
Mstep: Class 31 contains 46097 members 
Mstep: Class 32 contains 31954 members 
Mstep: Class 33 contains 27356 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5892 members 
Mstep: Class 36 contains 7163 members 
Mstep: Class 37 contains 1856 members 
Mstep: Class 38 contains 13814 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910520.000000 Penalty: 132408.000000
Iteration 111Q: 41 clusters Score -5.891052e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8613 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 13220 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 25211 members 
Mstep: Class 12 contains 15342 members 
Mstep: Class 13 contains 14417 members 
Mstep: Class 14 contains 96298 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 18506 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58075 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 7049 members 
Mstep: Class 26 contains 11415 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18363 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59444 members 
Mstep: Class 31 contains 46093 members 
Mstep: Class 32 contains 31962 members 
Mstep: Class 33 contains 27361 members 
Mstep: Class 34 contains 6419 members 
Mstep: Class 35 contains 5893 members 
Mstep: Class 36 contains 7160 members 
Mstep: Class 37 contains 1873 members 
Mstep: Class 38 contains 13820 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910456.000000 Penalty: 132408.000000
Iteration 112Q: 41 clusters Score -5.891046e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 13213 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 25209 members 
Mstep: Class 12 contains 15336 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 96333 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 18499 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58072 members 
Mstep: Class 23 contains 6785 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 7047 members 
Mstep: Class 26 contains 11411 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 18338 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59444 members 
Mstep: Class 31 contains 46091 members 
Mstep: Class 32 contains 31964 members 
Mstep: Class 33 contains 27361 members 
Mstep: Class 34 contains 6419 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7158 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 13825 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910504.000000 Penalty: 132408.000000
Iteration 113Q: 41 clusters Score -5.89105e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8625 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 13205 members 
Mstep: Class 8 contains 12414 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 25209 members 
Mstep: Class 12 contains 15326 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 96358 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 18497 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58071 members 
Mstep: Class 23 contains 6784 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7044 members 
Mstep: Class 26 contains 11404 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 18317 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59446 members 
Mstep: Class 31 contains 46091 members 
Mstep: Class 32 contains 31966 members 
Mstep: Class 33 contains 27360 members 
Mstep: Class 34 contains 6419 members 
Mstep: Class 35 contains 5896 members 
Mstep: Class 36 contains 7155 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 13827 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910444.000000 Penalty: 132408.000000
Iteration 114Q: 41 clusters Score -5.891044e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8632 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 13196 members 
Mstep: Class 8 contains 12403 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 25204 members 
Mstep: Class 12 contains 15321 members 
Mstep: Class 13 contains 14408 members 
Mstep: Class 14 contains 96386 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 18498 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58070 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7040 members 
Mstep: Class 26 contains 11402 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 18296 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59444 members 
Mstep: Class 31 contains 46089 members 
Mstep: Class 32 contains 31971 members 
Mstep: Class 33 contains 27363 members 
Mstep: Class 34 contains 6418 members 
Mstep: Class 35 contains 5898 members 
Mstep: Class 36 contains 7149 members 
Mstep: Class 37 contains 1890 members 
Mstep: Class 38 contains 13827 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910344.000000 Penalty: 132408.000000
Iteration 115Q: 41 clusters Score -5.891034e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 8643 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 13192 members 
Mstep: Class 8 contains 12392 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 25201 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 96413 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 18494 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58065 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7037 members 
Mstep: Class 26 contains 11393 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 18273 members 
Mstep: Class 29 contains 6644 members 
Mstep: Class 30 contains 59445 members 
Mstep: Class 31 contains 46087 members 
Mstep: Class 32 contains 31976 members 
Mstep: Class 33 contains 27365 members 
Mstep: Class 34 contains 6416 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 7140 members 
Mstep: Class 37 contains 1890 members 
Mstep: Class 38 contains 13831 members 
Mstep: Class 39 contains 2045 members 
Mstep: Class 40 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910380.000000 Penalty: 132408.000000
Iteration 116Q: 41 clusters Score -5.891038e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 8652 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 12390 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 25199 members 
Mstep: Class 12 contains 15309 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 96436 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 18484 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6819 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58057 members 
Mstep: Class 23 contains 6782 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7036 members 
Mstep: Class 26 contains 11389 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 18254 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59444 members 
Mstep: Class 31 contains 46081 members 
Mstep: Class 32 contains 31977 members 
Mstep: Class 33 contains 27369 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 7133 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 13836 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 40 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910372.000000 Penalty: 132408.000000
Iteration 117Q: 41 clusters Score -5.891037e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 12386 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14774 members 
Mstep: Class 11 contains 25195 members 
Mstep: Class 12 contains 15312 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 96464 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18483 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6819 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58052 members 
Mstep: Class 23 contains 6780 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7036 members 
Mstep: Class 26 contains 11379 members 
Mstep: Class 27 contains 10141 members 
Mstep: Class 28 contains 18225 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59442 members 
Mstep: Class 31 contains 46078 members 
Mstep: Class 32 contains 31981 members 
Mstep: Class 33 contains 27370 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 5902 members 
Mstep: Class 36 contains 7126 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 13837 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910388.000000 Penalty: 132408.000000
Iteration 118Q: 41 clusters Score -5.891039e+07 nChanged 152
Entering ConstructFrom: 
Score: -58910388.000000 Penalty: 132408.000000
Entering ConstructFrom: 
Trying to split cluster 1 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -708884.812500 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -708884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -702899.375000 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -702899.4 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -705078.437500 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -705078.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -705904.000000 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -705904 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -706562.750000 Penalty: 4422.720215
	Iteration 3F: 3 clusters Score -706562.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -707135.000000 Penalty: 4422.720215
	Iteration 4F: 3 clusters Score -707135 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -707654.375000 Penalty: 4422.720215
	Iteration 5F: 3 clusters Score -707654.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -708045.437500 Penalty: 4422.720215
	Iteration 6F: 3 clusters Score -708045.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -708298.937500 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -708298.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -708462.750000 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -708462.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -708564.937500 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -708564.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -708651.187500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -708651.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -708725.812500 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -708725.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -708801.687500 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -708801.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -708881.625000 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -708881.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -708944.250000 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -708944.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -708982.375000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -708982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -709005.312500 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -709005.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -709019.687500 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -709019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -709029.750000 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -709029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -709036.250000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -709036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -709041.875000 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -709041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -709043.562500 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -709043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -709050.000000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -709050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -709057.687500 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -709057.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -709068.937500 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -709068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -709077.375000 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -709077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -709081.375000 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -709081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -709094.125000 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -709094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -709105.937500 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -709105.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -709117.312500 Penalty: 4422.720215
	Iteration 29Q: 3 clusters Score -709117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -709127.625000 Penalty: 4422.720215
	Iteration 30Q: 3 clusters Score -709127.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -709133.062500 Penalty: 4422.720215
	Iteration 31Q: 3 clusters Score -709133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -709137.062500 Penalty: 4422.720215
	Iteration 32Q: 3 clusters Score -709137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -709138.875000 Penalty: 4422.720215
	Iteration 33Q: 3 clusters Score -709138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -709140.500000 Penalty: 4422.720215
	Iteration 34Q: 3 clusters Score -709140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -709140.937500 Penalty: 4422.720215
	Iteration 35Q: 3 clusters Score -709140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -709141.750000 Penalty: 4422.720215
	Iteration 36Q: 3 clusters Score -709141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -709141.687500 Penalty: 4422.720215
	Iteration 37Q: 3 clusters Score -709141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -709141.687500 Penalty: 4422.720215
	Iteration 38F: 3 clusters Score -709141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 12375 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 25191 members 
Mstep: Class 12 contains 15308 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96513 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 18484 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58046 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7036 members 
Mstep: Class 26 contains 11377 members 
Mstep: Class 27 contains 10141 members 
Mstep: Class 28 contains 18188 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59439 members 
Mstep: Class 31 contains 46075 members 
Mstep: Class 32 contains 31984 members 
Mstep: Class 33 contains 27370 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 5902 members 
Mstep: Class 36 contains 7121 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 13837 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 698 members 
Entering Unmasked Estep 
Score: -58909696.000000 Penalty: 135718.187500
Splitting cluster 1 changes total score from -58910388.000000 to -58909696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -478752.562500 Penalty: 2128.532715
	Iteration 0F: 2 clusters Score -478752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -474036.625000 Penalty: 4257.065430
	Iteration 0F: 3 clusters Score -474036.6 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -475275.312500 Penalty: 4257.065430
	Iteration 1F: 3 clusters Score -475275.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -475643.593750 Penalty: 4257.065430
	Iteration 2F: 3 clusters Score -475643.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -475998.468750 Penalty: 4257.065430
	Iteration 3F: 3 clusters Score -475998.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -476390.000000 Penalty: 4257.065430
	Iteration 4F: 3 clusters Score -476390 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -476769.062500 Penalty: 4257.065430
	Iteration 5F: 3 clusters Score -476769.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -477070.781250 Penalty: 4257.065430
	Iteration 6F: 3 clusters Score -477070.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -477363.406250 Penalty: 4257.065430
	Iteration 7F: 3 clusters Score -477363.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -477573.625000 Penalty: 4257.065430
	Iteration 8Q: 3 clusters Score -477573.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -477705.312500 Penalty: 4257.065430
	Iteration 9Q: 3 clusters Score -477705.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -477785.718750 Penalty: 4257.065430
	Iteration 10Q: 3 clusters Score -477785.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -477837.500000 Penalty: 4257.065430
	Iteration 11Q: 3 clusters Score -477837.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -477876.093750 Penalty: 4257.065430
	Iteration 12Q: 3 clusters Score -477876.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -477895.875000 Penalty: 4257.065430
	Iteration 13Q: 3 clusters Score -477895.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -477909.656250 Penalty: 4257.065430
	Iteration 14Q: 3 clusters Score -477909.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -477919.218750 Penalty: 4257.065430
	Iteration 15Q: 3 clusters Score -477919.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -477927.468750 Penalty: 4257.065430
	Iteration 16Q: 3 clusters Score -477927.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -477937.781250 Penalty: 4257.065430
	Iteration 17Q: 3 clusters Score -477937.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -477947.031250 Penalty: 4257.065430
	Iteration 18Q: 3 clusters Score -477947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -477955.562500 Penalty: 4257.065430
	Iteration 19Q: 3 clusters Score -477955.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -477962.937500 Penalty: 4257.065430
	Iteration 20F: 3 clusters Score -477962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -477968.437500 Penalty: 4257.065430
	Iteration 21Q: 3 clusters Score -477968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -477973.656250 Penalty: 4257.065430
	Iteration 22Q: 3 clusters Score -477973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -477977.437500 Penalty: 4257.065430
	Iteration 23Q: 3 clusters Score -477977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -477979.875000 Penalty: 4257.065430
	Iteration 24Q: 3 clusters Score -477979.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -477983.625000 Penalty: 4257.065430
	Iteration 25Q: 3 clusters Score -477983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477984.062500 Penalty: 4257.065430
	Iteration 26Q: 3 clusters Score -477984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -477986.562500 Penalty: 4257.065430
	Iteration 27Q: 3 clusters Score -477986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477986.781250 Penalty: 4257.065430
	Iteration 28Q: 3 clusters Score -477986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477987.125000 Penalty: 4257.065430
	Iteration 29Q: 3 clusters Score -477987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -477988.062500 Penalty: 4257.065430
	Iteration 30Q: 3 clusters Score -477988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -477988.343750 Penalty: 4257.065430
	Iteration 31Q: 3 clusters Score -477988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477988.687500 Penalty: 4257.065430
	Iteration 32Q: 3 clusters Score -477988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -477989.093750 Penalty: 4257.065430
	Iteration 33Q: 3 clusters Score -477989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477989.812500 Penalty: 4257.065430
	Iteration 34Q: 3 clusters Score -477989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -477989.812500 Penalty: 4257.065430
	Iteration 35F: 3 clusters Score -477989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -828746.687500 Penalty: 2248.541748
	Iteration 0F: 2 clusters Score -828746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -821927.812500 Penalty: 4497.083496
	Iteration 0F: 3 clusters Score -821927.8 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -823930.437500 Penalty: 4497.083496
	Iteration 1F: 3 clusters Score -823930.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -824595.187500 Penalty: 4497.083496
	Iteration 2F: 3 clusters Score -824595.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -825285.812500 Penalty: 4497.083496
	Iteration 3F: 3 clusters Score -825285.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -826015.625000 Penalty: 4497.083496
	Iteration 4F: 3 clusters Score -826015.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -826666.187500 Penalty: 4497.083496
	Iteration 5F: 3 clusters Score -826666.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -827132.125000 Penalty: 4497.083496
	Iteration 6F: 3 clusters Score -827132.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -827497.562500 Penalty: 4497.083496
	Iteration 7F: 3 clusters Score -827497.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -827749.062500 Penalty: 4497.083496
	Iteration 8Q: 3 clusters Score -827749.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -827926.625000 Penalty: 4497.083496
	Iteration 9Q: 3 clusters Score -827926.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -828059.437500 Penalty: 4497.083496
	Iteration 10Q: 3 clusters Score -828059.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -828165.750000 Penalty: 4497.083496
	Iteration 11Q: 3 clusters Score -828165.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -828244.937500 Penalty: 4497.083496
	Iteration 12Q: 3 clusters Score -828244.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -828293.312500 Penalty: 4497.083496
	Iteration 13Q: 3 clusters Score -828293.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -828350.687500 Penalty: 4497.083496
	Iteration 14Q: 3 clusters Score -828350.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -828393.687500 Penalty: 4497.083496
	Iteration 15Q: 3 clusters Score -828393.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -828426.437500 Penalty: 4497.083496
	Iteration 16Q: 3 clusters Score -828426.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -828439.750000 Penalty: 4497.083496
	Iteration 17Q: 3 clusters Score -828439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -828449.312500 Penalty: 4497.083496
	Iteration 18Q: 3 clusters Score -828449.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -828456.562500 Penalty: 4497.083496
	Iteration 19Q: 3 clusters Score -828456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -828462.250000 Penalty: 4497.083496
	Iteration 20F: 3 clusters Score -828462.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -828468.125000 Penalty: 4497.083496
	Iteration 21Q: 3 clusters Score -828468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -828471.562500 Penalty: 4497.083496
	Iteration 22Q: 3 clusters Score -828471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -828472.250000 Penalty: 4497.083496
	Iteration 23Q: 3 clusters Score -828472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -828471.250000 Penalty: 4497.083496
	Iteration 24Q: 3 clusters Score -828471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -828474.250000 Penalty: 4497.083496
	Iteration 25Q: 3 clusters Score -828474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -828473.062500 Penalty: 4497.083496
	Iteration 26Q: 3 clusters Score -828473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -828473.750000 Penalty: 4497.083496
	Iteration 27Q: 3 clusters Score -828473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -828476.125000 Penalty: 4497.083496
	Iteration 28Q: 3 clusters Score -828476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -828474.562500 Penalty: 4497.083496
	Iteration 29Q: 3 clusters Score -828474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -828474.562500 Penalty: 4497.083496
	Iteration 30F: 3 clusters Score -828474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Entering Unmasked Estep 
Score: -655721.500000 Penalty: 2177.749512
	Iteration 0F: 2 clusters Score -655721.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -650214.875000 Penalty: 4355.499023
	Iteration 0F: 3 clusters Score -650214.9 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -651585.062500 Penalty: 4355.499023
	Iteration 1F: 3 clusters Score -651585.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -651823.000000 Penalty: 4355.499023
	Iteration 2F: 3 clusters Score -651823 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -651980.625000 Penalty: 4355.499023
	Iteration 3F: 3 clusters Score -651980.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -652105.750000 Penalty: 4355.499023
	Iteration 4Q: 3 clusters Score -652105.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -652201.687500 Penalty: 4355.499023
	Iteration 5Q: 3 clusters Score -652201.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -652306.125000 Penalty: 4355.499023
	Iteration 6Q: 3 clusters Score -652306.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -652406.375000 Penalty: 4355.499023
	Iteration 7Q: 3 clusters Score -652406.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -652517.187500 Penalty: 4355.499023
	Iteration 8Q: 3 clusters Score -652517.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -652672.125000 Penalty: 4355.499023
	Iteration 9Q: 3 clusters Score -652672.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -652854.875000 Penalty: 4355.499023
	Iteration 10Q: 3 clusters Score -652854.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -653042.812500 Penalty: 4355.499023
	Iteration 11Q: 3 clusters Score -653042.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -653265.687500 Penalty: 4355.499023
	Iteration 12Q: 3 clusters Score -653265.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -653480.125000 Penalty: 4355.499023
	Iteration 13Q: 3 clusters Score -653480.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -653636.625000 Penalty: 4355.499023
	Iteration 14Q: 3 clusters Score -653636.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -653757.000000 Penalty: 4355.499023
	Iteration 15Q: 3 clusters Score -653757 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -653836.312500 Penalty: 4355.499023
	Iteration 16Q: 3 clusters Score -653836.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -653892.750000 Penalty: 4355.499023
	Iteration 17Q: 3 clusters Score -653892.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -653936.187500 Penalty: 4355.499023
	Iteration 18Q: 3 clusters Score -653936.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -653962.437500 Penalty: 4355.499023
	Iteration 19Q: 3 clusters Score -653962.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -653982.750000 Penalty: 4355.499023
	Iteration 20F: 3 clusters Score -653982.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -653994.812500 Penalty: 4355.499023
	Iteration 21Q: 3 clusters Score -653994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -654001.875000 Penalty: 4355.499023
	Iteration 22Q: 3 clusters Score -654001.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -654005.750000 Penalty: 4355.499023
	Iteration 23Q: 3 clusters Score -654005.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -654012.687500 Penalty: 4355.499023
	Iteration 24Q: 3 clusters Score -654012.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -654019.125000 Penalty: 4355.499023
	Iteration 25Q: 3 clusters Score -654019.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -654024.562500 Penalty: 4355.499023
	Iteration 26Q: 3 clusters Score -654024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -654030.437500 Penalty: 4355.499023
	Iteration 27Q: 3 clusters Score -654030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -654032.437500 Penalty: 4355.499023
	Iteration 28Q: 3 clusters Score -654032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -654033.625000 Penalty: 4355.499023
	Iteration 29Q: 3 clusters Score -654033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -654034.250000 Penalty: 4355.499023
	Iteration 30Q: 3 clusters Score -654034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -654038.062500 Penalty: 4355.499023
	Iteration 31Q: 3 clusters Score -654038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -654039.937500 Penalty: 4355.499023
	Iteration 32Q: 3 clusters Score -654039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -654039.937500 Penalty: 4355.499023
	Iteration 33F: 3 clusters Score -654039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Entering Unmasked Estep 
Score: -730750.312500 Penalty: 2231.445801
	Iteration 0F: 2 clusters Score -730750.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -724313.062500 Penalty: 4462.891602
	Iteration 0F: 3 clusters Score -724313.1 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -726189.750000 Penalty: 4462.891602
	Iteration 1F: 3 clusters Score -726189.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -726576.312500 Penalty: 4462.891602
	Iteration 2F: 3 clusters Score -726576.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -726983.000000 Penalty: 4462.891602
	Iteration 3F: 3 clusters Score -726983 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -727408.750000 Penalty: 4462.891602
	Iteration 4F: 3 clusters Score -727408.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -727839.187500 Penalty: 4462.891602
	Iteration 5F: 3 clusters Score -727839.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -728227.937500 Penalty: 4462.891602
	Iteration 6F: 3 clusters Score -728227.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -728528.250000 Penalty: 4462.891602
	Iteration 7F: 3 clusters Score -728528.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -728806.500000 Penalty: 4462.891602
	Iteration 8Q: 3 clusters Score -728806.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -729015.562500 Penalty: 4462.891602
	Iteration 9Q: 3 clusters Score -729015.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -729154.375000 Penalty: 4462.891602
	Iteration 10Q: 3 clusters Score -729154.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -729256.375000 Penalty: 4462.891602
	Iteration 11Q: 3 clusters Score -729256.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -729333.250000 Penalty: 4462.891602
	Iteration 12Q: 3 clusters Score -729333.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -729386.437500 Penalty: 4462.891602
	Iteration 13Q: 3 clusters Score -729386.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -729424.562500 Penalty: 4462.891602
	Iteration 14Q: 3 clusters Score -729424.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -729454.750000 Penalty: 4462.891602
	Iteration 15Q: 3 clusters Score -729454.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -729479.500000 Penalty: 4462.891602
	Iteration 16Q: 3 clusters Score -729479.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -729508.125000 Penalty: 4462.891602
	Iteration 17Q: 3 clusters Score -729508.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -729536.500000 Penalty: 4462.891602
	Iteration 18Q: 3 clusters Score -729536.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -729563.250000 Penalty: 4462.891602
	Iteration 19Q: 3 clusters Score -729563.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -729589.062500 Penalty: 4462.891602
	Iteration 20F: 3 clusters Score -729589.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -729623.687500 Penalty: 4462.891602
	Iteration 21Q: 3 clusters Score -729623.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -729660.312500 Penalty: 4462.891602
	Iteration 22Q: 3 clusters Score -729660.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -729719.812500 Penalty: 4462.891602
	Iteration 23Q: 3 clusters Score -729719.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -729830.812500 Penalty: 4462.891602
	Iteration 24Q: 3 clusters Score -729830.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -729970.000000 Penalty: 4462.891602
	Iteration 25Q: 3 clusters Score -729970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -730136.250000 Penalty: 4462.891602
	Iteration 26Q: 3 clusters Score -730136.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -730233.187500 Penalty: 4462.891602
	Iteration 27Q: 3 clusters Score -730233.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -730285.187500 Penalty: 4462.891602
	Iteration 28Q: 3 clusters Score -730285.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -730316.687500 Penalty: 4462.891602
	Iteration 29Q: 3 clusters Score -730316.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -730343.625000 Penalty: 4462.891602
	Iteration 30Q: 3 clusters Score -730343.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -730366.875000 Penalty: 4462.891602
	Iteration 31Q: 3 clusters Score -730366.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -730385.937500 Penalty: 4462.891602
	Iteration 32Q: 3 clusters Score -730385.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -730395.062500 Penalty: 4462.891602
	Iteration 33Q: 3 clusters Score -730395.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -730403.062500 Penalty: 4462.891602
	Iteration 34Q: 3 clusters Score -730403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -730407.687500 Penalty: 4462.891602
	Iteration 35Q: 3 clusters Score -730407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -730411.000000 Penalty: 4462.891602
	Iteration 36Q: 3 clusters Score -730411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -730409.625000 Penalty: 4462.891602
	Iteration 37Q: 3 clusters Score -730409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -730412.625000 Penalty: 4462.891602
	Iteration 38Q: 3 clusters Score -730412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -730413.187500 Penalty: 4462.891602
	Iteration 39Q: 3 clusters Score -730413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -730413.375000 Penalty: 4462.891602
	Iteration 40F: 3 clusters Score -730413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -730416.000000 Penalty: 4462.891602
	Iteration 41Q: 3 clusters Score -730416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -730415.250000 Penalty: 4462.891602
	Iteration 42Q: 3 clusters Score -730415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -730415.875000 Penalty: 4462.891602
	Iteration 43Q: 3 clusters Score -730415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -730416.250000 Penalty: 4462.891602
	Iteration 44Q: 3 clusters Score -730416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -730416.937500 Penalty: 4462.891602
	Iteration 45Q: 3 clusters Score -730416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -730416.937500 Penalty: 4462.891602
	Iteration 46F: 3 clusters Score -730416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -244873.890625 Penalty: 1998.857178
	Iteration 0F: 2 clusters Score -244873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -241598.671875 Penalty: 3997.714355
	Iteration 0F: 3 clusters Score -241598.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -242534.203125 Penalty: 3997.714355
	Iteration 1F: 3 clusters Score -242534.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -242869.781250 Penalty: 3997.714355
	Iteration 2F: 3 clusters Score -242869.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -243115.609375 Penalty: 3997.714355
	Iteration 3F: 3 clusters Score -243115.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -243284.578125 Penalty: 3997.714355
	Iteration 4F: 3 clusters Score -243284.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243377.187500 Penalty: 3997.714355
	Iteration 5Q: 3 clusters Score -243377.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -243451.015625 Penalty: 3997.714355
	Iteration 6Q: 3 clusters Score -243451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -243494.156250 Penalty: 3997.714355
	Iteration 7Q: 3 clusters Score -243494.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -243539.671875 Penalty: 3997.714355
	Iteration 8Q: 3 clusters Score -243539.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -243567.718750 Penalty: 3997.714355
	Iteration 9Q: 3 clusters Score -243567.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -243599.140625 Penalty: 3997.714355
	Iteration 10Q: 3 clusters Score -243599.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -243643.609375 Penalty: 3997.714355
	Iteration 11Q: 3 clusters Score -243643.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -243672.343750 Penalty: 3997.714355
	Iteration 12Q: 3 clusters Score -243672.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -243690.437500 Penalty: 3997.714355
	Iteration 13Q: 3 clusters Score -243690.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -243712.953125 Penalty: 3997.714355
	Iteration 14Q: 3 clusters Score -243713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -243728.375000 Penalty: 3997.714355
	Iteration 15Q: 3 clusters Score -243728.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -243740.484375 Penalty: 3997.714355
	Iteration 16Q: 3 clusters Score -243740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -243750.218750 Penalty: 3997.714355
	Iteration 17Q: 3 clusters Score -243750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -243761.609375 Penalty: 3997.714355
	Iteration 18Q: 3 clusters Score -243761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -243771.562500 Penalty: 3997.714355
	Iteration 19Q: 3 clusters Score -243771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -243781.812500 Penalty: 3997.714355
	Iteration 20F: 3 clusters Score -243781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -243800.453125 Penalty: 3997.714355
	Iteration 21Q: 3 clusters Score -243800.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -243824.390625 Penalty: 3997.714355
	Iteration 22Q: 3 clusters Score -243824.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -243853.828125 Penalty: 3997.714355
	Iteration 23Q: 3 clusters Score -243853.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -243884.953125 Penalty: 3997.714355
	Iteration 24Q: 3 clusters Score -243885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -243925.828125 Penalty: 3997.714355
	Iteration 25Q: 3 clusters Score -243925.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -243961.359375 Penalty: 3997.714355
	Iteration 26Q: 3 clusters Score -243961.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -243993.296875 Penalty: 3997.714355
	Iteration 27Q: 3 clusters Score -243993.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -244024.609375 Penalty: 3997.714355
	Iteration 28Q: 3 clusters Score -244024.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -244042.312500 Penalty: 3997.714355
	Iteration 29Q: 3 clusters Score -244042.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -244059.000000 Penalty: 3997.714355
	Iteration 30Q: 3 clusters Score -244059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -244068.515625 Penalty: 3997.714355
	Iteration 31Q: 3 clusters Score -244068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -244074.421875 Penalty: 3997.714355
	Iteration 32Q: 3 clusters Score -244074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -244083.359375 Penalty: 3997.714355
	Iteration 33Q: 3 clusters Score -244083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -244091.937500 Penalty: 3997.714355
	Iteration 34Q: 3 clusters Score -244091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -244101.515625 Penalty: 3997.714355
	Iteration 35Q: 3 clusters Score -244101.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -244118.234375 Penalty: 3997.714355
	Iteration 36Q: 3 clusters Score -244118.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -244138.796875 Penalty: 3997.714355
	Iteration 37Q: 3 clusters Score -244138.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -244161.109375 Penalty: 3997.714355
	Iteration 38Q: 3 clusters Score -244161.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -244171.750000 Penalty: 3997.714355
	Iteration 39Q: 3 clusters Score -244171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -244186.578125 Penalty: 3997.714355
	Iteration 40F: 3 clusters Score -244186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -244202.125000 Penalty: 3997.714355
	Iteration 41Q: 3 clusters Score -244202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -244218.281250 Penalty: 3997.714355
	Iteration 42Q: 3 clusters Score -244218.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -244229.343750 Penalty: 3997.714355
	Iteration 43Q: 3 clusters Score -244229.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -244237.890625 Penalty: 3997.714355
	Iteration 44Q: 3 clusters Score -244237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -244241.656250 Penalty: 3997.714355
	Iteration 45Q: 3 clusters Score -244241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -244243.531250 Penalty: 3997.714355
	Iteration 46Q: 3 clusters Score -244243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -244244.656250 Penalty: 3997.714355
	Iteration 47Q: 3 clusters Score -244244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -244244.703125 Penalty: 3997.714355
	Iteration 48Q: 3 clusters Score -244244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -244245.234375 Penalty: 3997.714355
	Iteration 49Q: 3 clusters Score -244245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -244245.234375 Penalty: 3997.714355
	Iteration 50F: 3 clusters Score -244245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Entering Unmasked Estep 
Score: -1228460.500000 Penalty: 2352.528076
	Iteration 0F: 2 clusters Score -1228460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1218825.875000 Penalty: 4705.056152
	Iteration 0F: 3 clusters Score -1218826 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1221932.750000 Penalty: 4705.056152
	Iteration 1F: 3 clusters Score -1221933 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1222540.000000 Penalty: 4705.056152
	Iteration 2F: 3 clusters Score -1222540 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1223152.500000 Penalty: 4705.056152
	Iteration 3F: 3 clusters Score -1223152 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1223825.000000 Penalty: 4705.056152
	Iteration 4F: 3 clusters Score -1223825 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1224490.875000 Penalty: 4705.056152
	Iteration 5F: 3 clusters Score -1224491 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1225090.750000 Penalty: 4705.056152
	Iteration 6F: 3 clusters Score -1225091 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1225505.875000 Penalty: 4705.056152
	Iteration 7F: 3 clusters Score -1225506 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1225766.625000 Penalty: 4705.056152
	Iteration 8Q: 3 clusters Score -1225767 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1225968.875000 Penalty: 4705.056152
	Iteration 9Q: 3 clusters Score -1225969 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1226114.375000 Penalty: 4705.056152
	Iteration 10Q: 3 clusters Score -1226114 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1226222.375000 Penalty: 4705.056152
	Iteration 11Q: 3 clusters Score -1226222 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1226316.750000 Penalty: 4705.056152
	Iteration 12Q: 3 clusters Score -1226317 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1226424.375000 Penalty: 4705.056152
	Iteration 13Q: 3 clusters Score -1226424 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1226539.625000 Penalty: 4705.056152
	Iteration 14Q: 3 clusters Score -1226540 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1226652.625000 Penalty: 4705.056152
	Iteration 15Q: 3 clusters Score -1226653 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1226757.375000 Penalty: 4705.056152
	Iteration 16Q: 3 clusters Score -1226757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1226849.250000 Penalty: 4705.056152
	Iteration 17Q: 3 clusters Score -1226849 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1226936.875000 Penalty: 4705.056152
	Iteration 18Q: 3 clusters Score -1226937 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1227010.875000 Penalty: 4705.056152
	Iteration 19Q: 3 clusters Score -1227011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1227081.250000 Penalty: 4705.056152
	Iteration 20F: 3 clusters Score -1227081 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1227138.000000 Penalty: 4705.056152
	Iteration 21Q: 3 clusters Score -1227138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1227190.375000 Penalty: 4705.056152
	Iteration 22Q: 3 clusters Score -1227190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1227233.500000 Penalty: 4705.056152
	Iteration 23Q: 3 clusters Score -1227234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1227267.625000 Penalty: 4705.056152
	Iteration 24Q: 3 clusters Score -1227268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1227288.375000 Penalty: 4705.056152
	Iteration 25Q: 3 clusters Score -1227288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1227302.625000 Penalty: 4705.056152
	Iteration 26Q: 3 clusters Score -1227303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1227315.000000 Penalty: 4705.056152
	Iteration 27Q: 3 clusters Score -1227315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1227324.000000 Penalty: 4705.056152
	Iteration 28Q: 3 clusters Score -1227324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1227334.250000 Penalty: 4705.056152
	Iteration 29Q: 3 clusters Score -1227334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1227346.125000 Penalty: 4705.056152
	Iteration 30Q: 3 clusters Score -1227346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1227351.250000 Penalty: 4705.056152
	Iteration 31Q: 3 clusters Score -1227351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1227358.875000 Penalty: 4705.056152
	Iteration 32Q: 3 clusters Score -1227359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1227369.250000 Penalty: 4705.056152
	Iteration 33Q: 3 clusters Score -1227369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1227378.250000 Penalty: 4705.056152
	Iteration 34Q: 3 clusters Score -1227378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1227387.375000 Penalty: 4705.056152
	Iteration 35Q: 3 clusters Score -1227387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1227392.625000 Penalty: 4705.056152
	Iteration 36Q: 3 clusters Score -1227393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1227396.625000 Penalty: 4705.056152
	Iteration 37Q: 3 clusters Score -1227397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1227404.250000 Penalty: 4705.056152
	Iteration 38Q: 3 clusters Score -1227404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1227410.125000 Penalty: 4705.056152
	Iteration 39Q: 3 clusters Score -1227410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1227417.000000 Penalty: 4705.056152
	Iteration 40F: 3 clusters Score -1227417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1227419.750000 Penalty: 4705.056152
	Iteration 41Q: 3 clusters Score -1227420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1227423.875000 Penalty: 4705.056152
	Iteration 42Q: 3 clusters Score -1227424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1227426.125000 Penalty: 4705.056152
	Iteration 43Q: 3 clusters Score -1227426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1227429.625000 Penalty: 4705.056152
	Iteration 44Q: 3 clusters Score -1227430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1227433.000000 Penalty: 4705.056152
	Iteration 45Q: 3 clusters Score -1227433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1227431.750000 Penalty: 4705.056152
	Iteration 46Q: 3 clusters Score -1227432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1227434.250000 Penalty: 4705.056152
	Iteration 47Q: 3 clusters Score -1227434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1227436.500000 Penalty: 4705.056152
	Iteration 48Q: 3 clusters Score -1227436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1227434.500000 Penalty: 4705.056152
	Iteration 49Q: 3 clusters Score -1227434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1227437.750000 Penalty: 4705.056152
	Iteration 50Q: 3 clusters Score -1227438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1227438.375000 Penalty: 4705.056152
	Iteration 51Q: 3 clusters Score -1227438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1227437.875000 Penalty: 4705.056152
	Iteration 52Q: 3 clusters Score -1227438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1227437.500000 Penalty: 4705.056152
	Iteration 53Q: 3 clusters Score -1227438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1227440.500000 Penalty: 4705.056152
	Iteration 54Q: 3 clusters Score -1227440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1227441.500000 Penalty: 4705.056152
	Iteration 55Q: 3 clusters Score -1227442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1227442.000000 Penalty: 4705.056152
	Iteration 56Q: 3 clusters Score -1227442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1227441.625000 Penalty: 4705.056152
	Iteration 57Q: 3 clusters Score -1227442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1227441.250000 Penalty: 4705.056152
	Iteration 58Q: 3 clusters Score -1227441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1227441.125000 Penalty: 4705.056152
	Iteration 59Q: 3 clusters Score -1227441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1227440.625000 Penalty: 4705.056152
	Iteration 60F: 3 clusters Score -1227441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1227441.500000 Penalty: 4705.056152
	Iteration 61Q: 3 clusters Score -1227442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1227444.125000 Penalty: 4705.056152
	Iteration 62Q: 3 clusters Score -1227444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1227442.000000 Penalty: 4705.056152
	Iteration 63Q: 3 clusters Score -1227442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1227445.000000 Penalty: 4705.056152
	Iteration 64Q: 3 clusters Score -1227445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1227443.875000 Penalty: 4705.056152
	Iteration 65Q: 3 clusters Score -1227444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1227443.375000 Penalty: 4705.056152
	Iteration 66Q: 3 clusters Score -1227443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1227444.250000 Penalty: 4705.056152
	Iteration 67Q: 3 clusters Score -1227444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1227443.625000 Penalty: 4705.056152
	Iteration 68Q: 3 clusters Score -1227444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1227444.000000 Penalty: 4705.056152
	Iteration 69Q: 3 clusters Score -1227444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1227444.000000 Penalty: 4705.056152
	Iteration 70F: 3 clusters Score -1227444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Entering Unmasked Estep 
Score: -1175433.000000 Penalty: 2337.011475
	Iteration 0F: 2 clusters Score -1175433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1166279.750000 Penalty: 4674.022949
	Iteration 0F: 3 clusters Score -1166280 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1169325.000000 Penalty: 4674.022949
	Iteration 1F: 3 clusters Score -1169325 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1169988.375000 Penalty: 4674.022949
	Iteration 2F: 3 clusters Score -1169988 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1170797.125000 Penalty: 4674.022949
	Iteration 3F: 3 clusters Score -1170797 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1171595.125000 Penalty: 4674.022949
	Iteration 4F: 3 clusters Score -1171595 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1172242.875000 Penalty: 4674.022949
	Iteration 5F: 3 clusters Score -1172243 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1172688.125000 Penalty: 4674.022949
	Iteration 6F: 3 clusters Score -1172688 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1172978.125000 Penalty: 4674.022949
	Iteration 7Q: 3 clusters Score -1172978 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1173174.500000 Penalty: 4674.022949
	Iteration 8Q: 3 clusters Score -1173174 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1173291.000000 Penalty: 4674.022949
	Iteration 9Q: 3 clusters Score -1173291 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1173356.875000 Penalty: 4674.022949
	Iteration 10Q: 3 clusters Score -1173357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1173411.625000 Penalty: 4674.022949
	Iteration 11Q: 3 clusters Score -1173412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1173446.375000 Penalty: 4674.022949
	Iteration 12Q: 3 clusters Score -1173446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1173488.625000 Penalty: 4674.022949
	Iteration 13Q: 3 clusters Score -1173489 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1173521.125000 Penalty: 4674.022949
	Iteration 14Q: 3 clusters Score -1173521 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1173558.750000 Penalty: 4674.022949
	Iteration 15Q: 3 clusters Score -1173559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1173595.250000 Penalty: 4674.022949
	Iteration 16Q: 3 clusters Score -1173595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1173627.250000 Penalty: 4674.022949
	Iteration 17Q: 3 clusters Score -1173627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1173658.625000 Penalty: 4674.022949
	Iteration 18Q: 3 clusters Score -1173659 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1173693.375000 Penalty: 4674.022949
	Iteration 19Q: 3 clusters Score -1173693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1173731.125000 Penalty: 4674.022949
	Iteration 20F: 3 clusters Score -1173731 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1173774.000000 Penalty: 4674.022949
	Iteration 21Q: 3 clusters Score -1173774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1173816.000000 Penalty: 4674.022949
	Iteration 22Q: 3 clusters Score -1173816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1173860.375000 Penalty: 4674.022949
	Iteration 23Q: 3 clusters Score -1173860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1173910.875000 Penalty: 4674.022949
	Iteration 24Q: 3 clusters Score -1173911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1173962.125000 Penalty: 4674.022949
	Iteration 25Q: 3 clusters Score -1173962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1174027.875000 Penalty: 4674.022949
	Iteration 26Q: 3 clusters Score -1174028 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1174101.500000 Penalty: 4674.022949
	Iteration 27Q: 3 clusters Score -1174102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1174202.125000 Penalty: 4674.022949
	Iteration 28Q: 3 clusters Score -1174202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1174301.500000 Penalty: 4674.022949
	Iteration 29Q: 3 clusters Score -1174302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1174420.375000 Penalty: 4674.022949
	Iteration 30Q: 3 clusters Score -1174420 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1174566.125000 Penalty: 4674.022949
	Iteration 31Q: 3 clusters Score -1174566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1174709.750000 Penalty: 4674.022949
	Iteration 32Q: 3 clusters Score -1174710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1174822.750000 Penalty: 4674.022949
	Iteration 33Q: 3 clusters Score -1174823 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1174897.625000 Penalty: 4674.022949
	Iteration 34Q: 3 clusters Score -1174898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1174940.000000 Penalty: 4674.022949
	Iteration 35Q: 3 clusters Score -1174940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1174969.250000 Penalty: 4674.022949
	Iteration 36Q: 3 clusters Score -1174969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1174986.750000 Penalty: 4674.022949
	Iteration 37Q: 3 clusters Score -1174987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1175002.250000 Penalty: 4674.022949
	Iteration 38Q: 3 clusters Score -1175002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1175010.875000 Penalty: 4674.022949
	Iteration 39Q: 3 clusters Score -1175011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1175017.625000 Penalty: 4674.022949
	Iteration 40F: 3 clusters Score -1175018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1175022.375000 Penalty: 4674.022949
	Iteration 41Q: 3 clusters Score -1175022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1175024.250000 Penalty: 4674.022949
	Iteration 42Q: 3 clusters Score -1175024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1175026.000000 Penalty: 4674.022949
	Iteration 43Q: 3 clusters Score -1175026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1175029.125000 Penalty: 4674.022949
	Iteration 44Q: 3 clusters Score -1175029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1175031.250000 Penalty: 4674.022949
	Iteration 45Q: 3 clusters Score -1175031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1175031.500000 Penalty: 4674.022949
	Iteration 46Q: 3 clusters Score -1175032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1175034.000000 Penalty: 4674.022949
	Iteration 47Q: 3 clusters Score -1175034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1175038.750000 Penalty: 4674.022949
	Iteration 48Q: 3 clusters Score -1175039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1175041.750000 Penalty: 4674.022949
	Iteration 49Q: 3 clusters Score -1175042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1175039.625000 Penalty: 4674.022949
	Iteration 50Q: 3 clusters Score -1175040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1175042.250000 Penalty: 4674.022949
	Iteration 51Q: 3 clusters Score -1175042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1175045.500000 Penalty: 4674.022949
	Iteration 52Q: 3 clusters Score -1175046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1175043.625000 Penalty: 4674.022949
	Iteration 53Q: 3 clusters Score -1175044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1175043.625000 Penalty: 4674.022949
	Iteration 54F: 3 clusters Score -1175044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -488342.687500 Penalty: 2103.633789
	Iteration 0F: 2 clusters Score -488342.7 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 2462 members 
Entering Unmasked Estep 
Score: -483964.218750 Penalty: 4207.267578
	Iteration 0F: 3 clusters Score -483964.2 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -484982.656250 Penalty: 4207.267578
	Iteration 1F: 3 clusters Score -484982.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -485178.625000 Penalty: 4207.267578
	Iteration 2F: 3 clusters Score -485178.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -485308.437500 Penalty: 4207.267578
	Iteration 3Q: 3 clusters Score -485308.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -485407.937500 Penalty: 4207.267578
	Iteration 4Q: 3 clusters Score -485407.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -485508.093750 Penalty: 4207.267578
	Iteration 5Q: 3 clusters Score -485508.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -485608.781250 Penalty: 4207.267578
	Iteration 6Q: 3 clusters Score -485608.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -485750.281250 Penalty: 4207.267578
	Iteration 7Q: 3 clusters Score -485750.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -485953.156250 Penalty: 4207.267578
	Iteration 8Q: 3 clusters Score -485953.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -486226.031250 Penalty: 4207.267578
	Iteration 9F: 3 clusters Score -486226 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -486469.531250 Penalty: 4207.267578
	Iteration 10F: 3 clusters Score -486469.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -486667.343750 Penalty: 4207.267578
	Iteration 11Q: 3 clusters Score -486667.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -486808.062500 Penalty: 4207.267578
	Iteration 12Q: 3 clusters Score -486808.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -486914.500000 Penalty: 4207.267578
	Iteration 13Q: 3 clusters Score -486914.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -486988.000000 Penalty: 4207.267578
	Iteration 14Q: 3 clusters Score -486988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -487048.187500 Penalty: 4207.267578
	Iteration 15Q: 3 clusters Score -487048.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -487077.406250 Penalty: 4207.267578
	Iteration 16Q: 3 clusters Score -487077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -487096.656250 Penalty: 4207.267578
	Iteration 17Q: 3 clusters Score -487096.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -487109.187500 Penalty: 4207.267578
	Iteration 18Q: 3 clusters Score -487109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -487114.531250 Penalty: 4207.267578
	Iteration 19Q: 3 clusters Score -487114.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -487121.656250 Penalty: 4207.267578
	Iteration 20F: 3 clusters Score -487121.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -487126.718750 Penalty: 4207.267578
	Iteration 21Q: 3 clusters Score -487126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -487130.156250 Penalty: 4207.267578
	Iteration 22Q: 3 clusters Score -487130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -487132.437500 Penalty: 4207.267578
	Iteration 23Q: 3 clusters Score -487132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -487133.093750 Penalty: 4207.267578
	Iteration 24Q: 3 clusters Score -487133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -487134.375000 Penalty: 4207.267578
	Iteration 25Q: 3 clusters Score -487134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -487136.093750 Penalty: 4207.267578
	Iteration 26Q: 3 clusters Score -487136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -487138.562500 Penalty: 4207.267578
	Iteration 27Q: 3 clusters Score -487138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -487138.812500 Penalty: 4207.267578
	Iteration 28Q: 3 clusters Score -487138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -487137.750000 Penalty: 4207.267578
	Iteration 29Q: 3 clusters Score -487137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -487137.750000 Penalty: 4207.267578
	Iteration 30F: 3 clusters Score -487137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Entering Unmasked Estep 
Score: -1441917.375000 Penalty: 2381.055420
	Iteration 0F: 2 clusters Score -1441917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1431197.250000 Penalty: 4762.110840
	Iteration 0F: 3 clusters Score -1431197 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1434647.875000 Penalty: 4762.110840
	Iteration 1F: 3 clusters Score -1434648 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1435058.250000 Penalty: 4762.110840
	Iteration 2F: 3 clusters Score -1435058 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1435394.000000 Penalty: 4762.110840
	Iteration 3F: 3 clusters Score -1435394 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1435695.375000 Penalty: 4762.110840
	Iteration 4Q: 3 clusters Score -1435695 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1435972.250000 Penalty: 4762.110840
	Iteration 5Q: 3 clusters Score -1435972 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1436302.625000 Penalty: 4762.110840
	Iteration 6Q: 3 clusters Score -1436303 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1436677.500000 Penalty: 4762.110840
	Iteration 7Q: 3 clusters Score -1436678 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1437130.250000 Penalty: 4762.110840
	Iteration 8Q: 3 clusters Score -1437130 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1437674.250000 Penalty: 4762.110840
	Iteration 9Q: 3 clusters Score -1437674 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1438248.500000 Penalty: 4762.110840
	Iteration 10F: 3 clusters Score -1438248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1438694.125000 Penalty: 4762.110840
	Iteration 11Q: 3 clusters Score -1438694 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1438983.750000 Penalty: 4762.110840
	Iteration 12Q: 3 clusters Score -1438984 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1439166.625000 Penalty: 4762.110840
	Iteration 13Q: 3 clusters Score -1439167 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1439291.375000 Penalty: 4762.110840
	Iteration 14Q: 3 clusters Score -1439291 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1439387.125000 Penalty: 4762.110840
	Iteration 15Q: 3 clusters Score -1439387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1439458.625000 Penalty: 4762.110840
	Iteration 16Q: 3 clusters Score -1439459 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1439507.000000 Penalty: 4762.110840
	Iteration 17Q: 3 clusters Score -1439507 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1439543.625000 Penalty: 4762.110840
	Iteration 18Q: 3 clusters Score -1439544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1439579.625000 Penalty: 4762.110840
	Iteration 19Q: 3 clusters Score -1439580 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1439618.500000 Penalty: 4762.110840
	Iteration 20F: 3 clusters Score -1439618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1439639.375000 Penalty: 4762.110840
	Iteration 21Q: 3 clusters Score -1439639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1439667.625000 Penalty: 4762.110840
	Iteration 22Q: 3 clusters Score -1439668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1439687.125000 Penalty: 4762.110840
	Iteration 23Q: 3 clusters Score -1439687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1439700.875000 Penalty: 4762.110840
	Iteration 24Q: 3 clusters Score -1439701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1439710.500000 Penalty: 4762.110840
	Iteration 25Q: 3 clusters Score -1439710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1439727.125000 Penalty: 4762.110840
	Iteration 26Q: 3 clusters Score -1439727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1439736.000000 Penalty: 4762.110840
	Iteration 27Q: 3 clusters Score -1439736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1439747.750000 Penalty: 4762.110840
	Iteration 28Q: 3 clusters Score -1439748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1439766.625000 Penalty: 4762.110840
	Iteration 29Q: 3 clusters Score -1439767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1439778.000000 Penalty: 4762.110840
	Iteration 30Q: 3 clusters Score -1439778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1439787.625000 Penalty: 4762.110840
	Iteration 31Q: 3 clusters Score -1439788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1439801.625000 Penalty: 4762.110840
	Iteration 32Q: 3 clusters Score -1439802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1439816.500000 Penalty: 4762.110840
	Iteration 33Q: 3 clusters Score -1439816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1439830.750000 Penalty: 4762.110840
	Iteration 34Q: 3 clusters Score -1439831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1439842.000000 Penalty: 4762.110840
	Iteration 35Q: 3 clusters Score -1439842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1439849.125000 Penalty: 4762.110840
	Iteration 36Q: 3 clusters Score -1439849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1439868.125000 Penalty: 4762.110840
	Iteration 37Q: 3 clusters Score -1439868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1439876.125000 Penalty: 4762.110840
	Iteration 38Q: 3 clusters Score -1439876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1439881.875000 Penalty: 4762.110840
	Iteration 39Q: 3 clusters Score -1439882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1439889.000000 Penalty: 4762.110840
	Iteration 40F: 3 clusters Score -1439889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1439904.500000 Penalty: 4762.110840
	Iteration 41Q: 3 clusters Score -1439904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1439918.375000 Penalty: 4762.110840
	Iteration 42Q: 3 clusters Score -1439918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1439929.875000 Penalty: 4762.110840
	Iteration 43Q: 3 clusters Score -1439930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1439943.625000 Penalty: 4762.110840
	Iteration 44Q: 3 clusters Score -1439944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1439966.375000 Penalty: 4762.110840
	Iteration 45Q: 3 clusters Score -1439966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1439986.875000 Penalty: 4762.110840
	Iteration 46Q: 3 clusters Score -1439987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1440007.625000 Penalty: 4762.110840
	Iteration 47Q: 3 clusters Score -1440008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1440029.625000 Penalty: 4762.110840
	Iteration 48Q: 3 clusters Score -1440030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1440053.750000 Penalty: 4762.110840
	Iteration 49Q: 3 clusters Score -1440054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1440075.000000 Penalty: 4762.110840
	Iteration 50Q: 3 clusters Score -1440075 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1440097.875000 Penalty: 4762.110840
	Iteration 51Q: 3 clusters Score -1440098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1440115.750000 Penalty: 4762.110840
	Iteration 52Q: 3 clusters Score -1440116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1440129.375000 Penalty: 4762.110840
	Iteration 53Q: 3 clusters Score -1440129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1440139.125000 Penalty: 4762.110840
	Iteration 54Q: 3 clusters Score -1440139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1440158.000000 Penalty: 4762.110840
	Iteration 55Q: 3 clusters Score -1440158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1440174.625000 Penalty: 4762.110840
	Iteration 56Q: 3 clusters Score -1440175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1440194.250000 Penalty: 4762.110840
	Iteration 57Q: 3 clusters Score -1440194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1440204.625000 Penalty: 4762.110840
	Iteration 58Q: 3 clusters Score -1440205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1440210.375000 Penalty: 4762.110840
	Iteration 59Q: 3 clusters Score -1440210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1440216.500000 Penalty: 4762.110840
	Iteration 60F: 3 clusters Score -1440216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1440216.375000 Penalty: 4762.110840
	Iteration 61Q: 3 clusters Score -1440216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1440223.250000 Penalty: 4762.110840
	Iteration 62Q: 3 clusters Score -1440223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1440230.125000 Penalty: 4762.110840
	Iteration 63Q: 3 clusters Score -1440230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1440233.000000 Penalty: 4762.110840
	Iteration 64Q: 3 clusters Score -1440233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1440230.250000 Penalty: 4762.110840
	Iteration 65Q: 3 clusters Score -1440230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1440230.125000 Penalty: 4762.110840
	Iteration 66Q: 3 clusters Score -1440230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1440231.500000 Penalty: 4762.110840
	Iteration 67Q: 3 clusters Score -1440232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1440233.000000 Penalty: 4762.110840
	Iteration 68Q: 3 clusters Score -1440233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1440235.375000 Penalty: 4762.110840
	Iteration 69Q: 3 clusters Score -1440235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1440236.125000 Penalty: 4762.110840
	Iteration 70Q: 3 clusters Score -1440236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1440237.625000 Penalty: 4762.110840
	Iteration 71Q: 3 clusters Score -1440238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1440237.625000 Penalty: 4762.110840
	Iteration 72Q: 3 clusters Score -1440238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1440237.625000 Penalty: 4762.110840
	Iteration 73Q: 3 clusters Score -1440238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1440237.000000 Penalty: 4762.110840
	Iteration 74Q: 3 clusters Score -1440237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1440237.250000 Penalty: 4762.110840
	Iteration 75Q: 3 clusters Score -1440237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1440237.875000 Penalty: 4762.110840
	Iteration 76Q: 3 clusters Score -1440238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1440238.125000 Penalty: 4762.110840
	Iteration 77Q: 3 clusters Score -1440238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1440237.500000 Penalty: 4762.110840
	Iteration 78Q: 3 clusters Score -1440238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1440239.125000 Penalty: 4762.110840
	Iteration 79Q: 3 clusters Score -1440239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1440239.125000 Penalty: 4762.110840
	Iteration 80F: 3 clusters Score -1440239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Entering Unmasked Estep 
Score: -2446894.000000 Penalty: 2513.291992
	Iteration 0F: 2 clusters Score -2446894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2429380.000000 Penalty: 5026.583984
	Iteration 0F: 3 clusters Score -2429380 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2435576.500000 Penalty: 5026.583984
	Iteration 1F: 3 clusters Score -2435576 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2436211.500000 Penalty: 5026.583984
	Iteration 2F: 3 clusters Score -2436212 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2436817.250000 Penalty: 5026.583984
	Iteration 3F: 3 clusters Score -2436817 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2437421.250000 Penalty: 5026.583984
	Iteration 4F: 3 clusters Score -2437421 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2438086.000000 Penalty: 5026.583984
	Iteration 5F: 3 clusters Score -2438086 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2438750.000000 Penalty: 5026.583984
	Iteration 6F: 3 clusters Score -2438750 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2439443.250000 Penalty: 5026.583984
	Iteration 7F: 3 clusters Score -2439443 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2440174.000000 Penalty: 5026.583984
	Iteration 8F: 3 clusters Score -2440174 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2440893.250000 Penalty: 5026.583984
	Iteration 9Q: 3 clusters Score -2440893 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2441525.750000 Penalty: 5026.583984
	Iteration 10Q: 3 clusters Score -2441526 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2442055.750000 Penalty: 5026.583984
	Iteration 11Q: 3 clusters Score -2442056 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2442525.750000 Penalty: 5026.583984
	Iteration 12Q: 3 clusters Score -2442526 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2442941.250000 Penalty: 5026.583984
	Iteration 13Q: 3 clusters Score -2442941 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2443283.250000 Penalty: 5026.583984
	Iteration 14Q: 3 clusters Score -2443283 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2443581.500000 Penalty: 5026.583984
	Iteration 15Q: 3 clusters Score -2443582 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2443812.250000 Penalty: 5026.583984
	Iteration 16Q: 3 clusters Score -2443812 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2443973.250000 Penalty: 5026.583984
	Iteration 17Q: 3 clusters Score -2443973 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2444098.500000 Penalty: 5026.583984
	Iteration 18Q: 3 clusters Score -2444098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2444205.250000 Penalty: 5026.583984
	Iteration 19Q: 3 clusters Score -2444205 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2444283.500000 Penalty: 5026.583984
	Iteration 20F: 3 clusters Score -2444284 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2444353.000000 Penalty: 5026.583984
	Iteration 21Q: 3 clusters Score -2444353 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2444425.000000 Penalty: 5026.583984
	Iteration 22Q: 3 clusters Score -2444425 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2444484.000000 Penalty: 5026.583984
	Iteration 23Q: 3 clusters Score -2444484 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2444553.000000 Penalty: 5026.583984
	Iteration 24Q: 3 clusters Score -2444553 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2444609.750000 Penalty: 5026.583984
	Iteration 25Q: 3 clusters Score -2444610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2444650.000000 Penalty: 5026.583984
	Iteration 26Q: 3 clusters Score -2444650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2444697.500000 Penalty: 5026.583984
	Iteration 27Q: 3 clusters Score -2444698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2444735.250000 Penalty: 5026.583984
	Iteration 28Q: 3 clusters Score -2444735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2444767.750000 Penalty: 5026.583984
	Iteration 29Q: 3 clusters Score -2444768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2444792.500000 Penalty: 5026.583984
	Iteration 30Q: 3 clusters Score -2444792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2444819.000000 Penalty: 5026.583984
	Iteration 31Q: 3 clusters Score -2444819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2444836.500000 Penalty: 5026.583984
	Iteration 32Q: 3 clusters Score -2444836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2444856.750000 Penalty: 5026.583984
	Iteration 33Q: 3 clusters Score -2444857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2444877.000000 Penalty: 5026.583984
	Iteration 34Q: 3 clusters Score -2444877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2444886.500000 Penalty: 5026.583984
	Iteration 35Q: 3 clusters Score -2444886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2444895.500000 Penalty: 5026.583984
	Iteration 36Q: 3 clusters Score -2444896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2444906.000000 Penalty: 5026.583984
	Iteration 37Q: 3 clusters Score -2444906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2444921.000000 Penalty: 5026.583984
	Iteration 38Q: 3 clusters Score -2444921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2444930.500000 Penalty: 5026.583984
	Iteration 39Q: 3 clusters Score -2444930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2444942.500000 Penalty: 5026.583984
	Iteration 40F: 3 clusters Score -2444942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2444943.000000 Penalty: 5026.583984
	Iteration 41Q: 3 clusters Score -2444943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2444952.500000 Penalty: 5026.583984
	Iteration 42Q: 3 clusters Score -2444952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2444958.500000 Penalty: 5026.583984
	Iteration 43Q: 3 clusters Score -2444958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2444968.500000 Penalty: 5026.583984
	Iteration 44Q: 3 clusters Score -2444968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2444970.750000 Penalty: 5026.583984
	Iteration 45Q: 3 clusters Score -2444971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2444970.750000 Penalty: 5026.583984
	Iteration 46Q: 3 clusters Score -2444971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2444977.250000 Penalty: 5026.583984
	Iteration 47Q: 3 clusters Score -2444977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2444975.750000 Penalty: 5026.583984
	Iteration 48Q: 3 clusters Score -2444976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2444983.250000 Penalty: 5026.583984
	Iteration 49Q: 3 clusters Score -2444983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2444983.500000 Penalty: 5026.583984
	Iteration 50Q: 3 clusters Score -2444984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2444984.500000 Penalty: 5026.583984
	Iteration 51Q: 3 clusters Score -2444984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2444985.500000 Penalty: 5026.583984
	Iteration 52Q: 3 clusters Score -2444986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2444981.250000 Penalty: 5026.583984
	Iteration 53Q: 3 clusters Score -2444981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2444979.250000 Penalty: 5026.583984
	Iteration 54Q: 3 clusters Score -2444979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2444983.500000 Penalty: 5026.583984
	Iteration 55Q: 3 clusters Score -2444984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2444984.500000 Penalty: 5026.583984
	Iteration 56Q: 3 clusters Score -2444984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2444982.250000 Penalty: 5026.583984
	Iteration 57Q: 3 clusters Score -2444982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2444982.750000 Penalty: 5026.583984
	Iteration 58Q: 3 clusters Score -2444983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2444982.750000 Penalty: 5026.583984
	Iteration 59F: 3 clusters Score -2444983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -1366251.500000 Penalty: 2389.760498
	Iteration 0F: 2 clusters Score -1366252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1355213.125000 Penalty: 4779.520996
	Iteration 0F: 3 clusters Score -1355213 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1358849.000000 Penalty: 4779.520996
	Iteration 1F: 3 clusters Score -1358849 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1359565.375000 Penalty: 4779.520996
	Iteration 2F: 3 clusters Score -1359565 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1360431.625000 Penalty: 4779.520996
	Iteration 3F: 3 clusters Score -1360432 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1361339.375000 Penalty: 4779.520996
	Iteration 4F: 3 clusters Score -1361339 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1362255.500000 Penalty: 4779.520996
	Iteration 5F: 3 clusters Score -1362256 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1363023.625000 Penalty: 4779.520996
	Iteration 6F: 3 clusters Score -1363024 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1363696.000000 Penalty: 4779.520996
	Iteration 7F: 3 clusters Score -1363696 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1364231.625000 Penalty: 4779.520996
	Iteration 8F: 3 clusters Score -1364232 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1364617.125000 Penalty: 4779.520996
	Iteration 9Q: 3 clusters Score -1364617 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1364883.375000 Penalty: 4779.520996
	Iteration 10Q: 3 clusters Score -1364883 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1365065.000000 Penalty: 4779.520996
	Iteration 11Q: 3 clusters Score -1365065 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1365188.875000 Penalty: 4779.520996
	Iteration 12Q: 3 clusters Score -1365189 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1365276.125000 Penalty: 4779.520996
	Iteration 13Q: 3 clusters Score -1365276 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1365337.500000 Penalty: 4779.520996
	Iteration 14Q: 3 clusters Score -1365338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1365385.125000 Penalty: 4779.520996
	Iteration 15Q: 3 clusters Score -1365385 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1365418.750000 Penalty: 4779.520996
	Iteration 16Q: 3 clusters Score -1365419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1365444.250000 Penalty: 4779.520996
	Iteration 17Q: 3 clusters Score -1365444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1365466.500000 Penalty: 4779.520996
	Iteration 18Q: 3 clusters Score -1365466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1365494.000000 Penalty: 4779.520996
	Iteration 19Q: 3 clusters Score -1365494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1365508.500000 Penalty: 4779.520996
	Iteration 20F: 3 clusters Score -1365508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1365526.625000 Penalty: 4779.520996
	Iteration 21Q: 3 clusters Score -1365527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1365535.750000 Penalty: 4779.520996
	Iteration 22Q: 3 clusters Score -1365536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1365551.125000 Penalty: 4779.520996
	Iteration 23Q: 3 clusters Score -1365551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1365557.625000 Penalty: 4779.520996
	Iteration 24Q: 3 clusters Score -1365558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1365561.125000 Penalty: 4779.520996
	Iteration 25Q: 3 clusters Score -1365561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1365563.625000 Penalty: 4779.520996
	Iteration 26Q: 3 clusters Score -1365564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1365565.000000 Penalty: 4779.520996
	Iteration 27Q: 3 clusters Score -1365565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1365572.125000 Penalty: 4779.520996
	Iteration 28Q: 3 clusters Score -1365572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1365574.000000 Penalty: 4779.520996
	Iteration 29Q: 3 clusters Score -1365574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1365577.375000 Penalty: 4779.520996
	Iteration 30Q: 3 clusters Score -1365577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1365580.375000 Penalty: 4779.520996
	Iteration 31Q: 3 clusters Score -1365580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1365582.875000 Penalty: 4779.520996
	Iteration 32Q: 3 clusters Score -1365583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1365589.375000 Penalty: 4779.520996
	Iteration 33Q: 3 clusters Score -1365589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1365587.500000 Penalty: 4779.520996
	Iteration 34Q: 3 clusters Score -1365588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1365593.375000 Penalty: 4779.520996
	Iteration 35Q: 3 clusters Score -1365593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1365598.125000 Penalty: 4779.520996
	Iteration 36Q: 3 clusters Score -1365598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1365598.000000 Penalty: 4779.520996
	Iteration 37Q: 3 clusters Score -1365598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1365600.750000 Penalty: 4779.520996
	Iteration 38Q: 3 clusters Score -1365601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1365605.375000 Penalty: 4779.520996
	Iteration 39Q: 3 clusters Score -1365605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1365606.500000 Penalty: 4779.520996
	Iteration 40F: 3 clusters Score -1365606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1365609.875000 Penalty: 4779.520996
	Iteration 41Q: 3 clusters Score -1365610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1365611.875000 Penalty: 4779.520996
	Iteration 42Q: 3 clusters Score -1365612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1365610.875000 Penalty: 4779.520996
	Iteration 43Q: 3 clusters Score -1365611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1365612.375000 Penalty: 4779.520996
	Iteration 44Q: 3 clusters Score -1365612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1365615.750000 Penalty: 4779.520996
	Iteration 45Q: 3 clusters Score -1365616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1365617.625000 Penalty: 4779.520996
	Iteration 46Q: 3 clusters Score -1365618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1365614.750000 Penalty: 4779.520996
	Iteration 47Q: 3 clusters Score -1365615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1365615.125000 Penalty: 4779.520996
	Iteration 48Q: 3 clusters Score -1365615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1365615.125000 Penalty: 4779.520996
	Iteration 49F: 3 clusters Score -1365615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Entering Unmasked Estep 
Score: -1363892.125000 Penalty: 2374.664795
	Iteration 0F: 2 clusters Score -1363892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1353424.875000 Penalty: 4749.329590
	Iteration 0F: 3 clusters Score -1353425 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1356896.000000 Penalty: 4749.329590
	Iteration 1F: 3 clusters Score -1356896 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1357352.250000 Penalty: 4749.329590
	Iteration 2F: 3 clusters Score -1357352 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1357761.250000 Penalty: 4749.329590
	Iteration 3F: 3 clusters Score -1357761 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1358222.500000 Penalty: 4749.329590
	Iteration 4F: 3 clusters Score -1358222 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1358748.500000 Penalty: 4749.329590
	Iteration 5F: 3 clusters Score -1358748 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1359275.750000 Penalty: 4749.329590
	Iteration 6F: 3 clusters Score -1359276 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1359774.125000 Penalty: 4749.329590
	Iteration 7F: 3 clusters Score -1359774 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1360238.750000 Penalty: 4749.329590
	Iteration 8Q: 3 clusters Score -1360239 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1360672.750000 Penalty: 4749.329590
	Iteration 9Q: 3 clusters Score -1360673 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1361052.250000 Penalty: 4749.329590
	Iteration 10Q: 3 clusters Score -1361052 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1361349.000000 Penalty: 4749.329590
	Iteration 11Q: 3 clusters Score -1361349 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1361528.500000 Penalty: 4749.329590
	Iteration 12Q: 3 clusters Score -1361528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1361641.250000 Penalty: 4749.329590
	Iteration 13Q: 3 clusters Score -1361641 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1361725.750000 Penalty: 4749.329590
	Iteration 14Q: 3 clusters Score -1361726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1361788.750000 Penalty: 4749.329590
	Iteration 15Q: 3 clusters Score -1361789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1361838.625000 Penalty: 4749.329590
	Iteration 16Q: 3 clusters Score -1361839 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1361885.125000 Penalty: 4749.329590
	Iteration 17Q: 3 clusters Score -1361885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1361925.500000 Penalty: 4749.329590
	Iteration 18Q: 3 clusters Score -1361926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1361968.625000 Penalty: 4749.329590
	Iteration 19Q: 3 clusters Score -1361969 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1362001.000000 Penalty: 4749.329590
	Iteration 20F: 3 clusters Score -1362001 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1362030.375000 Penalty: 4749.329590
	Iteration 21Q: 3 clusters Score -1362030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1362063.000000 Penalty: 4749.329590
	Iteration 22Q: 3 clusters Score -1362063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1362089.375000 Penalty: 4749.329590
	Iteration 23Q: 3 clusters Score -1362089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1362111.750000 Penalty: 4749.329590
	Iteration 24Q: 3 clusters Score -1362112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1362137.250000 Penalty: 4749.329590
	Iteration 25Q: 3 clusters Score -1362137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1362148.375000 Penalty: 4749.329590
	Iteration 26Q: 3 clusters Score -1362148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1362163.125000 Penalty: 4749.329590
	Iteration 27Q: 3 clusters Score -1362163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1362178.000000 Penalty: 4749.329590
	Iteration 28Q: 3 clusters Score -1362178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1362190.375000 Penalty: 4749.329590
	Iteration 29Q: 3 clusters Score -1362190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1362201.250000 Penalty: 4749.329590
	Iteration 30Q: 3 clusters Score -1362201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1362212.625000 Penalty: 4749.329590
	Iteration 31Q: 3 clusters Score -1362213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1362220.875000 Penalty: 4749.329590
	Iteration 32Q: 3 clusters Score -1362221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1362228.875000 Penalty: 4749.329590
	Iteration 33Q: 3 clusters Score -1362229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1362234.125000 Penalty: 4749.329590
	Iteration 34Q: 3 clusters Score -1362234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1362241.000000 Penalty: 4749.329590
	Iteration 35Q: 3 clusters Score -1362241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1362239.625000 Penalty: 4749.329590
	Iteration 36Q: 3 clusters Score -1362240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1362244.875000 Penalty: 4749.329590
	Iteration 37Q: 3 clusters Score -1362245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1362247.625000 Penalty: 4749.329590
	Iteration 38Q: 3 clusters Score -1362248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1362248.250000 Penalty: 4749.329590
	Iteration 39Q: 3 clusters Score -1362248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1362248.750000 Penalty: 4749.329590
	Iteration 40F: 3 clusters Score -1362249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1362249.500000 Penalty: 4749.329590
	Iteration 41Q: 3 clusters Score -1362250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1362247.875000 Penalty: 4749.329590
	Iteration 42Q: 3 clusters Score -1362248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1362250.250000 Penalty: 4749.329590
	Iteration 43Q: 3 clusters Score -1362250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1362251.625000 Penalty: 4749.329590
	Iteration 44Q: 3 clusters Score -1362252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1362252.125000 Penalty: 4749.329590
	Iteration 45Q: 3 clusters Score -1362252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1362255.000000 Penalty: 4749.329590
	Iteration 46Q: 3 clusters Score -1362255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1362255.250000 Penalty: 4749.329590
	Iteration 47Q: 3 clusters Score -1362255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1362255.750000 Penalty: 4749.329590
	Iteration 48Q: 3 clusters Score -1362256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1362253.375000 Penalty: 4749.329590
	Iteration 49Q: 3 clusters Score -1362253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1362254.000000 Penalty: 4749.329590
	Iteration 50Q: 3 clusters Score -1362254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1362255.125000 Penalty: 4749.329590
	Iteration 51Q: 3 clusters Score -1362255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1362255.125000 Penalty: 4749.329590
	Iteration 52F: 3 clusters Score -1362255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Entering Unmasked Estep 
Score: -9389340.000000 Penalty: 2846.403320
	Iteration 0F: 2 clusters Score -9389340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -9325077.000000 Penalty: 5692.806641
	Iteration 0F: 3 clusters Score -9325077 nChanged 45581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -9351093.000000 Penalty: 5692.806641
	Iteration 1F: 3 clusters Score -9351093 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -9352200.000000 Penalty: 5692.806641
	Iteration 2Q: 3 clusters Score -9352200 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -9353587.000000 Penalty: 5692.806641
	Iteration 3Q: 3 clusters Score -9353587 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -9355165.000000 Penalty: 5692.806641
	Iteration 4Q: 3 clusters Score -9355165 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -9357410.000000 Penalty: 5692.806641
	Iteration 5Q: 3 clusters Score -9357410 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -9360722.000000 Penalty: 5692.806641
	Iteration 6F: 3 clusters Score -9360722 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -9364993.000000 Penalty: 5692.806641
	Iteration 7F: 3 clusters Score -9364993 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -9369989.000000 Penalty: 5692.806641
	Iteration 8F: 3 clusters Score -9369989 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -9374851.000000 Penalty: 5692.806641
	Iteration 9F: 3 clusters Score -9374851 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -9378794.000000 Penalty: 5692.806641
	Iteration 10Q: 3 clusters Score -9378794 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -9381535.000000 Penalty: 5692.806641
	Iteration 11Q: 3 clusters Score -9381535 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -9383261.000000 Penalty: 5692.806641
	Iteration 12Q: 3 clusters Score -9383261 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -9384388.000000 Penalty: 5692.806641
	Iteration 13Q: 3 clusters Score -9384388 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -9385194.000000 Penalty: 5692.806641
	Iteration 14Q: 3 clusters Score -9385194 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -9385717.000000 Penalty: 5692.806641
	Iteration 15Q: 3 clusters Score -9385717 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -9386000.000000 Penalty: 5692.806641
	Iteration 16Q: 3 clusters Score -9386000 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -9386287.000000 Penalty: 5692.806641
	Iteration 17Q: 3 clusters Score -9386287 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -9386516.000000 Penalty: 5692.806641
	Iteration 18Q: 3 clusters Score -9386516 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -9386654.000000 Penalty: 5692.806641
	Iteration 19Q: 3 clusters Score -9386654 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -9386750.000000 Penalty: 5692.806641
	Iteration 20F: 3 clusters Score -9386750 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -9386826.000000 Penalty: 5692.806641
	Iteration 21Q: 3 clusters Score -9386826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -9386850.000000 Penalty: 5692.806641
	Iteration 22Q: 3 clusters Score -9386850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -9386907.000000 Penalty: 5692.806641
	Iteration 23Q: 3 clusters Score -9386907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -9386941.000000 Penalty: 5692.806641
	Iteration 24Q: 3 clusters Score -9386941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -9386974.000000 Penalty: 5692.806641
	Iteration 25Q: 3 clusters Score -9386974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -9386993.000000 Penalty: 5692.806641
	Iteration 26Q: 3 clusters Score -9386993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -9387004.000000 Penalty: 5692.806641
	Iteration 27Q: 3 clusters Score -9387004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -9387024.000000 Penalty: 5692.806641
	Iteration 28Q: 3 clusters Score -9387024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -9387024.000000 Penalty: 5692.806641
	Iteration 29Q: 3 clusters Score -9387024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -9387038.000000 Penalty: 5692.806641
	Iteration 30Q: 3 clusters Score -9387038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -9387052.000000 Penalty: 5692.806641
	Iteration 31Q: 3 clusters Score -9387052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -9387067.000000 Penalty: 5692.806641
	Iteration 32Q: 3 clusters Score -9387067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -9387065.000000 Penalty: 5692.806641
	Iteration 33Q: 3 clusters Score -9387065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -9387074.000000 Penalty: 5692.806641
	Iteration 34Q: 3 clusters Score -9387074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -9387073.000000 Penalty: 5692.806641
	Iteration 35Q: 3 clusters Score -9387073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -9387089.000000 Penalty: 5692.806641
	Iteration 36Q: 3 clusters Score -9387089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -9387089.000000 Penalty: 5692.806641
	Iteration 37Q: 3 clusters Score -9387089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -9387114.000000 Penalty: 5692.806641
	Iteration 38Q: 3 clusters Score -9387114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -9387097.000000 Penalty: 5692.806641
	Iteration 39Q: 3 clusters Score -9387097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -9387105.000000 Penalty: 5692.806641
	Iteration 40F: 3 clusters Score -9387105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -9387106.000000 Penalty: 5692.806641
	Iteration 41Q: 3 clusters Score -9387106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -9387097.000000 Penalty: 5692.806641
	Iteration 42Q: 3 clusters Score -9387097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -9387089.000000 Penalty: 5692.806641
	Iteration 43Q: 3 clusters Score -9387089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -9387106.000000 Penalty: 5692.806641
	Iteration 44Q: 3 clusters Score -9387106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -9387118.000000 Penalty: 5692.806641
	Iteration 45Q: 3 clusters Score -9387118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -9387136.000000 Penalty: 5692.806641
	Iteration 46Q: 3 clusters Score -9387136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -9387138.000000 Penalty: 5692.806641
	Iteration 47Q: 3 clusters Score -9387138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -9387134.000000 Penalty: 5692.806641
	Iteration 48Q: 3 clusters Score -9387134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -9387139.000000 Penalty: 5692.806641
	Iteration 49Q: 3 clusters Score -9387139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -9387137.000000 Penalty: 5692.806641
	Iteration 50Q: 3 clusters Score -9387137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -9387132.000000 Penalty: 5692.806641
	Iteration 51Q: 3 clusters Score -9387132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -9387132.000000 Penalty: 5692.806641
	Iteration 52F: 3 clusters Score -9387132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Entering Unmasked Estep 
Score: -1973731.875000 Penalty: 2453.070801
	Iteration 0F: 2 clusters Score -1973732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1959726.750000 Penalty: 4906.141602
	Iteration 0F: 3 clusters Score -1959727 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1964587.375000 Penalty: 4906.141602
	Iteration 1F: 3 clusters Score -1964587 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1965086.125000 Penalty: 4906.141602
	Iteration 2F: 3 clusters Score -1965086 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1965526.500000 Penalty: 4906.141602
	Iteration 3F: 3 clusters Score -1965526 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1965941.125000 Penalty: 4906.141602
	Iteration 4Q: 3 clusters Score -1965941 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1966331.500000 Penalty: 4906.141602
	Iteration 5Q: 3 clusters Score -1966332 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1966726.125000 Penalty: 4906.141602
	Iteration 6Q: 3 clusters Score -1966726 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1967080.000000 Penalty: 4906.141602
	Iteration 7Q: 3 clusters Score -1967080 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1967424.000000 Penalty: 4906.141602
	Iteration 8Q: 3 clusters Score -1967424 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1967745.125000 Penalty: 4906.141602
	Iteration 9Q: 3 clusters Score -1967745 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1968033.375000 Penalty: 4906.141602
	Iteration 10Q: 3 clusters Score -1968033 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1968332.000000 Penalty: 4906.141602
	Iteration 11Q: 3 clusters Score -1968332 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1968610.625000 Penalty: 4906.141602
	Iteration 12Q: 3 clusters Score -1968611 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1968863.000000 Penalty: 4906.141602
	Iteration 13Q: 3 clusters Score -1968863 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1969130.125000 Penalty: 4906.141602
	Iteration 14Q: 3 clusters Score -1969130 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1969401.125000 Penalty: 4906.141602
	Iteration 15Q: 3 clusters Score -1969401 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1969657.625000 Penalty: 4906.141602
	Iteration 16Q: 3 clusters Score -1969658 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1969934.750000 Penalty: 4906.141602
	Iteration 17Q: 3 clusters Score -1969935 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1970164.500000 Penalty: 4906.141602
	Iteration 18Q: 3 clusters Score -1970164 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1970360.875000 Penalty: 4906.141602
	Iteration 19Q: 3 clusters Score -1970361 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1970560.250000 Penalty: 4906.141602
	Iteration 20F: 3 clusters Score -1970560 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1970733.625000 Penalty: 4906.141602
	Iteration 21Q: 3 clusters Score -1970734 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1970885.375000 Penalty: 4906.141602
	Iteration 22Q: 3 clusters Score -1970885 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1971021.625000 Penalty: 4906.141602
	Iteration 23Q: 3 clusters Score -1971022 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1971134.875000 Penalty: 4906.141602
	Iteration 24Q: 3 clusters Score -1971135 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1971239.250000 Penalty: 4906.141602
	Iteration 25Q: 3 clusters Score -1971239 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1971315.250000 Penalty: 4906.141602
	Iteration 26Q: 3 clusters Score -1971315 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1971379.750000 Penalty: 4906.141602
	Iteration 27Q: 3 clusters Score -1971380 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1971447.250000 Penalty: 4906.141602
	Iteration 28Q: 3 clusters Score -1971447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1971497.750000 Penalty: 4906.141602
	Iteration 29Q: 3 clusters Score -1971498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1971544.375000 Penalty: 4906.141602
	Iteration 30Q: 3 clusters Score -1971544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1971574.500000 Penalty: 4906.141602
	Iteration 31Q: 3 clusters Score -1971574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1971613.375000 Penalty: 4906.141602
	Iteration 32Q: 3 clusters Score -1971613 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1971652.625000 Penalty: 4906.141602
	Iteration 33Q: 3 clusters Score -1971653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1971678.125000 Penalty: 4906.141602
	Iteration 34Q: 3 clusters Score -1971678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1971698.875000 Penalty: 4906.141602
	Iteration 35Q: 3 clusters Score -1971699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1971714.125000 Penalty: 4906.141602
	Iteration 36Q: 3 clusters Score -1971714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1971729.000000 Penalty: 4906.141602
	Iteration 37Q: 3 clusters Score -1971729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1971735.375000 Penalty: 4906.141602
	Iteration 38Q: 3 clusters Score -1971735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1971745.875000 Penalty: 4906.141602
	Iteration 39Q: 3 clusters Score -1971746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1971751.750000 Penalty: 4906.141602
	Iteration 40F: 3 clusters Score -1971752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1971754.875000 Penalty: 4906.141602
	Iteration 41Q: 3 clusters Score -1971755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1971763.000000 Penalty: 4906.141602
	Iteration 42Q: 3 clusters Score -1971763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1971765.375000 Penalty: 4906.141602
	Iteration 43Q: 3 clusters Score -1971765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1971773.375000 Penalty: 4906.141602
	Iteration 44Q: 3 clusters Score -1971773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1971772.625000 Penalty: 4906.141602
	Iteration 45Q: 3 clusters Score -1971773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1971773.500000 Penalty: 4906.141602
	Iteration 46Q: 3 clusters Score -1971774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1971779.500000 Penalty: 4906.141602
	Iteration 47Q: 3 clusters Score -1971780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1971779.750000 Penalty: 4906.141602
	Iteration 48Q: 3 clusters Score -1971780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1971781.875000 Penalty: 4906.141602
	Iteration 49Q: 3 clusters Score -1971782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1971785.750000 Penalty: 4906.141602
	Iteration 50Q: 3 clusters Score -1971786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1971785.500000 Penalty: 4906.141602
	Iteration 51Q: 3 clusters Score -1971786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1971785.500000 Penalty: 4906.141602
	Iteration 52F: 3 clusters Score -1971786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -809252.937500 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -809252.9 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 4430 members 
Entering Unmasked Estep 
Score: -802371.937500 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -802371.9 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -804296.187500 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -804296.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -804664.125000 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -804664.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -805071.187500 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -805071.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -805516.000000 Penalty: 4505.317871
	Iteration 4F: 3 clusters Score -805516 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -805988.187500 Penalty: 4505.317871
	Iteration 5F: 3 clusters Score -805988.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -806412.750000 Penalty: 4505.317871
	Iteration 6F: 3 clusters Score -806412.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -806777.500000 Penalty: 4505.317871
	Iteration 7F: 3 clusters Score -806777.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -807118.812500 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -807118.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -807385.437500 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -807385.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -807577.125000 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -807577.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -807719.750000 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -807719.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -807832.062500 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -807832.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -807932.437500 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -807932.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -808041.750000 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -808041.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -808129.125000 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -808129.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -808215.875000 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -808215.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -808308.625000 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -808308.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -808440.437500 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -808440.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -808603.000000 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -808603 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -808747.875000 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -808747.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -808871.187500 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -808871.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -808958.625000 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -808958.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -809024.312500 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -809024.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -809076.187500 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -809076.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -809103.937500 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -809103.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -809119.125000 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -809119.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -809130.250000 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -809130.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -809132.937500 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -809132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -809136.250000 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -809136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -809139.000000 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -809139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -809141.562500 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -809141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -809141.937500 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -809141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -809146.062500 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -809146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -809146.500000 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -809146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -809147.625000 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -809147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -809147.750000 Penalty: 4505.317871
	Iteration 36Q: 3 clusters Score -809147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -809149.625000 Penalty: 4505.317871
	Iteration 37Q: 3 clusters Score -809149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -809151.375000 Penalty: 4505.317871
	Iteration 38Q: 3 clusters Score -809151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -809154.000000 Penalty: 4505.317871
	Iteration 39Q: 3 clusters Score -809154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -809154.625000 Penalty: 4505.317871
	Iteration 40F: 3 clusters Score -809154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -809155.375000 Penalty: 4505.317871
	Iteration 41Q: 3 clusters Score -809155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -809155.250000 Penalty: 4505.317871
	Iteration 42Q: 3 clusters Score -809155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -809157.625000 Penalty: 4505.317871
	Iteration 43Q: 3 clusters Score -809157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -809157.000000 Penalty: 4505.317871
	Iteration 44Q: 3 clusters Score -809157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -809157.875000 Penalty: 4505.317871
	Iteration 45Q: 3 clusters Score -809157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -809157.812500 Penalty: 4505.317871
	Iteration 46Q: 3 clusters Score -809157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -809157.812500 Penalty: 4505.317871
	Iteration 47F: 3 clusters Score -809157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Entering Unmasked Estep 
Score: -1739711.625000 Penalty: 2436.515869
	Iteration 0F: 2 clusters Score -1739712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1726626.750000 Penalty: 4873.031738
	Iteration 0F: 3 clusters Score -1726627 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1730912.125000 Penalty: 4873.031738
	Iteration 1F: 3 clusters Score -1730912 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1731280.125000 Penalty: 4873.031738
	Iteration 2F: 3 clusters Score -1731280 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1731569.750000 Penalty: 4873.031738
	Iteration 3Q: 3 clusters Score -1731570 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1731839.250000 Penalty: 4873.031738
	Iteration 4Q: 3 clusters Score -1731839 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1732104.625000 Penalty: 4873.031738
	Iteration 5Q: 3 clusters Score -1732105 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1732374.500000 Penalty: 4873.031738
	Iteration 6Q: 3 clusters Score -1732374 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1732697.875000 Penalty: 4873.031738
	Iteration 7Q: 3 clusters Score -1732698 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1733040.250000 Penalty: 4873.031738
	Iteration 8Q: 3 clusters Score -1733040 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1733399.125000 Penalty: 4873.031738
	Iteration 9Q: 3 clusters Score -1733399 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1733751.500000 Penalty: 4873.031738
	Iteration 10Q: 3 clusters Score -1733752 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1734092.125000 Penalty: 4873.031738
	Iteration 11Q: 3 clusters Score -1734092 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1734487.000000 Penalty: 4873.031738
	Iteration 12Q: 3 clusters Score -1734487 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1734934.250000 Penalty: 4873.031738
	Iteration 13Q: 3 clusters Score -1734934 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1735413.250000 Penalty: 4873.031738
	Iteration 14Q: 3 clusters Score -1735413 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1735890.875000 Penalty: 4873.031738
	Iteration 15Q: 3 clusters Score -1735891 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1736316.875000 Penalty: 4873.031738
	Iteration 16Q: 3 clusters Score -1736317 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1736661.250000 Penalty: 4873.031738
	Iteration 17Q: 3 clusters Score -1736661 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1736921.250000 Penalty: 4873.031738
	Iteration 18Q: 3 clusters Score -1736921 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1737114.125000 Penalty: 4873.031738
	Iteration 19Q: 3 clusters Score -1737114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1737261.875000 Penalty: 4873.031738
	Iteration 20F: 3 clusters Score -1737262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1737360.125000 Penalty: 4873.031738
	Iteration 21Q: 3 clusters Score -1737360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1737433.375000 Penalty: 4873.031738
	Iteration 22Q: 3 clusters Score -1737433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1737485.875000 Penalty: 4873.031738
	Iteration 23Q: 3 clusters Score -1737486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1737508.875000 Penalty: 4873.031738
	Iteration 24Q: 3 clusters Score -1737509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1737547.000000 Penalty: 4873.031738
	Iteration 25Q: 3 clusters Score -1737547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1737563.375000 Penalty: 4873.031738
	Iteration 26Q: 3 clusters Score -1737563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1737575.750000 Penalty: 4873.031738
	Iteration 27Q: 3 clusters Score -1737576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1737594.250000 Penalty: 4873.031738
	Iteration 28Q: 3 clusters Score -1737594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1737602.625000 Penalty: 4873.031738
	Iteration 29Q: 3 clusters Score -1737603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1737611.500000 Penalty: 4873.031738
	Iteration 30Q: 3 clusters Score -1737612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1737619.250000 Penalty: 4873.031738
	Iteration 31Q: 3 clusters Score -1737619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1737628.000000 Penalty: 4873.031738
	Iteration 32Q: 3 clusters Score -1737628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1737636.000000 Penalty: 4873.031738
	Iteration 33Q: 3 clusters Score -1737636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1737637.000000 Penalty: 4873.031738
	Iteration 34Q: 3 clusters Score -1737637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1737640.375000 Penalty: 4873.031738
	Iteration 35Q: 3 clusters Score -1737640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1737642.000000 Penalty: 4873.031738
	Iteration 36Q: 3 clusters Score -1737642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1737642.000000 Penalty: 4873.031738
	Iteration 37F: 3 clusters Score -1737642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -574562.625000 Penalty: 2145.280518
	Iteration 0F: 2 clusters Score -574562.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -569594.562500 Penalty: 4290.561035
	Iteration 0F: 3 clusters Score -569594.6 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -570823.562500 Penalty: 4290.561035
	Iteration 1F: 3 clusters Score -570823.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -571116.625000 Penalty: 4290.561035
	Iteration 2F: 3 clusters Score -571116.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -571366.937500 Penalty: 4290.561035
	Iteration 3F: 3 clusters Score -571366.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -571594.625000 Penalty: 4290.561035
	Iteration 4F: 3 clusters Score -571594.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -571849.187500 Penalty: 4290.561035
	Iteration 5F: 3 clusters Score -571849.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -572126.000000 Penalty: 4290.561035
	Iteration 6F: 3 clusters Score -572126 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -572389.437500 Penalty: 4290.561035
	Iteration 7F: 3 clusters Score -572389.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -572588.437500 Penalty: 4290.561035
	Iteration 8Q: 3 clusters Score -572588.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -572733.937500 Penalty: 4290.561035
	Iteration 9Q: 3 clusters Score -572733.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -572825.937500 Penalty: 4290.561035
	Iteration 10Q: 3 clusters Score -572825.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -572882.062500 Penalty: 4290.561035
	Iteration 11Q: 3 clusters Score -572882.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -572913.437500 Penalty: 4290.561035
	Iteration 12Q: 3 clusters Score -572913.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -572935.625000 Penalty: 4290.561035
	Iteration 13Q: 3 clusters Score -572935.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -572944.250000 Penalty: 4290.561035
	Iteration 14Q: 3 clusters Score -572944.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -572953.625000 Penalty: 4290.561035
	Iteration 15Q: 3 clusters Score -572953.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -572960.500000 Penalty: 4290.561035
	Iteration 16Q: 3 clusters Score -572960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -572965.562500 Penalty: 4290.561035
	Iteration 17Q: 3 clusters Score -572965.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -572970.875000 Penalty: 4290.561035
	Iteration 18Q: 3 clusters Score -572970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -572973.750000 Penalty: 4290.561035
	Iteration 19Q: 3 clusters Score -572973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -572976.562500 Penalty: 4290.561035
	Iteration 20F: 3 clusters Score -572976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -572978.625000 Penalty: 4290.561035
	Iteration 21Q: 3 clusters Score -572978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -572980.687500 Penalty: 4290.561035
	Iteration 22Q: 3 clusters Score -572980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -572982.312500 Penalty: 4290.561035
	Iteration 23Q: 3 clusters Score -572982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -572984.062500 Penalty: 4290.561035
	Iteration 24Q: 3 clusters Score -572984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -572986.187500 Penalty: 4290.561035
	Iteration 25Q: 3 clusters Score -572986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -572987.312500 Penalty: 4290.561035
	Iteration 26Q: 3 clusters Score -572987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -572987.312500 Penalty: 4290.561035
	Iteration 27F: 3 clusters Score -572987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -680410.562500 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -680410.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -674784.750000 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -674784.8 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -676253.812500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -676253.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -676528.125000 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -676528.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -676692.250000 Penalty: 4378.351074
	Iteration 3Q: 3 clusters Score -676692.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -676807.187500 Penalty: 4378.351074
	Iteration 4Q: 3 clusters Score -676807.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -676888.687500 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -676888.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -676963.875000 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -676963.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -677025.750000 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -677025.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -677096.937500 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -677096.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -677159.500000 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -677159.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -677222.625000 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -677222.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -677287.062500 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -677287.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -677349.687500 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -677349.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -677416.500000 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -677416.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -677486.187500 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -677486.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -677569.375000 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -677569.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -677645.812500 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -677645.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -677717.062500 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -677717.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -677788.250000 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -677788.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -677860.062500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -677860.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -677937.875000 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -677937.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -678015.375000 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -678015.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -678079.750000 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -678079.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -678141.187500 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -678141.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -678191.125000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -678191.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -678230.937500 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -678230.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -678272.625000 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -678272.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -678309.125000 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -678309.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -678333.312500 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -678333.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -678352.875000 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -678352.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -678368.750000 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -678368.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -678394.437500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -678394.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -678410.687500 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -678410.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -678434.937500 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -678434.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -678452.812500 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -678452.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -678465.312500 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -678465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -678476.125000 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -678476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -678485.812500 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -678485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -678494.375000 Penalty: 4378.351074
	Iteration 38Q: 3 clusters Score -678494.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -678503.187500 Penalty: 4378.351074
	Iteration 39Q: 3 clusters Score -678503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -678512.437500 Penalty: 4378.351074
	Iteration 40F: 3 clusters Score -678512.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -678520.375000 Penalty: 4378.351074
	Iteration 41Q: 3 clusters Score -678520.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -678529.687500 Penalty: 4378.351074
	Iteration 42Q: 3 clusters Score -678529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -678531.250000 Penalty: 4378.351074
	Iteration 43Q: 3 clusters Score -678531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -678532.562500 Penalty: 4378.351074
	Iteration 44Q: 3 clusters Score -678532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -678533.750000 Penalty: 4378.351074
	Iteration 45Q: 3 clusters Score -678533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -678533.187500 Penalty: 4378.351074
	Iteration 46Q: 3 clusters Score -678533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -678533.187500 Penalty: 4378.351074
	Iteration 47F: 3 clusters Score -678533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -449707.156250 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -449707.2 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 2407 members 
Entering Unmasked Estep 
Score: -445250.781250 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -445250.8 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -446280.125000 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -446280.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -446554.531250 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -446554.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -446767.750000 Penalty: 4207.473145
	Iteration 3F: 3 clusters Score -446767.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -447010.156250 Penalty: 4207.473145
	Iteration 4F: 3 clusters Score -447010.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -447281.718750 Penalty: 4207.473145
	Iteration 5F: 3 clusters Score -447281.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -447535.343750 Penalty: 4207.473145
	Iteration 6F: 3 clusters Score -447535.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -447765.062500 Penalty: 4207.473145
	Iteration 7Q: 3 clusters Score -447765.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -447945.218750 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -447945.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -448092.625000 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -448092.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -448219.687500 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -448219.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -448373.281250 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -448373.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -448511.500000 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -448511.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -448643.781250 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -448643.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -448759.687500 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -448759.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -448834.906250 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -448834.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -448891.156250 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -448891.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -448932.343750 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -448932.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -448959.281250 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -448959.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -448975.218750 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -448975.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -448990.718750 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -448990.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -449009.281250 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -449009.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -449017.968750 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -449018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -449022.593750 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -449022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -449025.218750 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -449025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -449030.750000 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -449030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -449034.593750 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -449034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -449039.031250 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -449039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -449042.781250 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -449042.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -449048.281250 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -449048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -449050.375000 Penalty: 4207.473145
	Iteration 30Q: 3 clusters Score -449050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -449051.156250 Penalty: 4207.473145
	Iteration 31Q: 3 clusters Score -449051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -449052.687500 Penalty: 4207.473145
	Iteration 32Q: 3 clusters Score -449052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -449054.562500 Penalty: 4207.473145
	Iteration 33Q: 3 clusters Score -449054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -449055.156250 Penalty: 4207.473145
	Iteration 34Q: 3 clusters Score -449055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -449055.093750 Penalty: 4207.473145
	Iteration 35Q: 3 clusters Score -449055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -449056.468750 Penalty: 4207.473145
	Iteration 36Q: 3 clusters Score -449056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -449056.968750 Penalty: 4207.473145
	Iteration 37Q: 3 clusters Score -449057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -449056.531250 Penalty: 4207.473145
	Iteration 38Q: 3 clusters Score -449056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -449057.000000 Penalty: 4207.473145
	Iteration 39Q: 3 clusters Score -449057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -449058.625000 Penalty: 4207.473145
	Iteration 40F: 3 clusters Score -449058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -449059.312500 Penalty: 4207.473145
	Iteration 41Q: 3 clusters Score -449059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -449059.906250 Penalty: 4207.473145
	Iteration 42Q: 3 clusters Score -449059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -449059.906250 Penalty: 4207.473145
	Iteration 43F: 3 clusters Score -449059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -163920.906250 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -163920.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -161387.984375 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -161388 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161850.281250 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -161850.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161991.343750 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -161991.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -162061.687500 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -162061.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -162110.078125 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -162110.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162147.015625 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -162147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162170.671875 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -162170.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -162195.546875 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -162195.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -162225.265625 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -162225.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162266.578125 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -162266.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -162310.734375 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -162310.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -162364.140625 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -162364.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -162401.093750 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -162401.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -162433.687500 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -162433.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -162467.390625 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -162467.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162487.937500 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -162487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -162503.125000 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -162503.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -162519.859375 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -162519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -162531.609375 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -162531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162537.734375 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -162537.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -162544.984375 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -162545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -162551.078125 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -162551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -162555.359375 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -162555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162560.937500 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -162560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -162564.468750 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -162564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162567.078125 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -162567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -162569.109375 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -162569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162572.625000 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -162572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162578.171875 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -162578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -162585.703125 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -162585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -162591.437500 Penalty: 3721.084473
	Iteration 30Q: 3 clusters Score -162591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -162597.531250 Penalty: 3721.084473
	Iteration 31Q: 3 clusters Score -162597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -162601.984375 Penalty: 3721.084473
	Iteration 32Q: 3 clusters Score -162602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -162604.109375 Penalty: 3721.084473
	Iteration 33Q: 3 clusters Score -162604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -162608.343750 Penalty: 3721.084473
	Iteration 34Q: 3 clusters Score -162608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -162613.984375 Penalty: 3721.084473
	Iteration 35Q: 3 clusters Score -162614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -162618.734375 Penalty: 3721.084473
	Iteration 36Q: 3 clusters Score -162618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162626.375000 Penalty: 3721.084473
	Iteration 37Q: 3 clusters Score -162626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162634.015625 Penalty: 3721.084473
	Iteration 38Q: 3 clusters Score -162634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162637.406250 Penalty: 3721.084473
	Iteration 39Q: 3 clusters Score -162637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162639.218750 Penalty: 3721.084473
	Iteration 40F: 3 clusters Score -162639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162642.890625 Penalty: 3721.084473
	Iteration 41Q: 3 clusters Score -162642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -162649.687500 Penalty: 3721.084473
	Iteration 42Q: 3 clusters Score -162649.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162661.031250 Penalty: 3721.084473
	Iteration 43Q: 3 clusters Score -162661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -162667.078125 Penalty: 3721.084473
	Iteration 44Q: 3 clusters Score -162667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -162667.078125 Penalty: 3721.084473
	Iteration 45F: 3 clusters Score -162667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Entering Unmasked Estep 
Score: -5831058.000000 Penalty: 2720.309814
	Iteration 0F: 2 clusters Score -5831058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5792042.000000 Penalty: 5440.619629
	Iteration 0F: 3 clusters Score -5792042 nChanged 27036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -5806877.500000 Penalty: 5440.619629
	Iteration 1F: 3 clusters Score -5806878 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5807936.500000 Penalty: 5440.619629
	Iteration 2Q: 3 clusters Score -5807936 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5809459.500000 Penalty: 5440.619629
	Iteration 3F: 3 clusters Score -5809460 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -5811460.500000 Penalty: 5440.619629
	Iteration 4F: 3 clusters Score -5811460 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -5814089.000000 Penalty: 5440.619629
	Iteration 5F: 3 clusters Score -5814089 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5816718.500000 Penalty: 5440.619629
	Iteration 6F: 3 clusters Score -5816718 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5818838.500000 Penalty: 5440.619629
	Iteration 7F: 3 clusters Score -5818838 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -5820253.500000 Penalty: 5440.619629
	Iteration 8F: 3 clusters Score -5820254 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -5821305.500000 Penalty: 5440.619629
	Iteration 9Q: 3 clusters Score -5821306 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5822444.000000 Penalty: 5440.619629
	Iteration 10Q: 3 clusters Score -5822444 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -5823619.500000 Penalty: 5440.619629
	Iteration 11Q: 3 clusters Score -5823620 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5824437.500000 Penalty: 5440.619629
	Iteration 12Q: 3 clusters Score -5824438 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -5824778.000000 Penalty: 5440.619629
	Iteration 13Q: 3 clusters Score -5824778 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -5824897.000000 Penalty: 5440.619629
	Iteration 14Q: 3 clusters Score -5824897 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5824980.500000 Penalty: 5440.619629
	Iteration 15Q: 3 clusters Score -5824980 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5825037.000000 Penalty: 5440.619629
	Iteration 16Q: 3 clusters Score -5825037 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5825043.000000 Penalty: 5440.619629
	Iteration 17Q: 3 clusters Score -5825043 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5825063.000000 Penalty: 5440.619629
	Iteration 18Q: 3 clusters Score -5825063 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5825048.000000 Penalty: 5440.619629
	Iteration 19Q: 3 clusters Score -5825048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5825044.500000 Penalty: 5440.619629
	Iteration 20F: 3 clusters Score -5825044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5825064.000000 Penalty: 5440.619629
	Iteration 21Q: 3 clusters Score -5825064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -5825089.500000 Penalty: 5440.619629
	Iteration 22Q: 3 clusters Score -5825090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5825070.500000 Penalty: 5440.619629
	Iteration 23Q: 3 clusters Score -5825070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -5825087.000000 Penalty: 5440.619629
	Iteration 24Q: 3 clusters Score -5825087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5825084.500000 Penalty: 5440.619629
	Iteration 25Q: 3 clusters Score -5825084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5825099.500000 Penalty: 5440.619629
	Iteration 26Q: 3 clusters Score -5825100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5825101.500000 Penalty: 5440.619629
	Iteration 27Q: 3 clusters Score -5825102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -5825102.000000 Penalty: 5440.619629
	Iteration 28Q: 3 clusters Score -5825102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5825100.000000 Penalty: 5440.619629
	Iteration 29Q: 3 clusters Score -5825100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5825099.500000 Penalty: 5440.619629
	Iteration 30Q: 3 clusters Score -5825100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5825100.500000 Penalty: 5440.619629
	Iteration 31Q: 3 clusters Score -5825100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5825107.500000 Penalty: 5440.619629
	Iteration 32Q: 3 clusters Score -5825108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -5825104.000000 Penalty: 5440.619629
	Iteration 33Q: 3 clusters Score -5825104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5825099.000000 Penalty: 5440.619629
	Iteration 34Q: 3 clusters Score -5825099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5825095.000000 Penalty: 5440.619629
	Iteration 35Q: 3 clusters Score -5825095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5825101.500000 Penalty: 5440.619629
	Iteration 36Q: 3 clusters Score -5825102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5825112.000000 Penalty: 5440.619629
	Iteration 37Q: 3 clusters Score -5825112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -5825119.000000 Penalty: 5440.619629
	Iteration 38Q: 3 clusters Score -5825119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -5825132.000000 Penalty: 5440.619629
	Iteration 39Q: 3 clusters Score -5825132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5825125.000000 Penalty: 5440.619629
	Iteration 40F: 3 clusters Score -5825125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5825126.500000 Penalty: 5440.619629
	Iteration 41Q: 3 clusters Score -5825126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -5825122.500000 Penalty: 5440.619629
	Iteration 42Q: 3 clusters Score -5825122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -5825120.000000 Penalty: 5440.619629
	Iteration 43Q: 3 clusters Score -5825120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5825124.500000 Penalty: 5440.619629
	Iteration 44Q: 3 clusters Score -5825124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5825122.000000 Penalty: 5440.619629
	Iteration 45Q: 3 clusters Score -5825122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5825118.500000 Penalty: 5440.619629
	Iteration 46Q: 3 clusters Score -5825118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5825129.500000 Penalty: 5440.619629
	Iteration 47Q: 3 clusters Score -5825130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -5825131.500000 Penalty: 5440.619629
	Iteration 48Q: 3 clusters Score -5825132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5825131.000000 Penalty: 5440.619629
	Iteration 49Q: 3 clusters Score -5825131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -5825136.000000 Penalty: 5440.619629
	Iteration 50Q: 3 clusters Score -5825136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5825131 nChanged 3
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	Iteration 55Q: 3 clusters Score -5825127 nChanged 8
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	Iteration 56Q: 3 clusters Score -5825134 nChanged 7
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	Iteration 57Q: 3 clusters Score -5825128 nChanged 8
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	Iteration 58Q: 3 clusters Score -5825121 nChanged 8
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	Iteration 59Q: 3 clusters Score -5825118 nChanged 8
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	Iteration 60F: 3 clusters Score -5825121 nChanged 5
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	Iteration 61Q: 3 clusters Score -5825121 nChanged 7
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	Iteration 62Q: 3 clusters Score -5825134 nChanged 8
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	Iteration 63Q: 3 clusters Score -5825134 nChanged 7
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	Iteration 64Q: 3 clusters Score -5825140 nChanged 9
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	Iteration 65Q: 3 clusters Score -5825134 nChanged 8
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	Iteration 66Q: 3 clusters Score -5825134 nChanged 4
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	Iteration 67Q: 3 clusters Score -5825134 nChanged 7
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	Iteration 68Q: 3 clusters Score -5825128 nChanged 6
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	Iteration 69Q: 3 clusters Score -5825135 nChanged 6
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	Iteration 71Q: 3 clusters Score -5825129 nChanged 8
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	Iteration 72Q: 3 clusters Score -5825144 nChanged 10
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	Iteration 74Q: 3 clusters Score -5825138 nChanged 11
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	Iteration 75Q: 3 clusters Score -5825134 nChanged 8
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	Iteration 76Q: 3 clusters Score -5825134 nChanged 10
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	Iteration 77Q: 3 clusters Score -5825136 nChanged 15
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	Iteration 79Q: 3 clusters Score -5825133 nChanged 6
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	Iteration 80F: 3 clusters Score -5825132 nChanged 8
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	Iteration 83Q: 3 clusters Score -5825142 nChanged 9
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	Iteration 90Q: 3 clusters Score -5825162 nChanged 7
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	Iteration 93Q: 3 clusters Score -5825147 nChanged 9
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	Iteration 113Q: 3 clusters Score -5825162 nChanged 12
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	Iteration 114Q: 3 clusters Score -5825164 nChanged 8
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	Iteration 119Q: 3 clusters Score -5825162 nChanged 11
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	Iteration 121Q: 3 clusters Score -5825148 nChanged 14
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	Iteration 122Q: 3 clusters Score -5825148 nChanged 17
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	Iteration 124Q: 3 clusters Score -5825152 nChanged 16
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	Iteration 125Q: 3 clusters Score -5825146 nChanged 20
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	Iteration 126Q: 3 clusters Score -5825140 nChanged 27
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	Iteration 127Q: 3 clusters Score -5825140 nChanged 33
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	Iteration 129Q: 3 clusters Score -5825150 nChanged 24
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	Iteration 130Q: 3 clusters Score -5825160 nChanged 27
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	Iteration 131Q: 3 clusters Score -5825150 nChanged 30
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	Iteration 132Q: 3 clusters Score -5825148 nChanged 34
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	Iteration 133Q: 3 clusters Score -5825156 nChanged 40
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	Iteration 134Q: 3 clusters Score -5825166 nChanged 40
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	Iteration 135Q: 3 clusters Score -5825170 nChanged 32
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	Iteration 136Q: 3 clusters Score -5825174 nChanged 38
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	Iteration 137Q: 3 clusters Score -5825170 nChanged 49
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	Iteration 140F: 3 clusters Score -5825164 nChanged 55
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	Iteration 142Q: 3 clusters Score -5825170 nChanged 54
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	Iteration 143Q: 3 clusters Score -5825176 nChanged 51
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Mstep: Class 1 contains 34932 members 
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	Iteration 198Q: 3 clusters Score -5829188 nChanged 138
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	Iteration 200F: 3 clusters Score -5829256 nChanged 114
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	Iteration 206Q: 3 clusters Score -5829380 nChanged 66
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	Iteration 207Q: 3 clusters Score -5829402 nChanged 56
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	Iteration 213Q: 3 clusters Score -5829436 nChanged 39
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	Iteration 214Q: 3 clusters Score -5829446 nChanged 36
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5829462 nChanged 39
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	Iteration 224Q: 3 clusters Score -5829520 nChanged 18
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	Iteration 227Q: 3 clusters Score -5829532 nChanged 8
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	Iteration 230Q: 3 clusters Score -5829534 nChanged 8
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	Iteration 231Q: 3 clusters Score -5829526 nChanged 13
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	Iteration 234Q: 3 clusters Score -5829546 nChanged 7
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Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5829543.500000 Penalty: 5440.619629
	Iteration 237Q: 3 clusters Score -5829544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5829542.000000 Penalty: 5440.619629
	Iteration 238Q: 3 clusters Score -5829542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5829539.500000 Penalty: 5440.619629
	Iteration 239Q: 3 clusters Score -5829540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5829545.500000 Penalty: 5440.619629
	Iteration 240F: 3 clusters Score -5829546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5829541.500000 Penalty: 5440.619629
	Iteration 241Q: 3 clusters Score -5829542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5829541.500000 Penalty: 5440.619629
	Iteration 242F: 3 clusters Score -5829542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -659961.250000 Penalty: 2187.643311
	Iteration 0F: 2 clusters Score -659961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -654324.375000 Penalty: 4375.286621
	Iteration 0F: 3 clusters Score -654324.4 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -655834.062500 Penalty: 4375.286621
	Iteration 1F: 3 clusters Score -655834.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -656117.687500 Penalty: 4375.286621
	Iteration 2F: 3 clusters Score -656117.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -656325.625000 Penalty: 4375.286621
	Iteration 3F: 3 clusters Score -656325.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -656492.000000 Penalty: 4375.286621
	Iteration 4Q: 3 clusters Score -656492 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -656649.062500 Penalty: 4375.286621
	Iteration 5Q: 3 clusters Score -656649.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -656801.375000 Penalty: 4375.286621
	Iteration 6Q: 3 clusters Score -656801.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -656941.562500 Penalty: 4375.286621
	Iteration 7Q: 3 clusters Score -656941.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -657085.812500 Penalty: 4375.286621
	Iteration 8Q: 3 clusters Score -657085.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -657232.062500 Penalty: 4375.286621
	Iteration 9Q: 3 clusters Score -657232.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -657381.562500 Penalty: 4375.286621
	Iteration 10Q: 3 clusters Score -657381.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -657525.437500 Penalty: 4375.286621
	Iteration 11Q: 3 clusters Score -657525.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -657690.125000 Penalty: 4375.286621
	Iteration 12Q: 3 clusters Score -657690.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -657868.625000 Penalty: 4375.286621
	Iteration 13Q: 3 clusters Score -657868.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -658011.500000 Penalty: 4375.286621
	Iteration 14Q: 3 clusters Score -658011.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -658122.000000 Penalty: 4375.286621
	Iteration 15Q: 3 clusters Score -658122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -658186.312500 Penalty: 4375.286621
	Iteration 16Q: 3 clusters Score -658186.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -658214.937500 Penalty: 4375.286621
	Iteration 17Q: 3 clusters Score -658214.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -658236.250000 Penalty: 4375.286621
	Iteration 18Q: 3 clusters Score -658236.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -658245.875000 Penalty: 4375.286621
	Iteration 19Q: 3 clusters Score -658245.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -658262.062500 Penalty: 4375.286621
	Iteration 20F: 3 clusters Score -658262.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -658280.437500 Penalty: 4375.286621
	Iteration 21Q: 3 clusters Score -658280.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -658299.750000 Penalty: 4375.286621
	Iteration 22Q: 3 clusters Score -658299.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -658321.500000 Penalty: 4375.286621
	Iteration 23Q: 3 clusters Score -658321.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -658347.687500 Penalty: 4375.286621
	Iteration 24Q: 3 clusters Score -658347.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -658371.937500 Penalty: 4375.286621
	Iteration 25Q: 3 clusters Score -658371.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -658382.125000 Penalty: 4375.286621
	Iteration 26Q: 3 clusters Score -658382.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -658387.000000 Penalty: 4375.286621
	Iteration 27Q: 3 clusters Score -658387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -658391.875000 Penalty: 4375.286621
	Iteration 28Q: 3 clusters Score -658391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -658396.500000 Penalty: 4375.286621
	Iteration 29Q: 3 clusters Score -658396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -658399.812500 Penalty: 4375.286621
	Iteration 30Q: 3 clusters Score -658399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -658399.875000 Penalty: 4375.286621
	Iteration 31Q: 3 clusters Score -658399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -658399.875000 Penalty: 4375.286621
	Iteration 32F: 3 clusters Score -658399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -111522.273438 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -111522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -109377.531250 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -109377.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109811.218750 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -109811.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109977.078125 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -109977.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110083.312500 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -110083.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110162.828125 Penalty: 3573.258057
	Iteration 4Q: 3 clusters Score -110162.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110210.156250 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -110210.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -110247.914062 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -110247.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110299.664062 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -110299.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -110362.945312 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -110362.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -110450.390625 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -110450.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -110584.695312 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -110584.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -110712.968750 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -110713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -110812.992188 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -110813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110882.820312 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -110882.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -110950.453125 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -110950.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -111012.289062 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -111012.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -111045.531250 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -111045.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -111076.093750 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -111076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -111113.007812 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -111113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -111135.843750 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -111135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111149.609375 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -111149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -111167.992188 Penalty: 3573.258057
	Iteration 21Q: 3 clusters Score -111168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111184.656250 Penalty: 3573.258057
	Iteration 22Q: 3 clusters Score -111184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111192.929688 Penalty: 3573.258057
	Iteration 23Q: 3 clusters Score -111192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -111197.679688 Penalty: 3573.258057
	Iteration 24Q: 3 clusters Score -111197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111199.726562 Penalty: 3573.258057
	Iteration 25Q: 3 clusters Score -111199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -111201.921875 Penalty: 3573.258057
	Iteration 26Q: 3 clusters Score -111201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -111204.320312 Penalty: 3573.258057
	Iteration 27Q: 3 clusters Score -111204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -111211.289062 Penalty: 3573.258057
	Iteration 28Q: 3 clusters Score -111211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -111222.359375 Penalty: 3573.258057
	Iteration 29Q: 3 clusters Score -111222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -111244.851562 Penalty: 3573.258057
	Iteration 30Q: 3 clusters Score -111244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -111261.500000 Penalty: 3573.258057
	Iteration 31Q: 3 clusters Score -111261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111276.609375 Penalty: 3573.258057
	Iteration 32Q: 3 clusters Score -111276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -111279.046875 Penalty: 3573.258057
	Iteration 33Q: 3 clusters Score -111279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111280.859375 Penalty: 3573.258057
	Iteration 34Q: 3 clusters Score -111280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -111284.601562 Penalty: 3573.258057
	Iteration 35Q: 3 clusters Score -111284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -111285.312500 Penalty: 3573.258057
	Iteration 36Q: 3 clusters Score -111285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -111285.312500 Penalty: 3573.258057
	Iteration 37F: 3 clusters Score -111285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -632774.187500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -632774.2 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 3593 members 
Entering Unmasked Estep 
Score: -627027.562500 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -627027.6 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -628977.625000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -628977.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -629714.875000 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -629714.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -630403.437500 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -630403.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -630986.750000 Penalty: 4393.962402
	Iteration 4F: 3 clusters Score -630986.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -631378.062500 Penalty: 4393.962402
	Iteration 5F: 3 clusters Score -631378.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -631643.875000 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -631643.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -631815.937500 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -631815.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -631918.187500 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -631918.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -631965.625000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -631965.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -631995.000000 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -631995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -632022.250000 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -632022.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -632044.562500 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -632044.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -632064.375000 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -632064.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -632074.312500 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -632074.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -632084.687500 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -632084.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -632094.062500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -632094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -632102.312500 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -632102.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -632111.062500 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -632111.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -632118.625000 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -632118.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -632120.125000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -632120.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -632124.312500 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -632124.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -632127.375000 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -632127.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -632133.312500 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -632133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -632134.187500 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -632134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -632136.875000 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -632136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -632137.812500 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -632137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -632137.812500 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -632137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -632137.812500 Penalty: 4393.962402
	Iteration 28F: 3 clusters Score -632137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Entering Unmasked Estep 
Score: -1034688.312500 Penalty: 2316.158447
	Iteration 0F: 2 clusters Score -1034688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1026133.937500 Penalty: 4632.316895
	Iteration 0F: 3 clusters Score -1026134 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1028765.562500 Penalty: 4632.316895
	Iteration 1F: 3 clusters Score -1028766 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1029209.437500 Penalty: 4632.316895
	Iteration 2F: 3 clusters Score -1029209 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1029629.562500 Penalty: 4632.316895
	Iteration 3F: 3 clusters Score -1029630 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1030151.562500 Penalty: 4632.316895
	Iteration 4F: 3 clusters Score -1030152 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1030702.875000 Penalty: 4632.316895
	Iteration 5F: 3 clusters Score -1030703 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1031208.437500 Penalty: 4632.316895
	Iteration 6F: 3 clusters Score -1031208 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1031649.125000 Penalty: 4632.316895
	Iteration 7F: 3 clusters Score -1031649 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1032000.625000 Penalty: 4632.316895
	Iteration 8Q: 3 clusters Score -1032001 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1032282.875000 Penalty: 4632.316895
	Iteration 9Q: 3 clusters Score -1032283 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1032491.562500 Penalty: 4632.316895
	Iteration 10Q: 3 clusters Score -1032492 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1032668.437500 Penalty: 4632.316895
	Iteration 11Q: 3 clusters Score -1032668 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1032797.125000 Penalty: 4632.316895
	Iteration 12Q: 3 clusters Score -1032797 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1032870.187500 Penalty: 4632.316895
	Iteration 13Q: 3 clusters Score -1032870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1032926.812500 Penalty: 4632.316895
	Iteration 14Q: 3 clusters Score -1032927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1032973.937500 Penalty: 4632.316895
	Iteration 15Q: 3 clusters Score -1032974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1033006.187500 Penalty: 4632.316895
	Iteration 16Q: 3 clusters Score -1033006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1033032.562500 Penalty: 4632.316895
	Iteration 17Q: 3 clusters Score -1033033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1033047.687500 Penalty: 4632.316895
	Iteration 18Q: 3 clusters Score -1033048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1033059.562500 Penalty: 4632.316895
	Iteration 19Q: 3 clusters Score -1033060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1033070.500000 Penalty: 4632.316895
	Iteration 20F: 3 clusters Score -1033070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1033078.500000 Penalty: 4632.316895
	Iteration 21Q: 3 clusters Score -1033078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1033087.875000 Penalty: 4632.316895
	Iteration 22Q: 3 clusters Score -1033088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1033091.000000 Penalty: 4632.316895
	Iteration 23Q: 3 clusters Score -1033091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1033094.312500 Penalty: 4632.316895
	Iteration 24Q: 3 clusters Score -1033094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1033098.312500 Penalty: 4632.316895
	Iteration 25Q: 3 clusters Score -1033098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1033100.875000 Penalty: 4632.316895
	Iteration 26Q: 3 clusters Score -1033101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1033105.687500 Penalty: 4632.316895
	Iteration 27Q: 3 clusters Score -1033106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1033107.312500 Penalty: 4632.316895
	Iteration 28Q: 3 clusters Score -1033107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1033112.187500 Penalty: 4632.316895
	Iteration 29Q: 3 clusters Score -1033112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1033116.125000 Penalty: 4632.316895
	Iteration 30Q: 3 clusters Score -1033116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1033117.937500 Penalty: 4632.316895
	Iteration 31Q: 3 clusters Score -1033118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1033124.500000 Penalty: 4632.316895
	Iteration 32Q: 3 clusters Score -1033124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1033125.812500 Penalty: 4632.316895
	Iteration 33Q: 3 clusters Score -1033126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1033128.187500 Penalty: 4632.316895
	Iteration 34Q: 3 clusters Score -1033128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1033129.875000 Penalty: 4632.316895
	Iteration 35Q: 3 clusters Score -1033130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1033131.312500 Penalty: 4632.316895
	Iteration 36Q: 3 clusters Score -1033131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1033134.625000 Penalty: 4632.316895
	Iteration 37Q: 3 clusters Score -1033135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1033137.062500 Penalty: 4632.316895
	Iteration 38Q: 3 clusters Score -1033137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1033138.562500 Penalty: 4632.316895
	Iteration 39Q: 3 clusters Score -1033139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1033143.687500 Penalty: 4632.316895
	Iteration 40F: 3 clusters Score -1033144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1033144.125000 Penalty: 4632.316895
	Iteration 41Q: 3 clusters Score -1033144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1033149.562500 Penalty: 4632.316895
	Iteration 42Q: 3 clusters Score -1033150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1033158.250000 Penalty: 4632.316895
	Iteration 43Q: 3 clusters Score -1033158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1033163.250000 Penalty: 4632.316895
	Iteration 44Q: 3 clusters Score -1033163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1033168.625000 Penalty: 4632.316895
	Iteration 45Q: 3 clusters Score -1033169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1033174.437500 Penalty: 4632.316895
	Iteration 46Q: 3 clusters Score -1033174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1033180.250000 Penalty: 4632.316895
	Iteration 47Q: 3 clusters Score -1033180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1033188.062500 Penalty: 4632.316895
	Iteration 48Q: 3 clusters Score -1033188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1033196.687500 Penalty: 4632.316895
	Iteration 49Q: 3 clusters Score -1033197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1033203.562500 Penalty: 4632.316895
	Iteration 50Q: 3 clusters Score -1033204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1033210.312500 Penalty: 4632.316895
	Iteration 51Q: 3 clusters Score -1033210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1033220.812500 Penalty: 4632.316895
	Iteration 52Q: 3 clusters Score -1033221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1033222.937500 Penalty: 4632.316895
	Iteration 53Q: 3 clusters Score -1033223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1033229.437500 Penalty: 4632.316895
	Iteration 54Q: 3 clusters Score -1033229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1033236.375000 Penalty: 4632.316895
	Iteration 55Q: 3 clusters Score -1033236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1033241.250000 Penalty: 4632.316895
	Iteration 56Q: 3 clusters Score -1033241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1033248.875000 Penalty: 4632.316895
	Iteration 57Q: 3 clusters Score -1033249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1033259.312500 Penalty: 4632.316895
	Iteration 58Q: 3 clusters Score -1033259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1033262.000000 Penalty: 4632.316895
	Iteration 59Q: 3 clusters Score -1033262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1033269.000000 Penalty: 4632.316895
	Iteration 60F: 3 clusters Score -1033269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1033271.562500 Penalty: 4632.316895
	Iteration 61Q: 3 clusters Score -1033272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1033281.187500 Penalty: 4632.316895
	Iteration 62Q: 3 clusters Score -1033281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1033286.875000 Penalty: 4632.316895
	Iteration 63Q: 3 clusters Score -1033287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1033288.375000 Penalty: 4632.316895
	Iteration 64Q: 3 clusters Score -1033288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1033289.750000 Penalty: 4632.316895
	Iteration 65Q: 3 clusters Score -1033290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1033292.625000 Penalty: 4632.316895
	Iteration 66Q: 3 clusters Score -1033293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1033293.875000 Penalty: 4632.316895
	Iteration 67Q: 3 clusters Score -1033294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1033294.750000 Penalty: 4632.316895
	Iteration 68Q: 3 clusters Score -1033295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1033295.312500 Penalty: 4632.316895
	Iteration 69Q: 3 clusters Score -1033295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1033298.312500 Penalty: 4632.316895
	Iteration 70Q: 3 clusters Score -1033298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1033297.375000 Penalty: 4632.316895
	Iteration 71Q: 3 clusters Score -1033297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1033298.750000 Penalty: 4632.316895
	Iteration 72Q: 3 clusters Score -1033299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1033297.750000 Penalty: 4632.316895
	Iteration 73Q: 3 clusters Score -1033298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1033299.687500 Penalty: 4632.316895
	Iteration 74Q: 3 clusters Score -1033300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1033302.000000 Penalty: 4632.316895
	Iteration 75Q: 3 clusters Score -1033302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1033302.000000 Penalty: 4632.316895
	Iteration 76Q: 3 clusters Score -1033302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1033305.625000 Penalty: 4632.316895
	Iteration 77Q: 3 clusters Score -1033306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1033305.312500 Penalty: 4632.316895
	Iteration 78Q: 3 clusters Score -1033305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1033306.750000 Penalty: 4632.316895
	Iteration 79Q: 3 clusters Score -1033307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1033306.437500 Penalty: 4632.316895
	Iteration 80F: 3 clusters Score -1033306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1033306.875000 Penalty: 4632.316895
	Iteration 81Q: 3 clusters Score -1033307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1033304.500000 Penalty: 4632.316895
	Iteration 82Q: 3 clusters Score -1033304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1033307.875000 Penalty: 4632.316895
	Iteration 83Q: 3 clusters Score -1033308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1033306.875000 Penalty: 4632.316895
	Iteration 84Q: 3 clusters Score -1033307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1033309.125000 Penalty: 4632.316895
	Iteration 85Q: 3 clusters Score -1033309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1033309.562500 Penalty: 4632.316895
	Iteration 86Q: 3 clusters Score -1033310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1033308.562500 Penalty: 4632.316895
	Iteration 87Q: 3 clusters Score -1033309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1033309.875000 Penalty: 4632.316895
	Iteration 88Q: 3 clusters Score -1033310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1033311.250000 Penalty: 4632.316895
	Iteration 89Q: 3 clusters Score -1033311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1033310.562500 Penalty: 4632.316895
	Iteration 90Q: 3 clusters Score -1033311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1033310.562500 Penalty: 4632.316895
	Iteration 91Q: 3 clusters Score -1033311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1033311.750000 Penalty: 4632.316895
	Iteration 92Q: 3 clusters Score -1033312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1033313.750000 Penalty: 4632.316895
	Iteration 93Q: 3 clusters Score -1033314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1033314.312500 Penalty: 4632.316895
	Iteration 94Q: 3 clusters Score -1033314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1033311.562500 Penalty: 4632.316895
	Iteration 95Q: 3 clusters Score -1033312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1033311.687500 Penalty: 4632.316895
	Iteration 96Q: 3 clusters Score -1033312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1033312.125000 Penalty: 4632.316895
	Iteration 97Q: 3 clusters Score -1033312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1033314.562500 Penalty: 4632.316895
	Iteration 98Q: 3 clusters Score -1033315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1033315.000000 Penalty: 4632.316895
	Iteration 99Q: 3 clusters Score -1033315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1033313.750000 Penalty: 4632.316895
	Iteration 100F: 3 clusters Score -1033314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1033315.625000 Penalty: 4632.316895
	Iteration 101Q: 3 clusters Score -1033316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1033316.937500 Penalty: 4632.316895
	Iteration 102Q: 3 clusters Score -1033317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1033319.000000 Penalty: 4632.316895
	Iteration 103Q: 3 clusters Score -1033319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1033320.562500 Penalty: 4632.316895
	Iteration 104Q: 3 clusters Score -1033321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1033322.687500 Penalty: 4632.316895
	Iteration 105Q: 3 clusters Score -1033323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1033324.937500 Penalty: 4632.316895
	Iteration 106Q: 3 clusters Score -1033325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1033328.375000 Penalty: 4632.316895
	Iteration 107Q: 3 clusters Score -1033328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1033326.250000 Penalty: 4632.316895
	Iteration 108Q: 3 clusters Score -1033326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1033331.125000 Penalty: 4632.316895
	Iteration 109Q: 3 clusters Score -1033331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1033334.312500 Penalty: 4632.316895
	Iteration 110Q: 3 clusters Score -1033334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1033335.187500 Penalty: 4632.316895
	Iteration 111Q: 3 clusters Score -1033335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1033336.312500 Penalty: 4632.316895
	Iteration 112Q: 3 clusters Score -1033336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1033334.562500 Penalty: 4632.316895
	Iteration 113Q: 3 clusters Score -1033335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1033335.437500 Penalty: 4632.316895
	Iteration 114Q: 3 clusters Score -1033335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1033335.437500 Penalty: 4632.316895
	Iteration 115Q: 3 clusters Score -1033335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1033335.437500 Penalty: 4632.316895
	Iteration 116F: 3 clusters Score -1033335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -1028224.312500 Penalty: 2287.636963
	Iteration 0F: 2 clusters Score -1028224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1020442.562500 Penalty: 4575.273926
	Iteration 0F: 3 clusters Score -1020443 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1022653.875000 Penalty: 4575.273926
	Iteration 1F: 3 clusters Score -1022654 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1023017.000000 Penalty: 4575.273926
	Iteration 2F: 3 clusters Score -1023017 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1023423.437500 Penalty: 4575.273926
	Iteration 3F: 3 clusters Score -1023423 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1024010.562500 Penalty: 4575.273926
	Iteration 4F: 3 clusters Score -1024011 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1024840.562500 Penalty: 4575.273926
	Iteration 5F: 3 clusters Score -1024841 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1025623.375000 Penalty: 4575.273926
	Iteration 6F: 3 clusters Score -1025623 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1026212.375000 Penalty: 4575.273926
	Iteration 7F: 3 clusters Score -1026212 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1026550.500000 Penalty: 4575.273926
	Iteration 8Q: 3 clusters Score -1026550 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1026724.750000 Penalty: 4575.273926
	Iteration 9Q: 3 clusters Score -1026725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1026806.875000 Penalty: 4575.273926
	Iteration 10Q: 3 clusters Score -1026807 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1026849.750000 Penalty: 4575.273926
	Iteration 11Q: 3 clusters Score -1026850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1026877.000000 Penalty: 4575.273926
	Iteration 12Q: 3 clusters Score -1026877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1026893.125000 Penalty: 4575.273926
	Iteration 13Q: 3 clusters Score -1026893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1026907.500000 Penalty: 4575.273926
	Iteration 14Q: 3 clusters Score -1026908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1026913.875000 Penalty: 4575.273926
	Iteration 15Q: 3 clusters Score -1026914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1026923.312500 Penalty: 4575.273926
	Iteration 16Q: 3 clusters Score -1026923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1026924.937500 Penalty: 4575.273926
	Iteration 17Q: 3 clusters Score -1026925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1026927.375000 Penalty: 4575.273926
	Iteration 18Q: 3 clusters Score -1026927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1026926.375000 Penalty: 4575.273926
	Iteration 19Q: 3 clusters Score -1026926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1026932.187500 Penalty: 4575.273926
	Iteration 20F: 3 clusters Score -1026932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1026936.937500 Penalty: 4575.273926
	Iteration 21Q: 3 clusters Score -1026937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1026939.562500 Penalty: 4575.273926
	Iteration 22Q: 3 clusters Score -1026940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1026938.562500 Penalty: 4575.273926
	Iteration 23Q: 3 clusters Score -1026939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1026939.187500 Penalty: 4575.273926
	Iteration 24Q: 3 clusters Score -1026939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1026938.062500 Penalty: 4575.273926
	Iteration 25Q: 3 clusters Score -1026938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1026938.062500 Penalty: 4575.273926
	Iteration 26F: 3 clusters Score -1026938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Entering Unmasked Estep 
Score: -1790715.000000 Penalty: 2432.512207
	Iteration 0F: 2 clusters Score -1790715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1777754.375000 Penalty: 4865.024414
	Iteration 0F: 3 clusters Score -1777754 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1782097.375000 Penalty: 4865.024414
	Iteration 1F: 3 clusters Score -1782097 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1782556.000000 Penalty: 4865.024414
	Iteration 2F: 3 clusters Score -1782556 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1782994.500000 Penalty: 4865.024414
	Iteration 3F: 3 clusters Score -1782994 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1783445.250000 Penalty: 4865.024414
	Iteration 4F: 3 clusters Score -1783445 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1783990.375000 Penalty: 4865.024414
	Iteration 5F: 3 clusters Score -1783990 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1784628.125000 Penalty: 4865.024414
	Iteration 6F: 3 clusters Score -1784628 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1785312.000000 Penalty: 4865.024414
	Iteration 7F: 3 clusters Score -1785312 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1786027.250000 Penalty: 4865.024414
	Iteration 8F: 3 clusters Score -1786027 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1786666.750000 Penalty: 4865.024414
	Iteration 9Q: 3 clusters Score -1786667 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1787123.625000 Penalty: 4865.024414
	Iteration 10Q: 3 clusters Score -1787124 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1787503.375000 Penalty: 4865.024414
	Iteration 11Q: 3 clusters Score -1787503 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1787762.750000 Penalty: 4865.024414
	Iteration 12Q: 3 clusters Score -1787763 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1787917.500000 Penalty: 4865.024414
	Iteration 13Q: 3 clusters Score -1787918 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1788025.375000 Penalty: 4865.024414
	Iteration 14Q: 3 clusters Score -1788025 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1788105.875000 Penalty: 4865.024414
	Iteration 15Q: 3 clusters Score -1788106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1788178.750000 Penalty: 4865.024414
	Iteration 16Q: 3 clusters Score -1788179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1788246.375000 Penalty: 4865.024414
	Iteration 17Q: 3 clusters Score -1788246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1788282.625000 Penalty: 4865.024414
	Iteration 18Q: 3 clusters Score -1788283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1788310.375000 Penalty: 4865.024414
	Iteration 19Q: 3 clusters Score -1788310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1788331.625000 Penalty: 4865.024414
	Iteration 20F: 3 clusters Score -1788332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1788353.000000 Penalty: 4865.024414
	Iteration 21Q: 3 clusters Score -1788353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1788371.000000 Penalty: 4865.024414
	Iteration 22Q: 3 clusters Score -1788371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1788378.750000 Penalty: 4865.024414
	Iteration 23Q: 3 clusters Score -1788379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1788398.000000 Penalty: 4865.024414
	Iteration 24Q: 3 clusters Score -1788398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1788399.000000 Penalty: 4865.024414
	Iteration 25Q: 3 clusters Score -1788399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1788413.125000 Penalty: 4865.024414
	Iteration 26Q: 3 clusters Score -1788413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1788427.125000 Penalty: 4865.024414
	Iteration 27Q: 3 clusters Score -1788427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1788434.000000 Penalty: 4865.024414
	Iteration 28Q: 3 clusters Score -1788434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1788443.750000 Penalty: 4865.024414
	Iteration 29Q: 3 clusters Score -1788444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1788446.125000 Penalty: 4865.024414
	Iteration 30Q: 3 clusters Score -1788446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1788449.750000 Penalty: 4865.024414
	Iteration 31Q: 3 clusters Score -1788450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1788452.500000 Penalty: 4865.024414
	Iteration 32Q: 3 clusters Score -1788452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1788458.125000 Penalty: 4865.024414
	Iteration 33Q: 3 clusters Score -1788458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1788462.875000 Penalty: 4865.024414
	Iteration 34Q: 3 clusters Score -1788463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1788468.250000 Penalty: 4865.024414
	Iteration 35Q: 3 clusters Score -1788468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1788474.125000 Penalty: 4865.024414
	Iteration 36Q: 3 clusters Score -1788474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1788477.250000 Penalty: 4865.024414
	Iteration 37Q: 3 clusters Score -1788477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1788480.500000 Penalty: 4865.024414
	Iteration 38Q: 3 clusters Score -1788480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1788481.000000 Penalty: 4865.024414
	Iteration 39Q: 3 clusters Score -1788481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1788483.875000 Penalty: 4865.024414
	Iteration 40F: 3 clusters Score -1788484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1788485.000000 Penalty: 4865.024414
	Iteration 41Q: 3 clusters Score -1788485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1788492.375000 Penalty: 4865.024414
	Iteration 42Q: 3 clusters Score -1788492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1788492.625000 Penalty: 4865.024414
	Iteration 43Q: 3 clusters Score -1788493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1788493.250000 Penalty: 4865.024414
	Iteration 44Q: 3 clusters Score -1788493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1788496.000000 Penalty: 4865.024414
	Iteration 45Q: 3 clusters Score -1788496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1788497.000000 Penalty: 4865.024414
	Iteration 46Q: 3 clusters Score -1788497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1788497.250000 Penalty: 4865.024414
	Iteration 47Q: 3 clusters Score -1788497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1788497.125000 Penalty: 4865.024414
	Iteration 48Q: 3 clusters Score -1788497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1788498.500000 Penalty: 4865.024414
	Iteration 49Q: 3 clusters Score -1788498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1788504.250000 Penalty: 4865.024414
	Iteration 50Q: 3 clusters Score -1788504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1788503.375000 Penalty: 4865.024414
	Iteration 51Q: 3 clusters Score -1788503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1788502.750000 Penalty: 4865.024414
	Iteration 52Q: 3 clusters Score -1788503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1788505.625000 Penalty: 4865.024414
	Iteration 53Q: 3 clusters Score -1788506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1788507.625000 Penalty: 4865.024414
	Iteration 54Q: 3 clusters Score -1788508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1788506.875000 Penalty: 4865.024414
	Iteration 55Q: 3 clusters Score -1788507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1788506.375000 Penalty: 4865.024414
	Iteration 56Q: 3 clusters Score -1788506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1788507.375000 Penalty: 4865.024414
	Iteration 57Q: 3 clusters Score -1788507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1788508.125000 Penalty: 4865.024414
	Iteration 58Q: 3 clusters Score -1788508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1788510.625000 Penalty: 4865.024414
	Iteration 59Q: 3 clusters Score -1788511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1788511.375000 Penalty: 4865.024414
	Iteration 60F: 3 clusters Score -1788511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1788511.500000 Penalty: 4865.024414
	Iteration 61Q: 3 clusters Score -1788512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1788511.500000 Penalty: 4865.024414
	Iteration 62F: 3 clusters Score -1788512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -663619.187500 Penalty: 2182.801758
	Iteration 0F: 2 clusters Score -663619.2 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 3328 members 
Entering Unmasked Estep 
Score: -658064.437500 Penalty: 4365.603516
	Iteration 0F: 3 clusters Score -658064.4 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -659443.937500 Penalty: 4365.603516
	Iteration 1F: 3 clusters Score -659443.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -659745.125000 Penalty: 4365.603516
	Iteration 2F: 3 clusters Score -659745.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -660003.062500 Penalty: 4365.603516
	Iteration 3F: 3 clusters Score -660003.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -660246.937500 Penalty: 4365.603516
	Iteration 4F: 3 clusters Score -660246.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -660525.437500 Penalty: 4365.603516
	Iteration 5F: 3 clusters Score -660525.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -660850.312500 Penalty: 4365.603516
	Iteration 6F: 3 clusters Score -660850.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -661233.000000 Penalty: 4365.603516
	Iteration 7F: 3 clusters Score -661233 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -661569.875000 Penalty: 4365.603516
	Iteration 8F: 3 clusters Score -661569.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -661813.375000 Penalty: 4365.603516
	Iteration 9Q: 3 clusters Score -661813.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -661983.812500 Penalty: 4365.603516
	Iteration 10Q: 3 clusters Score -661983.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -662090.875000 Penalty: 4365.603516
	Iteration 11Q: 3 clusters Score -662090.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -662154.375000 Penalty: 4365.603516
	Iteration 12Q: 3 clusters Score -662154.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -662194.625000 Penalty: 4365.603516
	Iteration 13Q: 3 clusters Score -662194.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -662218.062500 Penalty: 4365.603516
	Iteration 14Q: 3 clusters Score -662218.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662240.687500 Penalty: 4365.603516
	Iteration 15Q: 3 clusters Score -662240.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -662255.500000 Penalty: 4365.603516
	Iteration 16Q: 3 clusters Score -662255.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -662263.562500 Penalty: 4365.603516
	Iteration 17Q: 3 clusters Score -662263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -662270.375000 Penalty: 4365.603516
	Iteration 18Q: 3 clusters Score -662270.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -662275.375000 Penalty: 4365.603516
	Iteration 19Q: 3 clusters Score -662275.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -662280.875000 Penalty: 4365.603516
	Iteration 20F: 3 clusters Score -662280.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -662286.687500 Penalty: 4365.603516
	Iteration 21Q: 3 clusters Score -662286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -662287.625000 Penalty: 4365.603516
	Iteration 22Q: 3 clusters Score -662287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -662289.250000 Penalty: 4365.603516
	Iteration 23Q: 3 clusters Score -662289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -662291.125000 Penalty: 4365.603516
	Iteration 24Q: 3 clusters Score -662291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -662290.625000 Penalty: 4365.603516
	Iteration 25Q: 3 clusters Score -662290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -662292.125000 Penalty: 4365.603516
	Iteration 26Q: 3 clusters Score -662292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -662292.187500 Penalty: 4365.603516
	Iteration 27Q: 3 clusters Score -662292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -662295.375000 Penalty: 4365.603516
	Iteration 28Q: 3 clusters Score -662295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -662295.750000 Penalty: 4365.603516
	Iteration 29Q: 3 clusters Score -662295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -662296.062500 Penalty: 4365.603516
	Iteration 30Q: 3 clusters Score -662296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -662297.187500 Penalty: 4365.603516
	Iteration 31Q: 3 clusters Score -662297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -662297.250000 Penalty: 4365.603516
	Iteration 32Q: 3 clusters Score -662297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -662299.125000 Penalty: 4365.603516
	Iteration 33Q: 3 clusters Score -662299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -662300.375000 Penalty: 4365.603516
	Iteration 34Q: 3 clusters Score -662300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -662301.125000 Penalty: 4365.603516
	Iteration 35Q: 3 clusters Score -662301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -662301.562500 Penalty: 4365.603516
	Iteration 36Q: 3 clusters Score -662301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -662301.437500 Penalty: 4365.603516
	Iteration 37Q: 3 clusters Score -662301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -662303.687500 Penalty: 4365.603516
	Iteration 38Q: 3 clusters Score -662303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -662305.312500 Penalty: 4365.603516
	Iteration 39Q: 3 clusters Score -662305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -662304.625000 Penalty: 4365.603516
	Iteration 40F: 3 clusters Score -662304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -662305.687500 Penalty: 4365.603516
	Iteration 41Q: 3 clusters Score -662305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -662306.375000 Penalty: 4365.603516
	Iteration 42Q: 3 clusters Score -662306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -662306.250000 Penalty: 4365.603516
	Iteration 43Q: 3 clusters Score -662306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -662306.937500 Penalty: 4365.603516
	Iteration 44Q: 3 clusters Score -662306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -662306.937500 Penalty: 4365.603516
	Iteration 45F: 3 clusters Score -662306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Entering Unmasked Estep 
Score: -5991796.000000 Penalty: 2726.191162
	Iteration 0F: 2 clusters Score -5991796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5952239.000000 Penalty: 5452.382324
	Iteration 0F: 3 clusters Score -5952239 nChanged 27567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5967750.500000 Penalty: 5452.382324
	Iteration 1F: 3 clusters Score -5967750 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5968399.500000 Penalty: 5452.382324
	Iteration 2Q: 3 clusters Score -5968400 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5969066.500000 Penalty: 5452.382324
	Iteration 3Q: 3 clusters Score -5969066 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5969837.000000 Penalty: 5452.382324
	Iteration 4Q: 3 clusters Score -5969837 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5970836.000000 Penalty: 5452.382324
	Iteration 5Q: 3 clusters Score -5970836 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5972229.500000 Penalty: 5452.382324
	Iteration 6Q: 3 clusters Score -5972230 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -5974381.000000 Penalty: 5452.382324
	Iteration 7F: 3 clusters Score -5974381 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -5977565.000000 Penalty: 5452.382324
	Iteration 8F: 3 clusters Score -5977565 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5981475.500000 Penalty: 5452.382324
	Iteration 9F: 3 clusters Score -5981476 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5985068.000000 Penalty: 5452.382324
	Iteration 10F: 3 clusters Score -5985068 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5987402.500000 Penalty: 5452.382324
	Iteration 11Q: 3 clusters Score -5987402 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5988579.000000 Penalty: 5452.382324
	Iteration 12Q: 3 clusters Score -5988579 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5989078.500000 Penalty: 5452.382324
	Iteration 13Q: 3 clusters Score -5989078 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5989237.500000 Penalty: 5452.382324
	Iteration 14Q: 3 clusters Score -5989238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5989328.000000 Penalty: 5452.382324
	Iteration 15Q: 3 clusters Score -5989328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5989390.000000 Penalty: 5452.382324
	Iteration 16Q: 3 clusters Score -5989390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5989434.000000 Penalty: 5452.382324
	Iteration 17Q: 3 clusters Score -5989434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5989452.000000 Penalty: 5452.382324
	Iteration 18Q: 3 clusters Score -5989452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5989468.000000 Penalty: 5452.382324
	Iteration 19Q: 3 clusters Score -5989468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5989484.500000 Penalty: 5452.382324
	Iteration 20F: 3 clusters Score -5989484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5989493.500000 Penalty: 5452.382324
	Iteration 21Q: 3 clusters Score -5989494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5989495.500000 Penalty: 5452.382324
	Iteration 22Q: 3 clusters Score -5989496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5989504.500000 Penalty: 5452.382324
	Iteration 23Q: 3 clusters Score -5989504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5989505.500000 Penalty: 5452.382324
	Iteration 24Q: 3 clusters Score -5989506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5989511.500000 Penalty: 5452.382324
	Iteration 25Q: 3 clusters Score -5989512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5989515.500000 Penalty: 5452.382324
	Iteration 26Q: 3 clusters Score -5989516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5989515.000000 Penalty: 5452.382324
	Iteration 27Q: 3 clusters Score -5989515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5989515.000000 Penalty: 5452.382324
	Iteration 28F: 3 clusters Score -5989515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (46075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Entering Unmasked Estep 
Score: -4494653.500000 Penalty: 2663.030273
	Iteration 0F: 2 clusters Score -4494654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4463520.000000 Penalty: 5326.060547
	Iteration 0F: 3 clusters Score -4463520 nChanged 21266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4475813.500000 Penalty: 5326.060547
	Iteration 1F: 3 clusters Score -4475814 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4477545.000000 Penalty: 5326.060547
	Iteration 2F: 3 clusters Score -4477545 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4480181.000000 Penalty: 5326.060547
	Iteration 3F: 3 clusters Score -4480181 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4483414.500000 Penalty: 5326.060547
	Iteration 4F: 3 clusters Score -4483414 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4486324.000000 Penalty: 5326.060547
	Iteration 5F: 3 clusters Score -4486324 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4488313.000000 Penalty: 5326.060547
	Iteration 6F: 3 clusters Score -4488313 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4489520.500000 Penalty: 5326.060547
	Iteration 7F: 3 clusters Score -4489520 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4490227.500000 Penalty: 5326.060547
	Iteration 8Q: 3 clusters Score -4490228 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4490641.500000 Penalty: 5326.060547
	Iteration 9Q: 3 clusters Score -4490642 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4490931.500000 Penalty: 5326.060547
	Iteration 10Q: 3 clusters Score -4490932 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4491139.500000 Penalty: 5326.060547
	Iteration 11Q: 3 clusters Score -4491140 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4491320.500000 Penalty: 5326.060547
	Iteration 12Q: 3 clusters Score -4491320 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4491462.000000 Penalty: 5326.060547
	Iteration 13Q: 3 clusters Score -4491462 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4491607.000000 Penalty: 5326.060547
	Iteration 14Q: 3 clusters Score -4491607 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4491723.000000 Penalty: 5326.060547
	Iteration 15Q: 3 clusters Score -4491723 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4491825.500000 Penalty: 5326.060547
	Iteration 16Q: 3 clusters Score -4491826 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4491945.000000 Penalty: 5326.060547
	Iteration 17Q: 3 clusters Score -4491945 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4492031.000000 Penalty: 5326.060547
	Iteration 18Q: 3 clusters Score -4492031 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4492104.000000 Penalty: 5326.060547
	Iteration 19Q: 3 clusters Score -4492104 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4492196.000000 Penalty: 5326.060547
	Iteration 20F: 3 clusters Score -4492196 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -4492264.000000 Penalty: 5326.060547
	Iteration 21Q: 3 clusters Score -4492264 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4492313.500000 Penalty: 5326.060547
	Iteration 22Q: 3 clusters Score -4492314 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4492383.500000 Penalty: 5326.060547
	Iteration 23Q: 3 clusters Score -4492384 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4492464.500000 Penalty: 5326.060547
	Iteration 24Q: 3 clusters Score -4492464 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4492534.500000 Penalty: 5326.060547
	Iteration 25Q: 3 clusters Score -4492534 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4492617.500000 Penalty: 5326.060547
	Iteration 26Q: 3 clusters Score -4492618 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4492698.500000 Penalty: 5326.060547
	Iteration 27Q: 3 clusters Score -4492698 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4492775.500000 Penalty: 5326.060547
	Iteration 28Q: 3 clusters Score -4492776 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4492868.500000 Penalty: 5326.060547
	Iteration 29Q: 3 clusters Score -4492868 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4492970.500000 Penalty: 5326.060547
	Iteration 30Q: 3 clusters Score -4492970 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4493031.500000 Penalty: 5326.060547
	Iteration 31Q: 3 clusters Score -4493032 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4493124.500000 Penalty: 5326.060547
	Iteration 32Q: 3 clusters Score -4493124 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4493210.500000 Penalty: 5326.060547
	Iteration 33Q: 3 clusters Score -4493210 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -4493297.500000 Penalty: 5326.060547
	Iteration 34Q: 3 clusters Score -4493298 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4493379.000000 Penalty: 5326.060547
	Iteration 35Q: 3 clusters Score -4493379 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4493482.500000 Penalty: 5326.060547
	Iteration 36Q: 3 clusters Score -4493482 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4493549.000000 Penalty: 5326.060547
	Iteration 37Q: 3 clusters Score -4493549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4493607.500000 Penalty: 5326.060547
	Iteration 38Q: 3 clusters Score -4493608 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -4493661.500000 Penalty: 5326.060547
	Iteration 39Q: 3 clusters Score -4493662 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -4493731.000000 Penalty: 5326.060547
	Iteration 40F: 3 clusters Score -4493731 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4493779.500000 Penalty: 5326.060547
	Iteration 41Q: 3 clusters Score -4493780 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4493875.500000 Penalty: 5326.060547
	Iteration 42Q: 3 clusters Score -4493876 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4493939.500000 Penalty: 5326.060547
	Iteration 43Q: 3 clusters Score -4493940 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4493974.500000 Penalty: 5326.060547
	Iteration 44Q: 3 clusters Score -4493974 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4494037.000000 Penalty: 5326.060547
	Iteration 45Q: 3 clusters Score -4494037 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4494081.000000 Penalty: 5326.060547
	Iteration 46Q: 3 clusters Score -4494081 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4494101.000000 Penalty: 5326.060547
	Iteration 47Q: 3 clusters Score -4494101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4494126.500000 Penalty: 5326.060547
	Iteration 48Q: 3 clusters Score -4494126 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4494147.500000 Penalty: 5326.060547
	Iteration 49Q: 3 clusters Score -4494148 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -4494179.000000 Penalty: 5326.060547
	Iteration 50Q: 3 clusters Score -4494179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4494176.000000 Penalty: 5326.060547
	Iteration 51Q: 3 clusters Score -4494176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4494206.500000 Penalty: 5326.060547
	Iteration 52Q: 3 clusters Score -4494206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4494223.500000 Penalty: 5326.060547
	Iteration 53Q: 3 clusters Score -4494224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4494230.000000 Penalty: 5326.060547
	Iteration 54Q: 3 clusters Score -4494230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4494240.500000 Penalty: 5326.060547
	Iteration 55Q: 3 clusters Score -4494240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4494254.500000 Penalty: 5326.060547
	Iteration 56Q: 3 clusters Score -4494254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4494260.000000 Penalty: 5326.060547
	Iteration 57Q: 3 clusters Score -4494260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4494259.000000 Penalty: 5326.060547
	Iteration 58Q: 3 clusters Score -4494259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4494272.500000 Penalty: 5326.060547
	Iteration 59Q: 3 clusters Score -4494272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4494281.500000 Penalty: 5326.060547
	Iteration 60F: 3 clusters Score -4494282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4494262.500000 Penalty: 5326.060547
	Iteration 61Q: 3 clusters Score -4494262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4494281.000000 Penalty: 5326.060547
	Iteration 62Q: 3 clusters Score -4494281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4494294.500000 Penalty: 5326.060547
	Iteration 63Q: 3 clusters Score -4494294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4494301.000000 Penalty: 5326.060547
	Iteration 64Q: 3 clusters Score -4494301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4494311.500000 Penalty: 5326.060547
	Iteration 65Q: 3 clusters Score -4494312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4494308.500000 Penalty: 5326.060547
	Iteration 66Q: 3 clusters Score -4494308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4494316.500000 Penalty: 5326.060547
	Iteration 67Q: 3 clusters Score -4494316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4494326.000000 Penalty: 5326.060547
	Iteration 68Q: 3 clusters Score -4494326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4494338.000000 Penalty: 5326.060547
	Iteration 69Q: 3 clusters Score -4494338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4494340.000000 Penalty: 5326.060547
	Iteration 70Q: 3 clusters Score -4494340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4494333.000000 Penalty: 5326.060547
	Iteration 71Q: 3 clusters Score -4494333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4494336.500000 Penalty: 5326.060547
	Iteration 72Q: 3 clusters Score -4494336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4494339.500000 Penalty: 5326.060547
	Iteration 73Q: 3 clusters Score -4494340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4494337.500000 Penalty: 5326.060547
	Iteration 74Q: 3 clusters Score -4494338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4494339.000000 Penalty: 5326.060547
	Iteration 75Q: 3 clusters Score -4494339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4494358.000000 Penalty: 5326.060547
	Iteration 76Q: 3 clusters Score -4494358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4494351.500000 Penalty: 5326.060547
	Iteration 77Q: 3 clusters Score -4494352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4494347.000000 Penalty: 5326.060547
	Iteration 78Q: 3 clusters Score -4494347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4494357.000000 Penalty: 5326.060547
	Iteration 79Q: 3 clusters Score -4494357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4494366.500000 Penalty: 5326.060547
	Iteration 80F: 3 clusters Score -4494366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4494367.500000 Penalty: 5326.060547
	Iteration 81Q: 3 clusters Score -4494368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4494374.000000 Penalty: 5326.060547
	Iteration 82Q: 3 clusters Score -4494374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4494367.500000 Penalty: 5326.060547
	Iteration 83Q: 3 clusters Score -4494368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4494370.500000 Penalty: 5326.060547
	Iteration 84Q: 3 clusters Score -4494370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4494365.500000 Penalty: 5326.060547
	Iteration 85Q: 3 clusters Score -4494366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4494374.000000 Penalty: 5326.060547
	Iteration 86Q: 3 clusters Score -4494374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4494380.000000 Penalty: 5326.060547
	Iteration 87Q: 3 clusters Score -4494380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4494371.500000 Penalty: 5326.060547
	Iteration 88Q: 3 clusters Score -4494372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4494372.000000 Penalty: 5326.060547
	Iteration 89Q: 3 clusters Score -4494372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4494370.000000 Penalty: 5326.060547
	Iteration 90Q: 3 clusters Score -4494370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4494373.000000 Penalty: 5326.060547
	Iteration 91Q: 3 clusters Score -4494373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4494372.000000 Penalty: 5326.060547
	Iteration 92Q: 3 clusters Score -4494372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4494369.500000 Penalty: 5326.060547
	Iteration 93Q: 3 clusters Score -4494370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4494375.500000 Penalty: 5326.060547
	Iteration 94Q: 3 clusters Score -4494376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4494380.000000 Penalty: 5326.060547
	Iteration 95Q: 3 clusters Score -4494380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4494380.000000 Penalty: 5326.060547
	Iteration 96Q: 3 clusters Score -4494380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4494382.500000 Penalty: 5326.060547
	Iteration 97Q: 3 clusters Score -4494382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4494373.500000 Penalty: 5326.060547
	Iteration 98Q: 3 clusters Score -4494374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4494376.000000 Penalty: 5326.060547
	Iteration 99Q: 3 clusters Score -4494376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4494385.000000 Penalty: 5326.060547
	Iteration 100F: 3 clusters Score -4494385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4494386.500000 Penalty: 5326.060547
	Iteration 101Q: 3 clusters Score -4494386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4494392.500000 Penalty: 5326.060547
	Iteration 102Q: 3 clusters Score -4494392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4494389.500000 Penalty: 5326.060547
	Iteration 103Q: 3 clusters Score -4494390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4494387.500000 Penalty: 5326.060547
	Iteration 104Q: 3 clusters Score -4494388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4494386.000000 Penalty: 5326.060547
	Iteration 105Q: 3 clusters Score -4494386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4494388.000000 Penalty: 5326.060547
	Iteration 106Q: 3 clusters Score -4494388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4494390.000000 Penalty: 5326.060547
	Iteration 107Q: 3 clusters Score -4494390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4494390.000000 Penalty: 5326.060547
	Iteration 108F: 3 clusters Score -4494390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (31984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Entering Unmasked Estep 
Score: -3211994.250000 Penalty: 2572.501709
	Iteration 0F: 2 clusters Score -3211994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3190189.750000 Penalty: 5145.003418
	Iteration 0F: 3 clusters Score -3190190 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3198115.500000 Penalty: 5145.003418
	Iteration 1F: 3 clusters Score -3198116 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3198692.250000 Penalty: 5145.003418
	Iteration 2Q: 3 clusters Score -3198692 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3199268.500000 Penalty: 5145.003418
	Iteration 3Q: 3 clusters Score -3199268 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3199790.250000 Penalty: 5145.003418
	Iteration 4Q: 3 clusters Score -3199790 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3200359.500000 Penalty: 5145.003418
	Iteration 5Q: 3 clusters Score -3200360 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3200994.250000 Penalty: 5145.003418
	Iteration 6Q: 3 clusters Score -3200994 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3201650.250000 Penalty: 5145.003418
	Iteration 7Q: 3 clusters Score -3201650 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3202325.750000 Penalty: 5145.003418
	Iteration 8Q: 3 clusters Score -3202326 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3203018.000000 Penalty: 5145.003418
	Iteration 9Q: 3 clusters Score -3203018 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3203759.000000 Penalty: 5145.003418
	Iteration 10Q: 3 clusters Score -3203759 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3204516.000000 Penalty: 5145.003418
	Iteration 11Q: 3 clusters Score -3204516 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3205436.750000 Penalty: 5145.003418
	Iteration 12Q: 3 clusters Score -3205437 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3206317.250000 Penalty: 5145.003418
	Iteration 13Q: 3 clusters Score -3206317 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3207136.500000 Penalty: 5145.003418
	Iteration 14Q: 3 clusters Score -3207136 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3207858.000000 Penalty: 5145.003418
	Iteration 15Q: 3 clusters Score -3207858 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3208436.000000 Penalty: 5145.003418
	Iteration 16Q: 3 clusters Score -3208436 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3208919.000000 Penalty: 5145.003418
	Iteration 17Q: 3 clusters Score -3208919 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3209284.500000 Penalty: 5145.003418
	Iteration 18Q: 3 clusters Score -3209284 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3209573.000000 Penalty: 5145.003418
	Iteration 19Q: 3 clusters Score -3209573 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3209753.750000 Penalty: 5145.003418
	Iteration 20F: 3 clusters Score -3209754 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3209891.750000 Penalty: 5145.003418
	Iteration 21Q: 3 clusters Score -3209892 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3209995.500000 Penalty: 5145.003418
	Iteration 22Q: 3 clusters Score -3209996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3210075.250000 Penalty: 5145.003418
	Iteration 23Q: 3 clusters Score -3210075 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3210117.250000 Penalty: 5145.003418
	Iteration 24Q: 3 clusters Score -3210117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3210146.000000 Penalty: 5145.003418
	Iteration 25Q: 3 clusters Score -3210146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3210166.250000 Penalty: 5145.003418
	Iteration 26Q: 3 clusters Score -3210166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3210191.250000 Penalty: 5145.003418
	Iteration 27Q: 3 clusters Score -3210191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3210210.500000 Penalty: 5145.003418
	Iteration 28Q: 3 clusters Score -3210210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3210230.750000 Penalty: 5145.003418
	Iteration 29Q: 3 clusters Score -3210231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3210230.500000 Penalty: 5145.003418
	Iteration 30Q: 3 clusters Score -3210230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3210244.250000 Penalty: 5145.003418
	Iteration 31Q: 3 clusters Score -3210244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3210245.000000 Penalty: 5145.003418
	Iteration 32Q: 3 clusters Score -3210245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3210257.000000 Penalty: 5145.003418
	Iteration 33Q: 3 clusters Score -3210257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3210259.250000 Penalty: 5145.003418
	Iteration 34Q: 3 clusters Score -3210259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3210265.500000 Penalty: 5145.003418
	Iteration 35Q: 3 clusters Score -3210266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3210264.250000 Penalty: 5145.003418
	Iteration 36Q: 3 clusters Score -3210264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3210264.250000 Penalty: 5145.003418
	Iteration 37F: 3 clusters Score -3210264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Entering Unmasked Estep 
Score: -2747427.250000 Penalty: 2533.866455
	Iteration 0F: 2 clusters Score -2747427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2728647.750000 Penalty: 5067.732910
	Iteration 0F: 3 clusters Score -2728648 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2735444.250000 Penalty: 5067.732910
	Iteration 1F: 3 clusters Score -2735444 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2736108.750000 Penalty: 5067.732910
	Iteration 2F: 3 clusters Score -2736109 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2736811.750000 Penalty: 5067.732910
	Iteration 3F: 3 clusters Score -2736812 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2737494.500000 Penalty: 5067.732910
	Iteration 4F: 3 clusters Score -2737494 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2738243.500000 Penalty: 5067.732910
	Iteration 5F: 3 clusters Score -2738244 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2739024.750000 Penalty: 5067.732910
	Iteration 6F: 3 clusters Score -2739025 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2739790.750000 Penalty: 5067.732910
	Iteration 7F: 3 clusters Score -2739791 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2740622.500000 Penalty: 5067.732910
	Iteration 8F: 3 clusters Score -2740622 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2741422.250000 Penalty: 5067.732910
	Iteration 9Q: 3 clusters Score -2741422 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2742277.250000 Penalty: 5067.732910
	Iteration 10Q: 3 clusters Score -2742277 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2743041.750000 Penalty: 5067.732910
	Iteration 11Q: 3 clusters Score -2743042 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2743662.250000 Penalty: 5067.732910
	Iteration 12Q: 3 clusters Score -2743662 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2744150.750000 Penalty: 5067.732910
	Iteration 13Q: 3 clusters Score -2744151 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2744492.000000 Penalty: 5067.732910
	Iteration 14Q: 3 clusters Score -2744492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2744720.750000 Penalty: 5067.732910
	Iteration 15Q: 3 clusters Score -2744721 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2744848.000000 Penalty: 5067.732910
	Iteration 16Q: 3 clusters Score -2744848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2744946.750000 Penalty: 5067.732910
	Iteration 17Q: 3 clusters Score -2744947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2744997.500000 Penalty: 5067.732910
	Iteration 18Q: 3 clusters Score -2744998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2745046.000000 Penalty: 5067.732910
	Iteration 19Q: 3 clusters Score -2745046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2745091.000000 Penalty: 5067.732910
	Iteration 20F: 3 clusters Score -2745091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2745117.000000 Penalty: 5067.732910
	Iteration 21Q: 3 clusters Score -2745117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2745135.750000 Penalty: 5067.732910
	Iteration 22Q: 3 clusters Score -2745136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2745153.500000 Penalty: 5067.732910
	Iteration 23Q: 3 clusters Score -2745154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2745173.750000 Penalty: 5067.732910
	Iteration 24Q: 3 clusters Score -2745174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2745188.500000 Penalty: 5067.732910
	Iteration 25Q: 3 clusters Score -2745188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2745201.250000 Penalty: 5067.732910
	Iteration 26Q: 3 clusters Score -2745201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2745212.500000 Penalty: 5067.732910
	Iteration 27Q: 3 clusters Score -2745212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2745229.250000 Penalty: 5067.732910
	Iteration 28Q: 3 clusters Score -2745229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2745236.000000 Penalty: 5067.732910
	Iteration 29Q: 3 clusters Score -2745236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2745239.000000 Penalty: 5067.732910
	Iteration 30Q: 3 clusters Score -2745239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2745239.000000 Penalty: 5067.732910
	Iteration 31Q: 3 clusters Score -2745239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2745239.000000 Penalty: 5067.732910
	Iteration 32F: 3 clusters Score -2745239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -649787.937500 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -649787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -644363.437500 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -644363.4 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -645847.437500 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -645847.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -646157.625000 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -646157.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -646394.812500 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -646394.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -646578.125000 Penalty: 4347.666992
	Iteration 4Q: 3 clusters Score -646578.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -646742.000000 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -646742 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -646865.000000 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -646865 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -646961.437500 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -646961.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -647050.375000 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -647050.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -647157.375000 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -647157.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -647248.062500 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -647248.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -647321.250000 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -647321.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -647386.625000 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -647386.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -647456.500000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -647456.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -647520.437500 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -647520.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -647576.375000 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -647576.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -647630.437500 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -647630.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -647673.312500 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -647673.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -647711.750000 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -647711.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -647740.562500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -647740.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -647771.000000 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -647771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -647792.062500 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -647792.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -647820.625000 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -647820.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -647843.375000 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -647843.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -647860.750000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -647860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -647874.812500 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -647874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -647882.562500 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -647882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -647887.437500 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -647887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -647894.125000 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -647894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -647895.937500 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -647895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -647898.562500 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -647898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -647902.437500 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -647902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -647903.750000 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -647903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -647903.750000 Penalty: 4347.666992
	Iteration 33F: 3 clusters Score -647903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -549124.000000 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -549124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -544086.750000 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -544086.8 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -545491.500000 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -545491.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -545893.375000 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -545893.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -546294.437500 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -546294.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -546650.375000 Penalty: 4306.791016
	Iteration 4F: 3 clusters Score -546650.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -546978.187500 Penalty: 4306.791016
	Iteration 5F: 3 clusters Score -546978.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -547239.562500 Penalty: 4306.791016
	Iteration 6F: 3 clusters Score -547239.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -547410.812500 Penalty: 4306.791016
	Iteration 7Q: 3 clusters Score -547410.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -547527.125000 Penalty: 4306.791016
	Iteration 8Q: 3 clusters Score -547527.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -547592.500000 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -547592.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -547634.687500 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -547634.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -547657.562500 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -547657.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -547671.750000 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -547671.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -547682.250000 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -547682.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -547689.687500 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -547689.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -547694.500000 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -547694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -547697.312500 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -547697.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -547700.437500 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -547700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -547701.812500 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -547701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -547702.250000 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -547702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -547702.250000 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -547702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Entering Unmasked Estep 
Score: -667287.437500 Penalty: 2199.959473
	Iteration 0F: 2 clusters Score -667287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -661431.312500 Penalty: 4399.918945
	Iteration 0F: 3 clusters Score -661431.3 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -663191.312500 Penalty: 4399.918945
	Iteration 1F: 3 clusters Score -663191.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -663674.937500 Penalty: 4399.918945
	Iteration 2F: 3 clusters Score -663674.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -664051.750000 Penalty: 4399.918945
	Iteration 3F: 3 clusters Score -664051.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -664342.812500 Penalty: 4399.918945
	Iteration 4F: 3 clusters Score -664342.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -664576.937500 Penalty: 4399.918945
	Iteration 5F: 3 clusters Score -664576.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -664797.062500 Penalty: 4399.918945
	Iteration 6Q: 3 clusters Score -664797.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -664993.562500 Penalty: 4399.918945
	Iteration 7Q: 3 clusters Score -664993.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -665148.562500 Penalty: 4399.918945
	Iteration 8Q: 3 clusters Score -665148.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -665304.187500 Penalty: 4399.918945
	Iteration 9Q: 3 clusters Score -665304.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -665441.875000 Penalty: 4399.918945
	Iteration 10Q: 3 clusters Score -665441.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -665546.812500 Penalty: 4399.918945
	Iteration 11Q: 3 clusters Score -665546.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -665642.687500 Penalty: 4399.918945
	Iteration 12Q: 3 clusters Score -665642.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -665743.312500 Penalty: 4399.918945
	Iteration 13Q: 3 clusters Score -665743.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -665848.562500 Penalty: 4399.918945
	Iteration 14Q: 3 clusters Score -665848.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -665940.500000 Penalty: 4399.918945
	Iteration 15Q: 3 clusters Score -665940.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -666010.250000 Penalty: 4399.918945
	Iteration 16Q: 3 clusters Score -666010.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -666054.750000 Penalty: 4399.918945
	Iteration 17Q: 3 clusters Score -666054.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -666088.625000 Penalty: 4399.918945
	Iteration 18Q: 3 clusters Score -666088.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -666109.562500 Penalty: 4399.918945
	Iteration 19Q: 3 clusters Score -666109.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -666126.375000 Penalty: 4399.918945
	Iteration 20F: 3 clusters Score -666126.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -666136.187500 Penalty: 4399.918945
	Iteration 21Q: 3 clusters Score -666136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -666152.375000 Penalty: 4399.918945
	Iteration 22Q: 3 clusters Score -666152.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -666165.500000 Penalty: 4399.918945
	Iteration 23Q: 3 clusters Score -666165.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -666177.000000 Penalty: 4399.918945
	Iteration 24Q: 3 clusters Score -666177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -666188.125000 Penalty: 4399.918945
	Iteration 25Q: 3 clusters Score -666188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -666194.562500 Penalty: 4399.918945
	Iteration 26Q: 3 clusters Score -666194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -666198.250000 Penalty: 4399.918945
	Iteration 27Q: 3 clusters Score -666198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -666200.437500 Penalty: 4399.918945
	Iteration 28Q: 3 clusters Score -666200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -666201.125000 Penalty: 4399.918945
	Iteration 29Q: 3 clusters Score -666201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -666203.500000 Penalty: 4399.918945
	Iteration 30Q: 3 clusters Score -666203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -666207.750000 Penalty: 4399.918945
	Iteration 31Q: 3 clusters Score -666207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -666210.625000 Penalty: 4399.918945
	Iteration 32Q: 3 clusters Score -666210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -666215.250000 Penalty: 4399.918945
	Iteration 33Q: 3 clusters Score -666215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -666218.250000 Penalty: 4399.918945
	Iteration 34Q: 3 clusters Score -666218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -666219.187500 Penalty: 4399.918945
	Iteration 35Q: 3 clusters Score -666219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -666221.625000 Penalty: 4399.918945
	Iteration 36Q: 3 clusters Score -666221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -666221.500000 Penalty: 4399.918945
	Iteration 37Q: 3 clusters Score -666221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -666221.187500 Penalty: 4399.918945
	Iteration 38Q: 3 clusters Score -666221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -666222.687500 Penalty: 4399.918945
	Iteration 39Q: 3 clusters Score -666222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -666223.312500 Penalty: 4399.918945
	Iteration 40F: 3 clusters Score -666223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -158479.281250 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -158479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -156004.734375 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -156004.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -156686.671875 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -156686.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -157084.578125 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -157084.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -157362.781250 Penalty: 3741.726074
	Iteration 3F: 3 clusters Score -157362.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -157539.093750 Penalty: 3741.726074
	Iteration 4F: 3 clusters Score -157539.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -157656.562500 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -157656.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -157719.796875 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -157719.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -157767.671875 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -157767.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -157798.578125 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -157798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -157827.328125 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -157827.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -157852.765625 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -157852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -157882.421875 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -157882.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -157912.046875 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -157912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -157945.765625 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -157945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -157967.796875 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -157967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -157992.546875 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -157992.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -158003.296875 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -158003.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -158007.515625 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -158007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -158009.968750 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -158010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -158011.296875 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -158011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -158012.203125 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -158012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (13837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Entering Unmasked Estep 
Score: -1387677.000000 Penalty: 2364.705322
	Iteration 0F: 2 clusters Score -1387677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1377592.000000 Penalty: 4729.410645
	Iteration 0F: 3 clusters Score -1377592 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1380775.625000 Penalty: 4729.410645
	Iteration 1F: 3 clusters Score -1380776 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1381119.375000 Penalty: 4729.410645
	Iteration 2F: 3 clusters Score -1381119 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1381391.125000 Penalty: 4729.410645
	Iteration 3Q: 3 clusters Score -1381391 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1381637.500000 Penalty: 4729.410645
	Iteration 4Q: 3 clusters Score -1381638 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1381853.875000 Penalty: 4729.410645
	Iteration 5Q: 3 clusters Score -1381854 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1382088.250000 Penalty: 4729.410645
	Iteration 6Q: 3 clusters Score -1382088 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1382334.375000 Penalty: 4729.410645
	Iteration 7Q: 3 clusters Score -1382334 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1382578.000000 Penalty: 4729.410645
	Iteration 8Q: 3 clusters Score -1382578 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1382825.875000 Penalty: 4729.410645
	Iteration 9Q: 3 clusters Score -1382826 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1383074.250000 Penalty: 4729.410645
	Iteration 10Q: 3 clusters Score -1383074 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1383327.250000 Penalty: 4729.410645
	Iteration 11Q: 3 clusters Score -1383327 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1383583.375000 Penalty: 4729.410645
	Iteration 12Q: 3 clusters Score -1383583 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1383891.500000 Penalty: 4729.410645
	Iteration 13Q: 3 clusters Score -1383892 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1384215.875000 Penalty: 4729.410645
	Iteration 14Q: 3 clusters Score -1384216 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1384509.750000 Penalty: 4729.410645
	Iteration 15Q: 3 clusters Score -1384510 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1384745.625000 Penalty: 4729.410645
	Iteration 16Q: 3 clusters Score -1384746 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1384956.125000 Penalty: 4729.410645
	Iteration 17Q: 3 clusters Score -1384956 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1385115.500000 Penalty: 4729.410645
	Iteration 18Q: 3 clusters Score -1385116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1385227.625000 Penalty: 4729.410645
	Iteration 19Q: 3 clusters Score -1385228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1385322.125000 Penalty: 4729.410645
	Iteration 20F: 3 clusters Score -1385322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1385387.875000 Penalty: 4729.410645
	Iteration 21Q: 3 clusters Score -1385388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1385442.250000 Penalty: 4729.410645
	Iteration 22Q: 3 clusters Score -1385442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1385463.750000 Penalty: 4729.410645
	Iteration 23Q: 3 clusters Score -1385464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1385500.125000 Penalty: 4729.410645
	Iteration 24Q: 3 clusters Score -1385500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1385525.625000 Penalty: 4729.410645
	Iteration 25Q: 3 clusters Score -1385526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1385541.750000 Penalty: 4729.410645
	Iteration 26Q: 3 clusters Score -1385542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1385557.375000 Penalty: 4729.410645
	Iteration 27Q: 3 clusters Score -1385557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1385571.625000 Penalty: 4729.410645
	Iteration 28Q: 3 clusters Score -1385572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1385585.000000 Penalty: 4729.410645
	Iteration 29Q: 3 clusters Score -1385585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1385594.500000 Penalty: 4729.410645
	Iteration 30Q: 3 clusters Score -1385594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1385599.250000 Penalty: 4729.410645
	Iteration 31Q: 3 clusters Score -1385599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1385606.250000 Penalty: 4729.410645
	Iteration 32Q: 3 clusters Score -1385606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1385612.250000 Penalty: 4729.410645
	Iteration 33Q: 3 clusters Score -1385612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1385613.875000 Penalty: 4729.410645
	Iteration 34Q: 3 clusters Score -1385614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1385616.750000 Penalty: 4729.410645
	Iteration 35Q: 3 clusters Score -1385617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1385618.875000 Penalty: 4729.410645
	Iteration 36Q: 3 clusters Score -1385619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1385623.000000 Penalty: 4729.410645
	Iteration 37Q: 3 clusters Score -1385623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1385623.875000 Penalty: 4729.410645
	Iteration 38Q: 3 clusters Score -1385624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1385623.875000 Penalty: 4729.410645
	Iteration 39F: 3 clusters Score -1385624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -189912.343750 Penalty: 1890.299316
	Iteration 0F: 2 clusters Score -189912.3 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 1024 members 
Entering Unmasked Estep 
Score: -187286.937500 Penalty: 3780.598633
	Iteration 0F: 3 clusters Score -187286.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -187744.968750 Penalty: 3780.598633
	Iteration 1F: 3 clusters Score -187745 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -187870.375000 Penalty: 3780.598633
	Iteration 2F: 3 clusters Score -187870.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187928.046875 Penalty: 3780.598633
	Iteration 3Q: 3 clusters Score -187928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187964.875000 Penalty: 3780.598633
	Iteration 4Q: 3 clusters Score -187964.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187991.468750 Penalty: 3780.598633
	Iteration 5Q: 3 clusters Score -187991.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188011.187500 Penalty: 3780.598633
	Iteration 6Q: 3 clusters Score -188011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188028.437500 Penalty: 3780.598633
	Iteration 7Q: 3 clusters Score -188028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -188035.140625 Penalty: 3780.598633
	Iteration 8Q: 3 clusters Score -188035.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188042.687500 Penalty: 3780.598633
	Iteration 9Q: 3 clusters Score -188042.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188051.125000 Penalty: 3780.598633
	Iteration 10Q: 3 clusters Score -188051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188060.218750 Penalty: 3780.598633
	Iteration 11Q: 3 clusters Score -188060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -188064.484375 Penalty: 3780.598633
	Iteration 12Q: 3 clusters Score -188064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188069.843750 Penalty: 3780.598633
	Iteration 13Q: 3 clusters Score -188069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188072.140625 Penalty: 3780.598633
	Iteration 14Q: 3 clusters Score -188072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188075.250000 Penalty: 3780.598633
	Iteration 15Q: 3 clusters Score -188075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188079.281250 Penalty: 3780.598633
	Iteration 16Q: 3 clusters Score -188079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188084.312500 Penalty: 3780.598633
	Iteration 17Q: 3 clusters Score -188084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188088.984375 Penalty: 3780.598633
	Iteration 18Q: 3 clusters Score -188089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188091.406250 Penalty: 3780.598633
	Iteration 19Q: 3 clusters Score -188091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188092.812500 Penalty: 3780.598633
	Iteration 20F: 3 clusters Score -188092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188093.937500 Penalty: 3780.598633
	Iteration 21Q: 3 clusters Score -188093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188093.953125 Penalty: 3780.598633
	Iteration 22Q: 3 clusters Score -188094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188093.953125 Penalty: 3780.598633
	Iteration 23F: 3 clusters Score -188094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -213698.234375 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -213698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210726.687500 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -210726.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -211559.531250 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -211559.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -211981.437500 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -211981.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -212298.703125 Penalty: 3907.564941
	Iteration 3F: 3 clusters Score -212298.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -212524.937500 Penalty: 3907.564941
	Iteration 4F: 3 clusters Score -212524.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212736.625000 Penalty: 3907.564941
	Iteration 5F: 3 clusters Score -212736.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -212862.093750 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -212862.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212938.609375 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -212938.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -212985.500000 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -212985.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -213028.781250 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -213028.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -213081.484375 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -213081.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -213159.281250 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -213159.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -213208.750000 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -213208.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -213245.343750 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -213245.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -213274.250000 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -213274.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -213301.765625 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -213301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -213322.593750 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -213322.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -213343.453125 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -213343.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -213357.890625 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -213357.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -213373.359375 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -213373.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -213384.984375 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -213385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -213403.437500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -213403.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -213415.046875 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -213415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -213422.640625 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -213422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -213434.109375 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -213434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -213447.421875 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -213447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -213452.875000 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -213452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -213457.812500 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -213457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -213461.921875 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -213461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213464.828125 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -213464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213467.984375 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -213468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -213469.093750 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -213469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -213470.500000 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -213470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -213471.453125 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -213471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -213471.937500 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -213471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -213472.359375 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -213472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -213472.359375 Penalty: 3907.564941
	Iteration 36F: 3 clusters Score -213472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 12375 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 25191 members 
Mstep: Class 12 contains 15308 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96513 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 18484 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 58046 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7036 members 
Mstep: Class 26 contains 11377 members 
Mstep: Class 27 contains 10141 members 
Mstep: Class 28 contains 18188 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59439 members 
Mstep: Class 31 contains 46075 members 
Mstep: Class 32 contains 31984 members 
Mstep: Class 33 contains 27370 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 5902 members 
Mstep: Class 36 contains 7121 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 13837 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910440.000000 Penalty: 132408.000000
Iteration 119Q: 41 clusters Score -5.891044e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8672 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 13164 members 
Mstep: Class 8 contains 12364 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 15303 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 96553 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 18487 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 58041 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7034 members 
Mstep: Class 26 contains 11370 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 18156 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59440 members 
Mstep: Class 31 contains 46071 members 
Mstep: Class 32 contains 31985 members 
Mstep: Class 33 contains 27370 members 
Mstep: Class 34 contains 6407 members 
Mstep: Class 35 contains 5902 members 
Mstep: Class 36 contains 7114 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 13837 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910400.000000 Penalty: 132408.000000
Iteration 120F: 41 clusters Score -5.89104e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 8129 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 12348 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14805 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 15301 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 96583 members 
Mstep: Class 15 contains 19764 members 
Mstep: Class 16 contains 8805 members 
Mstep: Class 17 contains 18484 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 58039 members 
Mstep: Class 23 contains 6773 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7030 members 
Mstep: Class 26 contains 11366 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 18130 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 59438 members 
Mstep: Class 31 contains 46066 members 
Mstep: Class 32 contains 31987 members 
Mstep: Class 33 contains 27371 members 
Mstep: Class 34 contains 6407 members 
Mstep: Class 35 contains 5905 members 
Mstep: Class 36 contains 7108 members 
Mstep: Class 37 contains 1891 members 
Mstep: Class 38 contains 13837 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910344.000000 Penalty: 132408.000000
Iteration 121Q: 41 clusters Score -5.891034e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 13144 members 
Mstep: Class 8 contains 12343 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14812 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 15297 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 96612 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 18474 members 
Mstep: Class 18 contains 5713 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 58031 members 
Mstep: Class 23 contains 6770 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7024 members 
Mstep: Class 26 contains 11355 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 18104 members 
Mstep: Class 29 contains 6644 members 
Mstep: Class 30 contains 59442 members 
Mstep: Class 31 contains 46061 members 
Mstep: Class 32 contains 31990 members 
Mstep: Class 33 contains 27372 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5905 members 
Mstep: Class 36 contains 7104 members 
Mstep: Class 37 contains 1892 members 
Mstep: Class 38 contains 13838 members 
Mstep: Class 39 contains 2042 members 
Mstep: Class 40 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910404.000000 Penalty: 132408.000000
Iteration 122Q: 41 clusters Score -5.89104e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8696 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 13137 members 
Mstep: Class 8 contains 12330 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14818 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 15294 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 96642 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 18467 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 58028 members 
Mstep: Class 23 contains 6767 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7019 members 
Mstep: Class 26 contains 11338 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 18079 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59443 members 
Mstep: Class 31 contains 46054 members 
Mstep: Class 32 contains 31993 members 
Mstep: Class 33 contains 27377 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5906 members 
Mstep: Class 36 contains 7098 members 
Mstep: Class 37 contains 1895 members 
Mstep: Class 38 contains 13839 members 
Mstep: Class 39 contains 2042 members 
Mstep: Class 40 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910484.000000 Penalty: 132408.000000
Iteration 123Q: 41 clusters Score -5.891048e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8700 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 13130 members 
Mstep: Class 8 contains 12320 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 25184 members 
Mstep: Class 12 contains 15293 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 96662 members 
Mstep: Class 15 contains 19767 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 18452 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1805 members 
Mstep: Class 22 contains 58025 members 
Mstep: Class 23 contains 6764 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7017 members 
Mstep: Class 26 contains 11313 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 18057 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59449 members 
Mstep: Class 31 contains 46052 members 
Mstep: Class 32 contains 31995 members 
Mstep: Class 33 contains 27385 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5906 members 
Mstep: Class 36 contains 7095 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13841 members 
Mstep: Class 39 contains 2042 members 
Mstep: Class 40 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910512.000000 Penalty: 132408.000000
Iteration 124Q: 41 clusters Score -5.891051e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8706 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 12307 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14826 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 96679 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 58021 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 7016 members 
Mstep: Class 26 contains 11294 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 18039 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59454 members 
Mstep: Class 31 contains 46050 members 
Mstep: Class 32 contains 32001 members 
Mstep: Class 33 contains 27390 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5907 members 
Mstep: Class 36 contains 7091 members 
Mstep: Class 37 contains 1896 members 
Mstep: Class 38 contains 13841 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910500.000000 Penalty: 132408.000000
Iteration 125Q: 41 clusters Score -5.89105e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 8315 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 12295 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 25182 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 96700 members 
Mstep: Class 15 contains 19767 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 18435 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 58018 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 7013 members 
Mstep: Class 26 contains 11265 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 18017 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59457 members 
Mstep: Class 31 contains 46046 members 
Mstep: Class 32 contains 32008 members 
Mstep: Class 33 contains 27392 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7085 members 
Mstep: Class 37 contains 1896 members 
Mstep: Class 38 contains 13843 members 
Mstep: Class 39 contains 2045 members 
Mstep: Class 40 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910468.000000 Penalty: 132408.000000
Iteration 126Q: 41 clusters Score -5.891047e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8720 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 13115 members 
Mstep: Class 8 contains 12284 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14844 members 
Mstep: Class 11 contains 25182 members 
Mstep: Class 12 contains 15288 members 
Mstep: Class 13 contains 14412 members 
Mstep: Class 14 contains 96720 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 18428 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 58015 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 7010 members 
Mstep: Class 26 contains 11256 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 18001 members 
Mstep: Class 29 contains 6644 members 
Mstep: Class 30 contains 59454 members 
Mstep: Class 31 contains 46044 members 
Mstep: Class 32 contains 32013 members 
Mstep: Class 33 contains 27393 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5909 members 
Mstep: Class 36 contains 7078 members 
Mstep: Class 37 contains 1895 members 
Mstep: Class 38 contains 13844 members 
Mstep: Class 39 contains 2046 members 
Mstep: Class 40 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910536.000000 Penalty: 132408.000000
Iteration 127Q: 41 clusters Score -5.891054e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 12278 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 25183 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 96728 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 8815 members 
Mstep: Class 17 contains 18422 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 58012 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 7002 members 
Mstep: Class 26 contains 11250 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17997 members 
Mstep: Class 29 contains 6644 members 
Mstep: Class 30 contains 59457 members 
Mstep: Class 31 contains 46040 members 
Mstep: Class 32 contains 32018 members 
Mstep: Class 33 contains 27393 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7073 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13845 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910556.000000 Penalty: 132408.000000
Iteration 128Q: 41 clusters Score -5.891056e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 13104 members 
Mstep: Class 8 contains 12272 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14842 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 96735 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 8816 members 
Mstep: Class 17 contains 18415 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6819 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 58006 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 11253 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17989 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 59462 members 
Mstep: Class 31 contains 46033 members 
Mstep: Class 32 contains 32023 members 
Mstep: Class 33 contains 27392 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7066 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13846 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910628.000000 Penalty: 132408.000000
Iteration 129Q: 41 clusters Score -5.891063e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 12278 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14845 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 15291 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 96748 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 8815 members 
Mstep: Class 17 contains 18403 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 57996 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6997 members 
Mstep: Class 26 contains 11244 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17975 members 
Mstep: Class 29 contains 6640 members 
Mstep: Class 30 contains 59466 members 
Mstep: Class 31 contains 46031 members 
Mstep: Class 32 contains 32027 members 
Mstep: Class 33 contains 27393 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5907 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13846 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910604.000000 Penalty: 132408.000000
Iteration 130Q: 41 clusters Score -5.89106e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 13092 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 15294 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 96764 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 18402 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 57987 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6995 members 
Mstep: Class 26 contains 11235 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17957 members 
Mstep: Class 29 contains 6640 members 
Mstep: Class 30 contains 59471 members 
Mstep: Class 31 contains 46029 members 
Mstep: Class 32 contains 32028 members 
Mstep: Class 33 contains 27394 members 
Mstep: Class 34 contains 6404 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13846 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910708.000000 Penalty: 132408.000000
Iteration 131Q: 41 clusters Score -5.891071e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 13085 members 
Mstep: Class 8 contains 12288 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 25179 members 
Mstep: Class 12 contains 15294 members 
Mstep: Class 13 contains 14403 members 
Mstep: Class 14 contains 96781 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 18404 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 57979 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6992 members 
Mstep: Class 26 contains 11228 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17939 members 
Mstep: Class 29 contains 6639 members 
Mstep: Class 30 contains 59469 members 
Mstep: Class 31 contains 46027 members 
Mstep: Class 32 contains 32028 members 
Mstep: Class 33 contains 27395 members 
Mstep: Class 34 contains 6402 members 
Mstep: Class 35 contains 5909 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13847 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910568.000000 Penalty: 132408.000000
Iteration 132Q: 41 clusters Score -5.891057e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 8446 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 13080 members 
Mstep: Class 8 contains 12289 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14858 members 
Mstep: Class 11 contains 25179 members 
Mstep: Class 12 contains 15297 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96794 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 18403 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6815 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 57967 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6990 members 
Mstep: Class 26 contains 11218 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17924 members 
Mstep: Class 29 contains 6639 members 
Mstep: Class 30 contains 59470 members 
Mstep: Class 31 contains 46023 members 
Mstep: Class 32 contains 32030 members 
Mstep: Class 33 contains 27397 members 
Mstep: Class 34 contains 6402 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13847 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910656.000000 Penalty: 132408.000000
Iteration 133Q: 41 clusters Score -5.891066e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 13071 members 
Mstep: Class 8 contains 12290 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 25179 members 
Mstep: Class 12 contains 15295 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96810 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18401 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 57960 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6990 members 
Mstep: Class 26 contains 11217 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17908 members 
Mstep: Class 29 contains 6639 members 
Mstep: Class 30 contains 59470 members 
Mstep: Class 31 contains 46022 members 
Mstep: Class 32 contains 32032 members 
Mstep: Class 33 contains 27397 members 
Mstep: Class 34 contains 6402 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7054 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13847 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910680.000000 Penalty: 132408.000000
Iteration 134Q: 41 clusters Score -5.891068e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 8461 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 13071 members 
Mstep: Class 8 contains 12295 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14870 members 
Mstep: Class 11 contains 25178 members 
Mstep: Class 12 contains 15295 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96820 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 18398 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 57953 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6986 members 
Mstep: Class 26 contains 11221 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17900 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 59470 members 
Mstep: Class 31 contains 46019 members 
Mstep: Class 32 contains 32031 members 
Mstep: Class 33 contains 27397 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7054 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13848 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910688.000000 Penalty: 132408.000000
Iteration 135Q: 41 clusters Score -5.891069e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 8467 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 13065 members 
Mstep: Class 8 contains 12301 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 25178 members 
Mstep: Class 12 contains 15298 members 
Mstep: Class 13 contains 14403 members 
Mstep: Class 14 contains 96832 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 18402 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57947 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11220 members 
Mstep: Class 27 contains 10143 members 
Mstep: Class 28 contains 17890 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 59466 members 
Mstep: Class 31 contains 46018 members 
Mstep: Class 32 contains 32030 members 
Mstep: Class 33 contains 27399 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7054 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13849 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910684.000000 Penalty: 132408.000000
Iteration 136Q: 41 clusters Score -5.891068e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 8472 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 13051 members 
Mstep: Class 8 contains 12303 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 25178 members 
Mstep: Class 12 contains 15298 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96838 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18403 members 
Mstep: Class 18 contains 5718 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57944 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6980 members 
Mstep: Class 26 contains 11226 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17882 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 59466 members 
Mstep: Class 31 contains 46015 members 
Mstep: Class 32 contains 32030 members 
Mstep: Class 33 contains 27399 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5909 members 
Mstep: Class 36 contains 7054 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13851 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910700.000000 Penalty: 132408.000000
Iteration 137Q: 41 clusters Score -5.89107e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 8483 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 13043 members 
Mstep: Class 8 contains 12301 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 25177 members 
Mstep: Class 12 contains 15296 members 
Mstep: Class 13 contains 14405 members 
Mstep: Class 14 contains 96847 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18394 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57942 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6980 members 
Mstep: Class 26 contains 11227 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17875 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 59468 members 
Mstep: Class 31 contains 46003 members 
Mstep: Class 32 contains 32031 members 
Mstep: Class 33 contains 27400 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5909 members 
Mstep: Class 36 contains 7053 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13857 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910612.000000 Penalty: 132408.000000
Iteration 138Q: 41 clusters Score -5.891061e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 13033 members 
Mstep: Class 8 contains 12303 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15294 members 
Mstep: Class 13 contains 14405 members 
Mstep: Class 14 contains 96860 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 18384 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57941 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6980 members 
Mstep: Class 26 contains 11225 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17864 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 59469 members 
Mstep: Class 31 contains 45998 members 
Mstep: Class 32 contains 32035 members 
Mstep: Class 33 contains 27401 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5909 members 
Mstep: Class 36 contains 7055 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13861 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910696.000000 Penalty: 132408.000000
Iteration 139Q: 41 clusters Score -5.89107e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6522 members 
Mstep: Class 5 contains 8502 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 13026 members 
Mstep: Class 8 contains 12304 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15291 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 96870 members 
Mstep: Class 15 contains 19779 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18375 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57940 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6981 members 
Mstep: Class 26 contains 11220 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17852 members 
Mstep: Class 29 contains 6634 members 
Mstep: Class 30 contains 59474 members 
Mstep: Class 31 contains 45992 members 
Mstep: Class 32 contains 32038 members 
Mstep: Class 33 contains 27403 members 
Mstep: Class 34 contains 6402 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13862 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910676.000000 Penalty: 132408.000000
Iteration 140F: 41 clusters Score -5.891068e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 13020 members 
Mstep: Class 8 contains 12304 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 14403 members 
Mstep: Class 14 contains 96886 members 
Mstep: Class 15 contains 19784 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 18368 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57937 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6982 members 
Mstep: Class 26 contains 11216 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17838 members 
Mstep: Class 29 contains 6634 members 
Mstep: Class 30 contains 59472 members 
Mstep: Class 31 contains 45988 members 
Mstep: Class 32 contains 32039 members 
Mstep: Class 33 contains 27404 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13864 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910768.000000 Penalty: 132408.000000
Iteration 141Q: 41 clusters Score -5.891077e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8522 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 12304 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14900 members 
Mstep: Class 11 contains 25176 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 14400 members 
Mstep: Class 14 contains 96900 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 18363 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6815 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57930 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6980 members 
Mstep: Class 26 contains 11214 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17827 members 
Mstep: Class 29 contains 6634 members 
Mstep: Class 30 contains 59469 members 
Mstep: Class 31 contains 45985 members 
Mstep: Class 32 contains 32041 members 
Mstep: Class 33 contains 27406 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13865 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910724.000000 Penalty: 132408.000000
Iteration 142Q: 41 clusters Score -5.891072e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 25176 members 
Mstep: Class 12 contains 15288 members 
Mstep: Class 13 contains 14398 members 
Mstep: Class 14 contains 96908 members 
Mstep: Class 15 contains 19789 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 18357 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 4833 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57929 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6978 members 
Mstep: Class 26 contains 11210 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17819 members 
Mstep: Class 29 contains 6633 members 
Mstep: Class 30 contains 59470 members 
Mstep: Class 31 contains 45983 members 
Mstep: Class 32 contains 32043 members 
Mstep: Class 33 contains 27408 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13867 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910696.000000 Penalty: 132408.000000
Iteration 143Q: 41 clusters Score -5.89107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 13011 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14912 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15288 members 
Mstep: Class 13 contains 14397 members 
Mstep: Class 14 contains 96913 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 18350 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57928 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 11211 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 17813 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59472 members 
Mstep: Class 31 contains 45981 members 
Mstep: Class 32 contains 32043 members 
Mstep: Class 33 contains 27410 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5909 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13868 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910696.000000 Penalty: 132408.000000
Iteration 144Q: 41 clusters Score -5.89107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 13005 members 
Mstep: Class 8 contains 12293 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14914 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 14397 members 
Mstep: Class 14 contains 96915 members 
Mstep: Class 15 contains 19797 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57928 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 11213 members 
Mstep: Class 27 contains 10145 members 
Mstep: Class 28 contains 17806 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59473 members 
Mstep: Class 31 contains 45979 members 
Mstep: Class 32 contains 32045 members 
Mstep: Class 33 contains 27410 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5911 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13868 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910672.000000 Penalty: 132408.000000
Iteration 145Q: 41 clusters Score -5.891067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 12999 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 14398 members 
Mstep: Class 14 contains 96917 members 
Mstep: Class 15 contains 19798 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57927 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 11213 members 
Mstep: Class 27 contains 10145 members 
Mstep: Class 28 contains 17802 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59473 members 
Mstep: Class 31 contains 45978 members 
Mstep: Class 32 contains 32046 members 
Mstep: Class 33 contains 27410 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5911 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13869 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910756.000000 Penalty: 132408.000000
Iteration 146Q: 41 clusters Score -5.891076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 12994 members 
Mstep: Class 8 contains 12280 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14919 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 14397 members 
Mstep: Class 14 contains 96922 members 
Mstep: Class 15 contains 19796 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18349 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57927 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 11214 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17800 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59473 members 
Mstep: Class 31 contains 45977 members 
Mstep: Class 32 contains 32047 members 
Mstep: Class 33 contains 27410 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13869 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910688.000000 Penalty: 132408.000000
Iteration 147Q: 41 clusters Score -5.891069e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 12991 members 
Mstep: Class 8 contains 12276 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14922 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15293 members 
Mstep: Class 13 contains 14397 members 
Mstep: Class 14 contains 96927 members 
Mstep: Class 15 contains 19796 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57925 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 11215 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17795 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59474 members 
Mstep: Class 31 contains 45976 members 
Mstep: Class 32 contains 32049 members 
Mstep: Class 33 contains 27410 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13868 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910776.000000 Penalty: 132408.000000
Iteration 148Q: 41 clusters Score -5.891078e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 12983 members 
Mstep: Class 8 contains 12282 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15292 members 
Mstep: Class 13 contains 14395 members 
Mstep: Class 14 contains 96931 members 
Mstep: Class 15 contains 19796 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18345 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57922 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6978 members 
Mstep: Class 26 contains 11216 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17792 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59472 members 
Mstep: Class 31 contains 45973 members 
Mstep: Class 32 contains 32051 members 
Mstep: Class 33 contains 27410 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7056 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13870 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910748.000000 Penalty: 132408.000000
Iteration 149Q: 41 clusters Score -5.891075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 8556 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 12977 members 
Mstep: Class 8 contains 12282 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15292 members 
Mstep: Class 13 contains 14394 members 
Mstep: Class 14 contains 96935 members 
Mstep: Class 15 contains 19797 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18340 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57922 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6979 members 
Mstep: Class 26 contains 11214 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59472 members 
Mstep: Class 31 contains 45974 members 
Mstep: Class 32 contains 32054 members 
Mstep: Class 33 contains 27412 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7057 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13870 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910768.000000 Penalty: 132408.000000
Iteration 150Q: 41 clusters Score -5.891077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 12973 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15292 members 
Mstep: Class 13 contains 14393 members 
Mstep: Class 14 contains 96936 members 
Mstep: Class 15 contains 19798 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18335 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57921 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6981 members 
Mstep: Class 26 contains 11213 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59470 members 
Mstep: Class 31 contains 45973 members 
Mstep: Class 32 contains 32058 members 
Mstep: Class 33 contains 27412 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7057 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13871 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910764.000000 Penalty: 132408.000000
Iteration 151Q: 41 clusters Score -5.891076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12970 members 
Mstep: Class 8 contains 12276 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15291 members 
Mstep: Class 13 contains 14392 members 
Mstep: Class 14 contains 96936 members 
Mstep: Class 15 contains 19800 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 18333 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57921 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11210 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59471 members 
Mstep: Class 31 contains 45972 members 
Mstep: Class 32 contains 32058 members 
Mstep: Class 33 contains 27414 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7057 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13873 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910744.000000 Penalty: 132408.000000
Iteration 152Q: 41 clusters Score -5.891074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12966 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 96936 members 
Mstep: Class 15 contains 19799 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 18331 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57921 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11211 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59472 members 
Mstep: Class 31 contains 45972 members 
Mstep: Class 32 contains 32059 members 
Mstep: Class 33 contains 27414 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13873 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910756.000000 Penalty: 132408.000000
Iteration 153Q: 41 clusters Score -5.891076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12964 members 
Mstep: Class 8 contains 12280 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15287 members 
Mstep: Class 13 contains 14390 members 
Mstep: Class 14 contains 96937 members 
Mstep: Class 15 contains 19801 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 18324 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57920 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59473 members 
Mstep: Class 31 contains 45971 members 
Mstep: Class 32 contains 32060 members 
Mstep: Class 33 contains 27415 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13874 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910720.000000 Penalty: 132408.000000
Iteration 154Q: 41 clusters Score -5.891072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 8 contains 12280 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 96938 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 18318 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6825 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57919 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11209 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59474 members 
Mstep: Class 31 contains 45972 members 
Mstep: Class 32 contains 32062 members 
Mstep: Class 33 contains 27416 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13874 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910772.000000 Penalty: 132408.000000
Iteration 155Q: 41 clusters Score -5.891077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8585 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12959 members 
Mstep: Class 8 contains 12283 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 96937 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 18312 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11207 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17789 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59474 members 
Mstep: Class 31 contains 45974 members 
Mstep: Class 32 contains 32063 members 
Mstep: Class 33 contains 27416 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13874 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910764.000000 Penalty: 132408.000000
Iteration 156Q: 41 clusters Score -5.891076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8588 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12957 members 
Mstep: Class 8 contains 12283 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 14388 members 
Mstep: Class 14 contains 96938 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18306 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11206 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17788 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59475 members 
Mstep: Class 31 contains 45975 members 
Mstep: Class 32 contains 32063 members 
Mstep: Class 33 contains 27416 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5912 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13874 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910720.000000 Penalty: 132408.000000
Iteration 157Q: 41 clusters Score -5.891072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8590 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12955 members 
Mstep: Class 8 contains 12284 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15284 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96940 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18300 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11204 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17787 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59475 members 
Mstep: Class 31 contains 45973 members 
Mstep: Class 32 contains 32065 members 
Mstep: Class 33 contains 27417 members 
Mstep: Class 34 contains 6402 members 
Mstep: Class 35 contains 5913 members 
Mstep: Class 36 contains 7058 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13875 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910764.000000 Penalty: 132408.000000
Iteration 158Q: 41 clusters Score -5.891076e+07 nChanged 20
Entering ConstructFrom: 
Score: -58910764.000000 Penalty: 132408.000000
Entering ConstructFrom: 
Trying to split cluster 1 (7441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Entering Unmasked Estep 
Score: -707552.875000 Penalty: 2210.860596
	Iteration 0F: 2 clusters Score -707552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -701520.375000 Penalty: 4421.721191
	Iteration 0F: 3 clusters Score -701520.4 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -703521.937500 Penalty: 4421.721191
	Iteration 1F: 3 clusters Score -703521.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -704333.187500 Penalty: 4421.721191
	Iteration 2F: 3 clusters Score -704333.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -705181.437500 Penalty: 4421.721191
	Iteration 3F: 3 clusters Score -705181.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -705939.125000 Penalty: 4421.721191
	Iteration 4F: 3 clusters Score -705939.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -706436.937500 Penalty: 4421.721191
	Iteration 5F: 3 clusters Score -706436.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -706795.437500 Penalty: 4421.721191
	Iteration 6Q: 3 clusters Score -706795.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -707034.750000 Penalty: 4421.721191
	Iteration 7Q: 3 clusters Score -707034.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -707173.250000 Penalty: 4421.721191
	Iteration 8Q: 3 clusters Score -707173.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -707276.875000 Penalty: 4421.721191
	Iteration 9Q: 3 clusters Score -707276.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -707345.750000 Penalty: 4421.721191
	Iteration 10Q: 3 clusters Score -707345.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -707423.187500 Penalty: 4421.721191
	Iteration 11Q: 3 clusters Score -707423.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -707483.687500 Penalty: 4421.721191
	Iteration 12Q: 3 clusters Score -707483.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -707521.500000 Penalty: 4421.721191
	Iteration 13Q: 3 clusters Score -707521.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -707559.687500 Penalty: 4421.721191
	Iteration 14Q: 3 clusters Score -707559.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -707572.250000 Penalty: 4421.721191
	Iteration 15Q: 3 clusters Score -707572.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -707582.750000 Penalty: 4421.721191
	Iteration 16Q: 3 clusters Score -707582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -707586.250000 Penalty: 4421.721191
	Iteration 17Q: 3 clusters Score -707586.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -707590.500000 Penalty: 4421.721191
	Iteration 18Q: 3 clusters Score -707590.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -707594.812500 Penalty: 4421.721191
	Iteration 19Q: 3 clusters Score -707594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -707597.312500 Penalty: 4421.721191
	Iteration 20F: 3 clusters Score -707597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -707596.812500 Penalty: 4421.721191
	Iteration 21Q: 3 clusters Score -707596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -707597.000000 Penalty: 4421.721191
	Iteration 22Q: 3 clusters Score -707597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -707599.125000 Penalty: 4421.721191
	Iteration 23Q: 3 clusters Score -707599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -707601.000000 Penalty: 4421.721191
	Iteration 24Q: 3 clusters Score -707601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -707599.687500 Penalty: 4421.721191
	Iteration 25Q: 3 clusters Score -707599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -707600.500000 Penalty: 4421.721191
	Iteration 26Q: 3 clusters Score -707600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -707601.062500 Penalty: 4421.721191
	Iteration 27Q: 3 clusters Score -707601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -707602.437500 Penalty: 4421.721191
	Iteration 28Q: 3 clusters Score -707602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -707604.312500 Penalty: 4421.721191
	Iteration 29Q: 3 clusters Score -707604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -707604.312500 Penalty: 4421.721191
	Iteration 30F: 3 clusters Score -707604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8589 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14930 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15281 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96941 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18298 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17787 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59475 members 
Mstep: Class 31 contains 45971 members 
Mstep: Class 32 contains 32065 members 
Mstep: Class 33 contains 27417 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13876 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 6505 members 
Entering Unmasked Estep 
Score: -58909864.000000 Penalty: 135718.187500
Splitting cluster 1 changes total score from -58910764.000000 to -58909864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -479246.593750 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -479246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -474495.906250 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -474495.9 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -476009.031250 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -476009 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -476543.406250 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -476543.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -476913.500000 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -476913.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -477235.843750 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -477235.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -477540.000000 Penalty: 4257.622559
	Iteration 5F: 3 clusters Score -477540 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -477830.343750 Penalty: 4257.622559
	Iteration 6F: 3 clusters Score -477830.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -478084.968750 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -478085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -478256.968750 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -478257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -478365.218750 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -478365.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -478449.031250 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -478449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -478519.187500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -478519.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -478578.000000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -478578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -478646.562500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -478646.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -478702.843750 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -478702.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -478763.437500 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -478763.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -478822.656250 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -478822.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -478874.531250 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -478874.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -478921.812500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -478921.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -478952.562500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -478952.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -478970.937500 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -478970.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -478992.281250 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -478992.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -479011.218750 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -479011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -479025.062500 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -479025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -479032.843750 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -479032.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -479042.687500 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -479042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -479046.625000 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -479046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -479048.156250 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -479048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -479051.937500 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -479051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -479053.343750 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -479053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -479053.843750 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -479053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -479053.625000 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -479053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -479055.281250 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -479055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -479057.625000 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -479057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -479058.500000 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -479058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -479058.500000 Penalty: 4257.622559
	Iteration 35F: 3 clusters Score -479058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -837492.625000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -837492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -830610.062500 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -830610.1 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -832542.562500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -832542.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -832908.687500 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -832908.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -833264.750000 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -833264.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -833591.812500 Penalty: 4502.323730
	Iteration 4F: 3 clusters Score -833591.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -833882.062500 Penalty: 4502.323730
	Iteration 5F: 3 clusters Score -833882.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -834120.062500 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -834120.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -834316.625000 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -834316.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -834493.562500 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -834493.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -834623.187500 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -834623.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -834737.062500 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -834737.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -834817.937500 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -834817.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -834874.625000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -834874.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -834925.812500 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -834925.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -834960.187500 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -834960.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -835002.500000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -835002.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -835042.375000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -835042.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -835087.937500 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -835087.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -835128.875000 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -835128.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -835164.625000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -835164.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -835194.500000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -835194.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -835217.875000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -835217.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -835238.125000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -835238.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -835260.875000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -835260.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -835284.125000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -835284.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -835309.187500 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -835309.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -835341.937500 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -835341.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -835378.500000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -835378.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -835424.375000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -835424.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -835484.125000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -835484.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -835535.937500 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -835535.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -835580.875000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -835580.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -835629.500000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -835629.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -835702.812500 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -835702.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -835773.500000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -835773.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -835857.875000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -835857.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -835963.000000 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -835963 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -836073.500000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -836073.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -836192.062500 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -836192.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -836323.375000 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -836323.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -836490.125000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -836490.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -836657.000000 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -836657 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -836784.000000 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -836784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -836895.562500 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -836895.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -836983.750000 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -836983.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -837075.250000 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -837075.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -837129.812500 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -837129.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -837171.125000 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -837171.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -837197.187500 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -837197.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -837209.812500 Penalty: 4502.323730
	Iteration 49Q: 3 clusters Score -837209.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -837222.062500 Penalty: 4502.323730
	Iteration 50Q: 3 clusters Score -837222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -837225.500000 Penalty: 4502.323730
	Iteration 51Q: 3 clusters Score -837225.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -837230.375000 Penalty: 4502.323730
	Iteration 52Q: 3 clusters Score -837230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -837232.437500 Penalty: 4502.323730
	Iteration 53Q: 3 clusters Score -837232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -837234.375000 Penalty: 4502.323730
	Iteration 54Q: 3 clusters Score -837234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -837235.375000 Penalty: 4502.323730
	Iteration 55Q: 3 clusters Score -837235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -837236.812500 Penalty: 4502.323730
	Iteration 56Q: 3 clusters Score -837236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -837238.125000 Penalty: 4502.323730
	Iteration 57Q: 3 clusters Score -837238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -837239.187500 Penalty: 4502.323730
	Iteration 58Q: 3 clusters Score -837239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -837237.687500 Penalty: 4502.323730
	Iteration 59Q: 3 clusters Score -837237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -837237.687500 Penalty: 4502.323730
	Iteration 60F: 3 clusters Score -837237.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -656793.500000 Penalty: 2178.206299
	Iteration 0F: 2 clusters Score -656793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -651325.250000 Penalty: 4356.412598
	Iteration 0F: 3 clusters Score -651325.2 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -652817.875000 Penalty: 4356.412598
	Iteration 1F: 3 clusters Score -652817.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -653189.562500 Penalty: 4356.412598
	Iteration 2F: 3 clusters Score -653189.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -653474.125000 Penalty: 4356.412598
	Iteration 3F: 3 clusters Score -653474.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -653717.562500 Penalty: 4356.412598
	Iteration 4F: 3 clusters Score -653717.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -653933.250000 Penalty: 4356.412598
	Iteration 5Q: 3 clusters Score -653933.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -654112.500000 Penalty: 4356.412598
	Iteration 6Q: 3 clusters Score -654112.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -654257.437500 Penalty: 4356.412598
	Iteration 7Q: 3 clusters Score -654257.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -654381.875000 Penalty: 4356.412598
	Iteration 8Q: 3 clusters Score -654381.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -654489.312500 Penalty: 4356.412598
	Iteration 9Q: 3 clusters Score -654489.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -654574.687500 Penalty: 4356.412598
	Iteration 10Q: 3 clusters Score -654574.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -654648.625000 Penalty: 4356.412598
	Iteration 11Q: 3 clusters Score -654648.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -654713.312500 Penalty: 4356.412598
	Iteration 12Q: 3 clusters Score -654713.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -654773.062500 Penalty: 4356.412598
	Iteration 13Q: 3 clusters Score -654773.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -654831.937500 Penalty: 4356.412598
	Iteration 14Q: 3 clusters Score -654831.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -654874.812500 Penalty: 4356.412598
	Iteration 15Q: 3 clusters Score -654874.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -654907.000000 Penalty: 4356.412598
	Iteration 16Q: 3 clusters Score -654907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -654932.875000 Penalty: 4356.412598
	Iteration 17Q: 3 clusters Score -654932.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -654955.750000 Penalty: 4356.412598
	Iteration 18Q: 3 clusters Score -654955.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -654974.312500 Penalty: 4356.412598
	Iteration 19Q: 3 clusters Score -654974.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -654991.500000 Penalty: 4356.412598
	Iteration 20F: 3 clusters Score -654991.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -655001.250000 Penalty: 4356.412598
	Iteration 21Q: 3 clusters Score -655001.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -655013.375000 Penalty: 4356.412598
	Iteration 22Q: 3 clusters Score -655013.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -655024.500000 Penalty: 4356.412598
	Iteration 23Q: 3 clusters Score -655024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -655028.312500 Penalty: 4356.412598
	Iteration 24Q: 3 clusters Score -655028.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -655030.437500 Penalty: 4356.412598
	Iteration 25Q: 3 clusters Score -655030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -655033.562500 Penalty: 4356.412598
	Iteration 26Q: 3 clusters Score -655033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -655034.187500 Penalty: 4356.412598
	Iteration 27Q: 3 clusters Score -655034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -655034.687500 Penalty: 4356.412598
	Iteration 28Q: 3 clusters Score -655034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -655036.937500 Penalty: 4356.412598
	Iteration 29Q: 3 clusters Score -655036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -655036.937500 Penalty: 4356.412598
	Iteration 30Q: 3 clusters Score -655036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -655038.312500 Penalty: 4356.412598
	Iteration 31Q: 3 clusters Score -655038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -655038.500000 Penalty: 4356.412598
	Iteration 32Q: 3 clusters Score -655038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -655038.812500 Penalty: 4356.412598
	Iteration 33Q: 3 clusters Score -655038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -655038.375000 Penalty: 4356.412598
	Iteration 34Q: 3 clusters Score -655038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -655038.375000 Penalty: 4356.412598
	Iteration 35F: 3 clusters Score -655038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Entering Unmasked Estep 
Score: -776631.625000 Penalty: 2246.443115
	Iteration 0F: 2 clusters Score -776631.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -769809.312500 Penalty: 4492.886230
	Iteration 0F: 3 clusters Score -769809.3 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -771924.500000 Penalty: 4492.886230
	Iteration 1F: 3 clusters Score -771924.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -772352.750000 Penalty: 4492.886230
	Iteration 2F: 3 clusters Score -772352.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -772719.625000 Penalty: 4492.886230
	Iteration 3F: 3 clusters Score -772719.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -773088.125000 Penalty: 4492.886230
	Iteration 4F: 3 clusters Score -773088.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -773556.250000 Penalty: 4492.886230
	Iteration 5F: 3 clusters Score -773556.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -774256.125000 Penalty: 4492.886230
	Iteration 6F: 3 clusters Score -774256.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -774841.125000 Penalty: 4492.886230
	Iteration 7F: 3 clusters Score -774841.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -775285.187500 Penalty: 4492.886230
	Iteration 8F: 3 clusters Score -775285.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -775590.875000 Penalty: 4492.886230
	Iteration 9Q: 3 clusters Score -775590.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -775799.000000 Penalty: 4492.886230
	Iteration 10Q: 3 clusters Score -775799 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -775915.937500 Penalty: 4492.886230
	Iteration 11Q: 3 clusters Score -775915.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -775972.437500 Penalty: 4492.886230
	Iteration 12Q: 3 clusters Score -775972.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -776006.125000 Penalty: 4492.886230
	Iteration 13Q: 3 clusters Score -776006.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -776040.625000 Penalty: 4492.886230
	Iteration 14Q: 3 clusters Score -776040.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -776061.125000 Penalty: 4492.886230
	Iteration 15Q: 3 clusters Score -776061.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -776080.125000 Penalty: 4492.886230
	Iteration 16Q: 3 clusters Score -776080.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -776094.750000 Penalty: 4492.886230
	Iteration 17Q: 3 clusters Score -776094.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -776107.312500 Penalty: 4492.886230
	Iteration 18Q: 3 clusters Score -776107.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -776115.562500 Penalty: 4492.886230
	Iteration 19Q: 3 clusters Score -776115.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -776116.562500 Penalty: 4492.886230
	Iteration 20F: 3 clusters Score -776116.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -776121.687500 Penalty: 4492.886230
	Iteration 21Q: 3 clusters Score -776121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -776126.437500 Penalty: 4492.886230
	Iteration 22Q: 3 clusters Score -776126.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -776132.500000 Penalty: 4492.886230
	Iteration 23Q: 3 clusters Score -776132.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -776139.812500 Penalty: 4492.886230
	Iteration 24Q: 3 clusters Score -776139.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -776146.437500 Penalty: 4492.886230
	Iteration 25Q: 3 clusters Score -776146.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -776152.062500 Penalty: 4492.886230
	Iteration 26Q: 3 clusters Score -776152.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -776158.437500 Penalty: 4492.886230
	Iteration 27Q: 3 clusters Score -776158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -776163.687500 Penalty: 4492.886230
	Iteration 28Q: 3 clusters Score -776163.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -776165.125000 Penalty: 4492.886230
	Iteration 29Q: 3 clusters Score -776165.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -776174.312500 Penalty: 4492.886230
	Iteration 30Q: 3 clusters Score -776174.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -776179.062500 Penalty: 4492.886230
	Iteration 31Q: 3 clusters Score -776179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -776180.687500 Penalty: 4492.886230
	Iteration 32Q: 3 clusters Score -776180.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -776187.812500 Penalty: 4492.886230
	Iteration 33Q: 3 clusters Score -776187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -776190.750000 Penalty: 4492.886230
	Iteration 34Q: 3 clusters Score -776190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -776191.812500 Penalty: 4492.886230
	Iteration 35Q: 3 clusters Score -776191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -776197.750000 Penalty: 4492.886230
	Iteration 36Q: 3 clusters Score -776197.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -776201.687500 Penalty: 4492.886230
	Iteration 37Q: 3 clusters Score -776201.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -776205.312500 Penalty: 4492.886230
	Iteration 38Q: 3 clusters Score -776205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -776208.250000 Penalty: 4492.886230
	Iteration 39Q: 3 clusters Score -776208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -776211.312500 Penalty: 4492.886230
	Iteration 40F: 3 clusters Score -776211.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -776215.937500 Penalty: 4492.886230
	Iteration 41Q: 3 clusters Score -776215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -776217.250000 Penalty: 4492.886230
	Iteration 42Q: 3 clusters Score -776217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -776220.750000 Penalty: 4492.886230
	Iteration 43Q: 3 clusters Score -776220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -776222.937500 Penalty: 4492.886230
	Iteration 44Q: 3 clusters Score -776222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -776223.687500 Penalty: 4492.886230
	Iteration 45Q: 3 clusters Score -776223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -776224.625000 Penalty: 4492.886230
	Iteration 46Q: 3 clusters Score -776224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -776228.000000 Penalty: 4492.886230
	Iteration 47Q: 3 clusters Score -776228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -776230.250000 Penalty: 4492.886230
	Iteration 48Q: 3 clusters Score -776230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -776232.187500 Penalty: 4492.886230
	Iteration 49Q: 3 clusters Score -776232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -776233.937500 Penalty: 4492.886230
	Iteration 50Q: 3 clusters Score -776233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -776234.187500 Penalty: 4492.886230
	Iteration 51Q: 3 clusters Score -776234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -776237.437500 Penalty: 4492.886230
	Iteration 52Q: 3 clusters Score -776237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -776240.375000 Penalty: 4492.886230
	Iteration 53Q: 3 clusters Score -776240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -776240.937500 Penalty: 4492.886230
	Iteration 54Q: 3 clusters Score -776240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -776240.500000 Penalty: 4492.886230
	Iteration 55Q: 3 clusters Score -776240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -776240.125000 Penalty: 4492.886230
	Iteration 56Q: 3 clusters Score -776240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -776242.687500 Penalty: 4492.886230
	Iteration 57Q: 3 clusters Score -776242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -776241.625000 Penalty: 4492.886230
	Iteration 58Q: 3 clusters Score -776241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -776238.750000 Penalty: 4492.886230
	Iteration 59Q: 3 clusters Score -776238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -776239.375000 Penalty: 4492.886230
	Iteration 60F: 3 clusters Score -776239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -776240.625000 Penalty: 4492.886230
	Iteration 61Q: 3 clusters Score -776240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -776240.625000 Penalty: 4492.886230
	Iteration 62F: 3 clusters Score -776240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -245928.281250 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -245928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -242615.109375 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -242615.1 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -243528.953125 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -243529 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -243794.437500 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -243794.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -243970.937500 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -243970.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -244119.703125 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -244119.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -244235.968750 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -244236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -244328.765625 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -244328.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -244412.359375 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -244412.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -244478.125000 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -244478.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -244532.734375 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -244532.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -244577.203125 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -244577.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -244615.140625 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -244615.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244656.421875 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -244656.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -244689.343750 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -244689.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -244725.703125 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -244725.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -244778.343750 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -244778.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -244845.093750 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -244845.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -244894.046875 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -244894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -244922.718750 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -244922.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -244942.031250 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -244942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -244953.937500 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -244953.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -244962.343750 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -244962.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -244967.687500 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -244967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -244973.593750 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -244973.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -244981.296875 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -244981.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -244991.343750 Penalty: 3999.747803
	Iteration 25Q: 3 clusters Score -244991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -245002.031250 Penalty: 3999.747803
	Iteration 26Q: 3 clusters Score -245002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -245011.937500 Penalty: 3999.747803
	Iteration 27Q: 3 clusters Score -245011.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -245018.781250 Penalty: 3999.747803
	Iteration 28Q: 3 clusters Score -245018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -245023.375000 Penalty: 3999.747803
	Iteration 29Q: 3 clusters Score -245023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -245025.687500 Penalty: 3999.747803
	Iteration 30Q: 3 clusters Score -245025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -245028.218750 Penalty: 3999.747803
	Iteration 31Q: 3 clusters Score -245028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -245032.718750 Penalty: 3999.747803
	Iteration 32Q: 3 clusters Score -245032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -245037.281250 Penalty: 3999.747803
	Iteration 33Q: 3 clusters Score -245037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -245043.531250 Penalty: 3999.747803
	Iteration 34Q: 3 clusters Score -245043.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -245047.140625 Penalty: 3999.747803
	Iteration 35Q: 3 clusters Score -245047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -245051.734375 Penalty: 3999.747803
	Iteration 36Q: 3 clusters Score -245051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -245055.531250 Penalty: 3999.747803
	Iteration 37Q: 3 clusters Score -245055.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -245056.578125 Penalty: 3999.747803
	Iteration 38Q: 3 clusters Score -245056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -245057.453125 Penalty: 3999.747803
	Iteration 39Q: 3 clusters Score -245057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -245058.953125 Penalty: 3999.747803
	Iteration 40F: 3 clusters Score -245059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -245060.218750 Penalty: 3999.747803
	Iteration 41Q: 3 clusters Score -245060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -245060.203125 Penalty: 3999.747803
	Iteration 42Q: 3 clusters Score -245060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -245060.750000 Penalty: 3999.747803
	Iteration 43Q: 3 clusters Score -245060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -245062.468750 Penalty: 3999.747803
	Iteration 44Q: 3 clusters Score -245062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -245064.203125 Penalty: 3999.747803
	Iteration 45Q: 3 clusters Score -245064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -245065.875000 Penalty: 3999.747803
	Iteration 46Q: 3 clusters Score -245065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -245067.218750 Penalty: 3999.747803
	Iteration 47Q: 3 clusters Score -245067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -245070.375000 Penalty: 3999.747803
	Iteration 48Q: 3 clusters Score -245070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -245075.312500 Penalty: 3999.747803
	Iteration 49Q: 3 clusters Score -245075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -245077.796875 Penalty: 3999.747803
	Iteration 50Q: 3 clusters Score -245077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -245079.015625 Penalty: 3999.747803
	Iteration 51Q: 3 clusters Score -245079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -245083.812500 Penalty: 3999.747803
	Iteration 52Q: 3 clusters Score -245083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -245085.671875 Penalty: 3999.747803
	Iteration 53Q: 3 clusters Score -245085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -245086.734375 Penalty: 3999.747803
	Iteration 54Q: 3 clusters Score -245086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -245086.906250 Penalty: 3999.747803
	Iteration 55Q: 3 clusters Score -245086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -245087.562500 Penalty: 3999.747803
	Iteration 56Q: 3 clusters Score -245087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -245088.187500 Penalty: 3999.747803
	Iteration 57Q: 3 clusters Score -245088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -245088.500000 Penalty: 3999.747803
	Iteration 58Q: 3 clusters Score -245088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -245089.171875 Penalty: 3999.747803
	Iteration 59Q: 3 clusters Score -245089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -245089.703125 Penalty: 3999.747803
	Iteration 60F: 3 clusters Score -245089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -245090.656250 Penalty: 3999.747803
	Iteration 61Q: 3 clusters Score -245090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -245090.656250 Penalty: 3999.747803
	Iteration 62F: 3 clusters Score -245090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Entering Unmasked Estep 
Score: -1208352.875000 Penalty: 2348.351807
	Iteration 0F: 2 clusters Score -1208353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1198780.375000 Penalty: 4696.703613
	Iteration 0F: 3 clusters Score -1198780 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1202156.750000 Penalty: 4696.703613
	Iteration 1F: 3 clusters Score -1202157 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1202976.000000 Penalty: 4696.703613
	Iteration 2F: 3 clusters Score -1202976 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1203881.000000 Penalty: 4696.703613
	Iteration 3F: 3 clusters Score -1203881 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1204788.125000 Penalty: 4696.703613
	Iteration 4F: 3 clusters Score -1204788 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1205602.500000 Penalty: 4696.703613
	Iteration 5F: 3 clusters Score -1205602 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1206190.875000 Penalty: 4696.703613
	Iteration 6F: 3 clusters Score -1206191 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1206550.750000 Penalty: 4696.703613
	Iteration 7Q: 3 clusters Score -1206551 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1206795.875000 Penalty: 4696.703613
	Iteration 8Q: 3 clusters Score -1206796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1206951.250000 Penalty: 4696.703613
	Iteration 9Q: 3 clusters Score -1206951 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1207055.500000 Penalty: 4696.703613
	Iteration 10Q: 3 clusters Score -1207056 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1207125.500000 Penalty: 4696.703613
	Iteration 11Q: 3 clusters Score -1207126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1207176.500000 Penalty: 4696.703613
	Iteration 12Q: 3 clusters Score -1207176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1207221.750000 Penalty: 4696.703613
	Iteration 13Q: 3 clusters Score -1207222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1207251.375000 Penalty: 4696.703613
	Iteration 14Q: 3 clusters Score -1207251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1207275.000000 Penalty: 4696.703613
	Iteration 15Q: 3 clusters Score -1207275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1207290.250000 Penalty: 4696.703613
	Iteration 16Q: 3 clusters Score -1207290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1207304.250000 Penalty: 4696.703613
	Iteration 17Q: 3 clusters Score -1207304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1207317.875000 Penalty: 4696.703613
	Iteration 18Q: 3 clusters Score -1207318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1207334.625000 Penalty: 4696.703613
	Iteration 19Q: 3 clusters Score -1207335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1207345.875000 Penalty: 4696.703613
	Iteration 20F: 3 clusters Score -1207346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1207358.625000 Penalty: 4696.703613
	Iteration 21Q: 3 clusters Score -1207359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1207366.000000 Penalty: 4696.703613
	Iteration 22Q: 3 clusters Score -1207366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1207374.500000 Penalty: 4696.703613
	Iteration 23Q: 3 clusters Score -1207374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1207376.750000 Penalty: 4696.703613
	Iteration 24Q: 3 clusters Score -1207377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1207381.750000 Penalty: 4696.703613
	Iteration 25Q: 3 clusters Score -1207382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1207386.500000 Penalty: 4696.703613
	Iteration 26Q: 3 clusters Score -1207386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1207394.375000 Penalty: 4696.703613
	Iteration 27Q: 3 clusters Score -1207394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1207400.000000 Penalty: 4696.703613
	Iteration 28Q: 3 clusters Score -1207400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1207402.375000 Penalty: 4696.703613
	Iteration 29Q: 3 clusters Score -1207402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1207402.750000 Penalty: 4696.703613
	Iteration 30Q: 3 clusters Score -1207403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1207402.625000 Penalty: 4696.703613
	Iteration 31Q: 3 clusters Score -1207403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1207402.250000 Penalty: 4696.703613
	Iteration 32Q: 3 clusters Score -1207402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1207402.250000 Penalty: 4696.703613
	Iteration 33F: 3 clusters Score -1207402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Entering Unmasked Estep 
Score: -1167811.500000 Penalty: 2335.201172
	Iteration 0F: 2 clusters Score -1167812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1158829.250000 Penalty: 4670.402344
	Iteration 0F: 3 clusters Score -1158829 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1161883.750000 Penalty: 4670.402344
	Iteration 1F: 3 clusters Score -1161884 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1162559.250000 Penalty: 4670.402344
	Iteration 2F: 3 clusters Score -1162559 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1163271.000000 Penalty: 4670.402344
	Iteration 3F: 3 clusters Score -1163271 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1163957.125000 Penalty: 4670.402344
	Iteration 4F: 3 clusters Score -1163957 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1164559.125000 Penalty: 4670.402344
	Iteration 5F: 3 clusters Score -1164559 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1165044.250000 Penalty: 4670.402344
	Iteration 6F: 3 clusters Score -1165044 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1165372.500000 Penalty: 4670.402344
	Iteration 7Q: 3 clusters Score -1165372 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1165586.250000 Penalty: 4670.402344
	Iteration 8Q: 3 clusters Score -1165586 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1165724.875000 Penalty: 4670.402344
	Iteration 9Q: 3 clusters Score -1165725 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1165850.500000 Penalty: 4670.402344
	Iteration 10Q: 3 clusters Score -1165850 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1165956.375000 Penalty: 4670.402344
	Iteration 11Q: 3 clusters Score -1165956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1166076.625000 Penalty: 4670.402344
	Iteration 12Q: 3 clusters Score -1166077 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1166217.750000 Penalty: 4670.402344
	Iteration 13Q: 3 clusters Score -1166218 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1166352.375000 Penalty: 4670.402344
	Iteration 14Q: 3 clusters Score -1166352 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1166501.875000 Penalty: 4670.402344
	Iteration 15Q: 3 clusters Score -1166502 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1166656.125000 Penalty: 4670.402344
	Iteration 16Q: 3 clusters Score -1166656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1166815.250000 Penalty: 4670.402344
	Iteration 17Q: 3 clusters Score -1166815 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1166949.750000 Penalty: 4670.402344
	Iteration 18Q: 3 clusters Score -1166950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1167025.375000 Penalty: 4670.402344
	Iteration 19Q: 3 clusters Score -1167025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1167115.625000 Penalty: 4670.402344
	Iteration 20F: 3 clusters Score -1167116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1167185.125000 Penalty: 4670.402344
	Iteration 21Q: 3 clusters Score -1167185 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1167240.000000 Penalty: 4670.402344
	Iteration 22Q: 3 clusters Score -1167240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1167285.875000 Penalty: 4670.402344
	Iteration 23Q: 3 clusters Score -1167286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1167314.375000 Penalty: 4670.402344
	Iteration 24Q: 3 clusters Score -1167314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1167333.500000 Penalty: 4670.402344
	Iteration 25Q: 3 clusters Score -1167334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1167352.375000 Penalty: 4670.402344
	Iteration 26Q: 3 clusters Score -1167352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1167365.875000 Penalty: 4670.402344
	Iteration 27Q: 3 clusters Score -1167366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1167373.875000 Penalty: 4670.402344
	Iteration 28Q: 3 clusters Score -1167374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1167379.500000 Penalty: 4670.402344
	Iteration 29Q: 3 clusters Score -1167380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1167387.875000 Penalty: 4670.402344
	Iteration 30Q: 3 clusters Score -1167388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1167388.375000 Penalty: 4670.402344
	Iteration 31Q: 3 clusters Score -1167388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1167386.625000 Penalty: 4670.402344
	Iteration 32Q: 3 clusters Score -1167387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1167386.750000 Penalty: 4670.402344
	Iteration 33Q: 3 clusters Score -1167387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1167388.500000 Penalty: 4670.402344
	Iteration 34Q: 3 clusters Score -1167388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1167389.375000 Penalty: 4670.402344
	Iteration 35Q: 3 clusters Score -1167389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1167388.625000 Penalty: 4670.402344
	Iteration 36Q: 3 clusters Score -1167389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1167390.500000 Penalty: 4670.402344
	Iteration 37Q: 3 clusters Score -1167390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1167389.375000 Penalty: 4670.402344
	Iteration 38Q: 3 clusters Score -1167389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1167388.750000 Penalty: 4670.402344
	Iteration 39Q: 3 clusters Score -1167389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1167388.625000 Penalty: 4670.402344
	Iteration 40F: 3 clusters Score -1167389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -488240.406250 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -488240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -483779.125000 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -483779.1 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -484853.875000 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -484853.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -485067.718750 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -485067.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -485259.187500 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -485259.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -485449.468750 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -485449.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -485693.031250 Penalty: 4207.165039
	Iteration 5F: 3 clusters Score -485693 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -485978.718750 Penalty: 4207.165039
	Iteration 6F: 3 clusters Score -485978.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -486303.656250 Penalty: 4207.165039
	Iteration 7F: 3 clusters Score -486303.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -486574.406250 Penalty: 4207.165039
	Iteration 8F: 3 clusters Score -486574.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -486741.437500 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -486741.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -486850.031250 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -486850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -486905.718750 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -486905.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -486943.625000 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -486943.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -486967.093750 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -486967.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -486980.500000 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -486980.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -486986.656250 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -486986.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -486992.968750 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -486993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -486997.375000 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -486997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -487000.437500 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -487000.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -487004.250000 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -487004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -487007.093750 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -487007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -487009.562500 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -487009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -487011.687500 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -487011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -487013.437500 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -487013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -487014.000000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -487014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -487014.562500 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -487014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -487016.562500 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -487016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -487017.468750 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -487017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -487018.343750 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -487018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -487019.625000 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -487019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -487020.062500 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -487020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -487020.062500 Penalty: 4207.165039
	Iteration 31F: 3 clusters Score -487020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Entering Unmasked Estep 
Score: -1455886.000000 Penalty: 2383.559814
	Iteration 0F: 2 clusters Score -1455886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1445021.750000 Penalty: 4767.119629
	Iteration 0F: 3 clusters Score -1445022 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1448743.500000 Penalty: 4767.119629
	Iteration 1F: 3 clusters Score -1448744 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1449236.125000 Penalty: 4767.119629
	Iteration 2F: 3 clusters Score -1449236 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1449647.500000 Penalty: 4767.119629
	Iteration 3F: 3 clusters Score -1449648 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1450051.375000 Penalty: 4767.119629
	Iteration 4F: 3 clusters Score -1450051 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1450492.500000 Penalty: 4767.119629
	Iteration 5Q: 3 clusters Score -1450492 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1451010.000000 Penalty: 4767.119629
	Iteration 6F: 3 clusters Score -1451010 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1451613.250000 Penalty: 4767.119629
	Iteration 7F: 3 clusters Score -1451613 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1452231.625000 Penalty: 4767.119629
	Iteration 8F: 3 clusters Score -1452232 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1452745.375000 Penalty: 4767.119629
	Iteration 9Q: 3 clusters Score -1452745 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1453095.500000 Penalty: 4767.119629
	Iteration 10Q: 3 clusters Score -1453096 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1453269.375000 Penalty: 4767.119629
	Iteration 11Q: 3 clusters Score -1453269 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1453362.625000 Penalty: 4767.119629
	Iteration 12Q: 3 clusters Score -1453363 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1453410.625000 Penalty: 4767.119629
	Iteration 13Q: 3 clusters Score -1453411 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1453438.500000 Penalty: 4767.119629
	Iteration 14Q: 3 clusters Score -1453438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1453445.500000 Penalty: 4767.119629
	Iteration 15Q: 3 clusters Score -1453446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1453453.875000 Penalty: 4767.119629
	Iteration 16Q: 3 clusters Score -1453454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1453459.000000 Penalty: 4767.119629
	Iteration 17Q: 3 clusters Score -1453459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1453458.125000 Penalty: 4767.119629
	Iteration 18Q: 3 clusters Score -1453458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1453464.125000 Penalty: 4767.119629
	Iteration 19Q: 3 clusters Score -1453464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1453469.750000 Penalty: 4767.119629
	Iteration 20F: 3 clusters Score -1453470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1453470.000000 Penalty: 4767.119629
	Iteration 21Q: 3 clusters Score -1453470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1453475.625000 Penalty: 4767.119629
	Iteration 22Q: 3 clusters Score -1453476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1453475.875000 Penalty: 4767.119629
	Iteration 23Q: 3 clusters Score -1453476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1453477.750000 Penalty: 4767.119629
	Iteration 24Q: 3 clusters Score -1453478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1453481.000000 Penalty: 4767.119629
	Iteration 25Q: 3 clusters Score -1453481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1453479.250000 Penalty: 4767.119629
	Iteration 26Q: 3 clusters Score -1453479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1453482.750000 Penalty: 4767.119629
	Iteration 27Q: 3 clusters Score -1453483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1453484.375000 Penalty: 4767.119629
	Iteration 28Q: 3 clusters Score -1453484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1453484.125000 Penalty: 4767.119629
	Iteration 29Q: 3 clusters Score -1453484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1453483.250000 Penalty: 4767.119629
	Iteration 30Q: 3 clusters Score -1453483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1453479.750000 Penalty: 4767.119629
	Iteration 31Q: 3 clusters Score -1453480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1453483.000000 Penalty: 4767.119629
	Iteration 32Q: 3 clusters Score -1453483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1453483.375000 Penalty: 4767.119629
	Iteration 33Q: 3 clusters Score -1453483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1453482.250000 Penalty: 4767.119629
	Iteration 34Q: 3 clusters Score -1453482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1453482.250000 Penalty: 4767.119629
	Iteration 35F: 3 clusters Score -1453482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Entering Unmasked Estep 
Score: -2445226.750000 Penalty: 2513.124512
	Iteration 0F: 2 clusters Score -2445227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2427716.250000 Penalty: 5026.249023
	Iteration 0F: 3 clusters Score -2427716 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2434114.250000 Penalty: 5026.249023
	Iteration 1F: 3 clusters Score -2434114 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2434675.750000 Penalty: 5026.249023
	Iteration 2F: 3 clusters Score -2434676 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2435205.000000 Penalty: 5026.249023
	Iteration 3F: 3 clusters Score -2435205 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2435721.500000 Penalty: 5026.249023
	Iteration 4Q: 3 clusters Score -2435722 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2436324.750000 Penalty: 5026.249023
	Iteration 5Q: 3 clusters Score -2436325 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2437087.750000 Penalty: 5026.249023
	Iteration 6F: 3 clusters Score -2437088 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2437930.000000 Penalty: 5026.249023
	Iteration 7F: 3 clusters Score -2437930 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2438769.000000 Penalty: 5026.249023
	Iteration 8F: 3 clusters Score -2438769 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2439464.500000 Penalty: 5026.249023
	Iteration 9Q: 3 clusters Score -2439464 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2440086.750000 Penalty: 5026.249023
	Iteration 10Q: 3 clusters Score -2440087 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2440633.250000 Penalty: 5026.249023
	Iteration 11Q: 3 clusters Score -2440633 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2441148.750000 Penalty: 5026.249023
	Iteration 12Q: 3 clusters Score -2441149 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2441594.750000 Penalty: 5026.249023
	Iteration 13Q: 3 clusters Score -2441595 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2441972.500000 Penalty: 5026.249023
	Iteration 14Q: 3 clusters Score -2441972 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2442238.750000 Penalty: 5026.249023
	Iteration 15Q: 3 clusters Score -2442239 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2442462.250000 Penalty: 5026.249023
	Iteration 16Q: 3 clusters Score -2442462 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2442626.000000 Penalty: 5026.249023
	Iteration 17Q: 3 clusters Score -2442626 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2442793.500000 Penalty: 5026.249023
	Iteration 18Q: 3 clusters Score -2442794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2442918.250000 Penalty: 5026.249023
	Iteration 19Q: 3 clusters Score -2442918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2443029.000000 Penalty: 5026.249023
	Iteration 20F: 3 clusters Score -2443029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2443131.500000 Penalty: 5026.249023
	Iteration 21Q: 3 clusters Score -2443132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2443171.500000 Penalty: 5026.249023
	Iteration 22Q: 3 clusters Score -2443172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2443219.750000 Penalty: 5026.249023
	Iteration 23Q: 3 clusters Score -2443220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2443266.000000 Penalty: 5026.249023
	Iteration 24Q: 3 clusters Score -2443266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2443296.250000 Penalty: 5026.249023
	Iteration 25Q: 3 clusters Score -2443296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2443322.500000 Penalty: 5026.249023
	Iteration 26Q: 3 clusters Score -2443322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2443351.750000 Penalty: 5026.249023
	Iteration 27Q: 3 clusters Score -2443352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2443366.750000 Penalty: 5026.249023
	Iteration 28Q: 3 clusters Score -2443367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2443379.000000 Penalty: 5026.249023
	Iteration 29Q: 3 clusters Score -2443379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2443396.000000 Penalty: 5026.249023
	Iteration 30Q: 3 clusters Score -2443396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2443427.250000 Penalty: 5026.249023
	Iteration 31Q: 3 clusters Score -2443427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2443440.750000 Penalty: 5026.249023
	Iteration 32Q: 3 clusters Score -2443441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2443445.250000 Penalty: 5026.249023
	Iteration 33Q: 3 clusters Score -2443445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2443448.750000 Penalty: 5026.249023
	Iteration 34Q: 3 clusters Score -2443449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2443453.500000 Penalty: 5026.249023
	Iteration 35Q: 3 clusters Score -2443454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2443455.250000 Penalty: 5026.249023
	Iteration 36Q: 3 clusters Score -2443455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2443464.250000 Penalty: 5026.249023
	Iteration 37Q: 3 clusters Score -2443464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2443465.500000 Penalty: 5026.249023
	Iteration 38Q: 3 clusters Score -2443466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2443462.000000 Penalty: 5026.249023
	Iteration 39Q: 3 clusters Score -2443462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2443461.250000 Penalty: 5026.249023
	Iteration 40F: 3 clusters Score -2443461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2443470.500000 Penalty: 5026.249023
	Iteration 41Q: 3 clusters Score -2443470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2443465.500000 Penalty: 5026.249023
	Iteration 42Q: 3 clusters Score -2443466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2443468.750000 Penalty: 5026.249023
	Iteration 43Q: 3 clusters Score -2443469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2443469.250000 Penalty: 5026.249023
	Iteration 44Q: 3 clusters Score -2443469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2443467.250000 Penalty: 5026.249023
	Iteration 45Q: 3 clusters Score -2443467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2443469.250000 Penalty: 5026.249023
	Iteration 46Q: 3 clusters Score -2443469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2443468.250000 Penalty: 5026.249023
	Iteration 47Q: 3 clusters Score -2443468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2443472.000000 Penalty: 5026.249023
	Iteration 48Q: 3 clusters Score -2443472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2443472.750000 Penalty: 5026.249023
	Iteration 49Q: 3 clusters Score -2443473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2443471.000000 Penalty: 5026.249023
	Iteration 50Q: 3 clusters Score -2443471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2443473.000000 Penalty: 5026.249023
	Iteration 51Q: 3 clusters Score -2443473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2443476.000000 Penalty: 5026.249023
	Iteration 52Q: 3 clusters Score -2443476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2443481.250000 Penalty: 5026.249023
	Iteration 53Q: 3 clusters Score -2443481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2443486.750000 Penalty: 5026.249023
	Iteration 54Q: 3 clusters Score -2443487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2443484.250000 Penalty: 5026.249023
	Iteration 55Q: 3 clusters Score -2443484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2443490.250000 Penalty: 5026.249023
	Iteration 56Q: 3 clusters Score -2443490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2443502.750000 Penalty: 5026.249023
	Iteration 57Q: 3 clusters Score -2443503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2443512.250000 Penalty: 5026.249023
	Iteration 58Q: 3 clusters Score -2443512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2443531.250000 Penalty: 5026.249023
	Iteration 59Q: 3 clusters Score -2443531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2443532.500000 Penalty: 5026.249023
	Iteration 60F: 3 clusters Score -2443532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2443538.000000 Penalty: 5026.249023
	Iteration 61Q: 3 clusters Score -2443538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2443546.000000 Penalty: 5026.249023
	Iteration 62Q: 3 clusters Score -2443546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2443541.750000 Penalty: 5026.249023
	Iteration 63Q: 3 clusters Score -2443542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2443553.000000 Penalty: 5026.249023
	Iteration 64Q: 3 clusters Score -2443553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2443559.250000 Penalty: 5026.249023
	Iteration 65Q: 3 clusters Score -2443559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2443561.500000 Penalty: 5026.249023
	Iteration 66Q: 3 clusters Score -2443562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2443566.250000 Penalty: 5026.249023
	Iteration 67Q: 3 clusters Score -2443566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2443564.500000 Penalty: 5026.249023
	Iteration 68Q: 3 clusters Score -2443564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2443572.250000 Penalty: 5026.249023
	Iteration 69Q: 3 clusters Score -2443572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2443570.500000 Penalty: 5026.249023
	Iteration 70Q: 3 clusters Score -2443570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2443573.500000 Penalty: 5026.249023
	Iteration 71Q: 3 clusters Score -2443574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2443574.250000 Penalty: 5026.249023
	Iteration 72Q: 3 clusters Score -2443574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2443574.500000 Penalty: 5026.249023
	Iteration 73Q: 3 clusters Score -2443574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2443573.250000 Penalty: 5026.249023
	Iteration 74Q: 3 clusters Score -2443573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2443573.250000 Penalty: 5026.249023
	Iteration 75F: 3 clusters Score -2443573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Entering Unmasked Estep 
Score: -1364108.375000 Penalty: 2389.322510
	Iteration 0F: 2 clusters Score -1364108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1353192.125000 Penalty: 4778.645020
	Iteration 0F: 3 clusters Score -1353192 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1357292.000000 Penalty: 4778.645020
	Iteration 1F: 3 clusters Score -1357292 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1358487.500000 Penalty: 4778.645020
	Iteration 2F: 3 clusters Score -1358488 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1359461.500000 Penalty: 4778.645020
	Iteration 3F: 3 clusters Score -1359462 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1360329.500000 Penalty: 4778.645020
	Iteration 4F: 3 clusters Score -1360330 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1361137.375000 Penalty: 4778.645020
	Iteration 5F: 3 clusters Score -1361137 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1361799.375000 Penalty: 4778.645020
	Iteration 6F: 3 clusters Score -1361799 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1362274.625000 Penalty: 4778.645020
	Iteration 7Q: 3 clusters Score -1362275 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1362581.250000 Penalty: 4778.645020
	Iteration 8Q: 3 clusters Score -1362581 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1362757.875000 Penalty: 4778.645020
	Iteration 9Q: 3 clusters Score -1362758 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1362861.250000 Penalty: 4778.645020
	Iteration 10Q: 3 clusters Score -1362861 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1362935.125000 Penalty: 4778.645020
	Iteration 11Q: 3 clusters Score -1362935 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1362983.250000 Penalty: 4778.645020
	Iteration 12Q: 3 clusters Score -1362983 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1363020.375000 Penalty: 4778.645020
	Iteration 13Q: 3 clusters Score -1363020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1363051.500000 Penalty: 4778.645020
	Iteration 14Q: 3 clusters Score -1363052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1363071.375000 Penalty: 4778.645020
	Iteration 15Q: 3 clusters Score -1363071 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1363088.750000 Penalty: 4778.645020
	Iteration 16Q: 3 clusters Score -1363089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1363106.250000 Penalty: 4778.645020
	Iteration 17Q: 3 clusters Score -1363106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1363133.375000 Penalty: 4778.645020
	Iteration 18Q: 3 clusters Score -1363133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1363149.750000 Penalty: 4778.645020
	Iteration 19Q: 3 clusters Score -1363150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1363175.500000 Penalty: 4778.645020
	Iteration 20F: 3 clusters Score -1363176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1363207.625000 Penalty: 4778.645020
	Iteration 21Q: 3 clusters Score -1363208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1363241.625000 Penalty: 4778.645020
	Iteration 22Q: 3 clusters Score -1363242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1363259.750000 Penalty: 4778.645020
	Iteration 23Q: 3 clusters Score -1363260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1363287.375000 Penalty: 4778.645020
	Iteration 24Q: 3 clusters Score -1363287 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1363313.250000 Penalty: 4778.645020
	Iteration 25Q: 3 clusters Score -1363313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1363334.250000 Penalty: 4778.645020
	Iteration 26Q: 3 clusters Score -1363334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1363358.625000 Penalty: 4778.645020
	Iteration 27Q: 3 clusters Score -1363359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1363375.375000 Penalty: 4778.645020
	Iteration 28Q: 3 clusters Score -1363375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1363395.625000 Penalty: 4778.645020
	Iteration 29Q: 3 clusters Score -1363396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1363400.000000 Penalty: 4778.645020
	Iteration 30Q: 3 clusters Score -1363400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1363420.000000 Penalty: 4778.645020
	Iteration 31Q: 3 clusters Score -1363420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1363441.625000 Penalty: 4778.645020
	Iteration 32Q: 3 clusters Score -1363442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1363461.750000 Penalty: 4778.645020
	Iteration 33Q: 3 clusters Score -1363462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1363473.000000 Penalty: 4778.645020
	Iteration 34Q: 3 clusters Score -1363473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1363481.375000 Penalty: 4778.645020
	Iteration 35Q: 3 clusters Score -1363481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1363495.375000 Penalty: 4778.645020
	Iteration 36Q: 3 clusters Score -1363495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1363509.000000 Penalty: 4778.645020
	Iteration 37Q: 3 clusters Score -1363509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1363526.125000 Penalty: 4778.645020
	Iteration 38Q: 3 clusters Score -1363526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1363532.750000 Penalty: 4778.645020
	Iteration 39Q: 3 clusters Score -1363533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1363547.625000 Penalty: 4778.645020
	Iteration 40F: 3 clusters Score -1363548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1363563.250000 Penalty: 4778.645020
	Iteration 41Q: 3 clusters Score -1363563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1363568.250000 Penalty: 4778.645020
	Iteration 42Q: 3 clusters Score -1363568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1363579.625000 Penalty: 4778.645020
	Iteration 43Q: 3 clusters Score -1363580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1363591.375000 Penalty: 4778.645020
	Iteration 44Q: 3 clusters Score -1363591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1363607.750000 Penalty: 4778.645020
	Iteration 45Q: 3 clusters Score -1363608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1363613.375000 Penalty: 4778.645020
	Iteration 46Q: 3 clusters Score -1363613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1363621.250000 Penalty: 4778.645020
	Iteration 47Q: 3 clusters Score -1363621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1363629.250000 Penalty: 4778.645020
	Iteration 48Q: 3 clusters Score -1363629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1363632.875000 Penalty: 4778.645020
	Iteration 49Q: 3 clusters Score -1363633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1363641.000000 Penalty: 4778.645020
	Iteration 50Q: 3 clusters Score -1363641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1363639.875000 Penalty: 4778.645020
	Iteration 51Q: 3 clusters Score -1363640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1363643.375000 Penalty: 4778.645020
	Iteration 52Q: 3 clusters Score -1363643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1363651.250000 Penalty: 4778.645020
	Iteration 53Q: 3 clusters Score -1363651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1363654.000000 Penalty: 4778.645020
	Iteration 54Q: 3 clusters Score -1363654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1363655.000000 Penalty: 4778.645020
	Iteration 55Q: 3 clusters Score -1363655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1363665.750000 Penalty: 4778.645020
	Iteration 56Q: 3 clusters Score -1363666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1363669.750000 Penalty: 4778.645020
	Iteration 57Q: 3 clusters Score -1363670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1363670.125000 Penalty: 4778.645020
	Iteration 58Q: 3 clusters Score -1363670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1363678.000000 Penalty: 4778.645020
	Iteration 59Q: 3 clusters Score -1363678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1363678.125000 Penalty: 4778.645020
	Iteration 60F: 3 clusters Score -1363678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1363680.500000 Penalty: 4778.645020
	Iteration 61Q: 3 clusters Score -1363680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1363678.500000 Penalty: 4778.645020
	Iteration 62Q: 3 clusters Score -1363678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1363685.625000 Penalty: 4778.645020
	Iteration 63Q: 3 clusters Score -1363686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1363688.500000 Penalty: 4778.645020
	Iteration 64Q: 3 clusters Score -1363688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1363690.000000 Penalty: 4778.645020
	Iteration 65Q: 3 clusters Score -1363690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1363689.875000 Penalty: 4778.645020
	Iteration 66Q: 3 clusters Score -1363690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1363691.875000 Penalty: 4778.645020
	Iteration 67Q: 3 clusters Score -1363692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1363690.375000 Penalty: 4778.645020
	Iteration 68Q: 3 clusters Score -1363690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1363694.500000 Penalty: 4778.645020
	Iteration 69Q: 3 clusters Score -1363694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1363699.000000 Penalty: 4778.645020
	Iteration 70Q: 3 clusters Score -1363699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1363696.875000 Penalty: 4778.645020
	Iteration 71Q: 3 clusters Score -1363697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1363704.000000 Penalty: 4778.645020
	Iteration 72Q: 3 clusters Score -1363704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1363712.000000 Penalty: 4778.645020
	Iteration 73Q: 3 clusters Score -1363712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1363712.875000 Penalty: 4778.645020
	Iteration 74Q: 3 clusters Score -1363713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1363723.125000 Penalty: 4778.645020
	Iteration 75Q: 3 clusters Score -1363723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1363730.750000 Penalty: 4778.645020
	Iteration 76Q: 3 clusters Score -1363731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1363738.750000 Penalty: 4778.645020
	Iteration 77Q: 3 clusters Score -1363739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1363745.750000 Penalty: 4778.645020
	Iteration 78Q: 3 clusters Score -1363746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1363747.875000 Penalty: 4778.645020
	Iteration 79Q: 3 clusters Score -1363748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1363752.500000 Penalty: 4778.645020
	Iteration 80F: 3 clusters Score -1363752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1363758.500000 Penalty: 4778.645020
	Iteration 81Q: 3 clusters Score -1363758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1363761.750000 Penalty: 4778.645020
	Iteration 82Q: 3 clusters Score -1363762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1363772.375000 Penalty: 4778.645020
	Iteration 83Q: 3 clusters Score -1363772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1363774.750000 Penalty: 4778.645020
	Iteration 84Q: 3 clusters Score -1363775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1363778.250000 Penalty: 4778.645020
	Iteration 85Q: 3 clusters Score -1363778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1363780.250000 Penalty: 4778.645020
	Iteration 86Q: 3 clusters Score -1363780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1363790.000000 Penalty: 4778.645020
	Iteration 87Q: 3 clusters Score -1363790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1363794.500000 Penalty: 4778.645020
	Iteration 88Q: 3 clusters Score -1363794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1363795.125000 Penalty: 4778.645020
	Iteration 89Q: 3 clusters Score -1363795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1363802.625000 Penalty: 4778.645020
	Iteration 90Q: 3 clusters Score -1363803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1363805.875000 Penalty: 4778.645020
	Iteration 91Q: 3 clusters Score -1363806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1363808.000000 Penalty: 4778.645020
	Iteration 92Q: 3 clusters Score -1363808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1363812.500000 Penalty: 4778.645020
	Iteration 93Q: 3 clusters Score -1363812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1363813.375000 Penalty: 4778.645020
	Iteration 94Q: 3 clusters Score -1363813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1363817.875000 Penalty: 4778.645020
	Iteration 95Q: 3 clusters Score -1363818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1363824.125000 Penalty: 4778.645020
	Iteration 96Q: 3 clusters Score -1363824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1363827.625000 Penalty: 4778.645020
	Iteration 97Q: 3 clusters Score -1363828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1363830.500000 Penalty: 4778.645020
	Iteration 98Q: 3 clusters Score -1363830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1363831.750000 Penalty: 4778.645020
	Iteration 99Q: 3 clusters Score -1363832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1363835.625000 Penalty: 4778.645020
	Iteration 100F: 3 clusters Score -1363836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1363838.500000 Penalty: 4778.645020
	Iteration 101Q: 3 clusters Score -1363838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1363842.875000 Penalty: 4778.645020
	Iteration 102Q: 3 clusters Score -1363843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1363842.125000 Penalty: 4778.645020
	Iteration 103Q: 3 clusters Score -1363842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1363846.500000 Penalty: 4778.645020
	Iteration 104Q: 3 clusters Score -1363846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1363849.625000 Penalty: 4778.645020
	Iteration 105Q: 3 clusters Score -1363850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1363850.375000 Penalty: 4778.645020
	Iteration 106Q: 3 clusters Score -1363850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1363849.125000 Penalty: 4778.645020
	Iteration 107Q: 3 clusters Score -1363849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1363851.500000 Penalty: 4778.645020
	Iteration 108Q: 3 clusters Score -1363852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1363850.625000 Penalty: 4778.645020
	Iteration 109Q: 3 clusters Score -1363851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1363853.000000 Penalty: 4778.645020
	Iteration 110Q: 3 clusters Score -1363853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1363855.125000 Penalty: 4778.645020
	Iteration 111Q: 3 clusters Score -1363855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1363862.875000 Penalty: 4778.645020
	Iteration 112Q: 3 clusters Score -1363863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1363863.250000 Penalty: 4778.645020
	Iteration 113Q: 3 clusters Score -1363863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1363868.750000 Penalty: 4778.645020
	Iteration 114Q: 3 clusters Score -1363869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1363873.125000 Penalty: 4778.645020
	Iteration 115Q: 3 clusters Score -1363873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1363876.500000 Penalty: 4778.645020
	Iteration 116Q: 3 clusters Score -1363876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1363883.000000 Penalty: 4778.645020
	Iteration 117Q: 3 clusters Score -1363883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1363884.875000 Penalty: 4778.645020
	Iteration 118Q: 3 clusters Score -1363885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1363890.375000 Penalty: 4778.645020
	Iteration 119Q: 3 clusters Score -1363890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1363891.875000 Penalty: 4778.645020
	Iteration 120F: 3 clusters Score -1363892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1363894.500000 Penalty: 4778.645020
	Iteration 121Q: 3 clusters Score -1363894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1363897.375000 Penalty: 4778.645020
	Iteration 122Q: 3 clusters Score -1363897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1363898.625000 Penalty: 4778.645020
	Iteration 123Q: 3 clusters Score -1363899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1363899.125000 Penalty: 4778.645020
	Iteration 124Q: 3 clusters Score -1363899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1363903.625000 Penalty: 4778.645020
	Iteration 125Q: 3 clusters Score -1363904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1363907.750000 Penalty: 4778.645020
	Iteration 126Q: 3 clusters Score -1363908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1363910.000000 Penalty: 4778.645020
	Iteration 127Q: 3 clusters Score -1363910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1363911.750000 Penalty: 4778.645020
	Iteration 128Q: 3 clusters Score -1363912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1363911.625000 Penalty: 4778.645020
	Iteration 129Q: 3 clusters Score -1363912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1363911.625000 Penalty: 4778.645020
	Iteration 130Q: 3 clusters Score -1363912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1363916.125000 Penalty: 4778.645020
	Iteration 131Q: 3 clusters Score -1363916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1363916.250000 Penalty: 4778.645020
	Iteration 132Q: 3 clusters Score -1363916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1363914.750000 Penalty: 4778.645020
	Iteration 133Q: 3 clusters Score -1363915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1363917.750000 Penalty: 4778.645020
	Iteration 134Q: 3 clusters Score -1363918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1363921.750000 Penalty: 4778.645020
	Iteration 135Q: 3 clusters Score -1363922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1363921.125000 Penalty: 4778.645020
	Iteration 136Q: 3 clusters Score -1363921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1363922.750000 Penalty: 4778.645020
	Iteration 137Q: 3 clusters Score -1363923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1363920.625000 Penalty: 4778.645020
	Iteration 138Q: 3 clusters Score -1363921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1363922.125000 Penalty: 4778.645020
	Iteration 139Q: 3 clusters Score -1363922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1363922.125000 Penalty: 4778.645020
	Iteration 140F: 3 clusters Score -1363922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Entering Unmasked Estep 
Score: -1362119.625000 Penalty: 2374.354736
	Iteration 0F: 2 clusters Score -1362120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1351661.000000 Penalty: 4748.709473
	Iteration 0F: 3 clusters Score -1351661 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1354865.375000 Penalty: 4748.709473
	Iteration 1F: 3 clusters Score -1354865 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1355278.500000 Penalty: 4748.709473
	Iteration 2F: 3 clusters Score -1355278 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1355665.375000 Penalty: 4748.709473
	Iteration 3F: 3 clusters Score -1355665 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1356017.000000 Penalty: 4748.709473
	Iteration 4Q: 3 clusters Score -1356017 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1356354.875000 Penalty: 4748.709473
	Iteration 5Q: 3 clusters Score -1356355 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1356697.375000 Penalty: 4748.709473
	Iteration 6Q: 3 clusters Score -1356697 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1357116.750000 Penalty: 4748.709473
	Iteration 7Q: 3 clusters Score -1357117 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1357614.125000 Penalty: 4748.709473
	Iteration 8Q: 3 clusters Score -1357614 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1358153.250000 Penalty: 4748.709473
	Iteration 9Q: 3 clusters Score -1358153 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1358645.125000 Penalty: 4748.709473
	Iteration 10Q: 3 clusters Score -1358645 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1359036.375000 Penalty: 4748.709473
	Iteration 11Q: 3 clusters Score -1359036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1359352.625000 Penalty: 4748.709473
	Iteration 12Q: 3 clusters Score -1359353 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1359572.875000 Penalty: 4748.709473
	Iteration 13Q: 3 clusters Score -1359573 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1359752.625000 Penalty: 4748.709473
	Iteration 14Q: 3 clusters Score -1359753 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1359889.125000 Penalty: 4748.709473
	Iteration 15Q: 3 clusters Score -1359889 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1359992.125000 Penalty: 4748.709473
	Iteration 16Q: 3 clusters Score -1359992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1360055.250000 Penalty: 4748.709473
	Iteration 17Q: 3 clusters Score -1360055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1360111.000000 Penalty: 4748.709473
	Iteration 18Q: 3 clusters Score -1360111 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1360164.500000 Penalty: 4748.709473
	Iteration 19Q: 3 clusters Score -1360164 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1360210.500000 Penalty: 4748.709473
	Iteration 20F: 3 clusters Score -1360210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1360261.625000 Penalty: 4748.709473
	Iteration 21Q: 3 clusters Score -1360262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1360296.875000 Penalty: 4748.709473
	Iteration 22Q: 3 clusters Score -1360297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1360329.500000 Penalty: 4748.709473
	Iteration 23Q: 3 clusters Score -1360330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1360350.125000 Penalty: 4748.709473
	Iteration 24Q: 3 clusters Score -1360350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1360376.125000 Penalty: 4748.709473
	Iteration 25Q: 3 clusters Score -1360376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1360398.375000 Penalty: 4748.709473
	Iteration 26Q: 3 clusters Score -1360398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1360405.250000 Penalty: 4748.709473
	Iteration 27Q: 3 clusters Score -1360405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1360412.000000 Penalty: 4748.709473
	Iteration 28Q: 3 clusters Score -1360412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1360418.000000 Penalty: 4748.709473
	Iteration 29Q: 3 clusters Score -1360418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1360422.125000 Penalty: 4748.709473
	Iteration 30Q: 3 clusters Score -1360422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1360426.375000 Penalty: 4748.709473
	Iteration 31Q: 3 clusters Score -1360426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1360425.625000 Penalty: 4748.709473
	Iteration 32Q: 3 clusters Score -1360426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1360430.500000 Penalty: 4748.709473
	Iteration 33Q: 3 clusters Score -1360430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1360426.000000 Penalty: 4748.709473
	Iteration 34Q: 3 clusters Score -1360426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1360425.375000 Penalty: 4748.709473
	Iteration 35Q: 3 clusters Score -1360425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1360424.625000 Penalty: 4748.709473
	Iteration 36Q: 3 clusters Score -1360425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1360426.625000 Penalty: 4748.709473
	Iteration 37Q: 3 clusters Score -1360427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1360427.500000 Penalty: 4748.709473
	Iteration 38Q: 3 clusters Score -1360428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1360424.875000 Penalty: 4748.709473
	Iteration 39Q: 3 clusters Score -1360425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1360424.500000 Penalty: 4748.709473
	Iteration 40F: 3 clusters Score -1360424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Entering Unmasked Estep 
Score: -9430854.000000 Penalty: 2847.500732
	Iteration 0F: 2 clusters Score -9430854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -9366178.000000 Penalty: 5695.001465
	Iteration 0F: 3 clusters Score -9366178 nChanged 45654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -9393317.000000 Penalty: 5695.001465
	Iteration 1F: 3 clusters Score -9393317 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -9395903.000000 Penalty: 5695.001465
	Iteration 2F: 3 clusters Score -9395903 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -9400259.000000 Penalty: 5695.001465
	Iteration 3F: 3 clusters Score -9400259 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -9405823.000000 Penalty: 5695.001465
	Iteration 4F: 3 clusters Score -9405823 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -9411299.000000 Penalty: 5695.001465
	Iteration 5F: 3 clusters Score -9411299 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -9415892.000000 Penalty: 5695.001465
	Iteration 6F: 3 clusters Score -9415892 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -9419549.000000 Penalty: 5695.001465
	Iteration 7F: 3 clusters Score -9419549 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -9422605.000000 Penalty: 5695.001465
	Iteration 8Q: 3 clusters Score -9422605 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -9425042.000000 Penalty: 5695.001465
	Iteration 9Q: 3 clusters Score -9425042 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9426571.000000 Penalty: 5695.001465
	Iteration 10Q: 3 clusters Score -9426571 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9427562.000000 Penalty: 5695.001465
	Iteration 11Q: 3 clusters Score -9427562 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9428000.000000 Penalty: 5695.001465
	Iteration 12Q: 3 clusters Score -9428000 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9428205.000000 Penalty: 5695.001465
	Iteration 13Q: 3 clusters Score -9428205 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9428339.000000 Penalty: 5695.001465
	Iteration 14Q: 3 clusters Score -9428339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9428398.000000 Penalty: 5695.001465
	Iteration 15Q: 3 clusters Score -9428398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9428438.000000 Penalty: 5695.001465
	Iteration 16Q: 3 clusters Score -9428438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9428475.000000 Penalty: 5695.001465
	Iteration 17Q: 3 clusters Score -9428475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9428505.000000 Penalty: 5695.001465
	Iteration 18Q: 3 clusters Score -9428505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9428517.000000 Penalty: 5695.001465
	Iteration 19Q: 3 clusters Score -9428517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9428533.000000 Penalty: 5695.001465
	Iteration 20F: 3 clusters Score -9428533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9428542.000000 Penalty: 5695.001465
	Iteration 21Q: 3 clusters Score -9428542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9428555.000000 Penalty: 5695.001465
	Iteration 22Q: 3 clusters Score -9428555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9428561.000000 Penalty: 5695.001465
	Iteration 23Q: 3 clusters Score -9428561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9428576.000000 Penalty: 5695.001465
	Iteration 24Q: 3 clusters Score -9428576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9428589.000000 Penalty: 5695.001465
	Iteration 25Q: 3 clusters Score -9428589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9428601.000000 Penalty: 5695.001465
	Iteration 26Q: 3 clusters Score -9428601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9428607.000000 Penalty: 5695.001465
	Iteration 27Q: 3 clusters Score -9428607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9428605.000000 Penalty: 5695.001465
	Iteration 28Q: 3 clusters Score -9428605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9428614.000000 Penalty: 5695.001465
	Iteration 29Q: 3 clusters Score -9428614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9428616.000000 Penalty: 5695.001465
	Iteration 30Q: 3 clusters Score -9428616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9428618.000000 Penalty: 5695.001465
	Iteration 31Q: 3 clusters Score -9428618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9428616.000000 Penalty: 5695.001465
	Iteration 32Q: 3 clusters Score -9428616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9428616.000000 Penalty: 5695.001465
	Iteration 33F: 3 clusters Score -9428616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Entering Unmasked Estep 
Score: -1979419.625000 Penalty: 2453.822754
	Iteration 0F: 2 clusters Score -1979420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1965377.125000 Penalty: 4907.645508
	Iteration 0F: 3 clusters Score -1965377 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1970081.250000 Penalty: 4907.645508
	Iteration 1F: 3 clusters Score -1970081 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1970465.250000 Penalty: 4907.645508
	Iteration 2F: 3 clusters Score -1970465 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1970814.125000 Penalty: 4907.645508
	Iteration 3Q: 3 clusters Score -1970814 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1971199.000000 Penalty: 4907.645508
	Iteration 4Q: 3 clusters Score -1971199 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1971636.875000 Penalty: 4907.645508
	Iteration 5Q: 3 clusters Score -1971637 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1972148.000000 Penalty: 4907.645508
	Iteration 6F: 3 clusters Score -1972148 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1972774.125000 Penalty: 4907.645508
	Iteration 7F: 3 clusters Score -1972774 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1973519.375000 Penalty: 4907.645508
	Iteration 8F: 3 clusters Score -1973519 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1974350.625000 Penalty: 4907.645508
	Iteration 9F: 3 clusters Score -1974351 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1975123.750000 Penalty: 4907.645508
	Iteration 10F: 3 clusters Score -1975124 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1975712.500000 Penalty: 4907.645508
	Iteration 11Q: 3 clusters Score -1975712 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1976207.625000 Penalty: 4907.645508
	Iteration 12Q: 3 clusters Score -1976208 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1976558.625000 Penalty: 4907.645508
	Iteration 13Q: 3 clusters Score -1976559 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1976789.750000 Penalty: 4907.645508
	Iteration 14Q: 3 clusters Score -1976790 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1976949.000000 Penalty: 4907.645508
	Iteration 15Q: 3 clusters Score -1976949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1977057.500000 Penalty: 4907.645508
	Iteration 16Q: 3 clusters Score -1977058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1977135.625000 Penalty: 4907.645508
	Iteration 17Q: 3 clusters Score -1977136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1977175.500000 Penalty: 4907.645508
	Iteration 18Q: 3 clusters Score -1977176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1977208.500000 Penalty: 4907.645508
	Iteration 19Q: 3 clusters Score -1977208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1977236.375000 Penalty: 4907.645508
	Iteration 20F: 3 clusters Score -1977236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1977254.125000 Penalty: 4907.645508
	Iteration 21Q: 3 clusters Score -1977254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1977262.375000 Penalty: 4907.645508
	Iteration 22Q: 3 clusters Score -1977262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1977264.500000 Penalty: 4907.645508
	Iteration 23Q: 3 clusters Score -1977264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1977276.500000 Penalty: 4907.645508
	Iteration 24Q: 3 clusters Score -1977276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1977284.000000 Penalty: 4907.645508
	Iteration 25Q: 3 clusters Score -1977284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1977292.125000 Penalty: 4907.645508
	Iteration 26Q: 3 clusters Score -1977292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -1977296.250000 Penalty: 4907.645508
	Iteration 27Q: 3 clusters Score -1977296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1977298.875000 Penalty: 4907.645508
	Iteration 28Q: 3 clusters Score -1977299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1977304.875000 Penalty: 4907.645508
	Iteration 29Q: 3 clusters Score -1977305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1977302.750000 Penalty: 4907.645508
	Iteration 30Q: 3 clusters Score -1977303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1977305.125000 Penalty: 4907.645508
	Iteration 31Q: 3 clusters Score -1977305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1977308.250000 Penalty: 4907.645508
	Iteration 32Q: 3 clusters Score -1977308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1977308.250000 Penalty: 4907.645508
	Iteration 33F: 3 clusters Score -1977308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -810648.812500 Penalty: 2253.109131
	Iteration 0F: 2 clusters Score -810648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -803740.312500 Penalty: 4506.218262
	Iteration 0F: 3 clusters Score -803740.3 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -805848.812500 Penalty: 4506.218262
	Iteration 1F: 3 clusters Score -805848.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -806214.687500 Penalty: 4506.218262
	Iteration 2F: 3 clusters Score -806214.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -806491.187500 Penalty: 4506.218262
	Iteration 3F: 3 clusters Score -806491.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -806716.187500 Penalty: 4506.218262
	Iteration 4Q: 3 clusters Score -806716.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -806931.062500 Penalty: 4506.218262
	Iteration 5Q: 3 clusters Score -806931.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -807175.625000 Penalty: 4506.218262
	Iteration 6Q: 3 clusters Score -807175.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -807550.250000 Penalty: 4506.218262
	Iteration 7Q: 3 clusters Score -807550.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -808008.125000 Penalty: 4506.218262
	Iteration 8F: 3 clusters Score -808008.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -808368.687500 Penalty: 4506.218262
	Iteration 9F: 3 clusters Score -808368.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -808645.437500 Penalty: 4506.218262
	Iteration 10Q: 3 clusters Score -808645.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -808858.812500 Penalty: 4506.218262
	Iteration 11Q: 3 clusters Score -808858.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -809042.000000 Penalty: 4506.218262
	Iteration 12Q: 3 clusters Score -809042 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -809189.375000 Penalty: 4506.218262
	Iteration 13Q: 3 clusters Score -809189.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -809312.437500 Penalty: 4506.218262
	Iteration 14Q: 3 clusters Score -809312.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -809403.812500 Penalty: 4506.218262
	Iteration 15Q: 3 clusters Score -809403.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -809466.562500 Penalty: 4506.218262
	Iteration 16Q: 3 clusters Score -809466.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -809506.750000 Penalty: 4506.218262
	Iteration 17Q: 3 clusters Score -809506.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -809535.000000 Penalty: 4506.218262
	Iteration 18Q: 3 clusters Score -809535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -809559.250000 Penalty: 4506.218262
	Iteration 19Q: 3 clusters Score -809559.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -809578.375000 Penalty: 4506.218262
	Iteration 20F: 3 clusters Score -809578.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -809597.500000 Penalty: 4506.218262
	Iteration 21Q: 3 clusters Score -809597.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -809614.750000 Penalty: 4506.218262
	Iteration 22Q: 3 clusters Score -809614.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -809624.625000 Penalty: 4506.218262
	Iteration 23Q: 3 clusters Score -809624.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -809635.500000 Penalty: 4506.218262
	Iteration 24Q: 3 clusters Score -809635.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -809643.812500 Penalty: 4506.218262
	Iteration 25Q: 3 clusters Score -809643.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -809655.562500 Penalty: 4506.218262
	Iteration 26Q: 3 clusters Score -809655.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -809662.750000 Penalty: 4506.218262
	Iteration 27Q: 3 clusters Score -809662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -809671.625000 Penalty: 4506.218262
	Iteration 28Q: 3 clusters Score -809671.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -809679.125000 Penalty: 4506.218262
	Iteration 29Q: 3 clusters Score -809679.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -809684.625000 Penalty: 4506.218262
	Iteration 30Q: 3 clusters Score -809684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -809690.750000 Penalty: 4506.218262
	Iteration 31Q: 3 clusters Score -809690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -809693.250000 Penalty: 4506.218262
	Iteration 32Q: 3 clusters Score -809693.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -809695.625000 Penalty: 4506.218262
	Iteration 33Q: 3 clusters Score -809695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -809694.500000 Penalty: 4506.218262
	Iteration 34Q: 3 clusters Score -809694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -809694.562500 Penalty: 4506.218262
	Iteration 35Q: 3 clusters Score -809694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -809695.000000 Penalty: 4506.218262
	Iteration 36Q: 3 clusters Score -809695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -809695.750000 Penalty: 4506.218262
	Iteration 37Q: 3 clusters Score -809695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -809697.187500 Penalty: 4506.218262
	Iteration 38Q: 3 clusters Score -809697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -809697.250000 Penalty: 4506.218262
	Iteration 39Q: 3 clusters Score -809697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -809697.812500 Penalty: 4506.218262
	Iteration 40F: 3 clusters Score -809697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -809698.312500 Penalty: 4506.218262
	Iteration 41Q: 3 clusters Score -809698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -809698.687500 Penalty: 4506.218262
	Iteration 42Q: 3 clusters Score -809698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -809699.750000 Penalty: 4506.218262
	Iteration 43Q: 3 clusters Score -809699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -809700.375000 Penalty: 4506.218262
	Iteration 44Q: 3 clusters Score -809700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -809700.500000 Penalty: 4506.218262
	Iteration 45Q: 3 clusters Score -809700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -809703.500000 Penalty: 4506.218262
	Iteration 46Q: 3 clusters Score -809703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -809703.437500 Penalty: 4506.218262
	Iteration 47Q: 3 clusters Score -809703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -809702.750000 Penalty: 4506.218262
	Iteration 48Q: 3 clusters Score -809702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -809703.250000 Penalty: 4506.218262
	Iteration 49Q: 3 clusters Score -809703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -809704.750000 Penalty: 4506.218262
	Iteration 50Q: 3 clusters Score -809704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -809705.812500 Penalty: 4506.218262
	Iteration 51Q: 3 clusters Score -809705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -809705.437500 Penalty: 4506.218262
	Iteration 52Q: 3 clusters Score -809705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -809704.937500 Penalty: 4506.218262
	Iteration 53Q: 3 clusters Score -809704.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -809704.937500 Penalty: 4506.218262
	Iteration 54F: 3 clusters Score -809704.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Entering Unmasked Estep 
Score: -1721462.000000 Penalty: 2434.007568
	Iteration 0F: 2 clusters Score -1721462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1708517.625000 Penalty: 4868.015137
	Iteration 0F: 3 clusters Score -1708518 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1712787.625000 Penalty: 4868.015137
	Iteration 1F: 3 clusters Score -1712788 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1713191.750000 Penalty: 4868.015137
	Iteration 2F: 3 clusters Score -1713192 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1713524.125000 Penalty: 4868.015137
	Iteration 3Q: 3 clusters Score -1713524 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1713790.750000 Penalty: 4868.015137
	Iteration 4Q: 3 clusters Score -1713791 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1714045.625000 Penalty: 4868.015137
	Iteration 5Q: 3 clusters Score -1714046 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1714285.375000 Penalty: 4868.015137
	Iteration 6Q: 3 clusters Score -1714285 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1714530.875000 Penalty: 4868.015137
	Iteration 7Q: 3 clusters Score -1714531 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1714813.875000 Penalty: 4868.015137
	Iteration 8Q: 3 clusters Score -1714814 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1715094.500000 Penalty: 4868.015137
	Iteration 9Q: 3 clusters Score -1715094 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1715374.875000 Penalty: 4868.015137
	Iteration 10Q: 3 clusters Score -1715375 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1715619.500000 Penalty: 4868.015137
	Iteration 11Q: 3 clusters Score -1715620 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1715842.125000 Penalty: 4868.015137
	Iteration 12Q: 3 clusters Score -1715842 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1716032.750000 Penalty: 4868.015137
	Iteration 13Q: 3 clusters Score -1716033 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1716222.375000 Penalty: 4868.015137
	Iteration 14Q: 3 clusters Score -1716222 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1716398.750000 Penalty: 4868.015137
	Iteration 15Q: 3 clusters Score -1716399 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1716585.875000 Penalty: 4868.015137
	Iteration 16Q: 3 clusters Score -1716586 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1716749.375000 Penalty: 4868.015137
	Iteration 17Q: 3 clusters Score -1716749 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1716910.750000 Penalty: 4868.015137
	Iteration 18Q: 3 clusters Score -1716911 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1717042.625000 Penalty: 4868.015137
	Iteration 19Q: 3 clusters Score -1717043 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1717129.875000 Penalty: 4868.015137
	Iteration 20F: 3 clusters Score -1717130 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1717204.750000 Penalty: 4868.015137
	Iteration 21Q: 3 clusters Score -1717205 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1717271.125000 Penalty: 4868.015137
	Iteration 22Q: 3 clusters Score -1717271 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1717327.250000 Penalty: 4868.015137
	Iteration 23Q: 3 clusters Score -1717327 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1717395.875000 Penalty: 4868.015137
	Iteration 24Q: 3 clusters Score -1717396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1717457.125000 Penalty: 4868.015137
	Iteration 25Q: 3 clusters Score -1717457 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1717521.750000 Penalty: 4868.015137
	Iteration 26Q: 3 clusters Score -1717522 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1717586.625000 Penalty: 4868.015137
	Iteration 27Q: 3 clusters Score -1717587 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1717648.500000 Penalty: 4868.015137
	Iteration 28Q: 3 clusters Score -1717648 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1717706.500000 Penalty: 4868.015137
	Iteration 29Q: 3 clusters Score -1717706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1717779.250000 Penalty: 4868.015137
	Iteration 30Q: 3 clusters Score -1717779 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1717866.000000 Penalty: 4868.015137
	Iteration 31Q: 3 clusters Score -1717866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1717944.750000 Penalty: 4868.015137
	Iteration 32Q: 3 clusters Score -1717945 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1718023.875000 Penalty: 4868.015137
	Iteration 33Q: 3 clusters Score -1718024 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1718103.250000 Penalty: 4868.015137
	Iteration 34Q: 3 clusters Score -1718103 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1718188.750000 Penalty: 4868.015137
	Iteration 35Q: 3 clusters Score -1718189 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1718286.375000 Penalty: 4868.015137
	Iteration 36Q: 3 clusters Score -1718286 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1718379.375000 Penalty: 4868.015137
	Iteration 37Q: 3 clusters Score -1718379 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1718459.625000 Penalty: 4868.015137
	Iteration 38Q: 3 clusters Score -1718460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1718530.375000 Penalty: 4868.015137
	Iteration 39Q: 3 clusters Score -1718530 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1718591.250000 Penalty: 4868.015137
	Iteration 40F: 3 clusters Score -1718591 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1718654.750000 Penalty: 4868.015137
	Iteration 41Q: 3 clusters Score -1718655 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1718712.250000 Penalty: 4868.015137
	Iteration 42Q: 3 clusters Score -1718712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1718776.750000 Penalty: 4868.015137
	Iteration 43Q: 3 clusters Score -1718777 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1718845.250000 Penalty: 4868.015137
	Iteration 44Q: 3 clusters Score -1718845 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1718907.125000 Penalty: 4868.015137
	Iteration 45Q: 3 clusters Score -1718907 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1718972.500000 Penalty: 4868.015137
	Iteration 46Q: 3 clusters Score -1718972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1719026.500000 Penalty: 4868.015137
	Iteration 47Q: 3 clusters Score -1719026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1719078.125000 Penalty: 4868.015137
	Iteration 48Q: 3 clusters Score -1719078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1719124.625000 Penalty: 4868.015137
	Iteration 49Q: 3 clusters Score -1719125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1719166.250000 Penalty: 4868.015137
	Iteration 50Q: 3 clusters Score -1719166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1719206.125000 Penalty: 4868.015137
	Iteration 51Q: 3 clusters Score -1719206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1719228.875000 Penalty: 4868.015137
	Iteration 52Q: 3 clusters Score -1719229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1719253.000000 Penalty: 4868.015137
	Iteration 53Q: 3 clusters Score -1719253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1719265.875000 Penalty: 4868.015137
	Iteration 54Q: 3 clusters Score -1719266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1719280.875000 Penalty: 4868.015137
	Iteration 55Q: 3 clusters Score -1719281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1719290.875000 Penalty: 4868.015137
	Iteration 56Q: 3 clusters Score -1719291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1719299.500000 Penalty: 4868.015137
	Iteration 57Q: 3 clusters Score -1719300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1719315.125000 Penalty: 4868.015137
	Iteration 58Q: 3 clusters Score -1719315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1719321.750000 Penalty: 4868.015137
	Iteration 59Q: 3 clusters Score -1719322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1719331.875000 Penalty: 4868.015137
	Iteration 60F: 3 clusters Score -1719332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1719338.250000 Penalty: 4868.015137
	Iteration 61Q: 3 clusters Score -1719338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1719346.500000 Penalty: 4868.015137
	Iteration 62Q: 3 clusters Score -1719346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1719347.125000 Penalty: 4868.015137
	Iteration 63Q: 3 clusters Score -1719347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1719352.625000 Penalty: 4868.015137
	Iteration 64Q: 3 clusters Score -1719353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1719352.625000 Penalty: 4868.015137
	Iteration 65Q: 3 clusters Score -1719353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1719357.500000 Penalty: 4868.015137
	Iteration 66Q: 3 clusters Score -1719358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1719356.375000 Penalty: 4868.015137
	Iteration 67Q: 3 clusters Score -1719356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1719362.000000 Penalty: 4868.015137
	Iteration 68Q: 3 clusters Score -1719362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1719362.125000 Penalty: 4868.015137
	Iteration 69Q: 3 clusters Score -1719362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1719367.875000 Penalty: 4868.015137
	Iteration 70Q: 3 clusters Score -1719368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1719371.500000 Penalty: 4868.015137
	Iteration 71Q: 3 clusters Score -1719372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1719374.375000 Penalty: 4868.015137
	Iteration 72Q: 3 clusters Score -1719374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1719373.875000 Penalty: 4868.015137
	Iteration 73Q: 3 clusters Score -1719374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1719373.250000 Penalty: 4868.015137
	Iteration 74Q: 3 clusters Score -1719373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1719374.875000 Penalty: 4868.015137
	Iteration 75Q: 3 clusters Score -1719375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1719373.875000 Penalty: 4868.015137
	Iteration 76Q: 3 clusters Score -1719374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1719374.625000 Penalty: 4868.015137
	Iteration 77Q: 3 clusters Score -1719375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1719378.250000 Penalty: 4868.015137
	Iteration 78Q: 3 clusters Score -1719378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1719378.875000 Penalty: 4868.015137
	Iteration 79Q: 3 clusters Score -1719379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1719378.875000 Penalty: 4868.015137
	Iteration 80F: 3 clusters Score -1719379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -575312.875000 Penalty: 2145.627441
	Iteration 0F: 2 clusters Score -575312.9 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 2940 members 
Entering Unmasked Estep 
Score: -570384.500000 Penalty: 4291.254883
	Iteration 0F: 3 clusters Score -570384.5 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -571649.375000 Penalty: 4291.254883
	Iteration 1F: 3 clusters Score -571649.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -571913.312500 Penalty: 4291.254883
	Iteration 2F: 3 clusters Score -571913.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -572066.937500 Penalty: 4291.254883
	Iteration 3F: 3 clusters Score -572066.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -572185.812500 Penalty: 4291.254883
	Iteration 4Q: 3 clusters Score -572185.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -572281.500000 Penalty: 4291.254883
	Iteration 5Q: 3 clusters Score -572281.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -572365.312500 Penalty: 4291.254883
	Iteration 6Q: 3 clusters Score -572365.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -572439.562500 Penalty: 4291.254883
	Iteration 7Q: 3 clusters Score -572439.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -572503.562500 Penalty: 4291.254883
	Iteration 8Q: 3 clusters Score -572503.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -572562.625000 Penalty: 4291.254883
	Iteration 9Q: 3 clusters Score -572562.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -572625.062500 Penalty: 4291.254883
	Iteration 10Q: 3 clusters Score -572625.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -572689.125000 Penalty: 4291.254883
	Iteration 11Q: 3 clusters Score -572689.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -572758.625000 Penalty: 4291.254883
	Iteration 12Q: 3 clusters Score -572758.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -572836.812500 Penalty: 4291.254883
	Iteration 13Q: 3 clusters Score -572836.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -572932.500000 Penalty: 4291.254883
	Iteration 14Q: 3 clusters Score -572932.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -573035.500000 Penalty: 4291.254883
	Iteration 15Q: 3 clusters Score -573035.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -573122.125000 Penalty: 4291.254883
	Iteration 16Q: 3 clusters Score -573122.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -573216.062500 Penalty: 4291.254883
	Iteration 17Q: 3 clusters Score -573216.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -573314.937500 Penalty: 4291.254883
	Iteration 18Q: 3 clusters Score -573314.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -573394.875000 Penalty: 4291.254883
	Iteration 19Q: 3 clusters Score -573394.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -573462.750000 Penalty: 4291.254883
	Iteration 20F: 3 clusters Score -573462.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -573513.000000 Penalty: 4291.254883
	Iteration 21Q: 3 clusters Score -573513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -573548.750000 Penalty: 4291.254883
	Iteration 22Q: 3 clusters Score -573548.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -573583.812500 Penalty: 4291.254883
	Iteration 23Q: 3 clusters Score -573583.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -573620.062500 Penalty: 4291.254883
	Iteration 24Q: 3 clusters Score -573620.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -573647.187500 Penalty: 4291.254883
	Iteration 25Q: 3 clusters Score -573647.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -573673.937500 Penalty: 4291.254883
	Iteration 26Q: 3 clusters Score -573673.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -573697.562500 Penalty: 4291.254883
	Iteration 27Q: 3 clusters Score -573697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -573714.687500 Penalty: 4291.254883
	Iteration 28Q: 3 clusters Score -573714.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -573730.562500 Penalty: 4291.254883
	Iteration 29Q: 3 clusters Score -573730.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -573740.125000 Penalty: 4291.254883
	Iteration 30Q: 3 clusters Score -573740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -573752.125000 Penalty: 4291.254883
	Iteration 31Q: 3 clusters Score -573752.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -573760.937500 Penalty: 4291.254883
	Iteration 32Q: 3 clusters Score -573760.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -573766.312500 Penalty: 4291.254883
	Iteration 33Q: 3 clusters Score -573766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -573768.937500 Penalty: 4291.254883
	Iteration 34Q: 3 clusters Score -573768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -573772.187500 Penalty: 4291.254883
	Iteration 35Q: 3 clusters Score -573772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -573777.625000 Penalty: 4291.254883
	Iteration 36Q: 3 clusters Score -573777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -573782.125000 Penalty: 4291.254883
	Iteration 37Q: 3 clusters Score -573782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -573784.500000 Penalty: 4291.254883
	Iteration 38Q: 3 clusters Score -573784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -573785.125000 Penalty: 4291.254883
	Iteration 39Q: 3 clusters Score -573785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -573786.750000 Penalty: 4291.254883
	Iteration 40F: 3 clusters Score -573786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -573788.562500 Penalty: 4291.254883
	Iteration 41Q: 3 clusters Score -573788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -573788.562500 Penalty: 4291.254883
	Iteration 42F: 3 clusters Score -573788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Entering Unmasked Estep 
Score: -680832.187500 Penalty: 2189.394043
	Iteration 0F: 2 clusters Score -680832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -675195.375000 Penalty: 4378.788086
	Iteration 0F: 3 clusters Score -675195.4 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -676627.625000 Penalty: 4378.788086
	Iteration 1F: 3 clusters Score -676627.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -676909.500000 Penalty: 4378.788086
	Iteration 2F: 3 clusters Score -676909.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -677113.125000 Penalty: 4378.788086
	Iteration 3F: 3 clusters Score -677113.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -677274.375000 Penalty: 4378.788086
	Iteration 4Q: 3 clusters Score -677274.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -677410.812500 Penalty: 4378.788086
	Iteration 5Q: 3 clusters Score -677410.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -677536.875000 Penalty: 4378.788086
	Iteration 6Q: 3 clusters Score -677536.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -677638.000000 Penalty: 4378.788086
	Iteration 7Q: 3 clusters Score -677638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -677748.375000 Penalty: 4378.788086
	Iteration 8Q: 3 clusters Score -677748.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -677855.937500 Penalty: 4378.788086
	Iteration 9Q: 3 clusters Score -677855.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -677941.500000 Penalty: 4378.788086
	Iteration 10Q: 3 clusters Score -677941.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -678030.000000 Penalty: 4378.788086
	Iteration 11Q: 3 clusters Score -678030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -678129.500000 Penalty: 4378.788086
	Iteration 12Q: 3 clusters Score -678129.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -678229.375000 Penalty: 4378.788086
	Iteration 13Q: 3 clusters Score -678229.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -678308.875000 Penalty: 4378.788086
	Iteration 14Q: 3 clusters Score -678308.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -678375.750000 Penalty: 4378.788086
	Iteration 15Q: 3 clusters Score -678375.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -678435.437500 Penalty: 4378.788086
	Iteration 16Q: 3 clusters Score -678435.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -678481.125000 Penalty: 4378.788086
	Iteration 17Q: 3 clusters Score -678481.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -678532.500000 Penalty: 4378.788086
	Iteration 18Q: 3 clusters Score -678532.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -678570.437500 Penalty: 4378.788086
	Iteration 19Q: 3 clusters Score -678570.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -678617.187500 Penalty: 4378.788086
	Iteration 20F: 3 clusters Score -678617.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -678666.562500 Penalty: 4378.788086
	Iteration 21Q: 3 clusters Score -678666.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -678707.125000 Penalty: 4378.788086
	Iteration 22Q: 3 clusters Score -678707.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -678742.187500 Penalty: 4378.788086
	Iteration 23Q: 3 clusters Score -678742.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -678777.812500 Penalty: 4378.788086
	Iteration 24Q: 3 clusters Score -678777.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -678814.125000 Penalty: 4378.788086
	Iteration 25Q: 3 clusters Score -678814.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -678841.750000 Penalty: 4378.788086
	Iteration 26Q: 3 clusters Score -678841.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -678866.687500 Penalty: 4378.788086
	Iteration 27Q: 3 clusters Score -678866.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -678887.437500 Penalty: 4378.788086
	Iteration 28Q: 3 clusters Score -678887.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -678902.687500 Penalty: 4378.788086
	Iteration 29Q: 3 clusters Score -678902.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -678918.875000 Penalty: 4378.788086
	Iteration 30Q: 3 clusters Score -678918.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -678930.312500 Penalty: 4378.788086
	Iteration 31Q: 3 clusters Score -678930.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -678947.250000 Penalty: 4378.788086
	Iteration 32Q: 3 clusters Score -678947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -678957.125000 Penalty: 4378.788086
	Iteration 33Q: 3 clusters Score -678957.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -678971.750000 Penalty: 4378.788086
	Iteration 34Q: 3 clusters Score -678971.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -678984.312500 Penalty: 4378.788086
	Iteration 35Q: 3 clusters Score -678984.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -678995.125000 Penalty: 4378.788086
	Iteration 36Q: 3 clusters Score -678995.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -679000.250000 Penalty: 4378.788086
	Iteration 37Q: 3 clusters Score -679000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -679007.062500 Penalty: 4378.788086
	Iteration 38Q: 3 clusters Score -679007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -679012.312500 Penalty: 4378.788086
	Iteration 39Q: 3 clusters Score -679012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -679018.437500 Penalty: 4378.788086
	Iteration 40F: 3 clusters Score -679018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -679024.500000 Penalty: 4378.788086
	Iteration 41Q: 3 clusters Score -679024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -679031.312500 Penalty: 4378.788086
	Iteration 42Q: 3 clusters Score -679031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -679038.125000 Penalty: 4378.788086
	Iteration 43Q: 3 clusters Score -679038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -679040.000000 Penalty: 4378.788086
	Iteration 44Q: 3 clusters Score -679040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -679045.500000 Penalty: 4378.788086
	Iteration 45Q: 3 clusters Score -679045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -679047.250000 Penalty: 4378.788086
	Iteration 46Q: 3 clusters Score -679047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -679047.500000 Penalty: 4378.788086
	Iteration 47Q: 3 clusters Score -679047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -679047.937500 Penalty: 4378.788086
	Iteration 48Q: 3 clusters Score -679047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -679049.812500 Penalty: 4378.788086
	Iteration 49Q: 3 clusters Score -679049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -679049.812500 Penalty: 4378.788086
	Iteration 50F: 3 clusters Score -679049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -449990.156250 Penalty: 2103.890625
	Iteration 0F: 2 clusters Score -449990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -445569.125000 Penalty: 4207.781250
	Iteration 0F: 3 clusters Score -445569.1 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -446611.156250 Penalty: 4207.781250
	Iteration 1F: 3 clusters Score -446611.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -446906.312500 Penalty: 4207.781250
	Iteration 2F: 3 clusters Score -446906.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -447173.906250 Penalty: 4207.781250
	Iteration 3F: 3 clusters Score -447173.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -447459.906250 Penalty: 4207.781250
	Iteration 4F: 3 clusters Score -447459.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -447789.906250 Penalty: 4207.781250
	Iteration 5F: 3 clusters Score -447789.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -448154.812500 Penalty: 4207.781250
	Iteration 6F: 3 clusters Score -448154.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -448435.281250 Penalty: 4207.781250
	Iteration 7F: 3 clusters Score -448435.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -448695.875000 Penalty: 4207.781250
	Iteration 8Q: 3 clusters Score -448695.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -448974.156250 Penalty: 4207.781250
	Iteration 9Q: 3 clusters Score -448974.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -449256.843750 Penalty: 4207.781250
	Iteration 10Q: 3 clusters Score -449256.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -449483.343750 Penalty: 4207.781250
	Iteration 11Q: 3 clusters Score -449483.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -449617.656250 Penalty: 4207.781250
	Iteration 12Q: 3 clusters Score -449617.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -449708.875000 Penalty: 4207.781250
	Iteration 13Q: 3 clusters Score -449708.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -449769.687500 Penalty: 4207.781250
	Iteration 14Q: 3 clusters Score -449769.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449808.375000 Penalty: 4207.781250
	Iteration 15Q: 3 clusters Score -449808.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -449831.312500 Penalty: 4207.781250
	Iteration 16Q: 3 clusters Score -449831.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -449850.375000 Penalty: 4207.781250
	Iteration 17Q: 3 clusters Score -449850.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -449861.531250 Penalty: 4207.781250
	Iteration 18Q: 3 clusters Score -449861.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -449868.937500 Penalty: 4207.781250
	Iteration 19Q: 3 clusters Score -449868.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -449880.250000 Penalty: 4207.781250
	Iteration 20F: 3 clusters Score -449880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -449885.312500 Penalty: 4207.781250
	Iteration 21Q: 3 clusters Score -449885.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -449889.468750 Penalty: 4207.781250
	Iteration 22Q: 3 clusters Score -449889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -449891.125000 Penalty: 4207.781250
	Iteration 23Q: 3 clusters Score -449891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -449892.062500 Penalty: 4207.781250
	Iteration 24Q: 3 clusters Score -449892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -449892.750000 Penalty: 4207.781250
	Iteration 25Q: 3 clusters Score -449892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449894.562500 Penalty: 4207.781250
	Iteration 26Q: 3 clusters Score -449894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -449896.750000 Penalty: 4207.781250
	Iteration 27Q: 3 clusters Score -449896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -449899.250000 Penalty: 4207.781250
	Iteration 28Q: 3 clusters Score -449899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -449900.031250 Penalty: 4207.781250
	Iteration 29Q: 3 clusters Score -449900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -449902.375000 Penalty: 4207.781250
	Iteration 30Q: 3 clusters Score -449902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -449905.125000 Penalty: 4207.781250
	Iteration 31Q: 3 clusters Score -449905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449905.562500 Penalty: 4207.781250
	Iteration 32Q: 3 clusters Score -449905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449905.562500 Penalty: 4207.781250
	Iteration 33F: 3 clusters Score -449905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -163002.281250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -163002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160519.937500 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -160519.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160962.703125 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -160962.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161100.609375 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -161100.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161151.921875 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -161151.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -161187.171875 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -161187.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161215.796875 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -161215.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161235.640625 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -161235.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161260.046875 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -161260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161282.234375 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -161282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -161297.437500 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -161297.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161311.468750 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -161311.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -161328.812500 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -161328.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -161346.687500 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -161346.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161370.187500 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -161370.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -161395.375000 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -161395.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -161424.953125 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -161425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161456.328125 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -161456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161485.203125 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -161485.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -161511.984375 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -161512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -161542.671875 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -161542.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -161575.812500 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -161575.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -161605.328125 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -161605.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -161630.375000 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -161630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -161650.609375 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -161650.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -161676.812500 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -161676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -161691.359375 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -161691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -161700.796875 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -161700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -161707.234375 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -161707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -161710.203125 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -161710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -161712.000000 Penalty: 3718.339600
	Iteration 29Q: 3 clusters Score -161712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -161714.781250 Penalty: 3718.339600
	Iteration 30Q: 3 clusters Score -161714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -161717.125000 Penalty: 3718.339600
	Iteration 31Q: 3 clusters Score -161717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161720.875000 Penalty: 3718.339600
	Iteration 32Q: 3 clusters Score -161720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -161724.421875 Penalty: 3718.339600
	Iteration 33Q: 3 clusters Score -161724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -161729.796875 Penalty: 3718.339600
	Iteration 34Q: 3 clusters Score -161729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -161731.593750 Penalty: 3718.339600
	Iteration 35Q: 3 clusters Score -161731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161734.109375 Penalty: 3718.339600
	Iteration 36Q: 3 clusters Score -161734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -161735.984375 Penalty: 3718.339600
	Iteration 37Q: 3 clusters Score -161736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161736.203125 Penalty: 3718.339600
	Iteration 38Q: 3 clusters Score -161736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -161736.578125 Penalty: 3718.339600
	Iteration 39Q: 3 clusters Score -161736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -161736.578125 Penalty: 3718.339600
	Iteration 40F: 3 clusters Score -161736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Entering Unmasked Estep 
Score: -5819097.000000 Penalty: 2719.762207
	Iteration 0F: 2 clusters Score -5819097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5780338.500000 Penalty: 5439.524414
	Iteration 0F: 3 clusters Score -5780338 nChanged 26744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -5795537.000000 Penalty: 5439.524414
	Iteration 1F: 3 clusters Score -5795537 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -5796918.500000 Penalty: 5439.524414
	Iteration 2F: 3 clusters Score -5796918 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5798995.500000 Penalty: 5439.524414
	Iteration 3F: 3 clusters Score -5798996 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -5801881.500000 Penalty: 5439.524414
	Iteration 4F: 3 clusters Score -5801882 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5805276.500000 Penalty: 5439.524414
	Iteration 5F: 3 clusters Score -5805276 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -5808249.000000 Penalty: 5439.524414
	Iteration 6F: 3 clusters Score -5808249 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5810269.500000 Penalty: 5439.524414
	Iteration 7F: 3 clusters Score -5810270 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -5811537.500000 Penalty: 5439.524414
	Iteration 8Q: 3 clusters Score -5811538 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -5812378.000000 Penalty: 5439.524414
	Iteration 9Q: 3 clusters Score -5812378 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -5813019.000000 Penalty: 5439.524414
	Iteration 10Q: 3 clusters Score -5813019 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -5813541.000000 Penalty: 5439.524414
	Iteration 11Q: 3 clusters Score -5813541 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -5814067.000000 Penalty: 5439.524414
	Iteration 12Q: 3 clusters Score -5814067 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -5814631.000000 Penalty: 5439.524414
	Iteration 13Q: 3 clusters Score -5814631 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -5815227.000000 Penalty: 5439.524414
	Iteration 14Q: 3 clusters Score -5815227 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -5815668.500000 Penalty: 5439.524414
	Iteration 15Q: 3 clusters Score -5815668 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -5816009.500000 Penalty: 5439.524414
	Iteration 16Q: 3 clusters Score -5816010 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -5816273.000000 Penalty: 5439.524414
	Iteration 17Q: 3 clusters Score -5816273 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -5816432.000000 Penalty: 5439.524414
	Iteration 18Q: 3 clusters Score -5816432 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -5816585.000000 Penalty: 5439.524414
	Iteration 19Q: 3 clusters Score -5816585 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -5816695.000000 Penalty: 5439.524414
	Iteration 20F: 3 clusters Score -5816695 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -5816781.500000 Penalty: 5439.524414
	Iteration 21Q: 3 clusters Score -5816782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -5816823.500000 Penalty: 5439.524414
	Iteration 22Q: 3 clusters Score -5816824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -5816861.000000 Penalty: 5439.524414
	Iteration 23Q: 3 clusters Score -5816861 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -5816894.000000 Penalty: 5439.524414
	Iteration 24Q: 3 clusters Score -5816894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -5816901.500000 Penalty: 5439.524414
	Iteration 25Q: 3 clusters Score -5816902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -5816943.000000 Penalty: 5439.524414
	Iteration 26Q: 3 clusters Score -5816943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -5816950.500000 Penalty: 5439.524414
	Iteration 27Q: 3 clusters Score -5816950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -5816970.500000 Penalty: 5439.524414
	Iteration 28Q: 3 clusters Score -5816970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -5816969.000000 Penalty: 5439.524414
	Iteration 29Q: 3 clusters Score -5816969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -5816975.500000 Penalty: 5439.524414
	Iteration 30Q: 3 clusters Score -5816976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -5816989.500000 Penalty: 5439.524414
	Iteration 31Q: 3 clusters Score -5816990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -5817000.500000 Penalty: 5439.524414
	Iteration 32Q: 3 clusters Score -5817000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -5817002.500000 Penalty: 5439.524414
	Iteration 33Q: 3 clusters Score -5817002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -5817007.000000 Penalty: 5439.524414
	Iteration 34Q: 3 clusters Score -5817007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -5817012.000000 Penalty: 5439.524414
	Iteration 35Q: 3 clusters Score -5817012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -5817017.000000 Penalty: 5439.524414
	Iteration 36Q: 3 clusters Score -5817017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -5817015.000000 Penalty: 5439.524414
	Iteration 37Q: 3 clusters Score -5817015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -5817013.500000 Penalty: 5439.524414
	Iteration 38Q: 3 clusters Score -5817014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -5817019.000000 Penalty: 5439.524414
	Iteration 39Q: 3 clusters Score -5817019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -5817027.000000 Penalty: 5439.524414
	Iteration 40F: 3 clusters Score -5817027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -5817025.000000 Penalty: 5439.524414
	Iteration 41Q: 3 clusters Score -5817025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -5817028.000000 Penalty: 5439.524414
	Iteration 42Q: 3 clusters Score -5817028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -5817038.000000 Penalty: 5439.524414
	Iteration 43Q: 3 clusters Score -5817038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -5817032.500000 Penalty: 5439.524414
	Iteration 44Q: 3 clusters Score -5817032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -5817037.500000 Penalty: 5439.524414
	Iteration 45Q: 3 clusters Score -5817038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -5817048.000000 Penalty: 5439.524414
	Iteration 46Q: 3 clusters Score -5817048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -5817044.500000 Penalty: 5439.524414
	Iteration 47Q: 3 clusters Score -5817044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -5817042.000000 Penalty: 5439.524414
	Iteration 48Q: 3 clusters Score -5817042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -5817042.000000 Penalty: 5439.524414
	Iteration 49F: 3 clusters Score -5817042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -657326.500000 Penalty: 2186.616211
	Iteration 0F: 2 clusters Score -657326.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -651698.625000 Penalty: 4373.232422
	Iteration 0F: 3 clusters Score -651698.6 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -653260.937500 Penalty: 4373.232422
	Iteration 1F: 3 clusters Score -653260.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -653542.437500 Penalty: 4373.232422
	Iteration 2F: 3 clusters Score -653542.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -653757.562500 Penalty: 4373.232422
	Iteration 3F: 3 clusters Score -653757.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -653948.187500 Penalty: 4373.232422
	Iteration 4Q: 3 clusters Score -653948.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -654110.187500 Penalty: 4373.232422
	Iteration 5Q: 3 clusters Score -654110.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -654241.562500 Penalty: 4373.232422
	Iteration 6Q: 3 clusters Score -654241.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -654345.875000 Penalty: 4373.232422
	Iteration 7Q: 3 clusters Score -654345.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -654460.375000 Penalty: 4373.232422
	Iteration 8Q: 3 clusters Score -654460.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -654550.875000 Penalty: 4373.232422
	Iteration 9Q: 3 clusters Score -654550.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -654634.562500 Penalty: 4373.232422
	Iteration 10Q: 3 clusters Score -654634.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -654714.500000 Penalty: 4373.232422
	Iteration 11Q: 3 clusters Score -654714.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -654790.562500 Penalty: 4373.232422
	Iteration 12Q: 3 clusters Score -654790.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -654880.812500 Penalty: 4373.232422
	Iteration 13Q: 3 clusters Score -654880.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -654963.437500 Penalty: 4373.232422
	Iteration 14Q: 3 clusters Score -654963.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -655039.625000 Penalty: 4373.232422
	Iteration 15Q: 3 clusters Score -655039.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -655093.750000 Penalty: 4373.232422
	Iteration 16Q: 3 clusters Score -655093.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -655152.500000 Penalty: 4373.232422
	Iteration 17Q: 3 clusters Score -655152.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -655202.562500 Penalty: 4373.232422
	Iteration 18Q: 3 clusters Score -655202.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -655250.687500 Penalty: 4373.232422
	Iteration 19Q: 3 clusters Score -655250.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -655303.625000 Penalty: 4373.232422
	Iteration 20F: 3 clusters Score -655303.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -655347.312500 Penalty: 4373.232422
	Iteration 21Q: 3 clusters Score -655347.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -655379.187500 Penalty: 4373.232422
	Iteration 22Q: 3 clusters Score -655379.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -655405.875000 Penalty: 4373.232422
	Iteration 23Q: 3 clusters Score -655405.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -655432.062500 Penalty: 4373.232422
	Iteration 24Q: 3 clusters Score -655432.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -655453.875000 Penalty: 4373.232422
	Iteration 25Q: 3 clusters Score -655453.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -655479.062500 Penalty: 4373.232422
	Iteration 26Q: 3 clusters Score -655479.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -655507.937500 Penalty: 4373.232422
	Iteration 27Q: 3 clusters Score -655507.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -655531.437500 Penalty: 4373.232422
	Iteration 28Q: 3 clusters Score -655531.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -655555.187500 Penalty: 4373.232422
	Iteration 29Q: 3 clusters Score -655555.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -655575.187500 Penalty: 4373.232422
	Iteration 30Q: 3 clusters Score -655575.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -655589.000000 Penalty: 4373.232422
	Iteration 31Q: 3 clusters Score -655589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -655601.687500 Penalty: 4373.232422
	Iteration 32Q: 3 clusters Score -655601.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -655613.625000 Penalty: 4373.232422
	Iteration 33Q: 3 clusters Score -655613.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -655624.000000 Penalty: 4373.232422
	Iteration 34Q: 3 clusters Score -655624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -655630.812500 Penalty: 4373.232422
	Iteration 35Q: 3 clusters Score -655630.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -655639.437500 Penalty: 4373.232422
	Iteration 36Q: 3 clusters Score -655639.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -655645.812500 Penalty: 4373.232422
	Iteration 37Q: 3 clusters Score -655645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -655650.875000 Penalty: 4373.232422
	Iteration 38Q: 3 clusters Score -655650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -655657.687500 Penalty: 4373.232422
	Iteration 39Q: 3 clusters Score -655657.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -655662.312500 Penalty: 4373.232422
	Iteration 40F: 3 clusters Score -655662.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -655666.875000 Penalty: 4373.232422
	Iteration 41Q: 3 clusters Score -655666.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -655673.375000 Penalty: 4373.232422
	Iteration 42Q: 3 clusters Score -655673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -655678.062500 Penalty: 4373.232422
	Iteration 43Q: 3 clusters Score -655678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -655682.812500 Penalty: 4373.232422
	Iteration 44Q: 3 clusters Score -655682.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -655688.187500 Penalty: 4373.232422
	Iteration 45Q: 3 clusters Score -655688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -655691.812500 Penalty: 4373.232422
	Iteration 46Q: 3 clusters Score -655691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -655693.312500 Penalty: 4373.232422
	Iteration 47Q: 3 clusters Score -655693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -655692.250000 Penalty: 4373.232422
	Iteration 48Q: 3 clusters Score -655692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -655694.125000 Penalty: 4373.232422
	Iteration 49Q: 3 clusters Score -655694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -655694.062500 Penalty: 4373.232422
	Iteration 50Q: 3 clusters Score -655694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -655695.875000 Penalty: 4373.232422
	Iteration 51Q: 3 clusters Score -655695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -655695.875000 Penalty: 4373.232422
	Iteration 52Q: 3 clusters Score -655695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -655695.875000 Penalty: 4373.232422
	Iteration 53F: 3 clusters Score -655695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -111287.625000 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -111287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109185.632812 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -109185.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -109623.289062 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -109623.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109802.664062 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -109802.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109913.046875 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -109913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -110025.539062 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -110025.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -110123.554688 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -110123.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -110250.820312 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -110250.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -110355.992188 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -110356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -110457.742188 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -110457.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -110548.523438 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -110548.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -110612.273438 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -110612.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -110672.507812 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -110672.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -110718.804688 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -110718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -110760.179688 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -110760.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -110787.718750 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -110787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -110797.578125 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -110797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -110802.023438 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -110802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -110809.093750 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -110809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110824.617188 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -110824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -110845.226562 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -110845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -110877.835938 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -110877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110905.046875 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -110905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -110921.023438 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -110921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110933.195312 Penalty: 3572.150391
	Iteration 23Q: 3 clusters Score -110933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -110942.476562 Penalty: 3572.150391
	Iteration 24Q: 3 clusters Score -110942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -110948.625000 Penalty: 3572.150391
	Iteration 25Q: 3 clusters Score -110948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110954.046875 Penalty: 3572.150391
	Iteration 26Q: 3 clusters Score -110954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -110967.507812 Penalty: 3572.150391
	Iteration 27Q: 3 clusters Score -110967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -110974.929688 Penalty: 3572.150391
	Iteration 28Q: 3 clusters Score -110974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -110988.476562 Penalty: 3572.150391
	Iteration 29Q: 3 clusters Score -110988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -111006.187500 Penalty: 3572.150391
	Iteration 30Q: 3 clusters Score -111006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -111013.179688 Penalty: 3572.150391
	Iteration 31Q: 3 clusters Score -111013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -111018.640625 Penalty: 3572.150391
	Iteration 32Q: 3 clusters Score -111018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -111023.531250 Penalty: 3572.150391
	Iteration 33Q: 3 clusters Score -111023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111028.210938 Penalty: 3572.150391
	Iteration 34Q: 3 clusters Score -111028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111028.210938 Penalty: 3572.150391
	Iteration 35F: 3 clusters Score -111028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -628141.687500 Penalty: 2195.105957
	Iteration 0F: 2 clusters Score -628141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -622409.812500 Penalty: 4390.211914
	Iteration 0F: 3 clusters Score -622409.8 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -624215.062500 Penalty: 4390.211914
	Iteration 1F: 3 clusters Score -624215.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -624699.375000 Penalty: 4390.211914
	Iteration 2F: 3 clusters Score -624699.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -625234.875000 Penalty: 4390.211914
	Iteration 3F: 3 clusters Score -625234.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -625827.937500 Penalty: 4390.211914
	Iteration 4F: 3 clusters Score -625827.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -626357.875000 Penalty: 4390.211914
	Iteration 5F: 3 clusters Score -626357.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -626752.562500 Penalty: 4390.211914
	Iteration 6F: 3 clusters Score -626752.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -627028.937500 Penalty: 4390.211914
	Iteration 7Q: 3 clusters Score -627028.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -627231.312500 Penalty: 4390.211914
	Iteration 8Q: 3 clusters Score -627231.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -627388.625000 Penalty: 4390.211914
	Iteration 9Q: 3 clusters Score -627388.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -627518.937500 Penalty: 4390.211914
	Iteration 10Q: 3 clusters Score -627518.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -627590.625000 Penalty: 4390.211914
	Iteration 11Q: 3 clusters Score -627590.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -627623.812500 Penalty: 4390.211914
	Iteration 12Q: 3 clusters Score -627623.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -627643.250000 Penalty: 4390.211914
	Iteration 13Q: 3 clusters Score -627643.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -627653.625000 Penalty: 4390.211914
	Iteration 14Q: 3 clusters Score -627653.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -627659.000000 Penalty: 4390.211914
	Iteration 15Q: 3 clusters Score -627659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -627661.250000 Penalty: 4390.211914
	Iteration 16Q: 3 clusters Score -627661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -627666.562500 Penalty: 4390.211914
	Iteration 17Q: 3 clusters Score -627666.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -627671.687500 Penalty: 4390.211914
	Iteration 18Q: 3 clusters Score -627671.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -627676.250000 Penalty: 4390.211914
	Iteration 19Q: 3 clusters Score -627676.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -627680.000000 Penalty: 4390.211914
	Iteration 20F: 3 clusters Score -627680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -627684.562500 Penalty: 4390.211914
	Iteration 21Q: 3 clusters Score -627684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -627686.187500 Penalty: 4390.211914
	Iteration 22Q: 3 clusters Score -627686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -627689.562500 Penalty: 4390.211914
	Iteration 23Q: 3 clusters Score -627689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -627690.937500 Penalty: 4390.211914
	Iteration 24Q: 3 clusters Score -627690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -627693.250000 Penalty: 4390.211914
	Iteration 25Q: 3 clusters Score -627693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -627693.062500 Penalty: 4390.211914
	Iteration 26Q: 3 clusters Score -627693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -627693.125000 Penalty: 4390.211914
	Iteration 27Q: 3 clusters Score -627693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -627694.000000 Penalty: 4390.211914
	Iteration 28Q: 3 clusters Score -627694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -627695.000000 Penalty: 4390.211914
	Iteration 29Q: 3 clusters Score -627695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -627695.812500 Penalty: 4390.211914
	Iteration 30Q: 3 clusters Score -627695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -627696.312500 Penalty: 4390.211914
	Iteration 31Q: 3 clusters Score -627696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -627698.312500 Penalty: 4390.211914
	Iteration 32Q: 3 clusters Score -627698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -627697.562500 Penalty: 4390.211914
	Iteration 33Q: 3 clusters Score -627697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -627699.375000 Penalty: 4390.211914
	Iteration 34Q: 3 clusters Score -627699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -627701.312500 Penalty: 4390.211914
	Iteration 35Q: 3 clusters Score -627701.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -627702.500000 Penalty: 4390.211914
	Iteration 36Q: 3 clusters Score -627702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -627701.437500 Penalty: 4390.211914
	Iteration 37Q: 3 clusters Score -627701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -627705.375000 Penalty: 4390.211914
	Iteration 38Q: 3 clusters Score -627705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -627706.312500 Penalty: 4390.211914
	Iteration 39Q: 3 clusters Score -627706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -627706.312500 Penalty: 4390.211914
	Iteration 40F: 3 clusters Score -627706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -627707.312500 Penalty: 4390.211914
	Iteration 41Q: 3 clusters Score -627707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -627708.062500 Penalty: 4390.211914
	Iteration 42Q: 3 clusters Score -627708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -627708.062500 Penalty: 4390.211914
	Iteration 43F: 3 clusters Score -627708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Entering Unmasked Estep 
Score: -1019730.812500 Penalty: 2312.380615
	Iteration 0F: 2 clusters Score -1019731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1011340.062500 Penalty: 4624.761230
	Iteration 0F: 3 clusters Score -1011340 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1013929.437500 Penalty: 4624.761230
	Iteration 1F: 3 clusters Score -1013929 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1014355.125000 Penalty: 4624.761230
	Iteration 2F: 3 clusters Score -1014355 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1014820.312500 Penalty: 4624.761230
	Iteration 3F: 3 clusters Score -1014820 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1015357.875000 Penalty: 4624.761230
	Iteration 4F: 3 clusters Score -1015358 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1015900.750000 Penalty: 4624.761230
	Iteration 5F: 3 clusters Score -1015901 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1016415.312500 Penalty: 4624.761230
	Iteration 6F: 3 clusters Score -1016415 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1016812.437500 Penalty: 4624.761230
	Iteration 7Q: 3 clusters Score -1016812 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1017082.000000 Penalty: 4624.761230
	Iteration 8Q: 3 clusters Score -1017082 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1017287.812500 Penalty: 4624.761230
	Iteration 9Q: 3 clusters Score -1017288 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1017459.437500 Penalty: 4624.761230
	Iteration 10Q: 3 clusters Score -1017459 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1017592.125000 Penalty: 4624.761230
	Iteration 11Q: 3 clusters Score -1017592 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1017707.687500 Penalty: 4624.761230
	Iteration 12Q: 3 clusters Score -1017708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1017799.562500 Penalty: 4624.761230
	Iteration 13Q: 3 clusters Score -1017800 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1017879.000000 Penalty: 4624.761230
	Iteration 14Q: 3 clusters Score -1017879 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1017951.312500 Penalty: 4624.761230
	Iteration 15Q: 3 clusters Score -1017951 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1018022.187500 Penalty: 4624.761230
	Iteration 16Q: 3 clusters Score -1018022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1018080.437500 Penalty: 4624.761230
	Iteration 17Q: 3 clusters Score -1018080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1018128.812500 Penalty: 4624.761230
	Iteration 18Q: 3 clusters Score -1018129 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1018179.812500 Penalty: 4624.761230
	Iteration 19Q: 3 clusters Score -1018180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1018217.625000 Penalty: 4624.761230
	Iteration 20F: 3 clusters Score -1018218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1018248.812500 Penalty: 4624.761230
	Iteration 21Q: 3 clusters Score -1018249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1018282.687500 Penalty: 4624.761230
	Iteration 22Q: 3 clusters Score -1018283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1018302.750000 Penalty: 4624.761230
	Iteration 23Q: 3 clusters Score -1018303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1018316.437500 Penalty: 4624.761230
	Iteration 24Q: 3 clusters Score -1018316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1018333.062500 Penalty: 4624.761230
	Iteration 25Q: 3 clusters Score -1018333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1018353.187500 Penalty: 4624.761230
	Iteration 26Q: 3 clusters Score -1018353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1018372.812500 Penalty: 4624.761230
	Iteration 27Q: 3 clusters Score -1018373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1018395.937500 Penalty: 4624.761230
	Iteration 28Q: 3 clusters Score -1018396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1018420.687500 Penalty: 4624.761230
	Iteration 29Q: 3 clusters Score -1018421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1018437.437500 Penalty: 4624.761230
	Iteration 30Q: 3 clusters Score -1018437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1018452.937500 Penalty: 4624.761230
	Iteration 31Q: 3 clusters Score -1018453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1018469.000000 Penalty: 4624.761230
	Iteration 32Q: 3 clusters Score -1018469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1018490.375000 Penalty: 4624.761230
	Iteration 33Q: 3 clusters Score -1018490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1018513.312500 Penalty: 4624.761230
	Iteration 34Q: 3 clusters Score -1018513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1018528.312500 Penalty: 4624.761230
	Iteration 35Q: 3 clusters Score -1018528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1018543.875000 Penalty: 4624.761230
	Iteration 36Q: 3 clusters Score -1018544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1018562.562500 Penalty: 4624.761230
	Iteration 37Q: 3 clusters Score -1018563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1018578.937500 Penalty: 4624.761230
	Iteration 38Q: 3 clusters Score -1018579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1018591.250000 Penalty: 4624.761230
	Iteration 39Q: 3 clusters Score -1018591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1018596.000000 Penalty: 4624.761230
	Iteration 40F: 3 clusters Score -1018596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1018603.125000 Penalty: 4624.761230
	Iteration 41Q: 3 clusters Score -1018603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1018614.500000 Penalty: 4624.761230
	Iteration 42Q: 3 clusters Score -1018614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1018626.437500 Penalty: 4624.761230
	Iteration 43Q: 3 clusters Score -1018626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1018637.437500 Penalty: 4624.761230
	Iteration 44Q: 3 clusters Score -1018637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1018646.625000 Penalty: 4624.761230
	Iteration 45Q: 3 clusters Score -1018647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1018654.375000 Penalty: 4624.761230
	Iteration 46Q: 3 clusters Score -1018654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1018667.375000 Penalty: 4624.761230
	Iteration 47Q: 3 clusters Score -1018667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1018676.625000 Penalty: 4624.761230
	Iteration 48Q: 3 clusters Score -1018677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1018686.250000 Penalty: 4624.761230
	Iteration 49Q: 3 clusters Score -1018686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1018691.437500 Penalty: 4624.761230
	Iteration 50Q: 3 clusters Score -1018691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1018696.937500 Penalty: 4624.761230
	Iteration 51Q: 3 clusters Score -1018697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1018699.187500 Penalty: 4624.761230
	Iteration 52Q: 3 clusters Score -1018699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1018701.437500 Penalty: 4624.761230
	Iteration 53Q: 3 clusters Score -1018701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1018702.250000 Penalty: 4624.761230
	Iteration 54Q: 3 clusters Score -1018702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1018705.687500 Penalty: 4624.761230
	Iteration 55Q: 3 clusters Score -1018706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1018707.125000 Penalty: 4624.761230
	Iteration 56Q: 3 clusters Score -1018707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1018707.750000 Penalty: 4624.761230
	Iteration 57Q: 3 clusters Score -1018708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1018710.500000 Penalty: 4624.761230
	Iteration 58Q: 3 clusters Score -1018710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1018715.875000 Penalty: 4624.761230
	Iteration 59Q: 3 clusters Score -1018716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1018717.937500 Penalty: 4624.761230
	Iteration 60F: 3 clusters Score -1018718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1018722.625000 Penalty: 4624.761230
	Iteration 61Q: 3 clusters Score -1018723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1018726.875000 Penalty: 4624.761230
	Iteration 62Q: 3 clusters Score -1018727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1018728.375000 Penalty: 4624.761230
	Iteration 63Q: 3 clusters Score -1018728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1018731.125000 Penalty: 4624.761230
	Iteration 64Q: 3 clusters Score -1018731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1018730.687500 Penalty: 4624.761230
	Iteration 65Q: 3 clusters Score -1018731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1018730.812500 Penalty: 4624.761230
	Iteration 66Q: 3 clusters Score -1018731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1018732.125000 Penalty: 4624.761230
	Iteration 67Q: 3 clusters Score -1018732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1018731.687500 Penalty: 4624.761230
	Iteration 68Q: 3 clusters Score -1018732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1018733.687500 Penalty: 4624.761230
	Iteration 69Q: 3 clusters Score -1018734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1018734.375000 Penalty: 4624.761230
	Iteration 70Q: 3 clusters Score -1018734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1018735.250000 Penalty: 4624.761230
	Iteration 71Q: 3 clusters Score -1018735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1018734.000000 Penalty: 4624.761230
	Iteration 72Q: 3 clusters Score -1018734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1018734.000000 Penalty: 4624.761230
	Iteration 73F: 3 clusters Score -1018734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Entering Unmasked Estep 
Score: -1028669.000000 Penalty: 2287.759033
	Iteration 0F: 2 clusters Score -1028669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1020932.562500 Penalty: 4575.518066
	Iteration 0F: 3 clusters Score -1020933 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1023138.312500 Penalty: 4575.518066
	Iteration 1F: 3 clusters Score -1023138 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1023445.000000 Penalty: 4575.518066
	Iteration 2F: 3 clusters Score -1023445 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1023665.750000 Penalty: 4575.518066
	Iteration 3F: 3 clusters Score -1023666 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1023841.500000 Penalty: 4575.518066
	Iteration 4Q: 3 clusters Score -1023842 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1023991.000000 Penalty: 4575.518066
	Iteration 5Q: 3 clusters Score -1023991 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1024150.750000 Penalty: 4575.518066
	Iteration 6Q: 3 clusters Score -1024151 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1024378.687500 Penalty: 4575.518066
	Iteration 7Q: 3 clusters Score -1024379 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1024678.875000 Penalty: 4575.518066
	Iteration 8Q: 3 clusters Score -1024679 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1025082.562500 Penalty: 4575.518066
	Iteration 9F: 3 clusters Score -1025083 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1025507.250000 Penalty: 4575.518066
	Iteration 10F: 3 clusters Score -1025507 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1025955.562500 Penalty: 4575.518066
	Iteration 11F: 3 clusters Score -1025956 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1026321.375000 Penalty: 4575.518066
	Iteration 12F: 3 clusters Score -1026321 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1026574.000000 Penalty: 4575.518066
	Iteration 13Q: 3 clusters Score -1026574 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1026746.812500 Penalty: 4575.518066
	Iteration 14Q: 3 clusters Score -1026747 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1026868.500000 Penalty: 4575.518066
	Iteration 15Q: 3 clusters Score -1026868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1026950.125000 Penalty: 4575.518066
	Iteration 16Q: 3 clusters Score -1026950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1027006.562500 Penalty: 4575.518066
	Iteration 17Q: 3 clusters Score -1027007 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1027038.687500 Penalty: 4575.518066
	Iteration 18Q: 3 clusters Score -1027039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1027072.937500 Penalty: 4575.518066
	Iteration 19Q: 3 clusters Score -1027073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1027101.937500 Penalty: 4575.518066
	Iteration 20F: 3 clusters Score -1027102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1027117.875000 Penalty: 4575.518066
	Iteration 21Q: 3 clusters Score -1027118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1027139.375000 Penalty: 4575.518066
	Iteration 22Q: 3 clusters Score -1027139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1027155.937500 Penalty: 4575.518066
	Iteration 23Q: 3 clusters Score -1027156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1027170.687500 Penalty: 4575.518066
	Iteration 24Q: 3 clusters Score -1027171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1027182.000000 Penalty: 4575.518066
	Iteration 25Q: 3 clusters Score -1027182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1027194.562500 Penalty: 4575.518066
	Iteration 26Q: 3 clusters Score -1027195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1027204.375000 Penalty: 4575.518066
	Iteration 27Q: 3 clusters Score -1027204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1027215.562500 Penalty: 4575.518066
	Iteration 28Q: 3 clusters Score -1027216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1027227.312500 Penalty: 4575.518066
	Iteration 29Q: 3 clusters Score -1027227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1027239.437500 Penalty: 4575.518066
	Iteration 30Q: 3 clusters Score -1027239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1027252.312500 Penalty: 4575.518066
	Iteration 31Q: 3 clusters Score -1027252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1027264.937500 Penalty: 4575.518066
	Iteration 32Q: 3 clusters Score -1027265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1027276.250000 Penalty: 4575.518066
	Iteration 33Q: 3 clusters Score -1027276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1027280.750000 Penalty: 4575.518066
	Iteration 34Q: 3 clusters Score -1027281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1027290.500000 Penalty: 4575.518066
	Iteration 35Q: 3 clusters Score -1027290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1027300.000000 Penalty: 4575.518066
	Iteration 36Q: 3 clusters Score -1027300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1027306.562500 Penalty: 4575.518066
	Iteration 37Q: 3 clusters Score -1027307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1027305.687500 Penalty: 4575.518066
	Iteration 38Q: 3 clusters Score -1027306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1027309.375000 Penalty: 4575.518066
	Iteration 39Q: 3 clusters Score -1027309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1027311.375000 Penalty: 4575.518066
	Iteration 40F: 3 clusters Score -1027311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1027311.562500 Penalty: 4575.518066
	Iteration 41Q: 3 clusters Score -1027312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1027312.375000 Penalty: 4575.518066
	Iteration 42Q: 3 clusters Score -1027312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1027312.375000 Penalty: 4575.518066
	Iteration 43F: 3 clusters Score -1027312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Entering Unmasked Estep 
Score: -1751368.500000 Penalty: 2426.983398
	Iteration 0F: 2 clusters Score -1751368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1738646.500000 Penalty: 4853.966797
	Iteration 0F: 3 clusters Score -1738646 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1742883.375000 Penalty: 4853.966797
	Iteration 1F: 3 clusters Score -1742883 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1743386.125000 Penalty: 4853.966797
	Iteration 2F: 3 clusters Score -1743386 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1743909.750000 Penalty: 4853.966797
	Iteration 3F: 3 clusters Score -1743910 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1744444.000000 Penalty: 4853.966797
	Iteration 4F: 3 clusters Score -1744444 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1744979.125000 Penalty: 4853.966797
	Iteration 5F: 3 clusters Score -1744979 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1745526.250000 Penalty: 4853.966797
	Iteration 6F: 3 clusters Score -1745526 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1745996.875000 Penalty: 4853.966797
	Iteration 7Q: 3 clusters Score -1745997 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1746385.000000 Penalty: 4853.966797
	Iteration 8Q: 3 clusters Score -1746385 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1746656.000000 Penalty: 4853.966797
	Iteration 9Q: 3 clusters Score -1746656 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1746867.000000 Penalty: 4853.966797
	Iteration 10Q: 3 clusters Score -1746867 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1747034.000000 Penalty: 4853.966797
	Iteration 11Q: 3 clusters Score -1747034 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1747177.375000 Penalty: 4853.966797
	Iteration 12Q: 3 clusters Score -1747177 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1747298.625000 Penalty: 4853.966797
	Iteration 13Q: 3 clusters Score -1747299 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1747405.250000 Penalty: 4853.966797
	Iteration 14Q: 3 clusters Score -1747405 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1747514.375000 Penalty: 4853.966797
	Iteration 15Q: 3 clusters Score -1747514 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1747623.000000 Penalty: 4853.966797
	Iteration 16Q: 3 clusters Score -1747623 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1747736.000000 Penalty: 4853.966797
	Iteration 17Q: 3 clusters Score -1747736 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1747847.750000 Penalty: 4853.966797
	Iteration 18Q: 3 clusters Score -1747848 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1747980.875000 Penalty: 4853.966797
	Iteration 19Q: 3 clusters Score -1747981 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1748115.125000 Penalty: 4853.966797
	Iteration 20F: 3 clusters Score -1748115 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1748252.750000 Penalty: 4853.966797
	Iteration 21Q: 3 clusters Score -1748253 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1748379.125000 Penalty: 4853.966797
	Iteration 22Q: 3 clusters Score -1748379 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1748510.125000 Penalty: 4853.966797
	Iteration 23Q: 3 clusters Score -1748510 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1748638.375000 Penalty: 4853.966797
	Iteration 24Q: 3 clusters Score -1748638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1748773.500000 Penalty: 4853.966797
	Iteration 25Q: 3 clusters Score -1748774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1748896.250000 Penalty: 4853.966797
	Iteration 26Q: 3 clusters Score -1748896 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1749042.000000 Penalty: 4853.966797
	Iteration 27Q: 3 clusters Score -1749042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1749197.000000 Penalty: 4853.966797
	Iteration 28Q: 3 clusters Score -1749197 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1749316.375000 Penalty: 4853.966797
	Iteration 29Q: 3 clusters Score -1749316 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1749418.250000 Penalty: 4853.966797
	Iteration 30Q: 3 clusters Score -1749418 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1749498.250000 Penalty: 4853.966797
	Iteration 31Q: 3 clusters Score -1749498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1749559.125000 Penalty: 4853.966797
	Iteration 32Q: 3 clusters Score -1749559 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1749601.250000 Penalty: 4853.966797
	Iteration 33Q: 3 clusters Score -1749601 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1749633.625000 Penalty: 4853.966797
	Iteration 34Q: 3 clusters Score -1749634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1749654.875000 Penalty: 4853.966797
	Iteration 35Q: 3 clusters Score -1749655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1749675.625000 Penalty: 4853.966797
	Iteration 36Q: 3 clusters Score -1749676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1749692.000000 Penalty: 4853.966797
	Iteration 37Q: 3 clusters Score -1749692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1749711.250000 Penalty: 4853.966797
	Iteration 38Q: 3 clusters Score -1749711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1749727.875000 Penalty: 4853.966797
	Iteration 39Q: 3 clusters Score -1749728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1749729.500000 Penalty: 4853.966797
	Iteration 40F: 3 clusters Score -1749730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1749734.750000 Penalty: 4853.966797
	Iteration 41Q: 3 clusters Score -1749735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1749740.125000 Penalty: 4853.966797
	Iteration 42Q: 3 clusters Score -1749740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1749745.875000 Penalty: 4853.966797
	Iteration 43Q: 3 clusters Score -1749746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1749752.250000 Penalty: 4853.966797
	Iteration 44Q: 3 clusters Score -1749752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1749758.375000 Penalty: 4853.966797
	Iteration 45Q: 3 clusters Score -1749758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1749760.000000 Penalty: 4853.966797
	Iteration 46Q: 3 clusters Score -1749760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1749764.125000 Penalty: 4853.966797
	Iteration 47Q: 3 clusters Score -1749764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1749767.250000 Penalty: 4853.966797
	Iteration 48Q: 3 clusters Score -1749767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1749769.125000 Penalty: 4853.966797
	Iteration 49Q: 3 clusters Score -1749769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1749774.125000 Penalty: 4853.966797
	Iteration 50Q: 3 clusters Score -1749774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1749778.625000 Penalty: 4853.966797
	Iteration 51Q: 3 clusters Score -1749779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1749779.750000 Penalty: 4853.966797
	Iteration 52Q: 3 clusters Score -1749780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1749781.750000 Penalty: 4853.966797
	Iteration 53Q: 3 clusters Score -1749782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1749783.125000 Penalty: 4853.966797
	Iteration 54Q: 3 clusters Score -1749783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1749785.500000 Penalty: 4853.966797
	Iteration 55Q: 3 clusters Score -1749786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1749787.250000 Penalty: 4853.966797
	Iteration 56Q: 3 clusters Score -1749787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1749788.625000 Penalty: 4853.966797
	Iteration 57Q: 3 clusters Score -1749789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1749787.125000 Penalty: 4853.966797
	Iteration 58Q: 3 clusters Score -1749787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1749789.125000 Penalty: 4853.966797
	Iteration 59Q: 3 clusters Score -1749789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1749787.750000 Penalty: 4853.966797
	Iteration 60F: 3 clusters Score -1749788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1749790.250000 Penalty: 4853.966797
	Iteration 61Q: 3 clusters Score -1749790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1749789.375000 Penalty: 4853.966797
	Iteration 62Q: 3 clusters Score -1749789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1749791.875000 Penalty: 4853.966797
	Iteration 63Q: 3 clusters Score -1749792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1749794.125000 Penalty: 4853.966797
	Iteration 64Q: 3 clusters Score -1749794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1749795.000000 Penalty: 4853.966797
	Iteration 65Q: 3 clusters Score -1749795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1749791.875000 Penalty: 4853.966797
	Iteration 66Q: 3 clusters Score -1749792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1749793.250000 Penalty: 4853.966797
	Iteration 67Q: 3 clusters Score -1749793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1749795.250000 Penalty: 4853.966797
	Iteration 68Q: 3 clusters Score -1749795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1749795.250000 Penalty: 4853.966797
	Iteration 69Q: 3 clusters Score -1749795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1749793.375000 Penalty: 4853.966797
	Iteration 70Q: 3 clusters Score -1749793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1749796.250000 Penalty: 4853.966797
	Iteration 71Q: 3 clusters Score -1749796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1749797.750000 Penalty: 4853.966797
	Iteration 72Q: 3 clusters Score -1749798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1749799.875000 Penalty: 4853.966797
	Iteration 73Q: 3 clusters Score -1749800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1749800.875000 Penalty: 4853.966797
	Iteration 74Q: 3 clusters Score -1749801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1749798.500000 Penalty: 4853.966797
	Iteration 75Q: 3 clusters Score -1749798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1749799.000000 Penalty: 4853.966797
	Iteration 76Q: 3 clusters Score -1749799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1749799.000000 Penalty: 4853.966797
	Iteration 77F: 3 clusters Score -1749799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -662421.437500 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -662421.4 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 3323 members 
Entering Unmasked Estep 
Score: -656908.125000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -656908.1 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -658395.562500 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -658395.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -658801.062500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -658801.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -659239.250000 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -659239.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -659723.125000 Penalty: 4364.632324
	Iteration 4F: 3 clusters Score -659723.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -660117.687500 Penalty: 4364.632324
	Iteration 5F: 3 clusters Score -660117.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -660420.937500 Penalty: 4364.632324
	Iteration 6F: 3 clusters Score -660420.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -660610.500000 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -660610.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -660742.125000 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -660742.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -660828.812500 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -660828.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -660897.687500 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -660897.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -660935.250000 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -660935.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -660955.875000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -660955.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -660972.750000 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -660972.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -660988.750000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -660988.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -661000.000000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -661000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -661009.000000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -661009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -661015.187500 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -661015.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -661020.562500 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -661020.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -661026.625000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -661026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -661028.937500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -661028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -661034.500000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -661034.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -661039.187500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -661039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -661045.000000 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -661045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -661047.187500 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -661047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -661049.812500 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -661049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -661053.500000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -661053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -661055.125000 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -661055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -661057.187500 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -661057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -661058.125000 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -661058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -661059.500000 Penalty: 4364.632324
	Iteration 30Q: 3 clusters Score -661059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -661059.375000 Penalty: 4364.632324
	Iteration 31Q: 3 clusters Score -661059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -661059.812500 Penalty: 4364.632324
	Iteration 32Q: 3 clusters Score -661059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -661060.062500 Penalty: 4364.632324
	Iteration 33Q: 3 clusters Score -661060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -661059.625000 Penalty: 4364.632324
	Iteration 34Q: 3 clusters Score -661059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -661060.437500 Penalty: 4364.632324
	Iteration 35Q: 3 clusters Score -661060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -661061.000000 Penalty: 4364.632324
	Iteration 36Q: 3 clusters Score -661061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -661061.000000 Penalty: 4364.632324
	Iteration 37F: 3 clusters Score -661061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Entering Unmasked Estep 
Score: -5995195.000000 Penalty: 2726.341064
	Iteration 0F: 2 clusters Score -5995195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -5955147.000000 Penalty: 5452.682129
	Iteration 0F: 3 clusters Score -5955147 nChanged 27689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5970892.500000 Penalty: 5452.682129
	Iteration 1F: 3 clusters Score -5970892 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5971868.000000 Penalty: 5452.682129
	Iteration 2Q: 3 clusters Score -5971868 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5973204.500000 Penalty: 5452.682129
	Iteration 3F: 3 clusters Score -5973204 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5974780.000000 Penalty: 5452.682129
	Iteration 4F: 3 clusters Score -5974780 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5976604.500000 Penalty: 5452.682129
	Iteration 5F: 3 clusters Score -5976604 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -5978331.500000 Penalty: 5452.682129
	Iteration 6F: 3 clusters Score -5978332 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5979910.000000 Penalty: 5452.682129
	Iteration 7F: 3 clusters Score -5979910 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5981248.500000 Penalty: 5452.682129
	Iteration 8Q: 3 clusters Score -5981248 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5982434.500000 Penalty: 5452.682129
	Iteration 9Q: 3 clusters Score -5982434 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -5983509.000000 Penalty: 5452.682129
	Iteration 10Q: 3 clusters Score -5983509 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -5984726.000000 Penalty: 5452.682129
	Iteration 11Q: 3 clusters Score -5984726 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5986083.500000 Penalty: 5452.682129
	Iteration 12Q: 3 clusters Score -5986084 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5987625.000000 Penalty: 5452.682129
	Iteration 13Q: 3 clusters Score -5987625 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5989119.000000 Penalty: 5452.682129
	Iteration 14Q: 3 clusters Score -5989119 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5990435.500000 Penalty: 5452.682129
	Iteration 15Q: 3 clusters Score -5990436 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5991459.500000 Penalty: 5452.682129
	Iteration 16Q: 3 clusters Score -5991460 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5992117.000000 Penalty: 5452.682129
	Iteration 17Q: 3 clusters Score -5992117 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5992454.000000 Penalty: 5452.682129
	Iteration 18Q: 3 clusters Score -5992454 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5992629.000000 Penalty: 5452.682129
	Iteration 19Q: 3 clusters Score -5992629 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5992732.000000 Penalty: 5452.682129
	Iteration 20F: 3 clusters Score -5992732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5992795.500000 Penalty: 5452.682129
	Iteration 21Q: 3 clusters Score -5992796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5992845.000000 Penalty: 5452.682129
	Iteration 22Q: 3 clusters Score -5992845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5992876.500000 Penalty: 5452.682129
	Iteration 23Q: 3 clusters Score -5992876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5992886.500000 Penalty: 5452.682129
	Iteration 24Q: 3 clusters Score -5992886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5992899.500000 Penalty: 5452.682129
	Iteration 25Q: 3 clusters Score -5992900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5992914.500000 Penalty: 5452.682129
	Iteration 26Q: 3 clusters Score -5992914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5992911.000000 Penalty: 5452.682129
	Iteration 27Q: 3 clusters Score -5992911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5992909.000000 Penalty: 5452.682129
	Iteration 28Q: 3 clusters Score -5992909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5992916.000000 Penalty: 5452.682129
	Iteration 29Q: 3 clusters Score -5992916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5992917.000000 Penalty: 5452.682129
	Iteration 30Q: 3 clusters Score -5992917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5992919.000000 Penalty: 5452.682129
	Iteration 31Q: 3 clusters Score -5992919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5992920.000000 Penalty: 5452.682129
	Iteration 32Q: 3 clusters Score -5992920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5992922.500000 Penalty: 5452.682129
	Iteration 33Q: 3 clusters Score -5992922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5992922.500000 Penalty: 5452.682129
	Iteration 34F: 3 clusters Score -5992922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Entering Unmasked Estep 
Score: -4485012.500000 Penalty: 2662.469971
	Iteration 0F: 2 clusters Score -4485012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4454019.500000 Penalty: 5324.939941
	Iteration 0F: 3 clusters Score -4454020 nChanged 21075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4466441.000000 Penalty: 5324.939941
	Iteration 1F: 3 clusters Score -4466441 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4468229.500000 Penalty: 5324.939941
	Iteration 2F: 3 clusters Score -4468230 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4470777.500000 Penalty: 5324.939941
	Iteration 3F: 3 clusters Score -4470778 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4473848.500000 Penalty: 5324.939941
	Iteration 4F: 3 clusters Score -4473848 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4476855.000000 Penalty: 5324.939941
	Iteration 5F: 3 clusters Score -4476855 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4479120.500000 Penalty: 5324.939941
	Iteration 6F: 3 clusters Score -4479120 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4480632.500000 Penalty: 5324.939941
	Iteration 7F: 3 clusters Score -4480632 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4481460.500000 Penalty: 5324.939941
	Iteration 8Q: 3 clusters Score -4481460 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4481960.000000 Penalty: 5324.939941
	Iteration 9Q: 3 clusters Score -4481960 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4482275.500000 Penalty: 5324.939941
	Iteration 10Q: 3 clusters Score -4482276 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4482502.500000 Penalty: 5324.939941
	Iteration 11Q: 3 clusters Score -4482502 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4482700.500000 Penalty: 5324.939941
	Iteration 12Q: 3 clusters Score -4482700 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4482880.000000 Penalty: 5324.939941
	Iteration 13Q: 3 clusters Score -4482880 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -4483043.500000 Penalty: 5324.939941
	Iteration 14Q: 3 clusters Score -4483044 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4483171.500000 Penalty: 5324.939941
	Iteration 15Q: 3 clusters Score -4483172 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4483281.500000 Penalty: 5324.939941
	Iteration 16Q: 3 clusters Score -4483282 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4483385.000000 Penalty: 5324.939941
	Iteration 17Q: 3 clusters Score -4483385 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4483505.000000 Penalty: 5324.939941
	Iteration 18Q: 3 clusters Score -4483505 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4483625.000000 Penalty: 5324.939941
	Iteration 19Q: 3 clusters Score -4483625 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4483720.000000 Penalty: 5324.939941
	Iteration 20F: 3 clusters Score -4483720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4483792.500000 Penalty: 5324.939941
	Iteration 21Q: 3 clusters Score -4483792 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -4483890.500000 Penalty: 5324.939941
	Iteration 22Q: 3 clusters Score -4483890 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -4483938.000000 Penalty: 5324.939941
	Iteration 23Q: 3 clusters Score -4483938 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4484018.000000 Penalty: 5324.939941
	Iteration 24Q: 3 clusters Score -4484018 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4484073.500000 Penalty: 5324.939941
	Iteration 25Q: 3 clusters Score -4484074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4484158.500000 Penalty: 5324.939941
	Iteration 26Q: 3 clusters Score -4484158 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4484234.000000 Penalty: 5324.939941
	Iteration 27Q: 3 clusters Score -4484234 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4484299.000000 Penalty: 5324.939941
	Iteration 28Q: 3 clusters Score -4484299 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4484360.500000 Penalty: 5324.939941
	Iteration 29Q: 3 clusters Score -4484360 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4484416.500000 Penalty: 5324.939941
	Iteration 30Q: 3 clusters Score -4484416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4484458.500000 Penalty: 5324.939941
	Iteration 31Q: 3 clusters Score -4484458 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -4484487.000000 Penalty: 5324.939941
	Iteration 32Q: 3 clusters Score -4484487 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4484509.000000 Penalty: 5324.939941
	Iteration 33Q: 3 clusters Score -4484509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4484512.000000 Penalty: 5324.939941
	Iteration 34Q: 3 clusters Score -4484512 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4484553.500000 Penalty: 5324.939941
	Iteration 35Q: 3 clusters Score -4484554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4484565.500000 Penalty: 5324.939941
	Iteration 36Q: 3 clusters Score -4484566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4484578.500000 Penalty: 5324.939941
	Iteration 37Q: 3 clusters Score -4484578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4484597.500000 Penalty: 5324.939941
	Iteration 38Q: 3 clusters Score -4484598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4484600.000000 Penalty: 5324.939941
	Iteration 39Q: 3 clusters Score -4484600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4484623.500000 Penalty: 5324.939941
	Iteration 40F: 3 clusters Score -4484624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4484641.500000 Penalty: 5324.939941
	Iteration 41Q: 3 clusters Score -4484642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4484648.500000 Penalty: 5324.939941
	Iteration 42Q: 3 clusters Score -4484648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4484661.500000 Penalty: 5324.939941
	Iteration 43Q: 3 clusters Score -4484662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4484670.500000 Penalty: 5324.939941
	Iteration 44Q: 3 clusters Score -4484670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4484667.000000 Penalty: 5324.939941
	Iteration 45Q: 3 clusters Score -4484667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4484655.500000 Penalty: 5324.939941
	Iteration 46Q: 3 clusters Score -4484656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4484668.000000 Penalty: 5324.939941
	Iteration 47Q: 3 clusters Score -4484668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4484671.500000 Penalty: 5324.939941
	Iteration 48Q: 3 clusters Score -4484672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4484679.500000 Penalty: 5324.939941
	Iteration 49Q: 3 clusters Score -4484680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4484687.000000 Penalty: 5324.939941
	Iteration 50Q: 3 clusters Score -4484687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4484691.000000 Penalty: 5324.939941
	Iteration 51Q: 3 clusters Score -4484691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4484689.000000 Penalty: 5324.939941
	Iteration 52Q: 3 clusters Score -4484689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4484686.000000 Penalty: 5324.939941
	Iteration 53Q: 3 clusters Score -4484686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4484691.000000 Penalty: 5324.939941
	Iteration 54Q: 3 clusters Score -4484691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4484684.000000 Penalty: 5324.939941
	Iteration 55Q: 3 clusters Score -4484684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4484684.000000 Penalty: 5324.939941
	Iteration 56Q: 3 clusters Score -4484684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4484689.000000 Penalty: 5324.939941
	Iteration 57Q: 3 clusters Score -4484689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4484709.000000 Penalty: 5324.939941
	Iteration 58Q: 3 clusters Score -4484709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4484704.000000 Penalty: 5324.939941
	Iteration 59Q: 3 clusters Score -4484704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4484705.500000 Penalty: 5324.939941
	Iteration 60F: 3 clusters Score -4484706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4484707.500000 Penalty: 5324.939941
	Iteration 61Q: 3 clusters Score -4484708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4484724.000000 Penalty: 5324.939941
	Iteration 62Q: 3 clusters Score -4484724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4484717.500000 Penalty: 5324.939941
	Iteration 63Q: 3 clusters Score -4484718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4484723.500000 Penalty: 5324.939941
	Iteration 64Q: 3 clusters Score -4484724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4484731.500000 Penalty: 5324.939941
	Iteration 65Q: 3 clusters Score -4484732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4484729.500000 Penalty: 5324.939941
	Iteration 66Q: 3 clusters Score -4484730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4484725.500000 Penalty: 5324.939941
	Iteration 67Q: 3 clusters Score -4484726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4484716.000000 Penalty: 5324.939941
	Iteration 68Q: 3 clusters Score -4484716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4484719.000000 Penalty: 5324.939941
	Iteration 69Q: 3 clusters Score -4484719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4484715.000000 Penalty: 5324.939941
	Iteration 70Q: 3 clusters Score -4484715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4484720.000000 Penalty: 5324.939941
	Iteration 71Q: 3 clusters Score -4484720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4484722.500000 Penalty: 5324.939941
	Iteration 72Q: 3 clusters Score -4484722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4484718.000000 Penalty: 5324.939941
	Iteration 73Q: 3 clusters Score -4484718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4484713.500000 Penalty: 5324.939941
	Iteration 74Q: 3 clusters Score -4484714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4484721.000000 Penalty: 5324.939941
	Iteration 75Q: 3 clusters Score -4484721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4484718.000000 Penalty: 5324.939941
	Iteration 76Q: 3 clusters Score -4484718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4484713.000000 Penalty: 5324.939941
	Iteration 77Q: 3 clusters Score -4484713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4484714.000000 Penalty: 5324.939941
	Iteration 78Q: 3 clusters Score -4484714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4484716.500000 Penalty: 5324.939941
	Iteration 79Q: 3 clusters Score -4484716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4484720.000000 Penalty: 5324.939941
	Iteration 80F: 3 clusters Score -4484720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4484719.000000 Penalty: 5324.939941
	Iteration 81Q: 3 clusters Score -4484719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4484720.500000 Penalty: 5324.939941
	Iteration 82Q: 3 clusters Score -4484720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -4484719.500000 Penalty: 5324.939941
	Iteration 83Q: 3 clusters Score -4484720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4484728.000000 Penalty: 5324.939941
	Iteration 84Q: 3 clusters Score -4484728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4484725.500000 Penalty: 5324.939941
	Iteration 85Q: 3 clusters Score -4484726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4484732.000000 Penalty: 5324.939941
	Iteration 86Q: 3 clusters Score -4484732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4484738.000000 Penalty: 5324.939941
	Iteration 87Q: 3 clusters Score -4484738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4484742.500000 Penalty: 5324.939941
	Iteration 88Q: 3 clusters Score -4484742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4484743.500000 Penalty: 5324.939941
	Iteration 89Q: 3 clusters Score -4484744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4484746.000000 Penalty: 5324.939941
	Iteration 90Q: 3 clusters Score -4484746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4484749.000000 Penalty: 5324.939941
	Iteration 91Q: 3 clusters Score -4484749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4484746.500000 Penalty: 5324.939941
	Iteration 92Q: 3 clusters Score -4484746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4484743.500000 Penalty: 5324.939941
	Iteration 93Q: 3 clusters Score -4484744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4484743.500000 Penalty: 5324.939941
	Iteration 94F: 3 clusters Score -4484744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Entering Unmasked Estep 
Score: -3219667.750000 Penalty: 2573.129150
	Iteration 0F: 2 clusters Score -3219668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3197824.500000 Penalty: 5146.258301
	Iteration 0F: 3 clusters Score -3197824 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3205629.500000 Penalty: 5146.258301
	Iteration 1F: 3 clusters Score -3205630 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3206078.750000 Penalty: 5146.258301
	Iteration 2Q: 3 clusters Score -3206079 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3206513.250000 Penalty: 5146.258301
	Iteration 3Q: 3 clusters Score -3206513 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3206914.750000 Penalty: 5146.258301
	Iteration 4Q: 3 clusters Score -3206915 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3207293.000000 Penalty: 5146.258301
	Iteration 5Q: 3 clusters Score -3207293 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3207735.500000 Penalty: 5146.258301
	Iteration 6Q: 3 clusters Score -3207736 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3208252.500000 Penalty: 5146.258301
	Iteration 7Q: 3 clusters Score -3208252 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3208838.500000 Penalty: 5146.258301
	Iteration 8Q: 3 clusters Score -3208838 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3209475.000000 Penalty: 5146.258301
	Iteration 9Q: 3 clusters Score -3209475 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3210110.250000 Penalty: 5146.258301
	Iteration 10Q: 3 clusters Score -3210110 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3210670.000000 Penalty: 5146.258301
	Iteration 11Q: 3 clusters Score -3210670 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3211146.750000 Penalty: 5146.258301
	Iteration 12Q: 3 clusters Score -3211147 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3211553.000000 Penalty: 5146.258301
	Iteration 13Q: 3 clusters Score -3211553 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3211899.750000 Penalty: 5146.258301
	Iteration 14Q: 3 clusters Score -3211900 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3212260.750000 Penalty: 5146.258301
	Iteration 15Q: 3 clusters Score -3212261 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3212647.750000 Penalty: 5146.258301
	Iteration 16Q: 3 clusters Score -3212648 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3213095.000000 Penalty: 5146.258301
	Iteration 17Q: 3 clusters Score -3213095 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3213636.250000 Penalty: 5146.258301
	Iteration 18Q: 3 clusters Score -3213636 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3214243.250000 Penalty: 5146.258301
	Iteration 19Q: 3 clusters Score -3214243 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3214943.000000 Penalty: 5146.258301
	Iteration 20F: 3 clusters Score -3214943 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3215652.250000 Penalty: 5146.258301
	Iteration 21Q: 3 clusters Score -3215652 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -3216260.250000 Penalty: 5146.258301
	Iteration 22Q: 3 clusters Score -3216260 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3216663.000000 Penalty: 5146.258301
	Iteration 23Q: 3 clusters Score -3216663 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3216921.000000 Penalty: 5146.258301
	Iteration 24Q: 3 clusters Score -3216921 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3217096.000000 Penalty: 5146.258301
	Iteration 25Q: 3 clusters Score -3217096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3217202.000000 Penalty: 5146.258301
	Iteration 26Q: 3 clusters Score -3217202 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3217254.500000 Penalty: 5146.258301
	Iteration 27Q: 3 clusters Score -3217254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3217307.750000 Penalty: 5146.258301
	Iteration 28Q: 3 clusters Score -3217308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3217348.250000 Penalty: 5146.258301
	Iteration 29Q: 3 clusters Score -3217348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3217376.000000 Penalty: 5146.258301
	Iteration 30Q: 3 clusters Score -3217376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3217390.250000 Penalty: 5146.258301
	Iteration 31Q: 3 clusters Score -3217390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3217410.750000 Penalty: 5146.258301
	Iteration 32Q: 3 clusters Score -3217411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3217415.000000 Penalty: 5146.258301
	Iteration 33Q: 3 clusters Score -3217415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3217435.500000 Penalty: 5146.258301
	Iteration 34Q: 3 clusters Score -3217436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3217444.750000 Penalty: 5146.258301
	Iteration 35Q: 3 clusters Score -3217445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3217454.500000 Penalty: 5146.258301
	Iteration 36Q: 3 clusters Score -3217454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3217454.250000 Penalty: 5146.258301
	Iteration 37Q: 3 clusters Score -3217454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3217456.250000 Penalty: 5146.258301
	Iteration 38Q: 3 clusters Score -3217456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3217459.750000 Penalty: 5146.258301
	Iteration 39Q: 3 clusters Score -3217460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3217459.750000 Penalty: 5146.258301
	Iteration 40F: 3 clusters Score -3217460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Entering Unmasked Estep 
Score: -2751929.500000 Penalty: 2534.291748
	Iteration 0F: 2 clusters Score -2751930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2733140.000000 Penalty: 5068.583496
	Iteration 0F: 3 clusters Score -2733140 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2739889.250000 Penalty: 5068.583496
	Iteration 1F: 3 clusters Score -2739889 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2740641.000000 Penalty: 5068.583496
	Iteration 2F: 3 clusters Score -2740641 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2741479.000000 Penalty: 5068.583496
	Iteration 3F: 3 clusters Score -2741479 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2742437.500000 Penalty: 5068.583496
	Iteration 4F: 3 clusters Score -2742438 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2743371.000000 Penalty: 5068.583496
	Iteration 5F: 3 clusters Score -2743371 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2744230.750000 Penalty: 5068.583496
	Iteration 6F: 3 clusters Score -2744231 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2744931.500000 Penalty: 5068.583496
	Iteration 7Q: 3 clusters Score -2744932 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2745502.750000 Penalty: 5068.583496
	Iteration 8Q: 3 clusters Score -2745503 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2745989.000000 Penalty: 5068.583496
	Iteration 9Q: 3 clusters Score -2745989 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2746352.250000 Penalty: 5068.583496
	Iteration 10Q: 3 clusters Score -2746352 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2746735.750000 Penalty: 5068.583496
	Iteration 11Q: 3 clusters Score -2746736 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2747113.750000 Penalty: 5068.583496
	Iteration 12Q: 3 clusters Score -2747114 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2747419.500000 Penalty: 5068.583496
	Iteration 13Q: 3 clusters Score -2747420 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2747649.000000 Penalty: 5068.583496
	Iteration 14Q: 3 clusters Score -2747649 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2747844.250000 Penalty: 5068.583496
	Iteration 15Q: 3 clusters Score -2747844 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2747953.250000 Penalty: 5068.583496
	Iteration 16Q: 3 clusters Score -2747953 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2748038.750000 Penalty: 5068.583496
	Iteration 17Q: 3 clusters Score -2748039 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2748082.250000 Penalty: 5068.583496
	Iteration 18Q: 3 clusters Score -2748082 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2748128.500000 Penalty: 5068.583496
	Iteration 19Q: 3 clusters Score -2748128 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2748159.500000 Penalty: 5068.583496
	Iteration 20F: 3 clusters Score -2748160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2748215.750000 Penalty: 5068.583496
	Iteration 21Q: 3 clusters Score -2748216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2748239.250000 Penalty: 5068.583496
	Iteration 22Q: 3 clusters Score -2748239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2748293.500000 Penalty: 5068.583496
	Iteration 23Q: 3 clusters Score -2748294 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2748330.250000 Penalty: 5068.583496
	Iteration 24Q: 3 clusters Score -2748330 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2748380.500000 Penalty: 5068.583496
	Iteration 25Q: 3 clusters Score -2748380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2748420.000000 Penalty: 5068.583496
	Iteration 26Q: 3 clusters Score -2748420 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2748470.500000 Penalty: 5068.583496
	Iteration 27Q: 3 clusters Score -2748470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2748504.750000 Penalty: 5068.583496
	Iteration 28Q: 3 clusters Score -2748505 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2748548.500000 Penalty: 5068.583496
	Iteration 29Q: 3 clusters Score -2748548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2748600.250000 Penalty: 5068.583496
	Iteration 30Q: 3 clusters Score -2748600 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2748655.250000 Penalty: 5068.583496
	Iteration 31Q: 3 clusters Score -2748655 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2748699.250000 Penalty: 5068.583496
	Iteration 32Q: 3 clusters Score -2748699 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2748761.500000 Penalty: 5068.583496
	Iteration 33Q: 3 clusters Score -2748762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2748824.750000 Penalty: 5068.583496
	Iteration 34Q: 3 clusters Score -2748825 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2748904.750000 Penalty: 5068.583496
	Iteration 35Q: 3 clusters Score -2748905 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2748983.500000 Penalty: 5068.583496
	Iteration 36Q: 3 clusters Score -2748984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2749053.250000 Penalty: 5068.583496
	Iteration 37Q: 3 clusters Score -2749053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2749112.750000 Penalty: 5068.583496
	Iteration 38Q: 3 clusters Score -2749113 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2749160.750000 Penalty: 5068.583496
	Iteration 39Q: 3 clusters Score -2749161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2749223.000000 Penalty: 5068.583496
	Iteration 40F: 3 clusters Score -2749223 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2749287.000000 Penalty: 5068.583496
	Iteration 41Q: 3 clusters Score -2749287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2749345.000000 Penalty: 5068.583496
	Iteration 42Q: 3 clusters Score -2749345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2749400.250000 Penalty: 5068.583496
	Iteration 43Q: 3 clusters Score -2749400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2749450.500000 Penalty: 5068.583496
	Iteration 44Q: 3 clusters Score -2749450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2749495.000000 Penalty: 5068.583496
	Iteration 45Q: 3 clusters Score -2749495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2749534.250000 Penalty: 5068.583496
	Iteration 46Q: 3 clusters Score -2749534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2749574.250000 Penalty: 5068.583496
	Iteration 47Q: 3 clusters Score -2749574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2749598.250000 Penalty: 5068.583496
	Iteration 48Q: 3 clusters Score -2749598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2749622.000000 Penalty: 5068.583496
	Iteration 49Q: 3 clusters Score -2749622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2749637.500000 Penalty: 5068.583496
	Iteration 50Q: 3 clusters Score -2749638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2749648.250000 Penalty: 5068.583496
	Iteration 51Q: 3 clusters Score -2749648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2749668.750000 Penalty: 5068.583496
	Iteration 52Q: 3 clusters Score -2749669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2749683.250000 Penalty: 5068.583496
	Iteration 53Q: 3 clusters Score -2749683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2749684.750000 Penalty: 5068.583496
	Iteration 54Q: 3 clusters Score -2749685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2749694.250000 Penalty: 5068.583496
	Iteration 55Q: 3 clusters Score -2749694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2749718.250000 Penalty: 5068.583496
	Iteration 56Q: 3 clusters Score -2749718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2749734.500000 Penalty: 5068.583496
	Iteration 57Q: 3 clusters Score -2749734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2749746.000000 Penalty: 5068.583496
	Iteration 58Q: 3 clusters Score -2749746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2749765.000000 Penalty: 5068.583496
	Iteration 59Q: 3 clusters Score -2749765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2749778.500000 Penalty: 5068.583496
	Iteration 60F: 3 clusters Score -2749778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2749794.500000 Penalty: 5068.583496
	Iteration 61Q: 3 clusters Score -2749794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2749808.250000 Penalty: 5068.583496
	Iteration 62Q: 3 clusters Score -2749808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2749817.250000 Penalty: 5068.583496
	Iteration 63Q: 3 clusters Score -2749817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2749836.500000 Penalty: 5068.583496
	Iteration 64Q: 3 clusters Score -2749836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2749849.750000 Penalty: 5068.583496
	Iteration 65Q: 3 clusters Score -2749850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2749849.500000 Penalty: 5068.583496
	Iteration 66Q: 3 clusters Score -2749850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2749857.250000 Penalty: 5068.583496
	Iteration 67Q: 3 clusters Score -2749857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2749864.500000 Penalty: 5068.583496
	Iteration 68Q: 3 clusters Score -2749864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2749865.750000 Penalty: 5068.583496
	Iteration 69Q: 3 clusters Score -2749866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2749869.500000 Penalty: 5068.583496
	Iteration 70Q: 3 clusters Score -2749870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2749871.250000 Penalty: 5068.583496
	Iteration 71Q: 3 clusters Score -2749871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2749876.000000 Penalty: 5068.583496
	Iteration 72Q: 3 clusters Score -2749876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2749875.250000 Penalty: 5068.583496
	Iteration 73Q: 3 clusters Score -2749875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2749880.250000 Penalty: 5068.583496
	Iteration 74Q: 3 clusters Score -2749880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2749882.250000 Penalty: 5068.583496
	Iteration 75Q: 3 clusters Score -2749882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2749884.500000 Penalty: 5068.583496
	Iteration 76Q: 3 clusters Score -2749884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2749886.750000 Penalty: 5068.583496
	Iteration 77Q: 3 clusters Score -2749887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2749889.500000 Penalty: 5068.583496
	Iteration 78Q: 3 clusters Score -2749890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2749888.000000 Penalty: 5068.583496
	Iteration 79Q: 3 clusters Score -2749888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2749891.500000 Penalty: 5068.583496
	Iteration 80F: 3 clusters Score -2749892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2749893.250000 Penalty: 5068.583496
	Iteration 81Q: 3 clusters Score -2749893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2749893.500000 Penalty: 5068.583496
	Iteration 82Q: 3 clusters Score -2749894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2749897.250000 Penalty: 5068.583496
	Iteration 83Q: 3 clusters Score -2749897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2749897.250000 Penalty: 5068.583496
	Iteration 84Q: 3 clusters Score -2749897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2749900.000000 Penalty: 5068.583496
	Iteration 85Q: 3 clusters Score -2749900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2749900.000000 Penalty: 5068.583496
	Iteration 86Q: 3 clusters Score -2749900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2749899.500000 Penalty: 5068.583496
	Iteration 87Q: 3 clusters Score -2749900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2749899.250000 Penalty: 5068.583496
	Iteration 88Q: 3 clusters Score -2749899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2749902.000000 Penalty: 5068.583496
	Iteration 89Q: 3 clusters Score -2749902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2749902.000000 Penalty: 5068.583496
	Iteration 90F: 3 clusters Score -2749902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -648994.125000 Penalty: 2173.523926
	Iteration 0F: 2 clusters Score -648994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -643552.375000 Penalty: 4347.047852
	Iteration 0F: 3 clusters Score -643552.4 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -644954.500000 Penalty: 4347.047852
	Iteration 1F: 3 clusters Score -644954.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -645188.562500 Penalty: 4347.047852
	Iteration 2F: 3 clusters Score -645188.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -645336.250000 Penalty: 4347.047852
	Iteration 3Q: 3 clusters Score -645336.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -645468.562500 Penalty: 4347.047852
	Iteration 4Q: 3 clusters Score -645468.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -645577.437500 Penalty: 4347.047852
	Iteration 5Q: 3 clusters Score -645577.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -645673.062500 Penalty: 4347.047852
	Iteration 6Q: 3 clusters Score -645673.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -645765.000000 Penalty: 4347.047852
	Iteration 7Q: 3 clusters Score -645765 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -645872.812500 Penalty: 4347.047852
	Iteration 8Q: 3 clusters Score -645872.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -645983.250000 Penalty: 4347.047852
	Iteration 9Q: 3 clusters Score -645983.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -646111.750000 Penalty: 4347.047852
	Iteration 10Q: 3 clusters Score -646111.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -646257.125000 Penalty: 4347.047852
	Iteration 11Q: 3 clusters Score -646257.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -646408.750000 Penalty: 4347.047852
	Iteration 12Q: 3 clusters Score -646408.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -646529.125000 Penalty: 4347.047852
	Iteration 13Q: 3 clusters Score -646529.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -646628.937500 Penalty: 4347.047852
	Iteration 14Q: 3 clusters Score -646628.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -646722.750000 Penalty: 4347.047852
	Iteration 15Q: 3 clusters Score -646722.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -646802.312500 Penalty: 4347.047852
	Iteration 16Q: 3 clusters Score -646802.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -646872.687500 Penalty: 4347.047852
	Iteration 17Q: 3 clusters Score -646872.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -646927.000000 Penalty: 4347.047852
	Iteration 18Q: 3 clusters Score -646927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -646958.812500 Penalty: 4347.047852
	Iteration 19Q: 3 clusters Score -646958.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -646986.937500 Penalty: 4347.047852
	Iteration 20F: 3 clusters Score -646986.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -647009.000000 Penalty: 4347.047852
	Iteration 21Q: 3 clusters Score -647009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -647023.125000 Penalty: 4347.047852
	Iteration 22Q: 3 clusters Score -647023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -647037.625000 Penalty: 4347.047852
	Iteration 23Q: 3 clusters Score -647037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -647044.812500 Penalty: 4347.047852
	Iteration 24Q: 3 clusters Score -647044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -647048.750000 Penalty: 4347.047852
	Iteration 25Q: 3 clusters Score -647048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -647050.750000 Penalty: 4347.047852
	Iteration 26Q: 3 clusters Score -647050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -647055.812500 Penalty: 4347.047852
	Iteration 27Q: 3 clusters Score -647055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -647062.312500 Penalty: 4347.047852
	Iteration 28Q: 3 clusters Score -647062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -647070.687500 Penalty: 4347.047852
	Iteration 29Q: 3 clusters Score -647070.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -647080.375000 Penalty: 4347.047852
	Iteration 30Q: 3 clusters Score -647080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -647082.062500 Penalty: 4347.047852
	Iteration 31Q: 3 clusters Score -647082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -647088.125000 Penalty: 4347.047852
	Iteration 32Q: 3 clusters Score -647088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -647093.062500 Penalty: 4347.047852
	Iteration 33Q: 3 clusters Score -647093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -647097.687500 Penalty: 4347.047852
	Iteration 34Q: 3 clusters Score -647097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -647106.187500 Penalty: 4347.047852
	Iteration 35Q: 3 clusters Score -647106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -647108.625000 Penalty: 4347.047852
	Iteration 36Q: 3 clusters Score -647108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -647111.250000 Penalty: 4347.047852
	Iteration 37Q: 3 clusters Score -647111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -647112.937500 Penalty: 4347.047852
	Iteration 38Q: 3 clusters Score -647112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -647113.500000 Penalty: 4347.047852
	Iteration 39Q: 3 clusters Score -647113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -647114.250000 Penalty: 4347.047852
	Iteration 40F: 3 clusters Score -647114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -647116.562500 Penalty: 4347.047852
	Iteration 41Q: 3 clusters Score -647116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -647120.125000 Penalty: 4347.047852
	Iteration 42Q: 3 clusters Score -647120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -647122.187500 Penalty: 4347.047852
	Iteration 43Q: 3 clusters Score -647122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -647123.437500 Penalty: 4347.047852
	Iteration 44Q: 3 clusters Score -647123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -647123.437500 Penalty: 4347.047852
	Iteration 45F: 3 clusters Score -647123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -550145.812500 Penalty: 2153.899170
	Iteration 0F: 2 clusters Score -550145.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -545062.437500 Penalty: 4307.798340
	Iteration 0F: 3 clusters Score -545062.4 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -546372.687500 Penalty: 4307.798340
	Iteration 1F: 3 clusters Score -546372.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -546664.125000 Penalty: 4307.798340
	Iteration 2F: 3 clusters Score -546664.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -546945.937500 Penalty: 4307.798340
	Iteration 3F: 3 clusters Score -546945.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -547227.437500 Penalty: 4307.798340
	Iteration 4F: 3 clusters Score -547227.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -547538.562500 Penalty: 4307.798340
	Iteration 5F: 3 clusters Score -547538.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -547818.312500 Penalty: 4307.798340
	Iteration 6F: 3 clusters Score -547818.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -548061.875000 Penalty: 4307.798340
	Iteration 7Q: 3 clusters Score -548061.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -548256.687500 Penalty: 4307.798340
	Iteration 8Q: 3 clusters Score -548256.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -548382.437500 Penalty: 4307.798340
	Iteration 9Q: 3 clusters Score -548382.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -548456.312500 Penalty: 4307.798340
	Iteration 10Q: 3 clusters Score -548456.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -548500.937500 Penalty: 4307.798340
	Iteration 11Q: 3 clusters Score -548500.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -548530.250000 Penalty: 4307.798340
	Iteration 12Q: 3 clusters Score -548530.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -548547.000000 Penalty: 4307.798340
	Iteration 13Q: 3 clusters Score -548547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -548560.000000 Penalty: 4307.798340
	Iteration 14Q: 3 clusters Score -548560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -548572.375000 Penalty: 4307.798340
	Iteration 15Q: 3 clusters Score -548572.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -548580.875000 Penalty: 4307.798340
	Iteration 16Q: 3 clusters Score -548580.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -548590.125000 Penalty: 4307.798340
	Iteration 17Q: 3 clusters Score -548590.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -548595.125000 Penalty: 4307.798340
	Iteration 18Q: 3 clusters Score -548595.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -548601.312500 Penalty: 4307.798340
	Iteration 19Q: 3 clusters Score -548601.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -548603.312500 Penalty: 4307.798340
	Iteration 20F: 3 clusters Score -548603.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -548614.125000 Penalty: 4307.798340
	Iteration 21Q: 3 clusters Score -548614.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -548618.500000 Penalty: 4307.798340
	Iteration 22Q: 3 clusters Score -548618.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -548621.000000 Penalty: 4307.798340
	Iteration 23Q: 3 clusters Score -548621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -548624.437500 Penalty: 4307.798340
	Iteration 24Q: 3 clusters Score -548624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -548627.312500 Penalty: 4307.798340
	Iteration 25Q: 3 clusters Score -548627.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -548629.687500 Penalty: 4307.798340
	Iteration 26Q: 3 clusters Score -548629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -548630.562500 Penalty: 4307.798340
	Iteration 27Q: 3 clusters Score -548630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -548632.187500 Penalty: 4307.798340
	Iteration 28Q: 3 clusters Score -548632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -548633.187500 Penalty: 4307.798340
	Iteration 29Q: 3 clusters Score -548633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -548634.375000 Penalty: 4307.798340
	Iteration 30Q: 3 clusters Score -548634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -548636.625000 Penalty: 4307.798340
	Iteration 31Q: 3 clusters Score -548636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -548637.187500 Penalty: 4307.798340
	Iteration 32Q: 3 clusters Score -548637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -548640.500000 Penalty: 4307.798340
	Iteration 33Q: 3 clusters Score -548640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -548640.562500 Penalty: 4307.798340
	Iteration 34Q: 3 clusters Score -548640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -548640.562500 Penalty: 4307.798340
	Iteration 35F: 3 clusters Score -548640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -661276.312500 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -661276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -655483.187500 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -655483.2 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -657261.375000 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -657261.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -657715.562500 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -657715.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -658104.062500 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -658104.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -658472.937500 Penalty: 4395.581055
	Iteration 4F: 3 clusters Score -658472.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -658808.125000 Penalty: 4395.581055
	Iteration 5F: 3 clusters Score -658808.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -659070.687500 Penalty: 4395.581055
	Iteration 6F: 3 clusters Score -659070.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -659302.437500 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -659302.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -659519.500000 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -659519.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -659684.625000 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -659684.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -659805.750000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -659805.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -659886.250000 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -659886.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -659936.500000 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -659936.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -659978.875000 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -659978.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -660005.000000 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -660005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -660026.062500 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -660026.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -660037.812500 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -660037.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -660044.312500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -660044.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -660049.187500 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -660049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -660052.937500 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -660052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -660054.687500 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -660054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -660059.000000 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -660059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -660059.250000 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -660059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -660059.250000 Penalty: 4395.581055
	Iteration 23F: 3 clusters Score -660059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -159124.453125 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -159124.5 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 987 members 
Entering Unmasked Estep 
Score: -156662.937500 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -156662.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -157254.937500 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -157254.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -157497.640625 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -157497.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -157706.375000 Penalty: 3744.083740
	Iteration 3F: 3 clusters Score -157706.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -157864.937500 Penalty: 3744.083740
	Iteration 4F: 3 clusters Score -157864.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -157946.312500 Penalty: 3744.083740
	Iteration 5Q: 3 clusters Score -157946.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -157994.765625 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -157994.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158039.375000 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -158039.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -158081.718750 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -158081.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -158119.703125 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -158119.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158146.656250 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -158146.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -158159.218750 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -158159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -158165.875000 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -158165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -158169.296875 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -158169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158173.843750 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -158173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158175.718750 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -158175.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158175.718750 Penalty: 3744.083740
	Iteration 16F: 3 clusters Score -158175.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (13876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Entering Unmasked Estep 
Score: -1391435.125000 Penalty: 2365.403320
	Iteration 0F: 2 clusters Score -1391435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1381319.000000 Penalty: 4730.806641
	Iteration 0F: 3 clusters Score -1381319 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1384484.250000 Penalty: 4730.806641
	Iteration 1F: 3 clusters Score -1384484 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1384863.625000 Penalty: 4730.806641
	Iteration 2F: 3 clusters Score -1384864 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1385135.625000 Penalty: 4730.806641
	Iteration 3Q: 3 clusters Score -1385136 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1385361.750000 Penalty: 4730.806641
	Iteration 4Q: 3 clusters Score -1385362 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1385598.625000 Penalty: 4730.806641
	Iteration 5Q: 3 clusters Score -1385599 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1385843.125000 Penalty: 4730.806641
	Iteration 6Q: 3 clusters Score -1385843 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1386104.500000 Penalty: 4730.806641
	Iteration 7Q: 3 clusters Score -1386104 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1386395.750000 Penalty: 4730.806641
	Iteration 8Q: 3 clusters Score -1386396 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1386731.625000 Penalty: 4730.806641
	Iteration 9Q: 3 clusters Score -1386732 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1387079.000000 Penalty: 4730.806641
	Iteration 10Q: 3 clusters Score -1387079 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1387398.250000 Penalty: 4730.806641
	Iteration 11Q: 3 clusters Score -1387398 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1387744.000000 Penalty: 4730.806641
	Iteration 12Q: 3 clusters Score -1387744 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1388112.250000 Penalty: 4730.806641
	Iteration 13Q: 3 clusters Score -1388112 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1388443.125000 Penalty: 4730.806641
	Iteration 14Q: 3 clusters Score -1388443 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1388667.375000 Penalty: 4730.806641
	Iteration 15Q: 3 clusters Score -1388667 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1388858.750000 Penalty: 4730.806641
	Iteration 16Q: 3 clusters Score -1388859 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1388993.500000 Penalty: 4730.806641
	Iteration 17Q: 3 clusters Score -1388994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1389094.500000 Penalty: 4730.806641
	Iteration 18Q: 3 clusters Score -1389094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1389163.625000 Penalty: 4730.806641
	Iteration 19Q: 3 clusters Score -1389164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1389220.125000 Penalty: 4730.806641
	Iteration 20F: 3 clusters Score -1389220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1389254.250000 Penalty: 4730.806641
	Iteration 21Q: 3 clusters Score -1389254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1389280.000000 Penalty: 4730.806641
	Iteration 22Q: 3 clusters Score -1389280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1389306.750000 Penalty: 4730.806641
	Iteration 23Q: 3 clusters Score -1389307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1389332.625000 Penalty: 4730.806641
	Iteration 24Q: 3 clusters Score -1389333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1389346.000000 Penalty: 4730.806641
	Iteration 25Q: 3 clusters Score -1389346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1389351.625000 Penalty: 4730.806641
	Iteration 26Q: 3 clusters Score -1389352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1389355.250000 Penalty: 4730.806641
	Iteration 27Q: 3 clusters Score -1389355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1389359.000000 Penalty: 4730.806641
	Iteration 28Q: 3 clusters Score -1389359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1389366.125000 Penalty: 4730.806641
	Iteration 29Q: 3 clusters Score -1389366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1389370.125000 Penalty: 4730.806641
	Iteration 30Q: 3 clusters Score -1389370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1389369.500000 Penalty: 4730.806641
	Iteration 31Q: 3 clusters Score -1389370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1389369.500000 Penalty: 4730.806641
	Iteration 32F: 3 clusters Score -1389370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -190451.156250 Penalty: 1891.026611
	Iteration 0F: 2 clusters Score -190451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -187765.968750 Penalty: 3782.053223
	Iteration 0F: 3 clusters Score -187766 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188249.265625 Penalty: 3782.053223
	Iteration 1F: 3 clusters Score -188249.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188382.328125 Penalty: 3782.053223
	Iteration 2F: 3 clusters Score -188382.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -188462.718750 Penalty: 3782.053223
	Iteration 3Q: 3 clusters Score -188462.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -188520.312500 Penalty: 3782.053223
	Iteration 4Q: 3 clusters Score -188520.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -188572.187500 Penalty: 3782.053223
	Iteration 5Q: 3 clusters Score -188572.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -188608.593750 Penalty: 3782.053223
	Iteration 6Q: 3 clusters Score -188608.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -188637.406250 Penalty: 3782.053223
	Iteration 7Q: 3 clusters Score -188637.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -188660.687500 Penalty: 3782.053223
	Iteration 8Q: 3 clusters Score -188660.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -188676.359375 Penalty: 3782.053223
	Iteration 9Q: 3 clusters Score -188676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -188692.296875 Penalty: 3782.053223
	Iteration 10Q: 3 clusters Score -188692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -188702.984375 Penalty: 3782.053223
	Iteration 11Q: 3 clusters Score -188703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -188710.312500 Penalty: 3782.053223
	Iteration 12Q: 3 clusters Score -188710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -188716.890625 Penalty: 3782.053223
	Iteration 13Q: 3 clusters Score -188716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -188718.875000 Penalty: 3782.053223
	Iteration 14Q: 3 clusters Score -188718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -188724.515625 Penalty: 3782.053223
	Iteration 15Q: 3 clusters Score -188724.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -188731.906250 Penalty: 3782.053223
	Iteration 16Q: 3 clusters Score -188731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -188739.890625 Penalty: 3782.053223
	Iteration 17Q: 3 clusters Score -188739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188741.484375 Penalty: 3782.053223
	Iteration 18Q: 3 clusters Score -188741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188741.750000 Penalty: 3782.053223
	Iteration 19Q: 3 clusters Score -188741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188743.109375 Penalty: 3782.053223
	Iteration 20F: 3 clusters Score -188743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -188745.093750 Penalty: 3782.053223
	Iteration 21Q: 3 clusters Score -188745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188747.171875 Penalty: 3782.053223
	Iteration 22Q: 3 clusters Score -188747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188747.546875 Penalty: 3782.053223
	Iteration 23Q: 3 clusters Score -188747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188748.218750 Penalty: 3782.053223
	Iteration 24Q: 3 clusters Score -188748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188748.218750 Penalty: 3782.053223
	Iteration 25F: 3 clusters Score -188748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -215685.781250 Penalty: 1955.934570
	Iteration 0F: 2 clusters Score -215685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -212726.937500 Penalty: 3911.869141
	Iteration 0F: 3 clusters Score -212726.9 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -213391.343750 Penalty: 3911.869141
	Iteration 1F: 3 clusters Score -213391.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -213642.156250 Penalty: 3911.869141
	Iteration 2F: 3 clusters Score -213642.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -213830.312500 Penalty: 3911.869141
	Iteration 3F: 3 clusters Score -213830.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -214025.218750 Penalty: 3911.869141
	Iteration 4F: 3 clusters Score -214025.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -214208.375000 Penalty: 3911.869141
	Iteration 5Q: 3 clusters Score -214208.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -214351.156250 Penalty: 3911.869141
	Iteration 6Q: 3 clusters Score -214351.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214485.921875 Penalty: 3911.869141
	Iteration 7Q: 3 clusters Score -214485.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -214579.984375 Penalty: 3911.869141
	Iteration 8Q: 3 clusters Score -214580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -214642.515625 Penalty: 3911.869141
	Iteration 9Q: 3 clusters Score -214642.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214679.765625 Penalty: 3911.869141
	Iteration 10Q: 3 clusters Score -214679.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -214707.546875 Penalty: 3911.869141
	Iteration 11Q: 3 clusters Score -214707.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -214728.843750 Penalty: 3911.869141
	Iteration 12Q: 3 clusters Score -214728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -214745.921875 Penalty: 3911.869141
	Iteration 13Q: 3 clusters Score -214745.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214766.953125 Penalty: 3911.869141
	Iteration 14Q: 3 clusters Score -214767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -214782.234375 Penalty: 3911.869141
	Iteration 15Q: 3 clusters Score -214782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -214803.890625 Penalty: 3911.869141
	Iteration 16Q: 3 clusters Score -214803.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -214819.531250 Penalty: 3911.869141
	Iteration 17Q: 3 clusters Score -214819.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -214838.656250 Penalty: 3911.869141
	Iteration 18Q: 3 clusters Score -214838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -214853.796875 Penalty: 3911.869141
	Iteration 19Q: 3 clusters Score -214853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -214867.578125 Penalty: 3911.869141
	Iteration 20F: 3 clusters Score -214867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -214884.984375 Penalty: 3911.869141
	Iteration 21Q: 3 clusters Score -214885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -214893.968750 Penalty: 3911.869141
	Iteration 22Q: 3 clusters Score -214894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214899.828125 Penalty: 3911.869141
	Iteration 23Q: 3 clusters Score -214899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214905.234375 Penalty: 3911.869141
	Iteration 24Q: 3 clusters Score -214905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -214911.703125 Penalty: 3911.869141
	Iteration 25Q: 3 clusters Score -214911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -214916.609375 Penalty: 3911.869141
	Iteration 26Q: 3 clusters Score -214916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -214918.953125 Penalty: 3911.869141
	Iteration 27Q: 3 clusters Score -214919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -214921.046875 Penalty: 3911.869141
	Iteration 28Q: 3 clusters Score -214921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -214921.453125 Penalty: 3911.869141
	Iteration 29Q: 3 clusters Score -214921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -214921.453125 Penalty: 3911.869141
	Iteration 30F: 3 clusters Score -214921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8589 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14930 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15281 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96941 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18298 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17787 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59475 members 
Mstep: Class 31 contains 45971 members 
Mstep: Class 32 contains 32065 members 
Mstep: Class 33 contains 27417 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13876 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910736.000000 Penalty: 132408.000000
Iteration 159Q: 41 clusters Score -5.891074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8590 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14930 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15279 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96942 members 
Mstep: Class 15 contains 19823 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18292 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17787 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59476 members 
Mstep: Class 31 contains 45971 members 
Mstep: Class 32 contains 32065 members 
Mstep: Class 33 contains 27417 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13876 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910776.000000 Penalty: 132408.000000
Iteration 160F: 41 clusters Score -5.891078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8593 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15280 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96941 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18285 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11202 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17787 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59477 members 
Mstep: Class 31 contains 45972 members 
Mstep: Class 32 contains 32067 members 
Mstep: Class 33 contains 27417 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13877 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910748.000000 Penalty: 132408.000000
Iteration 161Q: 41 clusters Score -5.891075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12953 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15279 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96941 members 
Mstep: Class 15 contains 19831 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11202 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17786 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59477 members 
Mstep: Class 31 contains 45972 members 
Mstep: Class 32 contains 32070 members 
Mstep: Class 33 contains 27417 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13877 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910744.000000 Penalty: 132408.000000
Iteration 162Q: 41 clusters Score -5.891074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8597 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15278 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19833 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18272 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 11201 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17784 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59477 members 
Mstep: Class 31 contains 45973 members 
Mstep: Class 32 contains 32071 members 
Mstep: Class 33 contains 27418 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13878 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910708.000000 Penalty: 132408.000000
Iteration 163Q: 41 clusters Score -5.891071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12951 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15277 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 96947 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18265 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17779 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59476 members 
Mstep: Class 31 contains 45974 members 
Mstep: Class 32 contains 32071 members 
Mstep: Class 33 contains 27419 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13880 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910676.000000 Penalty: 132408.000000
Iteration 164Q: 41 clusters Score -5.891068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14928 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15277 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96949 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18262 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17777 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32072 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13883 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910680.000000 Penalty: 132408.000000
Iteration 165Q: 41 clusters Score -5.891068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 12288 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15276 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96955 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18258 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6750 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17774 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59480 members 
Mstep: Class 31 contains 45970 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13884 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910704.000000 Penalty: 132408.000000
Iteration 166Q: 41 clusters Score -5.89107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8608 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 12288 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15275 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96959 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18253 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 1342 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11194 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17770 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45970 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13884 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910680.000000 Penalty: 132408.000000
Iteration 167Q: 41 clusters Score -5.891068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96964 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18252 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11194 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17766 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910672.000000 Penalty: 132408.000000
Iteration 168Q: 41 clusters Score -5.891067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8608 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96966 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18251 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11193 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17763 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5915 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910676.000000 Penalty: 132408.000000
Iteration 169Q: 41 clusters Score -5.891068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8610 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25174 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96968 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18250 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17762 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910676.000000 Penalty: 132408.000000
Iteration 170Q: 41 clusters Score -5.891068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8612 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96970 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18248 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17761 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910652.000000 Penalty: 132408.000000
Iteration 171Q: 41 clusters Score -5.891065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12946 members 
Mstep: Class 8 contains 12284 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96973 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18246 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11193 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17758 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45970 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910688.000000 Penalty: 132408.000000
Iteration 172Q: 41 clusters Score -5.891069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96974 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18245 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57917 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11193 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17757 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45970 members 
Mstep: Class 32 contains 32073 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910664.000000 Penalty: 132408.000000
Iteration 173Q: 41 clusters Score -5.891066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96976 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18244 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11193 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17755 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45970 members 
Mstep: Class 32 contains 32074 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910684.000000 Penalty: 132408.000000
Iteration 174Q: 41 clusters Score -5.891068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18243 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11193 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32074 members 
Mstep: Class 33 contains 27422 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910688.000000 Penalty: 132408.000000
Iteration 175Q: 41 clusters Score -5.891069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96978 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11194 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45969 members 
Mstep: Class 32 contains 32074 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910716.000000 Penalty: 132408.000000
Iteration 176Q: 41 clusters Score -5.891072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18241 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32074 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910728.000000 Penalty: 132408.000000
Iteration 177Q: 41 clusters Score -5.891073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910720.000000 Penalty: 132408.000000
Iteration 178Q: 41 clusters Score -5.891072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96976 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910728.000000 Penalty: 132408.000000
Iteration 179Q: 41 clusters Score -5.891073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910724.000000 Penalty: 132408.000000
Iteration 180F: 41 clusters Score -5.891072e+07 nChanged 0
Entering ConstructFrom: 
Score: -58910724.000000 Penalty: 132408.000000
Entering ConstructFrom: 
Trying to split cluster 1 (7442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Entering Unmasked Estep 
Score: -707637.375000 Penalty: 2210.894043
	Iteration 0F: 2 clusters Score -707637.4 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 3667 members 
Entering Unmasked Estep 
Score: -701602.687500 Penalty: 4421.788086
	Iteration 0F: 3 clusters Score -701602.7 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -703265.250000 Penalty: 4421.788086
	Iteration 1F: 3 clusters Score -703265.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -703939.875000 Penalty: 4421.788086
	Iteration 2F: 3 clusters Score -703939.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -704769.375000 Penalty: 4421.788086
	Iteration 3F: 3 clusters Score -704769.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -705464.437500 Penalty: 4421.788086
	Iteration 4F: 3 clusters Score -705464.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -706006.687500 Penalty: 4421.788086
	Iteration 5F: 3 clusters Score -706006.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -706441.062500 Penalty: 4421.788086
	Iteration 6F: 3 clusters Score -706441.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -706748.312500 Penalty: 4421.788086
	Iteration 7F: 3 clusters Score -706748.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -706969.500000 Penalty: 4421.788086
	Iteration 8Q: 3 clusters Score -706969.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -707115.812500 Penalty: 4421.788086
	Iteration 9Q: 3 clusters Score -707115.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -707223.625000 Penalty: 4421.788086
	Iteration 10Q: 3 clusters Score -707223.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -707292.625000 Penalty: 4421.788086
	Iteration 11Q: 3 clusters Score -707292.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -707345.500000 Penalty: 4421.788086
	Iteration 12Q: 3 clusters Score -707345.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -707385.437500 Penalty: 4421.788086
	Iteration 13Q: 3 clusters Score -707385.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -707411.750000 Penalty: 4421.788086
	Iteration 14Q: 3 clusters Score -707411.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -707429.562500 Penalty: 4421.788086
	Iteration 15Q: 3 clusters Score -707429.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -707448.812500 Penalty: 4421.788086
	Iteration 16Q: 3 clusters Score -707448.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -707474.562500 Penalty: 4421.788086
	Iteration 17Q: 3 clusters Score -707474.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -707495.437500 Penalty: 4421.788086
	Iteration 18Q: 3 clusters Score -707495.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -707519.562500 Penalty: 4421.788086
	Iteration 19Q: 3 clusters Score -707519.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -707544.187500 Penalty: 4421.788086
	Iteration 20F: 3 clusters Score -707544.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -707577.437500 Penalty: 4421.788086
	Iteration 21Q: 3 clusters Score -707577.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -707645.562500 Penalty: 4421.788086
	Iteration 22Q: 3 clusters Score -707645.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -707729.000000 Penalty: 4421.788086
	Iteration 23Q: 3 clusters Score -707729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -707769.125000 Penalty: 4421.788086
	Iteration 24Q: 3 clusters Score -707769.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -707791.625000 Penalty: 4421.788086
	Iteration 25Q: 3 clusters Score -707791.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -707801.312500 Penalty: 4421.788086
	Iteration 26Q: 3 clusters Score -707801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -707811.750000 Penalty: 4421.788086
	Iteration 27Q: 3 clusters Score -707811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -707817.625000 Penalty: 4421.788086
	Iteration 28Q: 3 clusters Score -707817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -707819.437500 Penalty: 4421.788086
	Iteration 29Q: 3 clusters Score -707819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -707819.375000 Penalty: 4421.788086
	Iteration 30Q: 3 clusters Score -707819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -707820.375000 Penalty: 4421.788086
	Iteration 31Q: 3 clusters Score -707820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -707822.062500 Penalty: 4421.788086
	Iteration 32Q: 3 clusters Score -707822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -707824.375000 Penalty: 4421.788086
	Iteration 33Q: 3 clusters Score -707824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -707825.375000 Penalty: 4421.788086
	Iteration 34Q: 3 clusters Score -707825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -707825.375000 Penalty: 4421.788086
	Iteration 35F: 3 clusters Score -707825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 6285 members 
Entering Unmasked Estep 
Score: -58909864.000000 Penalty: 135718.187500
Splitting cluster 1 changes total score from -58910724.000000 to -58909864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -479246.593750 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -479246.6 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 2656 members 
Entering Unmasked Estep 
Score: -474556.156250 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -474556.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -475907.875000 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -475907.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -476331.187500 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -476331.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -476725.312500 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -476725.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -477131.468750 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -477131.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -477474.500000 Penalty: 4257.622559
	Iteration 5F: 3 clusters Score -477474.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -477721.218750 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -477721.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -477941.937500 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -477941.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -478111.437500 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -478111.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -478198.437500 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -478198.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -478261.312500 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -478261.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -478313.500000 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -478313.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478358.125000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -478358.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -478410.656250 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -478410.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -478441.218750 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -478441.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -478464.437500 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -478464.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -478483.156250 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -478483.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -478498.562500 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -478498.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -478510.468750 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -478510.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -478522.687500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -478522.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -478529.125000 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -478529.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -478535.625000 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -478535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -478540.312500 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -478540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -478546.125000 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -478546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -478552.156250 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -478552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -478558.062500 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -478558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -478569.500000 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -478569.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -478579.125000 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -478579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -478595.125000 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -478595.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -478611.968750 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -478612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -478630.781250 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -478630.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -478648.843750 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -478648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -478670.375000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -478670.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -478691.062500 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -478691.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -478709.218750 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -478709.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -478725.531250 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -478725.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -478737.781250 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -478737.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -478748.218750 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -478748.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -478753.812500 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -478753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -478757.718750 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -478757.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -478761.125000 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -478761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -478766.406250 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -478766.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -478770.718750 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -478770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -478779.718750 Penalty: 4257.622559
	Iteration 43Q: 3 clusters Score -478779.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -478802.281250 Penalty: 4257.622559
	Iteration 44Q: 3 clusters Score -478802.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -478833.906250 Penalty: 4257.622559
	Iteration 45Q: 3 clusters Score -478833.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -478868.843750 Penalty: 4257.622559
	Iteration 46Q: 3 clusters Score -478868.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -478928.593750 Penalty: 4257.622559
	Iteration 47Q: 3 clusters Score -478928.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -478974.125000 Penalty: 4257.622559
	Iteration 48Q: 3 clusters Score -478974.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -479005.531250 Penalty: 4257.622559
	Iteration 49Q: 3 clusters Score -479005.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -479037.937500 Penalty: 4257.622559
	Iteration 50Q: 3 clusters Score -479037.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -479068.312500 Penalty: 4257.622559
	Iteration 51Q: 3 clusters Score -479068.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -479086.500000 Penalty: 4257.622559
	Iteration 52Q: 3 clusters Score -479086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -479105.000000 Penalty: 4257.622559
	Iteration 53Q: 3 clusters Score -479105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -479120.250000 Penalty: 4257.622559
	Iteration 54Q: 3 clusters Score -479120.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -479126.687500 Penalty: 4257.622559
	Iteration 55Q: 3 clusters Score -479126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -479130.437500 Penalty: 4257.622559
	Iteration 56Q: 3 clusters Score -479130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -479132.937500 Penalty: 4257.622559
	Iteration 57Q: 3 clusters Score -479132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -479136.687500 Penalty: 4257.622559
	Iteration 58Q: 3 clusters Score -479136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -479139.843750 Penalty: 4257.622559
	Iteration 59Q: 3 clusters Score -479139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -479140.687500 Penalty: 4257.622559
	Iteration 60F: 3 clusters Score -479140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -479141.593750 Penalty: 4257.622559
	Iteration 61Q: 3 clusters Score -479141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -479141.593750 Penalty: 4257.622559
	Iteration 62F: 3 clusters Score -479141.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -837492.625000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -837492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -830660.875000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -830660.9 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -832677.187500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -832677.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -833253.187500 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -833253.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -834035.687500 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -834035.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -834790.625000 Penalty: 4502.323730
	Iteration 4F: 3 clusters Score -834790.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -835365.375000 Penalty: 4502.323730
	Iteration 5F: 3 clusters Score -835365.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -835712.750000 Penalty: 4502.323730
	Iteration 6F: 3 clusters Score -835712.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -835978.937500 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -835978.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -836188.062500 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -836188.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -836343.625000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -836343.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -836451.125000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -836451.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -836527.875000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -836527.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -836595.812500 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -836595.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -836657.250000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -836657.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -836719.187500 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -836719.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -836784.437500 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -836784.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -836844.375000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -836844.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -836890.250000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -836890.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -836921.687500 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -836921.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -836948.125000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -836948.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -836969.062500 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -836969.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -836986.937500 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -836986.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -836997.000000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -836997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -837008.562500 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -837008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -837022.500000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -837022.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -837035.562500 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -837035.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -837046.812500 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -837046.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -837052.312500 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -837052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -837059.125000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -837059.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -837071.562500 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -837071.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -837089.562500 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -837089.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -837116.625000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -837116.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -837142.125000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -837142.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -837152.062500 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -837152.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -837156.625000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -837156.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -837164.875000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -837164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -837175.562500 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -837175.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -837181.375000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -837181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -837188.312500 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -837188.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -837193.062500 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -837193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -837199.625000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -837199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -837205.500000 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -837205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -837209.562500 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -837209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -837216.250000 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -837216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -837221.750000 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -837221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -837225.312500 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -837225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -837228.062500 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -837228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -837230.000000 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -837230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -837230.000000 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -837230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -837230.250000 Penalty: 4502.323730
	Iteration 49Q: 3 clusters Score -837230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -837233.437500 Penalty: 4502.323730
	Iteration 50Q: 3 clusters Score -837233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -837234.125000 Penalty: 4502.323730
	Iteration 51Q: 3 clusters Score -837234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -837233.062500 Penalty: 4502.323730
	Iteration 52Q: 3 clusters Score -837233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -837233.062500 Penalty: 4502.323730
	Iteration 53F: 3 clusters Score -837233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -656793.500000 Penalty: 2178.206299
	Iteration 0F: 2 clusters Score -656793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -651375.500000 Penalty: 4356.412598
	Iteration 0F: 3 clusters Score -651375.5 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -652868.812500 Penalty: 4356.412598
	Iteration 1F: 3 clusters Score -652868.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -653249.875000 Penalty: 4356.412598
	Iteration 2F: 3 clusters Score -653249.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -653551.875000 Penalty: 4356.412598
	Iteration 3F: 3 clusters Score -653551.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -653808.187500 Penalty: 4356.412598
	Iteration 4F: 3 clusters Score -653808.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -654047.250000 Penalty: 4356.412598
	Iteration 5F: 3 clusters Score -654047.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -654263.312500 Penalty: 4356.412598
	Iteration 6Q: 3 clusters Score -654263.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -654462.125000 Penalty: 4356.412598
	Iteration 7Q: 3 clusters Score -654462.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -654641.312500 Penalty: 4356.412598
	Iteration 8Q: 3 clusters Score -654641.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -654770.250000 Penalty: 4356.412598
	Iteration 9Q: 3 clusters Score -654770.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -654864.125000 Penalty: 4356.412598
	Iteration 10Q: 3 clusters Score -654864.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -654933.250000 Penalty: 4356.412598
	Iteration 11Q: 3 clusters Score -654933.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -654982.812500 Penalty: 4356.412598
	Iteration 12Q: 3 clusters Score -654982.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -655022.687500 Penalty: 4356.412598
	Iteration 13Q: 3 clusters Score -655022.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -655041.437500 Penalty: 4356.412598
	Iteration 14Q: 3 clusters Score -655041.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -655055.187500 Penalty: 4356.412598
	Iteration 15Q: 3 clusters Score -655055.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -655065.937500 Penalty: 4356.412598
	Iteration 16Q: 3 clusters Score -655065.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -655076.062500 Penalty: 4356.412598
	Iteration 17Q: 3 clusters Score -655076.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -655080.562500 Penalty: 4356.412598
	Iteration 18Q: 3 clusters Score -655080.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -655084.625000 Penalty: 4356.412598
	Iteration 19Q: 3 clusters Score -655084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -655089.125000 Penalty: 4356.412598
	Iteration 20F: 3 clusters Score -655089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -655093.250000 Penalty: 4356.412598
	Iteration 21Q: 3 clusters Score -655093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -655095.875000 Penalty: 4356.412598
	Iteration 22Q: 3 clusters Score -655095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -655096.937500 Penalty: 4356.412598
	Iteration 23Q: 3 clusters Score -655096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -655097.812500 Penalty: 4356.412598
	Iteration 24Q: 3 clusters Score -655097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -655096.500000 Penalty: 4356.412598
	Iteration 25Q: 3 clusters Score -655096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -655096.500000 Penalty: 4356.412598
	Iteration 26F: 3 clusters Score -655096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -778873.812500 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -778873.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -772229.312500 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -772229.3 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -774468.187500 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -774468.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -775164.562500 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -775164.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -775822.750000 Penalty: 4494.269531
	Iteration 3F: 3 clusters Score -775822.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -776427.250000 Penalty: 4494.269531
	Iteration 4F: 3 clusters Score -776427.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -776961.687500 Penalty: 4494.269531
	Iteration 5F: 3 clusters Score -776961.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -777348.000000 Penalty: 4494.269531
	Iteration 6F: 3 clusters Score -777348 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -777602.687500 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -777602.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -777802.500000 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -777802.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -777978.187500 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -777978.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -778169.500000 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -778169.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -778377.875000 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -778377.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -778569.500000 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -778569.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -778710.062500 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -778710.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -778818.000000 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -778818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -778888.125000 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -778888.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -778933.375000 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -778933.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -778967.500000 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -778967.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -778997.375000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -778997.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -779018.125000 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -779018.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -779030.687500 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -779030.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -779046.687500 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -779046.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -779054.562500 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -779054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -779059.562500 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -779059.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -779059.812500 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -779059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -779062.812500 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -779062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -779064.562500 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -779064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -779065.250000 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -779065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -779068.375000 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -779068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -779071.000000 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -779071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -779073.625000 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -779073.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -779076.375000 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -779076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -779079.437500 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -779079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -779082.562500 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -779082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -779085.187500 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -779085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -779089.812500 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -779089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -779096.500000 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -779096.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -779102.625000 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -779102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -779105.437500 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -779105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -779106.812500 Penalty: 4494.269531
	Iteration 39Q: 3 clusters Score -779106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -779113.812500 Penalty: 4494.269531
	Iteration 40F: 3 clusters Score -779113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -779114.125000 Penalty: 4494.269531
	Iteration 41Q: 3 clusters Score -779114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -779116.375000 Penalty: 4494.269531
	Iteration 42Q: 3 clusters Score -779116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -779116.375000 Penalty: 4494.269531
	Iteration 43Q: 3 clusters Score -779116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -779117.562500 Penalty: 4494.269531
	Iteration 44Q: 3 clusters Score -779117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -779118.125000 Penalty: 4494.269531
	Iteration 45Q: 3 clusters Score -779118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -779121.500000 Penalty: 4494.269531
	Iteration 46Q: 3 clusters Score -779121.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -779123.750000 Penalty: 4494.269531
	Iteration 47Q: 3 clusters Score -779123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -779123.375000 Penalty: 4494.269531
	Iteration 48Q: 3 clusters Score -779123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -779125.562500 Penalty: 4494.269531
	Iteration 49Q: 3 clusters Score -779125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -779127.437500 Penalty: 4494.269531
	Iteration 50Q: 3 clusters Score -779127.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -779128.937500 Penalty: 4494.269531
	Iteration 51Q: 3 clusters Score -779128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -779132.437500 Penalty: 4494.269531
	Iteration 52Q: 3 clusters Score -779132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -779131.187500 Penalty: 4494.269531
	Iteration 53Q: 3 clusters Score -779131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -779132.937500 Penalty: 4494.269531
	Iteration 54Q: 3 clusters Score -779132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -779133.500000 Penalty: 4494.269531
	Iteration 55Q: 3 clusters Score -779133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -779133.187500 Penalty: 4494.269531
	Iteration 56Q: 3 clusters Score -779133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -779137.250000 Penalty: 4494.269531
	Iteration 57Q: 3 clusters Score -779137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -779138.125000 Penalty: 4494.269531
	Iteration 58Q: 3 clusters Score -779138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -779142.375000 Penalty: 4494.269531
	Iteration 59Q: 3 clusters Score -779142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -779141.562500 Penalty: 4494.269531
	Iteration 60F: 3 clusters Score -779141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -779140.125000 Penalty: 4494.269531
	Iteration 61Q: 3 clusters Score -779140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -779141.312500 Penalty: 4494.269531
	Iteration 62Q: 3 clusters Score -779141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -779142.250000 Penalty: 4494.269531
	Iteration 63Q: 3 clusters Score -779142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -779145.250000 Penalty: 4494.269531
	Iteration 64Q: 3 clusters Score -779145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -779146.562500 Penalty: 4494.269531
	Iteration 65Q: 3 clusters Score -779146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -779147.375000 Penalty: 4494.269531
	Iteration 66Q: 3 clusters Score -779147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -779147.375000 Penalty: 4494.269531
	Iteration 67F: 3 clusters Score -779147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 1494 members 
Entering Unmasked Estep 
Score: -58909956.000000 Penalty: 135718.187500
Splitting cluster 5 changes total score from -58910724.000000 to -58909956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -246007.265625 Penalty: 1999.951782
	Iteration 0F: 2 clusters Score -246007.3 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 1626 members 
Entering Unmasked Estep 
Score: -242669.968750 Penalty: 3999.903564
	Iteration 0F: 3 clusters Score -242670 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -243528.921875 Penalty: 3999.903564
	Iteration 1F: 3 clusters Score -243528.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -243850.828125 Penalty: 3999.903564
	Iteration 2F: 3 clusters Score -243850.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -244164.984375 Penalty: 3999.903564
	Iteration 3F: 3 clusters Score -244165 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -244466.218750 Penalty: 3999.903564
	Iteration 4F: 3 clusters Score -244466.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -244766.921875 Penalty: 3999.903564
	Iteration 5F: 3 clusters Score -244766.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -244968.062500 Penalty: 3999.903564
	Iteration 6Q: 3 clusters Score -244968.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -245069.250000 Penalty: 3999.903564
	Iteration 7Q: 3 clusters Score -245069.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -245145.781250 Penalty: 3999.903564
	Iteration 8Q: 3 clusters Score -245145.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -245217.156250 Penalty: 3999.903564
	Iteration 9Q: 3 clusters Score -245217.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -245266.515625 Penalty: 3999.903564
	Iteration 10Q: 3 clusters Score -245266.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -245320.812500 Penalty: 3999.903564
	Iteration 11Q: 3 clusters Score -245320.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -245360.953125 Penalty: 3999.903564
	Iteration 12Q: 3 clusters Score -245361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -245393.625000 Penalty: 3999.903564
	Iteration 13Q: 3 clusters Score -245393.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -245419.937500 Penalty: 3999.903564
	Iteration 14Q: 3 clusters Score -245419.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -245442.281250 Penalty: 3999.903564
	Iteration 15Q: 3 clusters Score -245442.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -245462.031250 Penalty: 3999.903564
	Iteration 16Q: 3 clusters Score -245462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -245471.781250 Penalty: 3999.903564
	Iteration 17Q: 3 clusters Score -245471.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -245478.140625 Penalty: 3999.903564
	Iteration 18Q: 3 clusters Score -245478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -245480.812500 Penalty: 3999.903564
	Iteration 19Q: 3 clusters Score -245480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -245482.640625 Penalty: 3999.903564
	Iteration 20F: 3 clusters Score -245482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -245486.312500 Penalty: 3999.903564
	Iteration 21Q: 3 clusters Score -245486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -245490.062500 Penalty: 3999.903564
	Iteration 22Q: 3 clusters Score -245490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -245495.390625 Penalty: 3999.903564
	Iteration 23Q: 3 clusters Score -245495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -245496.796875 Penalty: 3999.903564
	Iteration 24Q: 3 clusters Score -245496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -245497.671875 Penalty: 3999.903564
	Iteration 25Q: 3 clusters Score -245497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -245498.765625 Penalty: 3999.903564
	Iteration 26Q: 3 clusters Score -245498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -245499.406250 Penalty: 3999.903564
	Iteration 27Q: 3 clusters Score -245499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -245501.078125 Penalty: 3999.903564
	Iteration 28Q: 3 clusters Score -245501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -245501.031250 Penalty: 3999.903564
	Iteration 29Q: 3 clusters Score -245501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -245501.031250 Penalty: 3999.903564
	Iteration 30F: 3 clusters Score -245501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1207423.125000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -1207423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1198011.750000 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -1198012 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1201217.250000 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -1201217 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1201948.625000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -1201949 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1202584.875000 Penalty: 4696.320312
	Iteration 3F: 3 clusters Score -1202585 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1203034.500000 Penalty: 4696.320312
	Iteration 4F: 3 clusters Score -1203034 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1203422.250000 Penalty: 4696.320312
	Iteration 5F: 3 clusters Score -1203422 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1203744.125000 Penalty: 4696.320312
	Iteration 6Q: 3 clusters Score -1203744 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1204050.500000 Penalty: 4696.320312
	Iteration 7Q: 3 clusters Score -1204050 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1204299.250000 Penalty: 4696.320312
	Iteration 8Q: 3 clusters Score -1204299 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1204497.625000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -1204498 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1204640.875000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -1204641 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1204762.125000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -1204762 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1204877.125000 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -1204877 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1204990.625000 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -1204991 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1205106.625000 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -1205107 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1205207.500000 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -1205208 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1205301.375000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -1205301 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1205404.375000 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -1205404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1205509.375000 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -1205509 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1205615.750000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -1205616 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1205712.875000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -1205713 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1205803.750000 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -1205804 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1205917.375000 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -1205917 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1206017.375000 Penalty: 4696.320312
	Iteration 23Q: 3 clusters Score -1206017 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1206094.125000 Penalty: 4696.320312
	Iteration 24Q: 3 clusters Score -1206094 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1206168.000000 Penalty: 4696.320312
	Iteration 25Q: 3 clusters Score -1206168 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1206227.875000 Penalty: 4696.320312
	Iteration 26Q: 3 clusters Score -1206228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1206282.500000 Penalty: 4696.320312
	Iteration 27Q: 3 clusters Score -1206282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1206324.250000 Penalty: 4696.320312
	Iteration 28Q: 3 clusters Score -1206324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1206362.875000 Penalty: 4696.320312
	Iteration 29Q: 3 clusters Score -1206363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1206392.000000 Penalty: 4696.320312
	Iteration 30Q: 3 clusters Score -1206392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1206412.250000 Penalty: 4696.320312
	Iteration 31Q: 3 clusters Score -1206412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1206436.250000 Penalty: 4696.320312
	Iteration 32Q: 3 clusters Score -1206436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1206452.875000 Penalty: 4696.320312
	Iteration 33Q: 3 clusters Score -1206453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1206470.250000 Penalty: 4696.320312
	Iteration 34Q: 3 clusters Score -1206470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1206482.250000 Penalty: 4696.320312
	Iteration 35Q: 3 clusters Score -1206482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1206491.750000 Penalty: 4696.320312
	Iteration 36Q: 3 clusters Score -1206492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1206496.750000 Penalty: 4696.320312
	Iteration 37Q: 3 clusters Score -1206497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1206504.125000 Penalty: 4696.320312
	Iteration 38Q: 3 clusters Score -1206504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1206510.625000 Penalty: 4696.320312
	Iteration 39Q: 3 clusters Score -1206511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1206517.500000 Penalty: 4696.320312
	Iteration 40F: 3 clusters Score -1206518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1206526.250000 Penalty: 4696.320312
	Iteration 41Q: 3 clusters Score -1206526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1206526.875000 Penalty: 4696.320312
	Iteration 42Q: 3 clusters Score -1206527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1206532.750000 Penalty: 4696.320312
	Iteration 43Q: 3 clusters Score -1206533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1206541.625000 Penalty: 4696.320312
	Iteration 44Q: 3 clusters Score -1206542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1206542.500000 Penalty: 4696.320312
	Iteration 45Q: 3 clusters Score -1206542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1206544.250000 Penalty: 4696.320312
	Iteration 46Q: 3 clusters Score -1206544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1206547.375000 Penalty: 4696.320312
	Iteration 47Q: 3 clusters Score -1206547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1206551.125000 Penalty: 4696.320312
	Iteration 48Q: 3 clusters Score -1206551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1206550.500000 Penalty: 4696.320312
	Iteration 49Q: 3 clusters Score -1206550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1206555.625000 Penalty: 4696.320312
	Iteration 50Q: 3 clusters Score -1206556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1206557.000000 Penalty: 4696.320312
	Iteration 51Q: 3 clusters Score -1206557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1206557.000000 Penalty: 4696.320312
	Iteration 52Q: 3 clusters Score -1206557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1206557.000000 Penalty: 4696.320312
	Iteration 53F: 3 clusters Score -1206557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Entering Unmasked Estep 
Score: -1168037.000000 Penalty: 2335.241699
	Iteration 0F: 2 clusters Score -1168037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1158880.000000 Penalty: 4670.483398
	Iteration 0F: 3 clusters Score -1158880 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1161724.125000 Penalty: 4670.483398
	Iteration 1F: 3 clusters Score -1161724 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1162166.125000 Penalty: 4670.483398
	Iteration 2F: 3 clusters Score -1162166 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1162657.375000 Penalty: 4670.483398
	Iteration 3F: 3 clusters Score -1162657 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1163219.625000 Penalty: 4670.483398
	Iteration 4F: 3 clusters Score -1163220 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1163847.500000 Penalty: 4670.483398
	Iteration 5F: 3 clusters Score -1163848 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1164492.250000 Penalty: 4670.483398
	Iteration 6F: 3 clusters Score -1164492 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1165008.125000 Penalty: 4670.483398
	Iteration 7F: 3 clusters Score -1165008 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1165377.000000 Penalty: 4670.483398
	Iteration 8F: 3 clusters Score -1165377 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1165609.625000 Penalty: 4670.483398
	Iteration 9Q: 3 clusters Score -1165610 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1165771.750000 Penalty: 4670.483398
	Iteration 10Q: 3 clusters Score -1165772 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1165894.250000 Penalty: 4670.483398
	Iteration 11Q: 3 clusters Score -1165894 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1165989.875000 Penalty: 4670.483398
	Iteration 12Q: 3 clusters Score -1165990 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1166073.375000 Penalty: 4670.483398
	Iteration 13Q: 3 clusters Score -1166073 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1166155.250000 Penalty: 4670.483398
	Iteration 14Q: 3 clusters Score -1166155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1166255.500000 Penalty: 4670.483398
	Iteration 15Q: 3 clusters Score -1166256 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1166353.500000 Penalty: 4670.483398
	Iteration 16Q: 3 clusters Score -1166354 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1166455.375000 Penalty: 4670.483398
	Iteration 17Q: 3 clusters Score -1166455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1166563.875000 Penalty: 4670.483398
	Iteration 18Q: 3 clusters Score -1166564 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1166675.000000 Penalty: 4670.483398
	Iteration 19Q: 3 clusters Score -1166675 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1166845.750000 Penalty: 4670.483398
	Iteration 20F: 3 clusters Score -1166846 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1167004.125000 Penalty: 4670.483398
	Iteration 21Q: 3 clusters Score -1167004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1167138.625000 Penalty: 4670.483398
	Iteration 22Q: 3 clusters Score -1167139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1167239.875000 Penalty: 4670.483398
	Iteration 23Q: 3 clusters Score -1167240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1167345.375000 Penalty: 4670.483398
	Iteration 24Q: 3 clusters Score -1167345 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1167423.250000 Penalty: 4670.483398
	Iteration 25Q: 3 clusters Score -1167423 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1167498.250000 Penalty: 4670.483398
	Iteration 26Q: 3 clusters Score -1167498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1167548.000000 Penalty: 4670.483398
	Iteration 27Q: 3 clusters Score -1167548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1167571.750000 Penalty: 4670.483398
	Iteration 28Q: 3 clusters Score -1167572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1167593.000000 Penalty: 4670.483398
	Iteration 29Q: 3 clusters Score -1167593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1167614.500000 Penalty: 4670.483398
	Iteration 30Q: 3 clusters Score -1167614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1167632.500000 Penalty: 4670.483398
	Iteration 31Q: 3 clusters Score -1167632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1167653.125000 Penalty: 4670.483398
	Iteration 32Q: 3 clusters Score -1167653 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1167676.625000 Penalty: 4670.483398
	Iteration 33Q: 3 clusters Score -1167677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1167721.250000 Penalty: 4670.483398
	Iteration 34Q: 3 clusters Score -1167721 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1167869.875000 Penalty: 4670.483398
	Iteration 35Q: 3 clusters Score -1167870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1168125.750000 Penalty: 4670.483398
	Iteration 36Q: 3 clusters Score -1168126 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1168381.125000 Penalty: 4670.483398
	Iteration 37Q: 3 clusters Score -1168381 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1168468.375000 Penalty: 4670.483398
	Iteration 38Q: 3 clusters Score -1168468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1168500.625000 Penalty: 4670.483398
	Iteration 39Q: 3 clusters Score -1168501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1168533.000000 Penalty: 4670.483398
	Iteration 40F: 3 clusters Score -1168533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1168555.375000 Penalty: 4670.483398
	Iteration 41Q: 3 clusters Score -1168555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1168582.500000 Penalty: 4670.483398
	Iteration 42Q: 3 clusters Score -1168582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1168604.750000 Penalty: 4670.483398
	Iteration 43Q: 3 clusters Score -1168605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1168629.000000 Penalty: 4670.483398
	Iteration 44Q: 3 clusters Score -1168629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1168655.875000 Penalty: 4670.483398
	Iteration 45Q: 3 clusters Score -1168656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1168688.625000 Penalty: 4670.483398
	Iteration 46Q: 3 clusters Score -1168689 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1168751.750000 Penalty: 4670.483398
	Iteration 47Q: 3 clusters Score -1168752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1168847.500000 Penalty: 4670.483398
	Iteration 48Q: 3 clusters Score -1168848 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1169035.500000 Penalty: 4670.483398
	Iteration 49Q: 3 clusters Score -1169036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1169425.500000 Penalty: 4670.483398
	Iteration 50Q: 3 clusters Score -1169426 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1169985.125000 Penalty: 4670.483398
	Iteration 51Q: 3 clusters Score -1169985 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1170203.875000 Penalty: 4670.483398
	Iteration 52Q: 3 clusters Score -1170204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1170230.750000 Penalty: 4670.483398
	Iteration 53Q: 3 clusters Score -1170231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1170234.000000 Penalty: 4670.483398
	Iteration 54Q: 3 clusters Score -1170234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1170234.375000 Penalty: 4670.483398
	Iteration 55Q: 3 clusters Score -1170234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1170237.875000 Penalty: 4670.483398
	Iteration 56Q: 3 clusters Score -1170238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1170237.125000 Penalty: 4670.483398
	Iteration 57Q: 3 clusters Score -1170237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1170236.875000 Penalty: 4670.483398
	Iteration 58Q: 3 clusters Score -1170237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1170238.625000 Penalty: 4670.483398
	Iteration 59F: 3 clusters Score -1170239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1170238.375000 Penalty: 4670.483398
	Iteration 60F: 3 clusters Score -1170238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8052 members 
Entering Unmasked Estep 
Score: -58912048.000000 Penalty: 135718.187500
Splitting cluster 8 changes total score from -58910724.000000 to -58912048.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -488240.406250 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -488240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -483801.468750 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -483801.5 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -484845.781250 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -484845.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -485140.437500 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -485140.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -485435.500000 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -485435.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -485852.750000 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -485852.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -486269.593750 Penalty: 4207.165039
	Iteration 5F: 3 clusters Score -486269.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -486566.406250 Penalty: 4207.165039
	Iteration 6F: 3 clusters Score -486566.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -486738.687500 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -486738.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -486829.031250 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -486829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -486881.875000 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -486881.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -486916.593750 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -486916.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -486943.656250 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -486943.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -486958.781250 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -486958.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -486970.906250 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -486970.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -486982.500000 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -486982.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -486990.843750 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -486990.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -486997.562500 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -486997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -487002.218750 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -487002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -487004.250000 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -487004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -487007.187500 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -487007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -487008.218750 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -487008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -487009.187500 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -487009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -487012.125000 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -487012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -487011.218750 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -487011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -487012.031250 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -487012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -487012.437500 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -487012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -487013.250000 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -487013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -487014.562500 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -487014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -487016.843750 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -487016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -487018.156250 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -487018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -487018.687500 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -487018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -487018.781250 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -487018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -487018.781250 Penalty: 4207.165039
	Iteration 32F: 3 clusters Score -487018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Entering Unmasked Estep 
Score: -1455597.750000 Penalty: 2383.509766
	Iteration 0F: 2 clusters Score -1455598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1444814.875000 Penalty: 4767.019531
	Iteration 0F: 3 clusters Score -1444815 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1448374.500000 Penalty: 4767.019531
	Iteration 1F: 3 clusters Score -1448374 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1448806.250000 Penalty: 4767.019531
	Iteration 2F: 3 clusters Score -1448806 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1449127.875000 Penalty: 4767.019531
	Iteration 3F: 3 clusters Score -1449128 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1449390.375000 Penalty: 4767.019531
	Iteration 4Q: 3 clusters Score -1449390 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1449651.875000 Penalty: 4767.019531
	Iteration 5Q: 3 clusters Score -1449652 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1449926.250000 Penalty: 4767.019531
	Iteration 6Q: 3 clusters Score -1449926 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1450172.750000 Penalty: 4767.019531
	Iteration 7Q: 3 clusters Score -1450173 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1450428.500000 Penalty: 4767.019531
	Iteration 8Q: 3 clusters Score -1450428 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1450699.875000 Penalty: 4767.019531
	Iteration 9Q: 3 clusters Score -1450700 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1450958.250000 Penalty: 4767.019531
	Iteration 10Q: 3 clusters Score -1450958 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1451184.625000 Penalty: 4767.019531
	Iteration 11Q: 3 clusters Score -1451185 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1451422.500000 Penalty: 4767.019531
	Iteration 12Q: 3 clusters Score -1451422 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1451661.250000 Penalty: 4767.019531
	Iteration 13Q: 3 clusters Score -1451661 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1451912.250000 Penalty: 4767.019531
	Iteration 14Q: 3 clusters Score -1451912 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1452117.125000 Penalty: 4767.019531
	Iteration 15Q: 3 clusters Score -1452117 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1452289.875000 Penalty: 4767.019531
	Iteration 16Q: 3 clusters Score -1452290 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1452408.875000 Penalty: 4767.019531
	Iteration 17Q: 3 clusters Score -1452409 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1452500.875000 Penalty: 4767.019531
	Iteration 18Q: 3 clusters Score -1452501 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1452567.000000 Penalty: 4767.019531
	Iteration 19Q: 3 clusters Score -1452567 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1452623.125000 Penalty: 4767.019531
	Iteration 20F: 3 clusters Score -1452623 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1452660.125000 Penalty: 4767.019531
	Iteration 21Q: 3 clusters Score -1452660 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1452684.500000 Penalty: 4767.019531
	Iteration 22Q: 3 clusters Score -1452684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1452704.875000 Penalty: 4767.019531
	Iteration 23Q: 3 clusters Score -1452705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1452726.625000 Penalty: 4767.019531
	Iteration 24Q: 3 clusters Score -1452727 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1452744.000000 Penalty: 4767.019531
	Iteration 25Q: 3 clusters Score -1452744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1452763.750000 Penalty: 4767.019531
	Iteration 26Q: 3 clusters Score -1452764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1452779.125000 Penalty: 4767.019531
	Iteration 27Q: 3 clusters Score -1452779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1452788.125000 Penalty: 4767.019531
	Iteration 28Q: 3 clusters Score -1452788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1452808.125000 Penalty: 4767.019531
	Iteration 29Q: 3 clusters Score -1452808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1452823.500000 Penalty: 4767.019531
	Iteration 30Q: 3 clusters Score -1452824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1452838.125000 Penalty: 4767.019531
	Iteration 31Q: 3 clusters Score -1452838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1452854.375000 Penalty: 4767.019531
	Iteration 32Q: 3 clusters Score -1452854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1452867.125000 Penalty: 4767.019531
	Iteration 33Q: 3 clusters Score -1452867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1452878.625000 Penalty: 4767.019531
	Iteration 34Q: 3 clusters Score -1452879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1452896.500000 Penalty: 4767.019531
	Iteration 35Q: 3 clusters Score -1452896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1452913.625000 Penalty: 4767.019531
	Iteration 36Q: 3 clusters Score -1452914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1452916.250000 Penalty: 4767.019531
	Iteration 37Q: 3 clusters Score -1452916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1452927.500000 Penalty: 4767.019531
	Iteration 38Q: 3 clusters Score -1452928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1452936.875000 Penalty: 4767.019531
	Iteration 39Q: 3 clusters Score -1452937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1452946.125000 Penalty: 4767.019531
	Iteration 40F: 3 clusters Score -1452946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1452952.875000 Penalty: 4767.019531
	Iteration 41Q: 3 clusters Score -1452953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1452961.125000 Penalty: 4767.019531
	Iteration 42Q: 3 clusters Score -1452961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1452970.000000 Penalty: 4767.019531
	Iteration 43Q: 3 clusters Score -1452970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1452985.875000 Penalty: 4767.019531
	Iteration 44Q: 3 clusters Score -1452986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1452994.500000 Penalty: 4767.019531
	Iteration 45Q: 3 clusters Score -1452994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1453005.500000 Penalty: 4767.019531
	Iteration 46Q: 3 clusters Score -1453006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1453016.625000 Penalty: 4767.019531
	Iteration 47Q: 3 clusters Score -1453017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1453024.875000 Penalty: 4767.019531
	Iteration 48Q: 3 clusters Score -1453025 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1453033.000000 Penalty: 4767.019531
	Iteration 49Q: 3 clusters Score -1453033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1453042.750000 Penalty: 4767.019531
	Iteration 50Q: 3 clusters Score -1453043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1453046.000000 Penalty: 4767.019531
	Iteration 51Q: 3 clusters Score -1453046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1453048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1453062.000000 Penalty: 4767.019531
	Iteration 53Q: 3 clusters Score -1453062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1453074.375000 Penalty: 4767.019531
	Iteration 54Q: 3 clusters Score -1453074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1453081.125000 Penalty: 4767.019531
	Iteration 55Q: 3 clusters Score -1453081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1453092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1453103.000000 Penalty: 4767.019531
	Iteration 57Q: 3 clusters Score -1453103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1453109.625000 Penalty: 4767.019531
	Iteration 58Q: 3 clusters Score -1453110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1453124.000000 Penalty: 4767.019531
	Iteration 59Q: 3 clusters Score -1453124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1453129.250000 Penalty: 4767.019531
	Iteration 60F: 3 clusters Score -1453129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1453132.500000 Penalty: 4767.019531
	Iteration 61Q: 3 clusters Score -1453132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1453142.500000 Penalty: 4767.019531
	Iteration 62Q: 3 clusters Score -1453142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1453146.750000 Penalty: 4767.019531
	Iteration 63Q: 3 clusters Score -1453147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1453151.750000 Penalty: 4767.019531
	Iteration 64Q: 3 clusters Score -1453152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1453161.750000 Penalty: 4767.019531
	Iteration 65Q: 3 clusters Score -1453162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1453177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1453183.875000 Penalty: 4767.019531
	Iteration 67Q: 3 clusters Score -1453184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1453206.750000 Penalty: 4767.019531
	Iteration 68Q: 3 clusters Score -1453207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1453217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1453229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1453239.625000 Penalty: 4767.019531
	Iteration 71Q: 3 clusters Score -1453240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1453251.500000 Penalty: 4767.019531
	Iteration 72Q: 3 clusters Score -1453252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1453262.625000 Penalty: 4767.019531
	Iteration 73Q: 3 clusters Score -1453263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1453275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1453292.625000 Penalty: 4767.019531
	Iteration 75Q: 3 clusters Score -1453293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1453311.500000 Penalty: 4767.019531
	Iteration 76Q: 3 clusters Score -1453312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1453328.500000 Penalty: 4767.019531
	Iteration 77Q: 3 clusters Score -1453328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1453340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1453359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1453384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1453403.625000 Penalty: 4767.019531
	Iteration 81Q: 3 clusters Score -1453404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1453426.875000 Penalty: 4767.019531
	Iteration 82Q: 3 clusters Score -1453427 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1453447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1453471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1453499 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1453524.500000 Penalty: 4767.019531
	Iteration 86Q: 3 clusters Score -1453524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1453547 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1453565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1453574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1453591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3331 members 
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Score: -1453608.750000 Penalty: 4767.019531
	Iteration 91Q: 3 clusters Score -1453609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1453625.875000 Penalty: 4767.019531
	Iteration 92Q: 3 clusters Score -1453626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1453636.750000 Penalty: 4767.019531
	Iteration 93Q: 3 clusters Score -1453637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1453650.125000 Penalty: 4767.019531
	Iteration 94Q: 3 clusters Score -1453650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1453658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1453668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1453675.000000 Penalty: 4767.019531
	Iteration 97Q: 3 clusters Score -1453675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1453683.750000 Penalty: 4767.019531
	Iteration 98Q: 3 clusters Score -1453684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1453691.500000 Penalty: 4767.019531
	Iteration 99Q: 3 clusters Score -1453692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1453692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1453699.500000 Penalty: 4767.019531
	Iteration 101Q: 3 clusters Score -1453700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1453703.875000 Penalty: 4767.019531
	Iteration 102Q: 3 clusters Score -1453704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1453712.375000 Penalty: 4767.019531
	Iteration 103Q: 3 clusters Score -1453712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1453722.375000 Penalty: 4767.019531
	Iteration 104Q: 3 clusters Score -1453722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1453725.500000 Penalty: 4767.019531
	Iteration 105Q: 3 clusters Score -1453726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1453733.750000 Penalty: 4767.019531
	Iteration 106Q: 3 clusters Score -1453734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1453745.750000 Penalty: 4767.019531
	Iteration 107Q: 3 clusters Score -1453746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1453749.875000 Penalty: 4767.019531
	Iteration 108Q: 3 clusters Score -1453750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1453754.375000 Penalty: 4767.019531
	Iteration 109Q: 3 clusters Score -1453754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1453762.125000 Penalty: 4767.019531
	Iteration 110Q: 3 clusters Score -1453762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1453766.875000 Penalty: 4767.019531
	Iteration 111Q: 3 clusters Score -1453767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1453781.375000 Penalty: 4767.019531
	Iteration 112Q: 3 clusters Score -1453781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1453789.125000 Penalty: 4767.019531
	Iteration 113Q: 3 clusters Score -1453789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1453794.875000 Penalty: 4767.019531
	Iteration 114Q: 3 clusters Score -1453795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1453801.000000 Penalty: 4767.019531
	Iteration 115Q: 3 clusters Score -1453801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1453800.375000 Penalty: 4767.019531
	Iteration 116Q: 3 clusters Score -1453800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1453807.500000 Penalty: 4767.019531
	Iteration 117Q: 3 clusters Score -1453808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1453810.500000 Penalty: 4767.019531
	Iteration 118Q: 3 clusters Score -1453810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1453816.750000 Penalty: 4767.019531
	Iteration 119Q: 3 clusters Score -1453817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1453819.250000 Penalty: 4767.019531
	Iteration 120F: 3 clusters Score -1453819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1453817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1453824.875000 Penalty: 4767.019531
	Iteration 122Q: 3 clusters Score -1453825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1453827.250000 Penalty: 4767.019531
	Iteration 123Q: 3 clusters Score -1453827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1453837.000000 Penalty: 4767.019531
	Iteration 124Q: 3 clusters Score -1453837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1453847.625000 Penalty: 4767.019531
	Iteration 125Q: 3 clusters Score -1453848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1453852.125000 Penalty: 4767.019531
	Iteration 126Q: 3 clusters Score -1453852 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1453860.125000 Penalty: 4767.019531
	Iteration 127Q: 3 clusters Score -1453860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1453866.375000 Penalty: 4767.019531
	Iteration 128Q: 3 clusters Score -1453866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1453866.375000 Penalty: 4767.019531
	Iteration 129Q: 3 clusters Score -1453866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1453866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1453866 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1453872.750000 Penalty: 4767.019531
	Iteration 132Q: 3 clusters Score -1453873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1453872.625000 Penalty: 4767.019531
	Iteration 133Q: 3 clusters Score -1453873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1453871.875000 Penalty: 4767.019531
	Iteration 134Q: 3 clusters Score -1453872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1453874.625000 Penalty: 4767.019531
	Iteration 135Q: 3 clusters Score -1453875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1453875.875000 Penalty: 4767.019531
	Iteration 136Q: 3 clusters Score -1453876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1453879.750000 Penalty: 4767.019531
	Iteration 137Q: 3 clusters Score -1453880 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1453882.375000 Penalty: 4767.019531
	Iteration 138Q: 3 clusters Score -1453882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1453882.625000 Penalty: 4767.019531
	Iteration 139Q: 3 clusters Score -1453883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1453881.500000 Penalty: 4767.019531
	Iteration 140F: 3 clusters Score -1453882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1453882.375000 Penalty: 4767.019531
	Iteration 141Q: 3 clusters Score -1453882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1453883.875000 Penalty: 4767.019531
	Iteration 142Q: 3 clusters Score -1453884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1453885.625000 Penalty: 4767.019531
	Iteration 143Q: 3 clusters Score -1453886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1453883.000000 Penalty: 4767.019531
	Iteration 144Q: 3 clusters Score -1453883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1453882.125000 Penalty: 4767.019531
	Iteration 145Q: 3 clusters Score -1453882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1453884.875000 Penalty: 4767.019531
	Iteration 146Q: 3 clusters Score -1453885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1453886.500000 Penalty: 4767.019531
	Iteration 147Q: 3 clusters Score -1453886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1453886.375000 Penalty: 4767.019531
	Iteration 148Q: 3 clusters Score -1453886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1453888.000000 Penalty: 4767.019531
	Iteration 149Q: 3 clusters Score -1453888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1453888.375000 Penalty: 4767.019531
	Iteration 150Q: 3 clusters Score -1453888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1453891.125000 Penalty: 4767.019531
	Iteration 151Q: 3 clusters Score -1453891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1453893.125000 Penalty: 4767.019531
	Iteration 152Q: 3 clusters Score -1453893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1453895.000000 Penalty: 4767.019531
	Iteration 153Q: 3 clusters Score -1453895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1453896.375000 Penalty: 4767.019531
	Iteration 154Q: 3 clusters Score -1453896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1453897.375000 Penalty: 4767.019531
	Iteration 155Q: 3 clusters Score -1453897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1453903.500000 Penalty: 4767.019531
	Iteration 156Q: 3 clusters Score -1453904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1453907.750000 Penalty: 4767.019531
	Iteration 157Q: 3 clusters Score -1453908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1453908.875000 Penalty: 4767.019531
	Iteration 158Q: 3 clusters Score -1453909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1453914.625000 Penalty: 4767.019531
	Iteration 159Q: 3 clusters Score -1453915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1453916.125000 Penalty: 4767.019531
	Iteration 160F: 3 clusters Score -1453916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1453920.500000 Penalty: 4767.019531
	Iteration 161Q: 3 clusters Score -1453920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1453922.625000 Penalty: 4767.019531
	Iteration 162Q: 3 clusters Score -1453923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1453925.250000 Penalty: 4767.019531
	Iteration 163Q: 3 clusters Score -1453925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1453924.000000 Penalty: 4767.019531
	Iteration 164Q: 3 clusters Score -1453924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1453926.250000 Penalty: 4767.019531
	Iteration 165Q: 3 clusters Score -1453926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1453928.500000 Penalty: 4767.019531
	Iteration 166Q: 3 clusters Score -1453928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1453929.750000 Penalty: 4767.019531
	Iteration 167Q: 3 clusters Score -1453930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1453932.875000 Penalty: 4767.019531
	Iteration 168Q: 3 clusters Score -1453933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1453933.625000 Penalty: 4767.019531
	Iteration 169Q: 3 clusters Score -1453934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1453933.625000 Penalty: 4767.019531
	Iteration 170Q: 3 clusters Score -1453934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1453931.000000 Penalty: 4767.019531
	Iteration 171Q: 3 clusters Score -1453931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1453931.125000 Penalty: 4767.019531
	Iteration 172Q: 3 clusters Score -1453931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1453932.875000 Penalty: 4767.019531
	Iteration 173Q: 3 clusters Score -1453933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1453933.000000 Penalty: 4767.019531
	Iteration 174Q: 3 clusters Score -1453933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1453933.000000 Penalty: 4767.019531
	Iteration 175F: 3 clusters Score -1453933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Entering Unmasked Estep 
Score: -2445311.750000 Penalty: 2513.134521
	Iteration 0F: 2 clusters Score -2445312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2427943.750000 Penalty: 5026.269043
	Iteration 0F: 3 clusters Score -2427944 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2434115.750000 Penalty: 5026.269043
	Iteration 1F: 3 clusters Score -2434116 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2434675.750000 Penalty: 5026.269043
	Iteration 2F: 3 clusters Score -2434676 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2435213.500000 Penalty: 5026.269043
	Iteration 3Q: 3 clusters Score -2435214 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2435763.250000 Penalty: 5026.269043
	Iteration 4Q: 3 clusters Score -2435763 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2436382.750000 Penalty: 5026.269043
	Iteration 5Q: 3 clusters Score -2436383 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2437028.000000 Penalty: 5026.269043
	Iteration 6Q: 3 clusters Score -2437028 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2437654.750000 Penalty: 5026.269043
	Iteration 7Q: 3 clusters Score -2437655 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2438144.250000 Penalty: 5026.269043
	Iteration 8Q: 3 clusters Score -2438144 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2438543.250000 Penalty: 5026.269043
	Iteration 9Q: 3 clusters Score -2438543 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2438875.500000 Penalty: 5026.269043
	Iteration 10Q: 3 clusters Score -2438876 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2439144.500000 Penalty: 5026.269043
	Iteration 11Q: 3 clusters Score -2439144 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2439376.000000 Penalty: 5026.269043
	Iteration 12Q: 3 clusters Score -2439376 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2439565.250000 Penalty: 5026.269043
	Iteration 13Q: 3 clusters Score -2439565 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2439730.250000 Penalty: 5026.269043
	Iteration 14Q: 3 clusters Score -2439730 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2439875.000000 Penalty: 5026.269043
	Iteration 15Q: 3 clusters Score -2439875 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2440004.000000 Penalty: 5026.269043
	Iteration 16Q: 3 clusters Score -2440004 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2440097.250000 Penalty: 5026.269043
	Iteration 17Q: 3 clusters Score -2440097 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2440176.500000 Penalty: 5026.269043
	Iteration 18Q: 3 clusters Score -2440176 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2440240.250000 Penalty: 5026.269043
	Iteration 19Q: 3 clusters Score -2440240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2440278.750000 Penalty: 5026.269043
	Iteration 20F: 3 clusters Score -2440279 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2440317.500000 Penalty: 5026.269043
	Iteration 21Q: 3 clusters Score -2440318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2440353.750000 Penalty: 5026.269043
	Iteration 22Q: 3 clusters Score -2440354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2440387.500000 Penalty: 5026.269043
	Iteration 23Q: 3 clusters Score -2440388 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2440417.000000 Penalty: 5026.269043
	Iteration 24Q: 3 clusters Score -2440417 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2440451.750000 Penalty: 5026.269043
	Iteration 25Q: 3 clusters Score -2440452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2440489.750000 Penalty: 5026.269043
	Iteration 26Q: 3 clusters Score -2440490 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2440534.500000 Penalty: 5026.269043
	Iteration 27Q: 3 clusters Score -2440534 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2440575.500000 Penalty: 5026.269043
	Iteration 28Q: 3 clusters Score -2440576 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2440608.250000 Penalty: 5026.269043
	Iteration 29Q: 3 clusters Score -2440608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2440646.500000 Penalty: 5026.269043
	Iteration 30Q: 3 clusters Score -2440646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2440697.250000 Penalty: 5026.269043
	Iteration 31Q: 3 clusters Score -2440697 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2440740.500000 Penalty: 5026.269043
	Iteration 32Q: 3 clusters Score -2440740 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2440806.250000 Penalty: 5026.269043
	Iteration 33Q: 3 clusters Score -2440806 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2440849.000000 Penalty: 5026.269043
	Iteration 34Q: 3 clusters Score -2440849 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2440871.750000 Penalty: 5026.269043
	Iteration 35Q: 3 clusters Score -2440872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2440911.000000 Penalty: 5026.269043
	Iteration 36Q: 3 clusters Score -2440911 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2440934.250000 Penalty: 5026.269043
	Iteration 37Q: 3 clusters Score -2440934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2440980.500000 Penalty: 5026.269043
	Iteration 38Q: 3 clusters Score -2440980 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2441008.750000 Penalty: 5026.269043
	Iteration 39Q: 3 clusters Score -2441009 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2441044.250000 Penalty: 5026.269043
	Iteration 40F: 3 clusters Score -2441044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2441080.000000 Penalty: 5026.269043
	Iteration 41Q: 3 clusters Score -2441080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2441119.250000 Penalty: 5026.269043
	Iteration 42Q: 3 clusters Score -2441119 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2441150.750000 Penalty: 5026.269043
	Iteration 43Q: 3 clusters Score -2441151 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2441182.500000 Penalty: 5026.269043
	Iteration 44Q: 3 clusters Score -2441182 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2441223.250000 Penalty: 5026.269043
	Iteration 45Q: 3 clusters Score -2441223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2441271.000000 Penalty: 5026.269043
	Iteration 46Q: 3 clusters Score -2441271 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2441305.500000 Penalty: 5026.269043
	Iteration 47Q: 3 clusters Score -2441306 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2441366.500000 Penalty: 5026.269043
	Iteration 48Q: 3 clusters Score -2441366 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2441417.000000 Penalty: 5026.269043
	Iteration 49Q: 3 clusters Score -2441417 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2441462.250000 Penalty: 5026.269043
	Iteration 50Q: 3 clusters Score -2441462 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2441513.500000 Penalty: 5026.269043
	Iteration 51Q: 3 clusters Score -2441514 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2441563.750000 Penalty: 5026.269043
	Iteration 52Q: 3 clusters Score -2441564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2441612.750000 Penalty: 5026.269043
	Iteration 53Q: 3 clusters Score -2441613 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2441688.500000 Penalty: 5026.269043
	Iteration 54Q: 3 clusters Score -2441688 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2441754.000000 Penalty: 5026.269043
	Iteration 55Q: 3 clusters Score -2441754 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2441811.000000 Penalty: 5026.269043
	Iteration 56Q: 3 clusters Score -2441811 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2441868.250000 Penalty: 5026.269043
	Iteration 57Q: 3 clusters Score -2441868 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2441917.250000 Penalty: 5026.269043
	Iteration 58Q: 3 clusters Score -2441917 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2441988.500000 Penalty: 5026.269043
	Iteration 59Q: 3 clusters Score -2441988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2442037.250000 Penalty: 5026.269043
	Iteration 60F: 3 clusters Score -2442037 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2442107.250000 Penalty: 5026.269043
	Iteration 61Q: 3 clusters Score -2442107 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2442163.250000 Penalty: 5026.269043
	Iteration 62Q: 3 clusters Score -2442163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2442218.750000 Penalty: 5026.269043
	Iteration 63Q: 3 clusters Score -2442219 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2442282.250000 Penalty: 5026.269043
	Iteration 64Q: 3 clusters Score -2442282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2442347.000000 Penalty: 5026.269043
	Iteration 65Q: 3 clusters Score -2442347 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2442398.750000 Penalty: 5026.269043
	Iteration 66Q: 3 clusters Score -2442399 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2442457.250000 Penalty: 5026.269043
	Iteration 67Q: 3 clusters Score -2442457 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2442549.750000 Penalty: 5026.269043
	Iteration 68Q: 3 clusters Score -2442550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2442611.000000 Penalty: 5026.269043
	Iteration 69Q: 3 clusters Score -2442611 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2442686.500000 Penalty: 5026.269043
	Iteration 70Q: 3 clusters Score -2442686 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2442768.000000 Penalty: 5026.269043
	Iteration 71Q: 3 clusters Score -2442768 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2442856.000000 Penalty: 5026.269043
	Iteration 72Q: 3 clusters Score -2442856 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2442950.750000 Penalty: 5026.269043
	Iteration 73Q: 3 clusters Score -2442951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2443009.750000 Penalty: 5026.269043
	Iteration 74Q: 3 clusters Score -2443010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2443066.250000 Penalty: 5026.269043
	Iteration 75Q: 3 clusters Score -2443066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2443086.750000 Penalty: 5026.269043
	Iteration 76Q: 3 clusters Score -2443087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2443118.000000 Penalty: 5026.269043
	Iteration 77Q: 3 clusters Score -2443118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2443147.000000 Penalty: 5026.269043
	Iteration 78Q: 3 clusters Score -2443147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2443155.750000 Penalty: 5026.269043
	Iteration 79Q: 3 clusters Score -2443156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2443167.750000 Penalty: 5026.269043
	Iteration 80F: 3 clusters Score -2443168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2443184.750000 Penalty: 5026.269043
	Iteration 81Q: 3 clusters Score -2443185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2443211.750000 Penalty: 5026.269043
	Iteration 82Q: 3 clusters Score -2443212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2443225.750000 Penalty: 5026.269043
	Iteration 83Q: 3 clusters Score -2443226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2443252.500000 Penalty: 5026.269043
	Iteration 84Q: 3 clusters Score -2443252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2443274.000000 Penalty: 5026.269043
	Iteration 85Q: 3 clusters Score -2443274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2443282.000000 Penalty: 5026.269043
	Iteration 86Q: 3 clusters Score -2443282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2443297.250000 Penalty: 5026.269043
	Iteration 87Q: 3 clusters Score -2443297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2443300.500000 Penalty: 5026.269043
	Iteration 88Q: 3 clusters Score -2443300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2443300.250000 Penalty: 5026.269043
	Iteration 89Q: 3 clusters Score -2443300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2443313.750000 Penalty: 5026.269043
	Iteration 90Q: 3 clusters Score -2443314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2443316.000000 Penalty: 5026.269043
	Iteration 91Q: 3 clusters Score -2443316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2443317.750000 Penalty: 5026.269043
	Iteration 92Q: 3 clusters Score -2443318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2443325.500000 Penalty: 5026.269043
	Iteration 93Q: 3 clusters Score -2443326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2443327.750000 Penalty: 5026.269043
	Iteration 94Q: 3 clusters Score -2443328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2443337.250000 Penalty: 5026.269043
	Iteration 95Q: 3 clusters Score -2443337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2443338.750000 Penalty: 5026.269043
	Iteration 96Q: 3 clusters Score -2443339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2443343.750000 Penalty: 5026.269043
	Iteration 97Q: 3 clusters Score -2443344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2443347.500000 Penalty: 5026.269043
	Iteration 98Q: 3 clusters Score -2443348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2443348.500000 Penalty: 5026.269043
	Iteration 99Q: 3 clusters Score -2443348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2443350.500000 Penalty: 5026.269043
	Iteration 100F: 3 clusters Score -2443350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2443353.750000 Penalty: 5026.269043
	Iteration 101Q: 3 clusters Score -2443354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2443354.500000 Penalty: 5026.269043
	Iteration 102Q: 3 clusters Score -2443354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2443351.250000 Penalty: 5026.269043
	Iteration 103Q: 3 clusters Score -2443351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2443352.000000 Penalty: 5026.269043
	Iteration 104Q: 3 clusters Score -2443352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2443352.000000 Penalty: 5026.269043
	Iteration 105Q: 3 clusters Score -2443352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2443356.750000 Penalty: 5026.269043
	Iteration 106Q: 3 clusters Score -2443357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2443361.250000 Penalty: 5026.269043
	Iteration 107Q: 3 clusters Score -2443361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2443363.750000 Penalty: 5026.269043
	Iteration 108Q: 3 clusters Score -2443364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2443360.500000 Penalty: 5026.269043
	Iteration 109Q: 3 clusters Score -2443360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2443365.750000 Penalty: 5026.269043
	Iteration 110Q: 3 clusters Score -2443366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2443365.250000 Penalty: 5026.269043
	Iteration 111Q: 3 clusters Score -2443365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2443368.250000 Penalty: 5026.269043
	Iteration 112Q: 3 clusters Score -2443368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2443370.750000 Penalty: 5026.269043
	Iteration 113Q: 3 clusters Score -2443371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2443370.000000 Penalty: 5026.269043
	Iteration 114Q: 3 clusters Score -2443370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2443376.750000 Penalty: 5026.269043
	Iteration 115Q: 3 clusters Score -2443377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2443381.500000 Penalty: 5026.269043
	Iteration 116Q: 3 clusters Score -2443382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2443381.250000 Penalty: 5026.269043
	Iteration 117Q: 3 clusters Score -2443381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2443384.500000 Penalty: 5026.269043
	Iteration 118Q: 3 clusters Score -2443384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2443384.500000 Penalty: 5026.269043
	Iteration 119Q: 3 clusters Score -2443384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2443384.500000 Penalty: 5026.269043
	Iteration 120F: 3 clusters Score -2443384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Entering Unmasked Estep 
Score: -1363353.000000 Penalty: 2389.176514
	Iteration 0F: 2 clusters Score -1363353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1352251.250000 Penalty: 4778.353027
	Iteration 0F: 3 clusters Score -1352251 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1356207.875000 Penalty: 4778.353027
	Iteration 1F: 3 clusters Score -1356208 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1357053.125000 Penalty: 4778.353027
	Iteration 2F: 3 clusters Score -1357053 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1357915.625000 Penalty: 4778.353027
	Iteration 3F: 3 clusters Score -1357916 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1358857.250000 Penalty: 4778.353027
	Iteration 4F: 3 clusters Score -1358857 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1359805.875000 Penalty: 4778.353027
	Iteration 5F: 3 clusters Score -1359806 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1360630.000000 Penalty: 4778.353027
	Iteration 6F: 3 clusters Score -1360630 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1361262.250000 Penalty: 4778.353027
	Iteration 7F: 3 clusters Score -1361262 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1361687.000000 Penalty: 4778.353027
	Iteration 8Q: 3 clusters Score -1361687 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1361970.750000 Penalty: 4778.353027
	Iteration 9Q: 3 clusters Score -1361971 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1362173.375000 Penalty: 4778.353027
	Iteration 10Q: 3 clusters Score -1362173 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1362305.500000 Penalty: 4778.353027
	Iteration 11Q: 3 clusters Score -1362306 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1362408.250000 Penalty: 4778.353027
	Iteration 12Q: 3 clusters Score -1362408 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1362467.375000 Penalty: 4778.353027
	Iteration 13Q: 3 clusters Score -1362467 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1362510.875000 Penalty: 4778.353027
	Iteration 14Q: 3 clusters Score -1362511 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1362543.875000 Penalty: 4778.353027
	Iteration 15Q: 3 clusters Score -1362544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1362572.125000 Penalty: 4778.353027
	Iteration 16Q: 3 clusters Score -1362572 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1362597.625000 Penalty: 4778.353027
	Iteration 17Q: 3 clusters Score -1362598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1362611.750000 Penalty: 4778.353027
	Iteration 18Q: 3 clusters Score -1362612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1362624.000000 Penalty: 4778.353027
	Iteration 19Q: 3 clusters Score -1362624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1362630.875000 Penalty: 4778.353027
	Iteration 20F: 3 clusters Score -1362631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1362632.750000 Penalty: 4778.353027
	Iteration 21Q: 3 clusters Score -1362633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1362635.625000 Penalty: 4778.353027
	Iteration 22Q: 3 clusters Score -1362636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1362642.250000 Penalty: 4778.353027
	Iteration 23Q: 3 clusters Score -1362642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1362644.000000 Penalty: 4778.353027
	Iteration 24Q: 3 clusters Score -1362644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1362645.125000 Penalty: 4778.353027
	Iteration 25Q: 3 clusters Score -1362645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1362650.875000 Penalty: 4778.353027
	Iteration 26Q: 3 clusters Score -1362651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1362648.125000 Penalty: 4778.353027
	Iteration 27Q: 3 clusters Score -1362648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1362655.375000 Penalty: 4778.353027
	Iteration 28Q: 3 clusters Score -1362655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1362654.750000 Penalty: 4778.353027
	Iteration 29Q: 3 clusters Score -1362655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1362652.625000 Penalty: 4778.353027
	Iteration 30Q: 3 clusters Score -1362653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1362652.375000 Penalty: 4778.353027
	Iteration 31Q: 3 clusters Score -1362652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1362654.000000 Penalty: 4778.353027
	Iteration 32Q: 3 clusters Score -1362654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1362653.875000 Penalty: 4778.353027
	Iteration 33Q: 3 clusters Score -1362654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1362653.875000 Penalty: 4778.353027
	Iteration 34F: 3 clusters Score -1362654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Entering Unmasked Estep 
Score: -1362025.375000 Penalty: 2374.337402
	Iteration 0F: 2 clusters Score -1362025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1351584.875000 Penalty: 4748.674805
	Iteration 0F: 3 clusters Score -1351585 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1354955.125000 Penalty: 4748.674805
	Iteration 1F: 3 clusters Score -1354955 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1355532.625000 Penalty: 4748.674805
	Iteration 2F: 3 clusters Score -1355533 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1356143.375000 Penalty: 4748.674805
	Iteration 3F: 3 clusters Score -1356143 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1356785.250000 Penalty: 4748.674805
	Iteration 4F: 3 clusters Score -1356785 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1357390.500000 Penalty: 4748.674805
	Iteration 5F: 3 clusters Score -1357390 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1358003.000000 Penalty: 4748.674805
	Iteration 6F: 3 clusters Score -1358003 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1358489.125000 Penalty: 4748.674805
	Iteration 7F: 3 clusters Score -1358489 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1358834.000000 Penalty: 4748.674805
	Iteration 8Q: 3 clusters Score -1358834 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1359065.875000 Penalty: 4748.674805
	Iteration 9Q: 3 clusters Score -1359066 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1359248.250000 Penalty: 4748.674805
	Iteration 10Q: 3 clusters Score -1359248 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1359378.375000 Penalty: 4748.674805
	Iteration 11Q: 3 clusters Score -1359378 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1359489.125000 Penalty: 4748.674805
	Iteration 12Q: 3 clusters Score -1359489 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1359584.375000 Penalty: 4748.674805
	Iteration 13Q: 3 clusters Score -1359584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1359673.375000 Penalty: 4748.674805
	Iteration 14Q: 3 clusters Score -1359673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1359758.750000 Penalty: 4748.674805
	Iteration 15Q: 3 clusters Score -1359759 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1359828.625000 Penalty: 4748.674805
	Iteration 16Q: 3 clusters Score -1359829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1359878.750000 Penalty: 4748.674805
	Iteration 17Q: 3 clusters Score -1359879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1359935.250000 Penalty: 4748.674805
	Iteration 18Q: 3 clusters Score -1359935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1359975.750000 Penalty: 4748.674805
	Iteration 19Q: 3 clusters Score -1359976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1360009.125000 Penalty: 4748.674805
	Iteration 20F: 3 clusters Score -1360009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1360032.125000 Penalty: 4748.674805
	Iteration 21Q: 3 clusters Score -1360032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1360060.875000 Penalty: 4748.674805
	Iteration 22Q: 3 clusters Score -1360061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1360079.000000 Penalty: 4748.674805
	Iteration 23Q: 3 clusters Score -1360079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1360092.125000 Penalty: 4748.674805
	Iteration 24Q: 3 clusters Score -1360092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1360107.125000 Penalty: 4748.674805
	Iteration 25Q: 3 clusters Score -1360107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1360120.875000 Penalty: 4748.674805
	Iteration 26Q: 3 clusters Score -1360121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1360141.875000 Penalty: 4748.674805
	Iteration 27Q: 3 clusters Score -1360142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1360154.000000 Penalty: 4748.674805
	Iteration 28Q: 3 clusters Score -1360154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1360178.125000 Penalty: 4748.674805
	Iteration 29Q: 3 clusters Score -1360178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1360184.000000 Penalty: 4748.674805
	Iteration 30Q: 3 clusters Score -1360184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1360199.750000 Penalty: 4748.674805
	Iteration 31Q: 3 clusters Score -1360200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1360213.000000 Penalty: 4748.674805
	Iteration 32Q: 3 clusters Score -1360213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1360217.250000 Penalty: 4748.674805
	Iteration 33Q: 3 clusters Score -1360217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1360224.625000 Penalty: 4748.674805
	Iteration 34Q: 3 clusters Score -1360225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1360225.000000 Penalty: 4748.674805
	Iteration 35Q: 3 clusters Score -1360225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1360227.625000 Penalty: 4748.674805
	Iteration 36Q: 3 clusters Score -1360228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1360233.000000 Penalty: 4748.674805
	Iteration 37Q: 3 clusters Score -1360233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1360232.250000 Penalty: 4748.674805
	Iteration 38Q: 3 clusters Score -1360232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1360236.500000 Penalty: 4748.674805
	Iteration 39Q: 3 clusters Score -1360236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1360237.000000 Penalty: 4748.674805
	Iteration 40F: 3 clusters Score -1360237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1360236.375000 Penalty: 4748.674805
	Iteration 41Q: 3 clusters Score -1360236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1360238.375000 Penalty: 4748.674805
	Iteration 42Q: 3 clusters Score -1360238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1360239.875000 Penalty: 4748.674805
	Iteration 43Q: 3 clusters Score -1360240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1360241.875000 Penalty: 4748.674805
	Iteration 44Q: 3 clusters Score -1360242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1360244.125000 Penalty: 4748.674805
	Iteration 45Q: 3 clusters Score -1360244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1360248.375000 Penalty: 4748.674805
	Iteration 46Q: 3 clusters Score -1360248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1360253.875000 Penalty: 4748.674805
	Iteration 47Q: 3 clusters Score -1360254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1360257.500000 Penalty: 4748.674805
	Iteration 48Q: 3 clusters Score -1360258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1360266.125000 Penalty: 4748.674805
	Iteration 49Q: 3 clusters Score -1360266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1360271.250000 Penalty: 4748.674805
	Iteration 50Q: 3 clusters Score -1360271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1360278.375000 Penalty: 4748.674805
	Iteration 51Q: 3 clusters Score -1360278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1360284.125000 Penalty: 4748.674805
	Iteration 52Q: 3 clusters Score -1360284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1360289.750000 Penalty: 4748.674805
	Iteration 53Q: 3 clusters Score -1360290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1360292.750000 Penalty: 4748.674805
	Iteration 54Q: 3 clusters Score -1360293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1360304.500000 Penalty: 4748.674805
	Iteration 55Q: 3 clusters Score -1360304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1360319.125000 Penalty: 4748.674805
	Iteration 56Q: 3 clusters Score -1360319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1360335.000000 Penalty: 4748.674805
	Iteration 57Q: 3 clusters Score -1360335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1360353.125000 Penalty: 4748.674805
	Iteration 58Q: 3 clusters Score -1360353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1360369.375000 Penalty: 4748.674805
	Iteration 59Q: 3 clusters Score -1360369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1360391.000000 Penalty: 4748.674805
	Iteration 60F: 3 clusters Score -1360391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1360406.750000 Penalty: 4748.674805
	Iteration 61Q: 3 clusters Score -1360407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1360427.125000 Penalty: 4748.674805
	Iteration 62Q: 3 clusters Score -1360427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1360440.125000 Penalty: 4748.674805
	Iteration 63Q: 3 clusters Score -1360440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1360448.250000 Penalty: 4748.674805
	Iteration 64Q: 3 clusters Score -1360448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1360450.875000 Penalty: 4748.674805
	Iteration 65Q: 3 clusters Score -1360451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1360457.375000 Penalty: 4748.674805
	Iteration 66Q: 3 clusters Score -1360457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1360463.125000 Penalty: 4748.674805
	Iteration 67Q: 3 clusters Score -1360463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1360467.000000 Penalty: 4748.674805
	Iteration 68Q: 3 clusters Score -1360467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1360469.750000 Penalty: 4748.674805
	Iteration 69Q: 3 clusters Score -1360470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1360471.500000 Penalty: 4748.674805
	Iteration 70Q: 3 clusters Score -1360472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1360472.375000 Penalty: 4748.674805
	Iteration 71Q: 3 clusters Score -1360472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1360473.125000 Penalty: 4748.674805
	Iteration 72Q: 3 clusters Score -1360473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1360477.250000 Penalty: 4748.674805
	Iteration 73Q: 3 clusters Score -1360477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1360477.750000 Penalty: 4748.674805
	Iteration 74Q: 3 clusters Score -1360478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1360478.250000 Penalty: 4748.674805
	Iteration 75Q: 3 clusters Score -1360478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1360484.125000 Penalty: 4748.674805
	Iteration 76Q: 3 clusters Score -1360484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1360482.000000 Penalty: 4748.674805
	Iteration 77Q: 3 clusters Score -1360482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1360483.625000 Penalty: 4748.674805
	Iteration 78Q: 3 clusters Score -1360484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1360486.375000 Penalty: 4748.674805
	Iteration 79Q: 3 clusters Score -1360486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1360486.500000 Penalty: 4748.674805
	Iteration 80F: 3 clusters Score -1360486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Entering Unmasked Estep 
Score: -9434312.000000 Penalty: 2847.592773
	Iteration 0F: 2 clusters Score -9434312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -9369370.000000 Penalty: 5695.185547
	Iteration 0F: 3 clusters Score -9369370 nChanged 45791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9395807.000000 Penalty: 5695.185547
	Iteration 1F: 3 clusters Score -9395807 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -9396891.000000 Penalty: 5695.185547
	Iteration 2Q: 3 clusters Score -9396891 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -9398209.000000 Penalty: 5695.185547
	Iteration 3Q: 3 clusters Score -9398209 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -9399621.000000 Penalty: 5695.185547
	Iteration 4Q: 3 clusters Score -9399621 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -9401350.000000 Penalty: 5695.185547
	Iteration 5Q: 3 clusters Score -9401350 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -9403423.000000 Penalty: 5695.185547
	Iteration 6Q: 3 clusters Score -9403423 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9405861.000000 Penalty: 5695.185547
	Iteration 7F: 3 clusters Score -9405861 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -9408457.000000 Penalty: 5695.185547
	Iteration 8F: 3 clusters Score -9408457 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -9411651.000000 Penalty: 5695.185547
	Iteration 9F: 3 clusters Score -9411651 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -9415306.000000 Penalty: 5695.185547
	Iteration 10F: 3 clusters Score -9415306 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -9419150.000000 Penalty: 5695.185547
	Iteration 11F: 3 clusters Score -9419150 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -9422891.000000 Penalty: 5695.185547
	Iteration 12F: 3 clusters Score -9422891 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -9426126.000000 Penalty: 5695.185547
	Iteration 13Q: 3 clusters Score -9426126 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -9428513.000000 Penalty: 5695.185547
	Iteration 14Q: 3 clusters Score -9428513 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9430106.000000 Penalty: 5695.185547
	Iteration 15Q: 3 clusters Score -9430106 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9430961.000000 Penalty: 5695.185547
	Iteration 16Q: 3 clusters Score -9430961 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9431447.000000 Penalty: 5695.185547
	Iteration 17Q: 3 clusters Score -9431447 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9431667.000000 Penalty: 5695.185547
	Iteration 18Q: 3 clusters Score -9431667 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9431805.000000 Penalty: 5695.185547
	Iteration 19Q: 3 clusters Score -9431805 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9431921.000000 Penalty: 5695.185547
	Iteration 20F: 3 clusters Score -9431921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9431956.000000 Penalty: 5695.185547
	Iteration 21Q: 3 clusters Score -9431956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9431990.000000 Penalty: 5695.185547
	Iteration 22Q: 3 clusters Score -9431990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9432014.000000 Penalty: 5695.185547
	Iteration 23Q: 3 clusters Score -9432014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9432022.000000 Penalty: 5695.185547
	Iteration 24Q: 3 clusters Score -9432022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9432040.000000 Penalty: 5695.185547
	Iteration 25Q: 3 clusters Score -9432040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9432037.000000 Penalty: 5695.185547
	Iteration 26Q: 3 clusters Score -9432037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9432058.000000 Penalty: 5695.185547
	Iteration 27Q: 3 clusters Score -9432058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9432062.000000 Penalty: 5695.185547
	Iteration 28Q: 3 clusters Score -9432062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9432067.000000 Penalty: 5695.185547
	Iteration 29Q: 3 clusters Score -9432067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9432067.000000 Penalty: 5695.185547
	Iteration 30Q: 3 clusters Score -9432067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9432078.000000 Penalty: 5695.185547
	Iteration 31Q: 3 clusters Score -9432078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9432088.000000 Penalty: 5695.185547
	Iteration 32Q: 3 clusters Score -9432088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9432083.000000 Penalty: 5695.185547
	Iteration 33Q: 3 clusters Score -9432083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9432094.000000 Penalty: 5695.185547
	Iteration 34Q: 3 clusters Score -9432094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9432090.000000 Penalty: 5695.185547
	Iteration 35Q: 3 clusters Score -9432090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9432094.000000 Penalty: 5695.185547
	Iteration 36Q: 3 clusters Score -9432094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9432083.000000 Penalty: 5695.185547
	Iteration 37Q: 3 clusters Score -9432083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9432085.000000 Penalty: 5695.185547
	Iteration 38Q: 3 clusters Score -9432085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9432090.000000 Penalty: 5695.185547
	Iteration 39Q: 3 clusters Score -9432090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9432096.000000 Penalty: 5695.185547
	Iteration 40F: 3 clusters Score -9432096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9432091.000000 Penalty: 5695.185547
	Iteration 41Q: 3 clusters Score -9432091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9432091.000000 Penalty: 5695.185547
	Iteration 42Q: 3 clusters Score -9432091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9432094.000000 Penalty: 5695.185547
	Iteration 43Q: 3 clusters Score -9432094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9432099.000000 Penalty: 5695.185547
	Iteration 44Q: 3 clusters Score -9432099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9432099.000000 Penalty: 5695.185547
	Iteration 45Q: 3 clusters Score -9432099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9432100.000000 Penalty: 5695.185547
	Iteration 46Q: 3 clusters Score -9432100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9432101.000000 Penalty: 5695.185547
	Iteration 47Q: 3 clusters Score -9432101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9432101.000000 Penalty: 5695.185547
	Iteration 48F: 3 clusters Score -9432101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Entering Unmasked Estep 
Score: -1981323.750000 Penalty: 2454.072998
	Iteration 0F: 2 clusters Score -1981324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1967407.125000 Penalty: 4908.145996
	Iteration 0F: 3 clusters Score -1967407 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1972190.875000 Penalty: 4908.145996
	Iteration 1F: 3 clusters Score -1972191 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1972633.750000 Penalty: 4908.145996
	Iteration 2F: 3 clusters Score -1972634 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1972965.250000 Penalty: 4908.145996
	Iteration 3Q: 3 clusters Score -1972965 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1973274.875000 Penalty: 4908.145996
	Iteration 4Q: 3 clusters Score -1973275 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1973546.625000 Penalty: 4908.145996
	Iteration 5Q: 3 clusters Score -1973547 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1973870.625000 Penalty: 4908.145996
	Iteration 6Q: 3 clusters Score -1973871 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1974254.750000 Penalty: 4908.145996
	Iteration 7Q: 3 clusters Score -1974255 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1974752.250000 Penalty: 4908.145996
	Iteration 8Q: 3 clusters Score -1974752 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1975376.750000 Penalty: 4908.145996
	Iteration 9Q: 3 clusters Score -1975377 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1976158.625000 Penalty: 4908.145996
	Iteration 10F: 3 clusters Score -1976159 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1976985.000000 Penalty: 4908.145996
	Iteration 11F: 3 clusters Score -1976985 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1977750.000000 Penalty: 4908.145996
	Iteration 12Q: 3 clusters Score -1977750 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1978298.375000 Penalty: 4908.145996
	Iteration 13Q: 3 clusters Score -1978298 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1978655.000000 Penalty: 4908.145996
	Iteration 14Q: 3 clusters Score -1978655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1978866.875000 Penalty: 4908.145996
	Iteration 15Q: 3 clusters Score -1978867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1978990.500000 Penalty: 4908.145996
	Iteration 16Q: 3 clusters Score -1978990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1979078.000000 Penalty: 4908.145996
	Iteration 17Q: 3 clusters Score -1979078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1979122.875000 Penalty: 4908.145996
	Iteration 18Q: 3 clusters Score -1979123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1979152.875000 Penalty: 4908.145996
	Iteration 19Q: 3 clusters Score -1979153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1979175.500000 Penalty: 4908.145996
	Iteration 20F: 3 clusters Score -1979176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1979191.375000 Penalty: 4908.145996
	Iteration 21Q: 3 clusters Score -1979191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1979204.750000 Penalty: 4908.145996
	Iteration 22Q: 3 clusters Score -1979205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1979211.875000 Penalty: 4908.145996
	Iteration 23Q: 3 clusters Score -1979212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1979213.625000 Penalty: 4908.145996
	Iteration 24Q: 3 clusters Score -1979214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -1979227.500000 Penalty: 4908.145996
	Iteration 25Q: 3 clusters Score -1979228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1979229.500000 Penalty: 4908.145996
	Iteration 26Q: 3 clusters Score -1979230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1979242.125000 Penalty: 4908.145996
	Iteration 27Q: 3 clusters Score -1979242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1979247.375000 Penalty: 4908.145996
	Iteration 28Q: 3 clusters Score -1979247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1979253.375000 Penalty: 4908.145996
	Iteration 29Q: 3 clusters Score -1979253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1979261.375000 Penalty: 4908.145996
	Iteration 30Q: 3 clusters Score -1979261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1979262.625000 Penalty: 4908.145996
	Iteration 31Q: 3 clusters Score -1979263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1979268.500000 Penalty: 4908.145996
	Iteration 32Q: 3 clusters Score -1979268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1979268.250000 Penalty: 4908.145996
	Iteration 33Q: 3 clusters Score -1979268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1979272.375000 Penalty: 4908.145996
	Iteration 34Q: 3 clusters Score -1979272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1979278.125000 Penalty: 4908.145996
	Iteration 35Q: 3 clusters Score -1979278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1979280.125000 Penalty: 4908.145996
	Iteration 36Q: 3 clusters Score -1979280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1979283.375000 Penalty: 4908.145996
	Iteration 37Q: 3 clusters Score -1979283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1979284.875000 Penalty: 4908.145996
	Iteration 38Q: 3 clusters Score -1979285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1979290.875000 Penalty: 4908.145996
	Iteration 39Q: 3 clusters Score -1979291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1979294.375000 Penalty: 4908.145996
	Iteration 40F: 3 clusters Score -1979294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1979293.875000 Penalty: 4908.145996
	Iteration 41Q: 3 clusters Score -1979294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1979293.875000 Penalty: 4908.145996
	Iteration 42F: 3 clusters Score -1979294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -810648.812500 Penalty: 2253.109131
	Iteration 0F: 2 clusters Score -810648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -803709.062500 Penalty: 4506.218262
	Iteration 0F: 3 clusters Score -803709.1 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -805812.187500 Penalty: 4506.218262
	Iteration 1F: 3 clusters Score -805812.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -806460.937500 Penalty: 4506.218262
	Iteration 2F: 3 clusters Score -806460.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -807235.062500 Penalty: 4506.218262
	Iteration 3F: 3 clusters Score -807235.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -808049.437500 Penalty: 4506.218262
	Iteration 4F: 3 clusters Score -808049.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -808619.812500 Penalty: 4506.218262
	Iteration 5F: 3 clusters Score -808619.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -808957.125000 Penalty: 4506.218262
	Iteration 6F: 3 clusters Score -808957.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -809158.625000 Penalty: 4506.218262
	Iteration 7Q: 3 clusters Score -809158.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -809273.750000 Penalty: 4506.218262
	Iteration 8Q: 3 clusters Score -809273.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -809354.312500 Penalty: 4506.218262
	Iteration 9Q: 3 clusters Score -809354.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -809412.687500 Penalty: 4506.218262
	Iteration 10Q: 3 clusters Score -809412.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -809466.312500 Penalty: 4506.218262
	Iteration 11Q: 3 clusters Score -809466.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -809505.250000 Penalty: 4506.218262
	Iteration 12Q: 3 clusters Score -809505.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -809531.937500 Penalty: 4506.218262
	Iteration 13Q: 3 clusters Score -809531.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -809553.812500 Penalty: 4506.218262
	Iteration 14Q: 3 clusters Score -809553.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -809586.875000 Penalty: 4506.218262
	Iteration 15Q: 3 clusters Score -809586.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -809609.125000 Penalty: 4506.218262
	Iteration 16Q: 3 clusters Score -809609.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -809628.750000 Penalty: 4506.218262
	Iteration 17Q: 3 clusters Score -809628.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -809637.250000 Penalty: 4506.218262
	Iteration 18Q: 3 clusters Score -809637.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -809643.250000 Penalty: 4506.218262
	Iteration 19Q: 3 clusters Score -809643.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -809655.625000 Penalty: 4506.218262
	Iteration 20F: 3 clusters Score -809655.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -809661.937500 Penalty: 4506.218262
	Iteration 21Q: 3 clusters Score -809661.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -809672.437500 Penalty: 4506.218262
	Iteration 22Q: 3 clusters Score -809672.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -809678.687500 Penalty: 4506.218262
	Iteration 23Q: 3 clusters Score -809678.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -809687.125000 Penalty: 4506.218262
	Iteration 24Q: 3 clusters Score -809687.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -809696.812500 Penalty: 4506.218262
	Iteration 25Q: 3 clusters Score -809696.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -809701.062500 Penalty: 4506.218262
	Iteration 26Q: 3 clusters Score -809701.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -809708.500000 Penalty: 4506.218262
	Iteration 27Q: 3 clusters Score -809708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -809717.312500 Penalty: 4506.218262
	Iteration 28Q: 3 clusters Score -809717.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -809724.875000 Penalty: 4506.218262
	Iteration 29Q: 3 clusters Score -809724.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -809732.687500 Penalty: 4506.218262
	Iteration 30Q: 3 clusters Score -809732.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -809738.625000 Penalty: 4506.218262
	Iteration 31Q: 3 clusters Score -809738.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -809746.250000 Penalty: 4506.218262
	Iteration 32Q: 3 clusters Score -809746.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -809752.437500 Penalty: 4506.218262
	Iteration 33Q: 3 clusters Score -809752.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -809759.125000 Penalty: 4506.218262
	Iteration 34Q: 3 clusters Score -809759.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -809765.812500 Penalty: 4506.218262
	Iteration 35Q: 3 clusters Score -809765.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -809770.500000 Penalty: 4506.218262
	Iteration 36Q: 3 clusters Score -809770.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -809776.687500 Penalty: 4506.218262
	Iteration 37Q: 3 clusters Score -809776.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -809782.500000 Penalty: 4506.218262
	Iteration 38Q: 3 clusters Score -809782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -809784.562500 Penalty: 4506.218262
	Iteration 39Q: 3 clusters Score -809784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -809787.125000 Penalty: 4506.218262
	Iteration 40F: 3 clusters Score -809787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -809790.062500 Penalty: 4506.218262
	Iteration 41Q: 3 clusters Score -809790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -809792.500000 Penalty: 4506.218262
	Iteration 42Q: 3 clusters Score -809792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -809794.125000 Penalty: 4506.218262
	Iteration 43Q: 3 clusters Score -809794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -809793.875000 Penalty: 4506.218262
	Iteration 44Q: 3 clusters Score -809793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -809793.500000 Penalty: 4506.218262
	Iteration 45Q: 3 clusters Score -809793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -809797.562500 Penalty: 4506.218262
	Iteration 46Q: 3 clusters Score -809797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -809797.125000 Penalty: 4506.218262
	Iteration 47Q: 3 clusters Score -809797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -809796.812500 Penalty: 4506.218262
	Iteration 48Q: 3 clusters Score -809796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -809796.812500 Penalty: 4506.218262
	Iteration 49F: 3 clusters Score -809796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Entering Unmasked Estep 
Score: -1715864.125000 Penalty: 2433.220215
	Iteration 0F: 2 clusters Score -1715864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1702947.500000 Penalty: 4866.440430
	Iteration 0F: 3 clusters Score -1702948 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1707181.625000 Penalty: 4866.440430
	Iteration 1F: 3 clusters Score -1707182 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1707633.000000 Penalty: 4866.440430
	Iteration 2F: 3 clusters Score -1707633 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1708047.375000 Penalty: 4866.440430
	Iteration 3F: 3 clusters Score -1708047 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1708456.750000 Penalty: 4866.440430
	Iteration 4Q: 3 clusters Score -1708457 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1708829.750000 Penalty: 4866.440430
	Iteration 5Q: 3 clusters Score -1708830 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1709127.500000 Penalty: 4866.440430
	Iteration 6Q: 3 clusters Score -1709128 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1709384.125000 Penalty: 4866.440430
	Iteration 7Q: 3 clusters Score -1709384 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1709628.875000 Penalty: 4866.440430
	Iteration 8Q: 3 clusters Score -1709629 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1709879.125000 Penalty: 4866.440430
	Iteration 9Q: 3 clusters Score -1709879 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1710152.250000 Penalty: 4866.440430
	Iteration 10Q: 3 clusters Score -1710152 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1710400.625000 Penalty: 4866.440430
	Iteration 11Q: 3 clusters Score -1710401 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1710616.250000 Penalty: 4866.440430
	Iteration 12Q: 3 clusters Score -1710616 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1710847.250000 Penalty: 4866.440430
	Iteration 13Q: 3 clusters Score -1710847 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1711048.125000 Penalty: 4866.440430
	Iteration 14Q: 3 clusters Score -1711048 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1711246.125000 Penalty: 4866.440430
	Iteration 15Q: 3 clusters Score -1711246 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1711429.875000 Penalty: 4866.440430
	Iteration 16Q: 3 clusters Score -1711430 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1711585.625000 Penalty: 4866.440430
	Iteration 17Q: 3 clusters Score -1711586 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1711707.875000 Penalty: 4866.440430
	Iteration 18Q: 3 clusters Score -1711708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1711814.875000 Penalty: 4866.440430
	Iteration 19Q: 3 clusters Score -1711815 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1711902.000000 Penalty: 4866.440430
	Iteration 20F: 3 clusters Score -1711902 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1711986.125000 Penalty: 4866.440430
	Iteration 21Q: 3 clusters Score -1711986 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1712058.625000 Penalty: 4866.440430
	Iteration 22Q: 3 clusters Score -1712059 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1712128.750000 Penalty: 4866.440430
	Iteration 23Q: 3 clusters Score -1712129 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1712191.250000 Penalty: 4866.440430
	Iteration 24Q: 3 clusters Score -1712191 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1712270.125000 Penalty: 4866.440430
	Iteration 25Q: 3 clusters Score -1712270 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1712335.500000 Penalty: 4866.440430
	Iteration 26Q: 3 clusters Score -1712336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1712406.125000 Penalty: 4866.440430
	Iteration 27Q: 3 clusters Score -1712406 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1712471.125000 Penalty: 4866.440430
	Iteration 28Q: 3 clusters Score -1712471 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1712548.000000 Penalty: 4866.440430
	Iteration 29Q: 3 clusters Score -1712548 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1712605.500000 Penalty: 4866.440430
	Iteration 30Q: 3 clusters Score -1712606 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1712690.375000 Penalty: 4866.440430
	Iteration 31Q: 3 clusters Score -1712690 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1712773.250000 Penalty: 4866.440430
	Iteration 32Q: 3 clusters Score -1712773 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1712851.250000 Penalty: 4866.440430
	Iteration 33Q: 3 clusters Score -1712851 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1712953.125000 Penalty: 4866.440430
	Iteration 34Q: 3 clusters Score -1712953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1713029.000000 Penalty: 4866.440430
	Iteration 35Q: 3 clusters Score -1713029 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1713117.250000 Penalty: 4866.440430
	Iteration 36Q: 3 clusters Score -1713117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1713186.375000 Penalty: 4866.440430
	Iteration 37Q: 3 clusters Score -1713186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1713240.875000 Penalty: 4866.440430
	Iteration 38Q: 3 clusters Score -1713241 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1713316.500000 Penalty: 4866.440430
	Iteration 39Q: 3 clusters Score -1713316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1713395.750000 Penalty: 4866.440430
	Iteration 40F: 3 clusters Score -1713396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1713451.500000 Penalty: 4866.440430
	Iteration 41Q: 3 clusters Score -1713452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1713499.125000 Penalty: 4866.440430
	Iteration 42Q: 3 clusters Score -1713499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1713535.375000 Penalty: 4866.440430
	Iteration 43Q: 3 clusters Score -1713535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1713559.250000 Penalty: 4866.440430
	Iteration 44Q: 3 clusters Score -1713559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1713582.125000 Penalty: 4866.440430
	Iteration 45Q: 3 clusters Score -1713582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1713599.125000 Penalty: 4866.440430
	Iteration 46Q: 3 clusters Score -1713599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1713603.000000 Penalty: 4866.440430
	Iteration 47Q: 3 clusters Score -1713603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1713615.125000 Penalty: 4866.440430
	Iteration 48Q: 3 clusters Score -1713615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1713627.125000 Penalty: 4866.440430
	Iteration 49Q: 3 clusters Score -1713627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1713638.250000 Penalty: 4866.440430
	Iteration 50Q: 3 clusters Score -1713638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1713651.125000 Penalty: 4866.440430
	Iteration 51Q: 3 clusters Score -1713651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1713662.500000 Penalty: 4866.440430
	Iteration 52Q: 3 clusters Score -1713662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1713671.875000 Penalty: 4866.440430
	Iteration 53Q: 3 clusters Score -1713672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1713688.125000 Penalty: 4866.440430
	Iteration 54Q: 3 clusters Score -1713688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1713701.375000 Penalty: 4866.440430
	Iteration 55Q: 3 clusters Score -1713701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1713710.625000 Penalty: 4866.440430
	Iteration 56Q: 3 clusters Score -1713711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1713722.125000 Penalty: 4866.440430
	Iteration 57Q: 3 clusters Score -1713722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1713729.875000 Penalty: 4866.440430
	Iteration 58Q: 3 clusters Score -1713730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1713740.625000 Penalty: 4866.440430
	Iteration 59Q: 3 clusters Score -1713741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1713745.875000 Penalty: 4866.440430
	Iteration 60F: 3 clusters Score -1713746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1713754.500000 Penalty: 4866.440430
	Iteration 61Q: 3 clusters Score -1713754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1713761.750000 Penalty: 4866.440430
	Iteration 62Q: 3 clusters Score -1713762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1713769.125000 Penalty: 4866.440430
	Iteration 63Q: 3 clusters Score -1713769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1713773.875000 Penalty: 4866.440430
	Iteration 64Q: 3 clusters Score -1713774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1713781.750000 Penalty: 4866.440430
	Iteration 65Q: 3 clusters Score -1713782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1713789.625000 Penalty: 4866.440430
	Iteration 66Q: 3 clusters Score -1713790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1713796.750000 Penalty: 4866.440430
	Iteration 67Q: 3 clusters Score -1713797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1713805.500000 Penalty: 4866.440430
	Iteration 68Q: 3 clusters Score -1713806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1713810.375000 Penalty: 4866.440430
	Iteration 69Q: 3 clusters Score -1713810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1713809.875000 Penalty: 4866.440430
	Iteration 70Q: 3 clusters Score -1713810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1713819.125000 Penalty: 4866.440430
	Iteration 71Q: 3 clusters Score -1713819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1713822.000000 Penalty: 4866.440430
	Iteration 72Q: 3 clusters Score -1713822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1713832.250000 Penalty: 4866.440430
	Iteration 73Q: 3 clusters Score -1713832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1713832.750000 Penalty: 4866.440430
	Iteration 74Q: 3 clusters Score -1713833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1713835.250000 Penalty: 4866.440430
	Iteration 75Q: 3 clusters Score -1713835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1713833.625000 Penalty: 4866.440430
	Iteration 76Q: 3 clusters Score -1713834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1713835.750000 Penalty: 4866.440430
	Iteration 77Q: 3 clusters Score -1713836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1713838.000000 Penalty: 4866.440430
	Iteration 78Q: 3 clusters Score -1713838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1713838.875000 Penalty: 4866.440430
	Iteration 79Q: 3 clusters Score -1713839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1713839.500000 Penalty: 4866.440430
	Iteration 80F: 3 clusters Score -1713840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1713842.750000 Penalty: 4866.440430
	Iteration 81Q: 3 clusters Score -1713843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1713843.500000 Penalty: 4866.440430
	Iteration 82Q: 3 clusters Score -1713844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1713843.750000 Penalty: 4866.440430
	Iteration 83Q: 3 clusters Score -1713844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1713844.500000 Penalty: 4866.440430
	Iteration 84Q: 3 clusters Score -1713844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1713844.500000 Penalty: 4866.440430
	Iteration 85F: 3 clusters Score -1713844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -575312.875000 Penalty: 2145.627441
	Iteration 0F: 2 clusters Score -575312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -570388.750000 Penalty: 4291.254883
	Iteration 0F: 3 clusters Score -570388.8 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -571512.500000 Penalty: 4291.254883
	Iteration 1F: 3 clusters Score -571512.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -571762.062500 Penalty: 4291.254883
	Iteration 2F: 3 clusters Score -571762.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -571950.375000 Penalty: 4291.254883
	Iteration 3F: 3 clusters Score -571950.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -572117.875000 Penalty: 4291.254883
	Iteration 4Q: 3 clusters Score -572117.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -572312.062500 Penalty: 4291.254883
	Iteration 5Q: 3 clusters Score -572312.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -572564.687500 Penalty: 4291.254883
	Iteration 6Q: 3 clusters Score -572564.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -572833.312500 Penalty: 4291.254883
	Iteration 7F: 3 clusters Score -572833.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -573064.125000 Penalty: 4291.254883
	Iteration 8F: 3 clusters Score -573064.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -573222.875000 Penalty: 4291.254883
	Iteration 9Q: 3 clusters Score -573222.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -573327.875000 Penalty: 4291.254883
	Iteration 10Q: 3 clusters Score -573327.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -573417.187500 Penalty: 4291.254883
	Iteration 11Q: 3 clusters Score -573417.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -573492.187500 Penalty: 4291.254883
	Iteration 12Q: 3 clusters Score -573492.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -573548.062500 Penalty: 4291.254883
	Iteration 13Q: 3 clusters Score -573548.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -573586.562500 Penalty: 4291.254883
	Iteration 14Q: 3 clusters Score -573586.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -573620.250000 Penalty: 4291.254883
	Iteration 15Q: 3 clusters Score -573620.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -573641.625000 Penalty: 4291.254883
	Iteration 16Q: 3 clusters Score -573641.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -573661.562500 Penalty: 4291.254883
	Iteration 17Q: 3 clusters Score -573661.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -573682.375000 Penalty: 4291.254883
	Iteration 18Q: 3 clusters Score -573682.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -573694.187500 Penalty: 4291.254883
	Iteration 19Q: 3 clusters Score -573694.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -573707.875000 Penalty: 4291.254883
	Iteration 20F: 3 clusters Score -573707.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -573718.312500 Penalty: 4291.254883
	Iteration 21Q: 3 clusters Score -573718.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -573724.187500 Penalty: 4291.254883
	Iteration 22Q: 3 clusters Score -573724.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -573733.687500 Penalty: 4291.254883
	Iteration 23Q: 3 clusters Score -573733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -573737.750000 Penalty: 4291.254883
	Iteration 24Q: 3 clusters Score -573737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -573740.062500 Penalty: 4291.254883
	Iteration 25Q: 3 clusters Score -573740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -573741.375000 Penalty: 4291.254883
	Iteration 26Q: 3 clusters Score -573741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -573742.062500 Penalty: 4291.254883
	Iteration 27Q: 3 clusters Score -573742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -573744.062500 Penalty: 4291.254883
	Iteration 28Q: 3 clusters Score -573744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -573745.687500 Penalty: 4291.254883
	Iteration 29Q: 3 clusters Score -573745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -573748.062500 Penalty: 4291.254883
	Iteration 30Q: 3 clusters Score -573748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -573748.062500 Penalty: 4291.254883
	Iteration 31Q: 3 clusters Score -573748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -573748.687500 Penalty: 4291.254883
	Iteration 32Q: 3 clusters Score -573748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -573748.125000 Penalty: 4291.254883
	Iteration 33Q: 3 clusters Score -573748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -573747.625000 Penalty: 4291.254883
	Iteration 34Q: 3 clusters Score -573747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -573748.312500 Penalty: 4291.254883
	Iteration 35Q: 3 clusters Score -573748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -573749.000000 Penalty: 4291.254883
	Iteration 36Q: 3 clusters Score -573749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -573749.312500 Penalty: 4291.254883
	Iteration 37Q: 3 clusters Score -573749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -573749.625000 Penalty: 4291.254883
	Iteration 38Q: 3 clusters Score -573749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -573751.437500 Penalty: 4291.254883
	Iteration 39Q: 3 clusters Score -573751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -573752.187500 Penalty: 4291.254883
	Iteration 40F: 3 clusters Score -573752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -573753.375000 Penalty: 4291.254883
	Iteration 41Q: 3 clusters Score -573753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -573753.375000 Penalty: 4291.254883
	Iteration 42F: 3 clusters Score -573753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -680731.375000 Penalty: 2189.357422
	Iteration 0F: 2 clusters Score -680731.4 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 3431 members 
Entering Unmasked Estep 
Score: -675049.875000 Penalty: 4378.714844
	Iteration 0F: 3 clusters Score -675049.9 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -676476.625000 Penalty: 4378.714844
	Iteration 1F: 3 clusters Score -676476.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -676741.625000 Penalty: 4378.714844
	Iteration 2F: 3 clusters Score -676741.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -676940.187500 Penalty: 4378.714844
	Iteration 3F: 3 clusters Score -676940.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -677085.187500 Penalty: 4378.714844
	Iteration 4Q: 3 clusters Score -677085.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -677202.187500 Penalty: 4378.714844
	Iteration 5Q: 3 clusters Score -677202.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -677310.312500 Penalty: 4378.714844
	Iteration 6Q: 3 clusters Score -677310.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -677414.125000 Penalty: 4378.714844
	Iteration 7Q: 3 clusters Score -677414.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -677498.812500 Penalty: 4378.714844
	Iteration 8Q: 3 clusters Score -677498.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -677561.625000 Penalty: 4378.714844
	Iteration 9Q: 3 clusters Score -677561.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -677617.937500 Penalty: 4378.714844
	Iteration 10Q: 3 clusters Score -677617.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -677680.500000 Penalty: 4378.714844
	Iteration 11Q: 3 clusters Score -677680.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -677746.187500 Penalty: 4378.714844
	Iteration 12Q: 3 clusters Score -677746.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -677813.187500 Penalty: 4378.714844
	Iteration 13Q: 3 clusters Score -677813.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -677873.562500 Penalty: 4378.714844
	Iteration 14Q: 3 clusters Score -677873.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -677938.562500 Penalty: 4378.714844
	Iteration 15Q: 3 clusters Score -677938.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -678002.562500 Penalty: 4378.714844
	Iteration 16Q: 3 clusters Score -678002.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -678078.812500 Penalty: 4378.714844
	Iteration 17Q: 3 clusters Score -678078.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -678154.437500 Penalty: 4378.714844
	Iteration 18Q: 3 clusters Score -678154.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -678226.812500 Penalty: 4378.714844
	Iteration 19Q: 3 clusters Score -678226.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -678298.375000 Penalty: 4378.714844
	Iteration 20F: 3 clusters Score -678298.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -678365.187500 Penalty: 4378.714844
	Iteration 21Q: 3 clusters Score -678365.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -678430.062500 Penalty: 4378.714844
	Iteration 22Q: 3 clusters Score -678430.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -678489.062500 Penalty: 4378.714844
	Iteration 23Q: 3 clusters Score -678489.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -678552.250000 Penalty: 4378.714844
	Iteration 24Q: 3 clusters Score -678552.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -678614.250000 Penalty: 4378.714844
	Iteration 25Q: 3 clusters Score -678614.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -678671.687500 Penalty: 4378.714844
	Iteration 26Q: 3 clusters Score -678671.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -678719.437500 Penalty: 4378.714844
	Iteration 27Q: 3 clusters Score -678719.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -678764.750000 Penalty: 4378.714844
	Iteration 28Q: 3 clusters Score -678764.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -678801.250000 Penalty: 4378.714844
	Iteration 29Q: 3 clusters Score -678801.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -678832.250000 Penalty: 4378.714844
	Iteration 30Q: 3 clusters Score -678832.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -678864.250000 Penalty: 4378.714844
	Iteration 31Q: 3 clusters Score -678864.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -678896.437500 Penalty: 4378.714844
	Iteration 32Q: 3 clusters Score -678896.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -678928.562500 Penalty: 4378.714844
	Iteration 33Q: 3 clusters Score -678928.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -678963.500000 Penalty: 4378.714844
	Iteration 34Q: 3 clusters Score -678963.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -678994.250000 Penalty: 4378.714844
	Iteration 35Q: 3 clusters Score -678994.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -679027.500000 Penalty: 4378.714844
	Iteration 36Q: 3 clusters Score -679027.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -679055.500000 Penalty: 4378.714844
	Iteration 37Q: 3 clusters Score -679055.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -679077.687500 Penalty: 4378.714844
	Iteration 38Q: 3 clusters Score -679077.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -679103.812500 Penalty: 4378.714844
	Iteration 39Q: 3 clusters Score -679103.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -679127.875000 Penalty: 4378.714844
	Iteration 40F: 3 clusters Score -679127.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -679145.000000 Penalty: 4378.714844
	Iteration 41Q: 3 clusters Score -679145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -679166.437500 Penalty: 4378.714844
	Iteration 42Q: 3 clusters Score -679166.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -679181.000000 Penalty: 4378.714844
	Iteration 43Q: 3 clusters Score -679181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -679187.250000 Penalty: 4378.714844
	Iteration 44Q: 3 clusters Score -679187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -679195.312500 Penalty: 4378.714844
	Iteration 45Q: 3 clusters Score -679195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -679197.687500 Penalty: 4378.714844
	Iteration 46Q: 3 clusters Score -679197.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -679201.875000 Penalty: 4378.714844
	Iteration 47Q: 3 clusters Score -679201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -679204.250000 Penalty: 4378.714844
	Iteration 48Q: 3 clusters Score -679204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -679207.000000 Penalty: 4378.714844
	Iteration 49Q: 3 clusters Score -679207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -679209.312500 Penalty: 4378.714844
	Iteration 50Q: 3 clusters Score -679209.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -679211.500000 Penalty: 4378.714844
	Iteration 51Q: 3 clusters Score -679211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -679214.375000 Penalty: 4378.714844
	Iteration 52Q: 3 clusters Score -679214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -679215.687500 Penalty: 4378.714844
	Iteration 53Q: 3 clusters Score -679215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -679218.625000 Penalty: 4378.714844
	Iteration 54Q: 3 clusters Score -679218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -679221.312500 Penalty: 4378.714844
	Iteration 55Q: 3 clusters Score -679221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -679224.500000 Penalty: 4378.714844
	Iteration 56Q: 3 clusters Score -679224.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -679228.937500 Penalty: 4378.714844
	Iteration 57Q: 3 clusters Score -679228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -679231.687500 Penalty: 4378.714844
	Iteration 58Q: 3 clusters Score -679231.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -679233.625000 Penalty: 4378.714844
	Iteration 59Q: 3 clusters Score -679233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -679234.250000 Penalty: 4378.714844
	Iteration 60F: 3 clusters Score -679234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -679235.500000 Penalty: 4378.714844
	Iteration 61Q: 3 clusters Score -679235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -679235.000000 Penalty: 4378.714844
	Iteration 62Q: 3 clusters Score -679235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -679235.375000 Penalty: 4378.714844
	Iteration 63Q: 3 clusters Score -679235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -679237.500000 Penalty: 4378.714844
	Iteration 64Q: 3 clusters Score -679237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -679238.625000 Penalty: 4378.714844
	Iteration 65Q: 3 clusters Score -679238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -679238.250000 Penalty: 4378.714844
	Iteration 66Q: 3 clusters Score -679238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -679238.812500 Penalty: 4378.714844
	Iteration 67Q: 3 clusters Score -679238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -679238.812500 Penalty: 4378.714844
	Iteration 68F: 3 clusters Score -679238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -449990.156250 Penalty: 2103.890625
	Iteration 0F: 2 clusters Score -449990.2 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 2354 members 
Entering Unmasked Estep 
Score: -445570.656250 Penalty: 4207.781250
	Iteration 0F: 3 clusters Score -445570.7 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -446690.218750 Penalty: 4207.781250
	Iteration 1F: 3 clusters Score -446690.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -447040.062500 Penalty: 4207.781250
	Iteration 2F: 3 clusters Score -447040.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -447377.937500 Penalty: 4207.781250
	Iteration 3F: 3 clusters Score -447377.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -447794.687500 Penalty: 4207.781250
	Iteration 4F: 3 clusters Score -447794.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -448344.000000 Penalty: 4207.781250
	Iteration 5F: 3 clusters Score -448344 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -448845.656250 Penalty: 4207.781250
	Iteration 6F: 3 clusters Score -448845.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -449251.875000 Penalty: 4207.781250
	Iteration 7F: 3 clusters Score -449251.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -449486.687500 Penalty: 4207.781250
	Iteration 8Q: 3 clusters Score -449486.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -449606.500000 Penalty: 4207.781250
	Iteration 9Q: 3 clusters Score -449606.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -449669.156250 Penalty: 4207.781250
	Iteration 10Q: 3 clusters Score -449669.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -449698.781250 Penalty: 4207.781250
	Iteration 11Q: 3 clusters Score -449698.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449720.156250 Penalty: 4207.781250
	Iteration 12Q: 3 clusters Score -449720.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449737.437500 Penalty: 4207.781250
	Iteration 13Q: 3 clusters Score -449737.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -449752.906250 Penalty: 4207.781250
	Iteration 14Q: 3 clusters Score -449752.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -449762.281250 Penalty: 4207.781250
	Iteration 15Q: 3 clusters Score -449762.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -449776.531250 Penalty: 4207.781250
	Iteration 16Q: 3 clusters Score -449776.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -449788.906250 Penalty: 4207.781250
	Iteration 17Q: 3 clusters Score -449788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -449796.937500 Penalty: 4207.781250
	Iteration 18Q: 3 clusters Score -449796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -449802.343750 Penalty: 4207.781250
	Iteration 19Q: 3 clusters Score -449802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -449811.718750 Penalty: 4207.781250
	Iteration 20F: 3 clusters Score -449811.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -449818.906250 Penalty: 4207.781250
	Iteration 21Q: 3 clusters Score -449818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -449823.812500 Penalty: 4207.781250
	Iteration 22Q: 3 clusters Score -449823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -449824.062500 Penalty: 4207.781250
	Iteration 23Q: 3 clusters Score -449824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -449824.875000 Penalty: 4207.781250
	Iteration 24Q: 3 clusters Score -449824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -449824.875000 Penalty: 4207.781250
	Iteration 25F: 3 clusters Score -449824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -163002.281250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -163002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160542.984375 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -160543 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -161001.781250 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -161001.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161159.437500 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -161159.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -161266.265625 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -161266.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161351.234375 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -161351.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161443.515625 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -161443.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161511.671875 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -161511.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161578.593750 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -161578.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161639.031250 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -161639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -161732.000000 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -161732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161815.625000 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -161815.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -161885.625000 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -161885.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161932.562500 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -161932.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161988.640625 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -161988.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -162044.984375 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -162045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -162089.593750 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -162089.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162120.390625 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -162120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162134.828125 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -162134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162149.828125 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -162149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162158.453125 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -162158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162164.968750 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -162165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162170.078125 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -162170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162176.031250 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -162176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162190.546875 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -162190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162197.515625 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -162197.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162203.359375 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -162203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -162204.562500 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -162204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162206.796875 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -162206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162207.250000 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -162207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162207.250000 Penalty: 3718.339600
	Iteration 29F: 3 clusters Score -162207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Entering Unmasked Estep 
Score: -5819094.500000 Penalty: 2719.762207
	Iteration 0F: 2 clusters Score -5819094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5780337.000000 Penalty: 5439.524414
	Iteration 0F: 3 clusters Score -5780337 nChanged 26865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5795678.500000 Penalty: 5439.524414
	Iteration 1F: 3 clusters Score -5795678 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5796892.000000 Penalty: 5439.524414
	Iteration 2Q: 3 clusters Score -5796892 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -5798513.500000 Penalty: 5439.524414
	Iteration 3F: 3 clusters Score -5798514 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5800607.500000 Penalty: 5439.524414
	Iteration 4F: 3 clusters Score -5800608 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -5802852.000000 Penalty: 5439.524414
	Iteration 5F: 3 clusters Score -5802852 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -5804706.500000 Penalty: 5439.524414
	Iteration 6F: 3 clusters Score -5804706 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5806052.000000 Penalty: 5439.524414
	Iteration 7F: 3 clusters Score -5806052 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5807010.000000 Penalty: 5439.524414
	Iteration 8Q: 3 clusters Score -5807010 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5807744.000000 Penalty: 5439.524414
	Iteration 9Q: 3 clusters Score -5807744 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5808273.500000 Penalty: 5439.524414
	Iteration 10Q: 3 clusters Score -5808274 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5808758.500000 Penalty: 5439.524414
	Iteration 11Q: 3 clusters Score -5808758 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5809270.000000 Penalty: 5439.524414
	Iteration 12Q: 3 clusters Score -5809270 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5809821.500000 Penalty: 5439.524414
	Iteration 13Q: 3 clusters Score -5809822 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5810526.000000 Penalty: 5439.524414
	Iteration 14Q: 3 clusters Score -5810526 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5811575.000000 Penalty: 5439.524414
	Iteration 15Q: 3 clusters Score -5811575 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5812842.500000 Penalty: 5439.524414
	Iteration 16Q: 3 clusters Score -5812842 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5813767.500000 Penalty: 5439.524414
	Iteration 17Q: 3 clusters Score -5813768 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5814234.000000 Penalty: 5439.524414
	Iteration 18Q: 3 clusters Score -5814234 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -5814560.500000 Penalty: 5439.524414
	Iteration 19Q: 3 clusters Score -5814560 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5814816.500000 Penalty: 5439.524414
	Iteration 20F: 3 clusters Score -5814816 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5815088.500000 Penalty: 5439.524414
	Iteration 21Q: 3 clusters Score -5815088 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -5815416.000000 Penalty: 5439.524414
	Iteration 22Q: 3 clusters Score -5815416 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -5815692.000000 Penalty: 5439.524414
	Iteration 23Q: 3 clusters Score -5815692 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -5815906.500000 Penalty: 5439.524414
	Iteration 24Q: 3 clusters Score -5815906 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -5816143.000000 Penalty: 5439.524414
	Iteration 25Q: 3 clusters Score -5816143 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5816328.500000 Penalty: 5439.524414
	Iteration 26Q: 3 clusters Score -5816328 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -5816475.500000 Penalty: 5439.524414
	Iteration 27Q: 3 clusters Score -5816476 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -5816606.000000 Penalty: 5439.524414
	Iteration 28Q: 3 clusters Score -5816606 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5816739.500000 Penalty: 5439.524414
	Iteration 29Q: 3 clusters Score -5816740 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5816854.000000 Penalty: 5439.524414
	Iteration 30Q: 3 clusters Score -5816854 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -5816927.500000 Penalty: 5439.524414
	Iteration 31Q: 3 clusters Score -5816928 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5816999.000000 Penalty: 5439.524414
	Iteration 32Q: 3 clusters Score -5816999 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5817067.500000 Penalty: 5439.524414
	Iteration 33Q: 3 clusters Score -5817068 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5817121.000000 Penalty: 5439.524414
	Iteration 34Q: 3 clusters Score -5817121 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5817188.500000 Penalty: 5439.524414
	Iteration 35Q: 3 clusters Score -5817188 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5817238.500000 Penalty: 5439.524414
	Iteration 36Q: 3 clusters Score -5817238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5817251.500000 Penalty: 5439.524414
	Iteration 37Q: 3 clusters Score -5817252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5817272.000000 Penalty: 5439.524414
	Iteration 38Q: 3 clusters Score -5817272 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5817290.000000 Penalty: 5439.524414
	Iteration 39Q: 3 clusters Score -5817290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5817312.500000 Penalty: 5439.524414
	Iteration 40F: 3 clusters Score -5817312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5817327.500000 Penalty: 5439.524414
	Iteration 41Q: 3 clusters Score -5817328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5817355.500000 Penalty: 5439.524414
	Iteration 42Q: 3 clusters Score -5817356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5817378.000000 Penalty: 5439.524414
	Iteration 43Q: 3 clusters Score -5817378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5817394.500000 Penalty: 5439.524414
	Iteration 44Q: 3 clusters Score -5817394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5817407.500000 Penalty: 5439.524414
	Iteration 45Q: 3 clusters Score -5817408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5817424.500000 Penalty: 5439.524414
	Iteration 46Q: 3 clusters Score -5817424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5817434.500000 Penalty: 5439.524414
	Iteration 47Q: 3 clusters Score -5817434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5817444.000000 Penalty: 5439.524414
	Iteration 48Q: 3 clusters Score -5817444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5817456.000000 Penalty: 5439.524414
	Iteration 49Q: 3 clusters Score -5817456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5817461.500000 Penalty: 5439.524414
	Iteration 50Q: 3 clusters Score -5817462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5817482.000000 Penalty: 5439.524414
	Iteration 51Q: 3 clusters Score -5817482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5817489.000000 Penalty: 5439.524414
	Iteration 52Q: 3 clusters Score -5817489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5817498.500000 Penalty: 5439.524414
	Iteration 53Q: 3 clusters Score -5817498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5817503.000000 Penalty: 5439.524414
	Iteration 54Q: 3 clusters Score -5817503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5817505.500000 Penalty: 5439.524414
	Iteration 55Q: 3 clusters Score -5817506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5817520.500000 Penalty: 5439.524414
	Iteration 56Q: 3 clusters Score -5817520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5817518.000000 Penalty: 5439.524414
	Iteration 57Q: 3 clusters Score -5817518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5817518.000000 Penalty: 5439.524414
	Iteration 58Q: 3 clusters Score -5817518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5817532.000000 Penalty: 5439.524414
	Iteration 59Q: 3 clusters Score -5817532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5817536.000000 Penalty: 5439.524414
	Iteration 60F: 3 clusters Score -5817536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5817540.000000 Penalty: 5439.524414
	Iteration 61Q: 3 clusters Score -5817540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5817532.500000 Penalty: 5439.524414
	Iteration 62Q: 3 clusters Score -5817532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5817539.500000 Penalty: 5439.524414
	Iteration 63Q: 3 clusters Score -5817540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5817537.000000 Penalty: 5439.524414
	Iteration 64Q: 3 clusters Score -5817537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5817539.000000 Penalty: 5439.524414
	Iteration 65Q: 3 clusters Score -5817539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5817544.500000 Penalty: 5439.524414
	Iteration 66Q: 3 clusters Score -5817544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5817547.500000 Penalty: 5439.524414
	Iteration 67Q: 3 clusters Score -5817548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5817551.000000 Penalty: 5439.524414
	Iteration 68Q: 3 clusters Score -5817551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5817548.500000 Penalty: 5439.524414
	Iteration 69Q: 3 clusters Score -5817548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5817544.500000 Penalty: 5439.524414
	Iteration 70Q: 3 clusters Score -5817544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5817545.500000 Penalty: 5439.524414
	Iteration 71Q: 3 clusters Score -5817546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5817549.000000 Penalty: 5439.524414
	Iteration 72Q: 3 clusters Score -5817549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5817549.000000 Penalty: 5439.524414
	Iteration 73Q: 3 clusters Score -5817549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5817545.500000 Penalty: 5439.524414
	Iteration 74Q: 3 clusters Score -5817546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5817551.500000 Penalty: 5439.524414
	Iteration 75Q: 3 clusters Score -5817552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5817546.500000 Penalty: 5439.524414
	Iteration 76Q: 3 clusters Score -5817546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5817548.000000 Penalty: 5439.524414
	Iteration 77Q: 3 clusters Score -5817548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5817548.000000 Penalty: 5439.524414
	Iteration 78Q: 3 clusters Score -5817548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5817542.000000 Penalty: 5439.524414
	Iteration 79Q: 3 clusters Score -5817542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5817544.500000 Penalty: 5439.524414
	Iteration 80F: 3 clusters Score -5817544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5817549.500000 Penalty: 5439.524414
	Iteration 81Q: 3 clusters Score -5817550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5817549.500000 Penalty: 5439.524414
	Iteration 82Q: 3 clusters Score -5817550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5817551.500000 Penalty: 5439.524414
	Iteration 83Q: 3 clusters Score -5817552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5817554.500000 Penalty: 5439.524414
	Iteration 84Q: 3 clusters Score -5817554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5817564.500000 Penalty: 5439.524414
	Iteration 85Q: 3 clusters Score -5817564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5817556.500000 Penalty: 5439.524414
	Iteration 86Q: 3 clusters Score -5817556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5817561.000000 Penalty: 5439.524414
	Iteration 87Q: 3 clusters Score -5817561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5817567.000000 Penalty: 5439.524414
	Iteration 88Q: 3 clusters Score -5817567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5817570.500000 Penalty: 5439.524414
	Iteration 89Q: 3 clusters Score -5817570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5817569.000000 Penalty: 5439.524414
	Iteration 90Q: 3 clusters Score -5817569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5817576.500000 Penalty: 5439.524414
	Iteration 91Q: 3 clusters Score -5817576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5817578.000000 Penalty: 5439.524414
	Iteration 92Q: 3 clusters Score -5817578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5817581.500000 Penalty: 5439.524414
	Iteration 93Q: 3 clusters Score -5817582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5817582.500000 Penalty: 5439.524414
	Iteration 94Q: 3 clusters Score -5817582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5817579.500000 Penalty: 5439.524414
	Iteration 95Q: 3 clusters Score -5817580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5817576.000000 Penalty: 5439.524414
	Iteration 96Q: 3 clusters Score -5817576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5817579.500000 Penalty: 5439.524414
	Iteration 97Q: 3 clusters Score -5817580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5817573.000000 Penalty: 5439.524414
	Iteration 98Q: 3 clusters Score -5817573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5817569.000000 Penalty: 5439.524414
	Iteration 99Q: 3 clusters Score -5817569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5817571.500000 Penalty: 5439.524414
	Iteration 100F: 3 clusters Score -5817572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -657774.250000 Penalty: 2186.800049
	Iteration 0F: 2 clusters Score -657774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -652174.500000 Penalty: 4373.600098
	Iteration 0F: 3 clusters Score -652174.5 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -653669.750000 Penalty: 4373.600098
	Iteration 1F: 3 clusters Score -653669.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -653955.750000 Penalty: 4373.600098
	Iteration 2F: 3 clusters Score -653955.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -654171.125000 Penalty: 4373.600098
	Iteration 3F: 3 clusters Score -654171.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -654357.500000 Penalty: 4373.600098
	Iteration 4Q: 3 clusters Score -654357.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -654544.187500 Penalty: 4373.600098
	Iteration 5Q: 3 clusters Score -654544.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -654736.812500 Penalty: 4373.600098
	Iteration 6Q: 3 clusters Score -654736.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -654921.250000 Penalty: 4373.600098
	Iteration 7Q: 3 clusters Score -654921.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -655110.000000 Penalty: 4373.600098
	Iteration 8Q: 3 clusters Score -655110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -655291.250000 Penalty: 4373.600098
	Iteration 9Q: 3 clusters Score -655291.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -655436.937500 Penalty: 4373.600098
	Iteration 10Q: 3 clusters Score -655436.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -655537.125000 Penalty: 4373.600098
	Iteration 11Q: 3 clusters Score -655537.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -655598.937500 Penalty: 4373.600098
	Iteration 12Q: 3 clusters Score -655598.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -655643.250000 Penalty: 4373.600098
	Iteration 13Q: 3 clusters Score -655643.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -655681.875000 Penalty: 4373.600098
	Iteration 14Q: 3 clusters Score -655681.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -655709.500000 Penalty: 4373.600098
	Iteration 15Q: 3 clusters Score -655709.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -655734.562500 Penalty: 4373.600098
	Iteration 16Q: 3 clusters Score -655734.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -655761.187500 Penalty: 4373.600098
	Iteration 17Q: 3 clusters Score -655761.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -655786.187500 Penalty: 4373.600098
	Iteration 18Q: 3 clusters Score -655786.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -655805.312500 Penalty: 4373.600098
	Iteration 19Q: 3 clusters Score -655805.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -655821.812500 Penalty: 4373.600098
	Iteration 20F: 3 clusters Score -655821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -655835.687500 Penalty: 4373.600098
	Iteration 21Q: 3 clusters Score -655835.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -655856.687500 Penalty: 4373.600098
	Iteration 22Q: 3 clusters Score -655856.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -655877.687500 Penalty: 4373.600098
	Iteration 23Q: 3 clusters Score -655877.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -655888.062500 Penalty: 4373.600098
	Iteration 24Q: 3 clusters Score -655888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -655893.562500 Penalty: 4373.600098
	Iteration 25Q: 3 clusters Score -655893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -655897.062500 Penalty: 4373.600098
	Iteration 26Q: 3 clusters Score -655897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -655902.562500 Penalty: 4373.600098
	Iteration 27Q: 3 clusters Score -655902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -655908.312500 Penalty: 4373.600098
	Iteration 28Q: 3 clusters Score -655908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -655915.187500 Penalty: 4373.600098
	Iteration 29Q: 3 clusters Score -655915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -655921.625000 Penalty: 4373.600098
	Iteration 30Q: 3 clusters Score -655921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -655930.375000 Penalty: 4373.600098
	Iteration 31Q: 3 clusters Score -655930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -655937.187500 Penalty: 4373.600098
	Iteration 32Q: 3 clusters Score -655937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -655945.062500 Penalty: 4373.600098
	Iteration 33Q: 3 clusters Score -655945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -655951.000000 Penalty: 4373.600098
	Iteration 34Q: 3 clusters Score -655951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -655958.312500 Penalty: 4373.600098
	Iteration 35Q: 3 clusters Score -655958.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -655967.687500 Penalty: 4373.600098
	Iteration 36Q: 3 clusters Score -655967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -655971.687500 Penalty: 4373.600098
	Iteration 37Q: 3 clusters Score -655971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -655977.000000 Penalty: 4373.600098
	Iteration 38Q: 3 clusters Score -655977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -655979.937500 Penalty: 4373.600098
	Iteration 39Q: 3 clusters Score -655979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -655981.562500 Penalty: 4373.600098
	Iteration 40F: 3 clusters Score -655981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -111374.867188 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -111374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109253.492188 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -109253.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -109692.757812 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -109692.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -109891.015625 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -109891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -110060.328125 Penalty: 3572.519775
	Iteration 3F: 3 clusters Score -110060.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110209.335938 Penalty: 3572.519775
	Iteration 4F: 3 clusters Score -110209.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110343.296875 Penalty: 3572.519775
	Iteration 5F: 3 clusters Score -110343.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110463.140625 Penalty: 3572.519775
	Iteration 6F: 3 clusters Score -110463.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110543.382812 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -110543.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110574.476562 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -110574.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110612.734375 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -110612.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110645.484375 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -110645.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110680.710938 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -110680.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110722.210938 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -110722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110764.671875 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -110764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110814.695312 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -110814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110840.062500 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -110840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110860.046875 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -110860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110882.039062 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -110882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110904.382812 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -110904.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110926.101562 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -110926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110953.515625 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -110953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110985.882812 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -110985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110998.460938 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -110998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111009.296875 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -111009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111016.500000 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -111016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111024.046875 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -111024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111031.562500 Penalty: 3572.519775
	Iteration 26Q: 3 clusters Score -111031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111038.046875 Penalty: 3572.519775
	Iteration 27Q: 3 clusters Score -111038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111038.570312 Penalty: 3572.519775
	Iteration 28Q: 3 clusters Score -111038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111042.484375 Penalty: 3572.519775
	Iteration 29Q: 3 clusters Score -111042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111043.820312 Penalty: 3572.519775
	Iteration 30Q: 3 clusters Score -111043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111043.820312 Penalty: 3572.519775
	Iteration 31F: 3 clusters Score -111043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Entering Unmasked Estep 
Score: -628234.125000 Penalty: 2195.141602
	Iteration 0F: 2 clusters Score -628234.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -622471.687500 Penalty: 4390.283203
	Iteration 0F: 3 clusters Score -622471.7 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -624334.375000 Penalty: 4390.283203
	Iteration 1F: 3 clusters Score -624334.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -624994.687500 Penalty: 4390.283203
	Iteration 2F: 3 clusters Score -624994.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -625635.687500 Penalty: 4390.283203
	Iteration 3F: 3 clusters Score -625635.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -626218.625000 Penalty: 4390.283203
	Iteration 4F: 3 clusters Score -626218.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -626679.062500 Penalty: 4390.283203
	Iteration 5F: 3 clusters Score -626679.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -627053.812500 Penalty: 4390.283203
	Iteration 6F: 3 clusters Score -627053.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -627344.875000 Penalty: 4390.283203
	Iteration 7Q: 3 clusters Score -627344.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -627524.000000 Penalty: 4390.283203
	Iteration 8Q: 3 clusters Score -627524 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -627617.750000 Penalty: 4390.283203
	Iteration 9Q: 3 clusters Score -627617.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -627669.750000 Penalty: 4390.283203
	Iteration 10Q: 3 clusters Score -627669.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -627696.625000 Penalty: 4390.283203
	Iteration 11Q: 3 clusters Score -627696.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -627730.062500 Penalty: 4390.283203
	Iteration 12Q: 3 clusters Score -627730.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -627751.812500 Penalty: 4390.283203
	Iteration 13Q: 3 clusters Score -627751.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -627768.437500 Penalty: 4390.283203
	Iteration 14Q: 3 clusters Score -627768.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -627782.187500 Penalty: 4390.283203
	Iteration 15Q: 3 clusters Score -627782.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -627794.125000 Penalty: 4390.283203
	Iteration 16Q: 3 clusters Score -627794.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -627804.312500 Penalty: 4390.283203
	Iteration 17Q: 3 clusters Score -627804.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -627810.625000 Penalty: 4390.283203
	Iteration 18Q: 3 clusters Score -627810.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -627815.875000 Penalty: 4390.283203
	Iteration 19Q: 3 clusters Score -627815.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -627820.375000 Penalty: 4390.283203
	Iteration 20F: 3 clusters Score -627820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -627825.125000 Penalty: 4390.283203
	Iteration 21Q: 3 clusters Score -627825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -627829.312500 Penalty: 4390.283203
	Iteration 22Q: 3 clusters Score -627829.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -627830.562500 Penalty: 4390.283203
	Iteration 23Q: 3 clusters Score -627830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -627835.687500 Penalty: 4390.283203
	Iteration 24Q: 3 clusters Score -627835.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -627839.437500 Penalty: 4390.283203
	Iteration 25Q: 3 clusters Score -627839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -627839.375000 Penalty: 4390.283203
	Iteration 26Q: 3 clusters Score -627839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -627839.937500 Penalty: 4390.283203
	Iteration 27Q: 3 clusters Score -627839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -627839.937500 Penalty: 4390.283203
	Iteration 28F: 3 clusters Score -627839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -1018821.125000 Penalty: 2312.159180
	Iteration 0F: 2 clusters Score -1018821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1010416.000000 Penalty: 4624.318359
	Iteration 0F: 3 clusters Score -1010416 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1013175.000000 Penalty: 4624.318359
	Iteration 1F: 3 clusters Score -1013175 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1013682.562500 Penalty: 4624.318359
	Iteration 2F: 3 clusters Score -1013683 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1014135.375000 Penalty: 4624.318359
	Iteration 3F: 3 clusters Score -1014135 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1014562.000000 Penalty: 4624.318359
	Iteration 4F: 3 clusters Score -1014562 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1014919.625000 Penalty: 4624.318359
	Iteration 5F: 3 clusters Score -1014920 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1015218.375000 Penalty: 4624.318359
	Iteration 6Q: 3 clusters Score -1015218 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1015522.187500 Penalty: 4624.318359
	Iteration 7Q: 3 clusters Score -1015522 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1015812.562500 Penalty: 4624.318359
	Iteration 8Q: 3 clusters Score -1015813 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1016108.625000 Penalty: 4624.318359
	Iteration 9Q: 3 clusters Score -1016109 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1016368.250000 Penalty: 4624.318359
	Iteration 10Q: 3 clusters Score -1016368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1016550.187500 Penalty: 4624.318359
	Iteration 11Q: 3 clusters Score -1016550 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1016675.000000 Penalty: 4624.318359
	Iteration 12Q: 3 clusters Score -1016675 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1016780.125000 Penalty: 4624.318359
	Iteration 13Q: 3 clusters Score -1016780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1016856.687500 Penalty: 4624.318359
	Iteration 14Q: 3 clusters Score -1016857 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1016927.375000 Penalty: 4624.318359
	Iteration 15Q: 3 clusters Score -1016927 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1016979.812500 Penalty: 4624.318359
	Iteration 16Q: 3 clusters Score -1016980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1017024.062500 Penalty: 4624.318359
	Iteration 17Q: 3 clusters Score -1017024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1017060.750000 Penalty: 4624.318359
	Iteration 18Q: 3 clusters Score -1017061 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1017087.125000 Penalty: 4624.318359
	Iteration 19Q: 3 clusters Score -1017087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1017107.062500 Penalty: 4624.318359
	Iteration 20F: 3 clusters Score -1017107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1017121.750000 Penalty: 4624.318359
	Iteration 21Q: 3 clusters Score -1017122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1017131.937500 Penalty: 4624.318359
	Iteration 22Q: 3 clusters Score -1017132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1017137.187500 Penalty: 4624.318359
	Iteration 23Q: 3 clusters Score -1017137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1017144.375000 Penalty: 4624.318359
	Iteration 24Q: 3 clusters Score -1017144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1017151.625000 Penalty: 4624.318359
	Iteration 25Q: 3 clusters Score -1017152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1017158.750000 Penalty: 4624.318359
	Iteration 26Q: 3 clusters Score -1017159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1017163.750000 Penalty: 4624.318359
	Iteration 27Q: 3 clusters Score -1017164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1017164.750000 Penalty: 4624.318359
	Iteration 28Q: 3 clusters Score -1017165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1017166.375000 Penalty: 4624.318359
	Iteration 29Q: 3 clusters Score -1017166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1017171.187500 Penalty: 4624.318359
	Iteration 30Q: 3 clusters Score -1017171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1017174.875000 Penalty: 4624.318359
	Iteration 31Q: 3 clusters Score -1017175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1017175.250000 Penalty: 4624.318359
	Iteration 32Q: 3 clusters Score -1017175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1017176.187500 Penalty: 4624.318359
	Iteration 33Q: 3 clusters Score -1017176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1017175.625000 Penalty: 4624.318359
	Iteration 34Q: 3 clusters Score -1017176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1017176.875000 Penalty: 4624.318359
	Iteration 35Q: 3 clusters Score -1017177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1017176.750000 Penalty: 4624.318359
	Iteration 36Q: 3 clusters Score -1017177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1017176.750000 Penalty: 4624.318359
	Iteration 37Q: 3 clusters Score -1017177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1017178.000000 Penalty: 4624.318359
	Iteration 38Q: 3 clusters Score -1017178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1017179.375000 Penalty: 4624.318359
	Iteration 39Q: 3 clusters Score -1017179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1017182.625000 Penalty: 4624.318359
	Iteration 40F: 3 clusters Score -1017183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1017182.375000 Penalty: 4624.318359
	Iteration 41Q: 3 clusters Score -1017182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1017184.312500 Penalty: 4624.318359
	Iteration 42Q: 3 clusters Score -1017184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1017184.375000 Penalty: 4624.318359
	Iteration 43Q: 3 clusters Score -1017184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1017185.187500 Penalty: 4624.318359
	Iteration 44Q: 3 clusters Score -1017185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1017183.937500 Penalty: 4624.318359
	Iteration 45Q: 3 clusters Score -1017184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1017186.437500 Penalty: 4624.318359
	Iteration 46Q: 3 clusters Score -1017186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1017186.437500 Penalty: 4624.318359
	Iteration 47Q: 3 clusters Score -1017186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1017186.437500 Penalty: 4624.318359
	Iteration 48F: 3 clusters Score -1017186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Entering Unmasked Estep 
Score: -1028669.000000 Penalty: 2287.759033
	Iteration 0F: 2 clusters Score -1028669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1020893.750000 Penalty: 4575.518066
	Iteration 0F: 3 clusters Score -1020894 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1023280.625000 Penalty: 4575.518066
	Iteration 1F: 3 clusters Score -1023281 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1023759.500000 Penalty: 4575.518066
	Iteration 2F: 3 clusters Score -1023760 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1024294.812500 Penalty: 4575.518066
	Iteration 3F: 3 clusters Score -1024295 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1024916.937500 Penalty: 4575.518066
	Iteration 4F: 3 clusters Score -1024917 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1025665.250000 Penalty: 4575.518066
	Iteration 5F: 3 clusters Score -1025665 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1026334.000000 Penalty: 4575.518066
	Iteration 6F: 3 clusters Score -1026334 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1026810.625000 Penalty: 4575.518066
	Iteration 7F: 3 clusters Score -1026811 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1027077.687500 Penalty: 4575.518066
	Iteration 8Q: 3 clusters Score -1027078 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1027201.250000 Penalty: 4575.518066
	Iteration 9Q: 3 clusters Score -1027201 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1027262.500000 Penalty: 4575.518066
	Iteration 10Q: 3 clusters Score -1027262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1027296.812500 Penalty: 4575.518066
	Iteration 11Q: 3 clusters Score -1027297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1027319.687500 Penalty: 4575.518066
	Iteration 12Q: 3 clusters Score -1027320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1027332.125000 Penalty: 4575.518066
	Iteration 13Q: 3 clusters Score -1027332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1027343.312500 Penalty: 4575.518066
	Iteration 14Q: 3 clusters Score -1027343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1027350.062500 Penalty: 4575.518066
	Iteration 15Q: 3 clusters Score -1027350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1027351.687500 Penalty: 4575.518066
	Iteration 16Q: 3 clusters Score -1027352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1027353.312500 Penalty: 4575.518066
	Iteration 17Q: 3 clusters Score -1027353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1027357.750000 Penalty: 4575.518066
	Iteration 18Q: 3 clusters Score -1027358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1027357.625000 Penalty: 4575.518066
	Iteration 19Q: 3 clusters Score -1027358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1027359.812500 Penalty: 4575.518066
	Iteration 20F: 3 clusters Score -1027360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1027362.125000 Penalty: 4575.518066
	Iteration 21Q: 3 clusters Score -1027362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1027360.625000 Penalty: 4575.518066
	Iteration 22Q: 3 clusters Score -1027361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1027360.625000 Penalty: 4575.518066
	Iteration 23F: 3 clusters Score -1027361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Entering Unmasked Estep 
Score: -1748165.375000 Penalty: 2426.522705
	Iteration 0F: 2 clusters Score -1748165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1735690.375000 Penalty: 4853.045410
	Iteration 0F: 3 clusters Score -1735690 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1739707.000000 Penalty: 4853.045410
	Iteration 1F: 3 clusters Score -1739707 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1740107.375000 Penalty: 4853.045410
	Iteration 2F: 3 clusters Score -1740107 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1740475.750000 Penalty: 4853.045410
	Iteration 3Q: 3 clusters Score -1740476 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1740820.125000 Penalty: 4853.045410
	Iteration 4Q: 3 clusters Score -1740820 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1741217.625000 Penalty: 4853.045410
	Iteration 5Q: 3 clusters Score -1741218 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1741696.125000 Penalty: 4853.045410
	Iteration 6Q: 3 clusters Score -1741696 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1742343.000000 Penalty: 4853.045410
	Iteration 7F: 3 clusters Score -1742343 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1743147.000000 Penalty: 4853.045410
	Iteration 8F: 3 clusters Score -1743147 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1743981.625000 Penalty: 4853.045410
	Iteration 9F: 3 clusters Score -1743982 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1744686.500000 Penalty: 4853.045410
	Iteration 10Q: 3 clusters Score -1744686 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1745196.625000 Penalty: 4853.045410
	Iteration 11Q: 3 clusters Score -1745197 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1745540.000000 Penalty: 4853.045410
	Iteration 12Q: 3 clusters Score -1745540 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1745710.875000 Penalty: 4853.045410
	Iteration 13Q: 3 clusters Score -1745711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1745824.000000 Penalty: 4853.045410
	Iteration 14Q: 3 clusters Score -1745824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1745885.875000 Penalty: 4853.045410
	Iteration 15Q: 3 clusters Score -1745886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1745921.750000 Penalty: 4853.045410
	Iteration 16Q: 3 clusters Score -1745922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1745950.500000 Penalty: 4853.045410
	Iteration 17Q: 3 clusters Score -1745950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1745966.750000 Penalty: 4853.045410
	Iteration 18Q: 3 clusters Score -1745967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1745987.875000 Penalty: 4853.045410
	Iteration 19Q: 3 clusters Score -1745988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1746005.875000 Penalty: 4853.045410
	Iteration 20F: 3 clusters Score -1746006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1746011.500000 Penalty: 4853.045410
	Iteration 21Q: 3 clusters Score -1746012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1746024.250000 Penalty: 4853.045410
	Iteration 22Q: 3 clusters Score -1746024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1746026.875000 Penalty: 4853.045410
	Iteration 23Q: 3 clusters Score -1746027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1746029.875000 Penalty: 4853.045410
	Iteration 24Q: 3 clusters Score -1746030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1746033.500000 Penalty: 4853.045410
	Iteration 25Q: 3 clusters Score -1746034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1746036.625000 Penalty: 4853.045410
	Iteration 26Q: 3 clusters Score -1746037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1746036.250000 Penalty: 4853.045410
	Iteration 27Q: 3 clusters Score -1746036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1746037.375000 Penalty: 4853.045410
	Iteration 28Q: 3 clusters Score -1746037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1746037.375000 Penalty: 4853.045410
	Iteration 29F: 3 clusters Score -1746037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -662421.437500 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -662421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -656849.875000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -656849.9 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -658342.375000 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -658342.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -658628.187500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -658628.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -658829.375000 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -658829.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -659012.500000 Penalty: 4364.632324
	Iteration 4Q: 3 clusters Score -659012.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -659225.937500 Penalty: 4364.632324
	Iteration 5Q: 3 clusters Score -659225.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -659496.312500 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -659496.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -659797.750000 Penalty: 4364.632324
	Iteration 7F: 3 clusters Score -659797.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -660102.625000 Penalty: 4364.632324
	Iteration 8F: 3 clusters Score -660102.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -660395.062500 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -660395.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -660610.312500 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -660610.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -660737.437500 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -660737.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -660838.250000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -660838.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -660906.125000 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -660906.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -660967.062500 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -660967.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -660997.750000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -660997.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -661024.875000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -661024.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -661041.250000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -661041.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -661055.687500 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -661055.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -661063.750000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -661063.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -661066.187500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -661066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -661068.812500 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -661068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -661072.062500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -661072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -661073.625000 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -661073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -661073.062500 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -661073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -661075.250000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -661075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -661076.500000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -661076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -661078.000000 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -661078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -661076.625000 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -661076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -661076.625000 Penalty: 4364.632324
	Iteration 29F: 3 clusters Score -661076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Entering Unmasked Estep 
Score: -5996015.000000 Penalty: 2726.378662
	Iteration 0F: 2 clusters Score -5996015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5956420.500000 Penalty: 5452.757324
	Iteration 0F: 3 clusters Score -5956420 nChanged 27592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5971804.000000 Penalty: 5452.757324
	Iteration 1F: 3 clusters Score -5971804 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -5972707.000000 Penalty: 5452.757324
	Iteration 2Q: 3 clusters Score -5972707 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5973732.500000 Penalty: 5452.757324
	Iteration 3Q: 3 clusters Score -5973732 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5974861.500000 Penalty: 5452.757324
	Iteration 4Q: 3 clusters Score -5974862 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -5976231.500000 Penalty: 5452.757324
	Iteration 5Q: 3 clusters Score -5976232 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5977615.000000 Penalty: 5452.757324
	Iteration 6F: 3 clusters Score -5977615 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5978936.500000 Penalty: 5452.757324
	Iteration 7F: 3 clusters Score -5978936 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -5980161.000000 Penalty: 5452.757324
	Iteration 8Q: 3 clusters Score -5980161 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5981226.500000 Penalty: 5452.757324
	Iteration 9Q: 3 clusters Score -5981226 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -5982231.000000 Penalty: 5452.757324
	Iteration 10Q: 3 clusters Score -5982231 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5983056.500000 Penalty: 5452.757324
	Iteration 11Q: 3 clusters Score -5983056 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -5983905.000000 Penalty: 5452.757324
	Iteration 12Q: 3 clusters Score -5983905 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5984886.500000 Penalty: 5452.757324
	Iteration 13Q: 3 clusters Score -5984886 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5985844.500000 Penalty: 5452.757324
	Iteration 14Q: 3 clusters Score -5985844 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5986830.500000 Penalty: 5452.757324
	Iteration 15Q: 3 clusters Score -5986830 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -5987632.500000 Penalty: 5452.757324
	Iteration 16Q: 3 clusters Score -5987632 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -5988288.500000 Penalty: 5452.757324
	Iteration 17Q: 3 clusters Score -5988288 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5988716.000000 Penalty: 5452.757324
	Iteration 18Q: 3 clusters Score -5988716 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5989094.500000 Penalty: 5452.757324
	Iteration 19Q: 3 clusters Score -5989094 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5989422.500000 Penalty: 5452.757324
	Iteration 20F: 3 clusters Score -5989422 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5989671.000000 Penalty: 5452.757324
	Iteration 21Q: 3 clusters Score -5989671 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -5989883.500000 Penalty: 5452.757324
	Iteration 22Q: 3 clusters Score -5989884 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5990035.500000 Penalty: 5452.757324
	Iteration 23Q: 3 clusters Score -5990036 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -5990211.500000 Penalty: 5452.757324
	Iteration 24Q: 3 clusters Score -5990212 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5990367.500000 Penalty: 5452.757324
	Iteration 25Q: 3 clusters Score -5990368 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -5990532.000000 Penalty: 5452.757324
	Iteration 26Q: 3 clusters Score -5990532 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5990651.500000 Penalty: 5452.757324
	Iteration 27Q: 3 clusters Score -5990652 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -5990755.000000 Penalty: 5452.757324
	Iteration 28Q: 3 clusters Score -5990755 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -5990870.500000 Penalty: 5452.757324
	Iteration 29Q: 3 clusters Score -5990870 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -5990991.500000 Penalty: 5452.757324
	Iteration 30Q: 3 clusters Score -5990992 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -5991081.000000 Penalty: 5452.757324
	Iteration 31Q: 3 clusters Score -5991081 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -5991179.500000 Penalty: 5452.757324
	Iteration 32Q: 3 clusters Score -5991180 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -5991294.000000 Penalty: 5452.757324
	Iteration 33Q: 3 clusters Score -5991294 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5991402.000000 Penalty: 5452.757324
	Iteration 34Q: 3 clusters Score -5991402 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -5991524.000000 Penalty: 5452.757324
	Iteration 35Q: 3 clusters Score -5991524 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5991654.500000 Penalty: 5452.757324
	Iteration 36Q: 3 clusters Score -5991654 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -5991748.500000 Penalty: 5452.757324
	Iteration 37Q: 3 clusters Score -5991748 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -5991842.500000 Penalty: 5452.757324
	Iteration 38Q: 3 clusters Score -5991842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -5991887.000000 Penalty: 5452.757324
	Iteration 39Q: 3 clusters Score -5991887 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -5991958.000000 Penalty: 5452.757324
	Iteration 40F: 3 clusters Score -5991958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -5992011.500000 Penalty: 5452.757324
	Iteration 41Q: 3 clusters Score -5992012 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5992079.000000 Penalty: 5452.757324
	Iteration 42Q: 3 clusters Score -5992079 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5992164.000000 Penalty: 5452.757324
	Iteration 43Q: 3 clusters Score -5992164 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5992268.500000 Penalty: 5452.757324
	Iteration 44Q: 3 clusters Score -5992268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5992346.000000 Penalty: 5452.757324
	Iteration 45Q: 3 clusters Score -5992346 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5992431.000000 Penalty: 5452.757324
	Iteration 46Q: 3 clusters Score -5992431 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5992520.000000 Penalty: 5452.757324
	Iteration 47Q: 3 clusters Score -5992520 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5992595.500000 Penalty: 5452.757324
	Iteration 48Q: 3 clusters Score -5992596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5992675.000000 Penalty: 5452.757324
	Iteration 49Q: 3 clusters Score -5992675 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5992725.000000 Penalty: 5452.757324
	Iteration 50Q: 3 clusters Score -5992725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5992775.000000 Penalty: 5452.757324
	Iteration 51Q: 3 clusters Score -5992775 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5992841.500000 Penalty: 5452.757324
	Iteration 52Q: 3 clusters Score -5992842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5992904.500000 Penalty: 5452.757324
	Iteration 53Q: 3 clusters Score -5992904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5992980.500000 Penalty: 5452.757324
	Iteration 54Q: 3 clusters Score -5992980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5993020.000000 Penalty: 5452.757324
	Iteration 55Q: 3 clusters Score -5993020 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5993095.500000 Penalty: 5452.757324
	Iteration 56Q: 3 clusters Score -5993096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5993142.500000 Penalty: 5452.757324
	Iteration 57Q: 3 clusters Score -5993142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5993213.000000 Penalty: 5452.757324
	Iteration 58Q: 3 clusters Score -5993213 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5993276.500000 Penalty: 5452.757324
	Iteration 59Q: 3 clusters Score -5993276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5993322.000000 Penalty: 5452.757324
	Iteration 60F: 3 clusters Score -5993322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5993375.500000 Penalty: 5452.757324
	Iteration 61Q: 3 clusters Score -5993376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5993408.000000 Penalty: 5452.757324
	Iteration 62Q: 3 clusters Score -5993408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5993446.000000 Penalty: 5452.757324
	Iteration 63Q: 3 clusters Score -5993446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5993486.500000 Penalty: 5452.757324
	Iteration 64Q: 3 clusters Score -5993486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5993550.000000 Penalty: 5452.757324
	Iteration 65Q: 3 clusters Score -5993550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5993594.000000 Penalty: 5452.757324
	Iteration 66Q: 3 clusters Score -5993594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5993615.500000 Penalty: 5452.757324
	Iteration 67Q: 3 clusters Score -5993616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5993647.000000 Penalty: 5452.757324
	Iteration 68Q: 3 clusters Score -5993647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5993662.500000 Penalty: 5452.757324
	Iteration 69Q: 3 clusters Score -5993662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5993677.500000 Penalty: 5452.757324
	Iteration 70Q: 3 clusters Score -5993678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5993705.000000 Penalty: 5452.757324
	Iteration 71Q: 3 clusters Score -5993705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5993720.500000 Penalty: 5452.757324
	Iteration 72Q: 3 clusters Score -5993720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5993725.500000 Penalty: 5452.757324
	Iteration 73Q: 3 clusters Score -5993726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5993731.500000 Penalty: 5452.757324
	Iteration 74Q: 3 clusters Score -5993732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5993730.000000 Penalty: 5452.757324
	Iteration 75Q: 3 clusters Score -5993730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5993735.000000 Penalty: 5452.757324
	Iteration 76Q: 3 clusters Score -5993735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5993737.000000 Penalty: 5452.757324
	Iteration 77Q: 3 clusters Score -5993737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5993736.000000 Penalty: 5452.757324
	Iteration 78Q: 3 clusters Score -5993736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5993744.000000 Penalty: 5452.757324
	Iteration 79Q: 3 clusters Score -5993744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5993756.000000 Penalty: 5452.757324
	Iteration 80F: 3 clusters Score -5993756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5993750.500000 Penalty: 5452.757324
	Iteration 81Q: 3 clusters Score -5993750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5993757.000000 Penalty: 5452.757324
	Iteration 82Q: 3 clusters Score -5993757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5993770.500000 Penalty: 5452.757324
	Iteration 83Q: 3 clusters Score -5993770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5993767.500000 Penalty: 5452.757324
	Iteration 84Q: 3 clusters Score -5993768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5993763.500000 Penalty: 5452.757324
	Iteration 85Q: 3 clusters Score -5993764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5993764.000000 Penalty: 5452.757324
	Iteration 86Q: 3 clusters Score -5993764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5993762.500000 Penalty: 5452.757324
	Iteration 87Q: 3 clusters Score -5993762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5993762.500000 Penalty: 5452.757324
	Iteration 88Q: 3 clusters Score -5993762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5993766.500000 Penalty: 5452.757324
	Iteration 89Q: 3 clusters Score -5993766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5993765.000000 Penalty: 5452.757324
	Iteration 90Q: 3 clusters Score -5993765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5993769.500000 Penalty: 5452.757324
	Iteration 91Q: 3 clusters Score -5993770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5993769.000000 Penalty: 5452.757324
	Iteration 92Q: 3 clusters Score -5993769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5993769.000000 Penalty: 5452.757324
	Iteration 93F: 3 clusters Score -5993769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Entering Unmasked Estep 
Score: -4484712.500000 Penalty: 2662.453857
	Iteration 0F: 2 clusters Score -4484712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4453891.500000 Penalty: 5324.907715
	Iteration 0F: 3 clusters Score -4453892 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4465791.500000 Penalty: 5324.907715
	Iteration 1F: 3 clusters Score -4465792 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -4466579.000000 Penalty: 5324.907715
	Iteration 2Q: 3 clusters Score -4466579 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4467533.000000 Penalty: 5324.907715
	Iteration 3Q: 3 clusters Score -4467533 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -4468664.000000 Penalty: 5324.907715
	Iteration 4F: 3 clusters Score -4468664 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4469981.000000 Penalty: 5324.907715
	Iteration 5F: 3 clusters Score -4469981 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4471462.500000 Penalty: 5324.907715
	Iteration 6F: 3 clusters Score -4471462 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4472928.500000 Penalty: 5324.907715
	Iteration 7F: 3 clusters Score -4472928 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4474285.500000 Penalty: 5324.907715
	Iteration 8F: 3 clusters Score -4474286 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4475461.000000 Penalty: 5324.907715
	Iteration 9Q: 3 clusters Score -4475461 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4476359.500000 Penalty: 5324.907715
	Iteration 10Q: 3 clusters Score -4476360 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4477082.500000 Penalty: 5324.907715
	Iteration 11Q: 3 clusters Score -4477082 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4477704.000000 Penalty: 5324.907715
	Iteration 12Q: 3 clusters Score -4477704 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4478166.000000 Penalty: 5324.907715
	Iteration 13Q: 3 clusters Score -4478166 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4478561.500000 Penalty: 5324.907715
	Iteration 14Q: 3 clusters Score -4478562 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4478920.500000 Penalty: 5324.907715
	Iteration 15Q: 3 clusters Score -4478920 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4479186.000000 Penalty: 5324.907715
	Iteration 16Q: 3 clusters Score -4479186 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4479460.500000 Penalty: 5324.907715
	Iteration 17Q: 3 clusters Score -4479460 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4479664.000000 Penalty: 5324.907715
	Iteration 18Q: 3 clusters Score -4479664 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4479874.000000 Penalty: 5324.907715
	Iteration 19Q: 3 clusters Score -4479874 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -4480072.000000 Penalty: 5324.907715
	Iteration 20F: 3 clusters Score -4480072 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4480303.500000 Penalty: 5324.907715
	Iteration 21Q: 3 clusters Score -4480304 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4480535.000000 Penalty: 5324.907715
	Iteration 22Q: 3 clusters Score -4480535 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4480792.500000 Penalty: 5324.907715
	Iteration 23Q: 3 clusters Score -4480792 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -4480995.000000 Penalty: 5324.907715
	Iteration 24Q: 3 clusters Score -4480995 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -4481213.500000 Penalty: 5324.907715
	Iteration 25Q: 3 clusters Score -4481214 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4481425.000000 Penalty: 5324.907715
	Iteration 26Q: 3 clusters Score -4481425 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4481618.000000 Penalty: 5324.907715
	Iteration 27Q: 3 clusters Score -4481618 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4481815.500000 Penalty: 5324.907715
	Iteration 28Q: 3 clusters Score -4481816 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4481996.000000 Penalty: 5324.907715
	Iteration 29Q: 3 clusters Score -4481996 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -4482200.500000 Penalty: 5324.907715
	Iteration 30Q: 3 clusters Score -4482200 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -4482366.000000 Penalty: 5324.907715
	Iteration 31Q: 3 clusters Score -4482366 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -4482533.000000 Penalty: 5324.907715
	Iteration 32Q: 3 clusters Score -4482533 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -4482684.000000 Penalty: 5324.907715
	Iteration 33Q: 3 clusters Score -4482684 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -4482777.500000 Penalty: 5324.907715
	Iteration 34Q: 3 clusters Score -4482778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4482893.000000 Penalty: 5324.907715
	Iteration 35Q: 3 clusters Score -4482893 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -4482959.000000 Penalty: 5324.907715
	Iteration 36Q: 3 clusters Score -4482959 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -4483029.500000 Penalty: 5324.907715
	Iteration 37Q: 3 clusters Score -4483030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -4483082.500000 Penalty: 5324.907715
	Iteration 38Q: 3 clusters Score -4483082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -4483128.500000 Penalty: 5324.907715
	Iteration 39Q: 3 clusters Score -4483128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -4483279.500000 Penalty: 5324.907715
	Iteration 40F: 3 clusters Score -4483280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -4483360.000000 Penalty: 5324.907715
	Iteration 41Q: 3 clusters Score -4483360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -4483448.000000 Penalty: 5324.907715
	Iteration 42Q: 3 clusters Score -4483448 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -4483524.000000 Penalty: 5324.907715
	Iteration 43Q: 3 clusters Score -4483524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -4483578.500000 Penalty: 5324.907715
	Iteration 44Q: 3 clusters Score -4483578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4483645.000000 Penalty: 5324.907715
	Iteration 45Q: 3 clusters Score -4483645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -4483719.000000 Penalty: 5324.907715
	Iteration 46Q: 3 clusters Score -4483719 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -4483765.000000 Penalty: 5324.907715
	Iteration 47Q: 3 clusters Score -4483765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -4483788.000000 Penalty: 5324.907715
	Iteration 48Q: 3 clusters Score -4483788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4483815.500000 Penalty: 5324.907715
	Iteration 49Q: 3 clusters Score -4483816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -4483834.500000 Penalty: 5324.907715
	Iteration 50Q: 3 clusters Score -4483834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -4483864.000000 Penalty: 5324.907715
	Iteration 51Q: 3 clusters Score -4483864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -4483882.500000 Penalty: 5324.907715
	Iteration 52Q: 3 clusters Score -4483882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -4483918.500000 Penalty: 5324.907715
	Iteration 53Q: 3 clusters Score -4483918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -4483952.500000 Penalty: 5324.907715
	Iteration 54Q: 3 clusters Score -4483952 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -4483975.500000 Penalty: 5324.907715
	Iteration 55Q: 3 clusters Score -4483976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -4483993.000000 Penalty: 5324.907715
	Iteration 56Q: 3 clusters Score -4483993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -4484010.000000 Penalty: 5324.907715
	Iteration 57Q: 3 clusters Score -4484010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -4484025.500000 Penalty: 5324.907715
	Iteration 58Q: 3 clusters Score -4484026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -4484048.500000 Penalty: 5324.907715
	Iteration 59Q: 3 clusters Score -4484048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -4484092.500000 Penalty: 5324.907715
	Iteration 60F: 3 clusters Score -4484092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4484134.500000 Penalty: 5324.907715
	Iteration 61Q: 3 clusters Score -4484134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -4484153.500000 Penalty: 5324.907715
	Iteration 62Q: 3 clusters Score -4484154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -4484180.000000 Penalty: 5324.907715
	Iteration 63Q: 3 clusters Score -4484180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -4484204.000000 Penalty: 5324.907715
	Iteration 64Q: 3 clusters Score -4484204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4484230.500000 Penalty: 5324.907715
	Iteration 65Q: 3 clusters Score -4484230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -4484249.500000 Penalty: 5324.907715
	Iteration 66Q: 3 clusters Score -4484250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -4484267.000000 Penalty: 5324.907715
	Iteration 67Q: 3 clusters Score -4484267 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -4484296.500000 Penalty: 5324.907715
	Iteration 68Q: 3 clusters Score -4484296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -4484295.000000 Penalty: 5324.907715
	Iteration 69Q: 3 clusters Score -4484295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -4484316.000000 Penalty: 5324.907715
	Iteration 70Q: 3 clusters Score -4484316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -4484322.500000 Penalty: 5324.907715
	Iteration 71Q: 3 clusters Score -4484322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -4484332.500000 Penalty: 5324.907715
	Iteration 72Q: 3 clusters Score -4484332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -4484353.500000 Penalty: 5324.907715
	Iteration 73Q: 3 clusters Score -4484354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -4484366.000000 Penalty: 5324.907715
	Iteration 74Q: 3 clusters Score -4484366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -4484361.500000 Penalty: 5324.907715
	Iteration 75Q: 3 clusters Score -4484362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4484369.000000 Penalty: 5324.907715
	Iteration 76Q: 3 clusters Score -4484369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -4484370.500000 Penalty: 5324.907715
	Iteration 77Q: 3 clusters Score -4484370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -4484375.500000 Penalty: 5324.907715
	Iteration 78Q: 3 clusters Score -4484376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -4484389.000000 Penalty: 5324.907715
	Iteration 79Q: 3 clusters Score -4484389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -4484403.000000 Penalty: 5324.907715
	Iteration 80F: 3 clusters Score -4484403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -4484406.500000 Penalty: 5324.907715
	Iteration 81Q: 3 clusters Score -4484406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -4484421.500000 Penalty: 5324.907715
	Iteration 82Q: 3 clusters Score -4484422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -4484418.000000 Penalty: 5324.907715
	Iteration 83Q: 3 clusters Score -4484418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -4484422.500000 Penalty: 5324.907715
	Iteration 84Q: 3 clusters Score -4484422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4484416.500000 Penalty: 5324.907715
	Iteration 85Q: 3 clusters Score -4484416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -4484426.000000 Penalty: 5324.907715
	Iteration 86Q: 3 clusters Score -4484426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -4484426.500000 Penalty: 5324.907715
	Iteration 87Q: 3 clusters Score -4484426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -4484435.000000 Penalty: 5324.907715
	Iteration 88Q: 3 clusters Score -4484435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -4484438.000000 Penalty: 5324.907715
	Iteration 89Q: 3 clusters Score -4484438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -4484441.000000 Penalty: 5324.907715
	Iteration 90Q: 3 clusters Score -4484441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -4484440.000000 Penalty: 5324.907715
	Iteration 91Q: 3 clusters Score -4484440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -4484438.000000 Penalty: 5324.907715
	Iteration 92Q: 3 clusters Score -4484438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -4484441.000000 Penalty: 5324.907715
	Iteration 93Q: 3 clusters Score -4484441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4484445.000000 Penalty: 5324.907715
	Iteration 94Q: 3 clusters Score -4484445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -4484453.500000 Penalty: 5324.907715
	Iteration 95Q: 3 clusters Score -4484454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -4484450.500000 Penalty: 5324.907715
	Iteration 96Q: 3 clusters Score -4484450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -4484442.000000 Penalty: 5324.907715
	Iteration 97Q: 3 clusters Score -4484442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -4484442.500000 Penalty: 5324.907715
	Iteration 98Q: 3 clusters Score -4484442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -4484451.500000 Penalty: 5324.907715
	Iteration 99Q: 3 clusters Score -4484452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -4484435.000000 Penalty: 5324.907715
	Iteration 100F: 3 clusters Score -4484435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -4484427.500000 Penalty: 5324.907715
	Iteration 101Q: 3 clusters Score -4484428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -4484441.000000 Penalty: 5324.907715
	Iteration 102Q: 3 clusters Score -4484441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -4484444.500000 Penalty: 5324.907715
	Iteration 103Q: 3 clusters Score -4484444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4484445.500000 Penalty: 5324.907715
	Iteration 104Q: 3 clusters Score -4484446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -4484450.500000 Penalty: 5324.907715
	Iteration 105Q: 3 clusters Score -4484450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -4484455.000000 Penalty: 5324.907715
	Iteration 106Q: 3 clusters Score -4484455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -4484452.000000 Penalty: 5324.907715
	Iteration 107Q: 3 clusters Score -4484452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -4484452.500000 Penalty: 5324.907715
	Iteration 108Q: 3 clusters Score -4484452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -4484455.000000 Penalty: 5324.907715
	Iteration 109Q: 3 clusters Score -4484455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -4484461.000000 Penalty: 5324.907715
	Iteration 110Q: 3 clusters Score -4484461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -4484461.500000 Penalty: 5324.907715
	Iteration 111Q: 3 clusters Score -4484462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -4484458.000000 Penalty: 5324.907715
	Iteration 112Q: 3 clusters Score -4484458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -4484458.000000 Penalty: 5324.907715
	Iteration 113Q: 3 clusters Score -4484458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -4484459.500000 Penalty: 5324.907715
	Iteration 114Q: 3 clusters Score -4484460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -4484461.000000 Penalty: 5324.907715
	Iteration 115Q: 3 clusters Score -4484461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -4484454.000000 Penalty: 5324.907715
	Iteration 116Q: 3 clusters Score -4484454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -4484462.500000 Penalty: 5324.907715
	Iteration 117Q: 3 clusters Score -4484462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -4484465.000000 Penalty: 5324.907715
	Iteration 118Q: 3 clusters Score -4484465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -4484466.500000 Penalty: 5324.907715
	Iteration 119Q: 3 clusters Score -4484466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -4484467.500000 Penalty: 5324.907715
	Iteration 120F: 3 clusters Score -4484468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -4484471.500000 Penalty: 5324.907715
	Iteration 121Q: 3 clusters Score -4484472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -4484469.000000 Penalty: 5324.907715
	Iteration 122Q: 3 clusters Score -4484469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -4484472.000000 Penalty: 5324.907715
	Iteration 123Q: 3 clusters Score -4484472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -4484465.000000 Penalty: 5324.907715
	Iteration 124Q: 3 clusters Score -4484465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -4484469.500000 Penalty: 5324.907715
	Iteration 125Q: 3 clusters Score -4484470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -4484470.000000 Penalty: 5324.907715
	Iteration 126Q: 3 clusters Score -4484470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -4484468.000000 Penalty: 5324.907715
	Iteration 127Q: 3 clusters Score -4484468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -4484468.000000 Penalty: 5324.907715
	Iteration 128Q: 3 clusters Score -4484468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -4484463.000000 Penalty: 5324.907715
	Iteration 129Q: 3 clusters Score -4484463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -4484463.500000 Penalty: 5324.907715
	Iteration 130Q: 3 clusters Score -4484464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -4484463.500000 Penalty: 5324.907715
	Iteration 131Q: 3 clusters Score -4484464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -4484463.500000 Penalty: 5324.907715
	Iteration 132F: 3 clusters Score -4484464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Entering Unmasked Estep 
Score: -3220643.250000 Penalty: 2573.206543
	Iteration 0F: 2 clusters Score -3220643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3198835.500000 Penalty: 5146.413086
	Iteration 0F: 3 clusters Score -3198836 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3206603.500000 Penalty: 5146.413086
	Iteration 1F: 3 clusters Score -3206604 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3207199.000000 Penalty: 5146.413086
	Iteration 2Q: 3 clusters Score -3207199 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3207807.750000 Penalty: 5146.413086
	Iteration 3Q: 3 clusters Score -3207808 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3208508.500000 Penalty: 5146.413086
	Iteration 4Q: 3 clusters Score -3208508 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3209338.750000 Penalty: 5146.413086
	Iteration 5Q: 3 clusters Score -3209339 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3210287.500000 Penalty: 5146.413086
	Iteration 6F: 3 clusters Score -3210288 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3211327.500000 Penalty: 5146.413086
	Iteration 7F: 3 clusters Score -3211328 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3212388.500000 Penalty: 5146.413086
	Iteration 8Q: 3 clusters Score -3212388 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3213452.500000 Penalty: 5146.413086
	Iteration 9Q: 3 clusters Score -3213452 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3214436.500000 Penalty: 5146.413086
	Iteration 10Q: 3 clusters Score -3214436 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3215240.500000 Penalty: 5146.413086
	Iteration 11Q: 3 clusters Score -3215240 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3215931.500000 Penalty: 5146.413086
	Iteration 12Q: 3 clusters Score -3215932 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3216536.750000 Penalty: 5146.413086
	Iteration 13Q: 3 clusters Score -3216537 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3217031.500000 Penalty: 5146.413086
	Iteration 14Q: 3 clusters Score -3217032 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3217468.250000 Penalty: 5146.413086
	Iteration 15Q: 3 clusters Score -3217468 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3217834.500000 Penalty: 5146.413086
	Iteration 16Q: 3 clusters Score -3217834 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3218099.250000 Penalty: 5146.413086
	Iteration 17Q: 3 clusters Score -3218099 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3218309.250000 Penalty: 5146.413086
	Iteration 18Q: 3 clusters Score -3218309 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3218462.750000 Penalty: 5146.413086
	Iteration 19Q: 3 clusters Score -3218463 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3218539.750000 Penalty: 5146.413086
	Iteration 20F: 3 clusters Score -3218540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3218591.750000 Penalty: 5146.413086
	Iteration 21Q: 3 clusters Score -3218592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3218631.750000 Penalty: 5146.413086
	Iteration 22Q: 3 clusters Score -3218632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3218667.500000 Penalty: 5146.413086
	Iteration 23Q: 3 clusters Score -3218668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3218694.750000 Penalty: 5146.413086
	Iteration 24Q: 3 clusters Score -3218695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3218726.250000 Penalty: 5146.413086
	Iteration 25Q: 3 clusters Score -3218726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -3218751.000000 Penalty: 5146.413086
	Iteration 26Q: 3 clusters Score -3218751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3218777.000000 Penalty: 5146.413086
	Iteration 27Q: 3 clusters Score -3218777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3218793.250000 Penalty: 5146.413086
	Iteration 28Q: 3 clusters Score -3218793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3218804.250000 Penalty: 5146.413086
	Iteration 29Q: 3 clusters Score -3218804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3218818.000000 Penalty: 5146.413086
	Iteration 30Q: 3 clusters Score -3218818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3218828.000000 Penalty: 5146.413086
	Iteration 31Q: 3 clusters Score -3218828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3218833.500000 Penalty: 5146.413086
	Iteration 32Q: 3 clusters Score -3218834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3218841.500000 Penalty: 5146.413086
	Iteration 33Q: 3 clusters Score -3218842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3218839.500000 Penalty: 5146.413086
	Iteration 34Q: 3 clusters Score -3218840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3218843.000000 Penalty: 5146.413086
	Iteration 35Q: 3 clusters Score -3218843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3218852.500000 Penalty: 5146.413086
	Iteration 36Q: 3 clusters Score -3218852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3218852.500000 Penalty: 5146.413086
	Iteration 37Q: 3 clusters Score -3218852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3218860.000000 Penalty: 5146.413086
	Iteration 38Q: 3 clusters Score -3218860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3218862.750000 Penalty: 5146.413086
	Iteration 39Q: 3 clusters Score -3218863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3218872.000000 Penalty: 5146.413086
	Iteration 40F: 3 clusters Score -3218872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3218872.750000 Penalty: 5146.413086
	Iteration 41Q: 3 clusters Score -3218873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3218872.250000 Penalty: 5146.413086
	Iteration 42Q: 3 clusters Score -3218872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3218877.750000 Penalty: 5146.413086
	Iteration 43Q: 3 clusters Score -3218878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3218876.000000 Penalty: 5146.413086
	Iteration 44Q: 3 clusters Score -3218876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3218878.250000 Penalty: 5146.413086
	Iteration 45Q: 3 clusters Score -3218878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3218872.500000 Penalty: 5146.413086
	Iteration 46Q: 3 clusters Score -3218872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -3218874.000000 Penalty: 5146.413086
	Iteration 47Q: 3 clusters Score -3218874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -3218872.000000 Penalty: 5146.413086
	Iteration 48Q: 3 clusters Score -3218872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3218881.250000 Penalty: 5146.413086
	Iteration 49Q: 3 clusters Score -3218881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3218881.500000 Penalty: 5146.413086
	Iteration 50Q: 3 clusters Score -3218882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3218878.500000 Penalty: 5146.413086
	Iteration 51Q: 3 clusters Score -3218878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3218878.500000 Penalty: 5146.413086
	Iteration 52F: 3 clusters Score -3218878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Entering Unmasked Estep 
Score: -2752595.000000 Penalty: 2534.354980
	Iteration 0F: 2 clusters Score -2752595 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 13821 members 
Entering Unmasked Estep 
Score: -2733785.750000 Penalty: 5068.709961
	Iteration 0F: 3 clusters Score -2733786 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2740476.750000 Penalty: 5068.709961
	Iteration 1F: 3 clusters Score -2740477 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2740983.000000 Penalty: 5068.709961
	Iteration 2F: 3 clusters Score -2740983 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2741484.500000 Penalty: 5068.709961
	Iteration 3Q: 3 clusters Score -2741484 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2741998.250000 Penalty: 5068.709961
	Iteration 4Q: 3 clusters Score -2741998 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2742559.750000 Penalty: 5068.709961
	Iteration 5Q: 3 clusters Score -2742560 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2743169.000000 Penalty: 5068.709961
	Iteration 6Q: 3 clusters Score -2743169 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2743921.500000 Penalty: 5068.709961
	Iteration 7Q: 3 clusters Score -2743922 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2744797.250000 Penalty: 5068.709961
	Iteration 8Q: 3 clusters Score -2744797 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2745773.750000 Penalty: 5068.709961
	Iteration 9F: 3 clusters Score -2745774 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2746771.000000 Penalty: 5068.709961
	Iteration 10Q: 3 clusters Score -2746771 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2747784.250000 Penalty: 5068.709961
	Iteration 11Q: 3 clusters Score -2747784 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2748690.500000 Penalty: 5068.709961
	Iteration 12Q: 3 clusters Score -2748690 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2749436.500000 Penalty: 5068.709961
	Iteration 13Q: 3 clusters Score -2749436 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2750005.250000 Penalty: 5068.709961
	Iteration 14Q: 3 clusters Score -2750005 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -2750377.000000 Penalty: 5068.709961
	Iteration 15Q: 3 clusters Score -2750377 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2750630.000000 Penalty: 5068.709961
	Iteration 16Q: 3 clusters Score -2750630 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2750771.000000 Penalty: 5068.709961
	Iteration 17Q: 3 clusters Score -2750771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2750857.500000 Penalty: 5068.709961
	Iteration 18Q: 3 clusters Score -2750858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2750926.500000 Penalty: 5068.709961
	Iteration 19Q: 3 clusters Score -2750926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2750984.250000 Penalty: 5068.709961
	Iteration 20F: 3 clusters Score -2750984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2751028.000000 Penalty: 5068.709961
	Iteration 21Q: 3 clusters Score -2751028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2751068.250000 Penalty: 5068.709961
	Iteration 22Q: 3 clusters Score -2751068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2751108.750000 Penalty: 5068.709961
	Iteration 23Q: 3 clusters Score -2751109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2751138.500000 Penalty: 5068.709961
	Iteration 24Q: 3 clusters Score -2751138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2751150.250000 Penalty: 5068.709961
	Iteration 25Q: 3 clusters Score -2751150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2751166.500000 Penalty: 5068.709961
	Iteration 26Q: 3 clusters Score -2751166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2751163.000000 Penalty: 5068.709961
	Iteration 27Q: 3 clusters Score -2751163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2751171.750000 Penalty: 5068.709961
	Iteration 28Q: 3 clusters Score -2751172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2751178.000000 Penalty: 5068.709961
	Iteration 29Q: 3 clusters Score -2751178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2751186.500000 Penalty: 5068.709961
	Iteration 30Q: 3 clusters Score -2751186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -2751184.250000 Penalty: 5068.709961
	Iteration 31Q: 3 clusters Score -2751184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -2751190.250000 Penalty: 5068.709961
	Iteration 32Q: 3 clusters Score -2751190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2751187.250000 Penalty: 5068.709961
	Iteration 33Q: 3 clusters Score -2751187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -2751185.500000 Penalty: 5068.709961
	Iteration 34Q: 3 clusters Score -2751186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2751187.750000 Penalty: 5068.709961
	Iteration 35Q: 3 clusters Score -2751188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2751186.000000 Penalty: 5068.709961
	Iteration 36Q: 3 clusters Score -2751186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2751187.500000 Penalty: 5068.709961
	Iteration 37Q: 3 clusters Score -2751188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2751192.000000 Penalty: 5068.709961
	Iteration 38Q: 3 clusters Score -2751192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2751200.500000 Penalty: 5068.709961
	Iteration 39Q: 3 clusters Score -2751200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2751195.000000 Penalty: 5068.709961
	Iteration 40F: 3 clusters Score -2751195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2751197.750000 Penalty: 5068.709961
	Iteration 41Q: 3 clusters Score -2751198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2751199.250000 Penalty: 5068.709961
	Iteration 42Q: 3 clusters Score -2751199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2751205.250000 Penalty: 5068.709961
	Iteration 43Q: 3 clusters Score -2751205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2751207.500000 Penalty: 5068.709961
	Iteration 44Q: 3 clusters Score -2751208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -2751207.000000 Penalty: 5068.709961
	Iteration 45Q: 3 clusters Score -2751207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2751211.750000 Penalty: 5068.709961
	Iteration 46Q: 3 clusters Score -2751212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2751214.750000 Penalty: 5068.709961
	Iteration 47Q: 3 clusters Score -2751215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2751215.750000 Penalty: 5068.709961
	Iteration 48Q: 3 clusters Score -2751216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2751214.750000 Penalty: 5068.709961
	Iteration 49Q: 3 clusters Score -2751215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2751214.750000 Penalty: 5068.709961
	Iteration 50F: 3 clusters Score -2751215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -648994.125000 Penalty: 2173.523926
	Iteration 0F: 2 clusters Score -648994.1 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 3243 members 
Entering Unmasked Estep 
Score: -643617.500000 Penalty: 4347.047852
	Iteration 0F: 3 clusters Score -643617.5 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -645004.250000 Penalty: 4347.047852
	Iteration 1F: 3 clusters Score -645004.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -645217.562500 Penalty: 4347.047852
	Iteration 2F: 3 clusters Score -645217.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -645365.562500 Penalty: 4347.047852
	Iteration 3Q: 3 clusters Score -645365.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -645489.437500 Penalty: 4347.047852
	Iteration 4Q: 3 clusters Score -645489.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -645578.437500 Penalty: 4347.047852
	Iteration 5Q: 3 clusters Score -645578.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -645639.500000 Penalty: 4347.047852
	Iteration 6Q: 3 clusters Score -645639.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -645692.000000 Penalty: 4347.047852
	Iteration 7Q: 3 clusters Score -645692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -645738.125000 Penalty: 4347.047852
	Iteration 8Q: 3 clusters Score -645738.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -645778.000000 Penalty: 4347.047852
	Iteration 9Q: 3 clusters Score -645778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -645819.687500 Penalty: 4347.047852
	Iteration 10Q: 3 clusters Score -645819.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -645855.937500 Penalty: 4347.047852
	Iteration 11Q: 3 clusters Score -645855.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -645900.187500 Penalty: 4347.047852
	Iteration 12Q: 3 clusters Score -645900.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -645957.937500 Penalty: 4347.047852
	Iteration 13Q: 3 clusters Score -645957.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -646021.562500 Penalty: 4347.047852
	Iteration 14Q: 3 clusters Score -646021.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -646093.750000 Penalty: 4347.047852
	Iteration 15Q: 3 clusters Score -646093.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -646156.687500 Penalty: 4347.047852
	Iteration 16Q: 3 clusters Score -646156.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -646225.437500 Penalty: 4347.047852
	Iteration 17Q: 3 clusters Score -646225.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -646294.625000 Penalty: 4347.047852
	Iteration 18Q: 3 clusters Score -646294.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -646358.437500 Penalty: 4347.047852
	Iteration 19Q: 3 clusters Score -646358.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -646441.187500 Penalty: 4347.047852
	Iteration 20F: 3 clusters Score -646441.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -646533.500000 Penalty: 4347.047852
	Iteration 21Q: 3 clusters Score -646533.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -646605.312500 Penalty: 4347.047852
	Iteration 22Q: 3 clusters Score -646605.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -646666.000000 Penalty: 4347.047852
	Iteration 23Q: 3 clusters Score -646666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -646735.437500 Penalty: 4347.047852
	Iteration 24Q: 3 clusters Score -646735.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -646791.312500 Penalty: 4347.047852
	Iteration 25Q: 3 clusters Score -646791.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -646834.812500 Penalty: 4347.047852
	Iteration 26Q: 3 clusters Score -646834.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -646873.875000 Penalty: 4347.047852
	Iteration 27Q: 3 clusters Score -646873.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -646913.187500 Penalty: 4347.047852
	Iteration 28Q: 3 clusters Score -646913.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -646946.500000 Penalty: 4347.047852
	Iteration 29Q: 3 clusters Score -646946.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -646971.750000 Penalty: 4347.047852
	Iteration 30Q: 3 clusters Score -646971.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -646992.187500 Penalty: 4347.047852
	Iteration 31Q: 3 clusters Score -646992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -647009.562500 Penalty: 4347.047852
	Iteration 32Q: 3 clusters Score -647009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -647021.750000 Penalty: 4347.047852
	Iteration 33Q: 3 clusters Score -647021.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -647031.875000 Penalty: 4347.047852
	Iteration 34Q: 3 clusters Score -647031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -647037.125000 Penalty: 4347.047852
	Iteration 35Q: 3 clusters Score -647037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -647042.812500 Penalty: 4347.047852
	Iteration 36Q: 3 clusters Score -647042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -647053.187500 Penalty: 4347.047852
	Iteration 37Q: 3 clusters Score -647053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -647056.937500 Penalty: 4347.047852
	Iteration 38Q: 3 clusters Score -647056.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -647063.062500 Penalty: 4347.047852
	Iteration 39Q: 3 clusters Score -647063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -647068.375000 Penalty: 4347.047852
	Iteration 40F: 3 clusters Score -647068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -647070.187500 Penalty: 4347.047852
	Iteration 41Q: 3 clusters Score -647070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -647075.562500 Penalty: 4347.047852
	Iteration 42Q: 3 clusters Score -647075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -647080.375000 Penalty: 4347.047852
	Iteration 43Q: 3 clusters Score -647080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -647084.437500 Penalty: 4347.047852
	Iteration 44Q: 3 clusters Score -647084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -647085.875000 Penalty: 4347.047852
	Iteration 45Q: 3 clusters Score -647085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -647087.062500 Penalty: 4347.047852
	Iteration 46Q: 3 clusters Score -647087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -647093.500000 Penalty: 4347.047852
	Iteration 47Q: 3 clusters Score -647093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -647096.312500 Penalty: 4347.047852
	Iteration 48Q: 3 clusters Score -647096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -647100.625000 Penalty: 4347.047852
	Iteration 49Q: 3 clusters Score -647100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -647104.187500 Penalty: 4347.047852
	Iteration 50Q: 3 clusters Score -647104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -647105.750000 Penalty: 4347.047852
	Iteration 51Q: 3 clusters Score -647105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -647106.687500 Penalty: 4347.047852
	Iteration 52Q: 3 clusters Score -647106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -647108.625000 Penalty: 4347.047852
	Iteration 53Q: 3 clusters Score -647108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -647110.812500 Penalty: 4347.047852
	Iteration 54Q: 3 clusters Score -647110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -647113.125000 Penalty: 4347.047852
	Iteration 55Q: 3 clusters Score -647113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -647115.250000 Penalty: 4347.047852
	Iteration 56Q: 3 clusters Score -647115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -647115.250000 Penalty: 4347.047852
	Iteration 57F: 3 clusters Score -647115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -550150.750000 Penalty: 2153.899170
	Iteration 0F: 2 clusters Score -550150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -545041.062500 Penalty: 4307.798340
	Iteration 0F: 3 clusters Score -545041.1 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -546372.875000 Penalty: 4307.798340
	Iteration 1F: 3 clusters Score -546372.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -546618.625000 Penalty: 4307.798340
	Iteration 2F: 3 clusters Score -546618.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -546845.187500 Penalty: 4307.798340
	Iteration 3F: 3 clusters Score -546845.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -547097.500000 Penalty: 4307.798340
	Iteration 4F: 3 clusters Score -547097.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -547404.812500 Penalty: 4307.798340
	Iteration 5F: 3 clusters Score -547404.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -547724.437500 Penalty: 4307.798340
	Iteration 6F: 3 clusters Score -547724.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -547996.562500 Penalty: 4307.798340
	Iteration 7F: 3 clusters Score -547996.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -548194.625000 Penalty: 4307.798340
	Iteration 8Q: 3 clusters Score -548194.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -548340.625000 Penalty: 4307.798340
	Iteration 9Q: 3 clusters Score -548340.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -548431.875000 Penalty: 4307.798340
	Iteration 10Q: 3 clusters Score -548431.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -548485.187500 Penalty: 4307.798340
	Iteration 11Q: 3 clusters Score -548485.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -548516.812500 Penalty: 4307.798340
	Iteration 12Q: 3 clusters Score -548516.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -548542.375000 Penalty: 4307.798340
	Iteration 13Q: 3 clusters Score -548542.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -548562.375000 Penalty: 4307.798340
	Iteration 14Q: 3 clusters Score -548562.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -548575.500000 Penalty: 4307.798340
	Iteration 15Q: 3 clusters Score -548575.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -548583.312500 Penalty: 4307.798340
	Iteration 16Q: 3 clusters Score -548583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -548587.062500 Penalty: 4307.798340
	Iteration 17Q: 3 clusters Score -548587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -548590.000000 Penalty: 4307.798340
	Iteration 18Q: 3 clusters Score -548590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -548594.875000 Penalty: 4307.798340
	Iteration 19Q: 3 clusters Score -548594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -548599.500000 Penalty: 4307.798340
	Iteration 20F: 3 clusters Score -548599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -548603.187500 Penalty: 4307.798340
	Iteration 21Q: 3 clusters Score -548603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -548605.625000 Penalty: 4307.798340
	Iteration 22Q: 3 clusters Score -548605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -548608.062500 Penalty: 4307.798340
	Iteration 23Q: 3 clusters Score -548608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -548608.562500 Penalty: 4307.798340
	Iteration 24Q: 3 clusters Score -548608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -548610.125000 Penalty: 4307.798340
	Iteration 25Q: 3 clusters Score -548610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -548613.125000 Penalty: 4307.798340
	Iteration 26Q: 3 clusters Score -548613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -548615.437500 Penalty: 4307.798340
	Iteration 27Q: 3 clusters Score -548615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -548618.687500 Penalty: 4307.798340
	Iteration 28Q: 3 clusters Score -548618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -548619.625000 Penalty: 4307.798340
	Iteration 29Q: 3 clusters Score -548619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -548621.437500 Penalty: 4307.798340
	Iteration 30Q: 3 clusters Score -548621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -548621.750000 Penalty: 4307.798340
	Iteration 31Q: 3 clusters Score -548621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -548621.750000 Penalty: 4307.798340
	Iteration 32F: 3 clusters Score -548621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -661276.312500 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -661276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -655500.937500 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -655500.9 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -657184.187500 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -657184.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -657553.312500 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -657553.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -657916.875000 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -657916.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -658274.062500 Penalty: 4395.581055
	Iteration 4F: 3 clusters Score -658274.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -658605.812500 Penalty: 4395.581055
	Iteration 5F: 3 clusters Score -658605.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -658909.500000 Penalty: 4395.581055
	Iteration 6F: 3 clusters Score -658909.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -659133.125000 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -659133.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -659324.187500 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -659324.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -659459.687500 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -659459.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -659586.750000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -659586.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -659686.937500 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -659686.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -659757.812500 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -659757.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -659825.500000 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -659825.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -659887.375000 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -659887.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -659935.000000 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -659935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -659978.062500 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -659978.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -660017.937500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -660017.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -660054.875000 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -660054.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -660081.625000 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -660081.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -660097.187500 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -660097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -660106.625000 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -660106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -660119.562500 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -660119.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -660131.625000 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -660131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -660138.625000 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -660138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -660148.625000 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -660148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -660154.187500 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -660154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -660156.375000 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -660156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -660161.250000 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -660161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -660166.375000 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -660166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -660171.125000 Penalty: 4395.581055
	Iteration 30Q: 3 clusters Score -660171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -660176.187500 Penalty: 4395.581055
	Iteration 31Q: 3 clusters Score -660176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -660181.187500 Penalty: 4395.581055
	Iteration 32Q: 3 clusters Score -660181.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -660185.500000 Penalty: 4395.581055
	Iteration 33Q: 3 clusters Score -660185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -660189.187500 Penalty: 4395.581055
	Iteration 34Q: 3 clusters Score -660189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -660190.125000 Penalty: 4395.581055
	Iteration 35Q: 3 clusters Score -660190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -660191.937500 Penalty: 4395.581055
	Iteration 36Q: 3 clusters Score -660191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -660191.750000 Penalty: 4395.581055
	Iteration 37Q: 3 clusters Score -660191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -660195.187500 Penalty: 4395.581055
	Iteration 38Q: 3 clusters Score -660195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -660199.000000 Penalty: 4395.581055
	Iteration 39Q: 3 clusters Score -660199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -660200.062500 Penalty: 4395.581055
	Iteration 40F: 3 clusters Score -660200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -660204.375000 Penalty: 4395.581055
	Iteration 41Q: 3 clusters Score -660204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -660205.750000 Penalty: 4395.581055
	Iteration 42Q: 3 clusters Score -660205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -660208.000000 Penalty: 4395.581055
	Iteration 43Q: 3 clusters Score -660208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -660206.625000 Penalty: 4395.581055
	Iteration 44Q: 3 clusters Score -660206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -660206.375000 Penalty: 4395.581055
	Iteration 45Q: 3 clusters Score -660206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -660206.375000 Penalty: 4395.581055
	Iteration 46F: 3 clusters Score -660206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -159124.453125 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -159124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -156622.234375 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -156622.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -157313.812500 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -157313.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -157689.859375 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -157689.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -158086.890625 Penalty: 3744.083740
	Iteration 3F: 3 clusters Score -158086.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -158357.859375 Penalty: 3744.083740
	Iteration 4F: 3 clusters Score -158357.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158605.734375 Penalty: 3744.083740
	Iteration 5F: 3 clusters Score -158605.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -158753.812500 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -158753.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -158871.062500 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -158871.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158982.734375 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -158982.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -159061.765625 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -159061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159112.562500 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -159112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159123.109375 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -159123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159127.062500 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -159127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -159132.593750 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -159132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -159134.281250 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -159134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -159136.546875 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -159136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -159138.718750 Penalty: 3744.083740
	Iteration 16Q: 3 clusters Score -159138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159142.562500 Penalty: 3744.083740
	Iteration 17Q: 3 clusters Score -159142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159143.312500 Penalty: 3744.083740
	Iteration 18Q: 3 clusters Score -159143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159144.625000 Penalty: 3744.083740
	Iteration 19Q: 3 clusters Score -159144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159144.625000 Penalty: 3744.083740
	Iteration 20F: 3 clusters Score -159144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8052 members 
Mstep: Class 42 contains 1022 members 
Entering Unmasked Estep 
Score: -58910596.000000 Penalty: 139028.390625
Splitting cluster 37 changes total score from -58910724.000000 to -58910596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (13885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Entering Unmasked Estep 
Score: -1392310.625000 Penalty: 2365.563965
	Iteration 0F: 2 clusters Score -1392311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1382178.250000 Penalty: 4731.127930
	Iteration 0F: 3 clusters Score -1382178 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1385372.500000 Penalty: 4731.127930
	Iteration 1F: 3 clusters Score -1385372 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1385772.625000 Penalty: 4731.127930
	Iteration 2F: 3 clusters Score -1385773 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1386127.875000 Penalty: 4731.127930
	Iteration 3F: 3 clusters Score -1386128 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1386433.500000 Penalty: 4731.127930
	Iteration 4Q: 3 clusters Score -1386434 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1386734.000000 Penalty: 4731.127930
	Iteration 5Q: 3 clusters Score -1386734 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1387022.750000 Penalty: 4731.127930
	Iteration 6Q: 3 clusters Score -1387023 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1387299.375000 Penalty: 4731.127930
	Iteration 7Q: 3 clusters Score -1387299 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1387561.125000 Penalty: 4731.127930
	Iteration 8Q: 3 clusters Score -1387561 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1387807.500000 Penalty: 4731.127930
	Iteration 9Q: 3 clusters Score -1387808 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1387998.375000 Penalty: 4731.127930
	Iteration 10Q: 3 clusters Score -1387998 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1388173.625000 Penalty: 4731.127930
	Iteration 11Q: 3 clusters Score -1388174 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1388343.250000 Penalty: 4731.127930
	Iteration 12Q: 3 clusters Score -1388343 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1388484.375000 Penalty: 4731.127930
	Iteration 13Q: 3 clusters Score -1388484 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1388598.375000 Penalty: 4731.127930
	Iteration 14Q: 3 clusters Score -1388598 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1388691.125000 Penalty: 4731.127930
	Iteration 15Q: 3 clusters Score -1388691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1388752.625000 Penalty: 4731.127930
	Iteration 16Q: 3 clusters Score -1388753 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1388794.250000 Penalty: 4731.127930
	Iteration 17Q: 3 clusters Score -1388794 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1388845.000000 Penalty: 4731.127930
	Iteration 18Q: 3 clusters Score -1388845 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1388867.875000 Penalty: 4731.127930
	Iteration 19Q: 3 clusters Score -1388868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1388898.750000 Penalty: 4731.127930
	Iteration 20F: 3 clusters Score -1388899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1388918.500000 Penalty: 4731.127930
	Iteration 21Q: 3 clusters Score -1388918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1388932.625000 Penalty: 4731.127930
	Iteration 22Q: 3 clusters Score -1388933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1388941.625000 Penalty: 4731.127930
	Iteration 23Q: 3 clusters Score -1388942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1388951.875000 Penalty: 4731.127930
	Iteration 24Q: 3 clusters Score -1388952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1388956.750000 Penalty: 4731.127930
	Iteration 25Q: 3 clusters Score -1388957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1388965.125000 Penalty: 4731.127930
	Iteration 26Q: 3 clusters Score -1388965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1388973.500000 Penalty: 4731.127930
	Iteration 27Q: 3 clusters Score -1388974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1388969.625000 Penalty: 4731.127930
	Iteration 28Q: 3 clusters Score -1388970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1388975.750000 Penalty: 4731.127930
	Iteration 29Q: 3 clusters Score -1388976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1388980.500000 Penalty: 4731.127930
	Iteration 30Q: 3 clusters Score -1388980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1388983.125000 Penalty: 4731.127930
	Iteration 31Q: 3 clusters Score -1388983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1388985.875000 Penalty: 4731.127930
	Iteration 32Q: 3 clusters Score -1388986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1388984.625000 Penalty: 4731.127930
	Iteration 33Q: 3 clusters Score -1388985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1388980.625000 Penalty: 4731.127930
	Iteration 34Q: 3 clusters Score -1388981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1388987.875000 Penalty: 4731.127930
	Iteration 35Q: 3 clusters Score -1388988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1388983.750000 Penalty: 4731.127930
	Iteration 36Q: 3 clusters Score -1388984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1388989.000000 Penalty: 4731.127930
	Iteration 37Q: 3 clusters Score -1388989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1388986.625000 Penalty: 4731.127930
	Iteration 38Q: 3 clusters Score -1388987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1388982.750000 Penalty: 4731.127930
	Iteration 39Q: 3 clusters Score -1388983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1388983.250000 Penalty: 4731.127930
	Iteration 40F: 3 clusters Score -1388983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1388986.500000 Penalty: 4731.127930
	Iteration 41Q: 3 clusters Score -1388986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1388984.250000 Penalty: 4731.127930
	Iteration 42Q: 3 clusters Score -1388984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1388984.250000 Penalty: 4731.127930
	Iteration 43F: 3 clusters Score -1388984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -190451.156250 Penalty: 1891.026611
	Iteration 0F: 2 clusters Score -190451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -187779.734375 Penalty: 3782.053223
	Iteration 0F: 3 clusters Score -187779.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -188303.859375 Penalty: 3782.053223
	Iteration 1F: 3 clusters Score -188303.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188517.578125 Penalty: 3782.053223
	Iteration 2F: 3 clusters Score -188517.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188644.140625 Penalty: 3782.053223
	Iteration 3F: 3 clusters Score -188644.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188714.078125 Penalty: 3782.053223
	Iteration 4Q: 3 clusters Score -188714.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -188764.187500 Penalty: 3782.053223
	Iteration 5Q: 3 clusters Score -188764.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188809.765625 Penalty: 3782.053223
	Iteration 6Q: 3 clusters Score -188809.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188829.281250 Penalty: 3782.053223
	Iteration 7Q: 3 clusters Score -188829.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -188839.859375 Penalty: 3782.053223
	Iteration 8Q: 3 clusters Score -188839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188848.171875 Penalty: 3782.053223
	Iteration 9Q: 3 clusters Score -188848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188856.328125 Penalty: 3782.053223
	Iteration 10Q: 3 clusters Score -188856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188861.437500 Penalty: 3782.053223
	Iteration 11Q: 3 clusters Score -188861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188863.968750 Penalty: 3782.053223
	Iteration 12Q: 3 clusters Score -188864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188865.812500 Penalty: 3782.053223
	Iteration 13Q: 3 clusters Score -188865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188867.046875 Penalty: 3782.053223
	Iteration 14Q: 3 clusters Score -188867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188868.437500 Penalty: 3782.053223
	Iteration 15Q: 3 clusters Score -188868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188871.406250 Penalty: 3782.053223
	Iteration 16Q: 3 clusters Score -188871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188873.140625 Penalty: 3782.053223
	Iteration 17Q: 3 clusters Score -188873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188875.078125 Penalty: 3782.053223
	Iteration 18Q: 3 clusters Score -188875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188875.609375 Penalty: 3782.053223
	Iteration 19Q: 3 clusters Score -188875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188876.484375 Penalty: 3782.053223
	Iteration 20F: 3 clusters Score -188876.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -215771.531250 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -215771.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212833.343750 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -212833.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -213754.734375 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -213754.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -214184.531250 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -214184.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -214491.078125 Penalty: 3912.055420
	Iteration 3F: 3 clusters Score -214491.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -214685.828125 Penalty: 3912.055420
	Iteration 4F: 3 clusters Score -214685.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214797.281250 Penalty: 3912.055420
	Iteration 5Q: 3 clusters Score -214797.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -214863.187500 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -214863.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -214922.343750 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -214922.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -214965.359375 Penalty: 3912.055420
	Iteration 8Q: 3 clusters Score -214965.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -214997.593750 Penalty: 3912.055420
	Iteration 9Q: 3 clusters Score -214997.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215024.609375 Penalty: 3912.055420
	Iteration 10Q: 3 clusters Score -215024.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215059.625000 Penalty: 3912.055420
	Iteration 11Q: 3 clusters Score -215059.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215101.609375 Penalty: 3912.055420
	Iteration 12Q: 3 clusters Score -215101.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -215132.000000 Penalty: 3912.055420
	Iteration 13Q: 3 clusters Score -215132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -215148.312500 Penalty: 3912.055420
	Iteration 14Q: 3 clusters Score -215148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -215156.343750 Penalty: 3912.055420
	Iteration 15Q: 3 clusters Score -215156.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -215167.500000 Penalty: 3912.055420
	Iteration 16Q: 3 clusters Score -215167.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215178.375000 Penalty: 3912.055420
	Iteration 17Q: 3 clusters Score -215178.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -215181.703125 Penalty: 3912.055420
	Iteration 18Q: 3 clusters Score -215181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215183.046875 Penalty: 3912.055420
	Iteration 19Q: 3 clusters Score -215183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215184.546875 Penalty: 3912.055420
	Iteration 20F: 3 clusters Score -215184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215189.093750 Penalty: 3912.055420
	Iteration 21Q: 3 clusters Score -215189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -215192.406250 Penalty: 3912.055420
	Iteration 22Q: 3 clusters Score -215192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215193.500000 Penalty: 3912.055420
	Iteration 23Q: 3 clusters Score -215193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215194.296875 Penalty: 3912.055420
	Iteration 24Q: 3 clusters Score -215194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -215195.375000 Penalty: 3912.055420
	Iteration 25Q: 3 clusters Score -215195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -215195.375000 Penalty: 3912.055420
	Iteration 26F: 3 clusters Score -215195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 8613 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 12944 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 25175 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14385 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57918 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6632 members 
Mstep: Class 30 contains 59484 members 
Mstep: Class 31 contains 45968 members 
Mstep: Class 32 contains 32075 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13885 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913508.000000 Penalty: 135718.187500
Iteration 181F: 42 clusters Score -5.891351e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 12899 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 14887 members 
Mstep: Class 11 contains 25176 members 
Mstep: Class 12 contains 15272 members 
Mstep: Class 13 contains 14393 members 
Mstep: Class 14 contains 96972 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 8828 members 
Mstep: Class 17 contains 18243 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57841 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11123 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6521 members 
Mstep: Class 30 contains 59558 members 
Mstep: Class 31 contains 45887 members 
Mstep: Class 32 contains 32078 members 
Mstep: Class 33 contains 27420 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7059 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13884 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Mstep: Class 41 contains 8149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58915164.000000 Penalty: 135718.187500
Iteration 182Q: 42 clusters Score -5.891516e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 14856 members 
Mstep: Class 11 contains 25170 members 
Mstep: Class 12 contains 15280 members 
Mstep: Class 13 contains 14395 members 
Mstep: Class 14 contains 96969 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 18238 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 6786 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57836 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 11103 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 17755 members 
Mstep: Class 29 contains 6447 members 
Mstep: Class 30 contains 59572 members 
Mstep: Class 31 contains 45815 members 
Mstep: Class 32 contains 32080 members 
Mstep: Class 33 contains 27426 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7060 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13889 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2655 members 
Mstep: Class 41 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58915804.000000 Penalty: 135718.187500
Iteration 183Q: 42 clusters Score -5.89158e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 8522 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 12790 members 
Mstep: Class 8 contains 5079 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 14835 members 
Mstep: Class 11 contains 25163 members 
Mstep: Class 12 contains 15285 members 
Mstep: Class 13 contains 14392 members 
Mstep: Class 14 contains 96975 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 18234 members 
Mstep: Class 18 contains 5679 members 
Mstep: Class 19 contains 6764 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57846 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 11076 members 
Mstep: Class 27 contains 10068 members 
Mstep: Class 28 contains 17752 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 59592 members 
Mstep: Class 31 contains 45750 members 
Mstep: Class 32 contains 32081 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13897 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2655 members 
Mstep: Class 41 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916076.000000 Penalty: 135718.187500
Iteration 184Q: 42 clusters Score -5.891608e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 25155 members 
Mstep: Class 12 contains 15284 members 
Mstep: Class 13 contains 14392 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 19621 members 
Mstep: Class 16 contains 8877 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 5666 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57838 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6982 members 
Mstep: Class 26 contains 11072 members 
Mstep: Class 27 contains 10055 members 
Mstep: Class 28 contains 17754 members 
Mstep: Class 29 contains 6338 members 
Mstep: Class 30 contains 59610 members 
Mstep: Class 31 contains 45671 members 
Mstep: Class 32 contains 32083 members 
Mstep: Class 33 contains 27431 members 
Mstep: Class 34 contains 6397 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13904 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2656 members 
Mstep: Class 41 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916212.000000 Penalty: 135718.187500
Iteration 185Q: 42 clusters Score -5.891621e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 12712 members 
Mstep: Class 8 contains 5282 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 25153 members 
Mstep: Class 12 contains 15295 members 
Mstep: Class 13 contains 14393 members 
Mstep: Class 14 contains 96962 members 
Mstep: Class 15 contains 19587 members 
Mstep: Class 16 contains 8895 members 
Mstep: Class 17 contains 18245 members 
Mstep: Class 18 contains 5653 members 
Mstep: Class 19 contains 6747 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57829 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6981 members 
Mstep: Class 26 contains 11086 members 
Mstep: Class 27 contains 10044 members 
Mstep: Class 28 contains 17755 members 
Mstep: Class 29 contains 6294 members 
Mstep: Class 30 contains 59623 members 
Mstep: Class 31 contains 45609 members 
Mstep: Class 32 contains 32089 members 
Mstep: Class 33 contains 27438 members 
Mstep: Class 34 contains 6394 members 
Mstep: Class 35 contains 5910 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13913 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2656 members 
Mstep: Class 41 contains 8608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916372.000000 Penalty: 135718.187500
Iteration 186Q: 42 clusters Score -5.891637e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 12674 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 14831 members 
Mstep: Class 11 contains 25145 members 
Mstep: Class 12 contains 15296 members 
Mstep: Class 13 contains 14384 members 
Mstep: Class 14 contains 96952 members 
Mstep: Class 15 contains 19574 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 18232 members 
Mstep: Class 18 contains 5642 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57830 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 11116 members 
Mstep: Class 27 contains 10032 members 
Mstep: Class 28 contains 17755 members 
Mstep: Class 29 contains 6250 members 
Mstep: Class 30 contains 59635 members 
Mstep: Class 31 contains 45541 members 
Mstep: Class 32 contains 32098 members 
Mstep: Class 33 contains 27453 members 
Mstep: Class 34 contains 6395 members 
Mstep: Class 35 contains 5907 members 
Mstep: Class 36 contains 7064 members 
Mstep: Class 37 contains 1897 members 
Mstep: Class 38 contains 13925 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2657 members 
Mstep: Class 41 contains 8643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916512.000000 Penalty: 135718.187500
Iteration 187Q: 42 clusters Score -5.891651e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 12627 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 25148 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 96942 members 
Mstep: Class 15 contains 19561 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 17 contains 18211 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57830 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 11132 members 
Mstep: Class 27 contains 10014 members 
Mstep: Class 28 contains 17752 members 
Mstep: Class 29 contains 6224 members 
Mstep: Class 30 contains 59647 members 
Mstep: Class 31 contains 45486 members 
Mstep: Class 32 contains 32105 members 
Mstep: Class 33 contains 27464 members 
Mstep: Class 34 contains 6392 members 
Mstep: Class 35 contains 5903 members 
Mstep: Class 36 contains 7065 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13941 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2660 members 
Mstep: Class 41 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916640.000000 Penalty: 135718.187500
Iteration 188Q: 42 clusters Score -5.891664e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 14859 members 
Mstep: Class 11 contains 25145 members 
Mstep: Class 12 contains 15279 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 96945 members 
Mstep: Class 15 contains 19560 members 
Mstep: Class 16 contains 8948 members 
Mstep: Class 17 contains 18188 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57823 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 11140 members 
Mstep: Class 27 contains 9994 members 
Mstep: Class 28 contains 17747 members 
Mstep: Class 29 contains 6201 members 
Mstep: Class 30 contains 59666 members 
Mstep: Class 31 contains 45437 members 
Mstep: Class 32 contains 32113 members 
Mstep: Class 33 contains 27474 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 5903 members 
Mstep: Class 36 contains 7064 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13959 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916976.000000 Penalty: 135718.187500
Iteration 189Q: 42 clusters Score -5.891698e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 25141 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 96942 members 
Mstep: Class 15 contains 19557 members 
Mstep: Class 16 contains 8962 members 
Mstep: Class 17 contains 18158 members 
Mstep: Class 18 contains 5627 members 
Mstep: Class 19 contains 6711 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57824 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 11149 members 
Mstep: Class 27 contains 9976 members 
Mstep: Class 28 contains 17745 members 
Mstep: Class 29 contains 6190 members 
Mstep: Class 30 contains 59677 members 
Mstep: Class 31 contains 45389 members 
Mstep: Class 32 contains 32120 members 
Mstep: Class 33 contains 27479 members 
Mstep: Class 34 contains 6388 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 7064 members 
Mstep: Class 37 contains 1898 members 
Mstep: Class 38 contains 13982 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917028.000000 Penalty: 135718.187500
Iteration 190Q: 42 clusters Score -5.891703e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 25142 members 
Mstep: Class 12 contains 15273 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 96934 members 
Mstep: Class 15 contains 19547 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 18122 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57824 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 9965 members 
Mstep: Class 28 contains 17745 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 59694 members 
Mstep: Class 31 contains 45348 members 
Mstep: Class 32 contains 32127 members 
Mstep: Class 33 contains 27479 members 
Mstep: Class 34 contains 6382 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 7063 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 13998 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916972.000000 Penalty: 135718.187500
Iteration 191Q: 42 clusters Score -5.891697e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 6492 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 12550 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 25142 members 
Mstep: Class 12 contains 15265 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 96938 members 
Mstep: Class 15 contains 19541 members 
Mstep: Class 16 contains 8977 members 
Mstep: Class 17 contains 18092 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 19 contains 6692 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57830 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 11174 members 
Mstep: Class 27 contains 9953 members 
Mstep: Class 28 contains 17743 members 
Mstep: Class 29 contains 6171 members 
Mstep: Class 30 contains 59701 members 
Mstep: Class 31 contains 45316 members 
Mstep: Class 32 contains 32135 members 
Mstep: Class 33 contains 27481 members 
Mstep: Class 34 contains 6382 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 7063 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 14011 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 8808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916992.000000 Penalty: 135718.187500
Iteration 192Q: 42 clusters Score -5.891699e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 8586 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 12536 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 25141 members 
Mstep: Class 12 contains 15261 members 
Mstep: Class 13 contains 14354 members 
Mstep: Class 14 contains 96935 members 
Mstep: Class 15 contains 19539 members 
Mstep: Class 16 contains 8984 members 
Mstep: Class 17 contains 18065 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57827 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 11179 members 
Mstep: Class 27 contains 9946 members 
Mstep: Class 28 contains 17740 members 
Mstep: Class 29 contains 6165 members 
Mstep: Class 30 contains 59707 members 
Mstep: Class 31 contains 45289 members 
Mstep: Class 32 contains 32148 members 
Mstep: Class 33 contains 27480 members 
Mstep: Class 34 contains 6383 members 
Mstep: Class 35 contains 5899 members 
Mstep: Class 36 contains 7063 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 14014 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 8835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917004.000000 Penalty: 135718.187500
Iteration 193Q: 42 clusters Score -5.8917e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 8591 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 12516 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 14924 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15256 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 96937 members 
Mstep: Class 15 contains 19544 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 18045 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 6678 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57831 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 11191 members 
Mstep: Class 27 contains 9937 members 
Mstep: Class 28 contains 17735 members 
Mstep: Class 29 contains 6158 members 
Mstep: Class 30 contains 59716 members 
Mstep: Class 31 contains 45269 members 
Mstep: Class 32 contains 32157 members 
Mstep: Class 33 contains 27482 members 
Mstep: Class 34 contains 6385 members 
Mstep: Class 35 contains 5897 members 
Mstep: Class 36 contains 7063 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 14016 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916992.000000 Penalty: 135718.187500
Iteration 194Q: 42 clusters Score -5.891699e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 5672 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 25141 members 
Mstep: Class 12 contains 15252 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 96940 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 8993 members 
Mstep: Class 17 contains 18029 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 6676 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 57835 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 11193 members 
Mstep: Class 27 contains 9933 members 
Mstep: Class 28 contains 17730 members 
Mstep: Class 29 contains 6155 members 
Mstep: Class 30 contains 59721 members 
Mstep: Class 31 contains 45254 members 
Mstep: Class 32 contains 32163 members 
Mstep: Class 33 contains 27483 members 
Mstep: Class 34 contains 6384 members 
Mstep: Class 35 contains 5896 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 14016 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917004.000000 Penalty: 135718.187500
Iteration 195Q: 42 clusters Score -5.8917e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 8593 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12501 members 
Mstep: Class 8 contains 5680 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 15251 members 
Mstep: Class 13 contains 14349 members 
Mstep: Class 14 contains 96947 members 
Mstep: Class 15 contains 19566 members 
Mstep: Class 16 contains 8995 members 
Mstep: Class 17 contains 18010 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 57834 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11201 members 
Mstep: Class 27 contains 9929 members 
Mstep: Class 28 contains 17725 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45232 members 
Mstep: Class 32 contains 32167 members 
Mstep: Class 33 contains 27481 members 
Mstep: Class 34 contains 6382 members 
Mstep: Class 35 contains 5896 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 14019 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917072.000000 Penalty: 135718.187500
Iteration 196Q: 42 clusters Score -5.891707e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5348 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6481 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 12495 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 25137 members 
Mstep: Class 12 contains 15253 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 96942 members 
Mstep: Class 15 contains 19578 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 17997 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 57837 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11196 members 
Mstep: Class 27 contains 9920 members 
Mstep: Class 28 contains 17724 members 
Mstep: Class 29 contains 6149 members 
Mstep: Class 30 contains 59721 members 
Mstep: Class 31 contains 45212 members 
Mstep: Class 32 contains 32172 members 
Mstep: Class 33 contains 27485 members 
Mstep: Class 34 contains 6377 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14023 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917116.000000 Penalty: 135718.187500
Iteration 197Q: 42 clusters Score -5.891712e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6478 members 
Mstep: Class 5 contains 8605 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 12488 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15256 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 96941 members 
Mstep: Class 15 contains 19585 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 17 contains 17984 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 6678 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1805 members 
Mstep: Class 22 contains 57837 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 11194 members 
Mstep: Class 27 contains 9915 members 
Mstep: Class 28 contains 17719 members 
Mstep: Class 29 contains 6149 members 
Mstep: Class 30 contains 59720 members 
Mstep: Class 31 contains 45204 members 
Mstep: Class 32 contains 32179 members 
Mstep: Class 33 contains 27489 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14028 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917000.000000 Penalty: 135718.187500
Iteration 198Q: 42 clusters Score -5.8917e+07 nChanged 130
Entering ConstructFrom: 
Score: -58917000.000000 Penalty: 135718.187500
Entering ConstructFrom: 
Trying to split cluster 1 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -710058.812500 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -710058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -703949.187500 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -703949.2 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -705711.562500 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -705711.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -706042.687500 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -706042.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -706284.812500 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -706284.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -706574.625000 Penalty: 4423.583984
	Iteration 4F: 3 clusters Score -706574.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -706968.437500 Penalty: 4423.583984
	Iteration 5F: 3 clusters Score -706968.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -707569.937500 Penalty: 4423.583984
	Iteration 6F: 3 clusters Score -707569.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -708251.812500 Penalty: 4423.583984
	Iteration 7F: 3 clusters Score -708251.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -708767.562500 Penalty: 4423.583984
	Iteration 8F: 3 clusters Score -708767.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -709079.437500 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -709079.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -709280.687500 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -709280.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -709403.562500 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -709403.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -709475.625000 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -709475.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -709516.125000 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -709516.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -709534.312500 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -709534.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -709541.687500 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -709541.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -709550.750000 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -709550.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -709559.062500 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -709559.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -709565.875000 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -709565.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -709573.500000 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -709573.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -709579.750000 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -709579.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -709585.000000 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -709585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -709588.125000 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -709588.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -709591.375000 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -709591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -709596.000000 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -709596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -709599.062500 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -709599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -709603.312500 Penalty: 4423.583984
	Iteration 26Q: 3 clusters Score -709603.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -709610.562500 Penalty: 4423.583984
	Iteration 27Q: 3 clusters Score -709610.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -709621.625000 Penalty: 4423.583984
	Iteration 28Q: 3 clusters Score -709621.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -709627.750000 Penalty: 4423.583984
	Iteration 29Q: 3 clusters Score -709627.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -709634.312500 Penalty: 4423.583984
	Iteration 30Q: 3 clusters Score -709634.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -709640.000000 Penalty: 4423.583984
	Iteration 31Q: 3 clusters Score -709640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -709646.750000 Penalty: 4423.583984
	Iteration 32Q: 3 clusters Score -709646.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -709654.062500 Penalty: 4423.583984
	Iteration 33Q: 3 clusters Score -709654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -709662.812500 Penalty: 4423.583984
	Iteration 34Q: 3 clusters Score -709662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -709664.875000 Penalty: 4423.583984
	Iteration 35Q: 3 clusters Score -709664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -709672.375000 Penalty: 4423.583984
	Iteration 36Q: 3 clusters Score -709672.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -709679.875000 Penalty: 4423.583984
	Iteration 37Q: 3 clusters Score -709679.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -709687.125000 Penalty: 4423.583984
	Iteration 38Q: 3 clusters Score -709687.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -709690.375000 Penalty: 4423.583984
	Iteration 39Q: 3 clusters Score -709690.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -709698.625000 Penalty: 4423.583984
	Iteration 40F: 3 clusters Score -709698.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -709703.000000 Penalty: 4423.583984
	Iteration 41Q: 3 clusters Score -709703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -709708.250000 Penalty: 4423.583984
	Iteration 42Q: 3 clusters Score -709708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -709709.062500 Penalty: 4423.583984
	Iteration 43Q: 3 clusters Score -709709.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -709711.000000 Penalty: 4423.583984
	Iteration 44Q: 3 clusters Score -709711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -709715.937500 Penalty: 4423.583984
	Iteration 45Q: 3 clusters Score -709715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -709722.375000 Penalty: 4423.583984
	Iteration 46Q: 3 clusters Score -709722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -709723.375000 Penalty: 4423.583984
	Iteration 47Q: 3 clusters Score -709723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -709728.875000 Penalty: 4423.583984
	Iteration 48Q: 3 clusters Score -709728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -709733.500000 Penalty: 4423.583984
	Iteration 49Q: 3 clusters Score -709733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -709735.125000 Penalty: 4423.583984
	Iteration 50Q: 3 clusters Score -709735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -709740.625000 Penalty: 4423.583984
	Iteration 51Q: 3 clusters Score -709740.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -709745.250000 Penalty: 4423.583984
	Iteration 52Q: 3 clusters Score -709745.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -709748.937500 Penalty: 4423.583984
	Iteration 53Q: 3 clusters Score -709748.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -709755.375000 Penalty: 4423.583984
	Iteration 54Q: 3 clusters Score -709755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -709760.625000 Penalty: 4423.583984
	Iteration 55Q: 3 clusters Score -709760.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -709765.062500 Penalty: 4423.583984
	Iteration 56Q: 3 clusters Score -709765.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -709767.750000 Penalty: 4423.583984
	Iteration 57Q: 3 clusters Score -709767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -709773.625000 Penalty: 4423.583984
	Iteration 58Q: 3 clusters Score -709773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -709775.312500 Penalty: 4423.583984
	Iteration 59Q: 3 clusters Score -709775.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -709783.437500 Penalty: 4423.583984
	Iteration 60F: 3 clusters Score -709783.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -709789.187500 Penalty: 4423.583984
	Iteration 61Q: 3 clusters Score -709789.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -709795.625000 Penalty: 4423.583984
	Iteration 62Q: 3 clusters Score -709795.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -709799.437500 Penalty: 4423.583984
	Iteration 63Q: 3 clusters Score -709799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -709802.375000 Penalty: 4423.583984
	Iteration 64Q: 3 clusters Score -709802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -709808.687500 Penalty: 4423.583984
	Iteration 65Q: 3 clusters Score -709808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -709812.437500 Penalty: 4423.583984
	Iteration 66Q: 3 clusters Score -709812.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -709816.062500 Penalty: 4423.583984
	Iteration 67Q: 3 clusters Score -709816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -709818.625000 Penalty: 4423.583984
	Iteration 68Q: 3 clusters Score -709818.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -709819.000000 Penalty: 4423.583984
	Iteration 69Q: 3 clusters Score -709819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -709821.687500 Penalty: 4423.583984
	Iteration 70Q: 3 clusters Score -709821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -709822.937500 Penalty: 4423.583984
	Iteration 71Q: 3 clusters Score -709822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -709826.750000 Penalty: 4423.583984
	Iteration 72Q: 3 clusters Score -709826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -709828.812500 Penalty: 4423.583984
	Iteration 73Q: 3 clusters Score -709828.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -709831.750000 Penalty: 4423.583984
	Iteration 74Q: 3 clusters Score -709831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -709835.375000 Penalty: 4423.583984
	Iteration 75Q: 3 clusters Score -709835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -709838.000000 Penalty: 4423.583984
	Iteration 76Q: 3 clusters Score -709838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -709841.187500 Penalty: 4423.583984
	Iteration 77Q: 3 clusters Score -709841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -709845.312500 Penalty: 4423.583984
	Iteration 78Q: 3 clusters Score -709845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -709848.875000 Penalty: 4423.583984
	Iteration 79Q: 3 clusters Score -709848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -709854.375000 Penalty: 4423.583984
	Iteration 80F: 3 clusters Score -709854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -709855.875000 Penalty: 4423.583984
	Iteration 81Q: 3 clusters Score -709855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -709864.375000 Penalty: 4423.583984
	Iteration 82Q: 3 clusters Score -709864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -709867.687500 Penalty: 4423.583984
	Iteration 83Q: 3 clusters Score -709867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -709871.562500 Penalty: 4423.583984
	Iteration 84Q: 3 clusters Score -709871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -709874.562500 Penalty: 4423.583984
	Iteration 85Q: 3 clusters Score -709874.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -709885.312500 Penalty: 4423.583984
	Iteration 86Q: 3 clusters Score -709885.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -709902.187500 Penalty: 4423.583984
	Iteration 87Q: 3 clusters Score -709902.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -709920.500000 Penalty: 4423.583984
	Iteration 88Q: 3 clusters Score -709920.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -709945.125000 Penalty: 4423.583984
	Iteration 89Q: 3 clusters Score -709945.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -709984.500000 Penalty: 4423.583984
	Iteration 90Q: 3 clusters Score -709984.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -710037.062500 Penalty: 4423.583984
	Iteration 91Q: 3 clusters Score -710037.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -710111.625000 Penalty: 4423.583984
	Iteration 92Q: 3 clusters Score -710111.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -710157.687500 Penalty: 4423.583984
	Iteration 93Q: 3 clusters Score -710157.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -710189.687500 Penalty: 4423.583984
	Iteration 94Q: 3 clusters Score -710189.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -710209.000000 Penalty: 4423.583984
	Iteration 95Q: 3 clusters Score -710209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -710217.875000 Penalty: 4423.583984
	Iteration 96Q: 3 clusters Score -710217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -710222.250000 Penalty: 4423.583984
	Iteration 97Q: 3 clusters Score -710222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -710226.437500 Penalty: 4423.583984
	Iteration 98Q: 3 clusters Score -710226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -710226.187500 Penalty: 4423.583984
	Iteration 99Q: 3 clusters Score -710226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -710226.937500 Penalty: 4423.583984
	Iteration 100F: 3 clusters Score -710226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 17971 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 57840 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17712 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 32185 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14033 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8854 members 
Mstep: Class 42 contains 1128 members 
Entering Unmasked Estep 
Score: -58916116.000000 Penalty: 139028.390625
Splitting cluster 1 changes total score from -58917000.000000 to -58916116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -479200.562500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -479200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -474470.593750 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -474470.6 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475969.968750 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -475970 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -476705.687500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -476705.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -477336.218750 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -477336.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -477854.843750 Penalty: 4257.529785
	Iteration 4F: 3 clusters Score -477854.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -478179.843750 Penalty: 4257.529785
	Iteration 5F: 3 clusters Score -478179.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -478344.406250 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -478344.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -478453.406250 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -478453.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -478578.125000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -478578.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -478679.218750 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -478679.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -478776.875000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -478776.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -478834.875000 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -478834.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -478872.218750 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -478872.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -478903.843750 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -478903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -478921.218750 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -478921.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -478934.875000 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -478934.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -478947.156250 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -478947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -478961.250000 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -478961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -478970.281250 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -478970.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -478980.843750 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -478980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -478987.468750 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -478987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -478991.875000 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -478991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -478997.812500 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -478997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -478998.218750 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -478998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -479001.125000 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -479001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -479001.812500 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -479001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -479003.656250 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -479003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -479005.718750 Penalty: 4257.529785
	Iteration 27Q: 3 clusters Score -479005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -479006.375000 Penalty: 4257.529785
	Iteration 28Q: 3 clusters Score -479006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -479008.500000 Penalty: 4257.529785
	Iteration 29Q: 3 clusters Score -479008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -479009.406250 Penalty: 4257.529785
	Iteration 30Q: 3 clusters Score -479009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -479011.625000 Penalty: 4257.529785
	Iteration 31Q: 3 clusters Score -479011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -479011.937500 Penalty: 4257.529785
	Iteration 32Q: 3 clusters Score -479011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -479011.625000 Penalty: 4257.529785
	Iteration 33Q: 3 clusters Score -479011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -479013.062500 Penalty: 4257.529785
	Iteration 34Q: 3 clusters Score -479013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -479013.687500 Penalty: 4257.529785
	Iteration 35Q: 3 clusters Score -479013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -479013.718750 Penalty: 4257.529785
	Iteration 36Q: 3 clusters Score -479013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -479013.718750 Penalty: 4257.529785
	Iteration 37F: 3 clusters Score -479013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -838158.250000 Penalty: 2251.360107
	Iteration 0F: 2 clusters Score -838158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -831294.312500 Penalty: 4502.720215
	Iteration 0F: 3 clusters Score -831294.3 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -833215.625000 Penalty: 4502.720215
	Iteration 1F: 3 clusters Score -833215.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -833587.500000 Penalty: 4502.720215
	Iteration 2F: 3 clusters Score -833587.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -834003.062500 Penalty: 4502.720215
	Iteration 3F: 3 clusters Score -834003.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -834460.250000 Penalty: 4502.720215
	Iteration 4F: 3 clusters Score -834460.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -834850.125000 Penalty: 4502.720215
	Iteration 5F: 3 clusters Score -834850.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -835172.625000 Penalty: 4502.720215
	Iteration 6F: 3 clusters Score -835172.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -835470.125000 Penalty: 4502.720215
	Iteration 7F: 3 clusters Score -835470.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -835740.375000 Penalty: 4502.720215
	Iteration 8F: 3 clusters Score -835740.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -835977.562500 Penalty: 4502.720215
	Iteration 9Q: 3 clusters Score -835977.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -836200.625000 Penalty: 4502.720215
	Iteration 10Q: 3 clusters Score -836200.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -836419.125000 Penalty: 4502.720215
	Iteration 11Q: 3 clusters Score -836419.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -836627.125000 Penalty: 4502.720215
	Iteration 12Q: 3 clusters Score -836627.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -836851.812500 Penalty: 4502.720215
	Iteration 13Q: 3 clusters Score -836851.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -837076.500000 Penalty: 4502.720215
	Iteration 14Q: 3 clusters Score -837076.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -837233.812500 Penalty: 4502.720215
	Iteration 15Q: 3 clusters Score -837233.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -837382.312500 Penalty: 4502.720215
	Iteration 16Q: 3 clusters Score -837382.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -837487.187500 Penalty: 4502.720215
	Iteration 17Q: 3 clusters Score -837487.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -837589.625000 Penalty: 4502.720215
	Iteration 18Q: 3 clusters Score -837589.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -837656.687500 Penalty: 4502.720215
	Iteration 19Q: 3 clusters Score -837656.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -837707.937500 Penalty: 4502.720215
	Iteration 20F: 3 clusters Score -837707.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -837755.750000 Penalty: 4502.720215
	Iteration 21Q: 3 clusters Score -837755.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -837805.937500 Penalty: 4502.720215
	Iteration 22Q: 3 clusters Score -837805.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -837831.000000 Penalty: 4502.720215
	Iteration 23Q: 3 clusters Score -837831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -837849.562500 Penalty: 4502.720215
	Iteration 24Q: 3 clusters Score -837849.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -837867.875000 Penalty: 4502.720215
	Iteration 25Q: 3 clusters Score -837867.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -837879.000000 Penalty: 4502.720215
	Iteration 26Q: 3 clusters Score -837879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -837878.500000 Penalty: 4502.720215
	Iteration 27Q: 3 clusters Score -837878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -837878.875000 Penalty: 4502.720215
	Iteration 28Q: 3 clusters Score -837878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -837881.437500 Penalty: 4502.720215
	Iteration 29Q: 3 clusters Score -837881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -837882.562500 Penalty: 4502.720215
	Iteration 30Q: 3 clusters Score -837882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -837882.562500 Penalty: 4502.720215
	Iteration 31Q: 3 clusters Score -837882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -837882.562500 Penalty: 4502.720215
	Iteration 32F: 3 clusters Score -837882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Entering Unmasked Estep 
Score: -652312.062500 Penalty: 2176.412842
	Iteration 0F: 2 clusters Score -652312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -646879.937500 Penalty: 4352.825684
	Iteration 0F: 3 clusters Score -646879.9 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -648341.687500 Penalty: 4352.825684
	Iteration 1F: 3 clusters Score -648341.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -648609.312500 Penalty: 4352.825684
	Iteration 2F: 3 clusters Score -648609.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -648819.187500 Penalty: 4352.825684
	Iteration 3F: 3 clusters Score -648819.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -648977.000000 Penalty: 4352.825684
	Iteration 4Q: 3 clusters Score -648977 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -649123.562500 Penalty: 4352.825684
	Iteration 5Q: 3 clusters Score -649123.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -649265.812500 Penalty: 4352.825684
	Iteration 6Q: 3 clusters Score -649265.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -649425.437500 Penalty: 4352.825684
	Iteration 7Q: 3 clusters Score -649425.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -649580.500000 Penalty: 4352.825684
	Iteration 8Q: 3 clusters Score -649580.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -649715.875000 Penalty: 4352.825684
	Iteration 9Q: 3 clusters Score -649715.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -649812.437500 Penalty: 4352.825684
	Iteration 10Q: 3 clusters Score -649812.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -649898.500000 Penalty: 4352.825684
	Iteration 11Q: 3 clusters Score -649898.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -649985.312500 Penalty: 4352.825684
	Iteration 12Q: 3 clusters Score -649985.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -650055.062500 Penalty: 4352.825684
	Iteration 13Q: 3 clusters Score -650055.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -650113.625000 Penalty: 4352.825684
	Iteration 14Q: 3 clusters Score -650113.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -650164.937500 Penalty: 4352.825684
	Iteration 15Q: 3 clusters Score -650164.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -650211.187500 Penalty: 4352.825684
	Iteration 16Q: 3 clusters Score -650211.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -650241.125000 Penalty: 4352.825684
	Iteration 17Q: 3 clusters Score -650241.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -650268.125000 Penalty: 4352.825684
	Iteration 18Q: 3 clusters Score -650268.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -650293.062500 Penalty: 4352.825684
	Iteration 19Q: 3 clusters Score -650293.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -650329.187500 Penalty: 4352.825684
	Iteration 20F: 3 clusters Score -650329.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -650360.375000 Penalty: 4352.825684
	Iteration 21Q: 3 clusters Score -650360.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -650383.250000 Penalty: 4352.825684
	Iteration 22Q: 3 clusters Score -650383.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -650396.937500 Penalty: 4352.825684
	Iteration 23Q: 3 clusters Score -650396.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -650413.187500 Penalty: 4352.825684
	Iteration 24Q: 3 clusters Score -650413.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -650427.125000 Penalty: 4352.825684
	Iteration 25Q: 3 clusters Score -650427.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -650437.312500 Penalty: 4352.825684
	Iteration 26Q: 3 clusters Score -650437.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -650451.750000 Penalty: 4352.825684
	Iteration 27Q: 3 clusters Score -650451.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -650464.062500 Penalty: 4352.825684
	Iteration 28Q: 3 clusters Score -650464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -650473.312500 Penalty: 4352.825684
	Iteration 29Q: 3 clusters Score -650473.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -650483.812500 Penalty: 4352.825684
	Iteration 30Q: 3 clusters Score -650483.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -650490.250000 Penalty: 4352.825684
	Iteration 31Q: 3 clusters Score -650490.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -650499.000000 Penalty: 4352.825684
	Iteration 32Q: 3 clusters Score -650499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -650501.625000 Penalty: 4352.825684
	Iteration 33Q: 3 clusters Score -650501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -650507.750000 Penalty: 4352.825684
	Iteration 34Q: 3 clusters Score -650507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -650512.250000 Penalty: 4352.825684
	Iteration 35Q: 3 clusters Score -650512.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -650518.375000 Penalty: 4352.825684
	Iteration 36Q: 3 clusters Score -650518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -650524.562500 Penalty: 4352.825684
	Iteration 37Q: 3 clusters Score -650524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -650529.625000 Penalty: 4352.825684
	Iteration 38Q: 3 clusters Score -650529.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -650532.437500 Penalty: 4352.825684
	Iteration 39Q: 3 clusters Score -650532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -650536.750000 Penalty: 4352.825684
	Iteration 40F: 3 clusters Score -650536.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -650541.062500 Penalty: 4352.825684
	Iteration 41Q: 3 clusters Score -650541.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -650547.250000 Penalty: 4352.825684
	Iteration 42Q: 3 clusters Score -650547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -650551.000000 Penalty: 4352.825684
	Iteration 43Q: 3 clusters Score -650551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -650556.312500 Penalty: 4352.825684
	Iteration 44Q: 3 clusters Score -650556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -650558.000000 Penalty: 4352.825684
	Iteration 45Q: 3 clusters Score -650558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -650560.312500 Penalty: 4352.825684
	Iteration 46Q: 3 clusters Score -650560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -650561.750000 Penalty: 4352.825684
	Iteration 47Q: 3 clusters Score -650561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -650564.312500 Penalty: 4352.825684
	Iteration 48Q: 3 clusters Score -650564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -650565.500000 Penalty: 4352.825684
	Iteration 49Q: 3 clusters Score -650565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -650567.937500 Penalty: 4352.825684
	Iteration 50Q: 3 clusters Score -650567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -650570.312500 Penalty: 4352.825684
	Iteration 51Q: 3 clusters Score -650570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -650570.875000 Penalty: 4352.825684
	Iteration 52Q: 3 clusters Score -650570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -650572.062500 Penalty: 4352.825684
	Iteration 53Q: 3 clusters Score -650572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -650572.250000 Penalty: 4352.825684
	Iteration 54Q: 3 clusters Score -650572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -650572.437500 Penalty: 4352.825684
	Iteration 55Q: 3 clusters Score -650572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -650572.437500 Penalty: 4352.825684
	Iteration 56F: 3 clusters Score -650572.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -777874.562500 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -777874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -771099.250000 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -771099.2 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -773181.375000 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -773181.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -773849.937500 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -773849.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -774646.250000 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -774646.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -775439.500000 Penalty: 4493.866699
	Iteration 4F: 3 clusters Score -775439.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -776213.062500 Penalty: 4493.866699
	Iteration 5F: 3 clusters Score -776213.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -776815.562500 Penalty: 4493.866699
	Iteration 6F: 3 clusters Score -776815.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -777208.187500 Penalty: 4493.866699
	Iteration 7Q: 3 clusters Score -777208.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -777463.500000 Penalty: 4493.866699
	Iteration 8Q: 3 clusters Score -777463.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -777630.812500 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -777630.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -777781.500000 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -777781.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -777894.125000 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -777894.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -777949.812500 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -777949.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -777975.062500 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -777975.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -777993.937500 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -777993.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -778006.000000 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -778006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -778014.125000 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -778014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -778024.312500 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -778024.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -778028.437500 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -778028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -778036.375000 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -778036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -778039.250000 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -778039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -778041.687500 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -778041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -778044.312500 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -778044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -778049.125000 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -778049.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -778052.250000 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -778052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -778055.500000 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -778055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -778057.125000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -778057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -778057.250000 Penalty: 4493.866699
	Iteration 27Q: 3 clusters Score -778057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -778059.562500 Penalty: 4493.866699
	Iteration 28Q: 3 clusters Score -778059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -778057.562500 Penalty: 4493.866699
	Iteration 29Q: 3 clusters Score -778057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -778058.625000 Penalty: 4493.866699
	Iteration 30Q: 3 clusters Score -778058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -778060.437500 Penalty: 4493.866699
	Iteration 31Q: 3 clusters Score -778060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -778060.562500 Penalty: 4493.866699
	Iteration 32Q: 3 clusters Score -778060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -778060.250000 Penalty: 4493.866699
	Iteration 33Q: 3 clusters Score -778060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -778060.250000 Penalty: 4493.866699
	Iteration 34F: 3 clusters Score -778060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 6847 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 17971 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 57840 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17712 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 32185 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14033 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8854 members 
Mstep: Class 42 contains 1759 members 
Entering Unmasked Estep 
Score: -58916052.000000 Penalty: 139028.390625
Splitting cluster 5 changes total score from -58917000.000000 to -58916052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -244165.500000 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -244165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -240847.453125 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -240847.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -241675.828125 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -241675.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -241941.937500 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -241941.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -242114.250000 Penalty: 3996.301758
	Iteration 3F: 3 clusters Score -242114.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -242262.734375 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -242262.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -242402.406250 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -242402.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -242537.281250 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -242537.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -242634.750000 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -242634.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -242702.156250 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -242702.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -242757.718750 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -242757.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -242825.625000 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -242825.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -242904.421875 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -242904.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -242996.531250 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -242996.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -243059.796875 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -243059.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -243116.171875 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -243116.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -243150.734375 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -243150.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -243183.859375 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -243183.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -243200.968750 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -243201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -243209.328125 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -243209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243214.031250 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -243214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -243225.250000 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -243225.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -243236.062500 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -243236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243240.890625 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -243240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -243247.703125 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -243247.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -243252.031250 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -243252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -243255.281250 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -243255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -243256.718750 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -243256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -243258.953125 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -243259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -243265.921875 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -243265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -243270.750000 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -243270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -243277.828125 Penalty: 3996.301758
	Iteration 30Q: 3 clusters Score -243277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -243285.109375 Penalty: 3996.301758
	Iteration 31Q: 3 clusters Score -243285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -243293.625000 Penalty: 3996.301758
	Iteration 32Q: 3 clusters Score -243293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -243302.875000 Penalty: 3996.301758
	Iteration 33Q: 3 clusters Score -243302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -243308.343750 Penalty: 3996.301758
	Iteration 34Q: 3 clusters Score -243308.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -243312.953125 Penalty: 3996.301758
	Iteration 35Q: 3 clusters Score -243313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -243315.968750 Penalty: 3996.301758
	Iteration 36Q: 3 clusters Score -243316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -243318.968750 Penalty: 3996.301758
	Iteration 37Q: 3 clusters Score -243319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -243321.656250 Penalty: 3996.301758
	Iteration 38Q: 3 clusters Score -243321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -243322.625000 Penalty: 3996.301758
	Iteration 39Q: 3 clusters Score -243322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -243323.171875 Penalty: 3996.301758
	Iteration 40F: 3 clusters Score -243323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -243325.906250 Penalty: 3996.301758
	Iteration 41Q: 3 clusters Score -243325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -243327.578125 Penalty: 3996.301758
	Iteration 42Q: 3 clusters Score -243327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243338.078125 Penalty: 3996.301758
	Iteration 43Q: 3 clusters Score -243338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -243346.640625 Penalty: 3996.301758
	Iteration 44Q: 3 clusters Score -243346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -243352.000000 Penalty: 3996.301758
	Iteration 45Q: 3 clusters Score -243352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -243355.500000 Penalty: 3996.301758
	Iteration 46Q: 3 clusters Score -243355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -243355.765625 Penalty: 3996.301758
	Iteration 47Q: 3 clusters Score -243355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -243355.765625 Penalty: 3996.301758
	Iteration 48F: 3 clusters Score -243355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Entering Unmasked Estep 
Score: -1165124.375000 Penalty: 2339.166504
	Iteration 0F: 2 clusters Score -1165124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1155758.500000 Penalty: 4678.333008
	Iteration 0F: 3 clusters Score -1155758 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1158826.250000 Penalty: 4678.333008
	Iteration 1F: 3 clusters Score -1158826 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1159327.375000 Penalty: 4678.333008
	Iteration 2F: 3 clusters Score -1159327 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1159792.875000 Penalty: 4678.333008
	Iteration 3F: 3 clusters Score -1159793 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1160205.000000 Penalty: 4678.333008
	Iteration 4F: 3 clusters Score -1160205 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1160517.250000 Penalty: 4678.333008
	Iteration 5Q: 3 clusters Score -1160517 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1160795.750000 Penalty: 4678.333008
	Iteration 6Q: 3 clusters Score -1160796 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1161080.875000 Penalty: 4678.333008
	Iteration 7Q: 3 clusters Score -1161081 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1161364.000000 Penalty: 4678.333008
	Iteration 8Q: 3 clusters Score -1161364 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1161672.375000 Penalty: 4678.333008
	Iteration 9Q: 3 clusters Score -1161672 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1162003.500000 Penalty: 4678.333008
	Iteration 10Q: 3 clusters Score -1162004 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1162325.750000 Penalty: 4678.333008
	Iteration 11Q: 3 clusters Score -1162326 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1162648.500000 Penalty: 4678.333008
	Iteration 12Q: 3 clusters Score -1162648 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1162982.125000 Penalty: 4678.333008
	Iteration 13Q: 3 clusters Score -1162982 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1163223.875000 Penalty: 4678.333008
	Iteration 14Q: 3 clusters Score -1163224 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1163369.000000 Penalty: 4678.333008
	Iteration 15Q: 3 clusters Score -1163369 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1163480.250000 Penalty: 4678.333008
	Iteration 16Q: 3 clusters Score -1163480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1163560.250000 Penalty: 4678.333008
	Iteration 17Q: 3 clusters Score -1163560 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1163628.000000 Penalty: 4678.333008
	Iteration 18Q: 3 clusters Score -1163628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1163668.500000 Penalty: 4678.333008
	Iteration 19Q: 3 clusters Score -1163668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1163700.375000 Penalty: 4678.333008
	Iteration 20F: 3 clusters Score -1163700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1163728.875000 Penalty: 4678.333008
	Iteration 21Q: 3 clusters Score -1163729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1163751.375000 Penalty: 4678.333008
	Iteration 22Q: 3 clusters Score -1163751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1163765.750000 Penalty: 4678.333008
	Iteration 23Q: 3 clusters Score -1163766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1163781.625000 Penalty: 4678.333008
	Iteration 24Q: 3 clusters Score -1163782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1163790.625000 Penalty: 4678.333008
	Iteration 25Q: 3 clusters Score -1163791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1163801.375000 Penalty: 4678.333008
	Iteration 26Q: 3 clusters Score -1163801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1163804.000000 Penalty: 4678.333008
	Iteration 27Q: 3 clusters Score -1163804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1163808.750000 Penalty: 4678.333008
	Iteration 28Q: 3 clusters Score -1163809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1163813.125000 Penalty: 4678.333008
	Iteration 29Q: 3 clusters Score -1163813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1163814.000000 Penalty: 4678.333008
	Iteration 30Q: 3 clusters Score -1163814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1163817.625000 Penalty: 4678.333008
	Iteration 31Q: 3 clusters Score -1163818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1163820.875000 Penalty: 4678.333008
	Iteration 32Q: 3 clusters Score -1163821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1163826.750000 Penalty: 4678.333008
	Iteration 33Q: 3 clusters Score -1163827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1163824.875000 Penalty: 4678.333008
	Iteration 34Q: 3 clusters Score -1163825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1163825.125000 Penalty: 4678.333008
	Iteration 35Q: 3 clusters Score -1163825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1163832.500000 Penalty: 4678.333008
	Iteration 36Q: 3 clusters Score -1163832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1163837.250000 Penalty: 4678.333008
	Iteration 37Q: 3 clusters Score -1163837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1163835.875000 Penalty: 4678.333008
	Iteration 38Q: 3 clusters Score -1163836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1163835.875000 Penalty: 4678.333008
	Iteration 39Q: 3 clusters Score -1163836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1163842.375000 Penalty: 4678.333008
	Iteration 40F: 3 clusters Score -1163842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1163843.625000 Penalty: 4678.333008
	Iteration 41Q: 3 clusters Score -1163844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1163849.625000 Penalty: 4678.333008
	Iteration 42Q: 3 clusters Score -1163850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1163852.250000 Penalty: 4678.333008
	Iteration 43Q: 3 clusters Score -1163852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1163853.750000 Penalty: 4678.333008
	Iteration 44Q: 3 clusters Score -1163854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1163855.875000 Penalty: 4678.333008
	Iteration 45Q: 3 clusters Score -1163856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1163856.500000 Penalty: 4678.333008
	Iteration 46Q: 3 clusters Score -1163856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1163866.125000 Penalty: 4678.333008
	Iteration 47Q: 3 clusters Score -1163866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1163866.000000 Penalty: 4678.333008
	Iteration 48Q: 3 clusters Score -1163866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1163870.375000 Penalty: 4678.333008
	Iteration 49Q: 3 clusters Score -1163870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1163876.875000 Penalty: 4678.333008
	Iteration 50Q: 3 clusters Score -1163877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1163883.250000 Penalty: 4678.333008
	Iteration 51Q: 3 clusters Score -1163883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1163883.500000 Penalty: 4678.333008
	Iteration 52Q: 3 clusters Score -1163884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1163880.375000 Penalty: 4678.333008
	Iteration 53Q: 3 clusters Score -1163880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1163883.125000 Penalty: 4678.333008
	Iteration 54Q: 3 clusters Score -1163883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1163885.250000 Penalty: 4678.333008
	Iteration 55Q: 3 clusters Score -1163885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1163884.375000 Penalty: 4678.333008
	Iteration 56Q: 3 clusters Score -1163884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1163888.875000 Penalty: 4678.333008
	Iteration 57Q: 3 clusters Score -1163889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1163889.625000 Penalty: 4678.333008
	Iteration 58Q: 3 clusters Score -1163890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1163891.500000 Penalty: 4678.333008
	Iteration 59Q: 3 clusters Score -1163892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1163888.375000 Penalty: 4678.333008
	Iteration 60F: 3 clusters Score -1163888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1163887.500000 Penalty: 4678.333008
	Iteration 61Q: 3 clusters Score -1163888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1163887.750000 Penalty: 4678.333008
	Iteration 62Q: 3 clusters Score -1163888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1163887.750000 Penalty: 4678.333008
	Iteration 63F: 3 clusters Score -1163888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -545071.375000 Penalty: 2145.193604
	Iteration 0F: 2 clusters Score -545071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -540168.875000 Penalty: 4290.387207
	Iteration 0F: 3 clusters Score -540168.9 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -541587.187500 Penalty: 4290.387207
	Iteration 1F: 3 clusters Score -541587.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -542100.437500 Penalty: 4290.387207
	Iteration 2F: 3 clusters Score -542100.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -542619.687500 Penalty: 4290.387207
	Iteration 3F: 3 clusters Score -542619.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -543034.812500 Penalty: 4290.387207
	Iteration 4F: 3 clusters Score -543034.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -543438.187500 Penalty: 4290.387207
	Iteration 5F: 3 clusters Score -543438.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -543900.062500 Penalty: 4290.387207
	Iteration 6F: 3 clusters Score -543900.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -544427.437500 Penalty: 4290.387207
	Iteration 7F: 3 clusters Score -544427.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -544927.187500 Penalty: 4290.387207
	Iteration 8F: 3 clusters Score -544927.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -545258.312500 Penalty: 4290.387207
	Iteration 9Q: 3 clusters Score -545258.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -545477.187500 Penalty: 4290.387207
	Iteration 10Q: 3 clusters Score -545477.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -545591.812500 Penalty: 4290.387207
	Iteration 11Q: 3 clusters Score -545591.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -545674.750000 Penalty: 4290.387207
	Iteration 12Q: 3 clusters Score -545674.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -545722.000000 Penalty: 4290.387207
	Iteration 13Q: 3 clusters Score -545722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -545753.750000 Penalty: 4290.387207
	Iteration 14Q: 3 clusters Score -545753.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -545772.812500 Penalty: 4290.387207
	Iteration 15Q: 3 clusters Score -545772.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -545781.562500 Penalty: 4290.387207
	Iteration 16Q: 3 clusters Score -545781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -545788.062500 Penalty: 4290.387207
	Iteration 17Q: 3 clusters Score -545788.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -545791.937500 Penalty: 4290.387207
	Iteration 18Q: 3 clusters Score -545791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -545793.562500 Penalty: 4290.387207
	Iteration 19Q: 3 clusters Score -545793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -545794.750000 Penalty: 4290.387207
	Iteration 20F: 3 clusters Score -545794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -545796.000000 Penalty: 4290.387207
	Iteration 21Q: 3 clusters Score -545796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -545794.750000 Penalty: 4290.387207
	Iteration 22Q: 3 clusters Score -545794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -545794.750000 Penalty: 4290.387207
	Iteration 23F: 3 clusters Score -545794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 17971 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 57840 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17712 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 32185 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14033 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8854 members 
Mstep: Class 42 contains 3154 members 
Entering Unmasked Estep 
Score: -58916652.000000 Penalty: 139028.390625
Splitting cluster 8 changes total score from -58917000.000000 to -58916652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -486864.843750 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -486864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -482489.656250 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -482489.7 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -483493.812500 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -483493.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -483709.468750 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -483709.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -483825.031250 Penalty: 4205.621582
	Iteration 3Q: 3 clusters Score -483825 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -483906.000000 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -483906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -483965.843750 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -483965.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -484004.312500 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -484004.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -484038.281250 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -484038.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -484076.062500 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -484076.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -484120.156250 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -484120.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -484156.281250 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -484156.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -484212.968750 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -484213 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -484288.500000 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -484288.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -484394.000000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -484394 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -484545.406250 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -484545.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -484735.468750 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -484735.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -484992.562500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -484992.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -485203.250000 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -485203.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -485350.906250 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -485350.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -485436.812500 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -485436.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -485495.906250 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -485495.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -485543.968750 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -485544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -485575.562500 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -485575.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -485595.625000 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -485595.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -485608.468750 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -485608.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -485616.562500 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -485616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -485621.562500 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -485621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -485628.968750 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -485629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -485635.406250 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -485635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -485637.281250 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -485637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -485637.125000 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -485637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -485639.687500 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -485639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -485641.031250 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -485641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -485641.406250 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -485641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -485641.937500 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -485641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -485642.031250 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -485642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -485641.687500 Penalty: 4205.621582
	Iteration 36Q: 3 clusters Score -485641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -485642.781250 Penalty: 4205.621582
	Iteration 37Q: 3 clusters Score -485642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -485642.781250 Penalty: 4205.621582
	Iteration 38F: 3 clusters Score -485642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Entering Unmasked Estep 
Score: -1459886.000000 Penalty: 2384.306152
	Iteration 0F: 2 clusters Score -1459886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1449070.500000 Penalty: 4768.612305
	Iteration 0F: 3 clusters Score -1449070 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1452542.625000 Penalty: 4768.612305
	Iteration 1F: 3 clusters Score -1452543 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1452917.625000 Penalty: 4768.612305
	Iteration 2F: 3 clusters Score -1452918 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1453203.750000 Penalty: 4768.612305
	Iteration 3Q: 3 clusters Score -1453204 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1453475.875000 Penalty: 4768.612305
	Iteration 4Q: 3 clusters Score -1453476 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1453703.750000 Penalty: 4768.612305
	Iteration 5Q: 3 clusters Score -1453704 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1453933.500000 Penalty: 4768.612305
	Iteration 6Q: 3 clusters Score -1453934 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1454168.000000 Penalty: 4768.612305
	Iteration 7Q: 3 clusters Score -1454168 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1454424.375000 Penalty: 4768.612305
	Iteration 8Q: 3 clusters Score -1454424 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1454745.375000 Penalty: 4768.612305
	Iteration 9Q: 3 clusters Score -1454745 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1455107.750000 Penalty: 4768.612305
	Iteration 10Q: 3 clusters Score -1455108 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1455548.750000 Penalty: 4768.612305
	Iteration 11Q: 3 clusters Score -1455549 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1455995.375000 Penalty: 4768.612305
	Iteration 12Q: 3 clusters Score -1455995 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1456371.750000 Penalty: 4768.612305
	Iteration 13Q: 3 clusters Score -1456372 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1456690.750000 Penalty: 4768.612305
	Iteration 14Q: 3 clusters Score -1456691 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1456907.875000 Penalty: 4768.612305
	Iteration 15Q: 3 clusters Score -1456908 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1457063.625000 Penalty: 4768.612305
	Iteration 16Q: 3 clusters Score -1457064 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1457179.000000 Penalty: 4768.612305
	Iteration 17Q: 3 clusters Score -1457179 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1457262.750000 Penalty: 4768.612305
	Iteration 18Q: 3 clusters Score -1457263 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1457324.875000 Penalty: 4768.612305
	Iteration 19Q: 3 clusters Score -1457325 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1457377.875000 Penalty: 4768.612305
	Iteration 20F: 3 clusters Score -1457378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1457417.875000 Penalty: 4768.612305
	Iteration 21Q: 3 clusters Score -1457418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1457436.500000 Penalty: 4768.612305
	Iteration 22Q: 3 clusters Score -1457436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1457448.875000 Penalty: 4768.612305
	Iteration 23Q: 3 clusters Score -1457449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1457465.625000 Penalty: 4768.612305
	Iteration 24Q: 3 clusters Score -1457466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1457472.125000 Penalty: 4768.612305
	Iteration 25Q: 3 clusters Score -1457472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1457479.750000 Penalty: 4768.612305
	Iteration 26Q: 3 clusters Score -1457480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1457483.000000 Penalty: 4768.612305
	Iteration 27Q: 3 clusters Score -1457483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1457486.750000 Penalty: 4768.612305
	Iteration 28Q: 3 clusters Score -1457487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1457490.875000 Penalty: 4768.612305
	Iteration 29Q: 3 clusters Score -1457491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1457497.125000 Penalty: 4768.612305
	Iteration 30Q: 3 clusters Score -1457497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1457499.375000 Penalty: 4768.612305
	Iteration 31Q: 3 clusters Score -1457499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1457506.375000 Penalty: 4768.612305
	Iteration 32Q: 3 clusters Score -1457506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1457507.750000 Penalty: 4768.612305
	Iteration 33Q: 3 clusters Score -1457508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1457511.000000 Penalty: 4768.612305
	Iteration 34Q: 3 clusters Score -1457511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1457511.125000 Penalty: 4768.612305
	Iteration 35Q: 3 clusters Score -1457511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1457519.750000 Penalty: 4768.612305
	Iteration 36Q: 3 clusters Score -1457520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1457520.750000 Penalty: 4768.612305
	Iteration 37Q: 3 clusters Score -1457521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1457524.375000 Penalty: 4768.612305
	Iteration 38Q: 3 clusters Score -1457524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1457527.875000 Penalty: 4768.612305
	Iteration 39Q: 3 clusters Score -1457528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1457525.000000 Penalty: 4768.612305
	Iteration 40F: 3 clusters Score -1457525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1457527.625000 Penalty: 4768.612305
	Iteration 41Q: 3 clusters Score -1457528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1457523.375000 Penalty: 4768.612305
	Iteration 42Q: 3 clusters Score -1457523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1457526.250000 Penalty: 4768.612305
	Iteration 43Q: 3 clusters Score -1457526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1457527.750000 Penalty: 4768.612305
	Iteration 44Q: 3 clusters Score -1457528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1457528.500000 Penalty: 4768.612305
	Iteration 45Q: 3 clusters Score -1457528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1457529.375000 Penalty: 4768.612305
	Iteration 46Q: 3 clusters Score -1457529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1457529.375000 Penalty: 4768.612305
	Iteration 47F: 3 clusters Score -1457529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Entering Unmasked Estep 
Score: -2441911.500000 Penalty: 2512.779541
	Iteration 0F: 2 clusters Score -2441912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2424559.250000 Penalty: 5025.559082
	Iteration 0F: 3 clusters Score -2424559 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2430862.250000 Penalty: 5025.559082
	Iteration 1F: 3 clusters Score -2430862 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2431433.000000 Penalty: 5025.559082
	Iteration 2F: 3 clusters Score -2431433 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2431961.000000 Penalty: 5025.559082
	Iteration 3F: 3 clusters Score -2431961 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2432443.500000 Penalty: 5025.559082
	Iteration 4Q: 3 clusters Score -2432444 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2432893.750000 Penalty: 5025.559082
	Iteration 5Q: 3 clusters Score -2432894 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2433339.500000 Penalty: 5025.559082
	Iteration 6Q: 3 clusters Score -2433340 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2433809.250000 Penalty: 5025.559082
	Iteration 7Q: 3 clusters Score -2433809 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2434309.250000 Penalty: 5025.559082
	Iteration 8Q: 3 clusters Score -2434309 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2434842.250000 Penalty: 5025.559082
	Iteration 9Q: 3 clusters Score -2434842 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2435432.250000 Penalty: 5025.559082
	Iteration 10Q: 3 clusters Score -2435432 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2435963.500000 Penalty: 5025.559082
	Iteration 11Q: 3 clusters Score -2435964 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2436446.750000 Penalty: 5025.559082
	Iteration 12Q: 3 clusters Score -2436447 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2436757.250000 Penalty: 5025.559082
	Iteration 13Q: 3 clusters Score -2436757 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2436992.000000 Penalty: 5025.559082
	Iteration 14Q: 3 clusters Score -2436992 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2437191.500000 Penalty: 5025.559082
	Iteration 15Q: 3 clusters Score -2437192 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2437377.500000 Penalty: 5025.559082
	Iteration 16Q: 3 clusters Score -2437378 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2437550.250000 Penalty: 5025.559082
	Iteration 17Q: 3 clusters Score -2437550 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2437741.500000 Penalty: 5025.559082
	Iteration 18Q: 3 clusters Score -2437742 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2437899.500000 Penalty: 5025.559082
	Iteration 19Q: 3 clusters Score -2437900 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2438032.750000 Penalty: 5025.559082
	Iteration 20F: 3 clusters Score -2438033 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2438180.500000 Penalty: 5025.559082
	Iteration 21Q: 3 clusters Score -2438180 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2438311.750000 Penalty: 5025.559082
	Iteration 22Q: 3 clusters Score -2438312 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2438430.000000 Penalty: 5025.559082
	Iteration 23Q: 3 clusters Score -2438430 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2438573.250000 Penalty: 5025.559082
	Iteration 24Q: 3 clusters Score -2438573 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2438712.000000 Penalty: 5025.559082
	Iteration 25Q: 3 clusters Score -2438712 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2438851.000000 Penalty: 5025.559082
	Iteration 26Q: 3 clusters Score -2438851 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2438970.000000 Penalty: 5025.559082
	Iteration 27Q: 3 clusters Score -2438970 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2439071.250000 Penalty: 5025.559082
	Iteration 28Q: 3 clusters Score -2439071 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2439188.000000 Penalty: 5025.559082
	Iteration 29Q: 3 clusters Score -2439188 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2439311.250000 Penalty: 5025.559082
	Iteration 30Q: 3 clusters Score -2439311 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2439439.000000 Penalty: 5025.559082
	Iteration 31Q: 3 clusters Score -2439439 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2439552.250000 Penalty: 5025.559082
	Iteration 32Q: 3 clusters Score -2439552 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2439658.750000 Penalty: 5025.559082
	Iteration 33Q: 3 clusters Score -2439659 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2439757.000000 Penalty: 5025.559082
	Iteration 34Q: 3 clusters Score -2439757 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2439834.500000 Penalty: 5025.559082
	Iteration 35Q: 3 clusters Score -2439834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2439895.000000 Penalty: 5025.559082
	Iteration 36Q: 3 clusters Score -2439895 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2439942.000000 Penalty: 5025.559082
	Iteration 37Q: 3 clusters Score -2439942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2439988.000000 Penalty: 5025.559082
	Iteration 38Q: 3 clusters Score -2439988 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2440031.250000 Penalty: 5025.559082
	Iteration 39Q: 3 clusters Score -2440031 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2440064.750000 Penalty: 5025.559082
	Iteration 40F: 3 clusters Score -2440065 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2440087.750000 Penalty: 5025.559082
	Iteration 41Q: 3 clusters Score -2440088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2440115.500000 Penalty: 5025.559082
	Iteration 42Q: 3 clusters Score -2440116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2440130.750000 Penalty: 5025.559082
	Iteration 43Q: 3 clusters Score -2440131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2440153.750000 Penalty: 5025.559082
	Iteration 44Q: 3 clusters Score -2440154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2440166.250000 Penalty: 5025.559082
	Iteration 45Q: 3 clusters Score -2440166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2440186.250000 Penalty: 5025.559082
	Iteration 46Q: 3 clusters Score -2440186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2440187.500000 Penalty: 5025.559082
	Iteration 47Q: 3 clusters Score -2440188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2440196.750000 Penalty: 5025.559082
	Iteration 48Q: 3 clusters Score -2440197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2440205.000000 Penalty: 5025.559082
	Iteration 49Q: 3 clusters Score -2440205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2440218.750000 Penalty: 5025.559082
	Iteration 50Q: 3 clusters Score -2440219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2440226.750000 Penalty: 5025.559082
	Iteration 51Q: 3 clusters Score -2440227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2440224.750000 Penalty: 5025.559082
	Iteration 52Q: 3 clusters Score -2440225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2440230.000000 Penalty: 5025.559082
	Iteration 53Q: 3 clusters Score -2440230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2440232.500000 Penalty: 5025.559082
	Iteration 54Q: 3 clusters Score -2440232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2440230.750000 Penalty: 5025.559082
	Iteration 55Q: 3 clusters Score -2440231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2440231.750000 Penalty: 5025.559082
	Iteration 56Q: 3 clusters Score -2440232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2440236.250000 Penalty: 5025.559082
	Iteration 57Q: 3 clusters Score -2440236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2440240.750000 Penalty: 5025.559082
	Iteration 58Q: 3 clusters Score -2440241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2440238.750000 Penalty: 5025.559082
	Iteration 59Q: 3 clusters Score -2440239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2440241.750000 Penalty: 5025.559082
	Iteration 60F: 3 clusters Score -2440242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2440244.500000 Penalty: 5025.559082
	Iteration 61Q: 3 clusters Score -2440244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2440244.250000 Penalty: 5025.559082
	Iteration 62Q: 3 clusters Score -2440244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2440244.500000 Penalty: 5025.559082
	Iteration 63Q: 3 clusters Score -2440244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2440243.000000 Penalty: 5025.559082
	Iteration 64Q: 3 clusters Score -2440243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2440246.250000 Penalty: 5025.559082
	Iteration 65Q: 3 clusters Score -2440246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2440244.000000 Penalty: 5025.559082
	Iteration 66Q: 3 clusters Score -2440244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2440244.750000 Penalty: 5025.559082
	Iteration 67Q: 3 clusters Score -2440245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2440244.750000 Penalty: 5025.559082
	Iteration 68Q: 3 clusters Score -2440245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2440244.750000 Penalty: 5025.559082
	Iteration 69F: 3 clusters Score -2440245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Entering Unmasked Estep 
Score: -1362492.375000 Penalty: 2388.948975
	Iteration 0F: 2 clusters Score -1362492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1351383.250000 Penalty: 4777.897949
	Iteration 0F: 3 clusters Score -1351383 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1355307.250000 Penalty: 4777.897949
	Iteration 1F: 3 clusters Score -1355307 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1355898.500000 Penalty: 4777.897949
	Iteration 2F: 3 clusters Score -1355898 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1356448.625000 Penalty: 4777.897949
	Iteration 3F: 3 clusters Score -1356449 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1357040.625000 Penalty: 4777.897949
	Iteration 4F: 3 clusters Score -1357041 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1357823.375000 Penalty: 4777.897949
	Iteration 5F: 3 clusters Score -1357823 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1358625.375000 Penalty: 4777.897949
	Iteration 6F: 3 clusters Score -1358625 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1359241.625000 Penalty: 4777.897949
	Iteration 7F: 3 clusters Score -1359242 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1359653.875000 Penalty: 4777.897949
	Iteration 8Q: 3 clusters Score -1359654 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1359929.625000 Penalty: 4777.897949
	Iteration 9Q: 3 clusters Score -1359930 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1360144.250000 Penalty: 4777.897949
	Iteration 10Q: 3 clusters Score -1360144 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1360330.375000 Penalty: 4777.897949
	Iteration 11Q: 3 clusters Score -1360330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1360511.250000 Penalty: 4777.897949
	Iteration 12Q: 3 clusters Score -1360511 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1360664.250000 Penalty: 4777.897949
	Iteration 13Q: 3 clusters Score -1360664 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1360808.375000 Penalty: 4777.897949
	Iteration 14Q: 3 clusters Score -1360808 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1360940.125000 Penalty: 4777.897949
	Iteration 15Q: 3 clusters Score -1360940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1361043.875000 Penalty: 4777.897949
	Iteration 16Q: 3 clusters Score -1361044 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1361129.625000 Penalty: 4777.897949
	Iteration 17Q: 3 clusters Score -1361130 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1361191.750000 Penalty: 4777.897949
	Iteration 18Q: 3 clusters Score -1361192 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1361249.875000 Penalty: 4777.897949
	Iteration 19Q: 3 clusters Score -1361250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1361311.250000 Penalty: 4777.897949
	Iteration 20F: 3 clusters Score -1361311 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1361359.125000 Penalty: 4777.897949
	Iteration 21Q: 3 clusters Score -1361359 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1361402.750000 Penalty: 4777.897949
	Iteration 22Q: 3 clusters Score -1361403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1361439.000000 Penalty: 4777.897949
	Iteration 23Q: 3 clusters Score -1361439 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1361467.750000 Penalty: 4777.897949
	Iteration 24Q: 3 clusters Score -1361468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1361487.875000 Penalty: 4777.897949
	Iteration 25Q: 3 clusters Score -1361488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1361517.500000 Penalty: 4777.897949
	Iteration 26Q: 3 clusters Score -1361518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1361542.375000 Penalty: 4777.897949
	Iteration 27Q: 3 clusters Score -1361542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1361560.750000 Penalty: 4777.897949
	Iteration 28Q: 3 clusters Score -1361561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1361583.125000 Penalty: 4777.897949
	Iteration 29Q: 3 clusters Score -1361583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1361601.500000 Penalty: 4777.897949
	Iteration 30Q: 3 clusters Score -1361602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1361618.000000 Penalty: 4777.897949
	Iteration 31Q: 3 clusters Score -1361618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1361637.500000 Penalty: 4777.897949
	Iteration 32Q: 3 clusters Score -1361638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1361645.125000 Penalty: 4777.897949
	Iteration 33Q: 3 clusters Score -1361645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1361663.000000 Penalty: 4777.897949
	Iteration 34Q: 3 clusters Score -1361663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1361673.000000 Penalty: 4777.897949
	Iteration 35Q: 3 clusters Score -1361673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1361675.625000 Penalty: 4777.897949
	Iteration 36Q: 3 clusters Score -1361676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1361685.750000 Penalty: 4777.897949
	Iteration 37Q: 3 clusters Score -1361686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1361695.750000 Penalty: 4777.897949
	Iteration 38Q: 3 clusters Score -1361696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1361698.625000 Penalty: 4777.897949
	Iteration 39Q: 3 clusters Score -1361699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1361705.625000 Penalty: 4777.897949
	Iteration 40F: 3 clusters Score -1361706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1361706.000000 Penalty: 4777.897949
	Iteration 41Q: 3 clusters Score -1361706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1361704.875000 Penalty: 4777.897949
	Iteration 42Q: 3 clusters Score -1361705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1361707.750000 Penalty: 4777.897949
	Iteration 43Q: 3 clusters Score -1361708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1361705.250000 Penalty: 4777.897949
	Iteration 44Q: 3 clusters Score -1361705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1361711.625000 Penalty: 4777.897949
	Iteration 45Q: 3 clusters Score -1361712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1361713.000000 Penalty: 4777.897949
	Iteration 46Q: 3 clusters Score -1361713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1361719.375000 Penalty: 4777.897949
	Iteration 47Q: 3 clusters Score -1361719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1361719.625000 Penalty: 4777.897949
	Iteration 48Q: 3 clusters Score -1361720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1361727.625000 Penalty: 4777.897949
	Iteration 49Q: 3 clusters Score -1361728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1361727.875000 Penalty: 4777.897949
	Iteration 50Q: 3 clusters Score -1361728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1361733.750000 Penalty: 4777.897949
	Iteration 51Q: 3 clusters Score -1361734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1361733.250000 Penalty: 4777.897949
	Iteration 52Q: 3 clusters Score -1361733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1361731.875000 Penalty: 4777.897949
	Iteration 53Q: 3 clusters Score -1361732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1361735.125000 Penalty: 4777.897949
	Iteration 54Q: 3 clusters Score -1361735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1361735.750000 Penalty: 4777.897949
	Iteration 55Q: 3 clusters Score -1361736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1361740.875000 Penalty: 4777.897949
	Iteration 56Q: 3 clusters Score -1361741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1361740.375000 Penalty: 4777.897949
	Iteration 57Q: 3 clusters Score -1361740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1361742.500000 Penalty: 4777.897949
	Iteration 58Q: 3 clusters Score -1361742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1361745.500000 Penalty: 4777.897949
	Iteration 59Q: 3 clusters Score -1361746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1361751.125000 Penalty: 4777.897949
	Iteration 60F: 3 clusters Score -1361751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1361754.375000 Penalty: 4777.897949
	Iteration 61Q: 3 clusters Score -1361754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1361756.375000 Penalty: 4777.897949
	Iteration 62Q: 3 clusters Score -1361756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1361753.625000 Penalty: 4777.897949
	Iteration 63Q: 3 clusters Score -1361754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1361754.500000 Penalty: 4777.897949
	Iteration 64Q: 3 clusters Score -1361754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1361756.250000 Penalty: 4777.897949
	Iteration 65Q: 3 clusters Score -1361756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1361757.000000 Penalty: 4777.897949
	Iteration 66Q: 3 clusters Score -1361757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1361761.750000 Penalty: 4777.897949
	Iteration 67Q: 3 clusters Score -1361762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1361767.000000 Penalty: 4777.897949
	Iteration 68Q: 3 clusters Score -1361767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1361761.875000 Penalty: 4777.897949
	Iteration 69Q: 3 clusters Score -1361762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1361767.000000 Penalty: 4777.897949
	Iteration 70Q: 3 clusters Score -1361767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1361763.625000 Penalty: 4777.897949
	Iteration 71Q: 3 clusters Score -1361764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1361766.625000 Penalty: 4777.897949
	Iteration 72Q: 3 clusters Score -1361767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1361765.250000 Penalty: 4777.897949
	Iteration 73Q: 3 clusters Score -1361765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1361763.500000 Penalty: 4777.897949
	Iteration 74Q: 3 clusters Score -1361764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1361762.500000 Penalty: 4777.897949
	Iteration 75Q: 3 clusters Score -1361762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1361763.625000 Penalty: 4777.897949
	Iteration 76Q: 3 clusters Score -1361764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1361765.500000 Penalty: 4777.897949
	Iteration 77Q: 3 clusters Score -1361766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1361766.375000 Penalty: 4777.897949
	Iteration 78Q: 3 clusters Score -1361766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1361767.000000 Penalty: 4777.897949
	Iteration 79Q: 3 clusters Score -1361767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1361767.750000 Penalty: 4777.897949
	Iteration 80F: 3 clusters Score -1361768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1361770.125000 Penalty: 4777.897949
	Iteration 81Q: 3 clusters Score -1361770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1361770.125000 Penalty: 4777.897949
	Iteration 82F: 3 clusters Score -1361770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Entering Unmasked Estep 
Score: -1357461.250000 Penalty: 2373.508545
	Iteration 0F: 2 clusters Score -1357461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1347142.750000 Penalty: 4747.017090
	Iteration 0F: 3 clusters Score -1347143 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1350546.625000 Penalty: 4747.017090
	Iteration 1F: 3 clusters Score -1350547 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1351056.750000 Penalty: 4747.017090
	Iteration 2F: 3 clusters Score -1351057 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1351520.750000 Penalty: 4747.017090
	Iteration 3F: 3 clusters Score -1351521 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1351944.250000 Penalty: 4747.017090
	Iteration 4F: 3 clusters Score -1351944 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1352352.125000 Penalty: 4747.017090
	Iteration 5F: 3 clusters Score -1352352 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1352765.500000 Penalty: 4747.017090
	Iteration 6Q: 3 clusters Score -1352766 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1353194.875000 Penalty: 4747.017090
	Iteration 7Q: 3 clusters Score -1353195 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1353608.250000 Penalty: 4747.017090
	Iteration 8Q: 3 clusters Score -1353608 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1354023.625000 Penalty: 4747.017090
	Iteration 9Q: 3 clusters Score -1354024 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1354345.875000 Penalty: 4747.017090
	Iteration 10Q: 3 clusters Score -1354346 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1354669.500000 Penalty: 4747.017090
	Iteration 11Q: 3 clusters Score -1354670 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1354987.375000 Penalty: 4747.017090
	Iteration 12Q: 3 clusters Score -1354987 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1355242.250000 Penalty: 4747.017090
	Iteration 13Q: 3 clusters Score -1355242 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1355446.500000 Penalty: 4747.017090
	Iteration 14Q: 3 clusters Score -1355446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1355577.500000 Penalty: 4747.017090
	Iteration 15Q: 3 clusters Score -1355578 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1355690.625000 Penalty: 4747.017090
	Iteration 16Q: 3 clusters Score -1355691 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1355787.250000 Penalty: 4747.017090
	Iteration 17Q: 3 clusters Score -1355787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1355851.000000 Penalty: 4747.017090
	Iteration 18Q: 3 clusters Score -1355851 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1355890.625000 Penalty: 4747.017090
	Iteration 19Q: 3 clusters Score -1355891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1355915.750000 Penalty: 4747.017090
	Iteration 20F: 3 clusters Score -1355916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1355931.000000 Penalty: 4747.017090
	Iteration 21Q: 3 clusters Score -1355931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1355944.875000 Penalty: 4747.017090
	Iteration 22Q: 3 clusters Score -1355945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1355957.625000 Penalty: 4747.017090
	Iteration 23Q: 3 clusters Score -1355958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1355966.125000 Penalty: 4747.017090
	Iteration 24Q: 3 clusters Score -1355966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1355970.625000 Penalty: 4747.017090
	Iteration 25Q: 3 clusters Score -1355971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1355975.250000 Penalty: 4747.017090
	Iteration 26Q: 3 clusters Score -1355975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1355980.625000 Penalty: 4747.017090
	Iteration 27Q: 3 clusters Score -1355981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1355980.625000 Penalty: 4747.017090
	Iteration 28Q: 3 clusters Score -1355981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1355985.125000 Penalty: 4747.017090
	Iteration 29Q: 3 clusters Score -1355985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1355989.125000 Penalty: 4747.017090
	Iteration 30Q: 3 clusters Score -1355989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1355989.375000 Penalty: 4747.017090
	Iteration 31Q: 3 clusters Score -1355989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1355992.125000 Penalty: 4747.017090
	Iteration 32Q: 3 clusters Score -1355992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1355991.500000 Penalty: 4747.017090
	Iteration 33Q: 3 clusters Score -1355992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1355994.750000 Penalty: 4747.017090
	Iteration 34Q: 3 clusters Score -1355995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1355994.875000 Penalty: 4747.017090
	Iteration 35Q: 3 clusters Score -1355995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1355994.625000 Penalty: 4747.017090
	Iteration 36Q: 3 clusters Score -1355995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1355998.250000 Penalty: 4747.017090
	Iteration 37Q: 3 clusters Score -1355998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1355997.875000 Penalty: 4747.017090
	Iteration 38Q: 3 clusters Score -1355998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1355999.250000 Penalty: 4747.017090
	Iteration 39Q: 3 clusters Score -1355999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1355999.875000 Penalty: 4747.017090
	Iteration 40F: 3 clusters Score -1356000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1355998.250000 Penalty: 4747.017090
	Iteration 41Q: 3 clusters Score -1355998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1355999.500000 Penalty: 4747.017090
	Iteration 42Q: 3 clusters Score -1356000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1355999.250000 Penalty: 4747.017090
	Iteration 43Q: 3 clusters Score -1355999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1356002.125000 Penalty: 4747.017090
	Iteration 44Q: 3 clusters Score -1356002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1356003.000000 Penalty: 4747.017090
	Iteration 45Q: 3 clusters Score -1356003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1356004.375000 Penalty: 4747.017090
	Iteration 46Q: 3 clusters Score -1356004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1356004.375000 Penalty: 4747.017090
	Iteration 47Q: 3 clusters Score -1356004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1356003.875000 Penalty: 4747.017090
	Iteration 48Q: 3 clusters Score -1356004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1356003.875000 Penalty: 4747.017090
	Iteration 49F: 3 clusters Score -1356004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Entering Unmasked Estep 
Score: -9431081.000000 Penalty: 2847.505859
	Iteration 0F: 2 clusters Score -9431081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -9366034.000000 Penalty: 5695.011719
	Iteration 0F: 3 clusters Score -9366034 nChanged 46040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9392456.000000 Penalty: 5695.011719
	Iteration 1F: 3 clusters Score -9392456 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -9393234.000000 Penalty: 5695.011719
	Iteration 2Q: 3 clusters Score -9393234 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -9393949.000000 Penalty: 5695.011719
	Iteration 3Q: 3 clusters Score -9393949 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -9395015.000000 Penalty: 5695.011719
	Iteration 4Q: 3 clusters Score -9395015 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9396345.000000 Penalty: 5695.011719
	Iteration 5Q: 3 clusters Score -9396345 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -9397839.000000 Penalty: 5695.011719
	Iteration 6Q: 3 clusters Score -9397839 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -9399717.000000 Penalty: 5695.011719
	Iteration 7Q: 3 clusters Score -9399717 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9402003.000000 Penalty: 5695.011719
	Iteration 8Q: 3 clusters Score -9402003 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -9404670.000000 Penalty: 5695.011719
	Iteration 9F: 3 clusters Score -9404670 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -9407332.000000 Penalty: 5695.011719
	Iteration 10F: 3 clusters Score -9407332 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -9409886.000000 Penalty: 5695.011719
	Iteration 11Q: 3 clusters Score -9409886 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -9411980.000000 Penalty: 5695.011719
	Iteration 12Q: 3 clusters Score -9411980 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -9413710.000000 Penalty: 5695.011719
	Iteration 13Q: 3 clusters Score -9413710 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -9415002.000000 Penalty: 5695.011719
	Iteration 14Q: 3 clusters Score -9415002 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -9415974.000000 Penalty: 5695.011719
	Iteration 15Q: 3 clusters Score -9415974 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -9417008.000000 Penalty: 5695.011719
	Iteration 16Q: 3 clusters Score -9417008 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -9418117.000000 Penalty: 5695.011719
	Iteration 17Q: 3 clusters Score -9418117 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -9419348.000000 Penalty: 5695.011719
	Iteration 18Q: 3 clusters Score -9419348 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -9420820.000000 Penalty: 5695.011719
	Iteration 19Q: 3 clusters Score -9420820 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -9422541.000000 Penalty: 5695.011719
	Iteration 20F: 3 clusters Score -9422541 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -9424368.000000 Penalty: 5695.011719
	Iteration 21Q: 3 clusters Score -9424368 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -9426188.000000 Penalty: 5695.011719
	Iteration 22Q: 3 clusters Score -9426188 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -9427661.000000 Penalty: 5695.011719
	Iteration 23Q: 3 clusters Score -9427661 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -9428717.000000 Penalty: 5695.011719
	Iteration 24Q: 3 clusters Score -9428717 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -9429544.000000 Penalty: 5695.011719
	Iteration 25Q: 3 clusters Score -9429544 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9429993.000000 Penalty: 5695.011719
	Iteration 26Q: 3 clusters Score -9429993 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -9430283.000000 Penalty: 5695.011719
	Iteration 27Q: 3 clusters Score -9430283 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -9430475.000000 Penalty: 5695.011719
	Iteration 28Q: 3 clusters Score -9430475 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -9430656.000000 Penalty: 5695.011719
	Iteration 29Q: 3 clusters Score -9430656 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -9430742.000000 Penalty: 5695.011719
	Iteration 30Q: 3 clusters Score -9430742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -9430811.000000 Penalty: 5695.011719
	Iteration 31Q: 3 clusters Score -9430811 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9430862.000000 Penalty: 5695.011719
	Iteration 32Q: 3 clusters Score -9430862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -9430876.000000 Penalty: 5695.011719
	Iteration 33Q: 3 clusters Score -9430876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -9430880.000000 Penalty: 5695.011719
	Iteration 34Q: 3 clusters Score -9430880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -9430905.000000 Penalty: 5695.011719
	Iteration 35Q: 3 clusters Score -9430905 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -9430920.000000 Penalty: 5695.011719
	Iteration 36Q: 3 clusters Score -9430920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -9430925.000000 Penalty: 5695.011719
	Iteration 37Q: 3 clusters Score -9430925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9430928.000000 Penalty: 5695.011719
	Iteration 38Q: 3 clusters Score -9430928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -9430932.000000 Penalty: 5695.011719
	Iteration 39Q: 3 clusters Score -9430932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9430949.000000 Penalty: 5695.011719
	Iteration 40F: 3 clusters Score -9430949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9430940.000000 Penalty: 5695.011719
	Iteration 41Q: 3 clusters Score -9430940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9430926.000000 Penalty: 5695.011719
	Iteration 42Q: 3 clusters Score -9430926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9430944.000000 Penalty: 5695.011719
	Iteration 43Q: 3 clusters Score -9430944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9430960.000000 Penalty: 5695.011719
	Iteration 44Q: 3 clusters Score -9430960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9430966.000000 Penalty: 5695.011719
	Iteration 45Q: 3 clusters Score -9430966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9430967.000000 Penalty: 5695.011719
	Iteration 46Q: 3 clusters Score -9430967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -9430964.000000 Penalty: 5695.011719
	Iteration 47Q: 3 clusters Score -9430964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9430967.000000 Penalty: 5695.011719
	Iteration 48Q: 3 clusters Score -9430967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9430962.000000 Penalty: 5695.011719
	Iteration 49Q: 3 clusters Score -9430962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9430963.000000 Penalty: 5695.011719
	Iteration 50Q: 3 clusters Score -9430963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -9430965.000000 Penalty: 5695.011719
	Iteration 51Q: 3 clusters Score -9430965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9430971.000000 Penalty: 5695.011719
	Iteration 52Q: 3 clusters Score -9430971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9430975.000000 Penalty: 5695.011719
	Iteration 53Q: 3 clusters Score -9430975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -9430970.000000 Penalty: 5695.011719
	Iteration 54Q: 3 clusters Score -9430970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9430970.000000 Penalty: 5695.011719
	Iteration 55Q: 3 clusters Score -9430970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9430970.000000 Penalty: 5695.011719
	Iteration 56F: 3 clusters Score -9430970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Entering Unmasked Estep 
Score: -1956192.750000 Penalty: 2450.915527
	Iteration 0F: 2 clusters Score -1956193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1942358.875000 Penalty: 4901.831055
	Iteration 0F: 3 clusters Score -1942359 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1947081.125000 Penalty: 4901.831055
	Iteration 1F: 3 clusters Score -1947081 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1947631.750000 Penalty: 4901.831055
	Iteration 2F: 3 clusters Score -1947632 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1948168.750000 Penalty: 4901.831055
	Iteration 3F: 3 clusters Score -1948169 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1948654.625000 Penalty: 4901.831055
	Iteration 4F: 3 clusters Score -1948655 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1949176.375000 Penalty: 4901.831055
	Iteration 5F: 3 clusters Score -1949176 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1949813.375000 Penalty: 4901.831055
	Iteration 6F: 3 clusters Score -1949813 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1950550.625000 Penalty: 4901.831055
	Iteration 7F: 3 clusters Score -1950551 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1951331.625000 Penalty: 4901.831055
	Iteration 8F: 3 clusters Score -1951332 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1952076.000000 Penalty: 4901.831055
	Iteration 9Q: 3 clusters Score -1952076 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1952685.500000 Penalty: 4901.831055
	Iteration 10Q: 3 clusters Score -1952686 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1953159.375000 Penalty: 4901.831055
	Iteration 11Q: 3 clusters Score -1953159 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1953480.500000 Penalty: 4901.831055
	Iteration 12Q: 3 clusters Score -1953480 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1953669.125000 Penalty: 4901.831055
	Iteration 13Q: 3 clusters Score -1953669 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1953775.750000 Penalty: 4901.831055
	Iteration 14Q: 3 clusters Score -1953776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1953847.375000 Penalty: 4901.831055
	Iteration 15Q: 3 clusters Score -1953847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1953896.000000 Penalty: 4901.831055
	Iteration 16Q: 3 clusters Score -1953896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1953943.125000 Penalty: 4901.831055
	Iteration 17Q: 3 clusters Score -1953943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1953972.750000 Penalty: 4901.831055
	Iteration 18Q: 3 clusters Score -1953973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1954001.500000 Penalty: 4901.831055
	Iteration 19Q: 3 clusters Score -1954002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1954010.500000 Penalty: 4901.831055
	Iteration 20F: 3 clusters Score -1954010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1954017.125000 Penalty: 4901.831055
	Iteration 21Q: 3 clusters Score -1954017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1954019.500000 Penalty: 4901.831055
	Iteration 22Q: 3 clusters Score -1954020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1954021.875000 Penalty: 4901.831055
	Iteration 23Q: 3 clusters Score -1954022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1954025.000000 Penalty: 4901.831055
	Iteration 24Q: 3 clusters Score -1954025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1954027.000000 Penalty: 4901.831055
	Iteration 25Q: 3 clusters Score -1954027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1954032.875000 Penalty: 4901.831055
	Iteration 26Q: 3 clusters Score -1954033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1954035.625000 Penalty: 4901.831055
	Iteration 27Q: 3 clusters Score -1954036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1954039.625000 Penalty: 4901.831055
	Iteration 28Q: 3 clusters Score -1954040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1954040.375000 Penalty: 4901.831055
	Iteration 29Q: 3 clusters Score -1954040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1954039.750000 Penalty: 4901.831055
	Iteration 30Q: 3 clusters Score -1954040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1954039.750000 Penalty: 4901.831055
	Iteration 31F: 3 clusters Score -1954040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Entering Unmasked Estep 
Score: -827511.687500 Penalty: 2258.228027
	Iteration 0F: 2 clusters Score -827511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -820411.312500 Penalty: 4516.456055
	Iteration 0F: 3 clusters Score -820411.3 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -822560.750000 Penalty: 4516.456055
	Iteration 1F: 3 clusters Score -822560.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -823049.625000 Penalty: 4516.456055
	Iteration 2F: 3 clusters Score -823049.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -823614.062500 Penalty: 4516.456055
	Iteration 3F: 3 clusters Score -823614.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -824223.312500 Penalty: 4516.456055
	Iteration 4F: 3 clusters Score -824223.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -824747.812500 Penalty: 4516.456055
	Iteration 5F: 3 clusters Score -824747.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -825176.750000 Penalty: 4516.456055
	Iteration 6F: 3 clusters Score -825176.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -825499.937500 Penalty: 4516.456055
	Iteration 7F: 3 clusters Score -825499.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -825776.000000 Penalty: 4516.456055
	Iteration 8Q: 3 clusters Score -825776 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -825967.375000 Penalty: 4516.456055
	Iteration 9Q: 3 clusters Score -825967.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -826129.687500 Penalty: 4516.456055
	Iteration 10Q: 3 clusters Score -826129.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -826260.500000 Penalty: 4516.456055
	Iteration 11Q: 3 clusters Score -826260.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -826368.312500 Penalty: 4516.456055
	Iteration 12Q: 3 clusters Score -826368.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -826466.312500 Penalty: 4516.456055
	Iteration 13Q: 3 clusters Score -826466.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -826535.375000 Penalty: 4516.456055
	Iteration 14Q: 3 clusters Score -826535.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -826594.125000 Penalty: 4516.456055
	Iteration 15Q: 3 clusters Score -826594.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -826648.500000 Penalty: 4516.456055
	Iteration 16Q: 3 clusters Score -826648.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -826689.750000 Penalty: 4516.456055
	Iteration 17Q: 3 clusters Score -826689.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -826730.187500 Penalty: 4516.456055
	Iteration 18Q: 3 clusters Score -826730.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -826753.062500 Penalty: 4516.456055
	Iteration 19Q: 3 clusters Score -826753.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -826776.187500 Penalty: 4516.456055
	Iteration 20F: 3 clusters Score -826776.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -826787.000000 Penalty: 4516.456055
	Iteration 21Q: 3 clusters Score -826787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -826801.125000 Penalty: 4516.456055
	Iteration 22Q: 3 clusters Score -826801.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -826810.687500 Penalty: 4516.456055
	Iteration 23Q: 3 clusters Score -826810.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -826816.125000 Penalty: 4516.456055
	Iteration 24Q: 3 clusters Score -826816.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -826816.687500 Penalty: 4516.456055
	Iteration 25Q: 3 clusters Score -826816.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -826821.125000 Penalty: 4516.456055
	Iteration 26Q: 3 clusters Score -826821.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -826825.562500 Penalty: 4516.456055
	Iteration 27Q: 3 clusters Score -826825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -826829.250000 Penalty: 4516.456055
	Iteration 28Q: 3 clusters Score -826829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -826832.375000 Penalty: 4516.456055
	Iteration 29Q: 3 clusters Score -826832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -826830.625000 Penalty: 4516.456055
	Iteration 30Q: 3 clusters Score -826830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -826832.062500 Penalty: 4516.456055
	Iteration 31Q: 3 clusters Score -826832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -826833.250000 Penalty: 4516.456055
	Iteration 32Q: 3 clusters Score -826833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -826835.937500 Penalty: 4516.456055
	Iteration 33Q: 3 clusters Score -826835.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -826836.375000 Penalty: 4516.456055
	Iteration 34Q: 3 clusters Score -826836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -826834.687500 Penalty: 4516.456055
	Iteration 35Q: 3 clusters Score -826834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -826839.125000 Penalty: 4516.456055
	Iteration 36Q: 3 clusters Score -826839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -826840.625000 Penalty: 4516.456055
	Iteration 37Q: 3 clusters Score -826840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -826842.125000 Penalty: 4516.456055
	Iteration 38Q: 3 clusters Score -826842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -826841.875000 Penalty: 4516.456055
	Iteration 39Q: 3 clusters Score -826841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -826841.875000 Penalty: 4516.456055
	Iteration 40F: 3 clusters Score -826841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Entering Unmasked Estep 
Score: -1686840.375000 Penalty: 2429.535645
	Iteration 0F: 2 clusters Score -1686840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1674074.625000 Penalty: 4859.071289
	Iteration 0F: 3 clusters Score -1674075 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1678366.375000 Penalty: 4859.071289
	Iteration 1F: 3 clusters Score -1678366 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1678825.125000 Penalty: 4859.071289
	Iteration 2F: 3 clusters Score -1678825 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1679205.625000 Penalty: 4859.071289
	Iteration 3F: 3 clusters Score -1679206 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1679518.875000 Penalty: 4859.071289
	Iteration 4Q: 3 clusters Score -1679519 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1679794.125000 Penalty: 4859.071289
	Iteration 5Q: 3 clusters Score -1679794 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1680048.500000 Penalty: 4859.071289
	Iteration 6Q: 3 clusters Score -1680048 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1680294.750000 Penalty: 4859.071289
	Iteration 7Q: 3 clusters Score -1680295 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1680528.125000 Penalty: 4859.071289
	Iteration 8Q: 3 clusters Score -1680528 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1680774.125000 Penalty: 4859.071289
	Iteration 9Q: 3 clusters Score -1680774 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1681038.875000 Penalty: 4859.071289
	Iteration 10Q: 3 clusters Score -1681039 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1681319.375000 Penalty: 4859.071289
	Iteration 11Q: 3 clusters Score -1681319 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1681612.000000 Penalty: 4859.071289
	Iteration 12Q: 3 clusters Score -1681612 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1681871.250000 Penalty: 4859.071289
	Iteration 13Q: 3 clusters Score -1681871 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1682136.375000 Penalty: 4859.071289
	Iteration 14Q: 3 clusters Score -1682136 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1682343.750000 Penalty: 4859.071289
	Iteration 15Q: 3 clusters Score -1682344 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1682507.750000 Penalty: 4859.071289
	Iteration 16Q: 3 clusters Score -1682508 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1682643.125000 Penalty: 4859.071289
	Iteration 17Q: 3 clusters Score -1682643 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1682766.625000 Penalty: 4859.071289
	Iteration 18Q: 3 clusters Score -1682767 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1682878.000000 Penalty: 4859.071289
	Iteration 19Q: 3 clusters Score -1682878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1682990.500000 Penalty: 4859.071289
	Iteration 20F: 3 clusters Score -1682990 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1683110.625000 Penalty: 4859.071289
	Iteration 21Q: 3 clusters Score -1683111 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1683232.750000 Penalty: 4859.071289
	Iteration 22Q: 3 clusters Score -1683233 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1683365.750000 Penalty: 4859.071289
	Iteration 23Q: 3 clusters Score -1683366 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1683503.250000 Penalty: 4859.071289
	Iteration 24Q: 3 clusters Score -1683503 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1683631.500000 Penalty: 4859.071289
	Iteration 25Q: 3 clusters Score -1683632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1683762.250000 Penalty: 4859.071289
	Iteration 26Q: 3 clusters Score -1683762 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1683884.125000 Penalty: 4859.071289
	Iteration 27Q: 3 clusters Score -1683884 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1684000.125000 Penalty: 4859.071289
	Iteration 28Q: 3 clusters Score -1684000 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1684101.250000 Penalty: 4859.071289
	Iteration 29Q: 3 clusters Score -1684101 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1684189.000000 Penalty: 4859.071289
	Iteration 30Q: 3 clusters Score -1684189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1684276.875000 Penalty: 4859.071289
	Iteration 31Q: 3 clusters Score -1684277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1684358.000000 Penalty: 4859.071289
	Iteration 32Q: 3 clusters Score -1684358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1684446.125000 Penalty: 4859.071289
	Iteration 33Q: 3 clusters Score -1684446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1684527.375000 Penalty: 4859.071289
	Iteration 34Q: 3 clusters Score -1684527 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1684577.875000 Penalty: 4859.071289
	Iteration 35Q: 3 clusters Score -1684578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1684613.625000 Penalty: 4859.071289
	Iteration 36Q: 3 clusters Score -1684614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1684635.500000 Penalty: 4859.071289
	Iteration 37Q: 3 clusters Score -1684636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1684661.750000 Penalty: 4859.071289
	Iteration 38Q: 3 clusters Score -1684662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1684675.000000 Penalty: 4859.071289
	Iteration 39Q: 3 clusters Score -1684675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1684690.625000 Penalty: 4859.071289
	Iteration 40F: 3 clusters Score -1684691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1684705.625000 Penalty: 4859.071289
	Iteration 41Q: 3 clusters Score -1684706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1684724.250000 Penalty: 4859.071289
	Iteration 42Q: 3 clusters Score -1684724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1684740.750000 Penalty: 4859.071289
	Iteration 43Q: 3 clusters Score -1684741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1684750.500000 Penalty: 4859.071289
	Iteration 44Q: 3 clusters Score -1684750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1684757.000000 Penalty: 4859.071289
	Iteration 45Q: 3 clusters Score -1684757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1684759.000000 Penalty: 4859.071289
	Iteration 46Q: 3 clusters Score -1684759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1684766.500000 Penalty: 4859.071289
	Iteration 47Q: 3 clusters Score -1684766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1684767.875000 Penalty: 4859.071289
	Iteration 48Q: 3 clusters Score -1684768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1684773.000000 Penalty: 4859.071289
	Iteration 49Q: 3 clusters Score -1684773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1684782.500000 Penalty: 4859.071289
	Iteration 50Q: 3 clusters Score -1684782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1684791.875000 Penalty: 4859.071289
	Iteration 51Q: 3 clusters Score -1684792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1684794.125000 Penalty: 4859.071289
	Iteration 52Q: 3 clusters Score -1684794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1684797.125000 Penalty: 4859.071289
	Iteration 53Q: 3 clusters Score -1684797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1684800.375000 Penalty: 4859.071289
	Iteration 54Q: 3 clusters Score -1684800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1684801.500000 Penalty: 4859.071289
	Iteration 55Q: 3 clusters Score -1684802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1684802.750000 Penalty: 4859.071289
	Iteration 56Q: 3 clusters Score -1684803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1684804.250000 Penalty: 4859.071289
	Iteration 57Q: 3 clusters Score -1684804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1684807.125000 Penalty: 4859.071289
	Iteration 58Q: 3 clusters Score -1684807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1684807.750000 Penalty: 4859.071289
	Iteration 59Q: 3 clusters Score -1684808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1684809.875000 Penalty: 4859.071289
	Iteration 60F: 3 clusters Score -1684810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1684810.125000 Penalty: 4859.071289
	Iteration 61Q: 3 clusters Score -1684810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1684814.000000 Penalty: 4859.071289
	Iteration 62Q: 3 clusters Score -1684814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1684814.000000 Penalty: 4859.071289
	Iteration 63F: 3 clusters Score -1684814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -565745.187500 Penalty: 2141.032715
	Iteration 0F: 2 clusters Score -565745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -560940.375000 Penalty: 4282.065430
	Iteration 0F: 3 clusters Score -560940.4 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -562114.687500 Penalty: 4282.065430
	Iteration 1F: 3 clusters Score -562114.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -562332.625000 Penalty: 4282.065430
	Iteration 2F: 3 clusters Score -562332.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -562451.250000 Penalty: 4282.065430
	Iteration 3Q: 3 clusters Score -562451.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -562524.312500 Penalty: 4282.065430
	Iteration 4Q: 3 clusters Score -562524.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -562584.375000 Penalty: 4282.065430
	Iteration 5Q: 3 clusters Score -562584.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -562642.187500 Penalty: 4282.065430
	Iteration 6Q: 3 clusters Score -562642.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -562701.187500 Penalty: 4282.065430
	Iteration 7Q: 3 clusters Score -562701.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -562760.187500 Penalty: 4282.065430
	Iteration 8Q: 3 clusters Score -562760.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -562837.687500 Penalty: 4282.065430
	Iteration 9Q: 3 clusters Score -562837.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -562915.750000 Penalty: 4282.065430
	Iteration 10Q: 3 clusters Score -562915.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -563012.250000 Penalty: 4282.065430
	Iteration 11Q: 3 clusters Score -563012.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -563111.375000 Penalty: 4282.065430
	Iteration 12Q: 3 clusters Score -563111.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -563221.812500 Penalty: 4282.065430
	Iteration 13Q: 3 clusters Score -563221.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -563340.812500 Penalty: 4282.065430
	Iteration 14Q: 3 clusters Score -563340.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -563444.187500 Penalty: 4282.065430
	Iteration 15Q: 3 clusters Score -563444.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -563531.125000 Penalty: 4282.065430
	Iteration 16Q: 3 clusters Score -563531.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -563609.500000 Penalty: 4282.065430
	Iteration 17Q: 3 clusters Score -563609.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -563687.250000 Penalty: 4282.065430
	Iteration 18Q: 3 clusters Score -563687.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -563747.125000 Penalty: 4282.065430
	Iteration 19Q: 3 clusters Score -563747.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -563797.625000 Penalty: 4282.065430
	Iteration 20F: 3 clusters Score -563797.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -563834.250000 Penalty: 4282.065430
	Iteration 21Q: 3 clusters Score -563834.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -563871.125000 Penalty: 4282.065430
	Iteration 22Q: 3 clusters Score -563871.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -563905.250000 Penalty: 4282.065430
	Iteration 23Q: 3 clusters Score -563905.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -563936.562500 Penalty: 4282.065430
	Iteration 24Q: 3 clusters Score -563936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -563955.875000 Penalty: 4282.065430
	Iteration 25Q: 3 clusters Score -563955.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -563970.062500 Penalty: 4282.065430
	Iteration 26Q: 3 clusters Score -563970.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -563987.625000 Penalty: 4282.065430
	Iteration 27Q: 3 clusters Score -563987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -563993.875000 Penalty: 4282.065430
	Iteration 28Q: 3 clusters Score -563993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -564002.687500 Penalty: 4282.065430
	Iteration 29Q: 3 clusters Score -564002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -564009.687500 Penalty: 4282.065430
	Iteration 30Q: 3 clusters Score -564009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -564018.437500 Penalty: 4282.065430
	Iteration 31Q: 3 clusters Score -564018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -564026.312500 Penalty: 4282.065430
	Iteration 32Q: 3 clusters Score -564026.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -564030.000000 Penalty: 4282.065430
	Iteration 33Q: 3 clusters Score -564030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -564033.375000 Penalty: 4282.065430
	Iteration 34Q: 3 clusters Score -564033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -564032.625000 Penalty: 4282.065430
	Iteration 35Q: 3 clusters Score -564032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -564034.375000 Penalty: 4282.065430
	Iteration 36Q: 3 clusters Score -564034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -564036.000000 Penalty: 4282.065430
	Iteration 37Q: 3 clusters Score -564036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -564037.312500 Penalty: 4282.065430
	Iteration 38Q: 3 clusters Score -564037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -564037.687500 Penalty: 4282.065430
	Iteration 39Q: 3 clusters Score -564037.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -564037.687500 Penalty: 4282.065430
	Iteration 40F: 3 clusters Score -564037.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -666340.875000 Penalty: 2183.993164
	Iteration 0F: 2 clusters Score -666340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -660822.562500 Penalty: 4367.986328
	Iteration 0F: 3 clusters Score -660822.6 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -662274.812500 Penalty: 4367.986328
	Iteration 1F: 3 clusters Score -662274.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -662514.312500 Penalty: 4367.986328
	Iteration 2F: 3 clusters Score -662514.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -662711.750000 Penalty: 4367.986328
	Iteration 3Q: 3 clusters Score -662711.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -662868.312500 Penalty: 4367.986328
	Iteration 4Q: 3 clusters Score -662868.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -663023.937500 Penalty: 4367.986328
	Iteration 5Q: 3 clusters Score -663023.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -663165.250000 Penalty: 4367.986328
	Iteration 6Q: 3 clusters Score -663165.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -663319.125000 Penalty: 4367.986328
	Iteration 7Q: 3 clusters Score -663319.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -663458.500000 Penalty: 4367.986328
	Iteration 8Q: 3 clusters Score -663458.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -663579.937500 Penalty: 4367.986328
	Iteration 9Q: 3 clusters Score -663579.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -663704.687500 Penalty: 4367.986328
	Iteration 10Q: 3 clusters Score -663704.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -663821.562500 Penalty: 4367.986328
	Iteration 11Q: 3 clusters Score -663821.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -663915.875000 Penalty: 4367.986328
	Iteration 12Q: 3 clusters Score -663915.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -663993.062500 Penalty: 4367.986328
	Iteration 13Q: 3 clusters Score -663993.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -664060.750000 Penalty: 4367.986328
	Iteration 14Q: 3 clusters Score -664060.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -664118.750000 Penalty: 4367.986328
	Iteration 15Q: 3 clusters Score -664118.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -664166.312500 Penalty: 4367.986328
	Iteration 16Q: 3 clusters Score -664166.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -664204.562500 Penalty: 4367.986328
	Iteration 17Q: 3 clusters Score -664204.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -664231.125000 Penalty: 4367.986328
	Iteration 18Q: 3 clusters Score -664231.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -664260.000000 Penalty: 4367.986328
	Iteration 19Q: 3 clusters Score -664260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -664289.125000 Penalty: 4367.986328
	Iteration 20F: 3 clusters Score -664289.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -664316.687500 Penalty: 4367.986328
	Iteration 21Q: 3 clusters Score -664316.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -664340.625000 Penalty: 4367.986328
	Iteration 22Q: 3 clusters Score -664340.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -664366.250000 Penalty: 4367.986328
	Iteration 23Q: 3 clusters Score -664366.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -664390.062500 Penalty: 4367.986328
	Iteration 24Q: 3 clusters Score -664390.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -664405.937500 Penalty: 4367.986328
	Iteration 25Q: 3 clusters Score -664405.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -664424.875000 Penalty: 4367.986328
	Iteration 26Q: 3 clusters Score -664424.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -664442.875000 Penalty: 4367.986328
	Iteration 27Q: 3 clusters Score -664442.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -664460.875000 Penalty: 4367.986328
	Iteration 28Q: 3 clusters Score -664460.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -664475.062500 Penalty: 4367.986328
	Iteration 29Q: 3 clusters Score -664475.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -664486.500000 Penalty: 4367.986328
	Iteration 30Q: 3 clusters Score -664486.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -664492.687500 Penalty: 4367.986328
	Iteration 31Q: 3 clusters Score -664492.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -664504.375000 Penalty: 4367.986328
	Iteration 32Q: 3 clusters Score -664504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -664514.125000 Penalty: 4367.986328
	Iteration 33Q: 3 clusters Score -664514.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -664524.625000 Penalty: 4367.986328
	Iteration 34Q: 3 clusters Score -664524.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -664535.437500 Penalty: 4367.986328
	Iteration 35Q: 3 clusters Score -664535.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -664541.062500 Penalty: 4367.986328
	Iteration 36Q: 3 clusters Score -664541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -664546.312500 Penalty: 4367.986328
	Iteration 37Q: 3 clusters Score -664546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -664549.562500 Penalty: 4367.986328
	Iteration 38Q: 3 clusters Score -664549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -664550.875000 Penalty: 4367.986328
	Iteration 39Q: 3 clusters Score -664550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -664552.687500 Penalty: 4367.986328
	Iteration 40F: 3 clusters Score -664552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -664552.062500 Penalty: 4367.986328
	Iteration 41Q: 3 clusters Score -664552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -664551.500000 Penalty: 4367.986328
	Iteration 42Q: 3 clusters Score -664551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -664552.062500 Penalty: 4367.986328
	Iteration 43Q: 3 clusters Score -664552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -664553.812500 Penalty: 4367.986328
	Iteration 44Q: 3 clusters Score -664553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -664554.437500 Penalty: 4367.986328
	Iteration 45Q: 3 clusters Score -664554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -664554.062500 Penalty: 4367.986328
	Iteration 46Q: 3 clusters Score -664554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -664555.312500 Penalty: 4367.986328
	Iteration 47Q: 3 clusters Score -664555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -664555.312500 Penalty: 4367.986328
	Iteration 48F: 3 clusters Score -664555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -450346.156250 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -450346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -445924.593750 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -445924.6 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -447055.937500 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -447055.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -447330.093750 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -447330.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -447544.812500 Penalty: 4208.191406
	Iteration 3F: 3 clusters Score -447544.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -447793.000000 Penalty: 4208.191406
	Iteration 4F: 3 clusters Score -447793 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -448092.343750 Penalty: 4208.191406
	Iteration 5F: 3 clusters Score -448092.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -448447.656250 Penalty: 4208.191406
	Iteration 6F: 3 clusters Score -448447.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -448823.406250 Penalty: 4208.191406
	Iteration 7F: 3 clusters Score -448823.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -449211.000000 Penalty: 4208.191406
	Iteration 8F: 3 clusters Score -449211 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -449573.343750 Penalty: 4208.191406
	Iteration 9F: 3 clusters Score -449573.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -449855.437500 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -449855.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -450006.781250 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -450006.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -450098.718750 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -450098.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -450158.093750 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -450158.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -450197.093750 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -450197.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -450220.843750 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -450220.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -450238.437500 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -450238.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -450251.687500 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -450251.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -450260.937500 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -450260.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -450272.593750 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -450272.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -450282.531250 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -450282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -450285.562500 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -450285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -450285.406250 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -450285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -450287.781250 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -450287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -450287.781250 Penalty: 4208.191406
	Iteration 24F: 3 clusters Score -450287.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -163458.046875 Penalty: 1859.857056
	Iteration 0F: 2 clusters Score -163458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -160981.328125 Penalty: 3719.714111
	Iteration 0F: 3 clusters Score -160981.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161452.562500 Penalty: 3719.714111
	Iteration 1F: 3 clusters Score -161452.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -161582.125000 Penalty: 3719.714111
	Iteration 2F: 3 clusters Score -161582.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -161649.093750 Penalty: 3719.714111
	Iteration 3Q: 3 clusters Score -161649.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -161713.781250 Penalty: 3719.714111
	Iteration 4Q: 3 clusters Score -161713.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161761.500000 Penalty: 3719.714111
	Iteration 5Q: 3 clusters Score -161761.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161797.421875 Penalty: 3719.714111
	Iteration 6Q: 3 clusters Score -161797.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -161829.375000 Penalty: 3719.714111
	Iteration 7Q: 3 clusters Score -161829.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161845.015625 Penalty: 3719.714111
	Iteration 8Q: 3 clusters Score -161845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161850.250000 Penalty: 3719.714111
	Iteration 9Q: 3 clusters Score -161850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161855.156250 Penalty: 3719.714111
	Iteration 10Q: 3 clusters Score -161855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161859.359375 Penalty: 3719.714111
	Iteration 11Q: 3 clusters Score -161859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161866.296875 Penalty: 3719.714111
	Iteration 12Q: 3 clusters Score -161866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161869.812500 Penalty: 3719.714111
	Iteration 13Q: 3 clusters Score -161869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161876.875000 Penalty: 3719.714111
	Iteration 14Q: 3 clusters Score -161876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161883.203125 Penalty: 3719.714111
	Iteration 15Q: 3 clusters Score -161883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161890.203125 Penalty: 3719.714111
	Iteration 16Q: 3 clusters Score -161890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161896.468750 Penalty: 3719.714111
	Iteration 17Q: 3 clusters Score -161896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161904.281250 Penalty: 3719.714111
	Iteration 18Q: 3 clusters Score -161904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161912.062500 Penalty: 3719.714111
	Iteration 19Q: 3 clusters Score -161912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -161915.687500 Penalty: 3719.714111
	Iteration 20F: 3 clusters Score -161915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161917.781250 Penalty: 3719.714111
	Iteration 21Q: 3 clusters Score -161917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -161919.312500 Penalty: 3719.714111
	Iteration 22Q: 3 clusters Score -161919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -161921.500000 Penalty: 3719.714111
	Iteration 23Q: 3 clusters Score -161921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161922.000000 Penalty: 3719.714111
	Iteration 24Q: 3 clusters Score -161922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -161923.109375 Penalty: 3719.714111
	Iteration 25Q: 3 clusters Score -161923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161924.718750 Penalty: 3719.714111
	Iteration 26Q: 3 clusters Score -161924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -161926.796875 Penalty: 3719.714111
	Iteration 27Q: 3 clusters Score -161926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -161929.640625 Penalty: 3719.714111
	Iteration 28Q: 3 clusters Score -161929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161930.468750 Penalty: 3719.714111
	Iteration 29Q: 3 clusters Score -161930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -161930.968750 Penalty: 3719.714111
	Iteration 30Q: 3 clusters Score -161931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -161930.968750 Penalty: 3719.714111
	Iteration 31F: 3 clusters Score -161931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Entering Unmasked Estep 
Score: -5810488.500000 Penalty: 2719.428223
	Iteration 0F: 2 clusters Score -5810488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -5771630.000000 Penalty: 5438.856445
	Iteration 0F: 3 clusters Score -5771630 nChanged 26986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5786458.000000 Penalty: 5438.856445
	Iteration 1F: 3 clusters Score -5786458 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5787256.000000 Penalty: 5438.856445
	Iteration 2Q: 3 clusters Score -5787256 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5788212.500000 Penalty: 5438.856445
	Iteration 3Q: 3 clusters Score -5788212 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5789625.500000 Penalty: 5438.856445
	Iteration 4Q: 3 clusters Score -5789626 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -5791908.500000 Penalty: 5438.856445
	Iteration 5F: 3 clusters Score -5791908 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5795636.000000 Penalty: 5438.856445
	Iteration 6F: 3 clusters Score -5795636 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -5799645.000000 Penalty: 5438.856445
	Iteration 7F: 3 clusters Score -5799645 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5802509.000000 Penalty: 5438.856445
	Iteration 8F: 3 clusters Score -5802509 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5804474.500000 Penalty: 5438.856445
	Iteration 9F: 3 clusters Score -5804474 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5805583.000000 Penalty: 5438.856445
	Iteration 10Q: 3 clusters Score -5805583 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5806360.500000 Penalty: 5438.856445
	Iteration 11Q: 3 clusters Score -5806360 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5806840.000000 Penalty: 5438.856445
	Iteration 12Q: 3 clusters Score -5806840 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -5807311.000000 Penalty: 5438.856445
	Iteration 13Q: 3 clusters Score -5807311 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -5807863.000000 Penalty: 5438.856445
	Iteration 14Q: 3 clusters Score -5807863 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -5808370.500000 Penalty: 5438.856445
	Iteration 15Q: 3 clusters Score -5808370 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5808951.000000 Penalty: 5438.856445
	Iteration 16Q: 3 clusters Score -5808951 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -5809513.000000 Penalty: 5438.856445
	Iteration 17Q: 3 clusters Score -5809513 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5810140.500000 Penalty: 5438.856445
	Iteration 18Q: 3 clusters Score -5810140 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5810681.000000 Penalty: 5438.856445
	Iteration 19Q: 3 clusters Score -5810681 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5810922.500000 Penalty: 5438.856445
	Iteration 20F: 3 clusters Score -5810922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -5810989.000000 Penalty: 5438.856445
	Iteration 21Q: 3 clusters Score -5810989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -5810977.500000 Penalty: 5438.856445
	Iteration 22Q: 3 clusters Score -5810978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -5810985.500000 Penalty: 5438.856445
	Iteration 23Q: 3 clusters Score -5810986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -5810996.000000 Penalty: 5438.856445
	Iteration 24Q: 3 clusters Score -5810996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -5810991.500000 Penalty: 5438.856445
	Iteration 25Q: 3 clusters Score -5810992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5810990.500000 Penalty: 5438.856445
	Iteration 26Q: 3 clusters Score -5810990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5810990.500000 Penalty: 5438.856445
	Iteration 27F: 3 clusters Score -5810990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 17971 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 9281 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17712 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 32185 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14033 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8854 members 
Mstep: Class 42 contains 48559 members 
Entering Unmasked Estep 
Score: -58916944.000000 Penalty: 139028.390625
Splitting cluster 22 changes total score from -58917000.000000 to -58916944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Entering Unmasked Estep 
Score: -658030.312500 Penalty: 2186.910156
	Iteration 0F: 2 clusters Score -658030.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -652399.062500 Penalty: 4373.820312
	Iteration 0F: 3 clusters Score -652399.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -653888.750000 Penalty: 4373.820312
	Iteration 1F: 3 clusters Score -653888.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -654129.812500 Penalty: 4373.820312
	Iteration 2F: 3 clusters Score -654129.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -654271.437500 Penalty: 4373.820312
	Iteration 3Q: 3 clusters Score -654271.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -654389.375000 Penalty: 4373.820312
	Iteration 4Q: 3 clusters Score -654389.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -654486.125000 Penalty: 4373.820312
	Iteration 5Q: 3 clusters Score -654486.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -654548.937500 Penalty: 4373.820312
	Iteration 6Q: 3 clusters Score -654548.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -654601.375000 Penalty: 4373.820312
	Iteration 7Q: 3 clusters Score -654601.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -654646.937500 Penalty: 4373.820312
	Iteration 8Q: 3 clusters Score -654646.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -654694.875000 Penalty: 4373.820312
	Iteration 9Q: 3 clusters Score -654694.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -654748.812500 Penalty: 4373.820312
	Iteration 10Q: 3 clusters Score -654748.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -654809.500000 Penalty: 4373.820312
	Iteration 11Q: 3 clusters Score -654809.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -654862.875000 Penalty: 4373.820312
	Iteration 12Q: 3 clusters Score -654862.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -654921.937500 Penalty: 4373.820312
	Iteration 13Q: 3 clusters Score -654921.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -654988.125000 Penalty: 4373.820312
	Iteration 14Q: 3 clusters Score -654988.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -655048.125000 Penalty: 4373.820312
	Iteration 15Q: 3 clusters Score -655048.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -655118.187500 Penalty: 4373.820312
	Iteration 16Q: 3 clusters Score -655118.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -655194.187500 Penalty: 4373.820312
	Iteration 17Q: 3 clusters Score -655194.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -655281.625000 Penalty: 4373.820312
	Iteration 18Q: 3 clusters Score -655281.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -655384.500000 Penalty: 4373.820312
	Iteration 19Q: 3 clusters Score -655384.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -655476.750000 Penalty: 4373.820312
	Iteration 20F: 3 clusters Score -655476.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -655582.437500 Penalty: 4373.820312
	Iteration 21Q: 3 clusters Score -655582.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -655678.750000 Penalty: 4373.820312
	Iteration 22Q: 3 clusters Score -655678.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -655750.250000 Penalty: 4373.820312
	Iteration 23Q: 3 clusters Score -655750.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -655796.750000 Penalty: 4373.820312
	Iteration 24Q: 3 clusters Score -655796.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -655844.562500 Penalty: 4373.820312
	Iteration 25Q: 3 clusters Score -655844.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -655884.937500 Penalty: 4373.820312
	Iteration 26Q: 3 clusters Score -655884.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -655918.750000 Penalty: 4373.820312
	Iteration 27Q: 3 clusters Score -655918.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -655952.750000 Penalty: 4373.820312
	Iteration 28Q: 3 clusters Score -655952.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -655972.375000 Penalty: 4373.820312
	Iteration 29Q: 3 clusters Score -655972.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -655989.750000 Penalty: 4373.820312
	Iteration 30Q: 3 clusters Score -655989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -656003.500000 Penalty: 4373.820312
	Iteration 31Q: 3 clusters Score -656003.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -656016.687500 Penalty: 4373.820312
	Iteration 32Q: 3 clusters Score -656016.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -656029.000000 Penalty: 4373.820312
	Iteration 33Q: 3 clusters Score -656029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -656038.562500 Penalty: 4373.820312
	Iteration 34Q: 3 clusters Score -656038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -656043.625000 Penalty: 4373.820312
	Iteration 35Q: 3 clusters Score -656043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -656048.187500 Penalty: 4373.820312
	Iteration 36Q: 3 clusters Score -656048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -656054.437500 Penalty: 4373.820312
	Iteration 37Q: 3 clusters Score -656054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -656061.437500 Penalty: 4373.820312
	Iteration 38Q: 3 clusters Score -656061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -656068.562500 Penalty: 4373.820312
	Iteration 39Q: 3 clusters Score -656068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -656072.312500 Penalty: 4373.820312
	Iteration 40F: 3 clusters Score -656072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -656073.500000 Penalty: 4373.820312
	Iteration 41Q: 3 clusters Score -656073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -656075.562500 Penalty: 4373.820312
	Iteration 42Q: 3 clusters Score -656075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -656080.437500 Penalty: 4373.820312
	Iteration 43Q: 3 clusters Score -656080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -656083.062500 Penalty: 4373.820312
	Iteration 44Q: 3 clusters Score -656083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -656087.000000 Penalty: 4373.820312
	Iteration 45Q: 3 clusters Score -656087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -656090.312500 Penalty: 4373.820312
	Iteration 46Q: 3 clusters Score -656090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -656095.937500 Penalty: 4373.820312
	Iteration 47Q: 3 clusters Score -656095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -656096.125000 Penalty: 4373.820312
	Iteration 48Q: 3 clusters Score -656096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -656097.937500 Penalty: 4373.820312
	Iteration 49Q: 3 clusters Score -656097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -656097.937500 Penalty: 4373.820312
	Iteration 50F: 3 clusters Score -656097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -111374.867188 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -111374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109256.632812 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -109256.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109764.429688 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -109764.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -109946.804688 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -109946.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -110050.109375 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -110050.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -110117.710938 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -110117.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -110179.460938 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -110179.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -110229.765625 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -110229.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -110288.125000 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -110288.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -110354.609375 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -110354.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -110396.445312 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -110396.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -110416.460938 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -110416.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -110435.156250 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -110435.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110454.734375 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -110454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -110462.734375 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -110462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -110467.640625 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -110467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -110470.656250 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -110470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110471.070312 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -110471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -110471.734375 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -110471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110472.304688 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -110472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110474.367188 Penalty: 3572.519775
	Iteration 19F: 3 clusters Score -110474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -110478.687500 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -110478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110480.187500 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -110480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110482.164062 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -110482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110482.164062 Penalty: 3572.519775
	Iteration 23F: 3 clusters Score -110482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -626823.937500 Penalty: 2194.537109
	Iteration 0F: 2 clusters Score -626823.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -621122.687500 Penalty: 4389.074219
	Iteration 0F: 3 clusters Score -621122.7 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -622828.812500 Penalty: 4389.074219
	Iteration 1F: 3 clusters Score -622828.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -623357.187500 Penalty: 4389.074219
	Iteration 2F: 3 clusters Score -623357.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -623865.500000 Penalty: 4389.074219
	Iteration 3F: 3 clusters Score -623865.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -624361.437500 Penalty: 4389.074219
	Iteration 4F: 3 clusters Score -624361.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -624868.062500 Penalty: 4389.074219
	Iteration 5F: 3 clusters Score -624868.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -625312.187500 Penalty: 4389.074219
	Iteration 6F: 3 clusters Score -625312.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -625663.000000 Penalty: 4389.074219
	Iteration 7F: 3 clusters Score -625663 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -625902.562500 Penalty: 4389.074219
	Iteration 8Q: 3 clusters Score -625902.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -626052.562500 Penalty: 4389.074219
	Iteration 9Q: 3 clusters Score -626052.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -626144.625000 Penalty: 4389.074219
	Iteration 10Q: 3 clusters Score -626144.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -626216.812500 Penalty: 4389.074219
	Iteration 11Q: 3 clusters Score -626216.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -626268.000000 Penalty: 4389.074219
	Iteration 12Q: 3 clusters Score -626268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -626309.812500 Penalty: 4389.074219
	Iteration 13Q: 3 clusters Score -626309.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -626352.625000 Penalty: 4389.074219
	Iteration 14Q: 3 clusters Score -626352.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -626381.875000 Penalty: 4389.074219
	Iteration 15Q: 3 clusters Score -626381.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -626412.937500 Penalty: 4389.074219
	Iteration 16Q: 3 clusters Score -626412.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -626450.500000 Penalty: 4389.074219
	Iteration 17Q: 3 clusters Score -626450.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -626493.750000 Penalty: 4389.074219
	Iteration 18Q: 3 clusters Score -626493.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -626540.687500 Penalty: 4389.074219
	Iteration 19Q: 3 clusters Score -626540.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -626591.875000 Penalty: 4389.074219
	Iteration 20F: 3 clusters Score -626591.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -626636.125000 Penalty: 4389.074219
	Iteration 21Q: 3 clusters Score -626636.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -626668.375000 Penalty: 4389.074219
	Iteration 22Q: 3 clusters Score -626668.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -626690.625000 Penalty: 4389.074219
	Iteration 23Q: 3 clusters Score -626690.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -626703.500000 Penalty: 4389.074219
	Iteration 24Q: 3 clusters Score -626703.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -626708.187500 Penalty: 4389.074219
	Iteration 25Q: 3 clusters Score -626708.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -626715.125000 Penalty: 4389.074219
	Iteration 26Q: 3 clusters Score -626715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -626717.875000 Penalty: 4389.074219
	Iteration 27Q: 3 clusters Score -626717.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -626718.187500 Penalty: 4389.074219
	Iteration 28Q: 3 clusters Score -626718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -626718.875000 Penalty: 4389.074219
	Iteration 29Q: 3 clusters Score -626718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -626722.312500 Penalty: 4389.074219
	Iteration 30Q: 3 clusters Score -626722.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -626726.250000 Penalty: 4389.074219
	Iteration 31Q: 3 clusters Score -626726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -626729.250000 Penalty: 4389.074219
	Iteration 32Q: 3 clusters Score -626729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -626731.875000 Penalty: 4389.074219
	Iteration 33Q: 3 clusters Score -626731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -626734.187500 Penalty: 4389.074219
	Iteration 34Q: 3 clusters Score -626734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -626735.250000 Penalty: 4389.074219
	Iteration 35Q: 3 clusters Score -626735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -626736.375000 Penalty: 4389.074219
	Iteration 36Q: 3 clusters Score -626736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -626736.187500 Penalty: 4389.074219
	Iteration 37Q: 3 clusters Score -626736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -626736.187500 Penalty: 4389.074219
	Iteration 38F: 3 clusters Score -626736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -1017693.187500 Penalty: 2312.203613
	Iteration 0F: 2 clusters Score -1017693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1009208.812500 Penalty: 4624.407227
	Iteration 0F: 3 clusters Score -1009209 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1011845.750000 Penalty: 4624.407227
	Iteration 1F: 3 clusters Score -1011846 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1012345.187500 Penalty: 4624.407227
	Iteration 2F: 3 clusters Score -1012345 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1012804.750000 Penalty: 4624.407227
	Iteration 3F: 3 clusters Score -1012805 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1013260.187500 Penalty: 4624.407227
	Iteration 4F: 3 clusters Score -1013260 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1013720.437500 Penalty: 4624.407227
	Iteration 5F: 3 clusters Score -1013720 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1014188.125000 Penalty: 4624.407227
	Iteration 6F: 3 clusters Score -1014188 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1014654.500000 Penalty: 4624.407227
	Iteration 7Q: 3 clusters Score -1014654 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1015029.375000 Penalty: 4624.407227
	Iteration 8Q: 3 clusters Score -1015029 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1015321.625000 Penalty: 4624.407227
	Iteration 9Q: 3 clusters Score -1015322 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1015577.312500 Penalty: 4624.407227
	Iteration 10Q: 3 clusters Score -1015577 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1015763.437500 Penalty: 4624.407227
	Iteration 11Q: 3 clusters Score -1015763 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1015900.750000 Penalty: 4624.407227
	Iteration 12Q: 3 clusters Score -1015901 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1016002.937500 Penalty: 4624.407227
	Iteration 13Q: 3 clusters Score -1016003 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1016088.375000 Penalty: 4624.407227
	Iteration 14Q: 3 clusters Score -1016088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1016162.312500 Penalty: 4624.407227
	Iteration 15Q: 3 clusters Score -1016162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1016218.875000 Penalty: 4624.407227
	Iteration 16Q: 3 clusters Score -1016219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1016276.375000 Penalty: 4624.407227
	Iteration 17Q: 3 clusters Score -1016276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1016316.437500 Penalty: 4624.407227
	Iteration 18Q: 3 clusters Score -1016316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1016354.875000 Penalty: 4624.407227
	Iteration 19Q: 3 clusters Score -1016355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1016385.687500 Penalty: 4624.407227
	Iteration 20F: 3 clusters Score -1016386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1016430.250000 Penalty: 4624.407227
	Iteration 21Q: 3 clusters Score -1016430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1016465.250000 Penalty: 4624.407227
	Iteration 22Q: 3 clusters Score -1016465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1016493.187500 Penalty: 4624.407227
	Iteration 23Q: 3 clusters Score -1016493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1016513.437500 Penalty: 4624.407227
	Iteration 24Q: 3 clusters Score -1016513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1016536.375000 Penalty: 4624.407227
	Iteration 25Q: 3 clusters Score -1016536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1016556.937500 Penalty: 4624.407227
	Iteration 26Q: 3 clusters Score -1016557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1016580.187500 Penalty: 4624.407227
	Iteration 27Q: 3 clusters Score -1016580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1016596.375000 Penalty: 4624.407227
	Iteration 28Q: 3 clusters Score -1016596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1016614.125000 Penalty: 4624.407227
	Iteration 29Q: 3 clusters Score -1016614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1016625.875000 Penalty: 4624.407227
	Iteration 30Q: 3 clusters Score -1016626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1016642.062500 Penalty: 4624.407227
	Iteration 31Q: 3 clusters Score -1016642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1016659.437500 Penalty: 4624.407227
	Iteration 32Q: 3 clusters Score -1016659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1016669.812500 Penalty: 4624.407227
	Iteration 33Q: 3 clusters Score -1016670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1016681.750000 Penalty: 4624.407227
	Iteration 34Q: 3 clusters Score -1016682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1016695.500000 Penalty: 4624.407227
	Iteration 35Q: 3 clusters Score -1016696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1016701.875000 Penalty: 4624.407227
	Iteration 36Q: 3 clusters Score -1016702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1016706.750000 Penalty: 4624.407227
	Iteration 37Q: 3 clusters Score -1016707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1016723.750000 Penalty: 4624.407227
	Iteration 38Q: 3 clusters Score -1016724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1016734.812500 Penalty: 4624.407227
	Iteration 39Q: 3 clusters Score -1016735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1016748.562500 Penalty: 4624.407227
	Iteration 40F: 3 clusters Score -1016749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1016762.812500 Penalty: 4624.407227
	Iteration 41Q: 3 clusters Score -1016763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1016777.750000 Penalty: 4624.407227
	Iteration 42Q: 3 clusters Score -1016778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1016791.500000 Penalty: 4624.407227
	Iteration 43Q: 3 clusters Score -1016792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1016804.125000 Penalty: 4624.407227
	Iteration 44Q: 3 clusters Score -1016804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1016812.125000 Penalty: 4624.407227
	Iteration 45Q: 3 clusters Score -1016812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1016819.875000 Penalty: 4624.407227
	Iteration 46Q: 3 clusters Score -1016820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1016832.062500 Penalty: 4624.407227
	Iteration 47Q: 3 clusters Score -1016832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1016839.687500 Penalty: 4624.407227
	Iteration 48Q: 3 clusters Score -1016840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1016857.312500 Penalty: 4624.407227
	Iteration 49Q: 3 clusters Score -1016857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1016862.125000 Penalty: 4624.407227
	Iteration 50Q: 3 clusters Score -1016862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1016867.312500 Penalty: 4624.407227
	Iteration 51Q: 3 clusters Score -1016867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1016873.812500 Penalty: 4624.407227
	Iteration 52Q: 3 clusters Score -1016874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1016878.437500 Penalty: 4624.407227
	Iteration 53Q: 3 clusters Score -1016878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1016885.187500 Penalty: 4624.407227
	Iteration 54Q: 3 clusters Score -1016885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1016891.250000 Penalty: 4624.407227
	Iteration 55Q: 3 clusters Score -1016891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1016895.875000 Penalty: 4624.407227
	Iteration 56Q: 3 clusters Score -1016896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1016899.750000 Penalty: 4624.407227
	Iteration 57Q: 3 clusters Score -1016900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1016902.625000 Penalty: 4624.407227
	Iteration 58Q: 3 clusters Score -1016903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1016904.500000 Penalty: 4624.407227
	Iteration 59Q: 3 clusters Score -1016904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1016906.500000 Penalty: 4624.407227
	Iteration 60F: 3 clusters Score -1016906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1016906.687500 Penalty: 4624.407227
	Iteration 61Q: 3 clusters Score -1016907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1016909.437500 Penalty: 4624.407227
	Iteration 62Q: 3 clusters Score -1016909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1016909.812500 Penalty: 4624.407227
	Iteration 63Q: 3 clusters Score -1016910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1016909.812500 Penalty: 4624.407227
	Iteration 64F: 3 clusters Score -1016910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1007103.625000 Penalty: 2282.022461
	Iteration 0F: 2 clusters Score -1007104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -999520.062500 Penalty: 4564.044922
	Iteration 0F: 3 clusters Score -999520.1 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1001756.937500 Penalty: 4564.044922
	Iteration 1F: 3 clusters Score -1001757 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1002168.937500 Penalty: 4564.044922
	Iteration 2F: 3 clusters Score -1002169 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1002607.750000 Penalty: 4564.044922
	Iteration 3F: 3 clusters Score -1002608 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1003165.375000 Penalty: 4564.044922
	Iteration 4F: 3 clusters Score -1003165 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1003736.625000 Penalty: 4564.044922
	Iteration 5F: 3 clusters Score -1003737 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1004235.437500 Penalty: 4564.044922
	Iteration 6F: 3 clusters Score -1004235 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1004608.687500 Penalty: 4564.044922
	Iteration 7F: 3 clusters Score -1004609 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1004851.937500 Penalty: 4564.044922
	Iteration 8Q: 3 clusters Score -1004852 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1004989.937500 Penalty: 4564.044922
	Iteration 9Q: 3 clusters Score -1004990 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1005080.062500 Penalty: 4564.044922
	Iteration 10Q: 3 clusters Score -1005080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1005147.187500 Penalty: 4564.044922
	Iteration 11Q: 3 clusters Score -1005147 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1005185.562500 Penalty: 4564.044922
	Iteration 12Q: 3 clusters Score -1005186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1005215.812500 Penalty: 4564.044922
	Iteration 13Q: 3 clusters Score -1005216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1005237.062500 Penalty: 4564.044922
	Iteration 14Q: 3 clusters Score -1005237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1005252.875000 Penalty: 4564.044922
	Iteration 15Q: 3 clusters Score -1005253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1005262.875000 Penalty: 4564.044922
	Iteration 16Q: 3 clusters Score -1005263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1005273.250000 Penalty: 4564.044922
	Iteration 17Q: 3 clusters Score -1005273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1005281.625000 Penalty: 4564.044922
	Iteration 18Q: 3 clusters Score -1005282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1005294.000000 Penalty: 4564.044922
	Iteration 19Q: 3 clusters Score -1005294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1005298.375000 Penalty: 4564.044922
	Iteration 20F: 3 clusters Score -1005298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1005302.750000 Penalty: 4564.044922
	Iteration 21Q: 3 clusters Score -1005303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1005306.437500 Penalty: 4564.044922
	Iteration 22Q: 3 clusters Score -1005306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1005312.375000 Penalty: 4564.044922
	Iteration 23Q: 3 clusters Score -1005312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1005314.562500 Penalty: 4564.044922
	Iteration 24Q: 3 clusters Score -1005315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1005319.187500 Penalty: 4564.044922
	Iteration 25Q: 3 clusters Score -1005319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1005323.125000 Penalty: 4564.044922
	Iteration 26Q: 3 clusters Score -1005323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1005326.562500 Penalty: 4564.044922
	Iteration 27Q: 3 clusters Score -1005327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1005327.187500 Penalty: 4564.044922
	Iteration 28Q: 3 clusters Score -1005327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1005329.312500 Penalty: 4564.044922
	Iteration 29Q: 3 clusters Score -1005329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1005331.812500 Penalty: 4564.044922
	Iteration 30Q: 3 clusters Score -1005332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1005334.750000 Penalty: 4564.044922
	Iteration 31Q: 3 clusters Score -1005335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1005334.187500 Penalty: 4564.044922
	Iteration 32Q: 3 clusters Score -1005334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1005335.875000 Penalty: 4564.044922
	Iteration 33Q: 3 clusters Score -1005336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1005337.187500 Penalty: 4564.044922
	Iteration 34Q: 3 clusters Score -1005337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1005338.312500 Penalty: 4564.044922
	Iteration 35Q: 3 clusters Score -1005338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1005337.000000 Penalty: 4564.044922
	Iteration 36Q: 3 clusters Score -1005337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1005338.125000 Penalty: 4564.044922
	Iteration 37Q: 3 clusters Score -1005338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1005338.125000 Penalty: 4564.044922
	Iteration 38F: 3 clusters Score -1005338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Entering Unmasked Estep 
Score: -1744065.750000 Penalty: 2425.935547
	Iteration 0F: 2 clusters Score -1744066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1731526.875000 Penalty: 4851.871094
	Iteration 0F: 3 clusters Score -1731527 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1735631.625000 Penalty: 4851.871094
	Iteration 1F: 3 clusters Score -1735632 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1736026.000000 Penalty: 4851.871094
	Iteration 2F: 3 clusters Score -1736026 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1736395.750000 Penalty: 4851.871094
	Iteration 3Q: 3 clusters Score -1736396 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1736758.125000 Penalty: 4851.871094
	Iteration 4Q: 3 clusters Score -1736758 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1737123.750000 Penalty: 4851.871094
	Iteration 5Q: 3 clusters Score -1737124 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1737520.000000 Penalty: 4851.871094
	Iteration 6Q: 3 clusters Score -1737520 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1737958.500000 Penalty: 4851.871094
	Iteration 7Q: 3 clusters Score -1737958 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1738419.125000 Penalty: 4851.871094
	Iteration 8Q: 3 clusters Score -1738419 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1738905.625000 Penalty: 4851.871094
	Iteration 9Q: 3 clusters Score -1738906 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1739422.875000 Penalty: 4851.871094
	Iteration 10Q: 3 clusters Score -1739423 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1739886.750000 Penalty: 4851.871094
	Iteration 11Q: 3 clusters Score -1739887 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1740349.625000 Penalty: 4851.871094
	Iteration 12Q: 3 clusters Score -1740350 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1740717.875000 Penalty: 4851.871094
	Iteration 13Q: 3 clusters Score -1740718 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1741014.625000 Penalty: 4851.871094
	Iteration 14Q: 3 clusters Score -1741015 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1741262.500000 Penalty: 4851.871094
	Iteration 15Q: 3 clusters Score -1741262 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1741438.875000 Penalty: 4851.871094
	Iteration 16Q: 3 clusters Score -1741439 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1741565.750000 Penalty: 4851.871094
	Iteration 17Q: 3 clusters Score -1741566 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1741676.250000 Penalty: 4851.871094
	Iteration 18Q: 3 clusters Score -1741676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1741758.000000 Penalty: 4851.871094
	Iteration 19Q: 3 clusters Score -1741758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1741803.375000 Penalty: 4851.871094
	Iteration 20F: 3 clusters Score -1741803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1741846.250000 Penalty: 4851.871094
	Iteration 21Q: 3 clusters Score -1741846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1741889.500000 Penalty: 4851.871094
	Iteration 22Q: 3 clusters Score -1741890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1741920.375000 Penalty: 4851.871094
	Iteration 23Q: 3 clusters Score -1741920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1741950.625000 Penalty: 4851.871094
	Iteration 24Q: 3 clusters Score -1741951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1741972.750000 Penalty: 4851.871094
	Iteration 25Q: 3 clusters Score -1741973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1741981.250000 Penalty: 4851.871094
	Iteration 26Q: 3 clusters Score -1741981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1741995.500000 Penalty: 4851.871094
	Iteration 27Q: 3 clusters Score -1741996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1741997.000000 Penalty: 4851.871094
	Iteration 28Q: 3 clusters Score -1741997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1741999.000000 Penalty: 4851.871094
	Iteration 29Q: 3 clusters Score -1741999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1742005.125000 Penalty: 4851.871094
	Iteration 30Q: 3 clusters Score -1742005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1742008.125000 Penalty: 4851.871094
	Iteration 31Q: 3 clusters Score -1742008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1742011.250000 Penalty: 4851.871094
	Iteration 32Q: 3 clusters Score -1742011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1742015.500000 Penalty: 4851.871094
	Iteration 33Q: 3 clusters Score -1742016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1742014.875000 Penalty: 4851.871094
	Iteration 34Q: 3 clusters Score -1742015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1742016.250000 Penalty: 4851.871094
	Iteration 35Q: 3 clusters Score -1742016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1742017.625000 Penalty: 4851.871094
	Iteration 36Q: 3 clusters Score -1742018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1742022.250000 Penalty: 4851.871094
	Iteration 37Q: 3 clusters Score -1742022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1742022.250000 Penalty: 4851.871094
	Iteration 38Q: 3 clusters Score -1742022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1742024.125000 Penalty: 4851.871094
	Iteration 39Q: 3 clusters Score -1742024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1742031.875000 Penalty: 4851.871094
	Iteration 40F: 3 clusters Score -1742032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1742029.500000 Penalty: 4851.871094
	Iteration 41Q: 3 clusters Score -1742030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1742029.500000 Penalty: 4851.871094
	Iteration 42F: 3 clusters Score -1742030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -617341.437500 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -617341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -612085.062500 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -612085.1 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -613401.812500 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -613401.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -613630.375000 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -613630.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -613768.500000 Penalty: 4327.045410
	Iteration 3F: 3 clusters Score -613768.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -613856.375000 Penalty: 4327.045410
	Iteration 4Q: 3 clusters Score -613856.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -613924.062500 Penalty: 4327.045410
	Iteration 5Q: 3 clusters Score -613924.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -613983.625000 Penalty: 4327.045410
	Iteration 6Q: 3 clusters Score -613983.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -614028.687500 Penalty: 4327.045410
	Iteration 7Q: 3 clusters Score -614028.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -614066.500000 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -614066.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -614105.000000 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -614105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -614137.562500 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -614137.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -614170.500000 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -614170.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -614204.437500 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -614204.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -614250.062500 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -614250.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -614296.812500 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -614296.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -614360.875000 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -614360.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -614422.812500 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -614422.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -614485.625000 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -614485.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -614559.250000 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -614559.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -614646.625000 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -614646.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -614757.562500 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -614757.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -614867.437500 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -614867.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -614957.812500 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -614957.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -615036.875000 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -615036.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -615104.937500 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -615104.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -615161.125000 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -615161.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -615209.062500 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -615209.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -615244.562500 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -615244.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -615273.062500 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -615273.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -615292.000000 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -615292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -615308.187500 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -615308.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -615325.812500 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -615325.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -615343.062500 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -615343.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -615357.750000 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -615357.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -615367.687500 Penalty: 4327.045410
	Iteration 34Q: 3 clusters Score -615367.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -615380.937500 Penalty: 4327.045410
	Iteration 35Q: 3 clusters Score -615380.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -615389.375000 Penalty: 4327.045410
	Iteration 36Q: 3 clusters Score -615389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -615391.875000 Penalty: 4327.045410
	Iteration 37Q: 3 clusters Score -615391.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -615401.125000 Penalty: 4327.045410
	Iteration 38Q: 3 clusters Score -615401.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -615409.000000 Penalty: 4327.045410
	Iteration 39Q: 3 clusters Score -615409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -615415.437500 Penalty: 4327.045410
	Iteration 40F: 3 clusters Score -615415.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -615419.375000 Penalty: 4327.045410
	Iteration 41Q: 3 clusters Score -615419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -615424.250000 Penalty: 4327.045410
	Iteration 42Q: 3 clusters Score -615424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -615425.875000 Penalty: 4327.045410
	Iteration 43Q: 3 clusters Score -615425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -615428.500000 Penalty: 4327.045410
	Iteration 44Q: 3 clusters Score -615428.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -615429.562500 Penalty: 4327.045410
	Iteration 45Q: 3 clusters Score -615429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -615430.437500 Penalty: 4327.045410
	Iteration 46Q: 3 clusters Score -615430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -615433.312500 Penalty: 4327.045410
	Iteration 47Q: 3 clusters Score -615433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -615432.875000 Penalty: 4327.045410
	Iteration 48Q: 3 clusters Score -615432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -615434.312500 Penalty: 4327.045410
	Iteration 49Q: 3 clusters Score -615434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -615438.375000 Penalty: 4327.045410
	Iteration 50Q: 3 clusters Score -615438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -615441.625000 Penalty: 4327.045410
	Iteration 51Q: 3 clusters Score -615441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -615445.437500 Penalty: 4327.045410
	Iteration 52Q: 3 clusters Score -615445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -615447.125000 Penalty: 4327.045410
	Iteration 53Q: 3 clusters Score -615447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -615449.000000 Penalty: 4327.045410
	Iteration 54Q: 3 clusters Score -615449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -615451.375000 Penalty: 4327.045410
	Iteration 55Q: 3 clusters Score -615451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -615452.250000 Penalty: 4327.045410
	Iteration 56Q: 3 clusters Score -615452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -615451.500000 Penalty: 4327.045410
	Iteration 57Q: 3 clusters Score -615451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -615453.562500 Penalty: 4327.045410
	Iteration 58Q: 3 clusters Score -615453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -615453.000000 Penalty: 4327.045410
	Iteration 59Q: 3 clusters Score -615453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -615453.125000 Penalty: 4327.045410
	Iteration 60F: 3 clusters Score -615453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -615454.625000 Penalty: 4327.045410
	Iteration 61Q: 3 clusters Score -615454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -615455.625000 Penalty: 4327.045410
	Iteration 62Q: 3 clusters Score -615455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -615457.562500 Penalty: 4327.045410
	Iteration 63Q: 3 clusters Score -615457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -615459.125000 Penalty: 4327.045410
	Iteration 64Q: 3 clusters Score -615459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -615459.562500 Penalty: 4327.045410
	Iteration 65Q: 3 clusters Score -615459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -615461.375000 Penalty: 4327.045410
	Iteration 66Q: 3 clusters Score -615461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -615462.125000 Penalty: 4327.045410
	Iteration 67Q: 3 clusters Score -615462.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -615464.250000 Penalty: 4327.045410
	Iteration 68Q: 3 clusters Score -615464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -615464.000000 Penalty: 4327.045410
	Iteration 69Q: 3 clusters Score -615464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -615465.062500 Penalty: 4327.045410
	Iteration 70Q: 3 clusters Score -615465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -615465.375000 Penalty: 4327.045410
	Iteration 71Q: 3 clusters Score -615465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -615465.375000 Penalty: 4327.045410
	Iteration 72F: 3 clusters Score -615465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Entering Unmasked Estep 
Score: -6018421.000000 Penalty: 2727.373291
	Iteration 0F: 2 clusters Score -6018421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5978351.000000 Penalty: 5454.746582
	Iteration 0F: 3 clusters Score -5978351 nChanged 27733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -5993831.000000 Penalty: 5454.746582
	Iteration 1F: 3 clusters Score -5993831 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -5994579.000000 Penalty: 5454.746582
	Iteration 2Q: 3 clusters Score -5994579 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -5995526.500000 Penalty: 5454.746582
	Iteration 3Q: 3 clusters Score -5995526 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -5996923.000000 Penalty: 5454.746582
	Iteration 4Q: 3 clusters Score -5996923 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -5999007.000000 Penalty: 5454.746582
	Iteration 5F: 3 clusters Score -5999007 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -6001884.000000 Penalty: 5454.746582
	Iteration 6F: 3 clusters Score -6001884 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -6004831.000000 Penalty: 5454.746582
	Iteration 7F: 3 clusters Score -6004831 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -6007685.500000 Penalty: 5454.746582
	Iteration 8F: 3 clusters Score -6007686 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -6010048.000000 Penalty: 5454.746582
	Iteration 9F: 3 clusters Score -6010048 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6012025.000000 Penalty: 5454.746582
	Iteration 10Q: 3 clusters Score -6012025 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -6013595.500000 Penalty: 5454.746582
	Iteration 11Q: 3 clusters Score -6013596 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -6014650.000000 Penalty: 5454.746582
	Iteration 12Q: 3 clusters Score -6014650 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -6015286.500000 Penalty: 5454.746582
	Iteration 13Q: 3 clusters Score -6015286 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -6015604.000000 Penalty: 5454.746582
	Iteration 14Q: 3 clusters Score -6015604 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -6015772.000000 Penalty: 5454.746582
	Iteration 15Q: 3 clusters Score -6015772 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -6015892.500000 Penalty: 5454.746582
	Iteration 16Q: 3 clusters Score -6015892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -6015977.000000 Penalty: 5454.746582
	Iteration 17Q: 3 clusters Score -6015977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -6016027.500000 Penalty: 5454.746582
	Iteration 18Q: 3 clusters Score -6016028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -6016087.500000 Penalty: 5454.746582
	Iteration 19Q: 3 clusters Score -6016088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -6016106.000000 Penalty: 5454.746582
	Iteration 20F: 3 clusters Score -6016106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -6016113.000000 Penalty: 5454.746582
	Iteration 21Q: 3 clusters Score -6016113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -6016130.000000 Penalty: 5454.746582
	Iteration 22Q: 3 clusters Score -6016130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -6016154.000000 Penalty: 5454.746582
	Iteration 23Q: 3 clusters Score -6016154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -6016158.500000 Penalty: 5454.746582
	Iteration 24Q: 3 clusters Score -6016158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -6016169.000000 Penalty: 5454.746582
	Iteration 25Q: 3 clusters Score -6016169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -6016170.000000 Penalty: 5454.746582
	Iteration 26Q: 3 clusters Score -6016170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -6016176.000000 Penalty: 5454.746582
	Iteration 27Q: 3 clusters Score -6016176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -6016177.000000 Penalty: 5454.746582
	Iteration 28Q: 3 clusters Score -6016177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -6016186.000000 Penalty: 5454.746582
	Iteration 29Q: 3 clusters Score -6016186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -6016187.000000 Penalty: 5454.746582
	Iteration 30Q: 3 clusters Score -6016187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -6016188.500000 Penalty: 5454.746582
	Iteration 31Q: 3 clusters Score -6016188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -6016192.000000 Penalty: 5454.746582
	Iteration 32Q: 3 clusters Score -6016192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -6016192.000000 Penalty: 5454.746582
	Iteration 33F: 3 clusters Score -6016192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Entering Unmasked Estep 
Score: -4410468.000000 Penalty: 2658.237061
	Iteration 0F: 2 clusters Score -4410468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4379963.500000 Penalty: 5316.474121
	Iteration 0F: 3 clusters Score -4379964 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4391461.500000 Penalty: 5316.474121
	Iteration 1F: 3 clusters Score -4391462 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4392510.500000 Penalty: 5316.474121
	Iteration 2F: 3 clusters Score -4392510 nChanged 2619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4394056 nChanged 3182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4396393.500000 Penalty: 5316.474121
	Iteration 4F: 3 clusters Score -4396394 nChanged 3470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4399098 nChanged 3458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4401662 nChanged 2971
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4403579 nChanged 2361
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Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4404989 nChanged 1813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4405975 nChanged 1408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4406768 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4407367.000000 Penalty: 5316.474121
	Iteration 11Q: 3 clusters Score -4407367 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4407770 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4408059.500000 Penalty: 5316.474121
	Iteration 13Q: 3 clusters Score -4408060 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4408270.500000 Penalty: 5316.474121
	Iteration 14Q: 3 clusters Score -4408270 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4408491.000000 Penalty: 5316.474121
	Iteration 15Q: 3 clusters Score -4408491 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4408661.500000 Penalty: 5316.474121
	Iteration 16Q: 3 clusters Score -4408662 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4408795.000000 Penalty: 5316.474121
	Iteration 17Q: 3 clusters Score -4408795 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4408900.000000 Penalty: 5316.474121
	Iteration 18Q: 3 clusters Score -4408900 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4409058.000000 Penalty: 5316.474121
	Iteration 19Q: 3 clusters Score -4409058 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4409212.500000 Penalty: 5316.474121
	Iteration 20F: 3 clusters Score -4409212 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4409309.500000 Penalty: 5316.474121
	Iteration 21Q: 3 clusters Score -4409310 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4409429.000000 Penalty: 5316.474121
	Iteration 22Q: 3 clusters Score -4409429 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4409495.000000 Penalty: 5316.474121
	Iteration 23Q: 3 clusters Score -4409495 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4409581.500000 Penalty: 5316.474121
	Iteration 24Q: 3 clusters Score -4409582 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4409678.000000 Penalty: 5316.474121
	Iteration 25Q: 3 clusters Score -4409678 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4409747.000000 Penalty: 5316.474121
	Iteration 26Q: 3 clusters Score -4409747 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4409819.500000 Penalty: 5316.474121
	Iteration 27Q: 3 clusters Score -4409820 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4409871.500000 Penalty: 5316.474121
	Iteration 28Q: 3 clusters Score -4409872 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4409913.500000 Penalty: 5316.474121
	Iteration 29Q: 3 clusters Score -4409914 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4409985.500000 Penalty: 5316.474121
	Iteration 30Q: 3 clusters Score -4409986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -4410045.500000 Penalty: 5316.474121
	Iteration 31Q: 3 clusters Score -4410046 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4410111.000000 Penalty: 5316.474121
	Iteration 32Q: 3 clusters Score -4410111 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -4410141.000000 Penalty: 5316.474121
	Iteration 33Q: 3 clusters Score -4410141 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -4410191.500000 Penalty: 5316.474121
	Iteration 34Q: 3 clusters Score -4410192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4410217.500000 Penalty: 5316.474121
	Iteration 35Q: 3 clusters Score -4410218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -4410250.500000 Penalty: 5316.474121
	Iteration 36Q: 3 clusters Score -4410250 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4410259.000000 Penalty: 5316.474121
	Iteration 37Q: 3 clusters Score -4410259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4410255.000000 Penalty: 5316.474121
	Iteration 38Q: 3 clusters Score -4410255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -4410261.500000 Penalty: 5316.474121
	Iteration 39Q: 3 clusters Score -4410262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4410281.500000 Penalty: 5316.474121
	Iteration 40F: 3 clusters Score -4410282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4410306.000000 Penalty: 5316.474121
	Iteration 41Q: 3 clusters Score -4410306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4410315.000000 Penalty: 5316.474121
	Iteration 42Q: 3 clusters Score -4410315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -4410323.500000 Penalty: 5316.474121
	Iteration 43Q: 3 clusters Score -4410324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4410338.000000 Penalty: 5316.474121
	Iteration 44Q: 3 clusters Score -4410338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -4410337.500000 Penalty: 5316.474121
	Iteration 45Q: 3 clusters Score -4410338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4410338.000000 Penalty: 5316.474121
	Iteration 46Q: 3 clusters Score -4410338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -4410356.000000 Penalty: 5316.474121
	Iteration 47Q: 3 clusters Score -4410356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4410371.000000 Penalty: 5316.474121
	Iteration 48Q: 3 clusters Score -4410371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -4410368.500000 Penalty: 5316.474121
	Iteration 49Q: 3 clusters Score -4410368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -4410371.500000 Penalty: 5316.474121
	Iteration 50Q: 3 clusters Score -4410372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4410367.000000 Penalty: 5316.474121
	Iteration 51Q: 3 clusters Score -4410367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4410366.500000 Penalty: 5316.474121
	Iteration 52Q: 3 clusters Score -4410366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -4410382.000000 Penalty: 5316.474121
	Iteration 53Q: 3 clusters Score -4410382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4410382.000000 Penalty: 5316.474121
	Iteration 54Q: 3 clusters Score -4410382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4410385.000000 Penalty: 5316.474121
	Iteration 55Q: 3 clusters Score -4410385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -4410384.500000 Penalty: 5316.474121
	Iteration 56Q: 3 clusters Score -4410384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4410377.500000 Penalty: 5316.474121
	Iteration 57Q: 3 clusters Score -4410378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4410385.500000 Penalty: 5316.474121
	Iteration 58Q: 3 clusters Score -4410386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -4410394.500000 Penalty: 5316.474121
	Iteration 59Q: 3 clusters Score -4410394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4410390.500000 Penalty: 5316.474121
	Iteration 60F: 3 clusters Score -4410390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -4410392.500000 Penalty: 5316.474121
	Iteration 61Q: 3 clusters Score -4410392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -4410392.000000 Penalty: 5316.474121
	Iteration 62Q: 3 clusters Score -4410392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4410402.000000 Penalty: 5316.474121
	Iteration 63Q: 3 clusters Score -4410402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4410404.500000 Penalty: 5316.474121
	Iteration 64Q: 3 clusters Score -4410404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4410409.000000 Penalty: 5316.474121
	Iteration 65Q: 3 clusters Score -4410409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4410419.000000 Penalty: 5316.474121
	Iteration 66Q: 3 clusters Score -4410419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4410410.500000 Penalty: 5316.474121
	Iteration 67Q: 3 clusters Score -4410410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4410409.000000 Penalty: 5316.474121
	Iteration 68Q: 3 clusters Score -4410409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4410412.000000 Penalty: 5316.474121
	Iteration 69Q: 3 clusters Score -4410412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4410415.500000 Penalty: 5316.474121
	Iteration 70Q: 3 clusters Score -4410416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4410420.500000 Penalty: 5316.474121
	Iteration 71Q: 3 clusters Score -4410420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -4410413.500000 Penalty: 5316.474121
	Iteration 72Q: 3 clusters Score -4410414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -4410424.000000 Penalty: 5316.474121
	Iteration 73Q: 3 clusters Score -4410424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4410427.500000 Penalty: 5316.474121
	Iteration 74Q: 3 clusters Score -4410428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4410427.500000 Penalty: 5316.474121
	Iteration 75Q: 3 clusters Score -4410428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4410430.500000 Penalty: 5316.474121
	Iteration 76Q: 3 clusters Score -4410430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -4410430.500000 Penalty: 5316.474121
	Iteration 77Q: 3 clusters Score -4410430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4410428.500000 Penalty: 5316.474121
	Iteration 78Q: 3 clusters Score -4410428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4410435.000000 Penalty: 5316.474121
	Iteration 79Q: 3 clusters Score -4410435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4410425.000000 Penalty: 5316.474121
	Iteration 80F: 3 clusters Score -4410425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4410423.000000 Penalty: 5316.474121
	Iteration 81Q: 3 clusters Score -4410423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4410426.500000 Penalty: 5316.474121
	Iteration 82Q: 3 clusters Score -4410426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4410421.000000 Penalty: 5316.474121
	Iteration 83Q: 3 clusters Score -4410421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4410421.500000 Penalty: 5316.474121
	Iteration 84Q: 3 clusters Score -4410422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4410423.000000 Penalty: 5316.474121
	Iteration 85Q: 3 clusters Score -4410423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4410423.000000 Penalty: 5316.474121
	Iteration 86F: 3 clusters Score -4410423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Entering Unmasked Estep 
Score: -3231366.750000 Penalty: 2574.055664
	Iteration 0F: 2 clusters Score -3231367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3209357.750000 Penalty: 5148.111328
	Iteration 0F: 3 clusters Score -3209358 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3217278.750000 Penalty: 5148.111328
	Iteration 1F: 3 clusters Score -3217279 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3217756.250000 Penalty: 5148.111328
	Iteration 2Q: 3 clusters Score -3217756 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3218183.000000 Penalty: 5148.111328
	Iteration 3Q: 3 clusters Score -3218183 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3218552.750000 Penalty: 5148.111328
	Iteration 4Q: 3 clusters Score -3218553 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3218908.500000 Penalty: 5148.111328
	Iteration 5Q: 3 clusters Score -3218908 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3219278.000000 Penalty: 5148.111328
	Iteration 6Q: 3 clusters Score -3219278 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3219703.000000 Penalty: 5148.111328
	Iteration 7Q: 3 clusters Score -3219703 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3220258.250000 Penalty: 5148.111328
	Iteration 8Q: 3 clusters Score -3220258 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3221008.250000 Penalty: 5148.111328
	Iteration 9Q: 3 clusters Score -3221008 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3222101.750000 Penalty: 5148.111328
	Iteration 10F: 3 clusters Score -3222102 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3223502.000000 Penalty: 5148.111328
	Iteration 11F: 3 clusters Score -3223502 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3225155.000000 Penalty: 5148.111328
	Iteration 12F: 3 clusters Score -3225155 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3226686.000000 Penalty: 5148.111328
	Iteration 13F: 3 clusters Score -3226686 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3227757.000000 Penalty: 5148.111328
	Iteration 14Q: 3 clusters Score -3227757 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3228324.500000 Penalty: 5148.111328
	Iteration 15Q: 3 clusters Score -3228324 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3228655.500000 Penalty: 5148.111328
	Iteration 16Q: 3 clusters Score -3228656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3228809.500000 Penalty: 5148.111328
	Iteration 17Q: 3 clusters Score -3228810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3228913.250000 Penalty: 5148.111328
	Iteration 18Q: 3 clusters Score -3228913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3228968.000000 Penalty: 5148.111328
	Iteration 19Q: 3 clusters Score -3228968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3229001.000000 Penalty: 5148.111328
	Iteration 20F: 3 clusters Score -3229001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3229026.500000 Penalty: 5148.111328
	Iteration 21Q: 3 clusters Score -3229026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3229050.000000 Penalty: 5148.111328
	Iteration 22Q: 3 clusters Score -3229050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3229077.000000 Penalty: 5148.111328
	Iteration 23Q: 3 clusters Score -3229077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3229094.250000 Penalty: 5148.111328
	Iteration 24Q: 3 clusters Score -3229094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3229107.250000 Penalty: 5148.111328
	Iteration 25Q: 3 clusters Score -3229107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3229113.750000 Penalty: 5148.111328
	Iteration 26Q: 3 clusters Score -3229114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3229123.250000 Penalty: 5148.111328
	Iteration 27Q: 3 clusters Score -3229123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3229121.500000 Penalty: 5148.111328
	Iteration 28Q: 3 clusters Score -3229122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3229122.750000 Penalty: 5148.111328
	Iteration 29Q: 3 clusters Score -3229123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3229128.750000 Penalty: 5148.111328
	Iteration 30Q: 3 clusters Score -3229129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3229128.750000 Penalty: 5148.111328
	Iteration 31Q: 3 clusters Score -3229129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3229131.000000 Penalty: 5148.111328
	Iteration 32Q: 3 clusters Score -3229131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3229130.500000 Penalty: 5148.111328
	Iteration 33Q: 3 clusters Score -3229130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3229134.500000 Penalty: 5148.111328
	Iteration 34Q: 3 clusters Score -3229134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3229138.000000 Penalty: 5148.111328
	Iteration 35Q: 3 clusters Score -3229138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3229141.250000 Penalty: 5148.111328
	Iteration 36Q: 3 clusters Score -3229141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3229141.250000 Penalty: 5148.111328
	Iteration 37F: 3 clusters Score -3229141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Entering Unmasked Estep 
Score: -2759650.500000 Penalty: 2534.996338
	Iteration 0F: 2 clusters Score -2759650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2740565.750000 Penalty: 5069.992676
	Iteration 0F: 3 clusters Score -2740566 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2747195.250000 Penalty: 5069.992676
	Iteration 1F: 3 clusters Score -2747195 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2747658.500000 Penalty: 5069.992676
	Iteration 2Q: 3 clusters Score -2747658 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2748120.750000 Penalty: 5069.992676
	Iteration 3Q: 3 clusters Score -2748121 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2748523.250000 Penalty: 5069.992676
	Iteration 4Q: 3 clusters Score -2748523 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2748923.500000 Penalty: 5069.992676
	Iteration 5Q: 3 clusters Score -2748924 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2749404.500000 Penalty: 5069.992676
	Iteration 6Q: 3 clusters Score -2749404 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2749888.500000 Penalty: 5069.992676
	Iteration 7Q: 3 clusters Score -2749888 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2750370.250000 Penalty: 5069.992676
	Iteration 8Q: 3 clusters Score -2750370 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2750898.250000 Penalty: 5069.992676
	Iteration 9Q: 3 clusters Score -2750898 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2751480.500000 Penalty: 5069.992676
	Iteration 10Q: 3 clusters Score -2751480 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2752034.750000 Penalty: 5069.992676
	Iteration 11Q: 3 clusters Score -2752035 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2752597.000000 Penalty: 5069.992676
	Iteration 12Q: 3 clusters Score -2752597 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2753086.250000 Penalty: 5069.992676
	Iteration 13Q: 3 clusters Score -2753086 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2753498.250000 Penalty: 5069.992676
	Iteration 14Q: 3 clusters Score -2753498 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2753938.000000 Penalty: 5069.992676
	Iteration 15Q: 3 clusters Score -2753938 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2754377.750000 Penalty: 5069.992676
	Iteration 16Q: 3 clusters Score -2754378 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2754830.750000 Penalty: 5069.992676
	Iteration 17Q: 3 clusters Score -2754831 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2755305.750000 Penalty: 5069.992676
	Iteration 18Q: 3 clusters Score -2755306 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2755756.500000 Penalty: 5069.992676
	Iteration 19Q: 3 clusters Score -2755756 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2756207.750000 Penalty: 5069.992676
	Iteration 20F: 3 clusters Score -2756208 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2756619.500000 Penalty: 5069.992676
	Iteration 21Q: 3 clusters Score -2756620 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2756971.500000 Penalty: 5069.992676
	Iteration 22Q: 3 clusters Score -2756972 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2757270.000000 Penalty: 5069.992676
	Iteration 23Q: 3 clusters Score -2757270 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2757531.250000 Penalty: 5069.992676
	Iteration 24Q: 3 clusters Score -2757531 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2757723.750000 Penalty: 5069.992676
	Iteration 25Q: 3 clusters Score -2757724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -2757866.000000 Penalty: 5069.992676
	Iteration 26Q: 3 clusters Score -2757866 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2757975.750000 Penalty: 5069.992676
	Iteration 27Q: 3 clusters Score -2757976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2758062.250000 Penalty: 5069.992676
	Iteration 28Q: 3 clusters Score -2758062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2758128.000000 Penalty: 5069.992676
	Iteration 29Q: 3 clusters Score -2758128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2758155.750000 Penalty: 5069.992676
	Iteration 30Q: 3 clusters Score -2758156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2758174.750000 Penalty: 5069.992676
	Iteration 31Q: 3 clusters Score -2758175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -2758202.500000 Penalty: 5069.992676
	Iteration 32Q: 3 clusters Score -2758202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2758216.250000 Penalty: 5069.992676
	Iteration 33Q: 3 clusters Score -2758216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2758233.750000 Penalty: 5069.992676
	Iteration 34Q: 3 clusters Score -2758234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2758237.750000 Penalty: 5069.992676
	Iteration 35Q: 3 clusters Score -2758238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -2758246.500000 Penalty: 5069.992676
	Iteration 36Q: 3 clusters Score -2758246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2758249.250000 Penalty: 5069.992676
	Iteration 37Q: 3 clusters Score -2758249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2758255.250000 Penalty: 5069.992676
	Iteration 38Q: 3 clusters Score -2758255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2758260.000000 Penalty: 5069.992676
	Iteration 39Q: 3 clusters Score -2758260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -2758266.500000 Penalty: 5069.992676
	Iteration 40F: 3 clusters Score -2758266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2758272.500000 Penalty: 5069.992676
	Iteration 41Q: 3 clusters Score -2758272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2758272.000000 Penalty: 5069.992676
	Iteration 42Q: 3 clusters Score -2758272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2758276.250000 Penalty: 5069.992676
	Iteration 43Q: 3 clusters Score -2758276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2758276.250000 Penalty: 5069.992676
	Iteration 44F: 3 clusters Score -2758276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -646301.625000 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -646301.6 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 3212 members 
Entering Unmasked Estep 
Score: -640873.812500 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -640873.8 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -642233.187500 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -642233.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -642496.750000 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -642496.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -642681.750000 Penalty: 4344.951172
	Iteration 3F: 3 clusters Score -642681.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -642834.812500 Penalty: 4344.951172
	Iteration 4Q: 3 clusters Score -642834.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -642953.062500 Penalty: 4344.951172
	Iteration 5Q: 3 clusters Score -642953.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -643073.687500 Penalty: 4344.951172
	Iteration 6Q: 3 clusters Score -643073.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -643187.500000 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -643187.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -643297.750000 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -643297.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -643394.437500 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -643394.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -643499.625000 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -643499.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -643610.062500 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -643610.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -643709.062500 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -643709.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -643792.250000 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -643792.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -643889.062500 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -643889.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -643980.687500 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -643980.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -644042.250000 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -644042.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -644083.687500 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -644083.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -644134.250000 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -644134.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -644176.437500 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -644176.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -644214.687500 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -644214.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -644255.750000 Penalty: 4344.951172
	Iteration 21Q: 3 clusters Score -644255.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -644292.312500 Penalty: 4344.951172
	Iteration 22Q: 3 clusters Score -644292.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -644336.062500 Penalty: 4344.951172
	Iteration 23Q: 3 clusters Score -644336.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -644364.625000 Penalty: 4344.951172
	Iteration 24Q: 3 clusters Score -644364.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -644391.375000 Penalty: 4344.951172
	Iteration 25Q: 3 clusters Score -644391.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -644411.250000 Penalty: 4344.951172
	Iteration 26Q: 3 clusters Score -644411.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -644434.937500 Penalty: 4344.951172
	Iteration 27Q: 3 clusters Score -644434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -644452.437500 Penalty: 4344.951172
	Iteration 28Q: 3 clusters Score -644452.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -644474.750000 Penalty: 4344.951172
	Iteration 29Q: 3 clusters Score -644474.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -644497.250000 Penalty: 4344.951172
	Iteration 30Q: 3 clusters Score -644497.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -644514.687500 Penalty: 4344.951172
	Iteration 31Q: 3 clusters Score -644514.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -644525.937500 Penalty: 4344.951172
	Iteration 32Q: 3 clusters Score -644525.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -644532.062500 Penalty: 4344.951172
	Iteration 33Q: 3 clusters Score -644532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -644535.687500 Penalty: 4344.951172
	Iteration 34Q: 3 clusters Score -644535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -644539.500000 Penalty: 4344.951172
	Iteration 35Q: 3 clusters Score -644539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -644541.437500 Penalty: 4344.951172
	Iteration 36Q: 3 clusters Score -644541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -644543.875000 Penalty: 4344.951172
	Iteration 37Q: 3 clusters Score -644543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -644546.937500 Penalty: 4344.951172
	Iteration 38Q: 3 clusters Score -644546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -644548.437500 Penalty: 4344.951172
	Iteration 39Q: 3 clusters Score -644548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -644549.437500 Penalty: 4344.951172
	Iteration 40F: 3 clusters Score -644549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -644550.750000 Penalty: 4344.951172
	Iteration 41Q: 3 clusters Score -644550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -644552.312500 Penalty: 4344.951172
	Iteration 42Q: 3 clusters Score -644552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -644555.125000 Penalty: 4344.951172
	Iteration 43Q: 3 clusters Score -644555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -644555.000000 Penalty: 4344.951172
	Iteration 44Q: 3 clusters Score -644555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -644555.062500 Penalty: 4344.951172
	Iteration 45Q: 3 clusters Score -644555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -644556.312500 Penalty: 4344.951172
	Iteration 46Q: 3 clusters Score -644556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -644557.062500 Penalty: 4344.951172
	Iteration 47Q: 3 clusters Score -644557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -644558.312500 Penalty: 4344.951172
	Iteration 48Q: 3 clusters Score -644558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -644560.812500 Penalty: 4344.951172
	Iteration 49Q: 3 clusters Score -644560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -644562.000000 Penalty: 4344.951172
	Iteration 50Q: 3 clusters Score -644562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -644562.937500 Penalty: 4344.951172
	Iteration 51Q: 3 clusters Score -644562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -644563.750000 Penalty: 4344.951172
	Iteration 52Q: 3 clusters Score -644563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -644563.437500 Penalty: 4344.951172
	Iteration 53Q: 3 clusters Score -644563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -644563.562500 Penalty: 4344.951172
	Iteration 54Q: 3 clusters Score -644563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -644563.312500 Penalty: 4344.951172
	Iteration 55Q: 3 clusters Score -644563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -644561.937500 Penalty: 4344.951172
	Iteration 56Q: 3 clusters Score -644561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -644561.937500 Penalty: 4344.951172
	Iteration 57F: 3 clusters Score -644561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -548415.312500 Penalty: 2153.101318
	Iteration 0F: 2 clusters Score -548415.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -543395.312500 Penalty: 4306.202637
	Iteration 0F: 3 clusters Score -543395.3 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -544843.187500 Penalty: 4306.202637
	Iteration 1F: 3 clusters Score -544843.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -545301.125000 Penalty: 4306.202637
	Iteration 2F: 3 clusters Score -545301.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -545740.937500 Penalty: 4306.202637
	Iteration 3F: 3 clusters Score -545740.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -546111.562500 Penalty: 4306.202637
	Iteration 4F: 3 clusters Score -546111.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -546400.250000 Penalty: 4306.202637
	Iteration 5F: 3 clusters Score -546400.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -546597.937500 Penalty: 4306.202637
	Iteration 6Q: 3 clusters Score -546597.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -546721.062500 Penalty: 4306.202637
	Iteration 7Q: 3 clusters Score -546721.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -546810.750000 Penalty: 4306.202637
	Iteration 8Q: 3 clusters Score -546810.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -546872.312500 Penalty: 4306.202637
	Iteration 9Q: 3 clusters Score -546872.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -546915.000000 Penalty: 4306.202637
	Iteration 10Q: 3 clusters Score -546915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -546944.187500 Penalty: 4306.202637
	Iteration 11Q: 3 clusters Score -546944.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -546965.375000 Penalty: 4306.202637
	Iteration 12Q: 3 clusters Score -546965.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -546984.750000 Penalty: 4306.202637
	Iteration 13Q: 3 clusters Score -546984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -546997.125000 Penalty: 4306.202637
	Iteration 14Q: 3 clusters Score -546997.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -547008.875000 Penalty: 4306.202637
	Iteration 15Q: 3 clusters Score -547008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -547015.062500 Penalty: 4306.202637
	Iteration 16Q: 3 clusters Score -547015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -547018.312500 Penalty: 4306.202637
	Iteration 17Q: 3 clusters Score -547018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -547020.312500 Penalty: 4306.202637
	Iteration 18Q: 3 clusters Score -547020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547019.875000 Penalty: 4306.202637
	Iteration 19Q: 3 clusters Score -547019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -547020.500000 Penalty: 4306.202637
	Iteration 20F: 3 clusters Score -547020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547021.500000 Penalty: 4306.202637
	Iteration 21Q: 3 clusters Score -547021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547021.875000 Penalty: 4306.202637
	Iteration 22Q: 3 clusters Score -547021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547023.500000 Penalty: 4306.202637
	Iteration 23Q: 3 clusters Score -547023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547022.875000 Penalty: 4306.202637
	Iteration 24Q: 3 clusters Score -547022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547023.625000 Penalty: 4306.202637
	Iteration 25Q: 3 clusters Score -547023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -547023.812500 Penalty: 4306.202637
	Iteration 26Q: 3 clusters Score -547023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -547023.812500 Penalty: 4306.202637
	Iteration 27F: 3 clusters Score -547023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -661459.000000 Penalty: 2197.860840
	Iteration 0F: 2 clusters Score -661459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -655627.250000 Penalty: 4395.721680
	Iteration 0F: 3 clusters Score -655627.2 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -657312.937500 Penalty: 4395.721680
	Iteration 1F: 3 clusters Score -657312.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -657662.812500 Penalty: 4395.721680
	Iteration 2F: 3 clusters Score -657662.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -657936.187500 Penalty: 4395.721680
	Iteration 3F: 3 clusters Score -657936.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -658153.000000 Penalty: 4395.721680
	Iteration 4Q: 3 clusters Score -658153 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -658328.375000 Penalty: 4395.721680
	Iteration 5Q: 3 clusters Score -658328.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -658487.375000 Penalty: 4395.721680
	Iteration 6Q: 3 clusters Score -658487.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -658621.125000 Penalty: 4395.721680
	Iteration 7Q: 3 clusters Score -658621.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -658734.125000 Penalty: 4395.721680
	Iteration 8Q: 3 clusters Score -658734.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -658832.437500 Penalty: 4395.721680
	Iteration 9Q: 3 clusters Score -658832.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -658931.812500 Penalty: 4395.721680
	Iteration 10Q: 3 clusters Score -658931.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -659011.062500 Penalty: 4395.721680
	Iteration 11Q: 3 clusters Score -659011.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -659082.437500 Penalty: 4395.721680
	Iteration 12Q: 3 clusters Score -659082.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -659142.625000 Penalty: 4395.721680
	Iteration 13Q: 3 clusters Score -659142.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -659197.750000 Penalty: 4395.721680
	Iteration 14Q: 3 clusters Score -659197.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -659234.250000 Penalty: 4395.721680
	Iteration 15Q: 3 clusters Score -659234.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -659265.500000 Penalty: 4395.721680
	Iteration 16Q: 3 clusters Score -659265.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -659293.187500 Penalty: 4395.721680
	Iteration 17Q: 3 clusters Score -659293.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -659315.437500 Penalty: 4395.721680
	Iteration 18Q: 3 clusters Score -659315.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -659341.687500 Penalty: 4395.721680
	Iteration 19Q: 3 clusters Score -659341.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -659363.875000 Penalty: 4395.721680
	Iteration 20F: 3 clusters Score -659363.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -659381.562500 Penalty: 4395.721680
	Iteration 21Q: 3 clusters Score -659381.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -659403.437500 Penalty: 4395.721680
	Iteration 22Q: 3 clusters Score -659403.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -659423.937500 Penalty: 4395.721680
	Iteration 23Q: 3 clusters Score -659423.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -659440.000000 Penalty: 4395.721680
	Iteration 24Q: 3 clusters Score -659440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -659453.062500 Penalty: 4395.721680
	Iteration 25Q: 3 clusters Score -659453.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -659469.187500 Penalty: 4395.721680
	Iteration 26Q: 3 clusters Score -659469.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -659484.000000 Penalty: 4395.721680
	Iteration 27Q: 3 clusters Score -659484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -659499.125000 Penalty: 4395.721680
	Iteration 28Q: 3 clusters Score -659499.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -659511.500000 Penalty: 4395.721680
	Iteration 29Q: 3 clusters Score -659511.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -659521.500000 Penalty: 4395.721680
	Iteration 30Q: 3 clusters Score -659521.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -659536.125000 Penalty: 4395.721680
	Iteration 31Q: 3 clusters Score -659536.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -659549.937500 Penalty: 4395.721680
	Iteration 32Q: 3 clusters Score -659549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -659561.312500 Penalty: 4395.721680
	Iteration 33Q: 3 clusters Score -659561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -659570.125000 Penalty: 4395.721680
	Iteration 34Q: 3 clusters Score -659570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -659578.062500 Penalty: 4395.721680
	Iteration 35Q: 3 clusters Score -659578.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -659587.250000 Penalty: 4395.721680
	Iteration 36Q: 3 clusters Score -659587.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -659591.750000 Penalty: 4395.721680
	Iteration 37Q: 3 clusters Score -659591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -659595.125000 Penalty: 4395.721680
	Iteration 38Q: 3 clusters Score -659595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -659598.562500 Penalty: 4395.721680
	Iteration 39Q: 3 clusters Score -659598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -659603.500000 Penalty: 4395.721680
	Iteration 40F: 3 clusters Score -659603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -659604.937500 Penalty: 4395.721680
	Iteration 41Q: 3 clusters Score -659604.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -659607.000000 Penalty: 4395.721680
	Iteration 42Q: 3 clusters Score -659607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -659611.312500 Penalty: 4395.721680
	Iteration 43Q: 3 clusters Score -659611.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -659616.125000 Penalty: 4395.721680
	Iteration 44Q: 3 clusters Score -659616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -659621.812500 Penalty: 4395.721680
	Iteration 45Q: 3 clusters Score -659621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -659624.437500 Penalty: 4395.721680
	Iteration 46Q: 3 clusters Score -659624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -659628.062500 Penalty: 4395.721680
	Iteration 47Q: 3 clusters Score -659628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -659630.875000 Penalty: 4395.721680
	Iteration 48Q: 3 clusters Score -659630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -659635.062500 Penalty: 4395.721680
	Iteration 49Q: 3 clusters Score -659635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -659640.187500 Penalty: 4395.721680
	Iteration 50Q: 3 clusters Score -659640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -659641.250000 Penalty: 4395.721680
	Iteration 51Q: 3 clusters Score -659641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -659646.000000 Penalty: 4395.721680
	Iteration 52Q: 3 clusters Score -659646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -659648.500000 Penalty: 4395.721680
	Iteration 53Q: 3 clusters Score -659648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -659651.375000 Penalty: 4395.721680
	Iteration 54Q: 3 clusters Score -659651.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -659657.437500 Penalty: 4395.721680
	Iteration 55Q: 3 clusters Score -659657.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -659664.875000 Penalty: 4395.721680
	Iteration 56Q: 3 clusters Score -659664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -659668.937500 Penalty: 4395.721680
	Iteration 57Q: 3 clusters Score -659668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -659674.312500 Penalty: 4395.721680
	Iteration 58Q: 3 clusters Score -659674.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -659679.187500 Penalty: 4395.721680
	Iteration 59Q: 3 clusters Score -659679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -659683.312500 Penalty: 4395.721680
	Iteration 60F: 3 clusters Score -659683.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -659686.062500 Penalty: 4395.721680
	Iteration 61Q: 3 clusters Score -659686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -659689.437500 Penalty: 4395.721680
	Iteration 62Q: 3 clusters Score -659689.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -659690.687500 Penalty: 4395.721680
	Iteration 63Q: 3 clusters Score -659690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -659693.937500 Penalty: 4395.721680
	Iteration 64Q: 3 clusters Score -659693.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -659695.750000 Penalty: 4395.721680
	Iteration 65Q: 3 clusters Score -659695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -659698.187500 Penalty: 4395.721680
	Iteration 66Q: 3 clusters Score -659698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -659701.687500 Penalty: 4395.721680
	Iteration 67Q: 3 clusters Score -659701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -659703.812500 Penalty: 4395.721680
	Iteration 68Q: 3 clusters Score -659703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -659704.812500 Penalty: 4395.721680
	Iteration 69Q: 3 clusters Score -659704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -659708.750000 Penalty: 4395.721680
	Iteration 70Q: 3 clusters Score -659708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659711.875000 Penalty: 4395.721680
	Iteration 71Q: 3 clusters Score -659711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -659714.750000 Penalty: 4395.721680
	Iteration 72Q: 3 clusters Score -659714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -659718.687500 Penalty: 4395.721680
	Iteration 73Q: 3 clusters Score -659718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -659725.437500 Penalty: 4395.721680
	Iteration 74Q: 3 clusters Score -659725.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -659730.000000 Penalty: 4395.721680
	Iteration 75Q: 3 clusters Score -659730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -659734.375000 Penalty: 4395.721680
	Iteration 76Q: 3 clusters Score -659734.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659739.312500 Penalty: 4395.721680
	Iteration 77Q: 3 clusters Score -659739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -659744.250000 Penalty: 4395.721680
	Iteration 78Q: 3 clusters Score -659744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659748.500000 Penalty: 4395.721680
	Iteration 79Q: 3 clusters Score -659748.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -659751.125000 Penalty: 4395.721680
	Iteration 80F: 3 clusters Score -659751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -659752.562500 Penalty: 4395.721680
	Iteration 81Q: 3 clusters Score -659752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -659755.750000 Penalty: 4395.721680
	Iteration 82Q: 3 clusters Score -659755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -659756.125000 Penalty: 4395.721680
	Iteration 83Q: 3 clusters Score -659756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659757.750000 Penalty: 4395.721680
	Iteration 84Q: 3 clusters Score -659757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -659759.062500 Penalty: 4395.721680
	Iteration 85Q: 3 clusters Score -659759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -659760.187500 Penalty: 4395.721680
	Iteration 86Q: 3 clusters Score -659760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -659760.625000 Penalty: 4395.721680
	Iteration 87Q: 3 clusters Score -659760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -659761.375000 Penalty: 4395.721680
	Iteration 88Q: 3 clusters Score -659761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -659760.500000 Penalty: 4395.721680
	Iteration 89Q: 3 clusters Score -659760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -659761.625000 Penalty: 4395.721680
	Iteration 90Q: 3 clusters Score -659761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -659763.312500 Penalty: 4395.721680
	Iteration 91Q: 3 clusters Score -659763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -659764.062500 Penalty: 4395.721680
	Iteration 92Q: 3 clusters Score -659764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -659764.000000 Penalty: 4395.721680
	Iteration 93Q: 3 clusters Score -659764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -659765.812500 Penalty: 4395.721680
	Iteration 94Q: 3 clusters Score -659765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -659766.375000 Penalty: 4395.721680
	Iteration 95Q: 3 clusters Score -659766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -659767.687500 Penalty: 4395.721680
	Iteration 96Q: 3 clusters Score -659767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -659767.437500 Penalty: 4395.721680
	Iteration 97Q: 3 clusters Score -659767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -659767.437500 Penalty: 4395.721680
	Iteration 98F: 3 clusters Score -659767.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -159385.250000 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -159385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -156848.156250 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -156848.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -157511.734375 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -157511.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -157841.250000 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -157841.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -158160.765625 Penalty: 3744.866943
	Iteration 3F: 3 clusters Score -158160.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -158355.734375 Penalty: 3744.866943
	Iteration 4F: 3 clusters Score -158355.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -158457.000000 Penalty: 3744.866943
	Iteration 5Q: 3 clusters Score -158457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -158520.421875 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -158520.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -158574.843750 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -158574.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -158612.265625 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -158612.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -158652.734375 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -158652.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -158719.500000 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -158719.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -158789.812500 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -158789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -158819.687500 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -158819.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -158843.250000 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -158843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -158864.171875 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -158864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -158878.187500 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -158878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -158884.296875 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -158884.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -158887.296875 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -158887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -158889.109375 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -158889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -158891.328125 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -158891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -158892.500000 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -158892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -158895.250000 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -158895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -158895.250000 Penalty: 3744.866943
	Iteration 22F: 3 clusters Score -158895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1406658.625000 Penalty: 2368.193359
	Iteration 0F: 2 clusters Score -1406659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1396529.625000 Penalty: 4736.386719
	Iteration 0F: 3 clusters Score -1396530 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1399591.000000 Penalty: 4736.386719
	Iteration 1F: 3 clusters Score -1399591 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1399911.500000 Penalty: 4736.386719
	Iteration 2F: 3 clusters Score -1399912 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1400161.125000 Penalty: 4736.386719
	Iteration 3Q: 3 clusters Score -1400161 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1400412.750000 Penalty: 4736.386719
	Iteration 4Q: 3 clusters Score -1400413 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1400678.625000 Penalty: 4736.386719
	Iteration 5Q: 3 clusters Score -1400679 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1401054.000000 Penalty: 4736.386719
	Iteration 6Q: 3 clusters Score -1401054 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1401501.250000 Penalty: 4736.386719
	Iteration 7F: 3 clusters Score -1401501 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1402074.750000 Penalty: 4736.386719
	Iteration 8F: 3 clusters Score -1402075 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1402726.625000 Penalty: 4736.386719
	Iteration 9F: 3 clusters Score -1402727 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1403374.625000 Penalty: 4736.386719
	Iteration 10F: 3 clusters Score -1403375 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1403872.375000 Penalty: 4736.386719
	Iteration 11Q: 3 clusters Score -1403872 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1404196.875000 Penalty: 4736.386719
	Iteration 12Q: 3 clusters Score -1404197 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1404370.875000 Penalty: 4736.386719
	Iteration 13Q: 3 clusters Score -1404371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1404456.000000 Penalty: 4736.386719
	Iteration 14Q: 3 clusters Score -1404456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1404508.875000 Penalty: 4736.386719
	Iteration 15Q: 3 clusters Score -1404509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1404543.625000 Penalty: 4736.386719
	Iteration 16Q: 3 clusters Score -1404544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1404557.375000 Penalty: 4736.386719
	Iteration 17Q: 3 clusters Score -1404557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1404567.625000 Penalty: 4736.386719
	Iteration 18Q: 3 clusters Score -1404568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1404572.000000 Penalty: 4736.386719
	Iteration 19Q: 3 clusters Score -1404572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1404577.750000 Penalty: 4736.386719
	Iteration 20F: 3 clusters Score -1404578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1404584.750000 Penalty: 4736.386719
	Iteration 21Q: 3 clusters Score -1404585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1404588.625000 Penalty: 4736.386719
	Iteration 22Q: 3 clusters Score -1404589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1404596.250000 Penalty: 4736.386719
	Iteration 23Q: 3 clusters Score -1404596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1404598.125000 Penalty: 4736.386719
	Iteration 24Q: 3 clusters Score -1404598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1404601.000000 Penalty: 4736.386719
	Iteration 25Q: 3 clusters Score -1404601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1404601.000000 Penalty: 4736.386719
	Iteration 26F: 3 clusters Score -1404601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -190451.156250 Penalty: 1891.026611
	Iteration 0F: 2 clusters Score -190451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187827.218750 Penalty: 3782.053223
	Iteration 0F: 3 clusters Score -187827.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188344.265625 Penalty: 3782.053223
	Iteration 1F: 3 clusters Score -188344.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -188466.515625 Penalty: 3782.053223
	Iteration 2F: 3 clusters Score -188466.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -188527.171875 Penalty: 3782.053223
	Iteration 3Q: 3 clusters Score -188527.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -188561.046875 Penalty: 3782.053223
	Iteration 4Q: 3 clusters Score -188561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -188577.703125 Penalty: 3782.053223
	Iteration 5Q: 3 clusters Score -188577.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188589.609375 Penalty: 3782.053223
	Iteration 6Q: 3 clusters Score -188589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188598.500000 Penalty: 3782.053223
	Iteration 7Q: 3 clusters Score -188598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188606.437500 Penalty: 3782.053223
	Iteration 8Q: 3 clusters Score -188606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188612.296875 Penalty: 3782.053223
	Iteration 9Q: 3 clusters Score -188612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188617.046875 Penalty: 3782.053223
	Iteration 10Q: 3 clusters Score -188617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -188620.281250 Penalty: 3782.053223
	Iteration 11Q: 3 clusters Score -188620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188624.765625 Penalty: 3782.053223
	Iteration 12Q: 3 clusters Score -188624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188627.109375 Penalty: 3782.053223
	Iteration 13Q: 3 clusters Score -188627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188630.187500 Penalty: 3782.053223
	Iteration 14Q: 3 clusters Score -188630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -188634.890625 Penalty: 3782.053223
	Iteration 15Q: 3 clusters Score -188634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188638.156250 Penalty: 3782.053223
	Iteration 16Q: 3 clusters Score -188638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188639.562500 Penalty: 3782.053223
	Iteration 17Q: 3 clusters Score -188639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188641.218750 Penalty: 3782.053223
	Iteration 18Q: 3 clusters Score -188641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188641.734375 Penalty: 3782.053223
	Iteration 19Q: 3 clusters Score -188641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188641.734375 Penalty: 3782.053223
	Iteration 20F: 3 clusters Score -188641.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -215800.718750 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -215800.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -212829.703125 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -212829.7 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -213667.609375 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -213667.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -214005.218750 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -214005.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -214247.890625 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -214247.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214391.734375 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -214391.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -214491.812500 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -214491.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -214594.625000 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -214594.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -214675.843750 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -214675.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -214743.250000 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -214743.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -214812.218750 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -214812.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -214875.343750 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -214875.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -214921.828125 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -214921.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214964.859375 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -214964.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -215016.953125 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -215017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215075.312500 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -215075.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215126.421875 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -215126.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -215168.046875 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -215168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -215198.875000 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -215198.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215236.046875 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -215236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -215276.593750 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -215276.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -215315.468750 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -215315.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -215355.250000 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -215355.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215434.750000 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -215434.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -215490.750000 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -215490.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -215528.531250 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -215528.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -215548.859375 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -215548.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -215565.140625 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -215565.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -215575.921875 Penalty: 3912.241699
	Iteration 27Q: 3 clusters Score -215575.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -215583.390625 Penalty: 3912.241699
	Iteration 28Q: 3 clusters Score -215583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -215586.640625 Penalty: 3912.241699
	Iteration 29Q: 3 clusters Score -215586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -215589.625000 Penalty: 3912.241699
	Iteration 30Q: 3 clusters Score -215589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -215591.515625 Penalty: 3912.241699
	Iteration 31Q: 3 clusters Score -215591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -215593.937500 Penalty: 3912.241699
	Iteration 32Q: 3 clusters Score -215593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -215595.312500 Penalty: 3912.241699
	Iteration 33Q: 3 clusters Score -215595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -215595.640625 Penalty: 3912.241699
	Iteration 34Q: 3 clusters Score -215595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -215597.062500 Penalty: 3912.241699
	Iteration 35Q: 3 clusters Score -215597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -215602.843750 Penalty: 3912.241699
	Iteration 36Q: 3 clusters Score -215602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -215604.046875 Penalty: 3912.241699
	Iteration 37Q: 3 clusters Score -215604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -215605.906250 Penalty: 3912.241699
	Iteration 38Q: 3 clusters Score -215605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -215607.578125 Penalty: 3912.241699
	Iteration 39Q: 3 clusters Score -215607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -215608.859375 Penalty: 3912.241699
	Iteration 40F: 3 clusters Score -215608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -215608.781250 Penalty: 3912.241699
	Iteration 41Q: 3 clusters Score -215608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -215608.781250 Penalty: 3912.241699
	Iteration 42F: 3 clusters Score -215608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Entering Unmasked Estep 
Score: -861746.312500 Penalty: 2253.979004
	Iteration 0F: 2 clusters Score -861746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -854775.000000 Penalty: 4507.958008
	Iteration 0F: 3 clusters Score -854775 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -856784.375000 Penalty: 4507.958008
	Iteration 1F: 3 clusters Score -856784.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -857125.812500 Penalty: 4507.958008
	Iteration 2F: 3 clusters Score -857125.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -857416.375000 Penalty: 4507.958008
	Iteration 3F: 3 clusters Score -857416.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -857714.000000 Penalty: 4507.958008
	Iteration 4F: 3 clusters Score -857714 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -858115.312500 Penalty: 4507.958008
	Iteration 5F: 3 clusters Score -858115.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -858648.562500 Penalty: 4507.958008
	Iteration 6F: 3 clusters Score -858648.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -859406.000000 Penalty: 4507.958008
	Iteration 7F: 3 clusters Score -859406 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -860349.187500 Penalty: 4507.958008
	Iteration 8F: 3 clusters Score -860349.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -861236.687500 Penalty: 4507.958008
	Iteration 9F: 3 clusters Score -861236.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -861743.250000 Penalty: 4507.958008
	Iteration 10Q: 3 clusters Score -861743.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -861906.250000 Penalty: 4507.958008
	Iteration 11Q: 3 clusters Score -861906.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -861960.000000 Penalty: 4507.958008
	Iteration 12Q: 3 clusters Score -861960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -861991.625000 Penalty: 4507.958008
	Iteration 13Q: 3 clusters Score -861991.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -862007.125000 Penalty: 4507.958008
	Iteration 14Q: 3 clusters Score -862007.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -862016.500000 Penalty: 4507.958008
	Iteration 15Q: 3 clusters Score -862016.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -862027.250000 Penalty: 4507.958008
	Iteration 16Q: 3 clusters Score -862027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -862029.812500 Penalty: 4507.958008
	Iteration 17Q: 3 clusters Score -862029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -862032.000000 Penalty: 4507.958008
	Iteration 18Q: 3 clusters Score -862032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -862030.875000 Penalty: 4507.958008
	Iteration 19Q: 3 clusters Score -862030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -862030.187500 Penalty: 4507.958008
	Iteration 20F: 3 clusters Score -862030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -862032.937500 Penalty: 4507.958008
	Iteration 21Q: 3 clusters Score -862032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -862031.625000 Penalty: 4507.958008
	Iteration 22Q: 3 clusters Score -862031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -862031.625000 Penalty: 4507.958008
	Iteration 23F: 3 clusters Score -862031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 17971 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 57840 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17712 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 32185 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14033 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 4713 members 
Mstep: Class 42 contains 4141 members 
Entering Unmasked Estep 
Score: -58916104.000000 Penalty: 139028.390625
Splitting cluster 41 changes total score from -58917000.000000 to -58916104.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 17971 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 57840 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17712 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 45193 members 
Mstep: Class 32 contains 32185 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 14033 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916980.000000 Penalty: 135718.187500
Iteration 199Q: 42 clusters Score -5.891698e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14980 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 15260 members 
Mstep: Class 13 contains 14335 members 
Mstep: Class 14 contains 96951 members 
Mstep: Class 15 contains 19590 members 
Mstep: Class 16 contains 9009 members 
Mstep: Class 17 contains 17949 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 19 contains 6678 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 57841 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6964 members 
Mstep: Class 26 contains 11199 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17703 members 
Mstep: Class 29 contains 6147 members 
Mstep: Class 30 contains 59731 members 
Mstep: Class 31 contains 45182 members 
Mstep: Class 32 contains 32190 members 
Mstep: Class 33 contains 27498 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1902 members 
Mstep: Class 38 contains 14039 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916968.000000 Penalty: 135718.187500
Iteration 200F: 42 clusters Score -5.891697e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14989 members 
Mstep: Class 11 contains 25137 members 
Mstep: Class 12 contains 15264 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 96962 members 
Mstep: Class 15 contains 19594 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 17935 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 57845 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 11194 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 59740 members 
Mstep: Class 31 contains 45177 members 
Mstep: Class 32 contains 32195 members 
Mstep: Class 33 contains 27497 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5893 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14038 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917104.000000 Penalty: 135718.187500
Iteration 201Q: 42 clusters Score -5.89171e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 25136 members 
Mstep: Class 12 contains 15261 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 96973 members 
Mstep: Class 15 contains 19600 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 17927 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 57847 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9913 members 
Mstep: Class 28 contains 17682 members 
Mstep: Class 29 contains 6141 members 
Mstep: Class 30 contains 59748 members 
Mstep: Class 31 contains 45167 members 
Mstep: Class 32 contains 32200 members 
Mstep: Class 33 contains 27499 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7064 members 
Mstep: Class 37 contains 1904 members 
Mstep: Class 38 contains 14038 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917176.000000 Penalty: 135718.187500
Iteration 202Q: 42 clusters Score -5.891718e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 11 contains 25136 members 
Mstep: Class 12 contains 15259 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 96973 members 
Mstep: Class 15 contains 19605 members 
Mstep: Class 16 contains 9013 members 
Mstep: Class 17 contains 17927 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 6676 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 57847 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1343 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 9908 members 
Mstep: Class 28 contains 17680 members 
Mstep: Class 29 contains 6138 members 
Mstep: Class 30 contains 59754 members 
Mstep: Class 31 contains 45159 members 
Mstep: Class 32 contains 32203 members 
Mstep: Class 33 contains 27499 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7061 members 
Mstep: Class 37 contains 1904 members 
Mstep: Class 38 contains 14042 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917056.000000 Penalty: 135718.187500
Iteration 203Q: 42 clusters Score -5.891706e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15003 members 
Mstep: Class 11 contains 25136 members 
Mstep: Class 12 contains 15258 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 96975 members 
Mstep: Class 15 contains 19608 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 17912 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 6673 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 57845 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 11195 members 
Mstep: Class 27 contains 9906 members 
Mstep: Class 28 contains 17675 members 
Mstep: Class 29 contains 6135 members 
Mstep: Class 30 contains 59762 members 
Mstep: Class 31 contains 45152 members 
Mstep: Class 32 contains 32209 members 
Mstep: Class 33 contains 27503 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5892 members 
Mstep: Class 36 contains 7057 members 
Mstep: Class 37 contains 1904 members 
Mstep: Class 38 contains 14047 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916972.000000 Penalty: 135718.187500
Iteration 204Q: 42 clusters Score -5.891697e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15009 members 
Mstep: Class 11 contains 25135 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 96982 members 
Mstep: Class 15 contains 19615 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 17897 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 57846 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 11191 members 
Mstep: Class 27 contains 9904 members 
Mstep: Class 28 contains 17667 members 
Mstep: Class 29 contains 6134 members 
Mstep: Class 30 contains 59762 members 
Mstep: Class 31 contains 45147 members 
Mstep: Class 32 contains 32215 members 
Mstep: Class 33 contains 27504 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5892 members 
Mstep: Class 36 contains 7053 members 
Mstep: Class 37 contains 1904 members 
Mstep: Class 38 contains 14056 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916928.000000 Penalty: 135718.187500
Iteration 205Q: 42 clusters Score -5.891693e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15009 members 
Mstep: Class 11 contains 25135 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 96983 members 
Mstep: Class 15 contains 19621 members 
Mstep: Class 16 contains 9017 members 
Mstep: Class 17 contains 17894 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 19 contains 6670 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 57847 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 11186 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 17663 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 59764 members 
Mstep: Class 31 contains 45145 members 
Mstep: Class 32 contains 32219 members 
Mstep: Class 33 contains 27506 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5893 members 
Mstep: Class 36 contains 7051 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14061 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916956.000000 Penalty: 135718.187500
Iteration 206Q: 42 clusters Score -5.891696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 25135 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 96987 members 
Mstep: Class 15 contains 19627 members 
Mstep: Class 16 contains 9018 members 
Mstep: Class 17 contains 17889 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6670 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 57845 members 
Mstep: Class 23 contains 6751 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 11184 members 
Mstep: Class 27 contains 9898 members 
Mstep: Class 28 contains 17660 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 59758 members 
Mstep: Class 31 contains 45138 members 
Mstep: Class 32 contains 32223 members 
Mstep: Class 33 contains 27508 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5892 members 
Mstep: Class 36 contains 7052 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14066 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916848.000000 Penalty: 135718.187500
Iteration 207Q: 42 clusters Score -5.891685e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 25134 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 96991 members 
Mstep: Class 15 contains 19632 members 
Mstep: Class 16 contains 9019 members 
Mstep: Class 17 contains 17893 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 57845 members 
Mstep: Class 23 contains 6750 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 11183 members 
Mstep: Class 27 contains 9897 members 
Mstep: Class 28 contains 17657 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 59755 members 
Mstep: Class 31 contains 45133 members 
Mstep: Class 32 contains 32225 members 
Mstep: Class 33 contains 27506 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7051 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14071 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916844.000000 Penalty: 135718.187500
Iteration 208Q: 42 clusters Score -5.891684e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15023 members 
Mstep: Class 11 contains 25131 members 
Mstep: Class 12 contains 15260 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 96993 members 
Mstep: Class 15 contains 19637 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 17888 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 57843 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 11184 members 
Mstep: Class 27 contains 9895 members 
Mstep: Class 28 contains 17656 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 59756 members 
Mstep: Class 31 contains 45126 members 
Mstep: Class 32 contains 32224 members 
Mstep: Class 33 contains 27507 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7051 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14077 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916908.000000 Penalty: 135718.187500
Iteration 209Q: 42 clusters Score -5.891691e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15027 members 
Mstep: Class 11 contains 25130 members 
Mstep: Class 12 contains 15261 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 96994 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 9022 members 
Mstep: Class 17 contains 17882 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 57843 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 11183 members 
Mstep: Class 27 contains 9891 members 
Mstep: Class 28 contains 17655 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 59755 members 
Mstep: Class 31 contains 45125 members 
Mstep: Class 32 contains 32225 members 
Mstep: Class 33 contains 27505 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7049 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14079 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916948.000000 Penalty: 135718.187500
Iteration 210Q: 42 clusters Score -5.891695e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 8780 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 25131 members 
Mstep: Class 12 contains 15261 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 96994 members 
Mstep: Class 15 contains 19656 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 17877 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 57846 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 11182 members 
Mstep: Class 27 contains 9890 members 
Mstep: Class 28 contains 17653 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 59753 members 
Mstep: Class 31 contains 45122 members 
Mstep: Class 32 contains 32226 members 
Mstep: Class 33 contains 27504 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7047 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14081 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916900.000000 Penalty: 135718.187500
Iteration 211Q: 42 clusters Score -5.89169e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5333 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 25131 members 
Mstep: Class 12 contains 15262 members 
Mstep: Class 13 contains 14310 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19656 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 17869 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 57846 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6956 members 
Mstep: Class 26 contains 11183 members 
Mstep: Class 27 contains 9885 members 
Mstep: Class 28 contains 17648 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 59758 members 
Mstep: Class 31 contains 45120 members 
Mstep: Class 32 contains 32229 members 
Mstep: Class 33 contains 27507 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7046 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14083 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916916.000000 Penalty: 135718.187500
Iteration 212Q: 42 clusters Score -5.891692e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 12475 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 25126 members 
Mstep: Class 12 contains 15264 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 97005 members 
Mstep: Class 15 contains 19659 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 17863 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 57850 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6955 members 
Mstep: Class 26 contains 11182 members 
Mstep: Class 27 contains 9880 members 
Mstep: Class 28 contains 17639 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 59757 members 
Mstep: Class 31 contains 45117 members 
Mstep: Class 32 contains 32233 members 
Mstep: Class 33 contains 27505 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14082 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916936.000000 Penalty: 135718.187500
Iteration 213Q: 42 clusters Score -5.891694e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 12473 members 
Mstep: Class 8 contains 5774 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 25124 members 
Mstep: Class 12 contains 15265 members 
Mstep: Class 13 contains 14306 members 
Mstep: Class 14 contains 97004 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 17861 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57851 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6955 members 
Mstep: Class 26 contains 11181 members 
Mstep: Class 27 contains 9875 members 
Mstep: Class 28 contains 17637 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 59759 members 
Mstep: Class 31 contains 45114 members 
Mstep: Class 32 contains 32234 members 
Mstep: Class 33 contains 27505 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14082 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916876.000000 Penalty: 135718.187500
Iteration 214Q: 42 clusters Score -5.891688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 5779 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 25126 members 
Mstep: Class 12 contains 15263 members 
Mstep: Class 13 contains 14304 members 
Mstep: Class 14 contains 97006 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 17861 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57853 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6955 members 
Mstep: Class 26 contains 11181 members 
Mstep: Class 27 contains 9872 members 
Mstep: Class 28 contains 17636 members 
Mstep: Class 29 contains 6116 members 
Mstep: Class 30 contains 59760 members 
Mstep: Class 31 contains 45110 members 
Mstep: Class 32 contains 32237 members 
Mstep: Class 33 contains 27506 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14080 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916936.000000 Penalty: 135718.187500
Iteration 215Q: 42 clusters Score -5.891694e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 25125 members 
Mstep: Class 12 contains 15260 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 97009 members 
Mstep: Class 15 contains 19665 members 
Mstep: Class 16 contains 9025 members 
Mstep: Class 17 contains 17863 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 6670 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6954 members 
Mstep: Class 26 contains 11178 members 
Mstep: Class 27 contains 9869 members 
Mstep: Class 28 contains 17635 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 59762 members 
Mstep: Class 31 contains 45107 members 
Mstep: Class 32 contains 32240 members 
Mstep: Class 33 contains 27507 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14081 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916956.000000 Penalty: 135718.187500
Iteration 216Q: 42 clusters Score -5.891696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 25125 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 97010 members 
Mstep: Class 15 contains 19665 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 6670 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6954 members 
Mstep: Class 26 contains 11175 members 
Mstep: Class 27 contains 9868 members 
Mstep: Class 28 contains 17634 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59763 members 
Mstep: Class 31 contains 45106 members 
Mstep: Class 32 contains 32242 members 
Mstep: Class 33 contains 27508 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14079 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916952.000000 Penalty: 135718.187500
Iteration 217Q: 42 clusters Score -5.891695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 8605 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 25124 members 
Mstep: Class 12 contains 15255 members 
Mstep: Class 13 contains 14302 members 
Mstep: Class 14 contains 97011 members 
Mstep: Class 15 contains 19665 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17870 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11174 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17633 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59762 members 
Mstep: Class 31 contains 45106 members 
Mstep: Class 32 contains 32244 members 
Mstep: Class 33 contains 27505 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14079 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916988.000000 Penalty: 135718.187500
Iteration 218Q: 42 clusters Score -5.891699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 8605 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 25123 members 
Mstep: Class 12 contains 15254 members 
Mstep: Class 13 contains 14301 members 
Mstep: Class 14 contains 97012 members 
Mstep: Class 15 contains 19668 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17868 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59764 members 
Mstep: Class 31 contains 45105 members 
Mstep: Class 32 contains 32245 members 
Mstep: Class 33 contains 27503 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14079 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917008.000000 Penalty: 135718.187500
Iteration 219Q: 42 clusters Score -5.891701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 25122 members 
Mstep: Class 12 contains 15253 members 
Mstep: Class 13 contains 14300 members 
Mstep: Class 14 contains 97012 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17871 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59766 members 
Mstep: Class 31 contains 45103 members 
Mstep: Class 32 contains 32249 members 
Mstep: Class 33 contains 27502 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14079 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917028.000000 Penalty: 135718.187500
Iteration 220F: 42 clusters Score -5.891703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15252 members 
Mstep: Class 13 contains 14299 members 
Mstep: Class 14 contains 97013 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17870 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59766 members 
Mstep: Class 31 contains 45100 members 
Mstep: Class 32 contains 32253 members 
Mstep: Class 33 contains 27501 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14080 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917012.000000 Penalty: 135718.187500
Iteration 221Q: 42 clusters Score -5.891701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15250 members 
Mstep: Class 13 contains 14298 members 
Mstep: Class 14 contains 97011 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17871 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59768 members 
Mstep: Class 31 contains 45096 members 
Mstep: Class 32 contains 32254 members 
Mstep: Class 33 contains 27503 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14080 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916948.000000 Penalty: 135718.187500
Iteration 222Q: 42 clusters Score -5.891695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12469 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15250 members 
Mstep: Class 13 contains 14296 members 
Mstep: Class 14 contains 97010 members 
Mstep: Class 15 contains 19681 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59772 members 
Mstep: Class 31 contains 45092 members 
Mstep: Class 32 contains 32256 members 
Mstep: Class 33 contains 27504 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14080 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916928.000000 Penalty: 135718.187500
Iteration 223Q: 42 clusters Score -5.891693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 25122 members 
Mstep: Class 12 contains 15250 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 97009 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17860 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59772 members 
Mstep: Class 31 contains 45088 members 
Mstep: Class 32 contains 32260 members 
Mstep: Class 33 contains 27504 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7043 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14080 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916900.000000 Penalty: 135718.187500
Iteration 224Q: 42 clusters Score -5.89169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15249 members 
Mstep: Class 13 contains 14291 members 
Mstep: Class 14 contains 97013 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17853 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59773 members 
Mstep: Class 31 contains 45086 members 
Mstep: Class 32 contains 32262 members 
Mstep: Class 33 contains 27507 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7043 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14081 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916856.000000 Penalty: 135718.187500
Iteration 225Q: 42 clusters Score -5.891686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 12467 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15247 members 
Mstep: Class 13 contains 14291 members 
Mstep: Class 14 contains 97012 members 
Mstep: Class 15 contains 19698 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17852 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11168 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59771 members 
Mstep: Class 31 contains 45082 members 
Mstep: Class 32 contains 32263 members 
Mstep: Class 33 contains 27512 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7043 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14084 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 8865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916908.000000 Penalty: 135718.187500
Iteration 226Q: 42 clusters Score -5.891691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15246 members 
Mstep: Class 13 contains 14291 members 
Mstep: Class 14 contains 97009 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17851 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11168 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59771 members 
Mstep: Class 31 contains 45084 members 
Mstep: Class 32 contains 32265 members 
Mstep: Class 33 contains 27513 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7043 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14085 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2661 members 
Mstep: Class 41 contains 8866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916876.000000 Penalty: 135718.187500
Iteration 227Q: 42 clusters Score -5.891688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 14289 members 
Mstep: Class 14 contains 97010 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17847 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11168 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59772 members 
Mstep: Class 31 contains 45082 members 
Mstep: Class 32 contains 32265 members 
Mstep: Class 33 contains 27518 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7044 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14088 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2661 members 
Mstep: Class 41 contains 8868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916964.000000 Penalty: 135718.187500
Iteration 228Q: 42 clusters Score -5.891696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14286 members 
Mstep: Class 14 contains 97010 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17841 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59774 members 
Mstep: Class 31 contains 45081 members 
Mstep: Class 32 contains 32266 members 
Mstep: Class 33 contains 27523 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14088 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 8868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916888.000000 Penalty: 135718.187500
Iteration 229Q: 42 clusters Score -5.891689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 25121 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14284 members 
Mstep: Class 14 contains 97006 members 
Mstep: Class 15 contains 19715 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17835 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59774 members 
Mstep: Class 31 contains 45081 members 
Mstep: Class 32 contains 32270 members 
Mstep: Class 33 contains 27522 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14089 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916896.000000 Penalty: 135718.187500
Iteration 230Q: 42 clusters Score -5.89169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 25120 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 14281 members 
Mstep: Class 14 contains 97004 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59775 members 
Mstep: Class 31 contains 45077 members 
Mstep: Class 32 contains 32275 members 
Mstep: Class 33 contains 27525 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14091 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916932.000000 Penalty: 135718.187500
Iteration 231Q: 42 clusters Score -5.891693e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15067 members 
Mstep: Class 11 contains 25118 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 97004 members 
Mstep: Class 15 contains 19730 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17814 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11165 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59775 members 
Mstep: Class 31 contains 45076 members 
Mstep: Class 32 contains 32277 members 
Mstep: Class 33 contains 27527 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14094 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916920.000000 Penalty: 135718.187500
Iteration 232Q: 42 clusters Score -5.891692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12462 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 25116 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 97004 members 
Mstep: Class 15 contains 19735 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17808 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 11165 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59774 members 
Mstep: Class 31 contains 45070 members 
Mstep: Class 32 contains 32280 members 
Mstep: Class 33 contains 27528 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14097 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916880.000000 Penalty: 135718.187500
Iteration 233Q: 42 clusters Score -5.891688e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25112 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14274 members 
Mstep: Class 14 contains 97003 members 
Mstep: Class 15 contains 19740 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17801 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57858 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11165 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59774 members 
Mstep: Class 31 contains 45071 members 
Mstep: Class 32 contains 32281 members 
Mstep: Class 33 contains 27530 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14098 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916940.000000 Penalty: 135718.187500
Iteration 234Q: 42 clusters Score -5.891694e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12462 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25111 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14273 members 
Mstep: Class 14 contains 97003 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 17795 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57858 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59774 members 
Mstep: Class 31 contains 45069 members 
Mstep: Class 32 contains 32281 members 
Mstep: Class 33 contains 27534 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916912.000000 Penalty: 135718.187500
Iteration 235Q: 42 clusters Score -5.891691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 97004 members 
Mstep: Class 15 contains 19744 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17792 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11166 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59778 members 
Mstep: Class 31 contains 45067 members 
Mstep: Class 32 contains 32282 members 
Mstep: Class 33 contains 27536 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2663 members 
Mstep: Class 41 contains 8874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916972.000000 Penalty: 135718.187500
Iteration 236Q: 42 clusters Score -5.891697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8597 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 12458 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 97003 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11168 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59780 members 
Mstep: Class 31 contains 45065 members 
Mstep: Class 32 contains 32284 members 
Mstep: Class 33 contains 27536 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916900.000000 Penalty: 135718.187500
Iteration 237Q: 42 clusters Score -5.89169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 12459 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25111 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 97003 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 17 contains 17778 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59782 members 
Mstep: Class 31 contains 45065 members 
Mstep: Class 32 contains 32284 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916852.000000 Penalty: 135718.187500
Iteration 238Q: 42 clusters Score -5.891685e+07 nChanged 25
Entering ConstructFrom: 
Score: -58916852.000000 Penalty: 135718.187500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -710145.000000 Penalty: 2211.825439
	Iteration 0F: 2 clusters Score -710145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -704152.562500 Penalty: 4423.650879
	Iteration 0F: 3 clusters Score -704152.6 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -705821.000000 Penalty: 4423.650879
	Iteration 1F: 3 clusters Score -705821 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -706137.375000 Penalty: 4423.650879
	Iteration 2F: 3 clusters Score -706137.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -706385.812500 Penalty: 4423.650879
	Iteration 3F: 3 clusters Score -706385.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -706641.500000 Penalty: 4423.650879
	Iteration 4Q: 3 clusters Score -706641.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -706897.125000 Penalty: 4423.650879
	Iteration 5Q: 3 clusters Score -706897.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -707204.062500 Penalty: 4423.650879
	Iteration 6Q: 3 clusters Score -707204.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -707522.687500 Penalty: 4423.650879
	Iteration 7F: 3 clusters Score -707522.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -707820.937500 Penalty: 4423.650879
	Iteration 8Q: 3 clusters Score -707820.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -708089.375000 Penalty: 4423.650879
	Iteration 9Q: 3 clusters Score -708089.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -708311.187500 Penalty: 4423.650879
	Iteration 10Q: 3 clusters Score -708311.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -708554.625000 Penalty: 4423.650879
	Iteration 11Q: 3 clusters Score -708554.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -708807.000000 Penalty: 4423.650879
	Iteration 12Q: 3 clusters Score -708807 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -708990.000000 Penalty: 4423.650879
	Iteration 13Q: 3 clusters Score -708990 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -709128.125000 Penalty: 4423.650879
	Iteration 14Q: 3 clusters Score -709128.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -709258.812500 Penalty: 4423.650879
	Iteration 15Q: 3 clusters Score -709258.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -709371.812500 Penalty: 4423.650879
	Iteration 16Q: 3 clusters Score -709371.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -709444.437500 Penalty: 4423.650879
	Iteration 17Q: 3 clusters Score -709444.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -709513.625000 Penalty: 4423.650879
	Iteration 18Q: 3 clusters Score -709513.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -709581.750000 Penalty: 4423.650879
	Iteration 19Q: 3 clusters Score -709581.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -709639.937500 Penalty: 4423.650879
	Iteration 20F: 3 clusters Score -709639.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -709703.812500 Penalty: 4423.650879
	Iteration 21Q: 3 clusters Score -709703.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -709735.250000 Penalty: 4423.650879
	Iteration 22Q: 3 clusters Score -709735.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -709760.937500 Penalty: 4423.650879
	Iteration 23Q: 3 clusters Score -709760.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -709779.125000 Penalty: 4423.650879
	Iteration 24Q: 3 clusters Score -709779.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -709787.937500 Penalty: 4423.650879
	Iteration 25Q: 3 clusters Score -709787.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -709797.500000 Penalty: 4423.650879
	Iteration 26Q: 3 clusters Score -709797.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -709811.250000 Penalty: 4423.650879
	Iteration 27Q: 3 clusters Score -709811.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -709825.375000 Penalty: 4423.650879
	Iteration 28Q: 3 clusters Score -709825.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -709840.000000 Penalty: 4423.650879
	Iteration 29Q: 3 clusters Score -709840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -709855.062500 Penalty: 4423.650879
	Iteration 30Q: 3 clusters Score -709855.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -709865.312500 Penalty: 4423.650879
	Iteration 31Q: 3 clusters Score -709865.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -709874.687500 Penalty: 4423.650879
	Iteration 32Q: 3 clusters Score -709874.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -709880.562500 Penalty: 4423.650879
	Iteration 33Q: 3 clusters Score -709880.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -709882.562500 Penalty: 4423.650879
	Iteration 34Q: 3 clusters Score -709882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -709885.750000 Penalty: 4423.650879
	Iteration 35Q: 3 clusters Score -709885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -709891.687500 Penalty: 4423.650879
	Iteration 36Q: 3 clusters Score -709891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -709895.437500 Penalty: 4423.650879
	Iteration 37Q: 3 clusters Score -709895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -709901.687500 Penalty: 4423.650879
	Iteration 38Q: 3 clusters Score -709901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -709905.375000 Penalty: 4423.650879
	Iteration 39Q: 3 clusters Score -709905.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -709912.062500 Penalty: 4423.650879
	Iteration 40F: 3 clusters Score -709912.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -709919.687500 Penalty: 4423.650879
	Iteration 41Q: 3 clusters Score -709919.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -709924.875000 Penalty: 4423.650879
	Iteration 42Q: 3 clusters Score -709924.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -709929.937500 Penalty: 4423.650879
	Iteration 43Q: 3 clusters Score -709929.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -709938.687500 Penalty: 4423.650879
	Iteration 44Q: 3 clusters Score -709938.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -709943.562500 Penalty: 4423.650879
	Iteration 45Q: 3 clusters Score -709943.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -709947.312500 Penalty: 4423.650879
	Iteration 46Q: 3 clusters Score -709947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -709948.250000 Penalty: 4423.650879
	Iteration 47Q: 3 clusters Score -709948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -709952.687500 Penalty: 4423.650879
	Iteration 48Q: 3 clusters Score -709952.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -709957.062500 Penalty: 4423.650879
	Iteration 49Q: 3 clusters Score -709957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -709965.312500 Penalty: 4423.650879
	Iteration 50Q: 3 clusters Score -709965.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -709973.437500 Penalty: 4423.650879
	Iteration 51Q: 3 clusters Score -709973.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -709987.625000 Penalty: 4423.650879
	Iteration 52Q: 3 clusters Score -709987.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -710000.812500 Penalty: 4423.650879
	Iteration 53Q: 3 clusters Score -710000.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -710016.937500 Penalty: 4423.650879
	Iteration 54Q: 3 clusters Score -710016.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -710032.875000 Penalty: 4423.650879
	Iteration 55Q: 3 clusters Score -710032.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -710060.875000 Penalty: 4423.650879
	Iteration 56Q: 3 clusters Score -710060.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -710102.000000 Penalty: 4423.650879
	Iteration 57Q: 3 clusters Score -710102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -710168.687500 Penalty: 4423.650879
	Iteration 58Q: 3 clusters Score -710168.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -710236.375000 Penalty: 4423.650879
	Iteration 59Q: 3 clusters Score -710236.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -710280.437500 Penalty: 4423.650879
	Iteration 60F: 3 clusters Score -710280.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -710299.187500 Penalty: 4423.650879
	Iteration 61Q: 3 clusters Score -710299.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -710310.437500 Penalty: 4423.650879
	Iteration 62Q: 3 clusters Score -710310.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -710318.000000 Penalty: 4423.650879
	Iteration 63Q: 3 clusters Score -710318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -710325.187500 Penalty: 4423.650879
	Iteration 64Q: 3 clusters Score -710325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -710327.187500 Penalty: 4423.650879
	Iteration 65Q: 3 clusters Score -710327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -710329.500000 Penalty: 4423.650879
	Iteration 66Q: 3 clusters Score -710329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -710329.500000 Penalty: 4423.650879
	Iteration 67F: 3 clusters Score -710329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 97002 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 17772 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59787 members 
Mstep: Class 31 contains 45064 members 
Mstep: Class 32 contains 32287 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8875 members 
Mstep: Class 42 contains 6400 members 
Entering Unmasked Estep 
Score: -58915992.000000 Penalty: 139028.390625
Splitting cluster 1 changes total score from -58916852.000000 to -58915992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -477624.500000 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -477624.5 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 2674 members 
Entering Unmasked Estep 
Score: -472912.906250 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -472912.9 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -474270.906250 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -474270.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -474681.531250 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -474681.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -474988.437500 Penalty: 4255.856445
	Iteration 3F: 3 clusters Score -474988.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -475255.968750 Penalty: 4255.856445
	Iteration 4F: 3 clusters Score -475256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -475502.718750 Penalty: 4255.856445
	Iteration 5F: 3 clusters Score -475502.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -475734.093750 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -475734.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -475962.718750 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -475962.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -476166.187500 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -476166.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -476334.156250 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -476334.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -476458.156250 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -476458.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -476568.000000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -476568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -476664.562500 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -476664.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -476746.343750 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -476746.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -476808.812500 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -476808.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -476866.343750 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -476866.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -476924.375000 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -476924.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -476982.937500 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -476982.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -477028.437500 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -477028.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -477078.625000 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -477078.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -477143.781250 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -477143.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -477233.781250 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -477233.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -477314.250000 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -477314.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -477350.718750 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -477350.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -477371.281250 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -477371.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -477382.187500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -477382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -477393.718750 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -477393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -477404.343750 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -477404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -477413.437500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -477413.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -477422.406250 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -477422.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -477430.250000 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -477430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -477432.906250 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -477432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -477434.406250 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -477434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -477435.468750 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -477435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -477435.718750 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -477435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -477437.906250 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -477437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -477441.437500 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -477441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -477443.375000 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -477443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -477444.093750 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -477444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -477447.187500 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -477447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -477448.937500 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -477448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -477450.718750 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -477450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -477453.656250 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -477453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -477454.406250 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -477454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -477455.531250 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -477455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -477456.312500 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -477456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -477456.906250 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -477456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -477457.281250 Penalty: 4255.856445
	Iteration 47Q: 3 clusters Score -477457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -477457.281250 Penalty: 4255.856445
	Iteration 48F: 3 clusters Score -477457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -840324.812500 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -840324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -833355.062500 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -833355.1 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -835523.187500 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -835523.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -836061.000000 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -836061 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -836591.937500 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -836591.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -837195.375000 Penalty: 4504.020996
	Iteration 4F: 3 clusters Score -837195.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -837805.375000 Penalty: 4504.020996
	Iteration 5F: 3 clusters Score -837805.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -838286.437500 Penalty: 4504.020996
	Iteration 6F: 3 clusters Score -838286.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -838647.562500 Penalty: 4504.020996
	Iteration 7F: 3 clusters Score -838647.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -838878.687500 Penalty: 4504.020996
	Iteration 8Q: 3 clusters Score -838878.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -839058.687500 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -839058.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -839222.375000 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -839222.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -839378.625000 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -839378.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -839525.250000 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -839525.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -839661.125000 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -839661.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -839755.000000 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -839755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -839808.000000 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -839808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -839856.812500 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -839856.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -839891.187500 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -839891.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -839921.437500 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -839921.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -839951.250000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -839951.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -839975.375000 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -839975.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -840000.625000 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -840000.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -840016.437500 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -840016.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -840028.375000 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -840028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -840037.000000 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -840037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -840047.375000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -840047.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -840054.500000 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -840054.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -840056.812500 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -840056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -840056.937500 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -840056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -840057.000000 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -840057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -840058.250000 Penalty: 4504.020996
	Iteration 30Q: 3 clusters Score -840058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -840062.375000 Penalty: 4504.020996
	Iteration 31Q: 3 clusters Score -840062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -840062.437500 Penalty: 4504.020996
	Iteration 32Q: 3 clusters Score -840062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -840062.437500 Penalty: 4504.020996
	Iteration 33F: 3 clusters Score -840062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -651657.250000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -651657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -646236.875000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -646236.9 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -647681.937500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -647681.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -647922.875000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -647922.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -648112.625000 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -648112.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -648275.125000 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -648275.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -648427.500000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -648427.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -648593.937500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -648593.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -648802.000000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -648802 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -649025.437500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -649025.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -649229.375000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -649229.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -649403.500000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -649403.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -649544.937500 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -649544.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -649628.375000 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -649628.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -649700.000000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -649700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -649748.937500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -649748.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -649784.062500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -649784.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -649802.000000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -649802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -649820.625000 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -649820.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -649835.562500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -649835.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -649849.375000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -649849.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -649856.687500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -649856.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -649862.187500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -649862.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -649869.125000 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -649869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -649872.937500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -649872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -649877.000000 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -649877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -649881.062500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -649881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -649883.500000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -649883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -649885.062500 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -649885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -649886.187500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -649886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -649891.187500 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -649891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -649893.500000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -649893.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -649896.250000 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -649896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -649897.187500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -649897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -649900.250000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -649900.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -649904.625000 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -649904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -649907.750000 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -649907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -649911.562500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -649911.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -649918.875000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -649918.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -649921.750000 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -649921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -649925.375000 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -649925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -649929.750000 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -649929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -649933.625000 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -649933.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -649936.875000 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -649936.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -649939.000000 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -649939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -649945.375000 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -649945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -649948.437500 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -649948.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -649957.875000 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -649957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -649958.750000 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -649958.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -649963.875000 Penalty: 4352.289062
	Iteration 48Q: 3 clusters Score -649963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -649968.687500 Penalty: 4352.289062
	Iteration 49Q: 3 clusters Score -649968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -649972.375000 Penalty: 4352.289062
	Iteration 50Q: 3 clusters Score -649972.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -649977.687500 Penalty: 4352.289062
	Iteration 51Q: 3 clusters Score -649977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -649979.750000 Penalty: 4352.289062
	Iteration 52Q: 3 clusters Score -649979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -649980.562500 Penalty: 4352.289062
	Iteration 53Q: 3 clusters Score -649980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -649981.500000 Penalty: 4352.289062
	Iteration 54Q: 3 clusters Score -649981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -649982.312500 Penalty: 4352.289062
	Iteration 55Q: 3 clusters Score -649982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -649985.750000 Penalty: 4352.289062
	Iteration 56Q: 3 clusters Score -649985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -649985.000000 Penalty: 4352.289062
	Iteration 57Q: 3 clusters Score -649985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -649985.750000 Penalty: 4352.289062
	Iteration 58Q: 3 clusters Score -649985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -649988.312500 Penalty: 4352.289062
	Iteration 59Q: 3 clusters Score -649988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -649989.500000 Penalty: 4352.289062
	Iteration 60F: 3 clusters Score -649989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -649991.562500 Penalty: 4352.289062
	Iteration 61Q: 3 clusters Score -649991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -649991.562500 Penalty: 4352.289062
	Iteration 62F: 3 clusters Score -649991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -777300.750000 Penalty: 2246.760498
	Iteration 0F: 2 clusters Score -777300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -770595.000000 Penalty: 4493.520996
	Iteration 0F: 3 clusters Score -770595 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -772673.000000 Penalty: 4493.520996
	Iteration 1F: 3 clusters Score -772673 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -773213.500000 Penalty: 4493.520996
	Iteration 2F: 3 clusters Score -773213.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -773807.250000 Penalty: 4493.520996
	Iteration 3F: 3 clusters Score -773807.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -774458.750000 Penalty: 4493.520996
	Iteration 4F: 3 clusters Score -774458.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -775016.937500 Penalty: 4493.520996
	Iteration 5F: 3 clusters Score -775016.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -775435.437500 Penalty: 4493.520996
	Iteration 6F: 3 clusters Score -775435.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -775739.625000 Penalty: 4493.520996
	Iteration 7F: 3 clusters Score -775739.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -776021.750000 Penalty: 4493.520996
	Iteration 8Q: 3 clusters Score -776021.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -776287.812500 Penalty: 4493.520996
	Iteration 9Q: 3 clusters Score -776287.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -776531.000000 Penalty: 4493.520996
	Iteration 10Q: 3 clusters Score -776531 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -776759.812500 Penalty: 4493.520996
	Iteration 11Q: 3 clusters Score -776759.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -776960.437500 Penalty: 4493.520996
	Iteration 12Q: 3 clusters Score -776960.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -777113.437500 Penalty: 4493.520996
	Iteration 13Q: 3 clusters Score -777113.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -777235.562500 Penalty: 4493.520996
	Iteration 14Q: 3 clusters Score -777235.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -777319.000000 Penalty: 4493.520996
	Iteration 15Q: 3 clusters Score -777319 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -777397.687500 Penalty: 4493.520996
	Iteration 16Q: 3 clusters Score -777397.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -777464.500000 Penalty: 4493.520996
	Iteration 17Q: 3 clusters Score -777464.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -777512.187500 Penalty: 4493.520996
	Iteration 18Q: 3 clusters Score -777512.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -777547.437500 Penalty: 4493.520996
	Iteration 19Q: 3 clusters Score -777547.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -777573.375000 Penalty: 4493.520996
	Iteration 20F: 3 clusters Score -777573.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -777593.187500 Penalty: 4493.520996
	Iteration 21Q: 3 clusters Score -777593.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -777611.250000 Penalty: 4493.520996
	Iteration 22Q: 3 clusters Score -777611.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -777623.937500 Penalty: 4493.520996
	Iteration 23Q: 3 clusters Score -777623.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -777630.875000 Penalty: 4493.520996
	Iteration 24Q: 3 clusters Score -777630.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -777641.687500 Penalty: 4493.520996
	Iteration 25Q: 3 clusters Score -777641.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -777655.937500 Penalty: 4493.520996
	Iteration 26Q: 3 clusters Score -777655.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -777667.000000 Penalty: 4493.520996
	Iteration 27Q: 3 clusters Score -777667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -777673.500000 Penalty: 4493.520996
	Iteration 28Q: 3 clusters Score -777673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -777673.937500 Penalty: 4493.520996
	Iteration 29Q: 3 clusters Score -777673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -777674.437500 Penalty: 4493.520996
	Iteration 30Q: 3 clusters Score -777674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -777674.625000 Penalty: 4493.520996
	Iteration 31Q: 3 clusters Score -777674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -777674.625000 Penalty: 4493.520996
	Iteration 32F: 3 clusters Score -777674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 97002 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 17772 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59787 members 
Mstep: Class 31 contains 45064 members 
Mstep: Class 32 contains 32287 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8875 members 
Mstep: Class 42 contains 7300 members 
Entering Unmasked Estep 
Score: -58916112.000000 Penalty: 139028.390625
Splitting cluster 5 changes total score from -58916852.000000 to -58916112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -243096.640625 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -243096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -239832.750000 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -239832.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -240673.046875 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -240673 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -241009.593750 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -241009.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -241287.437500 Penalty: 3994.254639
	Iteration 3F: 3 clusters Score -241287.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -241509.531250 Penalty: 3994.254639
	Iteration 4F: 3 clusters Score -241509.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -241674.359375 Penalty: 3994.254639
	Iteration 5Q: 3 clusters Score -241674.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -241811.390625 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -241811.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -241950.562500 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -241950.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -242050.078125 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -242050.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -242122.171875 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -242122.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -242194.468750 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -242194.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -242243.328125 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -242243.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -242275.296875 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -242275.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -242307.078125 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -242307.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -242330.750000 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -242330.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -242354.750000 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -242354.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -242373.843750 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -242373.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -242391.828125 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -242391.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -242403.765625 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -242403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -242409.312500 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -242409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -242420.328125 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -242420.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -242433.750000 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -242433.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -242452.531250 Penalty: 3994.254639
	Iteration 22Q: 3 clusters Score -242452.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -242472.312500 Penalty: 3994.254639
	Iteration 23Q: 3 clusters Score -242472.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -242489.218750 Penalty: 3994.254639
	Iteration 24Q: 3 clusters Score -242489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -242502.125000 Penalty: 3994.254639
	Iteration 25Q: 3 clusters Score -242502.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -242511.078125 Penalty: 3994.254639
	Iteration 26Q: 3 clusters Score -242511.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -242519.828125 Penalty: 3994.254639
	Iteration 27Q: 3 clusters Score -242519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -242535.375000 Penalty: 3994.254639
	Iteration 28Q: 3 clusters Score -242535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -242541.203125 Penalty: 3994.254639
	Iteration 29Q: 3 clusters Score -242541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -242547.921875 Penalty: 3994.254639
	Iteration 30Q: 3 clusters Score -242547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -242551.703125 Penalty: 3994.254639
	Iteration 31Q: 3 clusters Score -242551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -242553.515625 Penalty: 3994.254639
	Iteration 32Q: 3 clusters Score -242553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -242557.718750 Penalty: 3994.254639
	Iteration 33Q: 3 clusters Score -242557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -242560.328125 Penalty: 3994.254639
	Iteration 34Q: 3 clusters Score -242560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -242563.218750 Penalty: 3994.254639
	Iteration 35Q: 3 clusters Score -242563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -242565.781250 Penalty: 3994.254639
	Iteration 36Q: 3 clusters Score -242565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -242567.531250 Penalty: 3994.254639
	Iteration 37Q: 3 clusters Score -242567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -242568.546875 Penalty: 3994.254639
	Iteration 38Q: 3 clusters Score -242568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -242569.203125 Penalty: 3994.254639
	Iteration 39Q: 3 clusters Score -242569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -242569.203125 Penalty: 3994.254639
	Iteration 40F: 3 clusters Score -242569.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Entering Unmasked Estep 
Score: -1163091.375000 Penalty: 2338.709229
	Iteration 0F: 2 clusters Score -1163091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1153930.625000 Penalty: 4677.418457
	Iteration 0F: 3 clusters Score -1153931 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1157006.500000 Penalty: 4677.418457
	Iteration 1F: 3 clusters Score -1157006 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1157418.750000 Penalty: 4677.418457
	Iteration 2F: 3 clusters Score -1157419 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1157682.000000 Penalty: 4677.418457
	Iteration 3Q: 3 clusters Score -1157682 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1157900.250000 Penalty: 4677.418457
	Iteration 4Q: 3 clusters Score -1157900 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1158126.250000 Penalty: 4677.418457
	Iteration 5Q: 3 clusters Score -1158126 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1158445.625000 Penalty: 4677.418457
	Iteration 6Q: 3 clusters Score -1158446 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1158815.625000 Penalty: 4677.418457
	Iteration 7Q: 3 clusters Score -1158816 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1159338.750000 Penalty: 4677.418457
	Iteration 8F: 3 clusters Score -1159339 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1159871.750000 Penalty: 4677.418457
	Iteration 9F: 3 clusters Score -1159872 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1160314.375000 Penalty: 4677.418457
	Iteration 10F: 3 clusters Score -1160314 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1160629.625000 Penalty: 4677.418457
	Iteration 11Q: 3 clusters Score -1160630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1160853.750000 Penalty: 4677.418457
	Iteration 12Q: 3 clusters Score -1160854 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1160995.750000 Penalty: 4677.418457
	Iteration 13Q: 3 clusters Score -1160996 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1161108.375000 Penalty: 4677.418457
	Iteration 14Q: 3 clusters Score -1161108 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1161200.875000 Penalty: 4677.418457
	Iteration 15Q: 3 clusters Score -1161201 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1161257.250000 Penalty: 4677.418457
	Iteration 16Q: 3 clusters Score -1161257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1161299.750000 Penalty: 4677.418457
	Iteration 17Q: 3 clusters Score -1161300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1161343.625000 Penalty: 4677.418457
	Iteration 18Q: 3 clusters Score -1161344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1161386.125000 Penalty: 4677.418457
	Iteration 19Q: 3 clusters Score -1161386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1161417.750000 Penalty: 4677.418457
	Iteration 20F: 3 clusters Score -1161418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1161443.375000 Penalty: 4677.418457
	Iteration 21Q: 3 clusters Score -1161443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1161472.750000 Penalty: 4677.418457
	Iteration 22Q: 3 clusters Score -1161473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1161502.125000 Penalty: 4677.418457
	Iteration 23Q: 3 clusters Score -1161502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1161523.250000 Penalty: 4677.418457
	Iteration 24Q: 3 clusters Score -1161523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1161541.750000 Penalty: 4677.418457
	Iteration 25Q: 3 clusters Score -1161542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1161559.625000 Penalty: 4677.418457
	Iteration 26Q: 3 clusters Score -1161560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1161565.250000 Penalty: 4677.418457
	Iteration 27Q: 3 clusters Score -1161565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1161575.375000 Penalty: 4677.418457
	Iteration 28Q: 3 clusters Score -1161575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1161584.875000 Penalty: 4677.418457
	Iteration 29Q: 3 clusters Score -1161585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1161597.250000 Penalty: 4677.418457
	Iteration 30Q: 3 clusters Score -1161597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1161608.375000 Penalty: 4677.418457
	Iteration 31Q: 3 clusters Score -1161608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1161617.875000 Penalty: 4677.418457
	Iteration 32Q: 3 clusters Score -1161618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1161623.000000 Penalty: 4677.418457
	Iteration 33Q: 3 clusters Score -1161623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1161626.875000 Penalty: 4677.418457
	Iteration 34Q: 3 clusters Score -1161627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1161636.625000 Penalty: 4677.418457
	Iteration 35Q: 3 clusters Score -1161637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1161643.875000 Penalty: 4677.418457
	Iteration 36Q: 3 clusters Score -1161644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1161647.375000 Penalty: 4677.418457
	Iteration 37Q: 3 clusters Score -1161647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1161656.000000 Penalty: 4677.418457
	Iteration 38Q: 3 clusters Score -1161656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1161664.500000 Penalty: 4677.418457
	Iteration 39Q: 3 clusters Score -1161664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1161676.000000 Penalty: 4677.418457
	Iteration 40F: 3 clusters Score -1161676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1161682.875000 Penalty: 4677.418457
	Iteration 41Q: 3 clusters Score -1161683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1161692.125000 Penalty: 4677.418457
	Iteration 42Q: 3 clusters Score -1161692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1161699.125000 Penalty: 4677.418457
	Iteration 43Q: 3 clusters Score -1161699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1161710.875000 Penalty: 4677.418457
	Iteration 44Q: 3 clusters Score -1161711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1161722.625000 Penalty: 4677.418457
	Iteration 45Q: 3 clusters Score -1161723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1161739.625000 Penalty: 4677.418457
	Iteration 46Q: 3 clusters Score -1161740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1161757.625000 Penalty: 4677.418457
	Iteration 47Q: 3 clusters Score -1161758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1161781.750000 Penalty: 4677.418457
	Iteration 48Q: 3 clusters Score -1161782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1161813.000000 Penalty: 4677.418457
	Iteration 49Q: 3 clusters Score -1161813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1161859.375000 Penalty: 4677.418457
	Iteration 50Q: 3 clusters Score -1161859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1161924.000000 Penalty: 4677.418457
	Iteration 51Q: 3 clusters Score -1161924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1161980.250000 Penalty: 4677.418457
	Iteration 52Q: 3 clusters Score -1161980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1162010.375000 Penalty: 4677.418457
	Iteration 53Q: 3 clusters Score -1162010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1162022.875000 Penalty: 4677.418457
	Iteration 54Q: 3 clusters Score -1162023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1162039.625000 Penalty: 4677.418457
	Iteration 55Q: 3 clusters Score -1162040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1162044.375000 Penalty: 4677.418457
	Iteration 56Q: 3 clusters Score -1162044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1162050.500000 Penalty: 4677.418457
	Iteration 57Q: 3 clusters Score -1162050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1162055.250000 Penalty: 4677.418457
	Iteration 58Q: 3 clusters Score -1162055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1162058.250000 Penalty: 4677.418457
	Iteration 59Q: 3 clusters Score -1162058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1162057.500000 Penalty: 4677.418457
	Iteration 60F: 3 clusters Score -1162058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1162056.625000 Penalty: 4677.418457
	Iteration 61Q: 3 clusters Score -1162057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1162056.625000 Penalty: 4677.418457
	Iteration 62F: 3 clusters Score -1162057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -552302.000000 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -552302 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 2921 members 
Entering Unmasked Estep 
Score: -547303.187500 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -547303.2 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -548669.000000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -548669 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -549320.812500 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -549320.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -550198.937500 Penalty: 4297.288574
	Iteration 3F: 3 clusters Score -550198.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -551208.125000 Penalty: 4297.288574
	Iteration 4F: 3 clusters Score -551208.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -551916.687500 Penalty: 4297.288574
	Iteration 5F: 3 clusters Score -551916.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -552339.062500 Penalty: 4297.288574
	Iteration 6F: 3 clusters Score -552339.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -552576.000000 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -552576 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -552739.312500 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -552739.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -552832.125000 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -552832.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -552888.250000 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -552888.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -552928.062500 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -552928.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -552953.875000 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -552953.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -552966.875000 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -552966.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -552976.750000 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -552976.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -552983.375000 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -552983.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -552992.437500 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -552992.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -552999.562500 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -552999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -553002.562500 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -553002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -553006.562500 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -553006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -553011.312500 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -553011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -553013.562500 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -553013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -553017.125000 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -553017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -553018.625000 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -553018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -553021.125000 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -553021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -553022.375000 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -553022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -553022.312500 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -553022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -553024.937500 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -553024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -553026.812500 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -553026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -553027.375000 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -553027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -553027.125000 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -553027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -553027.437500 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -553027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -553028.062500 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -553028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -553028.687500 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -553028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -553031.312500 Penalty: 4297.288574
	Iteration 34Q: 3 clusters Score -553031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -553030.750000 Penalty: 4297.288574
	Iteration 35Q: 3 clusters Score -553030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -553030.750000 Penalty: 4297.288574
	Iteration 36F: 3 clusters Score -553030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 97002 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 17772 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59787 members 
Mstep: Class 31 contains 45064 members 
Mstep: Class 32 contains 32287 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8875 members 
Mstep: Class 42 contains 2667 members 
Entering Unmasked Estep 
Score: -58916460.000000 Penalty: 139028.390625
Splitting cluster 8 changes total score from -58916852.000000 to -58916460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -486864.843750 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -486864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -482499.218750 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -482499.2 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -483554.531250 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -483554.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -483857.406250 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -483857.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -484173.750000 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -484173.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -484524.125000 Penalty: 4205.621582
	Iteration 4F: 3 clusters Score -484524.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -484870.031250 Penalty: 4205.621582
	Iteration 5F: 3 clusters Score -484870 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -485139.531250 Penalty: 4205.621582
	Iteration 6F: 3 clusters Score -485139.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -485288.250000 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -485288.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -485374.656250 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -485374.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -485444.718750 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -485444.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -485498.281250 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -485498.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -485536.218750 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -485536.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -485554.625000 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -485554.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -485567.375000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -485567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -485576.781250 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -485576.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -485585.281250 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -485585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -485592.875000 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -485592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -485599.937500 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -485599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -485605.218750 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -485605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -485610.625000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -485610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -485615.406250 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -485615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -485617.656250 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -485617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -485621.781250 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -485621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -485624.906250 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -485624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -485626.000000 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -485626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -485627.156250 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -485627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -485627.156250 Penalty: 4205.621582
	Iteration 26F: 3 clusters Score -485627.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Entering Unmasked Estep 
Score: -1469175.250000 Penalty: 2385.923828
	Iteration 0F: 2 clusters Score -1469175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1458274.125000 Penalty: 4771.847656
	Iteration 0F: 3 clusters Score -1458274 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1461801.375000 Penalty: 4771.847656
	Iteration 1F: 3 clusters Score -1461801 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1462271.750000 Penalty: 4771.847656
	Iteration 2F: 3 clusters Score -1462272 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1462650.375000 Penalty: 4771.847656
	Iteration 3F: 3 clusters Score -1462650 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1462963.375000 Penalty: 4771.847656
	Iteration 4Q: 3 clusters Score -1462963 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1463249.750000 Penalty: 4771.847656
	Iteration 5Q: 3 clusters Score -1463250 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1463490.250000 Penalty: 4771.847656
	Iteration 6Q: 3 clusters Score -1463490 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1463741.250000 Penalty: 4771.847656
	Iteration 7Q: 3 clusters Score -1463741 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1464010.000000 Penalty: 4771.847656
	Iteration 8Q: 3 clusters Score -1464010 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1464276.750000 Penalty: 4771.847656
	Iteration 9Q: 3 clusters Score -1464277 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1464541.875000 Penalty: 4771.847656
	Iteration 10Q: 3 clusters Score -1464542 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1464795.125000 Penalty: 4771.847656
	Iteration 11Q: 3 clusters Score -1464795 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1465078.750000 Penalty: 4771.847656
	Iteration 12Q: 3 clusters Score -1465079 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1465351.500000 Penalty: 4771.847656
	Iteration 13Q: 3 clusters Score -1465352 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1465641.375000 Penalty: 4771.847656
	Iteration 14Q: 3 clusters Score -1465641 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1465906.750000 Penalty: 4771.847656
	Iteration 15Q: 3 clusters Score -1465907 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1466115.625000 Penalty: 4771.847656
	Iteration 16Q: 3 clusters Score -1466116 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1466275.125000 Penalty: 4771.847656
	Iteration 17Q: 3 clusters Score -1466275 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1466443.375000 Penalty: 4771.847656
	Iteration 18Q: 3 clusters Score -1466443 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1466609.625000 Penalty: 4771.847656
	Iteration 19Q: 3 clusters Score -1466610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1466757.000000 Penalty: 4771.847656
	Iteration 20F: 3 clusters Score -1466757 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1466871.125000 Penalty: 4771.847656
	Iteration 21Q: 3 clusters Score -1466871 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1466973.250000 Penalty: 4771.847656
	Iteration 22Q: 3 clusters Score -1466973 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1467068.375000 Penalty: 4771.847656
	Iteration 23Q: 3 clusters Score -1467068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1467148.875000 Penalty: 4771.847656
	Iteration 24Q: 3 clusters Score -1467149 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1467215.750000 Penalty: 4771.847656
	Iteration 25Q: 3 clusters Score -1467216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1467262.875000 Penalty: 4771.847656
	Iteration 26Q: 3 clusters Score -1467263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1467309.250000 Penalty: 4771.847656
	Iteration 27Q: 3 clusters Score -1467309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1467343.625000 Penalty: 4771.847656
	Iteration 28Q: 3 clusters Score -1467344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1467367.125000 Penalty: 4771.847656
	Iteration 29Q: 3 clusters Score -1467367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1467386.125000 Penalty: 4771.847656
	Iteration 30Q: 3 clusters Score -1467386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1467408.750000 Penalty: 4771.847656
	Iteration 31Q: 3 clusters Score -1467409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1467442.375000 Penalty: 4771.847656
	Iteration 32Q: 3 clusters Score -1467442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1467466.000000 Penalty: 4771.847656
	Iteration 33Q: 3 clusters Score -1467466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1467479.000000 Penalty: 4771.847656
	Iteration 34Q: 3 clusters Score -1467479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1467489.875000 Penalty: 4771.847656
	Iteration 35Q: 3 clusters Score -1467490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1467501.750000 Penalty: 4771.847656
	Iteration 36Q: 3 clusters Score -1467502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1467506.250000 Penalty: 4771.847656
	Iteration 37Q: 3 clusters Score -1467506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1467508.375000 Penalty: 4771.847656
	Iteration 38Q: 3 clusters Score -1467508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1467515.375000 Penalty: 4771.847656
	Iteration 39Q: 3 clusters Score -1467515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1467521.500000 Penalty: 4771.847656
	Iteration 40F: 3 clusters Score -1467522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1467525.125000 Penalty: 4771.847656
	Iteration 41Q: 3 clusters Score -1467525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1467529.625000 Penalty: 4771.847656
	Iteration 42Q: 3 clusters Score -1467530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1467532.625000 Penalty: 4771.847656
	Iteration 43Q: 3 clusters Score -1467533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1467534.125000 Penalty: 4771.847656
	Iteration 44Q: 3 clusters Score -1467534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1467533.875000 Penalty: 4771.847656
	Iteration 45Q: 3 clusters Score -1467534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1467531.250000 Penalty: 4771.847656
	Iteration 46Q: 3 clusters Score -1467531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1467532.625000 Penalty: 4771.847656
	Iteration 47Q: 3 clusters Score -1467533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1467536.875000 Penalty: 4771.847656
	Iteration 48Q: 3 clusters Score -1467537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1467538.375000 Penalty: 4771.847656
	Iteration 49Q: 3 clusters Score -1467538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1467540.125000 Penalty: 4771.847656
	Iteration 50Q: 3 clusters Score -1467540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1467540.000000 Penalty: 4771.847656
	Iteration 51Q: 3 clusters Score -1467540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1467542.750000 Penalty: 4771.847656
	Iteration 52Q: 3 clusters Score -1467543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1467544.125000 Penalty: 4771.847656
	Iteration 53Q: 3 clusters Score -1467544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1467546.000000 Penalty: 4771.847656
	Iteration 54Q: 3 clusters Score -1467546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1467545.250000 Penalty: 4771.847656
	Iteration 55Q: 3 clusters Score -1467545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1467545.250000 Penalty: 4771.847656
	Iteration 56F: 3 clusters Score -1467545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Entering Unmasked Estep 
Score: -2439169.750000 Penalty: 2512.493408
	Iteration 0F: 2 clusters Score -2439170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2421808.250000 Penalty: 5024.986816
	Iteration 0F: 3 clusters Score -2421808 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2428073.000000 Penalty: 5024.986816
	Iteration 1F: 3 clusters Score -2428073 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2428775.750000 Penalty: 5024.986816
	Iteration 2F: 3 clusters Score -2428776 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2429516.250000 Penalty: 5024.986816
	Iteration 3F: 3 clusters Score -2429516 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2430287.250000 Penalty: 5024.986816
	Iteration 4F: 3 clusters Score -2430287 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2431120.000000 Penalty: 5024.986816
	Iteration 5F: 3 clusters Score -2431120 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2431918.250000 Penalty: 5024.986816
	Iteration 6F: 3 clusters Score -2431918 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2432674.500000 Penalty: 5024.986816
	Iteration 7F: 3 clusters Score -2432674 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2433387.750000 Penalty: 5024.986816
	Iteration 8Q: 3 clusters Score -2433388 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2433988.750000 Penalty: 5024.986816
	Iteration 9Q: 3 clusters Score -2433989 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2434530.000000 Penalty: 5024.986816
	Iteration 10Q: 3 clusters Score -2434530 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2435018.250000 Penalty: 5024.986816
	Iteration 11Q: 3 clusters Score -2435018 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2435399.500000 Penalty: 5024.986816
	Iteration 12Q: 3 clusters Score -2435400 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2435665.750000 Penalty: 5024.986816
	Iteration 13Q: 3 clusters Score -2435666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2435857.500000 Penalty: 5024.986816
	Iteration 14Q: 3 clusters Score -2435858 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2436022.250000 Penalty: 5024.986816
	Iteration 15Q: 3 clusters Score -2436022 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2436143.000000 Penalty: 5024.986816
	Iteration 16Q: 3 clusters Score -2436143 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2436219.750000 Penalty: 5024.986816
	Iteration 17Q: 3 clusters Score -2436220 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2436276.750000 Penalty: 5024.986816
	Iteration 18Q: 3 clusters Score -2436277 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2436342.500000 Penalty: 5024.986816
	Iteration 19Q: 3 clusters Score -2436342 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2436397.250000 Penalty: 5024.986816
	Iteration 20F: 3 clusters Score -2436397 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2436426.500000 Penalty: 5024.986816
	Iteration 21Q: 3 clusters Score -2436426 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2436458.750000 Penalty: 5024.986816
	Iteration 22Q: 3 clusters Score -2436459 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2436480.250000 Penalty: 5024.986816
	Iteration 23Q: 3 clusters Score -2436480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2436504.750000 Penalty: 5024.986816
	Iteration 24Q: 3 clusters Score -2436505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2436523.000000 Penalty: 5024.986816
	Iteration 25Q: 3 clusters Score -2436523 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2436533.250000 Penalty: 5024.986816
	Iteration 26Q: 3 clusters Score -2436533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2436535.500000 Penalty: 5024.986816
	Iteration 27Q: 3 clusters Score -2436536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2436549.000000 Penalty: 5024.986816
	Iteration 28Q: 3 clusters Score -2436549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2436560.750000 Penalty: 5024.986816
	Iteration 29Q: 3 clusters Score -2436561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2436567.000000 Penalty: 5024.986816
	Iteration 30Q: 3 clusters Score -2436567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2436564.000000 Penalty: 5024.986816
	Iteration 31Q: 3 clusters Score -2436564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2436573.750000 Penalty: 5024.986816
	Iteration 32Q: 3 clusters Score -2436574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2436578.750000 Penalty: 5024.986816
	Iteration 33Q: 3 clusters Score -2436579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2436582.500000 Penalty: 5024.986816
	Iteration 34Q: 3 clusters Score -2436582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2436594.000000 Penalty: 5024.986816
	Iteration 35Q: 3 clusters Score -2436594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2436595.000000 Penalty: 5024.986816
	Iteration 36Q: 3 clusters Score -2436595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2436592.500000 Penalty: 5024.986816
	Iteration 37Q: 3 clusters Score -2436592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2436599.250000 Penalty: 5024.986816
	Iteration 38Q: 3 clusters Score -2436599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2436599.750000 Penalty: 5024.986816
	Iteration 39Q: 3 clusters Score -2436600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2436607.000000 Penalty: 5024.986816
	Iteration 40F: 3 clusters Score -2436607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2436603.250000 Penalty: 5024.986816
	Iteration 41Q: 3 clusters Score -2436603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2436612.000000 Penalty: 5024.986816
	Iteration 42Q: 3 clusters Score -2436612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2436606.250000 Penalty: 5024.986816
	Iteration 43Q: 3 clusters Score -2436606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2436607.750000 Penalty: 5024.986816
	Iteration 44Q: 3 clusters Score -2436608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2436609.000000 Penalty: 5024.986816
	Iteration 45Q: 3 clusters Score -2436609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2436607.250000 Penalty: 5024.986816
	Iteration 46Q: 3 clusters Score -2436607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2436610.750000 Penalty: 5024.986816
	Iteration 47Q: 3 clusters Score -2436611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2436610.250000 Penalty: 5024.986816
	Iteration 48Q: 3 clusters Score -2436610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2436610.000000 Penalty: 5024.986816
	Iteration 49Q: 3 clusters Score -2436610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2436611.000000 Penalty: 5024.986816
	Iteration 50Q: 3 clusters Score -2436611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2436613.750000 Penalty: 5024.986816
	Iteration 51Q: 3 clusters Score -2436614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2436615.000000 Penalty: 5024.986816
	Iteration 52Q: 3 clusters Score -2436615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2436606.250000 Penalty: 5024.986816
	Iteration 53Q: 3 clusters Score -2436606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2436612.500000 Penalty: 5024.986816
	Iteration 54Q: 3 clusters Score -2436612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2436609.000000 Penalty: 5024.986816
	Iteration 55Q: 3 clusters Score -2436609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2436617.250000 Penalty: 5024.986816
	Iteration 56Q: 3 clusters Score -2436617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2436614.250000 Penalty: 5024.986816
	Iteration 57Q: 3 clusters Score -2436614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2436621.750000 Penalty: 5024.986816
	Iteration 58Q: 3 clusters Score -2436622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2436629.750000 Penalty: 5024.986816
	Iteration 59Q: 3 clusters Score -2436630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2436632.500000 Penalty: 5024.986816
	Iteration 60F: 3 clusters Score -2436632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2436631.000000 Penalty: 5024.986816
	Iteration 61Q: 3 clusters Score -2436631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2436629.000000 Penalty: 5024.986816
	Iteration 62Q: 3 clusters Score -2436629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2436632.250000 Penalty: 5024.986816
	Iteration 63Q: 3 clusters Score -2436632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2436632.750000 Penalty: 5024.986816
	Iteration 64Q: 3 clusters Score -2436633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2436634.500000 Penalty: 5024.986816
	Iteration 65Q: 3 clusters Score -2436634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2436634.250000 Penalty: 5024.986816
	Iteration 66Q: 3 clusters Score -2436634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2436634.750000 Penalty: 5024.986816
	Iteration 67Q: 3 clusters Score -2436635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2436633.250000 Penalty: 5024.986816
	Iteration 68Q: 3 clusters Score -2436633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2436633.250000 Penalty: 5024.986816
	Iteration 69Q: 3 clusters Score -2436633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2436633.250000 Penalty: 5024.986816
	Iteration 70F: 3 clusters Score -2436633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Entering Unmasked Estep 
Score: -1360743.375000 Penalty: 2388.607666
	Iteration 0F: 2 clusters Score -1360743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1349856.000000 Penalty: 4777.215332
	Iteration 0F: 3 clusters Score -1349856 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1354146.250000 Penalty: 4777.215332
	Iteration 1F: 3 clusters Score -1354146 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1355187.875000 Penalty: 4777.215332
	Iteration 2F: 3 clusters Score -1355188 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1355993.875000 Penalty: 4777.215332
	Iteration 3F: 3 clusters Score -1355994 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1356670.500000 Penalty: 4777.215332
	Iteration 4F: 3 clusters Score -1356670 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1357265.625000 Penalty: 4777.215332
	Iteration 5F: 3 clusters Score -1357266 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1357740.750000 Penalty: 4777.215332
	Iteration 6F: 3 clusters Score -1357741 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1358070.750000 Penalty: 4777.215332
	Iteration 7Q: 3 clusters Score -1358071 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1358333.000000 Penalty: 4777.215332
	Iteration 8Q: 3 clusters Score -1358333 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1358531.375000 Penalty: 4777.215332
	Iteration 9Q: 3 clusters Score -1358531 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1358682.875000 Penalty: 4777.215332
	Iteration 10Q: 3 clusters Score -1358683 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1358818.000000 Penalty: 4777.215332
	Iteration 11Q: 3 clusters Score -1358818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1358930.000000 Penalty: 4777.215332
	Iteration 12Q: 3 clusters Score -1358930 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1359032.875000 Penalty: 4777.215332
	Iteration 13Q: 3 clusters Score -1359033 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1359135.000000 Penalty: 4777.215332
	Iteration 14Q: 3 clusters Score -1359135 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1359258.750000 Penalty: 4777.215332
	Iteration 15Q: 3 clusters Score -1359259 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1359401.500000 Penalty: 4777.215332
	Iteration 16Q: 3 clusters Score -1359402 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1359534.250000 Penalty: 4777.215332
	Iteration 17Q: 3 clusters Score -1359534 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1359639.125000 Penalty: 4777.215332
	Iteration 18Q: 3 clusters Score -1359639 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1359734.375000 Penalty: 4777.215332
	Iteration 19Q: 3 clusters Score -1359734 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1359818.750000 Penalty: 4777.215332
	Iteration 20F: 3 clusters Score -1359819 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1359895.000000 Penalty: 4777.215332
	Iteration 21Q: 3 clusters Score -1359895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1359957.000000 Penalty: 4777.215332
	Iteration 22Q: 3 clusters Score -1359957 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1360005.125000 Penalty: 4777.215332
	Iteration 23Q: 3 clusters Score -1360005 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1360049.500000 Penalty: 4777.215332
	Iteration 24Q: 3 clusters Score -1360050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1360079.750000 Penalty: 4777.215332
	Iteration 25Q: 3 clusters Score -1360080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1360111.875000 Penalty: 4777.215332
	Iteration 26Q: 3 clusters Score -1360112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1360129.250000 Penalty: 4777.215332
	Iteration 27Q: 3 clusters Score -1360129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1360147.250000 Penalty: 4777.215332
	Iteration 28Q: 3 clusters Score -1360147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1360163.625000 Penalty: 4777.215332
	Iteration 29Q: 3 clusters Score -1360164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1360181.750000 Penalty: 4777.215332
	Iteration 30Q: 3 clusters Score -1360182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1360195.500000 Penalty: 4777.215332
	Iteration 31Q: 3 clusters Score -1360196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1360220.625000 Penalty: 4777.215332
	Iteration 32Q: 3 clusters Score -1360221 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1360234.000000 Penalty: 4777.215332
	Iteration 33Q: 3 clusters Score -1360234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1360252.500000 Penalty: 4777.215332
	Iteration 34Q: 3 clusters Score -1360252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1360265.375000 Penalty: 4777.215332
	Iteration 35Q: 3 clusters Score -1360265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1360277.750000 Penalty: 4777.215332
	Iteration 36Q: 3 clusters Score -1360278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1360295.375000 Penalty: 4777.215332
	Iteration 37Q: 3 clusters Score -1360295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1360309.625000 Penalty: 4777.215332
	Iteration 38Q: 3 clusters Score -1360310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1360315.625000 Penalty: 4777.215332
	Iteration 39Q: 3 clusters Score -1360316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1360321.750000 Penalty: 4777.215332
	Iteration 40F: 3 clusters Score -1360322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1360327.750000 Penalty: 4777.215332
	Iteration 41Q: 3 clusters Score -1360328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1360333.375000 Penalty: 4777.215332
	Iteration 42Q: 3 clusters Score -1360333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1360342.625000 Penalty: 4777.215332
	Iteration 43Q: 3 clusters Score -1360343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1360348.375000 Penalty: 4777.215332
	Iteration 44Q: 3 clusters Score -1360348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1360354.625000 Penalty: 4777.215332
	Iteration 45Q: 3 clusters Score -1360355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1360360.625000 Penalty: 4777.215332
	Iteration 46Q: 3 clusters Score -1360361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1360362.375000 Penalty: 4777.215332
	Iteration 47Q: 3 clusters Score -1360362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1360370.500000 Penalty: 4777.215332
	Iteration 48Q: 3 clusters Score -1360370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1360379.250000 Penalty: 4777.215332
	Iteration 49Q: 3 clusters Score -1360379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1360388.250000 Penalty: 4777.215332
	Iteration 50Q: 3 clusters Score -1360388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1360387.125000 Penalty: 4777.215332
	Iteration 51Q: 3 clusters Score -1360387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1360400.500000 Penalty: 4777.215332
	Iteration 52Q: 3 clusters Score -1360400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1360400.500000 Penalty: 4777.215332
	Iteration 53Q: 3 clusters Score -1360400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1360404.750000 Penalty: 4777.215332
	Iteration 54Q: 3 clusters Score -1360405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1360408.500000 Penalty: 4777.215332
	Iteration 55Q: 3 clusters Score -1360408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1360413.625000 Penalty: 4777.215332
	Iteration 56Q: 3 clusters Score -1360414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1360417.750000 Penalty: 4777.215332
	Iteration 57Q: 3 clusters Score -1360418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1360420.250000 Penalty: 4777.215332
	Iteration 58Q: 3 clusters Score -1360420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1360419.000000 Penalty: 4777.215332
	Iteration 59Q: 3 clusters Score -1360419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1360424.000000 Penalty: 4777.215332
	Iteration 60F: 3 clusters Score -1360424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1360428.125000 Penalty: 4777.215332
	Iteration 61Q: 3 clusters Score -1360428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1360431.250000 Penalty: 4777.215332
	Iteration 62Q: 3 clusters Score -1360431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1360432.625000 Penalty: 4777.215332
	Iteration 63Q: 3 clusters Score -1360433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1360438.125000 Penalty: 4777.215332
	Iteration 64Q: 3 clusters Score -1360438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1360443.125000 Penalty: 4777.215332
	Iteration 65Q: 3 clusters Score -1360443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1360442.125000 Penalty: 4777.215332
	Iteration 66Q: 3 clusters Score -1360442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1360443.500000 Penalty: 4777.215332
	Iteration 67Q: 3 clusters Score -1360444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1360447.875000 Penalty: 4777.215332
	Iteration 68Q: 3 clusters Score -1360448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1360451.000000 Penalty: 4777.215332
	Iteration 69Q: 3 clusters Score -1360451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1360451.500000 Penalty: 4777.215332
	Iteration 70Q: 3 clusters Score -1360452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1360456.750000 Penalty: 4777.215332
	Iteration 71Q: 3 clusters Score -1360457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1360459.875000 Penalty: 4777.215332
	Iteration 72Q: 3 clusters Score -1360460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1360462.625000 Penalty: 4777.215332
	Iteration 73Q: 3 clusters Score -1360463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1360468.750000 Penalty: 4777.215332
	Iteration 74Q: 3 clusters Score -1360469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1360469.875000 Penalty: 4777.215332
	Iteration 75Q: 3 clusters Score -1360470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1360470.000000 Penalty: 4777.215332
	Iteration 76Q: 3 clusters Score -1360470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1360473.625000 Penalty: 4777.215332
	Iteration 77Q: 3 clusters Score -1360474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1360480.250000 Penalty: 4777.215332
	Iteration 78Q: 3 clusters Score -1360480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1360480.500000 Penalty: 4777.215332
	Iteration 79Q: 3 clusters Score -1360480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1360483.375000 Penalty: 4777.215332
	Iteration 80F: 3 clusters Score -1360483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1360493.750000 Penalty: 4777.215332
	Iteration 81Q: 3 clusters Score -1360494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1360498.375000 Penalty: 4777.215332
	Iteration 82Q: 3 clusters Score -1360498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1360502.875000 Penalty: 4777.215332
	Iteration 83Q: 3 clusters Score -1360503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1360510.625000 Penalty: 4777.215332
	Iteration 84Q: 3 clusters Score -1360511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1360518.625000 Penalty: 4777.215332
	Iteration 85Q: 3 clusters Score -1360519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1360525.875000 Penalty: 4777.215332
	Iteration 86Q: 3 clusters Score -1360526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1360527.625000 Penalty: 4777.215332
	Iteration 87Q: 3 clusters Score -1360528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1360536.250000 Penalty: 4777.215332
	Iteration 88Q: 3 clusters Score -1360536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1360541.000000 Penalty: 4777.215332
	Iteration 89Q: 3 clusters Score -1360541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1360544.625000 Penalty: 4777.215332
	Iteration 90Q: 3 clusters Score -1360545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1360547.375000 Penalty: 4777.215332
	Iteration 91Q: 3 clusters Score -1360547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1360552.750000 Penalty: 4777.215332
	Iteration 92Q: 3 clusters Score -1360553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1360555.500000 Penalty: 4777.215332
	Iteration 93Q: 3 clusters Score -1360556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1360553.375000 Penalty: 4777.215332
	Iteration 94Q: 3 clusters Score -1360553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1360556.875000 Penalty: 4777.215332
	Iteration 95Q: 3 clusters Score -1360557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1360558.500000 Penalty: 4777.215332
	Iteration 96Q: 3 clusters Score -1360558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1360556.125000 Penalty: 4777.215332
	Iteration 97Q: 3 clusters Score -1360556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1360557.250000 Penalty: 4777.215332
	Iteration 98Q: 3 clusters Score -1360557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1360555.250000 Penalty: 4777.215332
	Iteration 99Q: 3 clusters Score -1360555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1360558.000000 Penalty: 4777.215332
	Iteration 100F: 3 clusters Score -1360558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1360559.500000 Penalty: 4777.215332
	Iteration 101Q: 3 clusters Score -1360560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1360557.250000 Penalty: 4777.215332
	Iteration 102Q: 3 clusters Score -1360557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1360562.375000 Penalty: 4777.215332
	Iteration 103Q: 3 clusters Score -1360562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1360562.500000 Penalty: 4777.215332
	Iteration 104Q: 3 clusters Score -1360562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1360561.125000 Penalty: 4777.215332
	Iteration 105Q: 3 clusters Score -1360561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1360561.625000 Penalty: 4777.215332
	Iteration 106Q: 3 clusters Score -1360562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1360562.875000 Penalty: 4777.215332
	Iteration 107Q: 3 clusters Score -1360563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1360566.750000 Penalty: 4777.215332
	Iteration 108Q: 3 clusters Score -1360567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1360565.750000 Penalty: 4777.215332
	Iteration 109Q: 3 clusters Score -1360566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1360565.250000 Penalty: 4777.215332
	Iteration 110Q: 3 clusters Score -1360565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1360565.625000 Penalty: 4777.215332
	Iteration 111Q: 3 clusters Score -1360566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1360568.000000 Penalty: 4777.215332
	Iteration 112Q: 3 clusters Score -1360568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1360571.125000 Penalty: 4777.215332
	Iteration 113Q: 3 clusters Score -1360571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1360572.750000 Penalty: 4777.215332
	Iteration 114Q: 3 clusters Score -1360573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1360571.500000 Penalty: 4777.215332
	Iteration 115Q: 3 clusters Score -1360572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1360572.500000 Penalty: 4777.215332
	Iteration 116Q: 3 clusters Score -1360572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1360573.000000 Penalty: 4777.215332
	Iteration 117Q: 3 clusters Score -1360573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1360572.125000 Penalty: 4777.215332
	Iteration 118Q: 3 clusters Score -1360572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1360571.375000 Penalty: 4777.215332
	Iteration 119Q: 3 clusters Score -1360571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1360575.750000 Penalty: 4777.215332
	Iteration 120F: 3 clusters Score -1360576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1360577.375000 Penalty: 4777.215332
	Iteration 121Q: 3 clusters Score -1360577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1360576.500000 Penalty: 4777.215332
	Iteration 122Q: 3 clusters Score -1360576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1360577.250000 Penalty: 4777.215332
	Iteration 123Q: 3 clusters Score -1360577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1360576.500000 Penalty: 4777.215332
	Iteration 124Q: 3 clusters Score -1360576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1360578.000000 Penalty: 4777.215332
	Iteration 125Q: 3 clusters Score -1360578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1360577.875000 Penalty: 4777.215332
	Iteration 126Q: 3 clusters Score -1360578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1360578.125000 Penalty: 4777.215332
	Iteration 127Q: 3 clusters Score -1360578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1360580.125000 Penalty: 4777.215332
	Iteration 128Q: 3 clusters Score -1360580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1360579.750000 Penalty: 4777.215332
	Iteration 129Q: 3 clusters Score -1360580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1360580.375000 Penalty: 4777.215332
	Iteration 130Q: 3 clusters Score -1360580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1360581.250000 Penalty: 4777.215332
	Iteration 131Q: 3 clusters Score -1360581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1360580.250000 Penalty: 4777.215332
	Iteration 132Q: 3 clusters Score -1360580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1360582.875000 Penalty: 4777.215332
	Iteration 133Q: 3 clusters Score -1360583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1360582.250000 Penalty: 4777.215332
	Iteration 134Q: 3 clusters Score -1360582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1360579.500000 Penalty: 4777.215332
	Iteration 135Q: 3 clusters Score -1360580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1360580.500000 Penalty: 4777.215332
	Iteration 136Q: 3 clusters Score -1360580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1360580.375000 Penalty: 4777.215332
	Iteration 137Q: 3 clusters Score -1360580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1360579.625000 Penalty: 4777.215332
	Iteration 138Q: 3 clusters Score -1360580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1360579.625000 Penalty: 4777.215332
	Iteration 139F: 3 clusters Score -1360580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Entering Unmasked Estep 
Score: -1351286.000000 Penalty: 2372.346924
	Iteration 0F: 2 clusters Score -1351286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1340769.500000 Penalty: 4744.693848
	Iteration 0F: 3 clusters Score -1340770 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1344261.875000 Penalty: 4744.693848
	Iteration 1F: 3 clusters Score -1344262 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1344797.000000 Penalty: 4744.693848
	Iteration 2F: 3 clusters Score -1344797 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1345300.125000 Penalty: 4744.693848
	Iteration 3F: 3 clusters Score -1345300 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1345828.000000 Penalty: 4744.693848
	Iteration 4F: 3 clusters Score -1345828 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1346336.500000 Penalty: 4744.693848
	Iteration 5F: 3 clusters Score -1346336 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1346855.000000 Penalty: 4744.693848
	Iteration 6F: 3 clusters Score -1346855 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1347312.500000 Penalty: 4744.693848
	Iteration 7F: 3 clusters Score -1347312 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1347656.500000 Penalty: 4744.693848
	Iteration 8Q: 3 clusters Score -1347656 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1347918.250000 Penalty: 4744.693848
	Iteration 9Q: 3 clusters Score -1347918 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1348120.875000 Penalty: 4744.693848
	Iteration 10Q: 3 clusters Score -1348121 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1348263.500000 Penalty: 4744.693848
	Iteration 11Q: 3 clusters Score -1348264 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1348402.125000 Penalty: 4744.693848
	Iteration 12Q: 3 clusters Score -1348402 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1348533.875000 Penalty: 4744.693848
	Iteration 13Q: 3 clusters Score -1348534 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1348660.250000 Penalty: 4744.693848
	Iteration 14Q: 3 clusters Score -1348660 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1348760.375000 Penalty: 4744.693848
	Iteration 15Q: 3 clusters Score -1348760 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1348864.250000 Penalty: 4744.693848
	Iteration 16Q: 3 clusters Score -1348864 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1348924.000000 Penalty: 4744.693848
	Iteration 17Q: 3 clusters Score -1348924 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1349005.000000 Penalty: 4744.693848
	Iteration 18Q: 3 clusters Score -1349005 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1349090.750000 Penalty: 4744.693848
	Iteration 19Q: 3 clusters Score -1349091 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1349163.000000 Penalty: 4744.693848
	Iteration 20F: 3 clusters Score -1349163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1349195.625000 Penalty: 4744.693848
	Iteration 21Q: 3 clusters Score -1349196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1349225.875000 Penalty: 4744.693848
	Iteration 22Q: 3 clusters Score -1349226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1349263.500000 Penalty: 4744.693848
	Iteration 23Q: 3 clusters Score -1349264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1349301.125000 Penalty: 4744.693848
	Iteration 24Q: 3 clusters Score -1349301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1349325.250000 Penalty: 4744.693848
	Iteration 25Q: 3 clusters Score -1349325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1349342.625000 Penalty: 4744.693848
	Iteration 26Q: 3 clusters Score -1349343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1349361.750000 Penalty: 4744.693848
	Iteration 27Q: 3 clusters Score -1349362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1349383.000000 Penalty: 4744.693848
	Iteration 28Q: 3 clusters Score -1349383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1349397.250000 Penalty: 4744.693848
	Iteration 29Q: 3 clusters Score -1349397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1349412.750000 Penalty: 4744.693848
	Iteration 30Q: 3 clusters Score -1349413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1349419.875000 Penalty: 4744.693848
	Iteration 31Q: 3 clusters Score -1349420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1349429.125000 Penalty: 4744.693848
	Iteration 32Q: 3 clusters Score -1349429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1349432.500000 Penalty: 4744.693848
	Iteration 33Q: 3 clusters Score -1349432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1349440.375000 Penalty: 4744.693848
	Iteration 34Q: 3 clusters Score -1349440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1349438.750000 Penalty: 4744.693848
	Iteration 35Q: 3 clusters Score -1349439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1349444.250000 Penalty: 4744.693848
	Iteration 36Q: 3 clusters Score -1349444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1349452.000000 Penalty: 4744.693848
	Iteration 37Q: 3 clusters Score -1349452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1349453.375000 Penalty: 4744.693848
	Iteration 38Q: 3 clusters Score -1349453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1349451.125000 Penalty: 4744.693848
	Iteration 39Q: 3 clusters Score -1349451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1349453.875000 Penalty: 4744.693848
	Iteration 40F: 3 clusters Score -1349454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1349456.000000 Penalty: 4744.693848
	Iteration 41Q: 3 clusters Score -1349456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1349457.125000 Penalty: 4744.693848
	Iteration 42Q: 3 clusters Score -1349457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1349457.875000 Penalty: 4744.693848
	Iteration 43Q: 3 clusters Score -1349458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1349457.750000 Penalty: 4744.693848
	Iteration 44Q: 3 clusters Score -1349458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1349458.000000 Penalty: 4744.693848
	Iteration 45Q: 3 clusters Score -1349458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1349455.625000 Penalty: 4744.693848
	Iteration 46Q: 3 clusters Score -1349456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1349455.125000 Penalty: 4744.693848
	Iteration 47Q: 3 clusters Score -1349455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1349455.125000 Penalty: 4744.693848
	Iteration 48F: 3 clusters Score -1349455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Entering Unmasked Estep 
Score: -9436967.000000 Penalty: 2847.656738
	Iteration 0F: 2 clusters Score -9436967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -9372018.000000 Penalty: 5695.313477
	Iteration 0F: 3 clusters Score -9372018 nChanged 45934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -9399382.000000 Penalty: 5695.313477
	Iteration 1F: 3 clusters Score -9399382 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -9401550.000000 Penalty: 5695.313477
	Iteration 2F: 3 clusters Score -9401550 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -9404815.000000 Penalty: 5695.313477
	Iteration 3F: 3 clusters Score -9404815 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -9408915.000000 Penalty: 5695.313477
	Iteration 4F: 3 clusters Score -9408915 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -9412978.000000 Penalty: 5695.313477
	Iteration 5F: 3 clusters Score -9412978 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -9416139.000000 Penalty: 5695.313477
	Iteration 6F: 3 clusters Score -9416139 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -9418600.000000 Penalty: 5695.313477
	Iteration 7F: 3 clusters Score -9418600 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -9420559.000000 Penalty: 5695.313477
	Iteration 8Q: 3 clusters Score -9420559 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -9422411.000000 Penalty: 5695.313477
	Iteration 9Q: 3 clusters Score -9422411 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -9424408.000000 Penalty: 5695.313477
	Iteration 10Q: 3 clusters Score -9424408 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -9426576.000000 Penalty: 5695.313477
	Iteration 11Q: 3 clusters Score -9426576 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -9428851.000000 Penalty: 5695.313477
	Iteration 12Q: 3 clusters Score -9428851 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -9430801.000000 Penalty: 5695.313477
	Iteration 13Q: 3 clusters Score -9430801 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -9432295.000000 Penalty: 5695.313477
	Iteration 14Q: 3 clusters Score -9432295 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -9433340.000000 Penalty: 5695.313477
	Iteration 15Q: 3 clusters Score -9433340 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -9433930.000000 Penalty: 5695.313477
	Iteration 16Q: 3 clusters Score -9433930 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -9434237.000000 Penalty: 5695.313477
	Iteration 17Q: 3 clusters Score -9434237 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -9434418.000000 Penalty: 5695.313477
	Iteration 18Q: 3 clusters Score -9434418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -9434530.000000 Penalty: 5695.313477
	Iteration 19Q: 3 clusters Score -9434530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -9434621.000000 Penalty: 5695.313477
	Iteration 20F: 3 clusters Score -9434621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -9434647.000000 Penalty: 5695.313477
	Iteration 21Q: 3 clusters Score -9434647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -9434673.000000 Penalty: 5695.313477
	Iteration 22Q: 3 clusters Score -9434673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -9434692.000000 Penalty: 5695.313477
	Iteration 23Q: 3 clusters Score -9434692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -9434711.000000 Penalty: 5695.313477
	Iteration 24Q: 3 clusters Score -9434711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -9434727.000000 Penalty: 5695.313477
	Iteration 25Q: 3 clusters Score -9434727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -9434715.000000 Penalty: 5695.313477
	Iteration 26Q: 3 clusters Score -9434715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -9434725.000000 Penalty: 5695.313477
	Iteration 27Q: 3 clusters Score -9434725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -9434725.000000 Penalty: 5695.313477
	Iteration 28Q: 3 clusters Score -9434725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 96255 members 
Entering Unmasked Estep 
Score: -9434728.000000 Penalty: 5695.313477
	Iteration 29Q: 3 clusters Score -9434728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -9434734.000000 Penalty: 5695.313477
	Iteration 30Q: 3 clusters Score -9434734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -9434742.000000 Penalty: 5695.313477
	Iteration 31Q: 3 clusters Score -9434742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -9434747.000000 Penalty: 5695.313477
	Iteration 32Q: 3 clusters Score -9434747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -9434739.000000 Penalty: 5695.313477
	Iteration 33Q: 3 clusters Score -9434739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -9434736.000000 Penalty: 5695.313477
	Iteration 34Q: 3 clusters Score -9434736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -9434737.000000 Penalty: 5695.313477
	Iteration 35Q: 3 clusters Score -9434737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -9434737.000000 Penalty: 5695.313477
	Iteration 36Q: 3 clusters Score -9434737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -9434742.000000 Penalty: 5695.313477
	Iteration 37Q: 3 clusters Score -9434742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -9434746.000000 Penalty: 5695.313477
	Iteration 38Q: 3 clusters Score -9434746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -9434750.000000 Penalty: 5695.313477
	Iteration 39Q: 3 clusters Score -9434750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -9434754.000000 Penalty: 5695.313477
	Iteration 40F: 3 clusters Score -9434754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 96286 members 
Entering Unmasked Estep 
Score: -9434762.000000 Penalty: 5695.313477
	Iteration 41Q: 3 clusters Score -9434762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -9434767.000000 Penalty: 5695.313477
	Iteration 42Q: 3 clusters Score -9434767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -9434765.000000 Penalty: 5695.313477
	Iteration 43Q: 3 clusters Score -9434765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -9434763.000000 Penalty: 5695.313477
	Iteration 44Q: 3 clusters Score -9434763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -9434754.000000 Penalty: 5695.313477
	Iteration 45Q: 3 clusters Score -9434754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -9434751.000000 Penalty: 5695.313477
	Iteration 46Q: 3 clusters Score -9434751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -9434747.000000 Penalty: 5695.313477
	Iteration 47Q: 3 clusters Score -9434747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -9434750.000000 Penalty: 5695.313477
	Iteration 48Q: 3 clusters Score -9434750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -9434750.000000 Penalty: 5695.313477
	Iteration 49F: 3 clusters Score -9434750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Entering Unmasked Estep 
Score: -1971516.000000 Penalty: 2452.932617
	Iteration 0F: 2 clusters Score -1971516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1957689.750000 Penalty: 4905.865234
	Iteration 0F: 3 clusters Score -1957690 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1962079.375000 Penalty: 4905.865234
	Iteration 1F: 3 clusters Score -1962079 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1962478.250000 Penalty: 4905.865234
	Iteration 2F: 3 clusters Score -1962478 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1962832.125000 Penalty: 4905.865234
	Iteration 3Q: 3 clusters Score -1962832 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1963216.875000 Penalty: 4905.865234
	Iteration 4Q: 3 clusters Score -1963217 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1963697.500000 Penalty: 4905.865234
	Iteration 5Q: 3 clusters Score -1963698 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1964326.125000 Penalty: 4905.865234
	Iteration 6F: 3 clusters Score -1964326 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1965117.375000 Penalty: 4905.865234
	Iteration 7F: 3 clusters Score -1965117 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1966080.250000 Penalty: 4905.865234
	Iteration 8F: 3 clusters Score -1966080 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1967043.000000 Penalty: 4905.865234
	Iteration 9F: 3 clusters Score -1967043 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1967843.250000 Penalty: 4905.865234
	Iteration 10Q: 3 clusters Score -1967843 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1968482.625000 Penalty: 4905.865234
	Iteration 11Q: 3 clusters Score -1968483 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1968865.250000 Penalty: 4905.865234
	Iteration 12Q: 3 clusters Score -1968865 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1969056.000000 Penalty: 4905.865234
	Iteration 13Q: 3 clusters Score -1969056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1969163.125000 Penalty: 4905.865234
	Iteration 14Q: 3 clusters Score -1969163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1969226.125000 Penalty: 4905.865234
	Iteration 15Q: 3 clusters Score -1969226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1969260.000000 Penalty: 4905.865234
	Iteration 16Q: 3 clusters Score -1969260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1969298.875000 Penalty: 4905.865234
	Iteration 17Q: 3 clusters Score -1969299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1969322.000000 Penalty: 4905.865234
	Iteration 18Q: 3 clusters Score -1969322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1969331.625000 Penalty: 4905.865234
	Iteration 19Q: 3 clusters Score -1969332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1969348.375000 Penalty: 4905.865234
	Iteration 20F: 3 clusters Score -1969348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1969361.250000 Penalty: 4905.865234
	Iteration 21Q: 3 clusters Score -1969361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1969361.125000 Penalty: 4905.865234
	Iteration 22Q: 3 clusters Score -1969361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1969365.375000 Penalty: 4905.865234
	Iteration 23Q: 3 clusters Score -1969365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1969365.500000 Penalty: 4905.865234
	Iteration 24Q: 3 clusters Score -1969366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1969369.000000 Penalty: 4905.865234
	Iteration 25Q: 3 clusters Score -1969369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1969375.500000 Penalty: 4905.865234
	Iteration 26Q: 3 clusters Score -1969376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1969376.750000 Penalty: 4905.865234
	Iteration 27Q: 3 clusters Score -1969377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1969378.000000 Penalty: 4905.865234
	Iteration 28Q: 3 clusters Score -1969378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1969379.875000 Penalty: 4905.865234
	Iteration 29Q: 3 clusters Score -1969380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1969384.000000 Penalty: 4905.865234
	Iteration 30Q: 3 clusters Score -1969384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1969388.000000 Penalty: 4905.865234
	Iteration 31Q: 3 clusters Score -1969388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1969387.625000 Penalty: 4905.865234
	Iteration 32Q: 3 clusters Score -1969388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1969387.500000 Penalty: 4905.865234
	Iteration 33Q: 3 clusters Score -1969388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1969390.375000 Penalty: 4905.865234
	Iteration 34Q: 3 clusters Score -1969390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1969392.375000 Penalty: 4905.865234
	Iteration 35Q: 3 clusters Score -1969392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1969394.875000 Penalty: 4905.865234
	Iteration 36Q: 3 clusters Score -1969395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1969396.875000 Penalty: 4905.865234
	Iteration 37Q: 3 clusters Score -1969397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1969395.625000 Penalty: 4905.865234
	Iteration 38Q: 3 clusters Score -1969396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1969395.625000 Penalty: 4905.865234
	Iteration 39F: 3 clusters Score -1969396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Entering Unmasked Estep 
Score: -829587.687500 Penalty: 2258.860352
	Iteration 0F: 2 clusters Score -829587.7 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 4502 members 
Entering Unmasked Estep 
Score: -822536.312500 Penalty: 4517.720703
	Iteration 0F: 3 clusters Score -822536.3 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -824913.250000 Penalty: 4517.720703
	Iteration 1F: 3 clusters Score -824913.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -825532.750000 Penalty: 4517.720703
	Iteration 2F: 3 clusters Score -825532.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -826172.000000 Penalty: 4517.720703
	Iteration 3F: 3 clusters Score -826172 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -826793.812500 Penalty: 4517.720703
	Iteration 4F: 3 clusters Score -826793.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -827347.312500 Penalty: 4517.720703
	Iteration 5F: 3 clusters Score -827347.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -827800.500000 Penalty: 4517.720703
	Iteration 6F: 3 clusters Score -827800.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -828159.500000 Penalty: 4517.720703
	Iteration 7Q: 3 clusters Score -828159.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -828430.375000 Penalty: 4517.720703
	Iteration 8Q: 3 clusters Score -828430.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -828656.562500 Penalty: 4517.720703
	Iteration 9Q: 3 clusters Score -828656.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -828814.625000 Penalty: 4517.720703
	Iteration 10Q: 3 clusters Score -828814.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -828919.875000 Penalty: 4517.720703
	Iteration 11Q: 3 clusters Score -828919.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -829002.437500 Penalty: 4517.720703
	Iteration 12Q: 3 clusters Score -829002.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -829058.687500 Penalty: 4517.720703
	Iteration 13Q: 3 clusters Score -829058.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -829116.312500 Penalty: 4517.720703
	Iteration 14Q: 3 clusters Score -829116.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -829173.437500 Penalty: 4517.720703
	Iteration 15Q: 3 clusters Score -829173.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -829230.437500 Penalty: 4517.720703
	Iteration 16Q: 3 clusters Score -829230.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -829292.375000 Penalty: 4517.720703
	Iteration 17Q: 3 clusters Score -829292.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -829350.187500 Penalty: 4517.720703
	Iteration 18Q: 3 clusters Score -829350.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -829390.937500 Penalty: 4517.720703
	Iteration 19Q: 3 clusters Score -829390.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -829410.750000 Penalty: 4517.720703
	Iteration 20F: 3 clusters Score -829410.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -829427.250000 Penalty: 4517.720703
	Iteration 21Q: 3 clusters Score -829427.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -829439.062500 Penalty: 4517.720703
	Iteration 22Q: 3 clusters Score -829439.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -829446.437500 Penalty: 4517.720703
	Iteration 23Q: 3 clusters Score -829446.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -829454.812500 Penalty: 4517.720703
	Iteration 24Q: 3 clusters Score -829454.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -829459.812500 Penalty: 4517.720703
	Iteration 25Q: 3 clusters Score -829459.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -829464.250000 Penalty: 4517.720703
	Iteration 26Q: 3 clusters Score -829464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -829467.375000 Penalty: 4517.720703
	Iteration 27Q: 3 clusters Score -829467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -829473.562500 Penalty: 4517.720703
	Iteration 28Q: 3 clusters Score -829473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -829475.125000 Penalty: 4517.720703
	Iteration 29Q: 3 clusters Score -829475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -829476.312500 Penalty: 4517.720703
	Iteration 30Q: 3 clusters Score -829476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -829475.812500 Penalty: 4517.720703
	Iteration 31Q: 3 clusters Score -829475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -829477.687500 Penalty: 4517.720703
	Iteration 32Q: 3 clusters Score -829477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -829479.500000 Penalty: 4517.720703
	Iteration 33Q: 3 clusters Score -829479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -829477.562500 Penalty: 4517.720703
	Iteration 34Q: 3 clusters Score -829477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -829476.125000 Penalty: 4517.720703
	Iteration 35Q: 3 clusters Score -829476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -829475.812500 Penalty: 4517.720703
	Iteration 36Q: 3 clusters Score -829475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -829478.187500 Penalty: 4517.720703
	Iteration 37Q: 3 clusters Score -829478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -829481.875000 Penalty: 4517.720703
	Iteration 38Q: 3 clusters Score -829481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -829481.312500 Penalty: 4517.720703
	Iteration 39Q: 3 clusters Score -829481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -829482.750000 Penalty: 4517.720703
	Iteration 40F: 3 clusters Score -829482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -829482.875000 Penalty: 4517.720703
	Iteration 41Q: 3 clusters Score -829482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -829484.875000 Penalty: 4517.720703
	Iteration 42Q: 3 clusters Score -829484.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -829487.875000 Penalty: 4517.720703
	Iteration 43Q: 3 clusters Score -829487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -829488.000000 Penalty: 4517.720703
	Iteration 44Q: 3 clusters Score -829488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -829487.375000 Penalty: 4517.720703
	Iteration 45Q: 3 clusters Score -829487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -829488.562500 Penalty: 4517.720703
	Iteration 46Q: 3 clusters Score -829488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -829487.687500 Penalty: 4517.720703
	Iteration 47Q: 3 clusters Score -829487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -829486.750000 Penalty: 4517.720703
	Iteration 48Q: 3 clusters Score -829486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -829488.562500 Penalty: 4517.720703
	Iteration 49Q: 3 clusters Score -829488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -829490.000000 Penalty: 4517.720703
	Iteration 50Q: 3 clusters Score -829490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -829489.375000 Penalty: 4517.720703
	Iteration 51Q: 3 clusters Score -829489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -829491.312500 Penalty: 4517.720703
	Iteration 52Q: 3 clusters Score -829491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -829491.750000 Penalty: 4517.720703
	Iteration 53Q: 3 clusters Score -829491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -829491.562500 Penalty: 4517.720703
	Iteration 54Q: 3 clusters Score -829491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -829491.562500 Penalty: 4517.720703
	Iteration 55F: 3 clusters Score -829491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Entering Unmasked Estep 
Score: -1665765.000000 Penalty: 2426.774170
	Iteration 0F: 2 clusters Score -1665765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1653134.625000 Penalty: 4853.548340
	Iteration 0F: 3 clusters Score -1653135 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1657288.625000 Penalty: 4853.548340
	Iteration 1F: 3 clusters Score -1657289 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1657809.000000 Penalty: 4853.548340
	Iteration 2F: 3 clusters Score -1657809 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1658328.125000 Penalty: 4853.548340
	Iteration 3F: 3 clusters Score -1658328 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1658842.625000 Penalty: 4853.548340
	Iteration 4F: 3 clusters Score -1658843 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1659429.125000 Penalty: 4853.548340
	Iteration 5F: 3 clusters Score -1659429 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1660101.250000 Penalty: 4853.548340
	Iteration 6F: 3 clusters Score -1660101 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1660787.125000 Penalty: 4853.548340
	Iteration 7F: 3 clusters Score -1660787 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1661470.875000 Penalty: 4853.548340
	Iteration 8F: 3 clusters Score -1661471 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1662071.750000 Penalty: 4853.548340
	Iteration 9Q: 3 clusters Score -1662072 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1662544.375000 Penalty: 4853.548340
	Iteration 10Q: 3 clusters Score -1662544 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1662859.750000 Penalty: 4853.548340
	Iteration 11Q: 3 clusters Score -1662860 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1663107.500000 Penalty: 4853.548340
	Iteration 12Q: 3 clusters Score -1663108 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1663289.625000 Penalty: 4853.548340
	Iteration 13Q: 3 clusters Score -1663290 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1663429.000000 Penalty: 4853.548340
	Iteration 14Q: 3 clusters Score -1663429 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1663529.375000 Penalty: 4853.548340
	Iteration 15Q: 3 clusters Score -1663529 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1663590.625000 Penalty: 4853.548340
	Iteration 16Q: 3 clusters Score -1663591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1663641.750000 Penalty: 4853.548340
	Iteration 17Q: 3 clusters Score -1663642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1663672.875000 Penalty: 4853.548340
	Iteration 18Q: 3 clusters Score -1663673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1663710.375000 Penalty: 4853.548340
	Iteration 19Q: 3 clusters Score -1663710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1663724.125000 Penalty: 4853.548340
	Iteration 20F: 3 clusters Score -1663724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1663735.125000 Penalty: 4853.548340
	Iteration 21Q: 3 clusters Score -1663735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -1663742.500000 Penalty: 4853.548340
	Iteration 22Q: 3 clusters Score -1663742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1663748.875000 Penalty: 4853.548340
	Iteration 23Q: 3 clusters Score -1663749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1663756.625000 Penalty: 4853.548340
	Iteration 24Q: 3 clusters Score -1663757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1663758.250000 Penalty: 4853.548340
	Iteration 25Q: 3 clusters Score -1663758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1663764.250000 Penalty: 4853.548340
	Iteration 26Q: 3 clusters Score -1663764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1663770.000000 Penalty: 4853.548340
	Iteration 27Q: 3 clusters Score -1663770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1663777.000000 Penalty: 4853.548340
	Iteration 28Q: 3 clusters Score -1663777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1663779.875000 Penalty: 4853.548340
	Iteration 29Q: 3 clusters Score -1663780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1663779.500000 Penalty: 4853.548340
	Iteration 30Q: 3 clusters Score -1663780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1663782.125000 Penalty: 4853.548340
	Iteration 31Q: 3 clusters Score -1663782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1663790.375000 Penalty: 4853.548340
	Iteration 32Q: 3 clusters Score -1663790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1663795.625000 Penalty: 4853.548340
	Iteration 33Q: 3 clusters Score -1663796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1663797.500000 Penalty: 4853.548340
	Iteration 34Q: 3 clusters Score -1663798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1663803.000000 Penalty: 4853.548340
	Iteration 35Q: 3 clusters Score -1663803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1663807.000000 Penalty: 4853.548340
	Iteration 36Q: 3 clusters Score -1663807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1663806.875000 Penalty: 4853.548340
	Iteration 37Q: 3 clusters Score -1663807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1663806.875000 Penalty: 4853.548340
	Iteration 38F: 3 clusters Score -1663807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -565001.437500 Penalty: 2140.679199
	Iteration 0F: 2 clusters Score -565001.4 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 2791 members 
Entering Unmasked Estep 
Score: -560106.125000 Penalty: 4281.358398
	Iteration 0F: 3 clusters Score -560106.1 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -561321.750000 Penalty: 4281.358398
	Iteration 1F: 3 clusters Score -561321.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -561519.500000 Penalty: 4281.358398
	Iteration 2F: 3 clusters Score -561519.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -561643.875000 Penalty: 4281.358398
	Iteration 3Q: 3 clusters Score -561643.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -561723.062500 Penalty: 4281.358398
	Iteration 4Q: 3 clusters Score -561723.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -561787.187500 Penalty: 4281.358398
	Iteration 5Q: 3 clusters Score -561787.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -561843.125000 Penalty: 4281.358398
	Iteration 6Q: 3 clusters Score -561843.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -561888.937500 Penalty: 4281.358398
	Iteration 7Q: 3 clusters Score -561888.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -561928.500000 Penalty: 4281.358398
	Iteration 8Q: 3 clusters Score -561928.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -561964.937500 Penalty: 4281.358398
	Iteration 9Q: 3 clusters Score -561964.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -561992.875000 Penalty: 4281.358398
	Iteration 10Q: 3 clusters Score -561992.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -562013.437500 Penalty: 4281.358398
	Iteration 11Q: 3 clusters Score -562013.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -562040.312500 Penalty: 4281.358398
	Iteration 12Q: 3 clusters Score -562040.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -562074.437500 Penalty: 4281.358398
	Iteration 13Q: 3 clusters Score -562074.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -562107.375000 Penalty: 4281.358398
	Iteration 14Q: 3 clusters Score -562107.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -562144.750000 Penalty: 4281.358398
	Iteration 15Q: 3 clusters Score -562144.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -562184.750000 Penalty: 4281.358398
	Iteration 16Q: 3 clusters Score -562184.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -562230.375000 Penalty: 4281.358398
	Iteration 17Q: 3 clusters Score -562230.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -562270.125000 Penalty: 4281.358398
	Iteration 18Q: 3 clusters Score -562270.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -562309.812500 Penalty: 4281.358398
	Iteration 19Q: 3 clusters Score -562309.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -562347.500000 Penalty: 4281.358398
	Iteration 20F: 3 clusters Score -562347.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -562382.062500 Penalty: 4281.358398
	Iteration 21Q: 3 clusters Score -562382.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -562419.750000 Penalty: 4281.358398
	Iteration 22Q: 3 clusters Score -562419.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -562461.312500 Penalty: 4281.358398
	Iteration 23Q: 3 clusters Score -562461.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -562507.312500 Penalty: 4281.358398
	Iteration 24Q: 3 clusters Score -562507.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -562549.250000 Penalty: 4281.358398
	Iteration 25Q: 3 clusters Score -562549.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -562589.875000 Penalty: 4281.358398
	Iteration 26Q: 3 clusters Score -562589.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -562632.687500 Penalty: 4281.358398
	Iteration 27Q: 3 clusters Score -562632.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -562670.562500 Penalty: 4281.358398
	Iteration 28Q: 3 clusters Score -562670.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -562712.562500 Penalty: 4281.358398
	Iteration 29Q: 3 clusters Score -562712.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -562755.125000 Penalty: 4281.358398
	Iteration 30Q: 3 clusters Score -562755.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -562801.375000 Penalty: 4281.358398
	Iteration 31Q: 3 clusters Score -562801.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -562841.062500 Penalty: 4281.358398
	Iteration 32Q: 3 clusters Score -562841.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -562885.000000 Penalty: 4281.358398
	Iteration 33Q: 3 clusters Score -562885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -562921.312500 Penalty: 4281.358398
	Iteration 34Q: 3 clusters Score -562921.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -562941.750000 Penalty: 4281.358398
	Iteration 35Q: 3 clusters Score -562941.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -562960.750000 Penalty: 4281.358398
	Iteration 36Q: 3 clusters Score -562960.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -562985.062500 Penalty: 4281.358398
	Iteration 37Q: 3 clusters Score -562985.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -563013.187500 Penalty: 4281.358398
	Iteration 38Q: 3 clusters Score -563013.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -563034.437500 Penalty: 4281.358398
	Iteration 39Q: 3 clusters Score -563034.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -563051.562500 Penalty: 4281.358398
	Iteration 40F: 3 clusters Score -563051.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -563063.187500 Penalty: 4281.358398
	Iteration 41Q: 3 clusters Score -563063.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -563072.625000 Penalty: 4281.358398
	Iteration 42Q: 3 clusters Score -563072.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -563081.687500 Penalty: 4281.358398
	Iteration 43Q: 3 clusters Score -563081.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -563090.687500 Penalty: 4281.358398
	Iteration 44Q: 3 clusters Score -563090.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -563098.875000 Penalty: 4281.358398
	Iteration 45Q: 3 clusters Score -563098.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -563108.687500 Penalty: 4281.358398
	Iteration 46Q: 3 clusters Score -563108.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -563118.875000 Penalty: 4281.358398
	Iteration 47Q: 3 clusters Score -563118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -563126.562500 Penalty: 4281.358398
	Iteration 48Q: 3 clusters Score -563126.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -563132.625000 Penalty: 4281.358398
	Iteration 49Q: 3 clusters Score -563132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -563138.250000 Penalty: 4281.358398
	Iteration 50Q: 3 clusters Score -563138.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -563143.437500 Penalty: 4281.358398
	Iteration 51Q: 3 clusters Score -563143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -563147.000000 Penalty: 4281.358398
	Iteration 52Q: 3 clusters Score -563147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -563147.875000 Penalty: 4281.358398
	Iteration 53Q: 3 clusters Score -563147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -563148.750000 Penalty: 4281.358398
	Iteration 54Q: 3 clusters Score -563148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -563149.125000 Penalty: 4281.358398
	Iteration 55Q: 3 clusters Score -563149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -563151.937500 Penalty: 4281.358398
	Iteration 56Q: 3 clusters Score -563151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -563153.562500 Penalty: 4281.358398
	Iteration 57Q: 3 clusters Score -563153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -563153.562500 Penalty: 4281.358398
	Iteration 58F: 3 clusters Score -563153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -665343.437500 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -665343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -659763.937500 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -659763.9 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -661242.750000 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -661242.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -661538.375000 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -661538.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -661782.687500 Penalty: 4367.242676
	Iteration 3F: 3 clusters Score -661782.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -661985.250000 Penalty: 4367.242676
	Iteration 4Q: 3 clusters Score -661985.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -662159.062500 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -662159.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -662307.812500 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -662307.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -662478.312500 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -662478.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -662657.187500 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -662657.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -662798.312500 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -662798.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -662944.000000 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -662944 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -663075.875000 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -663075.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -663172.875000 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -663172.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -663253.500000 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -663253.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -663324.250000 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -663324.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -663378.250000 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -663378.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -663431.062500 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -663431.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -663469.500000 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -663469.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -663500.500000 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -663500.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -663519.125000 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -663519.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -663535.375000 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -663535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -663547.000000 Penalty: 4367.242676
	Iteration 21Q: 3 clusters Score -663547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -663553.562500 Penalty: 4367.242676
	Iteration 22Q: 3 clusters Score -663553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -663559.750000 Penalty: 4367.242676
	Iteration 23Q: 3 clusters Score -663559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -663570.000000 Penalty: 4367.242676
	Iteration 24Q: 3 clusters Score -663570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -663574.562500 Penalty: 4367.242676
	Iteration 25Q: 3 clusters Score -663574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -663579.437500 Penalty: 4367.242676
	Iteration 26Q: 3 clusters Score -663579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -663579.937500 Penalty: 4367.242676
	Iteration 27Q: 3 clusters Score -663579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -663582.500000 Penalty: 4367.242676
	Iteration 28Q: 3 clusters Score -663582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -663583.875000 Penalty: 4367.242676
	Iteration 29Q: 3 clusters Score -663583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -663587.312500 Penalty: 4367.242676
	Iteration 30Q: 3 clusters Score -663587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -663587.437500 Penalty: 4367.242676
	Iteration 31Q: 3 clusters Score -663587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -663587.187500 Penalty: 4367.242676
	Iteration 32Q: 3 clusters Score -663587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -663589.625000 Penalty: 4367.242676
	Iteration 33Q: 3 clusters Score -663589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -663589.812500 Penalty: 4367.242676
	Iteration 34Q: 3 clusters Score -663589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -663589.812500 Penalty: 4367.242676
	Iteration 35F: 3 clusters Score -663589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -450842.468750 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -450842.5 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 2390 members 
Entering Unmasked Estep 
Score: -446483.968750 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -446484 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -447762.718750 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -447762.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -448387.406250 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -448387.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -449061.875000 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -449061.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -449644.687500 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -449644.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -450048.125000 Penalty: 4208.703613
	Iteration 5F: 3 clusters Score -450048.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -450325.312500 Penalty: 4208.703613
	Iteration 6Q: 3 clusters Score -450325.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -450459.250000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -450459.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -450538.718750 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -450538.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -450592.468750 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -450592.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -450638.656250 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -450638.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -450676.531250 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -450676.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -450702.000000 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -450702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -450715.968750 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -450716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -450728.093750 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -450728.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -450739.562500 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -450739.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -450747.531250 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -450747.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -450755.343750 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -450755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -450761.781250 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -450761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -450764.187500 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -450764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -450764.718750 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -450764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -450765.500000 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -450765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -450765.500000 Penalty: 4208.703613
	Iteration 22F: 3 clusters Score -450765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -163972.328125 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -163972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161461.218750 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -161461.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161865.640625 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -161865.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161977.343750 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -161977.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162070.656250 Penalty: 3721.358154
	Iteration 3Q: 3 clusters Score -162070.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162142.968750 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -162143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162172.640625 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -162172.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -162194.062500 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -162194.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -162214.250000 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -162214.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162230.812500 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -162230.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162245.328125 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -162245.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162262.593750 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -162262.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162284.171875 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -162284.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162299.062500 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -162299.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -162312.546875 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -162312.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -162324.375000 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -162324.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -162336.953125 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -162337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162345.156250 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -162345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -162355.671875 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -162355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162364.656250 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -162364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -162373.250000 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -162373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -162381.578125 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -162381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -162388.937500 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -162388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -162394.625000 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -162394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -162403.625000 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -162403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -162411.062500 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -162411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -162420.859375 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -162420.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -162431.453125 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -162431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162437.250000 Penalty: 3721.358154
	Iteration 27Q: 3 clusters Score -162437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -162441.281250 Penalty: 3721.358154
	Iteration 28Q: 3 clusters Score -162441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -162445.593750 Penalty: 3721.358154
	Iteration 29Q: 3 clusters Score -162445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -162448.828125 Penalty: 3721.358154
	Iteration 30Q: 3 clusters Score -162448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162453.750000 Penalty: 3721.358154
	Iteration 31Q: 3 clusters Score -162453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -162457.703125 Penalty: 3721.358154
	Iteration 32Q: 3 clusters Score -162457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162459.859375 Penalty: 3721.358154
	Iteration 33Q: 3 clusters Score -162459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162461.125000 Penalty: 3721.358154
	Iteration 34Q: 3 clusters Score -162461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -162462.531250 Penalty: 3721.358154
	Iteration 35Q: 3 clusters Score -162462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -162463.750000 Penalty: 3721.358154
	Iteration 36Q: 3 clusters Score -162463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -162464.781250 Penalty: 3721.358154
	Iteration 37Q: 3 clusters Score -162464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -162467.546875 Penalty: 3721.358154
	Iteration 38Q: 3 clusters Score -162467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -162471.437500 Penalty: 3721.358154
	Iteration 39Q: 3 clusters Score -162471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -162479.046875 Penalty: 3721.358154
	Iteration 40F: 3 clusters Score -162479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -162486.765625 Penalty: 3721.358154
	Iteration 41Q: 3 clusters Score -162486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -162491.343750 Penalty: 3721.358154
	Iteration 42Q: 3 clusters Score -162491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -162499.265625 Penalty: 3721.358154
	Iteration 43Q: 3 clusters Score -162499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -162508.265625 Penalty: 3721.358154
	Iteration 44Q: 3 clusters Score -162508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -162511.468750 Penalty: 3721.358154
	Iteration 45Q: 3 clusters Score -162511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162514.562500 Penalty: 3721.358154
	Iteration 46Q: 3 clusters Score -162514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -162519.609375 Penalty: 3721.358154
	Iteration 47Q: 3 clusters Score -162519.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162527.796875 Penalty: 3721.358154
	Iteration 48Q: 3 clusters Score -162527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -162532.843750 Penalty: 3721.358154
	Iteration 49Q: 3 clusters Score -162532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162541.062500 Penalty: 3721.358154
	Iteration 50Q: 3 clusters Score -162541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -162547.859375 Penalty: 3721.358154
	Iteration 51Q: 3 clusters Score -162547.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162556.187500 Penalty: 3721.358154
	Iteration 52Q: 3 clusters Score -162556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -162561.109375 Penalty: 3721.358154
	Iteration 53Q: 3 clusters Score -162561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162569.765625 Penalty: 3721.358154
	Iteration 54Q: 3 clusters Score -162569.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -162584.390625 Penalty: 3721.358154
	Iteration 55Q: 3 clusters Score -162584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -162594.500000 Penalty: 3721.358154
	Iteration 56Q: 3 clusters Score -162594.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -162606.828125 Penalty: 3721.358154
	Iteration 57Q: 3 clusters Score -162606.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162619.796875 Penalty: 3721.358154
	Iteration 58Q: 3 clusters Score -162619.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -162635.218750 Penalty: 3721.358154
	Iteration 59Q: 3 clusters Score -162635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -162645.671875 Penalty: 3721.358154
	Iteration 60F: 3 clusters Score -162645.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -162657.703125 Penalty: 3721.358154
	Iteration 61Q: 3 clusters Score -162657.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -162674.046875 Penalty: 3721.358154
	Iteration 62Q: 3 clusters Score -162674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -162690.296875 Penalty: 3721.358154
	Iteration 63Q: 3 clusters Score -162690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -162707.984375 Penalty: 3721.358154
	Iteration 64Q: 3 clusters Score -162708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -162725.218750 Penalty: 3721.358154
	Iteration 65Q: 3 clusters Score -162725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -162744.625000 Penalty: 3721.358154
	Iteration 66Q: 3 clusters Score -162744.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -162778.703125 Penalty: 3721.358154
	Iteration 67Q: 3 clusters Score -162778.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -162824.328125 Penalty: 3721.358154
	Iteration 68Q: 3 clusters Score -162824.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -162868.250000 Penalty: 3721.358154
	Iteration 69Q: 3 clusters Score -162868.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -162900.375000 Penalty: 3721.358154
	Iteration 70Q: 3 clusters Score -162900.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -162935.828125 Penalty: 3721.358154
	Iteration 71Q: 3 clusters Score -162935.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -162961.906250 Penalty: 3721.358154
	Iteration 72Q: 3 clusters Score -162961.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -162985.500000 Penalty: 3721.358154
	Iteration 73Q: 3 clusters Score -162985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -163000.843750 Penalty: 3721.358154
	Iteration 74Q: 3 clusters Score -163000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163009.515625 Penalty: 3721.358154
	Iteration 75Q: 3 clusters Score -163009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -163014.640625 Penalty: 3721.358154
	Iteration 76Q: 3 clusters Score -163014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -163021.937500 Penalty: 3721.358154
	Iteration 77Q: 3 clusters Score -163021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -163026.390625 Penalty: 3721.358154
	Iteration 78Q: 3 clusters Score -163026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163032.609375 Penalty: 3721.358154
	Iteration 79Q: 3 clusters Score -163032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163043.968750 Penalty: 3721.358154
	Iteration 80F: 3 clusters Score -163044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -163053.812500 Penalty: 3721.358154
	Iteration 81Q: 3 clusters Score -163053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163058.218750 Penalty: 3721.358154
	Iteration 82Q: 3 clusters Score -163058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163060.531250 Penalty: 3721.358154
	Iteration 83Q: 3 clusters Score -163060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -163061.234375 Penalty: 3721.358154
	Iteration 84Q: 3 clusters Score -163061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163062.359375 Penalty: 3721.358154
	Iteration 85Q: 3 clusters Score -163062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163063.750000 Penalty: 3721.358154
	Iteration 86Q: 3 clusters Score -163063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163063.750000 Penalty: 3721.358154
	Iteration 87F: 3 clusters Score -163063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Entering Unmasked Estep 
Score: -5812292.500000 Penalty: 2719.500977
	Iteration 0F: 2 clusters Score -5812292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -5773520.000000 Penalty: 5439.001953
	Iteration 0F: 3 clusters Score -5773520 nChanged 26907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5788890.000000 Penalty: 5439.001953
	Iteration 1F: 3 clusters Score -5788890 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5790160.500000 Penalty: 5439.001953
	Iteration 2F: 3 clusters Score -5790160 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5792128.000000 Penalty: 5439.001953
	Iteration 3F: 3 clusters Score -5792128 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5795007.000000 Penalty: 5439.001953
	Iteration 4F: 3 clusters Score -5795007 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -5798569.000000 Penalty: 5439.001953
	Iteration 5F: 3 clusters Score -5798569 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -5801958.500000 Penalty: 5439.001953
	Iteration 6F: 3 clusters Score -5801958 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -5804548.000000 Penalty: 5439.001953
	Iteration 7F: 3 clusters Score -5804548 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5806403.000000 Penalty: 5439.001953
	Iteration 8Q: 3 clusters Score -5806403 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5807591.500000 Penalty: 5439.001953
	Iteration 9Q: 3 clusters Score -5807592 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5808486.000000 Penalty: 5439.001953
	Iteration 10Q: 3 clusters Score -5808486 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5809088.500000 Penalty: 5439.001953
	Iteration 11Q: 3 clusters Score -5809088 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5809468.000000 Penalty: 5439.001953
	Iteration 12Q: 3 clusters Score -5809468 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5809735.000000 Penalty: 5439.001953
	Iteration 13Q: 3 clusters Score -5809735 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5809900.000000 Penalty: 5439.001953
	Iteration 14Q: 3 clusters Score -5809900 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5810004.000000 Penalty: 5439.001953
	Iteration 15Q: 3 clusters Score -5810004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5810054.000000 Penalty: 5439.001953
	Iteration 16Q: 3 clusters Score -5810054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5810123.000000 Penalty: 5439.001953
	Iteration 17Q: 3 clusters Score -5810123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5810175.500000 Penalty: 5439.001953
	Iteration 18Q: 3 clusters Score -5810176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5810188.000000 Penalty: 5439.001953
	Iteration 19Q: 3 clusters Score -5810188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5810226.000000 Penalty: 5439.001953
	Iteration 20F: 3 clusters Score -5810226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5810230.500000 Penalty: 5439.001953
	Iteration 21Q: 3 clusters Score -5810230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5810242.000000 Penalty: 5439.001953
	Iteration 22Q: 3 clusters Score -5810242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5810253.000000 Penalty: 5439.001953
	Iteration 23Q: 3 clusters Score -5810253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5810263.000000 Penalty: 5439.001953
	Iteration 24Q: 3 clusters Score -5810263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5810287.500000 Penalty: 5439.001953
	Iteration 25Q: 3 clusters Score -5810288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5810286.000000 Penalty: 5439.001953
	Iteration 26Q: 3 clusters Score -5810286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5810306.000000 Penalty: 5439.001953
	Iteration 27Q: 3 clusters Score -5810306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5810307.000000 Penalty: 5439.001953
	Iteration 28Q: 3 clusters Score -5810307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5810309.500000 Penalty: 5439.001953
	Iteration 29Q: 3 clusters Score -5810310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5810311.500000 Penalty: 5439.001953
	Iteration 30Q: 3 clusters Score -5810312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5810317.500000 Penalty: 5439.001953
	Iteration 31Q: 3 clusters Score -5810318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5810319.000000 Penalty: 5439.001953
	Iteration 32Q: 3 clusters Score -5810319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5810315.500000 Penalty: 5439.001953
	Iteration 33Q: 3 clusters Score -5810316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5810316.500000 Penalty: 5439.001953
	Iteration 34Q: 3 clusters Score -5810316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5810317.000000 Penalty: 5439.001953
	Iteration 35Q: 3 clusters Score -5810317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5810321.500000 Penalty: 5439.001953
	Iteration 36Q: 3 clusters Score -5810322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5810328.000000 Penalty: 5439.001953
	Iteration 37Q: 3 clusters Score -5810328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5810329.000000 Penalty: 5439.001953
	Iteration 38Q: 3 clusters Score -5810329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5810335.500000 Penalty: 5439.001953
	Iteration 39Q: 3 clusters Score -5810336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5810339.000000 Penalty: 5439.001953
	Iteration 40F: 3 clusters Score -5810339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5810346.500000 Penalty: 5439.001953
	Iteration 41Q: 3 clusters Score -5810346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5810341.500000 Penalty: 5439.001953
	Iteration 42Q: 3 clusters Score -5810342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5810347.000000 Penalty: 5439.001953
	Iteration 43Q: 3 clusters Score -5810347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5810347.000000 Penalty: 5439.001953
	Iteration 44F: 3 clusters Score -5810347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -657378.062500 Penalty: 2186.653076
	Iteration 0F: 2 clusters Score -657378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -651833.062500 Penalty: 4373.306152
	Iteration 0F: 3 clusters Score -651833.1 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -653317.312500 Penalty: 4373.306152
	Iteration 1F: 3 clusters Score -653317.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -653595.437500 Penalty: 4373.306152
	Iteration 2F: 3 clusters Score -653595.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -653772.000000 Penalty: 4373.306152
	Iteration 3F: 3 clusters Score -653772 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -653933.062500 Penalty: 4373.306152
	Iteration 4Q: 3 clusters Score -653933.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -654051.062500 Penalty: 4373.306152
	Iteration 5Q: 3 clusters Score -654051.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -654166.062500 Penalty: 4373.306152
	Iteration 6Q: 3 clusters Score -654166.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -654277.000000 Penalty: 4373.306152
	Iteration 7Q: 3 clusters Score -654277 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654386.250000 Penalty: 4373.306152
	Iteration 8Q: 3 clusters Score -654386.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -654528.687500 Penalty: 4373.306152
	Iteration 9Q: 3 clusters Score -654528.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -654675.250000 Penalty: 4373.306152
	Iteration 10Q: 3 clusters Score -654675.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -654809.187500 Penalty: 4373.306152
	Iteration 11Q: 3 clusters Score -654809.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -654944.125000 Penalty: 4373.306152
	Iteration 12Q: 3 clusters Score -654944.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -655087.812500 Penalty: 4373.306152
	Iteration 13Q: 3 clusters Score -655087.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -655215.187500 Penalty: 4373.306152
	Iteration 14Q: 3 clusters Score -655215.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -655313.437500 Penalty: 4373.306152
	Iteration 15Q: 3 clusters Score -655313.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -655417.062500 Penalty: 4373.306152
	Iteration 16Q: 3 clusters Score -655417.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -655510.375000 Penalty: 4373.306152
	Iteration 17Q: 3 clusters Score -655510.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -655578.312500 Penalty: 4373.306152
	Iteration 18Q: 3 clusters Score -655578.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -655629.250000 Penalty: 4373.306152
	Iteration 19Q: 3 clusters Score -655629.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -655674.812500 Penalty: 4373.306152
	Iteration 20F: 3 clusters Score -655674.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -655708.250000 Penalty: 4373.306152
	Iteration 21Q: 3 clusters Score -655708.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -655731.812500 Penalty: 4373.306152
	Iteration 22Q: 3 clusters Score -655731.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -655752.750000 Penalty: 4373.306152
	Iteration 23Q: 3 clusters Score -655752.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -655777.812500 Penalty: 4373.306152
	Iteration 24Q: 3 clusters Score -655777.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -655796.937500 Penalty: 4373.306152
	Iteration 25Q: 3 clusters Score -655796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -655807.250000 Penalty: 4373.306152
	Iteration 26Q: 3 clusters Score -655807.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -655815.937500 Penalty: 4373.306152
	Iteration 27Q: 3 clusters Score -655815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -655818.187500 Penalty: 4373.306152
	Iteration 28Q: 3 clusters Score -655818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -655821.750000 Penalty: 4373.306152
	Iteration 29Q: 3 clusters Score -655821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -655823.437500 Penalty: 4373.306152
	Iteration 30Q: 3 clusters Score -655823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -655826.125000 Penalty: 4373.306152
	Iteration 31Q: 3 clusters Score -655826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -655823.875000 Penalty: 4373.306152
	Iteration 32Q: 3 clusters Score -655823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -655826.500000 Penalty: 4373.306152
	Iteration 33Q: 3 clusters Score -655826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -655827.437500 Penalty: 4373.306152
	Iteration 34Q: 3 clusters Score -655827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -655827.687500 Penalty: 4373.306152
	Iteration 35Q: 3 clusters Score -655827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -655827.250000 Penalty: 4373.306152
	Iteration 36Q: 3 clusters Score -655827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -655827.250000 Penalty: 4373.306152
	Iteration 37F: 3 clusters Score -655827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -111460.406250 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -111460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109332.109375 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -109332.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109780.164062 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -109780.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -110009.609375 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -110009.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110168.500000 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -110168.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110356.976562 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -110357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110579.101562 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -110579.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110774.492188 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -110774.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110960.429688 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -110960.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111083.507812 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -111083.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -111141.710938 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -111141.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -111185.351562 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -111185.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111212.601562 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -111212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -111227.085938 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -111227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111241.414062 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -111241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111258.031250 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -111258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -111273.554688 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -111273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -111280.039062 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -111280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111285.570312 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -111285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -111286.789062 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -111286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111287.375000 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -111287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111287.781250 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -111287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111291.117188 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -111291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -111300.296875 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -111300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -111304.539062 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -111304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111315.507812 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -111315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -111321.546875 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -111321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -111343.820312 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -111343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111352.406250 Penalty: 3572.889160
	Iteration 27Q: 3 clusters Score -111352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111363.609375 Penalty: 3572.889160
	Iteration 28Q: 3 clusters Score -111363.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -111375.320312 Penalty: 3572.889160
	Iteration 29Q: 3 clusters Score -111375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111384.882812 Penalty: 3572.889160
	Iteration 30Q: 3 clusters Score -111384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111391.164062 Penalty: 3572.889160
	Iteration 31Q: 3 clusters Score -111391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -111394.203125 Penalty: 3572.889160
	Iteration 32Q: 3 clusters Score -111394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -111394.203125 Penalty: 3572.889160
	Iteration 33F: 3 clusters Score -111394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -625211.125000 Penalty: 2193.895508
	Iteration 0F: 2 clusters Score -625211.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -619559.375000 Penalty: 4387.791016
	Iteration 0F: 3 clusters Score -619559.4 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -621316.750000 Penalty: 4387.791016
	Iteration 1F: 3 clusters Score -621316.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -621972.687500 Penalty: 4387.791016
	Iteration 2F: 3 clusters Score -621972.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -622564.687500 Penalty: 4387.791016
	Iteration 3F: 3 clusters Score -622564.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -623027.937500 Penalty: 4387.791016
	Iteration 4F: 3 clusters Score -623027.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -623398.687500 Penalty: 4387.791016
	Iteration 5F: 3 clusters Score -623398.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -623691.625000 Penalty: 4387.791016
	Iteration 6F: 3 clusters Score -623691.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -623932.812500 Penalty: 4387.791016
	Iteration 7Q: 3 clusters Score -623932.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -624100.562500 Penalty: 4387.791016
	Iteration 8Q: 3 clusters Score -624100.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -624219.000000 Penalty: 4387.791016
	Iteration 9Q: 3 clusters Score -624219 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -624295.625000 Penalty: 4387.791016
	Iteration 10Q: 3 clusters Score -624295.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -624345.875000 Penalty: 4387.791016
	Iteration 11Q: 3 clusters Score -624345.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -624386.125000 Penalty: 4387.791016
	Iteration 12Q: 3 clusters Score -624386.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -624417.312500 Penalty: 4387.791016
	Iteration 13Q: 3 clusters Score -624417.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -624436.250000 Penalty: 4387.791016
	Iteration 14Q: 3 clusters Score -624436.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -624457.625000 Penalty: 4387.791016
	Iteration 15Q: 3 clusters Score -624457.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -624479.562500 Penalty: 4387.791016
	Iteration 16Q: 3 clusters Score -624479.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -624495.687500 Penalty: 4387.791016
	Iteration 17Q: 3 clusters Score -624495.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -624507.062500 Penalty: 4387.791016
	Iteration 18Q: 3 clusters Score -624507.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -624515.562500 Penalty: 4387.791016
	Iteration 19Q: 3 clusters Score -624515.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -624529.875000 Penalty: 4387.791016
	Iteration 20F: 3 clusters Score -624529.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -624545.000000 Penalty: 4387.791016
	Iteration 21Q: 3 clusters Score -624545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -624558.625000 Penalty: 4387.791016
	Iteration 22Q: 3 clusters Score -624558.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -624585.812500 Penalty: 4387.791016
	Iteration 23Q: 3 clusters Score -624585.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -624626.000000 Penalty: 4387.791016
	Iteration 24Q: 3 clusters Score -624626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -624673.500000 Penalty: 4387.791016
	Iteration 25Q: 3 clusters Score -624673.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -624734.750000 Penalty: 4387.791016
	Iteration 26Q: 3 clusters Score -624734.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -624786.812500 Penalty: 4387.791016
	Iteration 27Q: 3 clusters Score -624786.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -624826.375000 Penalty: 4387.791016
	Iteration 28Q: 3 clusters Score -624826.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -624860.687500 Penalty: 4387.791016
	Iteration 29Q: 3 clusters Score -624860.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -624884.437500 Penalty: 4387.791016
	Iteration 30Q: 3 clusters Score -624884.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -624908.062500 Penalty: 4387.791016
	Iteration 31Q: 3 clusters Score -624908.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -624929.875000 Penalty: 4387.791016
	Iteration 32Q: 3 clusters Score -624929.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -624950.625000 Penalty: 4387.791016
	Iteration 33Q: 3 clusters Score -624950.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -624982.000000 Penalty: 4387.791016
	Iteration 34Q: 3 clusters Score -624982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -625008.437500 Penalty: 4387.791016
	Iteration 35Q: 3 clusters Score -625008.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -625038.875000 Penalty: 4387.791016
	Iteration 36Q: 3 clusters Score -625038.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -625063.437500 Penalty: 4387.791016
	Iteration 37Q: 3 clusters Score -625063.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -625081.250000 Penalty: 4387.791016
	Iteration 38Q: 3 clusters Score -625081.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -625097.187500 Penalty: 4387.791016
	Iteration 39Q: 3 clusters Score -625097.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -625105.562500 Penalty: 4387.791016
	Iteration 40F: 3 clusters Score -625105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -625110.937500 Penalty: 4387.791016
	Iteration 41Q: 3 clusters Score -625110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -625114.125000 Penalty: 4387.791016
	Iteration 42Q: 3 clusters Score -625114.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -625121.312500 Penalty: 4387.791016
	Iteration 43Q: 3 clusters Score -625121.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -625125.312500 Penalty: 4387.791016
	Iteration 44Q: 3 clusters Score -625125.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -625128.312500 Penalty: 4387.791016
	Iteration 45Q: 3 clusters Score -625128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -625133.187500 Penalty: 4387.791016
	Iteration 46Q: 3 clusters Score -625133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -625138.062500 Penalty: 4387.791016
	Iteration 47Q: 3 clusters Score -625138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -625144.125000 Penalty: 4387.791016
	Iteration 48Q: 3 clusters Score -625144.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -625146.437500 Penalty: 4387.791016
	Iteration 49Q: 3 clusters Score -625146.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -625150.437500 Penalty: 4387.791016
	Iteration 50Q: 3 clusters Score -625150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -625151.562500 Penalty: 4387.791016
	Iteration 51Q: 3 clusters Score -625151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -625153.125000 Penalty: 4387.791016
	Iteration 52Q: 3 clusters Score -625153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -625155.000000 Penalty: 4387.791016
	Iteration 53Q: 3 clusters Score -625155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -625157.062500 Penalty: 4387.791016
	Iteration 54Q: 3 clusters Score -625157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -625159.750000 Penalty: 4387.791016
	Iteration 55Q: 3 clusters Score -625159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -625160.125000 Penalty: 4387.791016
	Iteration 56Q: 3 clusters Score -625160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -625160.500000 Penalty: 4387.791016
	Iteration 57Q: 3 clusters Score -625160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -625161.375000 Penalty: 4387.791016
	Iteration 58Q: 3 clusters Score -625161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -625160.250000 Penalty: 4387.791016
	Iteration 59Q: 3 clusters Score -625160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -625160.937500 Penalty: 4387.791016
	Iteration 60F: 3 clusters Score -625160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Entering Unmasked Estep 
Score: -1015191.250000 Penalty: 2311.582520
	Iteration 0F: 2 clusters Score -1015191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1006758.000000 Penalty: 4623.165039
	Iteration 0F: 3 clusters Score -1006758 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1009438.812500 Penalty: 4623.165039
	Iteration 1F: 3 clusters Score -1009439 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1009898.687500 Penalty: 4623.165039
	Iteration 2F: 3 clusters Score -1009899 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1010336.000000 Penalty: 4623.165039
	Iteration 3F: 3 clusters Score -1010336 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1010742.000000 Penalty: 4623.165039
	Iteration 4F: 3 clusters Score -1010742 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1011153.437500 Penalty: 4623.165039
	Iteration 5F: 3 clusters Score -1011153 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1011560.937500 Penalty: 4623.165039
	Iteration 6F: 3 clusters Score -1011561 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1011920.562500 Penalty: 4623.165039
	Iteration 7Q: 3 clusters Score -1011921 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1012205.937500 Penalty: 4623.165039
	Iteration 8Q: 3 clusters Score -1012206 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1012402.500000 Penalty: 4623.165039
	Iteration 9Q: 3 clusters Score -1012402 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1012531.312500 Penalty: 4623.165039
	Iteration 10Q: 3 clusters Score -1012531 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1012624.687500 Penalty: 4623.165039
	Iteration 11Q: 3 clusters Score -1012625 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1012696.375000 Penalty: 4623.165039
	Iteration 12Q: 3 clusters Score -1012696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1012766.562500 Penalty: 4623.165039
	Iteration 13Q: 3 clusters Score -1012767 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1012831.312500 Penalty: 4623.165039
	Iteration 14Q: 3 clusters Score -1012831 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1012896.312500 Penalty: 4623.165039
	Iteration 15Q: 3 clusters Score -1012896 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1012966.687500 Penalty: 4623.165039
	Iteration 16Q: 3 clusters Score -1012967 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1013042.812500 Penalty: 4623.165039
	Iteration 17Q: 3 clusters Score -1013043 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1013112.062500 Penalty: 4623.165039
	Iteration 18Q: 3 clusters Score -1013112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1013165.812500 Penalty: 4623.165039
	Iteration 19Q: 3 clusters Score -1013166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1013228.312500 Penalty: 4623.165039
	Iteration 20F: 3 clusters Score -1013228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1013306.062500 Penalty: 4623.165039
	Iteration 21Q: 3 clusters Score -1013306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1013404.250000 Penalty: 4623.165039
	Iteration 22Q: 3 clusters Score -1013404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1013489.375000 Penalty: 4623.165039
	Iteration 23Q: 3 clusters Score -1013489 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1013565.312500 Penalty: 4623.165039
	Iteration 24Q: 3 clusters Score -1013565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1013620.250000 Penalty: 4623.165039
	Iteration 25Q: 3 clusters Score -1013620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1013668.375000 Penalty: 4623.165039
	Iteration 26Q: 3 clusters Score -1013668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1013702.437500 Penalty: 4623.165039
	Iteration 27Q: 3 clusters Score -1013702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1013727.750000 Penalty: 4623.165039
	Iteration 28Q: 3 clusters Score -1013728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1013746.437500 Penalty: 4623.165039
	Iteration 29Q: 3 clusters Score -1013746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1013762.562500 Penalty: 4623.165039
	Iteration 30Q: 3 clusters Score -1013763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1013777.937500 Penalty: 4623.165039
	Iteration 31Q: 3 clusters Score -1013778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1013786.437500 Penalty: 4623.165039
	Iteration 32Q: 3 clusters Score -1013786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1013793.625000 Penalty: 4623.165039
	Iteration 33Q: 3 clusters Score -1013794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1013798.562500 Penalty: 4623.165039
	Iteration 34Q: 3 clusters Score -1013799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1013807.437500 Penalty: 4623.165039
	Iteration 35Q: 3 clusters Score -1013807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1013816.687500 Penalty: 4623.165039
	Iteration 36Q: 3 clusters Score -1013817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1013825.687500 Penalty: 4623.165039
	Iteration 37Q: 3 clusters Score -1013826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1013830.437500 Penalty: 4623.165039
	Iteration 38Q: 3 clusters Score -1013830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1013842.375000 Penalty: 4623.165039
	Iteration 39Q: 3 clusters Score -1013842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1013854.875000 Penalty: 4623.165039
	Iteration 40F: 3 clusters Score -1013855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1013867.625000 Penalty: 4623.165039
	Iteration 41Q: 3 clusters Score -1013868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1013886.562500 Penalty: 4623.165039
	Iteration 42Q: 3 clusters Score -1013887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1013908.250000 Penalty: 4623.165039
	Iteration 43Q: 3 clusters Score -1013908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1013920.500000 Penalty: 4623.165039
	Iteration 44Q: 3 clusters Score -1013920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1013933.375000 Penalty: 4623.165039
	Iteration 45Q: 3 clusters Score -1013933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1013944.375000 Penalty: 4623.165039
	Iteration 46Q: 3 clusters Score -1013944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1013952.062500 Penalty: 4623.165039
	Iteration 47Q: 3 clusters Score -1013952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1013958.750000 Penalty: 4623.165039
	Iteration 48Q: 3 clusters Score -1013959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1013967.125000 Penalty: 4623.165039
	Iteration 49Q: 3 clusters Score -1013967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1013973.812500 Penalty: 4623.165039
	Iteration 50Q: 3 clusters Score -1013974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1013979.062500 Penalty: 4623.165039
	Iteration 51Q: 3 clusters Score -1013979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1013983.812500 Penalty: 4623.165039
	Iteration 52Q: 3 clusters Score -1013984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1013991.687500 Penalty: 4623.165039
	Iteration 53Q: 3 clusters Score -1013992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1013997.062500 Penalty: 4623.165039
	Iteration 54Q: 3 clusters Score -1013997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1013999.812500 Penalty: 4623.165039
	Iteration 55Q: 3 clusters Score -1014000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1014004.187500 Penalty: 4623.165039
	Iteration 56Q: 3 clusters Score -1014004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1014007.187500 Penalty: 4623.165039
	Iteration 57Q: 3 clusters Score -1014007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1014010.875000 Penalty: 4623.165039
	Iteration 58Q: 3 clusters Score -1014011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1014014.625000 Penalty: 4623.165039
	Iteration 59Q: 3 clusters Score -1014015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1014018.250000 Penalty: 4623.165039
	Iteration 60F: 3 clusters Score -1014018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1014020.125000 Penalty: 4623.165039
	Iteration 61Q: 3 clusters Score -1014020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1014031.062500 Penalty: 4623.165039
	Iteration 62Q: 3 clusters Score -1014031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1014029.062500 Penalty: 4623.165039
	Iteration 63Q: 3 clusters Score -1014029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1014034.187500 Penalty: 4623.165039
	Iteration 64Q: 3 clusters Score -1014034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1014035.937500 Penalty: 4623.165039
	Iteration 65Q: 3 clusters Score -1014036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1014038.812500 Penalty: 4623.165039
	Iteration 66Q: 3 clusters Score -1014039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1014040.500000 Penalty: 4623.165039
	Iteration 67Q: 3 clusters Score -1014040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1014044.312500 Penalty: 4623.165039
	Iteration 68Q: 3 clusters Score -1014044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1014043.625000 Penalty: 4623.165039
	Iteration 69Q: 3 clusters Score -1014044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1014045.687500 Penalty: 4623.165039
	Iteration 70Q: 3 clusters Score -1014046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1014054.875000 Penalty: 4623.165039
	Iteration 71Q: 3 clusters Score -1014055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1014062.500000 Penalty: 4623.165039
	Iteration 72Q: 3 clusters Score -1014062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1014072.687500 Penalty: 4623.165039
	Iteration 73Q: 3 clusters Score -1014073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1014085.000000 Penalty: 4623.165039
	Iteration 74Q: 3 clusters Score -1014085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1014091.312500 Penalty: 4623.165039
	Iteration 75Q: 3 clusters Score -1014091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1014096.625000 Penalty: 4623.165039
	Iteration 76Q: 3 clusters Score -1014097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1014106.562500 Penalty: 4623.165039
	Iteration 77Q: 3 clusters Score -1014107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1014105.812500 Penalty: 4623.165039
	Iteration 78Q: 3 clusters Score -1014106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1014112.625000 Penalty: 4623.165039
	Iteration 79Q: 3 clusters Score -1014113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1014121.125000 Penalty: 4623.165039
	Iteration 80F: 3 clusters Score -1014121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1014131.187500 Penalty: 4623.165039
	Iteration 81Q: 3 clusters Score -1014131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1014138.562500 Penalty: 4623.165039
	Iteration 82Q: 3 clusters Score -1014139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1014143.000000 Penalty: 4623.165039
	Iteration 83Q: 3 clusters Score -1014143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1014149.625000 Penalty: 4623.165039
	Iteration 84Q: 3 clusters Score -1014150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1014150.437500 Penalty: 4623.165039
	Iteration 85Q: 3 clusters Score -1014150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1014154.687500 Penalty: 4623.165039
	Iteration 86Q: 3 clusters Score -1014155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1014154.687500 Penalty: 4623.165039
	Iteration 87Q: 3 clusters Score -1014155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1014156.000000 Penalty: 4623.165039
	Iteration 88Q: 3 clusters Score -1014156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1014158.562500 Penalty: 4623.165039
	Iteration 89Q: 3 clusters Score -1014159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1014161.875000 Penalty: 4623.165039
	Iteration 90Q: 3 clusters Score -1014162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1014161.687500 Penalty: 4623.165039
	Iteration 91Q: 3 clusters Score -1014162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1014168.375000 Penalty: 4623.165039
	Iteration 92Q: 3 clusters Score -1014168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1014167.437500 Penalty: 4623.165039
	Iteration 93Q: 3 clusters Score -1014167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1014168.812500 Penalty: 4623.165039
	Iteration 94Q: 3 clusters Score -1014169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1014170.750000 Penalty: 4623.165039
	Iteration 95Q: 3 clusters Score -1014171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1014174.125000 Penalty: 4623.165039
	Iteration 96Q: 3 clusters Score -1014174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1014176.062500 Penalty: 4623.165039
	Iteration 97Q: 3 clusters Score -1014176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1014178.437500 Penalty: 4623.165039
	Iteration 98Q: 3 clusters Score -1014178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1014183.125000 Penalty: 4623.165039
	Iteration 99Q: 3 clusters Score -1014183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1014185.875000 Penalty: 4623.165039
	Iteration 100F: 3 clusters Score -1014186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1014187.875000 Penalty: 4623.165039
	Iteration 101Q: 3 clusters Score -1014188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1014191.250000 Penalty: 4623.165039
	Iteration 102Q: 3 clusters Score -1014191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1014195.187500 Penalty: 4623.165039
	Iteration 103Q: 3 clusters Score -1014195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1014199.312500 Penalty: 4623.165039
	Iteration 104Q: 3 clusters Score -1014199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1014206.562500 Penalty: 4623.165039
	Iteration 105Q: 3 clusters Score -1014207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1014205.937500 Penalty: 4623.165039
	Iteration 106Q: 3 clusters Score -1014206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1014210.625000 Penalty: 4623.165039
	Iteration 107Q: 3 clusters Score -1014211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1014217.250000 Penalty: 4623.165039
	Iteration 108Q: 3 clusters Score -1014217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1014221.625000 Penalty: 4623.165039
	Iteration 109Q: 3 clusters Score -1014222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1014222.875000 Penalty: 4623.165039
	Iteration 110Q: 3 clusters Score -1014223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1014225.750000 Penalty: 4623.165039
	Iteration 111Q: 3 clusters Score -1014226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1014228.625000 Penalty: 4623.165039
	Iteration 112Q: 3 clusters Score -1014229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1014231.625000 Penalty: 4623.165039
	Iteration 113Q: 3 clusters Score -1014232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1014235.812500 Penalty: 4623.165039
	Iteration 114Q: 3 clusters Score -1014236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1014240.500000 Penalty: 4623.165039
	Iteration 115Q: 3 clusters Score -1014240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1014244.562500 Penalty: 4623.165039
	Iteration 116Q: 3 clusters Score -1014245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1014244.750000 Penalty: 4623.165039
	Iteration 117Q: 3 clusters Score -1014245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1014246.125000 Penalty: 4623.165039
	Iteration 118Q: 3 clusters Score -1014246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1014248.937500 Penalty: 4623.165039
	Iteration 119Q: 3 clusters Score -1014249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1014248.812500 Penalty: 4623.165039
	Iteration 120F: 3 clusters Score -1014249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -1002701.187500 Penalty: 2280.818848
	Iteration 0F: 2 clusters Score -1002701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -995054.250000 Penalty: 4561.637695
	Iteration 0F: 3 clusters Score -995054.2 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -997139.062500 Penalty: 4561.637695
	Iteration 1F: 3 clusters Score -997139.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -997442.687500 Penalty: 4561.637695
	Iteration 2F: 3 clusters Score -997442.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -997662.062500 Penalty: 4561.637695
	Iteration 3F: 3 clusters Score -997662.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -997838.625000 Penalty: 4561.637695
	Iteration 4Q: 3 clusters Score -997838.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -998060.125000 Penalty: 4561.637695
	Iteration 5Q: 3 clusters Score -998060.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -998301.187500 Penalty: 4561.637695
	Iteration 6Q: 3 clusters Score -998301.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -998557.000000 Penalty: 4561.637695
	Iteration 7Q: 3 clusters Score -998557 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -998845.125000 Penalty: 4561.637695
	Iteration 8Q: 3 clusters Score -998845.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -999175.875000 Penalty: 4561.637695
	Iteration 9Q: 3 clusters Score -999175.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -999523.687500 Penalty: 4561.637695
	Iteration 10Q: 3 clusters Score -999523.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -999821.500000 Penalty: 4561.637695
	Iteration 11Q: 3 clusters Score -999821.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1000072.437500 Penalty: 4561.637695
	Iteration 12Q: 3 clusters Score -1000072 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1000274.625000 Penalty: 4561.637695
	Iteration 13Q: 3 clusters Score -1000275 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1000432.687500 Penalty: 4561.637695
	Iteration 14Q: 3 clusters Score -1000433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1000557.937500 Penalty: 4561.637695
	Iteration 15Q: 3 clusters Score -1000558 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1000649.625000 Penalty: 4561.637695
	Iteration 16Q: 3 clusters Score -1000650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1000711.000000 Penalty: 4561.637695
	Iteration 17Q: 3 clusters Score -1000711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1000754.562500 Penalty: 4561.637695
	Iteration 18Q: 3 clusters Score -1000755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1000790.187500 Penalty: 4561.637695
	Iteration 19Q: 3 clusters Score -1000790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1000814.625000 Penalty: 4561.637695
	Iteration 20F: 3 clusters Score -1000815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1000834.312500 Penalty: 4561.637695
	Iteration 21Q: 3 clusters Score -1000834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1000847.812500 Penalty: 4561.637695
	Iteration 22Q: 3 clusters Score -1000848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1000864.375000 Penalty: 4561.637695
	Iteration 23Q: 3 clusters Score -1000864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1000878.062500 Penalty: 4561.637695
	Iteration 24Q: 3 clusters Score -1000878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1000888.937500 Penalty: 4561.637695
	Iteration 25Q: 3 clusters Score -1000889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1000896.062500 Penalty: 4561.637695
	Iteration 26Q: 3 clusters Score -1000896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1000897.125000 Penalty: 4561.637695
	Iteration 27Q: 3 clusters Score -1000897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1000901.625000 Penalty: 4561.637695
	Iteration 28Q: 3 clusters Score -1000902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1000904.812500 Penalty: 4561.637695
	Iteration 29Q: 3 clusters Score -1000905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1000909.625000 Penalty: 4561.637695
	Iteration 30Q: 3 clusters Score -1000910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1000910.062500 Penalty: 4561.637695
	Iteration 31Q: 3 clusters Score -1000910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1000912.812500 Penalty: 4561.637695
	Iteration 32Q: 3 clusters Score -1000913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1000917.687500 Penalty: 4561.637695
	Iteration 33Q: 3 clusters Score -1000918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1000920.125000 Penalty: 4561.637695
	Iteration 34Q: 3 clusters Score -1000920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1000920.625000 Penalty: 4561.637695
	Iteration 35Q: 3 clusters Score -1000921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1000923.437500 Penalty: 4561.637695
	Iteration 36Q: 3 clusters Score -1000923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1000924.375000 Penalty: 4561.637695
	Iteration 37Q: 3 clusters Score -1000924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1000923.375000 Penalty: 4561.637695
	Iteration 38Q: 3 clusters Score -1000923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1000922.250000 Penalty: 4561.637695
	Iteration 39Q: 3 clusters Score -1000922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1000928.312500 Penalty: 4561.637695
	Iteration 40F: 3 clusters Score -1000928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1000929.625000 Penalty: 4561.637695
	Iteration 41Q: 3 clusters Score -1000930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1000930.500000 Penalty: 4561.637695
	Iteration 42Q: 3 clusters Score -1000930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1000930.000000 Penalty: 4561.637695
	Iteration 43Q: 3 clusters Score -1000930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1000932.937500 Penalty: 4561.637695
	Iteration 44Q: 3 clusters Score -1000933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1000932.875000 Penalty: 4561.637695
	Iteration 45Q: 3 clusters Score -1000933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1000932.875000 Penalty: 4561.637695
	Iteration 46F: 3 clusters Score -1000933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Entering Unmasked Estep 
Score: -1736080.375000 Penalty: 2424.784668
	Iteration 0F: 2 clusters Score -1736080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1723561.500000 Penalty: 4849.569336
	Iteration 0F: 3 clusters Score -1723562 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1727784.750000 Penalty: 4849.569336
	Iteration 1F: 3 clusters Score -1727785 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1728325.625000 Penalty: 4849.569336
	Iteration 2F: 3 clusters Score -1728326 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1728860.625000 Penalty: 4849.569336
	Iteration 3F: 3 clusters Score -1728861 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1729440.250000 Penalty: 4849.569336
	Iteration 4F: 3 clusters Score -1729440 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1730078.625000 Penalty: 4849.569336
	Iteration 5F: 3 clusters Score -1730079 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1730701.875000 Penalty: 4849.569336
	Iteration 6F: 3 clusters Score -1730702 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1731256.125000 Penalty: 4849.569336
	Iteration 7F: 3 clusters Score -1731256 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1731751.750000 Penalty: 4849.569336
	Iteration 8Q: 3 clusters Score -1731752 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1732134.000000 Penalty: 4849.569336
	Iteration 9Q: 3 clusters Score -1732134 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1732414.750000 Penalty: 4849.569336
	Iteration 10Q: 3 clusters Score -1732415 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1732654.250000 Penalty: 4849.569336
	Iteration 11Q: 3 clusters Score -1732654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1732831.000000 Penalty: 4849.569336
	Iteration 12Q: 3 clusters Score -1732831 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1732973.125000 Penalty: 4849.569336
	Iteration 13Q: 3 clusters Score -1732973 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1733098.000000 Penalty: 4849.569336
	Iteration 14Q: 3 clusters Score -1733098 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1733202.875000 Penalty: 4849.569336
	Iteration 15Q: 3 clusters Score -1733203 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1733280.375000 Penalty: 4849.569336
	Iteration 16Q: 3 clusters Score -1733280 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1733352.625000 Penalty: 4849.569336
	Iteration 17Q: 3 clusters Score -1733353 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1733418.500000 Penalty: 4849.569336
	Iteration 18Q: 3 clusters Score -1733418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1733473.250000 Penalty: 4849.569336
	Iteration 19Q: 3 clusters Score -1733473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1733516.000000 Penalty: 4849.569336
	Iteration 20F: 3 clusters Score -1733516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1733557.875000 Penalty: 4849.569336
	Iteration 21Q: 3 clusters Score -1733558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1733602.000000 Penalty: 4849.569336
	Iteration 22Q: 3 clusters Score -1733602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1733633.125000 Penalty: 4849.569336
	Iteration 23Q: 3 clusters Score -1733633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1733657.375000 Penalty: 4849.569336
	Iteration 24Q: 3 clusters Score -1733657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1733678.500000 Penalty: 4849.569336
	Iteration 25Q: 3 clusters Score -1733678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1733698.125000 Penalty: 4849.569336
	Iteration 26Q: 3 clusters Score -1733698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1733722.125000 Penalty: 4849.569336
	Iteration 27Q: 3 clusters Score -1733722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1733739.750000 Penalty: 4849.569336
	Iteration 28Q: 3 clusters Score -1733740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1733760.250000 Penalty: 4849.569336
	Iteration 29Q: 3 clusters Score -1733760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1733792.625000 Penalty: 4849.569336
	Iteration 30Q: 3 clusters Score -1733793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1733827.625000 Penalty: 4849.569336
	Iteration 31Q: 3 clusters Score -1733828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1733847.250000 Penalty: 4849.569336
	Iteration 32Q: 3 clusters Score -1733847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1733866.875000 Penalty: 4849.569336
	Iteration 33Q: 3 clusters Score -1733867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1733877.500000 Penalty: 4849.569336
	Iteration 34Q: 3 clusters Score -1733878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1733888.875000 Penalty: 4849.569336
	Iteration 35Q: 3 clusters Score -1733889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1733905.500000 Penalty: 4849.569336
	Iteration 36Q: 3 clusters Score -1733906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1733916.375000 Penalty: 4849.569336
	Iteration 37Q: 3 clusters Score -1733916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1733925.250000 Penalty: 4849.569336
	Iteration 38Q: 3 clusters Score -1733925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1733928.125000 Penalty: 4849.569336
	Iteration 39Q: 3 clusters Score -1733928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1733934.125000 Penalty: 4849.569336
	Iteration 40F: 3 clusters Score -1733934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1733941.250000 Penalty: 4849.569336
	Iteration 41Q: 3 clusters Score -1733941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1733947.875000 Penalty: 4849.569336
	Iteration 42Q: 3 clusters Score -1733948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1733952.875000 Penalty: 4849.569336
	Iteration 43Q: 3 clusters Score -1733953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1733957.500000 Penalty: 4849.569336
	Iteration 44Q: 3 clusters Score -1733958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1733958.250000 Penalty: 4849.569336
	Iteration 45Q: 3 clusters Score -1733958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1733957.000000 Penalty: 4849.569336
	Iteration 46Q: 3 clusters Score -1733957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1733956.125000 Penalty: 4849.569336
	Iteration 47Q: 3 clusters Score -1733956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1733958.250000 Penalty: 4849.569336
	Iteration 48Q: 3 clusters Score -1733958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1733961.250000 Penalty: 4849.569336
	Iteration 49Q: 3 clusters Score -1733961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1733961.250000 Penalty: 4849.569336
	Iteration 50F: 3 clusters Score -1733961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -613874.812500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -613874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -608676.687500 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -608676.7 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -609986.500000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -609986.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -610241.312500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -610241.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -610443.625000 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -610443.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -610624.562500 Penalty: 4324.051758
	Iteration 4F: 3 clusters Score -610624.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -610807.250000 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -610807.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -610963.937500 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -610963.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -611098.625000 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -611098.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -611218.875000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -611218.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -611319.437500 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -611319.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -611402.562500 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -611402.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -611466.250000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -611466.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -611523.812500 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -611523.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -611574.500000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -611574.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -611614.687500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -611614.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -611648.750000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -611648.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -611676.250000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -611676.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -611705.687500 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -611705.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -611725.625000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -611725.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -611742.312500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -611742.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -611757.437500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -611757.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -611774.312500 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -611774.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -611787.937500 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -611787.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -611799.312500 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -611799.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -611813.062500 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -611813.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -611819.875000 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -611819.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -611838.500000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -611838.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -611850.437500 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -611850.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -611865.500000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -611865.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -611875.937500 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -611875.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -611891.812500 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -611891.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -611906.875000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -611906.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -611918.812500 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -611918.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -611930.312500 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -611930.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -611936.625000 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -611936.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -611944.062500 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -611944.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -611949.250000 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -611949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -611954.062500 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -611954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -611957.250000 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -611957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -611959.312500 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -611959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -611964.812500 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -611964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -611964.625000 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -611964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -611967.312500 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -611967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -611971.562500 Penalty: 4324.051758
	Iteration 43Q: 3 clusters Score -611971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -611972.875000 Penalty: 4324.051758
	Iteration 44Q: 3 clusters Score -611972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -611975.312500 Penalty: 4324.051758
	Iteration 45Q: 3 clusters Score -611975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -611976.750000 Penalty: 4324.051758
	Iteration 46Q: 3 clusters Score -611976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -611979.625000 Penalty: 4324.051758
	Iteration 47Q: 3 clusters Score -611979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -611979.750000 Penalty: 4324.051758
	Iteration 48Q: 3 clusters Score -611979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -611983.312500 Penalty: 4324.051758
	Iteration 49Q: 3 clusters Score -611983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -611985.625000 Penalty: 4324.051758
	Iteration 50Q: 3 clusters Score -611985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -611986.250000 Penalty: 4324.051758
	Iteration 51Q: 3 clusters Score -611986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -611987.062500 Penalty: 4324.051758
	Iteration 52Q: 3 clusters Score -611987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -611986.562500 Penalty: 4324.051758
	Iteration 53Q: 3 clusters Score -611986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -611987.687500 Penalty: 4324.051758
	Iteration 54Q: 3 clusters Score -611987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -611987.687500 Penalty: 4324.051758
	Iteration 55Q: 3 clusters Score -611987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -611987.875000 Penalty: 4324.051758
	Iteration 56Q: 3 clusters Score -611987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -611989.875000 Penalty: 4324.051758
	Iteration 57Q: 3 clusters Score -611989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -611991.500000 Penalty: 4324.051758
	Iteration 58Q: 3 clusters Score -611991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -611990.000000 Penalty: 4324.051758
	Iteration 59Q: 3 clusters Score -611990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -611992.187500 Penalty: 4324.051758
	Iteration 60F: 3 clusters Score -611992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -611993.500000 Penalty: 4324.051758
	Iteration 61Q: 3 clusters Score -611993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -611997.437500 Penalty: 4324.051758
	Iteration 62Q: 3 clusters Score -611997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -611998.187500 Penalty: 4324.051758
	Iteration 63Q: 3 clusters Score -611998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -611998.312500 Penalty: 4324.051758
	Iteration 64Q: 3 clusters Score -611998.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -611998.312500 Penalty: 4324.051758
	Iteration 65F: 3 clusters Score -611998.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Entering Unmasked Estep 
Score: -6024842.000000 Penalty: 2727.638916
	Iteration 0F: 2 clusters Score -6024842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5984788.500000 Penalty: 5455.277832
	Iteration 0F: 3 clusters Score -5984788 nChanged 27722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -6000471.500000 Penalty: 5455.277832
	Iteration 1F: 3 clusters Score -6000472 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6001347.500000 Penalty: 5455.277832
	Iteration 2Q: 3 clusters Score -6001348 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -6002285.500000 Penalty: 5455.277832
	Iteration 3Q: 3 clusters Score -6002286 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -6003488.500000 Penalty: 5455.277832
	Iteration 4Q: 3 clusters Score -6003488 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -6005058.500000 Penalty: 5455.277832
	Iteration 5F: 3 clusters Score -6005058 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -6007229.500000 Penalty: 5455.277832
	Iteration 6F: 3 clusters Score -6007230 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -6009916.000000 Penalty: 5455.277832
	Iteration 7F: 3 clusters Score -6009916 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6012922.500000 Penalty: 5455.277832
	Iteration 8F: 3 clusters Score -6012922 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -6015571.500000 Penalty: 5455.277832
	Iteration 9F: 3 clusters Score -6015572 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -6017648.000000 Penalty: 5455.277832
	Iteration 10Q: 3 clusters Score -6017648 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -6019062.500000 Penalty: 5455.277832
	Iteration 11Q: 3 clusters Score -6019062 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -6020204.000000 Penalty: 5455.277832
	Iteration 12Q: 3 clusters Score -6020204 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -6021110.000000 Penalty: 5455.277832
	Iteration 13Q: 3 clusters Score -6021110 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -6021743.500000 Penalty: 5455.277832
	Iteration 14Q: 3 clusters Score -6021744 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6022239.000000 Penalty: 5455.277832
	Iteration 15Q: 3 clusters Score -6022239 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -6022554.500000 Penalty: 5455.277832
	Iteration 16Q: 3 clusters Score -6022554 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6022786.500000 Penalty: 5455.277832
	Iteration 17Q: 3 clusters Score -6022786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6022940.000000 Penalty: 5455.277832
	Iteration 18Q: 3 clusters Score -6022940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6023069.500000 Penalty: 5455.277832
	Iteration 19Q: 3 clusters Score -6023070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6023193.000000 Penalty: 5455.277832
	Iteration 20F: 3 clusters Score -6023193 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6023245.500000 Penalty: 5455.277832
	Iteration 21Q: 3 clusters Score -6023246 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6023310.000000 Penalty: 5455.277832
	Iteration 22Q: 3 clusters Score -6023310 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6023373.000000 Penalty: 5455.277832
	Iteration 23Q: 3 clusters Score -6023373 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6023406.500000 Penalty: 5455.277832
	Iteration 24Q: 3 clusters Score -6023406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6023421.000000 Penalty: 5455.277832
	Iteration 25Q: 3 clusters Score -6023421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6023455.500000 Penalty: 5455.277832
	Iteration 26Q: 3 clusters Score -6023456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6023468.000000 Penalty: 5455.277832
	Iteration 27Q: 3 clusters Score -6023468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6023487.000000 Penalty: 5455.277832
	Iteration 28Q: 3 clusters Score -6023487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6023487.500000 Penalty: 5455.277832
	Iteration 29Q: 3 clusters Score -6023488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6023480.500000 Penalty: 5455.277832
	Iteration 30Q: 3 clusters Score -6023480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6023488.500000 Penalty: 5455.277832
	Iteration 31Q: 3 clusters Score -6023488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6023492.000000 Penalty: 5455.277832
	Iteration 32Q: 3 clusters Score -6023492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6023495.000000 Penalty: 5455.277832
	Iteration 33Q: 3 clusters Score -6023495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6023485.000000 Penalty: 5455.277832
	Iteration 34Q: 3 clusters Score -6023485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6023495.000000 Penalty: 5455.277832
	Iteration 35Q: 3 clusters Score -6023495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6023505.000000 Penalty: 5455.277832
	Iteration 36Q: 3 clusters Score -6023505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6023505.500000 Penalty: 5455.277832
	Iteration 37Q: 3 clusters Score -6023506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6023527.000000 Penalty: 5455.277832
	Iteration 38Q: 3 clusters Score -6023527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6023520.500000 Penalty: 5455.277832
	Iteration 39Q: 3 clusters Score -6023520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6023527.500000 Penalty: 5455.277832
	Iteration 40F: 3 clusters Score -6023528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6023546.500000 Penalty: 5455.277832
	Iteration 41Q: 3 clusters Score -6023546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6023555.500000 Penalty: 5455.277832
	Iteration 42Q: 3 clusters Score -6023556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6023557.000000 Penalty: 5455.277832
	Iteration 43Q: 3 clusters Score -6023557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6023558.000000 Penalty: 5455.277832
	Iteration 44Q: 3 clusters Score -6023558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6023557.000000 Penalty: 5455.277832
	Iteration 45Q: 3 clusters Score -6023557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6023564.000000 Penalty: 5455.277832
	Iteration 46Q: 3 clusters Score -6023564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6023565.000000 Penalty: 5455.277832
	Iteration 47Q: 3 clusters Score -6023565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6023560.500000 Penalty: 5455.277832
	Iteration 48Q: 3 clusters Score -6023560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6023561.000000 Penalty: 5455.277832
	Iteration 49Q: 3 clusters Score -6023561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6023566.500000 Penalty: 5455.277832
	Iteration 50Q: 3 clusters Score -6023566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6023567.500000 Penalty: 5455.277832
	Iteration 51Q: 3 clusters Score -6023568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6023573.500000 Penalty: 5455.277832
	Iteration 52Q: 3 clusters Score -6023574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6023562.000000 Penalty: 5455.277832
	Iteration 53Q: 3 clusters Score -6023562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6023565.500000 Penalty: 5455.277832
	Iteration 54Q: 3 clusters Score -6023566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6023569.000000 Penalty: 5455.277832
	Iteration 55Q: 3 clusters Score -6023569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6023562.000000 Penalty: 5455.277832
	Iteration 56Q: 3 clusters Score -6023562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6023564.000000 Penalty: 5455.277832
	Iteration 57Q: 3 clusters Score -6023564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6023567.500000 Penalty: 5455.277832
	Iteration 58Q: 3 clusters Score -6023568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6023568.500000 Penalty: 5455.277832
	Iteration 59Q: 3 clusters Score -6023568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6023570.000000 Penalty: 5455.277832
	Iteration 60F: 3 clusters Score -6023570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6023572.500000 Penalty: 5455.277832
	Iteration 61Q: 3 clusters Score -6023572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6023572.000000 Penalty: 5455.277832
	Iteration 62Q: 3 clusters Score -6023572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6023570.000000 Penalty: 5455.277832
	Iteration 63Q: 3 clusters Score -6023570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6023569.000000 Penalty: 5455.277832
	Iteration 64Q: 3 clusters Score -6023569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6023571.000000 Penalty: 5455.277832
	Iteration 65Q: 3 clusters Score -6023571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6023566.000000 Penalty: 5455.277832
	Iteration 66Q: 3 clusters Score -6023566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6023567.000000 Penalty: 5455.277832
	Iteration 67Q: 3 clusters Score -6023567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6023567.500000 Penalty: 5455.277832
	Iteration 68Q: 3 clusters Score -6023568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6023568.000000 Penalty: 5455.277832
	Iteration 69Q: 3 clusters Score -6023568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6023568.500000 Penalty: 5455.277832
	Iteration 70Q: 3 clusters Score -6023568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6023568.500000 Penalty: 5455.277832
	Iteration 71F: 3 clusters Score -6023568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Entering Unmasked Estep 
Score: -4398184.000000 Penalty: 2657.528076
	Iteration 0F: 2 clusters Score -4398184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4367720.500000 Penalty: 5315.056152
	Iteration 0F: 3 clusters Score -4367720 nChanged 20699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4379494.500000 Penalty: 5315.056152
	Iteration 1F: 3 clusters Score -4379494 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4380421.500000 Penalty: 5315.056152
	Iteration 2Q: 3 clusters Score -4380422 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4381621.000000 Penalty: 5315.056152
	Iteration 3F: 3 clusters Score -4381621 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4383152.000000 Penalty: 5315.056152
	Iteration 4F: 3 clusters Score -4383152 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4385078.500000 Penalty: 5315.056152
	Iteration 5F: 3 clusters Score -4385078 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4387387.500000 Penalty: 5315.056152
	Iteration 6F: 3 clusters Score -4387388 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4389686.000000 Penalty: 5315.056152
	Iteration 7F: 3 clusters Score -4389686 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4391707.500000 Penalty: 5315.056152
	Iteration 8F: 3 clusters Score -4391708 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4392929.000000 Penalty: 5315.056152
	Iteration 9Q: 3 clusters Score -4392929 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4393550.500000 Penalty: 5315.056152
	Iteration 10Q: 3 clusters Score -4393550 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4393868.500000 Penalty: 5315.056152
	Iteration 11Q: 3 clusters Score -4393868 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -4394030.000000 Penalty: 5315.056152
	Iteration 12Q: 3 clusters Score -4394030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4394118.500000 Penalty: 5315.056152
	Iteration 13Q: 3 clusters Score -4394118 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4394172.500000 Penalty: 5315.056152
	Iteration 14Q: 3 clusters Score -4394172 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4394226.500000 Penalty: 5315.056152
	Iteration 15Q: 3 clusters Score -4394226 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4394242.500000 Penalty: 5315.056152
	Iteration 16Q: 3 clusters Score -4394242 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4394270.500000 Penalty: 5315.056152
	Iteration 17Q: 3 clusters Score -4394270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4394285.500000 Penalty: 5315.056152
	Iteration 18Q: 3 clusters Score -4394286 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4394298.500000 Penalty: 5315.056152
	Iteration 19Q: 3 clusters Score -4394298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4394312.500000 Penalty: 5315.056152
	Iteration 20F: 3 clusters Score -4394312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4394311.000000 Penalty: 5315.056152
	Iteration 21Q: 3 clusters Score -4394311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4394313.000000 Penalty: 5315.056152
	Iteration 22Q: 3 clusters Score -4394313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4394330.000000 Penalty: 5315.056152
	Iteration 23Q: 3 clusters Score -4394330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4394329.000000 Penalty: 5315.056152
	Iteration 24Q: 3 clusters Score -4394329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4394329.500000 Penalty: 5315.056152
	Iteration 25Q: 3 clusters Score -4394330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4394338.500000 Penalty: 5315.056152
	Iteration 26Q: 3 clusters Score -4394338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4394339.500000 Penalty: 5315.056152
	Iteration 27Q: 3 clusters Score -4394340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4394334.000000 Penalty: 5315.056152
	Iteration 28Q: 3 clusters Score -4394334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4394333.000000 Penalty: 5315.056152
	Iteration 29Q: 3 clusters Score -4394333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4394348.000000 Penalty: 5315.056152
	Iteration 30Q: 3 clusters Score -4394348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4394347.500000 Penalty: 5315.056152
	Iteration 31Q: 3 clusters Score -4394348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4394350.500000 Penalty: 5315.056152
	Iteration 32Q: 3 clusters Score -4394350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4394343.500000 Penalty: 5315.056152
	Iteration 33Q: 3 clusters Score -4394344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4394349.000000 Penalty: 5315.056152
	Iteration 34Q: 3 clusters Score -4394349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4394344.500000 Penalty: 5315.056152
	Iteration 35Q: 3 clusters Score -4394344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4394365.500000 Penalty: 5315.056152
	Iteration 36Q: 3 clusters Score -4394366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4394367.000000 Penalty: 5315.056152
	Iteration 37Q: 3 clusters Score -4394367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4394375.000000 Penalty: 5315.056152
	Iteration 38Q: 3 clusters Score -4394375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4394366.500000 Penalty: 5315.056152
	Iteration 39Q: 3 clusters Score -4394366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4394360.500000 Penalty: 5315.056152
	Iteration 40F: 3 clusters Score -4394360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4394365.500000 Penalty: 5315.056152
	Iteration 41Q: 3 clusters Score -4394366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4394369.000000 Penalty: 5315.056152
	Iteration 42Q: 3 clusters Score -4394369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4394371.000000 Penalty: 5315.056152
	Iteration 43Q: 3 clusters Score -4394371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4394380.000000 Penalty: 5315.056152
	Iteration 44Q: 3 clusters Score -4394380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4394373.000000 Penalty: 5315.056152
	Iteration 45Q: 3 clusters Score -4394373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4394372.000000 Penalty: 5315.056152
	Iteration 46Q: 3 clusters Score -4394372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4394373.000000 Penalty: 5315.056152
	Iteration 47Q: 3 clusters Score -4394373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4394385.500000 Penalty: 5315.056152
	Iteration 48Q: 3 clusters Score -4394386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4394382.500000 Penalty: 5315.056152
	Iteration 49Q: 3 clusters Score -4394382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4394383.500000 Penalty: 5315.056152
	Iteration 50Q: 3 clusters Score -4394384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4394393.500000 Penalty: 5315.056152
	Iteration 51Q: 3 clusters Score -4394394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4394393.500000 Penalty: 5315.056152
	Iteration 52Q: 3 clusters Score -4394394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4394390.000000 Penalty: 5315.056152
	Iteration 53Q: 3 clusters Score -4394390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4394389.500000 Penalty: 5315.056152
	Iteration 54Q: 3 clusters Score -4394390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4394396.500000 Penalty: 5315.056152
	Iteration 55Q: 3 clusters Score -4394396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4394389.000000 Penalty: 5315.056152
	Iteration 56Q: 3 clusters Score -4394389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4394387.000000 Penalty: 5315.056152
	Iteration 57Q: 3 clusters Score -4394387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4394393.500000 Penalty: 5315.056152
	Iteration 58Q: 3 clusters Score -4394394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4394393.000000 Penalty: 5315.056152
	Iteration 59Q: 3 clusters Score -4394393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4394397.500000 Penalty: 5315.056152
	Iteration 60F: 3 clusters Score -4394398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4394390.500000 Penalty: 5315.056152
	Iteration 61Q: 3 clusters Score -4394390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4394390.500000 Penalty: 5315.056152
	Iteration 62Q: 3 clusters Score -4394390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4394390.500000 Penalty: 5315.056152
	Iteration 63Q: 3 clusters Score -4394390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4394390.500000 Penalty: 5315.056152
	Iteration 64Q: 3 clusters Score -4394390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4394391.000000 Penalty: 5315.056152
	Iteration 65Q: 3 clusters Score -4394391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4394390.000000 Penalty: 5315.056152
	Iteration 66Q: 3 clusters Score -4394390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4394389.500000 Penalty: 5315.056152
	Iteration 67Q: 3 clusters Score -4394390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4394375.000000 Penalty: 5315.056152
	Iteration 68Q: 3 clusters Score -4394375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4394372.000000 Penalty: 5315.056152
	Iteration 69Q: 3 clusters Score -4394372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4394377.500000 Penalty: 5315.056152
	Iteration 70Q: 3 clusters Score -4394378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4394383.500000 Penalty: 5315.056152
	Iteration 71Q: 3 clusters Score -4394384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4394383.500000 Penalty: 5315.056152
	Iteration 72Q: 3 clusters Score -4394384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4394388.000000 Penalty: 5315.056152
	Iteration 73Q: 3 clusters Score -4394388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4394383.000000 Penalty: 5315.056152
	Iteration 74Q: 3 clusters Score -4394383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4394384.000000 Penalty: 5315.056152
	Iteration 75Q: 3 clusters Score -4394384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4394380.500000 Penalty: 5315.056152
	Iteration 76Q: 3 clusters Score -4394380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4394378.000000 Penalty: 5315.056152
	Iteration 77Q: 3 clusters Score -4394378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4394378.000000 Penalty: 5315.056152
	Iteration 78F: 3 clusters Score -4394378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Entering Unmasked Estep 
Score: -3241150.750000 Penalty: 2574.840088
	Iteration 0F: 2 clusters Score -3241151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3219194.500000 Penalty: 5149.680176
	Iteration 0F: 3 clusters Score -3219194 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3227136.000000 Penalty: 5149.680176
	Iteration 1F: 3 clusters Score -3227136 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3227688.250000 Penalty: 5149.680176
	Iteration 2F: 3 clusters Score -3227688 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3228200.250000 Penalty: 5149.680176
	Iteration 3Q: 3 clusters Score -3228200 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3228681.750000 Penalty: 5149.680176
	Iteration 4Q: 3 clusters Score -3228682 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3229201.250000 Penalty: 5149.680176
	Iteration 5Q: 3 clusters Score -3229201 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3229762.750000 Penalty: 5149.680176
	Iteration 6Q: 3 clusters Score -3229763 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3230384.750000 Penalty: 5149.680176
	Iteration 7Q: 3 clusters Score -3230385 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3231113.750000 Penalty: 5149.680176
	Iteration 8Q: 3 clusters Score -3231114 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3231935.250000 Penalty: 5149.680176
	Iteration 9Q: 3 clusters Score -3231935 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3232857.250000 Penalty: 5149.680176
	Iteration 10Q: 3 clusters Score -3232857 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3233838.500000 Penalty: 5149.680176
	Iteration 11Q: 3 clusters Score -3233838 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3234701.500000 Penalty: 5149.680176
	Iteration 12Q: 3 clusters Score -3234702 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3235308.750000 Penalty: 5149.680176
	Iteration 13Q: 3 clusters Score -3235309 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3235661.500000 Penalty: 5149.680176
	Iteration 14Q: 3 clusters Score -3235662 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3235914.000000 Penalty: 5149.680176
	Iteration 15Q: 3 clusters Score -3235914 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3236090.750000 Penalty: 5149.680176
	Iteration 16Q: 3 clusters Score -3236091 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3236262.250000 Penalty: 5149.680176
	Iteration 17Q: 3 clusters Score -3236262 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3236426.750000 Penalty: 5149.680176
	Iteration 18Q: 3 clusters Score -3236427 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3236579.750000 Penalty: 5149.680176
	Iteration 19Q: 3 clusters Score -3236580 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3236711.000000 Penalty: 5149.680176
	Iteration 20F: 3 clusters Score -3236711 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3236844.750000 Penalty: 5149.680176
	Iteration 21Q: 3 clusters Score -3236845 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3236991.250000 Penalty: 5149.680176
	Iteration 22Q: 3 clusters Score -3236991 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3237118.250000 Penalty: 5149.680176
	Iteration 23Q: 3 clusters Score -3237118 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3237246.500000 Penalty: 5149.680176
	Iteration 24Q: 3 clusters Score -3237246 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3237371.250000 Penalty: 5149.680176
	Iteration 25Q: 3 clusters Score -3237371 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3237487.250000 Penalty: 5149.680176
	Iteration 26Q: 3 clusters Score -3237487 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3237618.500000 Penalty: 5149.680176
	Iteration 27Q: 3 clusters Score -3237618 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3237736.750000 Penalty: 5149.680176
	Iteration 28Q: 3 clusters Score -3237737 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3237852.000000 Penalty: 5149.680176
	Iteration 29Q: 3 clusters Score -3237852 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3237956.750000 Penalty: 5149.680176
	Iteration 30Q: 3 clusters Score -3237957 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3238051.250000 Penalty: 5149.680176
	Iteration 31Q: 3 clusters Score -3238051 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3238139.500000 Penalty: 5149.680176
	Iteration 32Q: 3 clusters Score -3238140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3238230.250000 Penalty: 5149.680176
	Iteration 33Q: 3 clusters Score -3238230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3238292.750000 Penalty: 5149.680176
	Iteration 34Q: 3 clusters Score -3238293 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3238340.250000 Penalty: 5149.680176
	Iteration 35Q: 3 clusters Score -3238340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3238411.000000 Penalty: 5149.680176
	Iteration 36Q: 3 clusters Score -3238411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3238475.000000 Penalty: 5149.680176
	Iteration 37Q: 3 clusters Score -3238475 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3238519.750000 Penalty: 5149.680176
	Iteration 38Q: 3 clusters Score -3238520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3238575.750000 Penalty: 5149.680176
	Iteration 39Q: 3 clusters Score -3238576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3238609.750000 Penalty: 5149.680176
	Iteration 40F: 3 clusters Score -3238610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3238655.500000 Penalty: 5149.680176
	Iteration 41Q: 3 clusters Score -3238656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3238690.500000 Penalty: 5149.680176
	Iteration 42Q: 3 clusters Score -3238690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3238705.500000 Penalty: 5149.680176
	Iteration 43Q: 3 clusters Score -3238706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3238721.750000 Penalty: 5149.680176
	Iteration 44Q: 3 clusters Score -3238722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3238741.500000 Penalty: 5149.680176
	Iteration 45Q: 3 clusters Score -3238742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3238762.750000 Penalty: 5149.680176
	Iteration 46Q: 3 clusters Score -3238763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3238785.250000 Penalty: 5149.680176
	Iteration 47Q: 3 clusters Score -3238785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3238786.250000 Penalty: 5149.680176
	Iteration 48Q: 3 clusters Score -3238786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3238814.000000 Penalty: 5149.680176
	Iteration 49Q: 3 clusters Score -3238814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3238833.500000 Penalty: 5149.680176
	Iteration 50Q: 3 clusters Score -3238834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3238846.500000 Penalty: 5149.680176
	Iteration 51Q: 3 clusters Score -3238846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3238858.250000 Penalty: 5149.680176
	Iteration 52Q: 3 clusters Score -3238858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3238865.250000 Penalty: 5149.680176
	Iteration 53Q: 3 clusters Score -3238865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3238873.750000 Penalty: 5149.680176
	Iteration 54Q: 3 clusters Score -3238874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3238879.750000 Penalty: 5149.680176
	Iteration 55Q: 3 clusters Score -3238880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3238891.250000 Penalty: 5149.680176
	Iteration 56Q: 3 clusters Score -3238891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3238897.000000 Penalty: 5149.680176
	Iteration 57Q: 3 clusters Score -3238897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3238900.000000 Penalty: 5149.680176
	Iteration 58Q: 3 clusters Score -3238900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3238908.750000 Penalty: 5149.680176
	Iteration 59Q: 3 clusters Score -3238909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3238918.000000 Penalty: 5149.680176
	Iteration 60F: 3 clusters Score -3238918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3238927.000000 Penalty: 5149.680176
	Iteration 61Q: 3 clusters Score -3238927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3238931.000000 Penalty: 5149.680176
	Iteration 62Q: 3 clusters Score -3238931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3238929.500000 Penalty: 5149.680176
	Iteration 63Q: 3 clusters Score -3238930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3238929.250000 Penalty: 5149.680176
	Iteration 64Q: 3 clusters Score -3238929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3238933.000000 Penalty: 5149.680176
	Iteration 65Q: 3 clusters Score -3238933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3238936.000000 Penalty: 5149.680176
	Iteration 66Q: 3 clusters Score -3238936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3238938.500000 Penalty: 5149.680176
	Iteration 67Q: 3 clusters Score -3238938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3238938.250000 Penalty: 5149.680176
	Iteration 68Q: 3 clusters Score -3238938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3238937.500000 Penalty: 5149.680176
	Iteration 69Q: 3 clusters Score -3238938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3238945.000000 Penalty: 5149.680176
	Iteration 70Q: 3 clusters Score -3238945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3238945.000000 Penalty: 5149.680176
	Iteration 71F: 3 clusters Score -3238945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Entering Unmasked Estep 
Score: -2763826.500000 Penalty: 2535.374756
	Iteration 0F: 2 clusters Score -2763826 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 13782 members 
Entering Unmasked Estep 
Score: -2744830.500000 Penalty: 5070.749512
	Iteration 0F: 3 clusters Score -2744830 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2751544.500000 Penalty: 5070.749512
	Iteration 1F: 3 clusters Score -2751544 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2752053.750000 Penalty: 5070.749512
	Iteration 2Q: 3 clusters Score -2752054 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2752542.250000 Penalty: 5070.749512
	Iteration 3Q: 3 clusters Score -2752542 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2753110.000000 Penalty: 5070.749512
	Iteration 4Q: 3 clusters Score -2753110 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2753704.500000 Penalty: 5070.749512
	Iteration 5Q: 3 clusters Score -2753704 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2754393.250000 Penalty: 5070.749512
	Iteration 6F: 3 clusters Score -2754393 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2755133.000000 Penalty: 5070.749512
	Iteration 7F: 3 clusters Score -2755133 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2755799.250000 Penalty: 5070.749512
	Iteration 8Q: 3 clusters Score -2755799 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2756396.000000 Penalty: 5070.749512
	Iteration 9Q: 3 clusters Score -2756396 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2756899.750000 Penalty: 5070.749512
	Iteration 10Q: 3 clusters Score -2756900 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2757369.750000 Penalty: 5070.749512
	Iteration 11Q: 3 clusters Score -2757370 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2757832.500000 Penalty: 5070.749512
	Iteration 12Q: 3 clusters Score -2757832 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2758285.500000 Penalty: 5070.749512
	Iteration 13Q: 3 clusters Score -2758286 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2758716.750000 Penalty: 5070.749512
	Iteration 14Q: 3 clusters Score -2758717 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2759074.250000 Penalty: 5070.749512
	Iteration 15Q: 3 clusters Score -2759074 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2759332.500000 Penalty: 5070.749512
	Iteration 16Q: 3 clusters Score -2759332 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2759524.750000 Penalty: 5070.749512
	Iteration 17Q: 3 clusters Score -2759525 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2759665.500000 Penalty: 5070.749512
	Iteration 18Q: 3 clusters Score -2759666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2759768.750000 Penalty: 5070.749512
	Iteration 19Q: 3 clusters Score -2759769 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2759828.250000 Penalty: 5070.749512
	Iteration 20F: 3 clusters Score -2759828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2759906.500000 Penalty: 5070.749512
	Iteration 21Q: 3 clusters Score -2759906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2759959.500000 Penalty: 5070.749512
	Iteration 22Q: 3 clusters Score -2759960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2760025.250000 Penalty: 5070.749512
	Iteration 23Q: 3 clusters Score -2760025 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2760079.000000 Penalty: 5070.749512
	Iteration 24Q: 3 clusters Score -2760079 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2760156.000000 Penalty: 5070.749512
	Iteration 25Q: 3 clusters Score -2760156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2760209.000000 Penalty: 5070.749512
	Iteration 26Q: 3 clusters Score -2760209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2760277.000000 Penalty: 5070.749512
	Iteration 27Q: 3 clusters Score -2760277 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2760343.250000 Penalty: 5070.749512
	Iteration 28Q: 3 clusters Score -2760343 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2760420.000000 Penalty: 5070.749512
	Iteration 29Q: 3 clusters Score -2760420 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2760492.500000 Penalty: 5070.749512
	Iteration 30Q: 3 clusters Score -2760492 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2760558.750000 Penalty: 5070.749512
	Iteration 31Q: 3 clusters Score -2760559 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2760627.500000 Penalty: 5070.749512
	Iteration 32Q: 3 clusters Score -2760628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2760707.750000 Penalty: 5070.749512
	Iteration 33Q: 3 clusters Score -2760708 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2760782.750000 Penalty: 5070.749512
	Iteration 34Q: 3 clusters Score -2760783 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2760844.250000 Penalty: 5070.749512
	Iteration 35Q: 3 clusters Score -2760844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2760896.000000 Penalty: 5070.749512
	Iteration 36Q: 3 clusters Score -2760896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2760953.500000 Penalty: 5070.749512
	Iteration 37Q: 3 clusters Score -2760954 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2761014.000000 Penalty: 5070.749512
	Iteration 38Q: 3 clusters Score -2761014 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2761086.000000 Penalty: 5070.749512
	Iteration 39Q: 3 clusters Score -2761086 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2761134.500000 Penalty: 5070.749512
	Iteration 40F: 3 clusters Score -2761134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2761181.500000 Penalty: 5070.749512
	Iteration 41Q: 3 clusters Score -2761182 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2761231.250000 Penalty: 5070.749512
	Iteration 42Q: 3 clusters Score -2761231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2761263.000000 Penalty: 5070.749512
	Iteration 43Q: 3 clusters Score -2761263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2761286.500000 Penalty: 5070.749512
	Iteration 44Q: 3 clusters Score -2761286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2761333.500000 Penalty: 5070.749512
	Iteration 45Q: 3 clusters Score -2761334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2761370.750000 Penalty: 5070.749512
	Iteration 46Q: 3 clusters Score -2761371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2761407.250000 Penalty: 5070.749512
	Iteration 47Q: 3 clusters Score -2761407 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2761429.500000 Penalty: 5070.749512
	Iteration 48Q: 3 clusters Score -2761430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2761463.000000 Penalty: 5070.749512
	Iteration 49Q: 3 clusters Score -2761463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2761496.500000 Penalty: 5070.749512
	Iteration 50Q: 3 clusters Score -2761496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2761525.750000 Penalty: 5070.749512
	Iteration 51Q: 3 clusters Score -2761526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2761566.250000 Penalty: 5070.749512
	Iteration 52Q: 3 clusters Score -2761566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2761599.000000 Penalty: 5070.749512
	Iteration 53Q: 3 clusters Score -2761599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2761620.250000 Penalty: 5070.749512
	Iteration 54Q: 3 clusters Score -2761620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2761634.250000 Penalty: 5070.749512
	Iteration 55Q: 3 clusters Score -2761634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2761655.250000 Penalty: 5070.749512
	Iteration 56Q: 3 clusters Score -2761655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2761665.000000 Penalty: 5070.749512
	Iteration 57Q: 3 clusters Score -2761665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2761679.250000 Penalty: 5070.749512
	Iteration 58Q: 3 clusters Score -2761679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2761693.500000 Penalty: 5070.749512
	Iteration 59Q: 3 clusters Score -2761694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2761706.500000 Penalty: 5070.749512
	Iteration 60F: 3 clusters Score -2761706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2761718.250000 Penalty: 5070.749512
	Iteration 61Q: 3 clusters Score -2761718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2761723.000000 Penalty: 5070.749512
	Iteration 62Q: 3 clusters Score -2761723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2761737.000000 Penalty: 5070.749512
	Iteration 63Q: 3 clusters Score -2761737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2761740.000000 Penalty: 5070.749512
	Iteration 64Q: 3 clusters Score -2761740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2761749.000000 Penalty: 5070.749512
	Iteration 65Q: 3 clusters Score -2761749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2761751.750000 Penalty: 5070.749512
	Iteration 66Q: 3 clusters Score -2761752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2761761.500000 Penalty: 5070.749512
	Iteration 67Q: 3 clusters Score -2761762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2761771.500000 Penalty: 5070.749512
	Iteration 68Q: 3 clusters Score -2761772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2761769.000000 Penalty: 5070.749512
	Iteration 69Q: 3 clusters Score -2761769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2761777.250000 Penalty: 5070.749512
	Iteration 70Q: 3 clusters Score -2761777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2761779.250000 Penalty: 5070.749512
	Iteration 71Q: 3 clusters Score -2761779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2761782.000000 Penalty: 5070.749512
	Iteration 72Q: 3 clusters Score -2761782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2761788.000000 Penalty: 5070.749512
	Iteration 73Q: 3 clusters Score -2761788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2761785.500000 Penalty: 5070.749512
	Iteration 74Q: 3 clusters Score -2761786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2761788.000000 Penalty: 5070.749512
	Iteration 75Q: 3 clusters Score -2761788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2761786.750000 Penalty: 5070.749512
	Iteration 76Q: 3 clusters Score -2761787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2761791.500000 Penalty: 5070.749512
	Iteration 77Q: 3 clusters Score -2761792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2761792.250000 Penalty: 5070.749512
	Iteration 78Q: 3 clusters Score -2761792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2761794.500000 Penalty: 5070.749512
	Iteration 79Q: 3 clusters Score -2761794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2761793.500000 Penalty: 5070.749512
	Iteration 80F: 3 clusters Score -2761794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2761793.000000 Penalty: 5070.749512
	Iteration 81Q: 3 clusters Score -2761793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2761795.500000 Penalty: 5070.749512
	Iteration 82Q: 3 clusters Score -2761796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2761797.500000 Penalty: 5070.749512
	Iteration 83Q: 3 clusters Score -2761798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2761795.000000 Penalty: 5070.749512
	Iteration 84Q: 3 clusters Score -2761795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2761803.750000 Penalty: 5070.749512
	Iteration 85Q: 3 clusters Score -2761804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2761804.500000 Penalty: 5070.749512
	Iteration 86Q: 3 clusters Score -2761804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2761808.750000 Penalty: 5070.749512
	Iteration 87Q: 3 clusters Score -2761809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2761809.000000 Penalty: 5070.749512
	Iteration 88Q: 3 clusters Score -2761809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2761808.250000 Penalty: 5070.749512
	Iteration 89Q: 3 clusters Score -2761808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2761811.250000 Penalty: 5070.749512
	Iteration 90Q: 3 clusters Score -2761811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2761811.250000 Penalty: 5070.749512
	Iteration 91F: 3 clusters Score -2761811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -646401.187500 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -646401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -641082.125000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -641082.1 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -642358.875000 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -642358.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -642577.812500 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -642577.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -642726.812500 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -642726.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -642834.750000 Penalty: 4345.029297
	Iteration 4Q: 3 clusters Score -642834.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -642917.125000 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -642917.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -643001.687500 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -643001.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -643098.750000 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -643098.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -643201.687500 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -643201.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -643311.312500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -643311.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -643414.750000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -643414.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -643526.187500 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -643526.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -643640.250000 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -643640.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -643738.062500 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -643738.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -643816.812500 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -643816.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -643882.875000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -643882.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -643947.250000 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -643947.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -644013.812500 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -644013.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -644074.062500 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -644074.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -644127.687500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -644127.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -644169.437500 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -644169.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -644205.250000 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -644205.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -644233.750000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -644233.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -644261.000000 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -644261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -644281.375000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -644281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -644293.000000 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -644293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -644303.562500 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -644303.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -644323.250000 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -644323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -644340.562500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -644340.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -644350.687500 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -644350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -644359.062500 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -644359.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -644367.500000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -644367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -644375.625000 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -644375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -644378.937500 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -644378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -644387.250000 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -644387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -644386.750000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -644386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -644390.937500 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -644390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -644393.812500 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -644393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -644395.375000 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -644395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -644395.562500 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -644395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -644398.437500 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -644398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -644400.187500 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -644400.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -644403.500000 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -644403.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -644406.312500 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -644406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -644409.875000 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -644409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -644411.812500 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -644411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -644411.562500 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -644411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -644411.562500 Penalty: 4345.029297
	Iteration 47F: 3 clusters Score -644411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -548034.937500 Penalty: 2152.932861
	Iteration 0F: 2 clusters Score -548034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -542991.500000 Penalty: 4305.865723
	Iteration 0F: 3 clusters Score -542991.5 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -544375.062500 Penalty: 4305.865723
	Iteration 1F: 3 clusters Score -544375.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -544745.187500 Penalty: 4305.865723
	Iteration 2F: 3 clusters Score -544745.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -545145.125000 Penalty: 4305.865723
	Iteration 3F: 3 clusters Score -545145.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -545503.062500 Penalty: 4305.865723
	Iteration 4F: 3 clusters Score -545503.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -545788.125000 Penalty: 4305.865723
	Iteration 5F: 3 clusters Score -545788.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -546051.062500 Penalty: 4305.865723
	Iteration 6F: 3 clusters Score -546051.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -546252.375000 Penalty: 4305.865723
	Iteration 7Q: 3 clusters Score -546252.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -546397.937500 Penalty: 4305.865723
	Iteration 8Q: 3 clusters Score -546397.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -546488.562500 Penalty: 4305.865723
	Iteration 9Q: 3 clusters Score -546488.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -546549.750000 Penalty: 4305.865723
	Iteration 10Q: 3 clusters Score -546549.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -546582.500000 Penalty: 4305.865723
	Iteration 11Q: 3 clusters Score -546582.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -546608.062500 Penalty: 4305.865723
	Iteration 12Q: 3 clusters Score -546608.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -546623.562500 Penalty: 4305.865723
	Iteration 13Q: 3 clusters Score -546623.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -546631.812500 Penalty: 4305.865723
	Iteration 14Q: 3 clusters Score -546631.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -546635.937500 Penalty: 4305.865723
	Iteration 15Q: 3 clusters Score -546635.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -546640.125000 Penalty: 4305.865723
	Iteration 16Q: 3 clusters Score -546640.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -546641.625000 Penalty: 4305.865723
	Iteration 17Q: 3 clusters Score -546641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -546644.875000 Penalty: 4305.865723
	Iteration 18Q: 3 clusters Score -546644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -546646.500000 Penalty: 4305.865723
	Iteration 19Q: 3 clusters Score -546646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -546647.187500 Penalty: 4305.865723
	Iteration 20F: 3 clusters Score -546647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -546649.125000 Penalty: 4305.865723
	Iteration 21Q: 3 clusters Score -546649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -546648.687500 Penalty: 4305.865723
	Iteration 22Q: 3 clusters Score -546648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -546649.312500 Penalty: 4305.865723
	Iteration 23Q: 3 clusters Score -546649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -546650.000000 Penalty: 4305.865723
	Iteration 24Q: 3 clusters Score -546650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -546650.312500 Penalty: 4305.865723
	Iteration 25Q: 3 clusters Score -546650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -546652.375000 Penalty: 4305.865723
	Iteration 26Q: 3 clusters Score -546652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -546651.625000 Penalty: 4305.865723
	Iteration 27Q: 3 clusters Score -546651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -546652.687500 Penalty: 4305.865723
	Iteration 28Q: 3 clusters Score -546652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -546653.125000 Penalty: 4305.865723
	Iteration 29Q: 3 clusters Score -546653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -546654.437500 Penalty: 4305.865723
	Iteration 30Q: 3 clusters Score -546654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -546653.625000 Penalty: 4305.865723
	Iteration 31Q: 3 clusters Score -546653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -546654.250000 Penalty: 4305.865723
	Iteration 32Q: 3 clusters Score -546654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -546655.812500 Penalty: 4305.865723
	Iteration 33Q: 3 clusters Score -546655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -546655.812500 Penalty: 4305.865723
	Iteration 34F: 3 clusters Score -546655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -659923.312500 Penalty: 2197.298096
	Iteration 0F: 2 clusters Score -659923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -654170.937500 Penalty: 4394.596191
	Iteration 0F: 3 clusters Score -654170.9 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -655818.937500 Penalty: 4394.596191
	Iteration 1F: 3 clusters Score -655818.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -656185.500000 Penalty: 4394.596191
	Iteration 2F: 3 clusters Score -656185.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -656492.062500 Penalty: 4394.596191
	Iteration 3F: 3 clusters Score -656492.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -656756.000000 Penalty: 4394.596191
	Iteration 4F: 3 clusters Score -656756 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -657014.875000 Penalty: 4394.596191
	Iteration 5F: 3 clusters Score -657014.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -657238.187500 Penalty: 4394.596191
	Iteration 6Q: 3 clusters Score -657238.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -657420.562500 Penalty: 4394.596191
	Iteration 7Q: 3 clusters Score -657420.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -657559.750000 Penalty: 4394.596191
	Iteration 8Q: 3 clusters Score -657559.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -657668.250000 Penalty: 4394.596191
	Iteration 9Q: 3 clusters Score -657668.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -657753.125000 Penalty: 4394.596191
	Iteration 10Q: 3 clusters Score -657753.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -657833.500000 Penalty: 4394.596191
	Iteration 11Q: 3 clusters Score -657833.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -657880.750000 Penalty: 4394.596191
	Iteration 12Q: 3 clusters Score -657880.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -657923.750000 Penalty: 4394.596191
	Iteration 13Q: 3 clusters Score -657923.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -657966.312500 Penalty: 4394.596191
	Iteration 14Q: 3 clusters Score -657966.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -658004.250000 Penalty: 4394.596191
	Iteration 15Q: 3 clusters Score -658004.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -658040.875000 Penalty: 4394.596191
	Iteration 16Q: 3 clusters Score -658040.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -658073.187500 Penalty: 4394.596191
	Iteration 17Q: 3 clusters Score -658073.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -658110.937500 Penalty: 4394.596191
	Iteration 18Q: 3 clusters Score -658110.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -658140.062500 Penalty: 4394.596191
	Iteration 19Q: 3 clusters Score -658140.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -658183.375000 Penalty: 4394.596191
	Iteration 20F: 3 clusters Score -658183.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -658215.437500 Penalty: 4394.596191
	Iteration 21Q: 3 clusters Score -658215.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -658243.687500 Penalty: 4394.596191
	Iteration 22Q: 3 clusters Score -658243.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -658277.875000 Penalty: 4394.596191
	Iteration 23Q: 3 clusters Score -658277.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -658309.187500 Penalty: 4394.596191
	Iteration 24Q: 3 clusters Score -658309.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -658336.437500 Penalty: 4394.596191
	Iteration 25Q: 3 clusters Score -658336.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -658368.375000 Penalty: 4394.596191
	Iteration 26Q: 3 clusters Score -658368.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -658392.687500 Penalty: 4394.596191
	Iteration 27Q: 3 clusters Score -658392.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -658405.750000 Penalty: 4394.596191
	Iteration 28Q: 3 clusters Score -658405.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -658418.500000 Penalty: 4394.596191
	Iteration 29Q: 3 clusters Score -658418.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -658428.812500 Penalty: 4394.596191
	Iteration 30Q: 3 clusters Score -658428.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -658435.125000 Penalty: 4394.596191
	Iteration 31Q: 3 clusters Score -658435.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -658442.937500 Penalty: 4394.596191
	Iteration 32Q: 3 clusters Score -658442.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -658447.625000 Penalty: 4394.596191
	Iteration 33Q: 3 clusters Score -658447.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -658451.812500 Penalty: 4394.596191
	Iteration 34Q: 3 clusters Score -658451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -658457.000000 Penalty: 4394.596191
	Iteration 35Q: 3 clusters Score -658457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -658460.250000 Penalty: 4394.596191
	Iteration 36Q: 3 clusters Score -658460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -658466.312500 Penalty: 4394.596191
	Iteration 37Q: 3 clusters Score -658466.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -658470.187500 Penalty: 4394.596191
	Iteration 38Q: 3 clusters Score -658470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -658474.750000 Penalty: 4394.596191
	Iteration 39Q: 3 clusters Score -658474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -658479.250000 Penalty: 4394.596191
	Iteration 40F: 3 clusters Score -658479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -658484.437500 Penalty: 4394.596191
	Iteration 41Q: 3 clusters Score -658484.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -658489.500000 Penalty: 4394.596191
	Iteration 42Q: 3 clusters Score -658489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -658495.500000 Penalty: 4394.596191
	Iteration 43Q: 3 clusters Score -658495.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -658503.500000 Penalty: 4394.596191
	Iteration 44Q: 3 clusters Score -658503.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -658513.125000 Penalty: 4394.596191
	Iteration 45Q: 3 clusters Score -658513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -658519.812500 Penalty: 4394.596191
	Iteration 46Q: 3 clusters Score -658519.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -658525.312500 Penalty: 4394.596191
	Iteration 47Q: 3 clusters Score -658525.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -658531.250000 Penalty: 4394.596191
	Iteration 48Q: 3 clusters Score -658531.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -658536.062500 Penalty: 4394.596191
	Iteration 49Q: 3 clusters Score -658536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -658539.437500 Penalty: 4394.596191
	Iteration 50Q: 3 clusters Score -658539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -658543.250000 Penalty: 4394.596191
	Iteration 51Q: 3 clusters Score -658543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -658549.062500 Penalty: 4394.596191
	Iteration 52Q: 3 clusters Score -658549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -658554.812500 Penalty: 4394.596191
	Iteration 53Q: 3 clusters Score -658554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -658560.937500 Penalty: 4394.596191
	Iteration 54Q: 3 clusters Score -658560.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -658567.562500 Penalty: 4394.596191
	Iteration 55Q: 3 clusters Score -658567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -658572.562500 Penalty: 4394.596191
	Iteration 56Q: 3 clusters Score -658572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -658576.562500 Penalty: 4394.596191
	Iteration 57Q: 3 clusters Score -658576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -658580.875000 Penalty: 4394.596191
	Iteration 58Q: 3 clusters Score -658580.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -658585.937500 Penalty: 4394.596191
	Iteration 59Q: 3 clusters Score -658585.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -658592.625000 Penalty: 4394.596191
	Iteration 60F: 3 clusters Score -658592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -658596.375000 Penalty: 4394.596191
	Iteration 61Q: 3 clusters Score -658596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -658600.937500 Penalty: 4394.596191
	Iteration 62Q: 3 clusters Score -658600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -658606.500000 Penalty: 4394.596191
	Iteration 63Q: 3 clusters Score -658606.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -658614.750000 Penalty: 4394.596191
	Iteration 64Q: 3 clusters Score -658614.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -658622.187500 Penalty: 4394.596191
	Iteration 65Q: 3 clusters Score -658622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -658627.562500 Penalty: 4394.596191
	Iteration 66Q: 3 clusters Score -658627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -658631.937500 Penalty: 4394.596191
	Iteration 67Q: 3 clusters Score -658631.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -658634.500000 Penalty: 4394.596191
	Iteration 68Q: 3 clusters Score -658634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -658636.875000 Penalty: 4394.596191
	Iteration 69Q: 3 clusters Score -658636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -658638.687500 Penalty: 4394.596191
	Iteration 70Q: 3 clusters Score -658638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -658640.562500 Penalty: 4394.596191
	Iteration 71Q: 3 clusters Score -658640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -658642.312500 Penalty: 4394.596191
	Iteration 72Q: 3 clusters Score -658642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -658643.875000 Penalty: 4394.596191
	Iteration 73Q: 3 clusters Score -658643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -658646.125000 Penalty: 4394.596191
	Iteration 74Q: 3 clusters Score -658646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -658647.812500 Penalty: 4394.596191
	Iteration 75Q: 3 clusters Score -658647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -658648.750000 Penalty: 4394.596191
	Iteration 76Q: 3 clusters Score -658648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -658651.125000 Penalty: 4394.596191
	Iteration 77Q: 3 clusters Score -658651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -658652.312500 Penalty: 4394.596191
	Iteration 78Q: 3 clusters Score -658652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -658653.187500 Penalty: 4394.596191
	Iteration 79Q: 3 clusters Score -658653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -658652.625000 Penalty: 4394.596191
	Iteration 80F: 3 clusters Score -658652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -658654.625000 Penalty: 4394.596191
	Iteration 81Q: 3 clusters Score -658654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -658656.187500 Penalty: 4394.596191
	Iteration 82Q: 3 clusters Score -658656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -658657.687500 Penalty: 4394.596191
	Iteration 83Q: 3 clusters Score -658657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -658657.812500 Penalty: 4394.596191
	Iteration 84Q: 3 clusters Score -658657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -658657.250000 Penalty: 4394.596191
	Iteration 85Q: 3 clusters Score -658657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -658656.312500 Penalty: 4394.596191
	Iteration 86Q: 3 clusters Score -658656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -658656.312500 Penalty: 4394.596191
	Iteration 87F: 3 clusters Score -658656.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -159571.703125 Penalty: 1872.694336
	Iteration 0F: 2 clusters Score -159571.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -157020.953125 Penalty: 3745.388672
	Iteration 0F: 3 clusters Score -157021 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157531.828125 Penalty: 3745.388672
	Iteration 1F: 3 clusters Score -157531.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -157738.453125 Penalty: 3745.388672
	Iteration 2F: 3 clusters Score -157738.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -157893.687500 Penalty: 3745.388672
	Iteration 3F: 3 clusters Score -157893.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -158044.015625 Penalty: 3745.388672
	Iteration 4F: 3 clusters Score -158044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -158210.328125 Penalty: 3745.388672
	Iteration 5Q: 3 clusters Score -158210.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -158397.000000 Penalty: 3745.388672
	Iteration 6F: 3 clusters Score -158397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -158565.171875 Penalty: 3745.388672
	Iteration 7F: 3 clusters Score -158565.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -158691.687500 Penalty: 3745.388672
	Iteration 8Q: 3 clusters Score -158691.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158784.640625 Penalty: 3745.388672
	Iteration 9Q: 3 clusters Score -158784.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -158864.296875 Penalty: 3745.388672
	Iteration 10Q: 3 clusters Score -158864.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158939.812500 Penalty: 3745.388672
	Iteration 11Q: 3 clusters Score -158939.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -159004.500000 Penalty: 3745.388672
	Iteration 12Q: 3 clusters Score -159004.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159056.812500 Penalty: 3745.388672
	Iteration 13Q: 3 clusters Score -159056.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159112.375000 Penalty: 3745.388672
	Iteration 14Q: 3 clusters Score -159112.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159147.718750 Penalty: 3745.388672
	Iteration 15Q: 3 clusters Score -159147.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159172.343750 Penalty: 3745.388672
	Iteration 16Q: 3 clusters Score -159172.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159193.968750 Penalty: 3745.388672
	Iteration 17Q: 3 clusters Score -159194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159205.531250 Penalty: 3745.388672
	Iteration 18Q: 3 clusters Score -159205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159219.968750 Penalty: 3745.388672
	Iteration 19Q: 3 clusters Score -159220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159232.031250 Penalty: 3745.388672
	Iteration 20F: 3 clusters Score -159232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159241.796875 Penalty: 3745.388672
	Iteration 21Q: 3 clusters Score -159241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159246.218750 Penalty: 3745.388672
	Iteration 22Q: 3 clusters Score -159246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159248.171875 Penalty: 3745.388672
	Iteration 23Q: 3 clusters Score -159248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159249.031250 Penalty: 3745.388672
	Iteration 24Q: 3 clusters Score -159249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159250.203125 Penalty: 3745.388672
	Iteration 25Q: 3 clusters Score -159250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159250.671875 Penalty: 3745.388672
	Iteration 26Q: 3 clusters Score -159250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159250.671875 Penalty: 3745.388672
	Iteration 27F: 3 clusters Score -159250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Entering Unmasked Estep 
Score: -1413104.750000 Penalty: 2369.356934
	Iteration 0F: 2 clusters Score -1413105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1402735.000000 Penalty: 4738.713867
	Iteration 0F: 3 clusters Score -1402735 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1405994.750000 Penalty: 4738.713867
	Iteration 1F: 3 clusters Score -1405995 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1406344.000000 Penalty: 4738.713867
	Iteration 2F: 3 clusters Score -1406344 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1406657.000000 Penalty: 4738.713867
	Iteration 3F: 3 clusters Score -1406657 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1406956.625000 Penalty: 4738.713867
	Iteration 4Q: 3 clusters Score -1406957 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1407289.625000 Penalty: 4738.713867
	Iteration 5Q: 3 clusters Score -1407290 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1407624.125000 Penalty: 4738.713867
	Iteration 6Q: 3 clusters Score -1407624 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1407974.000000 Penalty: 4738.713867
	Iteration 7Q: 3 clusters Score -1407974 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1408324.750000 Penalty: 4738.713867
	Iteration 8Q: 3 clusters Score -1408325 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1408686.750000 Penalty: 4738.713867
	Iteration 9Q: 3 clusters Score -1408687 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1409050.125000 Penalty: 4738.713867
	Iteration 10Q: 3 clusters Score -1409050 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1409369.125000 Penalty: 4738.713867
	Iteration 11Q: 3 clusters Score -1409369 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1409658.750000 Penalty: 4738.713867
	Iteration 12Q: 3 clusters Score -1409659 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1409939.000000 Penalty: 4738.713867
	Iteration 13Q: 3 clusters Score -1409939 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1410192.250000 Penalty: 4738.713867
	Iteration 14Q: 3 clusters Score -1410192 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1410416.125000 Penalty: 4738.713867
	Iteration 15Q: 3 clusters Score -1410416 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1410594.125000 Penalty: 4738.713867
	Iteration 16Q: 3 clusters Score -1410594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1410705.750000 Penalty: 4738.713867
	Iteration 17Q: 3 clusters Score -1410706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1410765.500000 Penalty: 4738.713867
	Iteration 18Q: 3 clusters Score -1410766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1410825.000000 Penalty: 4738.713867
	Iteration 19Q: 3 clusters Score -1410825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1410881.250000 Penalty: 4738.713867
	Iteration 20F: 3 clusters Score -1410881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1410918.000000 Penalty: 4738.713867
	Iteration 21Q: 3 clusters Score -1410918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1410944.875000 Penalty: 4738.713867
	Iteration 22Q: 3 clusters Score -1410945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1410961.125000 Penalty: 4738.713867
	Iteration 23Q: 3 clusters Score -1410961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1410982.000000 Penalty: 4738.713867
	Iteration 24Q: 3 clusters Score -1410982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1410995.375000 Penalty: 4738.713867
	Iteration 25Q: 3 clusters Score -1410995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1411007.375000 Penalty: 4738.713867
	Iteration 26Q: 3 clusters Score -1411007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1411014.750000 Penalty: 4738.713867
	Iteration 27Q: 3 clusters Score -1411015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1411021.875000 Penalty: 4738.713867
	Iteration 28Q: 3 clusters Score -1411022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1411027.625000 Penalty: 4738.713867
	Iteration 29Q: 3 clusters Score -1411028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1411026.625000 Penalty: 4738.713867
	Iteration 30Q: 3 clusters Score -1411027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1411028.625000 Penalty: 4738.713867
	Iteration 31Q: 3 clusters Score -1411029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1411032.500000 Penalty: 4738.713867
	Iteration 32Q: 3 clusters Score -1411032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1411037.250000 Penalty: 4738.713867
	Iteration 33Q: 3 clusters Score -1411037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1411040.375000 Penalty: 4738.713867
	Iteration 34Q: 3 clusters Score -1411040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1411044.250000 Penalty: 4738.713867
	Iteration 35Q: 3 clusters Score -1411044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1411049.625000 Penalty: 4738.713867
	Iteration 36Q: 3 clusters Score -1411050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1411051.875000 Penalty: 4738.713867
	Iteration 37Q: 3 clusters Score -1411052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1411058.125000 Penalty: 4738.713867
	Iteration 38Q: 3 clusters Score -1411058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1411057.875000 Penalty: 4738.713867
	Iteration 39Q: 3 clusters Score -1411058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1411060.625000 Penalty: 4738.713867
	Iteration 40F: 3 clusters Score -1411061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1411065.375000 Penalty: 4738.713867
	Iteration 41Q: 3 clusters Score -1411065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1411065.500000 Penalty: 4738.713867
	Iteration 42Q: 3 clusters Score -1411066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1411068.000000 Penalty: 4738.713867
	Iteration 43Q: 3 clusters Score -1411068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1411068.250000 Penalty: 4738.713867
	Iteration 44Q: 3 clusters Score -1411068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1411068.250000 Penalty: 4738.713867
	Iteration 45F: 3 clusters Score -1411068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -190359.515625 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -190359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -187689.796875 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -187689.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188176.890625 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -188176.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188295.046875 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -188295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -188362.859375 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -188362.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -188395.859375 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -188395.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -188424.750000 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -188424.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -188439.078125 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -188439.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -188455.796875 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -188455.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -188463.265625 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -188463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -188465.593750 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -188465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -188472.750000 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -188472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -188477.734375 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -188477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -188481.656250 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -188481.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188486.687500 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -188486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -188489.906250 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -188489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -188494.484375 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -188494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188498.531250 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -188498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -188500.656250 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -188500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188501.078125 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -188501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188502.656250 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -188502.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188502.656250 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -188502.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -215822.750000 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -215822.8 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 1357 members 
Entering Unmasked Estep 
Score: -212786.218750 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -212786.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213700.875000 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -213700.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214174.890625 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -214174.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -214532.921875 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -214532.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -214750.984375 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -214751 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -214892.593750 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -214892.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -214987.828125 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -214987.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -215030.921875 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -215030.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215059.718750 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -215059.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215078.531250 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -215078.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -215088.390625 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -215088.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -215098.859375 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -215098.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -215105.781250 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -215105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -215117.250000 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -215117.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215130.734375 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -215130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -215137.078125 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -215137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -215142.406250 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -215142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215145.750000 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -215145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215145.734375 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -215145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215145.734375 Penalty: 3912.241699
	Iteration 19F: 3 clusters Score -215145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -863867.312500 Penalty: 2254.566406
	Iteration 0F: 2 clusters Score -863867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -856939.625000 Penalty: 4509.132812
	Iteration 0F: 3 clusters Score -856939.6 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -859015.500000 Penalty: 4509.132812
	Iteration 1F: 3 clusters Score -859015.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -859314.437500 Penalty: 4509.132812
	Iteration 2F: 3 clusters Score -859314.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -859541.500000 Penalty: 4509.132812
	Iteration 3Q: 3 clusters Score -859541.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -859752.125000 Penalty: 4509.132812
	Iteration 4Q: 3 clusters Score -859752.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -859935.875000 Penalty: 4509.132812
	Iteration 5Q: 3 clusters Score -859935.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -860096.000000 Penalty: 4509.132812
	Iteration 6Q: 3 clusters Score -860096 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -860250.625000 Penalty: 4509.132812
	Iteration 7Q: 3 clusters Score -860250.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -860402.000000 Penalty: 4509.132812
	Iteration 8Q: 3 clusters Score -860402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -860571.375000 Penalty: 4509.132812
	Iteration 9Q: 3 clusters Score -860571.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -860759.687500 Penalty: 4509.132812
	Iteration 10Q: 3 clusters Score -860759.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -860941.875000 Penalty: 4509.132812
	Iteration 11Q: 3 clusters Score -860941.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -861131.500000 Penalty: 4509.132812
	Iteration 12Q: 3 clusters Score -861131.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -861311.437500 Penalty: 4509.132812
	Iteration 13Q: 3 clusters Score -861311.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -861467.750000 Penalty: 4509.132812
	Iteration 14Q: 3 clusters Score -861467.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -861591.812500 Penalty: 4509.132812
	Iteration 15Q: 3 clusters Score -861591.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -861658.750000 Penalty: 4509.132812
	Iteration 16Q: 3 clusters Score -861658.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -861713.187500 Penalty: 4509.132812
	Iteration 17Q: 3 clusters Score -861713.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -861757.250000 Penalty: 4509.132812
	Iteration 18Q: 3 clusters Score -861757.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -861782.437500 Penalty: 4509.132812
	Iteration 19Q: 3 clusters Score -861782.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -861801.500000 Penalty: 4509.132812
	Iteration 20F: 3 clusters Score -861801.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -861820.125000 Penalty: 4509.132812
	Iteration 21Q: 3 clusters Score -861820.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -861828.687500 Penalty: 4509.132812
	Iteration 22Q: 3 clusters Score -861828.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -861838.312500 Penalty: 4509.132812
	Iteration 23Q: 3 clusters Score -861838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -861843.625000 Penalty: 4509.132812
	Iteration 24Q: 3 clusters Score -861843.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -861851.562500 Penalty: 4509.132812
	Iteration 25Q: 3 clusters Score -861851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -861856.312500 Penalty: 4509.132812
	Iteration 26Q: 3 clusters Score -861856.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -861860.812500 Penalty: 4509.132812
	Iteration 27Q: 3 clusters Score -861860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -861864.437500 Penalty: 4509.132812
	Iteration 28Q: 3 clusters Score -861864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -861870.750000 Penalty: 4509.132812
	Iteration 29Q: 3 clusters Score -861870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -861874.937500 Penalty: 4509.132812
	Iteration 30Q: 3 clusters Score -861874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -861878.937500 Penalty: 4509.132812
	Iteration 31Q: 3 clusters Score -861878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -861884.125000 Penalty: 4509.132812
	Iteration 32Q: 3 clusters Score -861884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -861888.937500 Penalty: 4509.132812
	Iteration 33Q: 3 clusters Score -861888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -861895.687500 Penalty: 4509.132812
	Iteration 34Q: 3 clusters Score -861895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -861899.312500 Penalty: 4509.132812
	Iteration 35Q: 3 clusters Score -861899.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -861901.687500 Penalty: 4509.132812
	Iteration 36Q: 3 clusters Score -861901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -861906.500000 Penalty: 4509.132812
	Iteration 37Q: 3 clusters Score -861906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -861907.125000 Penalty: 4509.132812
	Iteration 38Q: 3 clusters Score -861907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -861909.125000 Penalty: 4509.132812
	Iteration 39Q: 3 clusters Score -861909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -861909.687500 Penalty: 4509.132812
	Iteration 40F: 3 clusters Score -861909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -861910.000000 Penalty: 4509.132812
	Iteration 41Q: 3 clusters Score -861910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -861913.000000 Penalty: 4509.132812
	Iteration 42Q: 3 clusters Score -861913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -861915.250000 Penalty: 4509.132812
	Iteration 43Q: 3 clusters Score -861915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -861915.562500 Penalty: 4509.132812
	Iteration 44Q: 3 clusters Score -861915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -861916.187500 Penalty: 4509.132812
	Iteration 45Q: 3 clusters Score -861916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -861916.187500 Penalty: 4509.132812
	Iteration 46F: 3 clusters Score -861916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 97002 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 17772 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59787 members 
Mstep: Class 31 contains 45064 members 
Mstep: Class 32 contains 32287 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916828.000000 Penalty: 135718.187500
Iteration 239Q: 42 clusters Score -5.891683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12459 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14270 members 
Mstep: Class 14 contains 97001 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 9032 members 
Mstep: Class 17 contains 17763 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57857 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17629 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59791 members 
Mstep: Class 31 contains 45063 members 
Mstep: Class 32 contains 32291 members 
Mstep: Class 33 contains 27538 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916800.000000 Penalty: 135718.187500
Iteration 240F: 42 clusters Score -5.89168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12458 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15076 members 
Mstep: Class 11 contains 25109 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 96999 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 17757 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59793 members 
Mstep: Class 31 contains 45062 members 
Mstep: Class 32 contains 32294 members 
Mstep: Class 33 contains 27539 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916828.000000 Penalty: 135718.187500
Iteration 241Q: 42 clusters Score -5.891683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12457 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25108 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14267 members 
Mstep: Class 14 contains 96998 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 17749 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59795 members 
Mstep: Class 31 contains 45061 members 
Mstep: Class 32 contains 32296 members 
Mstep: Class 33 contains 27539 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 8875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916820.000000 Penalty: 135718.187500
Iteration 242Q: 42 clusters Score -5.891682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12457 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15072 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 17744 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59796 members 
Mstep: Class 31 contains 45059 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27539 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14099 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916884.000000 Penalty: 135718.187500
Iteration 243Q: 42 clusters Score -5.891688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15072 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17739 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59796 members 
Mstep: Class 31 contains 45058 members 
Mstep: Class 32 contains 32299 members 
Mstep: Class 33 contains 27540 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14100 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916872.000000 Penalty: 135718.187500
Iteration 244Q: 42 clusters Score -5.891687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17736 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11173 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59796 members 
Mstep: Class 31 contains 45058 members 
Mstep: Class 32 contains 32299 members 
Mstep: Class 33 contains 27540 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14101 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916852.000000 Penalty: 135718.187500
Iteration 245Q: 42 clusters Score -5.891685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17736 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59796 members 
Mstep: Class 31 contains 45059 members 
Mstep: Class 32 contains 32299 members 
Mstep: Class 33 contains 27541 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14101 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916888.000000 Penalty: 135718.187500
Iteration 246Q: 42 clusters Score -5.891689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17733 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57856 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59796 members 
Mstep: Class 31 contains 45057 members 
Mstep: Class 32 contains 32299 members 
Mstep: Class 33 contains 27541 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14101 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916872.000000 Penalty: 135718.187500
Iteration 247Q: 42 clusters Score -5.891687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 19767 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17729 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57858 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11173 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59797 members 
Mstep: Class 31 contains 45056 members 
Mstep: Class 32 contains 32299 members 
Mstep: Class 33 contains 27542 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14103 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916840.000000 Penalty: 135718.187500
Iteration 248Q: 42 clusters Score -5.891684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14265 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17721 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6657 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11173 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59798 members 
Mstep: Class 31 contains 45056 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27544 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14106 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916808.000000 Penalty: 135718.187500
Iteration 249Q: 42 clusters Score -5.891681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 17716 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59798 members 
Mstep: Class 31 contains 45054 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27547 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14111 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916864.000000 Penalty: 135718.187500
Iteration 250Q: 42 clusters Score -5.891686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5794 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6653 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57860 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9865 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59799 members 
Mstep: Class 31 contains 45053 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27548 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14116 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916844.000000 Penalty: 135718.187500
Iteration 251Q: 42 clusters Score -5.891684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17706 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6654 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57860 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59800 members 
Mstep: Class 31 contains 45051 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27550 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14118 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916840.000000 Penalty: 135718.187500
Iteration 252Q: 42 clusters Score -5.891684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57860 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59801 members 
Mstep: Class 31 contains 45050 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14119 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916848.000000 Penalty: 135718.187500
Iteration 253Q: 42 clusters Score -5.891685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11173 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59800 members 
Mstep: Class 31 contains 45049 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14120 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916884.000000 Penalty: 135718.187500
Iteration 254Q: 42 clusters Score -5.891688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11171 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59800 members 
Mstep: Class 31 contains 45048 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14122 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916860.000000 Penalty: 135718.187500
Iteration 255Q: 42 clusters Score -5.891686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 96996 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17703 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59801 members 
Mstep: Class 31 contains 45048 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14122 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916884.000000 Penalty: 135718.187500
Iteration 256Q: 42 clusters Score -5.891688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14264 members 
Mstep: Class 14 contains 96995 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17702 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59802 members 
Mstep: Class 31 contains 45046 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916892.000000 Penalty: 135718.187500
Iteration 257Q: 42 clusters Score -5.891689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 13 contains 14262 members 
Mstep: Class 14 contains 96993 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59804 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32298 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916872.000000 Penalty: 135718.187500
Iteration 258Q: 42 clusters Score -5.891687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14260 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59805 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32299 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916872.000000 Penalty: 135718.187500
Iteration 259Q: 42 clusters Score -5.891687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17701 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32300 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916864.000000 Penalty: 135718.187500
Iteration 260F: 42 clusters Score -5.891686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32300 members 
Mstep: Class 33 contains 27554 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916872.000000 Penalty: 135718.187500
Iteration 261Q: 42 clusters Score -5.891687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19779 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32300 members 
Mstep: Class 33 contains 27554 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916872.000000 Penalty: 135718.187500
Iteration 262Q: 42 clusters Score -5.891687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32300 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916876.000000 Penalty: 135718.187500
Iteration 263Q: 42 clusters Score -5.891688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17698 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32300 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916896.000000 Penalty: 135718.187500
Iteration 264Q: 42 clusters Score -5.89169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17698 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916904.000000 Penalty: 135718.187500
Iteration 265Q: 42 clusters Score -5.89169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916892.000000 Penalty: 135718.187500
Iteration 266Q: 42 clusters Score -5.891689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58916892.000000 Penalty: 135718.187500
Iteration 267F: 42 clusters Score -5.891689e+07 nChanged 0
Entering ConstructFrom: 
Score: -58916892.000000 Penalty: 135718.187500
Entering ConstructFrom: 
Trying to split cluster 1 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -710044.875000 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -710044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -703922.750000 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -703922.8 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -705592.625000 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -705592.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -705981.437500 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -705981.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -706452.875000 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -706452.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -707084.687500 Penalty: 4423.583984
	Iteration 4F: 3 clusters Score -707084.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -707645.812500 Penalty: 4423.583984
	Iteration 5F: 3 clusters Score -707645.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -708027.375000 Penalty: 4423.583984
	Iteration 6F: 3 clusters Score -708027.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -708379.437500 Penalty: 4423.583984
	Iteration 7F: 3 clusters Score -708379.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -708712.687500 Penalty: 4423.583984
	Iteration 8F: 3 clusters Score -708712.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -709037.500000 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -709037.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -709330.500000 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -709330.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -709537.750000 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -709537.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -709689.125000 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -709689.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -709821.187500 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -709821.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -709923.937500 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -709923.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -710013.437500 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -710013.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -710086.687500 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -710086.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -710139.562500 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -710139.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -710164.750000 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -710164.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -710173.312500 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -710173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -710177.437500 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -710177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -710177.812500 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -710177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -710179.375000 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -710179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -710179.625000 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -710179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -710181.375000 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -710181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -710183.062500 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -710183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -710183.062500 Penalty: 4423.583984
	Iteration 26F: 3 clusters Score -710183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Mstep: Class 42 contains 837 members 
Entering Unmasked Estep 
Score: -58916004.000000 Penalty: 139028.390625
Splitting cluster 1 changes total score from -58916892.000000 to -58916004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -477980.750000 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -477980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -473256.625000 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -473256.6 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -474619.750000 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -474619.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -475170.156250 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -475170.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -475647.093750 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -475647.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -475969.281250 Penalty: 4256.228516
	Iteration 4F: 3 clusters Score -475969.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -476162.437500 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -476162.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -476353.531250 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -476353.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -476518.531250 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -476518.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -476665.156250 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -476665.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -476781.062500 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -476781.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -476892.437500 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -476892.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -476979.812500 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -476979.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -477077.000000 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -477077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -477146.968750 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -477147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -477199.187500 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -477199.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -477229.093750 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -477229.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -477251.593750 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -477251.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -477267.000000 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -477267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -477283.812500 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -477283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -477300.312500 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -477300.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -477311.343750 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -477311.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -477325.250000 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -477325.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -477334.937500 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -477334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -477341.312500 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -477341.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -477346.750000 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -477346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -477351.000000 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -477351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -477352.437500 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -477352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -477354.468750 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -477354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -477357.531250 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -477357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -477360.343750 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -477360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -477361.000000 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -477361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -477364.687500 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -477364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -477366.875000 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -477366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -477368.343750 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -477368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -477369.281250 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -477369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -477370.593750 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -477370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -477370.312500 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -477370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -477370.781250 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -477370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -477371.437500 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -477371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -477374.250000 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -477374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -477375.312500 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -477375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -477378.343750 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -477378.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -477380.906250 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -477380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -477382.031250 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -477382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -477384.656250 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -477384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -477386.968750 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -477387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -477391.093750 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -477391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -477393.687500 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -477393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -477399.656250 Penalty: 4256.228516
	Iteration 48Q: 3 clusters Score -477399.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -477403.781250 Penalty: 4256.228516
	Iteration 49Q: 3 clusters Score -477403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -477406.468750 Penalty: 4256.228516
	Iteration 50Q: 3 clusters Score -477406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -477409.062500 Penalty: 4256.228516
	Iteration 51Q: 3 clusters Score -477409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -477410.312500 Penalty: 4256.228516
	Iteration 52Q: 3 clusters Score -477410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -477412.812500 Penalty: 4256.228516
	Iteration 53Q: 3 clusters Score -477412.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -477415.500000 Penalty: 4256.228516
	Iteration 54Q: 3 clusters Score -477415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -477417.781250 Penalty: 4256.228516
	Iteration 55Q: 3 clusters Score -477417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -477421.718750 Penalty: 4256.228516
	Iteration 56Q: 3 clusters Score -477421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -477424.187500 Penalty: 4256.228516
	Iteration 57Q: 3 clusters Score -477424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -477429.000000 Penalty: 4256.228516
	Iteration 58Q: 3 clusters Score -477429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -477436.093750 Penalty: 4256.228516
	Iteration 59Q: 3 clusters Score -477436.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -477439.937500 Penalty: 4256.228516
	Iteration 60F: 3 clusters Score -477439.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -477445.187500 Penalty: 4256.228516
	Iteration 61Q: 3 clusters Score -477445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -477448.718750 Penalty: 4256.228516
	Iteration 62Q: 3 clusters Score -477448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -477451.468750 Penalty: 4256.228516
	Iteration 63Q: 3 clusters Score -477451.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -477459.656250 Penalty: 4256.228516
	Iteration 64Q: 3 clusters Score -477459.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -477469.468750 Penalty: 4256.228516
	Iteration 65Q: 3 clusters Score -477469.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -477477.437500 Penalty: 4256.228516
	Iteration 66Q: 3 clusters Score -477477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -477484.937500 Penalty: 4256.228516
	Iteration 67Q: 3 clusters Score -477484.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -477491.562500 Penalty: 4256.228516
	Iteration 68Q: 3 clusters Score -477491.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -477498.531250 Penalty: 4256.228516
	Iteration 69Q: 3 clusters Score -477498.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -477500.718750 Penalty: 4256.228516
	Iteration 70Q: 3 clusters Score -477500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -477505.125000 Penalty: 4256.228516
	Iteration 71Q: 3 clusters Score -477505.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -477511.312500 Penalty: 4256.228516
	Iteration 72Q: 3 clusters Score -477511.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -477517.375000 Penalty: 4256.228516
	Iteration 73Q: 3 clusters Score -477517.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -477522.281250 Penalty: 4256.228516
	Iteration 74Q: 3 clusters Score -477522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -477530.000000 Penalty: 4256.228516
	Iteration 75Q: 3 clusters Score -477530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -477540.718750 Penalty: 4256.228516
	Iteration 76Q: 3 clusters Score -477540.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -477546.375000 Penalty: 4256.228516
	Iteration 77Q: 3 clusters Score -477546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -477551.031250 Penalty: 4256.228516
	Iteration 78Q: 3 clusters Score -477551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -477553.031250 Penalty: 4256.228516
	Iteration 79Q: 3 clusters Score -477553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -477552.937500 Penalty: 4256.228516
	Iteration 80F: 3 clusters Score -477552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -840324.812500 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -840324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -833432.562500 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -833432.6 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -835850.000000 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -835850 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -836606.812500 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -836606.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -837236.250000 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -837236.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -837769.437500 Penalty: 4504.020996
	Iteration 4F: 3 clusters Score -837769.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -838248.750000 Penalty: 4504.020996
	Iteration 5F: 3 clusters Score -838248.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -838646.375000 Penalty: 4504.020996
	Iteration 6F: 3 clusters Score -838646.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -838944.000000 Penalty: 4504.020996
	Iteration 7Q: 3 clusters Score -838944 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -839182.312500 Penalty: 4504.020996
	Iteration 8Q: 3 clusters Score -839182.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -839349.750000 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -839349.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -839492.062500 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -839492.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -839594.562500 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -839594.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -839663.562500 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -839663.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -839716.062500 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -839716.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -839756.937500 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -839756.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -839794.375000 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -839794.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -839815.187500 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -839815.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -839833.812500 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -839833.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -839849.562500 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -839849.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -839863.750000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -839863.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -839878.625000 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -839878.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -839889.687500 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -839889.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -839911.812500 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -839911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -839931.937500 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -839931.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -839957.187500 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -839957.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -839974.250000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -839974.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -839987.500000 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -839987.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -840003.875000 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -840003.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -840017.375000 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -840017.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -840025.875000 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -840025.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -840032.187500 Penalty: 4504.020996
	Iteration 30Q: 3 clusters Score -840032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -840034.812500 Penalty: 4504.020996
	Iteration 31Q: 3 clusters Score -840034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -840040.250000 Penalty: 4504.020996
	Iteration 32Q: 3 clusters Score -840040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -840041.625000 Penalty: 4504.020996
	Iteration 33Q: 3 clusters Score -840041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -840040.625000 Penalty: 4504.020996
	Iteration 34Q: 3 clusters Score -840040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -840040.625000 Penalty: 4504.020996
	Iteration 35F: 3 clusters Score -840040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -651573.187500 Penalty: 2176.106201
	Iteration 0F: 2 clusters Score -651573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -646094.000000 Penalty: 4352.212402
	Iteration 0F: 3 clusters Score -646094 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -647457.562500 Penalty: 4352.212402
	Iteration 1F: 3 clusters Score -647457.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -647688.625000 Penalty: 4352.212402
	Iteration 2F: 3 clusters Score -647688.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -647817.500000 Penalty: 4352.212402
	Iteration 3Q: 3 clusters Score -647817.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -647900.562500 Penalty: 4352.212402
	Iteration 4Q: 3 clusters Score -647900.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -647967.250000 Penalty: 4352.212402
	Iteration 5Q: 3 clusters Score -647967.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -648026.875000 Penalty: 4352.212402
	Iteration 6Q: 3 clusters Score -648026.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -648075.812500 Penalty: 4352.212402
	Iteration 7Q: 3 clusters Score -648075.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -648116.750000 Penalty: 4352.212402
	Iteration 8Q: 3 clusters Score -648116.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -648162.312500 Penalty: 4352.212402
	Iteration 9Q: 3 clusters Score -648162.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -648228.375000 Penalty: 4352.212402
	Iteration 10Q: 3 clusters Score -648228.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -648291.875000 Penalty: 4352.212402
	Iteration 11Q: 3 clusters Score -648291.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -648366.937500 Penalty: 4352.212402
	Iteration 12Q: 3 clusters Score -648366.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -648467.437500 Penalty: 4352.212402
	Iteration 13Q: 3 clusters Score -648467.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -648580.625000 Penalty: 4352.212402
	Iteration 14Q: 3 clusters Score -648580.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -648711.500000 Penalty: 4352.212402
	Iteration 15Q: 3 clusters Score -648711.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -648845.937500 Penalty: 4352.212402
	Iteration 16Q: 3 clusters Score -648845.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -649004.437500 Penalty: 4352.212402
	Iteration 17Q: 3 clusters Score -649004.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -649166.937500 Penalty: 4352.212402
	Iteration 18Q: 3 clusters Score -649166.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -649325.187500 Penalty: 4352.212402
	Iteration 19Q: 3 clusters Score -649325.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -649445.750000 Penalty: 4352.212402
	Iteration 20F: 3 clusters Score -649445.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -649537.812500 Penalty: 4352.212402
	Iteration 21Q: 3 clusters Score -649537.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -649602.750000 Penalty: 4352.212402
	Iteration 22Q: 3 clusters Score -649602.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -649646.375000 Penalty: 4352.212402
	Iteration 23Q: 3 clusters Score -649646.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -649681.437500 Penalty: 4352.212402
	Iteration 24Q: 3 clusters Score -649681.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -649710.437500 Penalty: 4352.212402
	Iteration 25Q: 3 clusters Score -649710.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -649732.812500 Penalty: 4352.212402
	Iteration 26Q: 3 clusters Score -649732.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -649752.750000 Penalty: 4352.212402
	Iteration 27Q: 3 clusters Score -649752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -649768.250000 Penalty: 4352.212402
	Iteration 28Q: 3 clusters Score -649768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -649777.000000 Penalty: 4352.212402
	Iteration 29Q: 3 clusters Score -649777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -649782.625000 Penalty: 4352.212402
	Iteration 30Q: 3 clusters Score -649782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -649788.062500 Penalty: 4352.212402
	Iteration 31Q: 3 clusters Score -649788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -649792.062500 Penalty: 4352.212402
	Iteration 32Q: 3 clusters Score -649792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -649797.437500 Penalty: 4352.212402
	Iteration 33Q: 3 clusters Score -649797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -649800.312500 Penalty: 4352.212402
	Iteration 34Q: 3 clusters Score -649800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -649803.000000 Penalty: 4352.212402
	Iteration 35Q: 3 clusters Score -649803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -649806.000000 Penalty: 4352.212402
	Iteration 36Q: 3 clusters Score -649806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -649806.562500 Penalty: 4352.212402
	Iteration 37Q: 3 clusters Score -649806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -649808.125000 Penalty: 4352.212402
	Iteration 38Q: 3 clusters Score -649808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -649806.937500 Penalty: 4352.212402
	Iteration 39Q: 3 clusters Score -649806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -649809.562500 Penalty: 4352.212402
	Iteration 40F: 3 clusters Score -649809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -649810.000000 Penalty: 4352.212402
	Iteration 41Q: 3 clusters Score -649810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -649810.187500 Penalty: 4352.212402
	Iteration 42Q: 3 clusters Score -649810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -649811.500000 Penalty: 4352.212402
	Iteration 43Q: 3 clusters Score -649811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -649812.062500 Penalty: 4352.212402
	Iteration 44Q: 3 clusters Score -649812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -649813.312500 Penalty: 4352.212402
	Iteration 45Q: 3 clusters Score -649813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -649812.562500 Penalty: 4352.212402
	Iteration 46Q: 3 clusters Score -649812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -649812.562500 Penalty: 4352.212402
	Iteration 47F: 3 clusters Score -649812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -777389.125000 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -777389.1 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 4248 members 
Entering Unmasked Estep 
Score: -770551.687500 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -770551.7 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -772598.812500 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -772598.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -773079.125000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -773079.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -773565.750000 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -773565.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -774120.312500 Penalty: 4493.578613
	Iteration 4F: 3 clusters Score -774120.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -774696.812500 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -774696.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -775171.375000 Penalty: 4493.578613
	Iteration 6F: 3 clusters Score -775171.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -775491.187500 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -775491.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -775754.375000 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -775754.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -775940.750000 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -775940.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -776076.187500 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -776076.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -776156.750000 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -776156.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -776204.625000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -776204.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -776241.687500 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -776241.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -776264.750000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -776264.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -776284.187500 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -776284.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -776303.812500 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -776303.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -776317.812500 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -776317.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -776328.750000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -776328.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -776331.187500 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -776331.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -776333.375000 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -776333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -776337.562500 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -776337.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -776343.437500 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -776343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -776343.812500 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -776343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -776345.812500 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -776345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -776349.125000 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -776349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -776354.187500 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -776354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -776360.500000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -776360.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -776363.937500 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -776363.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -776370.062500 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -776370.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -776377.875000 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -776377.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -776383.937500 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -776383.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -776395.812500 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -776395.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -776402.125000 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -776402.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -776409.750000 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -776409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -776412.750000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -776412.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -776420.250000 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -776420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -776424.062500 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -776424.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -776429.000000 Penalty: 4493.578613
	Iteration 38Q: 3 clusters Score -776429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -776438.500000 Penalty: 4493.578613
	Iteration 39Q: 3 clusters Score -776438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -776442.562500 Penalty: 4493.578613
	Iteration 40F: 3 clusters Score -776442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -776443.812500 Penalty: 4493.578613
	Iteration 41Q: 3 clusters Score -776443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -776448.687500 Penalty: 4493.578613
	Iteration 42Q: 3 clusters Score -776448.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -776452.000000 Penalty: 4493.578613
	Iteration 43Q: 3 clusters Score -776452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -776457.750000 Penalty: 4493.578613
	Iteration 44Q: 3 clusters Score -776457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -776468.625000 Penalty: 4493.578613
	Iteration 45Q: 3 clusters Score -776468.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -776481.937500 Penalty: 4493.578613
	Iteration 46Q: 3 clusters Score -776481.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -776497.375000 Penalty: 4493.578613
	Iteration 47Q: 3 clusters Score -776497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -776513.562500 Penalty: 4493.578613
	Iteration 48Q: 3 clusters Score -776513.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -776533.875000 Penalty: 4493.578613
	Iteration 49Q: 3 clusters Score -776533.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -776560.000000 Penalty: 4493.578613
	Iteration 50Q: 3 clusters Score -776560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -776583.000000 Penalty: 4493.578613
	Iteration 51Q: 3 clusters Score -776583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -776600.375000 Penalty: 4493.578613
	Iteration 52Q: 3 clusters Score -776600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -776613.500000 Penalty: 4493.578613
	Iteration 53Q: 3 clusters Score -776613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -776625.812500 Penalty: 4493.578613
	Iteration 54Q: 3 clusters Score -776625.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -776639.312500 Penalty: 4493.578613
	Iteration 55Q: 3 clusters Score -776639.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -776648.312500 Penalty: 4493.578613
	Iteration 56Q: 3 clusters Score -776648.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -776658.687500 Penalty: 4493.578613
	Iteration 57Q: 3 clusters Score -776658.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -776665.500000 Penalty: 4493.578613
	Iteration 58Q: 3 clusters Score -776665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -776668.125000 Penalty: 4493.578613
	Iteration 59Q: 3 clusters Score -776668.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -776675.625000 Penalty: 4493.578613
	Iteration 60F: 3 clusters Score -776675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -776677.125000 Penalty: 4493.578613
	Iteration 61Q: 3 clusters Score -776677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -776680.937500 Penalty: 4493.578613
	Iteration 62Q: 3 clusters Score -776680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -776682.687500 Penalty: 4493.578613
	Iteration 63Q: 3 clusters Score -776682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -776682.812500 Penalty: 4493.578613
	Iteration 64Q: 3 clusters Score -776682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -776684.250000 Penalty: 4493.578613
	Iteration 65Q: 3 clusters Score -776684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -776684.937500 Penalty: 4493.578613
	Iteration 66Q: 3 clusters Score -776684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -776685.500000 Penalty: 4493.578613
	Iteration 67Q: 3 clusters Score -776685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -776687.437500 Penalty: 4493.578613
	Iteration 68Q: 3 clusters Score -776687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -776687.250000 Penalty: 4493.578613
	Iteration 69Q: 3 clusters Score -776687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -776687.125000 Penalty: 4493.578613
	Iteration 70Q: 3 clusters Score -776687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -776687.375000 Penalty: 4493.578613
	Iteration 71Q: 3 clusters Score -776687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -776689.500000 Penalty: 4493.578613
	Iteration 72Q: 3 clusters Score -776689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -776689.500000 Penalty: 4493.578613
	Iteration 73F: 3 clusters Score -776689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -243100.093750 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -243100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -239748.765625 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -239748.8 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -240582.468750 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -240582.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -240961.250000 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -240961.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -241246.171875 Penalty: 3994.254639
	Iteration 3F: 3 clusters Score -241246.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -241471.984375 Penalty: 3994.254639
	Iteration 4F: 3 clusters Score -241472 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -241703.703125 Penalty: 3994.254639
	Iteration 5F: 3 clusters Score -241703.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -241857.625000 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -241857.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -241943.640625 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -241943.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -242000.890625 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -242000.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -242038.406250 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -242038.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -242075.468750 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -242075.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242109.890625 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -242109.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -242144.062500 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -242144.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -242174.265625 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -242174.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -242196.046875 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -242196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -242211.390625 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -242211.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -242222.203125 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -242222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -242229.031250 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -242229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -242234.031250 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -242234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -242237.234375 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -242237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -242241.796875 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -242241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -242245.343750 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -242245.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -242249.078125 Penalty: 3994.254639
	Iteration 22Q: 3 clusters Score -242249.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -242252.109375 Penalty: 3994.254639
	Iteration 23Q: 3 clusters Score -242252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -242254.812500 Penalty: 3994.254639
	Iteration 24Q: 3 clusters Score -242254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -242257.593750 Penalty: 3994.254639
	Iteration 25Q: 3 clusters Score -242257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -242262.515625 Penalty: 3994.254639
	Iteration 26Q: 3 clusters Score -242262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -242267.234375 Penalty: 3994.254639
	Iteration 27Q: 3 clusters Score -242267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -242272.468750 Penalty: 3994.254639
	Iteration 28Q: 3 clusters Score -242272.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -242277.953125 Penalty: 3994.254639
	Iteration 29Q: 3 clusters Score -242278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -242288.140625 Penalty: 3994.254639
	Iteration 30Q: 3 clusters Score -242288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -242294.406250 Penalty: 3994.254639
	Iteration 31Q: 3 clusters Score -242294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -242299.656250 Penalty: 3994.254639
	Iteration 32Q: 3 clusters Score -242299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -242309.171875 Penalty: 3994.254639
	Iteration 33Q: 3 clusters Score -242309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -242315.109375 Penalty: 3994.254639
	Iteration 34Q: 3 clusters Score -242315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -242321.750000 Penalty: 3994.254639
	Iteration 35Q: 3 clusters Score -242321.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -242323.875000 Penalty: 3994.254639
	Iteration 36Q: 3 clusters Score -242323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -242325.578125 Penalty: 3994.254639
	Iteration 37Q: 3 clusters Score -242325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -242326.843750 Penalty: 3994.254639
	Iteration 38Q: 3 clusters Score -242326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -242326.843750 Penalty: 3994.254639
	Iteration 39F: 3 clusters Score -242326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Entering Unmasked Estep 
Score: -1161441.750000 Penalty: 2338.350586
	Iteration 0F: 2 clusters Score -1161442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1152161.875000 Penalty: 4676.701172
	Iteration 0F: 3 clusters Score -1152162 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1155110.875000 Penalty: 4676.701172
	Iteration 1F: 3 clusters Score -1155111 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1155563.375000 Penalty: 4676.701172
	Iteration 2F: 3 clusters Score -1155563 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1155952.000000 Penalty: 4676.701172
	Iteration 3F: 3 clusters Score -1155952 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1156285.250000 Penalty: 4676.701172
	Iteration 4F: 3 clusters Score -1156285 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1156624.875000 Penalty: 4676.701172
	Iteration 5Q: 3 clusters Score -1156625 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1157001.500000 Penalty: 4676.701172
	Iteration 6F: 3 clusters Score -1157002 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1157462.500000 Penalty: 4676.701172
	Iteration 7F: 3 clusters Score -1157462 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1157947.125000 Penalty: 4676.701172
	Iteration 8F: 3 clusters Score -1157947 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1158351.750000 Penalty: 4676.701172
	Iteration 9F: 3 clusters Score -1158352 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1158676.625000 Penalty: 4676.701172
	Iteration 10Q: 3 clusters Score -1158677 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1158973.500000 Penalty: 4676.701172
	Iteration 11Q: 3 clusters Score -1158974 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1159218.000000 Penalty: 4676.701172
	Iteration 12Q: 3 clusters Score -1159218 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1159424.250000 Penalty: 4676.701172
	Iteration 13Q: 3 clusters Score -1159424 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1159598.875000 Penalty: 4676.701172
	Iteration 14Q: 3 clusters Score -1159599 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1159768.000000 Penalty: 4676.701172
	Iteration 15Q: 3 clusters Score -1159768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1159901.125000 Penalty: 4676.701172
	Iteration 16Q: 3 clusters Score -1159901 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1159987.500000 Penalty: 4676.701172
	Iteration 17Q: 3 clusters Score -1159988 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1160045.625000 Penalty: 4676.701172
	Iteration 18Q: 3 clusters Score -1160046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1160090.875000 Penalty: 4676.701172
	Iteration 19Q: 3 clusters Score -1160091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1160125.625000 Penalty: 4676.701172
	Iteration 20F: 3 clusters Score -1160126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1160154.250000 Penalty: 4676.701172
	Iteration 21Q: 3 clusters Score -1160154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1160173.375000 Penalty: 4676.701172
	Iteration 22Q: 3 clusters Score -1160173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1160190.500000 Penalty: 4676.701172
	Iteration 23Q: 3 clusters Score -1160190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1160204.000000 Penalty: 4676.701172
	Iteration 24Q: 3 clusters Score -1160204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1160222.125000 Penalty: 4676.701172
	Iteration 25Q: 3 clusters Score -1160222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1160238.250000 Penalty: 4676.701172
	Iteration 26Q: 3 clusters Score -1160238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1160245.875000 Penalty: 4676.701172
	Iteration 27Q: 3 clusters Score -1160246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1160255.250000 Penalty: 4676.701172
	Iteration 28Q: 3 clusters Score -1160255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1160258.750000 Penalty: 4676.701172
	Iteration 29Q: 3 clusters Score -1160259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1160264.375000 Penalty: 4676.701172
	Iteration 30Q: 3 clusters Score -1160264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1160264.500000 Penalty: 4676.701172
	Iteration 31Q: 3 clusters Score -1160264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1160267.750000 Penalty: 4676.701172
	Iteration 32Q: 3 clusters Score -1160268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1160269.500000 Penalty: 4676.701172
	Iteration 33Q: 3 clusters Score -1160270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1160271.750000 Penalty: 4676.701172
	Iteration 34Q: 3 clusters Score -1160272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1160276.250000 Penalty: 4676.701172
	Iteration 35Q: 3 clusters Score -1160276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1160278.875000 Penalty: 4676.701172
	Iteration 36Q: 3 clusters Score -1160279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1160286.375000 Penalty: 4676.701172
	Iteration 37Q: 3 clusters Score -1160286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1160285.875000 Penalty: 4676.701172
	Iteration 38Q: 3 clusters Score -1160286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1160287.250000 Penalty: 4676.701172
	Iteration 39Q: 3 clusters Score -1160287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1160289.250000 Penalty: 4676.701172
	Iteration 40F: 3 clusters Score -1160289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1160289.750000 Penalty: 4676.701172
	Iteration 41Q: 3 clusters Score -1160290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1160290.375000 Penalty: 4676.701172
	Iteration 42Q: 3 clusters Score -1160290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1160291.875000 Penalty: 4676.701172
	Iteration 43Q: 3 clusters Score -1160292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1160291.875000 Penalty: 4676.701172
	Iteration 44F: 3 clusters Score -1160292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -552741.312500 Penalty: 2148.858154
	Iteration 0F: 2 clusters Score -552741.3 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 2924 members 
Entering Unmasked Estep 
Score: -547825.375000 Penalty: 4297.716309
	Iteration 0F: 3 clusters Score -547825.4 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -549475.437500 Penalty: 4297.716309
	Iteration 1F: 3 clusters Score -549475.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -550391.125000 Penalty: 4297.716309
	Iteration 2F: 3 clusters Score -550391.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -551452.187500 Penalty: 4297.716309
	Iteration 3F: 3 clusters Score -551452.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -552296.812500 Penalty: 4297.716309
	Iteration 4F: 3 clusters Score -552296.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -552767.687500 Penalty: 4297.716309
	Iteration 5F: 3 clusters Score -552767.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -553001.687500 Penalty: 4297.716309
	Iteration 6Q: 3 clusters Score -553001.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -553093.062500 Penalty: 4297.716309
	Iteration 7Q: 3 clusters Score -553093.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -553169.250000 Penalty: 4297.716309
	Iteration 8Q: 3 clusters Score -553169.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -553238.937500 Penalty: 4297.716309
	Iteration 9Q: 3 clusters Score -553238.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -553306.562500 Penalty: 4297.716309
	Iteration 10Q: 3 clusters Score -553306.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -553351.625000 Penalty: 4297.716309
	Iteration 11Q: 3 clusters Score -553351.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -553390.937500 Penalty: 4297.716309
	Iteration 12Q: 3 clusters Score -553390.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -553418.812500 Penalty: 4297.716309
	Iteration 13Q: 3 clusters Score -553418.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -553428.875000 Penalty: 4297.716309
	Iteration 14Q: 3 clusters Score -553428.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -553438.250000 Penalty: 4297.716309
	Iteration 15Q: 3 clusters Score -553438.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -553446.312500 Penalty: 4297.716309
	Iteration 16Q: 3 clusters Score -553446.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -553453.125000 Penalty: 4297.716309
	Iteration 17Q: 3 clusters Score -553453.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -553458.812500 Penalty: 4297.716309
	Iteration 18Q: 3 clusters Score -553458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -553462.312500 Penalty: 4297.716309
	Iteration 19Q: 3 clusters Score -553462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -553464.000000 Penalty: 4297.716309
	Iteration 20F: 3 clusters Score -553464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -553464.625000 Penalty: 4297.716309
	Iteration 21Q: 3 clusters Score -553464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -553464.687500 Penalty: 4297.716309
	Iteration 22Q: 3 clusters Score -553464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -553464.687500 Penalty: 4297.716309
	Iteration 23F: 3 clusters Score -553464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Mstep: Class 42 contains 2669 members 
Entering Unmasked Estep 
Score: -58916500.000000 Penalty: 139028.390625
Splitting cluster 8 changes total score from -58916892.000000 to -58916500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -486864.843750 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -486864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -482552.062500 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -482552.1 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -483840.750000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -483840.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -484336.125000 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -484336.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -484738.531250 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -484738.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -485064.125000 Penalty: 4205.621582
	Iteration 4F: 3 clusters Score -485064.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -485243.218750 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -485243.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -485355.656250 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -485355.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -485422.500000 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -485422.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -485478.500000 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -485478.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -485523.656250 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -485523.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -485565.250000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -485565.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -485592.031250 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -485592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485613.093750 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -485613.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -485626.406250 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -485626.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -485630.718750 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -485630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -485633.843750 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -485633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -485637.062500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -485637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -485638.812500 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -485638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -485640.468750 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -485640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -485644.125000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -485644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -485644.656250 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -485644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -1469279.625000 Penalty: 2385.940186
	Iteration 0F: 2 clusters Score -1469280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1458401.000000 Penalty: 4771.880371
	Iteration 0F: 3 clusters Score -1458401 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1461852.250000 Penalty: 4771.880371
	Iteration 1F: 3 clusters Score -1461852 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1462296.875000 Penalty: 4771.880371
	Iteration 2F: 3 clusters Score -1462297 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1462674.500000 Penalty: 4771.880371
	Iteration 3F: 3 clusters Score -1462674 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1463032.875000 Penalty: 4771.880371
	Iteration 4Q: 3 clusters Score -1463033 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1463377.125000 Penalty: 4771.880371
	Iteration 5Q: 3 clusters Score -1463377 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1463719.125000 Penalty: 4771.880371
	Iteration 6Q: 3 clusters Score -1463719 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1464110.125000 Penalty: 4771.880371
	Iteration 7Q: 3 clusters Score -1464110 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1464508.625000 Penalty: 4771.880371
	Iteration 8Q: 3 clusters Score -1464509 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1464893.250000 Penalty: 4771.880371
	Iteration 9Q: 3 clusters Score -1464893 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1465287.625000 Penalty: 4771.880371
	Iteration 10Q: 3 clusters Score -1465288 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1465651.875000 Penalty: 4771.880371
	Iteration 11Q: 3 clusters Score -1465652 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1466004.250000 Penalty: 4771.880371
	Iteration 12Q: 3 clusters Score -1466004 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1466294.125000 Penalty: 4771.880371
	Iteration 13Q: 3 clusters Score -1466294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1466547.125000 Penalty: 4771.880371
	Iteration 14Q: 3 clusters Score -1466547 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1466745.625000 Penalty: 4771.880371
	Iteration 15Q: 3 clusters Score -1466746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1466890.875000 Penalty: 4771.880371
	Iteration 16Q: 3 clusters Score -1466891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1467002.375000 Penalty: 4771.880371
	Iteration 17Q: 3 clusters Score -1467002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1467073.125000 Penalty: 4771.880371
	Iteration 18Q: 3 clusters Score -1467073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1467139.375000 Penalty: 4771.880371
	Iteration 19Q: 3 clusters Score -1467139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1467183.375000 Penalty: 4771.880371
	Iteration 20F: 3 clusters Score -1467183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1467213.875000 Penalty: 4771.880371
	Iteration 21Q: 3 clusters Score -1467214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1467230.500000 Penalty: 4771.880371
	Iteration 22Q: 3 clusters Score -1467230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1467242.875000 Penalty: 4771.880371
	Iteration 23Q: 3 clusters Score -1467243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1467255.500000 Penalty: 4771.880371
	Iteration 24Q: 3 clusters Score -1467256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1467269.375000 Penalty: 4771.880371
	Iteration 25Q: 3 clusters Score -1467269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1467283.625000 Penalty: 4771.880371
	Iteration 26Q: 3 clusters Score -1467284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1467301.750000 Penalty: 4771.880371
	Iteration 27Q: 3 clusters Score -1467302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1467311.625000 Penalty: 4771.880371
	Iteration 28Q: 3 clusters Score -1467312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1467328.250000 Penalty: 4771.880371
	Iteration 29Q: 3 clusters Score -1467328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1467332.250000 Penalty: 4771.880371
	Iteration 30Q: 3 clusters Score -1467332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1467339.625000 Penalty: 4771.880371
	Iteration 31Q: 3 clusters Score -1467340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1467342.500000 Penalty: 4771.880371
	Iteration 32Q: 3 clusters Score -1467342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1467346.625000 Penalty: 4771.880371
	Iteration 33Q: 3 clusters Score -1467347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1467347.875000 Penalty: 4771.880371
	Iteration 34Q: 3 clusters Score -1467348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1467348.625000 Penalty: 4771.880371
	Iteration 35Q: 3 clusters Score -1467349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1467351.250000 Penalty: 4771.880371
	Iteration 36Q: 3 clusters Score -1467351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1467353.250000 Penalty: 4771.880371
	Iteration 37Q: 3 clusters Score -1467353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1467356.250000 Penalty: 4771.880371
	Iteration 38Q: 3 clusters Score -1467356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1467356.000000 Penalty: 4771.880371
	Iteration 39Q: 3 clusters Score -1467356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1467356.250000 Penalty: 4771.880371
	Iteration 40F: 3 clusters Score -1467356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1467361.000000 Penalty: 4771.880371
	Iteration 41Q: 3 clusters Score -1467361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1467359.250000 Penalty: 4771.880371
	Iteration 42Q: 3 clusters Score -1467359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1467361.500000 Penalty: 4771.880371
	Iteration 43Q: 3 clusters Score -1467362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1467362.000000 Penalty: 4771.880371
	Iteration 44Q: 3 clusters Score -1467362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1467365.625000 Penalty: 4771.880371
	Iteration 45Q: 3 clusters Score -1467366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1467365.375000 Penalty: 4771.880371
	Iteration 46Q: 3 clusters Score -1467365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1467367.375000 Penalty: 4771.880371
	Iteration 47Q: 3 clusters Score -1467367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1467369.375000 Penalty: 4771.880371
	Iteration 48Q: 3 clusters Score -1467369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1467373.500000 Penalty: 4771.880371
	Iteration 49Q: 3 clusters Score -1467374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1467378.875000 Penalty: 4771.880371
	Iteration 50Q: 3 clusters Score -1467379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1467383.625000 Penalty: 4771.880371
	Iteration 51Q: 3 clusters Score -1467384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1467384.375000 Penalty: 4771.880371
	Iteration 52Q: 3 clusters Score -1467384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1467384.750000 Penalty: 4771.880371
	Iteration 53Q: 3 clusters Score -1467385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1467389.000000 Penalty: 4771.880371
	Iteration 54Q: 3 clusters Score -1467389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1467389.125000 Penalty: 4771.880371
	Iteration 55Q: 3 clusters Score -1467389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1467390.000000 Penalty: 4771.880371
	Iteration 56Q: 3 clusters Score -1467390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1467392.250000 Penalty: 4771.880371
	Iteration 57Q: 3 clusters Score -1467392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1467393.750000 Penalty: 4771.880371
	Iteration 58Q: 3 clusters Score -1467394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1467395.875000 Penalty: 4771.880371
	Iteration 59Q: 3 clusters Score -1467396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1467396.500000 Penalty: 4771.880371
	Iteration 60F: 3 clusters Score -1467396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1467398.500000 Penalty: 4771.880371
	Iteration 61Q: 3 clusters Score -1467398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1467400.625000 Penalty: 4771.880371
	Iteration 62Q: 3 clusters Score -1467401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1467402.000000 Penalty: 4771.880371
	Iteration 63Q: 3 clusters Score -1467402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1467403.875000 Penalty: 4771.880371
	Iteration 64Q: 3 clusters Score -1467404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1467403.875000 Penalty: 4771.880371
	Iteration 65Q: 3 clusters Score -1467404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1467403.875000 Penalty: 4771.880371
	Iteration 66F: 3 clusters Score -1467404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Entering Unmasked Estep 
Score: -2438794.500000 Penalty: 2512.453857
	Iteration 0F: 2 clusters Score -2438794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2421563.250000 Penalty: 5024.907715
	Iteration 0F: 3 clusters Score -2421563 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2427464.000000 Penalty: 5024.907715
	Iteration 1F: 3 clusters Score -2427464 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2428033.000000 Penalty: 5024.907715
	Iteration 2F: 3 clusters Score -2428033 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2428680.750000 Penalty: 5024.907715
	Iteration 3F: 3 clusters Score -2428681 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2429474.500000 Penalty: 5024.907715
	Iteration 4F: 3 clusters Score -2429474 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2430460.250000 Penalty: 5024.907715
	Iteration 5F: 3 clusters Score -2430460 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2431593.500000 Penalty: 5024.907715
	Iteration 6F: 3 clusters Score -2431594 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2432685.750000 Penalty: 5024.907715
	Iteration 7F: 3 clusters Score -2432686 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2433606.000000 Penalty: 5024.907715
	Iteration 8F: 3 clusters Score -2433606 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2434395.750000 Penalty: 5024.907715
	Iteration 9Q: 3 clusters Score -2434396 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2435041.500000 Penalty: 5024.907715
	Iteration 10Q: 3 clusters Score -2435042 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2435518.500000 Penalty: 5024.907715
	Iteration 11Q: 3 clusters Score -2435518 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2435895.000000 Penalty: 5024.907715
	Iteration 12Q: 3 clusters Score -2435895 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2436161.000000 Penalty: 5024.907715
	Iteration 13Q: 3 clusters Score -2436161 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2436330.000000 Penalty: 5024.907715
	Iteration 14Q: 3 clusters Score -2436330 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2436435.750000 Penalty: 5024.907715
	Iteration 15Q: 3 clusters Score -2436436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2436520.000000 Penalty: 5024.907715
	Iteration 16Q: 3 clusters Score -2436520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2436584.000000 Penalty: 5024.907715
	Iteration 17Q: 3 clusters Score -2436584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2436626.000000 Penalty: 5024.907715
	Iteration 18Q: 3 clusters Score -2436626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2436658.000000 Penalty: 5024.907715
	Iteration 19Q: 3 clusters Score -2436658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2436676.000000 Penalty: 5024.907715
	Iteration 20F: 3 clusters Score -2436676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2436702.000000 Penalty: 5024.907715
	Iteration 21Q: 3 clusters Score -2436702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2436718.000000 Penalty: 5024.907715
	Iteration 22Q: 3 clusters Score -2436718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2436729.000000 Penalty: 5024.907715
	Iteration 23Q: 3 clusters Score -2436729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2436738.500000 Penalty: 5024.907715
	Iteration 24Q: 3 clusters Score -2436738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2436745.500000 Penalty: 5024.907715
	Iteration 25Q: 3 clusters Score -2436746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2436748.500000 Penalty: 5024.907715
	Iteration 26Q: 3 clusters Score -2436748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2436752.750000 Penalty: 5024.907715
	Iteration 27Q: 3 clusters Score -2436753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2436756.250000 Penalty: 5024.907715
	Iteration 28Q: 3 clusters Score -2436756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2436764.000000 Penalty: 5024.907715
	Iteration 29Q: 3 clusters Score -2436764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2436770.750000 Penalty: 5024.907715
	Iteration 30Q: 3 clusters Score -2436771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2436773.500000 Penalty: 5024.907715
	Iteration 31Q: 3 clusters Score -2436774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2436776.000000 Penalty: 5024.907715
	Iteration 32Q: 3 clusters Score -2436776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2436779.000000 Penalty: 5024.907715
	Iteration 33Q: 3 clusters Score -2436779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2436779.000000 Penalty: 5024.907715
	Iteration 34F: 3 clusters Score -2436779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Entering Unmasked Estep 
Score: -1360836.875000 Penalty: 2388.623779
	Iteration 0F: 2 clusters Score -1360837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1349915.875000 Penalty: 4777.247559
	Iteration 0F: 3 clusters Score -1349916 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1353299.125000 Penalty: 4777.247559
	Iteration 1F: 3 clusters Score -1353299 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1353888.875000 Penalty: 4777.247559
	Iteration 2F: 3 clusters Score -1353889 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1354562.500000 Penalty: 4777.247559
	Iteration 3F: 3 clusters Score -1354562 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1355458.250000 Penalty: 4777.247559
	Iteration 4F: 3 clusters Score -1355458 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1356408.875000 Penalty: 4777.247559
	Iteration 5F: 3 clusters Score -1356409 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1357206.750000 Penalty: 4777.247559
	Iteration 6F: 3 clusters Score -1357207 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1357841.250000 Penalty: 4777.247559
	Iteration 7F: 3 clusters Score -1357841 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1358344.000000 Penalty: 4777.247559
	Iteration 8F: 3 clusters Score -1358344 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1358759.625000 Penalty: 4777.247559
	Iteration 9Q: 3 clusters Score -1358760 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1359083.375000 Penalty: 4777.247559
	Iteration 10Q: 3 clusters Score -1359083 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1359271.500000 Penalty: 4777.247559
	Iteration 11Q: 3 clusters Score -1359272 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1359404.125000 Penalty: 4777.247559
	Iteration 12Q: 3 clusters Score -1359404 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1359483.250000 Penalty: 4777.247559
	Iteration 13Q: 3 clusters Score -1359483 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1359542.250000 Penalty: 4777.247559
	Iteration 14Q: 3 clusters Score -1359542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1359580.250000 Penalty: 4777.247559
	Iteration 15Q: 3 clusters Score -1359580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1359620.125000 Penalty: 4777.247559
	Iteration 16Q: 3 clusters Score -1359620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1359653.750000 Penalty: 4777.247559
	Iteration 17Q: 3 clusters Score -1359654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1359671.125000 Penalty: 4777.247559
	Iteration 18Q: 3 clusters Score -1359671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1359688.625000 Penalty: 4777.247559
	Iteration 19Q: 3 clusters Score -1359689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1359697.625000 Penalty: 4777.247559
	Iteration 20F: 3 clusters Score -1359698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1359710.625000 Penalty: 4777.247559
	Iteration 21Q: 3 clusters Score -1359711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1359720.625000 Penalty: 4777.247559
	Iteration 22Q: 3 clusters Score -1359721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1359723.750000 Penalty: 4777.247559
	Iteration 23Q: 3 clusters Score -1359724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1359731.875000 Penalty: 4777.247559
	Iteration 24Q: 3 clusters Score -1359732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1359736.250000 Penalty: 4777.247559
	Iteration 25Q: 3 clusters Score -1359736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1359745.000000 Penalty: 4777.247559
	Iteration 26Q: 3 clusters Score -1359745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1359746.375000 Penalty: 4777.247559
	Iteration 27Q: 3 clusters Score -1359746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1359753.625000 Penalty: 4777.247559
	Iteration 28Q: 3 clusters Score -1359754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1359758.125000 Penalty: 4777.247559
	Iteration 29Q: 3 clusters Score -1359758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1359760.500000 Penalty: 4777.247559
	Iteration 30Q: 3 clusters Score -1359760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1359769.125000 Penalty: 4777.247559
	Iteration 31Q: 3 clusters Score -1359769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1359776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1359779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1359782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1359785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1359792.375000 Penalty: 4777.247559
	Iteration 36Q: 3 clusters Score -1359792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1359793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1359799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1359801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1359806.125000 Penalty: 4777.247559
	Iteration 40F: 3 clusters Score -1359806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1359816.250000 Penalty: 4777.247559
	Iteration 41Q: 3 clusters Score -1359816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1359812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1359818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1359821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1359823.625000 Penalty: 4777.247559
	Iteration 45Q: 3 clusters Score -1359824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1359828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1359829.250000 Penalty: 4777.247559
	Iteration 47Q: 3 clusters Score -1359829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1359830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1359834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1359834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1359836.000000 Penalty: 4777.247559
	Iteration 51Q: 3 clusters Score -1359836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1359838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1359842.000000 Penalty: 4777.247559
	Iteration 53Q: 3 clusters Score -1359842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1359840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1359840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1359842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1359840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1359839.375000 Penalty: 4777.247559
	Iteration 58Q: 3 clusters Score -1359839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1359842.000000 Penalty: 4777.247559
	Iteration 59Q: 3 clusters Score -1359842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1359843.000000 Penalty: 4777.247559
	Iteration 60F: 3 clusters Score -1359843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1359844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1359849 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1359848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1359848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1359850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1359851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1359852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1359852 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1359853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1359854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1359853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1359855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1359852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1359855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1359854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1359857.125000 Penalty: 4777.247559
	Iteration 76Q: 3 clusters Score -1359857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1359856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1359854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1359857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1359858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1359860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1359865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1359867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1359869.625000 Penalty: 4777.247559
	Iteration 84Q: 3 clusters Score -1359870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1359872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1359873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1359875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1359876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1359878.000000 Penalty: 4777.247559
	Iteration 89Q: 3 clusters Score -1359878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1359881.375000 Penalty: 4777.247559
	Iteration 90Q: 3 clusters Score -1359881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1359879 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1359879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1359882.250000 Penalty: 4777.247559
	Iteration 93Q: 3 clusters Score -1359882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1359880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1359880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1359882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1359884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1359882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1359880.875000 Penalty: 4777.247559
	Iteration 99Q: 3 clusters Score -1359881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4146 members 
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	Iteration 100F: 3 clusters Score -1359884 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4144 members 
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	Iteration 101Q: 3 clusters Score -1359883 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4144 members 
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	Iteration 102Q: 3 clusters Score -1359882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1359887 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4134 members 
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	Iteration 104Q: 3 clusters Score -1359889 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4128 members 
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	Iteration 105Q: 3 clusters Score -1359895 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4124 members 
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	Iteration 106Q: 3 clusters Score -1359895 nChanged 13
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Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4115 members 
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	Iteration 107Q: 3 clusters Score -1359898 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1359901.250000 Penalty: 4777.247559
	Iteration 108Q: 3 clusters Score -1359901 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 4098 members 
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	Iteration 109Q: 3 clusters Score -1359906 nChanged 17
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4087 members 
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	Iteration 110Q: 3 clusters Score -1359908 nChanged 17
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Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4078 members 
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	Iteration 111Q: 3 clusters Score -1359912 nChanged 29
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Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4061 members 
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	Iteration 112Q: 3 clusters Score -1359918 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4049 members 
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	Iteration 113Q: 3 clusters Score -1359920 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 4032 members 
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	Iteration 114Q: 3 clusters Score -1359922 nChanged 31
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Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1359931 nChanged 38
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Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3985 members 
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	Iteration 116Q: 3 clusters Score -1359942 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3970 members 
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	Iteration 117Q: 3 clusters Score -1359948 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3956 members 
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	Iteration 118Q: 3 clusters Score -1359956 nChanged 24
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Mstep: Class 1 contains 11298 members 
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	Iteration 119Q: 3 clusters Score -1359960 nChanged 25
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Mstep: Class 1 contains 11317 members 
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	Iteration 120F: 3 clusters Score -1359969 nChanged 26
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Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3897 members 
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	Iteration 121Q: 3 clusters Score -1359968 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3875 members 
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	Iteration 122Q: 3 clusters Score -1359968 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11381 members 
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	Iteration 123Q: 3 clusters Score -1359976 nChanged 25
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Mstep: Class 1 contains 11398 members 
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	Iteration 124Q: 3 clusters Score -1359982 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1359984.500000 Penalty: 4777.247559
	Iteration 125Q: 3 clusters Score -1359984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1359994.750000 Penalty: 4777.247559
	Iteration 126Q: 3 clusters Score -1359995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1359996.500000 Penalty: 4777.247559
	Iteration 127Q: 3 clusters Score -1359996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1360001.375000 Penalty: 4777.247559
	Iteration 128Q: 3 clusters Score -1360001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1360002.875000 Penalty: 4777.247559
	Iteration 129Q: 3 clusters Score -1360003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1360006.250000 Penalty: 4777.247559
	Iteration 130Q: 3 clusters Score -1360006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1360003.125000 Penalty: 4777.247559
	Iteration 131Q: 3 clusters Score -1360003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1360005.625000 Penalty: 4777.247559
	Iteration 132Q: 3 clusters Score -1360006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1360011.875000 Penalty: 4777.247559
	Iteration 133Q: 3 clusters Score -1360012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1360008.625000 Penalty: 4777.247559
	Iteration 134Q: 3 clusters Score -1360009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1360009.250000 Penalty: 4777.247559
	Iteration 135Q: 3 clusters Score -1360009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1360014.250000 Penalty: 4777.247559
	Iteration 136Q: 3 clusters Score -1360014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1360018.625000 Penalty: 4777.247559
	Iteration 137Q: 3 clusters Score -1360019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1360023.625000 Penalty: 4777.247559
	Iteration 138Q: 3 clusters Score -1360024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1360031.125000 Penalty: 4777.247559
	Iteration 139Q: 3 clusters Score -1360031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1360029.000000 Penalty: 4777.247559
	Iteration 140F: 3 clusters Score -1360029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1360033.000000 Penalty: 4777.247559
	Iteration 141Q: 3 clusters Score -1360033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1360033.000000 Penalty: 4777.247559
	Iteration 142Q: 3 clusters Score -1360033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1360036.625000 Penalty: 4777.247559
	Iteration 143Q: 3 clusters Score -1360037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1360043.250000 Penalty: 4777.247559
	Iteration 144Q: 3 clusters Score -1360043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1360043.500000 Penalty: 4777.247559
	Iteration 145Q: 3 clusters Score -1360044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1360050.000000 Penalty: 4777.247559
	Iteration 146Q: 3 clusters Score -1360050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1360052.125000 Penalty: 4777.247559
	Iteration 147Q: 3 clusters Score -1360052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1360058.875000 Penalty: 4777.247559
	Iteration 148Q: 3 clusters Score -1360059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1360062.250000 Penalty: 4777.247559
	Iteration 149Q: 3 clusters Score -1360062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1360068.125000 Penalty: 4777.247559
	Iteration 150Q: 3 clusters Score -1360068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1360072.250000 Penalty: 4777.247559
	Iteration 151Q: 3 clusters Score -1360072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1360085.125000 Penalty: 4777.247559
	Iteration 152Q: 3 clusters Score -1360085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1360098.000000 Penalty: 4777.247559
	Iteration 153Q: 3 clusters Score -1360098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1360105.250000 Penalty: 4777.247559
	Iteration 154Q: 3 clusters Score -1360105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1360107.500000 Penalty: 4777.247559
	Iteration 155Q: 3 clusters Score -1360108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1360118.125000 Penalty: 4777.247559
	Iteration 156Q: 3 clusters Score -1360118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1360126.250000 Penalty: 4777.247559
	Iteration 157Q: 3 clusters Score -1360126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1360138.500000 Penalty: 4777.247559
	Iteration 158Q: 3 clusters Score -1360138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1360147.250000 Penalty: 4777.247559
	Iteration 159Q: 3 clusters Score -1360147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1360164.375000 Penalty: 4777.247559
	Iteration 160F: 3 clusters Score -1360164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1360174.750000 Penalty: 4777.247559
	Iteration 161Q: 3 clusters Score -1360175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1360182.375000 Penalty: 4777.247559
	Iteration 162Q: 3 clusters Score -1360182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1360196.125000 Penalty: 4777.247559
	Iteration 163Q: 3 clusters Score -1360196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1360209.750000 Penalty: 4777.247559
	Iteration 164Q: 3 clusters Score -1360210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1360214.625000 Penalty: 4777.247559
	Iteration 165Q: 3 clusters Score -1360215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1360225.500000 Penalty: 4777.247559
	Iteration 166Q: 3 clusters Score -1360226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1360234.000000 Penalty: 4777.247559
	Iteration 167Q: 3 clusters Score -1360234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1360236.875000 Penalty: 4777.247559
	Iteration 168Q: 3 clusters Score -1360237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1360241.375000 Penalty: 4777.247559
	Iteration 169Q: 3 clusters Score -1360241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1360243.750000 Penalty: 4777.247559
	Iteration 170Q: 3 clusters Score -1360244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1360241.750000 Penalty: 4777.247559
	Iteration 171Q: 3 clusters Score -1360242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1360246.375000 Penalty: 4777.247559
	Iteration 172Q: 3 clusters Score -1360246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1360250.375000 Penalty: 4777.247559
	Iteration 173Q: 3 clusters Score -1360250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1360247.500000 Penalty: 4777.247559
	Iteration 174Q: 3 clusters Score -1360248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1360249.500000 Penalty: 4777.247559
	Iteration 175Q: 3 clusters Score -1360250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1360249.250000 Penalty: 4777.247559
	Iteration 176Q: 3 clusters Score -1360249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1360249.250000 Penalty: 4777.247559
	Iteration 177F: 3 clusters Score -1360249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Entering Unmasked Estep 
Score: -1350261.000000 Penalty: 2372.155518
	Iteration 0F: 2 clusters Score -1350261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1339886.500000 Penalty: 4744.311035
	Iteration 0F: 3 clusters Score -1339886 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1343211.250000 Penalty: 4744.311035
	Iteration 1F: 3 clusters Score -1343211 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1343751.625000 Penalty: 4744.311035
	Iteration 2F: 3 clusters Score -1343752 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1344253.125000 Penalty: 4744.311035
	Iteration 3F: 3 clusters Score -1344253 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1344779.875000 Penalty: 4744.311035
	Iteration 4F: 3 clusters Score -1344780 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1345275.500000 Penalty: 4744.311035
	Iteration 5F: 3 clusters Score -1345276 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1345748.125000 Penalty: 4744.311035
	Iteration 6F: 3 clusters Score -1345748 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1346155.875000 Penalty: 4744.311035
	Iteration 7F: 3 clusters Score -1346156 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1346505.750000 Penalty: 4744.311035
	Iteration 8Q: 3 clusters Score -1346506 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1346843.000000 Penalty: 4744.311035
	Iteration 9Q: 3 clusters Score -1346843 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1347124.000000 Penalty: 4744.311035
	Iteration 10Q: 3 clusters Score -1347124 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1347339.625000 Penalty: 4744.311035
	Iteration 11Q: 3 clusters Score -1347340 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1347494.750000 Penalty: 4744.311035
	Iteration 12Q: 3 clusters Score -1347495 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1347612.375000 Penalty: 4744.311035
	Iteration 13Q: 3 clusters Score -1347612 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1347693.375000 Penalty: 4744.311035
	Iteration 14Q: 3 clusters Score -1347693 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1347767.375000 Penalty: 4744.311035
	Iteration 15Q: 3 clusters Score -1347767 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1347818.000000 Penalty: 4744.311035
	Iteration 16Q: 3 clusters Score -1347818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1347874.375000 Penalty: 4744.311035
	Iteration 17Q: 3 clusters Score -1347874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1347938.375000 Penalty: 4744.311035
	Iteration 18Q: 3 clusters Score -1347938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1347994.375000 Penalty: 4744.311035
	Iteration 19Q: 3 clusters Score -1347994 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1348051.125000 Penalty: 4744.311035
	Iteration 20F: 3 clusters Score -1348051 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1348098.000000 Penalty: 4744.311035
	Iteration 21Q: 3 clusters Score -1348098 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1348145.750000 Penalty: 4744.311035
	Iteration 22Q: 3 clusters Score -1348146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1348200.375000 Penalty: 4744.311035
	Iteration 23Q: 3 clusters Score -1348200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1348258.750000 Penalty: 4744.311035
	Iteration 24Q: 3 clusters Score -1348259 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1348305.500000 Penalty: 4744.311035
	Iteration 25Q: 3 clusters Score -1348306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1348336.750000 Penalty: 4744.311035
	Iteration 26Q: 3 clusters Score -1348337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1348362.375000 Penalty: 4744.311035
	Iteration 27Q: 3 clusters Score -1348362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1348394.000000 Penalty: 4744.311035
	Iteration 28Q: 3 clusters Score -1348394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1348417.375000 Penalty: 4744.311035
	Iteration 29Q: 3 clusters Score -1348417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1348442.125000 Penalty: 4744.311035
	Iteration 30Q: 3 clusters Score -1348442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1348458.875000 Penalty: 4744.311035
	Iteration 31Q: 3 clusters Score -1348459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1348477.000000 Penalty: 4744.311035
	Iteration 32Q: 3 clusters Score -1348477 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1348497.250000 Penalty: 4744.311035
	Iteration 33Q: 3 clusters Score -1348497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1348514.625000 Penalty: 4744.311035
	Iteration 34Q: 3 clusters Score -1348515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1348528.375000 Penalty: 4744.311035
	Iteration 35Q: 3 clusters Score -1348528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1348541.125000 Penalty: 4744.311035
	Iteration 36Q: 3 clusters Score -1348541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1348560.250000 Penalty: 4744.311035
	Iteration 37Q: 3 clusters Score -1348560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1348572.750000 Penalty: 4744.311035
	Iteration 38Q: 3 clusters Score -1348573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1348592.500000 Penalty: 4744.311035
	Iteration 39Q: 3 clusters Score -1348592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1348603.250000 Penalty: 4744.311035
	Iteration 40F: 3 clusters Score -1348603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1348628.625000 Penalty: 4744.311035
	Iteration 41Q: 3 clusters Score -1348629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1348647.500000 Penalty: 4744.311035
	Iteration 42Q: 3 clusters Score -1348648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1348671.750000 Penalty: 4744.311035
	Iteration 43Q: 3 clusters Score -1348672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1348698.000000 Penalty: 4744.311035
	Iteration 44Q: 3 clusters Score -1348698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1348717.125000 Penalty: 4744.311035
	Iteration 45Q: 3 clusters Score -1348717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1348738.750000 Penalty: 4744.311035
	Iteration 46Q: 3 clusters Score -1348739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1348749.750000 Penalty: 4744.311035
	Iteration 47Q: 3 clusters Score -1348750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1348761.875000 Penalty: 4744.311035
	Iteration 48Q: 3 clusters Score -1348762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1348771.875000 Penalty: 4744.311035
	Iteration 49Q: 3 clusters Score -1348772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1348779.125000 Penalty: 4744.311035
	Iteration 50Q: 3 clusters Score -1348779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1348787.375000 Penalty: 4744.311035
	Iteration 51Q: 3 clusters Score -1348787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1348789.250000 Penalty: 4744.311035
	Iteration 52Q: 3 clusters Score -1348789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1348793.000000 Penalty: 4744.311035
	Iteration 53Q: 3 clusters Score -1348793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1348797.875000 Penalty: 4744.311035
	Iteration 54Q: 3 clusters Score -1348798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1348799.875000 Penalty: 4744.311035
	Iteration 55Q: 3 clusters Score -1348800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1348798.625000 Penalty: 4744.311035
	Iteration 56Q: 3 clusters Score -1348799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1348801.250000 Penalty: 4744.311035
	Iteration 57Q: 3 clusters Score -1348801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1348805.500000 Penalty: 4744.311035
	Iteration 58Q: 3 clusters Score -1348806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1348807.500000 Penalty: 4744.311035
	Iteration 59Q: 3 clusters Score -1348808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1348807.500000 Penalty: 4744.311035
	Iteration 60F: 3 clusters Score -1348808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Entering Unmasked Estep 
Score: -9436044.000000 Penalty: 2847.631104
	Iteration 0F: 2 clusters Score -9436044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -9371115.000000 Penalty: 5695.262207
	Iteration 0F: 3 clusters Score -9371115 nChanged 45857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9397704.000000 Penalty: 5695.262207
	Iteration 1F: 3 clusters Score -9397704 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -9399181.000000 Penalty: 5695.262207
	Iteration 2Q: 3 clusters Score -9399181 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -9401176.000000 Penalty: 5695.262207
	Iteration 3Q: 3 clusters Score -9401176 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -9404390.000000 Penalty: 5695.262207
	Iteration 4F: 3 clusters Score -9404390 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -9408215.000000 Penalty: 5695.262207
	Iteration 5F: 3 clusters Score -9408215 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -9412213.000000 Penalty: 5695.262207
	Iteration 6F: 3 clusters Score -9412213 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -9415775.000000 Penalty: 5695.262207
	Iteration 7F: 3 clusters Score -9415775 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -9418870.000000 Penalty: 5695.262207
	Iteration 8F: 3 clusters Score -9418870 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -9421544.000000 Penalty: 5695.262207
	Iteration 9Q: 3 clusters Score -9421544 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -9424150.000000 Penalty: 5695.262207
	Iteration 10Q: 3 clusters Score -9424150 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -9426757.000000 Penalty: 5695.262207
	Iteration 11Q: 3 clusters Score -9426757 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -9428883.000000 Penalty: 5695.262207
	Iteration 12Q: 3 clusters Score -9428883 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -9430648.000000 Penalty: 5695.262207
	Iteration 13Q: 3 clusters Score -9430648 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -9431899.000000 Penalty: 5695.262207
	Iteration 14Q: 3 clusters Score -9431899 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -9432694.000000 Penalty: 5695.262207
	Iteration 15Q: 3 clusters Score -9432694 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -9433205.000000 Penalty: 5695.262207
	Iteration 16Q: 3 clusters Score -9433205 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -9433439.000000 Penalty: 5695.262207
	Iteration 17Q: 3 clusters Score -9433439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -9433563.000000 Penalty: 5695.262207
	Iteration 18Q: 3 clusters Score -9433563 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -9433626.000000 Penalty: 5695.262207
	Iteration 19Q: 3 clusters Score -9433626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -9433640.000000 Penalty: 5695.262207
	Iteration 20F: 3 clusters Score -9433640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -9433679.000000 Penalty: 5695.262207
	Iteration 21Q: 3 clusters Score -9433679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -9433702.000000 Penalty: 5695.262207
	Iteration 22Q: 3 clusters Score -9433702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -9433741.000000 Penalty: 5695.262207
	Iteration 23Q: 3 clusters Score -9433741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -9433743.000000 Penalty: 5695.262207
	Iteration 24Q: 3 clusters Score -9433743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -9433753.000000 Penalty: 5695.262207
	Iteration 25Q: 3 clusters Score -9433753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -9433753.000000 Penalty: 5695.262207
	Iteration 26Q: 3 clusters Score -9433753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -9433757.000000 Penalty: 5695.262207
	Iteration 27Q: 3 clusters Score -9433757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -9433763.000000 Penalty: 5695.262207
	Iteration 28Q: 3 clusters Score -9433763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -9433765.000000 Penalty: 5695.262207
	Iteration 29Q: 3 clusters Score -9433765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -9433761.000000 Penalty: 5695.262207
	Iteration 30Q: 3 clusters Score -9433761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -9433763.000000 Penalty: 5695.262207
	Iteration 31Q: 3 clusters Score -9433763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -9433763.000000 Penalty: 5695.262207
	Iteration 32F: 3 clusters Score -9433763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1974512.375000 Penalty: 2453.321777
	Iteration 0F: 2 clusters Score -1974512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1960584.000000 Penalty: 4906.643555
	Iteration 0F: 3 clusters Score -1960584 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1965363.750000 Penalty: 4906.643555
	Iteration 1F: 3 clusters Score -1965364 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1965910.500000 Penalty: 4906.643555
	Iteration 2F: 3 clusters Score -1965910 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1966401.250000 Penalty: 4906.643555
	Iteration 3F: 3 clusters Score -1966401 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1966946.250000 Penalty: 4906.643555
	Iteration 4F: 3 clusters Score -1966946 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1967569.875000 Penalty: 4906.643555
	Iteration 5F: 3 clusters Score -1967570 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1968194.500000 Penalty: 4906.643555
	Iteration 6F: 3 clusters Score -1968194 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1968868.375000 Penalty: 4906.643555
	Iteration 7F: 3 clusters Score -1968868 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1969609.000000 Penalty: 4906.643555
	Iteration 8F: 3 clusters Score -1969609 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1970323.875000 Penalty: 4906.643555
	Iteration 9Q: 3 clusters Score -1970324 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1970935.625000 Penalty: 4906.643555
	Iteration 10Q: 3 clusters Score -1970936 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1971331.000000 Penalty: 4906.643555
	Iteration 11Q: 3 clusters Score -1971331 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1971632.625000 Penalty: 4906.643555
	Iteration 12Q: 3 clusters Score -1971633 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1971858.250000 Penalty: 4906.643555
	Iteration 13Q: 3 clusters Score -1971858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1972023.500000 Penalty: 4906.643555
	Iteration 14Q: 3 clusters Score -1972024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1972125.500000 Penalty: 4906.643555
	Iteration 15Q: 3 clusters Score -1972126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1972193.000000 Penalty: 4906.643555
	Iteration 16Q: 3 clusters Score -1972193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1972237.125000 Penalty: 4906.643555
	Iteration 17Q: 3 clusters Score -1972237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1972255.375000 Penalty: 4906.643555
	Iteration 18Q: 3 clusters Score -1972255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1972269.000000 Penalty: 4906.643555
	Iteration 19Q: 3 clusters Score -1972269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1972284.750000 Penalty: 4906.643555
	Iteration 20F: 3 clusters Score -1972285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1972299.375000 Penalty: 4906.643555
	Iteration 21Q: 3 clusters Score -1972299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1972312.875000 Penalty: 4906.643555
	Iteration 22Q: 3 clusters Score -1972313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1972325.875000 Penalty: 4906.643555
	Iteration 23Q: 3 clusters Score -1972326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1972340.875000 Penalty: 4906.643555
	Iteration 24Q: 3 clusters Score -1972341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1972345.625000 Penalty: 4906.643555
	Iteration 25Q: 3 clusters Score -1972346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1972353.000000 Penalty: 4906.643555
	Iteration 26Q: 3 clusters Score -1972353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1972362.500000 Penalty: 4906.643555
	Iteration 27Q: 3 clusters Score -1972362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1972363.875000 Penalty: 4906.643555
	Iteration 28Q: 3 clusters Score -1972364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1972365.750000 Penalty: 4906.643555
	Iteration 29Q: 3 clusters Score -1972366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1972365.625000 Penalty: 4906.643555
	Iteration 30Q: 3 clusters Score -1972366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1972365.625000 Penalty: 4906.643555
	Iteration 31F: 3 clusters Score -1972366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -830452.687500 Penalty: 2259.107178
	Iteration 0F: 2 clusters Score -830452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -823363.250000 Penalty: 4518.214355
	Iteration 0F: 3 clusters Score -823363.2 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -825427.125000 Penalty: 4518.214355
	Iteration 1F: 3 clusters Score -825427.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -825814.187500 Penalty: 4518.214355
	Iteration 2F: 3 clusters Score -825814.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -826140.000000 Penalty: 4518.214355
	Iteration 3F: 3 clusters Score -826140 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -826480.250000 Penalty: 4518.214355
	Iteration 4F: 3 clusters Score -826480.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -826867.375000 Penalty: 4518.214355
	Iteration 5F: 3 clusters Score -826867.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -827264.937500 Penalty: 4518.214355
	Iteration 6F: 3 clusters Score -827264.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -827610.812500 Penalty: 4518.214355
	Iteration 7F: 3 clusters Score -827610.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -827893.500000 Penalty: 4518.214355
	Iteration 8Q: 3 clusters Score -827893.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -828129.750000 Penalty: 4518.214355
	Iteration 9Q: 3 clusters Score -828129.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -828334.250000 Penalty: 4518.214355
	Iteration 10Q: 3 clusters Score -828334.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -828516.000000 Penalty: 4518.214355
	Iteration 11Q: 3 clusters Score -828516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -828684.312500 Penalty: 4518.214355
	Iteration 12Q: 3 clusters Score -828684.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -828815.437500 Penalty: 4518.214355
	Iteration 13Q: 3 clusters Score -828815.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -828928.062500 Penalty: 4518.214355
	Iteration 14Q: 3 clusters Score -828928.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -829014.375000 Penalty: 4518.214355
	Iteration 15Q: 3 clusters Score -829014.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -829068.437500 Penalty: 4518.214355
	Iteration 16Q: 3 clusters Score -829068.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -829117.062500 Penalty: 4518.214355
	Iteration 17Q: 3 clusters Score -829117.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -829153.875000 Penalty: 4518.214355
	Iteration 18Q: 3 clusters Score -829153.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -829186.437500 Penalty: 4518.214355
	Iteration 19Q: 3 clusters Score -829186.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -829224.937500 Penalty: 4518.214355
	Iteration 20F: 3 clusters Score -829224.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -829272.250000 Penalty: 4518.214355
	Iteration 21Q: 3 clusters Score -829272.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -829322.562500 Penalty: 4518.214355
	Iteration 22Q: 3 clusters Score -829322.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -829373.375000 Penalty: 4518.214355
	Iteration 23Q: 3 clusters Score -829373.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -829421.187500 Penalty: 4518.214355
	Iteration 24Q: 3 clusters Score -829421.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -829468.250000 Penalty: 4518.214355
	Iteration 25Q: 3 clusters Score -829468.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -829503.000000 Penalty: 4518.214355
	Iteration 26Q: 3 clusters Score -829503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -829541.187500 Penalty: 4518.214355
	Iteration 27Q: 3 clusters Score -829541.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -829576.250000 Penalty: 4518.214355
	Iteration 28Q: 3 clusters Score -829576.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -829613.875000 Penalty: 4518.214355
	Iteration 29Q: 3 clusters Score -829613.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -829641.250000 Penalty: 4518.214355
	Iteration 30Q: 3 clusters Score -829641.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -829661.125000 Penalty: 4518.214355
	Iteration 31Q: 3 clusters Score -829661.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -829671.250000 Penalty: 4518.214355
	Iteration 32Q: 3 clusters Score -829671.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -829678.750000 Penalty: 4518.214355
	Iteration 33Q: 3 clusters Score -829678.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -829683.000000 Penalty: 4518.214355
	Iteration 34Q: 3 clusters Score -829683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -829687.125000 Penalty: 4518.214355
	Iteration 35Q: 3 clusters Score -829687.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -829690.312500 Penalty: 4518.214355
	Iteration 36Q: 3 clusters Score -829690.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -829697.000000 Penalty: 4518.214355
	Iteration 37Q: 3 clusters Score -829697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -829698.625000 Penalty: 4518.214355
	Iteration 38Q: 3 clusters Score -829698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -829699.187500 Penalty: 4518.214355
	Iteration 39Q: 3 clusters Score -829699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -829702.375000 Penalty: 4518.214355
	Iteration 40F: 3 clusters Score -829702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -829703.187500 Penalty: 4518.214355
	Iteration 41Q: 3 clusters Score -829703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -829704.125000 Penalty: 4518.214355
	Iteration 42Q: 3 clusters Score -829704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -829703.875000 Penalty: 4518.214355
	Iteration 43Q: 3 clusters Score -829703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -829705.750000 Penalty: 4518.214355
	Iteration 44Q: 3 clusters Score -829705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -829706.375000 Penalty: 4518.214355
	Iteration 45Q: 3 clusters Score -829706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -829708.375000 Penalty: 4518.214355
	Iteration 46Q: 3 clusters Score -829708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -829706.500000 Penalty: 4518.214355
	Iteration 47Q: 3 clusters Score -829706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -829708.500000 Penalty: 4518.214355
	Iteration 48Q: 3 clusters Score -829708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -829709.437500 Penalty: 4518.214355
	Iteration 49Q: 3 clusters Score -829709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -829710.125000 Penalty: 4518.214355
	Iteration 50Q: 3 clusters Score -829710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -829710.312500 Penalty: 4518.214355
	Iteration 51Q: 3 clusters Score -829710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -829710.375000 Penalty: 4518.214355
	Iteration 52Q: 3 clusters Score -829710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -829710.250000 Penalty: 4518.214355
	Iteration 53Q: 3 clusters Score -829710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -829710.250000 Penalty: 4518.214355
	Iteration 54F: 3 clusters Score -829710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Entering Unmasked Estep 
Score: -1658661.750000 Penalty: 2425.753418
	Iteration 0F: 2 clusters Score -1658662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1646047.500000 Penalty: 4851.506836
	Iteration 0F: 3 clusters Score -1646048 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1650258.375000 Penalty: 4851.506836
	Iteration 1F: 3 clusters Score -1650258 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1650696.125000 Penalty: 4851.506836
	Iteration 2F: 3 clusters Score -1650696 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1651053.625000 Penalty: 4851.506836
	Iteration 3F: 3 clusters Score -1651054 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1651381.500000 Penalty: 4851.506836
	Iteration 4Q: 3 clusters Score -1651382 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1651711.875000 Penalty: 4851.506836
	Iteration 5Q: 3 clusters Score -1651712 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1652057.500000 Penalty: 4851.506836
	Iteration 6Q: 3 clusters Score -1652058 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1652414.875000 Penalty: 4851.506836
	Iteration 7Q: 3 clusters Score -1652415 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1652793.625000 Penalty: 4851.506836
	Iteration 8Q: 3 clusters Score -1652794 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1653175.625000 Penalty: 4851.506836
	Iteration 9Q: 3 clusters Score -1653176 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1653523.750000 Penalty: 4851.506836
	Iteration 10Q: 3 clusters Score -1653524 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1653894.875000 Penalty: 4851.506836
	Iteration 11Q: 3 clusters Score -1653895 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1654264.750000 Penalty: 4851.506836
	Iteration 12Q: 3 clusters Score -1654265 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1654609.250000 Penalty: 4851.506836
	Iteration 13Q: 3 clusters Score -1654609 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1654942.625000 Penalty: 4851.506836
	Iteration 14Q: 3 clusters Score -1654943 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1655245.125000 Penalty: 4851.506836
	Iteration 15Q: 3 clusters Score -1655245 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1655499.000000 Penalty: 4851.506836
	Iteration 16Q: 3 clusters Score -1655499 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1655750.125000 Penalty: 4851.506836
	Iteration 17Q: 3 clusters Score -1655750 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1655961.375000 Penalty: 4851.506836
	Iteration 18Q: 3 clusters Score -1655961 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1656133.000000 Penalty: 4851.506836
	Iteration 19Q: 3 clusters Score -1656133 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1656259.750000 Penalty: 4851.506836
	Iteration 20F: 3 clusters Score -1656260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1656369.125000 Penalty: 4851.506836
	Iteration 21Q: 3 clusters Score -1656369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1656445.375000 Penalty: 4851.506836
	Iteration 22Q: 3 clusters Score -1656445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1656488.125000 Penalty: 4851.506836
	Iteration 23Q: 3 clusters Score -1656488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1656507.625000 Penalty: 4851.506836
	Iteration 24Q: 3 clusters Score -1656508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1656521.000000 Penalty: 4851.506836
	Iteration 25Q: 3 clusters Score -1656521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1656529.875000 Penalty: 4851.506836
	Iteration 26Q: 3 clusters Score -1656530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1656541.375000 Penalty: 4851.506836
	Iteration 27Q: 3 clusters Score -1656541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1656552.000000 Penalty: 4851.506836
	Iteration 28Q: 3 clusters Score -1656552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1656554.250000 Penalty: 4851.506836
	Iteration 29Q: 3 clusters Score -1656554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1656556.125000 Penalty: 4851.506836
	Iteration 30Q: 3 clusters Score -1656556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1656555.000000 Penalty: 4851.506836
	Iteration 31Q: 3 clusters Score -1656555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1656562.500000 Penalty: 4851.506836
	Iteration 32Q: 3 clusters Score -1656562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1656560.500000 Penalty: 4851.506836
	Iteration 33Q: 3 clusters Score -1656560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1656565.500000 Penalty: 4851.506836
	Iteration 34Q: 3 clusters Score -1656566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1656568.875000 Penalty: 4851.506836
	Iteration 35Q: 3 clusters Score -1656569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1656571.375000 Penalty: 4851.506836
	Iteration 36Q: 3 clusters Score -1656571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1656574.500000 Penalty: 4851.506836
	Iteration 37Q: 3 clusters Score -1656574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1656576.125000 Penalty: 4851.506836
	Iteration 38Q: 3 clusters Score -1656576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1656577.625000 Penalty: 4851.506836
	Iteration 39Q: 3 clusters Score -1656578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1656580.125000 Penalty: 4851.506836
	Iteration 40F: 3 clusters Score -1656580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1656581.750000 Penalty: 4851.506836
	Iteration 41Q: 3 clusters Score -1656582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1656582.875000 Penalty: 4851.506836
	Iteration 42Q: 3 clusters Score -1656583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1656582.375000 Penalty: 4851.506836
	Iteration 43Q: 3 clusters Score -1656582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1656582.250000 Penalty: 4851.506836
	Iteration 44Q: 3 clusters Score -1656582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1656582.250000 Penalty: 4851.506836
	Iteration 45F: 3 clusters Score -1656582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -565001.437500 Penalty: 2140.679199
	Iteration 0F: 2 clusters Score -565001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -560107.437500 Penalty: 4281.358398
	Iteration 0F: 3 clusters Score -560107.4 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -561392.187500 Penalty: 4281.358398
	Iteration 1F: 3 clusters Score -561392.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -561628.625000 Penalty: 4281.358398
	Iteration 2F: 3 clusters Score -561628.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -561773.000000 Penalty: 4281.358398
	Iteration 3Q: 3 clusters Score -561773 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -561877.375000 Penalty: 4281.358398
	Iteration 4Q: 3 clusters Score -561877.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -561967.250000 Penalty: 4281.358398
	Iteration 5Q: 3 clusters Score -561967.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -562054.125000 Penalty: 4281.358398
	Iteration 6Q: 3 clusters Score -562054.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -562140.500000 Penalty: 4281.358398
	Iteration 7Q: 3 clusters Score -562140.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -562212.500000 Penalty: 4281.358398
	Iteration 8Q: 3 clusters Score -562212.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -562284.500000 Penalty: 4281.358398
	Iteration 9Q: 3 clusters Score -562284.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -562348.625000 Penalty: 4281.358398
	Iteration 10Q: 3 clusters Score -562348.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -562403.750000 Penalty: 4281.358398
	Iteration 11Q: 3 clusters Score -562403.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -562455.937500 Penalty: 4281.358398
	Iteration 12Q: 3 clusters Score -562455.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -562502.875000 Penalty: 4281.358398
	Iteration 13Q: 3 clusters Score -562502.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -562555.687500 Penalty: 4281.358398
	Iteration 14Q: 3 clusters Score -562555.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -562595.312500 Penalty: 4281.358398
	Iteration 15Q: 3 clusters Score -562595.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -562632.125000 Penalty: 4281.358398
	Iteration 16Q: 3 clusters Score -562632.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -562672.687500 Penalty: 4281.358398
	Iteration 17Q: 3 clusters Score -562672.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -562701.250000 Penalty: 4281.358398
	Iteration 18Q: 3 clusters Score -562701.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -562725.812500 Penalty: 4281.358398
	Iteration 19Q: 3 clusters Score -562725.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -562746.250000 Penalty: 4281.358398
	Iteration 20F: 3 clusters Score -562746.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -562762.812500 Penalty: 4281.358398
	Iteration 21Q: 3 clusters Score -562762.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -562780.000000 Penalty: 4281.358398
	Iteration 22Q: 3 clusters Score -562780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -562792.375000 Penalty: 4281.358398
	Iteration 23Q: 3 clusters Score -562792.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -562806.187500 Penalty: 4281.358398
	Iteration 24Q: 3 clusters Score -562806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -562817.875000 Penalty: 4281.358398
	Iteration 25Q: 3 clusters Score -562817.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -562827.750000 Penalty: 4281.358398
	Iteration 26Q: 3 clusters Score -562827.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -562835.375000 Penalty: 4281.358398
	Iteration 27Q: 3 clusters Score -562835.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -562845.875000 Penalty: 4281.358398
	Iteration 28Q: 3 clusters Score -562845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -562852.812500 Penalty: 4281.358398
	Iteration 29Q: 3 clusters Score -562852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -562860.625000 Penalty: 4281.358398
	Iteration 30Q: 3 clusters Score -562860.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -562871.125000 Penalty: 4281.358398
	Iteration 31Q: 3 clusters Score -562871.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -562883.125000 Penalty: 4281.358398
	Iteration 32Q: 3 clusters Score -562883.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -562893.187500 Penalty: 4281.358398
	Iteration 33Q: 3 clusters Score -562893.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -562898.625000 Penalty: 4281.358398
	Iteration 34Q: 3 clusters Score -562898.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -562902.937500 Penalty: 4281.358398
	Iteration 35Q: 3 clusters Score -562902.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -562906.937500 Penalty: 4281.358398
	Iteration 36Q: 3 clusters Score -562906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -562908.000000 Penalty: 4281.358398
	Iteration 37Q: 3 clusters Score -562908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -562911.250000 Penalty: 4281.358398
	Iteration 38Q: 3 clusters Score -562911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -562911.812500 Penalty: 4281.358398
	Iteration 39Q: 3 clusters Score -562911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -562913.812500 Penalty: 4281.358398
	Iteration 40F: 3 clusters Score -562913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -562916.375000 Penalty: 4281.358398
	Iteration 41Q: 3 clusters Score -562916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -562918.625000 Penalty: 4281.358398
	Iteration 42Q: 3 clusters Score -562918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -562920.375000 Penalty: 4281.358398
	Iteration 43Q: 3 clusters Score -562920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -562921.562500 Penalty: 4281.358398
	Iteration 44Q: 3 clusters Score -562921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -562920.625000 Penalty: 4281.358398
	Iteration 45Q: 3 clusters Score -562920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -562921.812500 Penalty: 4281.358398
	Iteration 46Q: 3 clusters Score -562921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -562921.250000 Penalty: 4281.358398
	Iteration 47Q: 3 clusters Score -562921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -562921.250000 Penalty: 4281.358398
	Iteration 48F: 3 clusters Score -562921.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Entering Unmasked Estep 
Score: -664223.562500 Penalty: 2183.174561
	Iteration 0F: 2 clusters Score -664223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -658664.625000 Penalty: 4366.349121
	Iteration 0F: 3 clusters Score -658664.6 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -660069.125000 Penalty: 4366.349121
	Iteration 1F: 3 clusters Score -660069.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -660302.750000 Penalty: 4366.349121
	Iteration 2F: 3 clusters Score -660302.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -660443.625000 Penalty: 4366.349121
	Iteration 3Q: 3 clusters Score -660443.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -660560.625000 Penalty: 4366.349121
	Iteration 4Q: 3 clusters Score -660560.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -660653.187500 Penalty: 4366.349121
	Iteration 5Q: 3 clusters Score -660653.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -660723.312500 Penalty: 4366.349121
	Iteration 6Q: 3 clusters Score -660723.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -660792.062500 Penalty: 4366.349121
	Iteration 7Q: 3 clusters Score -660792.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -660853.000000 Penalty: 4366.349121
	Iteration 8Q: 3 clusters Score -660853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -660904.312500 Penalty: 4366.349121
	Iteration 9Q: 3 clusters Score -660904.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -660957.125000 Penalty: 4366.349121
	Iteration 10Q: 3 clusters Score -660957.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -661014.187500 Penalty: 4366.349121
	Iteration 11Q: 3 clusters Score -661014.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -661073.312500 Penalty: 4366.349121
	Iteration 12Q: 3 clusters Score -661073.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -661138.437500 Penalty: 4366.349121
	Iteration 13Q: 3 clusters Score -661138.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -661212.250000 Penalty: 4366.349121
	Iteration 14Q: 3 clusters Score -661212.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -661301.812500 Penalty: 4366.349121
	Iteration 15Q: 3 clusters Score -661301.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -661419.687500 Penalty: 4366.349121
	Iteration 16Q: 3 clusters Score -661419.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -661532.062500 Penalty: 4366.349121
	Iteration 17Q: 3 clusters Score -661532.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -661665.500000 Penalty: 4366.349121
	Iteration 18Q: 3 clusters Score -661665.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -661815.000000 Penalty: 4366.349121
	Iteration 19Q: 3 clusters Score -661815 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -661961.937500 Penalty: 4366.349121
	Iteration 20F: 3 clusters Score -661961.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -662096.875000 Penalty: 4366.349121
	Iteration 21Q: 3 clusters Score -662096.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -662196.062500 Penalty: 4366.349121
	Iteration 22Q: 3 clusters Score -662196.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -662280.187500 Penalty: 4366.349121
	Iteration 23Q: 3 clusters Score -662280.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -662347.812500 Penalty: 4366.349121
	Iteration 24Q: 3 clusters Score -662347.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -662399.562500 Penalty: 4366.349121
	Iteration 25Q: 3 clusters Score -662399.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -662435.000000 Penalty: 4366.349121
	Iteration 26Q: 3 clusters Score -662435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -662454.937500 Penalty: 4366.349121
	Iteration 27Q: 3 clusters Score -662454.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -662472.062500 Penalty: 4366.349121
	Iteration 28Q: 3 clusters Score -662472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -662487.875000 Penalty: 4366.349121
	Iteration 29Q: 3 clusters Score -662487.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -662497.500000 Penalty: 4366.349121
	Iteration 30Q: 3 clusters Score -662497.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -662511.125000 Penalty: 4366.349121
	Iteration 31Q: 3 clusters Score -662511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -662521.750000 Penalty: 4366.349121
	Iteration 32Q: 3 clusters Score -662521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -662525.687500 Penalty: 4366.349121
	Iteration 33Q: 3 clusters Score -662525.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -662535.500000 Penalty: 4366.349121
	Iteration 34Q: 3 clusters Score -662535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -662541.687500 Penalty: 4366.349121
	Iteration 35Q: 3 clusters Score -662541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -662545.812500 Penalty: 4366.349121
	Iteration 36Q: 3 clusters Score -662545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -662551.312500 Penalty: 4366.349121
	Iteration 37Q: 3 clusters Score -662551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -662556.437500 Penalty: 4366.349121
	Iteration 38Q: 3 clusters Score -662556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -662557.812500 Penalty: 4366.349121
	Iteration 39Q: 3 clusters Score -662557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -662557.687500 Penalty: 4366.349121
	Iteration 40F: 3 clusters Score -662557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -450842.468750 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -450842.5 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 2356 members 
Entering Unmasked Estep 
Score: -446478.125000 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -446478.1 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -447636.531250 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -447636.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -448102.218750 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -448102.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -448508.312500 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -448508.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -448960.500000 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -448960.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -449322.468750 Penalty: 4208.703613
	Iteration 5F: 3 clusters Score -449322.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -449567.218750 Penalty: 4208.703613
	Iteration 6F: 3 clusters Score -449567.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449758.062500 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -449758.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -449879.750000 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -449879.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -449976.937500 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -449976.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -450030.593750 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -450030.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -450076.500000 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -450076.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -450112.187500 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -450112.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -450141.093750 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -450141.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -450161.812500 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -450161.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -450193.468750 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -450193.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -450220.281250 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -450220.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -450237.343750 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -450237.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -450245.250000 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -450245.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -450251.000000 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -450251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -450254.062500 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -450254.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -450258.437500 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -450258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -450260.281250 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -450260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -450260.593750 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -450260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -450260.531250 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -450260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -450260.531250 Penalty: 4208.703613
	Iteration 25F: 3 clusters Score -450260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -163972.328125 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -163972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161449.937500 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -161449.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -161883.171875 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -161883.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162022.140625 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -162022.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -162144.578125 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -162144.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -162206.328125 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -162206.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -162251.890625 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -162251.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -162285.906250 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -162285.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -162322.562500 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -162322.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -162344.531250 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -162344.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -162357.468750 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -162357.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -162373.312500 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -162373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -162399.578125 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -162399.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -162422.546875 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -162422.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -162448.859375 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -162448.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -162481.265625 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -162481.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -162505.671875 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -162505.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -162527.296875 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -162527.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -162548.765625 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -162548.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -162571.812500 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -162571.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -162589.187500 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -162589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -162604.093750 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -162604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -162616.656250 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -162616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -162623.812500 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -162623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -162625.468750 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -162625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -162627.187500 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -162627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -162628.812500 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -162628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -162632.562500 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -162632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -162633.609375 Penalty: 3721.358154
	Iteration 27Q: 3 clusters Score -162633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -162635.750000 Penalty: 3721.358154
	Iteration 28Q: 3 clusters Score -162635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -162639.953125 Penalty: 3721.358154
	Iteration 29Q: 3 clusters Score -162640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -162642.593750 Penalty: 3721.358154
	Iteration 30Q: 3 clusters Score -162642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -162644.421875 Penalty: 3721.358154
	Iteration 31Q: 3 clusters Score -162644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162645.703125 Penalty: 3721.358154
	Iteration 32Q: 3 clusters Score -162645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162648.328125 Penalty: 3721.358154
	Iteration 33Q: 3 clusters Score -162648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -162650.187500 Penalty: 3721.358154
	Iteration 34Q: 3 clusters Score -162650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162651.500000 Penalty: 3721.358154
	Iteration 35Q: 3 clusters Score -162651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -162651.921875 Penalty: 3721.358154
	Iteration 36Q: 3 clusters Score -162651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -162652.328125 Penalty: 3721.358154
	Iteration 37Q: 3 clusters Score -162652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -162653.375000 Penalty: 3721.358154
	Iteration 38Q: 3 clusters Score -162653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -162653.375000 Penalty: 3721.358154
	Iteration 39F: 3 clusters Score -162653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Entering Unmasked Estep 
Score: -5812500.000000 Penalty: 2719.509521
	Iteration 0F: 2 clusters Score -5812500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5773664.500000 Penalty: 5439.019043
	Iteration 0F: 3 clusters Score -5773664 nChanged 26884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5789059.500000 Penalty: 5439.019043
	Iteration 1F: 3 clusters Score -5789060 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -5790480.000000 Penalty: 5439.019043
	Iteration 2F: 3 clusters Score -5790480 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -5792842.000000 Penalty: 5439.019043
	Iteration 3F: 3 clusters Score -5792842 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5796662.000000 Penalty: 5439.019043
	Iteration 4F: 3 clusters Score -5796662 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5801183.000000 Penalty: 5439.019043
	Iteration 5F: 3 clusters Score -5801183 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5805021.500000 Penalty: 5439.019043
	Iteration 6F: 3 clusters Score -5805022 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5807070.000000 Penalty: 5439.019043
	Iteration 7F: 3 clusters Score -5807070 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5807925.500000 Penalty: 5439.019043
	Iteration 8Q: 3 clusters Score -5807926 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5808420.500000 Penalty: 5439.019043
	Iteration 9Q: 3 clusters Score -5808420 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5808830.000000 Penalty: 5439.019043
	Iteration 10Q: 3 clusters Score -5808830 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5809184.500000 Penalty: 5439.019043
	Iteration 11Q: 3 clusters Score -5809184 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5809573.000000 Penalty: 5439.019043
	Iteration 12Q: 3 clusters Score -5809573 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -5810029.000000 Penalty: 5439.019043
	Iteration 13Q: 3 clusters Score -5810029 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5810592.000000 Penalty: 5439.019043
	Iteration 14Q: 3 clusters Score -5810592 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -5811087.500000 Penalty: 5439.019043
	Iteration 15Q: 3 clusters Score -5811088 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5811624.000000 Penalty: 5439.019043
	Iteration 16Q: 3 clusters Score -5811624 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -5812228.000000 Penalty: 5439.019043
	Iteration 17Q: 3 clusters Score -5812228 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -5812749.500000 Penalty: 5439.019043
	Iteration 18Q: 3 clusters Score -5812750 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -5812927.000000 Penalty: 5439.019043
	Iteration 19Q: 3 clusters Score -5812927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5812968.500000 Penalty: 5439.019043
	Iteration 20F: 3 clusters Score -5812968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -5812973.500000 Penalty: 5439.019043
	Iteration 21Q: 3 clusters Score -5812974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -5812972.500000 Penalty: 5439.019043
	Iteration 22Q: 3 clusters Score -5812972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -5812973.000000 Penalty: 5439.019043
	Iteration 23Q: 3 clusters Score -5812973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -5812972.500000 Penalty: 5439.019043
	Iteration 24Q: 3 clusters Score -5812972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -5812973.500000 Penalty: 5439.019043
	Iteration 25Q: 3 clusters Score -5812974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -5812973.500000 Penalty: 5439.019043
	Iteration 26F: 3 clusters Score -5812974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 9290 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 8895 members 
Mstep: Class 42 contains 48569 members 
Entering Unmasked Estep 
Score: -58916888.000000 Penalty: 139028.390625
Splitting cluster 22 changes total score from -58916892.000000 to -58916888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -657286.125000 Penalty: 2186.616211
	Iteration 0F: 2 clusters Score -657286.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -651626.375000 Penalty: 4373.232422
	Iteration 0F: 3 clusters Score -651626.4 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -653224.250000 Penalty: 4373.232422
	Iteration 1F: 3 clusters Score -653224.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -653570.062500 Penalty: 4373.232422
	Iteration 2F: 3 clusters Score -653570.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -653815.562500 Penalty: 4373.232422
	Iteration 3F: 3 clusters Score -653815.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -654022.562500 Penalty: 4373.232422
	Iteration 4Q: 3 clusters Score -654022.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -654209.937500 Penalty: 4373.232422
	Iteration 5Q: 3 clusters Score -654209.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -654381.000000 Penalty: 4373.232422
	Iteration 6Q: 3 clusters Score -654381 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -654533.187500 Penalty: 4373.232422
	Iteration 7Q: 3 clusters Score -654533.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -654643.937500 Penalty: 4373.232422
	Iteration 8Q: 3 clusters Score -654643.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -654722.687500 Penalty: 4373.232422
	Iteration 9Q: 3 clusters Score -654722.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -654793.250000 Penalty: 4373.232422
	Iteration 10Q: 3 clusters Score -654793.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -654868.937500 Penalty: 4373.232422
	Iteration 11Q: 3 clusters Score -654868.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -654949.812500 Penalty: 4373.232422
	Iteration 12Q: 3 clusters Score -654949.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -655020.812500 Penalty: 4373.232422
	Iteration 13Q: 3 clusters Score -655020.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -655067.812500 Penalty: 4373.232422
	Iteration 14Q: 3 clusters Score -655067.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -655100.625000 Penalty: 4373.232422
	Iteration 15Q: 3 clusters Score -655100.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -655127.312500 Penalty: 4373.232422
	Iteration 16Q: 3 clusters Score -655127.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -655153.125000 Penalty: 4373.232422
	Iteration 17Q: 3 clusters Score -655153.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -655176.625000 Penalty: 4373.232422
	Iteration 18Q: 3 clusters Score -655176.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -655203.625000 Penalty: 4373.232422
	Iteration 19Q: 3 clusters Score -655203.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -655223.062500 Penalty: 4373.232422
	Iteration 20F: 3 clusters Score -655223.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -655238.187500 Penalty: 4373.232422
	Iteration 21Q: 3 clusters Score -655238.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -655250.562500 Penalty: 4373.232422
	Iteration 22Q: 3 clusters Score -655250.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -655262.937500 Penalty: 4373.232422
	Iteration 23Q: 3 clusters Score -655262.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -655273.375000 Penalty: 4373.232422
	Iteration 24Q: 3 clusters Score -655273.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -655280.125000 Penalty: 4373.232422
	Iteration 25Q: 3 clusters Score -655280.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -655285.625000 Penalty: 4373.232422
	Iteration 26Q: 3 clusters Score -655285.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -655291.062500 Penalty: 4373.232422
	Iteration 27Q: 3 clusters Score -655291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -655297.500000 Penalty: 4373.232422
	Iteration 28Q: 3 clusters Score -655297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -655300.250000 Penalty: 4373.232422
	Iteration 29Q: 3 clusters Score -655300.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -655303.000000 Penalty: 4373.232422
	Iteration 30Q: 3 clusters Score -655303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -655307.187500 Penalty: 4373.232422
	Iteration 31Q: 3 clusters Score -655307.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -655312.062500 Penalty: 4373.232422
	Iteration 32Q: 3 clusters Score -655312.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -655317.687500 Penalty: 4373.232422
	Iteration 33Q: 3 clusters Score -655317.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -655322.375000 Penalty: 4373.232422
	Iteration 34Q: 3 clusters Score -655322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -655328.250000 Penalty: 4373.232422
	Iteration 35Q: 3 clusters Score -655328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -655330.937500 Penalty: 4373.232422
	Iteration 36Q: 3 clusters Score -655330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -655336.125000 Penalty: 4373.232422
	Iteration 37Q: 3 clusters Score -655336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -655336.562500 Penalty: 4373.232422
	Iteration 38Q: 3 clusters Score -655336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -655338.750000 Penalty: 4373.232422
	Iteration 39Q: 3 clusters Score -655338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -655339.875000 Penalty: 4373.232422
	Iteration 40F: 3 clusters Score -655339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -655339.000000 Penalty: 4373.232422
	Iteration 41Q: 3 clusters Score -655339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -655343.625000 Penalty: 4373.232422
	Iteration 42Q: 3 clusters Score -655343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -655343.812500 Penalty: 4373.232422
	Iteration 43Q: 3 clusters Score -655343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -655345.562500 Penalty: 4373.232422
	Iteration 44Q: 3 clusters Score -655345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -655345.250000 Penalty: 4373.232422
	Iteration 45Q: 3 clusters Score -655345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -655345.937500 Penalty: 4373.232422
	Iteration 46Q: 3 clusters Score -655345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -655346.562500 Penalty: 4373.232422
	Iteration 47Q: 3 clusters Score -655346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -655348.437500 Penalty: 4373.232422
	Iteration 48Q: 3 clusters Score -655348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -655348.687500 Penalty: 4373.232422
	Iteration 49Q: 3 clusters Score -655348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -655348.687500 Penalty: 4373.232422
	Iteration 50F: 3 clusters Score -655348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -111460.406250 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -111460.4 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 680 members 
Entering Unmasked Estep 
Score: -109320.687500 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -109320.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109789.710938 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -109789.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -110094.820312 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -110094.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -110357.250000 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -110357.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -110582.859375 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -110582.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -110766.945312 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -110766.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -110877.828125 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -110877.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -110940.882812 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -110940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110979.593750 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -110979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -111006.320312 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -111006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -111029.210938 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -111029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -111049.906250 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -111049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -111069.218750 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -111069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -111102.773438 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -111102.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -111125.703125 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -111125.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -111145.273438 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -111145.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -111153.609375 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -111153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -111159.109375 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -111159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -111163.289062 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -111163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -111164.742188 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -111164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111173.570312 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -111173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -111211.484375 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -111211.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111254.523438 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -111254.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111284.281250 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -111284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -111312.796875 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -111312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -111328.648438 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -111328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -111340.570312 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -111340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -111355.429688 Penalty: 3572.889160
	Iteration 27Q: 3 clusters Score -111355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -111365.273438 Penalty: 3572.889160
	Iteration 28Q: 3 clusters Score -111365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -111374.843750 Penalty: 3572.889160
	Iteration 29Q: 3 clusters Score -111374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111379.984375 Penalty: 3572.889160
	Iteration 30Q: 3 clusters Score -111380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -111383.617188 Penalty: 3572.889160
	Iteration 31Q: 3 clusters Score -111383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111384.265625 Penalty: 3572.889160
	Iteration 32Q: 3 clusters Score -111384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111385.078125 Penalty: 3572.889160
	Iteration 33Q: 3 clusters Score -111385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111386.562500 Penalty: 3572.889160
	Iteration 34Q: 3 clusters Score -111386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111386.562500 Penalty: 3572.889160
	Iteration 35F: 3 clusters Score -111386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -625297.187500 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -625297.2 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 3417 members 
Entering Unmasked Estep 
Score: -619484.312500 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -619484.3 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -621182.062500 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -621182.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -621599.125000 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -621599.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -621967.750000 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -621967.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -622262.000000 Penalty: 4387.862305
	Iteration 4F: 3 clusters Score -622262 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -622532.187500 Penalty: 4387.862305
	Iteration 5F: 3 clusters Score -622532.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -622846.437500 Penalty: 4387.862305
	Iteration 6Q: 3 clusters Score -622846.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -623198.187500 Penalty: 4387.862305
	Iteration 7F: 3 clusters Score -623198.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -623522.500000 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -623522.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -623817.250000 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -623817.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -624082.375000 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -624082.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -624246.000000 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -624246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -624373.125000 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -624373.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -624470.062500 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -624470.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -624545.625000 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -624545.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -624608.500000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -624608.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -624665.812500 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -624665.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -624704.812500 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -624704.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -624740.187500 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -624740.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -624772.875000 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -624772.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -624801.437500 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -624801.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -624827.187500 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -624827.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -624846.500000 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -624846.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -624857.937500 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -624857.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -624867.125000 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -624867.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -624872.312500 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -624872.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -624878.375000 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -624878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -624879.187500 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -624879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -624883.562500 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -624883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -624883.875000 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -624883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -624883.625000 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -624883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -624884.625000 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -624884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -624884.625000 Penalty: 4387.862305
	Iteration 32F: 3 clusters Score -624884.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Entering Unmasked Estep 
Score: -1015305.750000 Penalty: 2311.604736
	Iteration 0F: 2 clusters Score -1015306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1006875.375000 Penalty: 4623.209473
	Iteration 0F: 3 clusters Score -1006875 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1009426.875000 Penalty: 4623.209473
	Iteration 1F: 3 clusters Score -1009427 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1009860.562500 Penalty: 4623.209473
	Iteration 2F: 3 clusters Score -1009861 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1010231.312500 Penalty: 4623.209473
	Iteration 3F: 3 clusters Score -1010231 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1010611.562500 Penalty: 4623.209473
	Iteration 4F: 3 clusters Score -1010612 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1010985.000000 Penalty: 4623.209473
	Iteration 5F: 3 clusters Score -1010985 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1011364.375000 Penalty: 4623.209473
	Iteration 6F: 3 clusters Score -1011364 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1011765.875000 Penalty: 4623.209473
	Iteration 7Q: 3 clusters Score -1011766 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1012182.125000 Penalty: 4623.209473
	Iteration 8Q: 3 clusters Score -1012182 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1012566.750000 Penalty: 4623.209473
	Iteration 9Q: 3 clusters Score -1012567 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1012855.187500 Penalty: 4623.209473
	Iteration 10Q: 3 clusters Score -1012855 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1013080.562500 Penalty: 4623.209473
	Iteration 11Q: 3 clusters Score -1013081 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1013263.375000 Penalty: 4623.209473
	Iteration 12Q: 3 clusters Score -1013263 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1013411.687500 Penalty: 4623.209473
	Iteration 13Q: 3 clusters Score -1013412 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1013520.437500 Penalty: 4623.209473
	Iteration 14Q: 3 clusters Score -1013520 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1013613.625000 Penalty: 4623.209473
	Iteration 15Q: 3 clusters Score -1013614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1013697.562500 Penalty: 4623.209473
	Iteration 16Q: 3 clusters Score -1013698 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1013772.625000 Penalty: 4623.209473
	Iteration 17Q: 3 clusters Score -1013773 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1013834.000000 Penalty: 4623.209473
	Iteration 18Q: 3 clusters Score -1013834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1013878.937500 Penalty: 4623.209473
	Iteration 19Q: 3 clusters Score -1013879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1013918.750000 Penalty: 4623.209473
	Iteration 20F: 3 clusters Score -1013919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1013957.625000 Penalty: 4623.209473
	Iteration 21Q: 3 clusters Score -1013958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1013995.000000 Penalty: 4623.209473
	Iteration 22Q: 3 clusters Score -1013995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1014026.812500 Penalty: 4623.209473
	Iteration 23Q: 3 clusters Score -1014027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1014054.125000 Penalty: 4623.209473
	Iteration 24Q: 3 clusters Score -1014054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1014070.000000 Penalty: 4623.209473
	Iteration 25Q: 3 clusters Score -1014070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1014079.875000 Penalty: 4623.209473
	Iteration 26Q: 3 clusters Score -1014080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1014089.812500 Penalty: 4623.209473
	Iteration 27Q: 3 clusters Score -1014090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1014102.625000 Penalty: 4623.209473
	Iteration 28Q: 3 clusters Score -1014103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1014116.500000 Penalty: 4623.209473
	Iteration 29Q: 3 clusters Score -1014116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1014129.750000 Penalty: 4623.209473
	Iteration 30Q: 3 clusters Score -1014130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1014138.625000 Penalty: 4623.209473
	Iteration 31Q: 3 clusters Score -1014139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1014148.500000 Penalty: 4623.209473
	Iteration 32Q: 3 clusters Score -1014148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1014157.750000 Penalty: 4623.209473
	Iteration 33Q: 3 clusters Score -1014158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1014170.875000 Penalty: 4623.209473
	Iteration 34Q: 3 clusters Score -1014171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1014178.187500 Penalty: 4623.209473
	Iteration 35Q: 3 clusters Score -1014178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1014184.687500 Penalty: 4623.209473
	Iteration 36Q: 3 clusters Score -1014185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1014187.750000 Penalty: 4623.209473
	Iteration 37Q: 3 clusters Score -1014188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1014192.250000 Penalty: 4623.209473
	Iteration 38Q: 3 clusters Score -1014192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1014195.312500 Penalty: 4623.209473
	Iteration 39Q: 3 clusters Score -1014195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1014200.500000 Penalty: 4623.209473
	Iteration 40F: 3 clusters Score -1014200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1014202.562500 Penalty: 4623.209473
	Iteration 41Q: 3 clusters Score -1014203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1014202.375000 Penalty: 4623.209473
	Iteration 42Q: 3 clusters Score -1014202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1014208.312500 Penalty: 4623.209473
	Iteration 43Q: 3 clusters Score -1014208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1014209.375000 Penalty: 4623.209473
	Iteration 44Q: 3 clusters Score -1014209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1014210.250000 Penalty: 4623.209473
	Iteration 45Q: 3 clusters Score -1014210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1014211.250000 Penalty: 4623.209473
	Iteration 46Q: 3 clusters Score -1014211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1014215.125000 Penalty: 4623.209473
	Iteration 47Q: 3 clusters Score -1014215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1014215.937500 Penalty: 4623.209473
	Iteration 48Q: 3 clusters Score -1014216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1014216.250000 Penalty: 4623.209473
	Iteration 49Q: 3 clusters Score -1014216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1014218.062500 Penalty: 4623.209473
	Iteration 50Q: 3 clusters Score -1014218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1014218.062500 Penalty: 4623.209473
	Iteration 51F: 3 clusters Score -1014218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Entering Unmasked Estep 
Score: -1002511.125000 Penalty: 2280.768311
	Iteration 0F: 2 clusters Score -1002511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -994884.187500 Penalty: 4561.536621
	Iteration 0F: 3 clusters Score -994884.2 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -997171.062500 Penalty: 4561.536621
	Iteration 1F: 3 clusters Score -997171.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -997471.812500 Penalty: 4561.536621
	Iteration 2F: 3 clusters Score -997471.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -997648.062500 Penalty: 4561.536621
	Iteration 3Q: 3 clusters Score -997648.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -997778.062500 Penalty: 4561.536621
	Iteration 4Q: 3 clusters Score -997778.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -997910.875000 Penalty: 4561.536621
	Iteration 5Q: 3 clusters Score -997910.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -998063.312500 Penalty: 4561.536621
	Iteration 6Q: 3 clusters Score -998063.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -998236.437500 Penalty: 4561.536621
	Iteration 7Q: 3 clusters Score -998236.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -998459.687500 Penalty: 4561.536621
	Iteration 8Q: 3 clusters Score -998459.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -998754.312500 Penalty: 4561.536621
	Iteration 9Q: 3 clusters Score -998754.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -999086.937500 Penalty: 4561.536621
	Iteration 10Q: 3 clusters Score -999086.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -999402.062500 Penalty: 4561.536621
	Iteration 11Q: 3 clusters Score -999402.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -999683.812500 Penalty: 4561.536621
	Iteration 12Q: 3 clusters Score -999683.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -999942.250000 Penalty: 4561.536621
	Iteration 13Q: 3 clusters Score -999942.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1000131.687500 Penalty: 4561.536621
	Iteration 14Q: 3 clusters Score -1000132 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1000284.812500 Penalty: 4561.536621
	Iteration 15Q: 3 clusters Score -1000285 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1000398.875000 Penalty: 4561.536621
	Iteration 16Q: 3 clusters Score -1000399 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1000481.500000 Penalty: 4561.536621
	Iteration 17Q: 3 clusters Score -1000482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1000557.125000 Penalty: 4561.536621
	Iteration 18Q: 3 clusters Score -1000557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1000600.687500 Penalty: 4561.536621
	Iteration 19Q: 3 clusters Score -1000601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1000635.000000 Penalty: 4561.536621
	Iteration 20F: 3 clusters Score -1000635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1000653.875000 Penalty: 4561.536621
	Iteration 21Q: 3 clusters Score -1000654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1000671.875000 Penalty: 4561.536621
	Iteration 22Q: 3 clusters Score -1000672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1000687.125000 Penalty: 4561.536621
	Iteration 23Q: 3 clusters Score -1000687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1000703.812500 Penalty: 4561.536621
	Iteration 24Q: 3 clusters Score -1000704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1000716.562500 Penalty: 4561.536621
	Iteration 25Q: 3 clusters Score -1000717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1000724.062500 Penalty: 4561.536621
	Iteration 26Q: 3 clusters Score -1000724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1000728.500000 Penalty: 4561.536621
	Iteration 27Q: 3 clusters Score -1000728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1000733.000000 Penalty: 4561.536621
	Iteration 28Q: 3 clusters Score -1000733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1000736.250000 Penalty: 4561.536621
	Iteration 29Q: 3 clusters Score -1000736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1000736.812500 Penalty: 4561.536621
	Iteration 30Q: 3 clusters Score -1000737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1000738.250000 Penalty: 4561.536621
	Iteration 31Q: 3 clusters Score -1000738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1000738.750000 Penalty: 4561.536621
	Iteration 32Q: 3 clusters Score -1000739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1000738.750000 Penalty: 4561.536621
	Iteration 33F: 3 clusters Score -1000739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Entering Unmasked Estep 
Score: -1736269.250000 Penalty: 2424.812744
	Iteration 0F: 2 clusters Score -1736269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1723785.000000 Penalty: 4849.625488
	Iteration 0F: 3 clusters Score -1723785 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1727838.375000 Penalty: 4849.625488
	Iteration 1F: 3 clusters Score -1727838 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1728267.500000 Penalty: 4849.625488
	Iteration 2F: 3 clusters Score -1728268 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1728635.125000 Penalty: 4849.625488
	Iteration 3F: 3 clusters Score -1728635 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1728996.000000 Penalty: 4849.625488
	Iteration 4Q: 3 clusters Score -1728996 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1729356.875000 Penalty: 4849.625488
	Iteration 5Q: 3 clusters Score -1729357 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1729815.125000 Penalty: 4849.625488
	Iteration 6Q: 3 clusters Score -1729815 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1730276.375000 Penalty: 4849.625488
	Iteration 7Q: 3 clusters Score -1730276 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1730771.750000 Penalty: 4849.625488
	Iteration 8Q: 3 clusters Score -1730772 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1731306.125000 Penalty: 4849.625488
	Iteration 9F: 3 clusters Score -1731306 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1731763.000000 Penalty: 4849.625488
	Iteration 10Q: 3 clusters Score -1731763 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1732231.375000 Penalty: 4849.625488
	Iteration 11Q: 3 clusters Score -1732231 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1732684.250000 Penalty: 4849.625488
	Iteration 12Q: 3 clusters Score -1732684 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1733075.000000 Penalty: 4849.625488
	Iteration 13Q: 3 clusters Score -1733075 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1733375.875000 Penalty: 4849.625488
	Iteration 14Q: 3 clusters Score -1733376 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1733563.250000 Penalty: 4849.625488
	Iteration 15Q: 3 clusters Score -1733563 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1733719.000000 Penalty: 4849.625488
	Iteration 16Q: 3 clusters Score -1733719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1733832.875000 Penalty: 4849.625488
	Iteration 17Q: 3 clusters Score -1733833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1733926.125000 Penalty: 4849.625488
	Iteration 18Q: 3 clusters Score -1733926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1733990.250000 Penalty: 4849.625488
	Iteration 19Q: 3 clusters Score -1733990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1734034.875000 Penalty: 4849.625488
	Iteration 20F: 3 clusters Score -1734035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1734064.625000 Penalty: 4849.625488
	Iteration 21Q: 3 clusters Score -1734065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1734089.000000 Penalty: 4849.625488
	Iteration 22Q: 3 clusters Score -1734089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1734102.500000 Penalty: 4849.625488
	Iteration 23Q: 3 clusters Score -1734102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1734113.375000 Penalty: 4849.625488
	Iteration 24Q: 3 clusters Score -1734113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1734124.125000 Penalty: 4849.625488
	Iteration 25Q: 3 clusters Score -1734124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1734135.250000 Penalty: 4849.625488
	Iteration 26Q: 3 clusters Score -1734135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1734145.125000 Penalty: 4849.625488
	Iteration 27Q: 3 clusters Score -1734145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1734153.625000 Penalty: 4849.625488
	Iteration 28Q: 3 clusters Score -1734154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1734157.000000 Penalty: 4849.625488
	Iteration 29Q: 3 clusters Score -1734157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1734162.250000 Penalty: 4849.625488
	Iteration 30Q: 3 clusters Score -1734162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1734164.375000 Penalty: 4849.625488
	Iteration 31Q: 3 clusters Score -1734164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1734171.875000 Penalty: 4849.625488
	Iteration 32Q: 3 clusters Score -1734172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1734178.625000 Penalty: 4849.625488
	Iteration 33Q: 3 clusters Score -1734179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1734179.750000 Penalty: 4849.625488
	Iteration 34Q: 3 clusters Score -1734180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1734183.125000 Penalty: 4849.625488
	Iteration 35Q: 3 clusters Score -1734183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1734186.625000 Penalty: 4849.625488
	Iteration 36Q: 3 clusters Score -1734187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1734188.500000 Penalty: 4849.625488
	Iteration 37Q: 3 clusters Score -1734188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1734188.875000 Penalty: 4849.625488
	Iteration 38Q: 3 clusters Score -1734189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1734192.000000 Penalty: 4849.625488
	Iteration 39Q: 3 clusters Score -1734192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1734193.125000 Penalty: 4849.625488
	Iteration 40F: 3 clusters Score -1734193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1734193.500000 Penalty: 4849.625488
	Iteration 41Q: 3 clusters Score -1734194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1734195.625000 Penalty: 4849.625488
	Iteration 42Q: 3 clusters Score -1734196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1734194.375000 Penalty: 4849.625488
	Iteration 43Q: 3 clusters Score -1734194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1734194.375000 Penalty: 4849.625488
	Iteration 44F: 3 clusters Score -1734194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -613874.812500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -613874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -608652.937500 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -608652.9 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -610022.437500 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -610022.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -610290.312500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -610290.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -610474.375000 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -610474.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -610642.062500 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -610642.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -610779.125000 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -610779.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -610921.687500 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -610921.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -611058.875000 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -611058.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -611176.750000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -611176.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -611268.625000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -611268.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -611360.062500 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -611360.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -611427.062500 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -611427.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -611478.312500 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -611478.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -611518.750000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -611518.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -611566.562500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -611566.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -611603.625000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -611603.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -611638.375000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -611638.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -611668.875000 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -611668.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -611698.187500 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -611698.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -611727.375000 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -611727.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -611751.625000 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -611751.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -611770.125000 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -611770.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -611781.687500 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -611781.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -611794.000000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -611794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -611803.750000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -611803.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -611821.375000 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -611821.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -611841.250000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -611841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -611854.125000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -611854.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -611868.812500 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -611868.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -611881.062500 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -611881.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -611890.875000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -611890.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -611898.625000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -611898.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -611906.125000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -611906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -611914.062500 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -611914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -611921.062500 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -611921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -611927.875000 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -611927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -611932.250000 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -611932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -611938.437500 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -611938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -611939.875000 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -611939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -611941.312500 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -611941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -611942.187500 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -611942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -611942.500000 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -611942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611941.937500 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -611941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611941.937500 Penalty: 4324.051758
	Iteration 43F: 3 clusters Score -611941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Entering Unmasked Estep 
Score: -6026767.000000 Penalty: 2727.721680
	Iteration 0F: 2 clusters Score -6026767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5986609.000000 Penalty: 5455.443359
	Iteration 0F: 3 clusters Score -5986609 nChanged 27854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -6002688.000000 Penalty: 5455.443359
	Iteration 1F: 3 clusters Score -6002688 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -6003623.000000 Penalty: 5455.443359
	Iteration 2Q: 3 clusters Score -6003623 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -6004736.000000 Penalty: 5455.443359
	Iteration 3Q: 3 clusters Score -6004736 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6006036.000000 Penalty: 5455.443359
	Iteration 4Q: 3 clusters Score -6006036 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -6007732.500000 Penalty: 5455.443359
	Iteration 5F: 3 clusters Score -6007732 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -6009852.000000 Penalty: 5455.443359
	Iteration 6F: 3 clusters Score -6009852 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6012459.500000 Penalty: 5455.443359
	Iteration 7F: 3 clusters Score -6012460 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -6015397.500000 Penalty: 5455.443359
	Iteration 8F: 3 clusters Score -6015398 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -6018227.000000 Penalty: 5455.443359
	Iteration 9F: 3 clusters Score -6018227 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -6020470.500000 Penalty: 5455.443359
	Iteration 10Q: 3 clusters Score -6020470 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -6021770.000000 Penalty: 5455.443359
	Iteration 11Q: 3 clusters Score -6021770 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -6022583.500000 Penalty: 5455.443359
	Iteration 12Q: 3 clusters Score -6022584 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -6023136.000000 Penalty: 5455.443359
	Iteration 13Q: 3 clusters Score -6023136 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -6023513.000000 Penalty: 5455.443359
	Iteration 14Q: 3 clusters Score -6023513 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -6023766.000000 Penalty: 5455.443359
	Iteration 15Q: 3 clusters Score -6023766 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6023950.500000 Penalty: 5455.443359
	Iteration 16Q: 3 clusters Score -6023950 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6024104.000000 Penalty: 5455.443359
	Iteration 17Q: 3 clusters Score -6024104 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6024220.000000 Penalty: 5455.443359
	Iteration 18Q: 3 clusters Score -6024220 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -6024283.000000 Penalty: 5455.443359
	Iteration 19Q: 3 clusters Score -6024283 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -6024365.500000 Penalty: 5455.443359
	Iteration 20F: 3 clusters Score -6024366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -6024414.000000 Penalty: 5455.443359
	Iteration 21Q: 3 clusters Score -6024414 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -6024473.500000 Penalty: 5455.443359
	Iteration 22Q: 3 clusters Score -6024474 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6024483.500000 Penalty: 5455.443359
	Iteration 23Q: 3 clusters Score -6024484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -6024513.000000 Penalty: 5455.443359
	Iteration 24Q: 3 clusters Score -6024513 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -6024541.000000 Penalty: 5455.443359
	Iteration 25Q: 3 clusters Score -6024541 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6024549.500000 Penalty: 5455.443359
	Iteration 26Q: 3 clusters Score -6024550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6024555.500000 Penalty: 5455.443359
	Iteration 27Q: 3 clusters Score -6024556 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6024585.500000 Penalty: 5455.443359
	Iteration 28Q: 3 clusters Score -6024586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6024594.500000 Penalty: 5455.443359
	Iteration 29Q: 3 clusters Score -6024594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6024609.500000 Penalty: 5455.443359
	Iteration 30Q: 3 clusters Score -6024610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6024633.500000 Penalty: 5455.443359
	Iteration 31Q: 3 clusters Score -6024634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6024640.500000 Penalty: 5455.443359
	Iteration 32Q: 3 clusters Score -6024640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6024655.500000 Penalty: 5455.443359
	Iteration 33Q: 3 clusters Score -6024656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -6024673.500000 Penalty: 5455.443359
	Iteration 34Q: 3 clusters Score -6024674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6024686.500000 Penalty: 5455.443359
	Iteration 35Q: 3 clusters Score -6024686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6024686.500000 Penalty: 5455.443359
	Iteration 36Q: 3 clusters Score -6024686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6024697.500000 Penalty: 5455.443359
	Iteration 37Q: 3 clusters Score -6024698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6024706.000000 Penalty: 5455.443359
	Iteration 38Q: 3 clusters Score -6024706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6024707.500000 Penalty: 5455.443359
	Iteration 39Q: 3 clusters Score -6024708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6024725.000000 Penalty: 5455.443359
	Iteration 40F: 3 clusters Score -6024725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6024734.500000 Penalty: 5455.443359
	Iteration 41Q: 3 clusters Score -6024734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6024748.500000 Penalty: 5455.443359
	Iteration 42Q: 3 clusters Score -6024748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6024754.500000 Penalty: 5455.443359
	Iteration 43Q: 3 clusters Score -6024754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6024770.500000 Penalty: 5455.443359
	Iteration 44Q: 3 clusters Score -6024770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -6024780.000000 Penalty: 5455.443359
	Iteration 45Q: 3 clusters Score -6024780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6024782.000000 Penalty: 5455.443359
	Iteration 46Q: 3 clusters Score -6024782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6024791.500000 Penalty: 5455.443359
	Iteration 47Q: 3 clusters Score -6024792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6024804.000000 Penalty: 5455.443359
	Iteration 48Q: 3 clusters Score -6024804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6024800.500000 Penalty: 5455.443359
	Iteration 49Q: 3 clusters Score -6024800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6024819.500000 Penalty: 5455.443359
	Iteration 50Q: 3 clusters Score -6024820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -6024833.000000 Penalty: 5455.443359
	Iteration 51Q: 3 clusters Score -6024833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6024833.000000 Penalty: 5455.443359
	Iteration 52Q: 3 clusters Score -6024833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6024832.000000 Penalty: 5455.443359
	Iteration 53Q: 3 clusters Score -6024832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6024857.000000 Penalty: 5455.443359
	Iteration 54Q: 3 clusters Score -6024857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6024863.000000 Penalty: 5455.443359
	Iteration 55Q: 3 clusters Score -6024863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6024860.000000 Penalty: 5455.443359
	Iteration 56Q: 3 clusters Score -6024860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6024886.500000 Penalty: 5455.443359
	Iteration 57Q: 3 clusters Score -6024886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6024892.000000 Penalty: 5455.443359
	Iteration 58Q: 3 clusters Score -6024892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6024881.500000 Penalty: 5455.443359
	Iteration 59Q: 3 clusters Score -6024882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6024875.000000 Penalty: 5455.443359
	Iteration 60F: 3 clusters Score -6024875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6024879.500000 Penalty: 5455.443359
	Iteration 61Q: 3 clusters Score -6024880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6024900.000000 Penalty: 5455.443359
	Iteration 62Q: 3 clusters Score -6024900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6024901.000000 Penalty: 5455.443359
	Iteration 63Q: 3 clusters Score -6024901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6024903.500000 Penalty: 5455.443359
	Iteration 64Q: 3 clusters Score -6024904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6024898.000000 Penalty: 5455.443359
	Iteration 65Q: 3 clusters Score -6024898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6024911.000000 Penalty: 5455.443359
	Iteration 66Q: 3 clusters Score -6024911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6024916.000000 Penalty: 5455.443359
	Iteration 67Q: 3 clusters Score -6024916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6024914.500000 Penalty: 5455.443359
	Iteration 68Q: 3 clusters Score -6024914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -6024915.500000 Penalty: 5455.443359
	Iteration 69Q: 3 clusters Score -6024916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6024918.500000 Penalty: 5455.443359
	Iteration 70Q: 3 clusters Score -6024918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6024919.500000 Penalty: 5455.443359
	Iteration 71Q: 3 clusters Score -6024920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6024923.500000 Penalty: 5455.443359
	Iteration 72Q: 3 clusters Score -6024924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6024926.000000 Penalty: 5455.443359
	Iteration 73Q: 3 clusters Score -6024926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6024929.500000 Penalty: 5455.443359
	Iteration 74Q: 3 clusters Score -6024930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6024932.500000 Penalty: 5455.443359
	Iteration 75Q: 3 clusters Score -6024932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6024933.500000 Penalty: 5455.443359
	Iteration 76Q: 3 clusters Score -6024934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6024930.000000 Penalty: 5455.443359
	Iteration 77Q: 3 clusters Score -6024930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6024930.000000 Penalty: 5455.443359
	Iteration 78Q: 3 clusters Score -6024930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6024930.000000 Penalty: 5455.443359
	Iteration 79F: 3 clusters Score -6024930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Entering Unmasked Estep 
Score: -4396243.500000 Penalty: 2657.417969
	Iteration 0F: 2 clusters Score -4396244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4365920.500000 Penalty: 5314.835938
	Iteration 0F: 3 clusters Score -4365920 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -4377783.000000 Penalty: 5314.835938
	Iteration 1F: 3 clusters Score -4377783 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4379061.000000 Penalty: 5314.835938
	Iteration 2F: 3 clusters Score -4379061 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4380877.500000 Penalty: 5314.835938
	Iteration 3F: 3 clusters Score -4380878 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4383460.500000 Penalty: 5314.835938
	Iteration 4F: 3 clusters Score -4383460 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4386621.500000 Penalty: 5314.835938
	Iteration 5F: 3 clusters Score -4386622 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4389475.500000 Penalty: 5314.835938
	Iteration 6F: 3 clusters Score -4389476 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4391474.500000 Penalty: 5314.835938
	Iteration 7F: 3 clusters Score -4391474 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4392611.000000 Penalty: 5314.835938
	Iteration 8Q: 3 clusters Score -4392611 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4393251.000000 Penalty: 5314.835938
	Iteration 9Q: 3 clusters Score -4393251 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4393647.500000 Penalty: 5314.835938
	Iteration 10Q: 3 clusters Score -4393648 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4393969.000000 Penalty: 5314.835938
	Iteration 11Q: 3 clusters Score -4393969 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4394243.500000 Penalty: 5314.835938
	Iteration 12Q: 3 clusters Score -4394244 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4394455.500000 Penalty: 5314.835938
	Iteration 13Q: 3 clusters Score -4394456 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4394618.000000 Penalty: 5314.835938
	Iteration 14Q: 3 clusters Score -4394618 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4394726.000000 Penalty: 5314.835938
	Iteration 15Q: 3 clusters Score -4394726 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4394849.000000 Penalty: 5314.835938
	Iteration 16Q: 3 clusters Score -4394849 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4395007.000000 Penalty: 5314.835938
	Iteration 17Q: 3 clusters Score -4395007 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4395126.500000 Penalty: 5314.835938
	Iteration 18Q: 3 clusters Score -4395126 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4395248.000000 Penalty: 5314.835938
	Iteration 19Q: 3 clusters Score -4395248 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4395356.500000 Penalty: 5314.835938
	Iteration 20F: 3 clusters Score -4395356 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4395411.500000 Penalty: 5314.835938
	Iteration 21Q: 3 clusters Score -4395412 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -4395480.500000 Penalty: 5314.835938
	Iteration 22Q: 3 clusters Score -4395480 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4395541.000000 Penalty: 5314.835938
	Iteration 23Q: 3 clusters Score -4395541 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4395593.500000 Penalty: 5314.835938
	Iteration 24Q: 3 clusters Score -4395594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -4395666.000000 Penalty: 5314.835938
	Iteration 25Q: 3 clusters Score -4395666 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4395727.000000 Penalty: 5314.835938
	Iteration 26Q: 3 clusters Score -4395727 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4395777.500000 Penalty: 5314.835938
	Iteration 27Q: 3 clusters Score -4395778 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4395833.000000 Penalty: 5314.835938
	Iteration 28Q: 3 clusters Score -4395833 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4395881.500000 Penalty: 5314.835938
	Iteration 29Q: 3 clusters Score -4395882 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4395891.500000 Penalty: 5314.835938
	Iteration 30Q: 3 clusters Score -4395892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4395941.000000 Penalty: 5314.835938
	Iteration 31Q: 3 clusters Score -4395941 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -4395964.500000 Penalty: 5314.835938
	Iteration 32Q: 3 clusters Score -4395964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4395986.500000 Penalty: 5314.835938
	Iteration 33Q: 3 clusters Score -4395986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4396010.000000 Penalty: 5314.835938
	Iteration 34Q: 3 clusters Score -4396010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4396017.000000 Penalty: 5314.835938
	Iteration 35Q: 3 clusters Score -4396017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4396035.500000 Penalty: 5314.835938
	Iteration 36Q: 3 clusters Score -4396036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4396064.000000 Penalty: 5314.835938
	Iteration 37Q: 3 clusters Score -4396064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4396065.500000 Penalty: 5314.835938
	Iteration 38Q: 3 clusters Score -4396066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4396090.000000 Penalty: 5314.835938
	Iteration 39Q: 3 clusters Score -4396090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4396094.000000 Penalty: 5314.835938
	Iteration 40F: 3 clusters Score -4396094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4396103.500000 Penalty: 5314.835938
	Iteration 41Q: 3 clusters Score -4396104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4396131.500000 Penalty: 5314.835938
	Iteration 42Q: 3 clusters Score -4396132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4396140.500000 Penalty: 5314.835938
	Iteration 43Q: 3 clusters Score -4396140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4396138.000000 Penalty: 5314.835938
	Iteration 44Q: 3 clusters Score -4396138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4396151.500000 Penalty: 5314.835938
	Iteration 45Q: 3 clusters Score -4396152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4396161.500000 Penalty: 5314.835938
	Iteration 46Q: 3 clusters Score -4396162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4396175.500000 Penalty: 5314.835938
	Iteration 47Q: 3 clusters Score -4396176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4396173.000000 Penalty: 5314.835938
	Iteration 48Q: 3 clusters Score -4396173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4396172.000000 Penalty: 5314.835938
	Iteration 49Q: 3 clusters Score -4396172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4396169.500000 Penalty: 5314.835938
	Iteration 50Q: 3 clusters Score -4396170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4396178.000000 Penalty: 5314.835938
	Iteration 51Q: 3 clusters Score -4396178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4396173.000000 Penalty: 5314.835938
	Iteration 52Q: 3 clusters Score -4396173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4396175.500000 Penalty: 5314.835938
	Iteration 53Q: 3 clusters Score -4396176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4396165.500000 Penalty: 5314.835938
	Iteration 54Q: 3 clusters Score -4396166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -4396162.500000 Penalty: 5314.835938
	Iteration 55Q: 3 clusters Score -4396162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4396164.500000 Penalty: 5314.835938
	Iteration 56Q: 3 clusters Score -4396164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4396167.000000 Penalty: 5314.835938
	Iteration 57Q: 3 clusters Score -4396167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4396162.500000 Penalty: 5314.835938
	Iteration 58Q: 3 clusters Score -4396162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4396168.500000 Penalty: 5314.835938
	Iteration 59Q: 3 clusters Score -4396168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4396175.500000 Penalty: 5314.835938
	Iteration 60F: 3 clusters Score -4396176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4396176.000000 Penalty: 5314.835938
	Iteration 61Q: 3 clusters Score -4396176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4396163.500000 Penalty: 5314.835938
	Iteration 62Q: 3 clusters Score -4396164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4396160.000000 Penalty: 5314.835938
	Iteration 63Q: 3 clusters Score -4396160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4396164.500000 Penalty: 5314.835938
	Iteration 64Q: 3 clusters Score -4396164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4396170.000000 Penalty: 5314.835938
	Iteration 65Q: 3 clusters Score -4396170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4396171.000000 Penalty: 5314.835938
	Iteration 66Q: 3 clusters Score -4396171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4396169.000000 Penalty: 5314.835938
	Iteration 67Q: 3 clusters Score -4396169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4396167.000000 Penalty: 5314.835938
	Iteration 68Q: 3 clusters Score -4396167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4396171.000000 Penalty: 5314.835938
	Iteration 69Q: 3 clusters Score -4396171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4396171.000000 Penalty: 5314.835938
	Iteration 70Q: 3 clusters Score -4396171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4396167.000000 Penalty: 5314.835938
	Iteration 71Q: 3 clusters Score -4396167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4396173.500000 Penalty: 5314.835938
	Iteration 72Q: 3 clusters Score -4396174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4396171.500000 Penalty: 5314.835938
	Iteration 73Q: 3 clusters Score -4396172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4396167.500000 Penalty: 5314.835938
	Iteration 74Q: 3 clusters Score -4396168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4396168.500000 Penalty: 5314.835938
	Iteration 75Q: 3 clusters Score -4396168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4396172.500000 Penalty: 5314.835938
	Iteration 76Q: 3 clusters Score -4396172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4396170.500000 Penalty: 5314.835938
	Iteration 77Q: 3 clusters Score -4396170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4396174.500000 Penalty: 5314.835938
	Iteration 78Q: 3 clusters Score -4396174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4396177.000000 Penalty: 5314.835938
	Iteration 79Q: 3 clusters Score -4396177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4396181.000000 Penalty: 5314.835938
	Iteration 80F: 3 clusters Score -4396181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4396181.000000 Penalty: 5314.835938
	Iteration 81Q: 3 clusters Score -4396181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4396182.500000 Penalty: 5314.835938
	Iteration 82Q: 3 clusters Score -4396182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4396184.500000 Penalty: 5314.835938
	Iteration 83Q: 3 clusters Score -4396184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4396177.500000 Penalty: 5314.835938
	Iteration 84Q: 3 clusters Score -4396178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -4396180.000000 Penalty: 5314.835938
	Iteration 85Q: 3 clusters Score -4396180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4396182.500000 Penalty: 5314.835938
	Iteration 86Q: 3 clusters Score -4396182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4396179.500000 Penalty: 5314.835938
	Iteration 87Q: 3 clusters Score -4396180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4396185.000000 Penalty: 5314.835938
	Iteration 88Q: 3 clusters Score -4396185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4396188.500000 Penalty: 5314.835938
	Iteration 89Q: 3 clusters Score -4396188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4396185.000000 Penalty: 5314.835938
	Iteration 90Q: 3 clusters Score -4396185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4396185.000000 Penalty: 5314.835938
	Iteration 91Q: 3 clusters Score -4396185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4396185.000000 Penalty: 5314.835938
	Iteration 92F: 3 clusters Score -4396185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Entering Unmasked Estep 
Score: -3242480.750000 Penalty: 2574.947754
	Iteration 0F: 2 clusters Score -3242481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3220372.500000 Penalty: 5149.895508
	Iteration 0F: 3 clusters Score -3220372 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3228625.250000 Penalty: 5149.895508
	Iteration 1F: 3 clusters Score -3228625 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3229207.500000 Penalty: 5149.895508
	Iteration 2Q: 3 clusters Score -3229208 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3229809.250000 Penalty: 5149.895508
	Iteration 3Q: 3 clusters Score -3229809 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3230549.000000 Penalty: 5149.895508
	Iteration 4Q: 3 clusters Score -3230549 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3231518.750000 Penalty: 5149.895508
	Iteration 5F: 3 clusters Score -3231519 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3232860.750000 Penalty: 5149.895508
	Iteration 6F: 3 clusters Score -3232861 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3234429.750000 Penalty: 5149.895508
	Iteration 7F: 3 clusters Score -3234430 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3235986.750000 Penalty: 5149.895508
	Iteration 8F: 3 clusters Score -3235987 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3237364.000000 Penalty: 5149.895508
	Iteration 9F: 3 clusters Score -3237364 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3238436.250000 Penalty: 5149.895508
	Iteration 10Q: 3 clusters Score -3238436 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3239136.000000 Penalty: 5149.895508
	Iteration 11Q: 3 clusters Score -3239136 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3239590.750000 Penalty: 5149.895508
	Iteration 12Q: 3 clusters Score -3239591 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3239866.000000 Penalty: 5149.895508
	Iteration 13Q: 3 clusters Score -3239866 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3240013.000000 Penalty: 5149.895508
	Iteration 14Q: 3 clusters Score -3240013 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -3240094.000000 Penalty: 5149.895508
	Iteration 15Q: 3 clusters Score -3240094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3240137.000000 Penalty: 5149.895508
	Iteration 16Q: 3 clusters Score -3240137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3240175.500000 Penalty: 5149.895508
	Iteration 17Q: 3 clusters Score -3240176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3240212.000000 Penalty: 5149.895508
	Iteration 18Q: 3 clusters Score -3240212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -3240226.750000 Penalty: 5149.895508
	Iteration 19Q: 3 clusters Score -3240227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3240242.250000 Penalty: 5149.895508
	Iteration 20F: 3 clusters Score -3240242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3240254.000000 Penalty: 5149.895508
	Iteration 21Q: 3 clusters Score -3240254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3240260.250000 Penalty: 5149.895508
	Iteration 22Q: 3 clusters Score -3240260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3240261.000000 Penalty: 5149.895508
	Iteration 23Q: 3 clusters Score -3240261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3240261.500000 Penalty: 5149.895508
	Iteration 24Q: 3 clusters Score -3240262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -3240265.500000 Penalty: 5149.895508
	Iteration 25Q: 3 clusters Score -3240266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3240270.500000 Penalty: 5149.895508
	Iteration 26Q: 3 clusters Score -3240270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -3240274.000000 Penalty: 5149.895508
	Iteration 27Q: 3 clusters Score -3240274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3240273.250000 Penalty: 5149.895508
	Iteration 28Q: 3 clusters Score -3240273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3240273.000000 Penalty: 5149.895508
	Iteration 29Q: 3 clusters Score -3240273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -3240274.500000 Penalty: 5149.895508
	Iteration 30Q: 3 clusters Score -3240274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -3240279.500000 Penalty: 5149.895508
	Iteration 31Q: 3 clusters Score -3240280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -3240283.500000 Penalty: 5149.895508
	Iteration 32Q: 3 clusters Score -3240284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -3240282.250000 Penalty: 5149.895508
	Iteration 33Q: 3 clusters Score -3240282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -3240282.250000 Penalty: 5149.895508
	Iteration 34F: 3 clusters Score -3240282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Entering Unmasked Estep 
Score: -2765305.000000 Penalty: 2535.510010
	Iteration 0F: 2 clusters Score -2765305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2746411.000000 Penalty: 5071.020020
	Iteration 0F: 3 clusters Score -2746411 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2753264.500000 Penalty: 5071.020020
	Iteration 1F: 3 clusters Score -2753264 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2753823.750000 Penalty: 5071.020020
	Iteration 2F: 3 clusters Score -2753824 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2754455.250000 Penalty: 5071.020020
	Iteration 3Q: 3 clusters Score -2754455 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2755129.500000 Penalty: 5071.020020
	Iteration 4Q: 3 clusters Score -2755130 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2755828.000000 Penalty: 5071.020020
	Iteration 5F: 3 clusters Score -2755828 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2756504.250000 Penalty: 5071.020020
	Iteration 6F: 3 clusters Score -2756504 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2757104.500000 Penalty: 5071.020020
	Iteration 7Q: 3 clusters Score -2757104 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2757562.500000 Penalty: 5071.020020
	Iteration 8Q: 3 clusters Score -2757562 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2757928.250000 Penalty: 5071.020020
	Iteration 9Q: 3 clusters Score -2757928 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2758229.500000 Penalty: 5071.020020
	Iteration 10Q: 3 clusters Score -2758230 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2758494.500000 Penalty: 5071.020020
	Iteration 11Q: 3 clusters Score -2758494 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2758840.250000 Penalty: 5071.020020
	Iteration 12Q: 3 clusters Score -2758840 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2759231.250000 Penalty: 5071.020020
	Iteration 13Q: 3 clusters Score -2759231 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2759736.000000 Penalty: 5071.020020
	Iteration 14Q: 3 clusters Score -2759736 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2760262.500000 Penalty: 5071.020020
	Iteration 15Q: 3 clusters Score -2760262 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2760716.000000 Penalty: 5071.020020
	Iteration 16Q: 3 clusters Score -2760716 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2761033.750000 Penalty: 5071.020020
	Iteration 17Q: 3 clusters Score -2761034 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2761247 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2761382 nChanged 399
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Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2761486 nChanged 317
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Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2761549 nChanged 295
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Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2761631 nChanged 258
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Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2761684 nChanged 238
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Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2761745 nChanged 242
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2761796 nChanged 240
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Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2761848 nChanged 242
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Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2761896 nChanged 224
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Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2761944 nChanged 235
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Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2761982 nChanged 256
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 17112 members 
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	Iteration 30Q: 3 clusters Score -2762071 nChanged 277
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 17383 members 
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	Iteration 31Q: 3 clusters Score -2762134 nChanged 307
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Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 17682 members 
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	Iteration 32Q: 3 clusters Score -2762205 nChanged 294
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2762296 nChanged 315
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Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2762406 nChanged 297
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Mstep: Class 1 contains 8970 members 
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	Iteration 35Q: 3 clusters Score -2762494 nChanged 303
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2762589 nChanged 297
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Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2762650 nChanged 281
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2762719 nChanged 269
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Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 19714 members 
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	Iteration 39Q: 3 clusters Score -2762799 nChanged 255
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Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 19969 members 
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	Iteration 40F: 3 clusters Score -2762879 nChanged 248
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Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 20213 members 
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	Iteration 41Q: 3 clusters Score -2762938 nChanged 246
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Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2763004 nChanged 230
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Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 20689 members 
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	Iteration 43Q: 3 clusters Score -2763053 nChanged 220
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Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 20909 members 
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	Iteration 44Q: 3 clusters Score -2763134 nChanged 228
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Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2763169 nChanged 209
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Mstep: Class 1 contains 6206 members 
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	Iteration 46Q: 3 clusters Score -2763217 nChanged 166
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Mstep: Class 1 contains 6040 members 
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	Iteration 47Q: 3 clusters Score -2763261 nChanged 177
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Mstep: Class 1 contains 5863 members 
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	Iteration 48Q: 3 clusters Score -2763299 nChanged 160
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Mstep: Class 1 contains 5703 members 
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	Iteration 49Q: 3 clusters Score -2763330 nChanged 156
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Mstep: Class 1 contains 5547 members 
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	Iteration 50Q: 3 clusters Score -2763375 nChanged 140
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Mstep: Class 1 contains 5407 members 
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	Iteration 51Q: 3 clusters Score -2763405 nChanged 135
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Mstep: Class 1 contains 5274 members 
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	Iteration 52Q: 3 clusters Score -2763426 nChanged 122
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Mstep: Class 1 contains 5152 members 
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	Iteration 53Q: 3 clusters Score -2763458 nChanged 125
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Mstep: Class 1 contains 5029 members 
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	Iteration 54Q: 3 clusters Score -2763494 nChanged 111
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Mstep: Class 1 contains 4918 members 
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	Iteration 55Q: 3 clusters Score -2763503 nChanged 108
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Mstep: Class 1 contains 4810 members 
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	Iteration 56Q: 3 clusters Score -2763527 nChanged 122
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Mstep: Class 1 contains 4688 members 
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	Iteration 57Q: 3 clusters Score -2763559 nChanged 126
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Mstep: Class 1 contains 4562 members 
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	Iteration 58Q: 3 clusters Score -2763590 nChanged 129
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Mstep: Class 1 contains 4433 members 
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	Iteration 59Q: 3 clusters Score -2763615 nChanged 114
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Mstep: Class 1 contains 4319 members 
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	Iteration 60F: 3 clusters Score -2763636 nChanged 110
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Mstep: Class 1 contains 4209 members 
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	Iteration 61Q: 3 clusters Score -2763662 nChanged 108
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Mstep: Class 1 contains 4105 members 
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	Iteration 62Q: 3 clusters Score -2763683 nChanged 98
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Mstep: Class 1 contains 4009 members 
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	Iteration 63Q: 3 clusters Score -2763706 nChanged 70
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Mstep: Class 1 contains 3939 members 
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	Iteration 64Q: 3 clusters Score -2763726 nChanged 66
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Mstep: Class 1 contains 3873 members 
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	Iteration 65Q: 3 clusters Score -2763739 nChanged 67
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	Iteration 66Q: 3 clusters Score -2763746 nChanged 59
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Mstep: Class 1 contains 3751 members 
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	Iteration 67Q: 3 clusters Score -2763753 nChanged 40
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	Iteration 68Q: 3 clusters Score -2763758 nChanged 47
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Mstep: Class 1 contains 3664 members 
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	Iteration 69Q: 3 clusters Score -2763760 nChanged 36
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	Iteration 70Q: 3 clusters Score -2763769 nChanged 27
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	Iteration 71Q: 3 clusters Score -2763773 nChanged 26
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	Iteration 72Q: 3 clusters Score -2763783 nChanged 25
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	Iteration 73Q: 3 clusters Score -2763780 nChanged 26
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Mstep: Class 1 contains 3530 members 
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	Iteration 74Q: 3 clusters Score -2763785 nChanged 21
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	Iteration 75Q: 3 clusters Score -2763791 nChanged 23
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	Iteration 76Q: 3 clusters Score -2763798 nChanged 23
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	Iteration 77Q: 3 clusters Score -2763796 nChanged 23
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	Iteration 78Q: 3 clusters Score -2763796 nChanged 16
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	Iteration 79Q: 3 clusters Score -2763799 nChanged 16
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	Iteration 80F: 3 clusters Score -2763806 nChanged 19
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2763816 nChanged 10
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	Iteration 82Q: 3 clusters Score -2763813 nChanged 7
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	Iteration 83Q: 3 clusters Score -2763812 nChanged 7
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Mstep: Class 1 contains 3369 members 
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	Iteration 84Q: 3 clusters Score -2763815 nChanged 13
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	Iteration 85Q: 3 clusters Score -2763814 nChanged 15
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	Iteration 86Q: 3 clusters Score -2763809 nChanged 14
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	Iteration 87Q: 3 clusters Score -2763812 nChanged 13
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	Iteration 88Q: 3 clusters Score -2763817 nChanged 11
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	Iteration 89Q: 3 clusters Score -2763821 nChanged 14
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	Iteration 90Q: 3 clusters Score -2763823 nChanged 15
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Mstep: Class 1 contains 3280 members 
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	Iteration 91Q: 3 clusters Score -2763827 nChanged 17
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	Iteration 92Q: 3 clusters Score -2763830 nChanged 15
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	Iteration 93Q: 3 clusters Score -2763825 nChanged 6
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	Iteration 94Q: 3 clusters Score -2763826 nChanged 2
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	Iteration 95Q: 3 clusters Score -2763829 nChanged 7
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	Iteration 96Q: 3 clusters Score -2763832 nChanged 4
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	Iteration 97Q: 3 clusters Score -2763828 nChanged 4
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	Iteration 98Q: 3 clusters Score -2763833 nChanged 4
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	Iteration 99Q: 3 clusters Score -2763833 nChanged 5
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	Iteration 100F: 3 clusters Score -2763830 nChanged 3
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	Iteration 101Q: 3 clusters Score -2763832 nChanged 3
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	Iteration 102Q: 3 clusters Score -2763835 nChanged 6
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	Iteration 103Q: 3 clusters Score -2763840 nChanged 9
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	Iteration 104Q: 3 clusters Score -2763840 nChanged 10
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	Iteration 105Q: 3 clusters Score -2763842 nChanged 9
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	Iteration 106Q: 3 clusters Score -2763839 nChanged 10
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	Iteration 107Q: 3 clusters Score -2763840 nChanged 5
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2763840 nChanged 7
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	Iteration 109Q: 3 clusters Score -2763839 nChanged 8
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	Iteration 110Q: 3 clusters Score -2763846 nChanged 11
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	Iteration 111Q: 3 clusters Score -2763846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2763845.000000 Penalty: 5071.020020
	Iteration 112Q: 3 clusters Score -2763845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2763851.250000 Penalty: 5071.020020
	Iteration 113Q: 3 clusters Score -2763851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2763852.500000 Penalty: 5071.020020
	Iteration 114Q: 3 clusters Score -2763852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2763851.500000 Penalty: 5071.020020
	Iteration 115Q: 3 clusters Score -2763852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2763853.250000 Penalty: 5071.020020
	Iteration 116Q: 3 clusters Score -2763853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2763857.250000 Penalty: 5071.020020
	Iteration 117Q: 3 clusters Score -2763857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2763856.500000 Penalty: 5071.020020
	Iteration 118Q: 3 clusters Score -2763856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2763860.250000 Penalty: 5071.020020
	Iteration 119Q: 3 clusters Score -2763860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2763861.000000 Penalty: 5071.020020
	Iteration 120F: 3 clusters Score -2763861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -646401.187500 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -646401.2 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 3191 members 
Entering Unmasked Estep 
Score: -641078.500000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -641078.5 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -642479.062500 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -642479.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -642735.250000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -642735.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -642926.062500 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -642926.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -643071.812500 Penalty: 4345.029297
	Iteration 4Q: 3 clusters Score -643071.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -643181.062500 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -643181.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -643268.187500 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -643268.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -643348.687500 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -643348.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -643428.562500 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -643428.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -643494.687500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -643494.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -643566.375000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -643566.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -643636.250000 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -643636.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -643696.000000 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -643696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -643769.375000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -643769.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -643842.562500 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -643842.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -643915.250000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -643915.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -643991.625000 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -643991.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -644073.562500 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -644073.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -644151.250000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -644151.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -644210.062500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -644210.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -644271.062500 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -644271.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -644331.812500 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -644331.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -644380.687500 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -644380.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -644430.437500 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -644430.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -644465.812500 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -644465.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -644488.187500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -644488.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -644507.875000 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -644507.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -644526.937500 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -644526.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -644537.125000 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -644537.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -644546.500000 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -644546.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -644557.312500 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -644557.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -644568.625000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -644568.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -644573.687500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -644573.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -644579.500000 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -644579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -644587.937500 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -644587.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -644593.000000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -644593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -644597.437500 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -644597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -644599.875000 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -644599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -644602.500000 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -644602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -644602.750000 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -644602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -644605.500000 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -644605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -644606.125000 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -644606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -644609.562500 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -644609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -644612.000000 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -644612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -644613.437500 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -644613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -644615.312500 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -644615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -644617.500000 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -644617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -644619.500000 Penalty: 4345.029297
	Iteration 47Q: 3 clusters Score -644619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -644619.000000 Penalty: 4345.029297
	Iteration 48Q: 3 clusters Score -644619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -644618.812500 Penalty: 4345.029297
	Iteration 49Q: 3 clusters Score -644618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -644620.187500 Penalty: 4345.029297
	Iteration 50Q: 3 clusters Score -644620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -644620.750000 Penalty: 4345.029297
	Iteration 51Q: 3 clusters Score -644620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -644620.875000 Penalty: 4345.029297
	Iteration 52Q: 3 clusters Score -644620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -644620.875000 Penalty: 4345.029297
	Iteration 53Q: 3 clusters Score -644620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -644621.750000 Penalty: 4345.029297
	Iteration 54Q: 3 clusters Score -644621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -644622.312500 Penalty: 4345.029297
	Iteration 55Q: 3 clusters Score -644622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -644621.062500 Penalty: 4345.029297
	Iteration 56Q: 3 clusters Score -644621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -644622.000000 Penalty: 4345.029297
	Iteration 57Q: 3 clusters Score -644622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -644623.125000 Penalty: 4345.029297
	Iteration 58Q: 3 clusters Score -644623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -644624.812500 Penalty: 4345.029297
	Iteration 59Q: 3 clusters Score -644624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -644624.812500 Penalty: 4345.029297
	Iteration 60F: 3 clusters Score -644624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -644627.187500 Penalty: 4345.029297
	Iteration 61Q: 3 clusters Score -644627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -644626.625000 Penalty: 4345.029297
	Iteration 62Q: 3 clusters Score -644626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -644626.125000 Penalty: 4345.029297
	Iteration 63Q: 3 clusters Score -644626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -644626.062500 Penalty: 4345.029297
	Iteration 64Q: 3 clusters Score -644626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -644625.937500 Penalty: 4345.029297
	Iteration 65Q: 3 clusters Score -644625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -644627.500000 Penalty: 4345.029297
	Iteration 66Q: 3 clusters Score -644627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -644630.875000 Penalty: 4345.029297
	Iteration 67Q: 3 clusters Score -644630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -644632.250000 Penalty: 4345.029297
	Iteration 68Q: 3 clusters Score -644632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -644632.125000 Penalty: 4345.029297
	Iteration 69Q: 3 clusters Score -644632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -644632.562500 Penalty: 4345.029297
	Iteration 70Q: 3 clusters Score -644632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -644633.375000 Penalty: 4345.029297
	Iteration 71Q: 3 clusters Score -644633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -644634.437500 Penalty: 4345.029297
	Iteration 72Q: 3 clusters Score -644634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -644634.125000 Penalty: 4345.029297
	Iteration 73Q: 3 clusters Score -644634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -644634.125000 Penalty: 4345.029297
	Iteration 74F: 3 clusters Score -644634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -548034.937500 Penalty: 2152.932861
	Iteration 0F: 2 clusters Score -548034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -542963.125000 Penalty: 4305.865723
	Iteration 0F: 3 clusters Score -542963.1 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -544400.187500 Penalty: 4305.865723
	Iteration 1F: 3 clusters Score -544400.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -544708.500000 Penalty: 4305.865723
	Iteration 2F: 3 clusters Score -544708.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -544958.875000 Penalty: 4305.865723
	Iteration 3F: 3 clusters Score -544958.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -545170.812500 Penalty: 4305.865723
	Iteration 4F: 3 clusters Score -545170.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -545373.937500 Penalty: 4305.865723
	Iteration 5Q: 3 clusters Score -545373.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -545607.000000 Penalty: 4305.865723
	Iteration 6Q: 3 clusters Score -545607 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -545860.875000 Penalty: 4305.865723
	Iteration 7Q: 3 clusters Score -545860.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -546040.312500 Penalty: 4305.865723
	Iteration 8Q: 3 clusters Score -546040.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -546182.375000 Penalty: 4305.865723
	Iteration 9Q: 3 clusters Score -546182.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -546283.375000 Penalty: 4305.865723
	Iteration 10Q: 3 clusters Score -546283.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -546353.812500 Penalty: 4305.865723
	Iteration 11Q: 3 clusters Score -546353.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -546401.062500 Penalty: 4305.865723
	Iteration 12Q: 3 clusters Score -546401.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -546429.312500 Penalty: 4305.865723
	Iteration 13Q: 3 clusters Score -546429.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -546448.562500 Penalty: 4305.865723
	Iteration 14Q: 3 clusters Score -546448.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -546466.062500 Penalty: 4305.865723
	Iteration 15Q: 3 clusters Score -546466.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -546479.562500 Penalty: 4305.865723
	Iteration 16Q: 3 clusters Score -546479.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -546490.500000 Penalty: 4305.865723
	Iteration 17Q: 3 clusters Score -546490.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -546501.250000 Penalty: 4305.865723
	Iteration 18Q: 3 clusters Score -546501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -546507.500000 Penalty: 4305.865723
	Iteration 19Q: 3 clusters Score -546507.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -546516.500000 Penalty: 4305.865723
	Iteration 20F: 3 clusters Score -546516.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -546524.562500 Penalty: 4305.865723
	Iteration 21Q: 3 clusters Score -546524.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -546532.437500 Penalty: 4305.865723
	Iteration 22Q: 3 clusters Score -546532.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -546537.375000 Penalty: 4305.865723
	Iteration 23Q: 3 clusters Score -546537.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -546543.375000 Penalty: 4305.865723
	Iteration 24Q: 3 clusters Score -546543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -546543.500000 Penalty: 4305.865723
	Iteration 25Q: 3 clusters Score -546543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -546545.750000 Penalty: 4305.865723
	Iteration 26Q: 3 clusters Score -546545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -546546.625000 Penalty: 4305.865723
	Iteration 27Q: 3 clusters Score -546546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -546547.500000 Penalty: 4305.865723
	Iteration 28Q: 3 clusters Score -546547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -546548.687500 Penalty: 4305.865723
	Iteration 29Q: 3 clusters Score -546548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -546549.312500 Penalty: 4305.865723
	Iteration 30Q: 3 clusters Score -546549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -546551.562500 Penalty: 4305.865723
	Iteration 31Q: 3 clusters Score -546551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -546552.500000 Penalty: 4305.865723
	Iteration 32Q: 3 clusters Score -546552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -546551.937500 Penalty: 4305.865723
	Iteration 33Q: 3 clusters Score -546551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -546551.937500 Penalty: 4305.865723
	Iteration 34F: 3 clusters Score -546551.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -659923.312500 Penalty: 2197.298096
	Iteration 0F: 2 clusters Score -659923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -654097.750000 Penalty: 4394.596191
	Iteration 0F: 3 clusters Score -654097.8 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -655788.500000 Penalty: 4394.596191
	Iteration 1F: 3 clusters Score -655788.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -656190.625000 Penalty: 4394.596191
	Iteration 2F: 3 clusters Score -656190.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -656501.187500 Penalty: 4394.596191
	Iteration 3F: 3 clusters Score -656501.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -656791.187500 Penalty: 4394.596191
	Iteration 4F: 3 clusters Score -656791.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -657101.375000 Penalty: 4394.596191
	Iteration 5F: 3 clusters Score -657101.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -657432.687500 Penalty: 4394.596191
	Iteration 6Q: 3 clusters Score -657432.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -657759.000000 Penalty: 4394.596191
	Iteration 7Q: 3 clusters Score -657759 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -657995.687500 Penalty: 4394.596191
	Iteration 8Q: 3 clusters Score -657995.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -658166.625000 Penalty: 4394.596191
	Iteration 9Q: 3 clusters Score -658166.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -658299.562500 Penalty: 4394.596191
	Iteration 10Q: 3 clusters Score -658299.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -658389.375000 Penalty: 4394.596191
	Iteration 11Q: 3 clusters Score -658389.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -658457.062500 Penalty: 4394.596191
	Iteration 12Q: 3 clusters Score -658457.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -658513.625000 Penalty: 4394.596191
	Iteration 13Q: 3 clusters Score -658513.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -658543.062500 Penalty: 4394.596191
	Iteration 14Q: 3 clusters Score -658543.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -658568.062500 Penalty: 4394.596191
	Iteration 15Q: 3 clusters Score -658568.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -658586.125000 Penalty: 4394.596191
	Iteration 16Q: 3 clusters Score -658586.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -658596.187500 Penalty: 4394.596191
	Iteration 17Q: 3 clusters Score -658596.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -658602.750000 Penalty: 4394.596191
	Iteration 18Q: 3 clusters Score -658602.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -658605.312500 Penalty: 4394.596191
	Iteration 19Q: 3 clusters Score -658605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -658609.875000 Penalty: 4394.596191
	Iteration 20F: 3 clusters Score -658609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -658612.000000 Penalty: 4394.596191
	Iteration 21Q: 3 clusters Score -658612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -658611.937500 Penalty: 4394.596191
	Iteration 22Q: 3 clusters Score -658611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -658614.187500 Penalty: 4394.596191
	Iteration 23Q: 3 clusters Score -658614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -658616.312500 Penalty: 4394.596191
	Iteration 24Q: 3 clusters Score -658616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -658616.625000 Penalty: 4394.596191
	Iteration 25Q: 3 clusters Score -658616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -658616.625000 Penalty: 4394.596191
	Iteration 26F: 3 clusters Score -658616.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -159571.703125 Penalty: 1872.694336
	Iteration 0F: 2 clusters Score -159571.7 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 942 members 
Entering Unmasked Estep 
Score: -157051.343750 Penalty: 3745.388672
	Iteration 0F: 3 clusters Score -157051.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -157749.359375 Penalty: 3745.388672
	Iteration 1F: 3 clusters Score -157749.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -158133.796875 Penalty: 3745.388672
	Iteration 2F: 3 clusters Score -158133.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -158372.484375 Penalty: 3745.388672
	Iteration 3F: 3 clusters Score -158372.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -158527.828125 Penalty: 3745.388672
	Iteration 4F: 3 clusters Score -158527.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -158640.328125 Penalty: 3745.388672
	Iteration 5Q: 3 clusters Score -158640.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -158721.765625 Penalty: 3745.388672
	Iteration 6Q: 3 clusters Score -158721.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -158824.000000 Penalty: 3745.388672
	Iteration 7Q: 3 clusters Score -158824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158986.640625 Penalty: 3745.388672
	Iteration 8Q: 3 clusters Score -158986.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -159074.796875 Penalty: 3745.388672
	Iteration 9Q: 3 clusters Score -159074.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -159116.421875 Penalty: 3745.388672
	Iteration 10Q: 3 clusters Score -159116.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159148.156250 Penalty: 3745.388672
	Iteration 11Q: 3 clusters Score -159148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -159180.171875 Penalty: 3745.388672
	Iteration 12Q: 3 clusters Score -159180.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -159198.375000 Penalty: 3745.388672
	Iteration 13Q: 3 clusters Score -159198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -159210.187500 Penalty: 3745.388672
	Iteration 14Q: 3 clusters Score -159210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -159215.406250 Penalty: 3745.388672
	Iteration 15Q: 3 clusters Score -159215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -159218.484375 Penalty: 3745.388672
	Iteration 16Q: 3 clusters Score -159218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -159219.859375 Penalty: 3745.388672
	Iteration 17Q: 3 clusters Score -159219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -159221.937500 Penalty: 3745.388672
	Iteration 18Q: 3 clusters Score -159221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -159223.640625 Penalty: 3745.388672
	Iteration 19Q: 3 clusters Score -159223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -159224.640625 Penalty: 3745.388672
	Iteration 20F: 3 clusters Score -159224.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Entering Unmasked Estep 
Score: -1415491.875000 Penalty: 2369.796387
	Iteration 0F: 2 clusters Score -1415492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1405207.125000 Penalty: 4739.592773
	Iteration 0F: 3 clusters Score -1405207 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1408349.125000 Penalty: 4739.592773
	Iteration 1F: 3 clusters Score -1408349 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1408694.625000 Penalty: 4739.592773
	Iteration 2F: 3 clusters Score -1408695 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1408965.000000 Penalty: 4739.592773
	Iteration 3F: 3 clusters Score -1408965 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1409164.375000 Penalty: 4739.592773
	Iteration 4Q: 3 clusters Score -1409164 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1409328.625000 Penalty: 4739.592773
	Iteration 5Q: 3 clusters Score -1409329 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1409462.125000 Penalty: 4739.592773
	Iteration 6Q: 3 clusters Score -1409462 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1409578.625000 Penalty: 4739.592773
	Iteration 7Q: 3 clusters Score -1409579 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1409660.250000 Penalty: 4739.592773
	Iteration 8Q: 3 clusters Score -1409660 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1409733.875000 Penalty: 4739.592773
	Iteration 9Q: 3 clusters Score -1409734 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1409792.875000 Penalty: 4739.592773
	Iteration 10Q: 3 clusters Score -1409793 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1409866.750000 Penalty: 4739.592773
	Iteration 11Q: 3 clusters Score -1409867 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1409948.625000 Penalty: 4739.592773
	Iteration 12Q: 3 clusters Score -1409949 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1410039.375000 Penalty: 4739.592773
	Iteration 13Q: 3 clusters Score -1410039 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1410135.625000 Penalty: 4739.592773
	Iteration 14Q: 3 clusters Score -1410136 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1410240.250000 Penalty: 4739.592773
	Iteration 15Q: 3 clusters Score -1410240 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1410373.125000 Penalty: 4739.592773
	Iteration 16Q: 3 clusters Score -1410373 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1410499.875000 Penalty: 4739.592773
	Iteration 17Q: 3 clusters Score -1410500 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1410660.500000 Penalty: 4739.592773
	Iteration 18Q: 3 clusters Score -1410660 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1410819.125000 Penalty: 4739.592773
	Iteration 19Q: 3 clusters Score -1410819 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1411010.125000 Penalty: 4739.592773
	Iteration 20F: 3 clusters Score -1411010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1411226.625000 Penalty: 4739.592773
	Iteration 21Q: 3 clusters Score -1411227 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1411461.750000 Penalty: 4739.592773
	Iteration 22Q: 3 clusters Score -1411462 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1411719.000000 Penalty: 4739.592773
	Iteration 23Q: 3 clusters Score -1411719 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1411972.625000 Penalty: 4739.592773
	Iteration 24Q: 3 clusters Score -1411973 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1412222.375000 Penalty: 4739.592773
	Iteration 25Q: 3 clusters Score -1412222 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1412493.000000 Penalty: 4739.592773
	Iteration 26Q: 3 clusters Score -1412493 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1412721.500000 Penalty: 4739.592773
	Iteration 27Q: 3 clusters Score -1412722 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1412907.375000 Penalty: 4739.592773
	Iteration 28Q: 3 clusters Score -1412907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1413082.125000 Penalty: 4739.592773
	Iteration 29Q: 3 clusters Score -1413082 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1413220.625000 Penalty: 4739.592773
	Iteration 30Q: 3 clusters Score -1413221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1413329.000000 Penalty: 4739.592773
	Iteration 31Q: 3 clusters Score -1413329 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1413397.625000 Penalty: 4739.592773
	Iteration 32Q: 3 clusters Score -1413398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1413435.125000 Penalty: 4739.592773
	Iteration 33Q: 3 clusters Score -1413435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1413461.500000 Penalty: 4739.592773
	Iteration 34Q: 3 clusters Score -1413462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1413482.250000 Penalty: 4739.592773
	Iteration 35Q: 3 clusters Score -1413482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1413499.250000 Penalty: 4739.592773
	Iteration 36Q: 3 clusters Score -1413499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1413515.125000 Penalty: 4739.592773
	Iteration 37Q: 3 clusters Score -1413515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1413521.375000 Penalty: 4739.592773
	Iteration 38Q: 3 clusters Score -1413521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1413530.750000 Penalty: 4739.592773
	Iteration 39Q: 3 clusters Score -1413531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1413537.250000 Penalty: 4739.592773
	Iteration 40F: 3 clusters Score -1413537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1413544.875000 Penalty: 4739.592773
	Iteration 41Q: 3 clusters Score -1413545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1413550.625000 Penalty: 4739.592773
	Iteration 42Q: 3 clusters Score -1413551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1413552.250000 Penalty: 4739.592773
	Iteration 43Q: 3 clusters Score -1413552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1413554.875000 Penalty: 4739.592773
	Iteration 44Q: 3 clusters Score -1413555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1413557.500000 Penalty: 4739.592773
	Iteration 45Q: 3 clusters Score -1413558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1413560.250000 Penalty: 4739.592773
	Iteration 46Q: 3 clusters Score -1413560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1413561.250000 Penalty: 4739.592773
	Iteration 47Q: 3 clusters Score -1413561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1413559.500000 Penalty: 4739.592773
	Iteration 48Q: 3 clusters Score -1413560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1413559.250000 Penalty: 4739.592773
	Iteration 49Q: 3 clusters Score -1413559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1413561.250000 Penalty: 4739.592773
	Iteration 50Q: 3 clusters Score -1413561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1413561.875000 Penalty: 4739.592773
	Iteration 51Q: 3 clusters Score -1413562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1413561.875000 Penalty: 4739.592773
	Iteration 52F: 3 clusters Score -1413562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -190359.515625 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -190359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187768.859375 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -187768.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188208.156250 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -188208.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -188324.890625 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -188324.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188397.687500 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -188397.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -188457.625000 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -188457.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -188496.562500 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -188496.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -188520.265625 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -188520.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -188531.953125 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -188532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -188542.468750 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -188542.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -188552.421875 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -188552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -188562.812500 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -188562.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188572.359375 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -188572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -188581.953125 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -188582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -188596.156250 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -188596.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -188613.218750 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -188613.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -188629.328125 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -188629.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -188643.781250 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -188643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -188650.343750 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -188650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -188657.703125 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -188657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -188664.140625 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -188664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -188670.000000 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -188670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -188671.359375 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -188671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -188672.453125 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -188672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -188674.984375 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -188675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -188676.703125 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -188676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -188679.046875 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -188679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -188679.421875 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -188679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -188680.000000 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -188680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -188681.406250 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -188681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -188683.437500 Penalty: 3781.811035
	Iteration 29Q: 3 clusters Score -188683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -188684.812500 Penalty: 3781.811035
	Iteration 30Q: 3 clusters Score -188684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -188685.515625 Penalty: 3781.811035
	Iteration 31Q: 3 clusters Score -188685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -188685.859375 Penalty: 3781.811035
	Iteration 32Q: 3 clusters Score -188685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -188690.156250 Penalty: 3781.811035
	Iteration 33Q: 3 clusters Score -188690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -188695.000000 Penalty: 3781.811035
	Iteration 34Q: 3 clusters Score -188695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -188698.359375 Penalty: 3781.811035
	Iteration 35Q: 3 clusters Score -188698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -188702.937500 Penalty: 3781.811035
	Iteration 36Q: 3 clusters Score -188702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -188703.250000 Penalty: 3781.811035
	Iteration 37Q: 3 clusters Score -188703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -188703.578125 Penalty: 3781.811035
	Iteration 38Q: 3 clusters Score -188703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -188705.562500 Penalty: 3781.811035
	Iteration 39Q: 3 clusters Score -188705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -188706.484375 Penalty: 3781.811035
	Iteration 40F: 3 clusters Score -188706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -188707.593750 Penalty: 3781.811035
	Iteration 41Q: 3 clusters Score -188707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -188708.125000 Penalty: 3781.811035
	Iteration 42Q: 3 clusters Score -188708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -188711.656250 Penalty: 3781.811035
	Iteration 43Q: 3 clusters Score -188711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -188715.812500 Penalty: 3781.811035
	Iteration 44Q: 3 clusters Score -188715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -188718.515625 Penalty: 3781.811035
	Iteration 45Q: 3 clusters Score -188718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -188721.281250 Penalty: 3781.811035
	Iteration 46Q: 3 clusters Score -188721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -188724.562500 Penalty: 3781.811035
	Iteration 47Q: 3 clusters Score -188724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -188728.750000 Penalty: 3781.811035
	Iteration 48Q: 3 clusters Score -188728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188732.171875 Penalty: 3781.811035
	Iteration 49Q: 3 clusters Score -188732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188733.265625 Penalty: 3781.811035
	Iteration 50Q: 3 clusters Score -188733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188733.265625 Penalty: 3781.811035
	Iteration 51F: 3 clusters Score -188733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -215905.375000 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -215905.4 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 1304 members 
Entering Unmasked Estep 
Score: -212874.781250 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -212874.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -213699.484375 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -213699.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -214117.875000 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -214117.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -214496.609375 Penalty: 3912.427979
	Iteration 3F: 3 clusters Score -214496.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214769.390625 Penalty: 3912.427979
	Iteration 4F: 3 clusters Score -214769.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -214967.000000 Penalty: 3912.427979
	Iteration 5F: 3 clusters Score -214967 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -215087.343750 Penalty: 3912.427979
	Iteration 6Q: 3 clusters Score -215087.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215176.656250 Penalty: 3912.427979
	Iteration 7Q: 3 clusters Score -215176.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -215230.406250 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -215230.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -215273.796875 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -215273.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -215301.890625 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -215301.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -215337.703125 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -215337.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -215361.906250 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -215361.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215390.000000 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -215390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215407.062500 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -215407.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215420.234375 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -215420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215424.515625 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -215424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215433.250000 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -215433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215440.968750 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -215441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -215443.828125 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -215443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -215445.828125 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -215445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215457.109375 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -215457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -215472.484375 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -215472.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215482.796875 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -215482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -215491.468750 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -215491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215494.250000 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -215494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215496.296875 Penalty: 3912.427979
	Iteration 26Q: 3 clusters Score -215496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -215497.406250 Penalty: 3912.427979
	Iteration 27Q: 3 clusters Score -215497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -215500.156250 Penalty: 3912.427979
	Iteration 28Q: 3 clusters Score -215500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -215507.468750 Penalty: 3912.427979
	Iteration 29Q: 3 clusters Score -215507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -215509.437500 Penalty: 3912.427979
	Iteration 30Q: 3 clusters Score -215509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -215511.078125 Penalty: 3912.427979
	Iteration 31Q: 3 clusters Score -215511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -215511.250000 Penalty: 3912.427979
	Iteration 32Q: 3 clusters Score -215511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215511.468750 Penalty: 3912.427979
	Iteration 33Q: 3 clusters Score -215511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215511.468750 Penalty: 3912.427979
	Iteration 34F: 3 clusters Score -215511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Entering Unmasked Estep 
Score: -865770.937500 Penalty: 2255.124756
	Iteration 0F: 2 clusters Score -865770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -858752.187500 Penalty: 4510.249512
	Iteration 0F: 3 clusters Score -858752.2 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -860884.437500 Penalty: 4510.249512
	Iteration 1F: 3 clusters Score -860884.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -861218.312500 Penalty: 4510.249512
	Iteration 2F: 3 clusters Score -861218.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -861458.000000 Penalty: 4510.249512
	Iteration 3F: 3 clusters Score -861458 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -861666.375000 Penalty: 4510.249512
	Iteration 4Q: 3 clusters Score -861666.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -861858.375000 Penalty: 4510.249512
	Iteration 5Q: 3 clusters Score -861858.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -862087.437500 Penalty: 4510.249512
	Iteration 6Q: 3 clusters Score -862087.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -862336.125000 Penalty: 4510.249512
	Iteration 7Q: 3 clusters Score -862336.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -862678.875000 Penalty: 4510.249512
	Iteration 8Q: 3 clusters Score -862678.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -863167.250000 Penalty: 4510.249512
	Iteration 9F: 3 clusters Score -863167.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -863719.937500 Penalty: 4510.249512
	Iteration 10F: 3 clusters Score -863719.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -864356.312500 Penalty: 4510.249512
	Iteration 11F: 3 clusters Score -864356.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -864951.375000 Penalty: 4510.249512
	Iteration 12F: 3 clusters Score -864951.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -865394.875000 Penalty: 4510.249512
	Iteration 13Q: 3 clusters Score -865394.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -865689.687500 Penalty: 4510.249512
	Iteration 14Q: 3 clusters Score -865689.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -865858.875000 Penalty: 4510.249512
	Iteration 15Q: 3 clusters Score -865858.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -865928.437500 Penalty: 4510.249512
	Iteration 16Q: 3 clusters Score -865928.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -865956.500000 Penalty: 4510.249512
	Iteration 17Q: 3 clusters Score -865956.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -865965.375000 Penalty: 4510.249512
	Iteration 18Q: 3 clusters Score -865965.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -865971.812500 Penalty: 4510.249512
	Iteration 19Q: 3 clusters Score -865971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -865974.250000 Penalty: 4510.249512
	Iteration 20F: 3 clusters Score -865974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -865974.437500 Penalty: 4510.249512
	Iteration 21Q: 3 clusters Score -865974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -865974.750000 Penalty: 4510.249512
	Iteration 22Q: 3 clusters Score -865974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -865974.000000 Penalty: 4510.249512
	Iteration 23Q: 3 clusters Score -865974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -865976.562500 Penalty: 4510.249512
	Iteration 24Q: 3 clusters Score -865976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -865976.375000 Penalty: 4510.249512
	Iteration 25Q: 3 clusters Score -865976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -865977.937500 Penalty: 4510.249512
	Iteration 26Q: 3 clusters Score -865977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -865977.312500 Penalty: 4510.249512
	Iteration 27Q: 3 clusters Score -865977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -865977.312500 Penalty: 4510.249512
	Iteration 28Q: 3 clusters Score -865977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -865978.312500 Penalty: 4510.249512
	Iteration 29Q: 3 clusters Score -865978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -865978.312500 Penalty: 4510.249512
	Iteration 30F: 3 clusters Score -865978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 25106 members 
Mstep: Class 12 contains 15238 members 
Mstep: Class 13 contains 14259 members 
Mstep: Class 14 contains 96992 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 17699 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 1813 members 
Mstep: Class 22 contains 57859 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 1344 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 11170 members 
Mstep: Class 27 contains 9864 members 
Mstep: Class 28 contains 17632 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 59807 members 
Mstep: Class 31 contains 45044 members 
Mstep: Class 32 contains 32301 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 14124 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 2665 members 
Mstep: Class 41 contains 4200 members 
Mstep: Class 42 contains 4695 members 
Entering Unmasked Estep 
Score: -58916000.000000 Penalty: 139028.390625
Splitting cluster 41 changes total score from -58916892.000000 to -58916000.000000
So it's not getting split.
--- Evaluating fit on full set of 1878892 points ---
Entering Unmasked Estep 
Score: -176849536.000000 Penalty: 146888.890625
21->42 Clusters: Score -176849536.000000, best is -177038768.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 626297 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 30067 members 
Mstep: Class 3 contains 29767 members 
Mstep: Class 4 contains 29961 members 
Mstep: Class 5 contains 29935 members 
Mstep: Class 6 contains 29858 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 29868 members 
Mstep: Class 9 contains 30105 members 
Mstep: Class 10 contains 30125 members 
Mstep: Class 11 contains 29872 members 
Mstep: Class 12 contains 29941 members 
Mstep: Class 13 contains 29642 members 
Mstep: Class 14 contains 29684 members 
Mstep: Class 15 contains 29646 members 
Mstep: Class 16 contains 29588 members 
Mstep: Class 17 contains 29855 members 
Mstep: Class 18 contains 29789 members 
Mstep: Class 19 contains 29717 members 
Mstep: Class 20 contains 29679 members 
Mstep: Class 21 contains 29609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 840.517334 but Gain 3310.195312
Score: -54627628.000000 Penalty: 66204.000000
Iteration 0F: 21 clusters Score -5.462763e+07 nChanged 592171
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 18687 members 
Mstep: Class 3 contains 28358 members 
Mstep: Class 4 contains 12905 members 
Mstep: Class 5 contains 23881 members 
Mstep: Class 6 contains 23529 members 
Mstep: Class 7 contains 39047 members 
Mstep: Class 8 contains 24518 members 
Mstep: Class 9 contains 17058 members 
Mstep: Class 10 contains 24378 members 
Mstep: Class 11 contains 22066 members 
Mstep: Class 12 contains 72245 members 
Mstep: Class 13 contains 17903 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 56090 members 
Mstep: Class 16 contains 29843 members 
Mstep: Class 17 contains 28124 members 
Mstep: Class 18 contains 63735 members 
Mstep: Class 19 contains 27680 members 
Mstep: Class 20 contains 38382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56998424.000000 Penalty: 66204.000000
Iteration 1F: 21 clusters Score -5.699842e+07 nChanged 282601
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 18656 members 
Mstep: Class 3 contains 31286 members 
Mstep: Class 4 contains 7395 members 
Mstep: Class 5 contains 21637 members 
Mstep: Class 6 contains 22488 members 
Mstep: Class 7 contains 58908 members 
Mstep: Class 8 contains 16588 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 25461 members 
Mstep: Class 11 contains 15070 members 
Mstep: Class 12 contains 118203 members 
Mstep: Class 13 contains 9410 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 30828 members 
Mstep: Class 18 contains 57265 members 
Mstep: Class 19 contains 41064 members 
Mstep: Class 20 contains 21671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57714460.000000 Penalty: 66204.000000
Iteration 2F: 21 clusters Score -5.771446e+07 nChanged 184648
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 30413 members 
Mstep: Class 4 contains 8355 members 
Mstep: Class 5 contains 22349 members 
Mstep: Class 6 contains 17186 members 
Mstep: Class 7 contains 74034 members 
Mstep: Class 8 contains 12235 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 32789 members 
Mstep: Class 11 contains 16895 members 
Mstep: Class 12 contains 127809 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 26506 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 21062 members 
Mstep: Class 17 contains 29160 members 
Mstep: Class 18 contains 59541 members 
Mstep: Class 19 contains 50979 members 
Mstep: Class 20 contains 14906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58058504.000000 Penalty: 66204.000000
Iteration 3F: 21 clusters Score -5.80585e+07 nChanged 132264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 17786 members 
Mstep: Class 3 contains 30025 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 22694 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 85087 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 10 contains 38022 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 128042 members 
Mstep: Class 13 contains 7728 members 
Mstep: Class 14 contains 27378 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 14698 members 
Mstep: Class 17 contains 26981 members 
Mstep: Class 18 contains 61918 members 
Mstep: Class 19 contains 57172 members 
Mstep: Class 20 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58257036.000000 Penalty: 66204.000000
Iteration 4F: 21 clusters Score -5.825704e+07 nChanged 96374
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16675 members 
Mstep: Class 3 contains 30947 members 
Mstep: Class 4 contains 10797 members 
Mstep: Class 5 contains 22424 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 89544 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 10932 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 20540 members 
Mstep: Class 12 contains 129876 members 
Mstep: Class 13 contains 8954 members 
Mstep: Class 14 contains 27455 members 
Mstep: Class 15 contains 6568 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 24722 members 
Mstep: Class 18 contains 64187 members 
Mstep: Class 19 contains 61186 members 
Mstep: Class 20 contains 10137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58376804.000000 Penalty: 66204.000000
Iteration 5F: 21 clusters Score -5.83768e+07 nChanged 70090
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 15764 members 
Mstep: Class 3 contains 32080 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 21854 members 
Mstep: Class 6 contains 9784 members 
Mstep: Class 7 contains 90944 members 
Mstep: Class 8 contains 8600 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 40589 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 12 contains 132728 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 26859 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 22670 members 
Mstep: Class 18 contains 66176 members 
Mstep: Class 19 contains 63331 members 
Mstep: Class 20 contains 9132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58449968.000000 Penalty: 66204.000000
Iteration 6F: 21 clusters Score -5.844997e+07 nChanged 54342
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 32590 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 9311 members 
Mstep: Class 7 contains 91369 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 11647 members 
Mstep: Class 10 contains 39364 members 
Mstep: Class 11 contains 21644 members 
Mstep: Class 12 contains 135276 members 
Mstep: Class 13 contains 11115 members 
Mstep: Class 14 contains 26298 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 17 contains 22062 members 
Mstep: Class 18 contains 68270 members 
Mstep: Class 19 contains 63260 members 
Mstep: Class 20 contains 8722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58507524.000000 Penalty: 66204.000000
Iteration 7F: 21 clusters Score -5.850752e+07 nChanged 44414
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14428 members 
Mstep: Class 3 contains 32553 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 20219 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 90951 members 
Mstep: Class 8 contains 7439 members 
Mstep: Class 9 contains 12119 members 
Mstep: Class 10 contains 37028 members 
Mstep: Class 11 contains 21655 members 
Mstep: Class 12 contains 139953 members 
Mstep: Class 13 contains 11840 members 
Mstep: Class 14 contains 25411 members 
Mstep: Class 15 contains 6170 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 23877 members 
Mstep: Class 18 contains 68072 members 
Mstep: Class 19 contains 61813 members 
Mstep: Class 20 contains 8612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58550364.000000 Penalty: 66204.000000
Iteration 8F: 21 clusters Score -5.855036e+07 nChanged 36983
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 3 contains 32189 members 
Mstep: Class 4 contains 15222 members 
Mstep: Class 5 contains 19241 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 7 contains 90218 members 
Mstep: Class 8 contains 7551 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 34693 members 
Mstep: Class 11 contains 21359 members 
Mstep: Class 12 contains 145904 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 24500 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 26551 members 
Mstep: Class 18 contains 66567 members 
Mstep: Class 19 contains 59595 members 
Mstep: Class 20 contains 8575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58584840.000000 Penalty: 66204.000000
Iteration 9F: 21 clusters Score -5.858484e+07 nChanged 32238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 31729 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 18210 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 89873 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 12858 members 
Mstep: Class 10 contains 32821 members 
Mstep: Class 11 contains 20813 members 
Mstep: Class 12 contains 150497 members 
Mstep: Class 13 contains 12329 members 
Mstep: Class 14 contains 23681 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 8936 members 
Mstep: Class 17 contains 29527 members 
Mstep: Class 18 contains 65907 members 
Mstep: Class 19 contains 56564 members 
Mstep: Class 20 contains 8519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58613848.000000 Penalty: 66204.000000
Iteration 10F: 21 clusters Score -5.861385e+07 nChanged 29240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 13586 members 
Mstep: Class 3 contains 31300 members 
Mstep: Class 4 contains 16669 members 
Mstep: Class 5 contains 17209 members 
Mstep: Class 6 contains 9107 members 
Mstep: Class 7 contains 90001 members 
Mstep: Class 8 contains 8058 members 
Mstep: Class 9 contains 13126 members 
Mstep: Class 10 contains 31210 members 
Mstep: Class 11 contains 20085 members 
Mstep: Class 12 contains 153616 members 
Mstep: Class 13 contains 12359 members 
Mstep: Class 14 contains 22999 members 
Mstep: Class 15 contains 7745 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 32551 members 
Mstep: Class 18 contains 65556 members 
Mstep: Class 19 contains 53093 members 
Mstep: Class 20 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58639520.000000 Penalty: 66204.000000
Iteration 11Q: 21 clusters Score -5.863952e+07 nChanged 26540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 13441 members 
Mstep: Class 3 contains 30841 members 
Mstep: Class 4 contains 17326 members 
Mstep: Class 5 contains 16331 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 90411 members 
Mstep: Class 8 contains 8570 members 
Mstep: Class 9 contains 13316 members 
Mstep: Class 10 contains 29809 members 
Mstep: Class 11 contains 19296 members 
Mstep: Class 12 contains 155286 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 22465 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 10240 members 
Mstep: Class 17 contains 35592 members 
Mstep: Class 18 contains 65577 members 
Mstep: Class 19 contains 49080 members 
Mstep: Class 20 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58661728.000000 Penalty: 66204.000000
Iteration 12Q: 21 clusters Score -5.866173e+07 nChanged 24199
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 13323 members 
Mstep: Class 3 contains 30344 members 
Mstep: Class 4 contains 18048 members 
Mstep: Class 5 contains 15530 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 7 contains 90742 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 155924 members 
Mstep: Class 13 contains 12537 members 
Mstep: Class 14 contains 22181 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 10782 members 
Mstep: Class 17 contains 38402 members 
Mstep: Class 18 contains 65676 members 
Mstep: Class 19 contains 44633 members 
Mstep: Class 20 contains 9106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58680704.000000 Penalty: 66204.000000
Iteration 13Q: 21 clusters Score -5.86807e+07 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 14774 members 
Mstep: Class 6 contains 14687 members 
Mstep: Class 7 contains 91029 members 
Mstep: Class 8 contains 9833 members 
Mstep: Class 9 contains 13562 members 
Mstep: Class 10 contains 27640 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 155926 members 
Mstep: Class 13 contains 12684 members 
Mstep: Class 14 contains 22128 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 40297 members 
Mstep: Class 18 contains 65696 members 
Mstep: Class 19 contains 40252 members 
Mstep: Class 20 contains 9613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58696876.000000 Penalty: 66204.000000
Iteration 14Q: 21 clusters Score -5.869688e+07 nChanged 18488
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 13129 members 
Mstep: Class 3 contains 29461 members 
Mstep: Class 4 contains 19536 members 
Mstep: Class 5 contains 14140 members 
Mstep: Class 6 contains 18212 members 
Mstep: Class 7 contains 91043 members 
Mstep: Class 8 contains 10452 members 
Mstep: Class 9 contains 13633 members 
Mstep: Class 10 contains 26723 members 
Mstep: Class 11 contains 16684 members 
Mstep: Class 12 contains 155751 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 22335 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 11604 members 
Mstep: Class 17 contains 41244 members 
Mstep: Class 18 contains 65695 members 
Mstep: Class 19 contains 35943 members 
Mstep: Class 20 contains 10337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58710476.000000 Penalty: 66204.000000
Iteration 15Q: 21 clusters Score -5.871048e+07 nChanged 15626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 13029 members 
Mstep: Class 3 contains 29084 members 
Mstep: Class 4 contains 20106 members 
Mstep: Class 5 contains 13592 members 
Mstep: Class 6 contains 21301 members 
Mstep: Class 7 contains 90937 members 
Mstep: Class 8 contains 11160 members 
Mstep: Class 9 contains 13687 members 
Mstep: Class 10 contains 26003 members 
Mstep: Class 11 contains 16016 members 
Mstep: Class 12 contains 155369 members 
Mstep: Class 13 contains 12991 members 
Mstep: Class 14 contains 22736 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 11888 members 
Mstep: Class 17 contains 41569 members 
Mstep: Class 18 contains 65807 members 
Mstep: Class 19 contains 32180 members 
Mstep: Class 20 contains 11169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58720764.000000 Penalty: 66204.000000
Iteration 16Q: 21 clusters Score -5.872076e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 12944 members 
Mstep: Class 3 contains 28764 members 
Mstep: Class 4 contains 20544 members 
Mstep: Class 5 contains 13154 members 
Mstep: Class 6 contains 23220 members 
Mstep: Class 7 contains 90831 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 13709 members 
Mstep: Class 10 contains 25428 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 154881 members 
Mstep: Class 13 contains 13189 members 
Mstep: Class 14 contains 23235 members 
Mstep: Class 15 contains 9917 members 
Mstep: Class 16 contains 12083 members 
Mstep: Class 17 contains 41500 members 
Mstep: Class 18 contains 66066 members 
Mstep: Class 19 contains 29718 members 
Mstep: Class 20 contains 12054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58729672.000000 Penalty: 66204.000000
Iteration 17Q: 21 clusters Score -5.872967e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12851 members 
Mstep: Class 3 contains 28447 members 
Mstep: Class 4 contains 20835 members 
Mstep: Class 5 contains 12766 members 
Mstep: Class 6 contains 24359 members 
Mstep: Class 7 contains 90885 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 9 contains 13723 members 
Mstep: Class 10 contains 25032 members 
Mstep: Class 11 contains 14893 members 
Mstep: Class 12 contains 154155 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 23769 members 
Mstep: Class 15 contains 10261 members 
Mstep: Class 16 contains 12281 members 
Mstep: Class 17 contains 41274 members 
Mstep: Class 18 contains 66118 members 
Mstep: Class 19 contains 28447 members 
Mstep: Class 20 contains 13046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58737252.000000 Penalty: 66204.000000
Iteration 18Q: 21 clusters Score -5.873725e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12778 members 
Mstep: Class 3 contains 28200 members 
Mstep: Class 4 contains 21000 members 
Mstep: Class 5 contains 12444 members 
Mstep: Class 6 contains 25083 members 
Mstep: Class 7 contains 90947 members 
Mstep: Class 8 contains 12307 members 
Mstep: Class 9 contains 13741 members 
Mstep: Class 10 contains 24745 members 
Mstep: Class 11 contains 14421 members 
Mstep: Class 12 contains 153246 members 
Mstep: Class 13 contains 13543 members 
Mstep: Class 14 contains 24309 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 16 contains 12456 members 
Mstep: Class 17 contains 41049 members 
Mstep: Class 18 contains 65661 members 
Mstep: Class 19 contains 28164 members 
Mstep: Class 20 contains 13907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58741420.000000 Penalty: 66204.000000
Iteration 19Q: 21 clusters Score -5.874142e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 28035 members 
Mstep: Class 4 contains 21098 members 
Mstep: Class 5 contains 12154 members 
Mstep: Class 6 contains 25528 members 
Mstep: Class 7 contains 91059 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 24522 members 
Mstep: Class 11 contains 14042 members 
Mstep: Class 12 contains 152364 members 
Mstep: Class 13 contains 13693 members 
Mstep: Class 14 contains 24836 members 
Mstep: Class 15 contains 10859 members 
Mstep: Class 16 contains 12607 members 
Mstep: Class 17 contains 40806 members 
Mstep: Class 18 contains 64669 members 
Mstep: Class 19 contains 28401 members 
Mstep: Class 20 contains 14615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58745560.000000 Penalty: 66204.000000
Iteration 20F: 21 clusters Score -5.874556e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 12705 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 11892 members 
Mstep: Class 6 contains 26174 members 
Mstep: Class 7 contains 90916 members 
Mstep: Class 8 contains 13737 members 
Mstep: Class 9 contains 13782 members 
Mstep: Class 10 contains 24415 members 
Mstep: Class 11 contains 13648 members 
Mstep: Class 12 contains 151450 members 
Mstep: Class 13 contains 13822 members 
Mstep: Class 14 contains 25368 members 
Mstep: Class 15 contains 11096 members 
Mstep: Class 16 contains 12798 members 
Mstep: Class 17 contains 40585 members 
Mstep: Class 18 contains 63438 members 
Mstep: Class 19 contains 28639 members 
Mstep: Class 20 contains 15178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58749996.000000 Penalty: 66204.000000
Iteration 21Q: 21 clusters Score -5.875e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 12698 members 
Mstep: Class 3 contains 27755 members 
Mstep: Class 4 contains 21218 members 
Mstep: Class 5 contains 11595 members 
Mstep: Class 6 contains 26643 members 
Mstep: Class 7 contains 90798 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 13827 members 
Mstep: Class 10 contains 24337 members 
Mstep: Class 11 contains 13308 members 
Mstep: Class 12 contains 150589 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 25868 members 
Mstep: Class 15 contains 11376 members 
Mstep: Class 16 contains 13015 members 
Mstep: Class 17 contains 40378 members 
Mstep: Class 18 contains 62112 members 
Mstep: Class 19 contains 29047 members 
Mstep: Class 20 contains 15724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58753512.000000 Penalty: 66204.000000
Iteration 22Q: 21 clusters Score -5.875351e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 12727 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 21287 members 
Mstep: Class 5 contains 11324 members 
Mstep: Class 6 contains 27016 members 
Mstep: Class 7 contains 90669 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 24273 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 149826 members 
Mstep: Class 13 contains 14147 members 
Mstep: Class 14 contains 26308 members 
Mstep: Class 15 contains 11636 members 
Mstep: Class 16 contains 13227 members 
Mstep: Class 17 contains 40174 members 
Mstep: Class 18 contains 60706 members 
Mstep: Class 19 contains 29980 members 
Mstep: Class 20 contains 16174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58756200.000000 Penalty: 66204.000000
Iteration 23Q: 21 clusters Score -5.87562e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 12763 members 
Mstep: Class 3 contains 27560 members 
Mstep: Class 4 contains 21288 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 27308 members 
Mstep: Class 7 contains 90563 members 
Mstep: Class 8 contains 14826 members 
Mstep: Class 9 contains 13986 members 
Mstep: Class 10 contains 24234 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 149054 members 
Mstep: Class 13 contains 14296 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 13453 members 
Mstep: Class 17 contains 39939 members 
Mstep: Class 18 contains 59311 members 
Mstep: Class 19 contains 31268 members 
Mstep: Class 20 contains 16583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58758200.000000 Penalty: 66204.000000
Iteration 24Q: 21 clusters Score -5.87582e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 12800 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 21319 members 
Mstep: Class 5 contains 10921 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 90433 members 
Mstep: Class 8 contains 14705 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 24183 members 
Mstep: Class 11 contains 12474 members 
Mstep: Class 12 contains 148325 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 27153 members 
Mstep: Class 15 contains 12184 members 
Mstep: Class 16 contains 13687 members 
Mstep: Class 17 contains 39716 members 
Mstep: Class 18 contains 58042 members 
Mstep: Class 19 contains 32514 members 
Mstep: Class 20 contains 16955 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 25Q: 21 clusters Score -5.875993e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 21373 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 90324 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 14134 members 
Mstep: Class 10 contains 24127 members 
Mstep: Class 11 contains 12235 members 
Mstep: Class 12 contains 147598 members 
Mstep: Class 13 contains 14660 members 
Mstep: Class 14 contains 27533 members 
Mstep: Class 15 contains 12448 members 
Mstep: Class 16 contains 13924 members 
Mstep: Class 17 contains 39510 members 
Mstep: Class 18 contains 57006 members 
Mstep: Class 19 contains 33535 members 
Mstep: Class 20 contains 17351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 21 clusters Score -5.876133e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 27370 members 
Mstep: Class 4 contains 21419 members 
Mstep: Class 5 contains 10564 members 
Mstep: Class 6 contains 27907 members 
Mstep: Class 7 contains 90252 members 
Mstep: Class 8 contains 14428 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 24079 members 
Mstep: Class 11 contains 11975 members 
Mstep: Class 12 contains 146968 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 27861 members 
Mstep: Class 15 contains 12751 members 
Mstep: Class 16 contains 14169 members 
Mstep: Class 17 contains 39300 members 
Mstep: Class 18 contains 56157 members 
Mstep: Class 19 contains 34351 members 
Mstep: Class 20 contains 17694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 27Q: 21 clusters Score -5.87623e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 27320 members 
Mstep: Class 4 contains 21461 members 
Mstep: Class 5 contains 10416 members 
Mstep: Class 6 contains 28045 members 
Mstep: Class 7 contains 90199 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 14276 members 
Mstep: Class 10 contains 24043 members 
Mstep: Class 11 contains 11713 members 
Mstep: Class 12 contains 146355 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 28184 members 
Mstep: Class 15 contains 13028 members 
Mstep: Class 16 contains 14382 members 
Mstep: Class 17 contains 39110 members 
Mstep: Class 18 contains 55555 members 
Mstep: Class 19 contains 34934 members 
Mstep: Class 20 contains 17978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 28Q: 21 clusters Score -5.876335e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 21467 members 
Mstep: Class 5 contains 10271 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 90157 members 
Mstep: Class 8 contains 14201 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 23981 members 
Mstep: Class 11 contains 11454 members 
Mstep: Class 12 contains 145759 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 28540 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 14563 members 
Mstep: Class 17 contains 38910 members 
Mstep: Class 18 contains 55115 members 
Mstep: Class 19 contains 35346 members 
Mstep: Class 20 contains 18195 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 29Q: 21 clusters Score -5.876433e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 27258 members 
Mstep: Class 4 contains 21487 members 
Mstep: Class 5 contains 10134 members 
Mstep: Class 6 contains 28293 members 
Mstep: Class 7 contains 90104 members 
Mstep: Class 8 contains 14125 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 11 contains 11209 members 
Mstep: Class 12 contains 145187 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 28905 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 38759 members 
Mstep: Class 18 contains 54767 members 
Mstep: Class 19 contains 35642 members 
Mstep: Class 20 contains 18385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 30Q: 21 clusters Score -5.876488e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 27235 members 
Mstep: Class 4 contains 21497 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 28381 members 
Mstep: Class 7 contains 90053 members 
Mstep: Class 8 contains 14045 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 23902 members 
Mstep: Class 11 contains 10987 members 
Mstep: Class 12 contains 144676 members 
Mstep: Class 13 contains 15581 members 
Mstep: Class 14 contains 29229 members 
Mstep: Class 15 contains 13860 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 38636 members 
Mstep: Class 18 contains 54490 members 
Mstep: Class 19 contains 35862 members 
Mstep: Class 20 contains 18578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58765428.000000 Penalty: 66204.000000
Iteration 31Q: 21 clusters Score -5.876543e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 21524 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 89972 members 
Mstep: Class 8 contains 13985 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 23858 members 
Mstep: Class 11 contains 10785 members 
Mstep: Class 12 contains 144197 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 14 contains 29550 members 
Mstep: Class 15 contains 14139 members 
Mstep: Class 16 contains 14967 members 
Mstep: Class 17 contains 38538 members 
Mstep: Class 18 contains 54316 members 
Mstep: Class 19 contains 35982 members 
Mstep: Class 20 contains 18749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58765716.000000 Penalty: 66204.000000
Iteration 32Q: 21 clusters Score -5.876572e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 27211 members 
Mstep: Class 4 contains 21555 members 
Mstep: Class 5 contains 9797 members 
Mstep: Class 6 contains 28481 members 
Mstep: Class 7 contains 89896 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 14561 members 
Mstep: Class 10 contains 23822 members 
Mstep: Class 11 contains 10603 members 
Mstep: Class 12 contains 143783 members 
Mstep: Class 13 contains 15919 members 
Mstep: Class 14 contains 29871 members 
Mstep: Class 15 contains 14416 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 38435 members 
Mstep: Class 18 contains 54173 members 
Mstep: Class 19 contains 36075 members 
Mstep: Class 20 contains 18851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58766284.000000 Penalty: 66204.000000
Iteration 33Q: 21 clusters Score -5.876628e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 27202 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 28516 members 
Mstep: Class 7 contains 89828 members 
Mstep: Class 8 contains 13869 members 
Mstep: Class 9 contains 14607 members 
Mstep: Class 10 contains 23784 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 143413 members 
Mstep: Class 13 contains 16082 members 
Mstep: Class 14 contains 30165 members 
Mstep: Class 15 contains 14665 members 
Mstep: Class 16 contains 15145 members 
Mstep: Class 17 contains 38352 members 
Mstep: Class 18 contains 54061 members 
Mstep: Class 19 contains 36132 members 
Mstep: Class 20 contains 18957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58766320.000000 Penalty: 66204.000000
Iteration 34Q: 21 clusters Score -5.876632e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 12830 members 
Mstep: Class 3 contains 27191 members 
Mstep: Class 4 contains 21656 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 28561 members 
Mstep: Class 7 contains 89758 members 
Mstep: Class 8 contains 13822 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 23749 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 143044 members 
Mstep: Class 13 contains 16228 members 
Mstep: Class 14 contains 30478 members 
Mstep: Class 15 contains 14914 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 38264 members 
Mstep: Class 18 contains 53970 members 
Mstep: Class 19 contains 36186 members 
Mstep: Class 20 contains 19050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58766580.000000 Penalty: 66204.000000
Iteration 35Q: 21 clusters Score -5.876658e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 27189 members 
Mstep: Class 4 contains 21684 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 89692 members 
Mstep: Class 8 contains 13769 members 
Mstep: Class 9 contains 14686 members 
Mstep: Class 10 contains 23726 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 142658 members 
Mstep: Class 13 contains 16332 members 
Mstep: Class 14 contains 30821 members 
Mstep: Class 15 contains 15139 members 
Mstep: Class 16 contains 15261 members 
Mstep: Class 17 contains 38202 members 
Mstep: Class 18 contains 53918 members 
Mstep: Class 19 contains 36224 members 
Mstep: Class 20 contains 19130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58766888.000000 Penalty: 66204.000000
Iteration 36Q: 21 clusters Score -5.876689e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 27176 members 
Mstep: Class 4 contains 21694 members 
Mstep: Class 5 contains 9340 members 
Mstep: Class 6 contains 28636 members 
Mstep: Class 7 contains 89648 members 
Mstep: Class 8 contains 13717 members 
Mstep: Class 9 contains 14716 members 
Mstep: Class 10 contains 23688 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 142320 members 
Mstep: Class 13 contains 16418 members 
Mstep: Class 14 contains 31121 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 16 contains 15313 members 
Mstep: Class 17 contains 38142 members 
Mstep: Class 18 contains 53854 members 
Mstep: Class 19 contains 36261 members 
Mstep: Class 20 contains 19210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58767048.000000 Penalty: 66204.000000
Iteration 37Q: 21 clusters Score -5.876705e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12814 members 
Mstep: Class 3 contains 27172 members 
Mstep: Class 4 contains 21695 members 
Mstep: Class 5 contains 9265 members 
Mstep: Class 6 contains 28652 members 
Mstep: Class 7 contains 89591 members 
Mstep: Class 8 contains 13675 members 
Mstep: Class 9 contains 14736 members 
Mstep: Class 10 contains 23643 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 141966 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 14 contains 31454 members 
Mstep: Class 15 contains 15551 members 
Mstep: Class 16 contains 15351 members 
Mstep: Class 17 contains 38100 members 
Mstep: Class 18 contains 53801 members 
Mstep: Class 19 contains 36298 members 
Mstep: Class 20 contains 19268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58767268.000000 Penalty: 66204.000000
Iteration 38Q: 21 clusters Score -5.876727e+07 nChanged 1412
Entering ConstructFrom: 
Score: -58767268.000000 Penalty: 66204.000000
Entering ConstructFrom: 
Trying to split cluster 1 (6876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Entering Unmasked Estep 
Score: -539350.687500 Penalty: 2191.276611
	Iteration 0F: 2 clusters Score -539350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -533774.812500 Penalty: 4382.553223
	Iteration 0F: 3 clusters Score -533774.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -536865.312500 Penalty: 4382.553223
	Iteration 1F: 3 clusters Score -536865.3 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -538835.625000 Penalty: 4382.553223
	Iteration 2F: 3 clusters Score -538835.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -540612.187500 Penalty: 4382.553223
	Iteration 3F: 3 clusters Score -540612.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -541850.937500 Penalty: 4382.553223
	Iteration 4F: 3 clusters Score -541850.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -542553.687500 Penalty: 4382.553223
	Iteration 5F: 3 clusters Score -542553.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -543043.875000 Penalty: 4382.553223
	Iteration 6Q: 3 clusters Score -543043.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -543396.125000 Penalty: 4382.553223
	Iteration 7Q: 3 clusters Score -543396.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -543615.250000 Penalty: 4382.553223
	Iteration 8Q: 3 clusters Score -543615.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -543720.312500 Penalty: 4382.553223
	Iteration 9Q: 3 clusters Score -543720.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -543778.437500 Penalty: 4382.553223
	Iteration 10Q: 3 clusters Score -543778.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -543809.312500 Penalty: 4382.553223
	Iteration 11Q: 3 clusters Score -543809.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -543824.750000 Penalty: 4382.553223
	Iteration 12Q: 3 clusters Score -543824.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -543836.125000 Penalty: 4382.553223
	Iteration 13Q: 3 clusters Score -543836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -543848.875000 Penalty: 4382.553223
	Iteration 14Q: 3 clusters Score -543848.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -543856.812500 Penalty: 4382.553223
	Iteration 15Q: 3 clusters Score -543856.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -543867.687500 Penalty: 4382.553223
	Iteration 16Q: 3 clusters Score -543867.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -543871.312500 Penalty: 4382.553223
	Iteration 17Q: 3 clusters Score -543871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -543874.312500 Penalty: 4382.553223
	Iteration 18Q: 3 clusters Score -543874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -543875.437500 Penalty: 4382.553223
	Iteration 19Q: 3 clusters Score -543875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -543878.437500 Penalty: 4382.553223
	Iteration 20F: 3 clusters Score -543878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -543882.187500 Penalty: 4382.553223
	Iteration 21Q: 3 clusters Score -543882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -543885.687500 Penalty: 4382.553223
	Iteration 22Q: 3 clusters Score -543885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -543888.812500 Penalty: 4382.553223
	Iteration 23Q: 3 clusters Score -543888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -543889.000000 Penalty: 4382.553223
	Iteration 24Q: 3 clusters Score -543889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -543888.937500 Penalty: 4382.553223
	Iteration 25Q: 3 clusters Score -543888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -543889.437500 Penalty: 4382.553223
	Iteration 26Q: 3 clusters Score -543889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -543889.937500 Penalty: 4382.553223
	Iteration 27Q: 3 clusters Score -543889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -543889.875000 Penalty: 4382.553223
	Iteration 28Q: 3 clusters Score -543889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -543890.000000 Penalty: 4382.553223
	Iteration 29Q: 3 clusters Score -543890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -543890.125000 Penalty: 4382.553223
	Iteration 30Q: 3 clusters Score -543890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -543890.375000 Penalty: 4382.553223
	Iteration 31Q: 3 clusters Score -543890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -543890.625000 Penalty: 4382.553223
	Iteration 32Q: 3 clusters Score -543890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -543892.312500 Penalty: 4382.553223
	Iteration 33Q: 3 clusters Score -543892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -543890.562500 Penalty: 4382.553223
	Iteration 34Q: 3 clusters Score -543890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -543890.937500 Penalty: 4382.553223
	Iteration 35Q: 3 clusters Score -543890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -543891.937500 Penalty: 4382.553223
	Iteration 36Q: 3 clusters Score -543891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -543891.625000 Penalty: 4382.553223
	Iteration 37Q: 3 clusters Score -543891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -543891.625000 Penalty: 4382.553223
	Iteration 38F: 3 clusters Score -543891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12806 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 21719 members 
Mstep: Class 5 contains 9195 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 89535 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Entering Unmasked Estep 
Score: -58770584.000000 Penalty: 69514.195312
Splitting cluster 1 changes total score from -58767268.000000 to -58770584.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (12806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Entering Unmasked Estep 
Score: -1121648.625000 Penalty: 2345.501953
	Iteration 0F: 2 clusters Score -1121649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1112301.875000 Penalty: 4691.003906
	Iteration 0F: 3 clusters Score -1112302 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1117359.625000 Penalty: 4691.003906
	Iteration 1F: 3 clusters Score -1117360 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1120647.000000 Penalty: 4691.003906
	Iteration 2F: 3 clusters Score -1120647 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1123216.125000 Penalty: 4691.003906
	Iteration 3F: 3 clusters Score -1123216 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1124224.500000 Penalty: 4691.003906
	Iteration 4F: 3 clusters Score -1124224 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1124596.000000 Penalty: 4691.003906
	Iteration 5Q: 3 clusters Score -1124596 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1124796.375000 Penalty: 4691.003906
	Iteration 6Q: 3 clusters Score -1124796 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1124943.125000 Penalty: 4691.003906
	Iteration 7Q: 3 clusters Score -1124943 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1125067.250000 Penalty: 4691.003906
	Iteration 8Q: 3 clusters Score -1125067 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1125158.500000 Penalty: 4691.003906
	Iteration 9Q: 3 clusters Score -1125158 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1125238.875000 Penalty: 4691.003906
	Iteration 10Q: 3 clusters Score -1125239 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1125294.125000 Penalty: 4691.003906
	Iteration 11Q: 3 clusters Score -1125294 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1125343.250000 Penalty: 4691.003906
	Iteration 12Q: 3 clusters Score -1125343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1125384.000000 Penalty: 4691.003906
	Iteration 13Q: 3 clusters Score -1125384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1125417.625000 Penalty: 4691.003906
	Iteration 14Q: 3 clusters Score -1125418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1125447.875000 Penalty: 4691.003906
	Iteration 15Q: 3 clusters Score -1125448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1125466.000000 Penalty: 4691.003906
	Iteration 16Q: 3 clusters Score -1125466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1125486.000000 Penalty: 4691.003906
	Iteration 17Q: 3 clusters Score -1125486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1125498.250000 Penalty: 4691.003906
	Iteration 18Q: 3 clusters Score -1125498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1125506.625000 Penalty: 4691.003906
	Iteration 19Q: 3 clusters Score -1125507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1125520.125000 Penalty: 4691.003906
	Iteration 20F: 3 clusters Score -1125520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1125532.125000 Penalty: 4691.003906
	Iteration 21Q: 3 clusters Score -1125532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1125541.500000 Penalty: 4691.003906
	Iteration 22Q: 3 clusters Score -1125542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1125552.000000 Penalty: 4691.003906
	Iteration 23Q: 3 clusters Score -1125552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1125564.375000 Penalty: 4691.003906
	Iteration 24Q: 3 clusters Score -1125564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1125571.750000 Penalty: 4691.003906
	Iteration 25Q: 3 clusters Score -1125572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1125579.125000 Penalty: 4691.003906
	Iteration 26Q: 3 clusters Score -1125579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1125587.625000 Penalty: 4691.003906
	Iteration 27Q: 3 clusters Score -1125588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1125600.125000 Penalty: 4691.003906
	Iteration 28Q: 3 clusters Score -1125600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1125604.625000 Penalty: 4691.003906
	Iteration 29Q: 3 clusters Score -1125605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1125610.000000 Penalty: 4691.003906
	Iteration 30Q: 3 clusters Score -1125610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1125611.250000 Penalty: 4691.003906
	Iteration 31Q: 3 clusters Score -1125611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1125615.750000 Penalty: 4691.003906
	Iteration 32Q: 3 clusters Score -1125616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1125620.250000 Penalty: 4691.003906
	Iteration 33Q: 3 clusters Score -1125620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1125622.625000 Penalty: 4691.003906
	Iteration 34Q: 3 clusters Score -1125623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1125622.375000 Penalty: 4691.003906
	Iteration 35Q: 3 clusters Score -1125622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1125623.250000 Penalty: 4691.003906
	Iteration 36Q: 3 clusters Score -1125623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1125622.125000 Penalty: 4691.003906
	Iteration 37Q: 3 clusters Score -1125622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1125621.000000 Penalty: 4691.003906
	Iteration 38Q: 3 clusters Score -1125621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1125622.250000 Penalty: 4691.003906
	Iteration 39Q: 3 clusters Score -1125622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1125622.250000 Penalty: 4691.003906
	Iteration 40F: 3 clusters Score -1125622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 21719 members 
Mstep: Class 5 contains 9195 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 89535 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Entering Unmasked Estep 
Score: -58773536.000000 Penalty: 72824.398438
Splitting cluster 2 changes total score from -58767268.000000 to -58773536.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (27160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Entering Unmasked Estep 
Score: -2636903.500000 Penalty: 2531.956055
	Iteration 0F: 2 clusters Score -2636904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2618163.000000 Penalty: 5063.912109
	Iteration 0F: 3 clusters Score -2618163 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2624750.250000 Penalty: 5063.912109
	Iteration 1F: 3 clusters Score -2624750 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2625236.250000 Penalty: 5063.912109
	Iteration 2F: 3 clusters Score -2625236 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2625649.750000 Penalty: 5063.912109
	Iteration 3Q: 3 clusters Score -2625650 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2626105.250000 Penalty: 5063.912109
	Iteration 4Q: 3 clusters Score -2626105 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2626634.500000 Penalty: 5063.912109
	Iteration 5Q: 3 clusters Score -2626634 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2627272.250000 Penalty: 5063.912109
	Iteration 6Q: 3 clusters Score -2627272 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2628041.000000 Penalty: 5063.912109
	Iteration 7F: 3 clusters Score -2628041 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2628874.500000 Penalty: 5063.912109
	Iteration 8F: 3 clusters Score -2628874 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2629624.500000 Penalty: 5063.912109
	Iteration 9F: 3 clusters Score -2629624 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2630235.500000 Penalty: 5063.912109
	Iteration 10Q: 3 clusters Score -2630236 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2630751.500000 Penalty: 5063.912109
	Iteration 11Q: 3 clusters Score -2630752 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2631181.750000 Penalty: 5063.912109
	Iteration 12Q: 3 clusters Score -2631182 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2631570.000000 Penalty: 5063.912109
	Iteration 13Q: 3 clusters Score -2631570 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2631960.500000 Penalty: 5063.912109
	Iteration 14Q: 3 clusters Score -2631960 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2632342.750000 Penalty: 5063.912109
	Iteration 15Q: 3 clusters Score -2632343 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2632710.750000 Penalty: 5063.912109
	Iteration 16Q: 3 clusters Score -2632711 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2633059.000000 Penalty: 5063.912109
	Iteration 17Q: 3 clusters Score -2633059 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2633350.500000 Penalty: 5063.912109
	Iteration 18Q: 3 clusters Score -2633350 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2633598.500000 Penalty: 5063.912109
	Iteration 19Q: 3 clusters Score -2633598 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2633797.750000 Penalty: 5063.912109
	Iteration 20F: 3 clusters Score -2633798 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2633976.500000 Penalty: 5063.912109
	Iteration 21Q: 3 clusters Score -2633976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2634089.750000 Penalty: 5063.912109
	Iteration 22Q: 3 clusters Score -2634090 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2634198.000000 Penalty: 5063.912109
	Iteration 23Q: 3 clusters Score -2634198 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2634280.750000 Penalty: 5063.912109
	Iteration 24Q: 3 clusters Score -2634281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2634332.750000 Penalty: 5063.912109
	Iteration 25Q: 3 clusters Score -2634333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2634387.500000 Penalty: 5063.912109
	Iteration 26Q: 3 clusters Score -2634388 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2634443.750000 Penalty: 5063.912109
	Iteration 27Q: 3 clusters Score -2634444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2634478.750000 Penalty: 5063.912109
	Iteration 28Q: 3 clusters Score -2634479 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2634509.000000 Penalty: 5063.912109
	Iteration 29Q: 3 clusters Score -2634509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2634539.000000 Penalty: 5063.912109
	Iteration 30Q: 3 clusters Score -2634539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2634563.000000 Penalty: 5063.912109
	Iteration 31Q: 3 clusters Score -2634563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2634587.000000 Penalty: 5063.912109
	Iteration 32Q: 3 clusters Score -2634587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2634622.250000 Penalty: 5063.912109
	Iteration 33Q: 3 clusters Score -2634622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2634640.750000 Penalty: 5063.912109
	Iteration 34Q: 3 clusters Score -2634641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2634665.000000 Penalty: 5063.912109
	Iteration 35Q: 3 clusters Score -2634665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2634688.750000 Penalty: 5063.912109
	Iteration 36Q: 3 clusters Score -2634689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2634708.250000 Penalty: 5063.912109
	Iteration 37Q: 3 clusters Score -2634708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2634720.000000 Penalty: 5063.912109
	Iteration 38Q: 3 clusters Score -2634720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2634733.250000 Penalty: 5063.912109
	Iteration 39Q: 3 clusters Score -2634733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2634740.250000 Penalty: 5063.912109
	Iteration 40F: 3 clusters Score -2634740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2634757.500000 Penalty: 5063.912109
	Iteration 41Q: 3 clusters Score -2634758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2634766.000000 Penalty: 5063.912109
	Iteration 42Q: 3 clusters Score -2634766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2634777.750000 Penalty: 5063.912109
	Iteration 43Q: 3 clusters Score -2634778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2634783.000000 Penalty: 5063.912109
	Iteration 44Q: 3 clusters Score -2634783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2634787.500000 Penalty: 5063.912109
	Iteration 45Q: 3 clusters Score -2634788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2634784.000000 Penalty: 5063.912109
	Iteration 46Q: 3 clusters Score -2634784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2634792.750000 Penalty: 5063.912109
	Iteration 47Q: 3 clusters Score -2634793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2634792.500000 Penalty: 5063.912109
	Iteration 48Q: 3 clusters Score -2634792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2634793.500000 Penalty: 5063.912109
	Iteration 49Q: 3 clusters Score -2634794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2634799.250000 Penalty: 5063.912109
	Iteration 50Q: 3 clusters Score -2634799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2634797.000000 Penalty: 5063.912109
	Iteration 51Q: 3 clusters Score -2634797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2634801.000000 Penalty: 5063.912109
	Iteration 52Q: 3 clusters Score -2634801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2634802.750000 Penalty: 5063.912109
	Iteration 53Q: 3 clusters Score -2634803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2634803.750000 Penalty: 5063.912109
	Iteration 54Q: 3 clusters Score -2634804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2634806.000000 Penalty: 5063.912109
	Iteration 55Q: 3 clusters Score -2634806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2634809.000000 Penalty: 5063.912109
	Iteration 56Q: 3 clusters Score -2634809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2634808.000000 Penalty: 5063.912109
	Iteration 57Q: 3 clusters Score -2634808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2634807.750000 Penalty: 5063.912109
	Iteration 58Q: 3 clusters Score -2634808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2634807.750000 Penalty: 5063.912109
	Iteration 59F: 3 clusters Score -2634808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Entering Unmasked Estep 
Score: -1973386.375000 Penalty: 2476.513916
	Iteration 0F: 2 clusters Score -1973386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1958202.125000 Penalty: 4953.027832
	Iteration 0F: 3 clusters Score -1958202 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1963699.125000 Penalty: 4953.027832
	Iteration 1F: 3 clusters Score -1963699 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1964783.750000 Penalty: 4953.027832
	Iteration 2F: 3 clusters Score -1964784 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1966099.125000 Penalty: 4953.027832
	Iteration 3F: 3 clusters Score -1966099 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1967520.750000 Penalty: 4953.027832
	Iteration 4F: 3 clusters Score -1967521 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1968894.875000 Penalty: 4953.027832
	Iteration 5F: 3 clusters Score -1968895 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1969979.250000 Penalty: 4953.027832
	Iteration 6F: 3 clusters Score -1969979 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1970663.000000 Penalty: 4953.027832
	Iteration 7F: 3 clusters Score -1970663 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1971099.625000 Penalty: 4953.027832
	Iteration 8Q: 3 clusters Score -1971100 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1971420.250000 Penalty: 4953.027832
	Iteration 9Q: 3 clusters Score -1971420 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1971664.375000 Penalty: 4953.027832
	Iteration 10Q: 3 clusters Score -1971664 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1971857.875000 Penalty: 4953.027832
	Iteration 11Q: 3 clusters Score -1971858 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1972015.250000 Penalty: 4953.027832
	Iteration 12Q: 3 clusters Score -1972015 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1972168.875000 Penalty: 4953.027832
	Iteration 13Q: 3 clusters Score -1972169 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1972325.375000 Penalty: 4953.027832
	Iteration 14Q: 3 clusters Score -1972325 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1972487.875000 Penalty: 4953.027832
	Iteration 15Q: 3 clusters Score -1972488 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1972643.750000 Penalty: 4953.027832
	Iteration 16Q: 3 clusters Score -1972644 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1972809.000000 Penalty: 4953.027832
	Iteration 17Q: 3 clusters Score -1972809 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1972959.375000 Penalty: 4953.027832
	Iteration 18Q: 3 clusters Score -1972959 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1973089.000000 Penalty: 4953.027832
	Iteration 19Q: 3 clusters Score -1973089 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1973206.375000 Penalty: 4953.027832
	Iteration 20F: 3 clusters Score -1973206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1973316.875000 Penalty: 4953.027832
	Iteration 21Q: 3 clusters Score -1973317 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1973407.000000 Penalty: 4953.027832
	Iteration 22Q: 3 clusters Score -1973407 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1973493.250000 Penalty: 4953.027832
	Iteration 23Q: 3 clusters Score -1973493 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1973570.250000 Penalty: 4953.027832
	Iteration 24Q: 3 clusters Score -1973570 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1973631.000000 Penalty: 4953.027832
	Iteration 25Q: 3 clusters Score -1973631 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1973699.625000 Penalty: 4953.027832
	Iteration 26Q: 3 clusters Score -1973700 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1973764.500000 Penalty: 4953.027832
	Iteration 27Q: 3 clusters Score -1973764 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1973807.625000 Penalty: 4953.027832
	Iteration 28Q: 3 clusters Score -1973808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1973855.625000 Penalty: 4953.027832
	Iteration 29Q: 3 clusters Score -1973856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1973891.125000 Penalty: 4953.027832
	Iteration 30Q: 3 clusters Score -1973891 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1973909.250000 Penalty: 4953.027832
	Iteration 31Q: 3 clusters Score -1973909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1973940.125000 Penalty: 4953.027832
	Iteration 32Q: 3 clusters Score -1973940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1973966.750000 Penalty: 4953.027832
	Iteration 33Q: 3 clusters Score -1973967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1974004.750000 Penalty: 4953.027832
	Iteration 34Q: 3 clusters Score -1974005 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1974050.375000 Penalty: 4953.027832
	Iteration 35Q: 3 clusters Score -1974050 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1974094.625000 Penalty: 4953.027832
	Iteration 36Q: 3 clusters Score -1974095 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1974165.250000 Penalty: 4953.027832
	Iteration 37Q: 3 clusters Score -1974165 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1974263.125000 Penalty: 4953.027832
	Iteration 38Q: 3 clusters Score -1974263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1974353.875000 Penalty: 4953.027832
	Iteration 39Q: 3 clusters Score -1974354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1974455.000000 Penalty: 4953.027832
	Iteration 40F: 3 clusters Score -1974455 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1974543.500000 Penalty: 4953.027832
	Iteration 41Q: 3 clusters Score -1974544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1974584.750000 Penalty: 4953.027832
	Iteration 42Q: 3 clusters Score -1974585 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1974621.125000 Penalty: 4953.027832
	Iteration 43Q: 3 clusters Score -1974621 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1974657.500000 Penalty: 4953.027832
	Iteration 44Q: 3 clusters Score -1974658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1974674.500000 Penalty: 4953.027832
	Iteration 45Q: 3 clusters Score -1974674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1974684.000000 Penalty: 4953.027832
	Iteration 46Q: 3 clusters Score -1974684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1974696.000000 Penalty: 4953.027832
	Iteration 47Q: 3 clusters Score -1974696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1974703.000000 Penalty: 4953.027832
	Iteration 48Q: 3 clusters Score -1974703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1974708.750000 Penalty: 4953.027832
	Iteration 49Q: 3 clusters Score -1974709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1974712.625000 Penalty: 4953.027832
	Iteration 50Q: 3 clusters Score -1974713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1974712.375000 Penalty: 4953.027832
	Iteration 51Q: 3 clusters Score -1974712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1974728.750000 Penalty: 4953.027832
	Iteration 52Q: 3 clusters Score -1974729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1974733.000000 Penalty: 4953.027832
	Iteration 53Q: 3 clusters Score -1974733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1974732.625000 Penalty: 4953.027832
	Iteration 54Q: 3 clusters Score -1974733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1974737.000000 Penalty: 4953.027832
	Iteration 55Q: 3 clusters Score -1974737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1974747.750000 Penalty: 4953.027832
	Iteration 56Q: 3 clusters Score -1974748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1974744.250000 Penalty: 4953.027832
	Iteration 57Q: 3 clusters Score -1974744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1974754.875000 Penalty: 4953.027832
	Iteration 58Q: 3 clusters Score -1974755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1974755.500000 Penalty: 4953.027832
	Iteration 59Q: 3 clusters Score -1974756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1974755.625000 Penalty: 4953.027832
	Iteration 60F: 3 clusters Score -1974756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1974765.500000 Penalty: 4953.027832
	Iteration 61Q: 3 clusters Score -1974766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1974769.750000 Penalty: 4953.027832
	Iteration 62Q: 3 clusters Score -1974770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1974779.500000 Penalty: 4953.027832
	Iteration 63Q: 3 clusters Score -1974780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1974783.500000 Penalty: 4953.027832
	Iteration 64Q: 3 clusters Score -1974784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1974788.500000 Penalty: 4953.027832
	Iteration 65Q: 3 clusters Score -1974788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1974793.375000 Penalty: 4953.027832
	Iteration 66Q: 3 clusters Score -1974793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1974794.875000 Penalty: 4953.027832
	Iteration 67Q: 3 clusters Score -1974795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1974793.750000 Penalty: 4953.027832
	Iteration 68Q: 3 clusters Score -1974794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1974798.750000 Penalty: 4953.027832
	Iteration 69Q: 3 clusters Score -1974799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1974802.250000 Penalty: 4953.027832
	Iteration 70Q: 3 clusters Score -1974802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1974805.500000 Penalty: 4953.027832
	Iteration 71Q: 3 clusters Score -1974806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1974801.000000 Penalty: 4953.027832
	Iteration 72Q: 3 clusters Score -1974801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1974801.500000 Penalty: 4953.027832
	Iteration 73Q: 3 clusters Score -1974802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1974802.750000 Penalty: 4953.027832
	Iteration 74Q: 3 clusters Score -1974803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1974802.000000 Penalty: 4953.027832
	Iteration 75Q: 3 clusters Score -1974802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1974802.125000 Penalty: 4953.027832
	Iteration 76Q: 3 clusters Score -1974802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1974802.125000 Penalty: 4953.027832
	Iteration 77F: 3 clusters Score -1974802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 9195 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 89535 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Entering Unmasked Estep 
Score: -58774300.000000 Penalty: 76134.593750
Splitting cluster 4 changes total score from -58767268.000000 to -58774300.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -815801.375000 Penalty: 2263.351074
	Iteration 0F: 2 clusters Score -815801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -808625.187500 Penalty: 4526.702148
	Iteration 0F: 3 clusters Score -808625.2 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -811008.000000 Penalty: 4526.702148
	Iteration 1F: 3 clusters Score -811008 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -811653.625000 Penalty: 4526.702148
	Iteration 2F: 3 clusters Score -811653.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -812349.812500 Penalty: 4526.702148
	Iteration 3F: 3 clusters Score -812349.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -813196.750000 Penalty: 4526.702148
	Iteration 4F: 3 clusters Score -813196.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -814029.875000 Penalty: 4526.702148
	Iteration 5F: 3 clusters Score -814029.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -814684.875000 Penalty: 4526.702148
	Iteration 6F: 3 clusters Score -814684.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -815078.812500 Penalty: 4526.702148
	Iteration 7F: 3 clusters Score -815078.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -815309.187500 Penalty: 4526.702148
	Iteration 8Q: 3 clusters Score -815309.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -815487.375000 Penalty: 4526.702148
	Iteration 9Q: 3 clusters Score -815487.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -815637.312500 Penalty: 4526.702148
	Iteration 10Q: 3 clusters Score -815637.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -815772.687500 Penalty: 4526.702148
	Iteration 11Q: 3 clusters Score -815772.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -815875.250000 Penalty: 4526.702148
	Iteration 12Q: 3 clusters Score -815875.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -815960.250000 Penalty: 4526.702148
	Iteration 13Q: 3 clusters Score -815960.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -816027.000000 Penalty: 4526.702148
	Iteration 14Q: 3 clusters Score -816027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -816080.250000 Penalty: 4526.702148
	Iteration 15Q: 3 clusters Score -816080.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -816119.875000 Penalty: 4526.702148
	Iteration 16Q: 3 clusters Score -816119.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -816145.437500 Penalty: 4526.702148
	Iteration 17Q: 3 clusters Score -816145.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -816161.125000 Penalty: 4526.702148
	Iteration 18Q: 3 clusters Score -816161.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -816174.937500 Penalty: 4526.702148
	Iteration 19Q: 3 clusters Score -816174.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -816190.937500 Penalty: 4526.702148
	Iteration 20F: 3 clusters Score -816190.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -816203.125000 Penalty: 4526.702148
	Iteration 21Q: 3 clusters Score -816203.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -816220.375000 Penalty: 4526.702148
	Iteration 22Q: 3 clusters Score -816220.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -816232.562500 Penalty: 4526.702148
	Iteration 23Q: 3 clusters Score -816232.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -816239.812500 Penalty: 4526.702148
	Iteration 24Q: 3 clusters Score -816239.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -816249.375000 Penalty: 4526.702148
	Iteration 25Q: 3 clusters Score -816249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -816255.937500 Penalty: 4526.702148
	Iteration 26Q: 3 clusters Score -816255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -816263.687500 Penalty: 4526.702148
	Iteration 27Q: 3 clusters Score -816263.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -816265.000000 Penalty: 4526.702148
	Iteration 28Q: 3 clusters Score -816265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -816270.875000 Penalty: 4526.702148
	Iteration 29Q: 3 clusters Score -816270.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -816274.000000 Penalty: 4526.702148
	Iteration 30Q: 3 clusters Score -816274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -816278.750000 Penalty: 4526.702148
	Iteration 31Q: 3 clusters Score -816278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -816278.937500 Penalty: 4526.702148
	Iteration 32Q: 3 clusters Score -816278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -816281.000000 Penalty: 4526.702148
	Iteration 33Q: 3 clusters Score -816281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -816283.250000 Penalty: 4526.702148
	Iteration 34Q: 3 clusters Score -816283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -816283.375000 Penalty: 4526.702148
	Iteration 35Q: 3 clusters Score -816283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -816285.625000 Penalty: 4526.702148
	Iteration 36Q: 3 clusters Score -816285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -816289.812500 Penalty: 4526.702148
	Iteration 37Q: 3 clusters Score -816289.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -816292.000000 Penalty: 4526.702148
	Iteration 38Q: 3 clusters Score -816292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -816295.312500 Penalty: 4526.702148
	Iteration 39Q: 3 clusters Score -816295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -816294.625000 Penalty: 4526.702148
	Iteration 40F: 3 clusters Score -816294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -816297.875000 Penalty: 4526.702148
	Iteration 41Q: 3 clusters Score -816297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -816300.625000 Penalty: 4526.702148
	Iteration 42Q: 3 clusters Score -816300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -816299.812500 Penalty: 4526.702148
	Iteration 43Q: 3 clusters Score -816299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -816300.125000 Penalty: 4526.702148
	Iteration 44Q: 3 clusters Score -816300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -816300.125000 Penalty: 4526.702148
	Iteration 45F: 3 clusters Score -816300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 89535 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Entering Unmasked Estep 
Score: -58773608.000000 Penalty: 79444.796875
Splitting cluster 5 changes total score from -58767268.000000 to -58773608.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (28681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Entering Unmasked Estep 
Score: -2872921.500000 Penalty: 2545.469727
	Iteration 0F: 2 clusters Score -2872922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2853050.000000 Penalty: 5090.939453
	Iteration 0F: 3 clusters Score -2853050 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2860201.250000 Penalty: 5090.939453
	Iteration 1F: 3 clusters Score -2860201 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2860652.750000 Penalty: 5090.939453
	Iteration 2Q: 3 clusters Score -2860653 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2861013.250000 Penalty: 5090.939453
	Iteration 3Q: 3 clusters Score -2861013 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2861344.750000 Penalty: 5090.939453
	Iteration 4Q: 3 clusters Score -2861345 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2861637.750000 Penalty: 5090.939453
	Iteration 5Q: 3 clusters Score -2861638 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2861959.000000 Penalty: 5090.939453
	Iteration 6Q: 3 clusters Score -2861959 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2862249.250000 Penalty: 5090.939453
	Iteration 7Q: 3 clusters Score -2862249 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2862539.000000 Penalty: 5090.939453
	Iteration 8Q: 3 clusters Score -2862539 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2862844.000000 Penalty: 5090.939453
	Iteration 9Q: 3 clusters Score -2862844 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2863186.750000 Penalty: 5090.939453
	Iteration 10Q: 3 clusters Score -2863187 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2863585.250000 Penalty: 5090.939453
	Iteration 11Q: 3 clusters Score -2863585 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2863990.250000 Penalty: 5090.939453
	Iteration 12Q: 3 clusters Score -2863990 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2864427.000000 Penalty: 5090.939453
	Iteration 13Q: 3 clusters Score -2864427 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2864934.500000 Penalty: 5090.939453
	Iteration 14Q: 3 clusters Score -2864934 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2865410.250000 Penalty: 5090.939453
	Iteration 15Q: 3 clusters Score -2865410 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2865858.250000 Penalty: 5090.939453
	Iteration 16Q: 3 clusters Score -2865858 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2866264.250000 Penalty: 5090.939453
	Iteration 17Q: 3 clusters Score -2866264 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2866587.750000 Penalty: 5090.939453
	Iteration 18Q: 3 clusters Score -2866588 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2866847.250000 Penalty: 5090.939453
	Iteration 19Q: 3 clusters Score -2866847 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2867047.750000 Penalty: 5090.939453
	Iteration 20F: 3 clusters Score -2867048 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2867255.000000 Penalty: 5090.939453
	Iteration 21Q: 3 clusters Score -2867255 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2867474.750000 Penalty: 5090.939453
	Iteration 22Q: 3 clusters Score -2867475 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2867710.250000 Penalty: 5090.939453
	Iteration 23Q: 3 clusters Score -2867710 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2867923.500000 Penalty: 5090.939453
	Iteration 24Q: 3 clusters Score -2867924 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2868137.500000 Penalty: 5090.939453
	Iteration 25Q: 3 clusters Score -2868138 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2868344.250000 Penalty: 5090.939453
	Iteration 26Q: 3 clusters Score -2868344 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2868553.250000 Penalty: 5090.939453
	Iteration 27Q: 3 clusters Score -2868553 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2868780.750000 Penalty: 5090.939453
	Iteration 28Q: 3 clusters Score -2868781 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2869034.250000 Penalty: 5090.939453
	Iteration 29Q: 3 clusters Score -2869034 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2869275.250000 Penalty: 5090.939453
	Iteration 30Q: 3 clusters Score -2869275 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2869503.750000 Penalty: 5090.939453
	Iteration 31Q: 3 clusters Score -2869504 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2869760.500000 Penalty: 5090.939453
	Iteration 32Q: 3 clusters Score -2869760 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2869994.500000 Penalty: 5090.939453
	Iteration 33Q: 3 clusters Score -2869994 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2870154.250000 Penalty: 5090.939453
	Iteration 34Q: 3 clusters Score -2870154 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2870291.000000 Penalty: 5090.939453
	Iteration 35Q: 3 clusters Score -2870291 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2870400.750000 Penalty: 5090.939453
	Iteration 36Q: 3 clusters Score -2870401 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2870498.000000 Penalty: 5090.939453
	Iteration 37Q: 3 clusters Score -2870498 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2870596.500000 Penalty: 5090.939453
	Iteration 38Q: 3 clusters Score -2870596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2870673.000000 Penalty: 5090.939453
	Iteration 39Q: 3 clusters Score -2870673 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2870764.250000 Penalty: 5090.939453
	Iteration 40F: 3 clusters Score -2870764 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2870860.000000 Penalty: 5090.939453
	Iteration 41Q: 3 clusters Score -2870860 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2870952.000000 Penalty: 5090.939453
	Iteration 42Q: 3 clusters Score -2870952 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2871021.500000 Penalty: 5090.939453
	Iteration 43Q: 3 clusters Score -2871022 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2871108.250000 Penalty: 5090.939453
	Iteration 44Q: 3 clusters Score -2871108 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2871181.000000 Penalty: 5090.939453
	Iteration 45Q: 3 clusters Score -2871181 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2871230.500000 Penalty: 5090.939453
	Iteration 46Q: 3 clusters Score -2871230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2871257.500000 Penalty: 5090.939453
	Iteration 47Q: 3 clusters Score -2871258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2871300.000000 Penalty: 5090.939453
	Iteration 48Q: 3 clusters Score -2871300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2871332.250000 Penalty: 5090.939453
	Iteration 49Q: 3 clusters Score -2871332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2871366.500000 Penalty: 5090.939453
	Iteration 50Q: 3 clusters Score -2871366 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2871392.500000 Penalty: 5090.939453
	Iteration 51Q: 3 clusters Score -2871392 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2871423.000000 Penalty: 5090.939453
	Iteration 52Q: 3 clusters Score -2871423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2871436.750000 Penalty: 5090.939453
	Iteration 53Q: 3 clusters Score -2871437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2871464.750000 Penalty: 5090.939453
	Iteration 54Q: 3 clusters Score -2871465 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2871482.250000 Penalty: 5090.939453
	Iteration 55Q: 3 clusters Score -2871482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2871507.500000 Penalty: 5090.939453
	Iteration 56Q: 3 clusters Score -2871508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2871526.250000 Penalty: 5090.939453
	Iteration 57Q: 3 clusters Score -2871526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2871531.000000 Penalty: 5090.939453
	Iteration 58Q: 3 clusters Score -2871531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2871544.250000 Penalty: 5090.939453
	Iteration 59Q: 3 clusters Score -2871544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2871550.250000 Penalty: 5090.939453
	Iteration 60F: 3 clusters Score -2871550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2871564.750000 Penalty: 5090.939453
	Iteration 61Q: 3 clusters Score -2871565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2871573.250000 Penalty: 5090.939453
	Iteration 62Q: 3 clusters Score -2871573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2871574.000000 Penalty: 5090.939453
	Iteration 63Q: 3 clusters Score -2871574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2871591.500000 Penalty: 5090.939453
	Iteration 64Q: 3 clusters Score -2871592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2871592.250000 Penalty: 5090.939453
	Iteration 65Q: 3 clusters Score -2871592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2871600.000000 Penalty: 5090.939453
	Iteration 66Q: 3 clusters Score -2871600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2871597.000000 Penalty: 5090.939453
	Iteration 67Q: 3 clusters Score -2871597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2871602.000000 Penalty: 5090.939453
	Iteration 68Q: 3 clusters Score -2871602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2871609.000000 Penalty: 5090.939453
	Iteration 69Q: 3 clusters Score -2871609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2871614.250000 Penalty: 5090.939453
	Iteration 70Q: 3 clusters Score -2871614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2871616.000000 Penalty: 5090.939453
	Iteration 71Q: 3 clusters Score -2871616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2871613.500000 Penalty: 5090.939453
	Iteration 72Q: 3 clusters Score -2871614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2871615.750000 Penalty: 5090.939453
	Iteration 73Q: 3 clusters Score -2871616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2871611.750000 Penalty: 5090.939453
	Iteration 74Q: 3 clusters Score -2871612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2871618.000000 Penalty: 5090.939453
	Iteration 75Q: 3 clusters Score -2871618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2871621.000000 Penalty: 5090.939453
	Iteration 76Q: 3 clusters Score -2871621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2871624.250000 Penalty: 5090.939453
	Iteration 77Q: 3 clusters Score -2871624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2871626.750000 Penalty: 5090.939453
	Iteration 78Q: 3 clusters Score -2871627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2871628.500000 Penalty: 5090.939453
	Iteration 79Q: 3 clusters Score -2871628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2871627.250000 Penalty: 5090.939453
	Iteration 80F: 3 clusters Score -2871627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2871629.000000 Penalty: 5090.939453
	Iteration 81Q: 3 clusters Score -2871629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2871629.000000 Penalty: 5090.939453
	Iteration 82Q: 3 clusters Score -2871629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2871627.000000 Penalty: 5090.939453
	Iteration 83Q: 3 clusters Score -2871627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2871628.000000 Penalty: 5090.939453
	Iteration 84Q: 3 clusters Score -2871628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2871628.000000 Penalty: 5090.939453
	Iteration 85F: 3 clusters Score -2871628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Entering Unmasked Estep 
Score: -8669510.000000 Penalty: 2827.791504
	Iteration 0F: 2 clusters Score -8669510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8609911.000000 Penalty: 5655.583008
	Iteration 0F: 3 clusters Score -8609911 nChanged 42126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -8635972.000000 Penalty: 5655.583008
	Iteration 1F: 3 clusters Score -8635972 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -8641081.000000 Penalty: 5655.583008
	Iteration 2F: 3 clusters Score -8641081 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -8648452.000000 Penalty: 5655.583008
	Iteration 3F: 3 clusters Score -8648452 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -8655450.000000 Penalty: 5655.583008
	Iteration 4F: 3 clusters Score -8655450 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -8660220.000000 Penalty: 5655.583008
	Iteration 5F: 3 clusters Score -8660220 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -8663065.000000 Penalty: 5655.583008
	Iteration 6F: 3 clusters Score -8663065 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8664562.000000 Penalty: 5655.583008
	Iteration 7Q: 3 clusters Score -8664562 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -8665408.000000 Penalty: 5655.583008
	Iteration 8Q: 3 clusters Score -8665408 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -8665939.000000 Penalty: 5655.583008
	Iteration 9Q: 3 clusters Score -8665939 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -8666359.000000 Penalty: 5655.583008
	Iteration 10Q: 3 clusters Score -8666359 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8666794.000000 Penalty: 5655.583008
	Iteration 11Q: 3 clusters Score -8666794 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8667187.000000 Penalty: 5655.583008
	Iteration 12Q: 3 clusters Score -8667187 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -8667574.000000 Penalty: 5655.583008
	Iteration 13Q: 3 clusters Score -8667574 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8667914.000000 Penalty: 5655.583008
	Iteration 14Q: 3 clusters Score -8667914 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -8668277.000000 Penalty: 5655.583008
	Iteration 15Q: 3 clusters Score -8668277 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -8668636.000000 Penalty: 5655.583008
	Iteration 16Q: 3 clusters Score -8668636 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -8668948.000000 Penalty: 5655.583008
	Iteration 17Q: 3 clusters Score -8668948 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8669271.000000 Penalty: 5655.583008
	Iteration 18Q: 3 clusters Score -8669271 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8669649.000000 Penalty: 5655.583008
	Iteration 19Q: 3 clusters Score -8669649 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8670043.000000 Penalty: 5655.583008
	Iteration 20F: 3 clusters Score -8670043 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -8670251.000000 Penalty: 5655.583008
	Iteration 21Q: 3 clusters Score -8670251 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -8670595.000000 Penalty: 5655.583008
	Iteration 22Q: 3 clusters Score -8670595 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8670962.000000 Penalty: 5655.583008
	Iteration 23Q: 3 clusters Score -8670962 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -8671316.000000 Penalty: 5655.583008
	Iteration 24Q: 3 clusters Score -8671316 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8671813.000000 Penalty: 5655.583008
	Iteration 25Q: 3 clusters Score -8671813 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8672339.000000 Penalty: 5655.583008
	Iteration 26Q: 3 clusters Score -8672339 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8673030.000000 Penalty: 5655.583008
	Iteration 27Q: 3 clusters Score -8673030 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8673920.000000 Penalty: 5655.583008
	Iteration 28Q: 3 clusters Score -8673920 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -8674983.000000 Penalty: 5655.583008
	Iteration 29Q: 3 clusters Score -8674983 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -8675955.000000 Penalty: 5655.583008
	Iteration 30Q: 3 clusters Score -8675955 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -8676726.000000 Penalty: 5655.583008
	Iteration 31Q: 3 clusters Score -8676726 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -8677178.000000 Penalty: 5655.583008
	Iteration 32Q: 3 clusters Score -8677178 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8677360.000000 Penalty: 5655.583008
	Iteration 33Q: 3 clusters Score -8677360 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -8677482.000000 Penalty: 5655.583008
	Iteration 34Q: 3 clusters Score -8677482 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -8677584.000000 Penalty: 5655.583008
	Iteration 35Q: 3 clusters Score -8677584 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8677704.000000 Penalty: 5655.583008
	Iteration 36Q: 3 clusters Score -8677704 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -8677691.000000 Penalty: 5655.583008
	Iteration 37Q: 3 clusters Score -8677691 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -8677710.000000 Penalty: 5655.583008
	Iteration 38Q: 3 clusters Score -8677710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8677751.000000 Penalty: 5655.583008
	Iteration 39Q: 3 clusters Score -8677751 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -8677773.000000 Penalty: 5655.583008
	Iteration 40F: 3 clusters Score -8677773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -8677781.000000 Penalty: 5655.583008
	Iteration 41Q: 3 clusters Score -8677781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -8677770.000000 Penalty: 5655.583008
	Iteration 42Q: 3 clusters Score -8677770 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -8677804.000000 Penalty: 5655.583008
	Iteration 43Q: 3 clusters Score -8677804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -8677793.000000 Penalty: 5655.583008
	Iteration 44Q: 3 clusters Score -8677793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -8677802.000000 Penalty: 5655.583008
	Iteration 45Q: 3 clusters Score -8677802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -8677810.000000 Penalty: 5655.583008
	Iteration 46Q: 3 clusters Score -8677810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -8677799.000000 Penalty: 5655.583008
	Iteration 47Q: 3 clusters Score -8677799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -8677792.000000 Penalty: 5655.583008
	Iteration 48Q: 3 clusters Score -8677792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -8677811.000000 Penalty: 5655.583008
	Iteration 49Q: 3 clusters Score -8677811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -8677818.000000 Penalty: 5655.583008
	Iteration 50Q: 3 clusters Score -8677818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -8677838.000000 Penalty: 5655.583008
	Iteration 51Q: 3 clusters Score -8677838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -8677832.000000 Penalty: 5655.583008
	Iteration 52Q: 3 clusters Score -8677832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -8677838.000000 Penalty: 5655.583008
	Iteration 53Q: 3 clusters Score -8677838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -8677845.000000 Penalty: 5655.583008
	Iteration 54Q: 3 clusters Score -8677845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -8677868.000000 Penalty: 5655.583008
	Iteration 55Q: 3 clusters Score -8677868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -8677860.000000 Penalty: 5655.583008
	Iteration 56Q: 3 clusters Score -8677860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -8677893.000000 Penalty: 5655.583008
	Iteration 57Q: 3 clusters Score -8677893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -8677937.000000 Penalty: 5655.583008
	Iteration 58Q: 3 clusters Score -8677937 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8678024.000000 Penalty: 5655.583008
	Iteration 59Q: 3 clusters Score -8678024 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -8678041.000000 Penalty: 5655.583008
	Iteration 60F: 3 clusters Score -8678041 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -8678114.000000 Penalty: 5655.583008
	Iteration 61Q: 3 clusters Score -8678114 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8678202.000000 Penalty: 5655.583008
	Iteration 62Q: 3 clusters Score -8678202 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8678258.000000 Penalty: 5655.583008
	Iteration 63Q: 3 clusters Score -8678258 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8678336 nChanged 396
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Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8678463 nChanged 381
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Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8678520 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8678607 nChanged 289
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Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8678639 nChanged 277
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Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8678667 nChanged 258
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Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8678669 nChanged 251
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Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8678708 nChanged 207
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Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8678746 nChanged 142
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Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8678741 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8678776 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8678799 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8678845 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8678852 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8678868 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8678859 nChanged 92
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Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8678869 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8678859 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8678840 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8678839 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8678842 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8678829 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -8678836.000000 Penalty: 5655.583008
	Iteration 86Q: 3 clusters Score -8678836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8678850.000000 Penalty: 5655.583008
	Iteration 87Q: 3 clusters Score -8678850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8678831.000000 Penalty: 5655.583008
	Iteration 88Q: 3 clusters Score -8678831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8678826.000000 Penalty: 5655.583008
	Iteration 89Q: 3 clusters Score -8678826 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -8678824.000000 Penalty: 5655.583008
	Iteration 90Q: 3 clusters Score -8678824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8678835.000000 Penalty: 5655.583008
	Iteration 91Q: 3 clusters Score -8678835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8678835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8678826 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -8678821.000000 Penalty: 5655.583008
	Iteration 94Q: 3 clusters Score -8678821 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8678832.000000 Penalty: 5655.583008
	Iteration 95Q: 3 clusters Score -8678832 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8678841 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8678830.000000 Penalty: 5655.583008
	Iteration 97Q: 3 clusters Score -8678830 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -8678834.000000 Penalty: 5655.583008
	Iteration 98Q: 3 clusters Score -8678834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8678840.000000 Penalty: 5655.583008
	Iteration 99Q: 3 clusters Score -8678840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -8678832.000000 Penalty: 5655.583008
	Iteration 100F: 3 clusters Score -8678832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -8678829.000000 Penalty: 5655.583008
	Iteration 101Q: 3 clusters Score -8678829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -8678837.000000 Penalty: 5655.583008
	Iteration 102Q: 3 clusters Score -8678837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -8678836.000000 Penalty: 5655.583008
	Iteration 103Q: 3 clusters Score -8678836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8678833.000000 Penalty: 5655.583008
	Iteration 104Q: 3 clusters Score -8678833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8678830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8678837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8678832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8678831 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8678833 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8678836 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8678839.000000 Penalty: 5655.583008
	Iteration 111Q: 3 clusters Score -8678839 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8678833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8678832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8678831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8678826.000000 Penalty: 5655.583008
	Iteration 115Q: 3 clusters Score -8678826 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8678818.000000 Penalty: 5655.583008
	Iteration 116Q: 3 clusters Score -8678818 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8678829.000000 Penalty: 5655.583008
	Iteration 117Q: 3 clusters Score -8678829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8678818.000000 Penalty: 5655.583008
	Iteration 118Q: 3 clusters Score -8678818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8678828.000000 Penalty: 5655.583008
	Iteration 119Q: 3 clusters Score -8678828 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8678827.000000 Penalty: 5655.583008
	Iteration 120F: 3 clusters Score -8678827 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8678829 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8678827 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8678824.000000 Penalty: 5655.583008
	Iteration 123Q: 3 clusters Score -8678824 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8678829 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8678831 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8678832.000000 Penalty: 5655.583008
	Iteration 126Q: 3 clusters Score -8678832 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8678833.000000 Penalty: 5655.583008
	Iteration 127Q: 3 clusters Score -8678833 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8678835 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8678835 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
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	Iteration 130F: 3 clusters Score -8678835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Entering Unmasked Estep 
Score: -58782544.000000 Penalty: 82754.992188
Splitting cluster 7 changes total score from -58767268.000000 to -58782544.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (13637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13637 members 
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	Iteration 0F: 2 clusters Score -1334898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6842 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1324851 nChanged 5898
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6922 members 
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	Iteration 1F: 3 clusters Score -1328326 nChanged 996
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Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6637 members 
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	Iteration 2F: 3 clusters Score -1328997 nChanged 870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1329648 nChanged 831
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1330264 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1330763 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1331162 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1331547.750000 Penalty: 4722.188965
	Iteration 7Q: 3 clusters Score -1331548 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1332015.500000 Penalty: 4722.188965
	Iteration 8Q: 3 clusters Score -1332016 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1332637.750000 Penalty: 4722.188965
	Iteration 9F: 3 clusters Score -1332638 nChanged 785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1333427.500000 Penalty: 4722.188965
	Iteration 10F: 3 clusters Score -1333428 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1334168.250000 Penalty: 4722.188965
	Iteration 11F: 3 clusters Score -1334168 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1334789 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1335350.375000 Penalty: 4722.188965
	Iteration 13Q: 3 clusters Score -1335350 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1335831.875000 Penalty: 4722.188965
	Iteration 14Q: 3 clusters Score -1335832 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1336273.125000 Penalty: 4722.188965
	Iteration 15Q: 3 clusters Score -1336273 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1336653.125000 Penalty: 4722.188965
	Iteration 16Q: 3 clusters Score -1336653 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1336921.375000 Penalty: 4722.188965
	Iteration 17Q: 3 clusters Score -1336921 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1337079.625000 Penalty: 4722.188965
	Iteration 18Q: 3 clusters Score -1337080 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1337170.625000 Penalty: 4722.188965
	Iteration 19Q: 3 clusters Score -1337171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1337229.875000 Penalty: 4722.188965
	Iteration 20F: 3 clusters Score -1337230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1337271.625000 Penalty: 4722.188965
	Iteration 21Q: 3 clusters Score -1337272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1337288.625000 Penalty: 4722.188965
	Iteration 22Q: 3 clusters Score -1337289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1337297.125000 Penalty: 4722.188965
	Iteration 23Q: 3 clusters Score -1337297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1337299.500000 Penalty: 4722.188965
	Iteration 24Q: 3 clusters Score -1337300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1337298.375000 Penalty: 4722.188965
	Iteration 25Q: 3 clusters Score -1337298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1337299.125000 Penalty: 4722.188965
	Iteration 26Q: 3 clusters Score -1337299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1337299.625000 Penalty: 4722.188965
	Iteration 27Q: 3 clusters Score -1337300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1337305.625000 Penalty: 4722.188965
	Iteration 28Q: 3 clusters Score -1337306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1337307.250000 Penalty: 4722.188965
	Iteration 29Q: 3 clusters Score -1337307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1337306.250000 Penalty: 4722.188965
	Iteration 30Q: 3 clusters Score -1337306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1337305.250000 Penalty: 4722.188965
	Iteration 31Q: 3 clusters Score -1337305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1337305.500000 Penalty: 4722.188965
	Iteration 32Q: 3 clusters Score -1337306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1337307.250000 Penalty: 4722.188965
	Iteration 33Q: 3 clusters Score -1337307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1337307.250000 Penalty: 4722.188965
	Iteration 34F: 3 clusters Score -1337307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 14768 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Mstep: Class 26 contains 8382 members 
Entering Unmasked Estep 
Score: -58783796.000000 Penalty: 86065.195312
Splitting cluster 8 changes total score from -58767268.000000 to -58783796.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (14768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Entering Unmasked Estep 
Score: -1387074.000000 Penalty: 2380.854004
	Iteration 0F: 2 clusters Score -1387074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1376291.125000 Penalty: 4761.708008
	Iteration 0F: 3 clusters Score -1376291 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1380333.375000 Penalty: 4761.708008
	Iteration 1F: 3 clusters Score -1380333 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1381408.125000 Penalty: 4761.708008
	Iteration 2F: 3 clusters Score -1381408 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1382454.500000 Penalty: 4761.708008
	Iteration 3F: 3 clusters Score -1382454 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1383537.375000 Penalty: 4761.708008
	Iteration 4F: 3 clusters Score -1383537 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1384688.875000 Penalty: 4761.708008
	Iteration 5F: 3 clusters Score -1384689 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1385615.625000 Penalty: 4761.708008
	Iteration 6F: 3 clusters Score -1385616 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1386254.375000 Penalty: 4761.708008
	Iteration 7F: 3 clusters Score -1386254 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1386642.500000 Penalty: 4761.708008
	Iteration 8Q: 3 clusters Score -1386642 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1386917.875000 Penalty: 4761.708008
	Iteration 9Q: 3 clusters Score -1386918 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1387140.250000 Penalty: 4761.708008
	Iteration 10Q: 3 clusters Score -1387140 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1387324.125000 Penalty: 4761.708008
	Iteration 11Q: 3 clusters Score -1387324 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1387470.500000 Penalty: 4761.708008
	Iteration 12Q: 3 clusters Score -1387470 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1387602.125000 Penalty: 4761.708008
	Iteration 13Q: 3 clusters Score -1387602 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1387693.625000 Penalty: 4761.708008
	Iteration 14Q: 3 clusters Score -1387694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1387775.000000 Penalty: 4761.708008
	Iteration 15Q: 3 clusters Score -1387775 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1387818.250000 Penalty: 4761.708008
	Iteration 16Q: 3 clusters Score -1387818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1387861.875000 Penalty: 4761.708008
	Iteration 17Q: 3 clusters Score -1387862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1387894.750000 Penalty: 4761.708008
	Iteration 18Q: 3 clusters Score -1387895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1387916.750000 Penalty: 4761.708008
	Iteration 19Q: 3 clusters Score -1387917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1387952.125000 Penalty: 4761.708008
	Iteration 20F: 3 clusters Score -1387952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1387969.625000 Penalty: 4761.708008
	Iteration 21Q: 3 clusters Score -1387970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1387988.500000 Penalty: 4761.708008
	Iteration 22Q: 3 clusters Score -1387988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1388000.875000 Penalty: 4761.708008
	Iteration 23Q: 3 clusters Score -1388001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1388010.375000 Penalty: 4761.708008
	Iteration 24Q: 3 clusters Score -1388010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1388017.625000 Penalty: 4761.708008
	Iteration 25Q: 3 clusters Score -1388018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1388030.000000 Penalty: 4761.708008
	Iteration 26Q: 3 clusters Score -1388030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1388042.250000 Penalty: 4761.708008
	Iteration 27Q: 3 clusters Score -1388042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1388061.750000 Penalty: 4761.708008
	Iteration 28Q: 3 clusters Score -1388062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1388070.875000 Penalty: 4761.708008
	Iteration 29Q: 3 clusters Score -1388071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1388081.500000 Penalty: 4761.708008
	Iteration 30Q: 3 clusters Score -1388082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1388092.125000 Penalty: 4761.708008
	Iteration 31Q: 3 clusters Score -1388092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1388105.500000 Penalty: 4761.708008
	Iteration 32Q: 3 clusters Score -1388106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1388123.750000 Penalty: 4761.708008
	Iteration 33Q: 3 clusters Score -1388124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1388136.125000 Penalty: 4761.708008
	Iteration 34Q: 3 clusters Score -1388136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1388151.500000 Penalty: 4761.708008
	Iteration 35Q: 3 clusters Score -1388152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1388168.875000 Penalty: 4761.708008
	Iteration 36Q: 3 clusters Score -1388169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1388194.625000 Penalty: 4761.708008
	Iteration 37Q: 3 clusters Score -1388195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1388224.875000 Penalty: 4761.708008
	Iteration 38Q: 3 clusters Score -1388225 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1388268.375000 Penalty: 4761.708008
	Iteration 39Q: 3 clusters Score -1388268 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1388314.875000 Penalty: 4761.708008
	Iteration 40F: 3 clusters Score -1388315 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1388376.125000 Penalty: 4761.708008
	Iteration 41Q: 3 clusters Score -1388376 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1388461.125000 Penalty: 4761.708008
	Iteration 42Q: 3 clusters Score -1388461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1388550.000000 Penalty: 4761.708008
	Iteration 43Q: 3 clusters Score -1388550 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1388648.125000 Penalty: 4761.708008
	Iteration 44Q: 3 clusters Score -1388648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1388733.375000 Penalty: 4761.708008
	Iteration 45Q: 3 clusters Score -1388733 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1388796.125000 Penalty: 4761.708008
	Iteration 46Q: 3 clusters Score -1388796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1388838.000000 Penalty: 4761.708008
	Iteration 47Q: 3 clusters Score -1388838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1388868.875000 Penalty: 4761.708008
	Iteration 48Q: 3 clusters Score -1388869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1388891.875000 Penalty: 4761.708008
	Iteration 49Q: 3 clusters Score -1388892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1388893.375000 Penalty: 4761.708008
	Iteration 50Q: 3 clusters Score -1388893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1388907.750000 Penalty: 4761.708008
	Iteration 51Q: 3 clusters Score -1388908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1388917.375000 Penalty: 4761.708008
	Iteration 52Q: 3 clusters Score -1388917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1388924.375000 Penalty: 4761.708008
	Iteration 53Q: 3 clusters Score -1388924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1388928.375000 Penalty: 4761.708008
	Iteration 54Q: 3 clusters Score -1388928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1388931.500000 Penalty: 4761.708008
	Iteration 55Q: 3 clusters Score -1388932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1388932.125000 Penalty: 4761.708008
	Iteration 56Q: 3 clusters Score -1388932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1388933.625000 Penalty: 4761.708008
	Iteration 57Q: 3 clusters Score -1388934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1388937.875000 Penalty: 4761.708008
	Iteration 58Q: 3 clusters Score -1388938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1388938.500000 Penalty: 4761.708008
	Iteration 59Q: 3 clusters Score -1388938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1388939.000000 Penalty: 4761.708008
	Iteration 60F: 3 clusters Score -1388939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1388941.750000 Penalty: 4761.708008
	Iteration 61Q: 3 clusters Score -1388942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1388942.250000 Penalty: 4761.708008
	Iteration 62Q: 3 clusters Score -1388942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1388940.375000 Penalty: 4761.708008
	Iteration 63Q: 3 clusters Score -1388940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1388941.000000 Penalty: 4761.708008
	Iteration 64Q: 3 clusters Score -1388941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1388947.875000 Penalty: 4761.708008
	Iteration 65Q: 3 clusters Score -1388948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1388948.250000 Penalty: 4761.708008
	Iteration 66Q: 3 clusters Score -1388948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1388946.625000 Penalty: 4761.708008
	Iteration 67Q: 3 clusters Score -1388947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1388948.250000 Penalty: 4761.708008
	Iteration 68Q: 3 clusters Score -1388948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1388948.625000 Penalty: 4761.708008
	Iteration 69Q: 3 clusters Score -1388949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1388945.125000 Penalty: 4761.708008
	Iteration 70Q: 3 clusters Score -1388945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1388948.000000 Penalty: 4761.708008
	Iteration 71Q: 3 clusters Score -1388948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1388948.000000 Penalty: 4761.708008
	Iteration 72F: 3 clusters Score -1388948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Mstep: Class 26 contains 8382 members 
Mstep: Class 27 contains 11003 members 
Entering Unmasked Estep 
Score: -58784916.000000 Penalty: 89375.398438
Splitting cluster 9 changes total score from -58767268.000000 to -58784916.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (23607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Entering Unmasked Estep 
Score: -2156761.250000 Penalty: 2497.186035
	Iteration 0F: 2 clusters Score -2156761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2140411.250000 Penalty: 4994.372070
	Iteration 0F: 3 clusters Score -2140411 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2147419.000000 Penalty: 4994.372070
	Iteration 1F: 3 clusters Score -2147419 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2150230.000000 Penalty: 4994.372070
	Iteration 2F: 3 clusters Score -2150230 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2154038.000000 Penalty: 4994.372070
	Iteration 3F: 3 clusters Score -2154038 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2157093.500000 Penalty: 4994.372070
	Iteration 4F: 3 clusters Score -2157094 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2158501.500000 Penalty: 4994.372070
	Iteration 5F: 3 clusters Score -2158502 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2159118.250000 Penalty: 4994.372070
	Iteration 6Q: 3 clusters Score -2159118 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2159478.000000 Penalty: 4994.372070
	Iteration 7Q: 3 clusters Score -2159478 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2159711.000000 Penalty: 4994.372070
	Iteration 8Q: 3 clusters Score -2159711 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2159889.000000 Penalty: 4994.372070
	Iteration 9Q: 3 clusters Score -2159889 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2160038.250000 Penalty: 4994.372070
	Iteration 10Q: 3 clusters Score -2160038 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2160178.000000 Penalty: 4994.372070
	Iteration 11Q: 3 clusters Score -2160178 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2160320.000000 Penalty: 4994.372070
	Iteration 12Q: 3 clusters Score -2160320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2160427.250000 Penalty: 4994.372070
	Iteration 13Q: 3 clusters Score -2160427 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2160511.250000 Penalty: 4994.372070
	Iteration 14Q: 3 clusters Score -2160511 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2160594.250000 Penalty: 4994.372070
	Iteration 15Q: 3 clusters Score -2160594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2160629.750000 Penalty: 4994.372070
	Iteration 16Q: 3 clusters Score -2160630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2160671.250000 Penalty: 4994.372070
	Iteration 17Q: 3 clusters Score -2160671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2160686.750000 Penalty: 4994.372070
	Iteration 18Q: 3 clusters Score -2160687 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2160717.500000 Penalty: 4994.372070
	Iteration 19Q: 3 clusters Score -2160718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2160773.500000 Penalty: 4994.372070
	Iteration 20F: 3 clusters Score -2160774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2160806.500000 Penalty: 4994.372070
	Iteration 21Q: 3 clusters Score -2160806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2160837.500000 Penalty: 4994.372070
	Iteration 22Q: 3 clusters Score -2160838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2160846.500000 Penalty: 4994.372070
	Iteration 23Q: 3 clusters Score -2160846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2160868.250000 Penalty: 4994.372070
	Iteration 24Q: 3 clusters Score -2160868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2160894.750000 Penalty: 4994.372070
	Iteration 25Q: 3 clusters Score -2160895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2160913.500000 Penalty: 4994.372070
	Iteration 26Q: 3 clusters Score -2160914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2160923.500000 Penalty: 4994.372070
	Iteration 27Q: 3 clusters Score -2160924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2160919.250000 Penalty: 4994.372070
	Iteration 28Q: 3 clusters Score -2160919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2160935.000000 Penalty: 4994.372070
	Iteration 29Q: 3 clusters Score -2160935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2160936.750000 Penalty: 4994.372070
	Iteration 30Q: 3 clusters Score -2160937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2160945.500000 Penalty: 4994.372070
	Iteration 31Q: 3 clusters Score -2160946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2160948.250000 Penalty: 4994.372070
	Iteration 32Q: 3 clusters Score -2160948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2160946.000000 Penalty: 4994.372070
	Iteration 33Q: 3 clusters Score -2160946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2160949.500000 Penalty: 4994.372070
	Iteration 34Q: 3 clusters Score -2160950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2160948.500000 Penalty: 4994.372070
	Iteration 35Q: 3 clusters Score -2160948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2160952.000000 Penalty: 4994.372070
	Iteration 36Q: 3 clusters Score -2160952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2160952.750000 Penalty: 4994.372070
	Iteration 37Q: 3 clusters Score -2160953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2160952.750000 Penalty: 4994.372070
	Iteration 38Q: 3 clusters Score -2160953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2160950.750000 Penalty: 4994.372070
	Iteration 39Q: 3 clusters Score -2160951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2160952.750000 Penalty: 4994.372070
	Iteration 40F: 3 clusters Score -2160953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2160950.750000 Penalty: 4994.372070
	Iteration 41Q: 3 clusters Score -2160951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2160953.750000 Penalty: 4994.372070
	Iteration 42Q: 3 clusters Score -2160954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2160953.500000 Penalty: 4994.372070
	Iteration 43Q: 3 clusters Score -2160954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2160951.000000 Penalty: 4994.372070
	Iteration 44Q: 3 clusters Score -2160951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2160952.750000 Penalty: 4994.372070
	Iteration 45Q: 3 clusters Score -2160953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2160950.250000 Penalty: 4994.372070
	Iteration 46Q: 3 clusters Score -2160950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2160954.000000 Penalty: 4994.372070
	Iteration 47Q: 3 clusters Score -2160954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2160956.750000 Penalty: 4994.372070
	Iteration 48Q: 3 clusters Score -2160957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2160957.750000 Penalty: 4994.372070
	Iteration 49Q: 3 clusters Score -2160958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2160955.750000 Penalty: 4994.372070
	Iteration 50Q: 3 clusters Score -2160956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2160955.750000 Penalty: 4994.372070
	Iteration 51F: 3 clusters Score -2160956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 141603 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Mstep: Class 26 contains 8382 members 
Mstep: Class 27 contains 11003 members 
Mstep: Class 28 contains 18300 members 
Entering Unmasked Estep 
Score: -58788308.000000 Penalty: 92685.593750
Splitting cluster 10 changes total score from -58767268.000000 to -58788308.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -932877.125000 Penalty: 2275.791016
	Iteration 0F: 2 clusters Score -932877.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -925431.812500 Penalty: 4551.582031
	Iteration 0F: 3 clusters Score -925431.8 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -927672.062500 Penalty: 4551.582031
	Iteration 1F: 3 clusters Score -927672.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -928076.000000 Penalty: 4551.582031
	Iteration 2F: 3 clusters Score -928076 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -928536.750000 Penalty: 4551.582031
	Iteration 3F: 3 clusters Score -928536.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -929082.062500 Penalty: 4551.582031
	Iteration 4F: 3 clusters Score -929082.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -929680.375000 Penalty: 4551.582031
	Iteration 5F: 3 clusters Score -929680.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -930312.625000 Penalty: 4551.582031
	Iteration 6F: 3 clusters Score -930312.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -930877.562500 Penalty: 4551.582031
	Iteration 7F: 3 clusters Score -930877.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -931257.125000 Penalty: 4551.582031
	Iteration 8Q: 3 clusters Score -931257.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -931466.437500 Penalty: 4551.582031
	Iteration 9Q: 3 clusters Score -931466.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -931576.937500 Penalty: 4551.582031
	Iteration 10Q: 3 clusters Score -931576.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -931651.812500 Penalty: 4551.582031
	Iteration 11Q: 3 clusters Score -931651.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -931708.750000 Penalty: 4551.582031
	Iteration 12Q: 3 clusters Score -931708.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -931763.000000 Penalty: 4551.582031
	Iteration 13Q: 3 clusters Score -931763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -931803.250000 Penalty: 4551.582031
	Iteration 14Q: 3 clusters Score -931803.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -931837.625000 Penalty: 4551.582031
	Iteration 15Q: 3 clusters Score -931837.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -931861.750000 Penalty: 4551.582031
	Iteration 16Q: 3 clusters Score -931861.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -931876.250000 Penalty: 4551.582031
	Iteration 17Q: 3 clusters Score -931876.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -931891.125000 Penalty: 4551.582031
	Iteration 18Q: 3 clusters Score -931891.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -931900.937500 Penalty: 4551.582031
	Iteration 19Q: 3 clusters Score -931900.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -931907.562500 Penalty: 4551.582031
	Iteration 20F: 3 clusters Score -931907.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -931914.562500 Penalty: 4551.582031
	Iteration 21Q: 3 clusters Score -931914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -931918.500000 Penalty: 4551.582031
	Iteration 22Q: 3 clusters Score -931918.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -931926.250000 Penalty: 4551.582031
	Iteration 23Q: 3 clusters Score -931926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -931931.500000 Penalty: 4551.582031
	Iteration 24Q: 3 clusters Score -931931.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -931934.687500 Penalty: 4551.582031
	Iteration 25Q: 3 clusters Score -931934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -931939.437500 Penalty: 4551.582031
	Iteration 26Q: 3 clusters Score -931939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -931938.687500 Penalty: 4551.582031
	Iteration 27Q: 3 clusters Score -931938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -931942.062500 Penalty: 4551.582031
	Iteration 28Q: 3 clusters Score -931942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -931945.812500 Penalty: 4551.582031
	Iteration 29Q: 3 clusters Score -931945.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -931947.187500 Penalty: 4551.582031
	Iteration 30Q: 3 clusters Score -931947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -931950.312500 Penalty: 4551.582031
	Iteration 31Q: 3 clusters Score -931950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -931954.062500 Penalty: 4551.582031
	Iteration 32Q: 3 clusters Score -931954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -931953.687500 Penalty: 4551.582031
	Iteration 33Q: 3 clusters Score -931953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -931953.375000 Penalty: 4551.582031
	Iteration 34Q: 3 clusters Score -931953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -931955.500000 Penalty: 4551.582031
	Iteration 35Q: 3 clusters Score -931955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -931955.937500 Penalty: 4551.582031
	Iteration 36Q: 3 clusters Score -931955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -931958.812500 Penalty: 4551.582031
	Iteration 37Q: 3 clusters Score -931958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -931958.562500 Penalty: 4551.582031
	Iteration 38Q: 3 clusters Score -931958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -931957.812500 Penalty: 4551.582031
	Iteration 39Q: 3 clusters Score -931957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -931958.125000 Penalty: 4551.582031
	Iteration 40F: 3 clusters Score -931958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (141603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Entering Unmasked Estep 
Score: -13875506.000000 Penalty: 2941.474121
	Iteration 0F: 2 clusters Score -1.387551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -13780534.000000 Penalty: 5882.948242
	Iteration 0F: 3 clusters Score -1.378053e+07 nChanged 67653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -13821160.000000 Penalty: 5882.948242
	Iteration 1F: 3 clusters Score -1.382116e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -13823978.000000 Penalty: 5882.948242
	Iteration 2Q: 3 clusters Score -1.382398e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -13828286.000000 Penalty: 5882.948242
	Iteration 3F: 3 clusters Score -1.382829e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -13836075.000000 Penalty: 5882.948242
	Iteration 4F: 3 clusters Score -1.383608e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -13847508.000000 Penalty: 5882.948242
	Iteration 5F: 3 clusters Score -1.384751e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -13859083.000000 Penalty: 5882.948242
	Iteration 6F: 3 clusters Score -1.385908e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -13868233.000000 Penalty: 5882.948242
	Iteration 7F: 3 clusters Score -1.386823e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -13874304.000000 Penalty: 5882.948242
	Iteration 8Q: 3 clusters Score -1.38743e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -13878185.000000 Penalty: 5882.948242
	Iteration 9Q: 3 clusters Score -1.387818e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -13880899.000000 Penalty: 5882.948242
	Iteration 10Q: 3 clusters Score -1.38809e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -13883316.000000 Penalty: 5882.948242
	Iteration 11Q: 3 clusters Score -1.388332e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -13885427.000000 Penalty: 5882.948242
	Iteration 12Q: 3 clusters Score -1.388543e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -13887335.000000 Penalty: 5882.948242
	Iteration 13Q: 3 clusters Score -1.388734e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -13888932.000000 Penalty: 5882.948242
	Iteration 14Q: 3 clusters Score -1.388893e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -13890343.000000 Penalty: 5882.948242
	Iteration 15Q: 3 clusters Score -1.389034e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -13891727.000000 Penalty: 5882.948242
	Iteration 16Q: 3 clusters Score -1.389173e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -13892650.000000 Penalty: 5882.948242
	Iteration 17Q: 3 clusters Score -1.389265e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -13893379.000000 Penalty: 5882.948242
	Iteration 18Q: 3 clusters Score -1.389338e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -13894053.000000 Penalty: 5882.948242
	Iteration 19Q: 3 clusters Score -1.389405e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -13894731.000000 Penalty: 5882.948242
	Iteration 20F: 3 clusters Score -1.389473e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -13895265.000000 Penalty: 5882.948242
	Iteration 21Q: 3 clusters Score -1.389526e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -13895561.000000 Penalty: 5882.948242
	Iteration 22Q: 3 clusters Score -1.389556e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -13895780.000000 Penalty: 5882.948242
	Iteration 23Q: 3 clusters Score -1.389578e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -13896033.000000 Penalty: 5882.948242
	Iteration 24Q: 3 clusters Score -1.389603e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -13896180.000000 Penalty: 5882.948242
	Iteration 25Q: 3 clusters Score -1.389618e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -13896291.000000 Penalty: 5882.948242
	Iteration 26Q: 3 clusters Score -1.389629e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -13896332.000000 Penalty: 5882.948242
	Iteration 27Q: 3 clusters Score -1.389633e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -13896363.000000 Penalty: 5882.948242
	Iteration 28Q: 3 clusters Score -1.389636e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -13896407.000000 Penalty: 5882.948242
	Iteration 29Q: 3 clusters Score -1.389641e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -13896467.000000 Penalty: 5882.948242
	Iteration 30Q: 3 clusters Score -1.389647e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -13896494.000000 Penalty: 5882.948242
	Iteration 31Q: 3 clusters Score -1.389649e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -13896524.000000 Penalty: 5882.948242
	Iteration 32Q: 3 clusters Score -1.389652e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -13896497.000000 Penalty: 5882.948242
	Iteration 33Q: 3 clusters Score -1.38965e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -13896478.000000 Penalty: 5882.948242
	Iteration 34Q: 3 clusters Score -1.389648e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -13896483.000000 Penalty: 5882.948242
	Iteration 35Q: 3 clusters Score -1.389648e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -13896490.000000 Penalty: 5882.948242
	Iteration 36Q: 3 clusters Score -1.389649e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -13896532.000000 Penalty: 5882.948242
	Iteration 37Q: 3 clusters Score -1.389653e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -13896516.000000 Penalty: 5882.948242
	Iteration 38Q: 3 clusters Score -1.389652e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -13896532.000000 Penalty: 5882.948242
	Iteration 39Q: 3 clusters Score -1.389653e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -13896520.000000 Penalty: 5882.948242
	Iteration 40F: 3 clusters Score -1.389652e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -13896536.000000 Penalty: 5882.948242
	Iteration 41Q: 3 clusters Score -1.389654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -13896580.000000 Penalty: 5882.948242
	Iteration 42Q: 3 clusters Score -1.389658e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -13896593.000000 Penalty: 5882.948242
	Iteration 43Q: 3 clusters Score -1.389659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -13896570.000000 Penalty: 5882.948242
	Iteration 44Q: 3 clusters Score -1.389657e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -13896564.000000 Penalty: 5882.948242
	Iteration 45Q: 3 clusters Score -1.389656e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -13896561.000000 Penalty: 5882.948242
	Iteration 46Q: 3 clusters Score -1.389656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -13896533.000000 Penalty: 5882.948242
	Iteration 47Q: 3 clusters Score -1.389653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -13896534.000000 Penalty: 5882.948242
	Iteration 48Q: 3 clusters Score -1.389653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -13896536.000000 Penalty: 5882.948242
	Iteration 49Q: 3 clusters Score -1.389654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -13896555.000000 Penalty: 5882.948242
	Iteration 50Q: 3 clusters Score -1.389656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -13896545.000000 Penalty: 5882.948242
	Iteration 51Q: 3 clusters Score -1.389654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -13896538.000000 Penalty: 5882.948242
	Iteration 52Q: 3 clusters Score -1.389654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -13896550.000000 Penalty: 5882.948242
	Iteration 53Q: 3 clusters Score -1.389655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -13896562.000000 Penalty: 5882.948242
	Iteration 54Q: 3 clusters Score -1.389656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -13896550.000000 Penalty: 5882.948242
	Iteration 55Q: 3 clusters Score -1.389655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -13896565.000000 Penalty: 5882.948242
	Iteration 56Q: 3 clusters Score -1.389656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -13896559.000000 Penalty: 5882.948242
	Iteration 57Q: 3 clusters Score -1.389656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -13896575.000000 Penalty: 5882.948242
	Iteration 58Q: 3 clusters Score -1.389658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -13896566.000000 Penalty: 5882.948242
	Iteration 59Q: 3 clusters Score -1.389657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -13896579.000000 Penalty: 5882.948242
	Iteration 60F: 3 clusters Score -1.389658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -13896570.000000 Penalty: 5882.948242
	Iteration 61Q: 3 clusters Score -1.389657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -13896579.000000 Penalty: 5882.948242
	Iteration 62Q: 3 clusters Score -1.389658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -13896569.000000 Penalty: 5882.948242
	Iteration 63Q: 3 clusters Score -1.389657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -13896572.000000 Penalty: 5882.948242
	Iteration 64Q: 3 clusters Score -1.389657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -13896578.000000 Penalty: 5882.948242
	Iteration 65Q: 3 clusters Score -1.389658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -13896577.000000 Penalty: 5882.948242
	Iteration 66Q: 3 clusters Score -1.389658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -13896583.000000 Penalty: 5882.948242
	Iteration 67Q: 3 clusters Score -1.389658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -13896562.000000 Penalty: 5882.948242
	Iteration 68Q: 3 clusters Score -1.389656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -13896568.000000 Penalty: 5882.948242
	Iteration 69Q: 3 clusters Score -1.389657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -13896570.000000 Penalty: 5882.948242
	Iteration 70Q: 3 clusters Score -1.389657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -13896575.000000 Penalty: 5882.948242
	Iteration 71Q: 3 clusters Score -1.389658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -13896572.000000 Penalty: 5882.948242
	Iteration 72Q: 3 clusters Score -1.389657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -13896571.000000 Penalty: 5882.948242
	Iteration 73Q: 3 clusters Score -1.389657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -13896575.000000 Penalty: 5882.948242
	Iteration 74Q: 3 clusters Score -1.389658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -13896574.000000 Penalty: 5882.948242
	Iteration 75Q: 3 clusters Score -1.389657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -13896574.000000 Penalty: 5882.948242
	Iteration 76F: 3 clusters Score -1.389657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 62534 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 53777 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Mstep: Class 26 contains 8382 members 
Mstep: Class 27 contains 11003 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 79069 members 
Entering Unmasked Estep 
Score: -58809264.000000 Penalty: 95995.796875
Splitting cluster 12 changes total score from -58767268.000000 to -58809264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (16642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Entering Unmasked Estep 
Score: -1548771.875000 Penalty: 2410.481689
	Iteration 0F: 2 clusters Score -1548772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1537030.625000 Penalty: 4820.963379
	Iteration 0F: 3 clusters Score -1537031 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1541349.375000 Penalty: 4820.963379
	Iteration 1F: 3 clusters Score -1541349 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1542296.000000 Penalty: 4820.963379
	Iteration 2F: 3 clusters Score -1542296 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1543319.625000 Penalty: 4820.963379
	Iteration 3F: 3 clusters Score -1543320 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1544313.875000 Penalty: 4820.963379
	Iteration 4F: 3 clusters Score -1544314 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1545068.125000 Penalty: 4820.963379
	Iteration 5F: 3 clusters Score -1545068 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1545637.125000 Penalty: 4820.963379
	Iteration 6F: 3 clusters Score -1545637 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1546028.375000 Penalty: 4820.963379
	Iteration 7Q: 3 clusters Score -1546028 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1546267.250000 Penalty: 4820.963379
	Iteration 8Q: 3 clusters Score -1546267 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1546408.375000 Penalty: 4820.963379
	Iteration 9Q: 3 clusters Score -1546408 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1546523.750000 Penalty: 4820.963379
	Iteration 10Q: 3 clusters Score -1546524 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1546606.500000 Penalty: 4820.963379
	Iteration 11Q: 3 clusters Score -1546606 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1546688.875000 Penalty: 4820.963379
	Iteration 12Q: 3 clusters Score -1546689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1546745.250000 Penalty: 4820.963379
	Iteration 13Q: 3 clusters Score -1546745 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1546811.625000 Penalty: 4820.963379
	Iteration 14Q: 3 clusters Score -1546812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1546861.625000 Penalty: 4820.963379
	Iteration 15Q: 3 clusters Score -1546862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1546904.000000 Penalty: 4820.963379
	Iteration 16Q: 3 clusters Score -1546904 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1546938.000000 Penalty: 4820.963379
	Iteration 17Q: 3 clusters Score -1546938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1546976.000000 Penalty: 4820.963379
	Iteration 18Q: 3 clusters Score -1546976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1547011.625000 Penalty: 4820.963379
	Iteration 19Q: 3 clusters Score -1547012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1547040.250000 Penalty: 4820.963379
	Iteration 20F: 3 clusters Score -1547040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1547076.875000 Penalty: 4820.963379
	Iteration 21Q: 3 clusters Score -1547077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1547111.875000 Penalty: 4820.963379
	Iteration 22Q: 3 clusters Score -1547112 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1547141.625000 Penalty: 4820.963379
	Iteration 23Q: 3 clusters Score -1547142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1547166.750000 Penalty: 4820.963379
	Iteration 24Q: 3 clusters Score -1547167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1547191.000000 Penalty: 4820.963379
	Iteration 25Q: 3 clusters Score -1547191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1547205.375000 Penalty: 4820.963379
	Iteration 26Q: 3 clusters Score -1547205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1547230.625000 Penalty: 4820.963379
	Iteration 27Q: 3 clusters Score -1547231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1547253.875000 Penalty: 4820.963379
	Iteration 28Q: 3 clusters Score -1547254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1547268.250000 Penalty: 4820.963379
	Iteration 29Q: 3 clusters Score -1547268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1547298.500000 Penalty: 4820.963379
	Iteration 30Q: 3 clusters Score -1547298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1547330.375000 Penalty: 4820.963379
	Iteration 31Q: 3 clusters Score -1547330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1547361.875000 Penalty: 4820.963379
	Iteration 32Q: 3 clusters Score -1547362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1547386.000000 Penalty: 4820.963379
	Iteration 33Q: 3 clusters Score -1547386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1547415.625000 Penalty: 4820.963379
	Iteration 34Q: 3 clusters Score -1547416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1547440.500000 Penalty: 4820.963379
	Iteration 35Q: 3 clusters Score -1547440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1547467.125000 Penalty: 4820.963379
	Iteration 36Q: 3 clusters Score -1547467 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1547492.125000 Penalty: 4820.963379
	Iteration 37Q: 3 clusters Score -1547492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1547506.625000 Penalty: 4820.963379
	Iteration 38Q: 3 clusters Score -1547507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1547528.875000 Penalty: 4820.963379
	Iteration 39Q: 3 clusters Score -1547529 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1547547.250000 Penalty: 4820.963379
	Iteration 40F: 3 clusters Score -1547547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1547555.500000 Penalty: 4820.963379
	Iteration 41Q: 3 clusters Score -1547556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1547567.625000 Penalty: 4820.963379
	Iteration 42Q: 3 clusters Score -1547568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1547586.250000 Penalty: 4820.963379
	Iteration 43Q: 3 clusters Score -1547586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1547604.125000 Penalty: 4820.963379
	Iteration 44Q: 3 clusters Score -1547604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1547613.000000 Penalty: 4820.963379
	Iteration 45Q: 3 clusters Score -1547613 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1547626.250000 Penalty: 4820.963379
	Iteration 46Q: 3 clusters Score -1547626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1547647.000000 Penalty: 4820.963379
	Iteration 47Q: 3 clusters Score -1547647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1547657.250000 Penalty: 4820.963379
	Iteration 48Q: 3 clusters Score -1547657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1547666.250000 Penalty: 4820.963379
	Iteration 49Q: 3 clusters Score -1547666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1547676.000000 Penalty: 4820.963379
	Iteration 50Q: 3 clusters Score -1547676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1547682.750000 Penalty: 4820.963379
	Iteration 51Q: 3 clusters Score -1547683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1547694.500000 Penalty: 4820.963379
	Iteration 52Q: 3 clusters Score -1547694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1547700.500000 Penalty: 4820.963379
	Iteration 53Q: 3 clusters Score -1547700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1547701.500000 Penalty: 4820.963379
	Iteration 54Q: 3 clusters Score -1547702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1547706.125000 Penalty: 4820.963379
	Iteration 55Q: 3 clusters Score -1547706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1547709.250000 Penalty: 4820.963379
	Iteration 56Q: 3 clusters Score -1547709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1547715.375000 Penalty: 4820.963379
	Iteration 57Q: 3 clusters Score -1547715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1547716.750000 Penalty: 4820.963379
	Iteration 58Q: 3 clusters Score -1547717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1547717.250000 Penalty: 4820.963379
	Iteration 59Q: 3 clusters Score -1547717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1547717.750000 Penalty: 4820.963379
	Iteration 60F: 3 clusters Score -1547718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1547723.875000 Penalty: 4820.963379
	Iteration 61Q: 3 clusters Score -1547724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1547722.375000 Penalty: 4820.963379
	Iteration 62Q: 3 clusters Score -1547722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1547730.250000 Penalty: 4820.963379
	Iteration 63Q: 3 clusters Score -1547730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1547732.500000 Penalty: 4820.963379
	Iteration 64Q: 3 clusters Score -1547732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1547736.750000 Penalty: 4820.963379
	Iteration 65Q: 3 clusters Score -1547737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1547737.125000 Penalty: 4820.963379
	Iteration 66Q: 3 clusters Score -1547737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1547747.500000 Penalty: 4820.963379
	Iteration 67Q: 3 clusters Score -1547748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1547754.375000 Penalty: 4820.963379
	Iteration 68Q: 3 clusters Score -1547754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1547757.375000 Penalty: 4820.963379
	Iteration 69Q: 3 clusters Score -1547757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1547764.250000 Penalty: 4820.963379
	Iteration 70Q: 3 clusters Score -1547764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1547765.500000 Penalty: 4820.963379
	Iteration 71Q: 3 clusters Score -1547766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1547772.500000 Penalty: 4820.963379
	Iteration 72Q: 3 clusters Score -1547772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1547778.000000 Penalty: 4820.963379
	Iteration 73Q: 3 clusters Score -1547778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1547787.875000 Penalty: 4820.963379
	Iteration 74Q: 3 clusters Score -1547788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1547800.375000 Penalty: 4820.963379
	Iteration 75Q: 3 clusters Score -1547800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1547809.875000 Penalty: 4820.963379
	Iteration 76Q: 3 clusters Score -1547810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1547810.250000 Penalty: 4820.963379
	Iteration 77Q: 3 clusters Score -1547810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1547818.250000 Penalty: 4820.963379
	Iteration 78Q: 3 clusters Score -1547818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1547826.125000 Penalty: 4820.963379
	Iteration 79Q: 3 clusters Score -1547826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1547831.000000 Penalty: 4820.963379
	Iteration 80F: 3 clusters Score -1547831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1547831.375000 Penalty: 4820.963379
	Iteration 81Q: 3 clusters Score -1547831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1547838.750000 Penalty: 4820.963379
	Iteration 82Q: 3 clusters Score -1547839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1547840.625000 Penalty: 4820.963379
	Iteration 83Q: 3 clusters Score -1547841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1547847.000000 Penalty: 4820.963379
	Iteration 84Q: 3 clusters Score -1547847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1547846.125000 Penalty: 4820.963379
	Iteration 85Q: 3 clusters Score -1547846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1547847.500000 Penalty: 4820.963379
	Iteration 86Q: 3 clusters Score -1547848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1547852.125000 Penalty: 4820.963379
	Iteration 87Q: 3 clusters Score -1547852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1547860.250000 Penalty: 4820.963379
	Iteration 88Q: 3 clusters Score -1547860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1547867.000000 Penalty: 4820.963379
	Iteration 89Q: 3 clusters Score -1547867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1547878.250000 Penalty: 4820.963379
	Iteration 90Q: 3 clusters Score -1547878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1547883.875000 Penalty: 4820.963379
	Iteration 91Q: 3 clusters Score -1547884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1547899.000000 Penalty: 4820.963379
	Iteration 92Q: 3 clusters Score -1547899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1547913.125000 Penalty: 4820.963379
	Iteration 93Q: 3 clusters Score -1547913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1547916.625000 Penalty: 4820.963379
	Iteration 94Q: 3 clusters Score -1547917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1547921.375000 Penalty: 4820.963379
	Iteration 95Q: 3 clusters Score -1547921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1547926.500000 Penalty: 4820.963379
	Iteration 96Q: 3 clusters Score -1547926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1547931.750000 Penalty: 4820.963379
	Iteration 97Q: 3 clusters Score -1547932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1547933.375000 Penalty: 4820.963379
	Iteration 98Q: 3 clusters Score -1547933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1547938.375000 Penalty: 4820.963379
	Iteration 99Q: 3 clusters Score -1547938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1547943.625000 Penalty: 4820.963379
	Iteration 100F: 3 clusters Score -1547944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1547947.250000 Penalty: 4820.963379
	Iteration 101Q: 3 clusters Score -1547947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1547957.125000 Penalty: 4820.963379
	Iteration 102Q: 3 clusters Score -1547957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1547960.750000 Penalty: 4820.963379
	Iteration 103Q: 3 clusters Score -1547961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1547965.250000 Penalty: 4820.963379
	Iteration 104Q: 3 clusters Score -1547965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1547968.000000 Penalty: 4820.963379
	Iteration 105Q: 3 clusters Score -1547968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1547967.125000 Penalty: 4820.963379
	Iteration 106Q: 3 clusters Score -1547967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1547970.500000 Penalty: 4820.963379
	Iteration 107Q: 3 clusters Score -1547970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1547973.125000 Penalty: 4820.963379
	Iteration 108Q: 3 clusters Score -1547973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1547970.625000 Penalty: 4820.963379
	Iteration 109Q: 3 clusters Score -1547971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1547972.000000 Penalty: 4820.963379
	Iteration 110Q: 3 clusters Score -1547972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1547974.500000 Penalty: 4820.963379
	Iteration 111Q: 3 clusters Score -1547974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1547978.250000 Penalty: 4820.963379
	Iteration 112Q: 3 clusters Score -1547978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1547980.875000 Penalty: 4820.963379
	Iteration 113Q: 3 clusters Score -1547981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1547976.875000 Penalty: 4820.963379
	Iteration 114Q: 3 clusters Score -1547977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1547976.250000 Penalty: 4820.963379
	Iteration 115Q: 3 clusters Score -1547976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1547979.250000 Penalty: 4820.963379
	Iteration 116Q: 3 clusters Score -1547979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1547982.125000 Penalty: 4820.963379
	Iteration 117Q: 3 clusters Score -1547982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1547984.625000 Penalty: 4820.963379
	Iteration 118Q: 3 clusters Score -1547985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1547983.375000 Penalty: 4820.963379
	Iteration 119Q: 3 clusters Score -1547983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1547982.250000 Penalty: 4820.963379
	Iteration 120F: 3 clusters Score -1547982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1547982.750000 Penalty: 4820.963379
	Iteration 121Q: 3 clusters Score -1547983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1547984.125000 Penalty: 4820.963379
	Iteration 122Q: 3 clusters Score -1547984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1547984.625000 Penalty: 4820.963379
	Iteration 123Q: 3 clusters Score -1547985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1547985.250000 Penalty: 4820.963379
	Iteration 124Q: 3 clusters Score -1547985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1547985.875000 Penalty: 4820.963379
	Iteration 125Q: 3 clusters Score -1547986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1547986.000000 Penalty: 4820.963379
	Iteration 126Q: 3 clusters Score -1547986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1547986.375000 Penalty: 4820.963379
	Iteration 127Q: 3 clusters Score -1547986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1547991.250000 Penalty: 4820.963379
	Iteration 128Q: 3 clusters Score -1547991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1547993.500000 Penalty: 4820.963379
	Iteration 129Q: 3 clusters Score -1547994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1547990.875000 Penalty: 4820.963379
	Iteration 130Q: 3 clusters Score -1547991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1547991.375000 Penalty: 4820.963379
	Iteration 131Q: 3 clusters Score -1547991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1547993.375000 Penalty: 4820.963379
	Iteration 132Q: 3 clusters Score -1547993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1547995.375000 Penalty: 4820.963379
	Iteration 133Q: 3 clusters Score -1547995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1547991.875000 Penalty: 4820.963379
	Iteration 134Q: 3 clusters Score -1547992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1547992.375000 Penalty: 4820.963379
	Iteration 135Q: 3 clusters Score -1547992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1547993.000000 Penalty: 4820.963379
	Iteration 136Q: 3 clusters Score -1547993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1547993.125000 Penalty: 4820.963379
	Iteration 137Q: 3 clusters Score -1547993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1547994.250000 Penalty: 4820.963379
	Iteration 138Q: 3 clusters Score -1547994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1547993.750000 Penalty: 4820.963379
	Iteration 139Q: 3 clusters Score -1547994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1547995.500000 Penalty: 4820.963379
	Iteration 140F: 3 clusters Score -1547996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1547993.000000 Penalty: 4820.963379
	Iteration 141Q: 3 clusters Score -1547993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1547993.000000 Penalty: 4820.963379
	Iteration 142F: 3 clusters Score -1547993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -3108225.500000 Penalty: 2571.016357
	Iteration 0F: 2 clusters Score -3108226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3086442.750000 Penalty: 5142.032715
	Iteration 0F: 3 clusters Score -3086443 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3094223.750000 Penalty: 5142.032715
	Iteration 1F: 3 clusters Score -3094224 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3094660.750000 Penalty: 5142.032715
	Iteration 2Q: 3 clusters Score -3094661 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3095074.750000 Penalty: 5142.032715
	Iteration 3Q: 3 clusters Score -3095075 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3095550.500000 Penalty: 5142.032715
	Iteration 4Q: 3 clusters Score -3095550 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3096171.500000 Penalty: 5142.032715
	Iteration 5Q: 3 clusters Score -3096172 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3097014.750000 Penalty: 5142.032715
	Iteration 6F: 3 clusters Score -3097015 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3098002.250000 Penalty: 5142.032715
	Iteration 7F: 3 clusters Score -3098002 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3099040.500000 Penalty: 5142.032715
	Iteration 8F: 3 clusters Score -3099040 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3100099.000000 Penalty: 5142.032715
	Iteration 9F: 3 clusters Score -3100099 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3101073.000000 Penalty: 5142.032715
	Iteration 10F: 3 clusters Score -3101073 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3101895.750000 Penalty: 5142.032715
	Iteration 11Q: 3 clusters Score -3101896 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3102580.250000 Penalty: 5142.032715
	Iteration 12Q: 3 clusters Score -3102580 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3103162.000000 Penalty: 5142.032715
	Iteration 13Q: 3 clusters Score -3103162 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3103670.500000 Penalty: 5142.032715
	Iteration 14Q: 3 clusters Score -3103670 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3104116.000000 Penalty: 5142.032715
	Iteration 15Q: 3 clusters Score -3104116 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3104537.250000 Penalty: 5142.032715
	Iteration 16Q: 3 clusters Score -3104537 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -3104891.500000 Penalty: 5142.032715
	Iteration 17Q: 3 clusters Score -3104892 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3105184.750000 Penalty: 5142.032715
	Iteration 18Q: 3 clusters Score -3105185 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3105387.750000 Penalty: 5142.032715
	Iteration 19Q: 3 clusters Score -3105388 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3105557.000000 Penalty: 5142.032715
	Iteration 20F: 3 clusters Score -3105557 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3105648.000000 Penalty: 5142.032715
	Iteration 21Q: 3 clusters Score -3105648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3105723.250000 Penalty: 5142.032715
	Iteration 22Q: 3 clusters Score -3105723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3105775.000000 Penalty: 5142.032715
	Iteration 23Q: 3 clusters Score -3105775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3105810.000000 Penalty: 5142.032715
	Iteration 24Q: 3 clusters Score -3105810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3105824.500000 Penalty: 5142.032715
	Iteration 25Q: 3 clusters Score -3105824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3105856.750000 Penalty: 5142.032715
	Iteration 26Q: 3 clusters Score -3105857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -3105866.000000 Penalty: 5142.032715
	Iteration 27Q: 3 clusters Score -3105866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -3105900.250000 Penalty: 5142.032715
	Iteration 28Q: 3 clusters Score -3105900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3105931.750000 Penalty: 5142.032715
	Iteration 29Q: 3 clusters Score -3105932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -3105958.000000 Penalty: 5142.032715
	Iteration 30Q: 3 clusters Score -3105958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3105973.500000 Penalty: 5142.032715
	Iteration 31Q: 3 clusters Score -3105974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3105979.500000 Penalty: 5142.032715
	Iteration 32Q: 3 clusters Score -3105980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3105985.750000 Penalty: 5142.032715
	Iteration 33Q: 3 clusters Score -3105986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3105993.500000 Penalty: 5142.032715
	Iteration 34Q: 3 clusters Score -3105994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3106000.750000 Penalty: 5142.032715
	Iteration 35Q: 3 clusters Score -3106001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3106001.500000 Penalty: 5142.032715
	Iteration 36Q: 3 clusters Score -3106002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3106002.000000 Penalty: 5142.032715
	Iteration 37Q: 3 clusters Score -3106002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3106008.250000 Penalty: 5142.032715
	Iteration 38Q: 3 clusters Score -3106008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3106016.000000 Penalty: 5142.032715
	Iteration 39Q: 3 clusters Score -3106016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3106020.000000 Penalty: 5142.032715
	Iteration 40F: 3 clusters Score -3106020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3106021.750000 Penalty: 5142.032715
	Iteration 41Q: 3 clusters Score -3106022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3106024.000000 Penalty: 5142.032715
	Iteration 42Q: 3 clusters Score -3106024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3106025.250000 Penalty: 5142.032715
	Iteration 43Q: 3 clusters Score -3106025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3106026.000000 Penalty: 5142.032715
	Iteration 44Q: 3 clusters Score -3106026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3106029.000000 Penalty: 5142.032715
	Iteration 45Q: 3 clusters Score -3106029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3106029.000000 Penalty: 5142.032715
	Iteration 46F: 3 clusters Score -3106029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Entering Unmasked Estep 
Score: -1462680.375000 Penalty: 2396.283691
	Iteration 0F: 2 clusters Score -1462680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1451350.250000 Penalty: 4792.567383
	Iteration 0F: 3 clusters Score -1451350 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1455266.500000 Penalty: 4792.567383
	Iteration 1F: 3 clusters Score -1455266 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1456180.250000 Penalty: 4792.567383
	Iteration 2F: 3 clusters Score -1456180 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1457139.375000 Penalty: 4792.567383
	Iteration 3F: 3 clusters Score -1457139 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1458088.625000 Penalty: 4792.567383
	Iteration 4F: 3 clusters Score -1458089 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1458950.125000 Penalty: 4792.567383
	Iteration 5F: 3 clusters Score -1458950 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1459695.750000 Penalty: 4792.567383
	Iteration 6F: 3 clusters Score -1459696 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1460272.250000 Penalty: 4792.567383
	Iteration 7F: 3 clusters Score -1460272 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1460596.625000 Penalty: 4792.567383
	Iteration 8Q: 3 clusters Score -1460597 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1460761.000000 Penalty: 4792.567383
	Iteration 9Q: 3 clusters Score -1460761 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1460846.125000 Penalty: 4792.567383
	Iteration 10Q: 3 clusters Score -1460846 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1460888.375000 Penalty: 4792.567383
	Iteration 11Q: 3 clusters Score -1460888 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1460925.875000 Penalty: 4792.567383
	Iteration 12Q: 3 clusters Score -1460926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1460940.250000 Penalty: 4792.567383
	Iteration 13Q: 3 clusters Score -1460940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1460955.375000 Penalty: 4792.567383
	Iteration 14Q: 3 clusters Score -1460955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1460963.750000 Penalty: 4792.567383
	Iteration 15Q: 3 clusters Score -1460964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1460969.500000 Penalty: 4792.567383
	Iteration 16Q: 3 clusters Score -1460970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1460972.375000 Penalty: 4792.567383
	Iteration 17Q: 3 clusters Score -1460972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1460983.250000 Penalty: 4792.567383
	Iteration 18Q: 3 clusters Score -1460983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1460988.750000 Penalty: 4792.567383
	Iteration 19Q: 3 clusters Score -1460989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1460996.125000 Penalty: 4792.567383
	Iteration 20F: 3 clusters Score -1460996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1460998.500000 Penalty: 4792.567383
	Iteration 21Q: 3 clusters Score -1460998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1461003.625000 Penalty: 4792.567383
	Iteration 22Q: 3 clusters Score -1461004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1461008.125000 Penalty: 4792.567383
	Iteration 23Q: 3 clusters Score -1461008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1461008.125000 Penalty: 4792.567383
	Iteration 24Q: 3 clusters Score -1461008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1461013.875000 Penalty: 4792.567383
	Iteration 25Q: 3 clusters Score -1461014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1461010.875000 Penalty: 4792.567383
	Iteration 26Q: 3 clusters Score -1461011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1461012.500000 Penalty: 4792.567383
	Iteration 27Q: 3 clusters Score -1461012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1461011.000000 Penalty: 4792.567383
	Iteration 28Q: 3 clusters Score -1461011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1461009.375000 Penalty: 4792.567383
	Iteration 29Q: 3 clusters Score -1461009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1461011.000000 Penalty: 4792.567383
	Iteration 30Q: 3 clusters Score -1461011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1461011.000000 Penalty: 4792.567383
	Iteration 31F: 3 clusters Score -1461011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -1500505.375000 Penalty: 2391.004883
	Iteration 0F: 2 clusters Score -1500505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1489454.375000 Penalty: 4782.009766
	Iteration 0F: 3 clusters Score -1489454 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1493020.125000 Penalty: 4782.009766
	Iteration 1F: 3 clusters Score -1493020 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1493419.875000 Penalty: 4782.009766
	Iteration 2F: 3 clusters Score -1493420 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1493733.750000 Penalty: 4782.009766
	Iteration 3Q: 3 clusters Score -1493734 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1494037.000000 Penalty: 4782.009766
	Iteration 4Q: 3 clusters Score -1494037 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1494396.125000 Penalty: 4782.009766
	Iteration 5Q: 3 clusters Score -1494396 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1494818.875000 Penalty: 4782.009766
	Iteration 6Q: 3 clusters Score -1494819 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1495293.000000 Penalty: 4782.009766
	Iteration 7Q: 3 clusters Score -1495293 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1495814.625000 Penalty: 4782.009766
	Iteration 8Q: 3 clusters Score -1495815 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1496336.125000 Penalty: 4782.009766
	Iteration 9Q: 3 clusters Score -1496336 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1496766.125000 Penalty: 4782.009766
	Iteration 10Q: 3 clusters Score -1496766 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1497090.500000 Penalty: 4782.009766
	Iteration 11Q: 3 clusters Score -1497090 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1497355.375000 Penalty: 4782.009766
	Iteration 12Q: 3 clusters Score -1497355 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1497588.250000 Penalty: 4782.009766
	Iteration 13Q: 3 clusters Score -1497588 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1497770.000000 Penalty: 4782.009766
	Iteration 14Q: 3 clusters Score -1497770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1497901.625000 Penalty: 4782.009766
	Iteration 15Q: 3 clusters Score -1497902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1497986.875000 Penalty: 4782.009766
	Iteration 16Q: 3 clusters Score -1497987 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1498044.625000 Penalty: 4782.009766
	Iteration 17Q: 3 clusters Score -1498045 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1498097.250000 Penalty: 4782.009766
	Iteration 18Q: 3 clusters Score -1498097 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1498144.500000 Penalty: 4782.009766
	Iteration 19Q: 3 clusters Score -1498144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1498175.625000 Penalty: 4782.009766
	Iteration 20F: 3 clusters Score -1498176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1498210.000000 Penalty: 4782.009766
	Iteration 21Q: 3 clusters Score -1498210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1498245.250000 Penalty: 4782.009766
	Iteration 22Q: 3 clusters Score -1498245 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1498287.125000 Penalty: 4782.009766
	Iteration 23Q: 3 clusters Score -1498287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1498325.125000 Penalty: 4782.009766
	Iteration 24Q: 3 clusters Score -1498325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1498367.875000 Penalty: 4782.009766
	Iteration 25Q: 3 clusters Score -1498368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1498412.625000 Penalty: 4782.009766
	Iteration 26Q: 3 clusters Score -1498413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1498445.125000 Penalty: 4782.009766
	Iteration 27Q: 3 clusters Score -1498445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1498486.250000 Penalty: 4782.009766
	Iteration 28Q: 3 clusters Score -1498486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1498514.125000 Penalty: 4782.009766
	Iteration 29Q: 3 clusters Score -1498514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1498532.625000 Penalty: 4782.009766
	Iteration 30Q: 3 clusters Score -1498533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1498547.125000 Penalty: 4782.009766
	Iteration 31Q: 3 clusters Score -1498547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1498554.125000 Penalty: 4782.009766
	Iteration 32Q: 3 clusters Score -1498554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1498565.625000 Penalty: 4782.009766
	Iteration 33Q: 3 clusters Score -1498566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1498577.000000 Penalty: 4782.009766
	Iteration 34Q: 3 clusters Score -1498577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1498589.375000 Penalty: 4782.009766
	Iteration 35Q: 3 clusters Score -1498589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1498599.875000 Penalty: 4782.009766
	Iteration 36Q: 3 clusters Score -1498600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1498607.625000 Penalty: 4782.009766
	Iteration 37Q: 3 clusters Score -1498608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1498613.750000 Penalty: 4782.009766
	Iteration 38Q: 3 clusters Score -1498614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1498618.625000 Penalty: 4782.009766
	Iteration 39Q: 3 clusters Score -1498619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1498624.500000 Penalty: 4782.009766
	Iteration 40F: 3 clusters Score -1498624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1498627.125000 Penalty: 4782.009766
	Iteration 41Q: 3 clusters Score -1498627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1498626.500000 Penalty: 4782.009766
	Iteration 42Q: 3 clusters Score -1498626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1498625.250000 Penalty: 4782.009766
	Iteration 43Q: 3 clusters Score -1498625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1498625.250000 Penalty: 4782.009766
	Iteration 44F: 3 clusters Score -1498625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Entering Unmasked Estep 
Score: -3787475.000000 Penalty: 2615.538086
	Iteration 0F: 2 clusters Score -3787475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3761573.500000 Penalty: 5231.076172
	Iteration 0F: 3 clusters Score -3761574 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3771156.250000 Penalty: 5231.076172
	Iteration 1F: 3 clusters Score -3771156 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3771765.500000 Penalty: 5231.076172
	Iteration 2Q: 3 clusters Score -3771766 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3772527.250000 Penalty: 5231.076172
	Iteration 3Q: 3 clusters Score -3772527 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3773522.250000 Penalty: 5231.076172
	Iteration 4F: 3 clusters Score -3773522 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3774996.250000 Penalty: 5231.076172
	Iteration 5F: 3 clusters Score -3774996 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3777182.750000 Penalty: 5231.076172
	Iteration 6F: 3 clusters Score -3777183 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3779585.500000 Penalty: 5231.076172
	Iteration 7F: 3 clusters Score -3779586 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3781648.500000 Penalty: 5231.076172
	Iteration 8F: 3 clusters Score -3781648 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3783120.000000 Penalty: 5231.076172
	Iteration 9Q: 3 clusters Score -3783120 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3784009.500000 Penalty: 5231.076172
	Iteration 10Q: 3 clusters Score -3784010 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3784491.500000 Penalty: 5231.076172
	Iteration 11Q: 3 clusters Score -3784492 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -3784805.000000 Penalty: 5231.076172
	Iteration 12Q: 3 clusters Score -3784805 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3785039.500000 Penalty: 5231.076172
	Iteration 13Q: 3 clusters Score -3785040 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -3785189.500000 Penalty: 5231.076172
	Iteration 14Q: 3 clusters Score -3785190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -3785276.250000 Penalty: 5231.076172
	Iteration 15Q: 3 clusters Score -3785276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3785346.500000 Penalty: 5231.076172
	Iteration 16Q: 3 clusters Score -3785346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3785383.000000 Penalty: 5231.076172
	Iteration 17Q: 3 clusters Score -3785383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3785410.750000 Penalty: 5231.076172
	Iteration 18Q: 3 clusters Score -3785411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3785438.250000 Penalty: 5231.076172
	Iteration 19Q: 3 clusters Score -3785438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -3785469.250000 Penalty: 5231.076172
	Iteration 20F: 3 clusters Score -3785469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3785475.250000 Penalty: 5231.076172
	Iteration 21Q: 3 clusters Score -3785475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3785492.750000 Penalty: 5231.076172
	Iteration 22Q: 3 clusters Score -3785493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -3785504.750000 Penalty: 5231.076172
	Iteration 23Q: 3 clusters Score -3785505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -3785510.250000 Penalty: 5231.076172
	Iteration 24Q: 3 clusters Score -3785510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -3785522.500000 Penalty: 5231.076172
	Iteration 25Q: 3 clusters Score -3785522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3785534.750000 Penalty: 5231.076172
	Iteration 26Q: 3 clusters Score -3785535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3785536.250000 Penalty: 5231.076172
	Iteration 27Q: 3 clusters Score -3785536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3785544.000000 Penalty: 5231.076172
	Iteration 28Q: 3 clusters Score -3785544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3785542.500000 Penalty: 5231.076172
	Iteration 29Q: 3 clusters Score -3785542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3785547.250000 Penalty: 5231.076172
	Iteration 30Q: 3 clusters Score -3785547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3785551.750000 Penalty: 5231.076172
	Iteration 31Q: 3 clusters Score -3785552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3785554.500000 Penalty: 5231.076172
	Iteration 32Q: 3 clusters Score -3785554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3785557.250000 Penalty: 5231.076172
	Iteration 33Q: 3 clusters Score -3785557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3785552.750000 Penalty: 5231.076172
	Iteration 34Q: 3 clusters Score -3785553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3785553.000000 Penalty: 5231.076172
	Iteration 35Q: 3 clusters Score -3785553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3785553.500000 Penalty: 5231.076172
	Iteration 36Q: 3 clusters Score -3785554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3785566.250000 Penalty: 5231.076172
	Iteration 37Q: 3 clusters Score -3785566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3785562.000000 Penalty: 5231.076172
	Iteration 38Q: 3 clusters Score -3785562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3785567.500000 Penalty: 5231.076172
	Iteration 39Q: 3 clusters Score -3785568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3785566.250000 Penalty: 5231.076172
	Iteration 40F: 3 clusters Score -3785566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Entering Unmasked Estep 
Score: -5349426.500000 Penalty: 2701.364990
	Iteration 0F: 2 clusters Score -5349426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5313315.500000 Penalty: 5402.729980
	Iteration 0F: 3 clusters Score -5313316 nChanged 24915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5328038.500000 Penalty: 5402.729980
	Iteration 1F: 3 clusters Score -5328038 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5330076.500000 Penalty: 5402.729980
	Iteration 2F: 3 clusters Score -5330076 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5333401.000000 Penalty: 5402.729980
	Iteration 3F: 3 clusters Score -5333401 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -5338548.500000 Penalty: 5402.729980
	Iteration 4F: 3 clusters Score -5338548 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5346396.000000 Penalty: 5402.729980
	Iteration 5F: 3 clusters Score -5346396 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5357326.500000 Penalty: 5402.729980
	Iteration 6F: 3 clusters Score -5357326 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5365897.000000 Penalty: 5402.729980
	Iteration 7F: 3 clusters Score -5365897 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5370585.500000 Penalty: 5402.729980
	Iteration 8Q: 3 clusters Score -5370586 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -5372419.000000 Penalty: 5402.729980
	Iteration 9Q: 3 clusters Score -5372419 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5372891.000000 Penalty: 5402.729980
	Iteration 10Q: 3 clusters Score -5372891 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5373554.000000 Penalty: 5402.729980
	Iteration 11Q: 3 clusters Score -5373554 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5374572.000000 Penalty: 5402.729980
	Iteration 12Q: 3 clusters Score -5374572 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5376549.500000 Penalty: 5402.729980
	Iteration 13Q: 3 clusters Score -5376550 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5379131.000000 Penalty: 5402.729980
	Iteration 14Q: 3 clusters Score -5379131 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -5380703.000000 Penalty: 5402.729980
	Iteration 15Q: 3 clusters Score -5380703 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5381065.000000 Penalty: 5402.729980
	Iteration 16Q: 3 clusters Score -5381065 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5381119.500000 Penalty: 5402.729980
	Iteration 17Q: 3 clusters Score -5381120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5381142.500000 Penalty: 5402.729980
	Iteration 18Q: 3 clusters Score -5381142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5381154.000000 Penalty: 5402.729980
	Iteration 19Q: 3 clusters Score -5381154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -5381153.500000 Penalty: 5402.729980
	Iteration 20F: 3 clusters Score -5381154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -5381158.500000 Penalty: 5402.729980
	Iteration 21Q: 3 clusters Score -5381158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -5381157.000000 Penalty: 5402.729980
	Iteration 22Q: 3 clusters Score -5381157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5381156.500000 Penalty: 5402.729980
	Iteration 23Q: 3 clusters Score -5381156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5381157.000000 Penalty: 5402.729980
	Iteration 24Q: 3 clusters Score -5381157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5381157.000000 Penalty: 5402.729980
	Iteration 25F: 3 clusters Score -5381157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 62534 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 25126 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Mstep: Class 26 contains 8382 members 
Mstep: Class 27 contains 11003 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 79069 members 
Mstep: Class 30 contains 28651 members 
Entering Unmasked Estep 
Score: -58840652.000000 Penalty: 99305.992188
Splitting cluster 18 changes total score from -58767268.000000 to -58840652.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (36334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Entering Unmasked Estep 
Score: -3650778.750000 Penalty: 2604.126221
	Iteration 0F: 2 clusters Score -3650779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3626142.750000 Penalty: 5208.252441
	Iteration 0F: 3 clusters Score -3626143 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3635645.250000 Penalty: 5208.252441
	Iteration 1F: 3 clusters Score -3635645 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3636877.000000 Penalty: 5208.252441
	Iteration 2F: 3 clusters Score -3636877 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3638659.250000 Penalty: 5208.252441
	Iteration 3F: 3 clusters Score -3638659 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3641657.000000 Penalty: 5208.252441
	Iteration 4F: 3 clusters Score -3641657 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3647054.750000 Penalty: 5208.252441
	Iteration 5F: 3 clusters Score -3647055 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3652791.750000 Penalty: 5208.252441
	Iteration 6F: 3 clusters Score -3652792 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3654901.750000 Penalty: 5208.252441
	Iteration 7F: 3 clusters Score -3654902 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3656111.750000 Penalty: 5208.252441
	Iteration 8Q: 3 clusters Score -3656112 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3657031.000000 Penalty: 5208.252441
	Iteration 9Q: 3 clusters Score -3657031 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3657891.750000 Penalty: 5208.252441
	Iteration 10Q: 3 clusters Score -3657892 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3658826.750000 Penalty: 5208.252441
	Iteration 11Q: 3 clusters Score -3658827 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3660056.250000 Penalty: 5208.252441
	Iteration 12Q: 3 clusters Score -3660056 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3661735.000000 Penalty: 5208.252441
	Iteration 13Q: 3 clusters Score -3661735 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3663967.750000 Penalty: 5208.252441
	Iteration 14Q: 3 clusters Score -3663968 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3665673.250000 Penalty: 5208.252441
	Iteration 15Q: 3 clusters Score -3665673 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3666154.750000 Penalty: 5208.252441
	Iteration 16Q: 3 clusters Score -3666155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3666191.000000 Penalty: 5208.252441
	Iteration 17Q: 3 clusters Score -3666191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3666202.000000 Penalty: 5208.252441
	Iteration 18Q: 3 clusters Score -3666202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3666199.750000 Penalty: 5208.252441
	Iteration 19Q: 3 clusters Score -3666200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3666200.750000 Penalty: 5208.252441
	Iteration 20F: 3 clusters Score -3666201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 62534 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 25126 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 44589 members 
Mstep: Class 26 contains 8382 members 
Mstep: Class 27 contains 11003 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 79069 members 
Mstep: Class 30 contains 28651 members 
Mstep: Class 31 contains 27126 members 
Entering Unmasked Estep 
Score: -58855664.000000 Penalty: 102616.195312
Splitting cluster 19 changes total score from -58767268.000000 to -58855664.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (19330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Entering Unmasked Estep 
Score: -1714933.625000 Penalty: 2447.614502
	Iteration 0F: 2 clusters Score -1714934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1701218.750000 Penalty: 4895.229004
	Iteration 0F: 3 clusters Score -1701219 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1705933.875000 Penalty: 4895.229004
	Iteration 1F: 3 clusters Score -1705934 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1706661.625000 Penalty: 4895.229004
	Iteration 2F: 3 clusters Score -1706662 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1707486.625000 Penalty: 4895.229004
	Iteration 3F: 3 clusters Score -1707487 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1708452.250000 Penalty: 4895.229004
	Iteration 4F: 3 clusters Score -1708452 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1709538.750000 Penalty: 4895.229004
	Iteration 5F: 3 clusters Score -1709539 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1710677.875000 Penalty: 4895.229004
	Iteration 6F: 3 clusters Score -1710678 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1711600.625000 Penalty: 4895.229004
	Iteration 7F: 3 clusters Score -1711601 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1712173.750000 Penalty: 4895.229004
	Iteration 8Q: 3 clusters Score -1712174 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1712551.750000 Penalty: 4895.229004
	Iteration 9Q: 3 clusters Score -1712552 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1712810.500000 Penalty: 4895.229004
	Iteration 10Q: 3 clusters Score -1712810 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1712956.750000 Penalty: 4895.229004
	Iteration 11Q: 3 clusters Score -1712957 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1713062.125000 Penalty: 4895.229004
	Iteration 12Q: 3 clusters Score -1713062 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1713138.125000 Penalty: 4895.229004
	Iteration 13Q: 3 clusters Score -1713138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1713212.125000 Penalty: 4895.229004
	Iteration 14Q: 3 clusters Score -1713212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1713264.500000 Penalty: 4895.229004
	Iteration 15Q: 3 clusters Score -1713264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1713307.750000 Penalty: 4895.229004
	Iteration 16Q: 3 clusters Score -1713308 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1713345.875000 Penalty: 4895.229004
	Iteration 17Q: 3 clusters Score -1713346 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1713391.500000 Penalty: 4895.229004
	Iteration 18Q: 3 clusters Score -1713392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1713420.250000 Penalty: 4895.229004
	Iteration 19Q: 3 clusters Score -1713420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1713448.000000 Penalty: 4895.229004
	Iteration 20F: 3 clusters Score -1713448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1713488.875000 Penalty: 4895.229004
	Iteration 21Q: 3 clusters Score -1713489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1713508.750000 Penalty: 4895.229004
	Iteration 22Q: 3 clusters Score -1713509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1713521.375000 Penalty: 4895.229004
	Iteration 23Q: 3 clusters Score -1713521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1713535.000000 Penalty: 4895.229004
	Iteration 24Q: 3 clusters Score -1713535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1713550.875000 Penalty: 4895.229004
	Iteration 25Q: 3 clusters Score -1713551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1713569.250000 Penalty: 4895.229004
	Iteration 26Q: 3 clusters Score -1713569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1713583.125000 Penalty: 4895.229004
	Iteration 27Q: 3 clusters Score -1713583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1713586.250000 Penalty: 4895.229004
	Iteration 28Q: 3 clusters Score -1713586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1713602.500000 Penalty: 4895.229004
	Iteration 29Q: 3 clusters Score -1713602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1713613.750000 Penalty: 4895.229004
	Iteration 30Q: 3 clusters Score -1713614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1713625.125000 Penalty: 4895.229004
	Iteration 31Q: 3 clusters Score -1713625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1713629.500000 Penalty: 4895.229004
	Iteration 32Q: 3 clusters Score -1713630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1713635.125000 Penalty: 4895.229004
	Iteration 33Q: 3 clusters Score -1713635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1713643.875000 Penalty: 4895.229004
	Iteration 34Q: 3 clusters Score -1713644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1713647.625000 Penalty: 4895.229004
	Iteration 35Q: 3 clusters Score -1713648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1713652.750000 Penalty: 4895.229004
	Iteration 36Q: 3 clusters Score -1713653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1713659.000000 Penalty: 4895.229004
	Iteration 37Q: 3 clusters Score -1713659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1713664.625000 Penalty: 4895.229004
	Iteration 38Q: 3 clusters Score -1713665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1713667.625000 Penalty: 4895.229004
	Iteration 39Q: 3 clusters Score -1713668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1713668.625000 Penalty: 4895.229004
	Iteration 40F: 3 clusters Score -1713669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1713675.750000 Penalty: 4895.229004
	Iteration 41Q: 3 clusters Score -1713676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1713678.250000 Penalty: 4895.229004
	Iteration 42Q: 3 clusters Score -1713678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1713679.625000 Penalty: 4895.229004
	Iteration 43Q: 3 clusters Score -1713680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1713682.125000 Penalty: 4895.229004
	Iteration 44Q: 3 clusters Score -1713682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1713693.375000 Penalty: 4895.229004
	Iteration 45Q: 3 clusters Score -1713693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1713705.500000 Penalty: 4895.229004
	Iteration 46Q: 3 clusters Score -1713706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1713723.625000 Penalty: 4895.229004
	Iteration 47Q: 3 clusters Score -1713724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1713740.500000 Penalty: 4895.229004
	Iteration 48Q: 3 clusters Score -1713740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1713750.750000 Penalty: 4895.229004
	Iteration 49Q: 3 clusters Score -1713751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1713755.875000 Penalty: 4895.229004
	Iteration 50Q: 3 clusters Score -1713756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1713768.000000 Penalty: 4895.229004
	Iteration 51Q: 3 clusters Score -1713768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1713782.875000 Penalty: 4895.229004
	Iteration 52Q: 3 clusters Score -1713783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1713788.875000 Penalty: 4895.229004
	Iteration 53Q: 3 clusters Score -1713789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1713794.625000 Penalty: 4895.229004
	Iteration 54Q: 3 clusters Score -1713795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1713813.125000 Penalty: 4895.229004
	Iteration 55Q: 3 clusters Score -1713813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1713824.000000 Penalty: 4895.229004
	Iteration 56Q: 3 clusters Score -1713824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1713835.375000 Penalty: 4895.229004
	Iteration 57Q: 3 clusters Score -1713835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1713842.750000 Penalty: 4895.229004
	Iteration 58Q: 3 clusters Score -1713843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1713852.000000 Penalty: 4895.229004
	Iteration 59Q: 3 clusters Score -1713852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1713872.875000 Penalty: 4895.229004
	Iteration 60F: 3 clusters Score -1713873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1713876.375000 Penalty: 4895.229004
	Iteration 61Q: 3 clusters Score -1713876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1713883.625000 Penalty: 4895.229004
	Iteration 62Q: 3 clusters Score -1713884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1713896.500000 Penalty: 4895.229004
	Iteration 63Q: 3 clusters Score -1713896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1713906.125000 Penalty: 4895.229004
	Iteration 64Q: 3 clusters Score -1713906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1713923.875000 Penalty: 4895.229004
	Iteration 65Q: 3 clusters Score -1713924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1713934.625000 Penalty: 4895.229004
	Iteration 66Q: 3 clusters Score -1713935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1713947.250000 Penalty: 4895.229004
	Iteration 67Q: 3 clusters Score -1713947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1713949.875000 Penalty: 4895.229004
	Iteration 68Q: 3 clusters Score -1713950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1713963.000000 Penalty: 4895.229004
	Iteration 69Q: 3 clusters Score -1713963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1713973.250000 Penalty: 4895.229004
	Iteration 70Q: 3 clusters Score -1713973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1713986.250000 Penalty: 4895.229004
	Iteration 71Q: 3 clusters Score -1713986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1713995.250000 Penalty: 4895.229004
	Iteration 72Q: 3 clusters Score -1713995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1713996.250000 Penalty: 4895.229004
	Iteration 73Q: 3 clusters Score -1713996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1714010.250000 Penalty: 4895.229004
	Iteration 74Q: 3 clusters Score -1714010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1714016.500000 Penalty: 4895.229004
	Iteration 75Q: 3 clusters Score -1714016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1714027.250000 Penalty: 4895.229004
	Iteration 76Q: 3 clusters Score -1714027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1714030.875000 Penalty: 4895.229004
	Iteration 77Q: 3 clusters Score -1714031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1714036.000000 Penalty: 4895.229004
	Iteration 78Q: 3 clusters Score -1714036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1714038.750000 Penalty: 4895.229004
	Iteration 79Q: 3 clusters Score -1714039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1714036.875000 Penalty: 4895.229004
	Iteration 80F: 3 clusters Score -1714037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1714037.750000 Penalty: 4895.229004
	Iteration 81Q: 3 clusters Score -1714038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1714044.000000 Penalty: 4895.229004
	Iteration 82Q: 3 clusters Score -1714044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1714044.750000 Penalty: 4895.229004
	Iteration 83Q: 3 clusters Score -1714045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1714045.750000 Penalty: 4895.229004
	Iteration 84Q: 3 clusters Score -1714046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1714047.625000 Penalty: 4895.229004
	Iteration 85Q: 3 clusters Score -1714048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1714050.250000 Penalty: 4895.229004
	Iteration 86Q: 3 clusters Score -1714050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1714058.500000 Penalty: 4895.229004
	Iteration 87Q: 3 clusters Score -1714058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1714068.625000 Penalty: 4895.229004
	Iteration 88Q: 3 clusters Score -1714069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1714075.375000 Penalty: 4895.229004
	Iteration 89Q: 3 clusters Score -1714075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1714084.875000 Penalty: 4895.229004
	Iteration 90Q: 3 clusters Score -1714085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1714103.375000 Penalty: 4895.229004
	Iteration 91Q: 3 clusters Score -1714103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1714118.750000 Penalty: 4895.229004
	Iteration 92Q: 3 clusters Score -1714119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1714123.750000 Penalty: 4895.229004
	Iteration 93Q: 3 clusters Score -1714124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1714130.875000 Penalty: 4895.229004
	Iteration 94Q: 3 clusters Score -1714131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1714139.750000 Penalty: 4895.229004
	Iteration 95Q: 3 clusters Score -1714140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1714148.375000 Penalty: 4895.229004
	Iteration 96Q: 3 clusters Score -1714148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1714157.375000 Penalty: 4895.229004
	Iteration 97Q: 3 clusters Score -1714157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1714159.750000 Penalty: 4895.229004
	Iteration 98Q: 3 clusters Score -1714160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1714166.250000 Penalty: 4895.229004
	Iteration 99Q: 3 clusters Score -1714166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1714171.750000 Penalty: 4895.229004
	Iteration 100F: 3 clusters Score -1714172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1714173.000000 Penalty: 4895.229004
	Iteration 101Q: 3 clusters Score -1714173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1714183.750000 Penalty: 4895.229004
	Iteration 102Q: 3 clusters Score -1714184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1714188.625000 Penalty: 4895.229004
	Iteration 103Q: 3 clusters Score -1714189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1714194.000000 Penalty: 4895.229004
	Iteration 104Q: 3 clusters Score -1714194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1714201.250000 Penalty: 4895.229004
	Iteration 105Q: 3 clusters Score -1714201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1714204.875000 Penalty: 4895.229004
	Iteration 106Q: 3 clusters Score -1714205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1714205.250000 Penalty: 4895.229004
	Iteration 107Q: 3 clusters Score -1714205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1714212.750000 Penalty: 4895.229004
	Iteration 108Q: 3 clusters Score -1714213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1714212.125000 Penalty: 4895.229004
	Iteration 109Q: 3 clusters Score -1714212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1714212.625000 Penalty: 4895.229004
	Iteration 110Q: 3 clusters Score -1714213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1714212.500000 Penalty: 4895.229004
	Iteration 111Q: 3 clusters Score -1714212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1714213.000000 Penalty: 4895.229004
	Iteration 112Q: 3 clusters Score -1714213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1714217.125000 Penalty: 4895.229004
	Iteration 113Q: 3 clusters Score -1714217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1714214.875000 Penalty: 4895.229004
	Iteration 114Q: 3 clusters Score -1714215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1714217.000000 Penalty: 4895.229004
	Iteration 115Q: 3 clusters Score -1714217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1714216.375000 Penalty: 4895.229004
	Iteration 116Q: 3 clusters Score -1714216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1714216.375000 Penalty: 4895.229004
	Iteration 117F: 3 clusters Score -1714216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 4694 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 44946 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 62534 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 31793 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 17 contains 38045 members 
Mstep: Class 18 contains 25126 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 19330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58874320.000000 Penalty: 102616.195312
Iteration 39Q: 32 clusters Score -5.887432e+07 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 27568 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 29073 members 
Mstep: Class 7 contains 44572 members 
Mstep: Class 8 contains 6310 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 9617 members 
Mstep: Class 12 contains 63205 members 
Mstep: Class 13 contains 16912 members 
Mstep: Class 14 contains 32302 members 
Mstep: Class 15 contains 16243 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 37759 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9485 members 
Mstep: Class 20 contains 19969 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 43049 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 10802 members 
Mstep: Class 28 contains 17873 members 
Mstep: Class 29 contains 77266 members 
Mstep: Class 30 contains 27617 members 
Mstep: Class 31 contains 27291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58891184.000000 Penalty: 102616.195312
Iteration 40F: 32 clusters Score -5.889118e+07 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 29139 members 
Mstep: Class 7 contains 44257 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 5554 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 62707 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 31403 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 16 contains 15861 members 
Mstep: Class 17 contains 37128 members 
Mstep: Class 18 contains 25267 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 20 contains 18948 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 16839 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 43253 members 
Mstep: Class 26 contains 8417 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 17797 members 
Mstep: Class 29 contains 79768 members 
Mstep: Class 30 contains 27797 members 
Mstep: Class 31 contains 27497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58896136.000000 Penalty: 102616.195312
Iteration 41Q: 32 clusters Score -5.889614e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 26696 members 
Mstep: Class 4 contains 5405 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 29225 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 9043 members 
Mstep: Class 12 contains 62518 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 14 contains 30641 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 15976 members 
Mstep: Class 17 contains 36698 members 
Mstep: Class 18 contains 25283 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 18392 members 
Mstep: Class 21 contains 3380 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 17046 members 
Mstep: Class 24 contains 3483 members 
Mstep: Class 25 contains 43114 members 
Mstep: Class 26 contains 8488 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 17706 members 
Mstep: Class 29 contains 81710 members 
Mstep: Class 30 contains 27836 members 
Mstep: Class 31 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898712.000000 Penalty: 102616.195312
Iteration 42Q: 32 clusters Score -5.889871e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 26424 members 
Mstep: Class 4 contains 5476 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 29311 members 
Mstep: Class 7 contains 44142 members 
Mstep: Class 8 contains 6748 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 62434 members 
Mstep: Class 13 contains 16578 members 
Mstep: Class 14 contains 29971 members 
Mstep: Class 15 contains 15282 members 
Mstep: Class 16 contains 16055 members 
Mstep: Class 17 contains 36380 members 
Mstep: Class 18 contains 25278 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 17955 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 5348 members 
Mstep: Class 23 contains 17179 members 
Mstep: Class 24 contains 3584 members 
Mstep: Class 25 contains 42940 members 
Mstep: Class 26 contains 8556 members 
Mstep: Class 27 contains 11160 members 
Mstep: Class 28 contains 17646 members 
Mstep: Class 29 contains 83256 members 
Mstep: Class 30 contains 27903 members 
Mstep: Class 31 contains 27483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900224.000000 Penalty: 102616.195312
Iteration 43Q: 32 clusters Score -5.890022e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 26214 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 29373 members 
Mstep: Class 7 contains 44120 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 8659 members 
Mstep: Class 12 contains 62342 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 14 contains 29396 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 16162 members 
Mstep: Class 17 contains 36155 members 
Mstep: Class 18 contains 25263 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 5236 members 
Mstep: Class 23 contains 17276 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 42825 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 11227 members 
Mstep: Class 28 contains 17579 members 
Mstep: Class 29 contains 84487 members 
Mstep: Class 30 contains 27976 members 
Mstep: Class 31 contains 27418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901200.000000 Penalty: 102616.195312
Iteration 44Q: 32 clusters Score -5.89012e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7019 members 
Mstep: Class 3 contains 26053 members 
Mstep: Class 4 contains 5566 members 
Mstep: Class 5 contains 6331 members 
Mstep: Class 6 contains 29438 members 
Mstep: Class 7 contains 44124 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 8480 members 
Mstep: Class 12 contains 62280 members 
Mstep: Class 13 contains 16616 members 
Mstep: Class 14 contains 28882 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 16 contains 16210 members 
Mstep: Class 17 contains 35943 members 
Mstep: Class 18 contains 25259 members 
Mstep: Class 19 contains 9619 members 
Mstep: Class 20 contains 17309 members 
Mstep: Class 21 contains 3624 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 17349 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 42733 members 
Mstep: Class 26 contains 8656 members 
Mstep: Class 27 contains 11272 members 
Mstep: Class 28 contains 17520 members 
Mstep: Class 29 contains 85555 members 
Mstep: Class 30 contains 28069 members 
Mstep: Class 31 contains 27351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901696.000000 Penalty: 102616.195312
Iteration 45Q: 32 clusters Score -5.89017e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7023 members 
Mstep: Class 3 contains 25906 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 6349 members 
Mstep: Class 6 contains 29503 members 
Mstep: Class 7 contains 44142 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 6023 members 
Mstep: Class 11 contains 8325 members 
Mstep: Class 12 contains 62269 members 
Mstep: Class 13 contains 16634 members 
Mstep: Class 14 contains 28383 members 
Mstep: Class 15 contains 15036 members 
Mstep: Class 16 contains 16251 members 
Mstep: Class 17 contains 35771 members 
Mstep: Class 18 contains 25254 members 
Mstep: Class 19 contains 9621 members 
Mstep: Class 20 contains 17021 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 17380 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 42640 members 
Mstep: Class 26 contains 8701 members 
Mstep: Class 27 contains 11316 members 
Mstep: Class 28 contains 17464 members 
Mstep: Class 29 contains 86510 members 
Mstep: Class 30 contains 28148 members 
Mstep: Class 31 contains 27295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902360.000000 Penalty: 102616.195312
Iteration 46Q: 32 clusters Score -5.890236e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 25786 members 
Mstep: Class 4 contains 5640 members 
Mstep: Class 5 contains 6351 members 
Mstep: Class 6 contains 29557 members 
Mstep: Class 7 contains 44165 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 4741 members 
Mstep: Class 10 contains 6079 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 62235 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 27932 members 
Mstep: Class 15 contains 15000 members 
Mstep: Class 16 contains 16270 members 
Mstep: Class 17 contains 35645 members 
Mstep: Class 18 contains 25248 members 
Mstep: Class 19 contains 9624 members 
Mstep: Class 20 contains 16817 members 
Mstep: Class 21 contains 3722 members 
Mstep: Class 22 contains 4959 members 
Mstep: Class 23 contains 17408 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 42557 members 
Mstep: Class 26 contains 8739 members 
Mstep: Class 27 contains 11362 members 
Mstep: Class 28 contains 17425 members 
Mstep: Class 29 contains 87312 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 27242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902888.000000 Penalty: 102616.195312
Iteration 47Q: 32 clusters Score -5.890289e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 25679 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 6349 members 
Mstep: Class 6 contains 29610 members 
Mstep: Class 7 contains 44183 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 62236 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 27509 members 
Mstep: Class 15 contains 14978 members 
Mstep: Class 16 contains 16260 members 
Mstep: Class 17 contains 35521 members 
Mstep: Class 18 contains 25244 members 
Mstep: Class 19 contains 9624 members 
Mstep: Class 20 contains 16639 members 
Mstep: Class 21 contains 3742 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 17455 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 42475 members 
Mstep: Class 26 contains 8778 members 
Mstep: Class 27 contains 11402 members 
Mstep: Class 28 contains 17414 members 
Mstep: Class 29 contains 88013 members 
Mstep: Class 30 contains 28237 members 
Mstep: Class 31 contains 27171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58903036.000000 Penalty: 102616.195312
Iteration 48Q: 32 clusters Score -5.890304e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 25585 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 29656 members 
Mstep: Class 7 contains 44204 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 62230 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 27119 members 
Mstep: Class 15 contains 14964 members 
Mstep: Class 16 contains 16271 members 
Mstep: Class 17 contains 35417 members 
Mstep: Class 18 contains 25244 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 20 contains 16521 members 
Mstep: Class 21 contains 3753 members 
Mstep: Class 22 contains 4841 members 
Mstep: Class 23 contains 17485 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 42399 members 
Mstep: Class 26 contains 8818 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 17395 members 
Mstep: Class 29 contains 88606 members 
Mstep: Class 30 contains 28272 members 
Mstep: Class 31 contains 27093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58903092.000000 Penalty: 102616.195312
Iteration 49Q: 32 clusters Score -5.890309e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 6308 members 
Mstep: Class 6 contains 29692 members 
Mstep: Class 7 contains 44225 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 7885 members 
Mstep: Class 12 contains 62232 members 
Mstep: Class 13 contains 16698 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 14962 members 
Mstep: Class 16 contains 16263 members 
Mstep: Class 17 contains 35339 members 
Mstep: Class 18 contains 25243 members 
Mstep: Class 19 contains 9634 members 
Mstep: Class 20 contains 16447 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 17492 members 
Mstep: Class 24 contains 4054 members 
Mstep: Class 25 contains 42344 members 
Mstep: Class 26 contains 8864 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 17367 members 
Mstep: Class 29 contains 89102 members 
Mstep: Class 30 contains 28295 members 
Mstep: Class 31 contains 27018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58903640.000000 Penalty: 102616.195312
Iteration 50Q: 32 clusters Score -5.890364e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 25471 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 29717 members 
Mstep: Class 7 contains 44244 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 62240 members 
Mstep: Class 13 contains 16718 members 
Mstep: Class 14 contains 26443 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 35282 members 
Mstep: Class 18 contains 25245 members 
Mstep: Class 19 contains 9642 members 
Mstep: Class 20 contains 16394 members 
Mstep: Class 21 contains 3764 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 17520 members 
Mstep: Class 24 contains 4095 members 
Mstep: Class 25 contains 42293 members 
Mstep: Class 26 contains 8909 members 
Mstep: Class 27 contains 11463 members 
Mstep: Class 28 contains 17351 members 
Mstep: Class 29 contains 89535 members 
Mstep: Class 30 contains 28314 members 
Mstep: Class 31 contains 26949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904020.000000 Penalty: 102616.195312
Iteration 51Q: 32 clusters Score -5.890402e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 25414 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 29734 members 
Mstep: Class 7 contains 44257 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 6224 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 62236 members 
Mstep: Class 13 contains 16726 members 
Mstep: Class 14 contains 26150 members 
Mstep: Class 15 contains 14962 members 
Mstep: Class 16 contains 16257 members 
Mstep: Class 17 contains 35242 members 
Mstep: Class 18 contains 25247 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 16345 members 
Mstep: Class 21 contains 3766 members 
Mstep: Class 22 contains 4646 members 
Mstep: Class 23 contains 17552 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 42247 members 
Mstep: Class 26 contains 8945 members 
Mstep: Class 27 contains 11476 members 
Mstep: Class 28 contains 17334 members 
Mstep: Class 29 contains 89940 members 
Mstep: Class 30 contains 28332 members 
Mstep: Class 31 contains 26877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904284.000000 Penalty: 102616.195312
Iteration 52Q: 32 clusters Score -5.890428e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 25367 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 29744 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 5053 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 62237 members 
Mstep: Class 13 contains 16730 members 
Mstep: Class 14 contains 25858 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 16250 members 
Mstep: Class 17 contains 35206 members 
Mstep: Class 18 contains 25243 members 
Mstep: Class 19 contains 9658 members 
Mstep: Class 20 contains 16304 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 4597 members 
Mstep: Class 23 contains 17568 members 
Mstep: Class 24 contains 4189 members 
Mstep: Class 25 contains 42213 members 
Mstep: Class 26 contains 8970 members 
Mstep: Class 27 contains 11503 members 
Mstep: Class 28 contains 17326 members 
Mstep: Class 29 contains 90328 members 
Mstep: Class 30 contains 28349 members 
Mstep: Class 31 contains 26776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904284.000000 Penalty: 102616.195312
Iteration 53Q: 32 clusters Score -5.890428e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7211 members 
Mstep: Class 3 contains 25338 members 
Mstep: Class 4 contains 5816 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 29753 members 
Mstep: Class 7 contains 44275 members 
Mstep: Class 8 contains 7081 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 7535 members 
Mstep: Class 12 contains 62241 members 
Mstep: Class 13 contains 16734 members 
Mstep: Class 14 contains 25583 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 16236 members 
Mstep: Class 17 contains 35167 members 
Mstep: Class 18 contains 25243 members 
Mstep: Class 19 contains 9664 members 
Mstep: Class 20 contains 16268 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 4232 members 
Mstep: Class 25 contains 42188 members 
Mstep: Class 26 contains 8990 members 
Mstep: Class 27 contains 11519 members 
Mstep: Class 28 contains 17327 members 
Mstep: Class 29 contains 90687 members 
Mstep: Class 30 contains 28363 members 
Mstep: Class 31 contains 26677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904512.000000 Penalty: 102616.195312
Iteration 54Q: 32 clusters Score -5.890451e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7231 members 
Mstep: Class 3 contains 25320 members 
Mstep: Class 4 contains 5840 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 29762 members 
Mstep: Class 7 contains 44280 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 6212 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 62259 members 
Mstep: Class 13 contains 16737 members 
Mstep: Class 14 contains 25318 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 16 contains 16221 members 
Mstep: Class 17 contains 35138 members 
Mstep: Class 18 contains 25242 members 
Mstep: Class 19 contains 9669 members 
Mstep: Class 20 contains 16228 members 
Mstep: Class 21 contains 3780 members 
Mstep: Class 22 contains 4533 members 
Mstep: Class 23 contains 17594 members 
Mstep: Class 24 contains 4266 members 
Mstep: Class 25 contains 42164 members 
Mstep: Class 26 contains 9023 members 
Mstep: Class 27 contains 11521 members 
Mstep: Class 28 contains 17310 members 
Mstep: Class 29 contains 91019 members 
Mstep: Class 30 contains 28380 members 
Mstep: Class 31 contains 26573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904448.000000 Penalty: 102616.195312
Iteration 55Q: 32 clusters Score -5.890445e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 25308 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 6202 members 
Mstep: Class 6 contains 29772 members 
Mstep: Class 7 contains 44285 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 5186 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 62270 members 
Mstep: Class 13 contains 16753 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 14975 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 35116 members 
Mstep: Class 18 contains 25240 members 
Mstep: Class 19 contains 9673 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 3789 members 
Mstep: Class 22 contains 4498 members 
Mstep: Class 23 contains 17609 members 
Mstep: Class 24 contains 4293 members 
Mstep: Class 25 contains 42142 members 
Mstep: Class 26 contains 9062 members 
Mstep: Class 27 contains 11530 members 
Mstep: Class 28 contains 17299 members 
Mstep: Class 29 contains 91343 members 
Mstep: Class 30 contains 28391 members 
Mstep: Class 31 contains 26439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904708.000000 Penalty: 102616.195312
Iteration 56Q: 32 clusters Score -5.890471e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 6175 members 
Mstep: Class 6 contains 29773 members 
Mstep: Class 7 contains 44291 members 
Mstep: Class 8 contains 7311 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 6227 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 62274 members 
Mstep: Class 13 contains 16764 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 14990 members 
Mstep: Class 16 contains 16175 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 9672 members 
Mstep: Class 20 contains 16169 members 
Mstep: Class 21 contains 3799 members 
Mstep: Class 22 contains 4473 members 
Mstep: Class 23 contains 17601 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 42118 members 
Mstep: Class 26 contains 9104 members 
Mstep: Class 27 contains 11542 members 
Mstep: Class 28 contains 17276 members 
Mstep: Class 29 contains 91655 members 
Mstep: Class 30 contains 28411 members 
Mstep: Class 31 contains 26291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58904924.000000 Penalty: 102616.195312
Iteration 57Q: 32 clusters Score -5.890492e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 25284 members 
Mstep: Class 4 contains 5918 members 
Mstep: Class 5 contains 6151 members 
Mstep: Class 6 contains 29775 members 
Mstep: Class 7 contains 44303 members 
Mstep: Class 8 contains 7436 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 62288 members 
Mstep: Class 13 contains 16772 members 
Mstep: Class 14 contains 24571 members 
Mstep: Class 15 contains 15001 members 
Mstep: Class 16 contains 16172 members 
Mstep: Class 17 contains 35109 members 
Mstep: Class 18 contains 25235 members 
Mstep: Class 19 contains 9672 members 
Mstep: Class 20 contains 16148 members 
Mstep: Class 21 contains 3810 members 
Mstep: Class 22 contains 4442 members 
Mstep: Class 23 contains 17601 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 42090 members 
Mstep: Class 26 contains 9150 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 17252 members 
Mstep: Class 29 contains 91892 members 
Mstep: Class 30 contains 28427 members 
Mstep: Class 31 contains 26117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58905424.000000 Penalty: 102616.195312
Iteration 58Q: 32 clusters Score -5.890542e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 29776 members 
Mstep: Class 7 contains 44319 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 62294 members 
Mstep: Class 13 contains 16775 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 16162 members 
Mstep: Class 17 contains 35103 members 
Mstep: Class 18 contains 25234 members 
Mstep: Class 19 contains 9675 members 
Mstep: Class 20 contains 16136 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 17593 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 42066 members 
Mstep: Class 26 contains 9189 members 
Mstep: Class 27 contains 11582 members 
Mstep: Class 28 contains 17230 members 
Mstep: Class 29 contains 92121 members 
Mstep: Class 30 contains 28447 members 
Mstep: Class 31 contains 25912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58905924.000000 Penalty: 102616.195312
Iteration 59Q: 32 clusters Score -5.890592e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 25264 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 6112 members 
Mstep: Class 6 contains 29782 members 
Mstep: Class 7 contains 44330 members 
Mstep: Class 8 contains 7782 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 6237 members 
Mstep: Class 11 contains 7092 members 
Mstep: Class 12 contains 62301 members 
Mstep: Class 13 contains 16771 members 
Mstep: Class 14 contains 24183 members 
Mstep: Class 15 contains 15031 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 17 contains 35102 members 
Mstep: Class 18 contains 25228 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 4365 members 
Mstep: Class 25 contains 42046 members 
Mstep: Class 26 contains 9231 members 
Mstep: Class 27 contains 11574 members 
Mstep: Class 28 contains 17219 members 
Mstep: Class 29 contains 92345 members 
Mstep: Class 30 contains 28468 members 
Mstep: Class 31 contains 25658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58906924.000000 Penalty: 102616.195312
Iteration 60F: 32 clusters Score -5.890692e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 25257 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 29786 members 
Mstep: Class 7 contains 44343 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 62305 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 23998 members 
Mstep: Class 15 contains 15048 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 35093 members 
Mstep: Class 18 contains 25220 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 16100 members 
Mstep: Class 21 contains 3827 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 17576 members 
Mstep: Class 24 contains 4387 members 
Mstep: Class 25 contains 42012 members 
Mstep: Class 26 contains 9279 members 
Mstep: Class 27 contains 11581 members 
Mstep: Class 28 contains 17212 members 
Mstep: Class 29 contains 92559 members 
Mstep: Class 30 contains 28492 members 
Mstep: Class 31 contains 25191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908132.000000 Penalty: 102616.195312
Iteration 61Q: 32 clusters Score -5.890813e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 25246 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 29791 members 
Mstep: Class 7 contains 44359 members 
Mstep: Class 8 contains 8808 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 62312 members 
Mstep: Class 13 contains 16763 members 
Mstep: Class 14 contains 23815 members 
Mstep: Class 15 contains 15083 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 35090 members 
Mstep: Class 18 contains 25216 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 17568 members 
Mstep: Class 24 contains 4405 members 
Mstep: Class 25 contains 41970 members 
Mstep: Class 26 contains 9338 members 
Mstep: Class 27 contains 11597 members 
Mstep: Class 28 contains 17197 members 
Mstep: Class 29 contains 92760 members 
Mstep: Class 30 contains 28525 members 
Mstep: Class 31 contains 24462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910640.000000 Penalty: 102616.195312
Iteration 62Q: 32 clusters Score -5.891064e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 29785 members 
Mstep: Class 7 contains 44375 members 
Mstep: Class 8 contains 9622 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 62319 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 23668 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 16 contains 16096 members 
Mstep: Class 17 contains 35091 members 
Mstep: Class 18 contains 25212 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 16128 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 4149 members 
Mstep: Class 23 contains 17566 members 
Mstep: Class 24 contains 4421 members 
Mstep: Class 25 contains 41924 members 
Mstep: Class 26 contains 9408 members 
Mstep: Class 27 contains 11596 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 92929 members 
Mstep: Class 30 contains 28576 members 
Mstep: Class 31 contains 23511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58915924.000000 Penalty: 102616.195312
Iteration 63Q: 32 clusters Score -5.891592e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 25219 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 29780 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 62314 members 
Mstep: Class 13 contains 16713 members 
Mstep: Class 14 contains 23532 members 
Mstep: Class 15 contains 15186 members 
Mstep: Class 16 contains 16076 members 
Mstep: Class 17 contains 35090 members 
Mstep: Class 18 contains 25215 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 4075 members 
Mstep: Class 23 contains 17550 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 41870 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 11602 members 
Mstep: Class 28 contains 17171 members 
Mstep: Class 29 contains 93097 members 
Mstep: Class 30 contains 28630 members 
Mstep: Class 31 contains 22897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58919096.000000 Penalty: 102616.195312
Iteration 64Q: 32 clusters Score -5.89191e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7549 members 
Mstep: Class 3 contains 25208 members 
Mstep: Class 4 contains 6049 members 
Mstep: Class 5 contains 6025 members 
Mstep: Class 6 contains 29782 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 62309 members 
Mstep: Class 13 contains 16688 members 
Mstep: Class 14 contains 23425 members 
Mstep: Class 15 contains 15262 members 
Mstep: Class 16 contains 16061 members 
Mstep: Class 17 contains 35095 members 
Mstep: Class 18 contains 25209 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 16173 members 
Mstep: Class 21 contains 3888 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 17536 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 41827 members 
Mstep: Class 26 contains 9608 members 
Mstep: Class 27 contains 11602 members 
Mstep: Class 28 contains 17172 members 
Mstep: Class 29 contains 93217 members 
Mstep: Class 30 contains 28700 members 
Mstep: Class 31 contains 22725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58919388.000000 Penalty: 102616.195312
Iteration 65Q: 32 clusters Score -5.891939e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7628 members 
Mstep: Class 3 contains 25201 members 
Mstep: Class 4 contains 6056 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 29786 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 9831 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 6197 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 62308 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 23316 members 
Mstep: Class 15 contains 15321 members 
Mstep: Class 16 contains 16056 members 
Mstep: Class 17 contains 35096 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9788 members 
Mstep: Class 20 contains 16186 members 
Mstep: Class 21 contains 3896 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 17536 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 41792 members 
Mstep: Class 26 contains 9696 members 
Mstep: Class 27 contains 11599 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 93342 members 
Mstep: Class 30 contains 28746 members 
Mstep: Class 31 contains 22691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58919780.000000 Penalty: 102616.195312
Iteration 66Q: 32 clusters Score -5.891978e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7703 members 
Mstep: Class 3 contains 25194 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 29797 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 6189 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 62315 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 23214 members 
Mstep: Class 15 contains 15375 members 
Mstep: Class 16 contains 16041 members 
Mstep: Class 17 contains 35090 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 9809 members 
Mstep: Class 20 contains 16196 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 17524 members 
Mstep: Class 24 contains 4491 members 
Mstep: Class 25 contains 41773 members 
Mstep: Class 26 contains 9777 members 
Mstep: Class 27 contains 11610 members 
Mstep: Class 28 contains 17148 members 
Mstep: Class 29 contains 93464 members 
Mstep: Class 30 contains 28775 members 
Mstep: Class 31 contains 22683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58919704.000000 Penalty: 102616.195312
Iteration 67Q: 32 clusters Score -5.89197e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7771 members 
Mstep: Class 3 contains 25187 members 
Mstep: Class 4 contains 6083 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 29805 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 62322 members 
Mstep: Class 13 contains 16694 members 
Mstep: Class 14 contains 23118 members 
Mstep: Class 15 contains 15427 members 
Mstep: Class 16 contains 16030 members 
Mstep: Class 17 contains 35087 members 
Mstep: Class 18 contains 25196 members 
Mstep: Class 19 contains 9835 members 
Mstep: Class 20 contains 16199 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 3818 members 
Mstep: Class 23 contains 17519 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 25 contains 41749 members 
Mstep: Class 26 contains 9832 members 
Mstep: Class 27 contains 11616 members 
Mstep: Class 28 contains 17131 members 
Mstep: Class 29 contains 93585 members 
Mstep: Class 30 contains 28801 members 
Mstep: Class 31 contains 22683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58919932.000000 Penalty: 102616.195312
Iteration 68Q: 32 clusters Score -5.891993e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7851 members 
Mstep: Class 3 contains 25182 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 29814 members 
Mstep: Class 7 contains 44419 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 62323 members 
Mstep: Class 13 contains 16698 members 
Mstep: Class 14 contains 22994 members 
Mstep: Class 15 contains 15460 members 
Mstep: Class 16 contains 16014 members 
Mstep: Class 17 contains 35077 members 
Mstep: Class 18 contains 25195 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 17521 members 
Mstep: Class 24 contains 4514 members 
Mstep: Class 25 contains 41723 members 
Mstep: Class 26 contains 9888 members 
Mstep: Class 27 contains 11609 members 
Mstep: Class 28 contains 17109 members 
Mstep: Class 29 contains 93722 members 
Mstep: Class 30 contains 28814 members 
Mstep: Class 31 contains 22681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58919916.000000 Penalty: 102616.195312
Iteration 69Q: 32 clusters Score -5.891992e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7920 members 
Mstep: Class 3 contains 25180 members 
Mstep: Class 4 contains 6105 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 29822 members 
Mstep: Class 7 contains 44432 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 5732 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 62317 members 
Mstep: Class 13 contains 16680 members 
Mstep: Class 14 contains 22894 members 
Mstep: Class 15 contains 15494 members 
Mstep: Class 16 contains 16003 members 
Mstep: Class 17 contains 35067 members 
Mstep: Class 18 contains 25192 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 16217 members 
Mstep: Class 21 contains 3953 members 
Mstep: Class 22 contains 3681 members 
Mstep: Class 23 contains 17517 members 
Mstep: Class 24 contains 4523 members 
Mstep: Class 25 contains 41705 members 
Mstep: Class 26 contains 9928 members 
Mstep: Class 27 contains 11599 members 
Mstep: Class 28 contains 17083 members 
Mstep: Class 29 contains 93835 members 
Mstep: Class 30 contains 28825 members 
Mstep: Class 31 contains 22681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920112.000000 Penalty: 102616.195312
Iteration 70Q: 32 clusters Score -5.892011e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 25172 members 
Mstep: Class 4 contains 6115 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 29826 members 
Mstep: Class 7 contains 44444 members 
Mstep: Class 8 contains 9227 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 6750 members 
Mstep: Class 12 contains 62306 members 
Mstep: Class 13 contains 16671 members 
Mstep: Class 14 contains 22802 members 
Mstep: Class 15 contains 15516 members 
Mstep: Class 16 contains 15990 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 25194 members 
Mstep: Class 19 contains 9901 members 
Mstep: Class 20 contains 16239 members 
Mstep: Class 21 contains 3977 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 17515 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 41698 members 
Mstep: Class 26 contains 9965 members 
Mstep: Class 27 contains 11594 members 
Mstep: Class 28 contains 17052 members 
Mstep: Class 29 contains 93946 members 
Mstep: Class 30 contains 28827 members 
Mstep: Class 31 contains 22673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920080.000000 Penalty: 102616.195312
Iteration 71Q: 32 clusters Score -5.892008e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 25167 members 
Mstep: Class 4 contains 6125 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 29832 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 6747 members 
Mstep: Class 12 contains 62296 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 22730 members 
Mstep: Class 15 contains 15563 members 
Mstep: Class 16 contains 15983 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 25195 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 16259 members 
Mstep: Class 21 contains 3990 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 17508 members 
Mstep: Class 24 contains 4552 members 
Mstep: Class 25 contains 41672 members 
Mstep: Class 26 contains 10005 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 17025 members 
Mstep: Class 29 contains 94038 members 
Mstep: Class 30 contains 28823 members 
Mstep: Class 31 contains 22673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920032.000000 Penalty: 102616.195312
Iteration 72Q: 32 clusters Score -5.892003e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 25163 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 9073 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 6196 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 62290 members 
Mstep: Class 13 contains 16662 members 
Mstep: Class 14 contains 22670 members 
Mstep: Class 15 contains 15601 members 
Mstep: Class 16 contains 15980 members 
Mstep: Class 17 contains 35061 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9927 members 
Mstep: Class 20 contains 16273 members 
Mstep: Class 21 contains 4009 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 17502 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 41654 members 
Mstep: Class 26 contains 10031 members 
Mstep: Class 27 contains 11586 members 
Mstep: Class 28 contains 17004 members 
Mstep: Class 29 contains 94110 members 
Mstep: Class 30 contains 28826 members 
Mstep: Class 31 contains 22669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920188.000000 Penalty: 102616.195312
Iteration 73Q: 32 clusters Score -5.892019e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 25159 members 
Mstep: Class 4 contains 6138 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 29837 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 9022 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 6193 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 22608 members 
Mstep: Class 15 contains 15635 members 
Mstep: Class 16 contains 15972 members 
Mstep: Class 17 contains 35063 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 9934 members 
Mstep: Class 20 contains 16293 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 3517 members 
Mstep: Class 23 contains 17490 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 41642 members 
Mstep: Class 26 contains 10048 members 
Mstep: Class 27 contains 11583 members 
Mstep: Class 28 contains 16972 members 
Mstep: Class 29 contains 94183 members 
Mstep: Class 30 contains 28825 members 
Mstep: Class 31 contains 22666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920232.000000 Penalty: 102616.195312
Iteration 74Q: 32 clusters Score -5.892023e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 25158 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 29837 members 
Mstep: Class 7 contains 44501 members 
Mstep: Class 8 contains 8973 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 62283 members 
Mstep: Class 13 contains 16654 members 
Mstep: Class 14 contains 22541 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 15960 members 
Mstep: Class 17 contains 35065 members 
Mstep: Class 18 contains 25195 members 
Mstep: Class 19 contains 9940 members 
Mstep: Class 20 contains 16304 members 
Mstep: Class 21 contains 4053 members 
Mstep: Class 22 contains 3488 members 
Mstep: Class 23 contains 17484 members 
Mstep: Class 24 contains 4575 members 
Mstep: Class 25 contains 41625 members 
Mstep: Class 26 contains 10070 members 
Mstep: Class 27 contains 11580 members 
Mstep: Class 28 contains 16942 members 
Mstep: Class 29 contains 94267 members 
Mstep: Class 30 contains 28822 members 
Mstep: Class 31 contains 22666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920372.000000 Penalty: 102616.195312
Iteration 75Q: 32 clusters Score -5.892037e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 25152 members 
Mstep: Class 4 contains 6157 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 44515 members 
Mstep: Class 8 contains 8930 members 
Mstep: Class 9 contains 5751 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 62283 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 22478 members 
Mstep: Class 15 contains 15679 members 
Mstep: Class 16 contains 15955 members 
Mstep: Class 17 contains 35062 members 
Mstep: Class 18 contains 25192 members 
Mstep: Class 19 contains 9946 members 
Mstep: Class 20 contains 16317 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 22 contains 3461 members 
Mstep: Class 23 contains 17479 members 
Mstep: Class 24 contains 4578 members 
Mstep: Class 25 contains 41609 members 
Mstep: Class 26 contains 10098 members 
Mstep: Class 27 contains 11578 members 
Mstep: Class 28 contains 16922 members 
Mstep: Class 29 contains 94333 members 
Mstep: Class 30 contains 28821 members 
Mstep: Class 31 contains 22664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920424.000000 Penalty: 102616.195312
Iteration 76Q: 32 clusters Score -5.892042e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8189 members 
Mstep: Class 3 contains 25147 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 5837 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 44520 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 5751 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 12 contains 62287 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 22403 members 
Mstep: Class 15 contains 15688 members 
Mstep: Class 16 contains 15953 members 
Mstep: Class 17 contains 35058 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 16319 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 3443 members 
Mstep: Class 23 contains 17474 members 
Mstep: Class 24 contains 4583 members 
Mstep: Class 25 contains 41601 members 
Mstep: Class 26 contains 10124 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 16903 members 
Mstep: Class 29 contains 94419 members 
Mstep: Class 30 contains 28822 members 
Mstep: Class 31 contains 22661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920380.000000 Penalty: 102616.195312
Iteration 77Q: 32 clusters Score -5.892038e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8218 members 
Mstep: Class 3 contains 25142 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 29836 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22326 members 
Mstep: Class 15 contains 15693 members 
Mstep: Class 16 contains 15954 members 
Mstep: Class 17 contains 35054 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 16313 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 3426 members 
Mstep: Class 23 contains 17463 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 41597 members 
Mstep: Class 26 contains 10147 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 16891 members 
Mstep: Class 29 contains 94514 members 
Mstep: Class 30 contains 28822 members 
Mstep: Class 31 contains 22661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58920432.000000 Penalty: 102616.195312
Iteration 78Q: 32 clusters Score -5.892043e+07 nChanged 267
Entering ConstructFrom: 
Score: -58920432.000000 Penalty: 102616.195312
Entering ConstructFrom: 
Trying to split cluster 1 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -286966.531250 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -286966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -283317.437500 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -283317.4 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -285001.375000 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -285001.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -285856.218750 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -285856.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -286352.406250 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -286352.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -286696.843750 Penalty: 4088.145752
	Iteration 4F: 3 clusters Score -286696.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -286905.000000 Penalty: 4088.145752
	Iteration 5Q: 3 clusters Score -286905 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -287014.562500 Penalty: 4088.145752
	Iteration 6Q: 3 clusters Score -287014.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -287084.625000 Penalty: 4088.145752
	Iteration 7Q: 3 clusters Score -287084.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -287138.718750 Penalty: 4088.145752
	Iteration 8Q: 3 clusters Score -287138.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -287192.437500 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -287192.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -287238.375000 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -287238.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -287267.281250 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -287267.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -287291.406250 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -287291.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -287310.437500 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -287310.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -287322.000000 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -287322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -287333.062500 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -287333.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -287340.687500 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -287340.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -287346.343750 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -287346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -287351.468750 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -287351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -287354.281250 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -287354.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -287359.187500 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -287359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -287361.968750 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -287362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -287365.312500 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -287365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -287367.125000 Penalty: 4088.145752
	Iteration 23Q: 3 clusters Score -287367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -287367.687500 Penalty: 4088.145752
	Iteration 24Q: 3 clusters Score -287367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -287367.687500 Penalty: 4088.145752
	Iteration 25F: 3 clusters Score -287367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 8826 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 2101 members 
Entering Unmasked Estep 
Score: -58919572.000000 Penalty: 105926.390625
Splitting cluster 1 changes total score from -58920432.000000 to -58919572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -750240.312500 Penalty: 2236.185547
	Iteration 0F: 2 clusters Score -750240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -743693.812500 Penalty: 4472.371094
	Iteration 0F: 3 clusters Score -743693.8 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -745777.437500 Penalty: 4472.371094
	Iteration 1F: 3 clusters Score -745777.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -746818.750000 Penalty: 4472.371094
	Iteration 2F: 3 clusters Score -746818.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -748289.000000 Penalty: 4472.371094
	Iteration 3F: 3 clusters Score -748289 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -749529.062500 Penalty: 4472.371094
	Iteration 4F: 3 clusters Score -749529.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -750318.062500 Penalty: 4472.371094
	Iteration 5F: 3 clusters Score -750318.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -750747.312500 Penalty: 4472.371094
	Iteration 6F: 3 clusters Score -750747.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -751014.562500 Penalty: 4472.371094
	Iteration 7Q: 3 clusters Score -751014.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -751153.625000 Penalty: 4472.371094
	Iteration 8Q: 3 clusters Score -751153.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -751247.937500 Penalty: 4472.371094
	Iteration 9Q: 3 clusters Score -751247.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -751310.562500 Penalty: 4472.371094
	Iteration 10Q: 3 clusters Score -751310.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -751358.000000 Penalty: 4472.371094
	Iteration 11Q: 3 clusters Score -751358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -751402.062500 Penalty: 4472.371094
	Iteration 12Q: 3 clusters Score -751402.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -751428.125000 Penalty: 4472.371094
	Iteration 13Q: 3 clusters Score -751428.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -751451.312500 Penalty: 4472.371094
	Iteration 14Q: 3 clusters Score -751451.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -751468.875000 Penalty: 4472.371094
	Iteration 15Q: 3 clusters Score -751468.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -751480.875000 Penalty: 4472.371094
	Iteration 16Q: 3 clusters Score -751480.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -751488.375000 Penalty: 4472.371094
	Iteration 17Q: 3 clusters Score -751488.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -751499.125000 Penalty: 4472.371094
	Iteration 18Q: 3 clusters Score -751499.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -751508.875000 Penalty: 4472.371094
	Iteration 19Q: 3 clusters Score -751508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -751515.187500 Penalty: 4472.371094
	Iteration 20F: 3 clusters Score -751515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -751519.125000 Penalty: 4472.371094
	Iteration 21Q: 3 clusters Score -751519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -751522.875000 Penalty: 4472.371094
	Iteration 22Q: 3 clusters Score -751522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -751527.250000 Penalty: 4472.371094
	Iteration 23Q: 3 clusters Score -751527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -751528.000000 Penalty: 4472.371094
	Iteration 24Q: 3 clusters Score -751528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -751528.187500 Penalty: 4472.371094
	Iteration 25Q: 3 clusters Score -751528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -751528.500000 Penalty: 4472.371094
	Iteration 26Q: 3 clusters Score -751528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -751528.937500 Penalty: 4472.371094
	Iteration 27Q: 3 clusters Score -751528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -751527.000000 Penalty: 4472.371094
	Iteration 28Q: 3 clusters Score -751527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -751528.750000 Penalty: 4472.371094
	Iteration 29Q: 3 clusters Score -751528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -751527.000000 Penalty: 4472.371094
	Iteration 30Q: 3 clusters Score -751527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -751528.687500 Penalty: 4472.371094
	Iteration 31Q: 3 clusters Score -751528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -751528.687500 Penalty: 4472.371094
	Iteration 32Q: 3 clusters Score -751528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -751530.437500 Penalty: 4472.371094
	Iteration 33Q: 3 clusters Score -751530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -751530.437500 Penalty: 4472.371094
	Iteration 34F: 3 clusters Score -751530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 8826 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Entering Unmasked Estep 
Score: -58920880.000000 Penalty: 105926.390625
Splitting cluster 2 changes total score from -58920432.000000 to -58920880.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (25137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Entering Unmasked Estep 
Score: -2443532.750000 Penalty: 2512.759766
	Iteration 0F: 2 clusters Score -2443533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2426181.750000 Penalty: 5025.519531
	Iteration 0F: 3 clusters Score -2426182 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2432274.250000 Penalty: 5025.519531
	Iteration 1F: 3 clusters Score -2432274 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2432783.750000 Penalty: 5025.519531
	Iteration 2F: 3 clusters Score -2432784 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2433246.250000 Penalty: 5025.519531
	Iteration 3Q: 3 clusters Score -2433246 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2433736.250000 Penalty: 5025.519531
	Iteration 4Q: 3 clusters Score -2433736 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2434312.000000 Penalty: 5025.519531
	Iteration 5Q: 3 clusters Score -2434312 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2435023.250000 Penalty: 5025.519531
	Iteration 6Q: 3 clusters Score -2435023 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2435951.750000 Penalty: 5025.519531
	Iteration 7F: 3 clusters Score -2435952 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2437077.750000 Penalty: 5025.519531
	Iteration 8F: 3 clusters Score -2437078 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2438202.250000 Penalty: 5025.519531
	Iteration 9F: 3 clusters Score -2438202 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2439157.250000 Penalty: 5025.519531
	Iteration 10Q: 3 clusters Score -2439157 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2439941.750000 Penalty: 5025.519531
	Iteration 11Q: 3 clusters Score -2439942 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2440389.000000 Penalty: 5025.519531
	Iteration 12Q: 3 clusters Score -2440389 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2440653.500000 Penalty: 5025.519531
	Iteration 13Q: 3 clusters Score -2440654 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2440849.000000 Penalty: 5025.519531
	Iteration 14Q: 3 clusters Score -2440849 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2440985.750000 Penalty: 5025.519531
	Iteration 15Q: 3 clusters Score -2440986 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2441082.000000 Penalty: 5025.519531
	Iteration 16Q: 3 clusters Score -2441082 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2441157.250000 Penalty: 5025.519531
	Iteration 17Q: 3 clusters Score -2441157 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2441248.750000 Penalty: 5025.519531
	Iteration 18Q: 3 clusters Score -2441249 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2441312.000000 Penalty: 5025.519531
	Iteration 19Q: 3 clusters Score -2441312 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2441358.500000 Penalty: 5025.519531
	Iteration 20F: 3 clusters Score -2441358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2441391.750000 Penalty: 5025.519531
	Iteration 21Q: 3 clusters Score -2441392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2441430.500000 Penalty: 5025.519531
	Iteration 22Q: 3 clusters Score -2441430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2441458.750000 Penalty: 5025.519531
	Iteration 23Q: 3 clusters Score -2441459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2441480.500000 Penalty: 5025.519531
	Iteration 24Q: 3 clusters Score -2441480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2441509.250000 Penalty: 5025.519531
	Iteration 25Q: 3 clusters Score -2441509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2441533.250000 Penalty: 5025.519531
	Iteration 26Q: 3 clusters Score -2441533 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2441558.500000 Penalty: 5025.519531
	Iteration 27Q: 3 clusters Score -2441558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2441575.250000 Penalty: 5025.519531
	Iteration 28Q: 3 clusters Score -2441575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2441600.250000 Penalty: 5025.519531
	Iteration 29Q: 3 clusters Score -2441600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2441618.000000 Penalty: 5025.519531
	Iteration 30Q: 3 clusters Score -2441618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2441649.750000 Penalty: 5025.519531
	Iteration 31Q: 3 clusters Score -2441650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2441662.250000 Penalty: 5025.519531
	Iteration 32Q: 3 clusters Score -2441662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2441679.750000 Penalty: 5025.519531
	Iteration 33Q: 3 clusters Score -2441680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2441688.250000 Penalty: 5025.519531
	Iteration 34Q: 3 clusters Score -2441688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2441701.500000 Penalty: 5025.519531
	Iteration 35Q: 3 clusters Score -2441702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2441701.500000 Penalty: 5025.519531
	Iteration 36Q: 3 clusters Score -2441702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2441703.000000 Penalty: 5025.519531
	Iteration 37Q: 3 clusters Score -2441703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2441722.000000 Penalty: 5025.519531
	Iteration 38Q: 3 clusters Score -2441722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2441732.250000 Penalty: 5025.519531
	Iteration 39Q: 3 clusters Score -2441732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2441734.250000 Penalty: 5025.519531
	Iteration 40F: 3 clusters Score -2441734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2441741.500000 Penalty: 5025.519531
	Iteration 41Q: 3 clusters Score -2441742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2441742.500000 Penalty: 5025.519531
	Iteration 42Q: 3 clusters Score -2441742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2441741.750000 Penalty: 5025.519531
	Iteration 43Q: 3 clusters Score -2441742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2441745.500000 Penalty: 5025.519531
	Iteration 44Q: 3 clusters Score -2441746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2441744.000000 Penalty: 5025.519531
	Iteration 45Q: 3 clusters Score -2441744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2441750.500000 Penalty: 5025.519531
	Iteration 46Q: 3 clusters Score -2441750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2441748.000000 Penalty: 5025.519531
	Iteration 47Q: 3 clusters Score -2441748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2441755.750000 Penalty: 5025.519531
	Iteration 48Q: 3 clusters Score -2441756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2441759.750000 Penalty: 5025.519531
	Iteration 49Q: 3 clusters Score -2441760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2441760.250000 Penalty: 5025.519531
	Iteration 50Q: 3 clusters Score -2441760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2441762.500000 Penalty: 5025.519531
	Iteration 51Q: 3 clusters Score -2441762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2441766.500000 Penalty: 5025.519531
	Iteration 52Q: 3 clusters Score -2441766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2441771.000000 Penalty: 5025.519531
	Iteration 53Q: 3 clusters Score -2441771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2441778.500000 Penalty: 5025.519531
	Iteration 54Q: 3 clusters Score -2441778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2441779.750000 Penalty: 5025.519531
	Iteration 55Q: 3 clusters Score -2441780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2441780.000000 Penalty: 5025.519531
	Iteration 56Q: 3 clusters Score -2441780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2441783.500000 Penalty: 5025.519531
	Iteration 57Q: 3 clusters Score -2441784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2441785.750000 Penalty: 5025.519531
	Iteration 58Q: 3 clusters Score -2441786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2441791.000000 Penalty: 5025.519531
	Iteration 59Q: 3 clusters Score -2441791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2441793.250000 Penalty: 5025.519531
	Iteration 60F: 3 clusters Score -2441793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2441791.750000 Penalty: 5025.519531
	Iteration 61Q: 3 clusters Score -2441792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2441796.000000 Penalty: 5025.519531
	Iteration 62Q: 3 clusters Score -2441796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2441803.000000 Penalty: 5025.519531
	Iteration 63Q: 3 clusters Score -2441803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2441802.750000 Penalty: 5025.519531
	Iteration 64Q: 3 clusters Score -2441803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2441810.000000 Penalty: 5025.519531
	Iteration 65Q: 3 clusters Score -2441810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2441813.250000 Penalty: 5025.519531
	Iteration 66Q: 3 clusters Score -2441813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2441810.250000 Penalty: 5025.519531
	Iteration 67Q: 3 clusters Score -2441810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2441814.000000 Penalty: 5025.519531
	Iteration 68Q: 3 clusters Score -2441814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2441808.750000 Penalty: 5025.519531
	Iteration 69Q: 3 clusters Score -2441809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2441819.250000 Penalty: 5025.519531
	Iteration 70Q: 3 clusters Score -2441819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2441816.750000 Penalty: 5025.519531
	Iteration 71Q: 3 clusters Score -2441817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2441816.250000 Penalty: 5025.519531
	Iteration 72Q: 3 clusters Score -2441816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2441817.750000 Penalty: 5025.519531
	Iteration 73Q: 3 clusters Score -2441818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2441821.750000 Penalty: 5025.519531
	Iteration 74Q: 3 clusters Score -2441822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2441821.000000 Penalty: 5025.519531
	Iteration 75Q: 3 clusters Score -2441821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2441820.750000 Penalty: 5025.519531
	Iteration 76Q: 3 clusters Score -2441821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2441821.500000 Penalty: 5025.519531
	Iteration 77Q: 3 clusters Score -2441822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2441824.750000 Penalty: 5025.519531
	Iteration 78Q: 3 clusters Score -2441825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2441826.250000 Penalty: 5025.519531
	Iteration 79Q: 3 clusters Score -2441826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2441824.500000 Penalty: 5025.519531
	Iteration 80F: 3 clusters Score -2441824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -551585.187500 Penalty: 2164.930664
	Iteration 0F: 2 clusters Score -551585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -546372.875000 Penalty: 4329.861328
	Iteration 0F: 3 clusters Score -546372.9 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -547926.625000 Penalty: 4329.861328
	Iteration 1F: 3 clusters Score -547926.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -548503.250000 Penalty: 4329.861328
	Iteration 2F: 3 clusters Score -548503.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -549074.750000 Penalty: 4329.861328
	Iteration 3F: 3 clusters Score -549074.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -549710.812500 Penalty: 4329.861328
	Iteration 4F: 3 clusters Score -549710.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -550278.937500 Penalty: 4329.861328
	Iteration 5F: 3 clusters Score -550278.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -550646.250000 Penalty: 4329.861328
	Iteration 6F: 3 clusters Score -550646.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -550881.312500 Penalty: 4329.861328
	Iteration 7Q: 3 clusters Score -550881.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -551054.500000 Penalty: 4329.861328
	Iteration 8Q: 3 clusters Score -551054.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -551190.812500 Penalty: 4329.861328
	Iteration 9Q: 3 clusters Score -551190.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -551306.687500 Penalty: 4329.861328
	Iteration 10Q: 3 clusters Score -551306.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -551390.562500 Penalty: 4329.861328
	Iteration 11Q: 3 clusters Score -551390.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -551441.750000 Penalty: 4329.861328
	Iteration 12Q: 3 clusters Score -551441.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -551478.250000 Penalty: 4329.861328
	Iteration 13Q: 3 clusters Score -551478.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -551504.812500 Penalty: 4329.861328
	Iteration 14Q: 3 clusters Score -551504.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -551528.062500 Penalty: 4329.861328
	Iteration 15Q: 3 clusters Score -551528.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -551548.000000 Penalty: 4329.861328
	Iteration 16Q: 3 clusters Score -551548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -551562.937500 Penalty: 4329.861328
	Iteration 17Q: 3 clusters Score -551562.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -551572.500000 Penalty: 4329.861328
	Iteration 18Q: 3 clusters Score -551572.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -551580.437500 Penalty: 4329.861328
	Iteration 19Q: 3 clusters Score -551580.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -551587.500000 Penalty: 4329.861328
	Iteration 20F: 3 clusters Score -551587.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -551592.875000 Penalty: 4329.861328
	Iteration 21Q: 3 clusters Score -551592.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -551600.875000 Penalty: 4329.861328
	Iteration 22Q: 3 clusters Score -551600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -551604.375000 Penalty: 4329.861328
	Iteration 23Q: 3 clusters Score -551604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -551609.500000 Penalty: 4329.861328
	Iteration 24Q: 3 clusters Score -551609.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -551610.812500 Penalty: 4329.861328
	Iteration 25Q: 3 clusters Score -551610.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -551618.437500 Penalty: 4329.861328
	Iteration 26Q: 3 clusters Score -551618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -551620.750000 Penalty: 4329.861328
	Iteration 27Q: 3 clusters Score -551620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -551624.125000 Penalty: 4329.861328
	Iteration 28Q: 3 clusters Score -551624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -551627.062500 Penalty: 4329.861328
	Iteration 29Q: 3 clusters Score -551627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -551627.312500 Penalty: 4329.861328
	Iteration 30Q: 3 clusters Score -551627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -551628.250000 Penalty: 4329.861328
	Iteration 31Q: 3 clusters Score -551628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -551630.125000 Penalty: 4329.861328
	Iteration 32Q: 3 clusters Score -551630.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -551630.437500 Penalty: 4329.861328
	Iteration 33Q: 3 clusters Score -551630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -551632.875000 Penalty: 4329.861328
	Iteration 34Q: 3 clusters Score -551632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -551633.812500 Penalty: 4329.861328
	Iteration 35Q: 3 clusters Score -551633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -551634.250000 Penalty: 4329.861328
	Iteration 36Q: 3 clusters Score -551634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -551632.875000 Penalty: 4329.861328
	Iteration 37Q: 3 clusters Score -551632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -551632.875000 Penalty: 4329.861328
	Iteration 38F: 3 clusters Score -551632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 8826 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 1929 members 
Entering Unmasked Estep 
Score: -58919724.000000 Penalty: 109236.593750
Splitting cluster 4 changes total score from -58920432.000000 to -58919724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -518484.437500 Penalty: 2149.755371
	Iteration 0F: 2 clusters Score -518484.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -513475.750000 Penalty: 4299.510742
	Iteration 0F: 3 clusters Score -513475.8 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -514985.156250 Penalty: 4299.510742
	Iteration 1F: 3 clusters Score -514985.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -515384.125000 Penalty: 4299.510742
	Iteration 2F: 3 clusters Score -515384.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -515680.406250 Penalty: 4299.510742
	Iteration 3F: 3 clusters Score -515680.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -515942.031250 Penalty: 4299.510742
	Iteration 4F: 3 clusters Score -515942 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -516142.843750 Penalty: 4299.510742
	Iteration 5Q: 3 clusters Score -516142.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -516302.468750 Penalty: 4299.510742
	Iteration 6Q: 3 clusters Score -516302.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -516412.125000 Penalty: 4299.510742
	Iteration 7Q: 3 clusters Score -516412.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -516511.531250 Penalty: 4299.510742
	Iteration 8Q: 3 clusters Score -516511.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -516615.125000 Penalty: 4299.510742
	Iteration 9Q: 3 clusters Score -516615.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -516711.343750 Penalty: 4299.510742
	Iteration 10Q: 3 clusters Score -516711.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -516820.750000 Penalty: 4299.510742
	Iteration 11Q: 3 clusters Score -516820.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -516928.656250 Penalty: 4299.510742
	Iteration 12Q: 3 clusters Score -516928.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -517019.156250 Penalty: 4299.510742
	Iteration 13Q: 3 clusters Score -517019.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -517082.468750 Penalty: 4299.510742
	Iteration 14Q: 3 clusters Score -517082.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -517132.906250 Penalty: 4299.510742
	Iteration 15Q: 3 clusters Score -517132.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -517165.031250 Penalty: 4299.510742
	Iteration 16Q: 3 clusters Score -517165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -517198.343750 Penalty: 4299.510742
	Iteration 17Q: 3 clusters Score -517198.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -517227.531250 Penalty: 4299.510742
	Iteration 18Q: 3 clusters Score -517227.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -517251.562500 Penalty: 4299.510742
	Iteration 19Q: 3 clusters Score -517251.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -517273.781250 Penalty: 4299.510742
	Iteration 20F: 3 clusters Score -517273.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -517291.312500 Penalty: 4299.510742
	Iteration 21Q: 3 clusters Score -517291.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -517303.406250 Penalty: 4299.510742
	Iteration 22Q: 3 clusters Score -517303.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -517310.250000 Penalty: 4299.510742
	Iteration 23Q: 3 clusters Score -517310.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -517316.906250 Penalty: 4299.510742
	Iteration 24Q: 3 clusters Score -517316.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -517320.781250 Penalty: 4299.510742
	Iteration 25Q: 3 clusters Score -517320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -517323.500000 Penalty: 4299.510742
	Iteration 26Q: 3 clusters Score -517323.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -517328.875000 Penalty: 4299.510742
	Iteration 27Q: 3 clusters Score -517328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -517333.000000 Penalty: 4299.510742
	Iteration 28Q: 3 clusters Score -517333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -517334.812500 Penalty: 4299.510742
	Iteration 29Q: 3 clusters Score -517334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -517336.906250 Penalty: 4299.510742
	Iteration 30Q: 3 clusters Score -517336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -517340.031250 Penalty: 4299.510742
	Iteration 31Q: 3 clusters Score -517340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -517341.968750 Penalty: 4299.510742
	Iteration 32Q: 3 clusters Score -517342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -517343.000000 Penalty: 4299.510742
	Iteration 33Q: 3 clusters Score -517343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517345.437500 Penalty: 4299.510742
	Iteration 34Q: 3 clusters Score -517345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -517344.968750 Penalty: 4299.510742
	Iteration 35Q: 3 clusters Score -517345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -517346.250000 Penalty: 4299.510742
	Iteration 36Q: 3 clusters Score -517346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -517346.906250 Penalty: 4299.510742
	Iteration 37Q: 3 clusters Score -517346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -517347.625000 Penalty: 4299.510742
	Iteration 38Q: 3 clusters Score -517347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -517350.125000 Penalty: 4299.510742
	Iteration 39Q: 3 clusters Score -517350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517352.187500 Penalty: 4299.510742
	Iteration 40F: 3 clusters Score -517352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517354.093750 Penalty: 4299.510742
	Iteration 41Q: 3 clusters Score -517354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -517355.187500 Penalty: 4299.510742
	Iteration 42Q: 3 clusters Score -517355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -517354.968750 Penalty: 4299.510742
	Iteration 43Q: 3 clusters Score -517355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -517355.062500 Penalty: 4299.510742
	Iteration 44Q: 3 clusters Score -517355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -517355.125000 Penalty: 4299.510742
	Iteration 45Q: 3 clusters Score -517355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -517356.281250 Penalty: 4299.510742
	Iteration 46Q: 3 clusters Score -517356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -517356.625000 Penalty: 4299.510742
	Iteration 47Q: 3 clusters Score -517356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -517357.406250 Penalty: 4299.510742
	Iteration 48Q: 3 clusters Score -517357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -517357.406250 Penalty: 4299.510742
	Iteration 49F: 3 clusters Score -517357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Entering Unmasked Estep 
Score: -2982131.000000 Penalty: 2555.244141
	Iteration 0F: 2 clusters Score -2982131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2961645.500000 Penalty: 5110.488281
	Iteration 0F: 3 clusters Score -2961646 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2968961.500000 Penalty: 5110.488281
	Iteration 1F: 3 clusters Score -2968962 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2969416.250000 Penalty: 5110.488281
	Iteration 2Q: 3 clusters Score -2969416 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2969844.500000 Penalty: 5110.488281
	Iteration 3Q: 3 clusters Score -2969844 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2970336.500000 Penalty: 5110.488281
	Iteration 4Q: 3 clusters Score -2970336 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2970904.250000 Penalty: 5110.488281
	Iteration 5Q: 3 clusters Score -2970904 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2971704.750000 Penalty: 5110.488281
	Iteration 6F: 3 clusters Score -2971705 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2972815.500000 Penalty: 5110.488281
	Iteration 7F: 3 clusters Score -2972816 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2974210.000000 Penalty: 5110.488281
	Iteration 8F: 3 clusters Score -2974210 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2975716.750000 Penalty: 5110.488281
	Iteration 9F: 3 clusters Score -2975717 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2976939.750000 Penalty: 5110.488281
	Iteration 10F: 3 clusters Score -2976940 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -2977864.000000 Penalty: 5110.488281
	Iteration 11Q: 3 clusters Score -2977864 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -2978543.500000 Penalty: 5110.488281
	Iteration 12Q: 3 clusters Score -2978544 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -2979034.000000 Penalty: 5110.488281
	Iteration 13Q: 3 clusters Score -2979034 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2979343.250000 Penalty: 5110.488281
	Iteration 14Q: 3 clusters Score -2979343 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2979546.500000 Penalty: 5110.488281
	Iteration 15Q: 3 clusters Score -2979546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -2979667.250000 Penalty: 5110.488281
	Iteration 16Q: 3 clusters Score -2979667 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -2979732.500000 Penalty: 5110.488281
	Iteration 17Q: 3 clusters Score -2979732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2979783.750000 Penalty: 5110.488281
	Iteration 18Q: 3 clusters Score -2979784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -2979835.750000 Penalty: 5110.488281
	Iteration 19Q: 3 clusters Score -2979836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -2979874.750000 Penalty: 5110.488281
	Iteration 20F: 3 clusters Score -2979875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2979900.250000 Penalty: 5110.488281
	Iteration 21Q: 3 clusters Score -2979900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -2979923.500000 Penalty: 5110.488281
	Iteration 22Q: 3 clusters Score -2979924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2979927.750000 Penalty: 5110.488281
	Iteration 23Q: 3 clusters Score -2979928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -2979940.500000 Penalty: 5110.488281
	Iteration 24Q: 3 clusters Score -2979940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2979946.750000 Penalty: 5110.488281
	Iteration 25Q: 3 clusters Score -2979947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2979945.250000 Penalty: 5110.488281
	Iteration 26Q: 3 clusters Score -2979945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2979952.000000 Penalty: 5110.488281
	Iteration 27Q: 3 clusters Score -2979952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2979956.500000 Penalty: 5110.488281
	Iteration 28Q: 3 clusters Score -2979956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2979966.000000 Penalty: 5110.488281
	Iteration 29Q: 3 clusters Score -2979966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2979960.500000 Penalty: 5110.488281
	Iteration 30Q: 3 clusters Score -2979960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2979961.500000 Penalty: 5110.488281
	Iteration 31Q: 3 clusters Score -2979962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -2979956.750000 Penalty: 5110.488281
	Iteration 32Q: 3 clusters Score -2979957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -2979962.750000 Penalty: 5110.488281
	Iteration 33Q: 3 clusters Score -2979963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2979964.250000 Penalty: 5110.488281
	Iteration 34Q: 3 clusters Score -2979964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2979964.250000 Penalty: 5110.488281
	Iteration 35Q: 3 clusters Score -2979964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -2979968.000000 Penalty: 5110.488281
	Iteration 36Q: 3 clusters Score -2979968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -2979968.750000 Penalty: 5110.488281
	Iteration 37Q: 3 clusters Score -2979969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -2979968.750000 Penalty: 5110.488281
	Iteration 38F: 3 clusters Score -2979969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Entering Unmasked Estep 
Score: -4351101.500000 Penalty: 2654.577393
	Iteration 0F: 2 clusters Score -4351102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4320838.500000 Penalty: 5309.154785
	Iteration 0F: 3 clusters Score -4320838 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4332190.500000 Penalty: 5309.154785
	Iteration 1F: 3 clusters Score -4332190 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4332985.500000 Penalty: 5309.154785
	Iteration 2Q: 3 clusters Score -4332986 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4334015.000000 Penalty: 5309.154785
	Iteration 3F: 3 clusters Score -4334015 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4335518.000000 Penalty: 5309.154785
	Iteration 4F: 3 clusters Score -4335518 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4337584.500000 Penalty: 5309.154785
	Iteration 5F: 3 clusters Score -4337584 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4340225.500000 Penalty: 5309.154785
	Iteration 6F: 3 clusters Score -4340226 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4342890.500000 Penalty: 5309.154785
	Iteration 7F: 3 clusters Score -4342890 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4344972.500000 Penalty: 5309.154785
	Iteration 8F: 3 clusters Score -4344972 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -4346358.500000 Penalty: 5309.154785
	Iteration 9Q: 3 clusters Score -4346358 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4347213.500000 Penalty: 5309.154785
	Iteration 10Q: 3 clusters Score -4347214 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4347652.500000 Penalty: 5309.154785
	Iteration 11Q: 3 clusters Score -4347652 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4347928.500000 Penalty: 5309.154785
	Iteration 12Q: 3 clusters Score -4347928 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4348100.000000 Penalty: 5309.154785
	Iteration 13Q: 3 clusters Score -4348100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -4348203.500000 Penalty: 5309.154785
	Iteration 14Q: 3 clusters Score -4348204 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4348278.000000 Penalty: 5309.154785
	Iteration 15Q: 3 clusters Score -4348278 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4348355.500000 Penalty: 5309.154785
	Iteration 16Q: 3 clusters Score -4348356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4348440.000000 Penalty: 5309.154785
	Iteration 17Q: 3 clusters Score -4348440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4348505.000000 Penalty: 5309.154785
	Iteration 18Q: 3 clusters Score -4348505 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4348556.000000 Penalty: 5309.154785
	Iteration 19Q: 3 clusters Score -4348556 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -4348618.000000 Penalty: 5309.154785
	Iteration 20F: 3 clusters Score -4348618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4348643.500000 Penalty: 5309.154785
	Iteration 21Q: 3 clusters Score -4348644 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4348681.500000 Penalty: 5309.154785
	Iteration 22Q: 3 clusters Score -4348682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -4348699.500000 Penalty: 5309.154785
	Iteration 23Q: 3 clusters Score -4348700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -4348716.000000 Penalty: 5309.154785
	Iteration 24Q: 3 clusters Score -4348716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4348755.500000 Penalty: 5309.154785
	Iteration 25Q: 3 clusters Score -4348756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -4348758.500000 Penalty: 5309.154785
	Iteration 26Q: 3 clusters Score -4348758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4348754.000000 Penalty: 5309.154785
	Iteration 27Q: 3 clusters Score -4348754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4348773.000000 Penalty: 5309.154785
	Iteration 28Q: 3 clusters Score -4348773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -4348786.500000 Penalty: 5309.154785
	Iteration 29Q: 3 clusters Score -4348786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -4348802.000000 Penalty: 5309.154785
	Iteration 30Q: 3 clusters Score -4348802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -4348850.000000 Penalty: 5309.154785
	Iteration 31Q: 3 clusters Score -4348850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4348888.000000 Penalty: 5309.154785
	Iteration 32Q: 3 clusters Score -4348888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -4348933.000000 Penalty: 5309.154785
	Iteration 33Q: 3 clusters Score -4348933 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -4348975.500000 Penalty: 5309.154785
	Iteration 34Q: 3 clusters Score -4348976 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -4349027.000000 Penalty: 5309.154785
	Iteration 35Q: 3 clusters Score -4349027 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -4349131.000000 Penalty: 5309.154785
	Iteration 36Q: 3 clusters Score -4349131 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -4349242.500000 Penalty: 5309.154785
	Iteration 37Q: 3 clusters Score -4349242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4349375.000000 Penalty: 5309.154785
	Iteration 38Q: 3 clusters Score -4349375 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -4349517.500000 Penalty: 5309.154785
	Iteration 39Q: 3 clusters Score -4349518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4349641.500000 Penalty: 5309.154785
	Iteration 40F: 3 clusters Score -4349642 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -4349739.500000 Penalty: 5309.154785
	Iteration 41Q: 3 clusters Score -4349740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -4349786.000000 Penalty: 5309.154785
	Iteration 42Q: 3 clusters Score -4349786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -4349820.500000 Penalty: 5309.154785
	Iteration 43Q: 3 clusters Score -4349820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4349856.500000 Penalty: 5309.154785
	Iteration 44Q: 3 clusters Score -4349856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -4349888.500000 Penalty: 5309.154785
	Iteration 45Q: 3 clusters Score -4349888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4349916.500000 Penalty: 5309.154785
	Iteration 46Q: 3 clusters Score -4349916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4349946.000000 Penalty: 5309.154785
	Iteration 47Q: 3 clusters Score -4349946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4349952.000000 Penalty: 5309.154785
	Iteration 48Q: 3 clusters Score -4349952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4349967.500000 Penalty: 5309.154785
	Iteration 49Q: 3 clusters Score -4349968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4349981.000000 Penalty: 5309.154785
	Iteration 50Q: 3 clusters Score -4349981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4349992.000000 Penalty: 5309.154785
	Iteration 51Q: 3 clusters Score -4349992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4350009.500000 Penalty: 5309.154785
	Iteration 52Q: 3 clusters Score -4350010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4350021.500000 Penalty: 5309.154785
	Iteration 53Q: 3 clusters Score -4350022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4350029.000000 Penalty: 5309.154785
	Iteration 54Q: 3 clusters Score -4350029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4350031.500000 Penalty: 5309.154785
	Iteration 55Q: 3 clusters Score -4350032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -4350029.500000 Penalty: 5309.154785
	Iteration 56Q: 3 clusters Score -4350030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4350044.500000 Penalty: 5309.154785
	Iteration 57Q: 3 clusters Score -4350044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4350043.500000 Penalty: 5309.154785
	Iteration 58Q: 3 clusters Score -4350044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -4350045.500000 Penalty: 5309.154785
	Iteration 59Q: 3 clusters Score -4350046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4350038.000000 Penalty: 5309.154785
	Iteration 60F: 3 clusters Score -4350038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -4350037.500000 Penalty: 5309.154785
	Iteration 61Q: 3 clusters Score -4350038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4350046.500000 Penalty: 5309.154785
	Iteration 62Q: 3 clusters Score -4350046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4350045.000000 Penalty: 5309.154785
	Iteration 63Q: 3 clusters Score -4350045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -4350043.500000 Penalty: 5309.154785
	Iteration 64Q: 3 clusters Score -4350044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4350049.000000 Penalty: 5309.154785
	Iteration 65Q: 3 clusters Score -4350049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4350050.000000 Penalty: 5309.154785
	Iteration 66Q: 3 clusters Score -4350050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4350050.000000 Penalty: 5309.154785
	Iteration 67F: 3 clusters Score -4350050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Entering Unmasked Estep 
Score: -869602.937500 Penalty: 2253.193359
	Iteration 0F: 2 clusters Score -869602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -862714.625000 Penalty: 4506.386719
	Iteration 0F: 3 clusters Score -862714.6 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -864739.312500 Penalty: 4506.386719
	Iteration 1F: 3 clusters Score -864739.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -865152.687500 Penalty: 4506.386719
	Iteration 2F: 3 clusters Score -865152.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -865619.500000 Penalty: 4506.386719
	Iteration 3F: 3 clusters Score -865619.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -866233.750000 Penalty: 4506.386719
	Iteration 4F: 3 clusters Score -866233.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -867225.375000 Penalty: 4506.386719
	Iteration 5F: 3 clusters Score -867225.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -868257.000000 Penalty: 4506.386719
	Iteration 6F: 3 clusters Score -868257 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -868997.312500 Penalty: 4506.386719
	Iteration 7F: 3 clusters Score -868997.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -869435.187500 Penalty: 4506.386719
	Iteration 8F: 3 clusters Score -869435.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -869695.250000 Penalty: 4506.386719
	Iteration 9Q: 3 clusters Score -869695.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -869838.875000 Penalty: 4506.386719
	Iteration 10Q: 3 clusters Score -869838.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -869898.875000 Penalty: 4506.386719
	Iteration 11Q: 3 clusters Score -869898.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -869917.000000 Penalty: 4506.386719
	Iteration 12Q: 3 clusters Score -869917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -869932.125000 Penalty: 4506.386719
	Iteration 13Q: 3 clusters Score -869932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -869938.437500 Penalty: 4506.386719
	Iteration 14Q: 3 clusters Score -869938.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -869945.875000 Penalty: 4506.386719
	Iteration 15Q: 3 clusters Score -869945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -869952.500000 Penalty: 4506.386719
	Iteration 16Q: 3 clusters Score -869952.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -869961.125000 Penalty: 4506.386719
	Iteration 17Q: 3 clusters Score -869961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -869964.750000 Penalty: 4506.386719
	Iteration 18Q: 3 clusters Score -869964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -869967.625000 Penalty: 4506.386719
	Iteration 19Q: 3 clusters Score -869967.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -869973.812500 Penalty: 4506.386719
	Iteration 20F: 3 clusters Score -869973.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -869980.437500 Penalty: 4506.386719
	Iteration 21Q: 3 clusters Score -869980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -869986.312500 Penalty: 4506.386719
	Iteration 22Q: 3 clusters Score -869986.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -869986.875000 Penalty: 4506.386719
	Iteration 23Q: 3 clusters Score -869986.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -869993.250000 Penalty: 4506.386719
	Iteration 24Q: 3 clusters Score -869993.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -870001.062500 Penalty: 4506.386719
	Iteration 25Q: 3 clusters Score -870001.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -870010.062500 Penalty: 4506.386719
	Iteration 26Q: 3 clusters Score -870010.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -870022.375000 Penalty: 4506.386719
	Iteration 27Q: 3 clusters Score -870022.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -870043.562500 Penalty: 4506.386719
	Iteration 28Q: 3 clusters Score -870043.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -870063.062500 Penalty: 4506.386719
	Iteration 29Q: 3 clusters Score -870063.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -870081.687500 Penalty: 4506.386719
	Iteration 30Q: 3 clusters Score -870081.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -870101.500000 Penalty: 4506.386719
	Iteration 31Q: 3 clusters Score -870101.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -870146.125000 Penalty: 4506.386719
	Iteration 32Q: 3 clusters Score -870146.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -870248.312500 Penalty: 4506.386719
	Iteration 33Q: 3 clusters Score -870248.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -870448.000000 Penalty: 4506.386719
	Iteration 34Q: 3 clusters Score -870448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -871134.687500 Penalty: 4506.386719
	Iteration 35Q: 3 clusters Score -871134.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -872629.812500 Penalty: 4506.386719
	Iteration 36Q: 3 clusters Score -872629.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -873211.250000 Penalty: 4506.386719
	Iteration 37Q: 3 clusters Score -873211.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -873250.375000 Penalty: 4506.386719
	Iteration 38Q: 3 clusters Score -873250.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -873263.937500 Penalty: 4506.386719
	Iteration 39Q: 3 clusters Score -873263.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -873267.625000 Penalty: 4506.386719
	Iteration 40F: 3 clusters Score -873267.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -873270.812500 Penalty: 4506.386719
	Iteration 41Q: 3 clusters Score -873270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -873271.812500 Penalty: 4506.386719
	Iteration 42Q: 3 clusters Score -873271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -873273.187500 Penalty: 4506.386719
	Iteration 43Q: 3 clusters Score -873273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -873272.125000 Penalty: 4506.386719
	Iteration 44Q: 3 clusters Score -873272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -873272.125000 Penalty: 4506.386719
	Iteration 45F: 3 clusters Score -873272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Entering Unmasked Estep 
Score: -58923740.000000 Penalty: 109236.593750
Splitting cluster 8 changes total score from -58920432.000000 to -58923740.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -525578.250000 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -525578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -520612.125000 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -520612.1 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -522278.531250 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -522278.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -523196.218750 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -523196.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -524027.437500 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -524027.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -524689.625000 Penalty: 4293.417969
	Iteration 4F: 3 clusters Score -524689.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -525015.562500 Penalty: 4293.417969
	Iteration 5F: 3 clusters Score -525015.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -525177.937500 Penalty: 4293.417969
	Iteration 6Q: 3 clusters Score -525177.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -525263.375000 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -525263.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -525315.562500 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -525315.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -525343.062500 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -525343.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -525360.000000 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -525360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -525373.375000 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -525373.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -525385.937500 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -525385.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -525402.062500 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -525402.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -525416.812500 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -525416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -525434.312500 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -525434.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -525445.937500 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -525445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -525453.062500 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -525453.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -525460.312500 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -525460.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -525464.437500 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -525464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -525468.687500 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -525468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -525472.125000 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -525472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -525476.312500 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -525476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -525479.812500 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -525479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -525482.375000 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -525482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -525482.187500 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -525482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -525486.312500 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -525486.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -525489.062500 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -525489.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -525492.125000 Penalty: 4293.417969
	Iteration 28Q: 3 clusters Score -525492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -525493.562500 Penalty: 4293.417969
	Iteration 29Q: 3 clusters Score -525493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -525494.312500 Penalty: 4293.417969
	Iteration 30Q: 3 clusters Score -525494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -525494.312500 Penalty: 4293.417969
	Iteration 31F: 3 clusters Score -525494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -560694.187500 Penalty: 2165.251221
	Iteration 0F: 2 clusters Score -560694.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -555457.062500 Penalty: 4330.502441
	Iteration 0F: 3 clusters Score -555457.1 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -557026.250000 Penalty: 4330.502441
	Iteration 1F: 3 clusters Score -557026.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -557569.625000 Penalty: 4330.502441
	Iteration 2F: 3 clusters Score -557569.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -558113.437500 Penalty: 4330.502441
	Iteration 3F: 3 clusters Score -558113.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -558639.562500 Penalty: 4330.502441
	Iteration 4F: 3 clusters Score -558639.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -559078.562500 Penalty: 4330.502441
	Iteration 5F: 3 clusters Score -559078.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -559358.375000 Penalty: 4330.502441
	Iteration 6F: 3 clusters Score -559358.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -559529.562500 Penalty: 4330.502441
	Iteration 7Q: 3 clusters Score -559529.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -559628.812500 Penalty: 4330.502441
	Iteration 8Q: 3 clusters Score -559628.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -559675.437500 Penalty: 4330.502441
	Iteration 9Q: 3 clusters Score -559675.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -559707.000000 Penalty: 4330.502441
	Iteration 10Q: 3 clusters Score -559707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -559727.750000 Penalty: 4330.502441
	Iteration 11Q: 3 clusters Score -559727.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -559742.687500 Penalty: 4330.502441
	Iteration 12Q: 3 clusters Score -559742.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -559752.750000 Penalty: 4330.502441
	Iteration 13Q: 3 clusters Score -559752.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -559763.125000 Penalty: 4330.502441
	Iteration 14Q: 3 clusters Score -559763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -559775.687500 Penalty: 4330.502441
	Iteration 15Q: 3 clusters Score -559775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -559783.000000 Penalty: 4330.502441
	Iteration 16Q: 3 clusters Score -559783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -559789.562500 Penalty: 4330.502441
	Iteration 17Q: 3 clusters Score -559789.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -559796.187500 Penalty: 4330.502441
	Iteration 18Q: 3 clusters Score -559796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -559803.187500 Penalty: 4330.502441
	Iteration 19Q: 3 clusters Score -559803.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -559808.375000 Penalty: 4330.502441
	Iteration 20F: 3 clusters Score -559808.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -559816.687500 Penalty: 4330.502441
	Iteration 21Q: 3 clusters Score -559816.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -559827.750000 Penalty: 4330.502441
	Iteration 22Q: 3 clusters Score -559827.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -559837.062500 Penalty: 4330.502441
	Iteration 23Q: 3 clusters Score -559837.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -559851.875000 Penalty: 4330.502441
	Iteration 24Q: 3 clusters Score -559851.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -559866.437500 Penalty: 4330.502441
	Iteration 25Q: 3 clusters Score -559866.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -559879.812500 Penalty: 4330.502441
	Iteration 26Q: 3 clusters Score -559879.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -559893.125000 Penalty: 4330.502441
	Iteration 27Q: 3 clusters Score -559893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -559910.187500 Penalty: 4330.502441
	Iteration 28Q: 3 clusters Score -559910.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -559926.312500 Penalty: 4330.502441
	Iteration 29Q: 3 clusters Score -559926.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -559937.125000 Penalty: 4330.502441
	Iteration 30Q: 3 clusters Score -559937.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -559952.500000 Penalty: 4330.502441
	Iteration 31Q: 3 clusters Score -559952.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -559975.250000 Penalty: 4330.502441
	Iteration 32Q: 3 clusters Score -559975.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -559991.250000 Penalty: 4330.502441
	Iteration 33Q: 3 clusters Score -559991.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -560001.000000 Penalty: 4330.502441
	Iteration 34Q: 3 clusters Score -560001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -560010.812500 Penalty: 4330.502441
	Iteration 35Q: 3 clusters Score -560010.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -560016.500000 Penalty: 4330.502441
	Iteration 36Q: 3 clusters Score -560016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -560020.187500 Penalty: 4330.502441
	Iteration 37Q: 3 clusters Score -560020.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -560025.125000 Penalty: 4330.502441
	Iteration 38Q: 3 clusters Score -560025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -560031.875000 Penalty: 4330.502441
	Iteration 39Q: 3 clusters Score -560031.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -560042.437500 Penalty: 4330.502441
	Iteration 40F: 3 clusters Score -560042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -560046.500000 Penalty: 4330.502441
	Iteration 41Q: 3 clusters Score -560046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -560050.250000 Penalty: 4330.502441
	Iteration 42Q: 3 clusters Score -560050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -560053.062500 Penalty: 4330.502441
	Iteration 43Q: 3 clusters Score -560053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -560056.375000 Penalty: 4330.502441
	Iteration 44Q: 3 clusters Score -560056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -560056.375000 Penalty: 4330.502441
	Iteration 45F: 3 clusters Score -560056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -656242.875000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -656242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -650585.562500 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -650585.6 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -652085.375000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -652085.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -652375.812500 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -652375.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -652553.687500 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -652553.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -652689.125000 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -652689.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -652826.062500 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -652826.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -652964.562500 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -652964.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -653107.562500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -653107.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -653246.875000 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -653246.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -653377.250000 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -653377.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -653494.500000 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -653494.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -653625.750000 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -653625.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -653744.562500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -653744.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -653842.812500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -653842.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -653943.375000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -653943.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -654046.312500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -654046.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -654129.062500 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -654129.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -654197.687500 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -654197.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -654243.750000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -654243.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -654285.625000 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -654285.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -654323.125000 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -654323.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -654358.187500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -654358.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -654385.062500 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -654385.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -654403.000000 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -654403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -654409.437500 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -654409.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -654416.062500 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -654416.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -654422.437500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -654422.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -654428.687500 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -654428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -654433.437500 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -654433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -654436.937500 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -654436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -654441.312500 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -654441.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -654444.312500 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -654444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -654448.250000 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -654448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -654452.625000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -654452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -654454.625000 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -654454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -654456.187500 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -654456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -654455.625000 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -654455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -654455.625000 Penalty: 4372.350098
	Iteration 37F: 3 clusters Score -654455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Entering Unmasked Estep 
Score: -6260905.000000 Penalty: 2737.789795
	Iteration 0F: 2 clusters Score -6260905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -6219037.000000 Penalty: 5475.579590
	Iteration 0F: 3 clusters Score -6219037 nChanged 28947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -6235725.000000 Penalty: 5475.579590
	Iteration 1F: 3 clusters Score -6235725 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -6237093.500000 Penalty: 5475.579590
	Iteration 2Q: 3 clusters Score -6237094 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6239362.500000 Penalty: 5475.579590
	Iteration 3F: 3 clusters Score -6239362 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6242551.500000 Penalty: 5475.579590
	Iteration 4F: 3 clusters Score -6242552 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6245814.500000 Penalty: 5475.579590
	Iteration 5F: 3 clusters Score -6245814 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -6248712.000000 Penalty: 5475.579590
	Iteration 6F: 3 clusters Score -6248712 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6250481.500000 Penalty: 5475.579590
	Iteration 7F: 3 clusters Score -6250482 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -6251623.000000 Penalty: 5475.579590
	Iteration 8Q: 3 clusters Score -6251623 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -6252498.000000 Penalty: 5475.579590
	Iteration 9Q: 3 clusters Score -6252498 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -6253278.000000 Penalty: 5475.579590
	Iteration 10Q: 3 clusters Score -6253278 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6253873.500000 Penalty: 5475.579590
	Iteration 11Q: 3 clusters Score -6253874 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -6254489.500000 Penalty: 5475.579590
	Iteration 12Q: 3 clusters Score -6254490 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -6255080.500000 Penalty: 5475.579590
	Iteration 13Q: 3 clusters Score -6255080 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -6255660.000000 Penalty: 5475.579590
	Iteration 14Q: 3 clusters Score -6255660 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -6256157.500000 Penalty: 5475.579590
	Iteration 15Q: 3 clusters Score -6256158 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -6256585.000000 Penalty: 5475.579590
	Iteration 16Q: 3 clusters Score -6256585 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -6256867.500000 Penalty: 5475.579590
	Iteration 17Q: 3 clusters Score -6256868 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -6257096.500000 Penalty: 5475.579590
	Iteration 18Q: 3 clusters Score -6257096 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -6257260.500000 Penalty: 5475.579590
	Iteration 19Q: 3 clusters Score -6257260 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6257396.000000 Penalty: 5475.579590
	Iteration 20F: 3 clusters Score -6257396 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -6257537.500000 Penalty: 5475.579590
	Iteration 21Q: 3 clusters Score -6257538 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -6257669.500000 Penalty: 5475.579590
	Iteration 22Q: 3 clusters Score -6257670 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6257773.000000 Penalty: 5475.579590
	Iteration 23Q: 3 clusters Score -6257773 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -6257872.500000 Penalty: 5475.579590
	Iteration 24Q: 3 clusters Score -6257872 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6257934.000000 Penalty: 5475.579590
	Iteration 25Q: 3 clusters Score -6257934 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6257996.500000 Penalty: 5475.579590
	Iteration 26Q: 3 clusters Score -6257996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6258060.000000 Penalty: 5475.579590
	Iteration 27Q: 3 clusters Score -6258060 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6258136.500000 Penalty: 5475.579590
	Iteration 28Q: 3 clusters Score -6258136 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6258200.500000 Penalty: 5475.579590
	Iteration 29Q: 3 clusters Score -6258200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6258263.500000 Penalty: 5475.579590
	Iteration 30Q: 3 clusters Score -6258264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6258295.000000 Penalty: 5475.579590
	Iteration 31Q: 3 clusters Score -6258295 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6258340.500000 Penalty: 5475.579590
	Iteration 32Q: 3 clusters Score -6258340 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6258379.000000 Penalty: 5475.579590
	Iteration 33Q: 3 clusters Score -6258379 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6258405.000000 Penalty: 5475.579590
	Iteration 34Q: 3 clusters Score -6258405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6258453.500000 Penalty: 5475.579590
	Iteration 35Q: 3 clusters Score -6258454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6258501.000000 Penalty: 5475.579590
	Iteration 36Q: 3 clusters Score -6258501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6258520.500000 Penalty: 5475.579590
	Iteration 37Q: 3 clusters Score -6258520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6258528.500000 Penalty: 5475.579590
	Iteration 38Q: 3 clusters Score -6258528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6258543.000000 Penalty: 5475.579590
	Iteration 39Q: 3 clusters Score -6258543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6258561.000000 Penalty: 5475.579590
	Iteration 40F: 3 clusters Score -6258561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6258594.500000 Penalty: 5475.579590
	Iteration 41Q: 3 clusters Score -6258594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6258600.500000 Penalty: 5475.579590
	Iteration 42Q: 3 clusters Score -6258600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6258601.500000 Penalty: 5475.579590
	Iteration 43Q: 3 clusters Score -6258602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6258605.000000 Penalty: 5475.579590
	Iteration 44Q: 3 clusters Score -6258605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6258612.500000 Penalty: 5475.579590
	Iteration 45Q: 3 clusters Score -6258612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6258617.500000 Penalty: 5475.579590
	Iteration 46Q: 3 clusters Score -6258618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6258611.000000 Penalty: 5475.579590
	Iteration 47Q: 3 clusters Score -6258611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6258621.500000 Penalty: 5475.579590
	Iteration 48Q: 3 clusters Score -6258622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6258617.500000 Penalty: 5475.579590
	Iteration 49Q: 3 clusters Score -6258618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6258624.000000 Penalty: 5475.579590
	Iteration 50Q: 3 clusters Score -6258624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6258619.000000 Penalty: 5475.579590
	Iteration 51Q: 3 clusters Score -6258619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6258626.500000 Penalty: 5475.579590
	Iteration 52Q: 3 clusters Score -6258626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6258629.500000 Penalty: 5475.579590
	Iteration 53Q: 3 clusters Score -6258630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6258637.500000 Penalty: 5475.579590
	Iteration 54Q: 3 clusters Score -6258638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6258638.500000 Penalty: 5475.579590
	Iteration 55Q: 3 clusters Score -6258638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6258642.000000 Penalty: 5475.579590
	Iteration 56Q: 3 clusters Score -6258642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6258632.500000 Penalty: 5475.579590
	Iteration 57Q: 3 clusters Score -6258632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6258643.000000 Penalty: 5475.579590
	Iteration 58Q: 3 clusters Score -6258643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6258649.500000 Penalty: 5475.579590
	Iteration 59Q: 3 clusters Score -6258650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6258653.000000 Penalty: 5475.579590
	Iteration 60F: 3 clusters Score -6258653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6258656.000000 Penalty: 5475.579590
	Iteration 61Q: 3 clusters Score -6258656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6258653.000000 Penalty: 5475.579590
	Iteration 62Q: 3 clusters Score -6258653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6258647.500000 Penalty: 5475.579590
	Iteration 63Q: 3 clusters Score -6258648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6258652.500000 Penalty: 5475.579590
	Iteration 64Q: 3 clusters Score -6258652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6258657.500000 Penalty: 5475.579590
	Iteration 65Q: 3 clusters Score -6258658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6258667.500000 Penalty: 5475.579590
	Iteration 66Q: 3 clusters Score -6258668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6258666.000000 Penalty: 5475.579590
	Iteration 67Q: 3 clusters Score -6258666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6258665.000000 Penalty: 5475.579590
	Iteration 68Q: 3 clusters Score -6258665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6258667.500000 Penalty: 5475.579590
	Iteration 69Q: 3 clusters Score -6258668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6258678.500000 Penalty: 5475.579590
	Iteration 70Q: 3 clusters Score -6258678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6258683.000000 Penalty: 5475.579590
	Iteration 71Q: 3 clusters Score -6258683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6258687.000000 Penalty: 5475.579590
	Iteration 72Q: 3 clusters Score -6258687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6258688.500000 Penalty: 5475.579590
	Iteration 73Q: 3 clusters Score -6258688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6258684.500000 Penalty: 5475.579590
	Iteration 74Q: 3 clusters Score -6258684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6258689.000000 Penalty: 5475.579590
	Iteration 75Q: 3 clusters Score -6258689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6258687.000000 Penalty: 5475.579590
	Iteration 76Q: 3 clusters Score -6258687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6258685.500000 Penalty: 5475.579590
	Iteration 77Q: 3 clusters Score -6258686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6258695.500000 Penalty: 5475.579590
	Iteration 78Q: 3 clusters Score -6258696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6258695.000000 Penalty: 5475.579590
	Iteration 79Q: 3 clusters Score -6258695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6258700.500000 Penalty: 5475.579590
	Iteration 80F: 3 clusters Score -6258700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6258692.500000 Penalty: 5475.579590
	Iteration 81Q: 3 clusters Score -6258692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6258689.000000 Penalty: 5475.579590
	Iteration 82Q: 3 clusters Score -6258689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6258684.500000 Penalty: 5475.579590
	Iteration 83Q: 3 clusters Score -6258684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6258684.500000 Penalty: 5475.579590
	Iteration 84F: 3 clusters Score -6258684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Entering Unmasked Estep 
Score: -1560472.250000 Penalty: 2410.720215
	Iteration 0F: 2 clusters Score -1560472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1548618.375000 Penalty: 4821.440430
	Iteration 0F: 3 clusters Score -1548618 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1552799.875000 Penalty: 4821.440430
	Iteration 1F: 3 clusters Score -1552800 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1553438.875000 Penalty: 4821.440430
	Iteration 2F: 3 clusters Score -1553439 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1554052.125000 Penalty: 4821.440430
	Iteration 3F: 3 clusters Score -1554052 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1554648.625000 Penalty: 4821.440430
	Iteration 4F: 3 clusters Score -1554649 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1555201.500000 Penalty: 4821.440430
	Iteration 5F: 3 clusters Score -1555202 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1555715.125000 Penalty: 4821.440430
	Iteration 6F: 3 clusters Score -1555715 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1556165.250000 Penalty: 4821.440430
	Iteration 7Q: 3 clusters Score -1556165 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1556613.500000 Penalty: 4821.440430
	Iteration 8Q: 3 clusters Score -1556614 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1557017.500000 Penalty: 4821.440430
	Iteration 9Q: 3 clusters Score -1557018 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1557359.125000 Penalty: 4821.440430
	Iteration 10Q: 3 clusters Score -1557359 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1557622.625000 Penalty: 4821.440430
	Iteration 11Q: 3 clusters Score -1557623 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1557824.125000 Penalty: 4821.440430
	Iteration 12Q: 3 clusters Score -1557824 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1557965.625000 Penalty: 4821.440430
	Iteration 13Q: 3 clusters Score -1557966 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1558065.500000 Penalty: 4821.440430
	Iteration 14Q: 3 clusters Score -1558066 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1558135.000000 Penalty: 4821.440430
	Iteration 15Q: 3 clusters Score -1558135 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1558184.875000 Penalty: 4821.440430
	Iteration 16Q: 3 clusters Score -1558185 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1558232.750000 Penalty: 4821.440430
	Iteration 17Q: 3 clusters Score -1558233 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1558259.750000 Penalty: 4821.440430
	Iteration 18Q: 3 clusters Score -1558260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1558286.750000 Penalty: 4821.440430
	Iteration 19Q: 3 clusters Score -1558287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1558304.750000 Penalty: 4821.440430
	Iteration 20F: 3 clusters Score -1558305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1558327.500000 Penalty: 4821.440430
	Iteration 21Q: 3 clusters Score -1558328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1558351.750000 Penalty: 4821.440430
	Iteration 22Q: 3 clusters Score -1558352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1558362.875000 Penalty: 4821.440430
	Iteration 23Q: 3 clusters Score -1558363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1558375.625000 Penalty: 4821.440430
	Iteration 24Q: 3 clusters Score -1558376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1558382.000000 Penalty: 4821.440430
	Iteration 25Q: 3 clusters Score -1558382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1558391.750000 Penalty: 4821.440430
	Iteration 26Q: 3 clusters Score -1558392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1558401.125000 Penalty: 4821.440430
	Iteration 27Q: 3 clusters Score -1558401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1558414.875000 Penalty: 4821.440430
	Iteration 28Q: 3 clusters Score -1558415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1558416.375000 Penalty: 4821.440430
	Iteration 29Q: 3 clusters Score -1558416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1558429.250000 Penalty: 4821.440430
	Iteration 30Q: 3 clusters Score -1558429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1558436.875000 Penalty: 4821.440430
	Iteration 31Q: 3 clusters Score -1558437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1558439.250000 Penalty: 4821.440430
	Iteration 32Q: 3 clusters Score -1558439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1558444.750000 Penalty: 4821.440430
	Iteration 33Q: 3 clusters Score -1558445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1558448.125000 Penalty: 4821.440430
	Iteration 34Q: 3 clusters Score -1558448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1558451.625000 Penalty: 4821.440430
	Iteration 35Q: 3 clusters Score -1558452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1558450.125000 Penalty: 4821.440430
	Iteration 36Q: 3 clusters Score -1558450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1558451.625000 Penalty: 4821.440430
	Iteration 37Q: 3 clusters Score -1558452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1558455.500000 Penalty: 4821.440430
	Iteration 38Q: 3 clusters Score -1558456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1558455.250000 Penalty: 4821.440430
	Iteration 39Q: 3 clusters Score -1558455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1558455.000000 Penalty: 4821.440430
	Iteration 40F: 3 clusters Score -1558455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1558457.000000 Penalty: 4821.440430
	Iteration 41Q: 3 clusters Score -1558457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1558454.500000 Penalty: 4821.440430
	Iteration 42Q: 3 clusters Score -1558454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1558457.125000 Penalty: 4821.440430
	Iteration 43Q: 3 clusters Score -1558457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1558457.125000 Penalty: 4821.440430
	Iteration 44F: 3 clusters Score -1558457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Entering Unmasked Estep 
Score: -2186015.500000 Penalty: 2482.537598
	Iteration 0F: 2 clusters Score -2186016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2170559.750000 Penalty: 4965.075195
	Iteration 0F: 3 clusters Score -2170560 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2176156.000000 Penalty: 4965.075195
	Iteration 1F: 3 clusters Score -2176156 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2176869.000000 Penalty: 4965.075195
	Iteration 2F: 3 clusters Score -2176869 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2177654.250000 Penalty: 4965.075195
	Iteration 3F: 3 clusters Score -2177654 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2178574.500000 Penalty: 4965.075195
	Iteration 4F: 3 clusters Score -2178574 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2179583.500000 Penalty: 4965.075195
	Iteration 5F: 3 clusters Score -2179584 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2180577.250000 Penalty: 4965.075195
	Iteration 6F: 3 clusters Score -2180577 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2181501.000000 Penalty: 4965.075195
	Iteration 7F: 3 clusters Score -2181501 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2182266.500000 Penalty: 4965.075195
	Iteration 8Q: 3 clusters Score -2182266 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2182774.250000 Penalty: 4965.075195
	Iteration 9Q: 3 clusters Score -2182774 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2183126.000000 Penalty: 4965.075195
	Iteration 10Q: 3 clusters Score -2183126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2183351.750000 Penalty: 4965.075195
	Iteration 11Q: 3 clusters Score -2183352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2183525.750000 Penalty: 4965.075195
	Iteration 12Q: 3 clusters Score -2183526 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2183640.000000 Penalty: 4965.075195
	Iteration 13Q: 3 clusters Score -2183640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2183719.250000 Penalty: 4965.075195
	Iteration 14Q: 3 clusters Score -2183719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2183779.500000 Penalty: 4965.075195
	Iteration 15Q: 3 clusters Score -2183780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2183817.500000 Penalty: 4965.075195
	Iteration 16Q: 3 clusters Score -2183818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2183839.500000 Penalty: 4965.075195
	Iteration 17Q: 3 clusters Score -2183840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2183852.750000 Penalty: 4965.075195
	Iteration 18Q: 3 clusters Score -2183853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2183865.500000 Penalty: 4965.075195
	Iteration 19Q: 3 clusters Score -2183866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2183879.250000 Penalty: 4965.075195
	Iteration 20F: 3 clusters Score -2183879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2183886.250000 Penalty: 4965.075195
	Iteration 21Q: 3 clusters Score -2183886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2183887.000000 Penalty: 4965.075195
	Iteration 22Q: 3 clusters Score -2183887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2183891.000000 Penalty: 4965.075195
	Iteration 23Q: 3 clusters Score -2183891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2183888.750000 Penalty: 4965.075195
	Iteration 24Q: 3 clusters Score -2183889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2183889.000000 Penalty: 4965.075195
	Iteration 25Q: 3 clusters Score -2183889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2183890.250000 Penalty: 4965.075195
	Iteration 26Q: 3 clusters Score -2183890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2183890.250000 Penalty: 4965.075195
	Iteration 27F: 3 clusters Score -2183890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -1460548.750000 Penalty: 2395.999512
	Iteration 0F: 2 clusters Score -1460549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1449360.500000 Penalty: 4791.999023
	Iteration 0F: 3 clusters Score -1449360 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1453683.125000 Penalty: 4791.999023
	Iteration 1F: 3 clusters Score -1453683 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1454662.625000 Penalty: 4791.999023
	Iteration 2F: 3 clusters Score -1454663 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1455735.000000 Penalty: 4791.999023
	Iteration 3F: 3 clusters Score -1455735 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1456849.625000 Penalty: 4791.999023
	Iteration 4F: 3 clusters Score -1456850 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1457879.750000 Penalty: 4791.999023
	Iteration 5F: 3 clusters Score -1457880 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1458641.875000 Penalty: 4791.999023
	Iteration 6F: 3 clusters Score -1458642 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1459065.500000 Penalty: 4791.999023
	Iteration 7Q: 3 clusters Score -1459066 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1459301.875000 Penalty: 4791.999023
	Iteration 8Q: 3 clusters Score -1459302 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1459469.375000 Penalty: 4791.999023
	Iteration 9Q: 3 clusters Score -1459469 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1459608.250000 Penalty: 4791.999023
	Iteration 10Q: 3 clusters Score -1459608 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1459722.375000 Penalty: 4791.999023
	Iteration 11Q: 3 clusters Score -1459722 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1459818.125000 Penalty: 4791.999023
	Iteration 12Q: 3 clusters Score -1459818 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1459899.250000 Penalty: 4791.999023
	Iteration 13Q: 3 clusters Score -1459899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1459962.875000 Penalty: 4791.999023
	Iteration 14Q: 3 clusters Score -1459963 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1460020.125000 Penalty: 4791.999023
	Iteration 15Q: 3 clusters Score -1460020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1460085.000000 Penalty: 4791.999023
	Iteration 16Q: 3 clusters Score -1460085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1460129.750000 Penalty: 4791.999023
	Iteration 17Q: 3 clusters Score -1460130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1460169.250000 Penalty: 4791.999023
	Iteration 18Q: 3 clusters Score -1460169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1460211.500000 Penalty: 4791.999023
	Iteration 19Q: 3 clusters Score -1460212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1460255.750000 Penalty: 4791.999023
	Iteration 20F: 3 clusters Score -1460256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1460305.250000 Penalty: 4791.999023
	Iteration 21Q: 3 clusters Score -1460305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1460358.125000 Penalty: 4791.999023
	Iteration 22Q: 3 clusters Score -1460358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1460412.375000 Penalty: 4791.999023
	Iteration 23Q: 3 clusters Score -1460412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1460445.625000 Penalty: 4791.999023
	Iteration 24Q: 3 clusters Score -1460446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1460477.750000 Penalty: 4791.999023
	Iteration 25Q: 3 clusters Score -1460478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1460518.000000 Penalty: 4791.999023
	Iteration 26Q: 3 clusters Score -1460518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1460558.375000 Penalty: 4791.999023
	Iteration 27Q: 3 clusters Score -1460558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1460598.250000 Penalty: 4791.999023
	Iteration 28Q: 3 clusters Score -1460598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1460643.625000 Penalty: 4791.999023
	Iteration 29Q: 3 clusters Score -1460644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1460677.000000 Penalty: 4791.999023
	Iteration 30Q: 3 clusters Score -1460677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1460703.625000 Penalty: 4791.999023
	Iteration 31Q: 3 clusters Score -1460704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1460732.750000 Penalty: 4791.999023
	Iteration 32Q: 3 clusters Score -1460733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1460757.750000 Penalty: 4791.999023
	Iteration 33Q: 3 clusters Score -1460758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1460778.875000 Penalty: 4791.999023
	Iteration 34Q: 3 clusters Score -1460779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1460789.125000 Penalty: 4791.999023
	Iteration 35Q: 3 clusters Score -1460789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1460797.625000 Penalty: 4791.999023
	Iteration 36Q: 3 clusters Score -1460798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1460799.750000 Penalty: 4791.999023
	Iteration 37Q: 3 clusters Score -1460800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1460800.125000 Penalty: 4791.999023
	Iteration 38Q: 3 clusters Score -1460800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1460800.375000 Penalty: 4791.999023
	Iteration 39Q: 3 clusters Score -1460800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1460800.125000 Penalty: 4791.999023
	Iteration 40F: 3 clusters Score -1460800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Entering Unmasked Estep 
Score: -58923052.000000 Penalty: 112546.796875
Splitting cluster 15 changes total score from -58920432.000000 to -58923052.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (15951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Entering Unmasked Estep 
Score: -1554315.250000 Penalty: 2399.964600
	Iteration 0F: 2 clusters Score -1554315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1542853.500000 Penalty: 4799.929199
	Iteration 0F: 3 clusters Score -1542854 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1546543.000000 Penalty: 4799.929199
	Iteration 1F: 3 clusters Score -1546543 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1546946.500000 Penalty: 4799.929199
	Iteration 2F: 3 clusters Score -1546946 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1547290.125000 Penalty: 4799.929199
	Iteration 3F: 3 clusters Score -1547290 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1547577.500000 Penalty: 4799.929199
	Iteration 4Q: 3 clusters Score -1547578 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1547870.750000 Penalty: 4799.929199
	Iteration 5Q: 3 clusters Score -1547871 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1548177.250000 Penalty: 4799.929199
	Iteration 6Q: 3 clusters Score -1548177 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1548530.625000 Penalty: 4799.929199
	Iteration 7Q: 3 clusters Score -1548531 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1548970.750000 Penalty: 4799.929199
	Iteration 8Q: 3 clusters Score -1548971 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1549485.125000 Penalty: 4799.929199
	Iteration 9Q: 3 clusters Score -1549485 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1550010.875000 Penalty: 4799.929199
	Iteration 10Q: 3 clusters Score -1550011 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1550460.500000 Penalty: 4799.929199
	Iteration 11Q: 3 clusters Score -1550460 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1550803.250000 Penalty: 4799.929199
	Iteration 12Q: 3 clusters Score -1550803 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1551071.875000 Penalty: 4799.929199
	Iteration 13Q: 3 clusters Score -1551072 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1551281.500000 Penalty: 4799.929199
	Iteration 14Q: 3 clusters Score -1551282 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1551463.750000 Penalty: 4799.929199
	Iteration 15Q: 3 clusters Score -1551464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1551580.000000 Penalty: 4799.929199
	Iteration 16Q: 3 clusters Score -1551580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1551673.375000 Penalty: 4799.929199
	Iteration 17Q: 3 clusters Score -1551673 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1551754.000000 Penalty: 4799.929199
	Iteration 18Q: 3 clusters Score -1551754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1551835.375000 Penalty: 4799.929199
	Iteration 19Q: 3 clusters Score -1551835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1551896.000000 Penalty: 4799.929199
	Iteration 20F: 3 clusters Score -1551896 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1551948.625000 Penalty: 4799.929199
	Iteration 21Q: 3 clusters Score -1551949 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1551992.125000 Penalty: 4799.929199
	Iteration 22Q: 3 clusters Score -1551992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1552037.875000 Penalty: 4799.929199
	Iteration 23Q: 3 clusters Score -1552038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1552085.375000 Penalty: 4799.929199
	Iteration 24Q: 3 clusters Score -1552085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1552110.250000 Penalty: 4799.929199
	Iteration 25Q: 3 clusters Score -1552110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1552145.875000 Penalty: 4799.929199
	Iteration 26Q: 3 clusters Score -1552146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1552167.000000 Penalty: 4799.929199
	Iteration 27Q: 3 clusters Score -1552167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1552178.750000 Penalty: 4799.929199
	Iteration 28Q: 3 clusters Score -1552179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1552202.500000 Penalty: 4799.929199
	Iteration 29Q: 3 clusters Score -1552202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1552225.625000 Penalty: 4799.929199
	Iteration 30Q: 3 clusters Score -1552226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1552245.500000 Penalty: 4799.929199
	Iteration 31Q: 3 clusters Score -1552246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1552268.375000 Penalty: 4799.929199
	Iteration 32Q: 3 clusters Score -1552268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1552286.000000 Penalty: 4799.929199
	Iteration 33Q: 3 clusters Score -1552286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1552308.250000 Penalty: 4799.929199
	Iteration 34Q: 3 clusters Score -1552308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1552322.750000 Penalty: 4799.929199
	Iteration 35Q: 3 clusters Score -1552323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1552332.250000 Penalty: 4799.929199
	Iteration 36Q: 3 clusters Score -1552332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1552340.250000 Penalty: 4799.929199
	Iteration 37Q: 3 clusters Score -1552340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1552345.875000 Penalty: 4799.929199
	Iteration 38Q: 3 clusters Score -1552346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1552352.125000 Penalty: 4799.929199
	Iteration 39Q: 3 clusters Score -1552352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1552358.750000 Penalty: 4799.929199
	Iteration 40F: 3 clusters Score -1552359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1552363.375000 Penalty: 4799.929199
	Iteration 41Q: 3 clusters Score -1552363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1552368.125000 Penalty: 4799.929199
	Iteration 42Q: 3 clusters Score -1552368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1552372.000000 Penalty: 4799.929199
	Iteration 43Q: 3 clusters Score -1552372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1552374.250000 Penalty: 4799.929199
	Iteration 44Q: 3 clusters Score -1552374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1552376.000000 Penalty: 4799.929199
	Iteration 45Q: 3 clusters Score -1552376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1552378.750000 Penalty: 4799.929199
	Iteration 46Q: 3 clusters Score -1552379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1552378.750000 Penalty: 4799.929199
	Iteration 47F: 3 clusters Score -1552379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Entering Unmasked Estep 
Score: -3496936.500000 Penalty: 2595.217773
	Iteration 0F: 2 clusters Score -3496936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3473189.000000 Penalty: 5190.435547
	Iteration 0F: 3 clusters Score -3473189 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3482101.750000 Penalty: 5190.435547
	Iteration 1F: 3 clusters Score -3482102 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3483046.750000 Penalty: 5190.435547
	Iteration 2F: 3 clusters Score -3483047 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3484296.000000 Penalty: 5190.435547
	Iteration 3F: 3 clusters Score -3484296 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3485821.500000 Penalty: 5190.435547
	Iteration 4F: 3 clusters Score -3485822 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3487469.000000 Penalty: 5190.435547
	Iteration 5F: 3 clusters Score -3487469 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3489062.750000 Penalty: 5190.435547
	Iteration 6F: 3 clusters Score -3489063 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3490350.000000 Penalty: 5190.435547
	Iteration 7F: 3 clusters Score -3490350 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3491344.500000 Penalty: 5190.435547
	Iteration 8Q: 3 clusters Score -3491344 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3492076.000000 Penalty: 5190.435547
	Iteration 9Q: 3 clusters Score -3492076 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3492670.750000 Penalty: 5190.435547
	Iteration 10Q: 3 clusters Score -3492671 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3493154.250000 Penalty: 5190.435547
	Iteration 11Q: 3 clusters Score -3493154 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3493503.500000 Penalty: 5190.435547
	Iteration 12Q: 3 clusters Score -3493504 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3493781.000000 Penalty: 5190.435547
	Iteration 13Q: 3 clusters Score -3493781 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3493986.750000 Penalty: 5190.435547
	Iteration 14Q: 3 clusters Score -3493987 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3494114.000000 Penalty: 5190.435547
	Iteration 15Q: 3 clusters Score -3494114 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3494193.750000 Penalty: 5190.435547
	Iteration 16Q: 3 clusters Score -3494194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3494279.000000 Penalty: 5190.435547
	Iteration 17Q: 3 clusters Score -3494279 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3494339.500000 Penalty: 5190.435547
	Iteration 18Q: 3 clusters Score -3494340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3494410.250000 Penalty: 5190.435547
	Iteration 19Q: 3 clusters Score -3494410 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3494457.000000 Penalty: 5190.435547
	Iteration 20F: 3 clusters Score -3494457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3494494.250000 Penalty: 5190.435547
	Iteration 21Q: 3 clusters Score -3494494 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3494528.000000 Penalty: 5190.435547
	Iteration 22Q: 3 clusters Score -3494528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3494561.750000 Penalty: 5190.435547
	Iteration 23Q: 3 clusters Score -3494562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3494570.750000 Penalty: 5190.435547
	Iteration 24Q: 3 clusters Score -3494571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3494597.000000 Penalty: 5190.435547
	Iteration 25Q: 3 clusters Score -3494597 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3494621.000000 Penalty: 5190.435547
	Iteration 26Q: 3 clusters Score -3494621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3494645.250000 Penalty: 5190.435547
	Iteration 27Q: 3 clusters Score -3494645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3494661.750000 Penalty: 5190.435547
	Iteration 28Q: 3 clusters Score -3494662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3494677.000000 Penalty: 5190.435547
	Iteration 29Q: 3 clusters Score -3494677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3494682.250000 Penalty: 5190.435547
	Iteration 30Q: 3 clusters Score -3494682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3494691.500000 Penalty: 5190.435547
	Iteration 31Q: 3 clusters Score -3494692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3494705.500000 Penalty: 5190.435547
	Iteration 32Q: 3 clusters Score -3494706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3494723.500000 Penalty: 5190.435547
	Iteration 33Q: 3 clusters Score -3494724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3494715.000000 Penalty: 5190.435547
	Iteration 34Q: 3 clusters Score -3494715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3494719.250000 Penalty: 5190.435547
	Iteration 35Q: 3 clusters Score -3494719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3494730.000000 Penalty: 5190.435547
	Iteration 36Q: 3 clusters Score -3494730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3494725.000000 Penalty: 5190.435547
	Iteration 37Q: 3 clusters Score -3494725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3494738.500000 Penalty: 5190.435547
	Iteration 38Q: 3 clusters Score -3494738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3494744.500000 Penalty: 5190.435547
	Iteration 39Q: 3 clusters Score -3494744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3494748.500000 Penalty: 5190.435547
	Iteration 40F: 3 clusters Score -3494748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3494755.500000 Penalty: 5190.435547
	Iteration 41Q: 3 clusters Score -3494756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3494771.250000 Penalty: 5190.435547
	Iteration 42Q: 3 clusters Score -3494771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3494779.750000 Penalty: 5190.435547
	Iteration 43Q: 3 clusters Score -3494780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3494791.000000 Penalty: 5190.435547
	Iteration 44Q: 3 clusters Score -3494791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3494799.250000 Penalty: 5190.435547
	Iteration 45Q: 3 clusters Score -3494799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3494811.000000 Penalty: 5190.435547
	Iteration 46Q: 3 clusters Score -3494811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3494816.250000 Penalty: 5190.435547
	Iteration 47Q: 3 clusters Score -3494816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3494822.750000 Penalty: 5190.435547
	Iteration 48Q: 3 clusters Score -3494823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3494830.500000 Penalty: 5190.435547
	Iteration 49Q: 3 clusters Score -3494830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3494835.750000 Penalty: 5190.435547
	Iteration 50Q: 3 clusters Score -3494836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3494850.500000 Penalty: 5190.435547
	Iteration 51Q: 3 clusters Score -3494850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3494859.000000 Penalty: 5190.435547
	Iteration 52Q: 3 clusters Score -3494859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3494866.000000 Penalty: 5190.435547
	Iteration 53Q: 3 clusters Score -3494866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3494869.750000 Penalty: 5190.435547
	Iteration 54Q: 3 clusters Score -3494870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3494875.000000 Penalty: 5190.435547
	Iteration 55Q: 3 clusters Score -3494875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3494879.750000 Penalty: 5190.435547
	Iteration 56Q: 3 clusters Score -3494880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3494883.000000 Penalty: 5190.435547
	Iteration 57Q: 3 clusters Score -3494883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3494881.250000 Penalty: 5190.435547
	Iteration 58Q: 3 clusters Score -3494881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3494889.000000 Penalty: 5190.435547
	Iteration 59Q: 3 clusters Score -3494889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3494896.750000 Penalty: 5190.435547
	Iteration 60F: 3 clusters Score -3494897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3494900.250000 Penalty: 5190.435547
	Iteration 61Q: 3 clusters Score -3494900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3494905.500000 Penalty: 5190.435547
	Iteration 62Q: 3 clusters Score -3494906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3494907.500000 Penalty: 5190.435547
	Iteration 63Q: 3 clusters Score -3494908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3494903.750000 Penalty: 5190.435547
	Iteration 64Q: 3 clusters Score -3494904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3494897.750000 Penalty: 5190.435547
	Iteration 65Q: 3 clusters Score -3494898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3494906.750000 Penalty: 5190.435547
	Iteration 66Q: 3 clusters Score -3494907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3494904.250000 Penalty: 5190.435547
	Iteration 67Q: 3 clusters Score -3494904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3494904.250000 Penalty: 5190.435547
	Iteration 68Q: 3 clusters Score -3494904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3494905.500000 Penalty: 5190.435547
	Iteration 69Q: 3 clusters Score -3494906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3494908.250000 Penalty: 5190.435547
	Iteration 70Q: 3 clusters Score -3494908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3494908.000000 Penalty: 5190.435547
	Iteration 71Q: 3 clusters Score -3494908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3494915.500000 Penalty: 5190.435547
	Iteration 72Q: 3 clusters Score -3494916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3494918.000000 Penalty: 5190.435547
	Iteration 73Q: 3 clusters Score -3494918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3494913.750000 Penalty: 5190.435547
	Iteration 74Q: 3 clusters Score -3494914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3494915.750000 Penalty: 5190.435547
	Iteration 75Q: 3 clusters Score -3494916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3494914.750000 Penalty: 5190.435547
	Iteration 76Q: 3 clusters Score -3494915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3494919.250000 Penalty: 5190.435547
	Iteration 77Q: 3 clusters Score -3494919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3494927.000000 Penalty: 5190.435547
	Iteration 78Q: 3 clusters Score -3494927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3494922.250000 Penalty: 5190.435547
	Iteration 79Q: 3 clusters Score -3494922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3494928.500000 Penalty: 5190.435547
	Iteration 80F: 3 clusters Score -3494928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3494934.000000 Penalty: 5190.435547
	Iteration 81Q: 3 clusters Score -3494934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3494937.250000 Penalty: 5190.435547
	Iteration 82Q: 3 clusters Score -3494937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3494933.500000 Penalty: 5190.435547
	Iteration 83Q: 3 clusters Score -3494934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3494938.500000 Penalty: 5190.435547
	Iteration 84Q: 3 clusters Score -3494938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3494948.000000 Penalty: 5190.435547
	Iteration 85Q: 3 clusters Score -3494948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3494950.000000 Penalty: 5190.435547
	Iteration 86Q: 3 clusters Score -3494950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3494948.750000 Penalty: 5190.435547
	Iteration 87Q: 3 clusters Score -3494949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3494948.500000 Penalty: 5190.435547
	Iteration 88Q: 3 clusters Score -3494948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3494943.500000 Penalty: 5190.435547
	Iteration 89Q: 3 clusters Score -3494944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3494945.250000 Penalty: 5190.435547
	Iteration 90Q: 3 clusters Score -3494945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3494944.250000 Penalty: 5190.435547
	Iteration 91Q: 3 clusters Score -3494944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3494949.750000 Penalty: 5190.435547
	Iteration 92Q: 3 clusters Score -3494950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3494952.250000 Penalty: 5190.435547
	Iteration 93Q: 3 clusters Score -3494952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3494953.000000 Penalty: 5190.435547
	Iteration 94Q: 3 clusters Score -3494953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3494954.000000 Penalty: 5190.435547
	Iteration 95Q: 3 clusters Score -3494954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3494952.000000 Penalty: 5190.435547
	Iteration 96Q: 3 clusters Score -3494952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3494952.000000 Penalty: 5190.435547
	Iteration 97F: 3 clusters Score -3494952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Entering Unmasked Estep 
Score: -2588021.750000 Penalty: 2513.360840
	Iteration 0F: 2 clusters Score -2588022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2570692.000000 Penalty: 5026.721680
	Iteration 0F: 3 clusters Score -2570692 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2577109.250000 Penalty: 5026.721680
	Iteration 1F: 3 clusters Score -2577109 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2578031.250000 Penalty: 5026.721680
	Iteration 2F: 3 clusters Score -2578031 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2579217.500000 Penalty: 5026.721680
	Iteration 3F: 3 clusters Score -2579218 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2580435.250000 Penalty: 5026.721680
	Iteration 4F: 3 clusters Score -2580435 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2581464.250000 Penalty: 5026.721680
	Iteration 5F: 3 clusters Score -2581464 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2582315.250000 Penalty: 5026.721680
	Iteration 6F: 3 clusters Score -2582315 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2582934.500000 Penalty: 5026.721680
	Iteration 7Q: 3 clusters Score -2582934 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2583341.000000 Penalty: 5026.721680
	Iteration 8Q: 3 clusters Score -2583341 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2583638.500000 Penalty: 5026.721680
	Iteration 9Q: 3 clusters Score -2583638 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2583870.500000 Penalty: 5026.721680
	Iteration 10Q: 3 clusters Score -2583870 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2584091.000000 Penalty: 5026.721680
	Iteration 11Q: 3 clusters Score -2584091 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2584317.500000 Penalty: 5026.721680
	Iteration 12Q: 3 clusters Score -2584318 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2584519.250000 Penalty: 5026.721680
	Iteration 13Q: 3 clusters Score -2584519 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2584718.250000 Penalty: 5026.721680
	Iteration 14Q: 3 clusters Score -2584718 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2584908.500000 Penalty: 5026.721680
	Iteration 15Q: 3 clusters Score -2584908 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2585059.750000 Penalty: 5026.721680
	Iteration 16Q: 3 clusters Score -2585060 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2585190.750000 Penalty: 5026.721680
	Iteration 17Q: 3 clusters Score -2585191 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2585300.750000 Penalty: 5026.721680
	Iteration 18Q: 3 clusters Score -2585301 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2585409.500000 Penalty: 5026.721680
	Iteration 19Q: 3 clusters Score -2585410 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2585508.250000 Penalty: 5026.721680
	Iteration 20F: 3 clusters Score -2585508 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2585589.000000 Penalty: 5026.721680
	Iteration 21Q: 3 clusters Score -2585589 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2585665.750000 Penalty: 5026.721680
	Iteration 22Q: 3 clusters Score -2585666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2585737.500000 Penalty: 5026.721680
	Iteration 23Q: 3 clusters Score -2585738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2585786.750000 Penalty: 5026.721680
	Iteration 24Q: 3 clusters Score -2585787 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2585837.000000 Penalty: 5026.721680
	Iteration 25Q: 3 clusters Score -2585837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2585871.250000 Penalty: 5026.721680
	Iteration 26Q: 3 clusters Score -2585871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2585897.000000 Penalty: 5026.721680
	Iteration 27Q: 3 clusters Score -2585897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2585913.250000 Penalty: 5026.721680
	Iteration 28Q: 3 clusters Score -2585913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2585921.000000 Penalty: 5026.721680
	Iteration 29Q: 3 clusters Score -2585921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2585930.500000 Penalty: 5026.721680
	Iteration 30Q: 3 clusters Score -2585930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2585931.250000 Penalty: 5026.721680
	Iteration 31Q: 3 clusters Score -2585931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2585935.000000 Penalty: 5026.721680
	Iteration 32Q: 3 clusters Score -2585935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2585929.500000 Penalty: 5026.721680
	Iteration 33Q: 3 clusters Score -2585930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2585932.250000 Penalty: 5026.721680
	Iteration 34Q: 3 clusters Score -2585932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2585934.000000 Penalty: 5026.721680
	Iteration 35Q: 3 clusters Score -2585934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2585935.500000 Penalty: 5026.721680
	Iteration 36Q: 3 clusters Score -2585936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2585936.000000 Penalty: 5026.721680
	Iteration 37Q: 3 clusters Score -2585936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2585939.500000 Penalty: 5026.721680
	Iteration 38Q: 3 clusters Score -2585940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2585938.500000 Penalty: 5026.721680
	Iteration 39Q: 3 clusters Score -2585938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2585939.250000 Penalty: 5026.721680
	Iteration 40F: 3 clusters Score -2585939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2585940.250000 Penalty: 5026.721680
	Iteration 41Q: 3 clusters Score -2585940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2585945.000000 Penalty: 5026.721680
	Iteration 42Q: 3 clusters Score -2585945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2585945.250000 Penalty: 5026.721680
	Iteration 43Q: 3 clusters Score -2585945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2585948.250000 Penalty: 5026.721680
	Iteration 44Q: 3 clusters Score -2585948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2585950.750000 Penalty: 5026.721680
	Iteration 45Q: 3 clusters Score -2585951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2585950.750000 Penalty: 5026.721680
	Iteration 46F: 3 clusters Score -2585951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Entering Unmasked Estep 
Score: -1012046.125000 Penalty: 2283.220215
	Iteration 0F: 2 clusters Score -1012046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1004371.375000 Penalty: 4566.440430
	Iteration 0F: 3 clusters Score -1004371 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1006710.250000 Penalty: 4566.440430
	Iteration 1F: 3 clusters Score -1006710 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1007111.937500 Penalty: 4566.440430
	Iteration 2F: 3 clusters Score -1007112 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1007489.437500 Penalty: 4566.440430
	Iteration 3F: 3 clusters Score -1007489 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1007933.750000 Penalty: 4566.440430
	Iteration 4F: 3 clusters Score -1007934 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1008461.125000 Penalty: 4566.440430
	Iteration 5F: 3 clusters Score -1008461 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1009014.750000 Penalty: 4566.440430
	Iteration 6F: 3 clusters Score -1009015 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1009459.562500 Penalty: 4566.440430
	Iteration 7F: 3 clusters Score -1009460 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1009765.437500 Penalty: 4566.440430
	Iteration 8Q: 3 clusters Score -1009765 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1009961.937500 Penalty: 4566.440430
	Iteration 9Q: 3 clusters Score -1009962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1010070.750000 Penalty: 4566.440430
	Iteration 10Q: 3 clusters Score -1010071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1010127.750000 Penalty: 4566.440430
	Iteration 11Q: 3 clusters Score -1010128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1010163.625000 Penalty: 4566.440430
	Iteration 12Q: 3 clusters Score -1010164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1010186.062500 Penalty: 4566.440430
	Iteration 13Q: 3 clusters Score -1010186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1010202.625000 Penalty: 4566.440430
	Iteration 14Q: 3 clusters Score -1010203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1010222.312500 Penalty: 4566.440430
	Iteration 15Q: 3 clusters Score -1010222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1010237.687500 Penalty: 4566.440430
	Iteration 16Q: 3 clusters Score -1010238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1010249.312500 Penalty: 4566.440430
	Iteration 17Q: 3 clusters Score -1010249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1010259.812500 Penalty: 4566.440430
	Iteration 18Q: 3 clusters Score -1010260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1010262.312500 Penalty: 4566.440430
	Iteration 19Q: 3 clusters Score -1010262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1010269.875000 Penalty: 4566.440430
	Iteration 20F: 3 clusters Score -1010270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1010276.437500 Penalty: 4566.440430
	Iteration 21Q: 3 clusters Score -1010276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1010276.437500 Penalty: 4566.440430
	Iteration 22Q: 3 clusters Score -1010276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1010279.812500 Penalty: 4566.440430
	Iteration 23Q: 3 clusters Score -1010280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1010280.250000 Penalty: 4566.440430
	Iteration 24Q: 3 clusters Score -1010280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1010284.562500 Penalty: 4566.440430
	Iteration 25Q: 3 clusters Score -1010285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1010284.062500 Penalty: 4566.440430
	Iteration 26Q: 3 clusters Score -1010284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1010284.875000 Penalty: 4566.440430
	Iteration 27Q: 3 clusters Score -1010285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1010285.500000 Penalty: 4566.440430
	Iteration 28Q: 3 clusters Score -1010286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1010284.812500 Penalty: 4566.440430
	Iteration 29Q: 3 clusters Score -1010285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1010289.750000 Penalty: 4566.440430
	Iteration 30Q: 3 clusters Score -1010290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1010291.375000 Penalty: 4566.440430
	Iteration 31Q: 3 clusters Score -1010291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1010292.062500 Penalty: 4566.440430
	Iteration 32Q: 3 clusters Score -1010292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1010294.312500 Penalty: 4566.440430
	Iteration 33Q: 3 clusters Score -1010294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1010296.000000 Penalty: 4566.440430
	Iteration 34Q: 3 clusters Score -1010296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1010296.437500 Penalty: 4566.440430
	Iteration 35Q: 3 clusters Score -1010296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1010299.812500 Penalty: 4566.440430
	Iteration 36Q: 3 clusters Score -1010300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1010305.062500 Penalty: 4566.440430
	Iteration 37Q: 3 clusters Score -1010305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1010306.312500 Penalty: 4566.440430
	Iteration 38Q: 3 clusters Score -1010306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1010312.187500 Penalty: 4566.440430
	Iteration 39Q: 3 clusters Score -1010312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1010314.375000 Penalty: 4566.440430
	Iteration 40F: 3 clusters Score -1010314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1010315.875000 Penalty: 4566.440430
	Iteration 41Q: 3 clusters Score -1010316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1010318.812500 Penalty: 4566.440430
	Iteration 42Q: 3 clusters Score -1010319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1010321.937500 Penalty: 4566.440430
	Iteration 43Q: 3 clusters Score -1010322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1010322.562500 Penalty: 4566.440430
	Iteration 44Q: 3 clusters Score -1010323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1010327.250000 Penalty: 4566.440430
	Iteration 45Q: 3 clusters Score -1010327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1010328.187500 Penalty: 4566.440430
	Iteration 46Q: 3 clusters Score -1010328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1010330.750000 Penalty: 4566.440430
	Iteration 47Q: 3 clusters Score -1010331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1010333.250000 Penalty: 4566.440430
	Iteration 48Q: 3 clusters Score -1010333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1010333.062500 Penalty: 4566.440430
	Iteration 49Q: 3 clusters Score -1010333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1010335.000000 Penalty: 4566.440430
	Iteration 50Q: 3 clusters Score -1010335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1010339.187500 Penalty: 4566.440430
	Iteration 51Q: 3 clusters Score -1010339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1010339.812500 Penalty: 4566.440430
	Iteration 52Q: 3 clusters Score -1010340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1010340.437500 Penalty: 4566.440430
	Iteration 53Q: 3 clusters Score -1010340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1010343.500000 Penalty: 4566.440430
	Iteration 54Q: 3 clusters Score -1010344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1010345.500000 Penalty: 4566.440430
	Iteration 55Q: 3 clusters Score -1010346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1010345.562500 Penalty: 4566.440430
	Iteration 56Q: 3 clusters Score -1010346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1010344.625000 Penalty: 4566.440430
	Iteration 57Q: 3 clusters Score -1010345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1010346.062500 Penalty: 4566.440430
	Iteration 58Q: 3 clusters Score -1010346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1010345.062500 Penalty: 4566.440430
	Iteration 59Q: 3 clusters Score -1010345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1010345.937500 Penalty: 4566.440430
	Iteration 60F: 3 clusters Score -1010346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1010346.687500 Penalty: 4566.440430
	Iteration 61Q: 3 clusters Score -1010347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1010346.687500 Penalty: 4566.440430
	Iteration 62F: 3 clusters Score -1010347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1436675.000000 Penalty: 2405.454102
	Iteration 0F: 2 clusters Score -1436675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1425028.625000 Penalty: 4810.908203
	Iteration 0F: 3 clusters Score -1425029 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1429366.625000 Penalty: 4810.908203
	Iteration 1F: 3 clusters Score -1429367 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1430203.500000 Penalty: 4810.908203
	Iteration 2F: 3 clusters Score -1430204 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1431116.250000 Penalty: 4810.908203
	Iteration 3F: 3 clusters Score -1431116 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1432061.000000 Penalty: 4810.908203
	Iteration 4F: 3 clusters Score -1432061 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1432903.750000 Penalty: 4810.908203
	Iteration 5F: 3 clusters Score -1432904 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1433517.500000 Penalty: 4810.908203
	Iteration 6F: 3 clusters Score -1433518 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1433896.250000 Penalty: 4810.908203
	Iteration 7Q: 3 clusters Score -1433896 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1434094.125000 Penalty: 4810.908203
	Iteration 8Q: 3 clusters Score -1434094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1434238.875000 Penalty: 4810.908203
	Iteration 9Q: 3 clusters Score -1434239 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1434351.625000 Penalty: 4810.908203
	Iteration 10Q: 3 clusters Score -1434352 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1434428.875000 Penalty: 4810.908203
	Iteration 11Q: 3 clusters Score -1434429 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1434495.750000 Penalty: 4810.908203
	Iteration 12Q: 3 clusters Score -1434496 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1434540.375000 Penalty: 4810.908203
	Iteration 13Q: 3 clusters Score -1434540 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1434561.750000 Penalty: 4810.908203
	Iteration 14Q: 3 clusters Score -1434562 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1434588.375000 Penalty: 4810.908203
	Iteration 15Q: 3 clusters Score -1434588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1434606.750000 Penalty: 4810.908203
	Iteration 16Q: 3 clusters Score -1434607 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1434619.875000 Penalty: 4810.908203
	Iteration 17Q: 3 clusters Score -1434620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1434619.875000 Penalty: 4810.908203
	Iteration 18Q: 3 clusters Score -1434620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1434636.625000 Penalty: 4810.908203
	Iteration 19Q: 3 clusters Score -1434637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1434650.750000 Penalty: 4810.908203
	Iteration 20F: 3 clusters Score -1434651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1434653.500000 Penalty: 4810.908203
	Iteration 21Q: 3 clusters Score -1434654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1434658.125000 Penalty: 4810.908203
	Iteration 22Q: 3 clusters Score -1434658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1434659.250000 Penalty: 4810.908203
	Iteration 23Q: 3 clusters Score -1434659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1434663.500000 Penalty: 4810.908203
	Iteration 24Q: 3 clusters Score -1434664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1434669.625000 Penalty: 4810.908203
	Iteration 25Q: 3 clusters Score -1434670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1434664.625000 Penalty: 4810.908203
	Iteration 26Q: 3 clusters Score -1434665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1434665.250000 Penalty: 4810.908203
	Iteration 27Q: 3 clusters Score -1434665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1434665.750000 Penalty: 4810.908203
	Iteration 28Q: 3 clusters Score -1434666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1434671.375000 Penalty: 4810.908203
	Iteration 29Q: 3 clusters Score -1434671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1434672.375000 Penalty: 4810.908203
	Iteration 30Q: 3 clusters Score -1434672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1434671.625000 Penalty: 4810.908203
	Iteration 31Q: 3 clusters Score -1434672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1434673.125000 Penalty: 4810.908203
	Iteration 32Q: 3 clusters Score -1434673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1434677.250000 Penalty: 4810.908203
	Iteration 33Q: 3 clusters Score -1434677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1434678.250000 Penalty: 4810.908203
	Iteration 34Q: 3 clusters Score -1434678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1434676.125000 Penalty: 4810.908203
	Iteration 35Q: 3 clusters Score -1434676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1434676.250000 Penalty: 4810.908203
	Iteration 36Q: 3 clusters Score -1434676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1434677.250000 Penalty: 4810.908203
	Iteration 37Q: 3 clusters Score -1434677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1434680.875000 Penalty: 4810.908203
	Iteration 38Q: 3 clusters Score -1434681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1434685.250000 Penalty: 4810.908203
	Iteration 39Q: 3 clusters Score -1434685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1434690.000000 Penalty: 4810.908203
	Iteration 40F: 3 clusters Score -1434690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1434687.000000 Penalty: 4810.908203
	Iteration 41Q: 3 clusters Score -1434687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1434686.625000 Penalty: 4810.908203
	Iteration 42Q: 3 clusters Score -1434687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1434686.500000 Penalty: 4810.908203
	Iteration 43Q: 3 clusters Score -1434686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1434685.500000 Penalty: 4810.908203
	Iteration 44Q: 3 clusters Score -1434686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1434686.250000 Penalty: 4810.908203
	Iteration 45Q: 3 clusters Score -1434686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1434685.750000 Penalty: 4810.908203
	Iteration 46Q: 3 clusters Score -1434686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1434682.875000 Penalty: 4810.908203
	Iteration 47Q: 3 clusters Score -1434683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1434688.875000 Penalty: 4810.908203
	Iteration 48Q: 3 clusters Score -1434689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1434689.250000 Penalty: 4810.908203
	Iteration 49Q: 3 clusters Score -1434689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1434689.500000 Penalty: 4810.908203
	Iteration 50Q: 3 clusters Score -1434690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1434689.500000 Penalty: 4810.908203
	Iteration 51F: 3 clusters Score -1434690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -353465.125000 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -353465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -349489.625000 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -349489.6 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -350696.156250 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -350696.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351349.812500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -351349.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -351909.968750 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -351910 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -352303.593750 Penalty: 4125.611816
	Iteration 4F: 3 clusters Score -352303.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -352680.187500 Penalty: 4125.611816
	Iteration 5F: 3 clusters Score -352680.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -353093.218750 Penalty: 4125.611816
	Iteration 6F: 3 clusters Score -353093.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -353445.531250 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -353445.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -353653.437500 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -353653.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -353755.375000 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -353755.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -353799.906250 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -353799.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -353829.937500 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -353829.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -353857.125000 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -353857.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -353872.843750 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -353872.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -353890.781250 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -353890.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -353905.625000 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -353905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -353910.406250 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -353910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -353910.625000 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -353910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -353911.718750 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -353911.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -353911.718750 Penalty: 4125.611816
	Iteration 19F: 3 clusters Score -353911.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 1253 members 
Entering Unmasked Estep 
Score: -58922256.000000 Penalty: 115856.992188
Splitting cluster 21 changes total score from -58920432.000000 to -58922256.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -300994.437500 Penalty: 2017.711426
	Iteration 0F: 2 clusters Score -300994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -297504.000000 Penalty: 4035.422852
	Iteration 0F: 3 clusters Score -297504 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -298590.812500 Penalty: 4035.422852
	Iteration 1F: 3 clusters Score -298590.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -299114.937500 Penalty: 4035.422852
	Iteration 2F: 3 clusters Score -299114.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -299617.500000 Penalty: 4035.422852
	Iteration 3F: 3 clusters Score -299617.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300149.593750 Penalty: 4035.422852
	Iteration 4F: 3 clusters Score -300149.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -300668.593750 Penalty: 4035.422852
	Iteration 5F: 3 clusters Score -300668.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -301198.750000 Penalty: 4035.422852
	Iteration 6F: 3 clusters Score -301198.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -301729.343750 Penalty: 4035.422852
	Iteration 7Q: 3 clusters Score -301729.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -301920.218750 Penalty: 4035.422852
	Iteration 8Q: 3 clusters Score -301920.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301968.250000 Penalty: 4035.422852
	Iteration 9Q: 3 clusters Score -301968.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301983.750000 Penalty: 4035.422852
	Iteration 10Q: 3 clusters Score -301983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301989.000000 Penalty: 4035.422852
	Iteration 11Q: 3 clusters Score -301989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -301993.781250 Penalty: 4035.422852
	Iteration 12Q: 3 clusters Score -301993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -301995.750000 Penalty: 4035.422852
	Iteration 13Q: 3 clusters Score -301995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -301997.406250 Penalty: 4035.422852
	Iteration 14Q: 3 clusters Score -301997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -301997.406250 Penalty: 4035.422852
	Iteration 15F: 3 clusters Score -301997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 1316 members 
Entering Unmasked Estep 
Score: -58921948.000000 Penalty: 119167.195312
Splitting cluster 22 changes total score from -58920432.000000 to -58921948.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (17466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Entering Unmasked Estep 
Score: -1614672.625000 Penalty: 2422.466797
	Iteration 0F: 2 clusters Score -1614673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1602360.375000 Penalty: 4844.933594
	Iteration 0F: 3 clusters Score -1602360 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1606957.625000 Penalty: 4844.933594
	Iteration 1F: 3 clusters Score -1606958 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1607761.875000 Penalty: 4844.933594
	Iteration 2F: 3 clusters Score -1607762 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1608413.750000 Penalty: 4844.933594
	Iteration 3F: 3 clusters Score -1608414 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1609054.375000 Penalty: 4844.933594
	Iteration 4F: 3 clusters Score -1609054 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1609623.875000 Penalty: 4844.933594
	Iteration 5F: 3 clusters Score -1609624 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1610135.875000 Penalty: 4844.933594
	Iteration 6Q: 3 clusters Score -1610136 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1610552.750000 Penalty: 4844.933594
	Iteration 7Q: 3 clusters Score -1610553 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1610904.125000 Penalty: 4844.933594
	Iteration 8Q: 3 clusters Score -1610904 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1611245.125000 Penalty: 4844.933594
	Iteration 9Q: 3 clusters Score -1611245 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1611556.250000 Penalty: 4844.933594
	Iteration 10Q: 3 clusters Score -1611556 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1611805.625000 Penalty: 4844.933594
	Iteration 11Q: 3 clusters Score -1611806 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1612038.875000 Penalty: 4844.933594
	Iteration 12Q: 3 clusters Score -1612039 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1612269.500000 Penalty: 4844.933594
	Iteration 13Q: 3 clusters Score -1612270 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1612471.500000 Penalty: 4844.933594
	Iteration 14Q: 3 clusters Score -1612472 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1612643.500000 Penalty: 4844.933594
	Iteration 15Q: 3 clusters Score -1612644 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1612779.750000 Penalty: 4844.933594
	Iteration 16Q: 3 clusters Score -1612780 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1612915.750000 Penalty: 4844.933594
	Iteration 17Q: 3 clusters Score -1612916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1613021.375000 Penalty: 4844.933594
	Iteration 18Q: 3 clusters Score -1613021 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1613124.875000 Penalty: 4844.933594
	Iteration 19Q: 3 clusters Score -1613125 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1613224.875000 Penalty: 4844.933594
	Iteration 20F: 3 clusters Score -1613225 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1613329.125000 Penalty: 4844.933594
	Iteration 21Q: 3 clusters Score -1613329 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1613419.500000 Penalty: 4844.933594
	Iteration 22Q: 3 clusters Score -1613420 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1613498.375000 Penalty: 4844.933594
	Iteration 23Q: 3 clusters Score -1613498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1613557.000000 Penalty: 4844.933594
	Iteration 24Q: 3 clusters Score -1613557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1613601.125000 Penalty: 4844.933594
	Iteration 25Q: 3 clusters Score -1613601 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1613644.250000 Penalty: 4844.933594
	Iteration 26Q: 3 clusters Score -1613644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1613675.375000 Penalty: 4844.933594
	Iteration 27Q: 3 clusters Score -1613675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1613705.625000 Penalty: 4844.933594
	Iteration 28Q: 3 clusters Score -1613706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1613739.500000 Penalty: 4844.933594
	Iteration 29Q: 3 clusters Score -1613740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1613765.500000 Penalty: 4844.933594
	Iteration 30Q: 3 clusters Score -1613766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1613783.750000 Penalty: 4844.933594
	Iteration 31Q: 3 clusters Score -1613784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1613798.250000 Penalty: 4844.933594
	Iteration 32Q: 3 clusters Score -1613798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1613809.750000 Penalty: 4844.933594
	Iteration 33Q: 3 clusters Score -1613810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1613819.750000 Penalty: 4844.933594
	Iteration 34Q: 3 clusters Score -1613820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1613831.000000 Penalty: 4844.933594
	Iteration 35Q: 3 clusters Score -1613831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1613830.875000 Penalty: 4844.933594
	Iteration 36Q: 3 clusters Score -1613831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1613842.500000 Penalty: 4844.933594
	Iteration 37Q: 3 clusters Score -1613842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1613851.750000 Penalty: 4844.933594
	Iteration 38Q: 3 clusters Score -1613852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1613861.125000 Penalty: 4844.933594
	Iteration 39Q: 3 clusters Score -1613861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1613876.250000 Penalty: 4844.933594
	Iteration 40F: 3 clusters Score -1613876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1613885.375000 Penalty: 4844.933594
	Iteration 41Q: 3 clusters Score -1613885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1613899.375000 Penalty: 4844.933594
	Iteration 42Q: 3 clusters Score -1613899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1613920.500000 Penalty: 4844.933594
	Iteration 43Q: 3 clusters Score -1613920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1613942.000000 Penalty: 4844.933594
	Iteration 44Q: 3 clusters Score -1613942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1613989.000000 Penalty: 4844.933594
	Iteration 45Q: 3 clusters Score -1613989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1614061.750000 Penalty: 4844.933594
	Iteration 46Q: 3 clusters Score -1614062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1614129.625000 Penalty: 4844.933594
	Iteration 47Q: 3 clusters Score -1614130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1614180.125000 Penalty: 4844.933594
	Iteration 48Q: 3 clusters Score -1614180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1614225.875000 Penalty: 4844.933594
	Iteration 49Q: 3 clusters Score -1614226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1614236.625000 Penalty: 4844.933594
	Iteration 50Q: 3 clusters Score -1614237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1614252.250000 Penalty: 4844.933594
	Iteration 51Q: 3 clusters Score -1614252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1614254.000000 Penalty: 4844.933594
	Iteration 52Q: 3 clusters Score -1614254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1614254.875000 Penalty: 4844.933594
	Iteration 53Q: 3 clusters Score -1614255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1614255.750000 Penalty: 4844.933594
	Iteration 54Q: 3 clusters Score -1614256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1614255.750000 Penalty: 4844.933594
	Iteration 55F: 3 clusters Score -1614256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -414107.656250 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -414107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -409857.937500 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -409857.9 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -411037.312500 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -411037.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -411400.906250 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -411400.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -411710.375000 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -411710.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -412016.437500 Penalty: 4182.738770
	Iteration 4F: 3 clusters Score -412016.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -412268.937500 Penalty: 4182.738770
	Iteration 5F: 3 clusters Score -412268.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412484.937500 Penalty: 4182.738770
	Iteration 6F: 3 clusters Score -412484.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -412654.093750 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -412654.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -412850.218750 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -412850.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -412996.250000 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -412996.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -413091.875000 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -413091.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -413160.312500 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -413160.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -413205.250000 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -413205.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -413237.875000 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -413237.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -413257.031250 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -413257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -413269.312500 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -413269.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -413272.500000 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -413272.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -413274.656250 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -413274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -413275.781250 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -413275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -413275.562500 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -413275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -413277.375000 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -413277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -413278.843750 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -413278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -413280.281250 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -413280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -413280.562500 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -413280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -413280.750000 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -413280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -413283.218750 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -413283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -413284.250000 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -413284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -413287.093750 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -413287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -413290.062500 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -413290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -413291.312500 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -413291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -413291.468750 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -413291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -413291.468750 Penalty: 4182.738770
	Iteration 31F: 3 clusters Score -413291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Entering Unmasked Estep 
Score: -4075350.500000 Penalty: 2637.632568
	Iteration 0F: 2 clusters Score -4075350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4047053.250000 Penalty: 5275.265137
	Iteration 0F: 3 clusters Score -4047053 nChanged 19076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4057630.250000 Penalty: 5275.265137
	Iteration 1F: 3 clusters Score -4057630 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4058352.250000 Penalty: 5275.265137
	Iteration 2Q: 3 clusters Score -4058352 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4059379.000000 Penalty: 5275.265137
	Iteration 3Q: 3 clusters Score -4059379 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4060895.250000 Penalty: 5275.265137
	Iteration 4F: 3 clusters Score -4060895 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4062827.750000 Penalty: 5275.265137
	Iteration 5F: 3 clusters Score -4062828 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -4065096.750000 Penalty: 5275.265137
	Iteration 6F: 3 clusters Score -4065097 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4067066.000000 Penalty: 5275.265137
	Iteration 7F: 3 clusters Score -4067066 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4068526.250000 Penalty: 5275.265137
	Iteration 8F: 3 clusters Score -4068526 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4069553.250000 Penalty: 5275.265137
	Iteration 9Q: 3 clusters Score -4069553 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4070306.000000 Penalty: 5275.265137
	Iteration 10Q: 3 clusters Score -4070306 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4070809.000000 Penalty: 5275.265137
	Iteration 11Q: 3 clusters Score -4070809 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4071103.000000 Penalty: 5275.265137
	Iteration 12Q: 3 clusters Score -4071103 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4071252.000000 Penalty: 5275.265137
	Iteration 13Q: 3 clusters Score -4071252 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4071373.500000 Penalty: 5275.265137
	Iteration 14Q: 3 clusters Score -4071374 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4071456.500000 Penalty: 5275.265137
	Iteration 15Q: 3 clusters Score -4071456 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4071522.750000 Penalty: 5275.265137
	Iteration 16Q: 3 clusters Score -4071523 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4071558.000000 Penalty: 5275.265137
	Iteration 17Q: 3 clusters Score -4071558 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4071602.750000 Penalty: 5275.265137
	Iteration 18Q: 3 clusters Score -4071603 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -4071656.000000 Penalty: 5275.265137
	Iteration 19Q: 3 clusters Score -4071656 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4071712.500000 Penalty: 5275.265137
	Iteration 20F: 3 clusters Score -4071712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4071759.500000 Penalty: 5275.265137
	Iteration 21Q: 3 clusters Score -4071760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4071804.750000 Penalty: 5275.265137
	Iteration 22Q: 3 clusters Score -4071805 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4071859.500000 Penalty: 5275.265137
	Iteration 23Q: 3 clusters Score -4071860 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4071917.500000 Penalty: 5275.265137
	Iteration 24Q: 3 clusters Score -4071918 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -4071972.000000 Penalty: 5275.265137
	Iteration 25Q: 3 clusters Score -4071972 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -4072036.500000 Penalty: 5275.265137
	Iteration 26Q: 3 clusters Score -4072036 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -4072119.500000 Penalty: 5275.265137
	Iteration 27Q: 3 clusters Score -4072120 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4072192.000000 Penalty: 5275.265137
	Iteration 28Q: 3 clusters Score -4072192 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4072258.500000 Penalty: 5275.265137
	Iteration 29Q: 3 clusters Score -4072258 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -4072324.250000 Penalty: 5275.265137
	Iteration 30Q: 3 clusters Score -4072324 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4072398.500000 Penalty: 5275.265137
	Iteration 31Q: 3 clusters Score -4072398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4072472.750000 Penalty: 5275.265137
	Iteration 32Q: 3 clusters Score -4072473 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4072575.250000 Penalty: 5275.265137
	Iteration 33Q: 3 clusters Score -4072575 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4072655.750000 Penalty: 5275.265137
	Iteration 34Q: 3 clusters Score -4072656 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4072726.750000 Penalty: 5275.265137
	Iteration 35Q: 3 clusters Score -4072727 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4072799.250000 Penalty: 5275.265137
	Iteration 36Q: 3 clusters Score -4072799 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4072864.750000 Penalty: 5275.265137
	Iteration 37Q: 3 clusters Score -4072865 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4072930.750000 Penalty: 5275.265137
	Iteration 38Q: 3 clusters Score -4072931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4072972.500000 Penalty: 5275.265137
	Iteration 39Q: 3 clusters Score -4072972 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4072993.000000 Penalty: 5275.265137
	Iteration 40F: 3 clusters Score -4072993 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4073017.000000 Penalty: 5275.265137
	Iteration 41Q: 3 clusters Score -4073017 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4073047.000000 Penalty: 5275.265137
	Iteration 42Q: 3 clusters Score -4073047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4073064.000000 Penalty: 5275.265137
	Iteration 43Q: 3 clusters Score -4073064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4073093.750000 Penalty: 5275.265137
	Iteration 44Q: 3 clusters Score -4073094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4073124.500000 Penalty: 5275.265137
	Iteration 45Q: 3 clusters Score -4073124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4073146.750000 Penalty: 5275.265137
	Iteration 46Q: 3 clusters Score -4073147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4073174.250000 Penalty: 5275.265137
	Iteration 47Q: 3 clusters Score -4073174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4073192.750000 Penalty: 5275.265137
	Iteration 48Q: 3 clusters Score -4073193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4073204.500000 Penalty: 5275.265137
	Iteration 49Q: 3 clusters Score -4073204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4073216.250000 Penalty: 5275.265137
	Iteration 50Q: 3 clusters Score -4073216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4073244.000000 Penalty: 5275.265137
	Iteration 51Q: 3 clusters Score -4073244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4073272.500000 Penalty: 5275.265137
	Iteration 52Q: 3 clusters Score -4073272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4073300.750000 Penalty: 5275.265137
	Iteration 53Q: 3 clusters Score -4073301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4073311.500000 Penalty: 5275.265137
	Iteration 54Q: 3 clusters Score -4073312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4073318.750000 Penalty: 5275.265137
	Iteration 55Q: 3 clusters Score -4073319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4073342.000000 Penalty: 5275.265137
	Iteration 56Q: 3 clusters Score -4073342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4073353.000000 Penalty: 5275.265137
	Iteration 57Q: 3 clusters Score -4073353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4073373.000000 Penalty: 5275.265137
	Iteration 58Q: 3 clusters Score -4073373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4073382.500000 Penalty: 5275.265137
	Iteration 59Q: 3 clusters Score -4073382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4073394.750000 Penalty: 5275.265137
	Iteration 60F: 3 clusters Score -4073395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4073404.750000 Penalty: 5275.265137
	Iteration 61Q: 3 clusters Score -4073405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4073390.500000 Penalty: 5275.265137
	Iteration 62Q: 3 clusters Score -4073390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4073395.250000 Penalty: 5275.265137
	Iteration 63Q: 3 clusters Score -4073395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4073399.750000 Penalty: 5275.265137
	Iteration 64Q: 3 clusters Score -4073400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4073400.500000 Penalty: 5275.265137
	Iteration 65Q: 3 clusters Score -4073400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4073399.250000 Penalty: 5275.265137
	Iteration 66Q: 3 clusters Score -4073399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4073407.500000 Penalty: 5275.265137
	Iteration 67Q: 3 clusters Score -4073408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4073411.000000 Penalty: 5275.265137
	Iteration 68Q: 3 clusters Score -4073411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4073426.000000 Penalty: 5275.265137
	Iteration 69Q: 3 clusters Score -4073426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4073433.000000 Penalty: 5275.265137
	Iteration 70Q: 3 clusters Score -4073433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4073434.500000 Penalty: 5275.265137
	Iteration 71Q: 3 clusters Score -4073434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4073435.750000 Penalty: 5275.265137
	Iteration 72Q: 3 clusters Score -4073436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4073440.250000 Penalty: 5275.265137
	Iteration 73Q: 3 clusters Score -4073440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4073447.750000 Penalty: 5275.265137
	Iteration 74Q: 3 clusters Score -4073448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4073439.750000 Penalty: 5275.265137
	Iteration 75Q: 3 clusters Score -4073440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4073445.500000 Penalty: 5275.265137
	Iteration 76Q: 3 clusters Score -4073446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4073443.750000 Penalty: 5275.265137
	Iteration 77Q: 3 clusters Score -4073444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4073452.500000 Penalty: 5275.265137
	Iteration 78Q: 3 clusters Score -4073452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4073463.500000 Penalty: 5275.265137
	Iteration 79Q: 3 clusters Score -4073464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4073466.500000 Penalty: 5275.265137
	Iteration 80F: 3 clusters Score -4073466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4073462.250000 Penalty: 5275.265137
	Iteration 81Q: 3 clusters Score -4073462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4073470.750000 Penalty: 5275.265137
	Iteration 82Q: 3 clusters Score -4073471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4073464.500000 Penalty: 5275.265137
	Iteration 83Q: 3 clusters Score -4073464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4073461.000000 Penalty: 5275.265137
	Iteration 84Q: 3 clusters Score -4073461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4073468.750000 Penalty: 5275.265137
	Iteration 85Q: 3 clusters Score -4073469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4073469.750000 Penalty: 5275.265137
	Iteration 86Q: 3 clusters Score -4073470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4073481.750000 Penalty: 5275.265137
	Iteration 87Q: 3 clusters Score -4073482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4073477.250000 Penalty: 5275.265137
	Iteration 88Q: 3 clusters Score -4073477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4073485.250000 Penalty: 5275.265137
	Iteration 89Q: 3 clusters Score -4073485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4073483.500000 Penalty: 5275.265137
	Iteration 90Q: 3 clusters Score -4073484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4073481.750000 Penalty: 5275.265137
	Iteration 91Q: 3 clusters Score -4073482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4073484.250000 Penalty: 5275.265137
	Iteration 92Q: 3 clusters Score -4073484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4073490.000000 Penalty: 5275.265137
	Iteration 93Q: 3 clusters Score -4073490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4073502.000000 Penalty: 5275.265137
	Iteration 94Q: 3 clusters Score -4073502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4073497.500000 Penalty: 5275.265137
	Iteration 95Q: 3 clusters Score -4073498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4073504.000000 Penalty: 5275.265137
	Iteration 96Q: 3 clusters Score -4073504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4073503.000000 Penalty: 5275.265137
	Iteration 97Q: 3 clusters Score -4073503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4073505.000000 Penalty: 5275.265137
	Iteration 98Q: 3 clusters Score -4073505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4073501.500000 Penalty: 5275.265137
	Iteration 99Q: 3 clusters Score -4073502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4073503.000000 Penalty: 5275.265137
	Iteration 100F: 3 clusters Score -4073503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4073501.250000 Penalty: 5275.265137
	Iteration 101Q: 3 clusters Score -4073501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4073502.750000 Penalty: 5275.265137
	Iteration 102Q: 3 clusters Score -4073503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4073503.750000 Penalty: 5275.265137
	Iteration 103Q: 3 clusters Score -4073504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4073505.750000 Penalty: 5275.265137
	Iteration 104Q: 3 clusters Score -4073506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4073506.500000 Penalty: 5275.265137
	Iteration 105Q: 3 clusters Score -4073506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4073505.750000 Penalty: 5275.265137
	Iteration 106Q: 3 clusters Score -4073506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4073505.250000 Penalty: 5275.265137
	Iteration 107Q: 3 clusters Score -4073505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4073505.250000 Penalty: 5275.265137
	Iteration 108F: 3 clusters Score -4073505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Entering Unmasked Estep 
Score: -1014113.625000 Penalty: 2288.344971
	Iteration 0F: 2 clusters Score -1014114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1006420.875000 Penalty: 4576.689941
	Iteration 0F: 3 clusters Score -1006421 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1008530.687500 Penalty: 4576.689941
	Iteration 1F: 3 clusters Score -1008531 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1008830.562500 Penalty: 4576.689941
	Iteration 2F: 3 clusters Score -1008831 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1009099.562500 Penalty: 4576.689941
	Iteration 3F: 3 clusters Score -1009100 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1009345.812500 Penalty: 4576.689941
	Iteration 4Q: 3 clusters Score -1009346 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1009605.625000 Penalty: 4576.689941
	Iteration 5Q: 3 clusters Score -1009606 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1009882.375000 Penalty: 4576.689941
	Iteration 6Q: 3 clusters Score -1009882 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1010250.875000 Penalty: 4576.689941
	Iteration 7Q: 3 clusters Score -1010251 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1010737.687500 Penalty: 4576.689941
	Iteration 8Q: 3 clusters Score -1010738 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1011477.875000 Penalty: 4576.689941
	Iteration 9F: 3 clusters Score -1011478 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1012559.312500 Penalty: 4576.689941
	Iteration 10F: 3 clusters Score -1012559 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1013860.937500 Penalty: 4576.689941
	Iteration 11F: 3 clusters Score -1013861 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1014949.812500 Penalty: 4576.689941
	Iteration 12F: 3 clusters Score -1014950 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1015814.312500 Penalty: 4576.689941
	Iteration 13F: 3 clusters Score -1015814 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1016666.437500 Penalty: 4576.689941
	Iteration 14Q: 3 clusters Score -1016666 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1017249.812500 Penalty: 4576.689941
	Iteration 15Q: 3 clusters Score -1017250 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1017410.437500 Penalty: 4576.689941
	Iteration 16Q: 3 clusters Score -1017410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1017436.375000 Penalty: 4576.689941
	Iteration 17Q: 3 clusters Score -1017436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1017446.437500 Penalty: 4576.689941
	Iteration 18Q: 3 clusters Score -1017446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1017448.437500 Penalty: 4576.689941
	Iteration 19Q: 3 clusters Score -1017448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1017449.250000 Penalty: 4576.689941
	Iteration 20F: 3 clusters Score -1017449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1017448.562500 Penalty: 4576.689941
	Iteration 21Q: 3 clusters Score -1017449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1017448.562500 Penalty: 4576.689941
	Iteration 22F: 3 clusters Score -1017449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 1316 members 
Mstep: Class 37 contains 6578 members 
Entering Unmasked Estep 
Score: -58924332.000000 Penalty: 122477.390625
Splitting cluster 26 changes total score from -58920432.000000 to -58924332.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (11575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Entering Unmasked Estep 
Score: -1102508.625000 Penalty: 2320.437500
	Iteration 0F: 2 clusters Score -1102509 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 5805 members 
Entering Unmasked Estep 
Score: -1093800.375000 Penalty: 4640.875000
	Iteration 0F: 3 clusters Score -1093800 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1096608.250000 Penalty: 4640.875000
	Iteration 1F: 3 clusters Score -1096608 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1097220.750000 Penalty: 4640.875000
	Iteration 2F: 3 clusters Score -1097221 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1097876.625000 Penalty: 4640.875000
	Iteration 3F: 3 clusters Score -1097877 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1098408.750000 Penalty: 4640.875000
	Iteration 4F: 3 clusters Score -1098409 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1098884.250000 Penalty: 4640.875000
	Iteration 5F: 3 clusters Score -1098884 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1099279.125000 Penalty: 4640.875000
	Iteration 6F: 3 clusters Score -1099279 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1099571.500000 Penalty: 4640.875000
	Iteration 7Q: 3 clusters Score -1099572 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1099767.375000 Penalty: 4640.875000
	Iteration 8Q: 3 clusters Score -1099767 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1099934.625000 Penalty: 4640.875000
	Iteration 9Q: 3 clusters Score -1099935 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1100072.500000 Penalty: 4640.875000
	Iteration 10Q: 3 clusters Score -1100072 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1100193.750000 Penalty: 4640.875000
	Iteration 11Q: 3 clusters Score -1100194 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1100314.500000 Penalty: 4640.875000
	Iteration 12Q: 3 clusters Score -1100314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1100434.750000 Penalty: 4640.875000
	Iteration 13Q: 3 clusters Score -1100435 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1100562.750000 Penalty: 4640.875000
	Iteration 14Q: 3 clusters Score -1100563 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1100687.000000 Penalty: 4640.875000
	Iteration 15Q: 3 clusters Score -1100687 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1100802.375000 Penalty: 4640.875000
	Iteration 16Q: 3 clusters Score -1100802 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1100912.625000 Penalty: 4640.875000
	Iteration 17Q: 3 clusters Score -1100913 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1101010.875000 Penalty: 4640.875000
	Iteration 18Q: 3 clusters Score -1101011 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1101131.500000 Penalty: 4640.875000
	Iteration 19Q: 3 clusters Score -1101132 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1101265.000000 Penalty: 4640.875000
	Iteration 20F: 3 clusters Score -1101265 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1101436.125000 Penalty: 4640.875000
	Iteration 21Q: 3 clusters Score -1101436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1101606.250000 Penalty: 4640.875000
	Iteration 22Q: 3 clusters Score -1101606 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1101743.625000 Penalty: 4640.875000
	Iteration 23Q: 3 clusters Score -1101744 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1101865.375000 Penalty: 4640.875000
	Iteration 24Q: 3 clusters Score -1101865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1101942.875000 Penalty: 4640.875000
	Iteration 25Q: 3 clusters Score -1101943 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1101991.875000 Penalty: 4640.875000
	Iteration 26Q: 3 clusters Score -1101992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1102039.250000 Penalty: 4640.875000
	Iteration 27Q: 3 clusters Score -1102039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1102082.750000 Penalty: 4640.875000
	Iteration 28Q: 3 clusters Score -1102083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1102125.375000 Penalty: 4640.875000
	Iteration 29Q: 3 clusters Score -1102125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1102163.750000 Penalty: 4640.875000
	Iteration 30Q: 3 clusters Score -1102164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1102207.375000 Penalty: 4640.875000
	Iteration 31Q: 3 clusters Score -1102207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1102241.250000 Penalty: 4640.875000
	Iteration 32Q: 3 clusters Score -1102241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1102281.375000 Penalty: 4640.875000
	Iteration 33Q: 3 clusters Score -1102281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1102318.750000 Penalty: 4640.875000
	Iteration 34Q: 3 clusters Score -1102319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1102362.125000 Penalty: 4640.875000
	Iteration 35Q: 3 clusters Score -1102362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1102408.250000 Penalty: 4640.875000
	Iteration 36Q: 3 clusters Score -1102408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1102440.375000 Penalty: 4640.875000
	Iteration 37Q: 3 clusters Score -1102440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1102490.000000 Penalty: 4640.875000
	Iteration 38Q: 3 clusters Score -1102490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1102541.000000 Penalty: 4640.875000
	Iteration 39Q: 3 clusters Score -1102541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1102594.500000 Penalty: 4640.875000
	Iteration 40F: 3 clusters Score -1102594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1102631.125000 Penalty: 4640.875000
	Iteration 41Q: 3 clusters Score -1102631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1102645.500000 Penalty: 4640.875000
	Iteration 42Q: 3 clusters Score -1102646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1102651.375000 Penalty: 4640.875000
	Iteration 43Q: 3 clusters Score -1102651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1102661.500000 Penalty: 4640.875000
	Iteration 44Q: 3 clusters Score -1102662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1102665.250000 Penalty: 4640.875000
	Iteration 45Q: 3 clusters Score -1102665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1102668.875000 Penalty: 4640.875000
	Iteration 46Q: 3 clusters Score -1102669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1102667.750000 Penalty: 4640.875000
	Iteration 47Q: 3 clusters Score -1102668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1102668.375000 Penalty: 4640.875000
	Iteration 48Q: 3 clusters Score -1102668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1102670.750000 Penalty: 4640.875000
	Iteration 49Q: 3 clusters Score -1102671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1102670.750000 Penalty: 4640.875000
	Iteration 50F: 3 clusters Score -1102671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 1316 members 
Mstep: Class 37 contains 6578 members 
Mstep: Class 38 contains 10352 members 
Entering Unmasked Estep 
Score: -58923456.000000 Penalty: 125787.593750
Splitting cluster 27 changes total score from -58920432.000000 to -58923456.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (16883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Entering Unmasked Estep 
Score: -1572522.625000 Penalty: 2414.047363
	Iteration 0F: 2 clusters Score -1572523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1560399.500000 Penalty: 4828.094727
	Iteration 0F: 3 clusters Score -1560400 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1564373.875000 Penalty: 4828.094727
	Iteration 1F: 3 clusters Score -1564374 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1564803.500000 Penalty: 4828.094727
	Iteration 2F: 3 clusters Score -1564804 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1565209.000000 Penalty: 4828.094727
	Iteration 3F: 3 clusters Score -1565209 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1565662.750000 Penalty: 4828.094727
	Iteration 4Q: 3 clusters Score -1565663 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1566269.125000 Penalty: 4828.094727
	Iteration 5F: 3 clusters Score -1566269 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1567097.625000 Penalty: 4828.094727
	Iteration 6F: 3 clusters Score -1567098 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1568066.625000 Penalty: 4828.094727
	Iteration 7F: 3 clusters Score -1568067 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1569092.125000 Penalty: 4828.094727
	Iteration 8F: 3 clusters Score -1569092 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1570151.375000 Penalty: 4828.094727
	Iteration 9F: 3 clusters Score -1570151 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1571213.875000 Penalty: 4828.094727
	Iteration 10F: 3 clusters Score -1571214 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1572146.875000 Penalty: 4828.094727
	Iteration 11Q: 3 clusters Score -1572147 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1572904.250000 Penalty: 4828.094727
	Iteration 12Q: 3 clusters Score -1572904 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1573389.750000 Penalty: 4828.094727
	Iteration 13Q: 3 clusters Score -1573390 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1573715.125000 Penalty: 4828.094727
	Iteration 14Q: 3 clusters Score -1573715 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1573902.375000 Penalty: 4828.094727
	Iteration 15Q: 3 clusters Score -1573902 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1573997.250000 Penalty: 4828.094727
	Iteration 16Q: 3 clusters Score -1573997 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1574048.375000 Penalty: 4828.094727
	Iteration 17Q: 3 clusters Score -1574048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1574079.750000 Penalty: 4828.094727
	Iteration 18Q: 3 clusters Score -1574080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1574100.375000 Penalty: 4828.094727
	Iteration 19Q: 3 clusters Score -1574100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1574126.750000 Penalty: 4828.094727
	Iteration 20F: 3 clusters Score -1574127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1574150.500000 Penalty: 4828.094727
	Iteration 21Q: 3 clusters Score -1574150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1574163.000000 Penalty: 4828.094727
	Iteration 22Q: 3 clusters Score -1574163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1574175.000000 Penalty: 4828.094727
	Iteration 23Q: 3 clusters Score -1574175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1574191.000000 Penalty: 4828.094727
	Iteration 24Q: 3 clusters Score -1574191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1574201.250000 Penalty: 4828.094727
	Iteration 25Q: 3 clusters Score -1574201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1574221.250000 Penalty: 4828.094727
	Iteration 26Q: 3 clusters Score -1574221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1574251.625000 Penalty: 4828.094727
	Iteration 27Q: 3 clusters Score -1574252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1574273.750000 Penalty: 4828.094727
	Iteration 28Q: 3 clusters Score -1574274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1574302.625000 Penalty: 4828.094727
	Iteration 29Q: 3 clusters Score -1574303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1574339.125000 Penalty: 4828.094727
	Iteration 30Q: 3 clusters Score -1574339 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1574370.250000 Penalty: 4828.094727
	Iteration 31Q: 3 clusters Score -1574370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1574406.875000 Penalty: 4828.094727
	Iteration 32Q: 3 clusters Score -1574407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1574428.625000 Penalty: 4828.094727
	Iteration 33Q: 3 clusters Score -1574429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1574456.875000 Penalty: 4828.094727
	Iteration 34Q: 3 clusters Score -1574457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1574474.000000 Penalty: 4828.094727
	Iteration 35Q: 3 clusters Score -1574474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1574486.875000 Penalty: 4828.094727
	Iteration 36Q: 3 clusters Score -1574487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1574499.875000 Penalty: 4828.094727
	Iteration 37Q: 3 clusters Score -1574500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1574508.500000 Penalty: 4828.094727
	Iteration 38Q: 3 clusters Score -1574508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1574510.875000 Penalty: 4828.094727
	Iteration 39Q: 3 clusters Score -1574511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1574518.500000 Penalty: 4828.094727
	Iteration 40F: 3 clusters Score -1574518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1574526.125000 Penalty: 4828.094727
	Iteration 41Q: 3 clusters Score -1574526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1574534.750000 Penalty: 4828.094727
	Iteration 42Q: 3 clusters Score -1574535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1574537.000000 Penalty: 4828.094727
	Iteration 43Q: 3 clusters Score -1574537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1574536.500000 Penalty: 4828.094727
	Iteration 44Q: 3 clusters Score -1574536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1574536.625000 Penalty: 4828.094727
	Iteration 45Q: 3 clusters Score -1574537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1574541.625000 Penalty: 4828.094727
	Iteration 46Q: 3 clusters Score -1574542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1574547.000000 Penalty: 4828.094727
	Iteration 47Q: 3 clusters Score -1574547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1574545.500000 Penalty: 4828.094727
	Iteration 48Q: 3 clusters Score -1574546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1574547.750000 Penalty: 4828.094727
	Iteration 49Q: 3 clusters Score -1574548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1574548.000000 Penalty: 4828.094727
	Iteration 50Q: 3 clusters Score -1574548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1574546.500000 Penalty: 4828.094727
	Iteration 51Q: 3 clusters Score -1574546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1574546.000000 Penalty: 4828.094727
	Iteration 52Q: 3 clusters Score -1574546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1574551.000000 Penalty: 4828.094727
	Iteration 53Q: 3 clusters Score -1574551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1574551.000000 Penalty: 4828.094727
	Iteration 54Q: 3 clusters Score -1574551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1574550.500000 Penalty: 4828.094727
	Iteration 55Q: 3 clusters Score -1574550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1574550.875000 Penalty: 4828.094727
	Iteration 56Q: 3 clusters Score -1574551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1574551.125000 Penalty: 4828.094727
	Iteration 57Q: 3 clusters Score -1574551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1574554.500000 Penalty: 4828.094727
	Iteration 58Q: 3 clusters Score -1574554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1574555.000000 Penalty: 4828.094727
	Iteration 59Q: 3 clusters Score -1574555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1574554.375000 Penalty: 4828.094727
	Iteration 60F: 3 clusters Score -1574554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1574550.500000 Penalty: 4828.094727
	Iteration 61Q: 3 clusters Score -1574550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1574551.000000 Penalty: 4828.094727
	Iteration 62Q: 3 clusters Score -1574551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1574552.625000 Penalty: 4828.094727
	Iteration 63Q: 3 clusters Score -1574553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1574554.125000 Penalty: 4828.094727
	Iteration 64Q: 3 clusters Score -1574554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1574551.875000 Penalty: 4828.094727
	Iteration 65Q: 3 clusters Score -1574552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1574551.875000 Penalty: 4828.094727
	Iteration 66Q: 3 clusters Score -1574552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1574551.875000 Penalty: 4828.094727
	Iteration 67Q: 3 clusters Score -1574552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1574551.875000 Penalty: 4828.094727
	Iteration 68F: 3 clusters Score -1574552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 28820 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 1316 members 
Mstep: Class 37 contains 6578 members 
Mstep: Class 38 contains 10352 members 
Mstep: Class 39 contains 9829 members 
Entering Unmasked Estep 
Score: -58924488.000000 Penalty: 129097.796875
Splitting cluster 28 changes total score from -58920432.000000 to -58924488.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (94607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Entering Unmasked Estep 
Score: -9199944.000000 Penalty: 2841.456787
	Iteration 0F: 2 clusters Score -9199944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -9136478.000000 Penalty: 5682.913574
	Iteration 0F: 3 clusters Score -9136478 nChanged 44764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -9162506.000000 Penalty: 5682.913574
	Iteration 1F: 3 clusters Score -9162506 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -9164242.000000 Penalty: 5682.913574
	Iteration 2Q: 3 clusters Score -9164242 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -9167019.000000 Penalty: 5682.913574
	Iteration 3F: 3 clusters Score -9167019 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -9170696.000000 Penalty: 5682.913574
	Iteration 4F: 3 clusters Score -9170696 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -9174709.000000 Penalty: 5682.913574
	Iteration 5F: 3 clusters Score -9174709 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -9178616.000000 Penalty: 5682.913574
	Iteration 6F: 3 clusters Score -9178616 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -9181780.000000 Penalty: 5682.913574
	Iteration 7F: 3 clusters Score -9181780 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -9184274.000000 Penalty: 5682.913574
	Iteration 8Q: 3 clusters Score -9184274 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -9186408.000000 Penalty: 5682.913574
	Iteration 9Q: 3 clusters Score -9186408 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -9188098.000000 Penalty: 5682.913574
	Iteration 10Q: 3 clusters Score -9188098 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -9189509.000000 Penalty: 5682.913574
	Iteration 11Q: 3 clusters Score -9189509 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -9190621.000000 Penalty: 5682.913574
	Iteration 12Q: 3 clusters Score -9190621 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -9191365.000000 Penalty: 5682.913574
	Iteration 13Q: 3 clusters Score -9191365 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -9191998.000000 Penalty: 5682.913574
	Iteration 14Q: 3 clusters Score -9191998 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -9192456.000000 Penalty: 5682.913574
	Iteration 15Q: 3 clusters Score -9192456 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -9192883.000000 Penalty: 5682.913574
	Iteration 16Q: 3 clusters Score -9192883 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -9193257.000000 Penalty: 5682.913574
	Iteration 17Q: 3 clusters Score -9193257 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -9193747.000000 Penalty: 5682.913574
	Iteration 18Q: 3 clusters Score -9193747 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -9194126.000000 Penalty: 5682.913574
	Iteration 19Q: 3 clusters Score -9194126 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -9194485.000000 Penalty: 5682.913574
	Iteration 20F: 3 clusters Score -9194485 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -9194798.000000 Penalty: 5682.913574
	Iteration 21Q: 3 clusters Score -9194798 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -9195047.000000 Penalty: 5682.913574
	Iteration 22Q: 3 clusters Score -9195047 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -9195324.000000 Penalty: 5682.913574
	Iteration 23Q: 3 clusters Score -9195324 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -9195503.000000 Penalty: 5682.913574
	Iteration 24Q: 3 clusters Score -9195503 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -9195766.000000 Penalty: 5682.913574
	Iteration 25Q: 3 clusters Score -9195766 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -9196005.000000 Penalty: 5682.913574
	Iteration 26Q: 3 clusters Score -9196005 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -9196182.000000 Penalty: 5682.913574
	Iteration 27Q: 3 clusters Score -9196182 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -9196341.000000 Penalty: 5682.913574
	Iteration 28Q: 3 clusters Score -9196341 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -9196506.000000 Penalty: 5682.913574
	Iteration 29Q: 3 clusters Score -9196506 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -9196669.000000 Penalty: 5682.913574
	Iteration 30Q: 3 clusters Score -9196669 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9196844.000000 Penalty: 5682.913574
	Iteration 31Q: 3 clusters Score -9196844 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9196954.000000 Penalty: 5682.913574
	Iteration 32Q: 3 clusters Score -9196954 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9197052.000000 Penalty: 5682.913574
	Iteration 33Q: 3 clusters Score -9197052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9197107.000000 Penalty: 5682.913574
	Iteration 34Q: 3 clusters Score -9197107 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9197174.000000 Penalty: 5682.913574
	Iteration 35Q: 3 clusters Score -9197174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9197229.000000 Penalty: 5682.913574
	Iteration 36Q: 3 clusters Score -9197229 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9197299.000000 Penalty: 5682.913574
	Iteration 37Q: 3 clusters Score -9197299 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9197335.000000 Penalty: 5682.913574
	Iteration 38Q: 3 clusters Score -9197335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9197364.000000 Penalty: 5682.913574
	Iteration 39Q: 3 clusters Score -9197364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9197422.000000 Penalty: 5682.913574
	Iteration 40F: 3 clusters Score -9197422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9197468.000000 Penalty: 5682.913574
	Iteration 41Q: 3 clusters Score -9197468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9197492.000000 Penalty: 5682.913574
	Iteration 42Q: 3 clusters Score -9197492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9197508.000000 Penalty: 5682.913574
	Iteration 43Q: 3 clusters Score -9197508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9197539.000000 Penalty: 5682.913574
	Iteration 44Q: 3 clusters Score -9197539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9197551.000000 Penalty: 5682.913574
	Iteration 45Q: 3 clusters Score -9197551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9197571.000000 Penalty: 5682.913574
	Iteration 46Q: 3 clusters Score -9197571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9197584.000000 Penalty: 5682.913574
	Iteration 47Q: 3 clusters Score -9197584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9197605.000000 Penalty: 5682.913574
	Iteration 48Q: 3 clusters Score -9197605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9197611.000000 Penalty: 5682.913574
	Iteration 49Q: 3 clusters Score -9197611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9197609.000000 Penalty: 5682.913574
	Iteration 50Q: 3 clusters Score -9197609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9197620.000000 Penalty: 5682.913574
	Iteration 51Q: 3 clusters Score -9197620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9197637.000000 Penalty: 5682.913574
	Iteration 52Q: 3 clusters Score -9197637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9197646.000000 Penalty: 5682.913574
	Iteration 53Q: 3 clusters Score -9197646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9197644.000000 Penalty: 5682.913574
	Iteration 54Q: 3 clusters Score -9197644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9197654.000000 Penalty: 5682.913574
	Iteration 55Q: 3 clusters Score -9197654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9197663.000000 Penalty: 5682.913574
	Iteration 56Q: 3 clusters Score -9197663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9197653.000000 Penalty: 5682.913574
	Iteration 57Q: 3 clusters Score -9197653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9197669.000000 Penalty: 5682.913574
	Iteration 58Q: 3 clusters Score -9197669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9197665.000000 Penalty: 5682.913574
	Iteration 59Q: 3 clusters Score -9197665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9197676.000000 Penalty: 5682.913574
	Iteration 60F: 3 clusters Score -9197676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9197668.000000 Penalty: 5682.913574
	Iteration 61Q: 3 clusters Score -9197668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9197669.000000 Penalty: 5682.913574
	Iteration 62Q: 3 clusters Score -9197669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9197674.000000 Penalty: 5682.913574
	Iteration 63Q: 3 clusters Score -9197674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9197673.000000 Penalty: 5682.913574
	Iteration 64Q: 3 clusters Score -9197673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9197676.000000 Penalty: 5682.913574
	Iteration 65Q: 3 clusters Score -9197676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9197683.000000 Penalty: 5682.913574
	Iteration 66Q: 3 clusters Score -9197683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9197690.000000 Penalty: 5682.913574
	Iteration 67Q: 3 clusters Score -9197690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9197685.000000 Penalty: 5682.913574
	Iteration 68Q: 3 clusters Score -9197685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9197689.000000 Penalty: 5682.913574
	Iteration 69Q: 3 clusters Score -9197689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9197682.000000 Penalty: 5682.913574
	Iteration 70Q: 3 clusters Score -9197682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9197683.000000 Penalty: 5682.913574
	Iteration 71Q: 3 clusters Score -9197683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9197683.000000 Penalty: 5682.913574
	Iteration 72Q: 3 clusters Score -9197683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9197691.000000 Penalty: 5682.913574
	Iteration 73Q: 3 clusters Score -9197691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9197684.000000 Penalty: 5682.913574
	Iteration 74Q: 3 clusters Score -9197684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9197691.000000 Penalty: 5682.913574
	Iteration 75Q: 3 clusters Score -9197691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9197696.000000 Penalty: 5682.913574
	Iteration 76Q: 3 clusters Score -9197696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9197696.000000 Penalty: 5682.913574
	Iteration 77Q: 3 clusters Score -9197696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9197692.000000 Penalty: 5682.913574
	Iteration 78Q: 3 clusters Score -9197692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9197691.000000 Penalty: 5682.913574
	Iteration 79Q: 3 clusters Score -9197691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9197687.000000 Penalty: 5682.913574
	Iteration 80F: 3 clusters Score -9197687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Entering Unmasked Estep 
Score: -2854260.750000 Penalty: 2546.668457
	Iteration 0F: 2 clusters Score -2854261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2834540.250000 Penalty: 5093.336914
	Iteration 0F: 3 clusters Score -2834540 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2841837.250000 Penalty: 5093.336914
	Iteration 1F: 3 clusters Score -2841837 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2842863.250000 Penalty: 5093.336914
	Iteration 2F: 3 clusters Score -2842863 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2844389.000000 Penalty: 5093.336914
	Iteration 3F: 3 clusters Score -2844389 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2846664.000000 Penalty: 5093.336914
	Iteration 4F: 3 clusters Score -2846664 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2848962.250000 Penalty: 5093.336914
	Iteration 5F: 3 clusters Score -2848962 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2850390.750000 Penalty: 5093.336914
	Iteration 6F: 3 clusters Score -2850391 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2851273.500000 Penalty: 5093.336914
	Iteration 7Q: 3 clusters Score -2851274 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2852059.000000 Penalty: 5093.336914
	Iteration 8Q: 3 clusters Score -2852059 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2852992.000000 Penalty: 5093.336914
	Iteration 9Q: 3 clusters Score -2852992 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2854443.000000 Penalty: 5093.336914
	Iteration 10Q: 3 clusters Score -2854443 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2855782.750000 Penalty: 5093.336914
	Iteration 11Q: 3 clusters Score -2855783 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2856162.500000 Penalty: 5093.336914
	Iteration 12Q: 3 clusters Score -2856162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2856257.250000 Penalty: 5093.336914
	Iteration 13Q: 3 clusters Score -2856257 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2856292.250000 Penalty: 5093.336914
	Iteration 14Q: 3 clusters Score -2856292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2856308.250000 Penalty: 5093.336914
	Iteration 15Q: 3 clusters Score -2856308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2856313.250000 Penalty: 5093.336914
	Iteration 16Q: 3 clusters Score -2856313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2856315.250000 Penalty: 5093.336914
	Iteration 17Q: 3 clusters Score -2856315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2856311.500000 Penalty: 5093.336914
	Iteration 18Q: 3 clusters Score -2856312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2856318.500000 Penalty: 5093.336914
	Iteration 19Q: 3 clusters Score -2856318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2856321.000000 Penalty: 5093.336914
	Iteration 20F: 3 clusters Score -2856321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2856320.000000 Penalty: 5093.336914
	Iteration 21Q: 3 clusters Score -2856320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2856321.750000 Penalty: 5093.336914
	Iteration 22Q: 3 clusters Score -2856322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2856322.250000 Penalty: 5093.336914
	Iteration 23Q: 3 clusters Score -2856322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2856322.250000 Penalty: 5093.336914
	Iteration 24F: 3 clusters Score -2856322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 9280 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 1316 members 
Mstep: Class 37 contains 6578 members 
Mstep: Class 38 contains 10352 members 
Mstep: Class 39 contains 9829 members 
Mstep: Class 40 contains 19540 members 
Entering Unmasked Estep 
Score: -58925968.000000 Penalty: 132408.000000
Splitting cluster 30 changes total score from -58920432.000000 to -58925968.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (22660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Entering Unmasked Estep 
Score: -2324556.750000 Penalty: 2487.032471
	Iteration 0F: 2 clusters Score -2324557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2308762.000000 Penalty: 4974.064941
	Iteration 0F: 3 clusters Score -2308762 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2314069.250000 Penalty: 4974.064941
	Iteration 1F: 3 clusters Score -2314069 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2314492.000000 Penalty: 4974.064941
	Iteration 2F: 3 clusters Score -2314492 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2314805.000000 Penalty: 4974.064941
	Iteration 3Q: 3 clusters Score -2314805 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2315081.500000 Penalty: 4974.064941
	Iteration 4Q: 3 clusters Score -2315082 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2315301.250000 Penalty: 4974.064941
	Iteration 5Q: 3 clusters Score -2315301 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2315505.250000 Penalty: 4974.064941
	Iteration 6Q: 3 clusters Score -2315505 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2315679.250000 Penalty: 4974.064941
	Iteration 7Q: 3 clusters Score -2315679 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2315824.750000 Penalty: 4974.064941
	Iteration 8Q: 3 clusters Score -2315825 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2315989.750000 Penalty: 4974.064941
	Iteration 9Q: 3 clusters Score -2315990 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2316189.750000 Penalty: 4974.064941
	Iteration 10Q: 3 clusters Score -2316190 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2316420.000000 Penalty: 4974.064941
	Iteration 11Q: 3 clusters Score -2316420 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2316750.000000 Penalty: 4974.064941
	Iteration 12Q: 3 clusters Score -2316750 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2317177.500000 Penalty: 4974.064941
	Iteration 13Q: 3 clusters Score -2317178 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2317816.750000 Penalty: 4974.064941
	Iteration 14Q: 3 clusters Score -2317817 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2318758.750000 Penalty: 4974.064941
	Iteration 15F: 3 clusters Score -2318759 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2319916.000000 Penalty: 4974.064941
	Iteration 16F: 3 clusters Score -2319916 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2320968.750000 Penalty: 4974.064941
	Iteration 17Q: 3 clusters Score -2320969 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2321632.000000 Penalty: 4974.064941
	Iteration 18Q: 3 clusters Score -2321632 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2322034.250000 Penalty: 4974.064941
	Iteration 19Q: 3 clusters Score -2322034 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2322268.000000 Penalty: 4974.064941
	Iteration 20F: 3 clusters Score -2322268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2322389.000000 Penalty: 4974.064941
	Iteration 21Q: 3 clusters Score -2322389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2322454.750000 Penalty: 4974.064941
	Iteration 22Q: 3 clusters Score -2322455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2322502.000000 Penalty: 4974.064941
	Iteration 23Q: 3 clusters Score -2322502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2322535.250000 Penalty: 4974.064941
	Iteration 24Q: 3 clusters Score -2322535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2322552.500000 Penalty: 4974.064941
	Iteration 25Q: 3 clusters Score -2322552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2322568.750000 Penalty: 4974.064941
	Iteration 26Q: 3 clusters Score -2322569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2322575.750000 Penalty: 4974.064941
	Iteration 27Q: 3 clusters Score -2322576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2322580.000000 Penalty: 4974.064941
	Iteration 28Q: 3 clusters Score -2322580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2322586.250000 Penalty: 4974.064941
	Iteration 29Q: 3 clusters Score -2322586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2322591.000000 Penalty: 4974.064941
	Iteration 30Q: 3 clusters Score -2322591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2322593.000000 Penalty: 4974.064941
	Iteration 31Q: 3 clusters Score -2322593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2322596.000000 Penalty: 4974.064941
	Iteration 32Q: 3 clusters Score -2322596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2322607.500000 Penalty: 4974.064941
	Iteration 33Q: 3 clusters Score -2322608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2322610.750000 Penalty: 4974.064941
	Iteration 34Q: 3 clusters Score -2322611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2322616.250000 Penalty: 4974.064941
	Iteration 35Q: 3 clusters Score -2322616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2322617.750000 Penalty: 4974.064941
	Iteration 36Q: 3 clusters Score -2322618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2322617.750000 Penalty: 4974.064941
	Iteration 37F: 3 clusters Score -2322618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 29834 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62285 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 14130 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 35052 members 
Mstep: Class 18 contains 25198 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 16308 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 17466 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 9280 members 
Mstep: Class 31 contains 22660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58930128.000000 Penalty: 132408.000000
Iteration 79Q: 41 clusters Score -5.893013e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 25122 members 
Mstep: Class 4 contains 6167 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 29854 members 
Mstep: Class 7 contains 44544 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 62298 members 
Mstep: Class 13 contains 16725 members 
Mstep: Class 14 contains 22199 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 16050 members 
Mstep: Class 17 contains 35071 members 
Mstep: Class 18 contains 25338 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 16363 members 
Mstep: Class 21 contains 2743 members 
Mstep: Class 22 contains 2261 members 
Mstep: Class 23 contains 17346 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 41383 members 
Mstep: Class 26 contains 3619 members 
Mstep: Class 27 contains 1224 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 94700 members 
Mstep: Class 30 contains 9579 members 
Mstep: Class 31 contains 22731 members 
Mstep: Class 32 contains 5499 members 
Mstep: Class 33 contains 5402 members 
Mstep: Class 34 contains 1499 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1230 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 10193 members 
Mstep: Class 39 contains 9486 members 
Mstep: Class 40 contains 19201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58933764.000000 Penalty: 132408.000000
Iteration 80F: 41 clusters Score -5.893376e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 25105 members 
Mstep: Class 4 contains 6150 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 29837 members 
Mstep: Class 7 contains 44573 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 12 contains 62277 members 
Mstep: Class 13 contains 16543 members 
Mstep: Class 14 contains 22089 members 
Mstep: Class 15 contains 14166 members 
Mstep: Class 16 contains 16031 members 
Mstep: Class 17 contains 35048 members 
Mstep: Class 18 contains 25293 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 16300 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 17279 members 
Mstep: Class 24 contains 4632 members 
Mstep: Class 25 contains 41078 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 1236 members 
Mstep: Class 28 contains 7448 members 
Mstep: Class 29 contains 94806 members 
Mstep: Class 30 contains 9694 members 
Mstep: Class 31 contains 22637 members 
Mstep: Class 32 contains 5640 members 
Mstep: Class 33 contains 5415 members 
Mstep: Class 34 contains 1818 members 
Mstep: Class 35 contains 1249 members 
Mstep: Class 36 contains 1302 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 10276 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 19487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58935360.000000 Penalty: 132408.000000
Iteration 81Q: 41 clusters Score -5.893536e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 25092 members 
Mstep: Class 4 contains 6160 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 29832 members 
Mstep: Class 7 contains 44626 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 62265 members 
Mstep: Class 13 contains 16445 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 14153 members 
Mstep: Class 16 contains 16032 members 
Mstep: Class 17 contains 35039 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9922 members 
Mstep: Class 20 contains 16265 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 22 contains 2278 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 4642 members 
Mstep: Class 25 contains 40837 members 
Mstep: Class 26 contains 3541 members 
Mstep: Class 27 contains 1247 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 94902 members 
Mstep: Class 30 contains 9819 members 
Mstep: Class 31 contains 22590 members 
Mstep: Class 32 contains 5710 members 
Mstep: Class 33 contains 5426 members 
Mstep: Class 34 contains 2012 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 1341 members 
Mstep: Class 37 contains 6389 members 
Mstep: Class 38 contains 10299 members 
Mstep: Class 39 contains 9726 members 
Mstep: Class 40 contains 19566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58935948.000000 Penalty: 132408.000000
Iteration 82Q: 41 clusters Score -5.893595e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 29835 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 6678 members 
Mstep: Class 12 contains 62258 members 
Mstep: Class 13 contains 16384 members 
Mstep: Class 14 contains 21912 members 
Mstep: Class 15 contains 14155 members 
Mstep: Class 16 contains 16043 members 
Mstep: Class 17 contains 35039 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 9892 members 
Mstep: Class 20 contains 16227 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 2278 members 
Mstep: Class 23 contains 17216 members 
Mstep: Class 24 contains 4654 members 
Mstep: Class 25 contains 40639 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1259 members 
Mstep: Class 28 contains 7698 members 
Mstep: Class 29 contains 94975 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 22556 members 
Mstep: Class 32 contains 5752 members 
Mstep: Class 33 contains 5447 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 1291 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 6373 members 
Mstep: Class 38 contains 10310 members 
Mstep: Class 39 contains 9787 members 
Mstep: Class 40 contains 19581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58936432.000000 Penalty: 132408.000000
Iteration 83Q: 41 clusters Score -5.893643e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 25070 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 5684 members 
Mstep: Class 6 contains 29833 members 
Mstep: Class 7 contains 44705 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 62251 members 
Mstep: Class 13 contains 16355 members 
Mstep: Class 14 contains 21856 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 16184 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 2270 members 
Mstep: Class 23 contains 17189 members 
Mstep: Class 24 contains 4669 members 
Mstep: Class 25 contains 40490 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 1271 members 
Mstep: Class 28 contains 7801 members 
Mstep: Class 29 contains 95044 members 
Mstep: Class 30 contains 9983 members 
Mstep: Class 31 contains 22533 members 
Mstep: Class 32 contains 5776 members 
Mstep: Class 33 contains 5462 members 
Mstep: Class 34 contains 2346 members 
Mstep: Class 35 contains 1299 members 
Mstep: Class 36 contains 1369 members 
Mstep: Class 37 contains 6368 members 
Mstep: Class 38 contains 10322 members 
Mstep: Class 39 contains 9830 members 
Mstep: Class 40 contains 19580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58936752.000000 Penalty: 132408.000000
Iteration 84Q: 41 clusters Score -5.893675e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 25056 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 5 contains 5642 members 
Mstep: Class 6 contains 29835 members 
Mstep: Class 7 contains 44736 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 62240 members 
Mstep: Class 13 contains 16330 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 14222 members 
Mstep: Class 16 contains 16047 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25291 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 16154 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 2271 members 
Mstep: Class 23 contains 17189 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 40352 members 
Mstep: Class 26 contains 3512 members 
Mstep: Class 27 contains 1278 members 
Mstep: Class 28 contains 7891 members 
Mstep: Class 29 contains 95123 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 22522 members 
Mstep: Class 32 contains 5792 members 
Mstep: Class 33 contains 5477 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 1306 members 
Mstep: Class 36 contains 1383 members 
Mstep: Class 37 contains 6365 members 
Mstep: Class 38 contains 10324 members 
Mstep: Class 39 contains 9871 members 
Mstep: Class 40 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937180.000000 Penalty: 132408.000000
Iteration 85Q: 41 clusters Score -5.893718e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 3 contains 25044 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 5587 members 
Mstep: Class 6 contains 29841 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 3318 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 5990 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 62234 members 
Mstep: Class 13 contains 16311 members 
Mstep: Class 14 contains 21720 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 16 contains 16049 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25284 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 16113 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 17188 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 40244 members 
Mstep: Class 26 contains 3512 members 
Mstep: Class 27 contains 1287 members 
Mstep: Class 28 contains 7985 members 
Mstep: Class 29 contains 95205 members 
Mstep: Class 30 contains 10093 members 
Mstep: Class 31 contains 22503 members 
Mstep: Class 32 contains 5802 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 2554 members 
Mstep: Class 35 contains 1308 members 
Mstep: Class 36 contains 1391 members 
Mstep: Class 37 contains 6365 members 
Mstep: Class 38 contains 10325 members 
Mstep: Class 39 contains 9889 members 
Mstep: Class 40 contains 19568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937164.000000 Penalty: 132408.000000
Iteration 86Q: 41 clusters Score -5.893716e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 25036 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 29840 members 
Mstep: Class 7 contains 44780 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 5971 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 62235 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 21662 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 16052 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25284 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 16091 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 17173 members 
Mstep: Class 24 contains 4701 members 
Mstep: Class 25 contains 40142 members 
Mstep: Class 26 contains 3508 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 8071 members 
Mstep: Class 29 contains 95270 members 
Mstep: Class 30 contains 10144 members 
Mstep: Class 31 contains 22496 members 
Mstep: Class 32 contains 5822 members 
Mstep: Class 33 contains 5502 members 
Mstep: Class 34 contains 2649 members 
Mstep: Class 35 contains 1312 members 
Mstep: Class 36 contains 1392 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 10314 members 
Mstep: Class 39 contains 9891 members 
Mstep: Class 40 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937344.000000 Penalty: 132408.000000
Iteration 87Q: 41 clusters Score -5.893734e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 25029 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 29845 members 
Mstep: Class 7 contains 44787 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 6670 members 
Mstep: Class 12 contains 62230 members 
Mstep: Class 13 contains 16260 members 
Mstep: Class 14 contains 21607 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 16064 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25285 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 16083 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 17154 members 
Mstep: Class 24 contains 4706 members 
Mstep: Class 25 contains 40032 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 1310 members 
Mstep: Class 28 contains 8157 members 
Mstep: Class 29 contains 95336 members 
Mstep: Class 30 contains 10194 members 
Mstep: Class 31 contains 22477 members 
Mstep: Class 32 contains 5836 members 
Mstep: Class 33 contains 5508 members 
Mstep: Class 34 contains 2757 members 
Mstep: Class 35 contains 1313 members 
Mstep: Class 36 contains 1393 members 
Mstep: Class 37 contains 6365 members 
Mstep: Class 38 contains 10309 members 
Mstep: Class 39 contains 9884 members 
Mstep: Class 40 contains 19540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937488.000000 Penalty: 132408.000000
Iteration 88Q: 41 clusters Score -5.893749e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 29849 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 62235 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 21551 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 16064 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25283 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 16072 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 17130 members 
Mstep: Class 24 contains 4717 members 
Mstep: Class 25 contains 39936 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1313 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 95407 members 
Mstep: Class 30 contains 10230 members 
Mstep: Class 31 contains 22462 members 
Mstep: Class 32 contains 5852 members 
Mstep: Class 33 contains 5513 members 
Mstep: Class 34 contains 2856 members 
Mstep: Class 35 contains 1313 members 
Mstep: Class 36 contains 1391 members 
Mstep: Class 37 contains 6367 members 
Mstep: Class 38 contains 10315 members 
Mstep: Class 39 contains 9886 members 
Mstep: Class 40 contains 19520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937576.000000 Penalty: 132408.000000
Iteration 89Q: 41 clusters Score -5.893758e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 25015 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 29847 members 
Mstep: Class 7 contains 44825 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 62242 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 21495 members 
Mstep: Class 15 contains 14422 members 
Mstep: Class 16 contains 16063 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25283 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 17121 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 39860 members 
Mstep: Class 26 contains 3492 members 
Mstep: Class 27 contains 1317 members 
Mstep: Class 28 contains 8313 members 
Mstep: Class 29 contains 95474 members 
Mstep: Class 30 contains 10257 members 
Mstep: Class 31 contains 22446 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 5516 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 1316 members 
Mstep: Class 36 contains 1393 members 
Mstep: Class 37 contains 6367 members 
Mstep: Class 38 contains 10323 members 
Mstep: Class 39 contains 9891 members 
Mstep: Class 40 contains 19499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937508.000000 Penalty: 132408.000000
Iteration 90Q: 41 clusters Score -5.893751e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 25013 members 
Mstep: Class 4 contains 6219 members 
Mstep: Class 5 contains 5435 members 
Mstep: Class 6 contains 29852 members 
Mstep: Class 7 contains 44845 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 5883 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 62236 members 
Mstep: Class 13 contains 16168 members 
Mstep: Class 14 contains 21436 members 
Mstep: Class 15 contains 14455 members 
Mstep: Class 16 contains 16067 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25282 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 16050 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 17121 members 
Mstep: Class 24 contains 4741 members 
Mstep: Class 25 contains 39785 members 
Mstep: Class 26 contains 3484 members 
Mstep: Class 27 contains 1320 members 
Mstep: Class 28 contains 8380 members 
Mstep: Class 29 contains 95542 members 
Mstep: Class 30 contains 10281 members 
Mstep: Class 31 contains 22429 members 
Mstep: Class 32 contains 5882 members 
Mstep: Class 33 contains 5516 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 1314 members 
Mstep: Class 36 contains 1397 members 
Mstep: Class 37 contains 6366 members 
Mstep: Class 38 contains 10327 members 
Mstep: Class 39 contains 9917 members 
Mstep: Class 40 contains 19478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58937920.000000 Penalty: 132408.000000
Iteration 91Q: 41 clusters Score -5.893792e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 25008 members 
Mstep: Class 4 contains 6224 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 29858 members 
Mstep: Class 7 contains 44851 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 5846 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 62228 members 
Mstep: Class 13 contains 16138 members 
Mstep: Class 14 contains 21368 members 
Mstep: Class 15 contains 14508 members 
Mstep: Class 16 contains 16075 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25278 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 17107 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 39713 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 8451 members 
Mstep: Class 29 contains 95615 members 
Mstep: Class 30 contains 10300 members 
Mstep: Class 31 contains 22418 members 
Mstep: Class 32 contains 5896 members 
Mstep: Class 33 contains 5522 members 
Mstep: Class 34 contains 3138 members 
Mstep: Class 35 contains 1316 members 
Mstep: Class 36 contains 1403 members 
Mstep: Class 37 contains 6363 members 
Mstep: Class 38 contains 10330 members 
Mstep: Class 39 contains 9957 members 
Mstep: Class 40 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938112.000000 Penalty: 132408.000000
Iteration 92Q: 41 clusters Score -5.893811e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2688 members 
Mstep: Class 3 contains 25006 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 29858 members 
Mstep: Class 7 contains 44873 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 5816 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 62226 members 
Mstep: Class 13 contains 16108 members 
Mstep: Class 14 contains 21289 members 
Mstep: Class 15 contains 14557 members 
Mstep: Class 16 contains 16084 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25273 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 16032 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 17101 members 
Mstep: Class 24 contains 4754 members 
Mstep: Class 25 contains 39644 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 8520 members 
Mstep: Class 29 contains 95696 members 
Mstep: Class 30 contains 10324 members 
Mstep: Class 31 contains 22411 members 
Mstep: Class 32 contains 5912 members 
Mstep: Class 33 contains 5524 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 1315 members 
Mstep: Class 36 contains 1406 members 
Mstep: Class 37 contains 6366 members 
Mstep: Class 38 contains 10329 members 
Mstep: Class 39 contains 9988 members 
Mstep: Class 40 contains 19437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938264.000000 Penalty: 132408.000000
Iteration 93Q: 41 clusters Score -5.893826e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 24999 members 
Mstep: Class 4 contains 6239 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 29855 members 
Mstep: Class 7 contains 44885 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 62217 members 
Mstep: Class 13 contains 16088 members 
Mstep: Class 14 contains 21221 members 
Mstep: Class 15 contains 14611 members 
Mstep: Class 16 contains 16103 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25273 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 16017 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 17080 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 39584 members 
Mstep: Class 26 contains 3472 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8596 members 
Mstep: Class 29 contains 95781 members 
Mstep: Class 30 contains 10343 members 
Mstep: Class 31 contains 22400 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 5531 members 
Mstep: Class 34 contains 3260 members 
Mstep: Class 35 contains 1312 members 
Mstep: Class 36 contains 1410 members 
Mstep: Class 37 contains 6367 members 
Mstep: Class 38 contains 10322 members 
Mstep: Class 39 contains 9998 members 
Mstep: Class 40 contains 19424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938536.000000 Penalty: 132408.000000
Iteration 94Q: 41 clusters Score -5.893854e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 24999 members 
Mstep: Class 4 contains 6250 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 29855 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 3091 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 62213 members 
Mstep: Class 13 contains 16075 members 
Mstep: Class 14 contains 21149 members 
Mstep: Class 15 contains 14654 members 
Mstep: Class 16 contains 16108 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15994 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 4762 members 
Mstep: Class 25 contains 39527 members 
Mstep: Class 26 contains 3472 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8670 members 
Mstep: Class 29 contains 95866 members 
Mstep: Class 30 contains 10355 members 
Mstep: Class 31 contains 22392 members 
Mstep: Class 32 contains 5933 members 
Mstep: Class 33 contains 5536 members 
Mstep: Class 34 contains 3299 members 
Mstep: Class 35 contains 1311 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 10317 members 
Mstep: Class 39 contains 10012 members 
Mstep: Class 40 contains 19411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938720.000000 Penalty: 132408.000000
Iteration 95Q: 41 clusters Score -5.893872e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 24997 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 29861 members 
Mstep: Class 7 contains 44922 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 62204 members 
Mstep: Class 13 contains 16065 members 
Mstep: Class 14 contains 21066 members 
Mstep: Class 15 contains 14681 members 
Mstep: Class 16 contains 16111 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15985 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 17042 members 
Mstep: Class 24 contains 4764 members 
Mstep: Class 25 contains 39485 members 
Mstep: Class 26 contains 3471 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8735 members 
Mstep: Class 29 contains 95969 members 
Mstep: Class 30 contains 10355 members 
Mstep: Class 31 contains 22382 members 
Mstep: Class 32 contains 5942 members 
Mstep: Class 33 contains 5536 members 
Mstep: Class 34 contains 3340 members 
Mstep: Class 35 contains 1309 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 6362 members 
Mstep: Class 38 contains 10309 members 
Mstep: Class 39 contains 10023 members 
Mstep: Class 40 contains 19406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938824.000000 Penalty: 132408.000000
Iteration 96Q: 41 clusters Score -5.893882e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 24996 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 6 contains 29858 members 
Mstep: Class 7 contains 44921 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 62194 members 
Mstep: Class 13 contains 16053 members 
Mstep: Class 14 contains 20983 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 16109 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15975 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 17046 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 39445 members 
Mstep: Class 26 contains 3472 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8788 members 
Mstep: Class 29 contains 96074 members 
Mstep: Class 30 contains 10354 members 
Mstep: Class 31 contains 22377 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 3367 members 
Mstep: Class 35 contains 1311 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 10303 members 
Mstep: Class 39 contains 10044 members 
Mstep: Class 40 contains 19400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938952.000000 Penalty: 132408.000000
Iteration 97Q: 41 clusters Score -5.893895e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 24997 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 5262 members 
Mstep: Class 6 contains 29859 members 
Mstep: Class 7 contains 44925 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 62198 members 
Mstep: Class 13 contains 16041 members 
Mstep: Class 14 contains 20898 members 
Mstep: Class 15 contains 14742 members 
Mstep: Class 16 contains 16116 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 15956 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 17034 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 39406 members 
Mstep: Class 26 contains 3471 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8828 members 
Mstep: Class 29 contains 96164 members 
Mstep: Class 30 contains 10356 members 
Mstep: Class 31 contains 22373 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 5537 members 
Mstep: Class 34 contains 3403 members 
Mstep: Class 35 contains 1311 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 10304 members 
Mstep: Class 39 contains 10055 members 
Mstep: Class 40 contains 19391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58938856.000000 Penalty: 132408.000000
Iteration 98Q: 41 clusters Score -5.893886e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 24994 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 29860 members 
Mstep: Class 7 contains 44922 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 62198 members 
Mstep: Class 13 contains 16037 members 
Mstep: Class 14 contains 20818 members 
Mstep: Class 15 contains 14751 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 1814 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 4782 members 
Mstep: Class 25 contains 39382 members 
Mstep: Class 26 contains 3470 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 96255 members 
Mstep: Class 30 contains 10359 members 
Mstep: Class 31 contains 22371 members 
Mstep: Class 32 contains 5956 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 3426 members 
Mstep: Class 35 contains 1307 members 
Mstep: Class 36 contains 1415 members 
Mstep: Class 37 contains 6362 members 
Mstep: Class 38 contains 10304 members 
Mstep: Class 39 contains 10062 members 
Mstep: Class 40 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939104.000000 Penalty: 132408.000000
Iteration 99Q: 41 clusters Score -5.89391e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 24995 members 
Mstep: Class 4 contains 6302 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 29861 members 
Mstep: Class 7 contains 44927 members 
Mstep: Class 8 contains 3034 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 62195 members 
Mstep: Class 13 contains 16029 members 
Mstep: Class 14 contains 20739 members 
Mstep: Class 15 contains 14778 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 1788 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 17021 members 
Mstep: Class 24 contains 4794 members 
Mstep: Class 25 contains 39342 members 
Mstep: Class 26 contains 3468 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 96347 members 
Mstep: Class 30 contains 10365 members 
Mstep: Class 31 contains 22368 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 1306 members 
Mstep: Class 36 contains 1416 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 10305 members 
Mstep: Class 39 contains 10063 members 
Mstep: Class 40 contains 19382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939320.000000 Penalty: 132408.000000
Iteration 100F: 41 clusters Score -5.893932e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 24992 members 
Mstep: Class 4 contains 6296 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 29863 members 
Mstep: Class 7 contains 44934 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 62195 members 
Mstep: Class 13 contains 16015 members 
Mstep: Class 14 contains 20659 members 
Mstep: Class 15 contains 14800 members 
Mstep: Class 16 contains 16117 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15934 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 17024 members 
Mstep: Class 24 contains 4799 members 
Mstep: Class 25 contains 39305 members 
Mstep: Class 26 contains 3466 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8924 members 
Mstep: Class 29 contains 96442 members 
Mstep: Class 30 contains 10369 members 
Mstep: Class 31 contains 22366 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 3501 members 
Mstep: Class 35 contains 1303 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 6357 members 
Mstep: Class 38 contains 10306 members 
Mstep: Class 39 contains 10076 members 
Mstep: Class 40 contains 19369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939508.000000 Penalty: 132408.000000
Iteration 101Q: 41 clusters Score -5.893951e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 24989 members 
Mstep: Class 4 contains 6294 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 29867 members 
Mstep: Class 7 contains 44948 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 62197 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 20602 members 
Mstep: Class 15 contains 14815 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 35007 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 17014 members 
Mstep: Class 24 contains 4809 members 
Mstep: Class 25 contains 39270 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 96507 members 
Mstep: Class 30 contains 10371 members 
Mstep: Class 31 contains 22358 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 5539 members 
Mstep: Class 34 contains 3556 members 
Mstep: Class 35 contains 1297 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 6357 members 
Mstep: Class 38 contains 10311 members 
Mstep: Class 39 contains 10090 members 
Mstep: Class 40 contains 19352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939544.000000 Penalty: 132408.000000
Iteration 102Q: 41 clusters Score -5.893954e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 24991 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 44953 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 62198 members 
Mstep: Class 13 contains 15984 members 
Mstep: Class 14 contains 20562 members 
Mstep: Class 15 contains 14828 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25266 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15909 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 4821 members 
Mstep: Class 25 contains 39255 members 
Mstep: Class 26 contains 3461 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 96556 members 
Mstep: Class 30 contains 10365 members 
Mstep: Class 31 contains 22343 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 5539 members 
Mstep: Class 34 contains 3617 members 
Mstep: Class 35 contains 1294 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 6355 members 
Mstep: Class 38 contains 10315 members 
Mstep: Class 39 contains 10106 members 
Mstep: Class 40 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939624.000000 Penalty: 132408.000000
Iteration 103Q: 41 clusters Score -5.893962e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 24990 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 5125 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 7 contains 44954 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 62208 members 
Mstep: Class 13 contains 15966 members 
Mstep: Class 14 contains 20529 members 
Mstep: Class 15 contains 14847 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 25266 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15906 members 
Mstep: Class 21 contains 1788 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 17006 members 
Mstep: Class 24 contains 4838 members 
Mstep: Class 25 contains 39232 members 
Mstep: Class 26 contains 3461 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9009 members 
Mstep: Class 29 contains 96593 members 
Mstep: Class 30 contains 10359 members 
Mstep: Class 31 contains 22338 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 5539 members 
Mstep: Class 34 contains 3658 members 
Mstep: Class 35 contains 1291 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 6355 members 
Mstep: Class 38 contains 10322 members 
Mstep: Class 39 contains 10128 members 
Mstep: Class 40 contains 19328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939504.000000 Penalty: 132408.000000
Iteration 104Q: 41 clusters Score -5.89395e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 24984 members 
Mstep: Class 4 contains 6275 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 44956 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 62215 members 
Mstep: Class 13 contains 15943 members 
Mstep: Class 14 contains 20499 members 
Mstep: Class 15 contains 14849 members 
Mstep: Class 16 contains 16101 members 
Mstep: Class 17 contains 34999 members 
Mstep: Class 18 contains 25267 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15904 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 16999 members 
Mstep: Class 24 contains 4866 members 
Mstep: Class 25 contains 39217 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9013 members 
Mstep: Class 29 contains 96630 members 
Mstep: Class 30 contains 10363 members 
Mstep: Class 31 contains 22329 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 3694 members 
Mstep: Class 35 contains 1290 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 10323 members 
Mstep: Class 39 contains 10148 members 
Mstep: Class 40 contains 19317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939780.000000 Penalty: 132408.000000
Iteration 105Q: 41 clusters Score -5.893978e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 24985 members 
Mstep: Class 4 contains 6282 members 
Mstep: Class 5 contains 5085 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 44953 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 6668 members 
Mstep: Class 12 contains 62218 members 
Mstep: Class 13 contains 15925 members 
Mstep: Class 14 contains 20472 members 
Mstep: Class 15 contains 14849 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 34994 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15902 members 
Mstep: Class 21 contains 1791 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 16985 members 
Mstep: Class 24 contains 4887 members 
Mstep: Class 25 contains 39203 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 96662 members 
Mstep: Class 30 contains 10364 members 
Mstep: Class 31 contains 22325 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3722 members 
Mstep: Class 35 contains 1290 members 
Mstep: Class 36 contains 1442 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 10325 members 
Mstep: Class 39 contains 10160 members 
Mstep: Class 40 contains 19303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939776.000000 Penalty: 132408.000000
Iteration 106Q: 41 clusters Score -5.893978e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 24987 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 44952 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 6669 members 
Mstep: Class 12 contains 62223 members 
Mstep: Class 13 contains 15914 members 
Mstep: Class 14 contains 20436 members 
Mstep: Class 15 contains 14841 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 34987 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15900 members 
Mstep: Class 21 contains 1788 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 16980 members 
Mstep: Class 24 contains 4906 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 96701 members 
Mstep: Class 30 contains 10363 members 
Mstep: Class 31 contains 22320 members 
Mstep: Class 32 contains 5975 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3755 members 
Mstep: Class 35 contains 1285 members 
Mstep: Class 36 contains 1443 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10326 members 
Mstep: Class 39 contains 10169 members 
Mstep: Class 40 contains 19296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939872.000000 Penalty: 132408.000000
Iteration 107Q: 41 clusters Score -5.893987e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 24987 members 
Mstep: Class 4 contains 6295 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 29885 members 
Mstep: Class 7 contains 44956 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 6669 members 
Mstep: Class 12 contains 62232 members 
Mstep: Class 13 contains 15898 members 
Mstep: Class 14 contains 20391 members 
Mstep: Class 15 contains 14837 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 34986 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15894 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 16984 members 
Mstep: Class 24 contains 4920 members 
Mstep: Class 25 contains 39183 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9039 members 
Mstep: Class 29 contains 96744 members 
Mstep: Class 30 contains 10363 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 5975 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3791 members 
Mstep: Class 35 contains 1285 members 
Mstep: Class 36 contains 1443 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10327 members 
Mstep: Class 39 contains 10179 members 
Mstep: Class 40 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939968.000000 Penalty: 132408.000000
Iteration 108Q: 41 clusters Score -5.893997e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 24986 members 
Mstep: Class 4 contains 6297 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 29883 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 6670 members 
Mstep: Class 12 contains 62235 members 
Mstep: Class 13 contains 15887 members 
Mstep: Class 14 contains 20354 members 
Mstep: Class 15 contains 14845 members 
Mstep: Class 16 contains 16110 members 
Mstep: Class 17 contains 34984 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15889 members 
Mstep: Class 21 contains 1793 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 16984 members 
Mstep: Class 24 contains 4927 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 3456 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 96784 members 
Mstep: Class 30 contains 10362 members 
Mstep: Class 31 contains 22312 members 
Mstep: Class 32 contains 5976 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3813 members 
Mstep: Class 35 contains 1284 members 
Mstep: Class 36 contains 1443 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10327 members 
Mstep: Class 39 contains 10190 members 
Mstep: Class 40 contains 19276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939864.000000 Penalty: 132408.000000
Iteration 109Q: 41 clusters Score -5.893986e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 24985 members 
Mstep: Class 4 contains 6302 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 29883 members 
Mstep: Class 7 contains 44956 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 62241 members 
Mstep: Class 13 contains 15879 members 
Mstep: Class 14 contains 20329 members 
Mstep: Class 15 contains 14851 members 
Mstep: Class 16 contains 16113 members 
Mstep: Class 17 contains 34980 members 
Mstep: Class 18 contains 25265 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15890 members 
Mstep: Class 21 contains 1794 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 16986 members 
Mstep: Class 24 contains 4941 members 
Mstep: Class 25 contains 39172 members 
Mstep: Class 26 contains 3455 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 96806 members 
Mstep: Class 30 contains 10362 members 
Mstep: Class 31 contains 22307 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 1285 members 
Mstep: Class 36 contains 1446 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10328 members 
Mstep: Class 39 contains 10197 members 
Mstep: Class 40 contains 19268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940072.000000 Penalty: 132408.000000
Iteration 110Q: 41 clusters Score -5.894007e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 4995 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 44952 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 20303 members 
Mstep: Class 15 contains 14860 members 
Mstep: Class 16 contains 16118 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25264 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15882 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 16994 members 
Mstep: Class 24 contains 4959 members 
Mstep: Class 25 contains 39159 members 
Mstep: Class 26 contains 3454 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9031 members 
Mstep: Class 29 contains 96834 members 
Mstep: Class 30 contains 10359 members 
Mstep: Class 31 contains 22305 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 3858 members 
Mstep: Class 35 contains 1283 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10329 members 
Mstep: Class 39 contains 10205 members 
Mstep: Class 40 contains 19261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940144.000000 Penalty: 132408.000000
Iteration 111Q: 41 clusters Score -5.894014e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 4983 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 44957 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 62250 members 
Mstep: Class 13 contains 15863 members 
Mstep: Class 14 contains 20278 members 
Mstep: Class 15 contains 14863 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 34979 members 
Mstep: Class 18 contains 25262 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 16999 members 
Mstep: Class 24 contains 4972 members 
Mstep: Class 25 contains 39145 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 96863 members 
Mstep: Class 30 contains 10357 members 
Mstep: Class 31 contains 22304 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3876 members 
Mstep: Class 35 contains 1282 members 
Mstep: Class 36 contains 1442 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10329 members 
Mstep: Class 39 contains 10207 members 
Mstep: Class 40 contains 19262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940176.000000 Penalty: 132408.000000
Iteration 112Q: 41 clusters Score -5.894018e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 62257 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 20259 members 
Mstep: Class 15 contains 14869 members 
Mstep: Class 16 contains 16126 members 
Mstep: Class 17 contains 34977 members 
Mstep: Class 18 contains 25261 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 1825 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 17004 members 
Mstep: Class 24 contains 4984 members 
Mstep: Class 25 contains 39134 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 96883 members 
Mstep: Class 30 contains 10357 members 
Mstep: Class 31 contains 22303 members 
Mstep: Class 32 contains 5979 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3882 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 1442 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10331 members 
Mstep: Class 39 contains 10212 members 
Mstep: Class 40 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940300.000000 Penalty: 132408.000000
Iteration 113Q: 41 clusters Score -5.89403e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 29885 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 62262 members 
Mstep: Class 13 contains 15854 members 
Mstep: Class 14 contains 20243 members 
Mstep: Class 15 contains 14880 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 34977 members 
Mstep: Class 18 contains 25260 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15848 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 17005 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 39120 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9020 members 
Mstep: Class 29 contains 96902 members 
Mstep: Class 30 contains 10357 members 
Mstep: Class 31 contains 22304 members 
Mstep: Class 32 contains 5981 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 1267 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10332 members 
Mstep: Class 39 contains 10218 members 
Mstep: Class 40 contains 19258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940420.000000 Penalty: 132408.000000
Iteration 114Q: 41 clusters Score -5.894042e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 4920 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44964 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 62264 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 14893 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34977 members 
Mstep: Class 18 contains 25258 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15846 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 17004 members 
Mstep: Class 24 contains 5021 members 
Mstep: Class 25 contains 39110 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9016 members 
Mstep: Class 29 contains 96922 members 
Mstep: Class 30 contains 10355 members 
Mstep: Class 31 contains 22303 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3893 members 
Mstep: Class 35 contains 1259 members 
Mstep: Class 36 contains 1446 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10331 members 
Mstep: Class 39 contains 10218 members 
Mstep: Class 40 contains 19257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940380.000000 Penalty: 132408.000000
Iteration 115Q: 41 clusters Score -5.894038e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6311 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44971 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 62264 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 20212 members 
Mstep: Class 15 contains 14896 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25259 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15838 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 17007 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 39098 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 96939 members 
Mstep: Class 30 contains 10353 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3898 members 
Mstep: Class 35 contains 1252 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10331 members 
Mstep: Class 39 contains 10222 members 
Mstep: Class 40 contains 19254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940448.000000 Penalty: 132408.000000
Iteration 116Q: 41 clusters Score -5.894045e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44971 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 6680 members 
Mstep: Class 12 contains 62268 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 20203 members 
Mstep: Class 15 contains 14899 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34977 members 
Mstep: Class 18 contains 25258 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 17020 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 39091 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9018 members 
Mstep: Class 29 contains 96945 members 
Mstep: Class 30 contains 10351 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3903 members 
Mstep: Class 35 contains 1254 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10331 members 
Mstep: Class 39 contains 10225 members 
Mstep: Class 40 contains 19253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940396.000000 Penalty: 132408.000000
Iteration 117Q: 41 clusters Score -5.89404e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 29887 members 
Mstep: Class 7 contains 44972 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 62271 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 14903 members 
Mstep: Class 16 contains 16132 members 
Mstep: Class 17 contains 34977 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 17015 members 
Mstep: Class 24 contains 5122 members 
Mstep: Class 25 contains 39084 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 96956 members 
Mstep: Class 30 contains 10348 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 3906 members 
Mstep: Class 35 contains 1253 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10333 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 19251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58940388.000000 Penalty: 132408.000000
Iteration 118Q: 41 clusters Score -5.894039e+07 nChanged 183
Entering ConstructFrom: 
Score: -58940388.000000 Penalty: 132408.000000
Entering ConstructFrom: 
Trying to split cluster 1 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -247094.234375 Penalty: 2007.026978
	Iteration 0F: 2 clusters Score -247094.2 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 1577 members 
Entering Unmasked Estep 
Score: -243791.000000 Penalty: 4014.053955
	Iteration 0F: 3 clusters Score -243791 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -245230.406250 Penalty: 4014.053955
	Iteration 1F: 3 clusters Score -245230.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -245998.781250 Penalty: 4014.053955
	Iteration 2F: 3 clusters Score -245998.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -246554.328125 Penalty: 4014.053955
	Iteration 3F: 3 clusters Score -246554.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -246906.937500 Penalty: 4014.053955
	Iteration 4F: 3 clusters Score -246906.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -247086.031250 Penalty: 4014.053955
	Iteration 5Q: 3 clusters Score -247086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -247155.015625 Penalty: 4014.053955
	Iteration 6Q: 3 clusters Score -247155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -247184.937500 Penalty: 4014.053955
	Iteration 7Q: 3 clusters Score -247184.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -247198.515625 Penalty: 4014.053955
	Iteration 8Q: 3 clusters Score -247198.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -247205.984375 Penalty: 4014.053955
	Iteration 9Q: 3 clusters Score -247206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -247213.171875 Penalty: 4014.053955
	Iteration 10Q: 3 clusters Score -247213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -247220.468750 Penalty: 4014.053955
	Iteration 11Q: 3 clusters Score -247220.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -247231.546875 Penalty: 4014.053955
	Iteration 12Q: 3 clusters Score -247231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -247243.515625 Penalty: 4014.053955
	Iteration 13Q: 3 clusters Score -247243.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -247249.687500 Penalty: 4014.053955
	Iteration 14Q: 3 clusters Score -247249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -247254.953125 Penalty: 4014.053955
	Iteration 15Q: 3 clusters Score -247255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -247260.484375 Penalty: 4014.053955
	Iteration 16Q: 3 clusters Score -247260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -247263.015625 Penalty: 4014.053955
	Iteration 17Q: 3 clusters Score -247263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -247263.062500 Penalty: 4014.053955
	Iteration 18Q: 3 clusters Score -247263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -247263.343750 Penalty: 4014.053955
	Iteration 19Q: 3 clusters Score -247263.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -247263.343750 Penalty: 4014.053955
	Iteration 20F: 3 clusters Score -247263.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 62272 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15831 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 96977 members 
Mstep: Class 30 contains 10350 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 3907 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10335 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 19248 members 
Mstep: Class 41 contains 1358 members 
Entering Unmasked Estep 
Score: -58939216.000000 Penalty: 135718.187500
Splitting cluster 1 changes total score from -58940388.000000 to -58939216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -250026.500000 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -250026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -246963.140625 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -246963.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -247636.515625 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -247636.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -247822.875000 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -247822.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247944.531250 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -247944.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -248033.312500 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -248033.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -248076.390625 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -248076.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -248118.437500 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -248118.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -248155.562500 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -248155.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248185.812500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -248185.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -248223.187500 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -248223.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -248260.953125 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -248261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -248288.578125 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -248288.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248316.437500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -248316.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248336.625000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -248336.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -248354.750000 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -248354.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -248372.109375 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -248372.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -248380.734375 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -248380.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -248389.281250 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -248389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -248394.093750 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -248394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -248397.250000 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -248397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -248398.359375 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -248398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -248403.156250 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -248403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -248407.375000 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -248407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -248416.140625 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -248416.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -248422.390625 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -248422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -248427.609375 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -248427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248435.515625 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -248435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -248448.890625 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -248448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -248460.531250 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -248460.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -248470.437500 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -248470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -248477.203125 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -248477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -248486.046875 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -248486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -248493.328125 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -248493.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248500.937500 Penalty: 3922.560059
	Iteration 33Q: 3 clusters Score -248500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -248507.343750 Penalty: 3922.560059
	Iteration 34Q: 3 clusters Score -248507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -248512.125000 Penalty: 3922.560059
	Iteration 35Q: 3 clusters Score -248512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -248514.250000 Penalty: 3922.560059
	Iteration 36Q: 3 clusters Score -248514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -248516.093750 Penalty: 3922.560059
	Iteration 37Q: 3 clusters Score -248516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -248519.109375 Penalty: 3922.560059
	Iteration 38Q: 3 clusters Score -248519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -248521.343750 Penalty: 3922.560059
	Iteration 39Q: 3 clusters Score -248521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -248524.640625 Penalty: 3922.560059
	Iteration 40F: 3 clusters Score -248524.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -248529.718750 Penalty: 3922.560059
	Iteration 41Q: 3 clusters Score -248529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -248531.734375 Penalty: 3922.560059
	Iteration 42Q: 3 clusters Score -248531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -248534.250000 Penalty: 3922.560059
	Iteration 43Q: 3 clusters Score -248534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -248536.640625 Penalty: 3922.560059
	Iteration 44Q: 3 clusters Score -248536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -248541.078125 Penalty: 3922.560059
	Iteration 45Q: 3 clusters Score -248541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -248548.890625 Penalty: 3922.560059
	Iteration 46Q: 3 clusters Score -248548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -248555.609375 Penalty: 3922.560059
	Iteration 47Q: 3 clusters Score -248555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -248561.125000 Penalty: 3922.560059
	Iteration 48Q: 3 clusters Score -248561.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -248570.046875 Penalty: 3922.560059
	Iteration 49Q: 3 clusters Score -248570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -248581.109375 Penalty: 3922.560059
	Iteration 50Q: 3 clusters Score -248581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -248593.781250 Penalty: 3922.560059
	Iteration 51Q: 3 clusters Score -248593.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -248607.390625 Penalty: 3922.560059
	Iteration 52Q: 3 clusters Score -248607.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -248619.531250 Penalty: 3922.560059
	Iteration 53Q: 3 clusters Score -248619.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248632.765625 Penalty: 3922.560059
	Iteration 54Q: 3 clusters Score -248632.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248646.140625 Penalty: 3922.560059
	Iteration 55Q: 3 clusters Score -248646.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -248660.734375 Penalty: 3922.560059
	Iteration 56Q: 3 clusters Score -248660.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -248678.765625 Penalty: 3922.560059
	Iteration 57Q: 3 clusters Score -248678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248696.343750 Penalty: 3922.560059
	Iteration 58Q: 3 clusters Score -248696.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -248710.890625 Penalty: 3922.560059
	Iteration 59Q: 3 clusters Score -248710.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248727.000000 Penalty: 3922.560059
	Iteration 60F: 3 clusters Score -248727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -248736.578125 Penalty: 3922.560059
	Iteration 61Q: 3 clusters Score -248736.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -248743.828125 Penalty: 3922.560059
	Iteration 62Q: 3 clusters Score -248743.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -248751.625000 Penalty: 3922.560059
	Iteration 63Q: 3 clusters Score -248751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -248757.312500 Penalty: 3922.560059
	Iteration 64Q: 3 clusters Score -248757.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -248761.640625 Penalty: 3922.560059
	Iteration 65Q: 3 clusters Score -248761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -248771.953125 Penalty: 3922.560059
	Iteration 66Q: 3 clusters Score -248772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -248778.531250 Penalty: 3922.560059
	Iteration 67Q: 3 clusters Score -248778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -248784.015625 Penalty: 3922.560059
	Iteration 68Q: 3 clusters Score -248784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -248792.109375 Penalty: 3922.560059
	Iteration 69Q: 3 clusters Score -248792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -248794.593750 Penalty: 3922.560059
	Iteration 70Q: 3 clusters Score -248794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -248797.718750 Penalty: 3922.560059
	Iteration 71Q: 3 clusters Score -248797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -248799.203125 Penalty: 3922.560059
	Iteration 72Q: 3 clusters Score -248799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -248799.203125 Penalty: 3922.560059
	Iteration 73F: 3 clusters Score -248799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Entering Unmasked Estep 
Score: -2428836.250000 Penalty: 2511.215820
	Iteration 0F: 2 clusters Score -2428836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2411689.500000 Penalty: 5022.431641
	Iteration 0F: 3 clusters Score -2411690 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2417806.000000 Penalty: 5022.431641
	Iteration 1F: 3 clusters Score -2417806 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2418448.000000 Penalty: 5022.431641
	Iteration 2F: 3 clusters Score -2418448 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2419114.500000 Penalty: 5022.431641
	Iteration 3F: 3 clusters Score -2419114 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2419831.750000 Penalty: 5022.431641
	Iteration 4F: 3 clusters Score -2419832 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2420654.750000 Penalty: 5022.431641
	Iteration 5F: 3 clusters Score -2420655 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2421496.000000 Penalty: 5022.431641
	Iteration 6F: 3 clusters Score -2421496 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2422222.250000 Penalty: 5022.431641
	Iteration 7F: 3 clusters Score -2422222 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2422835.000000 Penalty: 5022.431641
	Iteration 8Q: 3 clusters Score -2422835 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2423308.750000 Penalty: 5022.431641
	Iteration 9Q: 3 clusters Score -2423309 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2423646.500000 Penalty: 5022.431641
	Iteration 10Q: 3 clusters Score -2423646 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2423893.250000 Penalty: 5022.431641
	Iteration 11Q: 3 clusters Score -2423893 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2424052.000000 Penalty: 5022.431641
	Iteration 12Q: 3 clusters Score -2424052 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2424141.500000 Penalty: 5022.431641
	Iteration 13Q: 3 clusters Score -2424142 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2424235.500000 Penalty: 5022.431641
	Iteration 14Q: 3 clusters Score -2424236 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2424278.750000 Penalty: 5022.431641
	Iteration 15Q: 3 clusters Score -2424279 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2424338.250000 Penalty: 5022.431641
	Iteration 16Q: 3 clusters Score -2424338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2424376.250000 Penalty: 5022.431641
	Iteration 17Q: 3 clusters Score -2424376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2424443.500000 Penalty: 5022.431641
	Iteration 18Q: 3 clusters Score -2424444 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2424483.000000 Penalty: 5022.431641
	Iteration 19Q: 3 clusters Score -2424483 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2424551.000000 Penalty: 5022.431641
	Iteration 20F: 3 clusters Score -2424551 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2424594.500000 Penalty: 5022.431641
	Iteration 21Q: 3 clusters Score -2424594 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2424627.500000 Penalty: 5022.431641
	Iteration 22Q: 3 clusters Score -2424628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2424680.500000 Penalty: 5022.431641
	Iteration 23Q: 3 clusters Score -2424680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2424737.500000 Penalty: 5022.431641
	Iteration 24Q: 3 clusters Score -2424738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2424796.500000 Penalty: 5022.431641
	Iteration 25Q: 3 clusters Score -2424796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2424871.250000 Penalty: 5022.431641
	Iteration 26Q: 3 clusters Score -2424871 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2424941.000000 Penalty: 5022.431641
	Iteration 27Q: 3 clusters Score -2424941 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2425018.500000 Penalty: 5022.431641
	Iteration 28Q: 3 clusters Score -2425018 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2425097.000000 Penalty: 5022.431641
	Iteration 29Q: 3 clusters Score -2425097 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2425201.750000 Penalty: 5022.431641
	Iteration 30Q: 3 clusters Score -2425202 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2425297.750000 Penalty: 5022.431641
	Iteration 31Q: 3 clusters Score -2425298 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2425395.500000 Penalty: 5022.431641
	Iteration 32Q: 3 clusters Score -2425396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2425498.000000 Penalty: 5022.431641
	Iteration 33Q: 3 clusters Score -2425498 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2425601.000000 Penalty: 5022.431641
	Iteration 34Q: 3 clusters Score -2425601 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2425685.750000 Penalty: 5022.431641
	Iteration 35Q: 3 clusters Score -2425686 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2425753.250000 Penalty: 5022.431641
	Iteration 36Q: 3 clusters Score -2425753 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2425815.750000 Penalty: 5022.431641
	Iteration 37Q: 3 clusters Score -2425816 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2425868.750000 Penalty: 5022.431641
	Iteration 38Q: 3 clusters Score -2425869 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2425915.250000 Penalty: 5022.431641
	Iteration 39Q: 3 clusters Score -2425915 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2425959.500000 Penalty: 5022.431641
	Iteration 40F: 3 clusters Score -2425960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2425987.500000 Penalty: 5022.431641
	Iteration 41Q: 3 clusters Score -2425988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2426007.250000 Penalty: 5022.431641
	Iteration 42Q: 3 clusters Score -2426007 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2426026.500000 Penalty: 5022.431641
	Iteration 43Q: 3 clusters Score -2426026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2426038.000000 Penalty: 5022.431641
	Iteration 44Q: 3 clusters Score -2426038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2426053.750000 Penalty: 5022.431641
	Iteration 45Q: 3 clusters Score -2426054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2426069.250000 Penalty: 5022.431641
	Iteration 46Q: 3 clusters Score -2426069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2426065.500000 Penalty: 5022.431641
	Iteration 47Q: 3 clusters Score -2426066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2426065.750000 Penalty: 5022.431641
	Iteration 48Q: 3 clusters Score -2426066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2426081.750000 Penalty: 5022.431641
	Iteration 49Q: 3 clusters Score -2426082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2426086.750000 Penalty: 5022.431641
	Iteration 50Q: 3 clusters Score -2426087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2426087.750000 Penalty: 5022.431641
	Iteration 51Q: 3 clusters Score -2426088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2426100.500000 Penalty: 5022.431641
	Iteration 52Q: 3 clusters Score -2426100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2426108.000000 Penalty: 5022.431641
	Iteration 53Q: 3 clusters Score -2426108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2426106.000000 Penalty: 5022.431641
	Iteration 54Q: 3 clusters Score -2426106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2426108.250000 Penalty: 5022.431641
	Iteration 55Q: 3 clusters Score -2426108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2426115.250000 Penalty: 5022.431641
	Iteration 56Q: 3 clusters Score -2426115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2426117.500000 Penalty: 5022.431641
	Iteration 57Q: 3 clusters Score -2426118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2426117.750000 Penalty: 5022.431641
	Iteration 58Q: 3 clusters Score -2426118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2426121.250000 Penalty: 5022.431641
	Iteration 59Q: 3 clusters Score -2426121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2426123.750000 Penalty: 5022.431641
	Iteration 60F: 3 clusters Score -2426124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2426126.500000 Penalty: 5022.431641
	Iteration 61Q: 3 clusters Score -2426126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2426128.500000 Penalty: 5022.431641
	Iteration 62Q: 3 clusters Score -2426128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2426136.250000 Penalty: 5022.431641
	Iteration 63Q: 3 clusters Score -2426136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2426136.500000 Penalty: 5022.431641
	Iteration 64Q: 3 clusters Score -2426136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2426142.000000 Penalty: 5022.431641
	Iteration 65Q: 3 clusters Score -2426142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2426139.250000 Penalty: 5022.431641
	Iteration 66Q: 3 clusters Score -2426139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2426142.750000 Penalty: 5022.431641
	Iteration 67Q: 3 clusters Score -2426143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2426140.000000 Penalty: 5022.431641
	Iteration 68Q: 3 clusters Score -2426140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2426142.750000 Penalty: 5022.431641
	Iteration 69Q: 3 clusters Score -2426143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2426143.500000 Penalty: 5022.431641
	Iteration 70Q: 3 clusters Score -2426144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2426143.000000 Penalty: 5022.431641
	Iteration 71Q: 3 clusters Score -2426143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2426146.000000 Penalty: 5022.431641
	Iteration 72Q: 3 clusters Score -2426146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2426151.750000 Penalty: 5022.431641
	Iteration 73Q: 3 clusters Score -2426152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2426155.500000 Penalty: 5022.431641
	Iteration 74Q: 3 clusters Score -2426156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2426156.500000 Penalty: 5022.431641
	Iteration 75Q: 3 clusters Score -2426156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2426160.000000 Penalty: 5022.431641
	Iteration 76Q: 3 clusters Score -2426160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2426161.000000 Penalty: 5022.431641
	Iteration 77Q: 3 clusters Score -2426161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2426164.750000 Penalty: 5022.431641
	Iteration 78Q: 3 clusters Score -2426165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2426162.750000 Penalty: 5022.431641
	Iteration 79Q: 3 clusters Score -2426163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2426161.500000 Penalty: 5022.431641
	Iteration 80F: 3 clusters Score -2426162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2426166.750000 Penalty: 5022.431641
	Iteration 81Q: 3 clusters Score -2426167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2426174.000000 Penalty: 5022.431641
	Iteration 82Q: 3 clusters Score -2426174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2426178.000000 Penalty: 5022.431641
	Iteration 83Q: 3 clusters Score -2426178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2426175.250000 Penalty: 5022.431641
	Iteration 84Q: 3 clusters Score -2426175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2426176.250000 Penalty: 5022.431641
	Iteration 85Q: 3 clusters Score -2426176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2426174.250000 Penalty: 5022.431641
	Iteration 86Q: 3 clusters Score -2426174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2426176.000000 Penalty: 5022.431641
	Iteration 87Q: 3 clusters Score -2426176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2426178.500000 Penalty: 5022.431641
	Iteration 88Q: 3 clusters Score -2426178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2426181.000000 Penalty: 5022.431641
	Iteration 89Q: 3 clusters Score -2426181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2426181.500000 Penalty: 5022.431641
	Iteration 90Q: 3 clusters Score -2426182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2426184.250000 Penalty: 5022.431641
	Iteration 91Q: 3 clusters Score -2426184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2426186.750000 Penalty: 5022.431641
	Iteration 92Q: 3 clusters Score -2426187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2426180.750000 Penalty: 5022.431641
	Iteration 93Q: 3 clusters Score -2426181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2426182.250000 Penalty: 5022.431641
	Iteration 94Q: 3 clusters Score -2426182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2426184.000000 Penalty: 5022.431641
	Iteration 95Q: 3 clusters Score -2426184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2426183.750000 Penalty: 5022.431641
	Iteration 96Q: 3 clusters Score -2426184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2426186.000000 Penalty: 5022.431641
	Iteration 97Q: 3 clusters Score -2426186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2426183.500000 Penalty: 5022.431641
	Iteration 98Q: 3 clusters Score -2426184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2426186.250000 Penalty: 5022.431641
	Iteration 99Q: 3 clusters Score -2426186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2426184.250000 Penalty: 5022.431641
	Iteration 100F: 3 clusters Score -2426184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2426184.750000 Penalty: 5022.431641
	Iteration 101Q: 3 clusters Score -2426185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2426182.500000 Penalty: 5022.431641
	Iteration 102Q: 3 clusters Score -2426182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2426182.500000 Penalty: 5022.431641
	Iteration 103F: 3 clusters Score -2426182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -565546.687500 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -565546.7 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 3134 members 
Entering Unmasked Estep 
Score: -560236.562500 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -560236.6 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -561692.437500 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -561692.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -562112.062500 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -562112.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -562592.187500 Penalty: 4341.202148
	Iteration 3F: 3 clusters Score -562592.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -563173.687500 Penalty: 4341.202148
	Iteration 4F: 3 clusters Score -563173.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -563870.875000 Penalty: 4341.202148
	Iteration 5F: 3 clusters Score -563870.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -564412.625000 Penalty: 4341.202148
	Iteration 6F: 3 clusters Score -564412.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -564711.312500 Penalty: 4341.202148
	Iteration 7F: 3 clusters Score -564711.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -564904.937500 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -564904.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -565050.250000 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -565050.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -565137.875000 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -565137.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -565190.437500 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -565190.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -565218.937500 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -565218.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -565243.687500 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -565243.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -565271.312500 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -565271.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -565306.250000 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -565306.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -565334.875000 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -565334.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -565360.312500 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -565360.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -565371.812500 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -565371.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -565380.500000 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -565380.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -565390.000000 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -565390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -565401.750000 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -565401.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -565413.250000 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -565413.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -565425.250000 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -565425.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -565435.125000 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -565435.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -565447.375000 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -565447.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -565461.562500 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -565461.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -565473.000000 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -565473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -565481.062500 Penalty: 4341.202148
	Iteration 28Q: 3 clusters Score -565481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -565487.437500 Penalty: 4341.202148
	Iteration 29Q: 3 clusters Score -565487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -565494.562500 Penalty: 4341.202148
	Iteration 30Q: 3 clusters Score -565494.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -565503.437500 Penalty: 4341.202148
	Iteration 31Q: 3 clusters Score -565503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -565512.250000 Penalty: 4341.202148
	Iteration 32Q: 3 clusters Score -565512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -565526.875000 Penalty: 4341.202148
	Iteration 33Q: 3 clusters Score -565526.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -565547.312500 Penalty: 4341.202148
	Iteration 34Q: 3 clusters Score -565547.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -565572.937500 Penalty: 4341.202148
	Iteration 35Q: 3 clusters Score -565572.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -565587.687500 Penalty: 4341.202148
	Iteration 36Q: 3 clusters Score -565587.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -565598.125000 Penalty: 4341.202148
	Iteration 37Q: 3 clusters Score -565598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -565608.312500 Penalty: 4341.202148
	Iteration 38Q: 3 clusters Score -565608.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -565612.375000 Penalty: 4341.202148
	Iteration 39Q: 3 clusters Score -565612.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -565620.000000 Penalty: 4341.202148
	Iteration 40F: 3 clusters Score -565620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -565626.812500 Penalty: 4341.202148
	Iteration 41Q: 3 clusters Score -565626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -565632.875000 Penalty: 4341.202148
	Iteration 42Q: 3 clusters Score -565632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -565635.625000 Penalty: 4341.202148
	Iteration 43Q: 3 clusters Score -565635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -565639.125000 Penalty: 4341.202148
	Iteration 44Q: 3 clusters Score -565639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -565640.250000 Penalty: 4341.202148
	Iteration 45Q: 3 clusters Score -565640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -565644.812500 Penalty: 4341.202148
	Iteration 46Q: 3 clusters Score -565644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -565646.437500 Penalty: 4341.202148
	Iteration 47Q: 3 clusters Score -565646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -565648.812500 Penalty: 4341.202148
	Iteration 48Q: 3 clusters Score -565648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -565650.125000 Penalty: 4341.202148
	Iteration 49Q: 3 clusters Score -565650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -565651.625000 Penalty: 4341.202148
	Iteration 50Q: 3 clusters Score -565651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -565652.000000 Penalty: 4341.202148
	Iteration 51Q: 3 clusters Score -565652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -565654.125000 Penalty: 4341.202148
	Iteration 52Q: 3 clusters Score -565654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -565654.562500 Penalty: 4341.202148
	Iteration 53Q: 3 clusters Score -565654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -565653.812500 Penalty: 4341.202148
	Iteration 54Q: 3 clusters Score -565653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -565654.625000 Penalty: 4341.202148
	Iteration 55Q: 3 clusters Score -565654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -565655.000000 Penalty: 4341.202148
	Iteration 56Q: 3 clusters Score -565655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -565655.000000 Penalty: 4341.202148
	Iteration 57F: 3 clusters Score -565655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 1782 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 62272 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15831 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 96977 members 
Mstep: Class 30 contains 10350 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 3907 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10335 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 19248 members 
Mstep: Class 41 contains 4544 members 
Entering Unmasked Estep 
Score: -58939608.000000 Penalty: 135718.187500
Splitting cluster 4 changes total score from -58940388.000000 to -58939608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -420513.031250 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -420513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -416124.406250 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -416124.4 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -417269.718750 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -417269.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -417612.062500 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -417612.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -417848.937500 Penalty: 4203.246094
	Iteration 3F: 3 clusters Score -417848.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -418052.156250 Penalty: 4203.246094
	Iteration 4F: 3 clusters Score -418052.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -418250.812500 Penalty: 4203.246094
	Iteration 5F: 3 clusters Score -418250.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -418434.812500 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -418434.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -418578.687500 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -418578.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -418719.937500 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -418719.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -418870.937500 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -418870.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -418967.406250 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -418967.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419067.531250 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -419067.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -419150.781250 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -419150.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -419207.937500 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -419207.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -419269.125000 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -419269.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -419303.281250 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -419303.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -419331.593750 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -419331.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -419355.687500 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -419355.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -419376.281250 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -419376.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -419391.937500 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -419391.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -419400.156250 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -419400.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -419406.125000 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -419406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -419409.375000 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -419409.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -419415.500000 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -419415.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -419422.500000 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -419422.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -419429.781250 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -419429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -419434.281250 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -419434.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -419437.593750 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -419437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -419439.093750 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -419439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -419440.687500 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -419440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -419441.562500 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -419441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -419441.125000 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -419441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -419442.625000 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -419442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -419442.968750 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -419443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419443.312500 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -419443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -419445.093750 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -419445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419445.468750 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -419445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -419446.375000 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -419446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -419446.562500 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -419446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -419446.500000 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -419446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -419447.656250 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -419447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -419447.968750 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -419448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -419448.812500 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -419448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -419452.000000 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -419452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -419452.937500 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -419452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -419453.437500 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -419453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -419455.125000 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -419455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -419455.375000 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -419455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -419456.156250 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -419456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -419456.437500 Penalty: 4203.246094
	Iteration 49Q: 3 clusters Score -419456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -419457.250000 Penalty: 4203.246094
	Iteration 50Q: 3 clusters Score -419457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -419456.656250 Penalty: 4203.246094
	Iteration 51Q: 3 clusters Score -419456.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -419456.656250 Penalty: 4203.246094
	Iteration 52F: 3 clusters Score -419456.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Entering Unmasked Estep 
Score: -2986992.500000 Penalty: 2555.676025
	Iteration 0F: 2 clusters Score -2986992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2966751.000000 Penalty: 5111.352051
	Iteration 0F: 3 clusters Score -2966751 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2973953.000000 Penalty: 5111.352051
	Iteration 1F: 3 clusters Score -2973953 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2974499.500000 Penalty: 5111.352051
	Iteration 2Q: 3 clusters Score -2974500 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2975105.500000 Penalty: 5111.352051
	Iteration 3Q: 3 clusters Score -2975106 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2975811.250000 Penalty: 5111.352051
	Iteration 4Q: 3 clusters Score -2975811 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2976663.500000 Penalty: 5111.352051
	Iteration 5F: 3 clusters Score -2976664 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2977767.250000 Penalty: 5111.352051
	Iteration 6F: 3 clusters Score -2977767 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2979164.000000 Penalty: 5111.352051
	Iteration 7F: 3 clusters Score -2979164 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2980605.500000 Penalty: 5111.352051
	Iteration 8F: 3 clusters Score -2980606 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2981851.500000 Penalty: 5111.352051
	Iteration 9F: 3 clusters Score -2981852 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2982718.500000 Penalty: 5111.352051
	Iteration 10Q: 3 clusters Score -2982718 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2983229.000000 Penalty: 5111.352051
	Iteration 11Q: 3 clusters Score -2983229 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2983554.750000 Penalty: 5111.352051
	Iteration 12Q: 3 clusters Score -2983555 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2983768.250000 Penalty: 5111.352051
	Iteration 13Q: 3 clusters Score -2983768 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2983911.500000 Penalty: 5111.352051
	Iteration 14Q: 3 clusters Score -2983912 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2984021.500000 Penalty: 5111.352051
	Iteration 15Q: 3 clusters Score -2984022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2984109.500000 Penalty: 5111.352051
	Iteration 16Q: 3 clusters Score -2984110 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2984180.000000 Penalty: 5111.352051
	Iteration 17Q: 3 clusters Score -2984180 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -2984249.750000 Penalty: 5111.352051
	Iteration 18Q: 3 clusters Score -2984250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2984302.250000 Penalty: 5111.352051
	Iteration 19Q: 3 clusters Score -2984302 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2984345.000000 Penalty: 5111.352051
	Iteration 20F: 3 clusters Score -2984345 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2984387.500000 Penalty: 5111.352051
	Iteration 21Q: 3 clusters Score -2984388 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2984429.500000 Penalty: 5111.352051
	Iteration 22Q: 3 clusters Score -2984430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2984477.000000 Penalty: 5111.352051
	Iteration 23Q: 3 clusters Score -2984477 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -2984489.250000 Penalty: 5111.352051
	Iteration 24Q: 3 clusters Score -2984489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2984505.250000 Penalty: 5111.352051
	Iteration 25Q: 3 clusters Score -2984505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2984519.750000 Penalty: 5111.352051
	Iteration 26Q: 3 clusters Score -2984520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2984547.250000 Penalty: 5111.352051
	Iteration 27Q: 3 clusters Score -2984547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -2984570.750000 Penalty: 5111.352051
	Iteration 28Q: 3 clusters Score -2984571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -2984586.000000 Penalty: 5111.352051
	Iteration 29Q: 3 clusters Score -2984586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -2984609.750000 Penalty: 5111.352051
	Iteration 30Q: 3 clusters Score -2984610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -2984638.750000 Penalty: 5111.352051
	Iteration 31Q: 3 clusters Score -2984639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2984656.500000 Penalty: 5111.352051
	Iteration 32Q: 3 clusters Score -2984656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -2984678.250000 Penalty: 5111.352051
	Iteration 33Q: 3 clusters Score -2984678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -2984690.250000 Penalty: 5111.352051
	Iteration 34Q: 3 clusters Score -2984690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2984710.000000 Penalty: 5111.352051
	Iteration 35Q: 3 clusters Score -2984710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -2984714.750000 Penalty: 5111.352051
	Iteration 36Q: 3 clusters Score -2984715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -2984709.500000 Penalty: 5111.352051
	Iteration 37Q: 3 clusters Score -2984710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -2984719.750000 Penalty: 5111.352051
	Iteration 38Q: 3 clusters Score -2984720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2984733.500000 Penalty: 5111.352051
	Iteration 39Q: 3 clusters Score -2984734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -2984746.750000 Penalty: 5111.352051
	Iteration 40F: 3 clusters Score -2984747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2984764.500000 Penalty: 5111.352051
	Iteration 41Q: 3 clusters Score -2984764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2984773.750000 Penalty: 5111.352051
	Iteration 42Q: 3 clusters Score -2984774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2984790.000000 Penalty: 5111.352051
	Iteration 43Q: 3 clusters Score -2984790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -2984806.750000 Penalty: 5111.352051
	Iteration 44Q: 3 clusters Score -2984807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -2984810.000000 Penalty: 5111.352051
	Iteration 45Q: 3 clusters Score -2984810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2984820.000000 Penalty: 5111.352051
	Iteration 46Q: 3 clusters Score -2984820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2984832.750000 Penalty: 5111.352051
	Iteration 47Q: 3 clusters Score -2984833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2984844.500000 Penalty: 5111.352051
	Iteration 48Q: 3 clusters Score -2984844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2984847.750000 Penalty: 5111.352051
	Iteration 49Q: 3 clusters Score -2984848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2984853.250000 Penalty: 5111.352051
	Iteration 50Q: 3 clusters Score -2984853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -2984857.750000 Penalty: 5111.352051
	Iteration 51Q: 3 clusters Score -2984858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -2984862.000000 Penalty: 5111.352051
	Iteration 52Q: 3 clusters Score -2984862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -2984861.250000 Penalty: 5111.352051
	Iteration 53Q: 3 clusters Score -2984861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2984865.000000 Penalty: 5111.352051
	Iteration 54Q: 3 clusters Score -2984865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -2984862.500000 Penalty: 5111.352051
	Iteration 55Q: 3 clusters Score -2984862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -2984868.500000 Penalty: 5111.352051
	Iteration 56Q: 3 clusters Score -2984868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2984870.750000 Penalty: 5111.352051
	Iteration 57Q: 3 clusters Score -2984871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2984874.250000 Penalty: 5111.352051
	Iteration 58Q: 3 clusters Score -2984874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2984874.250000 Penalty: 5111.352051
	Iteration 59F: 3 clusters Score -2984874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Entering Unmasked Estep 
Score: -4392513.000000 Penalty: 2657.043213
	Iteration 0F: 2 clusters Score -4392513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -4362202.500000 Penalty: 5314.086426
	Iteration 0F: 3 clusters Score -4362202 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4373716.500000 Penalty: 5314.086426
	Iteration 1F: 3 clusters Score -4373716 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4374562.500000 Penalty: 5314.086426
	Iteration 2Q: 3 clusters Score -4374562 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4375711.000000 Penalty: 5314.086426
	Iteration 3F: 3 clusters Score -4375711 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4377550.500000 Penalty: 5314.086426
	Iteration 4F: 3 clusters Score -4377550 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4380100.000000 Penalty: 5314.086426
	Iteration 5F: 3 clusters Score -4380100 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4383111.500000 Penalty: 5314.086426
	Iteration 6F: 3 clusters Score -4383112 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4385801.000000 Penalty: 5314.086426
	Iteration 7F: 3 clusters Score -4385801 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4387661.500000 Penalty: 5314.086426
	Iteration 8F: 3 clusters Score -4387662 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4388791.500000 Penalty: 5314.086426
	Iteration 9Q: 3 clusters Score -4388792 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4389512.500000 Penalty: 5314.086426
	Iteration 10Q: 3 clusters Score -4389512 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4389940.000000 Penalty: 5314.086426
	Iteration 11Q: 3 clusters Score -4389940 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4390291.500000 Penalty: 5314.086426
	Iteration 12Q: 3 clusters Score -4390292 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4390617.500000 Penalty: 5314.086426
	Iteration 13Q: 3 clusters Score -4390618 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4390959.000000 Penalty: 5314.086426
	Iteration 14Q: 3 clusters Score -4390959 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4391265.000000 Penalty: 5314.086426
	Iteration 15Q: 3 clusters Score -4391265 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4391511.000000 Penalty: 5314.086426
	Iteration 16Q: 3 clusters Score -4391511 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4391680.500000 Penalty: 5314.086426
	Iteration 17Q: 3 clusters Score -4391680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4391837.000000 Penalty: 5314.086426
	Iteration 18Q: 3 clusters Score -4391837 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4391967.500000 Penalty: 5314.086426
	Iteration 19Q: 3 clusters Score -4391968 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4392069.500000 Penalty: 5314.086426
	Iteration 20F: 3 clusters Score -4392070 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4392147.500000 Penalty: 5314.086426
	Iteration 21Q: 3 clusters Score -4392148 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4392203.000000 Penalty: 5314.086426
	Iteration 22Q: 3 clusters Score -4392203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -4392257.000000 Penalty: 5314.086426
	Iteration 23Q: 3 clusters Score -4392257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4392271.500000 Penalty: 5314.086426
	Iteration 24Q: 3 clusters Score -4392272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4392315.000000 Penalty: 5314.086426
	Iteration 25Q: 3 clusters Score -4392315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4392330.000000 Penalty: 5314.086426
	Iteration 26Q: 3 clusters Score -4392330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4392344.500000 Penalty: 5314.086426
	Iteration 27Q: 3 clusters Score -4392344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4392355.500000 Penalty: 5314.086426
	Iteration 28Q: 3 clusters Score -4392356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4392360.500000 Penalty: 5314.086426
	Iteration 29Q: 3 clusters Score -4392360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4392380.000000 Penalty: 5314.086426
	Iteration 30Q: 3 clusters Score -4392380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4392379.000000 Penalty: 5314.086426
	Iteration 31Q: 3 clusters Score -4392379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4392396.000000 Penalty: 5314.086426
	Iteration 32Q: 3 clusters Score -4392396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4392405.000000 Penalty: 5314.086426
	Iteration 33Q: 3 clusters Score -4392405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4392407.500000 Penalty: 5314.086426
	Iteration 34Q: 3 clusters Score -4392408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4392406.000000 Penalty: 5314.086426
	Iteration 35Q: 3 clusters Score -4392406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4392422.000000 Penalty: 5314.086426
	Iteration 36Q: 3 clusters Score -4392422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4392418.500000 Penalty: 5314.086426
	Iteration 37Q: 3 clusters Score -4392418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4392436.500000 Penalty: 5314.086426
	Iteration 38Q: 3 clusters Score -4392436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4392437.500000 Penalty: 5314.086426
	Iteration 39Q: 3 clusters Score -4392438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4392440.500000 Penalty: 5314.086426
	Iteration 40F: 3 clusters Score -4392440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4392466.000000 Penalty: 5314.086426
	Iteration 41Q: 3 clusters Score -4392466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4392471.000000 Penalty: 5314.086426
	Iteration 42Q: 3 clusters Score -4392471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -4392474.000000 Penalty: 5314.086426
	Iteration 43Q: 3 clusters Score -4392474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4392483.000000 Penalty: 5314.086426
	Iteration 44Q: 3 clusters Score -4392483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4392492.500000 Penalty: 5314.086426
	Iteration 45Q: 3 clusters Score -4392492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4392492.000000 Penalty: 5314.086426
	Iteration 46Q: 3 clusters Score -4392492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4392490.500000 Penalty: 5314.086426
	Iteration 47Q: 3 clusters Score -4392490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4392499.000000 Penalty: 5314.086426
	Iteration 48Q: 3 clusters Score -4392499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4392502.500000 Penalty: 5314.086426
	Iteration 49Q: 3 clusters Score -4392502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4392503.000000 Penalty: 5314.086426
	Iteration 50Q: 3 clusters Score -4392503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4392505.500000 Penalty: 5314.086426
	Iteration 51Q: 3 clusters Score -4392506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4392513.000000 Penalty: 5314.086426
	Iteration 52Q: 3 clusters Score -4392513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4392515.500000 Penalty: 5314.086426
	Iteration 53Q: 3 clusters Score -4392516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4392507.000000 Penalty: 5314.086426
	Iteration 54Q: 3 clusters Score -4392507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4392507.500000 Penalty: 5314.086426
	Iteration 55Q: 3 clusters Score -4392508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4392500.500000 Penalty: 5314.086426
	Iteration 56Q: 3 clusters Score -4392500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4392502.000000 Penalty: 5314.086426
	Iteration 57Q: 3 clusters Score -4392502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4392491.000000 Penalty: 5314.086426
	Iteration 58Q: 3 clusters Score -4392491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4392490.000000 Penalty: 5314.086426
	Iteration 59Q: 3 clusters Score -4392490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4392493.000000 Penalty: 5314.086426
	Iteration 60F: 3 clusters Score -4392493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4392492.000000 Penalty: 5314.086426
	Iteration 61Q: 3 clusters Score -4392492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4392495.500000 Penalty: 5314.086426
	Iteration 62Q: 3 clusters Score -4392496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4392501.500000 Penalty: 5314.086426
	Iteration 63Q: 3 clusters Score -4392502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4392504.500000 Penalty: 5314.086426
	Iteration 64Q: 3 clusters Score -4392504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4392507.000000 Penalty: 5314.086426
	Iteration 65Q: 3 clusters Score -4392507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4392511.000000 Penalty: 5314.086426
	Iteration 66Q: 3 clusters Score -4392511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4392512.000000 Penalty: 5314.086426
	Iteration 67Q: 3 clusters Score -4392512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4392514.500000 Penalty: 5314.086426
	Iteration 68Q: 3 clusters Score -4392514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4392510.000000 Penalty: 5314.086426
	Iteration 69Q: 3 clusters Score -4392510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4392510.000000 Penalty: 5314.086426
	Iteration 70F: 3 clusters Score -4392510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -292760.500000 Penalty: 1984.003540
	Iteration 0F: 2 clusters Score -292760.5 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 1461 members 
Entering Unmasked Estep 
Score: -289550.062500 Penalty: 3968.007080
	Iteration 0F: 3 clusters Score -289550.1 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -290242.406250 Penalty: 3968.007080
	Iteration 1F: 3 clusters Score -290242.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -290438.687500 Penalty: 3968.007080
	Iteration 2F: 3 clusters Score -290438.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -290584.281250 Penalty: 3968.007080
	Iteration 3F: 3 clusters Score -290584.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -290710.625000 Penalty: 3968.007080
	Iteration 4Q: 3 clusters Score -290710.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -290871.281250 Penalty: 3968.007080
	Iteration 5Q: 3 clusters Score -290871.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -291058.468750 Penalty: 3968.007080
	Iteration 6F: 3 clusters Score -291058.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -291308.531250 Penalty: 3968.007080
	Iteration 7F: 3 clusters Score -291308.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -291560.218750 Penalty: 3968.007080
	Iteration 8F: 3 clusters Score -291560.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -291745.500000 Penalty: 3968.007080
	Iteration 9Q: 3 clusters Score -291745.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -291854.187500 Penalty: 3968.007080
	Iteration 10Q: 3 clusters Score -291854.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -291923.406250 Penalty: 3968.007080
	Iteration 11Q: 3 clusters Score -291923.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -291971.000000 Penalty: 3968.007080
	Iteration 12Q: 3 clusters Score -291971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -292011.125000 Penalty: 3968.007080
	Iteration 13Q: 3 clusters Score -292011.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -292043.875000 Penalty: 3968.007080
	Iteration 14Q: 3 clusters Score -292043.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -292059.843750 Penalty: 3968.007080
	Iteration 15Q: 3 clusters Score -292059.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -292077.062500 Penalty: 3968.007080
	Iteration 16Q: 3 clusters Score -292077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -292082.531250 Penalty: 3968.007080
	Iteration 17Q: 3 clusters Score -292082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292082.812500 Penalty: 3968.007080
	Iteration 18Q: 3 clusters Score -292082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292082.812500 Penalty: 3968.007080
	Iteration 19F: 3 clusters Score -292082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -515211.937500 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -515211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -510304.531250 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -510304.5 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -511725.031250 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -511725 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -512180.843750 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -512180.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -512633.031250 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -512633 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -512963.468750 Penalty: 4284.708496
	Iteration 4F: 3 clusters Score -512963.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -513228.843750 Penalty: 4284.708496
	Iteration 5F: 3 clusters Score -513228.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -513439.625000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -513439.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -513647.437500 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -513647.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -513842.062500 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -513842.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -514012.312500 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -514012.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -514127.562500 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -514127.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -514217.031250 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -514217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -514285.687500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -514285.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -514337.687500 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -514337.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -514403.562500 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -514403.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -514467.906250 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -514467.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -514518.937500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -514518.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -514555.562500 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -514555.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -514578.593750 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -514578.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -514599.125000 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -514599.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -514614.812500 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -514614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -514621.812500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -514621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -514624.718750 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -514624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -514628.781250 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -514628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -514630.718750 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -514630.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -514634.000000 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -514634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -514634.593750 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -514634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -514634.937500 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -514634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -514636.218750 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -514636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -514636.218750 Penalty: 4284.708496
	Iteration 29F: 3 clusters Score -514636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -518524.750000 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -518524.8 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 2941 members 
Entering Unmasked Estep 
Score: -513549.750000 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -513549.8 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -514880.781250 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -514880.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -515240.937500 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -515240.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -515611.156250 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -515611.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -516044.843750 Penalty: 4296.259277
	Iteration 4F: 3 clusters Score -516044.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -516482.000000 Penalty: 4296.259277
	Iteration 5F: 3 clusters Score -516482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -516862.968750 Penalty: 4296.259277
	Iteration 6F: 3 clusters Score -516863 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -517230.812500 Penalty: 4296.259277
	Iteration 7F: 3 clusters Score -517230.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -517478.093750 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -517478.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -517627.968750 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -517628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -517725.562500 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -517725.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -517814.156250 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -517814.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -517884.593750 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -517884.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -517937.093750 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -517937.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -517980.843750 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -517980.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -518015.375000 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -518015.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -518037.875000 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -518037.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -518053.750000 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -518053.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -518067.062500 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -518067.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -518077.187500 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -518077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -518088.156250 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -518088.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -518094.062500 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -518094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -518096.531250 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -518096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -518098.156250 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -518098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -518099.875000 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -518099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -518103.406250 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -518103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -518104.156250 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -518104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -518106.218750 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -518106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -518107.531250 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -518107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -518107.906250 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -518107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -518107.781250 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -518107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -518107.375000 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -518107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -518109.281250 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -518109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -518110.437500 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -518110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -518109.843750 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -518109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -518109.843750 Penalty: 4296.259277
	Iteration 35F: 3 clusters Score -518109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -651178.000000 Penalty: 2184.178955
	Iteration 0F: 2 clusters Score -651178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -645585.875000 Penalty: 4368.357910
	Iteration 0F: 3 clusters Score -645585.9 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -647012.250000 Penalty: 4368.357910
	Iteration 1F: 3 clusters Score -647012.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -647265.625000 Penalty: 4368.357910
	Iteration 2F: 3 clusters Score -647265.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -647465.062500 Penalty: 4368.357910
	Iteration 3Q: 3 clusters Score -647465.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -647606.437500 Penalty: 4368.357910
	Iteration 4Q: 3 clusters Score -647606.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -647719.375000 Penalty: 4368.357910
	Iteration 5Q: 3 clusters Score -647719.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -647817.687500 Penalty: 4368.357910
	Iteration 6Q: 3 clusters Score -647817.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -647894.625000 Penalty: 4368.357910
	Iteration 7Q: 3 clusters Score -647894.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -647965.187500 Penalty: 4368.357910
	Iteration 8Q: 3 clusters Score -647965.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -648031.187500 Penalty: 4368.357910
	Iteration 9Q: 3 clusters Score -648031.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -648092.812500 Penalty: 4368.357910
	Iteration 10Q: 3 clusters Score -648092.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -648147.312500 Penalty: 4368.357910
	Iteration 11Q: 3 clusters Score -648147.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -648204.562500 Penalty: 4368.357910
	Iteration 12Q: 3 clusters Score -648204.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -648261.500000 Penalty: 4368.357910
	Iteration 13Q: 3 clusters Score -648261.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -648323.625000 Penalty: 4368.357910
	Iteration 14Q: 3 clusters Score -648323.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -648392.437500 Penalty: 4368.357910
	Iteration 15Q: 3 clusters Score -648392.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -648471.562500 Penalty: 4368.357910
	Iteration 16Q: 3 clusters Score -648471.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -648567.250000 Penalty: 4368.357910
	Iteration 17Q: 3 clusters Score -648567.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -648654.562500 Penalty: 4368.357910
	Iteration 18Q: 3 clusters Score -648654.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -648741.937500 Penalty: 4368.357910
	Iteration 19Q: 3 clusters Score -648741.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -648821.875000 Penalty: 4368.357910
	Iteration 20F: 3 clusters Score -648821.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -648893.937500 Penalty: 4368.357910
	Iteration 21Q: 3 clusters Score -648893.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -648965.625000 Penalty: 4368.357910
	Iteration 22Q: 3 clusters Score -648965.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -649034.312500 Penalty: 4368.357910
	Iteration 23Q: 3 clusters Score -649034.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -649094.250000 Penalty: 4368.357910
	Iteration 24Q: 3 clusters Score -649094.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -649147.875000 Penalty: 4368.357910
	Iteration 25Q: 3 clusters Score -649147.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -649181.062500 Penalty: 4368.357910
	Iteration 26Q: 3 clusters Score -649181.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -649203.687500 Penalty: 4368.357910
	Iteration 27Q: 3 clusters Score -649203.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -649222.187500 Penalty: 4368.357910
	Iteration 28Q: 3 clusters Score -649222.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -649240.625000 Penalty: 4368.357910
	Iteration 29Q: 3 clusters Score -649240.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -649261.312500 Penalty: 4368.357910
	Iteration 30Q: 3 clusters Score -649261.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -649275.375000 Penalty: 4368.357910
	Iteration 31Q: 3 clusters Score -649275.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -649288.062500 Penalty: 4368.357910
	Iteration 32Q: 3 clusters Score -649288.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -649298.750000 Penalty: 4368.357910
	Iteration 33Q: 3 clusters Score -649298.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -649304.437500 Penalty: 4368.357910
	Iteration 34Q: 3 clusters Score -649304.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -649307.812500 Penalty: 4368.357910
	Iteration 35Q: 3 clusters Score -649307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -649312.625000 Penalty: 4368.357910
	Iteration 36Q: 3 clusters Score -649312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -649319.562500 Penalty: 4368.357910
	Iteration 37Q: 3 clusters Score -649319.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -649323.250000 Penalty: 4368.357910
	Iteration 38Q: 3 clusters Score -649323.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -649324.625000 Penalty: 4368.357910
	Iteration 39Q: 3 clusters Score -649324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -649327.000000 Penalty: 4368.357910
	Iteration 40F: 3 clusters Score -649327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -649326.937500 Penalty: 4368.357910
	Iteration 41Q: 3 clusters Score -649326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -649327.875000 Penalty: 4368.357910
	Iteration 42Q: 3 clusters Score -649327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -649328.187500 Penalty: 4368.357910
	Iteration 43Q: 3 clusters Score -649328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -649328.937500 Penalty: 4368.357910
	Iteration 44Q: 3 clusters Score -649328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -649329.812500 Penalty: 4368.357910
	Iteration 45Q: 3 clusters Score -649329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -649330.062500 Penalty: 4368.357910
	Iteration 46Q: 3 clusters Score -649330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -649331.750000 Penalty: 4368.357910
	Iteration 47Q: 3 clusters Score -649331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -649331.562500 Penalty: 4368.357910
	Iteration 48Q: 3 clusters Score -649331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -649331.562500 Penalty: 4368.357910
	Iteration 49F: 3 clusters Score -649331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Entering Unmasked Estep 
Score: -6259273.500000 Penalty: 2737.738281
	Iteration 0F: 2 clusters Score -6259274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -6217580.000000 Penalty: 5475.476562
	Iteration 0F: 3 clusters Score -6217580 nChanged 29083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -6233859.000000 Penalty: 5475.476562
	Iteration 1F: 3 clusters Score -6233859 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -6234722.000000 Penalty: 5475.476562
	Iteration 2Q: 3 clusters Score -6234722 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6235894.500000 Penalty: 5475.476562
	Iteration 3Q: 3 clusters Score -6235894 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -6237615.500000 Penalty: 5475.476562
	Iteration 4F: 3 clusters Score -6237616 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -6240091.000000 Penalty: 5475.476562
	Iteration 5F: 3 clusters Score -6240091 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -6242982.000000 Penalty: 5475.476562
	Iteration 6F: 3 clusters Score -6242982 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -6245931.000000 Penalty: 5475.476562
	Iteration 7F: 3 clusters Score -6245931 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -6247985.500000 Penalty: 5475.476562
	Iteration 8F: 3 clusters Score -6247986 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -6249279.500000 Penalty: 5475.476562
	Iteration 9Q: 3 clusters Score -6249280 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -6250058.500000 Penalty: 5475.476562
	Iteration 10Q: 3 clusters Score -6250058 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6250577.500000 Penalty: 5475.476562
	Iteration 11Q: 3 clusters Score -6250578 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -6250948.500000 Penalty: 5475.476562
	Iteration 12Q: 3 clusters Score -6250948 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -6251321.000000 Penalty: 5475.476562
	Iteration 13Q: 3 clusters Score -6251321 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6251641.000000 Penalty: 5475.476562
	Iteration 14Q: 3 clusters Score -6251641 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6251974.500000 Penalty: 5475.476562
	Iteration 15Q: 3 clusters Score -6251974 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6252204.000000 Penalty: 5475.476562
	Iteration 16Q: 3 clusters Score -6252204 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -6252437.500000 Penalty: 5475.476562
	Iteration 17Q: 3 clusters Score -6252438 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6252665.500000 Penalty: 5475.476562
	Iteration 18Q: 3 clusters Score -6252666 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6252918.500000 Penalty: 5475.476562
	Iteration 19Q: 3 clusters Score -6252918 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -6253069.500000 Penalty: 5475.476562
	Iteration 20F: 3 clusters Score -6253070 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -6253254.000000 Penalty: 5475.476562
	Iteration 21Q: 3 clusters Score -6253254 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -6253375.000000 Penalty: 5475.476562
	Iteration 22Q: 3 clusters Score -6253375 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6253480.000000 Penalty: 5475.476562
	Iteration 23Q: 3 clusters Score -6253480 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -6253572.000000 Penalty: 5475.476562
	Iteration 24Q: 3 clusters Score -6253572 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -6253696.000000 Penalty: 5475.476562
	Iteration 25Q: 3 clusters Score -6253696 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -6253777.000000 Penalty: 5475.476562
	Iteration 26Q: 3 clusters Score -6253777 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -6253824.000000 Penalty: 5475.476562
	Iteration 27Q: 3 clusters Score -6253824 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -6253893.500000 Penalty: 5475.476562
	Iteration 28Q: 3 clusters Score -6253894 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -6253935.500000 Penalty: 5475.476562
	Iteration 29Q: 3 clusters Score -6253936 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -6254002.500000 Penalty: 5475.476562
	Iteration 30Q: 3 clusters Score -6254002 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -6254072.000000 Penalty: 5475.476562
	Iteration 31Q: 3 clusters Score -6254072 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -6254153.000000 Penalty: 5475.476562
	Iteration 32Q: 3 clusters Score -6254153 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -6254240.500000 Penalty: 5475.476562
	Iteration 33Q: 3 clusters Score -6254240 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -6254317.000000 Penalty: 5475.476562
	Iteration 34Q: 3 clusters Score -6254317 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -6254418.500000 Penalty: 5475.476562
	Iteration 35Q: 3 clusters Score -6254418 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -6254489.000000 Penalty: 5475.476562
	Iteration 36Q: 3 clusters Score -6254489 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -6254613.000000 Penalty: 5475.476562
	Iteration 37Q: 3 clusters Score -6254613 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -6254723.000000 Penalty: 5475.476562
	Iteration 38Q: 3 clusters Score -6254723 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6254793.000000 Penalty: 5475.476562
	Iteration 39Q: 3 clusters Score -6254793 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -6254904.500000 Penalty: 5475.476562
	Iteration 40F: 3 clusters Score -6254904 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -6255024.500000 Penalty: 5475.476562
	Iteration 41Q: 3 clusters Score -6255024 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -6255132.500000 Penalty: 5475.476562
	Iteration 42Q: 3 clusters Score -6255132 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -6255350.500000 Penalty: 5475.476562
	Iteration 43Q: 3 clusters Score -6255350 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -6255534.500000 Penalty: 5475.476562
	Iteration 44Q: 3 clusters Score -6255534 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -6255744.000000 Penalty: 5475.476562
	Iteration 45Q: 3 clusters Score -6255744 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -6255923.000000 Penalty: 5475.476562
	Iteration 46Q: 3 clusters Score -6255923 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -6256115.000000 Penalty: 5475.476562
	Iteration 47Q: 3 clusters Score -6256115 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -6256353.500000 Penalty: 5475.476562
	Iteration 48Q: 3 clusters Score -6256354 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -6256576.000000 Penalty: 5475.476562
	Iteration 49Q: 3 clusters Score -6256576 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -6256749.500000 Penalty: 5475.476562
	Iteration 50Q: 3 clusters Score -6256750 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -6256947.000000 Penalty: 5475.476562
	Iteration 51Q: 3 clusters Score -6256947 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -6257147.000000 Penalty: 5475.476562
	Iteration 52Q: 3 clusters Score -6257147 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6257278.000000 Penalty: 5475.476562
	Iteration 53Q: 3 clusters Score -6257278 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -6257445.500000 Penalty: 5475.476562
	Iteration 54Q: 3 clusters Score -6257446 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6257549.000000 Penalty: 5475.476562
	Iteration 55Q: 3 clusters Score -6257549 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -6257666.500000 Penalty: 5475.476562
	Iteration 56Q: 3 clusters Score -6257666 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -6257753.500000 Penalty: 5475.476562
	Iteration 57Q: 3 clusters Score -6257754 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -6257839.500000 Penalty: 5475.476562
	Iteration 58Q: 3 clusters Score -6257840 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -6257918.000000 Penalty: 5475.476562
	Iteration 59Q: 3 clusters Score -6257918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6257965.000000 Penalty: 5475.476562
	Iteration 60F: 3 clusters Score -6257965 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -6258005.500000 Penalty: 5475.476562
	Iteration 61Q: 3 clusters Score -6258006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6258055.500000 Penalty: 5475.476562
	Iteration 62Q: 3 clusters Score -6258056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6258090.500000 Penalty: 5475.476562
	Iteration 63Q: 3 clusters Score -6258090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6258106.000000 Penalty: 5475.476562
	Iteration 64Q: 3 clusters Score -6258106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6258129.000000 Penalty: 5475.476562
	Iteration 65Q: 3 clusters Score -6258129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6258145.500000 Penalty: 5475.476562
	Iteration 66Q: 3 clusters Score -6258146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6258172.500000 Penalty: 5475.476562
	Iteration 67Q: 3 clusters Score -6258172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -6258191.000000 Penalty: 5475.476562
	Iteration 68Q: 3 clusters Score -6258191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6258182.000000 Penalty: 5475.476562
	Iteration 69Q: 3 clusters Score -6258182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6258186.000000 Penalty: 5475.476562
	Iteration 70Q: 3 clusters Score -6258186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6258212.500000 Penalty: 5475.476562
	Iteration 71Q: 3 clusters Score -6258212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6258230.500000 Penalty: 5475.476562
	Iteration 72Q: 3 clusters Score -6258230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6258236.500000 Penalty: 5475.476562
	Iteration 73Q: 3 clusters Score -6258236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6258250.500000 Penalty: 5475.476562
	Iteration 74Q: 3 clusters Score -6258250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -6258250.500000 Penalty: 5475.476562
	Iteration 75Q: 3 clusters Score -6258250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6258253.000000 Penalty: 5475.476562
	Iteration 76Q: 3 clusters Score -6258253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6258249.000000 Penalty: 5475.476562
	Iteration 77Q: 3 clusters Score -6258249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6258258.000000 Penalty: 5475.476562
	Iteration 78Q: 3 clusters Score -6258258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6258259.500000 Penalty: 5475.476562
	Iteration 79Q: 3 clusters Score -6258260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6258256.000000 Penalty: 5475.476562
	Iteration 80F: 3 clusters Score -6258256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6258259.500000 Penalty: 5475.476562
	Iteration 81Q: 3 clusters Score -6258260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6258262.000000 Penalty: 5475.476562
	Iteration 82Q: 3 clusters Score -6258262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6258262.000000 Penalty: 5475.476562
	Iteration 83Q: 3 clusters Score -6258262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6258261.500000 Penalty: 5475.476562
	Iteration 84Q: 3 clusters Score -6258262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6258268.000000 Penalty: 5475.476562
	Iteration 85Q: 3 clusters Score -6258268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6258267.500000 Penalty: 5475.476562
	Iteration 86Q: 3 clusters Score -6258268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6258263.000000 Penalty: 5475.476562
	Iteration 87Q: 3 clusters Score -6258263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6258264.500000 Penalty: 5475.476562
	Iteration 88Q: 3 clusters Score -6258264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -6258266.000000 Penalty: 5475.476562
	Iteration 89Q: 3 clusters Score -6258266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6258264.500000 Penalty: 5475.476562
	Iteration 90Q: 3 clusters Score -6258264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6258259.500000 Penalty: 5475.476562
	Iteration 91Q: 3 clusters Score -6258260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6258259.500000 Penalty: 5475.476562
	Iteration 92Q: 3 clusters Score -6258260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6258261.000000 Penalty: 5475.476562
	Iteration 93Q: 3 clusters Score -6258261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6258261.000000 Penalty: 5475.476562
	Iteration 94F: 3 clusters Score -6258261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -1484794.500000 Penalty: 2397.997803
	Iteration 0F: 2 clusters Score -1484794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1473324.375000 Penalty: 4795.995605
	Iteration 0F: 3 clusters Score -1473324 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1477105.250000 Penalty: 4795.995605
	Iteration 1F: 3 clusters Score -1477105 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1477574.125000 Penalty: 4795.995605
	Iteration 2F: 3 clusters Score -1477574 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1478004.125000 Penalty: 4795.995605
	Iteration 3F: 3 clusters Score -1478004 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1478420.125000 Penalty: 4795.995605
	Iteration 4Q: 3 clusters Score -1478420 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1478890.375000 Penalty: 4795.995605
	Iteration 5Q: 3 clusters Score -1478890 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1479472.125000 Penalty: 4795.995605
	Iteration 6F: 3 clusters Score -1479472 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1480092.625000 Penalty: 4795.995605
	Iteration 7F: 3 clusters Score -1480093 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1480677.250000 Penalty: 4795.995605
	Iteration 8F: 3 clusters Score -1480677 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1481233.875000 Penalty: 4795.995605
	Iteration 9Q: 3 clusters Score -1481234 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1481684.500000 Penalty: 4795.995605
	Iteration 10Q: 3 clusters Score -1481684 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1482124.750000 Penalty: 4795.995605
	Iteration 11Q: 3 clusters Score -1482125 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1482529.250000 Penalty: 4795.995605
	Iteration 12Q: 3 clusters Score -1482529 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1482845.125000 Penalty: 4795.995605
	Iteration 13Q: 3 clusters Score -1482845 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1483044.875000 Penalty: 4795.995605
	Iteration 14Q: 3 clusters Score -1483045 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1483167.250000 Penalty: 4795.995605
	Iteration 15Q: 3 clusters Score -1483167 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1483245.625000 Penalty: 4795.995605
	Iteration 16Q: 3 clusters Score -1483246 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1483306.750000 Penalty: 4795.995605
	Iteration 17Q: 3 clusters Score -1483307 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1483366.125000 Penalty: 4795.995605
	Iteration 18Q: 3 clusters Score -1483366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1483406.750000 Penalty: 4795.995605
	Iteration 19Q: 3 clusters Score -1483407 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1483457.000000 Penalty: 4795.995605
	Iteration 20F: 3 clusters Score -1483457 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1483497.125000 Penalty: 4795.995605
	Iteration 21Q: 3 clusters Score -1483497 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1483528.750000 Penalty: 4795.995605
	Iteration 22Q: 3 clusters Score -1483529 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1483551.375000 Penalty: 4795.995605
	Iteration 23Q: 3 clusters Score -1483551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1483572.000000 Penalty: 4795.995605
	Iteration 24Q: 3 clusters Score -1483572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1483589.500000 Penalty: 4795.995605
	Iteration 25Q: 3 clusters Score -1483590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1483608.125000 Penalty: 4795.995605
	Iteration 26Q: 3 clusters Score -1483608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1483614.375000 Penalty: 4795.995605
	Iteration 27Q: 3 clusters Score -1483614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1483623.625000 Penalty: 4795.995605
	Iteration 28Q: 3 clusters Score -1483624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1483632.250000 Penalty: 4795.995605
	Iteration 29Q: 3 clusters Score -1483632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1483640.250000 Penalty: 4795.995605
	Iteration 30Q: 3 clusters Score -1483640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1483643.875000 Penalty: 4795.995605
	Iteration 31Q: 3 clusters Score -1483644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1483650.750000 Penalty: 4795.995605
	Iteration 32Q: 3 clusters Score -1483651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1483660.250000 Penalty: 4795.995605
	Iteration 33Q: 3 clusters Score -1483660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1483667.500000 Penalty: 4795.995605
	Iteration 34Q: 3 clusters Score -1483668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1483675.500000 Penalty: 4795.995605
	Iteration 35Q: 3 clusters Score -1483676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1483681.125000 Penalty: 4795.995605
	Iteration 36Q: 3 clusters Score -1483681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1483685.250000 Penalty: 4795.995605
	Iteration 37Q: 3 clusters Score -1483685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1483686.625000 Penalty: 4795.995605
	Iteration 38Q: 3 clusters Score -1483687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1483689.000000 Penalty: 4795.995605
	Iteration 39Q: 3 clusters Score -1483689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1483692.625000 Penalty: 4795.995605
	Iteration 40F: 3 clusters Score -1483693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1483699.125000 Penalty: 4795.995605
	Iteration 41Q: 3 clusters Score -1483699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1483705.125000 Penalty: 4795.995605
	Iteration 42Q: 3 clusters Score -1483705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1483705.500000 Penalty: 4795.995605
	Iteration 43Q: 3 clusters Score -1483706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1483707.125000 Penalty: 4795.995605
	Iteration 44Q: 3 clusters Score -1483707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1483712.000000 Penalty: 4795.995605
	Iteration 45Q: 3 clusters Score -1483712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1483710.750000 Penalty: 4795.995605
	Iteration 46Q: 3 clusters Score -1483711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1483713.625000 Penalty: 4795.995605
	Iteration 47Q: 3 clusters Score -1483714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1483716.875000 Penalty: 4795.995605
	Iteration 48Q: 3 clusters Score -1483717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1483711.625000 Penalty: 4795.995605
	Iteration 49Q: 3 clusters Score -1483712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1483715.125000 Penalty: 4795.995605
	Iteration 50Q: 3 clusters Score -1483715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1483716.625000 Penalty: 4795.995605
	Iteration 51Q: 3 clusters Score -1483717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1483718.000000 Penalty: 4795.995605
	Iteration 52Q: 3 clusters Score -1483718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1483715.375000 Penalty: 4795.995605
	Iteration 53Q: 3 clusters Score -1483715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1483718.125000 Penalty: 4795.995605
	Iteration 54Q: 3 clusters Score -1483718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1483718.500000 Penalty: 4795.995605
	Iteration 55Q: 3 clusters Score -1483718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1483718.000000 Penalty: 4795.995605
	Iteration 56Q: 3 clusters Score -1483718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1483718.000000 Penalty: 4795.995605
	Iteration 57F: 3 clusters Score -1483718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Entering Unmasked Estep 
Score: -1981352.500000 Penalty: 2458.213379
	Iteration 0F: 2 clusters Score -1981352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1967254.625000 Penalty: 4916.426758
	Iteration 0F: 3 clusters Score -1967255 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1972006.625000 Penalty: 4916.426758
	Iteration 1F: 3 clusters Score -1972007 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1972496.500000 Penalty: 4916.426758
	Iteration 2F: 3 clusters Score -1972496 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1972918.500000 Penalty: 4916.426758
	Iteration 3Q: 3 clusters Score -1972918 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1973388.375000 Penalty: 4916.426758
	Iteration 4Q: 3 clusters Score -1973388 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1973926.875000 Penalty: 4916.426758
	Iteration 5F: 3 clusters Score -1973927 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1974571.875000 Penalty: 4916.426758
	Iteration 6F: 3 clusters Score -1974572 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1975243.375000 Penalty: 4916.426758
	Iteration 7F: 3 clusters Score -1975243 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1975894.500000 Penalty: 4916.426758
	Iteration 8F: 3 clusters Score -1975894 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1976448.000000 Penalty: 4916.426758
	Iteration 9Q: 3 clusters Score -1976448 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1976953.875000 Penalty: 4916.426758
	Iteration 10Q: 3 clusters Score -1976954 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1977392.000000 Penalty: 4916.426758
	Iteration 11Q: 3 clusters Score -1977392 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1977764.625000 Penalty: 4916.426758
	Iteration 12Q: 3 clusters Score -1977765 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1978060.625000 Penalty: 4916.426758
	Iteration 13Q: 3 clusters Score -1978061 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1978308.250000 Penalty: 4916.426758
	Iteration 14Q: 3 clusters Score -1978308 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1978510.125000 Penalty: 4916.426758
	Iteration 15Q: 3 clusters Score -1978510 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1978653.750000 Penalty: 4916.426758
	Iteration 16Q: 3 clusters Score -1978654 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1978763.750000 Penalty: 4916.426758
	Iteration 17Q: 3 clusters Score -1978764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1978847.875000 Penalty: 4916.426758
	Iteration 18Q: 3 clusters Score -1978848 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1978905.625000 Penalty: 4916.426758
	Iteration 19Q: 3 clusters Score -1978906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1978952.000000 Penalty: 4916.426758
	Iteration 20F: 3 clusters Score -1978952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1979003.125000 Penalty: 4916.426758
	Iteration 21Q: 3 clusters Score -1979003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -1979030.750000 Penalty: 4916.426758
	Iteration 22Q: 3 clusters Score -1979031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1979050.625000 Penalty: 4916.426758
	Iteration 23Q: 3 clusters Score -1979051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1979081.875000 Penalty: 4916.426758
	Iteration 24Q: 3 clusters Score -1979082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -1979107.125000 Penalty: 4916.426758
	Iteration 25Q: 3 clusters Score -1979107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1979122.125000 Penalty: 4916.426758
	Iteration 26Q: 3 clusters Score -1979122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1979135.250000 Penalty: 4916.426758
	Iteration 27Q: 3 clusters Score -1979135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1979144.500000 Penalty: 4916.426758
	Iteration 28Q: 3 clusters Score -1979144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1979154.250000 Penalty: 4916.426758
	Iteration 29Q: 3 clusters Score -1979154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1979160.500000 Penalty: 4916.426758
	Iteration 30Q: 3 clusters Score -1979160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1979164.750000 Penalty: 4916.426758
	Iteration 31Q: 3 clusters Score -1979165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -1979167.500000 Penalty: 4916.426758
	Iteration 32Q: 3 clusters Score -1979168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1979170.750000 Penalty: 4916.426758
	Iteration 33Q: 3 clusters Score -1979171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1979168.000000 Penalty: 4916.426758
	Iteration 34Q: 3 clusters Score -1979168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1979174.125000 Penalty: 4916.426758
	Iteration 35Q: 3 clusters Score -1979174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1979176.250000 Penalty: 4916.426758
	Iteration 36Q: 3 clusters Score -1979176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1979179.750000 Penalty: 4916.426758
	Iteration 37Q: 3 clusters Score -1979180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -1979183.625000 Penalty: 4916.426758
	Iteration 38Q: 3 clusters Score -1979184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1979187.750000 Penalty: 4916.426758
	Iteration 39Q: 3 clusters Score -1979188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1979196.375000 Penalty: 4916.426758
	Iteration 40F: 3 clusters Score -1979196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1979205.000000 Penalty: 4916.426758
	Iteration 41Q: 3 clusters Score -1979205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1979206.625000 Penalty: 4916.426758
	Iteration 42Q: 3 clusters Score -1979207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1979211.250000 Penalty: 4916.426758
	Iteration 43Q: 3 clusters Score -1979211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1979213.875000 Penalty: 4916.426758
	Iteration 44Q: 3 clusters Score -1979214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1979222.375000 Penalty: 4916.426758
	Iteration 45Q: 3 clusters Score -1979222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1979226.500000 Penalty: 4916.426758
	Iteration 46Q: 3 clusters Score -1979226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1979231.875000 Penalty: 4916.426758
	Iteration 47Q: 3 clusters Score -1979232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1979233.375000 Penalty: 4916.426758
	Iteration 48Q: 3 clusters Score -1979233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1979234.375000 Penalty: 4916.426758
	Iteration 49Q: 3 clusters Score -1979234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1979236.875000 Penalty: 4916.426758
	Iteration 50Q: 3 clusters Score -1979237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1979236.750000 Penalty: 4916.426758
	Iteration 51Q: 3 clusters Score -1979237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1979238.875000 Penalty: 4916.426758
	Iteration 52Q: 3 clusters Score -1979239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1979242.750000 Penalty: 4916.426758
	Iteration 53Q: 3 clusters Score -1979243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1979244.250000 Penalty: 4916.426758
	Iteration 54Q: 3 clusters Score -1979244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1979244.250000 Penalty: 4916.426758
	Iteration 55Q: 3 clusters Score -1979244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1979247.500000 Penalty: 4916.426758
	Iteration 56Q: 3 clusters Score -1979248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1979248.250000 Penalty: 4916.426758
	Iteration 57Q: 3 clusters Score -1979248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1979249.125000 Penalty: 4916.426758
	Iteration 58Q: 3 clusters Score -1979249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1979258.500000 Penalty: 4916.426758
	Iteration 59Q: 3 clusters Score -1979258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1979261.750000 Penalty: 4916.426758
	Iteration 60F: 3 clusters Score -1979262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1979262.875000 Penalty: 4916.426758
	Iteration 61Q: 3 clusters Score -1979263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1979265.500000 Penalty: 4916.426758
	Iteration 62Q: 3 clusters Score -1979266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1979265.125000 Penalty: 4916.426758
	Iteration 63Q: 3 clusters Score -1979265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1979264.500000 Penalty: 4916.426758
	Iteration 64Q: 3 clusters Score -1979264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1979267.375000 Penalty: 4916.426758
	Iteration 65Q: 3 clusters Score -1979267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1979265.500000 Penalty: 4916.426758
	Iteration 66Q: 3 clusters Score -1979266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1979266.375000 Penalty: 4916.426758
	Iteration 67Q: 3 clusters Score -1979266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1979268.000000 Penalty: 4916.426758
	Iteration 68Q: 3 clusters Score -1979268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1979268.000000 Penalty: 4916.426758
	Iteration 69F: 3 clusters Score -1979268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -1403168.625000 Penalty: 2383.210693
	Iteration 0F: 2 clusters Score -1403169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1392387.500000 Penalty: 4766.421387
	Iteration 0F: 3 clusters Score -1392388 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1396038.250000 Penalty: 4766.421387
	Iteration 1F: 3 clusters Score -1396038 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1396645.250000 Penalty: 4766.421387
	Iteration 2F: 3 clusters Score -1396645 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1397290.250000 Penalty: 4766.421387
	Iteration 3F: 3 clusters Score -1397290 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1398006.625000 Penalty: 4766.421387
	Iteration 4F: 3 clusters Score -1398007 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1398969.375000 Penalty: 4766.421387
	Iteration 5F: 3 clusters Score -1398969 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1399972.250000 Penalty: 4766.421387
	Iteration 6F: 3 clusters Score -1399972 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1400676.375000 Penalty: 4766.421387
	Iteration 7F: 3 clusters Score -1400676 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1401190.125000 Penalty: 4766.421387
	Iteration 8F: 3 clusters Score -1401190 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1401480.250000 Penalty: 4766.421387
	Iteration 9Q: 3 clusters Score -1401480 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1401629.750000 Penalty: 4766.421387
	Iteration 10Q: 3 clusters Score -1401630 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1401713.000000 Penalty: 4766.421387
	Iteration 11Q: 3 clusters Score -1401713 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1401743.250000 Penalty: 4766.421387
	Iteration 12Q: 3 clusters Score -1401743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1401763.500000 Penalty: 4766.421387
	Iteration 13Q: 3 clusters Score -1401764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1401768.000000 Penalty: 4766.421387
	Iteration 14Q: 3 clusters Score -1401768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1401781.625000 Penalty: 4766.421387
	Iteration 15Q: 3 clusters Score -1401782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1401790.250000 Penalty: 4766.421387
	Iteration 16Q: 3 clusters Score -1401790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1401797.250000 Penalty: 4766.421387
	Iteration 17Q: 3 clusters Score -1401797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1401801.625000 Penalty: 4766.421387
	Iteration 18Q: 3 clusters Score -1401802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1401808.250000 Penalty: 4766.421387
	Iteration 19Q: 3 clusters Score -1401808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1401811.875000 Penalty: 4766.421387
	Iteration 20F: 3 clusters Score -1401812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1401816.250000 Penalty: 4766.421387
	Iteration 21Q: 3 clusters Score -1401816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1401814.875000 Penalty: 4766.421387
	Iteration 22Q: 3 clusters Score -1401815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1401817.500000 Penalty: 4766.421387
	Iteration 23Q: 3 clusters Score -1401818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1401816.250000 Penalty: 4766.421387
	Iteration 24Q: 3 clusters Score -1401816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1401820.125000 Penalty: 4766.421387
	Iteration 25Q: 3 clusters Score -1401820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1401823.375000 Penalty: 4766.421387
	Iteration 26Q: 3 clusters Score -1401823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1401822.375000 Penalty: 4766.421387
	Iteration 27Q: 3 clusters Score -1401822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1401823.875000 Penalty: 4766.421387
	Iteration 28Q: 3 clusters Score -1401824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1401825.000000 Penalty: 4766.421387
	Iteration 29Q: 3 clusters Score -1401825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1401822.250000 Penalty: 4766.421387
	Iteration 30Q: 3 clusters Score -1401822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1401822.750000 Penalty: 4766.421387
	Iteration 31Q: 3 clusters Score -1401823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1401824.000000 Penalty: 4766.421387
	Iteration 32Q: 3 clusters Score -1401824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1401821.375000 Penalty: 4766.421387
	Iteration 33Q: 3 clusters Score -1401821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1401821.375000 Penalty: 4766.421387
	Iteration 34F: 3 clusters Score -1401821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Entering Unmasked Estep 
Score: -1569780.000000 Penalty: 2402.716797
	Iteration 0F: 2 clusters Score -1569780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1558176.375000 Penalty: 4805.433594
	Iteration 0F: 3 clusters Score -1558176 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1562011.500000 Penalty: 4805.433594
	Iteration 1F: 3 clusters Score -1562012 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1562485.125000 Penalty: 4805.433594
	Iteration 2F: 3 clusters Score -1562485 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1562888.750000 Penalty: 4805.433594
	Iteration 3F: 3 clusters Score -1562889 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1563278.625000 Penalty: 4805.433594
	Iteration 4Q: 3 clusters Score -1563279 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1563716.625000 Penalty: 4805.433594
	Iteration 5Q: 3 clusters Score -1563717 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1564211.125000 Penalty: 4805.433594
	Iteration 6Q: 3 clusters Score -1564211 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1564739.750000 Penalty: 4805.433594
	Iteration 7F: 3 clusters Score -1564740 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1565280.000000 Penalty: 4805.433594
	Iteration 8F: 3 clusters Score -1565280 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1565782.250000 Penalty: 4805.433594
	Iteration 9Q: 3 clusters Score -1565782 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1566213.000000 Penalty: 4805.433594
	Iteration 10Q: 3 clusters Score -1566213 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1566519.750000 Penalty: 4805.433594
	Iteration 11Q: 3 clusters Score -1566520 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1566735.000000 Penalty: 4805.433594
	Iteration 12Q: 3 clusters Score -1566735 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1566871.000000 Penalty: 4805.433594
	Iteration 13Q: 3 clusters Score -1566871 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1566974.500000 Penalty: 4805.433594
	Iteration 14Q: 3 clusters Score -1566974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1567033.250000 Penalty: 4805.433594
	Iteration 15Q: 3 clusters Score -1567033 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1567080.125000 Penalty: 4805.433594
	Iteration 16Q: 3 clusters Score -1567080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1567122.875000 Penalty: 4805.433594
	Iteration 17Q: 3 clusters Score -1567123 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1567170.625000 Penalty: 4805.433594
	Iteration 18Q: 3 clusters Score -1567171 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1567207.250000 Penalty: 4805.433594
	Iteration 19Q: 3 clusters Score -1567207 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1567235.125000 Penalty: 4805.433594
	Iteration 20F: 3 clusters Score -1567235 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1567257.000000 Penalty: 4805.433594
	Iteration 21Q: 3 clusters Score -1567257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1567265.625000 Penalty: 4805.433594
	Iteration 22Q: 3 clusters Score -1567266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1567279.625000 Penalty: 4805.433594
	Iteration 23Q: 3 clusters Score -1567280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1567289.625000 Penalty: 4805.433594
	Iteration 24Q: 3 clusters Score -1567290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1567302.875000 Penalty: 4805.433594
	Iteration 25Q: 3 clusters Score -1567303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1567319.250000 Penalty: 4805.433594
	Iteration 26Q: 3 clusters Score -1567319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1567329.250000 Penalty: 4805.433594
	Iteration 27Q: 3 clusters Score -1567329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1567336.625000 Penalty: 4805.433594
	Iteration 28Q: 3 clusters Score -1567337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1567345.875000 Penalty: 4805.433594
	Iteration 29Q: 3 clusters Score -1567346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1567361.750000 Penalty: 4805.433594
	Iteration 30Q: 3 clusters Score -1567362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1567369.500000 Penalty: 4805.433594
	Iteration 31Q: 3 clusters Score -1567370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1567381.000000 Penalty: 4805.433594
	Iteration 32Q: 3 clusters Score -1567381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1567388.000000 Penalty: 4805.433594
	Iteration 33Q: 3 clusters Score -1567388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1567392.125000 Penalty: 4805.433594
	Iteration 34Q: 3 clusters Score -1567392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1567402.250000 Penalty: 4805.433594
	Iteration 35Q: 3 clusters Score -1567402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1567403.125000 Penalty: 4805.433594
	Iteration 36Q: 3 clusters Score -1567403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1567417.250000 Penalty: 4805.433594
	Iteration 37Q: 3 clusters Score -1567417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1567423.625000 Penalty: 4805.433594
	Iteration 38Q: 3 clusters Score -1567424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1567436.250000 Penalty: 4805.433594
	Iteration 39Q: 3 clusters Score -1567436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1567443.625000 Penalty: 4805.433594
	Iteration 40F: 3 clusters Score -1567444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1567457.625000 Penalty: 4805.433594
	Iteration 41Q: 3 clusters Score -1567458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1567469.375000 Penalty: 4805.433594
	Iteration 42Q: 3 clusters Score -1567469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1567486.250000 Penalty: 4805.433594
	Iteration 43Q: 3 clusters Score -1567486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1567496.125000 Penalty: 4805.433594
	Iteration 44Q: 3 clusters Score -1567496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1567504.500000 Penalty: 4805.433594
	Iteration 45Q: 3 clusters Score -1567504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1567514.500000 Penalty: 4805.433594
	Iteration 46Q: 3 clusters Score -1567514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1567525.250000 Penalty: 4805.433594
	Iteration 47Q: 3 clusters Score -1567525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1567539.375000 Penalty: 4805.433594
	Iteration 48Q: 3 clusters Score -1567539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1567555.375000 Penalty: 4805.433594
	Iteration 49Q: 3 clusters Score -1567555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1567556.875000 Penalty: 4805.433594
	Iteration 50Q: 3 clusters Score -1567557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1567567.125000 Penalty: 4805.433594
	Iteration 51Q: 3 clusters Score -1567567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1567582.000000 Penalty: 4805.433594
	Iteration 52Q: 3 clusters Score -1567582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1567585.625000 Penalty: 4805.433594
	Iteration 53Q: 3 clusters Score -1567586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1567584.375000 Penalty: 4805.433594
	Iteration 54Q: 3 clusters Score -1567584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1567584.750000 Penalty: 4805.433594
	Iteration 55Q: 3 clusters Score -1567585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1567594.625000 Penalty: 4805.433594
	Iteration 56Q: 3 clusters Score -1567595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1567595.750000 Penalty: 4805.433594
	Iteration 57Q: 3 clusters Score -1567596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1567606.500000 Penalty: 4805.433594
	Iteration 58Q: 3 clusters Score -1567606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1567611.250000 Penalty: 4805.433594
	Iteration 59Q: 3 clusters Score -1567611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1567616.875000 Penalty: 4805.433594
	Iteration 60F: 3 clusters Score -1567617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1567628.000000 Penalty: 4805.433594
	Iteration 61Q: 3 clusters Score -1567628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1567631.000000 Penalty: 4805.433594
	Iteration 62Q: 3 clusters Score -1567631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1567645.250000 Penalty: 4805.433594
	Iteration 63Q: 3 clusters Score -1567645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1567654.750000 Penalty: 4805.433594
	Iteration 64Q: 3 clusters Score -1567655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1567665.250000 Penalty: 4805.433594
	Iteration 65Q: 3 clusters Score -1567665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1567674.500000 Penalty: 4805.433594
	Iteration 66Q: 3 clusters Score -1567674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1567682.500000 Penalty: 4805.433594
	Iteration 67Q: 3 clusters Score -1567682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1567691.750000 Penalty: 4805.433594
	Iteration 68Q: 3 clusters Score -1567692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1567710.000000 Penalty: 4805.433594
	Iteration 69Q: 3 clusters Score -1567710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1567719.250000 Penalty: 4805.433594
	Iteration 70Q: 3 clusters Score -1567719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1567727.875000 Penalty: 4805.433594
	Iteration 71Q: 3 clusters Score -1567728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1567734.625000 Penalty: 4805.433594
	Iteration 72Q: 3 clusters Score -1567735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1567732.875000 Penalty: 4805.433594
	Iteration 73Q: 3 clusters Score -1567733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1567741.250000 Penalty: 4805.433594
	Iteration 74Q: 3 clusters Score -1567741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1567745.625000 Penalty: 4805.433594
	Iteration 75Q: 3 clusters Score -1567746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1567752.000000 Penalty: 4805.433594
	Iteration 76Q: 3 clusters Score -1567752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1567760.500000 Penalty: 4805.433594
	Iteration 77Q: 3 clusters Score -1567760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1567766.625000 Penalty: 4805.433594
	Iteration 78Q: 3 clusters Score -1567767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1567777.375000 Penalty: 4805.433594
	Iteration 79Q: 3 clusters Score -1567777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1567783.750000 Penalty: 4805.433594
	Iteration 80F: 3 clusters Score -1567784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1567787.250000 Penalty: 4805.433594
	Iteration 81Q: 3 clusters Score -1567787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1567789.625000 Penalty: 4805.433594
	Iteration 82Q: 3 clusters Score -1567790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1567793.000000 Penalty: 4805.433594
	Iteration 83Q: 3 clusters Score -1567793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1567798.250000 Penalty: 4805.433594
	Iteration 84Q: 3 clusters Score -1567798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1567801.750000 Penalty: 4805.433594
	Iteration 85Q: 3 clusters Score -1567802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1567812.375000 Penalty: 4805.433594
	Iteration 86Q: 3 clusters Score -1567812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1567819.500000 Penalty: 4805.433594
	Iteration 87Q: 3 clusters Score -1567820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1567825.625000 Penalty: 4805.433594
	Iteration 88Q: 3 clusters Score -1567826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1567828.125000 Penalty: 4805.433594
	Iteration 89Q: 3 clusters Score -1567828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1567829.250000 Penalty: 4805.433594
	Iteration 90Q: 3 clusters Score -1567829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1567831.750000 Penalty: 4805.433594
	Iteration 91Q: 3 clusters Score -1567832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1567831.375000 Penalty: 4805.433594
	Iteration 92Q: 3 clusters Score -1567831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1567835.750000 Penalty: 4805.433594
	Iteration 93Q: 3 clusters Score -1567836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1567835.750000 Penalty: 4805.433594
	Iteration 94Q: 3 clusters Score -1567836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1567839.750000 Penalty: 4805.433594
	Iteration 95Q: 3 clusters Score -1567840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1567845.000000 Penalty: 4805.433594
	Iteration 96Q: 3 clusters Score -1567845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1567849.500000 Penalty: 4805.433594
	Iteration 97Q: 3 clusters Score -1567850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1567847.000000 Penalty: 4805.433594
	Iteration 98Q: 3 clusters Score -1567847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1567850.375000 Penalty: 4805.433594
	Iteration 99Q: 3 clusters Score -1567850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1567851.375000 Penalty: 4805.433594
	Iteration 100F: 3 clusters Score -1567851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1567865.125000 Penalty: 4805.433594
	Iteration 101Q: 3 clusters Score -1567865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1567865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1567868.750000 Penalty: 4805.433594
	Iteration 103Q: 3 clusters Score -1567869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1567876.000000 Penalty: 4805.433594
	Iteration 104Q: 3 clusters Score -1567876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1567878.625000 Penalty: 4805.433594
	Iteration 105Q: 3 clusters Score -1567879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1567880.750000 Penalty: 4805.433594
	Iteration 106Q: 3 clusters Score -1567881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1567882.875000 Penalty: 4805.433594
	Iteration 107Q: 3 clusters Score -1567883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1567888.125000 Penalty: 4805.433594
	Iteration 108Q: 3 clusters Score -1567888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1567887.000000 Penalty: 4805.433594
	Iteration 109Q: 3 clusters Score -1567887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1567895.625000 Penalty: 4805.433594
	Iteration 110Q: 3 clusters Score -1567896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1567896.500000 Penalty: 4805.433594
	Iteration 111Q: 3 clusters Score -1567896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1567898.375000 Penalty: 4805.433594
	Iteration 112Q: 3 clusters Score -1567898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1567897.875000 Penalty: 4805.433594
	Iteration 113Q: 3 clusters Score -1567898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1567900.875000 Penalty: 4805.433594
	Iteration 114Q: 3 clusters Score -1567901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1567906.000000 Penalty: 4805.433594
	Iteration 115Q: 3 clusters Score -1567906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1567911.000000 Penalty: 4805.433594
	Iteration 116Q: 3 clusters Score -1567911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1567917.875000 Penalty: 4805.433594
	Iteration 117Q: 3 clusters Score -1567918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1567921.000000 Penalty: 4805.433594
	Iteration 118Q: 3 clusters Score -1567921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1567925.125000 Penalty: 4805.433594
	Iteration 119Q: 3 clusters Score -1567925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1567935.000000 Penalty: 4805.433594
	Iteration 120F: 3 clusters Score -1567935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1567938.125000 Penalty: 4805.433594
	Iteration 121Q: 3 clusters Score -1567938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1567945.000000 Penalty: 4805.433594
	Iteration 122Q: 3 clusters Score -1567945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1567950.375000 Penalty: 4805.433594
	Iteration 123Q: 3 clusters Score -1567950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1567950.125000 Penalty: 4805.433594
	Iteration 124Q: 3 clusters Score -1567950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1567955.250000 Penalty: 4805.433594
	Iteration 125Q: 3 clusters Score -1567955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1567962.000000 Penalty: 4805.433594
	Iteration 126Q: 3 clusters Score -1567962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1567963.375000 Penalty: 4805.433594
	Iteration 127Q: 3 clusters Score -1567963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1567966.375000 Penalty: 4805.433594
	Iteration 128Q: 3 clusters Score -1567966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1567972.500000 Penalty: 4805.433594
	Iteration 129Q: 3 clusters Score -1567972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1567979.125000 Penalty: 4805.433594
	Iteration 130Q: 3 clusters Score -1567979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1567983.375000 Penalty: 4805.433594
	Iteration 131Q: 3 clusters Score -1567983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1567985.500000 Penalty: 4805.433594
	Iteration 132Q: 3 clusters Score -1567986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1567989.375000 Penalty: 4805.433594
	Iteration 133Q: 3 clusters Score -1567989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1567988.750000 Penalty: 4805.433594
	Iteration 134Q: 3 clusters Score -1567989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1567994.250000 Penalty: 4805.433594
	Iteration 135Q: 3 clusters Score -1567994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1568004.750000 Penalty: 4805.433594
	Iteration 136Q: 3 clusters Score -1568005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1568009.375000 Penalty: 4805.433594
	Iteration 137Q: 3 clusters Score -1568009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1568011.500000 Penalty: 4805.433594
	Iteration 138Q: 3 clusters Score -1568012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1568019.125000 Penalty: 4805.433594
	Iteration 139Q: 3 clusters Score -1568019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1568020.875000 Penalty: 4805.433594
	Iteration 140F: 3 clusters Score -1568021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1568030.875000 Penalty: 4805.433594
	Iteration 141Q: 3 clusters Score -1568031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1568036.000000 Penalty: 4805.433594
	Iteration 142Q: 3 clusters Score -1568036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1568035.500000 Penalty: 4805.433594
	Iteration 143Q: 3 clusters Score -1568036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1568039.375000 Penalty: 4805.433594
	Iteration 144Q: 3 clusters Score -1568039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1568038.625000 Penalty: 4805.433594
	Iteration 145Q: 3 clusters Score -1568039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1568040.875000 Penalty: 4805.433594
	Iteration 146Q: 3 clusters Score -1568041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1568043.625000 Penalty: 4805.433594
	Iteration 147Q: 3 clusters Score -1568044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1568047.875000 Penalty: 4805.433594
	Iteration 148Q: 3 clusters Score -1568048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1568050.625000 Penalty: 4805.433594
	Iteration 149Q: 3 clusters Score -1568051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1568051.375000 Penalty: 4805.433594
	Iteration 150Q: 3 clusters Score -1568051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1568049.375000 Penalty: 4805.433594
	Iteration 151Q: 3 clusters Score -1568049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1568048.625000 Penalty: 4805.433594
	Iteration 152Q: 3 clusters Score -1568049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1568052.000000 Penalty: 4805.433594
	Iteration 153Q: 3 clusters Score -1568052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1568049.625000 Penalty: 4805.433594
	Iteration 154Q: 3 clusters Score -1568050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1568049.750000 Penalty: 4805.433594
	Iteration 155Q: 3 clusters Score -1568050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1568049.750000 Penalty: 4805.433594
	Iteration 156F: 3 clusters Score -1568050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Entering Unmasked Estep 
Score: -3489811.500000 Penalty: 2594.693848
	Iteration 0F: 2 clusters Score -3489812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3466194.500000 Penalty: 5189.387695
	Iteration 0F: 3 clusters Score -3466194 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3474713.500000 Penalty: 5189.387695
	Iteration 1F: 3 clusters Score -3474714 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3475414.500000 Penalty: 5189.387695
	Iteration 2F: 3 clusters Score -3475414 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3476050.250000 Penalty: 5189.387695
	Iteration 3Q: 3 clusters Score -3476050 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3476805.000000 Penalty: 5189.387695
	Iteration 4Q: 3 clusters Score -3476805 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3477699.000000 Penalty: 5189.387695
	Iteration 5F: 3 clusters Score -3477699 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3478749.000000 Penalty: 5189.387695
	Iteration 6F: 3 clusters Score -3478749 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3479921.250000 Penalty: 5189.387695
	Iteration 7F: 3 clusters Score -3479921 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3481128.250000 Penalty: 5189.387695
	Iteration 8F: 3 clusters Score -3481128 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3482242.000000 Penalty: 5189.387695
	Iteration 9F: 3 clusters Score -3482242 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3483196.750000 Penalty: 5189.387695
	Iteration 10Q: 3 clusters Score -3483197 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3484063.500000 Penalty: 5189.387695
	Iteration 11Q: 3 clusters Score -3484064 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3484736.500000 Penalty: 5189.387695
	Iteration 12Q: 3 clusters Score -3484736 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3485336.250000 Penalty: 5189.387695
	Iteration 13Q: 3 clusters Score -3485336 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3485888.250000 Penalty: 5189.387695
	Iteration 14Q: 3 clusters Score -3485888 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3486347.750000 Penalty: 5189.387695
	Iteration 15Q: 3 clusters Score -3486348 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3486723.250000 Penalty: 5189.387695
	Iteration 16Q: 3 clusters Score -3486723 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3487005.000000 Penalty: 5189.387695
	Iteration 17Q: 3 clusters Score -3487005 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3487221.000000 Penalty: 5189.387695
	Iteration 18Q: 3 clusters Score -3487221 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3487364.750000 Penalty: 5189.387695
	Iteration 19Q: 3 clusters Score -3487365 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3487459.000000 Penalty: 5189.387695
	Iteration 20F: 3 clusters Score -3487459 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3487538.750000 Penalty: 5189.387695
	Iteration 21Q: 3 clusters Score -3487539 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3487593.000000 Penalty: 5189.387695
	Iteration 22Q: 3 clusters Score -3487593 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3487636.750000 Penalty: 5189.387695
	Iteration 23Q: 3 clusters Score -3487637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3487667.000000 Penalty: 5189.387695
	Iteration 24Q: 3 clusters Score -3487667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3487682.250000 Penalty: 5189.387695
	Iteration 25Q: 3 clusters Score -3487682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3487698.000000 Penalty: 5189.387695
	Iteration 26Q: 3 clusters Score -3487698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3487710.500000 Penalty: 5189.387695
	Iteration 27Q: 3 clusters Score -3487710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3487736.000000 Penalty: 5189.387695
	Iteration 28Q: 3 clusters Score -3487736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3487748.000000 Penalty: 5189.387695
	Iteration 29Q: 3 clusters Score -3487748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3487762.750000 Penalty: 5189.387695
	Iteration 30Q: 3 clusters Score -3487763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3487764.250000 Penalty: 5189.387695
	Iteration 31Q: 3 clusters Score -3487764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3487766.500000 Penalty: 5189.387695
	Iteration 32Q: 3 clusters Score -3487766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3487769.250000 Penalty: 5189.387695
	Iteration 33Q: 3 clusters Score -3487769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3487770.500000 Penalty: 5189.387695
	Iteration 34Q: 3 clusters Score -3487770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3487780.750000 Penalty: 5189.387695
	Iteration 35Q: 3 clusters Score -3487781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3487790.750000 Penalty: 5189.387695
	Iteration 36Q: 3 clusters Score -3487791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3487805.250000 Penalty: 5189.387695
	Iteration 37Q: 3 clusters Score -3487805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3487803.750000 Penalty: 5189.387695
	Iteration 38Q: 3 clusters Score -3487804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3487805.500000 Penalty: 5189.387695
	Iteration 39Q: 3 clusters Score -3487806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3487806.250000 Penalty: 5189.387695
	Iteration 40F: 3 clusters Score -3487806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3487810.750000 Penalty: 5189.387695
	Iteration 41Q: 3 clusters Score -3487811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3487818.500000 Penalty: 5189.387695
	Iteration 42Q: 3 clusters Score -3487818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3487820.000000 Penalty: 5189.387695
	Iteration 43Q: 3 clusters Score -3487820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3487818.500000 Penalty: 5189.387695
	Iteration 44Q: 3 clusters Score -3487818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3487819.750000 Penalty: 5189.387695
	Iteration 45Q: 3 clusters Score -3487820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3487826.500000 Penalty: 5189.387695
	Iteration 46Q: 3 clusters Score -3487826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3487828.750000 Penalty: 5189.387695
	Iteration 47Q: 3 clusters Score -3487829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3487825.000000 Penalty: 5189.387695
	Iteration 48Q: 3 clusters Score -3487825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3487833.500000 Penalty: 5189.387695
	Iteration 49Q: 3 clusters Score -3487834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3487834.000000 Penalty: 5189.387695
	Iteration 50Q: 3 clusters Score -3487834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3487835.750000 Penalty: 5189.387695
	Iteration 51Q: 3 clusters Score -3487836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3487835.750000 Penalty: 5189.387695
	Iteration 52F: 3 clusters Score -3487836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Entering Unmasked Estep 
Score: -2593707.750000 Penalty: 2513.931152
	Iteration 0F: 2 clusters Score -2593708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2576297.250000 Penalty: 5027.862305
	Iteration 0F: 3 clusters Score -2576297 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2582324.750000 Penalty: 5027.862305
	Iteration 1F: 3 clusters Score -2582325 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2582818.500000 Penalty: 5027.862305
	Iteration 2F: 3 clusters Score -2582818 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2583319.500000 Penalty: 5027.862305
	Iteration 3Q: 3 clusters Score -2583320 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2583970.750000 Penalty: 5027.862305
	Iteration 4Q: 3 clusters Score -2583971 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2584762.750000 Penalty: 5027.862305
	Iteration 5F: 3 clusters Score -2584763 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2585738.250000 Penalty: 5027.862305
	Iteration 6F: 3 clusters Score -2585738 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2586645.500000 Penalty: 5027.862305
	Iteration 7F: 3 clusters Score -2586646 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2587430.750000 Penalty: 5027.862305
	Iteration 8F: 3 clusters Score -2587431 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2587990.750000 Penalty: 5027.862305
	Iteration 9F: 3 clusters Score -2587991 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2588350.250000 Penalty: 5027.862305
	Iteration 10Q: 3 clusters Score -2588350 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2588590.750000 Penalty: 5027.862305
	Iteration 11Q: 3 clusters Score -2588591 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2588717.250000 Penalty: 5027.862305
	Iteration 12Q: 3 clusters Score -2588717 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2588820.500000 Penalty: 5027.862305
	Iteration 13Q: 3 clusters Score -2588820 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2588888.250000 Penalty: 5027.862305
	Iteration 14Q: 3 clusters Score -2588888 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2588959.500000 Penalty: 5027.862305
	Iteration 15Q: 3 clusters Score -2588960 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2589021.500000 Penalty: 5027.862305
	Iteration 16Q: 3 clusters Score -2589022 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2589059.750000 Penalty: 5027.862305
	Iteration 17Q: 3 clusters Score -2589060 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2589110.500000 Penalty: 5027.862305
	Iteration 18Q: 3 clusters Score -2589110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2589151.500000 Penalty: 5027.862305
	Iteration 19Q: 3 clusters Score -2589152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2589205.000000 Penalty: 5027.862305
	Iteration 20F: 3 clusters Score -2589205 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2589248.750000 Penalty: 5027.862305
	Iteration 21Q: 3 clusters Score -2589249 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2589282.000000 Penalty: 5027.862305
	Iteration 22Q: 3 clusters Score -2589282 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2589360.000000 Penalty: 5027.862305
	Iteration 23Q: 3 clusters Score -2589360 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2589420.250000 Penalty: 5027.862305
	Iteration 24Q: 3 clusters Score -2589420 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2589513.500000 Penalty: 5027.862305
	Iteration 25Q: 3 clusters Score -2589514 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2589606.750000 Penalty: 5027.862305
	Iteration 26Q: 3 clusters Score -2589607 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2589693.750000 Penalty: 5027.862305
	Iteration 27Q: 3 clusters Score -2589694 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2589808.000000 Penalty: 5027.862305
	Iteration 28Q: 3 clusters Score -2589808 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2589953.250000 Penalty: 5027.862305
	Iteration 29Q: 3 clusters Score -2589953 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2590104.500000 Penalty: 5027.862305
	Iteration 30Q: 3 clusters Score -2590104 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2590232.750000 Penalty: 5027.862305
	Iteration 31Q: 3 clusters Score -2590233 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2590407.250000 Penalty: 5027.862305
	Iteration 32Q: 3 clusters Score -2590407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2590540.000000 Penalty: 5027.862305
	Iteration 33Q: 3 clusters Score -2590540 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2590677.750000 Penalty: 5027.862305
	Iteration 34Q: 3 clusters Score -2590678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2590802.750000 Penalty: 5027.862305
	Iteration 35Q: 3 clusters Score -2590803 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2590909.750000 Penalty: 5027.862305
	Iteration 36Q: 3 clusters Score -2590910 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2591003.750000 Penalty: 5027.862305
	Iteration 37Q: 3 clusters Score -2591004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2591092.500000 Penalty: 5027.862305
	Iteration 38Q: 3 clusters Score -2591092 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2591157.500000 Penalty: 5027.862305
	Iteration 39Q: 3 clusters Score -2591158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2591226.750000 Penalty: 5027.862305
	Iteration 40F: 3 clusters Score -2591227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2591276.500000 Penalty: 5027.862305
	Iteration 41Q: 3 clusters Score -2591276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2591332.000000 Penalty: 5027.862305
	Iteration 42Q: 3 clusters Score -2591332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2591368.500000 Penalty: 5027.862305
	Iteration 43Q: 3 clusters Score -2591368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2591410.500000 Penalty: 5027.862305
	Iteration 44Q: 3 clusters Score -2591410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2591444.000000 Penalty: 5027.862305
	Iteration 45Q: 3 clusters Score -2591444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2591479.000000 Penalty: 5027.862305
	Iteration 46Q: 3 clusters Score -2591479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2591500.250000 Penalty: 5027.862305
	Iteration 47Q: 3 clusters Score -2591500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2591531.250000 Penalty: 5027.862305
	Iteration 48Q: 3 clusters Score -2591531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2591565.000000 Penalty: 5027.862305
	Iteration 49Q: 3 clusters Score -2591565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2591587.750000 Penalty: 5027.862305
	Iteration 50Q: 3 clusters Score -2591588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2591607.250000 Penalty: 5027.862305
	Iteration 51Q: 3 clusters Score -2591607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2591620.000000 Penalty: 5027.862305
	Iteration 52Q: 3 clusters Score -2591620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2591627.500000 Penalty: 5027.862305
	Iteration 53Q: 3 clusters Score -2591628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2591632.250000 Penalty: 5027.862305
	Iteration 54Q: 3 clusters Score -2591632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2591642.250000 Penalty: 5027.862305
	Iteration 55Q: 3 clusters Score -2591642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2591644.500000 Penalty: 5027.862305
	Iteration 56Q: 3 clusters Score -2591644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2591646.500000 Penalty: 5027.862305
	Iteration 57Q: 3 clusters Score -2591646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2591650.000000 Penalty: 5027.862305
	Iteration 58Q: 3 clusters Score -2591650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2591655.500000 Penalty: 5027.862305
	Iteration 59Q: 3 clusters Score -2591656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2591657.500000 Penalty: 5027.862305
	Iteration 60F: 3 clusters Score -2591658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2591656.250000 Penalty: 5027.862305
	Iteration 61Q: 3 clusters Score -2591656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2591658.500000 Penalty: 5027.862305
	Iteration 62Q: 3 clusters Score -2591658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2591658.500000 Penalty: 5027.862305
	Iteration 63F: 3 clusters Score -2591658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -1003829.437500 Penalty: 2280.818848
	Iteration 0F: 2 clusters Score -1003829 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 4931 members 
Entering Unmasked Estep 
Score: -996280.312500 Penalty: 4561.637695
	Iteration 0F: 3 clusters Score -996280.3 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -998411.625000 Penalty: 4561.637695
	Iteration 1F: 3 clusters Score -998411.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -998726.375000 Penalty: 4561.637695
	Iteration 2F: 3 clusters Score -998726.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -999007.750000 Penalty: 4561.637695
	Iteration 3F: 3 clusters Score -999007.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -999291.250000 Penalty: 4561.637695
	Iteration 4Q: 3 clusters Score -999291.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -999628.312500 Penalty: 4561.637695
	Iteration 5F: 3 clusters Score -999628.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1000045.125000 Penalty: 4561.637695
	Iteration 6F: 3 clusters Score -1000045 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1000451.312500 Penalty: 4561.637695
	Iteration 7F: 3 clusters Score -1000451 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1000796.187500 Penalty: 4561.637695
	Iteration 8F: 3 clusters Score -1000796 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1001060.187500 Penalty: 4561.637695
	Iteration 9Q: 3 clusters Score -1001060 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1001256.937500 Penalty: 4561.637695
	Iteration 10Q: 3 clusters Score -1001257 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1001391.812500 Penalty: 4561.637695
	Iteration 11Q: 3 clusters Score -1001392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1001475.437500 Penalty: 4561.637695
	Iteration 12Q: 3 clusters Score -1001475 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1001541.875000 Penalty: 4561.637695
	Iteration 13Q: 3 clusters Score -1001542 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1001587.187500 Penalty: 4561.637695
	Iteration 14Q: 3 clusters Score -1001587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1001622.937500 Penalty: 4561.637695
	Iteration 15Q: 3 clusters Score -1001623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1001651.875000 Penalty: 4561.637695
	Iteration 16Q: 3 clusters Score -1001652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1001675.187500 Penalty: 4561.637695
	Iteration 17Q: 3 clusters Score -1001675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1001696.687500 Penalty: 4561.637695
	Iteration 18Q: 3 clusters Score -1001697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1001716.687500 Penalty: 4561.637695
	Iteration 19Q: 3 clusters Score -1001717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1001733.937500 Penalty: 4561.637695
	Iteration 20F: 3 clusters Score -1001734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1001755.875000 Penalty: 4561.637695
	Iteration 21Q: 3 clusters Score -1001756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1001768.062500 Penalty: 4561.637695
	Iteration 22Q: 3 clusters Score -1001768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1001780.937500 Penalty: 4561.637695
	Iteration 23Q: 3 clusters Score -1001781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1001786.312500 Penalty: 4561.637695
	Iteration 24Q: 3 clusters Score -1001786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1001795.500000 Penalty: 4561.637695
	Iteration 25Q: 3 clusters Score -1001796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1001800.437500 Penalty: 4561.637695
	Iteration 26Q: 3 clusters Score -1001800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1001805.937500 Penalty: 4561.637695
	Iteration 27Q: 3 clusters Score -1001806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1001812.250000 Penalty: 4561.637695
	Iteration 28Q: 3 clusters Score -1001812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1001818.812500 Penalty: 4561.637695
	Iteration 29Q: 3 clusters Score -1001819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1001825.250000 Penalty: 4561.637695
	Iteration 30Q: 3 clusters Score -1001825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1001826.250000 Penalty: 4561.637695
	Iteration 31Q: 3 clusters Score -1001826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1001829.125000 Penalty: 4561.637695
	Iteration 32Q: 3 clusters Score -1001829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1001833.187500 Penalty: 4561.637695
	Iteration 33Q: 3 clusters Score -1001833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1001833.687500 Penalty: 4561.637695
	Iteration 34Q: 3 clusters Score -1001834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1001834.187500 Penalty: 4561.637695
	Iteration 35Q: 3 clusters Score -1001834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1001836.312500 Penalty: 4561.637695
	Iteration 36Q: 3 clusters Score -1001836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1001835.625000 Penalty: 4561.637695
	Iteration 37Q: 3 clusters Score -1001836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1001835.625000 Penalty: 4561.637695
	Iteration 38F: 3 clusters Score -1001836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Entering Unmasked Estep 
Score: -1396883.625000 Penalty: 2398.091797
	Iteration 0F: 2 clusters Score -1396884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1385633.000000 Penalty: 4796.183594
	Iteration 0F: 3 clusters Score -1385633 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1389928.000000 Penalty: 4796.183594
	Iteration 1F: 3 clusters Score -1389928 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1390994.000000 Penalty: 4796.183594
	Iteration 2F: 3 clusters Score -1390994 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1392093.875000 Penalty: 4796.183594
	Iteration 3F: 3 clusters Score -1392094 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1392967.375000 Penalty: 4796.183594
	Iteration 4F: 3 clusters Score -1392967 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1393586.000000 Penalty: 4796.183594
	Iteration 5F: 3 clusters Score -1393586 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1394005.000000 Penalty: 4796.183594
	Iteration 6Q: 3 clusters Score -1394005 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1394285.000000 Penalty: 4796.183594
	Iteration 7Q: 3 clusters Score -1394285 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1394456.875000 Penalty: 4796.183594
	Iteration 8Q: 3 clusters Score -1394457 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1394557.000000 Penalty: 4796.183594
	Iteration 9Q: 3 clusters Score -1394557 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1394621.000000 Penalty: 4796.183594
	Iteration 10Q: 3 clusters Score -1394621 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1394672.500000 Penalty: 4796.183594
	Iteration 11Q: 3 clusters Score -1394672 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1394709.875000 Penalty: 4796.183594
	Iteration 12Q: 3 clusters Score -1394710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1394726.250000 Penalty: 4796.183594
	Iteration 13Q: 3 clusters Score -1394726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1394742.625000 Penalty: 4796.183594
	Iteration 14Q: 3 clusters Score -1394743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1394756.375000 Penalty: 4796.183594
	Iteration 15Q: 3 clusters Score -1394756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1394776.625000 Penalty: 4796.183594
	Iteration 16Q: 3 clusters Score -1394777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1394788.125000 Penalty: 4796.183594
	Iteration 17Q: 3 clusters Score -1394788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1394799.250000 Penalty: 4796.183594
	Iteration 18Q: 3 clusters Score -1394799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1394798.625000 Penalty: 4796.183594
	Iteration 19Q: 3 clusters Score -1394799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1394805.500000 Penalty: 4796.183594
	Iteration 20F: 3 clusters Score -1394806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1394810.500000 Penalty: 4796.183594
	Iteration 21Q: 3 clusters Score -1394810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1394806.750000 Penalty: 4796.183594
	Iteration 22Q: 3 clusters Score -1394807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1394816.125000 Penalty: 4796.183594
	Iteration 23Q: 3 clusters Score -1394816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1394824.625000 Penalty: 4796.183594
	Iteration 24Q: 3 clusters Score -1394825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1394817.375000 Penalty: 4796.183594
	Iteration 25Q: 3 clusters Score -1394817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1394817.875000 Penalty: 4796.183594
	Iteration 26Q: 3 clusters Score -1394818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1394819.750000 Penalty: 4796.183594
	Iteration 27Q: 3 clusters Score -1394820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1394826.875000 Penalty: 4796.183594
	Iteration 28Q: 3 clusters Score -1394827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1394824.625000 Penalty: 4796.183594
	Iteration 29Q: 3 clusters Score -1394825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1394831.125000 Penalty: 4796.183594
	Iteration 30Q: 3 clusters Score -1394831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1394835.250000 Penalty: 4796.183594
	Iteration 31Q: 3 clusters Score -1394835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1394835.125000 Penalty: 4796.183594
	Iteration 32Q: 3 clusters Score -1394835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1394841.250000 Penalty: 4796.183594
	Iteration 33Q: 3 clusters Score -1394841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1394837.500000 Penalty: 4796.183594
	Iteration 34Q: 3 clusters Score -1394838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1394839.625000 Penalty: 4796.183594
	Iteration 35Q: 3 clusters Score -1394840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1394842.000000 Penalty: 4796.183594
	Iteration 36Q: 3 clusters Score -1394842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1394842.750000 Penalty: 4796.183594
	Iteration 37Q: 3 clusters Score -1394843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1394844.500000 Penalty: 4796.183594
	Iteration 38Q: 3 clusters Score -1394844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1394849.875000 Penalty: 4796.183594
	Iteration 39Q: 3 clusters Score -1394850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1394857.750000 Penalty: 4796.183594
	Iteration 40F: 3 clusters Score -1394858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1394858.750000 Penalty: 4796.183594
	Iteration 41Q: 3 clusters Score -1394859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1394865.250000 Penalty: 4796.183594
	Iteration 42Q: 3 clusters Score -1394865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1394868.625000 Penalty: 4796.183594
	Iteration 43Q: 3 clusters Score -1394869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1394871.750000 Penalty: 4796.183594
	Iteration 44Q: 3 clusters Score -1394872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1394877.625000 Penalty: 4796.183594
	Iteration 45Q: 3 clusters Score -1394878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1394882.375000 Penalty: 4796.183594
	Iteration 46Q: 3 clusters Score -1394882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1394886.875000 Penalty: 4796.183594
	Iteration 47Q: 3 clusters Score -1394887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1394895.250000 Penalty: 4796.183594
	Iteration 48Q: 3 clusters Score -1394895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1394895.125000 Penalty: 4796.183594
	Iteration 49Q: 3 clusters Score -1394895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1394902.250000 Penalty: 4796.183594
	Iteration 50Q: 3 clusters Score -1394902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1394904.250000 Penalty: 4796.183594
	Iteration 51Q: 3 clusters Score -1394904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1394911.500000 Penalty: 4796.183594
	Iteration 52Q: 3 clusters Score -1394912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1394914.250000 Penalty: 4796.183594
	Iteration 53Q: 3 clusters Score -1394914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1394921.000000 Penalty: 4796.183594
	Iteration 54Q: 3 clusters Score -1394921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1394926.875000 Penalty: 4796.183594
	Iteration 55Q: 3 clusters Score -1394927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1394931.875000 Penalty: 4796.183594
	Iteration 56Q: 3 clusters Score -1394932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1394942.625000 Penalty: 4796.183594
	Iteration 57Q: 3 clusters Score -1394943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1394955.750000 Penalty: 4796.183594
	Iteration 58Q: 3 clusters Score -1394956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1394961.000000 Penalty: 4796.183594
	Iteration 59Q: 3 clusters Score -1394961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1394970.625000 Penalty: 4796.183594
	Iteration 60F: 3 clusters Score -1394971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1394980.875000 Penalty: 4796.183594
	Iteration 61Q: 3 clusters Score -1394981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1394993.750000 Penalty: 4796.183594
	Iteration 62Q: 3 clusters Score -1394994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1394999.750000 Penalty: 4796.183594
	Iteration 63Q: 3 clusters Score -1395000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1395007.250000 Penalty: 4796.183594
	Iteration 64Q: 3 clusters Score -1395007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1395016.375000 Penalty: 4796.183594
	Iteration 65Q: 3 clusters Score -1395016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1395027.875000 Penalty: 4796.183594
	Iteration 66Q: 3 clusters Score -1395028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1395038.875000 Penalty: 4796.183594
	Iteration 67Q: 3 clusters Score -1395039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1395044.875000 Penalty: 4796.183594
	Iteration 68Q: 3 clusters Score -1395045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1395065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1395084 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1395125 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1395144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1395156 nChanged 67
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1395170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1395184 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1395206 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1395223 nChanged 84
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Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1395244 nChanged 76
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Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1395258 nChanged 66
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Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1395296 nChanged 74
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Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1395310 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1395329 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1395370 nChanged 66
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Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1395390 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1395405 nChanged 72
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Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1395453 nChanged 48
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Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1395464 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1395484 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1395499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1395514 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1395529 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1395543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1395554 nChanged 52
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Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1395565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1395578 nChanged 57
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Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1395594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1395616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1395630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1395648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1395665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1395684 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1395690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1395710 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1395723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1395732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1395748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1395759 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1395784 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1395800 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1395828 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1395844 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1395862 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1395875 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3058 members 
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	Iteration 120F: 3 clusters Score -1395886 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1395896 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1395903 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1395912 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1395922 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1395932 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1395939 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1395944 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1395950 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13039 members 
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	Iteration 129Q: 3 clusters Score -1395958 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2763 members 
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	Iteration 130Q: 3 clusters Score -1395965 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2736 members 
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	Iteration 131Q: 3 clusters Score -1395977 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2714 members 
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	Iteration 132Q: 3 clusters Score -1395980 nChanged 23
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Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2691 members 
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	Iteration 133Q: 3 clusters Score -1395983 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2667 members 
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	Iteration 134Q: 3 clusters Score -1395993 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2649 members 
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	Iteration 135Q: 3 clusters Score -1395995 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2638 members 
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	Iteration 136Q: 3 clusters Score -1396000 nChanged 18
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Mstep: Class 1 contains 13209 members 
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	Iteration 137Q: 3 clusters Score -1395999 nChanged 13
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Mstep: Class 1 contains 13222 members 
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	Iteration 138Q: 3 clusters Score -1396000 nChanged 10
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Mstep: Class 1 contains 13232 members 
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	Iteration 139Q: 3 clusters Score -1396005 nChanged 9
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Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2590 members 
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	Iteration 140F: 3 clusters Score -1396008 nChanged 9
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Mstep: Class 1 contains 13248 members 
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	Iteration 141Q: 3 clusters Score -1396010 nChanged 6
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Mstep: Class 1 contains 13254 members 
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	Iteration 142Q: 3 clusters Score -1396011 nChanged 5
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Mstep: Class 1 contains 13259 members 
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	Iteration 143Q: 3 clusters Score -1396014 nChanged 3
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Mstep: Class 1 contains 13262 members 
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	Iteration 144Q: 3 clusters Score -1396016 nChanged 7
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Mstep: Class 1 contains 13269 members 
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	Iteration 145Q: 3 clusters Score -1396017 nChanged 5
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Mstep: Class 1 contains 13274 members 
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	Iteration 146Q: 3 clusters Score -1396015 nChanged 5
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Mstep: Class 1 contains 13279 members 
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	Iteration 147Q: 3 clusters Score -1396013 nChanged 5
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	Iteration 148Q: 3 clusters Score -1396016 nChanged 2
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	Iteration 149Q: 3 clusters Score -1396016 nChanged 1
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	Iteration 150Q: 3 clusters Score -1396014 nChanged 1
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	Iteration 151Q: 3 clusters Score -1396016 nChanged 2
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Mstep: Class 1 contains 13288 members 
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	Iteration 152Q: 3 clusters Score -1396017 nChanged 3
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Mstep: Class 1 contains 13291 members 
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	Iteration 153Q: 3 clusters Score -1396015 nChanged 5
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	Iteration 154Q: 3 clusters Score -1396013 nChanged 5
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	Iteration 155Q: 3 clusters Score -1396015 nChanged 5
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	Iteration 156Q: 3 clusters Score -1396017 nChanged 6
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	Iteration 157Q: 3 clusters Score -1396019 nChanged 9
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	Iteration 158Q: 3 clusters Score -1396020 nChanged 8
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	Iteration 159Q: 3 clusters Score -1396024 nChanged 8
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	Iteration 160F: 3 clusters Score -1396028 nChanged 4
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	Iteration 161Q: 3 clusters Score -1396027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1396026.875000 Penalty: 4796.183594
	Iteration 162Q: 3 clusters Score -1396027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1396027.875000 Penalty: 4796.183594
	Iteration 163Q: 3 clusters Score -1396028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1396028.625000 Penalty: 4796.183594
	Iteration 164Q: 3 clusters Score -1396029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1396026.000000 Penalty: 4796.183594
	Iteration 165Q: 3 clusters Score -1396026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1396028.125000 Penalty: 4796.183594
	Iteration 166Q: 3 clusters Score -1396028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1396028.125000 Penalty: 4796.183594
	Iteration 167F: 3 clusters Score -1396028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -157754.156250 Penalty: 1869.150513
	Iteration 0F: 2 clusters Score -157754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -155225.859375 Penalty: 3738.301025
	Iteration 0F: 3 clusters Score -155225.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155747.328125 Penalty: 3738.301025
	Iteration 1F: 3 clusters Score -155747.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155911.859375 Penalty: 3738.301025
	Iteration 2F: 3 clusters Score -155911.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -156006.359375 Penalty: 3738.301025
	Iteration 3Q: 3 clusters Score -156006.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -156070.171875 Penalty: 3738.301025
	Iteration 4Q: 3 clusters Score -156070.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -156121.625000 Penalty: 3738.301025
	Iteration 5Q: 3 clusters Score -156121.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -156175.250000 Penalty: 3738.301025
	Iteration 6Q: 3 clusters Score -156175.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156213.468750 Penalty: 3738.301025
	Iteration 7Q: 3 clusters Score -156213.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -156241.890625 Penalty: 3738.301025
	Iteration 8Q: 3 clusters Score -156241.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -156262.093750 Penalty: 3738.301025
	Iteration 9Q: 3 clusters Score -156262.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156299.000000 Penalty: 3738.301025
	Iteration 10Q: 3 clusters Score -156299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156342.906250 Penalty: 3738.301025
	Iteration 11Q: 3 clusters Score -156342.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156385.671875 Penalty: 3738.301025
	Iteration 12Q: 3 clusters Score -156385.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156431.093750 Penalty: 3738.301025
	Iteration 13Q: 3 clusters Score -156431.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156465.328125 Penalty: 3738.301025
	Iteration 14Q: 3 clusters Score -156465.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156483.093750 Penalty: 3738.301025
	Iteration 15Q: 3 clusters Score -156483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -156494.843750 Penalty: 3738.301025
	Iteration 16Q: 3 clusters Score -156494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156503.187500 Penalty: 3738.301025
	Iteration 17Q: 3 clusters Score -156503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156511.296875 Penalty: 3738.301025
	Iteration 18Q: 3 clusters Score -156511.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156520.171875 Penalty: 3738.301025
	Iteration 19Q: 3 clusters Score -156520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156532.093750 Penalty: 3738.301025
	Iteration 20F: 3 clusters Score -156532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156541.546875 Penalty: 3738.301025
	Iteration 21Q: 3 clusters Score -156541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -156554.062500 Penalty: 3738.301025
	Iteration 22Q: 3 clusters Score -156554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156560.484375 Penalty: 3738.301025
	Iteration 23Q: 3 clusters Score -156560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156565.328125 Penalty: 3738.301025
	Iteration 24Q: 3 clusters Score -156565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156572.046875 Penalty: 3738.301025
	Iteration 25Q: 3 clusters Score -156572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156578.890625 Penalty: 3738.301025
	Iteration 26Q: 3 clusters Score -156578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156587.921875 Penalty: 3738.301025
	Iteration 27Q: 3 clusters Score -156587.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156597.843750 Penalty: 3738.301025
	Iteration 28Q: 3 clusters Score -156597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156611.203125 Penalty: 3738.301025
	Iteration 29Q: 3 clusters Score -156611.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156625.140625 Penalty: 3738.301025
	Iteration 30Q: 3 clusters Score -156625.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156640.984375 Penalty: 3738.301025
	Iteration 31Q: 3 clusters Score -156641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156658.984375 Penalty: 3738.301025
	Iteration 32Q: 3 clusters Score -156659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156677.859375 Penalty: 3738.301025
	Iteration 33Q: 3 clusters Score -156677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156687.093750 Penalty: 3738.301025
	Iteration 34Q: 3 clusters Score -156687.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156696.375000 Penalty: 3738.301025
	Iteration 35Q: 3 clusters Score -156696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156703.859375 Penalty: 3738.301025
	Iteration 36Q: 3 clusters Score -156703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -156712.562500 Penalty: 3738.301025
	Iteration 37Q: 3 clusters Score -156712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -156717.828125 Penalty: 3738.301025
	Iteration 38Q: 3 clusters Score -156717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156720.015625 Penalty: 3738.301025
	Iteration 39Q: 3 clusters Score -156720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -156720.281250 Penalty: 3738.301025
	Iteration 40F: 3 clusters Score -156720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156722.484375 Penalty: 3738.301025
	Iteration 41Q: 3 clusters Score -156722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -156727.718750 Penalty: 3738.301025
	Iteration 42Q: 3 clusters Score -156727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -156730.687500 Penalty: 3738.301025
	Iteration 43Q: 3 clusters Score -156730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -156734.875000 Penalty: 3738.301025
	Iteration 44Q: 3 clusters Score -156734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -156735.640625 Penalty: 3738.301025
	Iteration 45Q: 3 clusters Score -156735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156736.296875 Penalty: 3738.301025
	Iteration 46Q: 3 clusters Score -156736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156736.296875 Penalty: 3738.301025
	Iteration 47F: 3 clusters Score -156736.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -196742.312500 Penalty: 1903.765503
	Iteration 0F: 2 clusters Score -196742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -193982.656250 Penalty: 3807.531006
	Iteration 0F: 3 clusters Score -193982.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -194526.656250 Penalty: 3807.531006
	Iteration 1F: 3 clusters Score -194526.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -194704.312500 Penalty: 3807.531006
	Iteration 2F: 3 clusters Score -194704.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194851.718750 Penalty: 3807.531006
	Iteration 3F: 3 clusters Score -194851.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -194967.828125 Penalty: 3807.531006
	Iteration 4Q: 3 clusters Score -194967.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -195091.171875 Penalty: 3807.531006
	Iteration 5Q: 3 clusters Score -195091.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -195267.437500 Penalty: 3807.531006
	Iteration 6Q: 3 clusters Score -195267.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -195526.171875 Penalty: 3807.531006
	Iteration 7F: 3 clusters Score -195526.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -195875.390625 Penalty: 3807.531006
	Iteration 8F: 3 clusters Score -195875.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196270.921875 Penalty: 3807.531006
	Iteration 9F: 3 clusters Score -196270.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -196513.625000 Penalty: 3807.531006
	Iteration 10F: 3 clusters Score -196513.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -196647.265625 Penalty: 3807.531006
	Iteration 11Q: 3 clusters Score -196647.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -196726.890625 Penalty: 3807.531006
	Iteration 12Q: 3 clusters Score -196726.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -196752.640625 Penalty: 3807.531006
	Iteration 13Q: 3 clusters Score -196752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -196767.218750 Penalty: 3807.531006
	Iteration 14Q: 3 clusters Score -196767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -196788.265625 Penalty: 3807.531006
	Iteration 15Q: 3 clusters Score -196788.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -196802.484375 Penalty: 3807.531006
	Iteration 16Q: 3 clusters Score -196802.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -196811.406250 Penalty: 3807.531006
	Iteration 17Q: 3 clusters Score -196811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -196824.546875 Penalty: 3807.531006
	Iteration 18Q: 3 clusters Score -196824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -196832.921875 Penalty: 3807.531006
	Iteration 19Q: 3 clusters Score -196832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -196837.843750 Penalty: 3807.531006
	Iteration 20F: 3 clusters Score -196837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -196839.140625 Penalty: 3807.531006
	Iteration 21Q: 3 clusters Score -196839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -196839.734375 Penalty: 3807.531006
	Iteration 22Q: 3 clusters Score -196839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -196839.734375 Penalty: 3807.531006
	Iteration 23F: 3 clusters Score -196839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 62272 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15831 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 39078 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 96977 members 
Mstep: Class 30 contains 10350 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 3907 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10335 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 19248 members 
Mstep: Class 41 contains 1416 members 
Entering Unmasked Estep 
Score: -58939172.000000 Penalty: 135718.187500
Splitting cluster 22 changes total score from -58940388.000000 to -58939172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (17016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Entering Unmasked Estep 
Score: -1576085.750000 Penalty: 2415.993408
	Iteration 0F: 2 clusters Score -1576086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1563913.375000 Penalty: 4831.986816
	Iteration 0F: 3 clusters Score -1563913 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1568183.125000 Penalty: 4831.986816
	Iteration 1F: 3 clusters Score -1568183 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1568862.625000 Penalty: 4831.986816
	Iteration 2F: 3 clusters Score -1568863 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1569502.750000 Penalty: 4831.986816
	Iteration 3F: 3 clusters Score -1569503 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1570197.125000 Penalty: 4831.986816
	Iteration 4F: 3 clusters Score -1570197 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1571048.375000 Penalty: 4831.986816
	Iteration 5F: 3 clusters Score -1571048 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1571901.875000 Penalty: 4831.986816
	Iteration 6F: 3 clusters Score -1571902 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1572618.875000 Penalty: 4831.986816
	Iteration 7F: 3 clusters Score -1572619 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1573227.250000 Penalty: 4831.986816
	Iteration 8Q: 3 clusters Score -1573227 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1573718.250000 Penalty: 4831.986816
	Iteration 9Q: 3 clusters Score -1573718 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1574104.125000 Penalty: 4831.986816
	Iteration 10Q: 3 clusters Score -1574104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1574345.250000 Penalty: 4831.986816
	Iteration 11Q: 3 clusters Score -1574345 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1574502.500000 Penalty: 4831.986816
	Iteration 12Q: 3 clusters Score -1574502 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1574616.250000 Penalty: 4831.986816
	Iteration 13Q: 3 clusters Score -1574616 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1574716.750000 Penalty: 4831.986816
	Iteration 14Q: 3 clusters Score -1574717 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1574772.500000 Penalty: 4831.986816
	Iteration 15Q: 3 clusters Score -1574772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1574816.125000 Penalty: 4831.986816
	Iteration 16Q: 3 clusters Score -1574816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1574850.375000 Penalty: 4831.986816
	Iteration 17Q: 3 clusters Score -1574850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1574877.750000 Penalty: 4831.986816
	Iteration 18Q: 3 clusters Score -1574878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1574893.375000 Penalty: 4831.986816
	Iteration 19Q: 3 clusters Score -1574893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1574904.625000 Penalty: 4831.986816
	Iteration 20F: 3 clusters Score -1574905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1574919.875000 Penalty: 4831.986816
	Iteration 21Q: 3 clusters Score -1574920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1574934.750000 Penalty: 4831.986816
	Iteration 22Q: 3 clusters Score -1574935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1574946.500000 Penalty: 4831.986816
	Iteration 23Q: 3 clusters Score -1574946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1574953.750000 Penalty: 4831.986816
	Iteration 24Q: 3 clusters Score -1574954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1574965.125000 Penalty: 4831.986816
	Iteration 25Q: 3 clusters Score -1574965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1574981.375000 Penalty: 4831.986816
	Iteration 26Q: 3 clusters Score -1574981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1574989.875000 Penalty: 4831.986816
	Iteration 27Q: 3 clusters Score -1574990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1575000.125000 Penalty: 4831.986816
	Iteration 28Q: 3 clusters Score -1575000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1575004.875000 Penalty: 4831.986816
	Iteration 29Q: 3 clusters Score -1575005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1575008.500000 Penalty: 4831.986816
	Iteration 30Q: 3 clusters Score -1575008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1575012.750000 Penalty: 4831.986816
	Iteration 31Q: 3 clusters Score -1575013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1575012.125000 Penalty: 4831.986816
	Iteration 32Q: 3 clusters Score -1575012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1575018.500000 Penalty: 4831.986816
	Iteration 33Q: 3 clusters Score -1575018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1575027.125000 Penalty: 4831.986816
	Iteration 34Q: 3 clusters Score -1575027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1575031.250000 Penalty: 4831.986816
	Iteration 35Q: 3 clusters Score -1575031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1575032.125000 Penalty: 4831.986816
	Iteration 36Q: 3 clusters Score -1575032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1575039.500000 Penalty: 4831.986816
	Iteration 37Q: 3 clusters Score -1575040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1575038.750000 Penalty: 4831.986816
	Iteration 38Q: 3 clusters Score -1575039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1575044.000000 Penalty: 4831.986816
	Iteration 39Q: 3 clusters Score -1575044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1575044.125000 Penalty: 4831.986816
	Iteration 40F: 3 clusters Score -1575044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1575039.250000 Penalty: 4831.986816
	Iteration 41Q: 3 clusters Score -1575039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1575044.250000 Penalty: 4831.986816
	Iteration 42Q: 3 clusters Score -1575044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1575043.375000 Penalty: 4831.986816
	Iteration 43Q: 3 clusters Score -1575043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1575043.125000 Penalty: 4831.986816
	Iteration 44Q: 3 clusters Score -1575043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1575042.375000 Penalty: 4831.986816
	Iteration 45Q: 3 clusters Score -1575042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1575042.125000 Penalty: 4831.986816
	Iteration 46Q: 3 clusters Score -1575042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1575043.875000 Penalty: 4831.986816
	Iteration 47Q: 3 clusters Score -1575044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1575043.875000 Penalty: 4831.986816
	Iteration 48F: 3 clusters Score -1575044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -467248.312500 Penalty: 2119.883301
	Iteration 0F: 2 clusters Score -467248.3 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 2618 members 
Entering Unmasked Estep 
Score: -462659.187500 Penalty: 4239.766602
	Iteration 0F: 3 clusters Score -462659.2 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -464142.531250 Penalty: 4239.766602
	Iteration 1F: 3 clusters Score -464142.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -464824.031250 Penalty: 4239.766602
	Iteration 2F: 3 clusters Score -464824 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -465300.937500 Penalty: 4239.766602
	Iteration 3F: 3 clusters Score -465300.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -465716.062500 Penalty: 4239.766602
	Iteration 4F: 3 clusters Score -465716.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -466047.031250 Penalty: 4239.766602
	Iteration 5F: 3 clusters Score -466047 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -466274.625000 Penalty: 4239.766602
	Iteration 6Q: 3 clusters Score -466274.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -466413.875000 Penalty: 4239.766602
	Iteration 7Q: 3 clusters Score -466413.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -466527.468750 Penalty: 4239.766602
	Iteration 8Q: 3 clusters Score -466527.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -466601.281250 Penalty: 4239.766602
	Iteration 9Q: 3 clusters Score -466601.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -466645.437500 Penalty: 4239.766602
	Iteration 10Q: 3 clusters Score -466645.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -466681.000000 Penalty: 4239.766602
	Iteration 11Q: 3 clusters Score -466681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -466699.937500 Penalty: 4239.766602
	Iteration 12Q: 3 clusters Score -466699.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -466718.906250 Penalty: 4239.766602
	Iteration 13Q: 3 clusters Score -466718.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -466729.281250 Penalty: 4239.766602
	Iteration 14Q: 3 clusters Score -466729.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -466736.250000 Penalty: 4239.766602
	Iteration 15Q: 3 clusters Score -466736.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -466744.156250 Penalty: 4239.766602
	Iteration 16Q: 3 clusters Score -466744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -466751.843750 Penalty: 4239.766602
	Iteration 17Q: 3 clusters Score -466751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -466756.781250 Penalty: 4239.766602
	Iteration 18Q: 3 clusters Score -466756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -466757.281250 Penalty: 4239.766602
	Iteration 19Q: 3 clusters Score -466757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -466758.812500 Penalty: 4239.766602
	Iteration 20F: 3 clusters Score -466758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -466761.000000 Penalty: 4239.766602
	Iteration 21Q: 3 clusters Score -466761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -466764.125000 Penalty: 4239.766602
	Iteration 22Q: 3 clusters Score -466764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -466765.375000 Penalty: 4239.766602
	Iteration 23Q: 3 clusters Score -466765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -466767.062500 Penalty: 4239.766602
	Iteration 24Q: 3 clusters Score -466767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -466768.593750 Penalty: 4239.766602
	Iteration 25Q: 3 clusters Score -466768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -466769.250000 Penalty: 4239.766602
	Iteration 26Q: 3 clusters Score -466769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -466770.375000 Penalty: 4239.766602
	Iteration 27Q: 3 clusters Score -466770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -466770.937500 Penalty: 4239.766602
	Iteration 28Q: 3 clusters Score -466770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -466772.781250 Penalty: 4239.766602
	Iteration 29Q: 3 clusters Score -466772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -466774.062500 Penalty: 4239.766602
	Iteration 30Q: 3 clusters Score -466774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -466776.687500 Penalty: 4239.766602
	Iteration 31Q: 3 clusters Score -466776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -466780.093750 Penalty: 4239.766602
	Iteration 32Q: 3 clusters Score -466780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -466782.343750 Penalty: 4239.766602
	Iteration 33Q: 3 clusters Score -466782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -466785.812500 Penalty: 4239.766602
	Iteration 34Q: 3 clusters Score -466785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -466787.281250 Penalty: 4239.766602
	Iteration 35Q: 3 clusters Score -466787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -466790.125000 Penalty: 4239.766602
	Iteration 36Q: 3 clusters Score -466790.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -466793.843750 Penalty: 4239.766602
	Iteration 37Q: 3 clusters Score -466793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -466797.906250 Penalty: 4239.766602
	Iteration 38Q: 3 clusters Score -466797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -466798.250000 Penalty: 4239.766602
	Iteration 39Q: 3 clusters Score -466798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -466799.812500 Penalty: 4239.766602
	Iteration 40F: 3 clusters Score -466799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -466800.500000 Penalty: 4239.766602
	Iteration 41Q: 3 clusters Score -466800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -466801.218750 Penalty: 4239.766602
	Iteration 42Q: 3 clusters Score -466801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -466800.937500 Penalty: 4239.766602
	Iteration 43Q: 3 clusters Score -466800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -466801.250000 Penalty: 4239.766602
	Iteration 44Q: 3 clusters Score -466801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -466801.250000 Penalty: 4239.766602
	Iteration 45F: 3 clusters Score -466801.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Entering Unmasked Estep 
Score: -3839024.750000 Penalty: 2622.182129
	Iteration 0F: 2 clusters Score -3839025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3812549.750000 Penalty: 5244.364258
	Iteration 0F: 3 clusters Score -3812550 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3822531.000000 Penalty: 5244.364258
	Iteration 1F: 3 clusters Score -3822531 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3823435.750000 Penalty: 5244.364258
	Iteration 2F: 3 clusters Score -3823436 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3824542.250000 Penalty: 5244.364258
	Iteration 3F: 3 clusters Score -3824542 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3826068.500000 Penalty: 5244.364258
	Iteration 4F: 3 clusters Score -3826068 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3828321.750000 Penalty: 5244.364258
	Iteration 5F: 3 clusters Score -3828322 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3831704.000000 Penalty: 5244.364258
	Iteration 6F: 3 clusters Score -3831704 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3836293.250000 Penalty: 5244.364258
	Iteration 7F: 3 clusters Score -3836293 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3840282.250000 Penalty: 5244.364258
	Iteration 8F: 3 clusters Score -3840282 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3842712.000000 Penalty: 5244.364258
	Iteration 9F: 3 clusters Score -3842712 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3843947.250000 Penalty: 5244.364258
	Iteration 10Q: 3 clusters Score -3843947 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3844690.000000 Penalty: 5244.364258
	Iteration 11Q: 3 clusters Score -3844690 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3845215.750000 Penalty: 5244.364258
	Iteration 12Q: 3 clusters Score -3845216 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3845499.250000 Penalty: 5244.364258
	Iteration 13Q: 3 clusters Score -3845499 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3845721.500000 Penalty: 5244.364258
	Iteration 14Q: 3 clusters Score -3845722 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3845906.250000 Penalty: 5244.364258
	Iteration 15Q: 3 clusters Score -3845906 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3846071.750000 Penalty: 5244.364258
	Iteration 16Q: 3 clusters Score -3846072 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3846146.000000 Penalty: 5244.364258
	Iteration 17Q: 3 clusters Score -3846146 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3846198.750000 Penalty: 5244.364258
	Iteration 18Q: 3 clusters Score -3846199 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3846239.750000 Penalty: 5244.364258
	Iteration 19Q: 3 clusters Score -3846240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3846261.250000 Penalty: 5244.364258
	Iteration 20F: 3 clusters Score -3846261 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3846278.250000 Penalty: 5244.364258
	Iteration 21Q: 3 clusters Score -3846278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3846278.500000 Penalty: 5244.364258
	Iteration 22Q: 3 clusters Score -3846278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3846291.250000 Penalty: 5244.364258
	Iteration 23Q: 3 clusters Score -3846291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3846306.250000 Penalty: 5244.364258
	Iteration 24Q: 3 clusters Score -3846306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3846320.750000 Penalty: 5244.364258
	Iteration 25Q: 3 clusters Score -3846321 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3846331.750000 Penalty: 5244.364258
	Iteration 26Q: 3 clusters Score -3846332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3846340.750000 Penalty: 5244.364258
	Iteration 27Q: 3 clusters Score -3846341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3846332.750000 Penalty: 5244.364258
	Iteration 28Q: 3 clusters Score -3846333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3846331.500000 Penalty: 5244.364258
	Iteration 29Q: 3 clusters Score -3846332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3846345.250000 Penalty: 5244.364258
	Iteration 30Q: 3 clusters Score -3846345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3846348.750000 Penalty: 5244.364258
	Iteration 31Q: 3 clusters Score -3846349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3846362.750000 Penalty: 5244.364258
	Iteration 32Q: 3 clusters Score -3846363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3846367.250000 Penalty: 5244.364258
	Iteration 33Q: 3 clusters Score -3846367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3846373.500000 Penalty: 5244.364258
	Iteration 34Q: 3 clusters Score -3846374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3846376.000000 Penalty: 5244.364258
	Iteration 35Q: 3 clusters Score -3846376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3846371.500000 Penalty: 5244.364258
	Iteration 36Q: 3 clusters Score -3846372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3846373.500000 Penalty: 5244.364258
	Iteration 37Q: 3 clusters Score -3846374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3846371.000000 Penalty: 5244.364258
	Iteration 38Q: 3 clusters Score -3846371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3846378.750000 Penalty: 5244.364258
	Iteration 39Q: 3 clusters Score -3846379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3846386.000000 Penalty: 5244.364258
	Iteration 40F: 3 clusters Score -3846386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3846379.750000 Penalty: 5244.364258
	Iteration 41Q: 3 clusters Score -3846380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3846386.250000 Penalty: 5244.364258
	Iteration 42Q: 3 clusters Score -3846386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3846387.000000 Penalty: 5244.364258
	Iteration 43Q: 3 clusters Score -3846387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3846386.500000 Penalty: 5244.364258
	Iteration 44Q: 3 clusters Score -3846386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3846386.250000 Penalty: 5244.364258
	Iteration 45Q: 3 clusters Score -3846386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3846393.250000 Penalty: 5244.364258
	Iteration 46Q: 3 clusters Score -3846393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3846384.500000 Penalty: 5244.364258
	Iteration 47Q: 3 clusters Score -3846384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3846388.500000 Penalty: 5244.364258
	Iteration 48Q: 3 clusters Score -3846388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3846383.250000 Penalty: 5244.364258
	Iteration 49Q: 3 clusters Score -3846383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3846388.000000 Penalty: 5244.364258
	Iteration 50Q: 3 clusters Score -3846388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3846388.750000 Penalty: 5244.364258
	Iteration 51Q: 3 clusters Score -3846389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3846392.000000 Penalty: 5244.364258
	Iteration 52Q: 3 clusters Score -3846392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3846390.250000 Penalty: 5244.364258
	Iteration 53Q: 3 clusters Score -3846390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3846382.250000 Penalty: 5244.364258
	Iteration 54Q: 3 clusters Score -3846382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3846387.750000 Penalty: 5244.364258
	Iteration 55Q: 3 clusters Score -3846388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3846387.250000 Penalty: 5244.364258
	Iteration 56Q: 3 clusters Score -3846387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3846391.000000 Penalty: 5244.364258
	Iteration 57Q: 3 clusters Score -3846391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3846391.000000 Penalty: 5244.364258
	Iteration 58Q: 3 clusters Score -3846391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3846388.000000 Penalty: 5244.364258
	Iteration 59Q: 3 clusters Score -3846388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3846391.250000 Penalty: 5244.364258
	Iteration 60F: 3 clusters Score -3846391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3846393.500000 Penalty: 5244.364258
	Iteration 61Q: 3 clusters Score -3846394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3846395.250000 Penalty: 5244.364258
	Iteration 62Q: 3 clusters Score -3846395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3846394.000000 Penalty: 5244.364258
	Iteration 63Q: 3 clusters Score -3846394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3846394.750000 Penalty: 5244.364258
	Iteration 64Q: 3 clusters Score -3846395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3846395.500000 Penalty: 5244.364258
	Iteration 65Q: 3 clusters Score -3846396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3846396.250000 Penalty: 5244.364258
	Iteration 66Q: 3 clusters Score -3846396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3846396.250000 Penalty: 5244.364258
	Iteration 67Q: 3 clusters Score -3846396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3846398.000000 Penalty: 5244.364258
	Iteration 68Q: 3 clusters Score -3846398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3846397.000000 Penalty: 5244.364258
	Iteration 69Q: 3 clusters Score -3846397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3846395.750000 Penalty: 5244.364258
	Iteration 70Q: 3 clusters Score -3846396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3846393.750000 Penalty: 5244.364258
	Iteration 71Q: 3 clusters Score -3846394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3846391.250000 Penalty: 5244.364258
	Iteration 72Q: 3 clusters Score -3846391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3846392.500000 Penalty: 5244.364258
	Iteration 73Q: 3 clusters Score -3846392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3846392.000000 Penalty: 5244.364258
	Iteration 74Q: 3 clusters Score -3846392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3846389.000000 Penalty: 5244.364258
	Iteration 75Q: 3 clusters Score -3846389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3846392.500000 Penalty: 5244.364258
	Iteration 76Q: 3 clusters Score -3846392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3846392.500000 Penalty: 5244.364258
	Iteration 77F: 3 clusters Score -3846392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 62272 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15831 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 16331 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 96977 members 
Mstep: Class 30 contains 10350 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 3907 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10335 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 19248 members 
Mstep: Class 41 contains 22747 members 
Entering Unmasked Estep 
Score: -58947148.000000 Penalty: 135718.187500
Splitting cluster 25 changes total score from -58940388.000000 to -58947148.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (3448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Entering Unmasked Estep 
Score: -348857.187500 Penalty: 2020.096313
	Iteration 0F: 2 clusters Score -348857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -345324.906250 Penalty: 4040.192627
	Iteration 0F: 3 clusters Score -345324.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -346044.531250 Penalty: 4040.192627
	Iteration 1F: 3 clusters Score -346044.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -346238.125000 Penalty: 4040.192627
	Iteration 2F: 3 clusters Score -346238.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -346343.406250 Penalty: 4040.192627
	Iteration 3F: 3 clusters Score -346343.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -346399.625000 Penalty: 4040.192627
	Iteration 4Q: 3 clusters Score -346399.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -346429.625000 Penalty: 4040.192627
	Iteration 5Q: 3 clusters Score -346429.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -346456.937500 Penalty: 4040.192627
	Iteration 6Q: 3 clusters Score -346456.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -346483.125000 Penalty: 4040.192627
	Iteration 7Q: 3 clusters Score -346483.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -346497.375000 Penalty: 4040.192627
	Iteration 8Q: 3 clusters Score -346497.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -346507.062500 Penalty: 4040.192627
	Iteration 9Q: 3 clusters Score -346507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -346513.781250 Penalty: 4040.192627
	Iteration 10Q: 3 clusters Score -346513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -346518.593750 Penalty: 4040.192627
	Iteration 11Q: 3 clusters Score -346518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -346520.000000 Penalty: 4040.192627
	Iteration 12Q: 3 clusters Score -346520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -346525.625000 Penalty: 4040.192627
	Iteration 13Q: 3 clusters Score -346525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -346530.000000 Penalty: 4040.192627
	Iteration 14Q: 3 clusters Score -346530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -346536.250000 Penalty: 4040.192627
	Iteration 15Q: 3 clusters Score -346536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -346540.250000 Penalty: 4040.192627
	Iteration 16Q: 3 clusters Score -346540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -346544.125000 Penalty: 4040.192627
	Iteration 17Q: 3 clusters Score -346544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -346545.968750 Penalty: 4040.192627
	Iteration 18Q: 3 clusters Score -346546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -346546.937500 Penalty: 4040.192627
	Iteration 19Q: 3 clusters Score -346546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -346548.000000 Penalty: 4040.192627
	Iteration 20F: 3 clusters Score -346548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -346547.500000 Penalty: 4040.192627
	Iteration 21Q: 3 clusters Score -346547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -346547.875000 Penalty: 4040.192627
	Iteration 22Q: 3 clusters Score -346547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -346548.812500 Penalty: 4040.192627
	Iteration 23Q: 3 clusters Score -346548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -346549.500000 Penalty: 4040.192627
	Iteration 24Q: 3 clusters Score -346549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -346549.750000 Penalty: 4040.192627
	Iteration 25Q: 3 clusters Score -346549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -346549.750000 Penalty: 4040.192627
	Iteration 26F: 3 clusters Score -346549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -125895.640625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -125895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123729.476562 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -123729.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -124111.484375 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -124111.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -124192.796875 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -124192.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -124226.367188 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -124226.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -124255.523438 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -124255.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -124282.757812 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -124282.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -124300.992188 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -124301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -124310.554688 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -124310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -124318.476562 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -124318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -124323.898438 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -124323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -124326.187500 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -124326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -124326.929688 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -124326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -124329.140625 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -124329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -124331.335938 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -124331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -124332.867188 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -124332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124335.382812 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -124335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -124335.906250 Penalty: 3567.322266
	Iteration 16Q: 3 clusters Score -124335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124336.531250 Penalty: 3567.322266
	Iteration 17Q: 3 clusters Score -124336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -124339.218750 Penalty: 3567.322266
	Iteration 18Q: 3 clusters Score -124339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -124340.414062 Penalty: 3567.322266
	Iteration 19Q: 3 clusters Score -124340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -124340.414062 Penalty: 3567.322266
	Iteration 20F: 3 clusters Score -124340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -829647.000000 Penalty: 2258.722900
	Iteration 0F: 2 clusters Score -829647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -822561.312500 Penalty: 4517.445801
	Iteration 0F: 3 clusters Score -822561.3 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -824646.687500 Penalty: 4517.445801
	Iteration 1F: 3 clusters Score -824646.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -825144.937500 Penalty: 4517.445801
	Iteration 2F: 3 clusters Score -825144.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -825718.187500 Penalty: 4517.445801
	Iteration 3F: 3 clusters Score -825718.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -826317.000000 Penalty: 4517.445801
	Iteration 4F: 3 clusters Score -826317 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -826951.875000 Penalty: 4517.445801
	Iteration 5F: 3 clusters Score -826951.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -827597.625000 Penalty: 4517.445801
	Iteration 6F: 3 clusters Score -827597.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -828202.687500 Penalty: 4517.445801
	Iteration 7F: 3 clusters Score -828202.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -828674.875000 Penalty: 4517.445801
	Iteration 8Q: 3 clusters Score -828674.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -828972.187500 Penalty: 4517.445801
	Iteration 9Q: 3 clusters Score -828972.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -829175.625000 Penalty: 4517.445801
	Iteration 10Q: 3 clusters Score -829175.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -829329.625000 Penalty: 4517.445801
	Iteration 11Q: 3 clusters Score -829329.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -829415.000000 Penalty: 4517.445801
	Iteration 12Q: 3 clusters Score -829415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -829461.312500 Penalty: 4517.445801
	Iteration 13Q: 3 clusters Score -829461.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -829481.687500 Penalty: 4517.445801
	Iteration 14Q: 3 clusters Score -829481.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -829494.062500 Penalty: 4517.445801
	Iteration 15Q: 3 clusters Score -829494.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -829501.125000 Penalty: 4517.445801
	Iteration 16Q: 3 clusters Score -829501.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -829502.812500 Penalty: 4517.445801
	Iteration 17Q: 3 clusters Score -829502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -829506.312500 Penalty: 4517.445801
	Iteration 18Q: 3 clusters Score -829506.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -829508.375000 Penalty: 4517.445801
	Iteration 19Q: 3 clusters Score -829508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -829510.312500 Penalty: 4517.445801
	Iteration 20F: 3 clusters Score -829510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -829512.187500 Penalty: 4517.445801
	Iteration 21Q: 3 clusters Score -829512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -829512.687500 Penalty: 4517.445801
	Iteration 22Q: 3 clusters Score -829512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -829513.000000 Penalty: 4517.445801
	Iteration 23Q: 3 clusters Score -829513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -829513.250000 Penalty: 4517.445801
	Iteration 24Q: 3 clusters Score -829513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -829515.687500 Penalty: 4517.445801
	Iteration 25Q: 3 clusters Score -829515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -829514.000000 Penalty: 4517.445801
	Iteration 26Q: 3 clusters Score -829514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -829514.562500 Penalty: 4517.445801
	Iteration 27Q: 3 clusters Score -829514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -829514.562500 Penalty: 4517.445801
	Iteration 28F: 3 clusters Score -829514.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (96977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Entering Unmasked Estep 
Score: -9428960.000000 Penalty: 2847.592773
	Iteration 0F: 2 clusters Score -9428960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -9363985.000000 Penalty: 5695.185547
	Iteration 0F: 3 clusters Score -9363985 nChanged 45842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -9390877.000000 Penalty: 5695.185547
	Iteration 1F: 3 clusters Score -9390877 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -9392149.000000 Penalty: 5695.185547
	Iteration 2Q: 3 clusters Score -9392149 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -9393815.000000 Penalty: 5695.185547
	Iteration 3Q: 3 clusters Score -9393815 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9396077.000000 Penalty: 5695.185547
	Iteration 4F: 3 clusters Score -9396077 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -9398758.000000 Penalty: 5695.185547
	Iteration 5F: 3 clusters Score -9398758 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -9401785.000000 Penalty: 5695.185547
	Iteration 6F: 3 clusters Score -9401785 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -9404863.000000 Penalty: 5695.185547
	Iteration 7F: 3 clusters Score -9404863 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -9407550.000000 Penalty: 5695.185547
	Iteration 8F: 3 clusters Score -9407550 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9409794.000000 Penalty: 5695.185547
	Iteration 9Q: 3 clusters Score -9409794 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -9411846.000000 Penalty: 5695.185547
	Iteration 10Q: 3 clusters Score -9411846 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -9413781.000000 Penalty: 5695.185547
	Iteration 11Q: 3 clusters Score -9413781 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -9415695.000000 Penalty: 5695.185547
	Iteration 12Q: 3 clusters Score -9415695 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -9417580.000000 Penalty: 5695.185547
	Iteration 13Q: 3 clusters Score -9417580 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -9419378.000000 Penalty: 5695.185547
	Iteration 14Q: 3 clusters Score -9419378 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -9420947.000000 Penalty: 5695.185547
	Iteration 15Q: 3 clusters Score -9420947 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -9421962.000000 Penalty: 5695.185547
	Iteration 16Q: 3 clusters Score -9421962 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -9422772.000000 Penalty: 5695.185547
	Iteration 17Q: 3 clusters Score -9422772 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -9423450.000000 Penalty: 5695.185547
	Iteration 18Q: 3 clusters Score -9423450 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -9423918.000000 Penalty: 5695.185547
	Iteration 19Q: 3 clusters Score -9423918 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -9424251.000000 Penalty: 5695.185547
	Iteration 20F: 3 clusters Score -9424251 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -9424595.000000 Penalty: 5695.185547
	Iteration 21Q: 3 clusters Score -9424595 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -9424833.000000 Penalty: 5695.185547
	Iteration 22Q: 3 clusters Score -9424833 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -9425092.000000 Penalty: 5695.185547
	Iteration 23Q: 3 clusters Score -9425092 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -9425336.000000 Penalty: 5695.185547
	Iteration 24Q: 3 clusters Score -9425336 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -9425554.000000 Penalty: 5695.185547
	Iteration 25Q: 3 clusters Score -9425554 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -9425738.000000 Penalty: 5695.185547
	Iteration 26Q: 3 clusters Score -9425738 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -9425855.000000 Penalty: 5695.185547
	Iteration 27Q: 3 clusters Score -9425855 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -9425981.000000 Penalty: 5695.185547
	Iteration 28Q: 3 clusters Score -9425981 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -9426100.000000 Penalty: 5695.185547
	Iteration 29Q: 3 clusters Score -9426100 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -9426185.000000 Penalty: 5695.185547
	Iteration 30Q: 3 clusters Score -9426185 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -9426219.000000 Penalty: 5695.185547
	Iteration 31Q: 3 clusters Score -9426219 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -9426254.000000 Penalty: 5695.185547
	Iteration 32Q: 3 clusters Score -9426254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -9426306.000000 Penalty: 5695.185547
	Iteration 33Q: 3 clusters Score -9426306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -9426350.000000 Penalty: 5695.185547
	Iteration 34Q: 3 clusters Score -9426350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -9426418.000000 Penalty: 5695.185547
	Iteration 35Q: 3 clusters Score -9426418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -9426466.000000 Penalty: 5695.185547
	Iteration 36Q: 3 clusters Score -9426466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -9426504.000000 Penalty: 5695.185547
	Iteration 37Q: 3 clusters Score -9426504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -9426524.000000 Penalty: 5695.185547
	Iteration 38Q: 3 clusters Score -9426524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -9426534.000000 Penalty: 5695.185547
	Iteration 39Q: 3 clusters Score -9426534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -9426547.000000 Penalty: 5695.185547
	Iteration 40F: 3 clusters Score -9426547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -9426560.000000 Penalty: 5695.185547
	Iteration 41Q: 3 clusters Score -9426560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -9426594.000000 Penalty: 5695.185547
	Iteration 42Q: 3 clusters Score -9426594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -9426586.000000 Penalty: 5695.185547
	Iteration 43Q: 3 clusters Score -9426586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -9426598.000000 Penalty: 5695.185547
	Iteration 44Q: 3 clusters Score -9426598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -9426606.000000 Penalty: 5695.185547
	Iteration 45Q: 3 clusters Score -9426606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -9426617.000000 Penalty: 5695.185547
	Iteration 46Q: 3 clusters Score -9426617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -9426617.000000 Penalty: 5695.185547
	Iteration 47Q: 3 clusters Score -9426617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -9426620.000000 Penalty: 5695.185547
	Iteration 48Q: 3 clusters Score -9426620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -9426620.000000 Penalty: 5695.185547
	Iteration 49Q: 3 clusters Score -9426620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -9426622.000000 Penalty: 5695.185547
	Iteration 50Q: 3 clusters Score -9426622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 95798 members 
Entering Unmasked Estep 
Score: -9426635.000000 Penalty: 5695.185547
	Iteration 51Q: 3 clusters Score -9426635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -9426644.000000 Penalty: 5695.185547
	Iteration 52Q: 3 clusters Score -9426644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -9426671.000000 Penalty: 5695.185547
	Iteration 53Q: 3 clusters Score -9426671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -9426673.000000 Penalty: 5695.185547
	Iteration 54Q: 3 clusters Score -9426673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -9426702.000000 Penalty: 5695.185547
	Iteration 55Q: 3 clusters Score -9426702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -9426698.000000 Penalty: 5695.185547
	Iteration 56Q: 3 clusters Score -9426698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -9426702.000000 Penalty: 5695.185547
	Iteration 57Q: 3 clusters Score -9426702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -9426707.000000 Penalty: 5695.185547
	Iteration 58Q: 3 clusters Score -9426707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -9426700.000000 Penalty: 5695.185547
	Iteration 59Q: 3 clusters Score -9426700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -9426719.000000 Penalty: 5695.185547
	Iteration 60F: 3 clusters Score -9426719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -9426718.000000 Penalty: 5695.185547
	Iteration 61Q: 3 clusters Score -9426718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -9426714.000000 Penalty: 5695.185547
	Iteration 62Q: 3 clusters Score -9426714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -9426722.000000 Penalty: 5695.185547
	Iteration 63Q: 3 clusters Score -9426722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -9426727.000000 Penalty: 5695.185547
	Iteration 64Q: 3 clusters Score -9426727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -9426726.000000 Penalty: 5695.185547
	Iteration 65Q: 3 clusters Score -9426726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -9426727.000000 Penalty: 5695.185547
	Iteration 66Q: 3 clusters Score -9426727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -9426727.000000 Penalty: 5695.185547
	Iteration 67Q: 3 clusters Score -9426727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -9426728.000000 Penalty: 5695.185547
	Iteration 68Q: 3 clusters Score -9426728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -9426726.000000 Penalty: 5695.185547
	Iteration 69Q: 3 clusters Score -9426726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -9426722.000000 Penalty: 5695.185547
	Iteration 70Q: 3 clusters Score -9426722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -9426729.000000 Penalty: 5695.185547
	Iteration 71Q: 3 clusters Score -9426729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -9426729.000000 Penalty: 5695.185547
	Iteration 72F: 3 clusters Score -9426729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Entering Unmasked Estep 
Score: -1027938.562500 Penalty: 2292.695801
	Iteration 0F: 2 clusters Score -1027939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1019970.812500 Penalty: 4585.391602
	Iteration 0F: 3 clusters Score -1019971 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1022330.625000 Penalty: 4585.391602
	Iteration 1F: 3 clusters Score -1022331 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1022629.375000 Penalty: 4585.391602
	Iteration 2F: 3 clusters Score -1022629 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1022862.937500 Penalty: 4585.391602
	Iteration 3Q: 3 clusters Score -1022863 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1023070.062500 Penalty: 4585.391602
	Iteration 4Q: 3 clusters Score -1023070 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1023272.312500 Penalty: 4585.391602
	Iteration 5Q: 3 clusters Score -1023272 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1023482.312500 Penalty: 4585.391602
	Iteration 6Q: 3 clusters Score -1023482 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1023689.125000 Penalty: 4585.391602
	Iteration 7Q: 3 clusters Score -1023689 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1023924.375000 Penalty: 4585.391602
	Iteration 8Q: 3 clusters Score -1023924 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1024258.562500 Penalty: 4585.391602
	Iteration 9Q: 3 clusters Score -1024259 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1024651.812500 Penalty: 4585.391602
	Iteration 10Q: 3 clusters Score -1024652 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1025051.125000 Penalty: 4585.391602
	Iteration 11Q: 3 clusters Score -1025051 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1025313.250000 Penalty: 4585.391602
	Iteration 12Q: 3 clusters Score -1025313 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1025478.250000 Penalty: 4585.391602
	Iteration 13Q: 3 clusters Score -1025478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1025601.687500 Penalty: 4585.391602
	Iteration 14Q: 3 clusters Score -1025602 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1025702.000000 Penalty: 4585.391602
	Iteration 15Q: 3 clusters Score -1025702 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1025777.437500 Penalty: 4585.391602
	Iteration 16Q: 3 clusters Score -1025777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1025831.687500 Penalty: 4585.391602
	Iteration 17Q: 3 clusters Score -1025832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1025887.125000 Penalty: 4585.391602
	Iteration 18Q: 3 clusters Score -1025887 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1025936.312500 Penalty: 4585.391602
	Iteration 19Q: 3 clusters Score -1025936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1025980.625000 Penalty: 4585.391602
	Iteration 20F: 3 clusters Score -1025981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1026009.562500 Penalty: 4585.391602
	Iteration 21Q: 3 clusters Score -1026010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1026033.875000 Penalty: 4585.391602
	Iteration 22Q: 3 clusters Score -1026034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1026058.625000 Penalty: 4585.391602
	Iteration 23Q: 3 clusters Score -1026059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1026080.500000 Penalty: 4585.391602
	Iteration 24Q: 3 clusters Score -1026080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1026102.875000 Penalty: 4585.391602
	Iteration 25Q: 3 clusters Score -1026103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1026112.937500 Penalty: 4585.391602
	Iteration 26Q: 3 clusters Score -1026113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1026125.000000 Penalty: 4585.391602
	Iteration 27Q: 3 clusters Score -1026125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1026136.250000 Penalty: 4585.391602
	Iteration 28Q: 3 clusters Score -1026136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1026145.250000 Penalty: 4585.391602
	Iteration 29Q: 3 clusters Score -1026145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1026149.625000 Penalty: 4585.391602
	Iteration 30Q: 3 clusters Score -1026150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1026152.875000 Penalty: 4585.391602
	Iteration 31Q: 3 clusters Score -1026153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1026157.375000 Penalty: 4585.391602
	Iteration 32Q: 3 clusters Score -1026157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1026162.250000 Penalty: 4585.391602
	Iteration 33Q: 3 clusters Score -1026162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1026165.875000 Penalty: 4585.391602
	Iteration 34Q: 3 clusters Score -1026166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1026172.125000 Penalty: 4585.391602
	Iteration 35Q: 3 clusters Score -1026172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1026173.437500 Penalty: 4585.391602
	Iteration 36Q: 3 clusters Score -1026173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1026174.687500 Penalty: 4585.391602
	Iteration 37Q: 3 clusters Score -1026175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1026175.187500 Penalty: 4585.391602
	Iteration 38Q: 3 clusters Score -1026175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1026176.750000 Penalty: 4585.391602
	Iteration 39Q: 3 clusters Score -1026177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1026177.437500 Penalty: 4585.391602
	Iteration 40F: 3 clusters Score -1026177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -2292164.000000 Penalty: 2483.071777
	Iteration 0F: 2 clusters Score -2292164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2276656.500000 Penalty: 4966.143555
	Iteration 0F: 3 clusters Score -2276656 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2282029.000000 Penalty: 4966.143555
	Iteration 1F: 3 clusters Score -2282029 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2282423.000000 Penalty: 4966.143555
	Iteration 2F: 3 clusters Score -2282423 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2282755.250000 Penalty: 4966.143555
	Iteration 3Q: 3 clusters Score -2282755 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2283021.000000 Penalty: 4966.143555
	Iteration 4Q: 3 clusters Score -2283021 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2283245.500000 Penalty: 4966.143555
	Iteration 5Q: 3 clusters Score -2283246 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2283469.750000 Penalty: 4966.143555
	Iteration 6Q: 3 clusters Score -2283470 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2283713.000000 Penalty: 4966.143555
	Iteration 7Q: 3 clusters Score -2283713 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2283997.250000 Penalty: 4966.143555
	Iteration 8Q: 3 clusters Score -2283997 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2284335.750000 Penalty: 4966.143555
	Iteration 9Q: 3 clusters Score -2284336 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2284774.750000 Penalty: 4966.143555
	Iteration 10Q: 3 clusters Score -2284775 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2285329.250000 Penalty: 4966.143555
	Iteration 11Q: 3 clusters Score -2285329 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2285966.250000 Penalty: 4966.143555
	Iteration 12Q: 3 clusters Score -2285966 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2286678.500000 Penalty: 4966.143555
	Iteration 13Q: 3 clusters Score -2286678 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2287402.250000 Penalty: 4966.143555
	Iteration 14Q: 3 clusters Score -2287402 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2288148.750000 Penalty: 4966.143555
	Iteration 15Q: 3 clusters Score -2288149 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2288733.250000 Penalty: 4966.143555
	Iteration 16Q: 3 clusters Score -2288733 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2289182.000000 Penalty: 4966.143555
	Iteration 17Q: 3 clusters Score -2289182 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2289497.000000 Penalty: 4966.143555
	Iteration 18Q: 3 clusters Score -2289497 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2289706.750000 Penalty: 4966.143555
	Iteration 19Q: 3 clusters Score -2289707 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2289851.500000 Penalty: 4966.143555
	Iteration 20F: 3 clusters Score -2289852 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2289972.250000 Penalty: 4966.143555
	Iteration 21Q: 3 clusters Score -2289972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2290072.250000 Penalty: 4966.143555
	Iteration 22Q: 3 clusters Score -2290072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2290138.250000 Penalty: 4966.143555
	Iteration 23Q: 3 clusters Score -2290138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2290182.500000 Penalty: 4966.143555
	Iteration 24Q: 3 clusters Score -2290182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2290218.750000 Penalty: 4966.143555
	Iteration 25Q: 3 clusters Score -2290219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2290255.250000 Penalty: 4966.143555
	Iteration 26Q: 3 clusters Score -2290255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2290268.250000 Penalty: 4966.143555
	Iteration 27Q: 3 clusters Score -2290268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2290279.250000 Penalty: 4966.143555
	Iteration 28Q: 3 clusters Score -2290279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2290285.750000 Penalty: 4966.143555
	Iteration 29Q: 3 clusters Score -2290286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2290295.500000 Penalty: 4966.143555
	Iteration 30Q: 3 clusters Score -2290296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2290308.750000 Penalty: 4966.143555
	Iteration 31Q: 3 clusters Score -2290309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2290314.500000 Penalty: 4966.143555
	Iteration 32Q: 3 clusters Score -2290314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2290318.750000 Penalty: 4966.143555
	Iteration 33Q: 3 clusters Score -2290319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2290327.000000 Penalty: 4966.143555
	Iteration 34Q: 3 clusters Score -2290327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2290335.000000 Penalty: 4966.143555
	Iteration 35Q: 3 clusters Score -2290335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2290338.500000 Penalty: 4966.143555
	Iteration 36Q: 3 clusters Score -2290338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2290342.000000 Penalty: 4966.143555
	Iteration 37Q: 3 clusters Score -2290342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2290344.250000 Penalty: 4966.143555
	Iteration 38Q: 3 clusters Score -2290344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2290347.000000 Penalty: 4966.143555
	Iteration 39Q: 3 clusters Score -2290347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2290348.250000 Penalty: 4966.143555
	Iteration 40F: 3 clusters Score -2290348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2290354.500000 Penalty: 4966.143555
	Iteration 41Q: 3 clusters Score -2290354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2290355.750000 Penalty: 4966.143555
	Iteration 42Q: 3 clusters Score -2290356 nChanged 10
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: -2290360.250000 Penalty: 4966.143555
	Iteration 43Q: 3 clusters Score -2290360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2290366.500000 Penalty: 4966.143555
	Iteration 44Q: 3 clusters Score -2290366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2290366.500000 Penalty: 4966.143555
	Iteration 45Q: 3 clusters Score -2290366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2290368.250000 Penalty: 4966.143555
	Iteration 46Q: 3 clusters Score -2290368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2290372.250000 Penalty: 4966.143555
	Iteration 47Q: 3 clusters Score -2290372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2290373.750000 Penalty: 4966.143555
	Iteration 48Q: 3 clusters Score -2290374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2290375.750000 Penalty: 4966.143555
	Iteration 49Q: 3 clusters Score -2290376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2290376.000000 Penalty: 4966.143555
	Iteration 50Q: 3 clusters Score -2290376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2290376.750000 Penalty: 4966.143555
	Iteration 51Q: 3 clusters Score -2290377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2290381.500000 Penalty: 4966.143555
	Iteration 52Q: 3 clusters Score -2290382 nChanged 5
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: -2290382.750000 Penalty: 4966.143555
	Iteration 53Q: 3 clusters Score -2290383 nChanged 5
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: -2290384.000000 Penalty: 4966.143555
	Iteration 54Q: 3 clusters Score -2290384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2290387.750000 Penalty: 4966.143555
	Iteration 55Q: 3 clusters Score -2290388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2290388.500000 Penalty: 4966.143555
	Iteration 56Q: 3 clusters Score -2290388 nChanged 4
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: -2290390.500000 Penalty: 4966.143555
	Iteration 57Q: 3 clusters Score -2290390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2290392.750000 Penalty: 4966.143555
	Iteration 58Q: 3 clusters Score -2290393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2290392.750000 Penalty: 4966.143555
	Iteration 59F: 3 clusters Score -2290393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -552146.687500 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -552146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -547031.937500 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -547031.9 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -548403.937500 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -548403.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -548812.562500 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -548812.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -549172.812500 Penalty: 4313.800781
	Iteration 3F: 3 clusters Score -549172.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -549511.437500 Penalty: 4313.800781
	Iteration 4F: 3 clusters Score -549511.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -549789.312500 Penalty: 4313.800781
	Iteration 5F: 3 clusters Score -549789.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -550007.062500 Penalty: 4313.800781
	Iteration 6Q: 3 clusters Score -550007.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -550172.562500 Penalty: 4313.800781
	Iteration 7Q: 3 clusters Score -550172.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -550303.625000 Penalty: 4313.800781
	Iteration 8Q: 3 clusters Score -550303.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -550412.875000 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -550412.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -550498.812500 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -550498.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -550587.125000 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -550587.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -550683.125000 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -550683.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -550778.062500 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -550778.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -550869.687500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -550869.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -550989.562500 Penalty: 4313.800781
	Iteration 15Q: 3 clusters Score -550989.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -551103.625000 Penalty: 4313.800781
	Iteration 16Q: 3 clusters Score -551103.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -551204.187500 Penalty: 4313.800781
	Iteration 17Q: 3 clusters Score -551204.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -551288.437500 Penalty: 4313.800781
	Iteration 18Q: 3 clusters Score -551288.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -551334.750000 Penalty: 4313.800781
	Iteration 19Q: 3 clusters Score -551334.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -551366.500000 Penalty: 4313.800781
	Iteration 20F: 3 clusters Score -551366.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -551387.187500 Penalty: 4313.800781
	Iteration 21Q: 3 clusters Score -551387.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -551404.125000 Penalty: 4313.800781
	Iteration 22Q: 3 clusters Score -551404.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -551415.937500 Penalty: 4313.800781
	Iteration 23Q: 3 clusters Score -551415.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -551426.437500 Penalty: 4313.800781
	Iteration 24Q: 3 clusters Score -551426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -551433.812500 Penalty: 4313.800781
	Iteration 25Q: 3 clusters Score -551433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -551439.562500 Penalty: 4313.800781
	Iteration 26Q: 3 clusters Score -551439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -551444.312500 Penalty: 4313.800781
	Iteration 27Q: 3 clusters Score -551444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -551450.312500 Penalty: 4313.800781
	Iteration 28Q: 3 clusters Score -551450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -551452.812500 Penalty: 4313.800781
	Iteration 29Q: 3 clusters Score -551452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -551456.375000 Penalty: 4313.800781
	Iteration 30Q: 3 clusters Score -551456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -551460.250000 Penalty: 4313.800781
	Iteration 31Q: 3 clusters Score -551460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -551462.437500 Penalty: 4313.800781
	Iteration 32Q: 3 clusters Score -551462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -551465.062500 Penalty: 4313.800781
	Iteration 33Q: 3 clusters Score -551465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -551469.500000 Penalty: 4313.800781
	Iteration 34Q: 3 clusters Score -551469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -551471.375000 Penalty: 4313.800781
	Iteration 35Q: 3 clusters Score -551471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -551474.375000 Penalty: 4313.800781
	Iteration 36Q: 3 clusters Score -551474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -551477.312500 Penalty: 4313.800781
	Iteration 37Q: 3 clusters Score -551477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -551481.812500 Penalty: 4313.800781
	Iteration 38Q: 3 clusters Score -551481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -551487.062500 Penalty: 4313.800781
	Iteration 39Q: 3 clusters Score -551487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -551488.125000 Penalty: 4313.800781
	Iteration 40F: 3 clusters Score -551488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -551489.375000 Penalty: 4313.800781
	Iteration 41Q: 3 clusters Score -551489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -551490.125000 Penalty: 4313.800781
	Iteration 42Q: 3 clusters Score -551490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -551489.750000 Penalty: 4313.800781
	Iteration 43Q: 3 clusters Score -551489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -551490.250000 Penalty: 4313.800781
	Iteration 44Q: 3 clusters Score -551490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -551490.375000 Penalty: 4313.800781
	Iteration 45Q: 3 clusters Score -551490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -551490.375000 Penalty: 4313.800781
	Iteration 46F: 3 clusters Score -551490.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -559740.500000 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -559740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -554915.812500 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -554915.8 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -556006.187500 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -556006.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -556198.625000 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -556198.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -556335.250000 Penalty: 4275.664062
	Iteration 3Q: 3 clusters Score -556335.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -556460.437500 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -556460.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -556564.562500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -556564.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -556663.750000 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -556663.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -556775.875000 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -556775.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -556903.187500 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -556903.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -557039.750000 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -557039.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -557179.500000 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -557179.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -557309.750000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -557309.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -557412.812500 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -557412.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -557507.000000 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -557507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -557587.750000 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -557587.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -557667.000000 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -557667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -557730.750000 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -557730.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -557779.562500 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -557779.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -557821.562500 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -557821.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -557852.187500 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -557852.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -557881.500000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -557881.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -557903.875000 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -557903.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -557922.625000 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -557922.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -557933.500000 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -557933.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -557943.812500 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -557943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -557954.000000 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -557954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -557961.000000 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -557961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -557965.500000 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -557965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -557975.875000 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -557975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -557981.875000 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -557981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -557983.312500 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -557983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -557987.437500 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -557987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -557994.000000 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -557994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -557998.500000 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -557998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -558002.625000 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -558002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -558004.812500 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -558004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -558009.125000 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -558009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -558013.437500 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -558013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -558015.375000 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -558015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -558016.687500 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -558016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -558016.687500 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -558016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -354397.750000 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -354397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -350572.062500 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -350572.1 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -351627.437500 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -351627.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -352082.218750 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -352082.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -352465.218750 Penalty: 4102.180176
	Iteration 3F: 3 clusters Score -352465.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -352743.062500 Penalty: 4102.180176
	Iteration 4F: 3 clusters Score -352743.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -352945.312500 Penalty: 4102.180176
	Iteration 5F: 3 clusters Score -352945.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -353094.000000 Penalty: 4102.180176
	Iteration 6Q: 3 clusters Score -353094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -353222.968750 Penalty: 4102.180176
	Iteration 7Q: 3 clusters Score -353223 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -353321.625000 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -353321.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -353381.781250 Penalty: 4102.180176
	Iteration 9Q: 3 clusters Score -353381.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -353439.531250 Penalty: 4102.180176
	Iteration 10Q: 3 clusters Score -353439.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -353477.218750 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -353477.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -353503.218750 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -353503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -353513.875000 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -353513.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -353523.593750 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -353523.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -353534.937500 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -353534.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -353539.125000 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -353539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -353541.968750 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -353542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -353545.062500 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -353545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -353547.406250 Penalty: 4102.180176
	Iteration 19Q: 3 clusters Score -353547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -353547.718750 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -353547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -353551.031250 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -353551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -353552.781250 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -353552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -353555.281250 Penalty: 4102.180176
	Iteration 23Q: 3 clusters Score -353555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -353556.843750 Penalty: 4102.180176
	Iteration 24Q: 3 clusters Score -353556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -353558.156250 Penalty: 4102.180176
	Iteration 25Q: 3 clusters Score -353558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -353560.281250 Penalty: 4102.180176
	Iteration 26Q: 3 clusters Score -353560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -353560.281250 Penalty: 4102.180176
	Iteration 27F: 3 clusters Score -353560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -109170.585938 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -109170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107080.820312 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -107080.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107395.578125 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -107395.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -107546.093750 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -107546.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107650.796875 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -107650.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107722.078125 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -107722.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -107786.210938 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -107786.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107846.046875 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -107846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107904.226562 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -107904.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107974.734375 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -107974.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -108041.820312 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -108041.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108075.968750 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -108076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108102.593750 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -108102.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108125.406250 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -108125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -108140.562500 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -108140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108156.226562 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -108156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108167.132812 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -108167.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -108182.523438 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -108182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108190.406250 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -108190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108191.250000 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -108191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108191.250000 Penalty: 3534.140381
	Iteration 19F: 3 clusters Score -108191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -124672.890625 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -124672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122428.234375 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -122428.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122837.125000 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -122837.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123001.593750 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -123001.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -123096.773438 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -123096.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123178.164062 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -123178.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123247.960938 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -123248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123312.648438 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -123312.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -123386.148438 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -123386.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -123449.570312 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -123449.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -123510.960938 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -123511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123578.851562 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -123578.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -123668.796875 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -123668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -123752.460938 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -123752.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123804.500000 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -123804.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123834.968750 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -123835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -123860.062500 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -123860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123880.031250 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -123880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -123899.421875 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -123899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -123912.601562 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -123912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -123918.335938 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -123918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -123920.265625 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -123920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -123922.562500 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -123922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -123923.375000 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -123923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -123923.375000 Penalty: 3612.930908
	Iteration 23F: 3 clusters Score -123923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -641999.812500 Penalty: 2171.618164
	Iteration 0F: 2 clusters Score -641999.8 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 3165 members 
Entering Unmasked Estep 
Score: -636592.062500 Penalty: 4343.236328
	Iteration 0F: 3 clusters Score -636592.1 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -637951.500000 Penalty: 4343.236328
	Iteration 1F: 3 clusters Score -637951.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -638179.937500 Penalty: 4343.236328
	Iteration 2F: 3 clusters Score -638179.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -638330.625000 Penalty: 4343.236328
	Iteration 3F: 3 clusters Score -638330.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -638442.312500 Penalty: 4343.236328
	Iteration 4Q: 3 clusters Score -638442.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -638529.125000 Penalty: 4343.236328
	Iteration 5Q: 3 clusters Score -638529.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -638609.312500 Penalty: 4343.236328
	Iteration 6Q: 3 clusters Score -638609.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -638683.312500 Penalty: 4343.236328
	Iteration 7Q: 3 clusters Score -638683.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -638771.812500 Penalty: 4343.236328
	Iteration 8Q: 3 clusters Score -638771.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -638864.750000 Penalty: 4343.236328
	Iteration 9Q: 3 clusters Score -638864.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -638964.500000 Penalty: 4343.236328
	Iteration 10Q: 3 clusters Score -638964.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -639078.000000 Penalty: 4343.236328
	Iteration 11Q: 3 clusters Score -639078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -639200.125000 Penalty: 4343.236328
	Iteration 12Q: 3 clusters Score -639200.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -639338.562500 Penalty: 4343.236328
	Iteration 13Q: 3 clusters Score -639338.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -639450.000000 Penalty: 4343.236328
	Iteration 14Q: 3 clusters Score -639450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -639543.375000 Penalty: 4343.236328
	Iteration 15Q: 3 clusters Score -639543.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -639630.062500 Penalty: 4343.236328
	Iteration 16Q: 3 clusters Score -639630.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -639710.937500 Penalty: 4343.236328
	Iteration 17Q: 3 clusters Score -639710.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -639782.937500 Penalty: 4343.236328
	Iteration 18Q: 3 clusters Score -639782.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -639837.437500 Penalty: 4343.236328
	Iteration 19Q: 3 clusters Score -639837.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -639892.875000 Penalty: 4343.236328
	Iteration 20F: 3 clusters Score -639892.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -639933.437500 Penalty: 4343.236328
	Iteration 21Q: 3 clusters Score -639933.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -639965.125000 Penalty: 4343.236328
	Iteration 22Q: 3 clusters Score -639965.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -639998.437500 Penalty: 4343.236328
	Iteration 23Q: 3 clusters Score -639998.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -640025.000000 Penalty: 4343.236328
	Iteration 24Q: 3 clusters Score -640025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -640049.812500 Penalty: 4343.236328
	Iteration 25Q: 3 clusters Score -640049.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -640069.437500 Penalty: 4343.236328
	Iteration 26Q: 3 clusters Score -640069.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -640080.875000 Penalty: 4343.236328
	Iteration 27Q: 3 clusters Score -640080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -640088.812500 Penalty: 4343.236328
	Iteration 28Q: 3 clusters Score -640088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -640097.937500 Penalty: 4343.236328
	Iteration 29Q: 3 clusters Score -640097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -640099.000000 Penalty: 4343.236328
	Iteration 30Q: 3 clusters Score -640099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -640101.437500 Penalty: 4343.236328
	Iteration 31Q: 3 clusters Score -640101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -640103.062500 Penalty: 4343.236328
	Iteration 32Q: 3 clusters Score -640103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -640106.125000 Penalty: 4343.236328
	Iteration 33Q: 3 clusters Score -640106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -640110.187500 Penalty: 4343.236328
	Iteration 34Q: 3 clusters Score -640110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -640111.562500 Penalty: 4343.236328
	Iteration 35Q: 3 clusters Score -640111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -640114.375000 Penalty: 4343.236328
	Iteration 36Q: 3 clusters Score -640114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -640115.687500 Penalty: 4343.236328
	Iteration 37Q: 3 clusters Score -640115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -640116.437500 Penalty: 4343.236328
	Iteration 38Q: 3 clusters Score -640116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -640120.125000 Penalty: 4343.236328
	Iteration 39Q: 3 clusters Score -640120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -640124.125000 Penalty: 4343.236328
	Iteration 40F: 3 clusters Score -640124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -640133.687500 Penalty: 4343.236328
	Iteration 41Q: 3 clusters Score -640133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -640141.750000 Penalty: 4343.236328
	Iteration 42Q: 3 clusters Score -640141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -640147.937500 Penalty: 4343.236328
	Iteration 43Q: 3 clusters Score -640147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -640152.375000 Penalty: 4343.236328
	Iteration 44Q: 3 clusters Score -640152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -640155.312500 Penalty: 4343.236328
	Iteration 45Q: 3 clusters Score -640155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -640160.000000 Penalty: 4343.236328
	Iteration 46Q: 3 clusters Score -640160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -640160.625000 Penalty: 4343.236328
	Iteration 47Q: 3 clusters Score -640160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -640162.750000 Penalty: 4343.236328
	Iteration 48Q: 3 clusters Score -640162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -640164.500000 Penalty: 4343.236328
	Iteration 49Q: 3 clusters Score -640164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -640164.812500 Penalty: 4343.236328
	Iteration 50Q: 3 clusters Score -640164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -640164.812500 Penalty: 4343.236328
	Iteration 51F: 3 clusters Score -640164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -990950.937500 Penalty: 2292.336426
	Iteration 0F: 2 clusters Score -990950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -983099.687500 Penalty: 4584.672852
	Iteration 0F: 3 clusters Score -983099.7 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -985297.187500 Penalty: 4584.672852
	Iteration 1F: 3 clusters Score -985297.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -985611.250000 Penalty: 4584.672852
	Iteration 2F: 3 clusters Score -985611.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -985845.812500 Penalty: 4584.672852
	Iteration 3F: 3 clusters Score -985845.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -986023.062500 Penalty: 4584.672852
	Iteration 4Q: 3 clusters Score -986023.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -986176.375000 Penalty: 4584.672852
	Iteration 5Q: 3 clusters Score -986176.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -986321.375000 Penalty: 4584.672852
	Iteration 6Q: 3 clusters Score -986321.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -986469.562500 Penalty: 4584.672852
	Iteration 7Q: 3 clusters Score -986469.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -986676.375000 Penalty: 4584.672852
	Iteration 8Q: 3 clusters Score -986676.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -986911.875000 Penalty: 4584.672852
	Iteration 9Q: 3 clusters Score -986911.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -987168.062500 Penalty: 4584.672852
	Iteration 10Q: 3 clusters Score -987168.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -987461.625000 Penalty: 4584.672852
	Iteration 11Q: 3 clusters Score -987461.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -987777.312500 Penalty: 4584.672852
	Iteration 12Q: 3 clusters Score -987777.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -988065.375000 Penalty: 4584.672852
	Iteration 13Q: 3 clusters Score -988065.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -988305.500000 Penalty: 4584.672852
	Iteration 14Q: 3 clusters Score -988305.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -988491.125000 Penalty: 4584.672852
	Iteration 15Q: 3 clusters Score -988491.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -988634.312500 Penalty: 4584.672852
	Iteration 16Q: 3 clusters Score -988634.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -988746.750000 Penalty: 4584.672852
	Iteration 17Q: 3 clusters Score -988746.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -988822.312500 Penalty: 4584.672852
	Iteration 18Q: 3 clusters Score -988822.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -988869.312500 Penalty: 4584.672852
	Iteration 19Q: 3 clusters Score -988869.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -988906.312500 Penalty: 4584.672852
	Iteration 20F: 3 clusters Score -988906.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -988928.625000 Penalty: 4584.672852
	Iteration 21Q: 3 clusters Score -988928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -988937.375000 Penalty: 4584.672852
	Iteration 22Q: 3 clusters Score -988937.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -988950.000000 Penalty: 4584.672852
	Iteration 23Q: 3 clusters Score -988950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -988968.687500 Penalty: 4584.672852
	Iteration 24Q: 3 clusters Score -988968.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -988979.500000 Penalty: 4584.672852
	Iteration 25Q: 3 clusters Score -988979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -988985.562500 Penalty: 4584.672852
	Iteration 26Q: 3 clusters Score -988985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -988993.312500 Penalty: 4584.672852
	Iteration 27Q: 3 clusters Score -988993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -989002.937500 Penalty: 4584.672852
	Iteration 28Q: 3 clusters Score -989002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -989006.687500 Penalty: 4584.672852
	Iteration 29Q: 3 clusters Score -989006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -989008.750000 Penalty: 4584.672852
	Iteration 30Q: 3 clusters Score -989008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -989009.750000 Penalty: 4584.672852
	Iteration 31Q: 3 clusters Score -989009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -989010.562500 Penalty: 4584.672852
	Iteration 32Q: 3 clusters Score -989010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -989010.562500 Penalty: 4584.672852
	Iteration 33F: 3 clusters Score -989010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Entering Unmasked Estep 
Score: -971190.937500 Penalty: 2289.658447
	Iteration 0F: 2 clusters Score -971190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -963368.312500 Penalty: 4579.316895
	Iteration 0F: 3 clusters Score -963368.3 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -965636.187500 Penalty: 4579.316895
	Iteration 1F: 3 clusters Score -965636.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -965914.375000 Penalty: 4579.316895
	Iteration 2F: 3 clusters Score -965914.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -966133.312500 Penalty: 4579.316895
	Iteration 3Q: 3 clusters Score -966133.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -966327.187500 Penalty: 4579.316895
	Iteration 4Q: 3 clusters Score -966327.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -966507.437500 Penalty: 4579.316895
	Iteration 5Q: 3 clusters Score -966507.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -966691.375000 Penalty: 4579.316895
	Iteration 6Q: 3 clusters Score -966691.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -966889.375000 Penalty: 4579.316895
	Iteration 7Q: 3 clusters Score -966889.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -967149.625000 Penalty: 4579.316895
	Iteration 8Q: 3 clusters Score -967149.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -967428.500000 Penalty: 4579.316895
	Iteration 9Q: 3 clusters Score -967428.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -967762.937500 Penalty: 4579.316895
	Iteration 10Q: 3 clusters Score -967762.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -968037.562500 Penalty: 4579.316895
	Iteration 11Q: 3 clusters Score -968037.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -968260.437500 Penalty: 4579.316895
	Iteration 12Q: 3 clusters Score -968260.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -968437.250000 Penalty: 4579.316895
	Iteration 13Q: 3 clusters Score -968437.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -968568.437500 Penalty: 4579.316895
	Iteration 14Q: 3 clusters Score -968568.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -968664.812500 Penalty: 4579.316895
	Iteration 15Q: 3 clusters Score -968664.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -968733.187500 Penalty: 4579.316895
	Iteration 16Q: 3 clusters Score -968733.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -968789.937500 Penalty: 4579.316895
	Iteration 17Q: 3 clusters Score -968789.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -968840.375000 Penalty: 4579.316895
	Iteration 18Q: 3 clusters Score -968840.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -968880.750000 Penalty: 4579.316895
	Iteration 19Q: 3 clusters Score -968880.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -968916.125000 Penalty: 4579.316895
	Iteration 20F: 3 clusters Score -968916.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -968938.000000 Penalty: 4579.316895
	Iteration 21Q: 3 clusters Score -968938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -968962.250000 Penalty: 4579.316895
	Iteration 22Q: 3 clusters Score -968962.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -968977.500000 Penalty: 4579.316895
	Iteration 23Q: 3 clusters Score -968977.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -968996.437500 Penalty: 4579.316895
	Iteration 24Q: 3 clusters Score -968996.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -969014.437500 Penalty: 4579.316895
	Iteration 25Q: 3 clusters Score -969014.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -969033.437500 Penalty: 4579.316895
	Iteration 26Q: 3 clusters Score -969033.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -969046.687500 Penalty: 4579.316895
	Iteration 27Q: 3 clusters Score -969046.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -969058.000000 Penalty: 4579.316895
	Iteration 28Q: 3 clusters Score -969058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -969068.687500 Penalty: 4579.316895
	Iteration 29Q: 3 clusters Score -969068.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -969076.312500 Penalty: 4579.316895
	Iteration 30Q: 3 clusters Score -969076.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -969080.500000 Penalty: 4579.316895
	Iteration 31Q: 3 clusters Score -969080.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -969085.312500 Penalty: 4579.316895
	Iteration 32Q: 3 clusters Score -969085.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -969091.000000 Penalty: 4579.316895
	Iteration 33Q: 3 clusters Score -969091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -969092.437500 Penalty: 4579.316895
	Iteration 34Q: 3 clusters Score -969092.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -969094.500000 Penalty: 4579.316895
	Iteration 35Q: 3 clusters Score -969094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -969097.625000 Penalty: 4579.316895
	Iteration 36Q: 3 clusters Score -969097.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -969096.875000 Penalty: 4579.316895
	Iteration 37Q: 3 clusters Score -969096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -969098.937500 Penalty: 4579.316895
	Iteration 38Q: 3 clusters Score -969098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -969103.875000 Penalty: 4579.316895
	Iteration 39Q: 3 clusters Score -969103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -969106.000000 Penalty: 4579.316895
	Iteration 40F: 3 clusters Score -969106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -969107.125000 Penalty: 4579.316895
	Iteration 41Q: 3 clusters Score -969107.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -969107.000000 Penalty: 4579.316895
	Iteration 42Q: 3 clusters Score -969107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -969112.437500 Penalty: 4579.316895
	Iteration 43Q: 3 clusters Score -969112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -969115.125000 Penalty: 4579.316895
	Iteration 44Q: 3 clusters Score -969115.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -969117.812500 Penalty: 4579.316895
	Iteration 45Q: 3 clusters Score -969117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -969120.437500 Penalty: 4579.316895
	Iteration 46Q: 3 clusters Score -969120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -969118.500000 Penalty: 4579.316895
	Iteration 47Q: 3 clusters Score -969118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -969123.000000 Penalty: 4579.316895
	Iteration 48Q: 3 clusters Score -969123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -969127.062500 Penalty: 4579.316895
	Iteration 49Q: 3 clusters Score -969127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -969126.687500 Penalty: 4579.316895
	Iteration 50Q: 3 clusters Score -969126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -969130.250000 Penalty: 4579.316895
	Iteration 51Q: 3 clusters Score -969130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -969132.750000 Penalty: 4579.316895
	Iteration 52Q: 3 clusters Score -969132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -969131.875000 Penalty: 4579.316895
	Iteration 53Q: 3 clusters Score -969131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -969134.375000 Penalty: 4579.316895
	Iteration 54Q: 3 clusters Score -969134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -969135.937500 Penalty: 4579.316895
	Iteration 55Q: 3 clusters Score -969135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -969134.875000 Penalty: 4579.316895
	Iteration 56Q: 3 clusters Score -969134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -969135.937500 Penalty: 4579.316895
	Iteration 57Q: 3 clusters Score -969135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -969135.062500 Penalty: 4579.316895
	Iteration 58Q: 3 clusters Score -969135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -969137.500000 Penalty: 4579.316895
	Iteration 59Q: 3 clusters Score -969137.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -969142.000000 Penalty: 4579.316895
	Iteration 60F: 3 clusters Score -969142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -969146.625000 Penalty: 4579.316895
	Iteration 61Q: 3 clusters Score -969146.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -969150.000000 Penalty: 4579.316895
	Iteration 62Q: 3 clusters Score -969150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -969154.500000 Penalty: 4579.316895
	Iteration 63Q: 3 clusters Score -969154.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -969157.125000 Penalty: 4579.316895
	Iteration 64Q: 3 clusters Score -969157.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -969159.750000 Penalty: 4579.316895
	Iteration 65Q: 3 clusters Score -969159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -969161.312500 Penalty: 4579.316895
	Iteration 66Q: 3 clusters Score -969161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -969168.312500 Penalty: 4579.316895
	Iteration 67Q: 3 clusters Score -969168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -969168.937500 Penalty: 4579.316895
	Iteration 68Q: 3 clusters Score -969168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -969169.312500 Penalty: 4579.316895
	Iteration 69Q: 3 clusters Score -969169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -969169.312500 Penalty: 4579.316895
	Iteration 70F: 3 clusters Score -969169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Entering Unmasked Estep 
Score: -1927236.375000 Penalty: 2446.560303
	Iteration 0F: 2 clusters Score -1927236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1913631.625000 Penalty: 4893.120605
	Iteration 0F: 3 clusters Score -1913632 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1918289.000000 Penalty: 4893.120605
	Iteration 1F: 3 clusters Score -1918289 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1918764.625000 Penalty: 4893.120605
	Iteration 2F: 3 clusters Score -1918765 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1919118.375000 Penalty: 4893.120605
	Iteration 3Q: 3 clusters Score -1919118 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1919414.500000 Penalty: 4893.120605
	Iteration 4Q: 3 clusters Score -1919414 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1919721.750000 Penalty: 4893.120605
	Iteration 5Q: 3 clusters Score -1919722 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1920011.250000 Penalty: 4893.120605
	Iteration 6Q: 3 clusters Score -1920011 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1920273.250000 Penalty: 4893.120605
	Iteration 7Q: 3 clusters Score -1920273 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1920538.000000 Penalty: 4893.120605
	Iteration 8Q: 3 clusters Score -1920538 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1920811.625000 Penalty: 4893.120605
	Iteration 9Q: 3 clusters Score -1920812 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1921022.375000 Penalty: 4893.120605
	Iteration 10Q: 3 clusters Score -1921022 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1921210.875000 Penalty: 4893.120605
	Iteration 11Q: 3 clusters Score -1921211 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1921376.250000 Penalty: 4893.120605
	Iteration 12Q: 3 clusters Score -1921376 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1921516.000000 Penalty: 4893.120605
	Iteration 13Q: 3 clusters Score -1921516 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1921657.875000 Penalty: 4893.120605
	Iteration 14Q: 3 clusters Score -1921658 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1921812.250000 Penalty: 4893.120605
	Iteration 15Q: 3 clusters Score -1921812 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1922016.625000 Penalty: 4893.120605
	Iteration 16Q: 3 clusters Score -1922017 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1922255.750000 Penalty: 4893.120605
	Iteration 17Q: 3 clusters Score -1922256 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1922548.250000 Penalty: 4893.120605
	Iteration 18Q: 3 clusters Score -1922548 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1922808.125000 Penalty: 4893.120605
	Iteration 19Q: 3 clusters Score -1922808 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1923063.750000 Penalty: 4893.120605
	Iteration 20F: 3 clusters Score -1923064 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1923327.375000 Penalty: 4893.120605
	Iteration 21Q: 3 clusters Score -1923327 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1923609.875000 Penalty: 4893.120605
	Iteration 22Q: 3 clusters Score -1923610 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1923863.375000 Penalty: 4893.120605
	Iteration 23Q: 3 clusters Score -1923863 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1924103.125000 Penalty: 4893.120605
	Iteration 24Q: 3 clusters Score -1924103 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1924326.500000 Penalty: 4893.120605
	Iteration 25Q: 3 clusters Score -1924326 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1924524.875000 Penalty: 4893.120605
	Iteration 26Q: 3 clusters Score -1924525 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1924686.125000 Penalty: 4893.120605
	Iteration 27Q: 3 clusters Score -1924686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1924811.250000 Penalty: 4893.120605
	Iteration 28Q: 3 clusters Score -1924811 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1924921.500000 Penalty: 4893.120605
	Iteration 29Q: 3 clusters Score -1924922 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1925016.125000 Penalty: 4893.120605
	Iteration 30Q: 3 clusters Score -1925016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1925081.750000 Penalty: 4893.120605
	Iteration 31Q: 3 clusters Score -1925082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1925125.375000 Penalty: 4893.120605
	Iteration 32Q: 3 clusters Score -1925125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1925163.500000 Penalty: 4893.120605
	Iteration 33Q: 3 clusters Score -1925164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1925199.000000 Penalty: 4893.120605
	Iteration 34Q: 3 clusters Score -1925199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1925219.500000 Penalty: 4893.120605
	Iteration 35Q: 3 clusters Score -1925220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1925238.500000 Penalty: 4893.120605
	Iteration 36Q: 3 clusters Score -1925238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1925250.250000 Penalty: 4893.120605
	Iteration 37Q: 3 clusters Score -1925250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1925258.625000 Penalty: 4893.120605
	Iteration 38Q: 3 clusters Score -1925259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1925263.875000 Penalty: 4893.120605
	Iteration 39Q: 3 clusters Score -1925264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1925266.875000 Penalty: 4893.120605
	Iteration 40F: 3 clusters Score -1925267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1925271.625000 Penalty: 4893.120605
	Iteration 41Q: 3 clusters Score -1925272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1925274.875000 Penalty: 4893.120605
	Iteration 42Q: 3 clusters Score -1925275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1925281.750000 Penalty: 4893.120605
	Iteration 43Q: 3 clusters Score -1925282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1925288.875000 Penalty: 4893.120605
	Iteration 44Q: 3 clusters Score -1925289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1925294.250000 Penalty: 4893.120605
	Iteration 45Q: 3 clusters Score -1925294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1925299.875000 Penalty: 4893.120605
	Iteration 46Q: 3 clusters Score -1925300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1925309.375000 Penalty: 4893.120605
	Iteration 47Q: 3 clusters Score -1925309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1925315.000000 Penalty: 4893.120605
	Iteration 48Q: 3 clusters Score -1925315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1925322.250000 Penalty: 4893.120605
	Iteration 49Q: 3 clusters Score -1925322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1925334.500000 Penalty: 4893.120605
	Iteration 50Q: 3 clusters Score -1925334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1925338.375000 Penalty: 4893.120605
	Iteration 51Q: 3 clusters Score -1925338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1925341.000000 Penalty: 4893.120605
	Iteration 52Q: 3 clusters Score -1925341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1925342.625000 Penalty: 4893.120605
	Iteration 53Q: 3 clusters Score -1925343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1925345.000000 Penalty: 4893.120605
	Iteration 54Q: 3 clusters Score -1925345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1925343.125000 Penalty: 4893.120605
	Iteration 55Q: 3 clusters Score -1925343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1925346.500000 Penalty: 4893.120605
	Iteration 56Q: 3 clusters Score -1925346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1925349.250000 Penalty: 4893.120605
	Iteration 57Q: 3 clusters Score -1925349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1925349.125000 Penalty: 4893.120605
	Iteration 58Q: 3 clusters Score -1925349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1925347.875000 Penalty: 4893.120605
	Iteration 59Q: 3 clusters Score -1925348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1925350.625000 Penalty: 4893.120605
	Iteration 60F: 3 clusters Score -1925351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1925350.250000 Penalty: 4893.120605
	Iteration 61Q: 3 clusters Score -1925350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1925355.000000 Penalty: 4893.120605
	Iteration 62Q: 3 clusters Score -1925355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1925355.375000 Penalty: 4893.120605
	Iteration 63Q: 3 clusters Score -1925355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1925356.875000 Penalty: 4893.120605
	Iteration 64Q: 3 clusters Score -1925357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1925357.000000 Penalty: 4893.120605
	Iteration 65Q: 3 clusters Score -1925357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1925356.000000 Penalty: 4893.120605
	Iteration 66Q: 3 clusters Score -1925356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1925356.000000 Penalty: 4893.120605
	Iteration 67F: 3 clusters Score -1925356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 62272 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 16129 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15831 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 17016 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 16331 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 96977 members 
Mstep: Class 30 contains 10350 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 3907 members 
Mstep: Class 35 contains 1243 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10335 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 19248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949316.000000 Penalty: 135718.187500
Iteration 119Q: 42 clusters Score -5.894932e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 25031 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 29973 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 62635 members 
Mstep: Class 13 contains 15699 members 
Mstep: Class 14 contains 20159 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 16137 members 
Mstep: Class 17 contains 35046 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15892 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 17118 members 
Mstep: Class 24 contains 5182 members 
Mstep: Class 25 contains 16227 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9026 members 
Mstep: Class 29 contains 97033 members 
Mstep: Class 30 contains 10539 members 
Mstep: Class 31 contains 22313 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 3919 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 10336 members 
Mstep: Class 39 contains 10225 members 
Mstep: Class 40 contains 19292 members 
Mstep: Class 41 contains 21603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950868.000000 Penalty: 135718.187500
Iteration 120F: 42 clusters Score -5.895087e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 25015 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 29958 members 
Mstep: Class 7 contains 45083 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 62437 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 20153 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 16089 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15878 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 16939 members 
Mstep: Class 24 contains 5215 members 
Mstep: Class 25 contains 16044 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9020 members 
Mstep: Class 29 contains 97006 members 
Mstep: Class 30 contains 10666 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 5988 members 
Mstep: Class 33 contains 5555 members 
Mstep: Class 34 contains 3921 members 
Mstep: Class 35 contains 1234 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 10336 members 
Mstep: Class 39 contains 10229 members 
Mstep: Class 40 contains 19303 members 
Mstep: Class 41 contains 22289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58951860.000000 Penalty: 135718.187500
Iteration 121Q: 42 clusters Score -5.895186e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 25010 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 29958 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 5643 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 62318 members 
Mstep: Class 13 contains 15569 members 
Mstep: Class 14 contains 20142 members 
Mstep: Class 15 contains 15102 members 
Mstep: Class 16 contains 16048 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 1907 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 16823 members 
Mstep: Class 24 contains 5246 members 
Mstep: Class 25 contains 15923 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 97001 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 5991 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3924 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 6355 members 
Mstep: Class 38 contains 10337 members 
Mstep: Class 39 contains 10234 members 
Mstep: Class 40 contains 19310 members 
Mstep: Class 41 contains 22610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952320.000000 Penalty: 135718.187500
Iteration 122Q: 42 clusters Score -5.895232e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 25003 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 29957 members 
Mstep: Class 7 contains 45035 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 62212 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 20134 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 16013 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 16723 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 97003 members 
Mstep: Class 30 contains 10878 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 5994 members 
Mstep: Class 33 contains 5558 members 
Mstep: Class 34 contains 3930 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 10340 members 
Mstep: Class 39 contains 10241 members 
Mstep: Class 40 contains 19303 members 
Mstep: Class 41 contains 22861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952180.000000 Penalty: 135718.187500
Iteration 123Q: 42 clusters Score -5.895218e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 24990 members 
Mstep: Class 4 contains 6369 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 6 contains 29949 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 62115 members 
Mstep: Class 13 contains 15503 members 
Mstep: Class 14 contains 20126 members 
Mstep: Class 15 contains 15156 members 
Mstep: Class 16 contains 15989 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 16641 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 15752 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 97023 members 
Mstep: Class 30 contains 10956 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 5998 members 
Mstep: Class 33 contains 5558 members 
Mstep: Class 34 contains 3934 members 
Mstep: Class 35 contains 1217 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 10343 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 19300 members 
Mstep: Class 41 contains 23067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952360.000000 Penalty: 135718.187500
Iteration 124Q: 42 clusters Score -5.895236e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 29941 members 
Mstep: Class 7 contains 45039 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 5638 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 62039 members 
Mstep: Class 13 contains 15483 members 
Mstep: Class 14 contains 20115 members 
Mstep: Class 15 contains 15177 members 
Mstep: Class 16 contains 15961 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25273 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 15863 members 
Mstep: Class 21 contains 1955 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 16578 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 15703 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 97043 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3936 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1466 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 10347 members 
Mstep: Class 39 contains 10244 members 
Mstep: Class 40 contains 19299 members 
Mstep: Class 41 contains 23213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952440.000000 Penalty: 135718.187500
Iteration 125Q: 42 clusters Score -5.895244e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 4550 members 
Mstep: Class 6 contains 29934 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 61977 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 20107 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 15927 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15853 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 15683 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9031 members 
Mstep: Class 29 contains 97067 members 
Mstep: Class 30 contains 11043 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 6006 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3937 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 10350 members 
Mstep: Class 39 contains 10248 members 
Mstep: Class 40 contains 19301 members 
Mstep: Class 41 contains 23318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952428.000000 Penalty: 135718.187500
Iteration 126Q: 42 clusters Score -5.895243e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 6380 members 
Mstep: Class 5 contains 4509 members 
Mstep: Class 6 contains 29930 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 61919 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 20096 members 
Mstep: Class 15 contains 15220 members 
Mstep: Class 16 contains 15903 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15856 members 
Mstep: Class 21 contains 1995 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 16514 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 15672 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9030 members 
Mstep: Class 29 contains 97084 members 
Mstep: Class 30 contains 11065 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 6010 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3939 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10254 members 
Mstep: Class 40 contains 19303 members 
Mstep: Class 41 contains 23418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952572.000000 Penalty: 135718.187500
Iteration 127Q: 42 clusters Score -5.895257e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24978 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 4474 members 
Mstep: Class 6 contains 29927 members 
Mstep: Class 7 contains 45037 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 61869 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 20090 members 
Mstep: Class 15 contains 15226 members 
Mstep: Class 16 contains 15888 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15855 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 16496 members 
Mstep: Class 24 contains 5454 members 
Mstep: Class 25 contains 15649 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9023 members 
Mstep: Class 29 contains 97102 members 
Mstep: Class 30 contains 11087 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 6011 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3940 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10261 members 
Mstep: Class 40 contains 19307 members 
Mstep: Class 41 contains 23496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952804.000000 Penalty: 135718.187500
Iteration 128Q: 42 clusters Score -5.89528e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24975 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 6 contains 29924 members 
Mstep: Class 7 contains 45022 members 
Mstep: Class 8 contains 2961 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 61832 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 20081 members 
Mstep: Class 15 contains 15231 members 
Mstep: Class 16 contains 15873 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 16485 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 15642 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9020 members 
Mstep: Class 29 contains 97122 members 
Mstep: Class 30 contains 11108 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5556 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 1167 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10354 members 
Mstep: Class 39 contains 10268 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953040.000000 Penalty: 135718.187500
Iteration 129Q: 42 clusters Score -5.895304e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 24974 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 29916 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 61802 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 20067 members 
Mstep: Class 15 contains 15243 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 15643 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9019 members 
Mstep: Class 29 contains 97141 members 
Mstep: Class 30 contains 11118 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3948 members 
Mstep: Class 35 contains 1178 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10268 members 
Mstep: Class 40 contains 19308 members 
Mstep: Class 41 contains 23610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953036.000000 Penalty: 135718.187500
Iteration 130Q: 42 clusters Score -5.895304e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 24975 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 61779 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 20060 members 
Mstep: Class 15 contains 15241 members 
Mstep: Class 16 contains 15848 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 16451 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9018 members 
Mstep: Class 29 contains 97146 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3948 members 
Mstep: Class 35 contains 1188 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10268 members 
Mstep: Class 40 contains 19308 members 
Mstep: Class 41 contains 23660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953052.000000 Penalty: 135718.187500
Iteration 131Q: 42 clusters Score -5.895305e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 24971 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 29911 members 
Mstep: Class 7 contains 45008 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6678 members 
Mstep: Class 12 contains 61763 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 20050 members 
Mstep: Class 15 contains 15238 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 5504 members 
Mstep: Class 25 contains 15652 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 97162 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10267 members 
Mstep: Class 40 contains 19309 members 
Mstep: Class 41 contains 23705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953172.000000 Penalty: 135718.187500
Iteration 132Q: 42 clusters Score -5.895317e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 29909 members 
Mstep: Class 7 contains 45005 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6680 members 
Mstep: Class 12 contains 61746 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 20041 members 
Mstep: Class 15 contains 15232 members 
Mstep: Class 16 contains 15829 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16441 members 
Mstep: Class 24 contains 5524 members 
Mstep: Class 25 contains 15653 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9013 members 
Mstep: Class 29 contains 97173 members 
Mstep: Class 30 contains 11135 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3946 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10267 members 
Mstep: Class 40 contains 19308 members 
Mstep: Class 41 contains 23735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953104.000000 Penalty: 135718.187500
Iteration 133Q: 42 clusters Score -5.89531e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24967 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 45009 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 61727 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 20031 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 15828 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15843 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 16436 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 15652 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9009 members 
Mstep: Class 29 contains 97182 members 
Mstep: Class 30 contains 11141 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10271 members 
Mstep: Class 40 contains 19307 members 
Mstep: Class 41 contains 23760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953136.000000 Penalty: 135718.187500
Iteration 134Q: 42 clusters Score -5.895314e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 29903 members 
Mstep: Class 7 contains 45007 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 61711 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 20022 members 
Mstep: Class 15 contains 15233 members 
Mstep: Class 16 contains 15816 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15839 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16436 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 15650 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9010 members 
Mstep: Class 29 contains 97198 members 
Mstep: Class 30 contains 11145 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3946 members 
Mstep: Class 35 contains 1189 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10274 members 
Mstep: Class 40 contains 19307 members 
Mstep: Class 41 contains 23780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953176.000000 Penalty: 135718.187500
Iteration 135Q: 42 clusters Score -5.895318e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24971 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 45007 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 61703 members 
Mstep: Class 13 contains 15388 members 
Mstep: Class 14 contains 20012 members 
Mstep: Class 15 contains 15235 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15838 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16429 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 15649 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9005 members 
Mstep: Class 29 contains 97213 members 
Mstep: Class 30 contains 11147 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3943 members 
Mstep: Class 35 contains 1188 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10279 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953248.000000 Penalty: 135718.187500
Iteration 136Q: 42 clusters Score -5.895325e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 29903 members 
Mstep: Class 7 contains 45011 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 61696 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 19995 members 
Mstep: Class 15 contains 15228 members 
Mstep: Class 16 contains 15811 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16430 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 15649 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 97236 members 
Mstep: Class 30 contains 11148 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3946 members 
Mstep: Class 35 contains 1187 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6352 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10281 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953184.000000 Penalty: 135718.187500
Iteration 137Q: 42 clusters Score -5.895318e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 6376 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 45011 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 61688 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 14 contains 19979 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 15812 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16431 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 15650 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 97253 members 
Mstep: Class 30 contains 11152 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10285 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953108.000000 Penalty: 135718.187500
Iteration 138Q: 42 clusters Score -5.895311e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 6376 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 45012 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 15368 members 
Mstep: Class 14 contains 19960 members 
Mstep: Class 15 contains 15218 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15835 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 5615 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 97280 members 
Mstep: Class 30 contains 11154 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10288 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953108.000000 Penalty: 135718.187500
Iteration 139Q: 42 clusters Score -5.895311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 61670 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 19939 members 
Mstep: Class 15 contains 15214 members 
Mstep: Class 16 contains 15805 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15834 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 5622 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8987 members 
Mstep: Class 29 contains 97306 members 
Mstep: Class 30 contains 11155 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3949 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10291 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953100.000000 Penalty: 135718.187500
Iteration 140F: 42 clusters Score -5.89531e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 6376 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 29904 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 61667 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 19908 members 
Mstep: Class 15 contains 15213 members 
Mstep: Class 16 contains 15804 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25270 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15834 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16402 members 
Mstep: Class 24 contains 5627 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 97343 members 
Mstep: Class 30 contains 11157 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3950 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10294 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953148.000000 Penalty: 135718.187500
Iteration 141Q: 42 clusters Score -5.895315e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 24973 members 
Mstep: Class 4 contains 6376 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 29904 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 61664 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 19867 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 15806 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16396 members 
Mstep: Class 24 contains 5631 members 
Mstep: Class 25 contains 15647 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 97388 members 
Mstep: Class 30 contains 11158 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10297 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953232.000000 Penalty: 135718.187500
Iteration 142Q: 42 clusters Score -5.895323e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24974 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 29903 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2957 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 61664 members 
Mstep: Class 13 contains 15358 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 16 contains 15800 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16391 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3441 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 97423 members 
Mstep: Class 30 contains 11160 members 
Mstep: Class 31 contains 22314 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 1185 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10298 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953140.000000 Penalty: 135718.187500
Iteration 143Q: 42 clusters Score -5.895314e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 45012 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 61664 members 
Mstep: Class 13 contains 15353 members 
Mstep: Class 14 contains 19801 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 16 contains 15792 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16394 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 15649 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 97460 members 
Mstep: Class 30 contains 11163 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 1186 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10298 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953140.000000 Penalty: 135718.187500
Iteration 144Q: 42 clusters Score -5.895314e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24971 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 45014 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 61659 members 
Mstep: Class 13 contains 15349 members 
Mstep: Class 14 contains 19773 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 15788 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16392 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 97496 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3955 members 
Mstep: Class 35 contains 1188 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10298 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953128.000000 Penalty: 135718.187500
Iteration 145Q: 42 clusters Score -5.895313e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 29903 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 61655 members 
Mstep: Class 13 contains 15345 members 
Mstep: Class 14 contains 19748 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16392 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 15648 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 97528 members 
Mstep: Class 30 contains 11170 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10300 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953104.000000 Penalty: 135718.187500
Iteration 146Q: 42 clusters Score -5.89531e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 29904 members 
Mstep: Class 7 contains 45014 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 61652 members 
Mstep: Class 13 contains 15340 members 
Mstep: Class 14 contains 19719 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 15774 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15841 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16390 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 15645 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 97560 members 
Mstep: Class 30 contains 11174 members 
Mstep: Class 31 contains 22315 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10302 members 
Mstep: Class 40 contains 19304 members 
Mstep: Class 41 contains 23910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953024.000000 Penalty: 135718.187500
Iteration 147Q: 42 clusters Score -5.895302e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 29900 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 61647 members 
Mstep: Class 13 contains 15338 members 
Mstep: Class 14 contains 19692 members 
Mstep: Class 15 contains 15211 members 
Mstep: Class 16 contains 15771 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 5638 members 
Mstep: Class 25 contains 15640 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 97594 members 
Mstep: Class 30 contains 11177 members 
Mstep: Class 31 contains 22316 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10304 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953052.000000 Penalty: 135718.187500
Iteration 148Q: 42 clusters Score -5.895305e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24966 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 29897 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61640 members 
Mstep: Class 13 contains 15338 members 
Mstep: Class 14 contains 19663 members 
Mstep: Class 15 contains 15212 members 
Mstep: Class 16 contains 15766 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16386 members 
Mstep: Class 24 contains 5638 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 97627 members 
Mstep: Class 30 contains 11181 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10307 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953080.000000 Penalty: 135718.187500
Iteration 149Q: 42 clusters Score -5.895308e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24964 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 29894 members 
Mstep: Class 7 contains 45011 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61633 members 
Mstep: Class 13 contains 15336 members 
Mstep: Class 14 contains 19631 members 
Mstep: Class 15 contains 15210 members 
Mstep: Class 16 contains 15760 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15848 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16385 members 
Mstep: Class 24 contains 5639 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 97667 members 
Mstep: Class 30 contains 11185 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10310 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953144.000000 Penalty: 135718.187500
Iteration 150Q: 42 clusters Score -5.895314e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24963 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 29893 members 
Mstep: Class 7 contains 45012 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61631 members 
Mstep: Class 13 contains 15336 members 
Mstep: Class 14 contains 19595 members 
Mstep: Class 15 contains 15209 members 
Mstep: Class 16 contains 15749 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15851 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16379 members 
Mstep: Class 24 contains 5640 members 
Mstep: Class 25 contains 15636 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 97711 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10310 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953184.000000 Penalty: 135718.187500
Iteration 151Q: 42 clusters Score -5.895318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24964 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 29887 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61626 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 19571 members 
Mstep: Class 15 contains 15209 members 
Mstep: Class 16 contains 15750 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15851 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 5642 members 
Mstep: Class 25 contains 15636 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 97734 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10310 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953180.000000 Penalty: 135718.187500
Iteration 152Q: 42 clusters Score -5.895318e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24964 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4289 members 
Mstep: Class 6 contains 29885 members 
Mstep: Class 7 contains 45014 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61621 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 15208 members 
Mstep: Class 16 contains 15752 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16374 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 97765 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10310 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953112.000000 Penalty: 135718.187500
Iteration 153Q: 42 clusters Score -5.895311e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24963 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 45017 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61616 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 15210 members 
Mstep: Class 16 contains 15750 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5648 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8941 members 
Mstep: Class 29 contains 97800 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10310 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953148.000000 Penalty: 135718.187500
Iteration 154Q: 42 clusters Score -5.895315e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24963 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45021 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 61615 members 
Mstep: Class 13 contains 15332 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 15209 members 
Mstep: Class 16 contains 15746 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16374 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 97829 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1190 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10311 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953136.000000 Penalty: 135718.187500
Iteration 155Q: 42 clusters Score -5.895314e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24962 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 7 contains 45023 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15329 members 
Mstep: Class 14 contains 19459 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 15743 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15845 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 97864 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1191 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10313 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953104.000000 Penalty: 135718.187500
Iteration 156Q: 42 clusters Score -5.89531e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 7 contains 45024 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61609 members 
Mstep: Class 13 contains 15326 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 16 contains 15740 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15843 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16377 members 
Mstep: Class 24 contains 5669 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 97898 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10314 members 
Mstep: Class 40 contains 19305 members 
Mstep: Class 41 contains 23973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953072.000000 Penalty: 135718.187500
Iteration 157Q: 42 clusters Score -5.895307e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45026 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61607 members 
Mstep: Class 13 contains 15325 members 
Mstep: Class 14 contains 19396 members 
Mstep: Class 15 contains 15204 members 
Mstep: Class 16 contains 15737 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15840 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 5673 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 97937 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1193 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10315 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953016.000000 Penalty: 135718.187500
Iteration 158Q: 42 clusters Score -5.895302e+07 nChanged 73
Entering ConstructFrom: 
Score: -58953016.000000 Penalty: 135718.187500
Entering ConstructFrom: 
Trying to split cluster 1 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -241662.796875 Penalty: 2001.584595
	Iteration 0F: 2 clusters Score -241662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -238404.406250 Penalty: 4003.169189
	Iteration 0F: 3 clusters Score -238404.4 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -239861.515625 Penalty: 4003.169189
	Iteration 1F: 3 clusters Score -239861.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -240773.359375 Penalty: 4003.169189
	Iteration 2F: 3 clusters Score -240773.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -241460.515625 Penalty: 4003.169189
	Iteration 3F: 3 clusters Score -241460.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -241946.328125 Penalty: 4003.169189
	Iteration 4F: 3 clusters Score -241946.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -242269.953125 Penalty: 4003.169189
	Iteration 5F: 3 clusters Score -242270 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -242496.046875 Penalty: 4003.169189
	Iteration 6Q: 3 clusters Score -242496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -242617.062500 Penalty: 4003.169189
	Iteration 7Q: 3 clusters Score -242617.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -242679.062500 Penalty: 4003.169189
	Iteration 8Q: 3 clusters Score -242679.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -242723.046875 Penalty: 4003.169189
	Iteration 9Q: 3 clusters Score -242723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -242737.281250 Penalty: 4003.169189
	Iteration 10Q: 3 clusters Score -242737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -242743.718750 Penalty: 4003.169189
	Iteration 11Q: 3 clusters Score -242743.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242752.437500 Penalty: 4003.169189
	Iteration 12Q: 3 clusters Score -242752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -242765.703125 Penalty: 4003.169189
	Iteration 13Q: 3 clusters Score -242765.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242783.937500 Penalty: 4003.169189
	Iteration 14Q: 3 clusters Score -242783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -242797.593750 Penalty: 4003.169189
	Iteration 15Q: 3 clusters Score -242797.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -242806.968750 Penalty: 4003.169189
	Iteration 16Q: 3 clusters Score -242807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -242809.203125 Penalty: 4003.169189
	Iteration 17Q: 3 clusters Score -242809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -242811.562500 Penalty: 4003.169189
	Iteration 18Q: 3 clusters Score -242811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -242812.984375 Penalty: 4003.169189
	Iteration 19Q: 3 clusters Score -242813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -242813.421875 Penalty: 4003.169189
	Iteration 20F: 3 clusters Score -242813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15323 members 
Mstep: Class 14 contains 19363 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 97971 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10323 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23984 members 
Mstep: Class 42 contains 1690 members 
Entering Unmasked Estep 
Score: -58952836.000000 Penalty: 139028.390625
Splitting cluster 1 changes total score from -58953016.000000 to -58952836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -250526.125000 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -250526.1 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 1356 members 
Entering Unmasked Estep 
Score: -247458.312500 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -247458.3 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -248085.515625 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -248085.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -248223.765625 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -248223.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -248295.812500 Penalty: 3923.470947
	Iteration 3Q: 3 clusters Score -248295.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -248338.093750 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -248338.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -248377.031250 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -248377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -248421.609375 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -248421.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -248462.734375 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -248462.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -248495.343750 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -248495.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -248523.578125 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -248523.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -248549.281250 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -248549.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -248574.140625 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -248574.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -248598.062500 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -248598.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248621.312500 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -248621.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -248653.390625 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -248653.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -248697.031250 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -248697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -248733.140625 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -248733.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248760.718750 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -248760.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -248798.156250 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -248798.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -248849.484375 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -248849.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248905.765625 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -248905.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -248951.875000 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -248951.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -249002.437500 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -249002.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249054.546875 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -249054.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -249097.671875 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -249097.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249146.187500 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -249146.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249175.609375 Penalty: 3923.470947
	Iteration 26Q: 3 clusters Score -249175.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -249204.234375 Penalty: 3923.470947
	Iteration 27Q: 3 clusters Score -249204.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249231.593750 Penalty: 3923.470947
	Iteration 28Q: 3 clusters Score -249231.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249252.906250 Penalty: 3923.470947
	Iteration 29Q: 3 clusters Score -249252.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -249287.828125 Penalty: 3923.470947
	Iteration 30Q: 3 clusters Score -249287.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -249327.093750 Penalty: 3923.470947
	Iteration 31Q: 3 clusters Score -249327.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -249356.000000 Penalty: 3923.470947
	Iteration 32Q: 3 clusters Score -249356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249378.468750 Penalty: 3923.470947
	Iteration 33Q: 3 clusters Score -249378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249395.890625 Penalty: 3923.470947
	Iteration 34Q: 3 clusters Score -249395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -249408.218750 Penalty: 3923.470947
	Iteration 35Q: 3 clusters Score -249408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249416.046875 Penalty: 3923.470947
	Iteration 36Q: 3 clusters Score -249416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -249431.187500 Penalty: 3923.470947
	Iteration 37Q: 3 clusters Score -249431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249440.406250 Penalty: 3923.470947
	Iteration 38Q: 3 clusters Score -249440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249447.203125 Penalty: 3923.470947
	Iteration 39Q: 3 clusters Score -249447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -249454.890625 Penalty: 3923.470947
	Iteration 40F: 3 clusters Score -249454.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249459.609375 Penalty: 3923.470947
	Iteration 41Q: 3 clusters Score -249459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249462.109375 Penalty: 3923.470947
	Iteration 42Q: 3 clusters Score -249462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249462.781250 Penalty: 3923.470947
	Iteration 43Q: 3 clusters Score -249462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249463.296875 Penalty: 3923.470947
	Iteration 44Q: 3 clusters Score -249463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249464.546875 Penalty: 3923.470947
	Iteration 45Q: 3 clusters Score -249464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249464.546875 Penalty: 3923.470947
	Iteration 46F: 3 clusters Score -249464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Entering Unmasked Estep 
Score: -2426802.500000 Penalty: 2511.017334
	Iteration 0F: 2 clusters Score -2426802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2409576.250000 Penalty: 5022.034668
	Iteration 0F: 3 clusters Score -2409576 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2415731.000000 Penalty: 5022.034668
	Iteration 1F: 3 clusters Score -2415731 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2416504.500000 Penalty: 5022.034668
	Iteration 2F: 3 clusters Score -2416504 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2417408.000000 Penalty: 5022.034668
	Iteration 3F: 3 clusters Score -2417408 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2418426.250000 Penalty: 5022.034668
	Iteration 4F: 3 clusters Score -2418426 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2419453.500000 Penalty: 5022.034668
	Iteration 5F: 3 clusters Score -2419454 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2420303.250000 Penalty: 5022.034668
	Iteration 6F: 3 clusters Score -2420303 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2420970.250000 Penalty: 5022.034668
	Iteration 7F: 3 clusters Score -2420970 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2421406.750000 Penalty: 5022.034668
	Iteration 8Q: 3 clusters Score -2421407 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2421772.750000 Penalty: 5022.034668
	Iteration 9Q: 3 clusters Score -2421773 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2422111.750000 Penalty: 5022.034668
	Iteration 10Q: 3 clusters Score -2422112 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2422417.500000 Penalty: 5022.034668
	Iteration 11Q: 3 clusters Score -2422418 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2422747.000000 Penalty: 5022.034668
	Iteration 12Q: 3 clusters Score -2422747 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2423081.750000 Penalty: 5022.034668
	Iteration 13Q: 3 clusters Score -2423082 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2423365.250000 Penalty: 5022.034668
	Iteration 14Q: 3 clusters Score -2423365 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2423628.000000 Penalty: 5022.034668
	Iteration 15Q: 3 clusters Score -2423628 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2423816.750000 Penalty: 5022.034668
	Iteration 16Q: 3 clusters Score -2423817 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2423946.750000 Penalty: 5022.034668
	Iteration 17Q: 3 clusters Score -2423947 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2424049.000000 Penalty: 5022.034668
	Iteration 18Q: 3 clusters Score -2424049 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2424147.250000 Penalty: 5022.034668
	Iteration 19Q: 3 clusters Score -2424147 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2424218.750000 Penalty: 5022.034668
	Iteration 20F: 3 clusters Score -2424219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2424272.750000 Penalty: 5022.034668
	Iteration 21Q: 3 clusters Score -2424273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2424335.500000 Penalty: 5022.034668
	Iteration 22Q: 3 clusters Score -2424336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2424380.750000 Penalty: 5022.034668
	Iteration 23Q: 3 clusters Score -2424381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2424400.000000 Penalty: 5022.034668
	Iteration 24Q: 3 clusters Score -2424400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2424432.750000 Penalty: 5022.034668
	Iteration 25Q: 3 clusters Score -2424433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2424461.000000 Penalty: 5022.034668
	Iteration 26Q: 3 clusters Score -2424461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2424481.250000 Penalty: 5022.034668
	Iteration 27Q: 3 clusters Score -2424481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2424513.000000 Penalty: 5022.034668
	Iteration 28Q: 3 clusters Score -2424513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2424538.000000 Penalty: 5022.034668
	Iteration 29Q: 3 clusters Score -2424538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2424565.750000 Penalty: 5022.034668
	Iteration 30Q: 3 clusters Score -2424566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -2424593.750000 Penalty: 5022.034668
	Iteration 31Q: 3 clusters Score -2424594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2424608.000000 Penalty: 5022.034668
	Iteration 32Q: 3 clusters Score -2424608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2424627.500000 Penalty: 5022.034668
	Iteration 33Q: 3 clusters Score -2424628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2424644.000000 Penalty: 5022.034668
	Iteration 34Q: 3 clusters Score -2424644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2424662.500000 Penalty: 5022.034668
	Iteration 35Q: 3 clusters Score -2424662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2424669.250000 Penalty: 5022.034668
	Iteration 36Q: 3 clusters Score -2424669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2424679.000000 Penalty: 5022.034668
	Iteration 37Q: 3 clusters Score -2424679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2424682.250000 Penalty: 5022.034668
	Iteration 38Q: 3 clusters Score -2424682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2424681.000000 Penalty: 5022.034668
	Iteration 39Q: 3 clusters Score -2424681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2424685.750000 Penalty: 5022.034668
	Iteration 40F: 3 clusters Score -2424686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2424682.000000 Penalty: 5022.034668
	Iteration 41Q: 3 clusters Score -2424682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2424689.250000 Penalty: 5022.034668
	Iteration 42Q: 3 clusters Score -2424689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2424693.250000 Penalty: 5022.034668
	Iteration 43Q: 3 clusters Score -2424693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2424695.500000 Penalty: 5022.034668
	Iteration 44Q: 3 clusters Score -2424696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2424699.000000 Penalty: 5022.034668
	Iteration 45Q: 3 clusters Score -2424699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2424697.000000 Penalty: 5022.034668
	Iteration 46Q: 3 clusters Score -2424697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2424703.000000 Penalty: 5022.034668
	Iteration 47Q: 3 clusters Score -2424703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2424704.250000 Penalty: 5022.034668
	Iteration 48Q: 3 clusters Score -2424704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2424703.000000 Penalty: 5022.034668
	Iteration 49Q: 3 clusters Score -2424703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2424703.250000 Penalty: 5022.034668
	Iteration 50Q: 3 clusters Score -2424703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2424704.000000 Penalty: 5022.034668
	Iteration 51Q: 3 clusters Score -2424704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2424708.250000 Penalty: 5022.034668
	Iteration 52Q: 3 clusters Score -2424708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2424708.500000 Penalty: 5022.034668
	Iteration 53Q: 3 clusters Score -2424708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2424710.250000 Penalty: 5022.034668
	Iteration 54Q: 3 clusters Score -2424710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2424713.250000 Penalty: 5022.034668
	Iteration 55Q: 3 clusters Score -2424713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2424711.500000 Penalty: 5022.034668
	Iteration 56Q: 3 clusters Score -2424712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2424711.500000 Penalty: 5022.034668
	Iteration 57F: 3 clusters Score -2424712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -570169.750000 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -570169.8 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 3179 members 
Entering Unmasked Estep 
Score: -564785.562500 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -564785.6 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -566373.875000 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -566373.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -566856.687500 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -566856.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -567256.500000 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -567256.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -567651.625000 Penalty: 4345.029297
	Iteration 4F: 3 clusters Score -567651.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -568059.187500 Penalty: 4345.029297
	Iteration 5F: 3 clusters Score -568059.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -568446.375000 Penalty: 4345.029297
	Iteration 6F: 3 clusters Score -568446.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -568763.000000 Penalty: 4345.029297
	Iteration 7F: 3 clusters Score -568763 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -569008.812500 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -569008.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -569182.812500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -569182.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -569320.375000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -569320.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -569416.875000 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -569416.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -569507.312500 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -569507.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -569572.687500 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -569572.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -569620.250000 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -569620.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -569663.375000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -569663.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -569700.937500 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -569700.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -569738.187500 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -569738.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -569770.125000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -569770.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -569803.312500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -569803.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -569830.937500 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -569830.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -569857.937500 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -569857.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -569878.000000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -569878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -569893.937500 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -569893.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -569911.500000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -569911.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -569928.312500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -569928.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -569942.812500 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -569942.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -569951.437500 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -569951.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -569959.312500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -569959.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -569969.000000 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -569969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -569981.375000 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -569981.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -569996.625000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -569996.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -570010.500000 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -570010.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -570025.562500 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -570025.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -570041.750000 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -570041.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -570055.937500 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -570055.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -570072.625000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -570072.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -570087.937500 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -570087.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -570101.812500 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -570101.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -570110.687500 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -570110.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -570129.625000 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -570129.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -570156.750000 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -570156.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -570182.750000 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -570182.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -570194.875000 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -570194.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -570204.812500 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -570204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -570212.625000 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -570212.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -570224.000000 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -570224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -570233.312500 Penalty: 4345.029297
	Iteration 47Q: 3 clusters Score -570233.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -570243.375000 Penalty: 4345.029297
	Iteration 48Q: 3 clusters Score -570243.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -570246.000000 Penalty: 4345.029297
	Iteration 49Q: 3 clusters Score -570246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -570248.437500 Penalty: 4345.029297
	Iteration 50Q: 3 clusters Score -570248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -570247.937500 Penalty: 4345.029297
	Iteration 51Q: 3 clusters Score -570247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -570247.500000 Penalty: 4345.029297
	Iteration 52Q: 3 clusters Score -570247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -570247.500000 Penalty: 4345.029297
	Iteration 53F: 3 clusters Score -570247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15323 members 
Mstep: Class 14 contains 19363 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 97971 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10323 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23984 members 
Mstep: Class 42 contains 4624 members 
Entering Unmasked Estep 
Score: -58952040.000000 Penalty: 139028.390625
Splitting cluster 4 changes total score from -58953016.000000 to -58952040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -370802.031250 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -370802 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 2129 members 
Entering Unmasked Estep 
Score: -366766.031250 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -366766 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -367793.500000 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -367793.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -368195.250000 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -368195.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -368574.625000 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -368574.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -368851.281250 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -368851.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -369076.000000 Penalty: 4144.618164
	Iteration 5Q: 3 clusters Score -369076 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369245.093750 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -369245.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -369352.031250 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -369352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -369425.875000 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -369425.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -369468.656250 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -369468.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -369506.156250 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -369506.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -369559.531250 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -369559.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -369608.343750 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -369608.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -369655.343750 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -369655.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -369686.500000 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -369686.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -369701.500000 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -369701.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -369710.687500 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -369710.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -369719.531250 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -369719.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -369730.125000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -369730.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -369737.062500 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -369737.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -369743.281250 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -369743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -369746.656250 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -369746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -369747.906250 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -369747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -369748.718750 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -369748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -369751.156250 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -369751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -369752.031250 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -369752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -369753.906250 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -369753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -369753.937500 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -369753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -369754.906250 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -369754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -369755.531250 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -369755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -369755.781250 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -369755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -369755.781250 Penalty: 4144.618164
	Iteration 31F: 3 clusters Score -369755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Entering Unmasked Estep 
Score: -2986530.000000 Penalty: 2555.626465
	Iteration 0F: 2 clusters Score -2986530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2966080.750000 Penalty: 5111.252930
	Iteration 0F: 3 clusters Score -2966081 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2973432.500000 Penalty: 5111.252930
	Iteration 1F: 3 clusters Score -2973432 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2974048.750000 Penalty: 5111.252930
	Iteration 2F: 3 clusters Score -2974049 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2974764.500000 Penalty: 5111.252930
	Iteration 3F: 3 clusters Score -2974764 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2975667.250000 Penalty: 5111.252930
	Iteration 4F: 3 clusters Score -2975667 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2976896.000000 Penalty: 5111.252930
	Iteration 5F: 3 clusters Score -2976896 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2978261.500000 Penalty: 5111.252930
	Iteration 6F: 3 clusters Score -2978262 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2979585.250000 Penalty: 5111.252930
	Iteration 7F: 3 clusters Score -2979585 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2980695.750000 Penalty: 5111.252930
	Iteration 8F: 3 clusters Score -2980696 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2981587.000000 Penalty: 5111.252930
	Iteration 9Q: 3 clusters Score -2981587 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2982221.250000 Penalty: 5111.252930
	Iteration 10Q: 3 clusters Score -2982221 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2982612.500000 Penalty: 5111.252930
	Iteration 11Q: 3 clusters Score -2982612 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2982895.750000 Penalty: 5111.252930
	Iteration 12Q: 3 clusters Score -2982896 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2983115.250000 Penalty: 5111.252930
	Iteration 13Q: 3 clusters Score -2983115 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -2983262.750000 Penalty: 5111.252930
	Iteration 14Q: 3 clusters Score -2983263 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2983351.000000 Penalty: 5111.252930
	Iteration 15Q: 3 clusters Score -2983351 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2983420.250000 Penalty: 5111.252930
	Iteration 16Q: 3 clusters Score -2983420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2983482.000000 Penalty: 5111.252930
	Iteration 17Q: 3 clusters Score -2983482 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2983543.000000 Penalty: 5111.252930
	Iteration 18Q: 3 clusters Score -2983543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2983600.000000 Penalty: 5111.252930
	Iteration 19Q: 3 clusters Score -2983600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2983632.250000 Penalty: 5111.252930
	Iteration 20F: 3 clusters Score -2983632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2983676.000000 Penalty: 5111.252930
	Iteration 21Q: 3 clusters Score -2983676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2983704.500000 Penalty: 5111.252930
	Iteration 22Q: 3 clusters Score -2983704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2983730.000000 Penalty: 5111.252930
	Iteration 23Q: 3 clusters Score -2983730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2983762.000000 Penalty: 5111.252930
	Iteration 24Q: 3 clusters Score -2983762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2983792.750000 Penalty: 5111.252930
	Iteration 25Q: 3 clusters Score -2983793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -2983825.000000 Penalty: 5111.252930
	Iteration 26Q: 3 clusters Score -2983825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2983857.750000 Penalty: 5111.252930
	Iteration 27Q: 3 clusters Score -2983858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -2983876.750000 Penalty: 5111.252930
	Iteration 28Q: 3 clusters Score -2983877 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -2983907.750000 Penalty: 5111.252930
	Iteration 29Q: 3 clusters Score -2983908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -2983927.250000 Penalty: 5111.252930
	Iteration 30Q: 3 clusters Score -2983927 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2983952.750000 Penalty: 5111.252930
	Iteration 31Q: 3 clusters Score -2983953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -2983970.500000 Penalty: 5111.252930
	Iteration 32Q: 3 clusters Score -2983970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -2983973.000000 Penalty: 5111.252930
	Iteration 33Q: 3 clusters Score -2983973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2983983.250000 Penalty: 5111.252930
	Iteration 34Q: 3 clusters Score -2983983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2983996.750000 Penalty: 5111.252930
	Iteration 35Q: 3 clusters Score -2983997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2984005.250000 Penalty: 5111.252930
	Iteration 36Q: 3 clusters Score -2984005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -2984007.000000 Penalty: 5111.252930
	Iteration 37Q: 3 clusters Score -2984007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2984009.000000 Penalty: 5111.252930
	Iteration 38Q: 3 clusters Score -2984009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -2984009.750000 Penalty: 5111.252930
	Iteration 39Q: 3 clusters Score -2984010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -2984017.750000 Penalty: 5111.252930
	Iteration 40F: 3 clusters Score -2984018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2984019.000000 Penalty: 5111.252930
	Iteration 41Q: 3 clusters Score -2984019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2984028.750000 Penalty: 5111.252930
	Iteration 42Q: 3 clusters Score -2984029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2984030.250000 Penalty: 5111.252930
	Iteration 43Q: 3 clusters Score -2984030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2984031.000000 Penalty: 5111.252930
	Iteration 44Q: 3 clusters Score -2984031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2984037.750000 Penalty: 5111.252930
	Iteration 45Q: 3 clusters Score -2984038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -2984037.000000 Penalty: 5111.252930
	Iteration 46Q: 3 clusters Score -2984037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2984041.750000 Penalty: 5111.252930
	Iteration 47Q: 3 clusters Score -2984042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -2984041.500000 Penalty: 5111.252930
	Iteration 48Q: 3 clusters Score -2984042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2984061.000000 Penalty: 5111.252930
	Iteration 49Q: 3 clusters Score -2984061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2984073.500000 Penalty: 5111.252930
	Iteration 50Q: 3 clusters Score -2984074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2984071.750000 Penalty: 5111.252930
	Iteration 51Q: 3 clusters Score -2984072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2984083.000000 Penalty: 5111.252930
	Iteration 52Q: 3 clusters Score -2984083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -2984092.250000 Penalty: 5111.252930
	Iteration 53Q: 3 clusters Score -2984092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2984091.750000 Penalty: 5111.252930
	Iteration 54Q: 3 clusters Score -2984092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2984095.000000 Penalty: 5111.252930
	Iteration 55Q: 3 clusters Score -2984095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -2984106.250000 Penalty: 5111.252930
	Iteration 56Q: 3 clusters Score -2984106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2984110.000000 Penalty: 5111.252930
	Iteration 57Q: 3 clusters Score -2984110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -2984117.000000 Penalty: 5111.252930
	Iteration 58Q: 3 clusters Score -2984117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -2984121.000000 Penalty: 5111.252930
	Iteration 59Q: 3 clusters Score -2984121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -2984121.750000 Penalty: 5111.252930
	Iteration 60F: 3 clusters Score -2984122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2984136.500000 Penalty: 5111.252930
	Iteration 61Q: 3 clusters Score -2984136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2984141.500000 Penalty: 5111.252930
	Iteration 62Q: 3 clusters Score -2984142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -2984141.500000 Penalty: 5111.252930
	Iteration 63Q: 3 clusters Score -2984142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -2984150.250000 Penalty: 5111.252930
	Iteration 64Q: 3 clusters Score -2984150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -2984161.000000 Penalty: 5111.252930
	Iteration 65Q: 3 clusters Score -2984161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -2984166.750000 Penalty: 5111.252930
	Iteration 66Q: 3 clusters Score -2984167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -2984169.750000 Penalty: 5111.252930
	Iteration 67Q: 3 clusters Score -2984170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2984179.000000 Penalty: 5111.252930
	Iteration 68Q: 3 clusters Score -2984179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -2984185.000000 Penalty: 5111.252930
	Iteration 69Q: 3 clusters Score -2984185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -2984198.500000 Penalty: 5111.252930
	Iteration 70Q: 3 clusters Score -2984198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -2984208.000000 Penalty: 5111.252930
	Iteration 71Q: 3 clusters Score -2984208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -2984211.750000 Penalty: 5111.252930
	Iteration 72Q: 3 clusters Score -2984212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -2984226.000000 Penalty: 5111.252930
	Iteration 73Q: 3 clusters Score -2984226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2984225.250000 Penalty: 5111.252930
	Iteration 74Q: 3 clusters Score -2984225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -2984232.500000 Penalty: 5111.252930
	Iteration 75Q: 3 clusters Score -2984232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -2984244.500000 Penalty: 5111.252930
	Iteration 76Q: 3 clusters Score -2984244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2984246.750000 Penalty: 5111.252930
	Iteration 77Q: 3 clusters Score -2984247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -2984260.750000 Penalty: 5111.252930
	Iteration 78Q: 3 clusters Score -2984261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -2984266.500000 Penalty: 5111.252930
	Iteration 79Q: 3 clusters Score -2984266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -2984275.500000 Penalty: 5111.252930
	Iteration 80F: 3 clusters Score -2984276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -2984284.750000 Penalty: 5111.252930
	Iteration 81Q: 3 clusters Score -2984285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2984291.500000 Penalty: 5111.252930
	Iteration 82Q: 3 clusters Score -2984292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2984296.750000 Penalty: 5111.252930
	Iteration 83Q: 3 clusters Score -2984297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2984302.750000 Penalty: 5111.252930
	Iteration 84Q: 3 clusters Score -2984303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2984307.000000 Penalty: 5111.252930
	Iteration 85Q: 3 clusters Score -2984307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -2984316.000000 Penalty: 5111.252930
	Iteration 86Q: 3 clusters Score -2984316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -2984321.750000 Penalty: 5111.252930
	Iteration 87Q: 3 clusters Score -2984322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -2984323.000000 Penalty: 5111.252930
	Iteration 88Q: 3 clusters Score -2984323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -2984329.250000 Penalty: 5111.252930
	Iteration 89Q: 3 clusters Score -2984329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2984328.500000 Penalty: 5111.252930
	Iteration 90Q: 3 clusters Score -2984328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -2984334.000000 Penalty: 5111.252930
	Iteration 91Q: 3 clusters Score -2984334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -2984338.250000 Penalty: 5111.252930
	Iteration 92Q: 3 clusters Score -2984338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -2984347.000000 Penalty: 5111.252930
	Iteration 93Q: 3 clusters Score -2984347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -2984350.750000 Penalty: 5111.252930
	Iteration 94Q: 3 clusters Score -2984351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -2984359.500000 Penalty: 5111.252930
	Iteration 95Q: 3 clusters Score -2984360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -2984365.750000 Penalty: 5111.252930
	Iteration 96Q: 3 clusters Score -2984366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2984375.750000 Penalty: 5111.252930
	Iteration 97Q: 3 clusters Score -2984376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -2984381.500000 Penalty: 5111.252930
	Iteration 98Q: 3 clusters Score -2984382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -2984398.500000 Penalty: 5111.252930
	Iteration 99Q: 3 clusters Score -2984398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2984419.500000 Penalty: 5111.252930
	Iteration 100F: 3 clusters Score -2984420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2984446.250000 Penalty: 5111.252930
	Iteration 101Q: 3 clusters Score -2984446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -2984462.250000 Penalty: 5111.252930
	Iteration 102Q: 3 clusters Score -2984462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2984480.250000 Penalty: 5111.252930
	Iteration 103Q: 3 clusters Score -2984480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -2984492.750000 Penalty: 5111.252930
	Iteration 104Q: 3 clusters Score -2984493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -2984504.250000 Penalty: 5111.252930
	Iteration 105Q: 3 clusters Score -2984504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -2984513.250000 Penalty: 5111.252930
	Iteration 106Q: 3 clusters Score -2984513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -2984514.500000 Penalty: 5111.252930
	Iteration 107Q: 3 clusters Score -2984514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -2984525.000000 Penalty: 5111.252930
	Iteration 108Q: 3 clusters Score -2984525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -2984535.000000 Penalty: 5111.252930
	Iteration 109Q: 3 clusters Score -2984535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -2984536.000000 Penalty: 5111.252930
	Iteration 110Q: 3 clusters Score -2984536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2984540.250000 Penalty: 5111.252930
	Iteration 111Q: 3 clusters Score -2984540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2984541.750000 Penalty: 5111.252930
	Iteration 112Q: 3 clusters Score -2984542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -2984538.500000 Penalty: 5111.252930
	Iteration 113Q: 3 clusters Score -2984538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -2984539.250000 Penalty: 5111.252930
	Iteration 114Q: 3 clusters Score -2984539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -2984544.750000 Penalty: 5111.252930
	Iteration 115Q: 3 clusters Score -2984545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -2984547.000000 Penalty: 5111.252930
	Iteration 116Q: 3 clusters Score -2984547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -2984549.750000 Penalty: 5111.252930
	Iteration 117Q: 3 clusters Score -2984550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -2984554.500000 Penalty: 5111.252930
	Iteration 118Q: 3 clusters Score -2984554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2984551.750000 Penalty: 5111.252930
	Iteration 119Q: 3 clusters Score -2984552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -2984557.000000 Penalty: 5111.252930
	Iteration 120F: 3 clusters Score -2984557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -2984560.000000 Penalty: 5111.252930
	Iteration 121Q: 3 clusters Score -2984560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -2984562.750000 Penalty: 5111.252930
	Iteration 122Q: 3 clusters Score -2984563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -2984561.250000 Penalty: 5111.252930
	Iteration 123Q: 3 clusters Score -2984561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2984561.250000 Penalty: 5111.252930
	Iteration 124Q: 3 clusters Score -2984561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2984559.250000 Penalty: 5111.252930
	Iteration 125Q: 3 clusters Score -2984559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -2984559.500000 Penalty: 5111.252930
	Iteration 126Q: 3 clusters Score -2984560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -2984560.250000 Penalty: 5111.252930
	Iteration 127Q: 3 clusters Score -2984560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -2984562.500000 Penalty: 5111.252930
	Iteration 128Q: 3 clusters Score -2984562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -2984562.500000 Penalty: 5111.252930
	Iteration 129F: 3 clusters Score -2984562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Entering Unmasked Estep 
Score: -4395588.000000 Penalty: 2657.330078
	Iteration 0F: 2 clusters Score -4395588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4365126.000000 Penalty: 5314.660156
	Iteration 0F: 3 clusters Score -4365126 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4377626.000000 Penalty: 5314.660156
	Iteration 1F: 3 clusters Score -4377626 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4379532.000000 Penalty: 5314.660156
	Iteration 2F: 3 clusters Score -4379532 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4381938.000000 Penalty: 5314.660156
	Iteration 3F: 3 clusters Score -4381938 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4384394.000000 Penalty: 5314.660156
	Iteration 4F: 3 clusters Score -4384394 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4386639.500000 Penalty: 5314.660156
	Iteration 5F: 3 clusters Score -4386640 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4388394.500000 Penalty: 5314.660156
	Iteration 6F: 3 clusters Score -4388394 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4389722.000000 Penalty: 5314.660156
	Iteration 7F: 3 clusters Score -4389722 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4390601.500000 Penalty: 5314.660156
	Iteration 8Q: 3 clusters Score -4390602 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4391169.000000 Penalty: 5314.660156
	Iteration 9Q: 3 clusters Score -4391169 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4391467.500000 Penalty: 5314.660156
	Iteration 10Q: 3 clusters Score -4391468 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4391695.000000 Penalty: 5314.660156
	Iteration 11Q: 3 clusters Score -4391695 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4391870.000000 Penalty: 5314.660156
	Iteration 12Q: 3 clusters Score -4391870 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4391998.000000 Penalty: 5314.660156
	Iteration 13Q: 3 clusters Score -4391998 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4392085.000000 Penalty: 5314.660156
	Iteration 14Q: 3 clusters Score -4392085 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4392151.500000 Penalty: 5314.660156
	Iteration 15Q: 3 clusters Score -4392152 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4392213.500000 Penalty: 5314.660156
	Iteration 16Q: 3 clusters Score -4392214 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4392296.000000 Penalty: 5314.660156
	Iteration 17Q: 3 clusters Score -4392296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4392353.500000 Penalty: 5314.660156
	Iteration 18Q: 3 clusters Score -4392354 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4392394.500000 Penalty: 5314.660156
	Iteration 19Q: 3 clusters Score -4392394 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4392441.000000 Penalty: 5314.660156
	Iteration 20F: 3 clusters Score -4392441 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4392463.000000 Penalty: 5314.660156
	Iteration 21Q: 3 clusters Score -4392463 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4392501.500000 Penalty: 5314.660156
	Iteration 22Q: 3 clusters Score -4392502 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4392524.500000 Penalty: 5314.660156
	Iteration 23Q: 3 clusters Score -4392524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4392527.500000 Penalty: 5314.660156
	Iteration 24Q: 3 clusters Score -4392528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4392552.000000 Penalty: 5314.660156
	Iteration 25Q: 3 clusters Score -4392552 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4392556.500000 Penalty: 5314.660156
	Iteration 26Q: 3 clusters Score -4392556 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4392592.000000 Penalty: 5314.660156
	Iteration 27Q: 3 clusters Score -4392592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4392614.500000 Penalty: 5314.660156
	Iteration 28Q: 3 clusters Score -4392614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4392629.500000 Penalty: 5314.660156
	Iteration 29Q: 3 clusters Score -4392630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4392620.500000 Penalty: 5314.660156
	Iteration 30Q: 3 clusters Score -4392620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -4392625.000000 Penalty: 5314.660156
	Iteration 31Q: 3 clusters Score -4392625 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4392637.000000 Penalty: 5314.660156
	Iteration 32Q: 3 clusters Score -4392637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4392640.500000 Penalty: 5314.660156
	Iteration 33Q: 3 clusters Score -4392640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4392653.500000 Penalty: 5314.660156
	Iteration 34Q: 3 clusters Score -4392654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4392654.000000 Penalty: 5314.660156
	Iteration 35Q: 3 clusters Score -4392654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4392667.000000 Penalty: 5314.660156
	Iteration 36Q: 3 clusters Score -4392667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4392660.000000 Penalty: 5314.660156
	Iteration 37Q: 3 clusters Score -4392660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4392663.500000 Penalty: 5314.660156
	Iteration 38Q: 3 clusters Score -4392664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4392687.000000 Penalty: 5314.660156
	Iteration 39Q: 3 clusters Score -4392687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4392692.500000 Penalty: 5314.660156
	Iteration 40F: 3 clusters Score -4392692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4392701.000000 Penalty: 5314.660156
	Iteration 41Q: 3 clusters Score -4392701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4392710.500000 Penalty: 5314.660156
	Iteration 42Q: 3 clusters Score -4392710 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4392707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4392705.500000 Penalty: 5314.660156
	Iteration 44Q: 3 clusters Score -4392706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4392705.500000 Penalty: 5314.660156
	Iteration 45Q: 3 clusters Score -4392706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4392708.500000 Penalty: 5314.660156
	Iteration 46Q: 3 clusters Score -4392708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4392698.500000 Penalty: 5314.660156
	Iteration 47Q: 3 clusters Score -4392698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4392707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4392699.000000 Penalty: 5314.660156
	Iteration 49Q: 3 clusters Score -4392699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4392696.500000 Penalty: 5314.660156
	Iteration 50Q: 3 clusters Score -4392696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4392698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4392707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4392714.000000 Penalty: 5314.660156
	Iteration 53Q: 3 clusters Score -4392714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4392718.000000 Penalty: 5314.660156
	Iteration 54Q: 3 clusters Score -4392718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4392716.500000 Penalty: 5314.660156
	Iteration 55Q: 3 clusters Score -4392716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4392720.000000 Penalty: 5314.660156
	Iteration 56Q: 3 clusters Score -4392720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4392724.500000 Penalty: 5314.660156
	Iteration 57Q: 3 clusters Score -4392724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4392738.000000 Penalty: 5314.660156
	Iteration 58Q: 3 clusters Score -4392738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4392734.000000 Penalty: 5314.660156
	Iteration 59Q: 3 clusters Score -4392734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4392733.000000 Penalty: 5314.660156
	Iteration 60F: 3 clusters Score -4392733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4392726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4392724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4392727.500000 Penalty: 5314.660156
	Iteration 63Q: 3 clusters Score -4392728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4392728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4392723.500000 Penalty: 5314.660156
	Iteration 65Q: 3 clusters Score -4392724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4392724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4392731.000000 Penalty: 5314.660156
	Iteration 67Q: 3 clusters Score -4392731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4392737.500000 Penalty: 5314.660156
	Iteration 68Q: 3 clusters Score -4392738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4392736.000000 Penalty: 5314.660156
	Iteration 69Q: 3 clusters Score -4392736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4392734.500000 Penalty: 5314.660156
	Iteration 70Q: 3 clusters Score -4392734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4392736 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4392740.500000 Penalty: 5314.660156
	Iteration 72Q: 3 clusters Score -4392740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4392742.500000 Penalty: 5314.660156
	Iteration 73Q: 3 clusters Score -4392742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4392748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4392756.500000 Penalty: 5314.660156
	Iteration 75Q: 3 clusters Score -4392756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4392761.000000 Penalty: 5314.660156
	Iteration 76Q: 3 clusters Score -4392761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4392760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4392756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4392758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4392756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4392764.500000 Penalty: 5314.660156
	Iteration 81Q: 3 clusters Score -4392764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4392758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4392752.000000 Penalty: 5314.660156
	Iteration 83Q: 3 clusters Score -4392752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4392755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4392752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4392756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4392746.500000 Penalty: 5314.660156
	Iteration 87Q: 3 clusters Score -4392746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4392750.000000 Penalty: 5314.660156
	Iteration 88Q: 3 clusters Score -4392750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4392757.500000 Penalty: 5314.660156
	Iteration 89Q: 3 clusters Score -4392758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4392762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4392770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4392782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4392782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4392764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4392766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4392770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4392792.000000 Penalty: 5314.660156
	Iteration 97Q: 3 clusters Score -4392792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4392797 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4392800 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4392804.500000 Penalty: 5314.660156
	Iteration 100F: 3 clusters Score -4392804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4392802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4392816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4392808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4392806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4392812.500000 Penalty: 5314.660156
	Iteration 105Q: 3 clusters Score -4392812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4392814 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4392818 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4392832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4392862.500000 Penalty: 5314.660156
	Iteration 109Q: 3 clusters Score -4392862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4392869 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4392871 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4392883 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4392906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4392913.000000 Penalty: 5314.660156
	Iteration 114Q: 3 clusters Score -4392913 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4392916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4392924 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4392919.000000 Penalty: 5314.660156
	Iteration 117Q: 3 clusters Score -4392919 nChanged 126
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Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4392938 nChanged 119
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Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4392945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4392982 nChanged 156
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Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4392988 nChanged 170
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Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4393012 nChanged 178
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Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4393033 nChanged 173
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Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4393064 nChanged 178
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Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4393090 nChanged 160
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Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4393094 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4393129.500000 Penalty: 5314.660156
	Iteration 127Q: 3 clusters Score -4393130 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4393142.000000 Penalty: 5314.660156
	Iteration 128Q: 3 clusters Score -4393142 nChanged 197
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Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -4393167.000000 Penalty: 5314.660156
	Iteration 129Q: 3 clusters Score -4393167 nChanged 213
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Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -4393194.500000 Penalty: 5314.660156
	Iteration 130Q: 3 clusters Score -4393194 nChanged 220
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Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4393237.500000 Penalty: 5314.660156
	Iteration 131Q: 3 clusters Score -4393238 nChanged 219
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Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4393240.500000 Penalty: 5314.660156
	Iteration 132Q: 3 clusters Score -4393240 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4393258.500000 Penalty: 5314.660156
	Iteration 133Q: 3 clusters Score -4393258 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4393287 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4393318.500000 Penalty: 5314.660156
	Iteration 135Q: 3 clusters Score -4393318 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4393346.000000 Penalty: 5314.660156
	Iteration 136Q: 3 clusters Score -4393346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -4393353.500000 Penalty: 5314.660156
	Iteration 137Q: 3 clusters Score -4393354 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4393397.000000 Penalty: 5314.660156
	Iteration 138Q: 3 clusters Score -4393397 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4393457.000000 Penalty: 5314.660156
	Iteration 139Q: 3 clusters Score -4393457 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4393484.000000 Penalty: 5314.660156
	Iteration 140F: 3 clusters Score -4393484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4393522.500000 Penalty: 5314.660156
	Iteration 141Q: 3 clusters Score -4393522 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4393584.000000 Penalty: 5314.660156
	Iteration 142Q: 3 clusters Score -4393584 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -4393628.500000 Penalty: 5314.660156
	Iteration 143Q: 3 clusters Score -4393628 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -4393662.000000 Penalty: 5314.660156
	Iteration 144Q: 3 clusters Score -4393662 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4393697.500000 Penalty: 5314.660156
	Iteration 145Q: 3 clusters Score -4393698 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4393735.500000 Penalty: 5314.660156
	Iteration 146Q: 3 clusters Score -4393736 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4393806.500000 Penalty: 5314.660156
	Iteration 147Q: 3 clusters Score -4393806 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4393855.000000 Penalty: 5314.660156
	Iteration 148Q: 3 clusters Score -4393855 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4393903.500000 Penalty: 5314.660156
	Iteration 149Q: 3 clusters Score -4393904 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4393973.000000 Penalty: 5314.660156
	Iteration 150Q: 3 clusters Score -4393973 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4394034.000000 Penalty: 5314.660156
	Iteration 151Q: 3 clusters Score -4394034 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4394062.000000 Penalty: 5314.660156
	Iteration 152Q: 3 clusters Score -4394062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4394101.000000 Penalty: 5314.660156
	Iteration 153Q: 3 clusters Score -4394101 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4394162.500000 Penalty: 5314.660156
	Iteration 154Q: 3 clusters Score -4394162 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -4394213.500000 Penalty: 5314.660156
	Iteration 155Q: 3 clusters Score -4394214 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4394289.500000 Penalty: 5314.660156
	Iteration 156Q: 3 clusters Score -4394290 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4394362.500000 Penalty: 5314.660156
	Iteration 157Q: 3 clusters Score -4394362 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4394422.000000 Penalty: 5314.660156
	Iteration 158Q: 3 clusters Score -4394422 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4394500.000000 Penalty: 5314.660156
	Iteration 159Q: 3 clusters Score -4394500 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4394573.500000 Penalty: 5314.660156
	Iteration 160F: 3 clusters Score -4394574 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -4394655.500000 Penalty: 5314.660156
	Iteration 161Q: 3 clusters Score -4394656 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4394733.500000 Penalty: 5314.660156
	Iteration 162Q: 3 clusters Score -4394734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -4394817.000000 Penalty: 5314.660156
	Iteration 163Q: 3 clusters Score -4394817 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4394897.000000 Penalty: 5314.660156
	Iteration 164Q: 3 clusters Score -4394897 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4394947.000000 Penalty: 5314.660156
	Iteration 165Q: 3 clusters Score -4394947 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4394983.000000 Penalty: 5314.660156
	Iteration 166Q: 3 clusters Score -4394983 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4395023.000000 Penalty: 5314.660156
	Iteration 167Q: 3 clusters Score -4395023 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4395060.500000 Penalty: 5314.660156
	Iteration 168Q: 3 clusters Score -4395060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4395101.000000 Penalty: 5314.660156
	Iteration 169Q: 3 clusters Score -4395101 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4395127.000000 Penalty: 5314.660156
	Iteration 170Q: 3 clusters Score -4395127 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4395155.500000 Penalty: 5314.660156
	Iteration 171Q: 3 clusters Score -4395156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4395176.000000 Penalty: 5314.660156
	Iteration 172Q: 3 clusters Score -4395176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4395203.000000 Penalty: 5314.660156
	Iteration 173Q: 3 clusters Score -4395203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4395226.000000 Penalty: 5314.660156
	Iteration 174Q: 3 clusters Score -4395226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4395238.500000 Penalty: 5314.660156
	Iteration 175Q: 3 clusters Score -4395238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4395249.000000 Penalty: 5314.660156
	Iteration 176Q: 3 clusters Score -4395249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4395266.500000 Penalty: 5314.660156
	Iteration 177Q: 3 clusters Score -4395266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4395258.000000 Penalty: 5314.660156
	Iteration 178Q: 3 clusters Score -4395258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4395261.500000 Penalty: 5314.660156
	Iteration 179Q: 3 clusters Score -4395262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4395262.000000 Penalty: 5314.660156
	Iteration 180F: 3 clusters Score -4395262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4395261.500000 Penalty: 5314.660156
	Iteration 181Q: 3 clusters Score -4395262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4395265.000000 Penalty: 5314.660156
	Iteration 182Q: 3 clusters Score -4395265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4395270.000000 Penalty: 5314.660156
	Iteration 183Q: 3 clusters Score -4395270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4395268.500000 Penalty: 5314.660156
	Iteration 184Q: 3 clusters Score -4395268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4395273.500000 Penalty: 5314.660156
	Iteration 185Q: 3 clusters Score -4395274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4395277.500000 Penalty: 5314.660156
	Iteration 186Q: 3 clusters Score -4395278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4395284.000000 Penalty: 5314.660156
	Iteration 187Q: 3 clusters Score -4395284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4395293.500000 Penalty: 5314.660156
	Iteration 188Q: 3 clusters Score -4395294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4395297.000000 Penalty: 5314.660156
	Iteration 189Q: 3 clusters Score -4395297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4395294.500000 Penalty: 5314.660156
	Iteration 190Q: 3 clusters Score -4395294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4395299.500000 Penalty: 5314.660156
	Iteration 191Q: 3 clusters Score -4395300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4395309.500000 Penalty: 5314.660156
	Iteration 192Q: 3 clusters Score -4395310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4395306.500000 Penalty: 5314.660156
	Iteration 193Q: 3 clusters Score -4395306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4395327.500000 Penalty: 5314.660156
	Iteration 194Q: 3 clusters Score -4395328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4395321.500000 Penalty: 5314.660156
	Iteration 195Q: 3 clusters Score -4395322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4395321.000000 Penalty: 5314.660156
	Iteration 196Q: 3 clusters Score -4395321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4395319.500000 Penalty: 5314.660156
	Iteration 197Q: 3 clusters Score -4395320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4395319.500000 Penalty: 5314.660156
	Iteration 198F: 3 clusters Score -4395320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -290100.343750 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -290100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286858.062500 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -286858.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287542.781250 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -287542.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -287722.562500 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -287722.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -287827.906250 Penalty: 3963.158203
	Iteration 3Q: 3 clusters Score -287827.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -287875.281250 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -287875.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -287911.218750 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -287911.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -287932.968750 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -287933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -287952.781250 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -287952.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -287965.656250 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -287965.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287973.218750 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -287973.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -287981.625000 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -287981.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -287992.281250 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -287992.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287998.500000 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -287998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288002.687500 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -288002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288004.562500 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -288004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288007.125000 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -288007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288008.406250 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -288008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288010.250000 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -288010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288012.968750 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -288013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -288015.906250 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -288015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288019.593750 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -288019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -288023.750000 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -288023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288029.906250 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -288029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -288035.593750 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -288035.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -288039.687500 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -288039.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288043.375000 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -288043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -288045.625000 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -288045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288048.375000 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -288048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -288052.312500 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -288052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -288053.843750 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -288053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -288054.500000 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -288054.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -288055.312500 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -288055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -288055.312500 Penalty: 3963.158203
	Iteration 32F: 3 clusters Score -288055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -514324.750000 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -514324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -509471.687500 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -509471.7 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -511192.906250 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -511192.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -511829.843750 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -511829.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -512395.375000 Penalty: 4283.916992
	Iteration 3F: 3 clusters Score -512395.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -512854.937500 Penalty: 4283.916992
	Iteration 4F: 3 clusters Score -512854.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -513206.125000 Penalty: 4283.916992
	Iteration 5F: 3 clusters Score -513206.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -513477.531250 Penalty: 4283.916992
	Iteration 6Q: 3 clusters Score -513477.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -513635.500000 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -513635.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -513731.093750 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -513731.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -513788.843750 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -513788.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -513820.718750 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -513820.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -513840.250000 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -513840.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -513851.281250 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -513851.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -513856.218750 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -513856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -513860.968750 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -513861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -513862.500000 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -513862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -513864.125000 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -513864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -513864.656250 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -513864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -513863.843750 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -513863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -513866.156250 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -513866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -513868.468750 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -513868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -513870.531250 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -513870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -513871.062500 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -513871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -513871.062500 Penalty: 4283.916992
	Iteration 23F: 3 clusters Score -513871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -520182.875000 Penalty: 2148.943848
	Iteration 0F: 2 clusters Score -520182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -515109.031250 Penalty: 4297.887695
	Iteration 0F: 3 clusters Score -515109 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -516689.718750 Penalty: 4297.887695
	Iteration 1F: 3 clusters Score -516689.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -517425.437500 Penalty: 4297.887695
	Iteration 2F: 3 clusters Score -517425.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -518078.968750 Penalty: 4297.887695
	Iteration 3F: 3 clusters Score -518079 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -518695.125000 Penalty: 4297.887695
	Iteration 4F: 3 clusters Score -518695.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -519181.937500 Penalty: 4297.887695
	Iteration 5F: 3 clusters Score -519181.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -519542.781250 Penalty: 4297.887695
	Iteration 6F: 3 clusters Score -519542.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -519863.062500 Penalty: 4297.887695
	Iteration 7Q: 3 clusters Score -519863.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -520099.062500 Penalty: 4297.887695
	Iteration 8Q: 3 clusters Score -520099.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -520240.937500 Penalty: 4297.887695
	Iteration 9Q: 3 clusters Score -520240.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -520300.375000 Penalty: 4297.887695
	Iteration 10Q: 3 clusters Score -520300.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -520330.031250 Penalty: 4297.887695
	Iteration 11Q: 3 clusters Score -520330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -520345.406250 Penalty: 4297.887695
	Iteration 12Q: 3 clusters Score -520345.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -520355.468750 Penalty: 4297.887695
	Iteration 13Q: 3 clusters Score -520355.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -520363.531250 Penalty: 4297.887695
	Iteration 14Q: 3 clusters Score -520363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -520371.500000 Penalty: 4297.887695
	Iteration 15Q: 3 clusters Score -520371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -520376.843750 Penalty: 4297.887695
	Iteration 16Q: 3 clusters Score -520376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -520378.718750 Penalty: 4297.887695
	Iteration 17Q: 3 clusters Score -520378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -520379.031250 Penalty: 4297.887695
	Iteration 18Q: 3 clusters Score -520379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -520379.812500 Penalty: 4297.887695
	Iteration 19Q: 3 clusters Score -520379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -520381.156250 Penalty: 4297.887695
	Iteration 20F: 3 clusters Score -520381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15323 members 
Mstep: Class 14 contains 19363 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 97971 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10323 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23984 members 
Mstep: Class 42 contains 3374 members 
Entering Unmasked Estep 
Score: -58952044.000000 Penalty: 139028.390625
Splitting cluster 10 changes total score from -58953016.000000 to -58952044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -652468.437500 Penalty: 2184.697754
	Iteration 0F: 2 clusters Score -652468.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -646895.375000 Penalty: 4369.395508
	Iteration 0F: 3 clusters Score -646895.4 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -648281.812500 Penalty: 4369.395508
	Iteration 1F: 3 clusters Score -648281.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -648517.250000 Penalty: 4369.395508
	Iteration 2F: 3 clusters Score -648517.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -648655.875000 Penalty: 4369.395508
	Iteration 3Q: 3 clusters Score -648655.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -648756.937500 Penalty: 4369.395508
	Iteration 4Q: 3 clusters Score -648756.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -648847.500000 Penalty: 4369.395508
	Iteration 5Q: 3 clusters Score -648847.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -648923.312500 Penalty: 4369.395508
	Iteration 6Q: 3 clusters Score -648923.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -648985.875000 Penalty: 4369.395508
	Iteration 7Q: 3 clusters Score -648985.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -649048.125000 Penalty: 4369.395508
	Iteration 8Q: 3 clusters Score -649048.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -649131.250000 Penalty: 4369.395508
	Iteration 9Q: 3 clusters Score -649131.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -649213.437500 Penalty: 4369.395508
	Iteration 10Q: 3 clusters Score -649213.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -649297.250000 Penalty: 4369.395508
	Iteration 11Q: 3 clusters Score -649297.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -649391.937500 Penalty: 4369.395508
	Iteration 12Q: 3 clusters Score -649391.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -649488.500000 Penalty: 4369.395508
	Iteration 13Q: 3 clusters Score -649488.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -649580.187500 Penalty: 4369.395508
	Iteration 14Q: 3 clusters Score -649580.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -649675.500000 Penalty: 4369.395508
	Iteration 15Q: 3 clusters Score -649675.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -649755.625000 Penalty: 4369.395508
	Iteration 16Q: 3 clusters Score -649755.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -649831.437500 Penalty: 4369.395508
	Iteration 17Q: 3 clusters Score -649831.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -649911.875000 Penalty: 4369.395508
	Iteration 18Q: 3 clusters Score -649911.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -649995.187500 Penalty: 4369.395508
	Iteration 19Q: 3 clusters Score -649995.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -650068.375000 Penalty: 4369.395508
	Iteration 20F: 3 clusters Score -650068.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -650140.625000 Penalty: 4369.395508
	Iteration 21Q: 3 clusters Score -650140.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -650195.500000 Penalty: 4369.395508
	Iteration 22Q: 3 clusters Score -650195.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -650244.562500 Penalty: 4369.395508
	Iteration 23Q: 3 clusters Score -650244.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -650293.875000 Penalty: 4369.395508
	Iteration 24Q: 3 clusters Score -650293.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -650338.000000 Penalty: 4369.395508
	Iteration 25Q: 3 clusters Score -650338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -650380.250000 Penalty: 4369.395508
	Iteration 26Q: 3 clusters Score -650380.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -650414.125000 Penalty: 4369.395508
	Iteration 27Q: 3 clusters Score -650414.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -650437.187500 Penalty: 4369.395508
	Iteration 28Q: 3 clusters Score -650437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -650451.875000 Penalty: 4369.395508
	Iteration 29Q: 3 clusters Score -650451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -650464.375000 Penalty: 4369.395508
	Iteration 30Q: 3 clusters Score -650464.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -650479.312500 Penalty: 4369.395508
	Iteration 31Q: 3 clusters Score -650479.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -650494.750000 Penalty: 4369.395508
	Iteration 32Q: 3 clusters Score -650494.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -650512.875000 Penalty: 4369.395508
	Iteration 33Q: 3 clusters Score -650512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -650526.875000 Penalty: 4369.395508
	Iteration 34Q: 3 clusters Score -650526.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -650538.937500 Penalty: 4369.395508
	Iteration 35Q: 3 clusters Score -650538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -650554.687500 Penalty: 4369.395508
	Iteration 36Q: 3 clusters Score -650554.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -650570.187500 Penalty: 4369.395508
	Iteration 37Q: 3 clusters Score -650570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -650578.437500 Penalty: 4369.395508
	Iteration 38Q: 3 clusters Score -650578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -650581.937500 Penalty: 4369.395508
	Iteration 39Q: 3 clusters Score -650581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -650586.500000 Penalty: 4369.395508
	Iteration 40F: 3 clusters Score -650586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -650594.187500 Penalty: 4369.395508
	Iteration 41Q: 3 clusters Score -650594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -650601.062500 Penalty: 4369.395508
	Iteration 42Q: 3 clusters Score -650601.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -650603.375000 Penalty: 4369.395508
	Iteration 43Q: 3 clusters Score -650603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -650604.562500 Penalty: 4369.395508
	Iteration 44Q: 3 clusters Score -650604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -650608.687500 Penalty: 4369.395508
	Iteration 45Q: 3 clusters Score -650608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -650611.562500 Penalty: 4369.395508
	Iteration 46Q: 3 clusters Score -650611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -650615.375000 Penalty: 4369.395508
	Iteration 47Q: 3 clusters Score -650615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -650619.687500 Penalty: 4369.395508
	Iteration 48Q: 3 clusters Score -650619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -650621.312500 Penalty: 4369.395508
	Iteration 49Q: 3 clusters Score -650621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -650626.937500 Penalty: 4369.395508
	Iteration 50Q: 3 clusters Score -650626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -650627.687500 Penalty: 4369.395508
	Iteration 51Q: 3 clusters Score -650627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -650629.687500 Penalty: 4369.395508
	Iteration 52Q: 3 clusters Score -650629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -650629.687500 Penalty: 4369.395508
	Iteration 53F: 3 clusters Score -650629.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Entering Unmasked Estep 
Score: -6192184.500000 Penalty: 2735.051514
	Iteration 0F: 2 clusters Score -6192184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -6150902.500000 Penalty: 5470.103027
	Iteration 0F: 3 clusters Score -6150902 nChanged 28707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6167504.000000 Penalty: 5470.103027
	Iteration 1F: 3 clusters Score -6167504 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6169058.000000 Penalty: 5470.103027
	Iteration 2F: 3 clusters Score -6169058 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6171530.000000 Penalty: 5470.103027
	Iteration 3F: 3 clusters Score -6171530 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -6175354.500000 Penalty: 5470.103027
	Iteration 4F: 3 clusters Score -6175354 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -6179562.500000 Penalty: 5470.103027
	Iteration 5F: 3 clusters Score -6179562 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6183268.500000 Penalty: 5470.103027
	Iteration 6F: 3 clusters Score -6183268 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -6185733.000000 Penalty: 5470.103027
	Iteration 7Q: 3 clusters Score -6185733 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6187258.000000 Penalty: 5470.103027
	Iteration 8Q: 3 clusters Score -6187258 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6188173.000000 Penalty: 5470.103027
	Iteration 9Q: 3 clusters Score -6188173 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6188760.500000 Penalty: 5470.103027
	Iteration 10Q: 3 clusters Score -6188760 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6189074.500000 Penalty: 5470.103027
	Iteration 11Q: 3 clusters Score -6189074 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6189296.000000 Penalty: 5470.103027
	Iteration 12Q: 3 clusters Score -6189296 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6189428.500000 Penalty: 5470.103027
	Iteration 13Q: 3 clusters Score -6189428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6189529.000000 Penalty: 5470.103027
	Iteration 14Q: 3 clusters Score -6189529 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6189625.500000 Penalty: 5470.103027
	Iteration 15Q: 3 clusters Score -6189626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6189676.000000 Penalty: 5470.103027
	Iteration 16Q: 3 clusters Score -6189676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6189724.500000 Penalty: 5470.103027
	Iteration 17Q: 3 clusters Score -6189724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6189766.000000 Penalty: 5470.103027
	Iteration 18Q: 3 clusters Score -6189766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6189786.500000 Penalty: 5470.103027
	Iteration 19Q: 3 clusters Score -6189786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6189796.000000 Penalty: 5470.103027
	Iteration 20F: 3 clusters Score -6189796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6189802.000000 Penalty: 5470.103027
	Iteration 21Q: 3 clusters Score -6189802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6189822.000000 Penalty: 5470.103027
	Iteration 22Q: 3 clusters Score -6189822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6189842.000000 Penalty: 5470.103027
	Iteration 23Q: 3 clusters Score -6189842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6189852.500000 Penalty: 5470.103027
	Iteration 24Q: 3 clusters Score -6189852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6189849.500000 Penalty: 5470.103027
	Iteration 25Q: 3 clusters Score -6189850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6189857.000000 Penalty: 5470.103027
	Iteration 26Q: 3 clusters Score -6189857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6189861.000000 Penalty: 5470.103027
	Iteration 27Q: 3 clusters Score -6189861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6189865.000000 Penalty: 5470.103027
	Iteration 28Q: 3 clusters Score -6189865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6189871.500000 Penalty: 5470.103027
	Iteration 29Q: 3 clusters Score -6189872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6189880.500000 Penalty: 5470.103027
	Iteration 30Q: 3 clusters Score -6189880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6189881.500000 Penalty: 5470.103027
	Iteration 31Q: 3 clusters Score -6189882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6189882.000000 Penalty: 5470.103027
	Iteration 32Q: 3 clusters Score -6189882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6189889.500000 Penalty: 5470.103027
	Iteration 33Q: 3 clusters Score -6189890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6189891.000000 Penalty: 5470.103027
	Iteration 34Q: 3 clusters Score -6189891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6189887.500000 Penalty: 5470.103027
	Iteration 35Q: 3 clusters Score -6189888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6189887.500000 Penalty: 5470.103027
	Iteration 36Q: 3 clusters Score -6189888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6189888.000000 Penalty: 5470.103027
	Iteration 37Q: 3 clusters Score -6189888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6189898.500000 Penalty: 5470.103027
	Iteration 38Q: 3 clusters Score -6189898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6189900.000000 Penalty: 5470.103027
	Iteration 39Q: 3 clusters Score -6189900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6189904.500000 Penalty: 5470.103027
	Iteration 40F: 3 clusters Score -6189904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6189898.500000 Penalty: 5470.103027
	Iteration 41Q: 3 clusters Score -6189898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6189896.500000 Penalty: 5470.103027
	Iteration 42Q: 3 clusters Score -6189896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6189895.500000 Penalty: 5470.103027
	Iteration 43Q: 3 clusters Score -6189896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6189897.500000 Penalty: 5470.103027
	Iteration 44Q: 3 clusters Score -6189898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6189905.500000 Penalty: 5470.103027
	Iteration 45Q: 3 clusters Score -6189906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6189912.500000 Penalty: 5470.103027
	Iteration 46Q: 3 clusters Score -6189912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6189915.500000 Penalty: 5470.103027
	Iteration 47Q: 3 clusters Score -6189916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6189921.000000 Penalty: 5470.103027
	Iteration 48Q: 3 clusters Score -6189921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6189916.500000 Penalty: 5470.103027
	Iteration 49Q: 3 clusters Score -6189916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6189927.500000 Penalty: 5470.103027
	Iteration 50Q: 3 clusters Score -6189928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6189931.000000 Penalty: 5470.103027
	Iteration 51Q: 3 clusters Score -6189931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6189937.500000 Penalty: 5470.103027
	Iteration 52Q: 3 clusters Score -6189938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6189931.500000 Penalty: 5470.103027
	Iteration 53Q: 3 clusters Score -6189932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6189932.500000 Penalty: 5470.103027
	Iteration 54Q: 3 clusters Score -6189932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6189931.000000 Penalty: 5470.103027
	Iteration 55Q: 3 clusters Score -6189931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6189931.000000 Penalty: 5470.103027
	Iteration 56F: 3 clusters Score -6189931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Entering Unmasked Estep 
Score: -1437487.625000 Penalty: 2390.003418
	Iteration 0F: 2 clusters Score -1437488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1426433.625000 Penalty: 4780.006836
	Iteration 0F: 3 clusters Score -1426434 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1430194.625000 Penalty: 4780.006836
	Iteration 1F: 3 clusters Score -1430195 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1430950.125000 Penalty: 4780.006836
	Iteration 2F: 3 clusters Score -1430950 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1431812.875000 Penalty: 4780.006836
	Iteration 3F: 3 clusters Score -1431813 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1432801.125000 Penalty: 4780.006836
	Iteration 4F: 3 clusters Score -1432801 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1433795.125000 Penalty: 4780.006836
	Iteration 5F: 3 clusters Score -1433795 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1434604.125000 Penalty: 4780.006836
	Iteration 6F: 3 clusters Score -1434604 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1435177.250000 Penalty: 4780.006836
	Iteration 7F: 3 clusters Score -1435177 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1435532.375000 Penalty: 4780.006836
	Iteration 8Q: 3 clusters Score -1435532 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1435715.000000 Penalty: 4780.006836
	Iteration 9Q: 3 clusters Score -1435715 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1435806.750000 Penalty: 4780.006836
	Iteration 10Q: 3 clusters Score -1435807 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1435846.125000 Penalty: 4780.006836
	Iteration 11Q: 3 clusters Score -1435846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1435879.000000 Penalty: 4780.006836
	Iteration 12Q: 3 clusters Score -1435879 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1435897.250000 Penalty: 4780.006836
	Iteration 13Q: 3 clusters Score -1435897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1435915.125000 Penalty: 4780.006836
	Iteration 14Q: 3 clusters Score -1435915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1435929.875000 Penalty: 4780.006836
	Iteration 15Q: 3 clusters Score -1435930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1435946.625000 Penalty: 4780.006836
	Iteration 16Q: 3 clusters Score -1435947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1435958.750000 Penalty: 4780.006836
	Iteration 17Q: 3 clusters Score -1435959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1435973.375000 Penalty: 4780.006836
	Iteration 18Q: 3 clusters Score -1435973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1435979.875000 Penalty: 4780.006836
	Iteration 19Q: 3 clusters Score -1435980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1435985.500000 Penalty: 4780.006836
	Iteration 20F: 3 clusters Score -1435986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1435988.375000 Penalty: 4780.006836
	Iteration 21Q: 3 clusters Score -1435988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1435995.125000 Penalty: 4780.006836
	Iteration 22Q: 3 clusters Score -1435995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1435999.250000 Penalty: 4780.006836
	Iteration 23Q: 3 clusters Score -1435999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1436005.375000 Penalty: 4780.006836
	Iteration 24Q: 3 clusters Score -1436005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1436013.500000 Penalty: 4780.006836
	Iteration 25Q: 3 clusters Score -1436014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1436013.875000 Penalty: 4780.006836
	Iteration 26Q: 3 clusters Score -1436014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1436018.375000 Penalty: 4780.006836
	Iteration 27Q: 3 clusters Score -1436018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1436024.250000 Penalty: 4780.006836
	Iteration 28Q: 3 clusters Score -1436024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1436023.875000 Penalty: 4780.006836
	Iteration 29Q: 3 clusters Score -1436024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1436028.000000 Penalty: 4780.006836
	Iteration 30Q: 3 clusters Score -1436028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1436027.125000 Penalty: 4780.006836
	Iteration 31Q: 3 clusters Score -1436027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1436030.000000 Penalty: 4780.006836
	Iteration 32Q: 3 clusters Score -1436030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1436038.000000 Penalty: 4780.006836
	Iteration 33Q: 3 clusters Score -1436038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1436043.125000 Penalty: 4780.006836
	Iteration 34Q: 3 clusters Score -1436043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1436047.250000 Penalty: 4780.006836
	Iteration 35Q: 3 clusters Score -1436047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1436050.500000 Penalty: 4780.006836
	Iteration 36Q: 3 clusters Score -1436050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1436056.125000 Penalty: 4780.006836
	Iteration 37Q: 3 clusters Score -1436056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1436057.500000 Penalty: 4780.006836
	Iteration 38Q: 3 clusters Score -1436058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1436057.625000 Penalty: 4780.006836
	Iteration 39Q: 3 clusters Score -1436058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1436059.375000 Penalty: 4780.006836
	Iteration 40F: 3 clusters Score -1436059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1436063.125000 Penalty: 4780.006836
	Iteration 41Q: 3 clusters Score -1436063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1436062.125000 Penalty: 4780.006836
	Iteration 42Q: 3 clusters Score -1436062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1436062.625000 Penalty: 4780.006836
	Iteration 43Q: 3 clusters Score -1436063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1436061.250000 Penalty: 4780.006836
	Iteration 44Q: 3 clusters Score -1436061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1436060.375000 Penalty: 4780.006836
	Iteration 45Q: 3 clusters Score -1436060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1436060.875000 Penalty: 4780.006836
	Iteration 46Q: 3 clusters Score -1436061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1436059.750000 Penalty: 4780.006836
	Iteration 47Q: 3 clusters Score -1436060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1436061.500000 Penalty: 4780.006836
	Iteration 48Q: 3 clusters Score -1436062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1436059.875000 Penalty: 4780.006836
	Iteration 49Q: 3 clusters Score -1436060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1436062.500000 Penalty: 4780.006836
	Iteration 50Q: 3 clusters Score -1436062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1436060.875000 Penalty: 4780.006836
	Iteration 51Q: 3 clusters Score -1436061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1436064.750000 Penalty: 4780.006836
	Iteration 52Q: 3 clusters Score -1436065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1436064.000000 Penalty: 4780.006836
	Iteration 53Q: 3 clusters Score -1436064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1436066.875000 Penalty: 4780.006836
	Iteration 54Q: 3 clusters Score -1436067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1436067.500000 Penalty: 4780.006836
	Iteration 55Q: 3 clusters Score -1436068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1436067.375000 Penalty: 4780.006836
	Iteration 56Q: 3 clusters Score -1436067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1436067.875000 Penalty: 4780.006836
	Iteration 57Q: 3 clusters Score -1436068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1436068.375000 Penalty: 4780.006836
	Iteration 58Q: 3 clusters Score -1436068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1436067.375000 Penalty: 4780.006836
	Iteration 59Q: 3 clusters Score -1436067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1436069.000000 Penalty: 4780.006836
	Iteration 60F: 3 clusters Score -1436069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1436072.000000 Penalty: 4780.006836
	Iteration 61Q: 3 clusters Score -1436072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1436072.000000 Penalty: 4780.006836
	Iteration 62F: 3 clusters Score -1436072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Entering Unmasked Estep 
Score: -1901279.250000 Penalty: 2448.037598
	Iteration 0F: 2 clusters Score -1901279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1887684.250000 Penalty: 4896.075195
	Iteration 0F: 3 clusters Score -1887684 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1892309.125000 Penalty: 4896.075195
	Iteration 1F: 3 clusters Score -1892309 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1892925.000000 Penalty: 4896.075195
	Iteration 2F: 3 clusters Score -1892925 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1893478.250000 Penalty: 4896.075195
	Iteration 3F: 3 clusters Score -1893478 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1894102.000000 Penalty: 4896.075195
	Iteration 4F: 3 clusters Score -1894102 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1894860.000000 Penalty: 4896.075195
	Iteration 5F: 3 clusters Score -1894860 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1895773.875000 Penalty: 4896.075195
	Iteration 6F: 3 clusters Score -1895774 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1896724.375000 Penalty: 4896.075195
	Iteration 7F: 3 clusters Score -1896724 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1897479.250000 Penalty: 4896.075195
	Iteration 8F: 3 clusters Score -1897479 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1897993.500000 Penalty: 4896.075195
	Iteration 9Q: 3 clusters Score -1897994 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1898320.750000 Penalty: 4896.075195
	Iteration 10Q: 3 clusters Score -1898321 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1898569.375000 Penalty: 4896.075195
	Iteration 11Q: 3 clusters Score -1898569 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1898742.750000 Penalty: 4896.075195
	Iteration 12Q: 3 clusters Score -1898743 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1898851.750000 Penalty: 4896.075195
	Iteration 13Q: 3 clusters Score -1898852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1898959.250000 Penalty: 4896.075195
	Iteration 14Q: 3 clusters Score -1898959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1899025.250000 Penalty: 4896.075195
	Iteration 15Q: 3 clusters Score -1899025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1899073.875000 Penalty: 4896.075195
	Iteration 16Q: 3 clusters Score -1899074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1899105.125000 Penalty: 4896.075195
	Iteration 17Q: 3 clusters Score -1899105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1899137.625000 Penalty: 4896.075195
	Iteration 18Q: 3 clusters Score -1899138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1899162.125000 Penalty: 4896.075195
	Iteration 19Q: 3 clusters Score -1899162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1899189.500000 Penalty: 4896.075195
	Iteration 20F: 3 clusters Score -1899190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1899196.125000 Penalty: 4896.075195
	Iteration 21Q: 3 clusters Score -1899196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1899207.375000 Penalty: 4896.075195
	Iteration 22Q: 3 clusters Score -1899207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1899215.250000 Penalty: 4896.075195
	Iteration 23Q: 3 clusters Score -1899215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1899221.875000 Penalty: 4896.075195
	Iteration 24Q: 3 clusters Score -1899222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1899233.250000 Penalty: 4896.075195
	Iteration 25Q: 3 clusters Score -1899233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1899236.500000 Penalty: 4896.075195
	Iteration 26Q: 3 clusters Score -1899236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1899238.250000 Penalty: 4896.075195
	Iteration 27Q: 3 clusters Score -1899238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1899244.500000 Penalty: 4896.075195
	Iteration 28Q: 3 clusters Score -1899244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1899246.375000 Penalty: 4896.075195
	Iteration 29Q: 3 clusters Score -1899246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1899246.750000 Penalty: 4896.075195
	Iteration 30Q: 3 clusters Score -1899247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1899248.250000 Penalty: 4896.075195
	Iteration 31Q: 3 clusters Score -1899248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1899251.125000 Penalty: 4896.075195
	Iteration 32Q: 3 clusters Score -1899251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1899253.375000 Penalty: 4896.075195
	Iteration 33Q: 3 clusters Score -1899253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1899251.875000 Penalty: 4896.075195
	Iteration 34Q: 3 clusters Score -1899252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1899253.125000 Penalty: 4896.075195
	Iteration 35Q: 3 clusters Score -1899253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1899256.000000 Penalty: 4896.075195
	Iteration 36Q: 3 clusters Score -1899256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1899256.000000 Penalty: 4896.075195
	Iteration 37F: 3 clusters Score -1899256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Entering Unmasked Estep 
Score: -1430897.125000 Penalty: 2388.037109
	Iteration 0F: 2 clusters Score -1430897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1419898.000000 Penalty: 4776.074219
	Iteration 0F: 3 clusters Score -1419898 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1423595.750000 Penalty: 4776.074219
	Iteration 1F: 3 clusters Score -1423596 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1424452.625000 Penalty: 4776.074219
	Iteration 2F: 3 clusters Score -1424453 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1425676.125000 Penalty: 4776.074219
	Iteration 3F: 3 clusters Score -1425676 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1427011.750000 Penalty: 4776.074219
	Iteration 4F: 3 clusters Score -1427012 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1428200.375000 Penalty: 4776.074219
	Iteration 5F: 3 clusters Score -1428200 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1429066.750000 Penalty: 4776.074219
	Iteration 6F: 3 clusters Score -1429067 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1429504.250000 Penalty: 4776.074219
	Iteration 7Q: 3 clusters Score -1429504 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1429743.500000 Penalty: 4776.074219
	Iteration 8Q: 3 clusters Score -1429744 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1429894.625000 Penalty: 4776.074219
	Iteration 9Q: 3 clusters Score -1429895 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1429988.000000 Penalty: 4776.074219
	Iteration 10Q: 3 clusters Score -1429988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1430051.750000 Penalty: 4776.074219
	Iteration 11Q: 3 clusters Score -1430052 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1430100.375000 Penalty: 4776.074219
	Iteration 12Q: 3 clusters Score -1430100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1430132.375000 Penalty: 4776.074219
	Iteration 13Q: 3 clusters Score -1430132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1430144.625000 Penalty: 4776.074219
	Iteration 14Q: 3 clusters Score -1430145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1430158.125000 Penalty: 4776.074219
	Iteration 15Q: 3 clusters Score -1430158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1430170.625000 Penalty: 4776.074219
	Iteration 16Q: 3 clusters Score -1430171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1430177.625000 Penalty: 4776.074219
	Iteration 17Q: 3 clusters Score -1430178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1430182.000000 Penalty: 4776.074219
	Iteration 18Q: 3 clusters Score -1430182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1430194.125000 Penalty: 4776.074219
	Iteration 19Q: 3 clusters Score -1430194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1430197.750000 Penalty: 4776.074219
	Iteration 20F: 3 clusters Score -1430198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1430211.375000 Penalty: 4776.074219
	Iteration 21Q: 3 clusters Score -1430211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1430216.625000 Penalty: 4776.074219
	Iteration 22Q: 3 clusters Score -1430217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1430228.375000 Penalty: 4776.074219
	Iteration 23Q: 3 clusters Score -1430228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1430227.375000 Penalty: 4776.074219
	Iteration 24Q: 3 clusters Score -1430227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1430228.250000 Penalty: 4776.074219
	Iteration 25Q: 3 clusters Score -1430228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1430238.250000 Penalty: 4776.074219
	Iteration 26Q: 3 clusters Score -1430238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1430243.625000 Penalty: 4776.074219
	Iteration 27Q: 3 clusters Score -1430244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1430242.500000 Penalty: 4776.074219
	Iteration 28Q: 3 clusters Score -1430242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1430241.500000 Penalty: 4776.074219
	Iteration 29Q: 3 clusters Score -1430242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1430243.625000 Penalty: 4776.074219
	Iteration 30Q: 3 clusters Score -1430244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1430246.250000 Penalty: 4776.074219
	Iteration 31Q: 3 clusters Score -1430246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1430249.000000 Penalty: 4776.074219
	Iteration 32Q: 3 clusters Score -1430249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1430248.750000 Penalty: 4776.074219
	Iteration 33Q: 3 clusters Score -1430249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1430252.375000 Penalty: 4776.074219
	Iteration 34Q: 3 clusters Score -1430252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1430255.125000 Penalty: 4776.074219
	Iteration 35Q: 3 clusters Score -1430255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1430255.250000 Penalty: 4776.074219
	Iteration 36Q: 3 clusters Score -1430255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1430262.250000 Penalty: 4776.074219
	Iteration 37Q: 3 clusters Score -1430262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1430261.875000 Penalty: 4776.074219
	Iteration 38Q: 3 clusters Score -1430262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1430264.875000 Penalty: 4776.074219
	Iteration 39Q: 3 clusters Score -1430265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1430262.625000 Penalty: 4776.074219
	Iteration 40F: 3 clusters Score -1430263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1430261.125000 Penalty: 4776.074219
	Iteration 41Q: 3 clusters Score -1430261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1430262.375000 Penalty: 4776.074219
	Iteration 42Q: 3 clusters Score -1430262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1430262.125000 Penalty: 4776.074219
	Iteration 43Q: 3 clusters Score -1430262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1430260.625000 Penalty: 4776.074219
	Iteration 44Q: 3 clusters Score -1430261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1430261.250000 Penalty: 4776.074219
	Iteration 45Q: 3 clusters Score -1430261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1430263.500000 Penalty: 4776.074219
	Iteration 46Q: 3 clusters Score -1430264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1430264.750000 Penalty: 4776.074219
	Iteration 47Q: 3 clusters Score -1430265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1430264.750000 Penalty: 4776.074219
	Iteration 48Q: 3 clusters Score -1430265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1430266.125000 Penalty: 4776.074219
	Iteration 49Q: 3 clusters Score -1430266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1430264.000000 Penalty: 4776.074219
	Iteration 50Q: 3 clusters Score -1430264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1430268.250000 Penalty: 4776.074219
	Iteration 51Q: 3 clusters Score -1430268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1430269.625000 Penalty: 4776.074219
	Iteration 52Q: 3 clusters Score -1430270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1430268.000000 Penalty: 4776.074219
	Iteration 53Q: 3 clusters Score -1430268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1430268.625000 Penalty: 4776.074219
	Iteration 54Q: 3 clusters Score -1430269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1430268.875000 Penalty: 4776.074219
	Iteration 55Q: 3 clusters Score -1430269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1430268.875000 Penalty: 4776.074219
	Iteration 56F: 3 clusters Score -1430269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Entering Unmasked Estep 
Score: -1531264.125000 Penalty: 2396.599365
	Iteration 0F: 2 clusters Score -1531264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1519963.625000 Penalty: 4793.198730
	Iteration 0F: 3 clusters Score -1519964 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1523638.250000 Penalty: 4793.198730
	Iteration 1F: 3 clusters Score -1523638 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1524024.625000 Penalty: 4793.198730
	Iteration 2F: 3 clusters Score -1524025 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1524299.875000 Penalty: 4793.198730
	Iteration 3Q: 3 clusters Score -1524300 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1524489.500000 Penalty: 4793.198730
	Iteration 4Q: 3 clusters Score -1524490 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1524643.000000 Penalty: 4793.198730
	Iteration 5Q: 3 clusters Score -1524643 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1524767.875000 Penalty: 4793.198730
	Iteration 6Q: 3 clusters Score -1524768 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1524916.875000 Penalty: 4793.198730
	Iteration 7Q: 3 clusters Score -1524917 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1525053.625000 Penalty: 4793.198730
	Iteration 8Q: 3 clusters Score -1525054 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1525200.375000 Penalty: 4793.198730
	Iteration 9Q: 3 clusters Score -1525200 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1525362.875000 Penalty: 4793.198730
	Iteration 10Q: 3 clusters Score -1525363 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1525534.125000 Penalty: 4793.198730
	Iteration 11Q: 3 clusters Score -1525534 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1525710.875000 Penalty: 4793.198730
	Iteration 12Q: 3 clusters Score -1525711 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1525928.125000 Penalty: 4793.198730
	Iteration 13Q: 3 clusters Score -1525928 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1526175.000000 Penalty: 4793.198730
	Iteration 14Q: 3 clusters Score -1526175 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1526445.875000 Penalty: 4793.198730
	Iteration 15Q: 3 clusters Score -1526446 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1526741.375000 Penalty: 4793.198730
	Iteration 16Q: 3 clusters Score -1526741 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1527049.625000 Penalty: 4793.198730
	Iteration 17Q: 3 clusters Score -1527050 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1527382.250000 Penalty: 4793.198730
	Iteration 18Q: 3 clusters Score -1527382 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1527691.125000 Penalty: 4793.198730
	Iteration 19Q: 3 clusters Score -1527691 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1527958.375000 Penalty: 4793.198730
	Iteration 20F: 3 clusters Score -1527958 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1528205.750000 Penalty: 4793.198730
	Iteration 21Q: 3 clusters Score -1528206 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1528401.375000 Penalty: 4793.198730
	Iteration 22Q: 3 clusters Score -1528401 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1528560.750000 Penalty: 4793.198730
	Iteration 23Q: 3 clusters Score -1528561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1528665.875000 Penalty: 4793.198730
	Iteration 24Q: 3 clusters Score -1528666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1528753.250000 Penalty: 4793.198730
	Iteration 25Q: 3 clusters Score -1528753 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1528823.750000 Penalty: 4793.198730
	Iteration 26Q: 3 clusters Score -1528824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1528865.000000 Penalty: 4793.198730
	Iteration 27Q: 3 clusters Score -1528865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1528903.500000 Penalty: 4793.198730
	Iteration 28Q: 3 clusters Score -1528904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1528942.500000 Penalty: 4793.198730
	Iteration 29Q: 3 clusters Score -1528942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1528972.375000 Penalty: 4793.198730
	Iteration 30Q: 3 clusters Score -1528972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1528997.125000 Penalty: 4793.198730
	Iteration 31Q: 3 clusters Score -1528997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1529022.250000 Penalty: 4793.198730
	Iteration 32Q: 3 clusters Score -1529022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1529035.500000 Penalty: 4793.198730
	Iteration 33Q: 3 clusters Score -1529036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1529047.750000 Penalty: 4793.198730
	Iteration 34Q: 3 clusters Score -1529048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1529062.500000 Penalty: 4793.198730
	Iteration 35Q: 3 clusters Score -1529062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1529076.500000 Penalty: 4793.198730
	Iteration 36Q: 3 clusters Score -1529076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1529089.750000 Penalty: 4793.198730
	Iteration 37Q: 3 clusters Score -1529090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1529102.250000 Penalty: 4793.198730
	Iteration 38Q: 3 clusters Score -1529102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1529107.375000 Penalty: 4793.198730
	Iteration 39Q: 3 clusters Score -1529107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1529114.250000 Penalty: 4793.198730
	Iteration 40F: 3 clusters Score -1529114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1529121.375000 Penalty: 4793.198730
	Iteration 41Q: 3 clusters Score -1529121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1529128.625000 Penalty: 4793.198730
	Iteration 42Q: 3 clusters Score -1529129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1529134.625000 Penalty: 4793.198730
	Iteration 43Q: 3 clusters Score -1529135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1529136.000000 Penalty: 4793.198730
	Iteration 44Q: 3 clusters Score -1529136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1529141.500000 Penalty: 4793.198730
	Iteration 45Q: 3 clusters Score -1529142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1529145.125000 Penalty: 4793.198730
	Iteration 46Q: 3 clusters Score -1529145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1529149.750000 Penalty: 4793.198730
	Iteration 47Q: 3 clusters Score -1529150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1529153.000000 Penalty: 4793.198730
	Iteration 48Q: 3 clusters Score -1529153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1529152.500000 Penalty: 4793.198730
	Iteration 49Q: 3 clusters Score -1529152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1529151.000000 Penalty: 4793.198730
	Iteration 50Q: 3 clusters Score -1529151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1529152.375000 Penalty: 4793.198730
	Iteration 51Q: 3 clusters Score -1529152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1529157.375000 Penalty: 4793.198730
	Iteration 52Q: 3 clusters Score -1529157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1529156.000000 Penalty: 4793.198730
	Iteration 53Q: 3 clusters Score -1529156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1529158.750000 Penalty: 4793.198730
	Iteration 54Q: 3 clusters Score -1529159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1529158.875000 Penalty: 4793.198730
	Iteration 55Q: 3 clusters Score -1529159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1529160.000000 Penalty: 4793.198730
	Iteration 56Q: 3 clusters Score -1529160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1529158.750000 Penalty: 4793.198730
	Iteration 57Q: 3 clusters Score -1529159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1529158.125000 Penalty: 4793.198730
	Iteration 58Q: 3 clusters Score -1529158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1529159.500000 Penalty: 4793.198730
	Iteration 59Q: 3 clusters Score -1529160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1529159.125000 Penalty: 4793.198730
	Iteration 60F: 3 clusters Score -1529159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Entering Unmasked Estep 
Score: -3493654.250000 Penalty: 2594.977051
	Iteration 0F: 2 clusters Score -3493654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3469840.750000 Penalty: 5189.954102
	Iteration 0F: 3 clusters Score -3469841 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3478547.750000 Penalty: 5189.954102
	Iteration 1F: 3 clusters Score -3478548 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3479156.750000 Penalty: 5189.954102
	Iteration 2F: 3 clusters Score -3479157 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3479691.000000 Penalty: 5189.954102
	Iteration 3Q: 3 clusters Score -3479691 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3480259.000000 Penalty: 5189.954102
	Iteration 4Q: 3 clusters Score -3480259 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3480911.000000 Penalty: 5189.954102
	Iteration 5Q: 3 clusters Score -3480911 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3481784.500000 Penalty: 5189.954102
	Iteration 6Q: 3 clusters Score -3481784 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3482959.000000 Penalty: 5189.954102
	Iteration 7F: 3 clusters Score -3482959 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3484346.500000 Penalty: 5189.954102
	Iteration 8F: 3 clusters Score -3484346 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3485606.250000 Penalty: 5189.954102
	Iteration 9F: 3 clusters Score -3485606 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3486548.750000 Penalty: 5189.954102
	Iteration 10F: 3 clusters Score -3486549 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3487210.500000 Penalty: 5189.954102
	Iteration 11Q: 3 clusters Score -3487210 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3487601.750000 Penalty: 5189.954102
	Iteration 12Q: 3 clusters Score -3487602 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3487908.750000 Penalty: 5189.954102
	Iteration 13Q: 3 clusters Score -3487909 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3488079.000000 Penalty: 5189.954102
	Iteration 14Q: 3 clusters Score -3488079 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3488196.000000 Penalty: 5189.954102
	Iteration 15Q: 3 clusters Score -3488196 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3488283.750000 Penalty: 5189.954102
	Iteration 16Q: 3 clusters Score -3488284 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3488359.500000 Penalty: 5189.954102
	Iteration 17Q: 3 clusters Score -3488360 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3488442.500000 Penalty: 5189.954102
	Iteration 18Q: 3 clusters Score -3488442 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3488487.500000 Penalty: 5189.954102
	Iteration 19Q: 3 clusters Score -3488488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3488536.750000 Penalty: 5189.954102
	Iteration 20F: 3 clusters Score -3488537 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3488587.000000 Penalty: 5189.954102
	Iteration 21Q: 3 clusters Score -3488587 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3488615.500000 Penalty: 5189.954102
	Iteration 22Q: 3 clusters Score -3488616 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3488642.000000 Penalty: 5189.954102
	Iteration 23Q: 3 clusters Score -3488642 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3488690.000000 Penalty: 5189.954102
	Iteration 24Q: 3 clusters Score -3488690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3488713.750000 Penalty: 5189.954102
	Iteration 25Q: 3 clusters Score -3488714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3488761.750000 Penalty: 5189.954102
	Iteration 26Q: 3 clusters Score -3488762 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3488813.500000 Penalty: 5189.954102
	Iteration 27Q: 3 clusters Score -3488814 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3488862.500000 Penalty: 5189.954102
	Iteration 28Q: 3 clusters Score -3488862 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3488919.000000 Penalty: 5189.954102
	Iteration 29Q: 3 clusters Score -3488919 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3488968.250000 Penalty: 5189.954102
	Iteration 30Q: 3 clusters Score -3488968 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3489014.250000 Penalty: 5189.954102
	Iteration 31Q: 3 clusters Score -3489014 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3489098.500000 Penalty: 5189.954102
	Iteration 32Q: 3 clusters Score -3489098 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3489201.250000 Penalty: 5189.954102
	Iteration 33Q: 3 clusters Score -3489201 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3489286.000000 Penalty: 5189.954102
	Iteration 34Q: 3 clusters Score -3489286 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3489389.250000 Penalty: 5189.954102
	Iteration 35Q: 3 clusters Score -3489389 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3489518.500000 Penalty: 5189.954102
	Iteration 36Q: 3 clusters Score -3489518 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3489667.750000 Penalty: 5189.954102
	Iteration 37Q: 3 clusters Score -3489668 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3489813.250000 Penalty: 5189.954102
	Iteration 38Q: 3 clusters Score -3489813 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3489966.000000 Penalty: 5189.954102
	Iteration 39Q: 3 clusters Score -3489966 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3490168.000000 Penalty: 5189.954102
	Iteration 40F: 3 clusters Score -3490168 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3490337.750000 Penalty: 5189.954102
	Iteration 41Q: 3 clusters Score -3490338 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3490510.750000 Penalty: 5189.954102
	Iteration 42Q: 3 clusters Score -3490511 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3490702.250000 Penalty: 5189.954102
	Iteration 43Q: 3 clusters Score -3490702 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3490895.500000 Penalty: 5189.954102
	Iteration 44Q: 3 clusters Score -3490896 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3491054.000000 Penalty: 5189.954102
	Iteration 45Q: 3 clusters Score -3491054 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3491201.500000 Penalty: 5189.954102
	Iteration 46Q: 3 clusters Score -3491202 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3491315.500000 Penalty: 5189.954102
	Iteration 47Q: 3 clusters Score -3491316 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3491445.250000 Penalty: 5189.954102
	Iteration 48Q: 3 clusters Score -3491445 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3491521.500000 Penalty: 5189.954102
	Iteration 49Q: 3 clusters Score -3491522 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -3491606.750000 Penalty: 5189.954102
	Iteration 50Q: 3 clusters Score -3491607 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3491672.250000 Penalty: 5189.954102
	Iteration 51Q: 3 clusters Score -3491672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3491738.500000 Penalty: 5189.954102
	Iteration 52Q: 3 clusters Score -3491738 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3491794.000000 Penalty: 5189.954102
	Iteration 53Q: 3 clusters Score -3491794 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3491827.000000 Penalty: 5189.954102
	Iteration 54Q: 3 clusters Score -3491827 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3491852.500000 Penalty: 5189.954102
	Iteration 55Q: 3 clusters Score -3491852 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3491880.750000 Penalty: 5189.954102
	Iteration 56Q: 3 clusters Score -3491881 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3491908.500000 Penalty: 5189.954102
	Iteration 57Q: 3 clusters Score -3491908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3491932.500000 Penalty: 5189.954102
	Iteration 58Q: 3 clusters Score -3491932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3491972.750000 Penalty: 5189.954102
	Iteration 59Q: 3 clusters Score -3491973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -3491992.000000 Penalty: 5189.954102
	Iteration 60F: 3 clusters Score -3491992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3492005.500000 Penalty: 5189.954102
	Iteration 61Q: 3 clusters Score -3492006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -3492024.000000 Penalty: 5189.954102
	Iteration 62Q: 3 clusters Score -3492024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3492033.750000 Penalty: 5189.954102
	Iteration 63Q: 3 clusters Score -3492034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3492043.750000 Penalty: 5189.954102
	Iteration 64Q: 3 clusters Score -3492044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -3492054.000000 Penalty: 5189.954102
	Iteration 65Q: 3 clusters Score -3492054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3492057.500000 Penalty: 5189.954102
	Iteration 66Q: 3 clusters Score -3492058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3492066.750000 Penalty: 5189.954102
	Iteration 67Q: 3 clusters Score -3492067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -3492063.250000 Penalty: 5189.954102
	Iteration 68Q: 3 clusters Score -3492063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3492070.500000 Penalty: 5189.954102
	Iteration 69Q: 3 clusters Score -3492070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -3492076.250000 Penalty: 5189.954102
	Iteration 70Q: 3 clusters Score -3492076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3492078.500000 Penalty: 5189.954102
	Iteration 71Q: 3 clusters Score -3492078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3492079.250000 Penalty: 5189.954102
	Iteration 72Q: 3 clusters Score -3492079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3492087.000000 Penalty: 5189.954102
	Iteration 73Q: 3 clusters Score -3492087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3492085.500000 Penalty: 5189.954102
	Iteration 74Q: 3 clusters Score -3492086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3492089.250000 Penalty: 5189.954102
	Iteration 75Q: 3 clusters Score -3492089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3492093.250000 Penalty: 5189.954102
	Iteration 76Q: 3 clusters Score -3492093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3492088.000000 Penalty: 5189.954102
	Iteration 77Q: 3 clusters Score -3492088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3492093.500000 Penalty: 5189.954102
	Iteration 78Q: 3 clusters Score -3492094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3492090.500000 Penalty: 5189.954102
	Iteration 79Q: 3 clusters Score -3492090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3492091.750000 Penalty: 5189.954102
	Iteration 80F: 3 clusters Score -3492092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3492091.000000 Penalty: 5189.954102
	Iteration 81Q: 3 clusters Score -3492091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3492098.250000 Penalty: 5189.954102
	Iteration 82Q: 3 clusters Score -3492098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3492096.000000 Penalty: 5189.954102
	Iteration 83Q: 3 clusters Score -3492096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3492098.500000 Penalty: 5189.954102
	Iteration 84Q: 3 clusters Score -3492098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3492102.250000 Penalty: 5189.954102
	Iteration 85Q: 3 clusters Score -3492102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3492108.500000 Penalty: 5189.954102
	Iteration 86Q: 3 clusters Score -3492108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3492110.500000 Penalty: 5189.954102
	Iteration 87Q: 3 clusters Score -3492110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3492113.000000 Penalty: 5189.954102
	Iteration 88Q: 3 clusters Score -3492113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3492109.000000 Penalty: 5189.954102
	Iteration 89Q: 3 clusters Score -3492109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3492112.250000 Penalty: 5189.954102
	Iteration 90Q: 3 clusters Score -3492112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3492109.250000 Penalty: 5189.954102
	Iteration 91Q: 3 clusters Score -3492109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3492112.750000 Penalty: 5189.954102
	Iteration 92Q: 3 clusters Score -3492113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3492117.000000 Penalty: 5189.954102
	Iteration 93Q: 3 clusters Score -3492117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3492114.750000 Penalty: 5189.954102
	Iteration 94Q: 3 clusters Score -3492115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3492113.500000 Penalty: 5189.954102
	Iteration 95Q: 3 clusters Score -3492114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -3492117.250000 Penalty: 5189.954102
	Iteration 96Q: 3 clusters Score -3492117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3492119.000000 Penalty: 5189.954102
	Iteration 97Q: 3 clusters Score -3492119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -3492113.750000 Penalty: 5189.954102
	Iteration 98Q: 3 clusters Score -3492114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3492112.000000 Penalty: 5189.954102
	Iteration 99Q: 3 clusters Score -3492112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3492114.500000 Penalty: 5189.954102
	Iteration 100F: 3 clusters Score -3492114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3492116.000000 Penalty: 5189.954102
	Iteration 101Q: 3 clusters Score -3492116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3492117.750000 Penalty: 5189.954102
	Iteration 102Q: 3 clusters Score -3492118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -3492119.500000 Penalty: 5189.954102
	Iteration 103Q: 3 clusters Score -3492120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3492120.250000 Penalty: 5189.954102
	Iteration 104Q: 3 clusters Score -3492120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3492119.500000 Penalty: 5189.954102
	Iteration 105Q: 3 clusters Score -3492120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3492124.250000 Penalty: 5189.954102
	Iteration 106Q: 3 clusters Score -3492124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3492124.250000 Penalty: 5189.954102
	Iteration 107Q: 3 clusters Score -3492124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3492124.250000 Penalty: 5189.954102
	Iteration 108F: 3 clusters Score -3492124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Entering Unmasked Estep 
Score: -2594946.250000 Penalty: 2514.058838
	Iteration 0F: 2 clusters Score -2594946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2577444.750000 Penalty: 5028.117676
	Iteration 0F: 3 clusters Score -2577445 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2583861.500000 Penalty: 5028.117676
	Iteration 1F: 3 clusters Score -2583862 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2584589.000000 Penalty: 5028.117676
	Iteration 2F: 3 clusters Score -2584589 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2585397.000000 Penalty: 5028.117676
	Iteration 3F: 3 clusters Score -2585397 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2586327.750000 Penalty: 5028.117676
	Iteration 4F: 3 clusters Score -2586328 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2587452.500000 Penalty: 5028.117676
	Iteration 5F: 3 clusters Score -2587452 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2588712.250000 Penalty: 5028.117676
	Iteration 6F: 3 clusters Score -2588712 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2589856.500000 Penalty: 5028.117676
	Iteration 7F: 3 clusters Score -2589856 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2590763.250000 Penalty: 5028.117676
	Iteration 8Q: 3 clusters Score -2590763 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2591464.000000 Penalty: 5028.117676
	Iteration 9Q: 3 clusters Score -2591464 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2591891.750000 Penalty: 5028.117676
	Iteration 10Q: 3 clusters Score -2591892 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2592163.500000 Penalty: 5028.117676
	Iteration 11Q: 3 clusters Score -2592164 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2592337.250000 Penalty: 5028.117676
	Iteration 12Q: 3 clusters Score -2592337 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2592482.500000 Penalty: 5028.117676
	Iteration 13Q: 3 clusters Score -2592482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2592563.000000 Penalty: 5028.117676
	Iteration 14Q: 3 clusters Score -2592563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2592635.750000 Penalty: 5028.117676
	Iteration 15Q: 3 clusters Score -2592636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2592699.750000 Penalty: 5028.117676
	Iteration 16Q: 3 clusters Score -2592700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2592746.500000 Penalty: 5028.117676
	Iteration 17Q: 3 clusters Score -2592746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2592790.000000 Penalty: 5028.117676
	Iteration 18Q: 3 clusters Score -2592790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2592829.000000 Penalty: 5028.117676
	Iteration 19Q: 3 clusters Score -2592829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2592850.750000 Penalty: 5028.117676
	Iteration 20F: 3 clusters Score -2592851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2592869.250000 Penalty: 5028.117676
	Iteration 21Q: 3 clusters Score -2592869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2592884.250000 Penalty: 5028.117676
	Iteration 22Q: 3 clusters Score -2592884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2592892.250000 Penalty: 5028.117676
	Iteration 23Q: 3 clusters Score -2592892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2592903.750000 Penalty: 5028.117676
	Iteration 24Q: 3 clusters Score -2592904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2592911.250000 Penalty: 5028.117676
	Iteration 25Q: 3 clusters Score -2592911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2592930.500000 Penalty: 5028.117676
	Iteration 26Q: 3 clusters Score -2592930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2592940.250000 Penalty: 5028.117676
	Iteration 27Q: 3 clusters Score -2592940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2592945.000000 Penalty: 5028.117676
	Iteration 28Q: 3 clusters Score -2592945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2592955.000000 Penalty: 5028.117676
	Iteration 29Q: 3 clusters Score -2592955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2592959.750000 Penalty: 5028.117676
	Iteration 30Q: 3 clusters Score -2592960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2592965.500000 Penalty: 5028.117676
	Iteration 31Q: 3 clusters Score -2592966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2592964.250000 Penalty: 5028.117676
	Iteration 32Q: 3 clusters Score -2592964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2592965.500000 Penalty: 5028.117676
	Iteration 33Q: 3 clusters Score -2592966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2592968.500000 Penalty: 5028.117676
	Iteration 34Q: 3 clusters Score -2592968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2592968.750000 Penalty: 5028.117676
	Iteration 35Q: 3 clusters Score -2592969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2592968.750000 Penalty: 5028.117676
	Iteration 36Q: 3 clusters Score -2592969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2592968.750000 Penalty: 5028.117676
	Iteration 37Q: 3 clusters Score -2592969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2592972.500000 Penalty: 5028.117676
	Iteration 38Q: 3 clusters Score -2592972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2592981.500000 Penalty: 5028.117676
	Iteration 39Q: 3 clusters Score -2592982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2592982.750000 Penalty: 5028.117676
	Iteration 40F: 3 clusters Score -2592983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2592984.250000 Penalty: 5028.117676
	Iteration 41Q: 3 clusters Score -2592984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2592984.500000 Penalty: 5028.117676
	Iteration 42Q: 3 clusters Score -2592984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2592984.500000 Penalty: 5028.117676
	Iteration 43F: 3 clusters Score -2592984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1004015.625000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1004016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -996414.812500 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -996414.8 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -998656.250000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -998656.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -999070.937500 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -999070.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -999478.562500 Penalty: 4561.737793
	Iteration 3F: 3 clusters Score -999478.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -999946.187500 Penalty: 4561.737793
	Iteration 4F: 3 clusters Score -999946.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1000393.187500 Penalty: 4561.737793
	Iteration 5F: 3 clusters Score -1000393 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1000801.312500 Penalty: 4561.737793
	Iteration 6F: 3 clusters Score -1000801 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1001109.062500 Penalty: 4561.737793
	Iteration 7F: 3 clusters Score -1001109 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1001332.687500 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1001333 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1001479.937500 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1001480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1001582.625000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1001583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1001648.375000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1001648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1001705.375000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1001705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1001743.750000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1001744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1001768.875000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1001769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1001789.687500 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1001790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1001803.250000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1001803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1001815.875000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1001816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1001825.312500 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1001825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1001834.687500 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1001835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1001844.312500 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1001844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1001851.062500 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1001851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1001858.062500 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1001858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1001866.937500 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1001867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1001871.125000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1001871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1001876.000000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1001876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1001880.625000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1001881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1001885.375000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1001885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1001886.000000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1001886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1001886.625000 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1001887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1001890.812500 Penalty: 4561.737793
	Iteration 30Q: 3 clusters Score -1001891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1001893.437500 Penalty: 4561.737793
	Iteration 31Q: 3 clusters Score -1001893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1001894.687500 Penalty: 4561.737793
	Iteration 32Q: 3 clusters Score -1001895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1001894.250000 Penalty: 4561.737793
	Iteration 33Q: 3 clusters Score -1001894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1001894.437500 Penalty: 4561.737793
	Iteration 34Q: 3 clusters Score -1001894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1001895.312500 Penalty: 4561.737793
	Iteration 35Q: 3 clusters Score -1001895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1001896.687500 Penalty: 4561.737793
	Iteration 36Q: 3 clusters Score -1001897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1001896.125000 Penalty: 4561.737793
	Iteration 37Q: 3 clusters Score -1001896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1001898.312500 Penalty: 4561.737793
	Iteration 38Q: 3 clusters Score -1001898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1001900.250000 Penalty: 4561.737793
	Iteration 39Q: 3 clusters Score -1001900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1001901.812500 Penalty: 4561.737793
	Iteration 40F: 3 clusters Score -1001902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1001902.125000 Penalty: 4561.737793
	Iteration 41Q: 3 clusters Score -1001902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1001902.125000 Penalty: 4561.737793
	Iteration 42F: 3 clusters Score -1001902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Entering Unmasked Estep 
Score: -1397714.875000 Penalty: 2398.170166
	Iteration 0F: 2 clusters Score -1397715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1386302.750000 Penalty: 4796.340332
	Iteration 0F: 3 clusters Score -1386303 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1390351.250000 Penalty: 4796.340332
	Iteration 1F: 3 clusters Score -1390351 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1390987.875000 Penalty: 4796.340332
	Iteration 2F: 3 clusters Score -1390988 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1391595.125000 Penalty: 4796.340332
	Iteration 3F: 3 clusters Score -1391595 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1392198.750000 Penalty: 4796.340332
	Iteration 4F: 3 clusters Score -1392199 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1392774.625000 Penalty: 4796.340332
	Iteration 5F: 3 clusters Score -1392775 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1393285.750000 Penalty: 4796.340332
	Iteration 6F: 3 clusters Score -1393286 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1393673.625000 Penalty: 4796.340332
	Iteration 7Q: 3 clusters Score -1393674 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1394016.750000 Penalty: 4796.340332
	Iteration 8Q: 3 clusters Score -1394017 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1394325.375000 Penalty: 4796.340332
	Iteration 9Q: 3 clusters Score -1394325 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1394565.000000 Penalty: 4796.340332
	Iteration 10Q: 3 clusters Score -1394565 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1394763.500000 Penalty: 4796.340332
	Iteration 11Q: 3 clusters Score -1394764 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1394944.750000 Penalty: 4796.340332
	Iteration 12Q: 3 clusters Score -1394945 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1395104.000000 Penalty: 4796.340332
	Iteration 13Q: 3 clusters Score -1395104 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1395243.250000 Penalty: 4796.340332
	Iteration 14Q: 3 clusters Score -1395243 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1395360.750000 Penalty: 4796.340332
	Iteration 15Q: 3 clusters Score -1395361 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1395476.500000 Penalty: 4796.340332
	Iteration 16Q: 3 clusters Score -1395476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1395619.625000 Penalty: 4796.340332
	Iteration 17Q: 3 clusters Score -1395620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1395768.500000 Penalty: 4796.340332
	Iteration 18Q: 3 clusters Score -1395768 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1395910.250000 Penalty: 4796.340332
	Iteration 19Q: 3 clusters Score -1395910 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1396050.500000 Penalty: 4796.340332
	Iteration 20F: 3 clusters Score -1396050 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1396170.375000 Penalty: 4796.340332
	Iteration 21Q: 3 clusters Score -1396170 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1396277.375000 Penalty: 4796.340332
	Iteration 22Q: 3 clusters Score -1396277 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1396359.875000 Penalty: 4796.340332
	Iteration 23Q: 3 clusters Score -1396360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1396434.500000 Penalty: 4796.340332
	Iteration 24Q: 3 clusters Score -1396434 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1396494.625000 Penalty: 4796.340332
	Iteration 25Q: 3 clusters Score -1396495 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1396544.375000 Penalty: 4796.340332
	Iteration 26Q: 3 clusters Score -1396544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1396582.375000 Penalty: 4796.340332
	Iteration 27Q: 3 clusters Score -1396582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1396611.375000 Penalty: 4796.340332
	Iteration 28Q: 3 clusters Score -1396611 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1396639.625000 Penalty: 4796.340332
	Iteration 29Q: 3 clusters Score -1396640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1396666.500000 Penalty: 4796.340332
	Iteration 30Q: 3 clusters Score -1396666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1396696.500000 Penalty: 4796.340332
	Iteration 31Q: 3 clusters Score -1396696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1396718.625000 Penalty: 4796.340332
	Iteration 32Q: 3 clusters Score -1396719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1396733.875000 Penalty: 4796.340332
	Iteration 33Q: 3 clusters Score -1396734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1396740.625000 Penalty: 4796.340332
	Iteration 34Q: 3 clusters Score -1396741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1396747.000000 Penalty: 4796.340332
	Iteration 35Q: 3 clusters Score -1396747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1396754.375000 Penalty: 4796.340332
	Iteration 36Q: 3 clusters Score -1396754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1396757.625000 Penalty: 4796.340332
	Iteration 37Q: 3 clusters Score -1396758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1396764.625000 Penalty: 4796.340332
	Iteration 38Q: 3 clusters Score -1396765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1396767.875000 Penalty: 4796.340332
	Iteration 39Q: 3 clusters Score -1396768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1396771.375000 Penalty: 4796.340332
	Iteration 40F: 3 clusters Score -1396771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1396778.875000 Penalty: 4796.340332
	Iteration 41Q: 3 clusters Score -1396779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1396781.875000 Penalty: 4796.340332
	Iteration 42Q: 3 clusters Score -1396782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1396784.125000 Penalty: 4796.340332
	Iteration 43Q: 3 clusters Score -1396784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1396786.250000 Penalty: 4796.340332
	Iteration 44Q: 3 clusters Score -1396786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1396795.750000 Penalty: 4796.340332
	Iteration 45Q: 3 clusters Score -1396796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1396811.000000 Penalty: 4796.340332
	Iteration 46Q: 3 clusters Score -1396811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1396823.000000 Penalty: 4796.340332
	Iteration 47Q: 3 clusters Score -1396823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1396836.125000 Penalty: 4796.340332
	Iteration 48Q: 3 clusters Score -1396836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1396843.000000 Penalty: 4796.340332
	Iteration 49Q: 3 clusters Score -1396843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1396846.625000 Penalty: 4796.340332
	Iteration 50Q: 3 clusters Score -1396847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1396852.125000 Penalty: 4796.340332
	Iteration 51Q: 3 clusters Score -1396852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1396857.000000 Penalty: 4796.340332
	Iteration 52Q: 3 clusters Score -1396857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1396859.375000 Penalty: 4796.340332
	Iteration 53Q: 3 clusters Score -1396859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1396862.875000 Penalty: 4796.340332
	Iteration 54Q: 3 clusters Score -1396863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1396864.625000 Penalty: 4796.340332
	Iteration 55Q: 3 clusters Score -1396865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1396867.250000 Penalty: 4796.340332
	Iteration 56Q: 3 clusters Score -1396867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1396873.500000 Penalty: 4796.340332
	Iteration 57Q: 3 clusters Score -1396874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1396870.625000 Penalty: 4796.340332
	Iteration 58Q: 3 clusters Score -1396871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1396875.250000 Penalty: 4796.340332
	Iteration 59Q: 3 clusters Score -1396875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1396873.750000 Penalty: 4796.340332
	Iteration 60F: 3 clusters Score -1396874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1396879.500000 Penalty: 4796.340332
	Iteration 61Q: 3 clusters Score -1396880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1396881.750000 Penalty: 4796.340332
	Iteration 62Q: 3 clusters Score -1396882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1396883.375000 Penalty: 4796.340332
	Iteration 63Q: 3 clusters Score -1396883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1396890.875000 Penalty: 4796.340332
	Iteration 64Q: 3 clusters Score -1396891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1396894.000000 Penalty: 4796.340332
	Iteration 65Q: 3 clusters Score -1396894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1396896.375000 Penalty: 4796.340332
	Iteration 66Q: 3 clusters Score -1396896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1396900.875000 Penalty: 4796.340332
	Iteration 67Q: 3 clusters Score -1396901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1396900.125000 Penalty: 4796.340332
	Iteration 68Q: 3 clusters Score -1396900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1396907.500000 Penalty: 4796.340332
	Iteration 69Q: 3 clusters Score -1396908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1396917.375000 Penalty: 4796.340332
	Iteration 70Q: 3 clusters Score -1396917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1396915.125000 Penalty: 4796.340332
	Iteration 71Q: 3 clusters Score -1396915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1396920.125000 Penalty: 4796.340332
	Iteration 72Q: 3 clusters Score -1396920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1396925.750000 Penalty: 4796.340332
	Iteration 73Q: 3 clusters Score -1396926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1396923.375000 Penalty: 4796.340332
	Iteration 74Q: 3 clusters Score -1396923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1396926.250000 Penalty: 4796.340332
	Iteration 75Q: 3 clusters Score -1396926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1396925.750000 Penalty: 4796.340332
	Iteration 76Q: 3 clusters Score -1396926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1396925.750000 Penalty: 4796.340332
	Iteration 77F: 3 clusters Score -1396926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -172188.390625 Penalty: 1891.147583
	Iteration 0F: 2 clusters Score -172188.4 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 1077 members 
Entering Unmasked Estep 
Score: -169537.859375 Penalty: 3782.295166
	Iteration 0F: 3 clusters Score -169537.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -170079.000000 Penalty: 3782.295166
	Iteration 1F: 3 clusters Score -170079 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170233.484375 Penalty: 3782.295166
	Iteration 2F: 3 clusters Score -170233.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -170354.593750 Penalty: 3782.295166
	Iteration 3F: 3 clusters Score -170354.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -170434.781250 Penalty: 3782.295166
	Iteration 4Q: 3 clusters Score -170434.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -170520.828125 Penalty: 3782.295166
	Iteration 5Q: 3 clusters Score -170520.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -170592.796875 Penalty: 3782.295166
	Iteration 6Q: 3 clusters Score -170592.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -170656.078125 Penalty: 3782.295166
	Iteration 7Q: 3 clusters Score -170656.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -170717.484375 Penalty: 3782.295166
	Iteration 8Q: 3 clusters Score -170717.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -170792.656250 Penalty: 3782.295166
	Iteration 9Q: 3 clusters Score -170792.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -170873.109375 Penalty: 3782.295166
	Iteration 10Q: 3 clusters Score -170873.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -170951.234375 Penalty: 3782.295166
	Iteration 11Q: 3 clusters Score -170951.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -170997.125000 Penalty: 3782.295166
	Iteration 12Q: 3 clusters Score -170997.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -171037.187500 Penalty: 3782.295166
	Iteration 13Q: 3 clusters Score -171037.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -171085.250000 Penalty: 3782.295166
	Iteration 14Q: 3 clusters Score -171085.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -171139.093750 Penalty: 3782.295166
	Iteration 15Q: 3 clusters Score -171139.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -171170.625000 Penalty: 3782.295166
	Iteration 16Q: 3 clusters Score -171170.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -171197.078125 Penalty: 3782.295166
	Iteration 17Q: 3 clusters Score -171197.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -171215.015625 Penalty: 3782.295166
	Iteration 18Q: 3 clusters Score -171215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171227.718750 Penalty: 3782.295166
	Iteration 19Q: 3 clusters Score -171227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -171233.718750 Penalty: 3782.295166
	Iteration 20F: 3 clusters Score -171233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -171239.046875 Penalty: 3782.295166
	Iteration 21Q: 3 clusters Score -171239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -171246.953125 Penalty: 3782.295166
	Iteration 22Q: 3 clusters Score -171247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -171253.218750 Penalty: 3782.295166
	Iteration 23Q: 3 clusters Score -171253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -171267.562500 Penalty: 3782.295166
	Iteration 24Q: 3 clusters Score -171267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -171278.656250 Penalty: 3782.295166
	Iteration 25Q: 3 clusters Score -171278.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -171289.343750 Penalty: 3782.295166
	Iteration 26Q: 3 clusters Score -171289.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -171301.984375 Penalty: 3782.295166
	Iteration 27Q: 3 clusters Score -171302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171312.843750 Penalty: 3782.295166
	Iteration 28Q: 3 clusters Score -171312.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171326.937500 Penalty: 3782.295166
	Iteration 29Q: 3 clusters Score -171326.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -171340.093750 Penalty: 3782.295166
	Iteration 30Q: 3 clusters Score -171340.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171354.203125 Penalty: 3782.295166
	Iteration 31Q: 3 clusters Score -171354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171379.703125 Penalty: 3782.295166
	Iteration 32Q: 3 clusters Score -171379.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171415.156250 Penalty: 3782.295166
	Iteration 33Q: 3 clusters Score -171415.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171444.437500 Penalty: 3782.295166
	Iteration 34Q: 3 clusters Score -171444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -171464.796875 Penalty: 3782.295166
	Iteration 35Q: 3 clusters Score -171464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -171478.140625 Penalty: 3782.295166
	Iteration 36Q: 3 clusters Score -171478.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -171492.843750 Penalty: 3782.295166
	Iteration 37Q: 3 clusters Score -171492.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -171509.765625 Penalty: 3782.295166
	Iteration 38Q: 3 clusters Score -171509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -171536.312500 Penalty: 3782.295166
	Iteration 39Q: 3 clusters Score -171536.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171581.078125 Penalty: 3782.295166
	Iteration 40F: 3 clusters Score -171581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -171623.671875 Penalty: 3782.295166
	Iteration 41Q: 3 clusters Score -171623.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -171675.625000 Penalty: 3782.295166
	Iteration 42Q: 3 clusters Score -171675.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -171732.140625 Penalty: 3782.295166
	Iteration 43Q: 3 clusters Score -171732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171777.390625 Penalty: 3782.295166
	Iteration 44Q: 3 clusters Score -171777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -171816.812500 Penalty: 3782.295166
	Iteration 45Q: 3 clusters Score -171816.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -171854.906250 Penalty: 3782.295166
	Iteration 46Q: 3 clusters Score -171854.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171899.453125 Penalty: 3782.295166
	Iteration 47Q: 3 clusters Score -171899.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171951.250000 Penalty: 3782.295166
	Iteration 48Q: 3 clusters Score -171951.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171999.765625 Penalty: 3782.295166
	Iteration 49Q: 3 clusters Score -171999.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172037.890625 Penalty: 3782.295166
	Iteration 50Q: 3 clusters Score -172037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -172066.468750 Penalty: 3782.295166
	Iteration 51Q: 3 clusters Score -172066.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -172091.609375 Penalty: 3782.295166
	Iteration 52Q: 3 clusters Score -172091.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -172114.500000 Penalty: 3782.295166
	Iteration 53Q: 3 clusters Score -172114.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -172138.718750 Penalty: 3782.295166
	Iteration 54Q: 3 clusters Score -172138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -172150.046875 Penalty: 3782.295166
	Iteration 55Q: 3 clusters Score -172150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -172157.500000 Penalty: 3782.295166
	Iteration 56Q: 3 clusters Score -172157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -172164.218750 Penalty: 3782.295166
	Iteration 57Q: 3 clusters Score -172164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -172169.515625 Penalty: 3782.295166
	Iteration 58Q: 3 clusters Score -172169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -172171.906250 Penalty: 3782.295166
	Iteration 59Q: 3 clusters Score -172171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -172172.875000 Penalty: 3782.295166
	Iteration 60F: 3 clusters Score -172172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172173.390625 Penalty: 3782.295166
	Iteration 61Q: 3 clusters Score -172173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -172174.218750 Penalty: 3782.295166
	Iteration 62Q: 3 clusters Score -172174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172175.734375 Penalty: 3782.295166
	Iteration 63Q: 3 clusters Score -172175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -172176.109375 Penalty: 3782.295166
	Iteration 64Q: 3 clusters Score -172176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -172176.109375 Penalty: 3782.295166
	Iteration 65F: 3 clusters Score -172176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -195711.921875 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -195711.9 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 1082 members 
Entering Unmasked Estep 
Score: -192971.421875 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -192971.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -193487.062500 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -193487.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -193702.453125 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -193702.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -193870.484375 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -193870.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194069.890625 Penalty: 3804.995117
	Iteration 4F: 3 clusters Score -194069.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194357.265625 Penalty: 3804.995117
	Iteration 5F: 3 clusters Score -194357.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194717.140625 Penalty: 3804.995117
	Iteration 6F: 3 clusters Score -194717.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -195038.187500 Penalty: 3804.995117
	Iteration 7F: 3 clusters Score -195038.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -195169.609375 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -195169.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -195243.828125 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -195243.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -195296.203125 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -195296.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195342.281250 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -195342.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -195387.125000 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -195387.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195428.546875 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -195428.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -195462.703125 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -195462.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195507.890625 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -195507.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -195556.640625 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -195556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -195598.406250 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -195598.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195638.390625 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -195638.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195675.703125 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -195675.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195713.125000 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -195713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -195739.765625 Penalty: 3804.995117
	Iteration 21Q: 3 clusters Score -195739.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -195763.437500 Penalty: 3804.995117
	Iteration 22Q: 3 clusters Score -195763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195797.875000 Penalty: 3804.995117
	Iteration 23Q: 3 clusters Score -195797.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -195818.625000 Penalty: 3804.995117
	Iteration 24Q: 3 clusters Score -195818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195841.234375 Penalty: 3804.995117
	Iteration 25Q: 3 clusters Score -195841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195855.453125 Penalty: 3804.995117
	Iteration 26Q: 3 clusters Score -195855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195863.875000 Penalty: 3804.995117
	Iteration 27Q: 3 clusters Score -195863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -195871.953125 Penalty: 3804.995117
	Iteration 28Q: 3 clusters Score -195872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -195880.312500 Penalty: 3804.995117
	Iteration 29Q: 3 clusters Score -195880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195884.390625 Penalty: 3804.995117
	Iteration 30Q: 3 clusters Score -195884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195885.687500 Penalty: 3804.995117
	Iteration 31Q: 3 clusters Score -195885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195887.140625 Penalty: 3804.995117
	Iteration 32Q: 3 clusters Score -195887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195889.359375 Penalty: 3804.995117
	Iteration 33Q: 3 clusters Score -195889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195889.359375 Penalty: 3804.995117
	Iteration 34F: 3 clusters Score -195889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15323 members 
Mstep: Class 14 contains 19363 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 1542 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 97971 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10323 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23984 members 
Mstep: Class 42 contains 604 members 
Entering Unmasked Estep 
Score: -58951676.000000 Penalty: 139028.390625
Splitting cluster 22 changes total score from -58953016.000000 to -58951676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (16375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Entering Unmasked Estep 
Score: -1514640.750000 Penalty: 2406.470703
	Iteration 0F: 2 clusters Score -1514641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1502860.375000 Penalty: 4812.941406
	Iteration 0F: 3 clusters Score -1502860 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1506996.625000 Penalty: 4812.941406
	Iteration 1F: 3 clusters Score -1506997 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1507600.250000 Penalty: 4812.941406
	Iteration 2F: 3 clusters Score -1507600 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1508222.125000 Penalty: 4812.941406
	Iteration 3F: 3 clusters Score -1508222 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1508775.000000 Penalty: 4812.941406
	Iteration 4F: 3 clusters Score -1508775 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1509281.500000 Penalty: 4812.941406
	Iteration 5F: 3 clusters Score -1509282 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1509769.250000 Penalty: 4812.941406
	Iteration 6F: 3 clusters Score -1509769 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1510247.625000 Penalty: 4812.941406
	Iteration 7Q: 3 clusters Score -1510248 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1510759.625000 Penalty: 4812.941406
	Iteration 8Q: 3 clusters Score -1510760 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1511206.875000 Penalty: 4812.941406
	Iteration 9Q: 3 clusters Score -1511207 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1511584.000000 Penalty: 4812.941406
	Iteration 10Q: 3 clusters Score -1511584 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1511878.250000 Penalty: 4812.941406
	Iteration 11Q: 3 clusters Score -1511878 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1512105.750000 Penalty: 4812.941406
	Iteration 12Q: 3 clusters Score -1512106 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1512259.875000 Penalty: 4812.941406
	Iteration 13Q: 3 clusters Score -1512260 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1512389.375000 Penalty: 4812.941406
	Iteration 14Q: 3 clusters Score -1512389 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1512516.750000 Penalty: 4812.941406
	Iteration 15Q: 3 clusters Score -1512517 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1512634.375000 Penalty: 4812.941406
	Iteration 16Q: 3 clusters Score -1512634 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1512744.375000 Penalty: 4812.941406
	Iteration 17Q: 3 clusters Score -1512744 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1512861.125000 Penalty: 4812.941406
	Iteration 18Q: 3 clusters Score -1512861 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1512956.250000 Penalty: 4812.941406
	Iteration 19Q: 3 clusters Score -1512956 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1513047.000000 Penalty: 4812.941406
	Iteration 20F: 3 clusters Score -1513047 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1513134.625000 Penalty: 4812.941406
	Iteration 21Q: 3 clusters Score -1513135 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1513205.250000 Penalty: 4812.941406
	Iteration 22Q: 3 clusters Score -1513205 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1513264.375000 Penalty: 4812.941406
	Iteration 23Q: 3 clusters Score -1513264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1513321.875000 Penalty: 4812.941406
	Iteration 24Q: 3 clusters Score -1513322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1513357.875000 Penalty: 4812.941406
	Iteration 25Q: 3 clusters Score -1513358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1513388.625000 Penalty: 4812.941406
	Iteration 26Q: 3 clusters Score -1513389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1513405.875000 Penalty: 4812.941406
	Iteration 27Q: 3 clusters Score -1513406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1513439.250000 Penalty: 4812.941406
	Iteration 28Q: 3 clusters Score -1513439 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1513466.375000 Penalty: 4812.941406
	Iteration 29Q: 3 clusters Score -1513466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1513493.500000 Penalty: 4812.941406
	Iteration 30Q: 3 clusters Score -1513494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1513511.625000 Penalty: 4812.941406
	Iteration 31Q: 3 clusters Score -1513512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1513525.375000 Penalty: 4812.941406
	Iteration 32Q: 3 clusters Score -1513525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1513542.875000 Penalty: 4812.941406
	Iteration 33Q: 3 clusters Score -1513543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1513554.500000 Penalty: 4812.941406
	Iteration 34Q: 3 clusters Score -1513554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1513571.000000 Penalty: 4812.941406
	Iteration 35Q: 3 clusters Score -1513571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1513575.875000 Penalty: 4812.941406
	Iteration 36Q: 3 clusters Score -1513576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1513579.500000 Penalty: 4812.941406
	Iteration 37Q: 3 clusters Score -1513580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1513584.000000 Penalty: 4812.941406
	Iteration 38Q: 3 clusters Score -1513584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1513588.375000 Penalty: 4812.941406
	Iteration 39Q: 3 clusters Score -1513588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1513598.250000 Penalty: 4812.941406
	Iteration 40F: 3 clusters Score -1513598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1513600.125000 Penalty: 4812.941406
	Iteration 41Q: 3 clusters Score -1513600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1513603.750000 Penalty: 4812.941406
	Iteration 42Q: 3 clusters Score -1513604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1513603.500000 Penalty: 4812.941406
	Iteration 43Q: 3 clusters Score -1513604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1513602.500000 Penalty: 4812.941406
	Iteration 44Q: 3 clusters Score -1513602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1513607.250000 Penalty: 4812.941406
	Iteration 45Q: 3 clusters Score -1513607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1513609.750000 Penalty: 4812.941406
	Iteration 46Q: 3 clusters Score -1513610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1513604.875000 Penalty: 4812.941406
	Iteration 47Q: 3 clusters Score -1513605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1513611.000000 Penalty: 4812.941406
	Iteration 48Q: 3 clusters Score -1513611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1513612.125000 Penalty: 4812.941406
	Iteration 49Q: 3 clusters Score -1513612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1513609.875000 Penalty: 4812.941406
	Iteration 50Q: 3 clusters Score -1513610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1513616.500000 Penalty: 4812.941406
	Iteration 51Q: 3 clusters Score -1513616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1513617.250000 Penalty: 4812.941406
	Iteration 52Q: 3 clusters Score -1513617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1513618.375000 Penalty: 4812.941406
	Iteration 53Q: 3 clusters Score -1513618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1513622.375000 Penalty: 4812.941406
	Iteration 54Q: 3 clusters Score -1513622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1513623.500000 Penalty: 4812.941406
	Iteration 55Q: 3 clusters Score -1513624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1513625.500000 Penalty: 4812.941406
	Iteration 56Q: 3 clusters Score -1513626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1513624.500000 Penalty: 4812.941406
	Iteration 57Q: 3 clusters Score -1513624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1513625.875000 Penalty: 4812.941406
	Iteration 58Q: 3 clusters Score -1513626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1513625.000000 Penalty: 4812.941406
	Iteration 59Q: 3 clusters Score -1513625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1513628.375000 Penalty: 4812.941406
	Iteration 60F: 3 clusters Score -1513628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1513630.750000 Penalty: 4812.941406
	Iteration 61Q: 3 clusters Score -1513631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1513630.250000 Penalty: 4812.941406
	Iteration 62Q: 3 clusters Score -1513630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1513626.875000 Penalty: 4812.941406
	Iteration 63Q: 3 clusters Score -1513627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1513627.250000 Penalty: 4812.941406
	Iteration 64Q: 3 clusters Score -1513627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1513628.375000 Penalty: 4812.941406
	Iteration 65Q: 3 clusters Score -1513628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1513632.625000 Penalty: 4812.941406
	Iteration 66Q: 3 clusters Score -1513633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1513632.125000 Penalty: 4812.941406
	Iteration 67Q: 3 clusters Score -1513632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1513629.875000 Penalty: 4812.941406
	Iteration 68Q: 3 clusters Score -1513630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1513633.250000 Penalty: 4812.941406
	Iteration 69Q: 3 clusters Score -1513633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1513632.375000 Penalty: 4812.941406
	Iteration 70Q: 3 clusters Score -1513632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1513635.000000 Penalty: 4812.941406
	Iteration 71Q: 3 clusters Score -1513635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1513633.500000 Penalty: 4812.941406
	Iteration 72Q: 3 clusters Score -1513634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1513636.250000 Penalty: 4812.941406
	Iteration 73Q: 3 clusters Score -1513636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1513633.750000 Penalty: 4812.941406
	Iteration 74Q: 3 clusters Score -1513634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1513637.125000 Penalty: 4812.941406
	Iteration 75Q: 3 clusters Score -1513637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1513635.375000 Penalty: 4812.941406
	Iteration 76Q: 3 clusters Score -1513635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1513639.000000 Penalty: 4812.941406
	Iteration 77Q: 3 clusters Score -1513639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1513635.500000 Penalty: 4812.941406
	Iteration 78Q: 3 clusters Score -1513636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1513634.625000 Penalty: 4812.941406
	Iteration 79Q: 3 clusters Score -1513635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1513635.000000 Penalty: 4812.941406
	Iteration 80F: 3 clusters Score -1513635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1513635.625000 Penalty: 4812.941406
	Iteration 81Q: 3 clusters Score -1513636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1513638.750000 Penalty: 4812.941406
	Iteration 82Q: 3 clusters Score -1513639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1513639.500000 Penalty: 4812.941406
	Iteration 83Q: 3 clusters Score -1513640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1513639.875000 Penalty: 4812.941406
	Iteration 84Q: 3 clusters Score -1513640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1513639.875000 Penalty: 4812.941406
	Iteration 85F: 3 clusters Score -1513640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -515068.218750 Penalty: 2143.712402
	Iteration 0F: 2 clusters Score -515068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -510197.093750 Penalty: 4287.424805
	Iteration 0F: 3 clusters Score -510197.1 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -511601.718750 Penalty: 4287.424805
	Iteration 1F: 3 clusters Score -511601.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -511960.843750 Penalty: 4287.424805
	Iteration 2F: 3 clusters Score -511960.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -512328.531250 Penalty: 4287.424805
	Iteration 3F: 3 clusters Score -512328.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -512754.031250 Penalty: 4287.424805
	Iteration 4F: 3 clusters Score -512754 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -513191.812500 Penalty: 4287.424805
	Iteration 5F: 3 clusters Score -513191.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -513592.343750 Penalty: 4287.424805
	Iteration 6F: 3 clusters Score -513592.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -513839.062500 Penalty: 4287.424805
	Iteration 7Q: 3 clusters Score -513839.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -514005.343750 Penalty: 4287.424805
	Iteration 8Q: 3 clusters Score -514005.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -514157.343750 Penalty: 4287.424805
	Iteration 9Q: 3 clusters Score -514157.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -514259.593750 Penalty: 4287.424805
	Iteration 10Q: 3 clusters Score -514259.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -514329.625000 Penalty: 4287.424805
	Iteration 11Q: 3 clusters Score -514329.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -514368.156250 Penalty: 4287.424805
	Iteration 12Q: 3 clusters Score -514368.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -514388.593750 Penalty: 4287.424805
	Iteration 13Q: 3 clusters Score -514388.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -514405.312500 Penalty: 4287.424805
	Iteration 14Q: 3 clusters Score -514405.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -514421.781250 Penalty: 4287.424805
	Iteration 15Q: 3 clusters Score -514421.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -514434.375000 Penalty: 4287.424805
	Iteration 16Q: 3 clusters Score -514434.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -514444.125000 Penalty: 4287.424805
	Iteration 17Q: 3 clusters Score -514444.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -514450.125000 Penalty: 4287.424805
	Iteration 18Q: 3 clusters Score -514450.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -514456.343750 Penalty: 4287.424805
	Iteration 19Q: 3 clusters Score -514456.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -514459.437500 Penalty: 4287.424805
	Iteration 20F: 3 clusters Score -514459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -514464.000000 Penalty: 4287.424805
	Iteration 21Q: 3 clusters Score -514464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -514467.593750 Penalty: 4287.424805
	Iteration 22Q: 3 clusters Score -514467.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -514470.843750 Penalty: 4287.424805
	Iteration 23Q: 3 clusters Score -514470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -514475.687500 Penalty: 4287.424805
	Iteration 24Q: 3 clusters Score -514475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -514478.156250 Penalty: 4287.424805
	Iteration 25Q: 3 clusters Score -514478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -514481.906250 Penalty: 4287.424805
	Iteration 26Q: 3 clusters Score -514481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -514484.593750 Penalty: 4287.424805
	Iteration 27Q: 3 clusters Score -514484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -514486.593750 Penalty: 4287.424805
	Iteration 28Q: 3 clusters Score -514486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -514486.156250 Penalty: 4287.424805
	Iteration 29Q: 3 clusters Score -514486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -514487.093750 Penalty: 4287.424805
	Iteration 30Q: 3 clusters Score -514487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -514487.843750 Penalty: 4287.424805
	Iteration 31Q: 3 clusters Score -514487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -514487.000000 Penalty: 4287.424805
	Iteration 32Q: 3 clusters Score -514487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -514487.281250 Penalty: 4287.424805
	Iteration 33Q: 3 clusters Score -514487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -514488.031250 Penalty: 4287.424805
	Iteration 34Q: 3 clusters Score -514488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -514488.031250 Penalty: 4287.424805
	Iteration 35F: 3 clusters Score -514488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Entering Unmasked Estep 
Score: -1561094.250000 Penalty: 2395.033936
	Iteration 0F: 2 clusters Score -1561094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1549759.750000 Penalty: 4790.067871
	Iteration 0F: 3 clusters Score -1549760 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1553422.250000 Penalty: 4790.067871
	Iteration 1F: 3 clusters Score -1553422 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1553872.250000 Penalty: 4790.067871
	Iteration 2F: 3 clusters Score -1553872 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1554219.375000 Penalty: 4790.067871
	Iteration 3F: 3 clusters Score -1554219 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1554499.875000 Penalty: 4790.067871
	Iteration 4Q: 3 clusters Score -1554500 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1554764.375000 Penalty: 4790.067871
	Iteration 5Q: 3 clusters Score -1554764 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1555061.250000 Penalty: 4790.067871
	Iteration 6Q: 3 clusters Score -1555061 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1555343.750000 Penalty: 4790.067871
	Iteration 7Q: 3 clusters Score -1555344 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1555632.875000 Penalty: 4790.067871
	Iteration 8Q: 3 clusters Score -1555633 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1555960.125000 Penalty: 4790.067871
	Iteration 9Q: 3 clusters Score -1555960 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1556312.500000 Penalty: 4790.067871
	Iteration 10Q: 3 clusters Score -1556312 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1556643.625000 Penalty: 4790.067871
	Iteration 11Q: 3 clusters Score -1556644 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1556967.500000 Penalty: 4790.067871
	Iteration 12Q: 3 clusters Score -1556968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1557217.375000 Penalty: 4790.067871
	Iteration 13Q: 3 clusters Score -1557217 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1557431.625000 Penalty: 4790.067871
	Iteration 14Q: 3 clusters Score -1557432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1557588.625000 Penalty: 4790.067871
	Iteration 15Q: 3 clusters Score -1557589 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1557706.125000 Penalty: 4790.067871
	Iteration 16Q: 3 clusters Score -1557706 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1557800.250000 Penalty: 4790.067871
	Iteration 17Q: 3 clusters Score -1557800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1557882.625000 Penalty: 4790.067871
	Iteration 18Q: 3 clusters Score -1557883 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1557938.000000 Penalty: 4790.067871
	Iteration 19Q: 3 clusters Score -1557938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1557983.000000 Penalty: 4790.067871
	Iteration 20F: 3 clusters Score -1557983 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1558027.500000 Penalty: 4790.067871
	Iteration 21Q: 3 clusters Score -1558028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1558056.875000 Penalty: 4790.067871
	Iteration 22Q: 3 clusters Score -1558057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1558088.250000 Penalty: 4790.067871
	Iteration 23Q: 3 clusters Score -1558088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1558107.375000 Penalty: 4790.067871
	Iteration 24Q: 3 clusters Score -1558107 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1558137.250000 Penalty: 4790.067871
	Iteration 25Q: 3 clusters Score -1558137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1558160.625000 Penalty: 4790.067871
	Iteration 26Q: 3 clusters Score -1558161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1558185.750000 Penalty: 4790.067871
	Iteration 27Q: 3 clusters Score -1558186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1558208.250000 Penalty: 4790.067871
	Iteration 28Q: 3 clusters Score -1558208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1558226.500000 Penalty: 4790.067871
	Iteration 29Q: 3 clusters Score -1558226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1558238.875000 Penalty: 4790.067871
	Iteration 30Q: 3 clusters Score -1558239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1558250.375000 Penalty: 4790.067871
	Iteration 31Q: 3 clusters Score -1558250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1558273.250000 Penalty: 4790.067871
	Iteration 32Q: 3 clusters Score -1558273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1558294.125000 Penalty: 4790.067871
	Iteration 33Q: 3 clusters Score -1558294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1558306.500000 Penalty: 4790.067871
	Iteration 34Q: 3 clusters Score -1558306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1558321.375000 Penalty: 4790.067871
	Iteration 35Q: 3 clusters Score -1558321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1558347.500000 Penalty: 4790.067871
	Iteration 36Q: 3 clusters Score -1558348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1558356.750000 Penalty: 4790.067871
	Iteration 37Q: 3 clusters Score -1558357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1558385.125000 Penalty: 4790.067871
	Iteration 38Q: 3 clusters Score -1558385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1558412.125000 Penalty: 4790.067871
	Iteration 39Q: 3 clusters Score -1558412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1558433.625000 Penalty: 4790.067871
	Iteration 40F: 3 clusters Score -1558434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1558441.375000 Penalty: 4790.067871
	Iteration 41Q: 3 clusters Score -1558441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1558460.500000 Penalty: 4790.067871
	Iteration 42Q: 3 clusters Score -1558460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1558465.875000 Penalty: 4790.067871
	Iteration 43Q: 3 clusters Score -1558466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1558470.500000 Penalty: 4790.067871
	Iteration 44Q: 3 clusters Score -1558470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1558480.000000 Penalty: 4790.067871
	Iteration 45Q: 3 clusters Score -1558480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1558485.375000 Penalty: 4790.067871
	Iteration 46Q: 3 clusters Score -1558485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1558496.250000 Penalty: 4790.067871
	Iteration 47Q: 3 clusters Score -1558496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1558500.625000 Penalty: 4790.067871
	Iteration 48Q: 3 clusters Score -1558501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1558507.375000 Penalty: 4790.067871
	Iteration 49Q: 3 clusters Score -1558507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1558511.375000 Penalty: 4790.067871
	Iteration 50Q: 3 clusters Score -1558511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1558523.875000 Penalty: 4790.067871
	Iteration 51Q: 3 clusters Score -1558524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1558533.250000 Penalty: 4790.067871
	Iteration 52Q: 3 clusters Score -1558533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1558548.625000 Penalty: 4790.067871
	Iteration 53Q: 3 clusters Score -1558549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1558553.875000 Penalty: 4790.067871
	Iteration 54Q: 3 clusters Score -1558554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1558558.000000 Penalty: 4790.067871
	Iteration 55Q: 3 clusters Score -1558558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1558566.625000 Penalty: 4790.067871
	Iteration 56Q: 3 clusters Score -1558567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1558574.125000 Penalty: 4790.067871
	Iteration 57Q: 3 clusters Score -1558574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1558584.875000 Penalty: 4790.067871
	Iteration 58Q: 3 clusters Score -1558585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1558592.500000 Penalty: 4790.067871
	Iteration 59Q: 3 clusters Score -1558592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1558598.625000 Penalty: 4790.067871
	Iteration 60F: 3 clusters Score -1558599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1558607.875000 Penalty: 4790.067871
	Iteration 61Q: 3 clusters Score -1558608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1558612.500000 Penalty: 4790.067871
	Iteration 62Q: 3 clusters Score -1558612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1558621.625000 Penalty: 4790.067871
	Iteration 63Q: 3 clusters Score -1558622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1558633.250000 Penalty: 4790.067871
	Iteration 64Q: 3 clusters Score -1558633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1558636.000000 Penalty: 4790.067871
	Iteration 65Q: 3 clusters Score -1558636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1558642.750000 Penalty: 4790.067871
	Iteration 66Q: 3 clusters Score -1558643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1558655.125000 Penalty: 4790.067871
	Iteration 67Q: 3 clusters Score -1558655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1558661.125000 Penalty: 4790.067871
	Iteration 68Q: 3 clusters Score -1558661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1558664.375000 Penalty: 4790.067871
	Iteration 69Q: 3 clusters Score -1558664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1558664.125000 Penalty: 4790.067871
	Iteration 70Q: 3 clusters Score -1558664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1558670.125000 Penalty: 4790.067871
	Iteration 71Q: 3 clusters Score -1558670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1558672.625000 Penalty: 4790.067871
	Iteration 72Q: 3 clusters Score -1558673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1558673.750000 Penalty: 4790.067871
	Iteration 73Q: 3 clusters Score -1558674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1558675.250000 Penalty: 4790.067871
	Iteration 74Q: 3 clusters Score -1558675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1558677.625000 Penalty: 4790.067871
	Iteration 75Q: 3 clusters Score -1558678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1558676.125000 Penalty: 4790.067871
	Iteration 76Q: 3 clusters Score -1558676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1558679.625000 Penalty: 4790.067871
	Iteration 77Q: 3 clusters Score -1558680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1558687.500000 Penalty: 4790.067871
	Iteration 78Q: 3 clusters Score -1558688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1558693.000000 Penalty: 4790.067871
	Iteration 79Q: 3 clusters Score -1558693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1558694.375000 Penalty: 4790.067871
	Iteration 80F: 3 clusters Score -1558694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1558694.875000 Penalty: 4790.067871
	Iteration 81Q: 3 clusters Score -1558695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1558701.250000 Penalty: 4790.067871
	Iteration 82Q: 3 clusters Score -1558701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1558710.875000 Penalty: 4790.067871
	Iteration 83Q: 3 clusters Score -1558711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1558715.125000 Penalty: 4790.067871
	Iteration 84Q: 3 clusters Score -1558715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1558715.250000 Penalty: 4790.067871
	Iteration 85Q: 3 clusters Score -1558715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1558714.875000 Penalty: 4790.067871
	Iteration 86Q: 3 clusters Score -1558715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1558717.125000 Penalty: 4790.067871
	Iteration 87Q: 3 clusters Score -1558717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1558718.125000 Penalty: 4790.067871
	Iteration 88Q: 3 clusters Score -1558718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1558716.625000 Penalty: 4790.067871
	Iteration 89Q: 3 clusters Score -1558717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1558716.125000 Penalty: 4790.067871
	Iteration 90Q: 3 clusters Score -1558716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1558718.875000 Penalty: 4790.067871
	Iteration 91Q: 3 clusters Score -1558719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1558720.875000 Penalty: 4790.067871
	Iteration 92Q: 3 clusters Score -1558721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1558722.750000 Penalty: 4790.067871
	Iteration 93Q: 3 clusters Score -1558723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1558719.625000 Penalty: 4790.067871
	Iteration 94Q: 3 clusters Score -1558720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1558722.125000 Penalty: 4790.067871
	Iteration 95Q: 3 clusters Score -1558722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1558721.250000 Penalty: 4790.067871
	Iteration 96Q: 3 clusters Score -1558721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1558724.500000 Penalty: 4790.067871
	Iteration 97Q: 3 clusters Score -1558724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1558724.125000 Penalty: 4790.067871
	Iteration 98Q: 3 clusters Score -1558724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1558726.750000 Penalty: 4790.067871
	Iteration 99Q: 3 clusters Score -1558727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1558725.000000 Penalty: 4790.067871
	Iteration 100F: 3 clusters Score -1558725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1558725.250000 Penalty: 4790.067871
	Iteration 101Q: 3 clusters Score -1558725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1558725.625000 Penalty: 4790.067871
	Iteration 102Q: 3 clusters Score -1558726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1558725.000000 Penalty: 4790.067871
	Iteration 103Q: 3 clusters Score -1558725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1558723.750000 Penalty: 4790.067871
	Iteration 104Q: 3 clusters Score -1558724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1558724.500000 Penalty: 4790.067871
	Iteration 105Q: 3 clusters Score -1558724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1558728.250000 Penalty: 4790.067871
	Iteration 106Q: 3 clusters Score -1558728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1558727.250000 Penalty: 4790.067871
	Iteration 107Q: 3 clusters Score -1558727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1558729.750000 Penalty: 4790.067871
	Iteration 108Q: 3 clusters Score -1558730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1558730.375000 Penalty: 4790.067871
	Iteration 109Q: 3 clusters Score -1558730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1558731.375000 Penalty: 4790.067871
	Iteration 110Q: 3 clusters Score -1558731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1558731.875000 Penalty: 4790.067871
	Iteration 111Q: 3 clusters Score -1558732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1558733.875000 Penalty: 4790.067871
	Iteration 112Q: 3 clusters Score -1558734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1558729.375000 Penalty: 4790.067871
	Iteration 113Q: 3 clusters Score -1558729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1558734.375000 Penalty: 4790.067871
	Iteration 114Q: 3 clusters Score -1558734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1558735.625000 Penalty: 4790.067871
	Iteration 115Q: 3 clusters Score -1558736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1558734.500000 Penalty: 4790.067871
	Iteration 116Q: 3 clusters Score -1558734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1558736.125000 Penalty: 4790.067871
	Iteration 117Q: 3 clusters Score -1558736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1558736.250000 Penalty: 4790.067871
	Iteration 118Q: 3 clusters Score -1558736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1558733.375000 Penalty: 4790.067871
	Iteration 119Q: 3 clusters Score -1558733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1558736.875000 Penalty: 4790.067871
	Iteration 120F: 3 clusters Score -1558737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -348113.937500 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -348113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -344600.656250 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -344600.7 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -345362.312500 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -345362.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345560.031250 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -345560 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -345687.437500 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -345687.4 nChanged 121
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: -345763.312500 Penalty: 4039.040527
	Iteration 4Q: 3 clusters Score -345763.3 nChanged 97
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: -345825.187500 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -345825.2 nChanged 90
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: -345884.312500 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -345884.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -345940.312500 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -345940.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -345987.500000 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -345987.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -346030.500000 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -346030.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -346065.781250 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -346065.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -346096.250000 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -346096.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -346117.718750 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -346117.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -346137.843750 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -346137.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -346164.062500 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -346164.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -346192.687500 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -346192.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -346218.593750 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -346218.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -346243.093750 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -346243.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346263.656250 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -346263.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -346287.500000 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -346287.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -346306.031250 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -346306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -346320.812500 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -346320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346330.843750 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -346330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -346341.500000 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -346341.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -346351.031250 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -346351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -346359.093750 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -346359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -346362.937500 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -346362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -346363.343750 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -346363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -346364.062500 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -346364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -346365.156250 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -346365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -346365.156250 Penalty: 4039.040527
	Iteration 30F: 3 clusters Score -346365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -125895.640625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -125895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -123702.070312 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -123702.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -124034.312500 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -124034.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124120.906250 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -124120.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -124157.914062 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -124157.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124186.234375 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -124186.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124211.937500 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -124211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124225.148438 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -124225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124230.781250 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -124230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -124237.187500 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -124237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -124240.843750 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -124240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -124245.398438 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -124245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -124248.945312 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -124248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124250.968750 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -124251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -124251.773438 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -124251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124252.593750 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -124252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124252.593750 Penalty: 3567.322266
	Iteration 15F: 3 clusters Score -124252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -820753.625000 Penalty: 2256.181885
	Iteration 0F: 2 clusters Score -820753.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -813863.437500 Penalty: 4512.363770
	Iteration 0F: 3 clusters Score -813863.4 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -816164.625000 Penalty: 4512.363770
	Iteration 1F: 3 clusters Score -816164.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -816801.250000 Penalty: 4512.363770
	Iteration 2F: 3 clusters Score -816801.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -817260.750000 Penalty: 4512.363770
	Iteration 3F: 3 clusters Score -817260.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -817576.937500 Penalty: 4512.363770
	Iteration 4F: 3 clusters Score -817576.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -817817.625000 Penalty: 4512.363770
	Iteration 5Q: 3 clusters Score -817817.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -818000.687500 Penalty: 4512.363770
	Iteration 6Q: 3 clusters Score -818000.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -818144.937500 Penalty: 4512.363770
	Iteration 7Q: 3 clusters Score -818144.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -818264.375000 Penalty: 4512.363770
	Iteration 8Q: 3 clusters Score -818264.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -818363.812500 Penalty: 4512.363770
	Iteration 9Q: 3 clusters Score -818363.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -818450.312500 Penalty: 4512.363770
	Iteration 10Q: 3 clusters Score -818450.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -818524.062500 Penalty: 4512.363770
	Iteration 11Q: 3 clusters Score -818524.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -818582.937500 Penalty: 4512.363770
	Iteration 12Q: 3 clusters Score -818582.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -818641.625000 Penalty: 4512.363770
	Iteration 13Q: 3 clusters Score -818641.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -818680.875000 Penalty: 4512.363770
	Iteration 14Q: 3 clusters Score -818680.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -818713.750000 Penalty: 4512.363770
	Iteration 15Q: 3 clusters Score -818713.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -818747.625000 Penalty: 4512.363770
	Iteration 16Q: 3 clusters Score -818747.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -818778.937500 Penalty: 4512.363770
	Iteration 17Q: 3 clusters Score -818778.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -818806.750000 Penalty: 4512.363770
	Iteration 18Q: 3 clusters Score -818806.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -818831.562500 Penalty: 4512.363770
	Iteration 19Q: 3 clusters Score -818831.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -818852.125000 Penalty: 4512.363770
	Iteration 20F: 3 clusters Score -818852.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -818877.500000 Penalty: 4512.363770
	Iteration 21Q: 3 clusters Score -818877.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -818913.250000 Penalty: 4512.363770
	Iteration 22Q: 3 clusters Score -818913.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -818962.562500 Penalty: 4512.363770
	Iteration 23Q: 3 clusters Score -818962.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -819028.687500 Penalty: 4512.363770
	Iteration 24Q: 3 clusters Score -819028.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -819094.625000 Penalty: 4512.363770
	Iteration 25Q: 3 clusters Score -819094.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -819152.000000 Penalty: 4512.363770
	Iteration 26Q: 3 clusters Score -819152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -819218.937500 Penalty: 4512.363770
	Iteration 27Q: 3 clusters Score -819218.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -819269.750000 Penalty: 4512.363770
	Iteration 28Q: 3 clusters Score -819269.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -819312.562500 Penalty: 4512.363770
	Iteration 29Q: 3 clusters Score -819312.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -819343.875000 Penalty: 4512.363770
	Iteration 30Q: 3 clusters Score -819343.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -819370.187500 Penalty: 4512.363770
	Iteration 31Q: 3 clusters Score -819370.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -819386.500000 Penalty: 4512.363770
	Iteration 32Q: 3 clusters Score -819386.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -819395.375000 Penalty: 4512.363770
	Iteration 33Q: 3 clusters Score -819395.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -819408.500000 Penalty: 4512.363770
	Iteration 34Q: 3 clusters Score -819408.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -819418.750000 Penalty: 4512.363770
	Iteration 35Q: 3 clusters Score -819418.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -819428.312500 Penalty: 4512.363770
	Iteration 36Q: 3 clusters Score -819428.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -819440.875000 Penalty: 4512.363770
	Iteration 37Q: 3 clusters Score -819440.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -819455.625000 Penalty: 4512.363770
	Iteration 38Q: 3 clusters Score -819455.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -819465.437500 Penalty: 4512.363770
	Iteration 39Q: 3 clusters Score -819465.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -819474.562500 Penalty: 4512.363770
	Iteration 40F: 3 clusters Score -819474.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -819481.562500 Penalty: 4512.363770
	Iteration 41Q: 3 clusters Score -819481.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -819487.812500 Penalty: 4512.363770
	Iteration 42Q: 3 clusters Score -819487.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -819491.812500 Penalty: 4512.363770
	Iteration 43Q: 3 clusters Score -819491.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -819502.312500 Penalty: 4512.363770
	Iteration 44Q: 3 clusters Score -819502.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -819509.000000 Penalty: 4512.363770
	Iteration 45Q: 3 clusters Score -819509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -819518.562500 Penalty: 4512.363770
	Iteration 46Q: 3 clusters Score -819518.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -819530.750000 Penalty: 4512.363770
	Iteration 47Q: 3 clusters Score -819530.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -819543.312500 Penalty: 4512.363770
	Iteration 48Q: 3 clusters Score -819543.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -819552.312500 Penalty: 4512.363770
	Iteration 49Q: 3 clusters Score -819552.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -819558.500000 Penalty: 4512.363770
	Iteration 50Q: 3 clusters Score -819558.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -819563.437500 Penalty: 4512.363770
	Iteration 51Q: 3 clusters Score -819563.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -819571.187500 Penalty: 4512.363770
	Iteration 52Q: 3 clusters Score -819571.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -819579.000000 Penalty: 4512.363770
	Iteration 53Q: 3 clusters Score -819579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -819592.000000 Penalty: 4512.363770
	Iteration 54Q: 3 clusters Score -819592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -819606.250000 Penalty: 4512.363770
	Iteration 55Q: 3 clusters Score -819606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -819619.062500 Penalty: 4512.363770
	Iteration 56Q: 3 clusters Score -819619.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -819627.062500 Penalty: 4512.363770
	Iteration 57Q: 3 clusters Score -819627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -819635.750000 Penalty: 4512.363770
	Iteration 58Q: 3 clusters Score -819635.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -819643.875000 Penalty: 4512.363770
	Iteration 59Q: 3 clusters Score -819643.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -819652.875000 Penalty: 4512.363770
	Iteration 60F: 3 clusters Score -819652.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -819660.625000 Penalty: 4512.363770
	Iteration 61Q: 3 clusters Score -819660.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -819667.187500 Penalty: 4512.363770
	Iteration 62Q: 3 clusters Score -819667.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -819674.687500 Penalty: 4512.363770
	Iteration 63Q: 3 clusters Score -819674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -819682.750000 Penalty: 4512.363770
	Iteration 64Q: 3 clusters Score -819682.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -819688.750000 Penalty: 4512.363770
	Iteration 65Q: 3 clusters Score -819688.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -819689.125000 Penalty: 4512.363770
	Iteration 66Q: 3 clusters Score -819689.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -819696.000000 Penalty: 4512.363770
	Iteration 67Q: 3 clusters Score -819696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -819700.625000 Penalty: 4512.363770
	Iteration 68Q: 3 clusters Score -819700.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -819703.437500 Penalty: 4512.363770
	Iteration 69Q: 3 clusters Score -819703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -819708.625000 Penalty: 4512.363770
	Iteration 70Q: 3 clusters Score -819708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -819716.187500 Penalty: 4512.363770
	Iteration 71Q: 3 clusters Score -819716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -819722.500000 Penalty: 4512.363770
	Iteration 72Q: 3 clusters Score -819722.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -819729.312500 Penalty: 4512.363770
	Iteration 73Q: 3 clusters Score -819729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -819738.187500 Penalty: 4512.363770
	Iteration 74Q: 3 clusters Score -819738.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -819744.750000 Penalty: 4512.363770
	Iteration 75Q: 3 clusters Score -819744.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -819750.500000 Penalty: 4512.363770
	Iteration 76Q: 3 clusters Score -819750.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -819760.812500 Penalty: 4512.363770
	Iteration 77Q: 3 clusters Score -819760.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -819767.500000 Penalty: 4512.363770
	Iteration 78Q: 3 clusters Score -819767.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -819775.687500 Penalty: 4512.363770
	Iteration 79Q: 3 clusters Score -819775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -819781.000000 Penalty: 4512.363770
	Iteration 80F: 3 clusters Score -819781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -819789.062500 Penalty: 4512.363770
	Iteration 81Q: 3 clusters Score -819789.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -819798.750000 Penalty: 4512.363770
	Iteration 82Q: 3 clusters Score -819798.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -819804.937500 Penalty: 4512.363770
	Iteration 83Q: 3 clusters Score -819804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -819809.500000 Penalty: 4512.363770
	Iteration 84Q: 3 clusters Score -819809.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -819819.437500 Penalty: 4512.363770
	Iteration 85Q: 3 clusters Score -819819.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -819828.562500 Penalty: 4512.363770
	Iteration 86Q: 3 clusters Score -819828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -819835.562500 Penalty: 4512.363770
	Iteration 87Q: 3 clusters Score -819835.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -819842.937500 Penalty: 4512.363770
	Iteration 88Q: 3 clusters Score -819842.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -819847.500000 Penalty: 4512.363770
	Iteration 89Q: 3 clusters Score -819847.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -819853.812500 Penalty: 4512.363770
	Iteration 90Q: 3 clusters Score -819853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -819863.750000 Penalty: 4512.363770
	Iteration 91Q: 3 clusters Score -819863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -819874.500000 Penalty: 4512.363770
	Iteration 92Q: 3 clusters Score -819874.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -819888.187500 Penalty: 4512.363770
	Iteration 93Q: 3 clusters Score -819888.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -819899.875000 Penalty: 4512.363770
	Iteration 94Q: 3 clusters Score -819899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -819911.312500 Penalty: 4512.363770
	Iteration 95Q: 3 clusters Score -819911.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -819914.187500 Penalty: 4512.363770
	Iteration 96Q: 3 clusters Score -819914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -819921.125000 Penalty: 4512.363770
	Iteration 97Q: 3 clusters Score -819921.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -819931.125000 Penalty: 4512.363770
	Iteration 98Q: 3 clusters Score -819931.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -819935.500000 Penalty: 4512.363770
	Iteration 99Q: 3 clusters Score -819935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -819940.812500 Penalty: 4512.363770
	Iteration 100F: 3 clusters Score -819940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -819945.125000 Penalty: 4512.363770
	Iteration 101Q: 3 clusters Score -819945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -819949.062500 Penalty: 4512.363770
	Iteration 102Q: 3 clusters Score -819949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -819949.687500 Penalty: 4512.363770
	Iteration 103Q: 3 clusters Score -819949.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -819952.562500 Penalty: 4512.363770
	Iteration 104Q: 3 clusters Score -819952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -819950.562500 Penalty: 4512.363770
	Iteration 105Q: 3 clusters Score -819950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -819952.187500 Penalty: 4512.363770
	Iteration 106Q: 3 clusters Score -819952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -819952.187500 Penalty: 4512.363770
	Iteration 107F: 3 clusters Score -819952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (97971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Entering Unmasked Estep 
Score: -9526335.000000 Penalty: 2850.121826
	Iteration 0F: 2 clusters Score -9526335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -9460843.000000 Penalty: 5700.243652
	Iteration 0F: 3 clusters Score -9460843 nChanged 46427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -9488279.000000 Penalty: 5700.243652
	Iteration 1F: 3 clusters Score -9488279 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -9490072.000000 Penalty: 5700.243652
	Iteration 2Q: 3 clusters Score -9490072 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -9492243.000000 Penalty: 5700.243652
	Iteration 3F: 3 clusters Score -9492243 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -9494665.000000 Penalty: 5700.243652
	Iteration 4F: 3 clusters Score -9494665 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -9497442.000000 Penalty: 5700.243652
	Iteration 5F: 3 clusters Score -9497442 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -9500267.000000 Penalty: 5700.243652
	Iteration 6F: 3 clusters Score -9500267 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -9502847.000000 Penalty: 5700.243652
	Iteration 7F: 3 clusters Score -9502847 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -9504963.000000 Penalty: 5700.243652
	Iteration 8Q: 3 clusters Score -9504963 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -9506656.000000 Penalty: 5700.243652
	Iteration 9Q: 3 clusters Score -9506656 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -9508051.000000 Penalty: 5700.243652
	Iteration 10Q: 3 clusters Score -9508051 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9509051.000000 Penalty: 5700.243652
	Iteration 11Q: 3 clusters Score -9509051 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -9510007.000000 Penalty: 5700.243652
	Iteration 12Q: 3 clusters Score -9510007 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -9511068.000000 Penalty: 5700.243652
	Iteration 13Q: 3 clusters Score -9511068 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -9512101.000000 Penalty: 5700.243652
	Iteration 14Q: 3 clusters Score -9512101 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -9513399.000000 Penalty: 5700.243652
	Iteration 15Q: 3 clusters Score -9513399 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -9514801.000000 Penalty: 5700.243652
	Iteration 16Q: 3 clusters Score -9514801 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -9516431.000000 Penalty: 5700.243652
	Iteration 17Q: 3 clusters Score -9516431 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -9518191.000000 Penalty: 5700.243652
	Iteration 18Q: 3 clusters Score -9518191 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -9519847.000000 Penalty: 5700.243652
	Iteration 19Q: 3 clusters Score -9519847 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -9521434.000000 Penalty: 5700.243652
	Iteration 20F: 3 clusters Score -9521434 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -9522843.000000 Penalty: 5700.243652
	Iteration 21Q: 3 clusters Score -9522843 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -9523800.000000 Penalty: 5700.243652
	Iteration 22Q: 3 clusters Score -9523800 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -9524556.000000 Penalty: 5700.243652
	Iteration 23Q: 3 clusters Score -9524556 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9525057.000000 Penalty: 5700.243652
	Iteration 24Q: 3 clusters Score -9525057 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -9525384.000000 Penalty: 5700.243652
	Iteration 25Q: 3 clusters Score -9525384 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -9525667.000000 Penalty: 5700.243652
	Iteration 26Q: 3 clusters Score -9525667 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -9525842.000000 Penalty: 5700.243652
	Iteration 27Q: 3 clusters Score -9525842 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -9525955.000000 Penalty: 5700.243652
	Iteration 28Q: 3 clusters Score -9525955 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -9526058.000000 Penalty: 5700.243652
	Iteration 29Q: 3 clusters Score -9526058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9526095.000000 Penalty: 5700.243652
	Iteration 30Q: 3 clusters Score -9526095 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -9526151.000000 Penalty: 5700.243652
	Iteration 31Q: 3 clusters Score -9526151 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -9526207.000000 Penalty: 5700.243652
	Iteration 32Q: 3 clusters Score -9526207 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9526234.000000 Penalty: 5700.243652
	Iteration 33Q: 3 clusters Score -9526234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9526262.000000 Penalty: 5700.243652
	Iteration 34Q: 3 clusters Score -9526262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -9526276.000000 Penalty: 5700.243652
	Iteration 35Q: 3 clusters Score -9526276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9526265.000000 Penalty: 5700.243652
	Iteration 36Q: 3 clusters Score -9526265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9526279.000000 Penalty: 5700.243652
	Iteration 37Q: 3 clusters Score -9526279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9526268.000000 Penalty: 5700.243652
	Iteration 38Q: 3 clusters Score -9526268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9526287.000000 Penalty: 5700.243652
	Iteration 39Q: 3 clusters Score -9526287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -9526288.000000 Penalty: 5700.243652
	Iteration 40F: 3 clusters Score -9526288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -9526292.000000 Penalty: 5700.243652
	Iteration 41Q: 3 clusters Score -9526292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -9526286.000000 Penalty: 5700.243652
	Iteration 42Q: 3 clusters Score -9526286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9526295.000000 Penalty: 5700.243652
	Iteration 43Q: 3 clusters Score -9526295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -9526286.000000 Penalty: 5700.243652
	Iteration 44Q: 3 clusters Score -9526286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9526295.000000 Penalty: 5700.243652
	Iteration 45Q: 3 clusters Score -9526295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9526295.000000 Penalty: 5700.243652
	Iteration 46Q: 3 clusters Score -9526295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9526296.000000 Penalty: 5700.243652
	Iteration 47Q: 3 clusters Score -9526296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9526295.000000 Penalty: 5700.243652
	Iteration 48Q: 3 clusters Score -9526295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9526294.000000 Penalty: 5700.243652
	Iteration 49Q: 3 clusters Score -9526294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9526306.000000 Penalty: 5700.243652
	Iteration 50Q: 3 clusters Score -9526306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9526306.000000 Penalty: 5700.243652
	Iteration 51Q: 3 clusters Score -9526306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -9526308.000000 Penalty: 5700.243652
	Iteration 52Q: 3 clusters Score -9526308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9526311.000000 Penalty: 5700.243652
	Iteration 53Q: 3 clusters Score -9526311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -9526323.000000 Penalty: 5700.243652
	Iteration 54Q: 3 clusters Score -9526323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -9526319.000000 Penalty: 5700.243652
	Iteration 55Q: 3 clusters Score -9526319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9526312.000000 Penalty: 5700.243652
	Iteration 56Q: 3 clusters Score -9526312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9526307.000000 Penalty: 5700.243652
	Iteration 57Q: 3 clusters Score -9526307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9526310.000000 Penalty: 5700.243652
	Iteration 58Q: 3 clusters Score -9526310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9526316.000000 Penalty: 5700.243652
	Iteration 59Q: 3 clusters Score -9526316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -9526308.000000 Penalty: 5700.243652
	Iteration 60F: 3 clusters Score -9526308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -9526308.000000 Penalty: 5700.243652
	Iteration 61Q: 3 clusters Score -9526308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9526308.000000 Penalty: 5700.243652
	Iteration 62Q: 3 clusters Score -9526308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9526307.000000 Penalty: 5700.243652
	Iteration 63Q: 3 clusters Score -9526307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9526310.000000 Penalty: 5700.243652
	Iteration 64Q: 3 clusters Score -9526310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -9526317.000000 Penalty: 5700.243652
	Iteration 65Q: 3 clusters Score -9526317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94658 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -9526324.000000 Penalty: 5700.243652
	Iteration 66Q: 3 clusters Score -9526324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9526322.000000 Penalty: 5700.243652
	Iteration 67Q: 3 clusters Score -9526322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9526319.000000 Penalty: 5700.243652
	Iteration 68Q: 3 clusters Score -9526319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9526318.000000 Penalty: 5700.243652
	Iteration 69Q: 3 clusters Score -9526318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9526315.000000 Penalty: 5700.243652
	Iteration 70Q: 3 clusters Score -9526315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9526308.000000 Penalty: 5700.243652
	Iteration 71Q: 3 clusters Score -9526308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9526315.000000 Penalty: 5700.243652
	Iteration 72Q: 3 clusters Score -9526315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9526310.000000 Penalty: 5700.243652
	Iteration 73Q: 3 clusters Score -9526310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9526310.000000 Penalty: 5700.243652
	Iteration 74F: 3 clusters Score -9526310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -1109217.750000 Penalty: 2311.981934
	Iteration 0F: 2 clusters Score -1109218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1100841.000000 Penalty: 4623.963867
	Iteration 0F: 3 clusters Score -1100841 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1103319.375000 Penalty: 4623.963867
	Iteration 1F: 3 clusters Score -1103319 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1103656.500000 Penalty: 4623.963867
	Iteration 2F: 3 clusters Score -1103656 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1103902.750000 Penalty: 4623.963867
	Iteration 3F: 3 clusters Score -1103903 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1104092.750000 Penalty: 4623.963867
	Iteration 4Q: 3 clusters Score -1104093 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1104234.625000 Penalty: 4623.963867
	Iteration 5Q: 3 clusters Score -1104235 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1104349.000000 Penalty: 4623.963867
	Iteration 6Q: 3 clusters Score -1104349 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1104434.875000 Penalty: 4623.963867
	Iteration 7Q: 3 clusters Score -1104435 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1104501.875000 Penalty: 4623.963867
	Iteration 8Q: 3 clusters Score -1104502 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1104570.000000 Penalty: 4623.963867
	Iteration 9Q: 3 clusters Score -1104570 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1104630.500000 Penalty: 4623.963867
	Iteration 10Q: 3 clusters Score -1104630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1104683.750000 Penalty: 4623.963867
	Iteration 11Q: 3 clusters Score -1104684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1104738.125000 Penalty: 4623.963867
	Iteration 12Q: 3 clusters Score -1104738 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1104798.750000 Penalty: 4623.963867
	Iteration 13Q: 3 clusters Score -1104799 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1104854.625000 Penalty: 4623.963867
	Iteration 14Q: 3 clusters Score -1104855 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1104897.625000 Penalty: 4623.963867
	Iteration 15Q: 3 clusters Score -1104898 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1104938.625000 Penalty: 4623.963867
	Iteration 16Q: 3 clusters Score -1104939 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1104984.250000 Penalty: 4623.963867
	Iteration 17Q: 3 clusters Score -1104984 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1105046.625000 Penalty: 4623.963867
	Iteration 18Q: 3 clusters Score -1105047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1105111.375000 Penalty: 4623.963867
	Iteration 19Q: 3 clusters Score -1105111 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1105187.250000 Penalty: 4623.963867
	Iteration 20F: 3 clusters Score -1105187 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1105283.750000 Penalty: 4623.963867
	Iteration 21Q: 3 clusters Score -1105284 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1105385.250000 Penalty: 4623.963867
	Iteration 22Q: 3 clusters Score -1105385 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1105499.125000 Penalty: 4623.963867
	Iteration 23Q: 3 clusters Score -1105499 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1105639.125000 Penalty: 4623.963867
	Iteration 24Q: 3 clusters Score -1105639 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1105788.000000 Penalty: 4623.963867
	Iteration 25Q: 3 clusters Score -1105788 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1105950.000000 Penalty: 4623.963867
	Iteration 26Q: 3 clusters Score -1105950 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1106116.750000 Penalty: 4623.963867
	Iteration 27Q: 3 clusters Score -1106117 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1106278.125000 Penalty: 4623.963867
	Iteration 28Q: 3 clusters Score -1106278 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1106490.750000 Penalty: 4623.963867
	Iteration 29Q: 3 clusters Score -1106491 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1106701.750000 Penalty: 4623.963867
	Iteration 30Q: 3 clusters Score -1106702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1106947.500000 Penalty: 4623.963867
	Iteration 31Q: 3 clusters Score -1106948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1107167.500000 Penalty: 4623.963867
	Iteration 32Q: 3 clusters Score -1107168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1107261.875000 Penalty: 4623.963867
	Iteration 33Q: 3 clusters Score -1107262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1107301.500000 Penalty: 4623.963867
	Iteration 34Q: 3 clusters Score -1107302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1107321.000000 Penalty: 4623.963867
	Iteration 35Q: 3 clusters Score -1107321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1107331.000000 Penalty: 4623.963867
	Iteration 36Q: 3 clusters Score -1107331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1107338.000000 Penalty: 4623.963867
	Iteration 37Q: 3 clusters Score -1107338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1107346.250000 Penalty: 4623.963867
	Iteration 38Q: 3 clusters Score -1107346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1107354.000000 Penalty: 4623.963867
	Iteration 39Q: 3 clusters Score -1107354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1107355.125000 Penalty: 4623.963867
	Iteration 40F: 3 clusters Score -1107355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1107357.375000 Penalty: 4623.963867
	Iteration 41Q: 3 clusters Score -1107357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1107359.250000 Penalty: 4623.963867
	Iteration 42Q: 3 clusters Score -1107359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1107364.500000 Penalty: 4623.963867
	Iteration 43Q: 3 clusters Score -1107364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1107366.875000 Penalty: 4623.963867
	Iteration 44Q: 3 clusters Score -1107367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1107365.375000 Penalty: 4623.963867
	Iteration 45Q: 3 clusters Score -1107365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1107367.000000 Penalty: 4623.963867
	Iteration 46Q: 3 clusters Score -1107367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1107368.125000 Penalty: 4623.963867
	Iteration 47Q: 3 clusters Score -1107368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1107370.875000 Penalty: 4623.963867
	Iteration 48Q: 3 clusters Score -1107371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1107372.000000 Penalty: 4623.963867
	Iteration 49Q: 3 clusters Score -1107372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1107372.250000 Penalty: 4623.963867
	Iteration 50Q: 3 clusters Score -1107372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1107374.250000 Penalty: 4623.963867
	Iteration 51Q: 3 clusters Score -1107374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1107375.000000 Penalty: 4623.963867
	Iteration 52Q: 3 clusters Score -1107375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1107376.500000 Penalty: 4623.963867
	Iteration 53Q: 3 clusters Score -1107376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1107375.875000 Penalty: 4623.963867
	Iteration 54Q: 3 clusters Score -1107376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1107379.500000 Penalty: 4623.963867
	Iteration 55Q: 3 clusters Score -1107380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1107381.250000 Penalty: 4623.963867
	Iteration 56Q: 3 clusters Score -1107381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1107382.625000 Penalty: 4623.963867
	Iteration 57Q: 3 clusters Score -1107383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1107384.625000 Penalty: 4623.963867
	Iteration 58Q: 3 clusters Score -1107385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1107385.000000 Penalty: 4623.963867
	Iteration 59Q: 3 clusters Score -1107385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1107389.875000 Penalty: 4623.963867
	Iteration 60F: 3 clusters Score -1107390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1107392.625000 Penalty: 4623.963867
	Iteration 61Q: 3 clusters Score -1107393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1107393.875000 Penalty: 4623.963867
	Iteration 62Q: 3 clusters Score -1107394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1107394.250000 Penalty: 4623.963867
	Iteration 63Q: 3 clusters Score -1107394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1107397.000000 Penalty: 4623.963867
	Iteration 64Q: 3 clusters Score -1107397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1107395.000000 Penalty: 4623.963867
	Iteration 65Q: 3 clusters Score -1107395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1107393.000000 Penalty: 4623.963867
	Iteration 66Q: 3 clusters Score -1107393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1107394.500000 Penalty: 4623.963867
	Iteration 67Q: 3 clusters Score -1107394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1107395.000000 Penalty: 4623.963867
	Iteration 68Q: 3 clusters Score -1107395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1107395.000000 Penalty: 4623.963867
	Iteration 69F: 3 clusters Score -1107395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Entering Unmasked Estep 
Score: -2293696.500000 Penalty: 2483.250000
	Iteration 0F: 2 clusters Score -2293696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2278021.250000 Penalty: 4966.500000
	Iteration 0F: 3 clusters Score -2278021 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2283470.000000 Penalty: 4966.500000
	Iteration 1F: 3 clusters Score -2283470 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2283889.500000 Penalty: 4966.500000
	Iteration 2F: 3 clusters Score -2283890 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2284235.500000 Penalty: 4966.500000
	Iteration 3Q: 3 clusters Score -2284236 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2284480.750000 Penalty: 4966.500000
	Iteration 4Q: 3 clusters Score -2284481 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2284700.000000 Penalty: 4966.500000
	Iteration 5Q: 3 clusters Score -2284700 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2284943.500000 Penalty: 4966.500000
	Iteration 6Q: 3 clusters Score -2284944 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2285216.750000 Penalty: 4966.500000
	Iteration 7Q: 3 clusters Score -2285217 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2285497.500000 Penalty: 4966.500000
	Iteration 8Q: 3 clusters Score -2285498 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2285845.750000 Penalty: 4966.500000
	Iteration 9Q: 3 clusters Score -2285846 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2286225.750000 Penalty: 4966.500000
	Iteration 10Q: 3 clusters Score -2286226 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2286659.000000 Penalty: 4966.500000
	Iteration 11Q: 3 clusters Score -2286659 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2287180.500000 Penalty: 4966.500000
	Iteration 12Q: 3 clusters Score -2287180 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2287734.500000 Penalty: 4966.500000
	Iteration 13Q: 3 clusters Score -2287734 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2288247.750000 Penalty: 4966.500000
	Iteration 14Q: 3 clusters Score -2288248 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2288795.500000 Penalty: 4966.500000
	Iteration 15Q: 3 clusters Score -2288796 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2289294.750000 Penalty: 4966.500000
	Iteration 16Q: 3 clusters Score -2289295 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2289758.750000 Penalty: 4966.500000
	Iteration 17Q: 3 clusters Score -2289759 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2290159.750000 Penalty: 4966.500000
	Iteration 18Q: 3 clusters Score -2290160 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2290477.000000 Penalty: 4966.500000
	Iteration 19Q: 3 clusters Score -2290477 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2290738.750000 Penalty: 4966.500000
	Iteration 20F: 3 clusters Score -2290739 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2290925.500000 Penalty: 4966.500000
	Iteration 21Q: 3 clusters Score -2290926 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2291069.750000 Penalty: 4966.500000
	Iteration 22Q: 3 clusters Score -2291070 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2291213.250000 Penalty: 4966.500000
	Iteration 23Q: 3 clusters Score -2291213 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2291334.500000 Penalty: 4966.500000
	Iteration 24Q: 3 clusters Score -2291334 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2291422.750000 Penalty: 4966.500000
	Iteration 25Q: 3 clusters Score -2291423 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2291487.500000 Penalty: 4966.500000
	Iteration 26Q: 3 clusters Score -2291488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2291531.750000 Penalty: 4966.500000
	Iteration 27Q: 3 clusters Score -2291532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2291585.000000 Penalty: 4966.500000
	Iteration 28Q: 3 clusters Score -2291585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2291620.750000 Penalty: 4966.500000
	Iteration 29Q: 3 clusters Score -2291621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2291647.000000 Penalty: 4966.500000
	Iteration 30Q: 3 clusters Score -2291647 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2291668.500000 Penalty: 4966.500000
	Iteration 31Q: 3 clusters Score -2291668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2291694.500000 Penalty: 4966.500000
	Iteration 32Q: 3 clusters Score -2291694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2291709.000000 Penalty: 4966.500000
	Iteration 33Q: 3 clusters Score -2291709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2291727.000000 Penalty: 4966.500000
	Iteration 34Q: 3 clusters Score -2291727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2291744.000000 Penalty: 4966.500000
	Iteration 35Q: 3 clusters Score -2291744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2291755.000000 Penalty: 4966.500000
	Iteration 36Q: 3 clusters Score -2291755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2291767.750000 Penalty: 4966.500000
	Iteration 37Q: 3 clusters Score -2291768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2291783.500000 Penalty: 4966.500000
	Iteration 38Q: 3 clusters Score -2291784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2291791.250000 Penalty: 4966.500000
	Iteration 39Q: 3 clusters Score -2291791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2291800.500000 Penalty: 4966.500000
	Iteration 40F: 3 clusters Score -2291800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2291806.500000 Penalty: 4966.500000
	Iteration 41Q: 3 clusters Score -2291806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2291812.250000 Penalty: 4966.500000
	Iteration 42Q: 3 clusters Score -2291812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2291819.750000 Penalty: 4966.500000
	Iteration 43Q: 3 clusters Score -2291820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2291824.750000 Penalty: 4966.500000
	Iteration 44Q: 3 clusters Score -2291825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2291826.750000 Penalty: 4966.500000
	Iteration 45Q: 3 clusters Score -2291827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2291831.250000 Penalty: 4966.500000
	Iteration 46Q: 3 clusters Score -2291831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2291835.250000 Penalty: 4966.500000
	Iteration 47Q: 3 clusters Score -2291835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2291836.500000 Penalty: 4966.500000
	Iteration 48Q: 3 clusters Score -2291836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2291843.500000 Penalty: 4966.500000
	Iteration 49Q: 3 clusters Score -2291844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2291844.000000 Penalty: 4966.500000
	Iteration 50Q: 3 clusters Score -2291844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2291847.250000 Penalty: 4966.500000
	Iteration 51Q: 3 clusters Score -2291847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2291850.750000 Penalty: 4966.500000
	Iteration 52Q: 3 clusters Score -2291851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2291852.000000 Penalty: 4966.500000
	Iteration 53Q: 3 clusters Score -2291852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2291857.000000 Penalty: 4966.500000
	Iteration 54Q: 3 clusters Score -2291857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2291856.000000 Penalty: 4966.500000
	Iteration 55Q: 3 clusters Score -2291856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2291858.000000 Penalty: 4966.500000
	Iteration 56Q: 3 clusters Score -2291858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2291859.250000 Penalty: 4966.500000
	Iteration 57Q: 3 clusters Score -2291859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2291858.000000 Penalty: 4966.500000
	Iteration 58Q: 3 clusters Score -2291858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2291859.500000 Penalty: 4966.500000
	Iteration 59Q: 3 clusters Score -2291860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2291861.250000 Penalty: 4966.500000
	Iteration 60F: 3 clusters Score -2291861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2291862.250000 Penalty: 4966.500000
	Iteration 61Q: 3 clusters Score -2291862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2291863.750000 Penalty: 4966.500000
	Iteration 62Q: 3 clusters Score -2291864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2291867.250000 Penalty: 4966.500000
	Iteration 63Q: 3 clusters Score -2291867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2291867.250000 Penalty: 4966.500000
	Iteration 64F: 3 clusters Score -2291867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -554701.437500 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -554701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -549559.312500 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -549559.3 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -550970.625000 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -550970.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -551422.812500 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -551422.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -551789.125000 Penalty: 4316.032715
	Iteration 3F: 3 clusters Score -551789.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -552032.375000 Penalty: 4316.032715
	Iteration 4F: 3 clusters Score -552032.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -552220.062500 Penalty: 4316.032715
	Iteration 5Q: 3 clusters Score -552220.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -552367.625000 Penalty: 4316.032715
	Iteration 6Q: 3 clusters Score -552367.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -552523.625000 Penalty: 4316.032715
	Iteration 7Q: 3 clusters Score -552523.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -552676.687500 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -552676.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -552816.437500 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -552816.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -552980.312500 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -552980.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -553153.625000 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -553153.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -553313.625000 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -553313.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -553426.250000 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -553426.2 nChanged 127
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: -553493.250000 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -553493.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -553540.500000 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -553540.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -553575.062500 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -553575.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -553617.125000 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -553617.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -553663.250000 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -553663.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -553709.312500 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -553709.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -553745.312500 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -553745.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -553777.750000 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -553777.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -553805.562500 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -553805.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -553833.687500 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -553833.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -553850.187500 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -553850.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -553864.562500 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -553864.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -553877.500000 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -553877.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -553889.562500 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -553889.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -553897.500000 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -553897.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -553903.875000 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -553903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -553910.375000 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -553910.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -553916.125000 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -553916.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -553921.937500 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -553921.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -553927.375000 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -553927.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -553933.562500 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -553933.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -553939.687500 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -553939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -553941.937500 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -553941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -553944.375000 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -553944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -553947.625000 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -553947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -553950.812500 Penalty: 4316.032715
	Iteration 39Q: 3 clusters Score -553950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -553950.750000 Penalty: 4316.032715
	Iteration 40F: 3 clusters Score -553950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -553952.312500 Penalty: 4316.032715
	Iteration 41Q: 3 clusters Score -553952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -553952.312500 Penalty: 4316.032715
	Iteration 42Q: 3 clusters Score -553952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -553952.375000 Penalty: 4316.032715
	Iteration 43Q: 3 clusters Score -553952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -553952.375000 Penalty: 4316.032715
	Iteration 44F: 3 clusters Score -553952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -561032.437500 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -561032.4 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 2820 members 
Entering Unmasked Estep 
Score: -556167.937500 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -556167.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -557375.375000 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -557375.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -557569.875000 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -557569.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -557676.187500 Penalty: 4276.915527
	Iteration 3Q: 3 clusters Score -557676.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -557750.250000 Penalty: 4276.915527
	Iteration 4Q: 3 clusters Score -557750.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -557811.125000 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -557811.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -557868.187500 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -557868.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -557911.187500 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -557911.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -557954.625000 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -557954.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -557995.812500 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -557995.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -558043.562500 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -558043.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -558094.937500 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -558094.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -558147.187500 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -558147.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -558197.187500 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -558197.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -558266.250000 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -558266.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -558334.250000 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -558334.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -558391.812500 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -558391.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -558448.437500 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -558448.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -558495.500000 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -558495.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -558538.250000 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -558538.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -558573.000000 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -558573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -558601.187500 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -558601.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -558624.687500 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -558624.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -558644.125000 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -558644.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -558657.312500 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -558657.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -558672.562500 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -558672.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -558688.437500 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -558688.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -558702.625000 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -558702.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -558713.812500 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -558713.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -558727.062500 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -558727.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -558746.375000 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -558746.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -558764.750000 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -558764.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -558777.187500 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -558777.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -558789.812500 Penalty: 4276.915527
	Iteration 33Q: 3 clusters Score -558789.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -558803.812500 Penalty: 4276.915527
	Iteration 34Q: 3 clusters Score -558803.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -558817.000000 Penalty: 4276.915527
	Iteration 35Q: 3 clusters Score -558817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -558829.062500 Penalty: 4276.915527
	Iteration 36Q: 3 clusters Score -558829.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -558838.187500 Penalty: 4276.915527
	Iteration 37Q: 3 clusters Score -558838.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -558842.500000 Penalty: 4276.915527
	Iteration 38Q: 3 clusters Score -558842.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -558848.375000 Penalty: 4276.915527
	Iteration 39Q: 3 clusters Score -558848.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -558854.250000 Penalty: 4276.915527
	Iteration 40F: 3 clusters Score -558854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -558860.437500 Penalty: 4276.915527
	Iteration 41Q: 3 clusters Score -558860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -558862.812500 Penalty: 4276.915527
	Iteration 42Q: 3 clusters Score -558862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -558865.375000 Penalty: 4276.915527
	Iteration 43Q: 3 clusters Score -558865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -558869.375000 Penalty: 4276.915527
	Iteration 44Q: 3 clusters Score -558869.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -558872.875000 Penalty: 4276.915527
	Iteration 45Q: 3 clusters Score -558872.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -558876.562500 Penalty: 4276.915527
	Iteration 46Q: 3 clusters Score -558876.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -558880.250000 Penalty: 4276.915527
	Iteration 47Q: 3 clusters Score -558880.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -558881.875000 Penalty: 4276.915527
	Iteration 48Q: 3 clusters Score -558881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -558884.750000 Penalty: 4276.915527
	Iteration 49Q: 3 clusters Score -558884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -558887.687500 Penalty: 4276.915527
	Iteration 50Q: 3 clusters Score -558887.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -558890.437500 Penalty: 4276.915527
	Iteration 51Q: 3 clusters Score -558890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -558895.250000 Penalty: 4276.915527
	Iteration 52Q: 3 clusters Score -558895.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -558898.687500 Penalty: 4276.915527
	Iteration 53Q: 3 clusters Score -558898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -558900.312500 Penalty: 4276.915527
	Iteration 54Q: 3 clusters Score -558900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -558902.875000 Penalty: 4276.915527
	Iteration 55Q: 3 clusters Score -558902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -558902.937500 Penalty: 4276.915527
	Iteration 56Q: 3 clusters Score -558902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -558904.687500 Penalty: 4276.915527
	Iteration 57Q: 3 clusters Score -558904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -558904.812500 Penalty: 4276.915527
	Iteration 58Q: 3 clusters Score -558904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -558906.187500 Penalty: 4276.915527
	Iteration 59Q: 3 clusters Score -558906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -558906.187500 Penalty: 4276.915527
	Iteration 60F: 3 clusters Score -558906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -358463.500000 Penalty: 2053.930176
	Iteration 0F: 2 clusters Score -358463.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -354633.687500 Penalty: 4107.860352
	Iteration 0F: 3 clusters Score -354633.7 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -355728.437500 Penalty: 4107.860352
	Iteration 1F: 3 clusters Score -355728.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356174.937500 Penalty: 4107.860352
	Iteration 2F: 3 clusters Score -356174.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -356494.937500 Penalty: 4107.860352
	Iteration 3F: 3 clusters Score -356494.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -356711.375000 Penalty: 4107.860352
	Iteration 4F: 3 clusters Score -356711.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -356897.812500 Penalty: 4107.860352
	Iteration 5Q: 3 clusters Score -356897.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -357058.812500 Penalty: 4107.860352
	Iteration 6Q: 3 clusters Score -357058.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -357195.593750 Penalty: 4107.860352
	Iteration 7Q: 3 clusters Score -357195.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -357293.343750 Penalty: 4107.860352
	Iteration 8Q: 3 clusters Score -357293.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -357348.156250 Penalty: 4107.860352
	Iteration 9Q: 3 clusters Score -357348.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -357389.187500 Penalty: 4107.860352
	Iteration 10Q: 3 clusters Score -357389.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -357428.312500 Penalty: 4107.860352
	Iteration 11Q: 3 clusters Score -357428.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -357453.093750 Penalty: 4107.860352
	Iteration 12Q: 3 clusters Score -357453.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -357471.968750 Penalty: 4107.860352
	Iteration 13Q: 3 clusters Score -357472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -357483.093750 Penalty: 4107.860352
	Iteration 14Q: 3 clusters Score -357483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -357492.093750 Penalty: 4107.860352
	Iteration 15Q: 3 clusters Score -357492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -357500.906250 Penalty: 4107.860352
	Iteration 16Q: 3 clusters Score -357500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -357523.250000 Penalty: 4107.860352
	Iteration 17Q: 3 clusters Score -357523.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -357537.750000 Penalty: 4107.860352
	Iteration 18Q: 3 clusters Score -357537.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -357551.687500 Penalty: 4107.860352
	Iteration 19Q: 3 clusters Score -357551.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -357566.218750 Penalty: 4107.860352
	Iteration 20F: 3 clusters Score -357566.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -357579.406250 Penalty: 4107.860352
	Iteration 21Q: 3 clusters Score -357579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -357586.812500 Penalty: 4107.860352
	Iteration 22Q: 3 clusters Score -357586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -357592.187500 Penalty: 4107.860352
	Iteration 23Q: 3 clusters Score -357592.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -357596.031250 Penalty: 4107.860352
	Iteration 24Q: 3 clusters Score -357596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -357601.218750 Penalty: 4107.860352
	Iteration 25Q: 3 clusters Score -357601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -357606.312500 Penalty: 4107.860352
	Iteration 26Q: 3 clusters Score -357606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -357612.500000 Penalty: 4107.860352
	Iteration 27Q: 3 clusters Score -357612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -357613.906250 Penalty: 4107.860352
	Iteration 28Q: 3 clusters Score -357613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -357614.343750 Penalty: 4107.860352
	Iteration 29Q: 3 clusters Score -357614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -357614.218750 Penalty: 4107.860352
	Iteration 30Q: 3 clusters Score -357614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -357614.218750 Penalty: 4107.860352
	Iteration 31F: 3 clusters Score -357614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -106036.578125 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -106036.6 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 602 members 
Entering Unmasked Estep 
Score: -103957.359375 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -103957.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104260.742188 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -104260.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104328.601562 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -104328.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104389.062500 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -104389.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104446.835938 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -104446.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104489.460938 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -104489.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104532.789062 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -104532.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104564.359375 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -104564.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104589.085938 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -104589.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104604.523438 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -104604.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104617.281250 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -104617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104621.484375 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -104621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104621.835938 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -104621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104625.789062 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -104625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104633.109375 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -104633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104638.304688 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -104638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104644.875000 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -104644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104651.625000 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -104651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104654.765625 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -104654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104655.187500 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -104655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104658.539062 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -104658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104664.085938 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -104664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104671.148438 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -104671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104677.078125 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -104677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104683.007812 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -104683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -104689.968750 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -104690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104694.875000 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -104694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -104697.460938 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -104697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104703.664062 Penalty: 3514.191895
	Iteration 28Q: 3 clusters Score -104703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104713.789062 Penalty: 3514.191895
	Iteration 29Q: 3 clusters Score -104713.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -104731.070312 Penalty: 3514.191895
	Iteration 30Q: 3 clusters Score -104731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104772.070312 Penalty: 3514.191895
	Iteration 31Q: 3 clusters Score -104772.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104797.687500 Penalty: 3514.191895
	Iteration 32Q: 3 clusters Score -104797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104815.468750 Penalty: 3514.191895
	Iteration 33Q: 3 clusters Score -104815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104831.125000 Penalty: 3514.191895
	Iteration 34Q: 3 clusters Score -104831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -104843.843750 Penalty: 3514.191895
	Iteration 35Q: 3 clusters Score -104843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104867.054688 Penalty: 3514.191895
	Iteration 36Q: 3 clusters Score -104867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104915.976562 Penalty: 3514.191895
	Iteration 37Q: 3 clusters Score -104916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104959.265625 Penalty: 3514.191895
	Iteration 38Q: 3 clusters Score -104959.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104989.703125 Penalty: 3514.191895
	Iteration 39Q: 3 clusters Score -104989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -105000.929688 Penalty: 3514.191895
	Iteration 40F: 3 clusters Score -105000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -105010.640625 Penalty: 3514.191895
	Iteration 41Q: 3 clusters Score -105010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -105027.320312 Penalty: 3514.191895
	Iteration 42Q: 3 clusters Score -105027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105039.773438 Penalty: 3514.191895
	Iteration 43Q: 3 clusters Score -105039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105045.250000 Penalty: 3514.191895
	Iteration 44Q: 3 clusters Score -105045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105052.367188 Penalty: 3514.191895
	Iteration 45Q: 3 clusters Score -105052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105056.453125 Penalty: 3514.191895
	Iteration 46Q: 3 clusters Score -105056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105067.484375 Penalty: 3514.191895
	Iteration 47Q: 3 clusters Score -105067.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105077.242188 Penalty: 3514.191895
	Iteration 48Q: 3 clusters Score -105077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105088.359375 Penalty: 3514.191895
	Iteration 49Q: 3 clusters Score -105088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105093.539062 Penalty: 3514.191895
	Iteration 50Q: 3 clusters Score -105093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105102.046875 Penalty: 3514.191895
	Iteration 51Q: 3 clusters Score -105102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105108.625000 Penalty: 3514.191895
	Iteration 52Q: 3 clusters Score -105108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105115.585938 Penalty: 3514.191895
	Iteration 53Q: 3 clusters Score -105115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105116.609375 Penalty: 3514.191895
	Iteration 54Q: 3 clusters Score -105116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105116.609375 Penalty: 3514.191895
	Iteration 55F: 3 clusters Score -105116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -124838.492188 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -124838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -122612.289062 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -122612.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123006.593750 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -123006.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123144.265625 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -123144.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123221.304688 Penalty: 3613.611328
	Iteration 3Q: 3 clusters Score -123221.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -123266.625000 Penalty: 3613.611328
	Iteration 4Q: 3 clusters Score -123266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123313.046875 Penalty: 3613.611328
	Iteration 5Q: 3 clusters Score -123313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123371.390625 Penalty: 3613.611328
	Iteration 6Q: 3 clusters Score -123371.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -123427.406250 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -123427.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -123484.484375 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -123484.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -123540.539062 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -123540.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123594.578125 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -123594.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123644.000000 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -123644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -123705.992188 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -123706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123766.882812 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -123766.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123805.335938 Penalty: 3613.611328
	Iteration 14Q: 3 clusters Score -123805.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123842.117188 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -123842.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123892.265625 Penalty: 3613.611328
	Iteration 16Q: 3 clusters Score -123892.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123950.546875 Penalty: 3613.611328
	Iteration 17Q: 3 clusters Score -123950.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -124018.273438 Penalty: 3613.611328
	Iteration 18Q: 3 clusters Score -124018.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -124065.523438 Penalty: 3613.611328
	Iteration 19Q: 3 clusters Score -124065.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124079.250000 Penalty: 3613.611328
	Iteration 20F: 3 clusters Score -124079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124084.914062 Penalty: 3613.611328
	Iteration 21Q: 3 clusters Score -124084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124087.117188 Penalty: 3613.611328
	Iteration 22Q: 3 clusters Score -124087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124087.687500 Penalty: 3613.611328
	Iteration 23Q: 3 clusters Score -124087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124087.687500 Penalty: 3613.611328
	Iteration 24F: 3 clusters Score -124087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -641915.937500 Penalty: 2171.579102
	Iteration 0F: 2 clusters Score -641915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -636563.937500 Penalty: 4343.158203
	Iteration 0F: 3 clusters Score -636563.9 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -637882.562500 Penalty: 4343.158203
	Iteration 1F: 3 clusters Score -637882.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -638129.937500 Penalty: 4343.158203
	Iteration 2F: 3 clusters Score -638129.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -638298.562500 Penalty: 4343.158203
	Iteration 3F: 3 clusters Score -638298.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -638432.250000 Penalty: 4343.158203
	Iteration 4Q: 3 clusters Score -638432.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -638551.812500 Penalty: 4343.158203
	Iteration 5Q: 3 clusters Score -638551.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -638651.750000 Penalty: 4343.158203
	Iteration 6Q: 3 clusters Score -638651.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -638746.125000 Penalty: 4343.158203
	Iteration 7Q: 3 clusters Score -638746.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -638847.812500 Penalty: 4343.158203
	Iteration 8Q: 3 clusters Score -638847.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -638950.062500 Penalty: 4343.158203
	Iteration 9Q: 3 clusters Score -638950.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -639060.000000 Penalty: 4343.158203
	Iteration 10Q: 3 clusters Score -639060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -639177.812500 Penalty: 4343.158203
	Iteration 11Q: 3 clusters Score -639177.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -639297.500000 Penalty: 4343.158203
	Iteration 12Q: 3 clusters Score -639297.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -639425.375000 Penalty: 4343.158203
	Iteration 13Q: 3 clusters Score -639425.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -639536.125000 Penalty: 4343.158203
	Iteration 14Q: 3 clusters Score -639536.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -639625.687500 Penalty: 4343.158203
	Iteration 15Q: 3 clusters Score -639625.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -639700.437500 Penalty: 4343.158203
	Iteration 16Q: 3 clusters Score -639700.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -639749.312500 Penalty: 4343.158203
	Iteration 17Q: 3 clusters Score -639749.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -639784.625000 Penalty: 4343.158203
	Iteration 18Q: 3 clusters Score -639784.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -639824.312500 Penalty: 4343.158203
	Iteration 19Q: 3 clusters Score -639824.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -639861.812500 Penalty: 4343.158203
	Iteration 20F: 3 clusters Score -639861.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -639886.562500 Penalty: 4343.158203
	Iteration 21Q: 3 clusters Score -639886.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -639914.562500 Penalty: 4343.158203
	Iteration 22Q: 3 clusters Score -639914.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -639938.625000 Penalty: 4343.158203
	Iteration 23Q: 3 clusters Score -639938.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -639964.875000 Penalty: 4343.158203
	Iteration 24Q: 3 clusters Score -639964.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -639987.250000 Penalty: 4343.158203
	Iteration 25Q: 3 clusters Score -639987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -640004.562500 Penalty: 4343.158203
	Iteration 26Q: 3 clusters Score -640004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -640015.812500 Penalty: 4343.158203
	Iteration 27Q: 3 clusters Score -640015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -640029.375000 Penalty: 4343.158203
	Iteration 28Q: 3 clusters Score -640029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -640038.625000 Penalty: 4343.158203
	Iteration 29Q: 3 clusters Score -640038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -640045.000000 Penalty: 4343.158203
	Iteration 30Q: 3 clusters Score -640045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -640048.562500 Penalty: 4343.158203
	Iteration 31Q: 3 clusters Score -640048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -640050.625000 Penalty: 4343.158203
	Iteration 32Q: 3 clusters Score -640050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -640052.625000 Penalty: 4343.158203
	Iteration 33Q: 3 clusters Score -640052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -640052.062500 Penalty: 4343.158203
	Iteration 34Q: 3 clusters Score -640052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -640052.062500 Penalty: 4343.158203
	Iteration 35F: 3 clusters Score -640052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -993534.000000 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -993534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -985624.437500 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -985624.4 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -987895.937500 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -987895.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -988206.062500 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -988206.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -988450.875000 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -988450.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -988682.250000 Penalty: 4585.966309
	Iteration 4Q: 3 clusters Score -988682.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -988943.750000 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -988943.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -989215.062500 Penalty: 4585.966309
	Iteration 6Q: 3 clusters Score -989215.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -989496.562500 Penalty: 4585.966309
	Iteration 7Q: 3 clusters Score -989496.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -989767.250000 Penalty: 4585.966309
	Iteration 8Q: 3 clusters Score -989767.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -989993.500000 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -989993.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -990207.562500 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -990207.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -990372.187500 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -990372.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -990498.187500 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -990498.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -990621.750000 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -990621.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -990737.687500 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -990737.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -990857.000000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -990857 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -990966.875000 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -990966.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -991058.125000 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -991058.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -991134.500000 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -991134.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -991211.250000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -991211.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -991277.625000 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -991277.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -991334.625000 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -991334.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -991384.875000 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -991384.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -991433.250000 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -991433.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -991474.750000 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -991474.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -991514.062500 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -991514.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -991535.750000 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -991535.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -991550.000000 Penalty: 4585.966309
	Iteration 27Q: 3 clusters Score -991550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -991564.437500 Penalty: 4585.966309
	Iteration 28Q: 3 clusters Score -991564.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -991581.812500 Penalty: 4585.966309
	Iteration 29Q: 3 clusters Score -991581.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -991593.437500 Penalty: 4585.966309
	Iteration 30Q: 3 clusters Score -991593.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -991611.312500 Penalty: 4585.966309
	Iteration 31Q: 3 clusters Score -991611.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -991623.187500 Penalty: 4585.966309
	Iteration 32Q: 3 clusters Score -991623.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -991637.562500 Penalty: 4585.966309
	Iteration 33Q: 3 clusters Score -991637.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -991652.250000 Penalty: 4585.966309
	Iteration 34Q: 3 clusters Score -991652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -991659.250000 Penalty: 4585.966309
	Iteration 35Q: 3 clusters Score -991659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -991666.125000 Penalty: 4585.966309
	Iteration 36Q: 3 clusters Score -991666.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -991675.562500 Penalty: 4585.966309
	Iteration 37Q: 3 clusters Score -991675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -991681.000000 Penalty: 4585.966309
	Iteration 38Q: 3 clusters Score -991681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -991686.562500 Penalty: 4585.966309
	Iteration 39Q: 3 clusters Score -991686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -991691.000000 Penalty: 4585.966309
	Iteration 40F: 3 clusters Score -991691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -991694.750000 Penalty: 4585.966309
	Iteration 41Q: 3 clusters Score -991694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -991700.375000 Penalty: 4585.966309
	Iteration 42Q: 3 clusters Score -991700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -991704.812500 Penalty: 4585.966309
	Iteration 43Q: 3 clusters Score -991704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -991707.687500 Penalty: 4585.966309
	Iteration 44Q: 3 clusters Score -991707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -991715.062500 Penalty: 4585.966309
	Iteration 45Q: 3 clusters Score -991715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -991715.062500 Penalty: 4585.966309
	Iteration 46Q: 3 clusters Score -991715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -991717.812500 Penalty: 4585.966309
	Iteration 47Q: 3 clusters Score -991717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -991717.125000 Penalty: 4585.966309
	Iteration 48Q: 3 clusters Score -991717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -991720.125000 Penalty: 4585.966309
	Iteration 49Q: 3 clusters Score -991720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -991722.625000 Penalty: 4585.966309
	Iteration 50Q: 3 clusters Score -991722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -991723.250000 Penalty: 4585.966309
	Iteration 51Q: 3 clusters Score -991723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -991723.250000 Penalty: 4585.966309
	Iteration 52F: 3 clusters Score -991723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -980391.062500 Penalty: 2292.048096
	Iteration 0F: 2 clusters Score -980391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -972465.875000 Penalty: 4584.096191
	Iteration 0F: 3 clusters Score -972465.9 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -974750.500000 Penalty: 4584.096191
	Iteration 1F: 3 clusters Score -974750.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -975113.812500 Penalty: 4584.096191
	Iteration 2F: 3 clusters Score -975113.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -975417.312500 Penalty: 4584.096191
	Iteration 3F: 3 clusters Score -975417.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -975692.312500 Penalty: 4584.096191
	Iteration 4Q: 3 clusters Score -975692.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -975978.625000 Penalty: 4584.096191
	Iteration 5Q: 3 clusters Score -975978.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -976307.750000 Penalty: 4584.096191
	Iteration 6Q: 3 clusters Score -976307.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -976675.125000 Penalty: 4584.096191
	Iteration 7Q: 3 clusters Score -976675.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -977052.437500 Penalty: 4584.096191
	Iteration 8F: 3 clusters Score -977052.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -977431.375000 Penalty: 4584.096191
	Iteration 9Q: 3 clusters Score -977431.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -977829.625000 Penalty: 4584.096191
	Iteration 10Q: 3 clusters Score -977829.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -978169.750000 Penalty: 4584.096191
	Iteration 11Q: 3 clusters Score -978169.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -978457.812500 Penalty: 4584.096191
	Iteration 12Q: 3 clusters Score -978457.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -978717.687500 Penalty: 4584.096191
	Iteration 13Q: 3 clusters Score -978717.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -978929.875000 Penalty: 4584.096191
	Iteration 14Q: 3 clusters Score -978929.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -979100.000000 Penalty: 4584.096191
	Iteration 15Q: 3 clusters Score -979100 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -979233.375000 Penalty: 4584.096191
	Iteration 16Q: 3 clusters Score -979233.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -979307.250000 Penalty: 4584.096191
	Iteration 17Q: 3 clusters Score -979307.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -979342.375000 Penalty: 4584.096191
	Iteration 18Q: 3 clusters Score -979342.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -979370.750000 Penalty: 4584.096191
	Iteration 19Q: 3 clusters Score -979370.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -979390.875000 Penalty: 4584.096191
	Iteration 20F: 3 clusters Score -979390.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -979403.375000 Penalty: 4584.096191
	Iteration 21Q: 3 clusters Score -979403.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -979415.937500 Penalty: 4584.096191
	Iteration 22Q: 3 clusters Score -979415.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -979425.687500 Penalty: 4584.096191
	Iteration 23Q: 3 clusters Score -979425.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -979437.375000 Penalty: 4584.096191
	Iteration 24Q: 3 clusters Score -979437.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -979448.187500 Penalty: 4584.096191
	Iteration 25Q: 3 clusters Score -979448.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -979454.812500 Penalty: 4584.096191
	Iteration 26Q: 3 clusters Score -979454.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -979461.687500 Penalty: 4584.096191
	Iteration 27Q: 3 clusters Score -979461.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -979465.250000 Penalty: 4584.096191
	Iteration 28Q: 3 clusters Score -979465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -979465.937500 Penalty: 4584.096191
	Iteration 29Q: 3 clusters Score -979465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -979469.250000 Penalty: 4584.096191
	Iteration 30Q: 3 clusters Score -979469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -979469.687500 Penalty: 4584.096191
	Iteration 31Q: 3 clusters Score -979469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -979470.937500 Penalty: 4584.096191
	Iteration 32Q: 3 clusters Score -979470.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -979472.875000 Penalty: 4584.096191
	Iteration 33Q: 3 clusters Score -979472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -979473.875000 Penalty: 4584.096191
	Iteration 34Q: 3 clusters Score -979473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -979475.812500 Penalty: 4584.096191
	Iteration 35Q: 3 clusters Score -979475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -979476.562500 Penalty: 4584.096191
	Iteration 36Q: 3 clusters Score -979476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -979475.625000 Penalty: 4584.096191
	Iteration 37Q: 3 clusters Score -979475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -979475.750000 Penalty: 4584.096191
	Iteration 38Q: 3 clusters Score -979475.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -979479.312500 Penalty: 4584.096191
	Iteration 39Q: 3 clusters Score -979479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -979479.062500 Penalty: 4584.096191
	Iteration 40F: 3 clusters Score -979479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -979478.875000 Penalty: 4584.096191
	Iteration 41Q: 3 clusters Score -979478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -979481.750000 Penalty: 4584.096191
	Iteration 42Q: 3 clusters Score -979481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -979481.625000 Penalty: 4584.096191
	Iteration 43Q: 3 clusters Score -979481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -979483.437500 Penalty: 4584.096191
	Iteration 44Q: 3 clusters Score -979483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -979484.687500 Penalty: 4584.096191
	Iteration 45Q: 3 clusters Score -979484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -979485.625000 Penalty: 4584.096191
	Iteration 46Q: 3 clusters Score -979485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -979488.375000 Penalty: 4584.096191
	Iteration 47Q: 3 clusters Score -979488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -979490.937500 Penalty: 4584.096191
	Iteration 48Q: 3 clusters Score -979490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -979492.250000 Penalty: 4584.096191
	Iteration 49Q: 3 clusters Score -979492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -979492.562500 Penalty: 4584.096191
	Iteration 50Q: 3 clusters Score -979492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -979492.562500 Penalty: 4584.096191
	Iteration 51Q: 3 clusters Score -979492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -979496.125000 Penalty: 4584.096191
	Iteration 52Q: 3 clusters Score -979496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -979496.062500 Penalty: 4584.096191
	Iteration 53Q: 3 clusters Score -979496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -979496.437500 Penalty: 4584.096191
	Iteration 54Q: 3 clusters Score -979496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -979495.375000 Penalty: 4584.096191
	Iteration 55Q: 3 clusters Score -979495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -979494.437500 Penalty: 4584.096191
	Iteration 56Q: 3 clusters Score -979494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -979495.437500 Penalty: 4584.096191
	Iteration 57Q: 3 clusters Score -979495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -979496.062500 Penalty: 4584.096191
	Iteration 58Q: 3 clusters Score -979496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -979497.687500 Penalty: 4584.096191
	Iteration 59Q: 3 clusters Score -979497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -979497.687500 Penalty: 4584.096191
	Iteration 60F: 3 clusters Score -979497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -979496.812500 Penalty: 4584.096191
	Iteration 61Q: 3 clusters Score -979496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -979498.250000 Penalty: 4584.096191
	Iteration 62Q: 3 clusters Score -979498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -979498.250000 Penalty: 4584.096191
	Iteration 63F: 3 clusters Score -979498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Entering Unmasked Estep 
Score: -1933004.250000 Penalty: 2447.306641
	Iteration 0F: 2 clusters Score -1933004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1919422.125000 Penalty: 4894.613281
	Iteration 0F: 3 clusters Score -1919422 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1924004.625000 Penalty: 4894.613281
	Iteration 1F: 3 clusters Score -1924005 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1924401.875000 Penalty: 4894.613281
	Iteration 2F: 3 clusters Score -1924402 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1924742.875000 Penalty: 4894.613281
	Iteration 3Q: 3 clusters Score -1924743 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1925074.500000 Penalty: 4894.613281
	Iteration 4Q: 3 clusters Score -1925074 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1925395.750000 Penalty: 4894.613281
	Iteration 5Q: 3 clusters Score -1925396 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1925697.500000 Penalty: 4894.613281
	Iteration 6Q: 3 clusters Score -1925698 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1925994.875000 Penalty: 4894.613281
	Iteration 7Q: 3 clusters Score -1925995 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1926285.875000 Penalty: 4894.613281
	Iteration 8Q: 3 clusters Score -1926286 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1926562.125000 Penalty: 4894.613281
	Iteration 9Q: 3 clusters Score -1926562 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1926844.625000 Penalty: 4894.613281
	Iteration 10Q: 3 clusters Score -1926845 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1927110.625000 Penalty: 4894.613281
	Iteration 11Q: 3 clusters Score -1927111 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1927385.000000 Penalty: 4894.613281
	Iteration 12Q: 3 clusters Score -1927385 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1927681.250000 Penalty: 4894.613281
	Iteration 13Q: 3 clusters Score -1927681 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1927991.125000 Penalty: 4894.613281
	Iteration 14Q: 3 clusters Score -1927991 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1928346.750000 Penalty: 4894.613281
	Iteration 15Q: 3 clusters Score -1928347 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1928729.625000 Penalty: 4894.613281
	Iteration 16Q: 3 clusters Score -1928730 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1929159.000000 Penalty: 4894.613281
	Iteration 17Q: 3 clusters Score -1929159 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1929560.000000 Penalty: 4894.613281
	Iteration 18Q: 3 clusters Score -1929560 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1929930.125000 Penalty: 4894.613281
	Iteration 19Q: 3 clusters Score -1929930 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1930211.500000 Penalty: 4894.613281
	Iteration 20F: 3 clusters Score -1930212 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1930434.375000 Penalty: 4894.613281
	Iteration 21Q: 3 clusters Score -1930434 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1930573.500000 Penalty: 4894.613281
	Iteration 22Q: 3 clusters Score -1930574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1930667.625000 Penalty: 4894.613281
	Iteration 23Q: 3 clusters Score -1930668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1930732.625000 Penalty: 4894.613281
	Iteration 24Q: 3 clusters Score -1930733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1930782.750000 Penalty: 4894.613281
	Iteration 25Q: 3 clusters Score -1930783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1930821.750000 Penalty: 4894.613281
	Iteration 26Q: 3 clusters Score -1930822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1930839.375000 Penalty: 4894.613281
	Iteration 27Q: 3 clusters Score -1930839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1930854.375000 Penalty: 4894.613281
	Iteration 28Q: 3 clusters Score -1930854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1930859.250000 Penalty: 4894.613281
	Iteration 29Q: 3 clusters Score -1930859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1930862.375000 Penalty: 4894.613281
	Iteration 30Q: 3 clusters Score -1930862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1930863.375000 Penalty: 4894.613281
	Iteration 31Q: 3 clusters Score -1930863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1930864.250000 Penalty: 4894.613281
	Iteration 32Q: 3 clusters Score -1930864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1930866.625000 Penalty: 4894.613281
	Iteration 33Q: 3 clusters Score -1930867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1930866.625000 Penalty: 4894.613281
	Iteration 34F: 3 clusters Score -1930867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Entering Unmasked Estep 
Score: -2373844.250000 Penalty: 2501.115234
	Iteration 0F: 2 clusters Score -2373844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2357279.000000 Penalty: 5002.230469
	Iteration 0F: 3 clusters Score -2357279 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2363111.500000 Penalty: 5002.230469
	Iteration 1F: 3 clusters Score -2363112 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2363932.000000 Penalty: 5002.230469
	Iteration 2F: 3 clusters Score -2363932 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2364961.750000 Penalty: 5002.230469
	Iteration 3F: 3 clusters Score -2364962 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2366075.750000 Penalty: 5002.230469
	Iteration 4F: 3 clusters Score -2366076 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2367182.500000 Penalty: 5002.230469
	Iteration 5F: 3 clusters Score -2367182 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2368103.750000 Penalty: 5002.230469
	Iteration 6F: 3 clusters Score -2368104 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2368782.250000 Penalty: 5002.230469
	Iteration 7Q: 3 clusters Score -2368782 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2369265.500000 Penalty: 5002.230469
	Iteration 8Q: 3 clusters Score -2369266 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2369629.750000 Penalty: 5002.230469
	Iteration 9Q: 3 clusters Score -2369630 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2369906.000000 Penalty: 5002.230469
	Iteration 10Q: 3 clusters Score -2369906 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2370137.750000 Penalty: 5002.230469
	Iteration 11Q: 3 clusters Score -2370138 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2370323.000000 Penalty: 5002.230469
	Iteration 12Q: 3 clusters Score -2370323 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2370477.000000 Penalty: 5002.230469
	Iteration 13Q: 3 clusters Score -2370477 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2370561.500000 Penalty: 5002.230469
	Iteration 14Q: 3 clusters Score -2370562 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2370614.500000 Penalty: 5002.230469
	Iteration 15Q: 3 clusters Score -2370614 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2370649.500000 Penalty: 5002.230469
	Iteration 16Q: 3 clusters Score -2370650 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2370687.500000 Penalty: 5002.230469
	Iteration 17Q: 3 clusters Score -2370688 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2370716.500000 Penalty: 5002.230469
	Iteration 18Q: 3 clusters Score -2370716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2370741.250000 Penalty: 5002.230469
	Iteration 19Q: 3 clusters Score -2370741 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2370762.250000 Penalty: 5002.230469
	Iteration 20F: 3 clusters Score -2370762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2370782.000000 Penalty: 5002.230469
	Iteration 21Q: 3 clusters Score -2370782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2370796.250000 Penalty: 5002.230469
	Iteration 22Q: 3 clusters Score -2370796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2370801.250000 Penalty: 5002.230469
	Iteration 23Q: 3 clusters Score -2370801 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2370815.750000 Penalty: 5002.230469
	Iteration 24Q: 3 clusters Score -2370816 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2370833.250000 Penalty: 5002.230469
	Iteration 25Q: 3 clusters Score -2370833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2370844.000000 Penalty: 5002.230469
	Iteration 26Q: 3 clusters Score -2370844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2370855.000000 Penalty: 5002.230469
	Iteration 27Q: 3 clusters Score -2370855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2370881.750000 Penalty: 5002.230469
	Iteration 28Q: 3 clusters Score -2370882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2370886.500000 Penalty: 5002.230469
	Iteration 29Q: 3 clusters Score -2370886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2370895.250000 Penalty: 5002.230469
	Iteration 30Q: 3 clusters Score -2370895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2370905.000000 Penalty: 5002.230469
	Iteration 31Q: 3 clusters Score -2370905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2370916.000000 Penalty: 5002.230469
	Iteration 32Q: 3 clusters Score -2370916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2370920.750000 Penalty: 5002.230469
	Iteration 33Q: 3 clusters Score -2370921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2370934.250000 Penalty: 5002.230469
	Iteration 34Q: 3 clusters Score -2370934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2370931.250000 Penalty: 5002.230469
	Iteration 35Q: 3 clusters Score -2370931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2370935.750000 Penalty: 5002.230469
	Iteration 36Q: 3 clusters Score -2370936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2370946.250000 Penalty: 5002.230469
	Iteration 37Q: 3 clusters Score -2370946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2370950.250000 Penalty: 5002.230469
	Iteration 38Q: 3 clusters Score -2370950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2370957.000000 Penalty: 5002.230469
	Iteration 39Q: 3 clusters Score -2370957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2370963.250000 Penalty: 5002.230469
	Iteration 40F: 3 clusters Score -2370963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2370972.750000 Penalty: 5002.230469
	Iteration 41Q: 3 clusters Score -2370973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2370973.000000 Penalty: 5002.230469
	Iteration 42Q: 3 clusters Score -2370973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2370974.750000 Penalty: 5002.230469
	Iteration 43Q: 3 clusters Score -2370975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2370977.500000 Penalty: 5002.230469
	Iteration 44Q: 3 clusters Score -2370978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2370986.250000 Penalty: 5002.230469
	Iteration 45Q: 3 clusters Score -2370986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2370988.750000 Penalty: 5002.230469
	Iteration 46Q: 3 clusters Score -2370989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2370986.000000 Penalty: 5002.230469
	Iteration 47Q: 3 clusters Score -2370986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2370990.500000 Penalty: 5002.230469
	Iteration 48Q: 3 clusters Score -2370990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2371003.250000 Penalty: 5002.230469
	Iteration 49Q: 3 clusters Score -2371003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2371000.250000 Penalty: 5002.230469
	Iteration 50Q: 3 clusters Score -2371000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2371005.500000 Penalty: 5002.230469
	Iteration 51Q: 3 clusters Score -2371006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2371005.000000 Penalty: 5002.230469
	Iteration 52Q: 3 clusters Score -2371005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2371008.750000 Penalty: 5002.230469
	Iteration 53Q: 3 clusters Score -2371009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2371012.500000 Penalty: 5002.230469
	Iteration 54Q: 3 clusters Score -2371012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2371024.500000 Penalty: 5002.230469
	Iteration 55Q: 3 clusters Score -2371024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2371023.250000 Penalty: 5002.230469
	Iteration 56Q: 3 clusters Score -2371023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2371030.250000 Penalty: 5002.230469
	Iteration 57Q: 3 clusters Score -2371030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2371033.000000 Penalty: 5002.230469
	Iteration 58Q: 3 clusters Score -2371033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2371031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2371043.750000 Penalty: 5002.230469
	Iteration 60F: 3 clusters Score -2371044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2371053.500000 Penalty: 5002.230469
	Iteration 61Q: 3 clusters Score -2371054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2371053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2371065.500000 Penalty: 5002.230469
	Iteration 63Q: 3 clusters Score -2371066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2371069.750000 Penalty: 5002.230469
	Iteration 64Q: 3 clusters Score -2371070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2371072.500000 Penalty: 5002.230469
	Iteration 65Q: 3 clusters Score -2371072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2371076.000000 Penalty: 5002.230469
	Iteration 66Q: 3 clusters Score -2371076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2371078.750000 Penalty: 5002.230469
	Iteration 67Q: 3 clusters Score -2371079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2371084.750000 Penalty: 5002.230469
	Iteration 68Q: 3 clusters Score -2371085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2371097.750000 Penalty: 5002.230469
	Iteration 69Q: 3 clusters Score -2371098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2371100.250000 Penalty: 5002.230469
	Iteration 70Q: 3 clusters Score -2371100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2371106.500000 Penalty: 5002.230469
	Iteration 71Q: 3 clusters Score -2371106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2371117.250000 Penalty: 5002.230469
	Iteration 72Q: 3 clusters Score -2371117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2371132.250000 Penalty: 5002.230469
	Iteration 73Q: 3 clusters Score -2371132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2371135.000000 Penalty: 5002.230469
	Iteration 74Q: 3 clusters Score -2371135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2371137.750000 Penalty: 5002.230469
	Iteration 75Q: 3 clusters Score -2371138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2371131.750000 Penalty: 5002.230469
	Iteration 76Q: 3 clusters Score -2371132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2371136.250000 Penalty: 5002.230469
	Iteration 77Q: 3 clusters Score -2371136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2371153.750000 Penalty: 5002.230469
	Iteration 78Q: 3 clusters Score -2371154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2371157.250000 Penalty: 5002.230469
	Iteration 79Q: 3 clusters Score -2371157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2371161.500000 Penalty: 5002.230469
	Iteration 80F: 3 clusters Score -2371162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2371166.250000 Penalty: 5002.230469
	Iteration 81Q: 3 clusters Score -2371166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2371183.750000 Penalty: 5002.230469
	Iteration 82Q: 3 clusters Score -2371184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2371202.750000 Penalty: 5002.230469
	Iteration 83Q: 3 clusters Score -2371203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2371209.750000 Penalty: 5002.230469
	Iteration 84Q: 3 clusters Score -2371210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2371228.250000 Penalty: 5002.230469
	Iteration 85Q: 3 clusters Score -2371228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2371247.250000 Penalty: 5002.230469
	Iteration 86Q: 3 clusters Score -2371247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2371275.000000 Penalty: 5002.230469
	Iteration 87Q: 3 clusters Score -2371275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2371294.500000 Penalty: 5002.230469
	Iteration 88Q: 3 clusters Score -2371294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2371314.500000 Penalty: 5002.230469
	Iteration 89Q: 3 clusters Score -2371314 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2371348.500000 Penalty: 5002.230469
	Iteration 90Q: 3 clusters Score -2371348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2371354.000000 Penalty: 5002.230469
	Iteration 91Q: 3 clusters Score -2371354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2371388.000000 Penalty: 5002.230469
	Iteration 92Q: 3 clusters Score -2371388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2371400.000000 Penalty: 5002.230469
	Iteration 93Q: 3 clusters Score -2371400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2371421.250000 Penalty: 5002.230469
	Iteration 94Q: 3 clusters Score -2371421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2371436.500000 Penalty: 5002.230469
	Iteration 95Q: 3 clusters Score -2371436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2371449.750000 Penalty: 5002.230469
	Iteration 96Q: 3 clusters Score -2371450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2371464.500000 Penalty: 5002.230469
	Iteration 97Q: 3 clusters Score -2371464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2371482.500000 Penalty: 5002.230469
	Iteration 98Q: 3 clusters Score -2371482 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2371495.250000 Penalty: 5002.230469
	Iteration 99Q: 3 clusters Score -2371495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2371513.000000 Penalty: 5002.230469
	Iteration 100F: 3 clusters Score -2371513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2371527.500000 Penalty: 5002.230469
	Iteration 101Q: 3 clusters Score -2371528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2371546.750000 Penalty: 5002.230469
	Iteration 102Q: 3 clusters Score -2371547 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2371573.250000 Penalty: 5002.230469
	Iteration 103Q: 3 clusters Score -2371573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2371588.000000 Penalty: 5002.230469
	Iteration 104Q: 3 clusters Score -2371588 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2371607.250000 Penalty: 5002.230469
	Iteration 105Q: 3 clusters Score -2371607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2371610.500000 Penalty: 5002.230469
	Iteration 106Q: 3 clusters Score -2371610 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2371624.500000 Penalty: 5002.230469
	Iteration 107Q: 3 clusters Score -2371624 nChanged 49
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Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2371641.000000 Penalty: 5002.230469
	Iteration 108Q: 3 clusters Score -2371641 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2371643.250000 Penalty: 5002.230469
	Iteration 109Q: 3 clusters Score -2371643 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2371660.000000 Penalty: 5002.230469
	Iteration 110Q: 3 clusters Score -2371660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2371659.750000 Penalty: 5002.230469
	Iteration 111Q: 3 clusters Score -2371660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2371667.250000 Penalty: 5002.230469
	Iteration 112Q: 3 clusters Score -2371667 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2371672.250000 Penalty: 5002.230469
	Iteration 113Q: 3 clusters Score -2371672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2371677.750000 Penalty: 5002.230469
	Iteration 114Q: 3 clusters Score -2371678 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2371680.000000 Penalty: 5002.230469
	Iteration 115Q: 3 clusters Score -2371680 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2371686 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2371693.750000 Penalty: 5002.230469
	Iteration 117Q: 3 clusters Score -2371694 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2371693.000000 Penalty: 5002.230469
	Iteration 118Q: 3 clusters Score -2371693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2371698.000000 Penalty: 5002.230469
	Iteration 119Q: 3 clusters Score -2371698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2371702.250000 Penalty: 5002.230469
	Iteration 120F: 3 clusters Score -2371702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2371701.000000 Penalty: 5002.230469
	Iteration 121Q: 3 clusters Score -2371701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2371699.250000 Penalty: 5002.230469
	Iteration 122Q: 3 clusters Score -2371699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2371696.000000 Penalty: 5002.230469
	Iteration 123Q: 3 clusters Score -2371696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2371701.750000 Penalty: 5002.230469
	Iteration 124Q: 3 clusters Score -2371702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2371701.250000 Penalty: 5002.230469
	Iteration 125Q: 3 clusters Score -2371701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2371702.750000 Penalty: 5002.230469
	Iteration 126Q: 3 clusters Score -2371703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2371703.250000 Penalty: 5002.230469
	Iteration 127Q: 3 clusters Score -2371703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2371703.250000 Penalty: 5002.230469
	Iteration 128Q: 3 clusters Score -2371703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2371707.750000 Penalty: 5002.230469
	Iteration 129Q: 3 clusters Score -2371708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2371708.750000 Penalty: 5002.230469
	Iteration 130Q: 3 clusters Score -2371709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2371707.500000 Penalty: 5002.230469
	Iteration 131Q: 3 clusters Score -2371708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2371705.000000 Penalty: 5002.230469
	Iteration 132Q: 3 clusters Score -2371705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2371705.000000 Penalty: 5002.230469
	Iteration 133Q: 3 clusters Score -2371705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2371706.000000 Penalty: 5002.230469
	Iteration 134Q: 3 clusters Score -2371706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2371704.750000 Penalty: 5002.230469
	Iteration 135Q: 3 clusters Score -2371705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2371709.500000 Penalty: 5002.230469
	Iteration 136Q: 3 clusters Score -2371710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2371709.500000 Penalty: 5002.230469
	Iteration 137F: 3 clusters Score -2371710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24961 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15323 members 
Mstep: Class 14 contains 19363 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 35018 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15836 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 97971 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10323 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953020.000000 Penalty: 135718.187500
Iteration 159Q: 42 clusters Score -5.895302e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61598 members 
Mstep: Class 13 contains 15321 members 
Mstep: Class 14 contains 19318 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 15732 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16374 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 98020 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10328 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953128.000000 Penalty: 135718.187500
Iteration 160F: 42 clusters Score -5.895313e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 29878 members 
Mstep: Class 7 contains 45030 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61596 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 19284 members 
Mstep: Class 15 contains 15199 members 
Mstep: Class 16 contains 15728 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 5686 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 98058 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10332 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953132.000000 Penalty: 135718.187500
Iteration 161Q: 42 clusters Score -5.895313e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 29876 members 
Mstep: Class 7 contains 45030 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61590 members 
Mstep: Class 13 contains 15313 members 
Mstep: Class 14 contains 19255 members 
Mstep: Class 15 contains 15199 members 
Mstep: Class 16 contains 15729 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15843 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16364 members 
Mstep: Class 24 contains 5690 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 98089 members 
Mstep: Class 30 contains 11188 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 23997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953068.000000 Penalty: 135718.187500
Iteration 162Q: 42 clusters Score -5.895307e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24956 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61586 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19225 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 16 contains 15729 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16361 members 
Mstep: Class 24 contains 5694 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 98120 members 
Mstep: Class 30 contains 11188 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953024.000000 Penalty: 135718.187500
Iteration 163Q: 42 clusters Score -5.895302e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29874 members 
Mstep: Class 7 contains 45032 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61586 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15726 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15853 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16359 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8926 members 
Mstep: Class 29 contains 98149 members 
Mstep: Class 30 contains 11189 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953060.000000 Penalty: 135718.187500
Iteration 164Q: 42 clusters Score -5.895306e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29874 members 
Mstep: Class 7 contains 45030 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61583 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19155 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15721 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15856 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16358 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8925 members 
Mstep: Class 29 contains 98192 members 
Mstep: Class 30 contains 11190 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10342 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953128.000000 Penalty: 135718.187500
Iteration 165Q: 42 clusters Score -5.895313e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29874 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61575 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 19130 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15861 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8922 members 
Mstep: Class 29 contains 98224 members 
Mstep: Class 30 contains 11191 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10342 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953160.000000 Penalty: 135718.187500
Iteration 166Q: 42 clusters Score -5.895316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45030 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61573 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19098 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15862 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16351 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8919 members 
Mstep: Class 29 contains 98254 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10345 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953124.000000 Penalty: 135718.187500
Iteration 167Q: 42 clusters Score -5.895312e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19067 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15864 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16348 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 98293 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953144.000000 Penalty: 135718.187500
Iteration 168Q: 42 clusters Score -5.895314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19047 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15866 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16348 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 98315 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1194 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953160.000000 Penalty: 135718.187500
Iteration 169Q: 42 clusters Score -5.895316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19027 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16347 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 98335 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953152.000000 Penalty: 135718.187500
Iteration 170Q: 42 clusters Score -5.895315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24945 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16345 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 98359 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953200.000000 Penalty: 135718.187500
Iteration 171Q: 42 clusters Score -5.89532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24945 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18992 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15869 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16345 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 98372 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953188.000000 Penalty: 135718.187500
Iteration 172Q: 42 clusters Score -5.895319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24945 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61565 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18977 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15869 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16344 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98390 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953140.000000 Penalty: 135718.187500
Iteration 173Q: 42 clusters Score -5.895314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16344 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98409 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953132.000000 Penalty: 135718.187500
Iteration 174Q: 42 clusters Score -5.895313e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61565 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18934 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16343 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98435 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953128.000000 Penalty: 135718.187500
Iteration 175Q: 42 clusters Score -5.895313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18911 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15871 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16341 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98460 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953124.000000 Penalty: 135718.187500
Iteration 176Q: 42 clusters Score -5.895312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24945 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18889 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15869 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98485 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953136.000000 Penalty: 135718.187500
Iteration 177Q: 42 clusters Score -5.895314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45032 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18872 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 35021 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16336 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98502 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10345 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953128.000000 Penalty: 135718.187500
Iteration 178Q: 42 clusters Score -5.895313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18849 members 
Mstep: Class 15 contains 15196 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16329 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98526 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10345 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953072.000000 Penalty: 135718.187500
Iteration 179Q: 42 clusters Score -5.895307e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45035 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18827 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16326 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98550 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10345 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953128.000000 Penalty: 135718.187500
Iteration 180F: 42 clusters Score -5.895313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18811 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16321 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98575 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10344 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953136.000000 Penalty: 135718.187500
Iteration 181Q: 42 clusters Score -5.895314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61568 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18798 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 15719 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16320 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98593 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10343 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953104.000000 Penalty: 135718.187500
Iteration 182Q: 42 clusters Score -5.89531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 29874 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 18787 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16315 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98604 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10343 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953160.000000 Penalty: 135718.187500
Iteration 183Q: 42 clusters Score -5.895316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 18776 members 
Mstep: Class 15 contains 15194 members 
Mstep: Class 16 contains 15721 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15874 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16310 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98616 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10344 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953148.000000 Penalty: 135718.187500
Iteration 184Q: 42 clusters Score -5.895315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18769 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15721 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16311 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98624 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10344 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953148.000000 Penalty: 135718.187500
Iteration 185Q: 42 clusters Score -5.895315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18763 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15723 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15874 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16309 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98626 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10344 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953136.000000 Penalty: 135718.187500
Iteration 186Q: 42 clusters Score -5.895314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61565 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18756 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98630 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10344 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953176.000000 Penalty: 135718.187500
Iteration 187Q: 42 clusters Score -5.895318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61564 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18751 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98634 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10344 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953192.000000 Penalty: 135718.187500
Iteration 188Q: 42 clusters Score -5.895319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61564 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15726 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15879 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98639 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10343 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953148.000000 Penalty: 135718.187500
Iteration 189Q: 42 clusters Score -5.895315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6369 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18739 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15723 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15878 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98645 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10343 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953100.000000 Penalty: 135718.187500
Iteration 190Q: 42 clusters Score -5.89531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6368 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98656 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10341 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953100.000000 Penalty: 135718.187500
Iteration 191Q: 42 clusters Score -5.89531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18724 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15727 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98663 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953092.000000 Penalty: 135718.187500
Iteration 192Q: 42 clusters Score -5.895309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61564 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18722 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15727 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98670 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953112.000000 Penalty: 135718.187500
Iteration 193Q: 42 clusters Score -5.895311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61565 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18720 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98675 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953120.000000 Penalty: 135718.187500
Iteration 194Q: 42 clusters Score -5.895312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61564 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18715 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98681 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953096.000000 Penalty: 135718.187500
Iteration 195Q: 42 clusters Score -5.89531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18710 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98687 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953116.000000 Penalty: 135718.187500
Iteration 196Q: 42 clusters Score -5.895312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18705 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98692 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953120.000000 Penalty: 135718.187500
Iteration 197Q: 42 clusters Score -5.895312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18704 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98693 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953120.000000 Penalty: 135718.187500
Iteration 198Q: 42 clusters Score -5.895312e+07 nChanged 1
Entering ConstructFrom: 
Score: -58953120.000000 Penalty: 135718.187500
Entering ConstructFrom: 
Trying to split cluster 1 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -241745.687500 Penalty: 2001.662231
	Iteration 0F: 2 clusters Score -241745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -238430.125000 Penalty: 4003.324463
	Iteration 0F: 3 clusters Score -238430.1 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -239503.734375 Penalty: 4003.324463
	Iteration 1F: 3 clusters Score -239503.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -240025.078125 Penalty: 4003.324463
	Iteration 2F: 3 clusters Score -240025.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -240561.312500 Penalty: 4003.324463
	Iteration 3F: 3 clusters Score -240561.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -241176.546875 Penalty: 4003.324463
	Iteration 4F: 3 clusters Score -241176.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -241779.593750 Penalty: 4003.324463
	Iteration 5F: 3 clusters Score -241779.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -242152.875000 Penalty: 4003.324463
	Iteration 6F: 3 clusters Score -242152.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -242346.984375 Penalty: 4003.324463
	Iteration 7Q: 3 clusters Score -242347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -242444.687500 Penalty: 4003.324463
	Iteration 8Q: 3 clusters Score -242444.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -242529.078125 Penalty: 4003.324463
	Iteration 9Q: 3 clusters Score -242529.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -242590.171875 Penalty: 4003.324463
	Iteration 10Q: 3 clusters Score -242590.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -242640.187500 Penalty: 4003.324463
	Iteration 11Q: 3 clusters Score -242640.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -242670.703125 Penalty: 4003.324463
	Iteration 12Q: 3 clusters Score -242670.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -242687.062500 Penalty: 4003.324463
	Iteration 13Q: 3 clusters Score -242687.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -242698.875000 Penalty: 4003.324463
	Iteration 14Q: 3 clusters Score -242698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -242704.359375 Penalty: 4003.324463
	Iteration 15Q: 3 clusters Score -242704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -242708.609375 Penalty: 4003.324463
	Iteration 16Q: 3 clusters Score -242708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -242710.453125 Penalty: 4003.324463
	Iteration 17Q: 3 clusters Score -242710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -242712.359375 Penalty: 4003.324463
	Iteration 18Q: 3 clusters Score -242712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -242713.437500 Penalty: 4003.324463
	Iteration 19Q: 3 clusters Score -242713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -242716.390625 Penalty: 4003.324463
	Iteration 20F: 3 clusters Score -242716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -242719.328125 Penalty: 4003.324463
	Iteration 21Q: 3 clusters Score -242719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -242721.078125 Penalty: 4003.324463
	Iteration 22Q: 3 clusters Score -242721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -242723.562500 Penalty: 4003.324463
	Iteration 23Q: 3 clusters Score -242723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -242725.343750 Penalty: 4003.324463
	Iteration 24Q: 3 clusters Score -242725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -242728.406250 Penalty: 4003.324463
	Iteration 25Q: 3 clusters Score -242728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -242729.390625 Penalty: 4003.324463
	Iteration 26Q: 3 clusters Score -242729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -242730.531250 Penalty: 4003.324463
	Iteration 27Q: 3 clusters Score -242730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -242731.625000 Penalty: 4003.324463
	Iteration 28Q: 3 clusters Score -242731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -242732.000000 Penalty: 4003.324463
	Iteration 29Q: 3 clusters Score -242732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -242733.250000 Penalty: 4003.324463
	Iteration 30Q: 3 clusters Score -242733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -242733.750000 Penalty: 4003.324463
	Iteration 31Q: 3 clusters Score -242733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -242734.671875 Penalty: 4003.324463
	Iteration 32Q: 3 clusters Score -242734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -242734.718750 Penalty: 4003.324463
	Iteration 33Q: 3 clusters Score -242734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -242735.484375 Penalty: 4003.324463
	Iteration 34Q: 3 clusters Score -242735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -242736.218750 Penalty: 4003.324463
	Iteration 35Q: 3 clusters Score -242736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -242736.875000 Penalty: 4003.324463
	Iteration 36Q: 3 clusters Score -242736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -242737.578125 Penalty: 4003.324463
	Iteration 37Q: 3 clusters Score -242737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -242738.656250 Penalty: 4003.324463
	Iteration 38Q: 3 clusters Score -242738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -242739.421875 Penalty: 4003.324463
	Iteration 39Q: 3 clusters Score -242739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -242740.015625 Penalty: 4003.324463
	Iteration 40F: 3 clusters Score -242740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -242740.171875 Penalty: 4003.324463
	Iteration 41Q: 3 clusters Score -242740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -242741.031250 Penalty: 4003.324463
	Iteration 42Q: 3 clusters Score -242741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -242741.031250 Penalty: 4003.324463
	Iteration 43F: 3 clusters Score -242741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98694 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Mstep: Class 42 contains 1523 members 
Entering Unmasked Estep 
Score: -58952684.000000 Penalty: 139028.390625
Splitting cluster 1 changes total score from -58953120.000000 to -58952684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -250526.125000 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -250526.1 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 1379 members 
Entering Unmasked Estep 
Score: -247437.296875 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -247437.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -248048.437500 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -248048.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -248217.250000 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -248217.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248316.812500 Penalty: 3923.470947
	Iteration 3F: 3 clusters Score -248316.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -248379.765625 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -248379.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -248437.359375 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -248437.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -248483.953125 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -248484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -248517.703125 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -248517.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -248542.765625 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -248542.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -248564.453125 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -248564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -248588.750000 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -248588.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -248609.953125 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -248610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -248621.375000 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -248621.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -248632.359375 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -248632.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -248642.484375 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -248642.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -248654.781250 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -248654.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -248666.218750 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -248666.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -248676.484375 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -248676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -248682.218750 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -248682.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -248687.843750 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -248687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -248692.781250 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -248692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -248697.921875 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -248697.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -248704.218750 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -248704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -248708.453125 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -248708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -248713.531250 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -248713.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -248718.796875 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -248718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -248721.406250 Penalty: 3923.470947
	Iteration 26Q: 3 clusters Score -248721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -248724.781250 Penalty: 3923.470947
	Iteration 27Q: 3 clusters Score -248724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -248728.453125 Penalty: 3923.470947
	Iteration 28Q: 3 clusters Score -248728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -248732.203125 Penalty: 3923.470947
	Iteration 29Q: 3 clusters Score -248732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -248737.078125 Penalty: 3923.470947
	Iteration 30Q: 3 clusters Score -248737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -248742.468750 Penalty: 3923.470947
	Iteration 31Q: 3 clusters Score -248742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -248746.421875 Penalty: 3923.470947
	Iteration 32Q: 3 clusters Score -248746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -248751.265625 Penalty: 3923.470947
	Iteration 33Q: 3 clusters Score -248751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -248755.937500 Penalty: 3923.470947
	Iteration 34Q: 3 clusters Score -248755.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -248764.453125 Penalty: 3923.470947
	Iteration 35Q: 3 clusters Score -248764.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -248772.593750 Penalty: 3923.470947
	Iteration 36Q: 3 clusters Score -248772.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -248778.296875 Penalty: 3923.470947
	Iteration 37Q: 3 clusters Score -248778.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -248783.843750 Penalty: 3923.470947
	Iteration 38Q: 3 clusters Score -248783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -248792.531250 Penalty: 3923.470947
	Iteration 39Q: 3 clusters Score -248792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -248797.515625 Penalty: 3923.470947
	Iteration 40F: 3 clusters Score -248797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -248799.890625 Penalty: 3923.470947
	Iteration 41Q: 3 clusters Score -248799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -248802.906250 Penalty: 3923.470947
	Iteration 42Q: 3 clusters Score -248802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -248805.625000 Penalty: 3923.470947
	Iteration 43Q: 3 clusters Score -248805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -248809.484375 Penalty: 3923.470947
	Iteration 44Q: 3 clusters Score -248809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -248819.062500 Penalty: 3923.470947
	Iteration 45Q: 3 clusters Score -248819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -248834.718750 Penalty: 3923.470947
	Iteration 46Q: 3 clusters Score -248834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -248845.625000 Penalty: 3923.470947
	Iteration 47Q: 3 clusters Score -248845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -248853.968750 Penalty: 3923.470947
	Iteration 48Q: 3 clusters Score -248854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -248860.437500 Penalty: 3923.470947
	Iteration 49Q: 3 clusters Score -248860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -248863.750000 Penalty: 3923.470947
	Iteration 50Q: 3 clusters Score -248863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -248866.687500 Penalty: 3923.470947
	Iteration 51Q: 3 clusters Score -248866.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -248872.968750 Penalty: 3923.470947
	Iteration 52Q: 3 clusters Score -248873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -248876.015625 Penalty: 3923.470947
	Iteration 53Q: 3 clusters Score -248876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -248877.500000 Penalty: 3923.470947
	Iteration 54Q: 3 clusters Score -248877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -248877.390625 Penalty: 3923.470947
	Iteration 55Q: 3 clusters Score -248877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -248877.390625 Penalty: 3923.470947
	Iteration 56F: 3 clusters Score -248877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Entering Unmasked Estep 
Score: -2425770.250000 Penalty: 2510.907959
	Iteration 0F: 2 clusters Score -2425770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2408508.750000 Penalty: 5021.815918
	Iteration 0F: 3 clusters Score -2408509 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2414636.250000 Penalty: 5021.815918
	Iteration 1F: 3 clusters Score -2414636 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2415297.750000 Penalty: 5021.815918
	Iteration 2F: 3 clusters Score -2415298 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2416048.750000 Penalty: 5021.815918
	Iteration 3F: 3 clusters Score -2416049 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2417023.500000 Penalty: 5021.815918
	Iteration 4F: 3 clusters Score -2417024 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2418211.750000 Penalty: 5021.815918
	Iteration 5F: 3 clusters Score -2418212 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2419442.250000 Penalty: 5021.815918
	Iteration 6F: 3 clusters Score -2419442 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2420608.750000 Penalty: 5021.815918
	Iteration 7F: 3 clusters Score -2420609 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2421534.500000 Penalty: 5021.815918
	Iteration 8Q: 3 clusters Score -2421534 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2422153.750000 Penalty: 5021.815918
	Iteration 9Q: 3 clusters Score -2422154 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2422569.250000 Penalty: 5021.815918
	Iteration 10Q: 3 clusters Score -2422569 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2422893.000000 Penalty: 5021.815918
	Iteration 11Q: 3 clusters Score -2422893 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2423124.500000 Penalty: 5021.815918
	Iteration 12Q: 3 clusters Score -2423124 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2423269.500000 Penalty: 5021.815918
	Iteration 13Q: 3 clusters Score -2423270 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2423362.000000 Penalty: 5021.815918
	Iteration 14Q: 3 clusters Score -2423362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2423426.500000 Penalty: 5021.815918
	Iteration 15Q: 3 clusters Score -2423426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2423473.000000 Penalty: 5021.815918
	Iteration 16Q: 3 clusters Score -2423473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2423494.500000 Penalty: 5021.815918
	Iteration 17Q: 3 clusters Score -2423494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2423527.000000 Penalty: 5021.815918
	Iteration 18Q: 3 clusters Score -2423527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2423550.750000 Penalty: 5021.815918
	Iteration 19Q: 3 clusters Score -2423551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2423569.500000 Penalty: 5021.815918
	Iteration 20F: 3 clusters Score -2423570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2423584.500000 Penalty: 5021.815918
	Iteration 21Q: 3 clusters Score -2423584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2423598.000000 Penalty: 5021.815918
	Iteration 22Q: 3 clusters Score -2423598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2423614.500000 Penalty: 5021.815918
	Iteration 23Q: 3 clusters Score -2423614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2423624.500000 Penalty: 5021.815918
	Iteration 24Q: 3 clusters Score -2423624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2423627.750000 Penalty: 5021.815918
	Iteration 25Q: 3 clusters Score -2423628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2423631.000000 Penalty: 5021.815918
	Iteration 26Q: 3 clusters Score -2423631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2423637.250000 Penalty: 5021.815918
	Iteration 27Q: 3 clusters Score -2423637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2423643.250000 Penalty: 5021.815918
	Iteration 28Q: 3 clusters Score -2423643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2423645.750000 Penalty: 5021.815918
	Iteration 29Q: 3 clusters Score -2423646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2423652.250000 Penalty: 5021.815918
	Iteration 30Q: 3 clusters Score -2423652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2423653.250000 Penalty: 5021.815918
	Iteration 31Q: 3 clusters Score -2423653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2423657.250000 Penalty: 5021.815918
	Iteration 32Q: 3 clusters Score -2423657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2423659.250000 Penalty: 5021.815918
	Iteration 33Q: 3 clusters Score -2423659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2423660.250000 Penalty: 5021.815918
	Iteration 34Q: 3 clusters Score -2423660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2423661.750000 Penalty: 5021.815918
	Iteration 35Q: 3 clusters Score -2423662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2423663.750000 Penalty: 5021.815918
	Iteration 36Q: 3 clusters Score -2423664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2423659.750000 Penalty: 5021.815918
	Iteration 37Q: 3 clusters Score -2423660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2423659.750000 Penalty: 5021.815918
	Iteration 38F: 3 clusters Score -2423660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -569192.125000 Penalty: 2172.086182
	Iteration 0F: 2 clusters Score -569192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -563821.000000 Penalty: 4344.172363
	Iteration 0F: 3 clusters Score -563821 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -565249.562500 Penalty: 4344.172363
	Iteration 1F: 3 clusters Score -565249.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -565557.500000 Penalty: 4344.172363
	Iteration 2F: 3 clusters Score -565557.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -565776.500000 Penalty: 4344.172363
	Iteration 3F: 3 clusters Score -565776.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -565996.562500 Penalty: 4344.172363
	Iteration 4Q: 3 clusters Score -565996.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -566214.125000 Penalty: 4344.172363
	Iteration 5Q: 3 clusters Score -566214.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -566453.312500 Penalty: 4344.172363
	Iteration 6Q: 3 clusters Score -566453.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -566680.812500 Penalty: 4344.172363
	Iteration 7Q: 3 clusters Score -566680.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -566889.812500 Penalty: 4344.172363
	Iteration 8Q: 3 clusters Score -566889.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -567058.187500 Penalty: 4344.172363
	Iteration 9Q: 3 clusters Score -567058.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -567209.625000 Penalty: 4344.172363
	Iteration 10Q: 3 clusters Score -567209.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -567358.812500 Penalty: 4344.172363
	Iteration 11Q: 3 clusters Score -567358.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -567459.687500 Penalty: 4344.172363
	Iteration 12Q: 3 clusters Score -567459.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -567529.187500 Penalty: 4344.172363
	Iteration 13Q: 3 clusters Score -567529.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -567593.812500 Penalty: 4344.172363
	Iteration 14Q: 3 clusters Score -567593.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -567652.000000 Penalty: 4344.172363
	Iteration 15Q: 3 clusters Score -567652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -567695.000000 Penalty: 4344.172363
	Iteration 16Q: 3 clusters Score -567695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -567726.312500 Penalty: 4344.172363
	Iteration 17Q: 3 clusters Score -567726.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -567749.437500 Penalty: 4344.172363
	Iteration 18Q: 3 clusters Score -567749.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -567776.375000 Penalty: 4344.172363
	Iteration 19Q: 3 clusters Score -567776.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -567797.750000 Penalty: 4344.172363
	Iteration 20F: 3 clusters Score -567797.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -567822.250000 Penalty: 4344.172363
	Iteration 21Q: 3 clusters Score -567822.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -567843.187500 Penalty: 4344.172363
	Iteration 22Q: 3 clusters Score -567843.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -567860.625000 Penalty: 4344.172363
	Iteration 23Q: 3 clusters Score -567860.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -567874.062500 Penalty: 4344.172363
	Iteration 24Q: 3 clusters Score -567874.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -567883.375000 Penalty: 4344.172363
	Iteration 25Q: 3 clusters Score -567883.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -567891.750000 Penalty: 4344.172363
	Iteration 26Q: 3 clusters Score -567891.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -567898.937500 Penalty: 4344.172363
	Iteration 27Q: 3 clusters Score -567898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -567902.750000 Penalty: 4344.172363
	Iteration 28Q: 3 clusters Score -567902.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -567907.750000 Penalty: 4344.172363
	Iteration 29Q: 3 clusters Score -567907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -567910.812500 Penalty: 4344.172363
	Iteration 30Q: 3 clusters Score -567910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -567914.687500 Penalty: 4344.172363
	Iteration 31Q: 3 clusters Score -567914.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -567920.750000 Penalty: 4344.172363
	Iteration 32Q: 3 clusters Score -567920.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -567928.062500 Penalty: 4344.172363
	Iteration 33Q: 3 clusters Score -567928.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -567932.312500 Penalty: 4344.172363
	Iteration 34Q: 3 clusters Score -567932.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -567935.812500 Penalty: 4344.172363
	Iteration 35Q: 3 clusters Score -567935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -567938.250000 Penalty: 4344.172363
	Iteration 36Q: 3 clusters Score -567938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -567937.812500 Penalty: 4344.172363
	Iteration 37Q: 3 clusters Score -567937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -567940.500000 Penalty: 4344.172363
	Iteration 38Q: 3 clusters Score -567940.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -567942.937500 Penalty: 4344.172363
	Iteration 39Q: 3 clusters Score -567942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -567942.000000 Penalty: 4344.172363
	Iteration 40F: 3 clusters Score -567942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -567943.125000 Penalty: 4344.172363
	Iteration 41Q: 3 clusters Score -567943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -567942.500000 Penalty: 4344.172363
	Iteration 42Q: 3 clusters Score -567942.5 nChanged 4
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: -567944.500000 Penalty: 4344.172363
	Iteration 43Q: 3 clusters Score -567944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -567946.000000 Penalty: 4344.172363
	Iteration 44Q: 3 clusters Score -567946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -567947.062500 Penalty: 4344.172363
	Iteration 45Q: 3 clusters Score -567947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -567946.937500 Penalty: 4344.172363
	Iteration 46Q: 3 clusters Score -567946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -567947.437500 Penalty: 4344.172363
	Iteration 47Q: 3 clusters Score -567947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -567948.437500 Penalty: 4344.172363
	Iteration 48Q: 3 clusters Score -567948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -567950.625000 Penalty: 4344.172363
	Iteration 49Q: 3 clusters Score -567950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -567950.625000 Penalty: 4344.172363
	Iteration 50Q: 3 clusters Score -567950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -567950.437500 Penalty: 4344.172363
	Iteration 51Q: 3 clusters Score -567950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -567950.312500 Penalty: 4344.172363
	Iteration 52Q: 3 clusters Score -567950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -567951.812500 Penalty: 4344.172363
	Iteration 53Q: 3 clusters Score -567951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -567952.437500 Penalty: 4344.172363
	Iteration 54Q: 3 clusters Score -567952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -567953.875000 Penalty: 4344.172363
	Iteration 55Q: 3 clusters Score -567953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -567954.312500 Penalty: 4344.172363
	Iteration 56Q: 3 clusters Score -567954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -567956.062500 Penalty: 4344.172363
	Iteration 57Q: 3 clusters Score -567956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -567957.250000 Penalty: 4344.172363
	Iteration 58Q: 3 clusters Score -567957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -567958.437500 Penalty: 4344.172363
	Iteration 59Q: 3 clusters Score -567958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -567959.375000 Penalty: 4344.172363
	Iteration 60F: 3 clusters Score -567959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -567961.437500 Penalty: 4344.172363
	Iteration 61Q: 3 clusters Score -567961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -567961.937500 Penalty: 4344.172363
	Iteration 62Q: 3 clusters Score -567961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -567962.875000 Penalty: 4344.172363
	Iteration 63Q: 3 clusters Score -567962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -567963.062500 Penalty: 4344.172363
	Iteration 64Q: 3 clusters Score -567963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -567965.250000 Penalty: 4344.172363
	Iteration 65Q: 3 clusters Score -567965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -567967.625000 Penalty: 4344.172363
	Iteration 66Q: 3 clusters Score -567967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -567968.937500 Penalty: 4344.172363
	Iteration 67Q: 3 clusters Score -567968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -567969.562500 Penalty: 4344.172363
	Iteration 68Q: 3 clusters Score -567969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -567968.812500 Penalty: 4344.172363
	Iteration 69Q: 3 clusters Score -567968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -567970.125000 Penalty: 4344.172363
	Iteration 70Q: 3 clusters Score -567970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -567970.125000 Penalty: 4344.172363
	Iteration 71F: 3 clusters Score -567970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -370330.062500 Penalty: 2072.017578
	Iteration 0F: 2 clusters Score -370330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -366233.125000 Penalty: 4144.035156
	Iteration 0F: 3 clusters Score -366233.1 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -367223.875000 Penalty: 4144.035156
	Iteration 1F: 3 clusters Score -367223.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -367511.437500 Penalty: 4144.035156
	Iteration 2F: 3 clusters Score -367511.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -367724.937500 Penalty: 4144.035156
	Iteration 3F: 3 clusters Score -367724.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -367892.687500 Penalty: 4144.035156
	Iteration 4Q: 3 clusters Score -367892.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -368031.218750 Penalty: 4144.035156
	Iteration 5Q: 3 clusters Score -368031.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -368157.281250 Penalty: 4144.035156
	Iteration 6Q: 3 clusters Score -368157.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -368275.531250 Penalty: 4144.035156
	Iteration 7Q: 3 clusters Score -368275.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -368374.843750 Penalty: 4144.035156
	Iteration 8Q: 3 clusters Score -368374.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -368458.718750 Penalty: 4144.035156
	Iteration 9Q: 3 clusters Score -368458.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -368533.750000 Penalty: 4144.035156
	Iteration 10Q: 3 clusters Score -368533.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -368603.781250 Penalty: 4144.035156
	Iteration 11Q: 3 clusters Score -368603.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -368673.375000 Penalty: 4144.035156
	Iteration 12Q: 3 clusters Score -368673.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -368724.906250 Penalty: 4144.035156
	Iteration 13Q: 3 clusters Score -368724.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -368758.781250 Penalty: 4144.035156
	Iteration 14Q: 3 clusters Score -368758.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -368786.187500 Penalty: 4144.035156
	Iteration 15Q: 3 clusters Score -368786.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -368805.281250 Penalty: 4144.035156
	Iteration 16Q: 3 clusters Score -368805.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -368820.562500 Penalty: 4144.035156
	Iteration 17Q: 3 clusters Score -368820.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -368839.062500 Penalty: 4144.035156
	Iteration 18Q: 3 clusters Score -368839.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -368856.937500 Penalty: 4144.035156
	Iteration 19Q: 3 clusters Score -368856.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -368870.000000 Penalty: 4144.035156
	Iteration 20F: 3 clusters Score -368870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -368887.593750 Penalty: 4144.035156
	Iteration 21Q: 3 clusters Score -368887.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -368899.125000 Penalty: 4144.035156
	Iteration 22Q: 3 clusters Score -368899.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -368908.250000 Penalty: 4144.035156
	Iteration 23Q: 3 clusters Score -368908.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -368917.531250 Penalty: 4144.035156
	Iteration 24Q: 3 clusters Score -368917.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -368922.156250 Penalty: 4144.035156
	Iteration 25Q: 3 clusters Score -368922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -368924.125000 Penalty: 4144.035156
	Iteration 26Q: 3 clusters Score -368924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -368928.500000 Penalty: 4144.035156
	Iteration 27Q: 3 clusters Score -368928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -368930.593750 Penalty: 4144.035156
	Iteration 28Q: 3 clusters Score -368930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -368932.437500 Penalty: 4144.035156
	Iteration 29Q: 3 clusters Score -368932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -368933.218750 Penalty: 4144.035156
	Iteration 30Q: 3 clusters Score -368933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -368932.593750 Penalty: 4144.035156
	Iteration 31Q: 3 clusters Score -368932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -368932.593750 Penalty: 4144.035156
	Iteration 32F: 3 clusters Score -368932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Entering Unmasked Estep 
Score: -2986051.250000 Penalty: 2555.584717
	Iteration 0F: 2 clusters Score -2986051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2965505.750000 Penalty: 5111.169434
	Iteration 0F: 3 clusters Score -2965506 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2972879.750000 Penalty: 5111.169434
	Iteration 1F: 3 clusters Score -2972880 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2973412.500000 Penalty: 5111.169434
	Iteration 2F: 3 clusters Score -2973412 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2973901.500000 Penalty: 5111.169434
	Iteration 3Q: 3 clusters Score -2973902 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2974324.000000 Penalty: 5111.169434
	Iteration 4Q: 3 clusters Score -2974324 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2974754.750000 Penalty: 5111.169434
	Iteration 5Q: 3 clusters Score -2974755 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2975174.250000 Penalty: 5111.169434
	Iteration 6Q: 3 clusters Score -2975174 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2975694.750000 Penalty: 5111.169434
	Iteration 7Q: 3 clusters Score -2975695 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2976450.000000 Penalty: 5111.169434
	Iteration 8Q: 3 clusters Score -2976450 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2977412.250000 Penalty: 5111.169434
	Iteration 9F: 3 clusters Score -2977412 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2978473.000000 Penalty: 5111.169434
	Iteration 10F: 3 clusters Score -2978473 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2979588.000000 Penalty: 5111.169434
	Iteration 11F: 3 clusters Score -2979588 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2980547.000000 Penalty: 5111.169434
	Iteration 12Q: 3 clusters Score -2980547 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2981215.250000 Penalty: 5111.169434
	Iteration 13Q: 3 clusters Score -2981215 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2981678.500000 Penalty: 5111.169434
	Iteration 14Q: 3 clusters Score -2981678 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2982064.750000 Penalty: 5111.169434
	Iteration 15Q: 3 clusters Score -2982065 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2982424.000000 Penalty: 5111.169434
	Iteration 16Q: 3 clusters Score -2982424 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2982750.000000 Penalty: 5111.169434
	Iteration 17Q: 3 clusters Score -2982750 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2983050.750000 Penalty: 5111.169434
	Iteration 18Q: 3 clusters Score -2983051 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2983288.250000 Penalty: 5111.169434
	Iteration 19Q: 3 clusters Score -2983288 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2983459.750000 Penalty: 5111.169434
	Iteration 20F: 3 clusters Score -2983460 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2983585.750000 Penalty: 5111.169434
	Iteration 21Q: 3 clusters Score -2983586 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2983684.750000 Penalty: 5111.169434
	Iteration 22Q: 3 clusters Score -2983685 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2983776.250000 Penalty: 5111.169434
	Iteration 23Q: 3 clusters Score -2983776 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2983881.000000 Penalty: 5111.169434
	Iteration 24Q: 3 clusters Score -2983881 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2983972.750000 Penalty: 5111.169434
	Iteration 25Q: 3 clusters Score -2983973 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2984055.250000 Penalty: 5111.169434
	Iteration 26Q: 3 clusters Score -2984055 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2984125.750000 Penalty: 5111.169434
	Iteration 27Q: 3 clusters Score -2984126 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2984196.500000 Penalty: 5111.169434
	Iteration 28Q: 3 clusters Score -2984196 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2984248.750000 Penalty: 5111.169434
	Iteration 29Q: 3 clusters Score -2984249 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2984324.750000 Penalty: 5111.169434
	Iteration 30Q: 3 clusters Score -2984325 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2984364.750000 Penalty: 5111.169434
	Iteration 31Q: 3 clusters Score -2984365 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2984403.000000 Penalty: 5111.169434
	Iteration 32Q: 3 clusters Score -2984403 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2984449.250000 Penalty: 5111.169434
	Iteration 33Q: 3 clusters Score -2984449 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2984483.500000 Penalty: 5111.169434
	Iteration 34Q: 3 clusters Score -2984484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2984523.750000 Penalty: 5111.169434
	Iteration 35Q: 3 clusters Score -2984524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2984575.500000 Penalty: 5111.169434
	Iteration 36Q: 3 clusters Score -2984576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2984597.250000 Penalty: 5111.169434
	Iteration 37Q: 3 clusters Score -2984597 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2984610.250000 Penalty: 5111.169434
	Iteration 38Q: 3 clusters Score -2984610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2984641.250000 Penalty: 5111.169434
	Iteration 39Q: 3 clusters Score -2984641 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2984659.500000 Penalty: 5111.169434
	Iteration 40F: 3 clusters Score -2984660 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2984677.750000 Penalty: 5111.169434
	Iteration 41Q: 3 clusters Score -2984678 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2984698.250000 Penalty: 5111.169434
	Iteration 42Q: 3 clusters Score -2984698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2984726.000000 Penalty: 5111.169434
	Iteration 43Q: 3 clusters Score -2984726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2984748.750000 Penalty: 5111.169434
	Iteration 44Q: 3 clusters Score -2984749 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2984770.000000 Penalty: 5111.169434
	Iteration 45Q: 3 clusters Score -2984770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2984791.000000 Penalty: 5111.169434
	Iteration 46Q: 3 clusters Score -2984791 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2984810.500000 Penalty: 5111.169434
	Iteration 47Q: 3 clusters Score -2984810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2984828.500000 Penalty: 5111.169434
	Iteration 48Q: 3 clusters Score -2984828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2984847.750000 Penalty: 5111.169434
	Iteration 49Q: 3 clusters Score -2984848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2984857.500000 Penalty: 5111.169434
	Iteration 50Q: 3 clusters Score -2984858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2984866.750000 Penalty: 5111.169434
	Iteration 51Q: 3 clusters Score -2984867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2984857.000000 Penalty: 5111.169434
	Iteration 52Q: 3 clusters Score -2984857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2984859.500000 Penalty: 5111.169434
	Iteration 53Q: 3 clusters Score -2984860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2984874.250000 Penalty: 5111.169434
	Iteration 54Q: 3 clusters Score -2984874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2984877.750000 Penalty: 5111.169434
	Iteration 55Q: 3 clusters Score -2984878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2984889.000000 Penalty: 5111.169434
	Iteration 56Q: 3 clusters Score -2984889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2984894.750000 Penalty: 5111.169434
	Iteration 57Q: 3 clusters Score -2984895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2984906.750000 Penalty: 5111.169434
	Iteration 58Q: 3 clusters Score -2984907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2984916.250000 Penalty: 5111.169434
	Iteration 59Q: 3 clusters Score -2984916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2984914.750000 Penalty: 5111.169434
	Iteration 60F: 3 clusters Score -2984915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2984917.000000 Penalty: 5111.169434
	Iteration 61Q: 3 clusters Score -2984917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2984920.250000 Penalty: 5111.169434
	Iteration 62Q: 3 clusters Score -2984920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2984920.000000 Penalty: 5111.169434
	Iteration 63Q: 3 clusters Score -2984920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2984919.750000 Penalty: 5111.169434
	Iteration 64Q: 3 clusters Score -2984920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2984924.500000 Penalty: 5111.169434
	Iteration 65Q: 3 clusters Score -2984924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2984928.000000 Penalty: 5111.169434
	Iteration 66Q: 3 clusters Score -2984928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2984923.750000 Penalty: 5111.169434
	Iteration 67Q: 3 clusters Score -2984924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2984919.500000 Penalty: 5111.169434
	Iteration 68Q: 3 clusters Score -2984920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2984919.750000 Penalty: 5111.169434
	Iteration 69Q: 3 clusters Score -2984920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2984914.000000 Penalty: 5111.169434
	Iteration 70Q: 3 clusters Score -2984914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2984920.250000 Penalty: 5111.169434
	Iteration 71Q: 3 clusters Score -2984920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2984919.750000 Penalty: 5111.169434
	Iteration 72Q: 3 clusters Score -2984920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2984917.250000 Penalty: 5111.169434
	Iteration 73Q: 3 clusters Score -2984917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2984919.750000 Penalty: 5111.169434
	Iteration 74Q: 3 clusters Score -2984920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2984919.500000 Penalty: 5111.169434
	Iteration 75Q: 3 clusters Score -2984920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2984921.750000 Penalty: 5111.169434
	Iteration 76Q: 3 clusters Score -2984922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2984919.000000 Penalty: 5111.169434
	Iteration 77Q: 3 clusters Score -2984919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2984927.000000 Penalty: 5111.169434
	Iteration 78Q: 3 clusters Score -2984927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2984929.000000 Penalty: 5111.169434
	Iteration 79Q: 3 clusters Score -2984929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2984928.000000 Penalty: 5111.169434
	Iteration 80F: 3 clusters Score -2984928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2984929.500000 Penalty: 5111.169434
	Iteration 81Q: 3 clusters Score -2984930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2984925.000000 Penalty: 5111.169434
	Iteration 82Q: 3 clusters Score -2984925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2984925.000000 Penalty: 5111.169434
	Iteration 83F: 3 clusters Score -2984925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Entering Unmasked Estep 
Score: -4396120.500000 Penalty: 2657.362793
	Iteration 0F: 2 clusters Score -4396120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4365548.500000 Penalty: 5314.725586
	Iteration 0F: 3 clusters Score -4365548 nChanged 20880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4377333.000000 Penalty: 5314.725586
	Iteration 1F: 3 clusters Score -4377333 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4378118.000000 Penalty: 5314.725586
	Iteration 2Q: 3 clusters Score -4378118 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4378927.000000 Penalty: 5314.725586
	Iteration 3Q: 3 clusters Score -4378927 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4379938.500000 Penalty: 5314.725586
	Iteration 4Q: 3 clusters Score -4379938 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4381209.500000 Penalty: 5314.725586
	Iteration 5F: 3 clusters Score -4381210 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4382894.000000 Penalty: 5314.725586
	Iteration 6F: 3 clusters Score -4382894 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4384911.500000 Penalty: 5314.725586
	Iteration 7F: 3 clusters Score -4384912 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -4387050.000000 Penalty: 5314.725586
	Iteration 8F: 3 clusters Score -4387050 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4388807.000000 Penalty: 5314.725586
	Iteration 9F: 3 clusters Score -4388807 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4390202.000000 Penalty: 5314.725586
	Iteration 10Q: 3 clusters Score -4390202 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4391083.000000 Penalty: 5314.725586
	Iteration 11Q: 3 clusters Score -4391083 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4391732.500000 Penalty: 5314.725586
	Iteration 12Q: 3 clusters Score -4391732 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4392193.000000 Penalty: 5314.725586
	Iteration 13Q: 3 clusters Score -4392193 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4392507.500000 Penalty: 5314.725586
	Iteration 14Q: 3 clusters Score -4392508 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4392730.500000 Penalty: 5314.725586
	Iteration 15Q: 3 clusters Score -4392730 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4392918.500000 Penalty: 5314.725586
	Iteration 16Q: 3 clusters Score -4392918 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4393043.500000 Penalty: 5314.725586
	Iteration 17Q: 3 clusters Score -4393044 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -4393200.500000 Penalty: 5314.725586
	Iteration 18Q: 3 clusters Score -4393200 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4393334.000000 Penalty: 5314.725586
	Iteration 19Q: 3 clusters Score -4393334 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4393495.000000 Penalty: 5314.725586
	Iteration 20F: 3 clusters Score -4393495 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4393605.000000 Penalty: 5314.725586
	Iteration 21Q: 3 clusters Score -4393605 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4393727.000000 Penalty: 5314.725586
	Iteration 22Q: 3 clusters Score -4393727 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4393855.500000 Penalty: 5314.725586
	Iteration 23Q: 3 clusters Score -4393856 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4393993.500000 Penalty: 5314.725586
	Iteration 24Q: 3 clusters Score -4393994 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4394068.500000 Penalty: 5314.725586
	Iteration 25Q: 3 clusters Score -4394068 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4394160.500000 Penalty: 5314.725586
	Iteration 26Q: 3 clusters Score -4394160 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4394265.000000 Penalty: 5314.725586
	Iteration 27Q: 3 clusters Score -4394265 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4394359.500000 Penalty: 5314.725586
	Iteration 28Q: 3 clusters Score -4394360 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4394420.000000 Penalty: 5314.725586
	Iteration 29Q: 3 clusters Score -4394420 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4394461.500000 Penalty: 5314.725586
	Iteration 30Q: 3 clusters Score -4394462 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4394507.500000 Penalty: 5314.725586
	Iteration 31Q: 3 clusters Score -4394508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4394566.500000 Penalty: 5314.725586
	Iteration 32Q: 3 clusters Score -4394566 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4394597.500000 Penalty: 5314.725586
	Iteration 33Q: 3 clusters Score -4394598 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -4394621.500000 Penalty: 5314.725586
	Iteration 34Q: 3 clusters Score -4394622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -4394652.000000 Penalty: 5314.725586
	Iteration 35Q: 3 clusters Score -4394652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -4394661.500000 Penalty: 5314.725586
	Iteration 36Q: 3 clusters Score -4394662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -4394690.500000 Penalty: 5314.725586
	Iteration 37Q: 3 clusters Score -4394690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4394695.500000 Penalty: 5314.725586
	Iteration 38Q: 3 clusters Score -4394696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4394710.000000 Penalty: 5314.725586
	Iteration 39Q: 3 clusters Score -4394710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4394718.000000 Penalty: 5314.725586
	Iteration 40F: 3 clusters Score -4394718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -4394743.000000 Penalty: 5314.725586
	Iteration 41Q: 3 clusters Score -4394743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -4394766.000000 Penalty: 5314.725586
	Iteration 42Q: 3 clusters Score -4394766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4394761.000000 Penalty: 5314.725586
	Iteration 43Q: 3 clusters Score -4394761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4394774.000000 Penalty: 5314.725586
	Iteration 44Q: 3 clusters Score -4394774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4394762.500000 Penalty: 5314.725586
	Iteration 45Q: 3 clusters Score -4394762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4394780.500000 Penalty: 5314.725586
	Iteration 46Q: 3 clusters Score -4394780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4394786.500000 Penalty: 5314.725586
	Iteration 47Q: 3 clusters Score -4394786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4394796.500000 Penalty: 5314.725586
	Iteration 48Q: 3 clusters Score -4394796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -4394801.500000 Penalty: 5314.725586
	Iteration 49Q: 3 clusters Score -4394802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4394798.000000 Penalty: 5314.725586
	Iteration 50Q: 3 clusters Score -4394798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -4394803.500000 Penalty: 5314.725586
	Iteration 51Q: 3 clusters Score -4394804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -4394818.500000 Penalty: 5314.725586
	Iteration 52Q: 3 clusters Score -4394818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -4394810.500000 Penalty: 5314.725586
	Iteration 53Q: 3 clusters Score -4394810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4394815.500000 Penalty: 5314.725586
	Iteration 54Q: 3 clusters Score -4394816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4394825.000000 Penalty: 5314.725586
	Iteration 55Q: 3 clusters Score -4394825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4394848.000000 Penalty: 5314.725586
	Iteration 56Q: 3 clusters Score -4394848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4394854.000000 Penalty: 5314.725586
	Iteration 57Q: 3 clusters Score -4394854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4394857.000000 Penalty: 5314.725586
	Iteration 58Q: 3 clusters Score -4394857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4394848.500000 Penalty: 5314.725586
	Iteration 59Q: 3 clusters Score -4394848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -4394855.500000 Penalty: 5314.725586
	Iteration 60F: 3 clusters Score -4394856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4394861.500000 Penalty: 5314.725586
	Iteration 61Q: 3 clusters Score -4394862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4394861.500000 Penalty: 5314.725586
	Iteration 62Q: 3 clusters Score -4394862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -4394862.500000 Penalty: 5314.725586
	Iteration 63Q: 3 clusters Score -4394862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4394866.500000 Penalty: 5314.725586
	Iteration 64Q: 3 clusters Score -4394866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4394871.000000 Penalty: 5314.725586
	Iteration 65Q: 3 clusters Score -4394871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -4394870.000000 Penalty: 5314.725586
	Iteration 66Q: 3 clusters Score -4394870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4394866.000000 Penalty: 5314.725586
	Iteration 67Q: 3 clusters Score -4394866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4394870.500000 Penalty: 5314.725586
	Iteration 68Q: 3 clusters Score -4394870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -4394873.000000 Penalty: 5314.725586
	Iteration 69Q: 3 clusters Score -4394873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4394881.500000 Penalty: 5314.725586
	Iteration 70Q: 3 clusters Score -4394882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4394887.500000 Penalty: 5314.725586
	Iteration 71Q: 3 clusters Score -4394888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4394891.000000 Penalty: 5314.725586
	Iteration 72Q: 3 clusters Score -4394891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4394896.500000 Penalty: 5314.725586
	Iteration 73Q: 3 clusters Score -4394896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4394898.500000 Penalty: 5314.725586
	Iteration 74Q: 3 clusters Score -4394898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4394900.000000 Penalty: 5314.725586
	Iteration 75Q: 3 clusters Score -4394900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4394895.000000 Penalty: 5314.725586
	Iteration 76Q: 3 clusters Score -4394895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4394903.500000 Penalty: 5314.725586
	Iteration 77Q: 3 clusters Score -4394904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4394911.500000 Penalty: 5314.725586
	Iteration 78Q: 3 clusters Score -4394912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -4394912.000000 Penalty: 5314.725586
	Iteration 79Q: 3 clusters Score -4394912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4394917.000000 Penalty: 5314.725586
	Iteration 80F: 3 clusters Score -4394917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4394918.500000 Penalty: 5314.725586
	Iteration 81Q: 3 clusters Score -4394918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4394928.000000 Penalty: 5314.725586
	Iteration 82Q: 3 clusters Score -4394928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4394929.000000 Penalty: 5314.725586
	Iteration 83Q: 3 clusters Score -4394929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -4394933.500000 Penalty: 5314.725586
	Iteration 84Q: 3 clusters Score -4394934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -4394931.500000 Penalty: 5314.725586
	Iteration 85Q: 3 clusters Score -4394932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -4394933.500000 Penalty: 5314.725586
	Iteration 86Q: 3 clusters Score -4394934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -4394935.500000 Penalty: 5314.725586
	Iteration 87Q: 3 clusters Score -4394936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4394940.000000 Penalty: 5314.725586
	Iteration 88Q: 3 clusters Score -4394940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -4394946.000000 Penalty: 5314.725586
	Iteration 89Q: 3 clusters Score -4394946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4394953.500000 Penalty: 5314.725586
	Iteration 90Q: 3 clusters Score -4394954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4394943.000000 Penalty: 5314.725586
	Iteration 91Q: 3 clusters Score -4394943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4394940.500000 Penalty: 5314.725586
	Iteration 92Q: 3 clusters Score -4394940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -4394950.000000 Penalty: 5314.725586
	Iteration 93Q: 3 clusters Score -4394950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -4394942.500000 Penalty: 5314.725586
	Iteration 94Q: 3 clusters Score -4394942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4394941.500000 Penalty: 5314.725586
	Iteration 95Q: 3 clusters Score -4394942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -4394947.500000 Penalty: 5314.725586
	Iteration 96Q: 3 clusters Score -4394948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -4394952.500000 Penalty: 5314.725586
	Iteration 97Q: 3 clusters Score -4394952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4394955.000000 Penalty: 5314.725586
	Iteration 98Q: 3 clusters Score -4394955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4394952.000000 Penalty: 5314.725586
	Iteration 99Q: 3 clusters Score -4394952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4394950.500000 Penalty: 5314.725586
	Iteration 100F: 3 clusters Score -4394950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -4394952.500000 Penalty: 5314.725586
	Iteration 101Q: 3 clusters Score -4394952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -4394954.000000 Penalty: 5314.725586
	Iteration 102Q: 3 clusters Score -4394954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -4394958.500000 Penalty: 5314.725586
	Iteration 103Q: 3 clusters Score -4394958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4394962.500000 Penalty: 5314.725586
	Iteration 104Q: 3 clusters Score -4394962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -4394958.000000 Penalty: 5314.725586
	Iteration 105Q: 3 clusters Score -4394958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4394960.500000 Penalty: 5314.725586
	Iteration 106Q: 3 clusters Score -4394960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4394958.500000 Penalty: 5314.725586
	Iteration 107Q: 3 clusters Score -4394958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4394958.000000 Penalty: 5314.725586
	Iteration 108Q: 3 clusters Score -4394958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -4394961.000000 Penalty: 5314.725586
	Iteration 109Q: 3 clusters Score -4394961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -4394960.500000 Penalty: 5314.725586
	Iteration 110Q: 3 clusters Score -4394960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4394960.500000 Penalty: 5314.725586
	Iteration 111Q: 3 clusters Score -4394960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -4394961.500000 Penalty: 5314.725586
	Iteration 112Q: 3 clusters Score -4394962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -4394959.500000 Penalty: 5314.725586
	Iteration 113Q: 3 clusters Score -4394960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4394962.000000 Penalty: 5314.725586
	Iteration 114Q: 3 clusters Score -4394962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4394962.000000 Penalty: 5314.725586
	Iteration 115Q: 3 clusters Score -4394962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4394969.500000 Penalty: 5314.725586
	Iteration 116Q: 3 clusters Score -4394970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -4394963.500000 Penalty: 5314.725586
	Iteration 117Q: 3 clusters Score -4394964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -4394962.500000 Penalty: 5314.725586
	Iteration 118Q: 3 clusters Score -4394962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -4394959.000000 Penalty: 5314.725586
	Iteration 119Q: 3 clusters Score -4394959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -4394959.000000 Penalty: 5314.725586
	Iteration 120F: 3 clusters Score -4394959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -290100.343750 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -290100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286888.812500 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -286888.8 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287602.562500 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -287602.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -287813.406250 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -287813.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -287973.718750 Penalty: 3963.158203
	Iteration 3F: 3 clusters Score -287973.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -288152.531250 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -288152.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -288365.687500 Penalty: 3963.158203
	Iteration 5F: 3 clusters Score -288365.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -288615.062500 Penalty: 3963.158203
	Iteration 6F: 3 clusters Score -288615.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -288840.937500 Penalty: 3963.158203
	Iteration 7F: 3 clusters Score -288840.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -289042.156250 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -289042.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -289186.531250 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -289186.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -289282.031250 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -289282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -289345.843750 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -289345.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -289382.062500 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -289382.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -289403.062500 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -289403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -289412.625000 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -289412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -289416.968750 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -289417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -289418.812500 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -289418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -289421.093750 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -289421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -289423.000000 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -289423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -289424.812500 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -289424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -289424.812500 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -289424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -514324.750000 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -514324.8 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 2837 members 
Entering Unmasked Estep 
Score: -509388.781250 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -509388.8 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -510677.750000 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -510677.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -511037.968750 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -511038 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -511498.125000 Penalty: 4283.916992
	Iteration 3F: 3 clusters Score -511498.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -511930.281250 Penalty: 4283.916992
	Iteration 4F: 3 clusters Score -511930.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -512232.718750 Penalty: 4283.916992
	Iteration 5F: 3 clusters Score -512232.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -512442.562500 Penalty: 4283.916992
	Iteration 6F: 3 clusters Score -512442.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -512669.437500 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -512669.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -512827.812500 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -512827.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -512965.437500 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -512965.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -513088.187500 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -513088.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -513189.187500 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -513189.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -513272.000000 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -513272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -513353.812500 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -513353.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -513420.250000 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -513420.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -513477.468750 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -513477.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -513518.906250 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -513518.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -513554.906250 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -513554.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -513592.218750 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -513592.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -513619.343750 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -513619.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -513644.937500 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -513644.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -513664.718750 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -513664.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -513684.468750 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -513684.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -513701.031250 Penalty: 4283.916992
	Iteration 23Q: 3 clusters Score -513701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -513710.625000 Penalty: 4283.916992
	Iteration 24Q: 3 clusters Score -513710.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -513717.625000 Penalty: 4283.916992
	Iteration 25Q: 3 clusters Score -513717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -513723.468750 Penalty: 4283.916992
	Iteration 26Q: 3 clusters Score -513723.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -513727.781250 Penalty: 4283.916992
	Iteration 27Q: 3 clusters Score -513727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -513729.718750 Penalty: 4283.916992
	Iteration 28Q: 3 clusters Score -513729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -513730.250000 Penalty: 4283.916992
	Iteration 29Q: 3 clusters Score -513730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -513730.031250 Penalty: 4283.916992
	Iteration 30Q: 3 clusters Score -513730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -513730.906250 Penalty: 4283.916992
	Iteration 31Q: 3 clusters Score -513730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -513731.562500 Penalty: 4283.916992
	Iteration 32Q: 3 clusters Score -513731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -513731.562500 Penalty: 4283.916992
	Iteration 33F: 3 clusters Score -513731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -520174.906250 Penalty: 2148.943848
	Iteration 0F: 2 clusters Score -520174.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -515120.687500 Penalty: 4297.887695
	Iteration 0F: 3 clusters Score -515120.7 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -516519.968750 Penalty: 4297.887695
	Iteration 1F: 3 clusters Score -516520 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -516919.187500 Penalty: 4297.887695
	Iteration 2F: 3 clusters Score -516919.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -517326.218750 Penalty: 4297.887695
	Iteration 3F: 3 clusters Score -517326.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -517780.375000 Penalty: 4297.887695
	Iteration 4F: 3 clusters Score -517780.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -518340.187500 Penalty: 4297.887695
	Iteration 5F: 3 clusters Score -518340.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -519077.968750 Penalty: 4297.887695
	Iteration 6F: 3 clusters Score -519078 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -519757.968750 Penalty: 4297.887695
	Iteration 7F: 3 clusters Score -519758 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -520154.843750 Penalty: 4297.887695
	Iteration 8F: 3 clusters Score -520154.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -520317.812500 Penalty: 4297.887695
	Iteration 9Q: 3 clusters Score -520317.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -520387.437500 Penalty: 4297.887695
	Iteration 10Q: 3 clusters Score -520387.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -520421.968750 Penalty: 4297.887695
	Iteration 11Q: 3 clusters Score -520422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -520446.562500 Penalty: 4297.887695
	Iteration 12Q: 3 clusters Score -520446.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -520459.312500 Penalty: 4297.887695
	Iteration 13Q: 3 clusters Score -520459.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -520465.031250 Penalty: 4297.887695
	Iteration 14Q: 3 clusters Score -520465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -520468.843750 Penalty: 4297.887695
	Iteration 15Q: 3 clusters Score -520468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -520471.531250 Penalty: 4297.887695
	Iteration 16Q: 3 clusters Score -520471.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -520474.562500 Penalty: 4297.887695
	Iteration 17Q: 3 clusters Score -520474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -520478.031250 Penalty: 4297.887695
	Iteration 18Q: 3 clusters Score -520478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -520481.906250 Penalty: 4297.887695
	Iteration 19Q: 3 clusters Score -520481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -520484.718750 Penalty: 4297.887695
	Iteration 20F: 3 clusters Score -520484.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -520487.187500 Penalty: 4297.887695
	Iteration 21Q: 3 clusters Score -520487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -520487.781250 Penalty: 4297.887695
	Iteration 22Q: 3 clusters Score -520487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -520489.281250 Penalty: 4297.887695
	Iteration 23Q: 3 clusters Score -520489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -520491.125000 Penalty: 4297.887695
	Iteration 24Q: 3 clusters Score -520491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -520492.593750 Penalty: 4297.887695
	Iteration 25Q: 3 clusters Score -520492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -520491.718750 Penalty: 4297.887695
	Iteration 26Q: 3 clusters Score -520491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -520492.343750 Penalty: 4297.887695
	Iteration 27Q: 3 clusters Score -520492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -520492.343750 Penalty: 4297.887695
	Iteration 28F: 3 clusters Score -520492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 3128 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98694 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Mstep: Class 42 contains 2669 members 
Entering Unmasked Estep 
Score: -58952336.000000 Penalty: 139028.390625
Splitting cluster 10 changes total score from -58953120.000000 to -58952336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -652555.250000 Penalty: 2184.734863
	Iteration 0F: 2 clusters Score -652555.2 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 3382 members 
Entering Unmasked Estep 
Score: -646957.312500 Penalty: 4369.469727
	Iteration 0F: 3 clusters Score -646957.3 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -648353.125000 Penalty: 4369.469727
	Iteration 1F: 3 clusters Score -648353.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -648648.500000 Penalty: 4369.469727
	Iteration 2F: 3 clusters Score -648648.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -648849.687500 Penalty: 4369.469727
	Iteration 3F: 3 clusters Score -648849.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -649001.750000 Penalty: 4369.469727
	Iteration 4Q: 3 clusters Score -649001.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -649140.000000 Penalty: 4369.469727
	Iteration 5Q: 3 clusters Score -649140 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -649274.937500 Penalty: 4369.469727
	Iteration 6Q: 3 clusters Score -649274.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -649387.250000 Penalty: 4369.469727
	Iteration 7Q: 3 clusters Score -649387.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -649488.625000 Penalty: 4369.469727
	Iteration 8Q: 3 clusters Score -649488.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -649587.187500 Penalty: 4369.469727
	Iteration 9Q: 3 clusters Score -649587.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -649704.937500 Penalty: 4369.469727
	Iteration 10Q: 3 clusters Score -649704.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -649828.937500 Penalty: 4369.469727
	Iteration 11Q: 3 clusters Score -649828.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -649961.437500 Penalty: 4369.469727
	Iteration 12Q: 3 clusters Score -649961.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -650101.625000 Penalty: 4369.469727
	Iteration 13Q: 3 clusters Score -650101.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -650256.000000 Penalty: 4369.469727
	Iteration 14Q: 3 clusters Score -650256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -650386.812500 Penalty: 4369.469727
	Iteration 15Q: 3 clusters Score -650386.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -650487.125000 Penalty: 4369.469727
	Iteration 16Q: 3 clusters Score -650487.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -650580.562500 Penalty: 4369.469727
	Iteration 17Q: 3 clusters Score -650580.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -650649.375000 Penalty: 4369.469727
	Iteration 18Q: 3 clusters Score -650649.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -650691.562500 Penalty: 4369.469727
	Iteration 19Q: 3 clusters Score -650691.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -650729.187500 Penalty: 4369.469727
	Iteration 20F: 3 clusters Score -650729.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -650757.687500 Penalty: 4369.469727
	Iteration 21Q: 3 clusters Score -650757.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -650771.625000 Penalty: 4369.469727
	Iteration 22Q: 3 clusters Score -650771.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -650781.062500 Penalty: 4369.469727
	Iteration 23Q: 3 clusters Score -650781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -650788.687500 Penalty: 4369.469727
	Iteration 24Q: 3 clusters Score -650788.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -650796.375000 Penalty: 4369.469727
	Iteration 25Q: 3 clusters Score -650796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -650803.437500 Penalty: 4369.469727
	Iteration 26Q: 3 clusters Score -650803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -650807.312500 Penalty: 4369.469727
	Iteration 27Q: 3 clusters Score -650807.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -650810.875000 Penalty: 4369.469727
	Iteration 28Q: 3 clusters Score -650810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -650815.812500 Penalty: 4369.469727
	Iteration 29Q: 3 clusters Score -650815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -650816.875000 Penalty: 4369.469727
	Iteration 30Q: 3 clusters Score -650816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -650818.125000 Penalty: 4369.469727
	Iteration 31Q: 3 clusters Score -650818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -650821.562500 Penalty: 4369.469727
	Iteration 32Q: 3 clusters Score -650821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -650821.875000 Penalty: 4369.469727
	Iteration 33Q: 3 clusters Score -650821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -650821.875000 Penalty: 4369.469727
	Iteration 34F: 3 clusters Score -650821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Entering Unmasked Estep 
Score: -6188327.500000 Penalty: 2734.898438
	Iteration 0F: 2 clusters Score -6188328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -6147108.000000 Penalty: 5469.796875
	Iteration 0F: 3 clusters Score -6147108 nChanged 28725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -6163299.500000 Penalty: 5469.796875
	Iteration 1F: 3 clusters Score -6163300 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -6164124.500000 Penalty: 5469.796875
	Iteration 2Q: 3 clusters Score -6164124 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -6165318.000000 Penalty: 5469.796875
	Iteration 3Q: 3 clusters Score -6165318 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -6167240.500000 Penalty: 5469.796875
	Iteration 4F: 3 clusters Score -6167240 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -6169953.000000 Penalty: 5469.796875
	Iteration 5F: 3 clusters Score -6169953 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -6173518.500000 Penalty: 5469.796875
	Iteration 6F: 3 clusters Score -6173518 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6177171.000000 Penalty: 5469.796875
	Iteration 7F: 3 clusters Score -6177171 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -6180246.000000 Penalty: 5469.796875
	Iteration 8F: 3 clusters Score -6180246 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -6182256.500000 Penalty: 5469.796875
	Iteration 9Q: 3 clusters Score -6182256 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -6183564.000000 Penalty: 5469.796875
	Iteration 10Q: 3 clusters Score -6183564 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -6184407.000000 Penalty: 5469.796875
	Iteration 11Q: 3 clusters Score -6184407 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6184912.500000 Penalty: 5469.796875
	Iteration 12Q: 3 clusters Score -6184912 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -6185222.500000 Penalty: 5469.796875
	Iteration 13Q: 3 clusters Score -6185222 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -6185457.000000 Penalty: 5469.796875
	Iteration 14Q: 3 clusters Score -6185457 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -6185635.000000 Penalty: 5469.796875
	Iteration 15Q: 3 clusters Score -6185635 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -6185762.500000 Penalty: 5469.796875
	Iteration 16Q: 3 clusters Score -6185762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -6185843.000000 Penalty: 5469.796875
	Iteration 17Q: 3 clusters Score -6185843 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -6185892.000000 Penalty: 5469.796875
	Iteration 18Q: 3 clusters Score -6185892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -6185929.000000 Penalty: 5469.796875
	Iteration 19Q: 3 clusters Score -6185929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -6185972.000000 Penalty: 5469.796875
	Iteration 20F: 3 clusters Score -6185972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -6185995.500000 Penalty: 5469.796875
	Iteration 21Q: 3 clusters Score -6185996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -6186034.500000 Penalty: 5469.796875
	Iteration 22Q: 3 clusters Score -6186034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -6186046.500000 Penalty: 5469.796875
	Iteration 23Q: 3 clusters Score -6186046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -6186062.500000 Penalty: 5469.796875
	Iteration 24Q: 3 clusters Score -6186062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -6186079.500000 Penalty: 5469.796875
	Iteration 25Q: 3 clusters Score -6186080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -6186086.000000 Penalty: 5469.796875
	Iteration 26Q: 3 clusters Score -6186086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -6186082.000000 Penalty: 5469.796875
	Iteration 27Q: 3 clusters Score -6186082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -6186092.500000 Penalty: 5469.796875
	Iteration 28Q: 3 clusters Score -6186092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -6186096.000000 Penalty: 5469.796875
	Iteration 29Q: 3 clusters Score -6186096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -6186107.500000 Penalty: 5469.796875
	Iteration 30Q: 3 clusters Score -6186108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -6186113.000000 Penalty: 5469.796875
	Iteration 31Q: 3 clusters Score -6186113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -6186113.000000 Penalty: 5469.796875
	Iteration 32Q: 3 clusters Score -6186113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -6186115.500000 Penalty: 5469.796875
	Iteration 33Q: 3 clusters Score -6186116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -6186112.000000 Penalty: 5469.796875
	Iteration 34Q: 3 clusters Score -6186112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -6186116.500000 Penalty: 5469.796875
	Iteration 35Q: 3 clusters Score -6186116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -6186118.500000 Penalty: 5469.796875
	Iteration 36Q: 3 clusters Score -6186118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -6186118.500000 Penalty: 5469.796875
	Iteration 37F: 3 clusters Score -6186118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Entering Unmasked Estep 
Score: -1436329.375000 Penalty: 2389.792969
	Iteration 0F: 2 clusters Score -1436329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1425388.750000 Penalty: 4779.585938
	Iteration 0F: 3 clusters Score -1425389 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1429144.500000 Penalty: 4779.585938
	Iteration 1F: 3 clusters Score -1429144 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1429788.250000 Penalty: 4779.585938
	Iteration 2F: 3 clusters Score -1429788 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1430454.000000 Penalty: 4779.585938
	Iteration 3F: 3 clusters Score -1430454 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1431149.375000 Penalty: 4779.585938
	Iteration 4F: 3 clusters Score -1431149 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1431814.125000 Penalty: 4779.585938
	Iteration 5F: 3 clusters Score -1431814 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1432430.875000 Penalty: 4779.585938
	Iteration 6F: 3 clusters Score -1432431 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1432898.375000 Penalty: 4779.585938
	Iteration 7Q: 3 clusters Score -1432898 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1433234.125000 Penalty: 4779.585938
	Iteration 8Q: 3 clusters Score -1433234 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1433489.000000 Penalty: 4779.585938
	Iteration 9Q: 3 clusters Score -1433489 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1433642.125000 Penalty: 4779.585938
	Iteration 10Q: 3 clusters Score -1433642 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1433751.375000 Penalty: 4779.585938
	Iteration 11Q: 3 clusters Score -1433751 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1433853.000000 Penalty: 4779.585938
	Iteration 12Q: 3 clusters Score -1433853 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1433965.750000 Penalty: 4779.585938
	Iteration 13Q: 3 clusters Score -1433966 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1434118.250000 Penalty: 4779.585938
	Iteration 14Q: 3 clusters Score -1434118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1434276.375000 Penalty: 4779.585938
	Iteration 15Q: 3 clusters Score -1434276 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1434443.875000 Penalty: 4779.585938
	Iteration 16Q: 3 clusters Score -1434444 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1434634.250000 Penalty: 4779.585938
	Iteration 17Q: 3 clusters Score -1434634 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1434756.500000 Penalty: 4779.585938
	Iteration 18Q: 3 clusters Score -1434756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1434881.000000 Penalty: 4779.585938
	Iteration 19Q: 3 clusters Score -1434881 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1434984.625000 Penalty: 4779.585938
	Iteration 20F: 3 clusters Score -1434985 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1435054.375000 Penalty: 4779.585938
	Iteration 21Q: 3 clusters Score -1435054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1435108.375000 Penalty: 4779.585938
	Iteration 22Q: 3 clusters Score -1435108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1435157.500000 Penalty: 4779.585938
	Iteration 23Q: 3 clusters Score -1435158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1435183.125000 Penalty: 4779.585938
	Iteration 24Q: 3 clusters Score -1435183 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1435224.750000 Penalty: 4779.585938
	Iteration 25Q: 3 clusters Score -1435225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1435242.125000 Penalty: 4779.585938
	Iteration 26Q: 3 clusters Score -1435242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1435261.125000 Penalty: 4779.585938
	Iteration 27Q: 3 clusters Score -1435261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1435274.000000 Penalty: 4779.585938
	Iteration 28Q: 3 clusters Score -1435274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1435283.625000 Penalty: 4779.585938
	Iteration 29Q: 3 clusters Score -1435284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1435300.500000 Penalty: 4779.585938
	Iteration 30Q: 3 clusters Score -1435300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1435299.750000 Penalty: 4779.585938
	Iteration 31Q: 3 clusters Score -1435300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1435304.875000 Penalty: 4779.585938
	Iteration 32Q: 3 clusters Score -1435305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1435310.000000 Penalty: 4779.585938
	Iteration 33Q: 3 clusters Score -1435310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1435313.125000 Penalty: 4779.585938
	Iteration 34Q: 3 clusters Score -1435313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1435313.375000 Penalty: 4779.585938
	Iteration 35Q: 3 clusters Score -1435313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1435316.375000 Penalty: 4779.585938
	Iteration 36Q: 3 clusters Score -1435316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1435314.500000 Penalty: 4779.585938
	Iteration 37Q: 3 clusters Score -1435314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1435316.625000 Penalty: 4779.585938
	Iteration 38Q: 3 clusters Score -1435317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1435316.500000 Penalty: 4779.585938
	Iteration 39Q: 3 clusters Score -1435316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1435317.875000 Penalty: 4779.585938
	Iteration 40F: 3 clusters Score -1435318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1435318.125000 Penalty: 4779.585938
	Iteration 41Q: 3 clusters Score -1435318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1435321.000000 Penalty: 4779.585938
	Iteration 42Q: 3 clusters Score -1435321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1435317.625000 Penalty: 4779.585938
	Iteration 43Q: 3 clusters Score -1435318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1435316.125000 Penalty: 4779.585938
	Iteration 44Q: 3 clusters Score -1435316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1435319.625000 Penalty: 4779.585938
	Iteration 45Q: 3 clusters Score -1435320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1435319.375000 Penalty: 4779.585938
	Iteration 46Q: 3 clusters Score -1435319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1435325.750000 Penalty: 4779.585938
	Iteration 47Q: 3 clusters Score -1435326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1435323.125000 Penalty: 4779.585938
	Iteration 48Q: 3 clusters Score -1435323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1435323.125000 Penalty: 4779.585938
	Iteration 49F: 3 clusters Score -1435323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Entering Unmasked Estep 
Score: -1836221.000000 Penalty: 2439.437012
	Iteration 0F: 2 clusters Score -1836221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1822924.750000 Penalty: 4878.874023
	Iteration 0F: 3 clusters Score -1822925 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1827403.500000 Penalty: 4878.874023
	Iteration 1F: 3 clusters Score -1827404 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1827822.250000 Penalty: 4878.874023
	Iteration 2F: 3 clusters Score -1827822 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1828159.500000 Penalty: 4878.874023
	Iteration 3Q: 3 clusters Score -1828160 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1828421.500000 Penalty: 4878.874023
	Iteration 4Q: 3 clusters Score -1828422 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1828656.125000 Penalty: 4878.874023
	Iteration 5Q: 3 clusters Score -1828656 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1828864.875000 Penalty: 4878.874023
	Iteration 6Q: 3 clusters Score -1828865 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1829091.875000 Penalty: 4878.874023
	Iteration 7Q: 3 clusters Score -1829092 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1829370.875000 Penalty: 4878.874023
	Iteration 8Q: 3 clusters Score -1829371 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1829682.750000 Penalty: 4878.874023
	Iteration 9Q: 3 clusters Score -1829683 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1830058.875000 Penalty: 4878.874023
	Iteration 10Q: 3 clusters Score -1830059 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1830508.875000 Penalty: 4878.874023
	Iteration 11Q: 3 clusters Score -1830509 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1831032.500000 Penalty: 4878.874023
	Iteration 12Q: 3 clusters Score -1831032 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1831553.500000 Penalty: 4878.874023
	Iteration 13Q: 3 clusters Score -1831554 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1832078.875000 Penalty: 4878.874023
	Iteration 14Q: 3 clusters Score -1832079 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1832551.875000 Penalty: 4878.874023
	Iteration 15Q: 3 clusters Score -1832552 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1832952.375000 Penalty: 4878.874023
	Iteration 16Q: 3 clusters Score -1832952 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1833241.625000 Penalty: 4878.874023
	Iteration 17Q: 3 clusters Score -1833242 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1833445.625000 Penalty: 4878.874023
	Iteration 18Q: 3 clusters Score -1833446 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1833632.000000 Penalty: 4878.874023
	Iteration 19Q: 3 clusters Score -1833632 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1833737.000000 Penalty: 4878.874023
	Iteration 20F: 3 clusters Score -1833737 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1833813.250000 Penalty: 4878.874023
	Iteration 21Q: 3 clusters Score -1833813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1833871.500000 Penalty: 4878.874023
	Iteration 22Q: 3 clusters Score -1833872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1833916.625000 Penalty: 4878.874023
	Iteration 23Q: 3 clusters Score -1833917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1833949.500000 Penalty: 4878.874023
	Iteration 24Q: 3 clusters Score -1833950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1833981.375000 Penalty: 4878.874023
	Iteration 25Q: 3 clusters Score -1833981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1834013.750000 Penalty: 4878.874023
	Iteration 26Q: 3 clusters Score -1834014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1834044.000000 Penalty: 4878.874023
	Iteration 27Q: 3 clusters Score -1834044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1834064.750000 Penalty: 4878.874023
	Iteration 28Q: 3 clusters Score -1834065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1834091.625000 Penalty: 4878.874023
	Iteration 29Q: 3 clusters Score -1834092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1834108.250000 Penalty: 4878.874023
	Iteration 30Q: 3 clusters Score -1834108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1834116.750000 Penalty: 4878.874023
	Iteration 31Q: 3 clusters Score -1834117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1834121.250000 Penalty: 4878.874023
	Iteration 32Q: 3 clusters Score -1834121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1834122.625000 Penalty: 4878.874023
	Iteration 33Q: 3 clusters Score -1834123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1834130.500000 Penalty: 4878.874023
	Iteration 34Q: 3 clusters Score -1834130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1834129.000000 Penalty: 4878.874023
	Iteration 35Q: 3 clusters Score -1834129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1834129.875000 Penalty: 4878.874023
	Iteration 36Q: 3 clusters Score -1834130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1834129.875000 Penalty: 4878.874023
	Iteration 37F: 3 clusters Score -1834130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Entering Unmasked Estep 
Score: -1430055.500000 Penalty: 2387.890137
	Iteration 0F: 2 clusters Score -1430056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1419118.750000 Penalty: 4775.780273
	Iteration 0F: 3 clusters Score -1419119 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1422767.625000 Penalty: 4775.780273
	Iteration 1F: 3 clusters Score -1422768 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1423247.875000 Penalty: 4775.780273
	Iteration 2F: 3 clusters Score -1423248 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1423692.625000 Penalty: 4775.780273
	Iteration 3F: 3 clusters Score -1423693 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1424165.375000 Penalty: 4775.780273
	Iteration 4Q: 3 clusters Score -1424165 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1424711.750000 Penalty: 4775.780273
	Iteration 5F: 3 clusters Score -1424712 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1425320.750000 Penalty: 4775.780273
	Iteration 6F: 3 clusters Score -1425321 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1425998.750000 Penalty: 4775.780273
	Iteration 7F: 3 clusters Score -1425999 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1426715.500000 Penalty: 4775.780273
	Iteration 8F: 3 clusters Score -1426716 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1427429.125000 Penalty: 4775.780273
	Iteration 9F: 3 clusters Score -1427429 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1427999.750000 Penalty: 4775.780273
	Iteration 10F: 3 clusters Score -1428000 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1428371.125000 Penalty: 4775.780273
	Iteration 11Q: 3 clusters Score -1428371 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1428618.000000 Penalty: 4775.780273
	Iteration 12Q: 3 clusters Score -1428618 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1428754.125000 Penalty: 4775.780273
	Iteration 13Q: 3 clusters Score -1428754 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1428836.750000 Penalty: 4775.780273
	Iteration 14Q: 3 clusters Score -1428837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1428897.125000 Penalty: 4775.780273
	Iteration 15Q: 3 clusters Score -1428897 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1428948.000000 Penalty: 4775.780273
	Iteration 16Q: 3 clusters Score -1428948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1428990.750000 Penalty: 4775.780273
	Iteration 17Q: 3 clusters Score -1428991 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1429041.875000 Penalty: 4775.780273
	Iteration 18Q: 3 clusters Score -1429042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1429079.125000 Penalty: 4775.780273
	Iteration 19Q: 3 clusters Score -1429079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1429106.250000 Penalty: 4775.780273
	Iteration 20F: 3 clusters Score -1429106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1429141.375000 Penalty: 4775.780273
	Iteration 21Q: 3 clusters Score -1429141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1429163.500000 Penalty: 4775.780273
	Iteration 22Q: 3 clusters Score -1429164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1429186.250000 Penalty: 4775.780273
	Iteration 23Q: 3 clusters Score -1429186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1429211.750000 Penalty: 4775.780273
	Iteration 24Q: 3 clusters Score -1429212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1429230.125000 Penalty: 4775.780273
	Iteration 25Q: 3 clusters Score -1429230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1429258.750000 Penalty: 4775.780273
	Iteration 26Q: 3 clusters Score -1429259 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1429283.500000 Penalty: 4775.780273
	Iteration 27Q: 3 clusters Score -1429284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1429308.875000 Penalty: 4775.780273
	Iteration 28Q: 3 clusters Score -1429309 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1429332.875000 Penalty: 4775.780273
	Iteration 29Q: 3 clusters Score -1429333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1429355.375000 Penalty: 4775.780273
	Iteration 30Q: 3 clusters Score -1429355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1429377.000000 Penalty: 4775.780273
	Iteration 31Q: 3 clusters Score -1429377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1429391.250000 Penalty: 4775.780273
	Iteration 32Q: 3 clusters Score -1429391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1429399.875000 Penalty: 4775.780273
	Iteration 33Q: 3 clusters Score -1429400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1429410.375000 Penalty: 4775.780273
	Iteration 34Q: 3 clusters Score -1429410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1429427.875000 Penalty: 4775.780273
	Iteration 35Q: 3 clusters Score -1429428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1429440.500000 Penalty: 4775.780273
	Iteration 36Q: 3 clusters Score -1429440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1429451.750000 Penalty: 4775.780273
	Iteration 37Q: 3 clusters Score -1429452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1429469.625000 Penalty: 4775.780273
	Iteration 38Q: 3 clusters Score -1429470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1429496.750000 Penalty: 4775.780273
	Iteration 39Q: 3 clusters Score -1429497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1429519.125000 Penalty: 4775.780273
	Iteration 40F: 3 clusters Score -1429519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1429534.125000 Penalty: 4775.780273
	Iteration 41Q: 3 clusters Score -1429534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1429544.625000 Penalty: 4775.780273
	Iteration 42Q: 3 clusters Score -1429545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1429550.250000 Penalty: 4775.780273
	Iteration 43Q: 3 clusters Score -1429550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1429556.000000 Penalty: 4775.780273
	Iteration 44Q: 3 clusters Score -1429556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1429564.750000 Penalty: 4775.780273
	Iteration 45Q: 3 clusters Score -1429565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1429570.000000 Penalty: 4775.780273
	Iteration 46Q: 3 clusters Score -1429570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1429569.125000 Penalty: 4775.780273
	Iteration 47Q: 3 clusters Score -1429569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1429572.250000 Penalty: 4775.780273
	Iteration 48Q: 3 clusters Score -1429572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1429572.125000 Penalty: 4775.780273
	Iteration 49Q: 3 clusters Score -1429572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1429576.125000 Penalty: 4775.780273
	Iteration 50Q: 3 clusters Score -1429576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1429576.625000 Penalty: 4775.780273
	Iteration 51Q: 3 clusters Score -1429577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1429579.500000 Penalty: 4775.780273
	Iteration 52Q: 3 clusters Score -1429580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1429581.000000 Penalty: 4775.780273
	Iteration 53Q: 3 clusters Score -1429581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1429583.750000 Penalty: 4775.780273
	Iteration 54Q: 3 clusters Score -1429584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1429585.500000 Penalty: 4775.780273
	Iteration 55Q: 3 clusters Score -1429586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1429582.875000 Penalty: 4775.780273
	Iteration 56Q: 3 clusters Score -1429583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1429583.625000 Penalty: 4775.780273
	Iteration 57Q: 3 clusters Score -1429584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1429584.000000 Penalty: 4775.780273
	Iteration 58Q: 3 clusters Score -1429584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1429583.625000 Penalty: 4775.780273
	Iteration 59Q: 3 clusters Score -1429584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1429582.125000 Penalty: 4775.780273
	Iteration 60F: 3 clusters Score -1429582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1429584.875000 Penalty: 4775.780273
	Iteration 61Q: 3 clusters Score -1429585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1429585.750000 Penalty: 4775.780273
	Iteration 62Q: 3 clusters Score -1429586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1429584.625000 Penalty: 4775.780273
	Iteration 63Q: 3 clusters Score -1429585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1429585.750000 Penalty: 4775.780273
	Iteration 64Q: 3 clusters Score -1429586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1429585.250000 Penalty: 4775.780273
	Iteration 65Q: 3 clusters Score -1429585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1429585.875000 Penalty: 4775.780273
	Iteration 66Q: 3 clusters Score -1429586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1429585.375000 Penalty: 4775.780273
	Iteration 67Q: 3 clusters Score -1429585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1429585.375000 Penalty: 4775.780273
	Iteration 68F: 3 clusters Score -1429585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -1529716.000000 Penalty: 2396.378418
	Iteration 0F: 2 clusters Score -1529716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1518407.125000 Penalty: 4792.756836
	Iteration 0F: 3 clusters Score -1518407 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1522016.625000 Penalty: 4792.756836
	Iteration 1F: 3 clusters Score -1522017 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1522420.000000 Penalty: 4792.756836
	Iteration 2F: 3 clusters Score -1522420 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1522772.625000 Penalty: 4792.756836
	Iteration 3Q: 3 clusters Score -1522773 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1523119.500000 Penalty: 4792.756836
	Iteration 4Q: 3 clusters Score -1523120 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1523445.125000 Penalty: 4792.756836
	Iteration 5Q: 3 clusters Score -1523445 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1523787.625000 Penalty: 4792.756836
	Iteration 6Q: 3 clusters Score -1523788 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1524159.375000 Penalty: 4792.756836
	Iteration 7Q: 3 clusters Score -1524159 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1524575.250000 Penalty: 4792.756836
	Iteration 8Q: 3 clusters Score -1524575 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1525000.625000 Penalty: 4792.756836
	Iteration 9Q: 3 clusters Score -1525001 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1525445.000000 Penalty: 4792.756836
	Iteration 10Q: 3 clusters Score -1525445 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1525878.500000 Penalty: 4792.756836
	Iteration 11Q: 3 clusters Score -1525878 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1526228.000000 Penalty: 4792.756836
	Iteration 12Q: 3 clusters Score -1526228 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1526501.000000 Penalty: 4792.756836
	Iteration 13Q: 3 clusters Score -1526501 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1526683.625000 Penalty: 4792.756836
	Iteration 14Q: 3 clusters Score -1526684 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1526790.625000 Penalty: 4792.756836
	Iteration 15Q: 3 clusters Score -1526791 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1526842.875000 Penalty: 4792.756836
	Iteration 16Q: 3 clusters Score -1526843 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1526885.125000 Penalty: 4792.756836
	Iteration 17Q: 3 clusters Score -1526885 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1526920.750000 Penalty: 4792.756836
	Iteration 18Q: 3 clusters Score -1526921 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1526948.875000 Penalty: 4792.756836
	Iteration 19Q: 3 clusters Score -1526949 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1526975.375000 Penalty: 4792.756836
	Iteration 20F: 3 clusters Score -1526975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1526996.750000 Penalty: 4792.756836
	Iteration 21Q: 3 clusters Score -1526997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1527008.375000 Penalty: 4792.756836
	Iteration 22Q: 3 clusters Score -1527008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1527019.625000 Penalty: 4792.756836
	Iteration 23Q: 3 clusters Score -1527020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1527027.000000 Penalty: 4792.756836
	Iteration 24Q: 3 clusters Score -1527027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1527031.875000 Penalty: 4792.756836
	Iteration 25Q: 3 clusters Score -1527032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1527041.250000 Penalty: 4792.756836
	Iteration 26Q: 3 clusters Score -1527041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1527040.375000 Penalty: 4792.756836
	Iteration 27Q: 3 clusters Score -1527040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1527050.125000 Penalty: 4792.756836
	Iteration 28Q: 3 clusters Score -1527050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1527055.875000 Penalty: 4792.756836
	Iteration 29Q: 3 clusters Score -1527056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1527062.250000 Penalty: 4792.756836
	Iteration 30Q: 3 clusters Score -1527062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1527059.375000 Penalty: 4792.756836
	Iteration 31Q: 3 clusters Score -1527059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1527062.500000 Penalty: 4792.756836
	Iteration 32Q: 3 clusters Score -1527062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1527063.000000 Penalty: 4792.756836
	Iteration 33Q: 3 clusters Score -1527063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1527063.375000 Penalty: 4792.756836
	Iteration 34Q: 3 clusters Score -1527063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1527065.625000 Penalty: 4792.756836
	Iteration 35Q: 3 clusters Score -1527066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1527068.250000 Penalty: 4792.756836
	Iteration 36Q: 3 clusters Score -1527068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1527076.750000 Penalty: 4792.756836
	Iteration 37Q: 3 clusters Score -1527077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1527075.625000 Penalty: 4792.756836
	Iteration 38Q: 3 clusters Score -1527076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1527076.750000 Penalty: 4792.756836
	Iteration 39Q: 3 clusters Score -1527077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1527077.125000 Penalty: 4792.756836
	Iteration 40F: 3 clusters Score -1527077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1527080.875000 Penalty: 4792.756836
	Iteration 41Q: 3 clusters Score -1527081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1527083.000000 Penalty: 4792.756836
	Iteration 42Q: 3 clusters Score -1527083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1527085.375000 Penalty: 4792.756836
	Iteration 43Q: 3 clusters Score -1527085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1527086.500000 Penalty: 4792.756836
	Iteration 44Q: 3 clusters Score -1527086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1527085.750000 Penalty: 4792.756836
	Iteration 45Q: 3 clusters Score -1527086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1527082.875000 Penalty: 4792.756836
	Iteration 46Q: 3 clusters Score -1527083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1527086.250000 Penalty: 4792.756836
	Iteration 47Q: 3 clusters Score -1527086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1527084.500000 Penalty: 4792.756836
	Iteration 48Q: 3 clusters Score -1527084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1527089.250000 Penalty: 4792.756836
	Iteration 49Q: 3 clusters Score -1527089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1527090.625000 Penalty: 4792.756836
	Iteration 50Q: 3 clusters Score -1527091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1527095.625000 Penalty: 4792.756836
	Iteration 51Q: 3 clusters Score -1527096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1527095.625000 Penalty: 4792.756836
	Iteration 52Q: 3 clusters Score -1527096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1527100.375000 Penalty: 4792.756836
	Iteration 53Q: 3 clusters Score -1527100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1527102.625000 Penalty: 4792.756836
	Iteration 54Q: 3 clusters Score -1527103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1527103.625000 Penalty: 4792.756836
	Iteration 55Q: 3 clusters Score -1527104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1527105.500000 Penalty: 4792.756836
	Iteration 56Q: 3 clusters Score -1527106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1527103.500000 Penalty: 4792.756836
	Iteration 57Q: 3 clusters Score -1527104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1527104.125000 Penalty: 4792.756836
	Iteration 58Q: 3 clusters Score -1527104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1527109.500000 Penalty: 4792.756836
	Iteration 59Q: 3 clusters Score -1527110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1527111.125000 Penalty: 4792.756836
	Iteration 60F: 3 clusters Score -1527111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1527113.625000 Penalty: 4792.756836
	Iteration 61Q: 3 clusters Score -1527114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1527113.375000 Penalty: 4792.756836
	Iteration 62Q: 3 clusters Score -1527113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1527112.875000 Penalty: 4792.756836
	Iteration 63Q: 3 clusters Score -1527113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1527112.375000 Penalty: 4792.756836
	Iteration 64Q: 3 clusters Score -1527112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1527113.625000 Penalty: 4792.756836
	Iteration 65Q: 3 clusters Score -1527114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1527119.375000 Penalty: 4792.756836
	Iteration 66Q: 3 clusters Score -1527119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1527118.875000 Penalty: 4792.756836
	Iteration 67Q: 3 clusters Score -1527119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1527116.625000 Penalty: 4792.756836
	Iteration 68Q: 3 clusters Score -1527117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1527116.500000 Penalty: 4792.756836
	Iteration 69Q: 3 clusters Score -1527116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1527115.750000 Penalty: 4792.756836
	Iteration 70Q: 3 clusters Score -1527116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1527119.125000 Penalty: 4792.756836
	Iteration 71Q: 3 clusters Score -1527119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1527121.250000 Penalty: 4792.756836
	Iteration 72Q: 3 clusters Score -1527121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1527122.125000 Penalty: 4792.756836
	Iteration 73Q: 3 clusters Score -1527122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1527126.000000 Penalty: 4792.756836
	Iteration 74Q: 3 clusters Score -1527126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1527129.000000 Penalty: 4792.756836
	Iteration 75Q: 3 clusters Score -1527129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1527127.375000 Penalty: 4792.756836
	Iteration 76Q: 3 clusters Score -1527127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1527126.875000 Penalty: 4792.756836
	Iteration 77Q: 3 clusters Score -1527127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1527128.750000 Penalty: 4792.756836
	Iteration 78Q: 3 clusters Score -1527129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1527125.875000 Penalty: 4792.756836
	Iteration 79Q: 3 clusters Score -1527126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1527128.000000 Penalty: 4792.756836
	Iteration 80F: 3 clusters Score -1527128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1527126.375000 Penalty: 4792.756836
	Iteration 81Q: 3 clusters Score -1527126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1527126.375000 Penalty: 4792.756836
	Iteration 82F: 3 clusters Score -1527126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Entering Unmasked Estep 
Score: -3494147.000000 Penalty: 2595.012695
	Iteration 0F: 2 clusters Score -3494147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3470139.750000 Penalty: 5190.025391
	Iteration 0F: 3 clusters Score -3470140 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3479055.750000 Penalty: 5190.025391
	Iteration 1F: 3 clusters Score -3479056 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3480011.250000 Penalty: 5190.025391
	Iteration 2F: 3 clusters Score -3480011 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3481337.250000 Penalty: 5190.025391
	Iteration 3F: 3 clusters Score -3481337 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3483045.750000 Penalty: 5190.025391
	Iteration 4F: 3 clusters Score -3483046 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3484765.750000 Penalty: 5190.025391
	Iteration 5F: 3 clusters Score -3484766 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3486086.250000 Penalty: 5190.025391
	Iteration 6F: 3 clusters Score -3486086 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3486992.750000 Penalty: 5190.025391
	Iteration 7F: 3 clusters Score -3486993 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3487606.000000 Penalty: 5190.025391
	Iteration 8Q: 3 clusters Score -3487606 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3487964.500000 Penalty: 5190.025391
	Iteration 9Q: 3 clusters Score -3487964 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3488238.000000 Penalty: 5190.025391
	Iteration 10Q: 3 clusters Score -3488238 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3488373.500000 Penalty: 5190.025391
	Iteration 11Q: 3 clusters Score -3488374 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3488512.000000 Penalty: 5190.025391
	Iteration 12Q: 3 clusters Score -3488512 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3488602.250000 Penalty: 5190.025391
	Iteration 13Q: 3 clusters Score -3488602 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3488742.750000 Penalty: 5190.025391
	Iteration 14Q: 3 clusters Score -3488743 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3488837.500000 Penalty: 5190.025391
	Iteration 15Q: 3 clusters Score -3488838 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3488939.500000 Penalty: 5190.025391
	Iteration 16Q: 3 clusters Score -3488940 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3489044.000000 Penalty: 5190.025391
	Iteration 17Q: 3 clusters Score -3489044 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3489151.000000 Penalty: 5190.025391
	Iteration 18Q: 3 clusters Score -3489151 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3489263.250000 Penalty: 5190.025391
	Iteration 19Q: 3 clusters Score -3489263 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3489373.750000 Penalty: 5190.025391
	Iteration 20F: 3 clusters Score -3489374 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3489472.250000 Penalty: 5190.025391
	Iteration 21Q: 3 clusters Score -3489472 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3489567.250000 Penalty: 5190.025391
	Iteration 22Q: 3 clusters Score -3489567 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3489658.500000 Penalty: 5190.025391
	Iteration 23Q: 3 clusters Score -3489658 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3489785.750000 Penalty: 5190.025391
	Iteration 24Q: 3 clusters Score -3489786 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3489854.250000 Penalty: 5190.025391
	Iteration 25Q: 3 clusters Score -3489854 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3489951.500000 Penalty: 5190.025391
	Iteration 26Q: 3 clusters Score -3489952 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3490018.500000 Penalty: 5190.025391
	Iteration 27Q: 3 clusters Score -3490018 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3490073.000000 Penalty: 5190.025391
	Iteration 28Q: 3 clusters Score -3490073 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3490112.000000 Penalty: 5190.025391
	Iteration 29Q: 3 clusters Score -3490112 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3490154.750000 Penalty: 5190.025391
	Iteration 30Q: 3 clusters Score -3490155 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3490205.750000 Penalty: 5190.025391
	Iteration 31Q: 3 clusters Score -3490206 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3490236.500000 Penalty: 5190.025391
	Iteration 32Q: 3 clusters Score -3490236 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3490260.750000 Penalty: 5190.025391
	Iteration 33Q: 3 clusters Score -3490261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3490296.500000 Penalty: 5190.025391
	Iteration 34Q: 3 clusters Score -3490296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3490333.750000 Penalty: 5190.025391
	Iteration 35Q: 3 clusters Score -3490334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3490380.250000 Penalty: 5190.025391
	Iteration 36Q: 3 clusters Score -3490380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3490422.500000 Penalty: 5190.025391
	Iteration 37Q: 3 clusters Score -3490422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3490468.000000 Penalty: 5190.025391
	Iteration 38Q: 3 clusters Score -3490468 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3490529.500000 Penalty: 5190.025391
	Iteration 39Q: 3 clusters Score -3490530 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3490559.750000 Penalty: 5190.025391
	Iteration 40F: 3 clusters Score -3490560 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3490612.000000 Penalty: 5190.025391
	Iteration 41Q: 3 clusters Score -3490612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3490645.750000 Penalty: 5190.025391
	Iteration 42Q: 3 clusters Score -3490646 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3490724.750000 Penalty: 5190.025391
	Iteration 43Q: 3 clusters Score -3490725 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3490794.000000 Penalty: 5190.025391
	Iteration 44Q: 3 clusters Score -3490794 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3490865.250000 Penalty: 5190.025391
	Iteration 45Q: 3 clusters Score -3490865 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3490921.000000 Penalty: 5190.025391
	Iteration 46Q: 3 clusters Score -3490921 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3490982.250000 Penalty: 5190.025391
	Iteration 47Q: 3 clusters Score -3490982 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3491049.000000 Penalty: 5190.025391
	Iteration 48Q: 3 clusters Score -3491049 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3491123.500000 Penalty: 5190.025391
	Iteration 49Q: 3 clusters Score -3491124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3491192.250000 Penalty: 5190.025391
	Iteration 50Q: 3 clusters Score -3491192 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3491259.000000 Penalty: 5190.025391
	Iteration 51Q: 3 clusters Score -3491259 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3491317.750000 Penalty: 5190.025391
	Iteration 52Q: 3 clusters Score -3491318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3491379.750000 Penalty: 5190.025391
	Iteration 53Q: 3 clusters Score -3491380 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3491446.500000 Penalty: 5190.025391
	Iteration 54Q: 3 clusters Score -3491446 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3491506.750000 Penalty: 5190.025391
	Iteration 55Q: 3 clusters Score -3491507 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3491541.000000 Penalty: 5190.025391
	Iteration 56Q: 3 clusters Score -3491541 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3491582.500000 Penalty: 5190.025391
	Iteration 57Q: 3 clusters Score -3491582 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3491616.250000 Penalty: 5190.025391
	Iteration 58Q: 3 clusters Score -3491616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3491653.750000 Penalty: 5190.025391
	Iteration 59Q: 3 clusters Score -3491654 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3491685.500000 Penalty: 5190.025391
	Iteration 60F: 3 clusters Score -3491686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3491719.000000 Penalty: 5190.025391
	Iteration 61Q: 3 clusters Score -3491719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3491749.000000 Penalty: 5190.025391
	Iteration 62Q: 3 clusters Score -3491749 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -3491773.500000 Penalty: 5190.025391
	Iteration 63Q: 3 clusters Score -3491774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3491813.500000 Penalty: 5190.025391
	Iteration 64Q: 3 clusters Score -3491814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3491844.500000 Penalty: 5190.025391
	Iteration 65Q: 3 clusters Score -3491844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3491860.750000 Penalty: 5190.025391
	Iteration 66Q: 3 clusters Score -3491861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -3491880.750000 Penalty: 5190.025391
	Iteration 67Q: 3 clusters Score -3491881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3491910.000000 Penalty: 5190.025391
	Iteration 68Q: 3 clusters Score -3491910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3491911.750000 Penalty: 5190.025391
	Iteration 69Q: 3 clusters Score -3491912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3491934.000000 Penalty: 5190.025391
	Iteration 70Q: 3 clusters Score -3491934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3491937.500000 Penalty: 5190.025391
	Iteration 71Q: 3 clusters Score -3491938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3491948.000000 Penalty: 5190.025391
	Iteration 72Q: 3 clusters Score -3491948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3491960.250000 Penalty: 5190.025391
	Iteration 73Q: 3 clusters Score -3491960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3491959.000000 Penalty: 5190.025391
	Iteration 74Q: 3 clusters Score -3491959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -3491974.250000 Penalty: 5190.025391
	Iteration 75Q: 3 clusters Score -3491974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3491991.750000 Penalty: 5190.025391
	Iteration 76Q: 3 clusters Score -3491992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3491998.500000 Penalty: 5190.025391
	Iteration 77Q: 3 clusters Score -3491998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3492002.250000 Penalty: 5190.025391
	Iteration 78Q: 3 clusters Score -3492002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3492015.500000 Penalty: 5190.025391
	Iteration 79Q: 3 clusters Score -3492016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -3492026.500000 Penalty: 5190.025391
	Iteration 80F: 3 clusters Score -3492026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3492044.250000 Penalty: 5190.025391
	Iteration 81Q: 3 clusters Score -3492044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3492060.000000 Penalty: 5190.025391
	Iteration 82Q: 3 clusters Score -3492060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3492076.500000 Penalty: 5190.025391
	Iteration 83Q: 3 clusters Score -3492076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3492085.250000 Penalty: 5190.025391
	Iteration 84Q: 3 clusters Score -3492085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3492085.500000 Penalty: 5190.025391
	Iteration 85Q: 3 clusters Score -3492086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3492097.750000 Penalty: 5190.025391
	Iteration 86Q: 3 clusters Score -3492098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -3492104.500000 Penalty: 5190.025391
	Iteration 87Q: 3 clusters Score -3492104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3492107.000000 Penalty: 5190.025391
	Iteration 88Q: 3 clusters Score -3492107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3492107.250000 Penalty: 5190.025391
	Iteration 89Q: 3 clusters Score -3492107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3492114.750000 Penalty: 5190.025391
	Iteration 90Q: 3 clusters Score -3492115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3492132.500000 Penalty: 5190.025391
	Iteration 91Q: 3 clusters Score -3492132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3492135.000000 Penalty: 5190.025391
	Iteration 92Q: 3 clusters Score -3492135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3492140.750000 Penalty: 5190.025391
	Iteration 93Q: 3 clusters Score -3492141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3492143.000000 Penalty: 5190.025391
	Iteration 94Q: 3 clusters Score -3492143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3492155.250000 Penalty: 5190.025391
	Iteration 95Q: 3 clusters Score -3492155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3492148.750000 Penalty: 5190.025391
	Iteration 96Q: 3 clusters Score -3492149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3492154.000000 Penalty: 5190.025391
	Iteration 97Q: 3 clusters Score -3492154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3492155.750000 Penalty: 5190.025391
	Iteration 98Q: 3 clusters Score -3492156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -3492159.500000 Penalty: 5190.025391
	Iteration 99Q: 3 clusters Score -3492160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3492159.250000 Penalty: 5190.025391
	Iteration 100F: 3 clusters Score -3492159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -3492158.250000 Penalty: 5190.025391
	Iteration 101Q: 3 clusters Score -3492158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -3492158.750000 Penalty: 5190.025391
	Iteration 102Q: 3 clusters Score -3492159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3492162.750000 Penalty: 5190.025391
	Iteration 103Q: 3 clusters Score -3492163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3492161.250000 Penalty: 5190.025391
	Iteration 104Q: 3 clusters Score -3492161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3492156.750000 Penalty: 5190.025391
	Iteration 105Q: 3 clusters Score -3492157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -3492166.250000 Penalty: 5190.025391
	Iteration 106Q: 3 clusters Score -3492166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3492169.250000 Penalty: 5190.025391
	Iteration 107Q: 3 clusters Score -3492169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -3492173.250000 Penalty: 5190.025391
	Iteration 108Q: 3 clusters Score -3492173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3492171.500000 Penalty: 5190.025391
	Iteration 109Q: 3 clusters Score -3492172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3492176.000000 Penalty: 5190.025391
	Iteration 110Q: 3 clusters Score -3492176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3492174.000000 Penalty: 5190.025391
	Iteration 111Q: 3 clusters Score -3492174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3492169.250000 Penalty: 5190.025391
	Iteration 112Q: 3 clusters Score -3492169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -3492173.250000 Penalty: 5190.025391
	Iteration 113Q: 3 clusters Score -3492173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3492178.500000 Penalty: 5190.025391
	Iteration 114Q: 3 clusters Score -3492178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3492177.500000 Penalty: 5190.025391
	Iteration 115Q: 3 clusters Score -3492178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3492180.750000 Penalty: 5190.025391
	Iteration 116Q: 3 clusters Score -3492181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3492180.750000 Penalty: 5190.025391
	Iteration 117F: 3 clusters Score -3492181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Entering Unmasked Estep 
Score: -2594846.500000 Penalty: 2514.048828
	Iteration 0F: 2 clusters Score -2594846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2577490.750000 Penalty: 5028.097656
	Iteration 0F: 3 clusters Score -2577491 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2583475.750000 Penalty: 5028.097656
	Iteration 1F: 3 clusters Score -2583476 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2584005.750000 Penalty: 5028.097656
	Iteration 2F: 3 clusters Score -2584006 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2584447.500000 Penalty: 5028.097656
	Iteration 3Q: 3 clusters Score -2584448 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2584852.500000 Penalty: 5028.097656
	Iteration 4Q: 3 clusters Score -2584852 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2585254.500000 Penalty: 5028.097656
	Iteration 5Q: 3 clusters Score -2585254 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2585725.250000 Penalty: 5028.097656
	Iteration 6Q: 3 clusters Score -2585725 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2586261.750000 Penalty: 5028.097656
	Iteration 7Q: 3 clusters Score -2586262 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2586936.000000 Penalty: 5028.097656
	Iteration 8Q: 3 clusters Score -2586936 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2587716.000000 Penalty: 5028.097656
	Iteration 9F: 3 clusters Score -2587716 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2588497.000000 Penalty: 5028.097656
	Iteration 10F: 3 clusters Score -2588497 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2589271.000000 Penalty: 5028.097656
	Iteration 11F: 3 clusters Score -2589271 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2589929.000000 Penalty: 5028.097656
	Iteration 12Q: 3 clusters Score -2589929 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2590440.500000 Penalty: 5028.097656
	Iteration 13Q: 3 clusters Score -2590440 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2590852.500000 Penalty: 5028.097656
	Iteration 14Q: 3 clusters Score -2590852 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2591165.250000 Penalty: 5028.097656
	Iteration 15Q: 3 clusters Score -2591165 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2591457.750000 Penalty: 5028.097656
	Iteration 16Q: 3 clusters Score -2591458 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2591673.500000 Penalty: 5028.097656
	Iteration 17Q: 3 clusters Score -2591674 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2591898.500000 Penalty: 5028.097656
	Iteration 18Q: 3 clusters Score -2591898 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2592069.250000 Penalty: 5028.097656
	Iteration 19Q: 3 clusters Score -2592069 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2592200.250000 Penalty: 5028.097656
	Iteration 20F: 3 clusters Score -2592200 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2592310.500000 Penalty: 5028.097656
	Iteration 21Q: 3 clusters Score -2592310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2592380.500000 Penalty: 5028.097656
	Iteration 22Q: 3 clusters Score -2592380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2592448.750000 Penalty: 5028.097656
	Iteration 23Q: 3 clusters Score -2592449 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2592524.750000 Penalty: 5028.097656
	Iteration 24Q: 3 clusters Score -2592525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2592576.500000 Penalty: 5028.097656
	Iteration 25Q: 3 clusters Score -2592576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -2592611.500000 Penalty: 5028.097656
	Iteration 26Q: 3 clusters Score -2592612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2592643.250000 Penalty: 5028.097656
	Iteration 27Q: 3 clusters Score -2592643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2592667.250000 Penalty: 5028.097656
	Iteration 28Q: 3 clusters Score -2592667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2592708.750000 Penalty: 5028.097656
	Iteration 29Q: 3 clusters Score -2592709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2592740.750000 Penalty: 5028.097656
	Iteration 30Q: 3 clusters Score -2592741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2592756.750000 Penalty: 5028.097656
	Iteration 31Q: 3 clusters Score -2592757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2592781.250000 Penalty: 5028.097656
	Iteration 32Q: 3 clusters Score -2592781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2592790.000000 Penalty: 5028.097656
	Iteration 33Q: 3 clusters Score -2592790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2592805.500000 Penalty: 5028.097656
	Iteration 34Q: 3 clusters Score -2592806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2592811.500000 Penalty: 5028.097656
	Iteration 35Q: 3 clusters Score -2592812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2592817.250000 Penalty: 5028.097656
	Iteration 36Q: 3 clusters Score -2592817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2592829.250000 Penalty: 5028.097656
	Iteration 37Q: 3 clusters Score -2592829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2592831.750000 Penalty: 5028.097656
	Iteration 38Q: 3 clusters Score -2592832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2592835.000000 Penalty: 5028.097656
	Iteration 39Q: 3 clusters Score -2592835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2592836.750000 Penalty: 5028.097656
	Iteration 40F: 3 clusters Score -2592837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2592837.500000 Penalty: 5028.097656
	Iteration 41Q: 3 clusters Score -2592838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2592837.500000 Penalty: 5028.097656
	Iteration 42F: 3 clusters Score -2592838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1004015.625000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1004016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -996413.250000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -996413.2 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -998604.562500 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -998604.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -998903.562500 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -998903.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -999111.000000 Penalty: 4561.737793
	Iteration 3Q: 3 clusters Score -999111 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -999312.125000 Penalty: 4561.737793
	Iteration 4Q: 3 clusters Score -999312.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -999507.250000 Penalty: 4561.737793
	Iteration 5Q: 3 clusters Score -999507.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -999712.437500 Penalty: 4561.737793
	Iteration 6Q: 3 clusters Score -999712.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -999971.625000 Penalty: 4561.737793
	Iteration 7Q: 3 clusters Score -999971.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1000312.875000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1000313 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1000666.250000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1000666 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1001037.187500 Penalty: 4561.737793
	Iteration 10F: 3 clusters Score -1001037 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1001321.937500 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1001322 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1001522.562500 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1001523 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1001676.187500 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1001676 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1001766.000000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1001766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1001817.875000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1001818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1001857.625000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1001858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1001883.687500 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1001884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1001897.937500 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1001898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1001918.875000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1001919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1001934.375000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1001934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1001952.500000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1001952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1001968.437500 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1001968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1001978.875000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1001979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1001990.750000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1001991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1001996.500000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1001996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1002001.437500 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1002001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1002005.062500 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1002005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1002009.750000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1002010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1002010.312500 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1002010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1002012.812500 Penalty: 4561.737793
	Iteration 30Q: 3 clusters Score -1002013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1002015.375000 Penalty: 4561.737793
	Iteration 31Q: 3 clusters Score -1002015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1002014.125000 Penalty: 4561.737793
	Iteration 32Q: 3 clusters Score -1002014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1002014.750000 Penalty: 4561.737793
	Iteration 33Q: 3 clusters Score -1002015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1002018.125000 Penalty: 4561.737793
	Iteration 34Q: 3 clusters Score -1002018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1002020.625000 Penalty: 4561.737793
	Iteration 35Q: 3 clusters Score -1002021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1002026.250000 Penalty: 4561.737793
	Iteration 36Q: 3 clusters Score -1002026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1002033.750000 Penalty: 4561.737793
	Iteration 37Q: 3 clusters Score -1002034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1002039.187500 Penalty: 4561.737793
	Iteration 38Q: 3 clusters Score -1002039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1002043.000000 Penalty: 4561.737793
	Iteration 39Q: 3 clusters Score -1002043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1002046.062500 Penalty: 4561.737793
	Iteration 40F: 3 clusters Score -1002046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1002050.062500 Penalty: 4561.737793
	Iteration 41Q: 3 clusters Score -1002050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1002054.250000 Penalty: 4561.737793
	Iteration 42Q: 3 clusters Score -1002054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1002058.125000 Penalty: 4561.737793
	Iteration 43Q: 3 clusters Score -1002058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1002059.125000 Penalty: 4561.737793
	Iteration 44Q: 3 clusters Score -1002059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1002059.937500 Penalty: 4561.737793
	Iteration 45Q: 3 clusters Score -1002060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1002061.125000 Penalty: 4561.737793
	Iteration 46Q: 3 clusters Score -1002061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1002060.437500 Penalty: 4561.737793
	Iteration 47Q: 3 clusters Score -1002060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1002064.812500 Penalty: 4561.737793
	Iteration 48Q: 3 clusters Score -1002065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1002067.562500 Penalty: 4561.737793
	Iteration 49Q: 3 clusters Score -1002068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1002068.000000 Penalty: 4561.737793
	Iteration 50Q: 3 clusters Score -1002068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1002073.062500 Penalty: 4561.737793
	Iteration 51Q: 3 clusters Score -1002073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1002074.062500 Penalty: 4561.737793
	Iteration 52Q: 3 clusters Score -1002074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1002075.000000 Penalty: 4561.737793
	Iteration 53Q: 3 clusters Score -1002075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1002076.062500 Penalty: 4561.737793
	Iteration 54Q: 3 clusters Score -1002076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1002077.437500 Penalty: 4561.737793
	Iteration 55Q: 3 clusters Score -1002077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1002079.375000 Penalty: 4561.737793
	Iteration 56Q: 3 clusters Score -1002079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1002080.625000 Penalty: 4561.737793
	Iteration 57Q: 3 clusters Score -1002081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1002079.187500 Penalty: 4561.737793
	Iteration 58Q: 3 clusters Score -1002079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1002080.375000 Penalty: 4561.737793
	Iteration 59Q: 3 clusters Score -1002080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1002081.812500 Penalty: 4561.737793
	Iteration 60F: 3 clusters Score -1002082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1002083.687500 Penalty: 4561.737793
	Iteration 61Q: 3 clusters Score -1002084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1002082.562500 Penalty: 4561.737793
	Iteration 62Q: 3 clusters Score -1002083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1002085.937500 Penalty: 4561.737793
	Iteration 63Q: 3 clusters Score -1002086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1002085.687500 Penalty: 4561.737793
	Iteration 64Q: 3 clusters Score -1002086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1002086.312500 Penalty: 4561.737793
	Iteration 65Q: 3 clusters Score -1002086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1002086.250000 Penalty: 4561.737793
	Iteration 66Q: 3 clusters Score -1002086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1002086.250000 Penalty: 4561.737793
	Iteration 67F: 3 clusters Score -1002086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Entering Unmasked Estep 
Score: -1401838.125000 Penalty: 2398.858154
	Iteration 0F: 2 clusters Score -1401838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1390405.500000 Penalty: 4797.716309
	Iteration 0F: 3 clusters Score -1390406 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1394200.625000 Penalty: 4797.716309
	Iteration 1F: 3 clusters Score -1394201 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1394902.875000 Penalty: 4797.716309
	Iteration 2F: 3 clusters Score -1394903 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1395746.375000 Penalty: 4797.716309
	Iteration 3F: 3 clusters Score -1395746 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1396750.500000 Penalty: 4797.716309
	Iteration 4F: 3 clusters Score -1396750 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1397789.375000 Penalty: 4797.716309
	Iteration 5F: 3 clusters Score -1397789 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1398654.000000 Penalty: 4797.716309
	Iteration 6F: 3 clusters Score -1398654 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1399271.875000 Penalty: 4797.716309
	Iteration 7F: 3 clusters Score -1399272 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1399670.125000 Penalty: 4797.716309
	Iteration 8Q: 3 clusters Score -1399670 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1399908.000000 Penalty: 4797.716309
	Iteration 9Q: 3 clusters Score -1399908 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1400081.625000 Penalty: 4797.716309
	Iteration 10Q: 3 clusters Score -1400082 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1400190.000000 Penalty: 4797.716309
	Iteration 11Q: 3 clusters Score -1400190 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1400256.125000 Penalty: 4797.716309
	Iteration 12Q: 3 clusters Score -1400256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1400299.875000 Penalty: 4797.716309
	Iteration 13Q: 3 clusters Score -1400300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1400325.625000 Penalty: 4797.716309
	Iteration 14Q: 3 clusters Score -1400326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1400338.125000 Penalty: 4797.716309
	Iteration 15Q: 3 clusters Score -1400338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1400354.250000 Penalty: 4797.716309
	Iteration 16Q: 3 clusters Score -1400354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1400362.750000 Penalty: 4797.716309
	Iteration 17Q: 3 clusters Score -1400363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1400369.875000 Penalty: 4797.716309
	Iteration 18Q: 3 clusters Score -1400370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1400372.750000 Penalty: 4797.716309
	Iteration 19Q: 3 clusters Score -1400373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1400377.250000 Penalty: 4797.716309
	Iteration 20F: 3 clusters Score -1400377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1400380.750000 Penalty: 4797.716309
	Iteration 21Q: 3 clusters Score -1400381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1400381.625000 Penalty: 4797.716309
	Iteration 22Q: 3 clusters Score -1400382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1400381.375000 Penalty: 4797.716309
	Iteration 23Q: 3 clusters Score -1400381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1400381.625000 Penalty: 4797.716309
	Iteration 24Q: 3 clusters Score -1400382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1400383.125000 Penalty: 4797.716309
	Iteration 25Q: 3 clusters Score -1400383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1400387.125000 Penalty: 4797.716309
	Iteration 26Q: 3 clusters Score -1400387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1400388.625000 Penalty: 4797.716309
	Iteration 27Q: 3 clusters Score -1400389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1400388.375000 Penalty: 4797.716309
	Iteration 28Q: 3 clusters Score -1400388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1400385.875000 Penalty: 4797.716309
	Iteration 29Q: 3 clusters Score -1400386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1400387.750000 Penalty: 4797.716309
	Iteration 30Q: 3 clusters Score -1400388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1400392.750000 Penalty: 4797.716309
	Iteration 31Q: 3 clusters Score -1400393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1400392.625000 Penalty: 4797.716309
	Iteration 32Q: 3 clusters Score -1400393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1400395.000000 Penalty: 4797.716309
	Iteration 33Q: 3 clusters Score -1400395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1400391.000000 Penalty: 4797.716309
	Iteration 34Q: 3 clusters Score -1400391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1400392.500000 Penalty: 4797.716309
	Iteration 35Q: 3 clusters Score -1400392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1400394.125000 Penalty: 4797.716309
	Iteration 36Q: 3 clusters Score -1400394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1400395.625000 Penalty: 4797.716309
	Iteration 37Q: 3 clusters Score -1400396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1400393.750000 Penalty: 4797.716309
	Iteration 38Q: 3 clusters Score -1400394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1400394.750000 Penalty: 4797.716309
	Iteration 39Q: 3 clusters Score -1400395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1400395.625000 Penalty: 4797.716309
	Iteration 40F: 3 clusters Score -1400396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1400396.375000 Penalty: 4797.716309
	Iteration 41Q: 3 clusters Score -1400396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1400396.375000 Penalty: 4797.716309
	Iteration 42F: 3 clusters Score -1400396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -172007.109375 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -172007.1 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 1035 members 
Entering Unmasked Estep 
Score: -169399.187500 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -169399.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -170073.953125 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -170074 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -170287.156250 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -170287.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170420.125000 Penalty: 3781.811035
	Iteration 3F: 3 clusters Score -170420.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -170546.984375 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -170547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -170639.718750 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -170639.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -170717.640625 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -170717.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -170795.125000 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -170795.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -170839.921875 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -170839.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -170879.000000 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -170879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170921.578125 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -170921.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -170958.843750 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -170958.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -170979.796875 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -170979.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -171010.734375 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -171010.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -171033.906250 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -171033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -171050.562500 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -171050.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -171071.515625 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -171071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -171087.718750 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -171087.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -171108.078125 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -171108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -171125.500000 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -171125.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -171144.921875 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -171144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -171156.453125 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -171156.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -171168.671875 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -171168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -171173.250000 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -171173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -171176.109375 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -171176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -171182.906250 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -171182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -171186.515625 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -171186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -171189.640625 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -171189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -171191.140625 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -171191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -171191.140625 Penalty: 3781.811035
	Iteration 29F: 3 clusters Score -171191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -195711.921875 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -195711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193042.687500 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -193042.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -193565.500000 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -193565.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -193860.671875 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -193860.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -194155.125000 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -194155.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -194557.046875 Penalty: 3804.995117
	Iteration 4F: 3 clusters Score -194557 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -194949.984375 Penalty: 3804.995117
	Iteration 5F: 3 clusters Score -194950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -195194.203125 Penalty: 3804.995117
	Iteration 6F: 3 clusters Score -195194.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -195334.406250 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -195334.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -195406.609375 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -195406.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -195482.765625 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -195482.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -195543.984375 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -195544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -195609.593750 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -195609.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -195663.906250 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -195663.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -195702.328125 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -195702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -195725.296875 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -195725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -195747.375000 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -195747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -195768.859375 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -195768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -195797.281250 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -195797.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -195825.156250 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -195825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -195836.265625 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -195836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -195844.656250 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -195844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -195851.140625 Penalty: 3804.995117
	Iteration 21Q: 3 clusters Score -195851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -195864.718750 Penalty: 3804.995117
	Iteration 22Q: 3 clusters Score -195864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -195871.578125 Penalty: 3804.995117
	Iteration 23Q: 3 clusters Score -195871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -195879.109375 Penalty: 3804.995117
	Iteration 24Q: 3 clusters Score -195879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -195885.171875 Penalty: 3804.995117
	Iteration 25Q: 3 clusters Score -195885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -195885.687500 Penalty: 3804.995117
	Iteration 26Q: 3 clusters Score -195885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -195887.140625 Penalty: 3804.995117
	Iteration 27Q: 3 clusters Score -195887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -195889.359375 Penalty: 3804.995117
	Iteration 28Q: 3 clusters Score -195889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -195889.359375 Penalty: 3804.995117
	Iteration 29F: 3 clusters Score -195889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98694 members 
Mstep: Class 30 contains 11192 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Mstep: Class 42 contains 1542 members 
Entering Unmasked Estep 
Score: -58951768.000000 Penalty: 139028.390625
Splitting cluster 22 changes total score from -58953120.000000 to -58951768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (16300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Entering Unmasked Estep 
Score: -1507607.500000 Penalty: 2405.332275
	Iteration 0F: 2 clusters Score -1507608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1495878.625000 Penalty: 4810.664551
	Iteration 0F: 3 clusters Score -1495879 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1499994.625000 Penalty: 4810.664551
	Iteration 1F: 3 clusters Score -1499995 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1500566.500000 Penalty: 4810.664551
	Iteration 2F: 3 clusters Score -1500566 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1501174.500000 Penalty: 4810.664551
	Iteration 3F: 3 clusters Score -1501174 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1501865.375000 Penalty: 4810.664551
	Iteration 4F: 3 clusters Score -1501865 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1502565.750000 Penalty: 4810.664551
	Iteration 5F: 3 clusters Score -1502566 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1503234.125000 Penalty: 4810.664551
	Iteration 6F: 3 clusters Score -1503234 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1503833.750000 Penalty: 4810.664551
	Iteration 7F: 3 clusters Score -1503834 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1504336.500000 Penalty: 4810.664551
	Iteration 8Q: 3 clusters Score -1504336 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1504709.000000 Penalty: 4810.664551
	Iteration 9Q: 3 clusters Score -1504709 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1504917.000000 Penalty: 4810.664551
	Iteration 10Q: 3 clusters Score -1504917 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1505028.125000 Penalty: 4810.664551
	Iteration 11Q: 3 clusters Score -1505028 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1505091.500000 Penalty: 4810.664551
	Iteration 12Q: 3 clusters Score -1505092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1505141.125000 Penalty: 4810.664551
	Iteration 13Q: 3 clusters Score -1505141 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1505180.750000 Penalty: 4810.664551
	Iteration 14Q: 3 clusters Score -1505181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1505213.000000 Penalty: 4810.664551
	Iteration 15Q: 3 clusters Score -1505213 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1505241.500000 Penalty: 4810.664551
	Iteration 16Q: 3 clusters Score -1505242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1505255.625000 Penalty: 4810.664551
	Iteration 17Q: 3 clusters Score -1505256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1505267.875000 Penalty: 4810.664551
	Iteration 18Q: 3 clusters Score -1505268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1505266.625000 Penalty: 4810.664551
	Iteration 19Q: 3 clusters Score -1505267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1505287.125000 Penalty: 4810.664551
	Iteration 20F: 3 clusters Score -1505287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1505286.125000 Penalty: 4810.664551
	Iteration 21Q: 3 clusters Score -1505286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1505292.625000 Penalty: 4810.664551
	Iteration 22Q: 3 clusters Score -1505293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1505301.375000 Penalty: 4810.664551
	Iteration 23Q: 3 clusters Score -1505301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1505309.000000 Penalty: 4810.664551
	Iteration 24Q: 3 clusters Score -1505309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1505313.375000 Penalty: 4810.664551
	Iteration 25Q: 3 clusters Score -1505313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1505319.250000 Penalty: 4810.664551
	Iteration 26Q: 3 clusters Score -1505319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1505324.875000 Penalty: 4810.664551
	Iteration 27Q: 3 clusters Score -1505325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1505329.125000 Penalty: 4810.664551
	Iteration 28Q: 3 clusters Score -1505329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1505334.125000 Penalty: 4810.664551
	Iteration 29Q: 3 clusters Score -1505334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1505333.125000 Penalty: 4810.664551
	Iteration 30Q: 3 clusters Score -1505333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1505337.500000 Penalty: 4810.664551
	Iteration 31Q: 3 clusters Score -1505338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1505340.625000 Penalty: 4810.664551
	Iteration 32Q: 3 clusters Score -1505341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1505347.750000 Penalty: 4810.664551
	Iteration 33Q: 3 clusters Score -1505348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1505346.125000 Penalty: 4810.664551
	Iteration 34Q: 3 clusters Score -1505346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1505349.500000 Penalty: 4810.664551
	Iteration 35Q: 3 clusters Score -1505350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1505351.750000 Penalty: 4810.664551
	Iteration 36Q: 3 clusters Score -1505352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1505356.500000 Penalty: 4810.664551
	Iteration 37Q: 3 clusters Score -1505356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1505356.250000 Penalty: 4810.664551
	Iteration 38Q: 3 clusters Score -1505356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1505360.250000 Penalty: 4810.664551
	Iteration 39Q: 3 clusters Score -1505360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1505360.875000 Penalty: 4810.664551
	Iteration 40F: 3 clusters Score -1505361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1505365.625000 Penalty: 4810.664551
	Iteration 41Q: 3 clusters Score -1505366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1505361.000000 Penalty: 4810.664551
	Iteration 42Q: 3 clusters Score -1505361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1505365.500000 Penalty: 4810.664551
	Iteration 43Q: 3 clusters Score -1505366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1505366.250000 Penalty: 4810.664551
	Iteration 44Q: 3 clusters Score -1505366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1505363.375000 Penalty: 4810.664551
	Iteration 45Q: 3 clusters Score -1505363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1505366.375000 Penalty: 4810.664551
	Iteration 46Q: 3 clusters Score -1505366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1505366.625000 Penalty: 4810.664551
	Iteration 47Q: 3 clusters Score -1505367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1505369.500000 Penalty: 4810.664551
	Iteration 48Q: 3 clusters Score -1505370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1505369.250000 Penalty: 4810.664551
	Iteration 49Q: 3 clusters Score -1505369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1505373.750000 Penalty: 4810.664551
	Iteration 50Q: 3 clusters Score -1505374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1505372.250000 Penalty: 4810.664551
	Iteration 51Q: 3 clusters Score -1505372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1505373.875000 Penalty: 4810.664551
	Iteration 52Q: 3 clusters Score -1505374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1505375.875000 Penalty: 4810.664551
	Iteration 53Q: 3 clusters Score -1505376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1505376.125000 Penalty: 4810.664551
	Iteration 54Q: 3 clusters Score -1505376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1505379.250000 Penalty: 4810.664551
	Iteration 55Q: 3 clusters Score -1505379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1505376.625000 Penalty: 4810.664551
	Iteration 56Q: 3 clusters Score -1505377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1505379.875000 Penalty: 4810.664551
	Iteration 57Q: 3 clusters Score -1505380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1505381.875000 Penalty: 4810.664551
	Iteration 58Q: 3 clusters Score -1505382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1505382.000000 Penalty: 4810.664551
	Iteration 59Q: 3 clusters Score -1505382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1505382.000000 Penalty: 4810.664551
	Iteration 60F: 3 clusters Score -1505382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1505386.625000 Penalty: 4810.664551
	Iteration 61Q: 3 clusters Score -1505387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1505385.375000 Penalty: 4810.664551
	Iteration 62Q: 3 clusters Score -1505385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1505387.625000 Penalty: 4810.664551
	Iteration 63Q: 3 clusters Score -1505388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1505386.250000 Penalty: 4810.664551
	Iteration 64Q: 3 clusters Score -1505386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1505389.625000 Penalty: 4810.664551
	Iteration 65Q: 3 clusters Score -1505390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1505389.375000 Penalty: 4810.664551
	Iteration 66Q: 3 clusters Score -1505389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1505392.375000 Penalty: 4810.664551
	Iteration 67Q: 3 clusters Score -1505392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1505393.000000 Penalty: 4810.664551
	Iteration 68Q: 3 clusters Score -1505393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1505391.000000 Penalty: 4810.664551
	Iteration 69Q: 3 clusters Score -1505391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1505393.375000 Penalty: 4810.664551
	Iteration 70Q: 3 clusters Score -1505393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1505391.375000 Penalty: 4810.664551
	Iteration 71Q: 3 clusters Score -1505391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1505392.875000 Penalty: 4810.664551
	Iteration 72Q: 3 clusters Score -1505393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1505398.375000 Penalty: 4810.664551
	Iteration 73Q: 3 clusters Score -1505398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1505396.375000 Penalty: 4810.664551
	Iteration 74Q: 3 clusters Score -1505396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1505398.250000 Penalty: 4810.664551
	Iteration 75Q: 3 clusters Score -1505398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1505399.125000 Penalty: 4810.664551
	Iteration 76Q: 3 clusters Score -1505399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1505403.500000 Penalty: 4810.664551
	Iteration 77Q: 3 clusters Score -1505404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1505405.375000 Penalty: 4810.664551
	Iteration 78Q: 3 clusters Score -1505405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1505406.750000 Penalty: 4810.664551
	Iteration 79Q: 3 clusters Score -1505407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1505408.375000 Penalty: 4810.664551
	Iteration 80F: 3 clusters Score -1505408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1505410.000000 Penalty: 4810.664551
	Iteration 81Q: 3 clusters Score -1505410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1505417.125000 Penalty: 4810.664551
	Iteration 82Q: 3 clusters Score -1505417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1505423.250000 Penalty: 4810.664551
	Iteration 83Q: 3 clusters Score -1505423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1505420.625000 Penalty: 4810.664551
	Iteration 84Q: 3 clusters Score -1505421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1505425.250000 Penalty: 4810.664551
	Iteration 85Q: 3 clusters Score -1505425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1505426.500000 Penalty: 4810.664551
	Iteration 86Q: 3 clusters Score -1505426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1505430.000000 Penalty: 4810.664551
	Iteration 87Q: 3 clusters Score -1505430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1505431.875000 Penalty: 4810.664551
	Iteration 88Q: 3 clusters Score -1505432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1505435.250000 Penalty: 4810.664551
	Iteration 89Q: 3 clusters Score -1505435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1505439.750000 Penalty: 4810.664551
	Iteration 90Q: 3 clusters Score -1505440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1505437.500000 Penalty: 4810.664551
	Iteration 91Q: 3 clusters Score -1505438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1505440.875000 Penalty: 4810.664551
	Iteration 92Q: 3 clusters Score -1505441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1505441.500000 Penalty: 4810.664551
	Iteration 93Q: 3 clusters Score -1505442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1505442.125000 Penalty: 4810.664551
	Iteration 94Q: 3 clusters Score -1505442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1505443.000000 Penalty: 4810.664551
	Iteration 95Q: 3 clusters Score -1505443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1505444.500000 Penalty: 4810.664551
	Iteration 96Q: 3 clusters Score -1505444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1505444.250000 Penalty: 4810.664551
	Iteration 97Q: 3 clusters Score -1505444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1505448.500000 Penalty: 4810.664551
	Iteration 98Q: 3 clusters Score -1505448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1505447.875000 Penalty: 4810.664551
	Iteration 99Q: 3 clusters Score -1505448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1505448.625000 Penalty: 4810.664551
	Iteration 100F: 3 clusters Score -1505449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1505446.750000 Penalty: 4810.664551
	Iteration 101Q: 3 clusters Score -1505447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1505446.875000 Penalty: 4810.664551
	Iteration 102Q: 3 clusters Score -1505447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1505448.000000 Penalty: 4810.664551
	Iteration 103Q: 3 clusters Score -1505448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1505446.875000 Penalty: 4810.664551
	Iteration 104Q: 3 clusters Score -1505447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1505450.750000 Penalty: 4810.664551
	Iteration 105Q: 3 clusters Score -1505451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1505448.750000 Penalty: 4810.664551
	Iteration 106Q: 3 clusters Score -1505449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1505449.750000 Penalty: 4810.664551
	Iteration 107Q: 3 clusters Score -1505450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1505449.375000 Penalty: 4810.664551
	Iteration 108Q: 3 clusters Score -1505449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1505452.375000 Penalty: 4810.664551
	Iteration 109Q: 3 clusters Score -1505452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1505454.250000 Penalty: 4810.664551
	Iteration 110Q: 3 clusters Score -1505454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1505454.000000 Penalty: 4810.664551
	Iteration 111Q: 3 clusters Score -1505454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1505453.000000 Penalty: 4810.664551
	Iteration 112Q: 3 clusters Score -1505453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1505453.000000 Penalty: 4810.664551
	Iteration 113Q: 3 clusters Score -1505453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1505454.000000 Penalty: 4810.664551
	Iteration 114Q: 3 clusters Score -1505454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1505456.375000 Penalty: 4810.664551
	Iteration 115Q: 3 clusters Score -1505456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1505455.625000 Penalty: 4810.664551
	Iteration 116Q: 3 clusters Score -1505456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1505456.125000 Penalty: 4810.664551
	Iteration 117Q: 3 clusters Score -1505456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1505455.625000 Penalty: 4810.664551
	Iteration 118Q: 3 clusters Score -1505456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1505458.000000 Penalty: 4810.664551
	Iteration 119Q: 3 clusters Score -1505458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1505458.000000 Penalty: 4810.664551
	Iteration 120F: 3 clusters Score -1505458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -517043.656250 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -517043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -512131.906250 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -512131.9 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -513783.500000 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -513783.5 nChanged 553
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: -514341.000000 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -514341 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -514772.218750 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -514772.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -515131.687500 Penalty: 4289.343750
	Iteration 4F: 3 clusters Score -515131.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -515417.656250 Penalty: 4289.343750
	Iteration 5F: 3 clusters Score -515417.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -515630.531250 Penalty: 4289.343750
	Iteration 6Q: 3 clusters Score -515630.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -515802.187500 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -515802.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -515954.500000 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -515954.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -516079.156250 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -516079.2 nChanged 119
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: -516155.218750 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -516155.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -516201.687500 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -516201.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -516237.062500 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -516237.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -516265.281250 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -516265.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -516290.062500 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -516290.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -516319.343750 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -516319.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -516353.750000 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -516353.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -516382.187500 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -516382.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -516407.000000 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -516407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -516429.906250 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -516429.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -516442.656250 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -516442.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -516457.843750 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -516457.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -516473.906250 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -516473.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -516491.687500 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -516491.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -516504.687500 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -516504.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -516515.125000 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -516515.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -516522.406250 Penalty: 4289.343750
	Iteration 26Q: 3 clusters Score -516522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -516526.562500 Penalty: 4289.343750
	Iteration 27Q: 3 clusters Score -516526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -516529.250000 Penalty: 4289.343750
	Iteration 28Q: 3 clusters Score -516529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -516531.375000 Penalty: 4289.343750
	Iteration 29Q: 3 clusters Score -516531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -516534.468750 Penalty: 4289.343750
	Iteration 30Q: 3 clusters Score -516534.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -516538.031250 Penalty: 4289.343750
	Iteration 31Q: 3 clusters Score -516538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -516540.187500 Penalty: 4289.343750
	Iteration 32Q: 3 clusters Score -516540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -516545.312500 Penalty: 4289.343750
	Iteration 33Q: 3 clusters Score -516545.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -516551.718750 Penalty: 4289.343750
	Iteration 34Q: 3 clusters Score -516551.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -516558.000000 Penalty: 4289.343750
	Iteration 35Q: 3 clusters Score -516558 nChanged 17
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: -516564.156250 Penalty: 4289.343750
	Iteration 36Q: 3 clusters Score -516564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -516567.406250 Penalty: 4289.343750
	Iteration 37Q: 3 clusters Score -516567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -516567.718750 Penalty: 4289.343750
	Iteration 38Q: 3 clusters Score -516567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -516569.843750 Penalty: 4289.343750
	Iteration 39Q: 3 clusters Score -516569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -516571.437500 Penalty: 4289.343750
	Iteration 40F: 3 clusters Score -516571.4 nChanged 1
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: -516571.656250 Penalty: 4289.343750
	Iteration 41Q: 3 clusters Score -516571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -516571.593750 Penalty: 4289.343750
	Iteration 42Q: 3 clusters Score -516571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -516571.593750 Penalty: 4289.343750
	Iteration 43F: 3 clusters Score -516571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Entering Unmasked Estep 
Score: -1561212.750000 Penalty: 2395.049805
	Iteration 0F: 2 clusters Score -1561213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1549966.625000 Penalty: 4790.099609
	Iteration 0F: 3 clusters Score -1549967 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1553622.750000 Penalty: 4790.099609
	Iteration 1F: 3 clusters Score -1553623 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1554026.750000 Penalty: 4790.099609
	Iteration 2F: 3 clusters Score -1554027 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1554391.375000 Penalty: 4790.099609
	Iteration 3F: 3 clusters Score -1554391 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1554776.125000 Penalty: 4790.099609
	Iteration 4F: 3 clusters Score -1554776 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1555216.875000 Penalty: 4790.099609
	Iteration 5F: 3 clusters Score -1555217 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1555748.000000 Penalty: 4790.099609
	Iteration 6F: 3 clusters Score -1555748 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1556335.000000 Penalty: 4790.099609
	Iteration 7F: 3 clusters Score -1556335 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1556943.000000 Penalty: 4790.099609
	Iteration 8F: 3 clusters Score -1556943 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1557488.125000 Penalty: 4790.099609
	Iteration 9Q: 3 clusters Score -1557488 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1557946.750000 Penalty: 4790.099609
	Iteration 10Q: 3 clusters Score -1557947 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1558306.500000 Penalty: 4790.099609
	Iteration 11Q: 3 clusters Score -1558306 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1558580.375000 Penalty: 4790.099609
	Iteration 12Q: 3 clusters Score -1558580 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1558759.000000 Penalty: 4790.099609
	Iteration 13Q: 3 clusters Score -1558759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1558865.125000 Penalty: 4790.099609
	Iteration 14Q: 3 clusters Score -1558865 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1558957.375000 Penalty: 4790.099609
	Iteration 15Q: 3 clusters Score -1558957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1559016.375000 Penalty: 4790.099609
	Iteration 16Q: 3 clusters Score -1559016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1559049.500000 Penalty: 4790.099609
	Iteration 17Q: 3 clusters Score -1559050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1559076.625000 Penalty: 4790.099609
	Iteration 18Q: 3 clusters Score -1559077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1559092.500000 Penalty: 4790.099609
	Iteration 19Q: 3 clusters Score -1559092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1559102.125000 Penalty: 4790.099609
	Iteration 20F: 3 clusters Score -1559102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1559110.625000 Penalty: 4790.099609
	Iteration 21Q: 3 clusters Score -1559111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1559122.125000 Penalty: 4790.099609
	Iteration 22Q: 3 clusters Score -1559122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1559128.500000 Penalty: 4790.099609
	Iteration 23Q: 3 clusters Score -1559128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1559137.125000 Penalty: 4790.099609
	Iteration 24Q: 3 clusters Score -1559137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1559145.000000 Penalty: 4790.099609
	Iteration 25Q: 3 clusters Score -1559145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1559153.250000 Penalty: 4790.099609
	Iteration 26Q: 3 clusters Score -1559153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1559159.750000 Penalty: 4790.099609
	Iteration 27Q: 3 clusters Score -1559160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1559165.875000 Penalty: 4790.099609
	Iteration 28Q: 3 clusters Score -1559166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1559166.125000 Penalty: 4790.099609
	Iteration 29Q: 3 clusters Score -1559166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1559175.250000 Penalty: 4790.099609
	Iteration 30Q: 3 clusters Score -1559175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1559179.500000 Penalty: 4790.099609
	Iteration 31Q: 3 clusters Score -1559180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1559184.000000 Penalty: 4790.099609
	Iteration 32Q: 3 clusters Score -1559184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1559187.250000 Penalty: 4790.099609
	Iteration 33Q: 3 clusters Score -1559187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1559194.750000 Penalty: 4790.099609
	Iteration 34Q: 3 clusters Score -1559195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1559195.500000 Penalty: 4790.099609
	Iteration 35Q: 3 clusters Score -1559196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1559195.500000 Penalty: 4790.099609
	Iteration 36F: 3 clusters Score -1559196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -348113.937500 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -348113.9 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 1631 members 
Entering Unmasked Estep 
Score: -344561.218750 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -344561.2 nChanged 1266
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: -345303.968750 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -345304 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -345485.812500 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -345485.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -345620.187500 Penalty: 4039.040527
	Iteration 3Q: 3 clusters Score -345620.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -345720.656250 Penalty: 4039.040527
	Iteration 4Q: 3 clusters Score -345720.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -345811.031250 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -345811 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -345902.218750 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -345902.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -345969.750000 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -345969.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -346018.375000 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -346018.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -346060.968750 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -346061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -346099.906250 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -346099.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -346131.406250 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -346131.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -346161.093750 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -346161.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -346185.656250 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -346185.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -346209.500000 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -346209.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -346230.000000 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -346230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -346244.812500 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -346244.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -346256.656250 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -346256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -346264.468750 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -346264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -346271.687500 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -346271.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -346278.031250 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -346278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -346288.343750 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -346288.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -346295.843750 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -346295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -346301.000000 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -346301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -346306.593750 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -346306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -346314.187500 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -346314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -346319.750000 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -346319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -346322.781250 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -346322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -346327.718750 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -346327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -346330.375000 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -346330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -346334.781250 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -346334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -346337.125000 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -346337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -346338.968750 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -346339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -346343.250000 Penalty: 4039.040527
	Iteration 33Q: 3 clusters Score -346343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -346347.468750 Penalty: 4039.040527
	Iteration 34Q: 3 clusters Score -346347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -346352.406250 Penalty: 4039.040527
	Iteration 35Q: 3 clusters Score -346352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -346359.562500 Penalty: 4039.040527
	Iteration 36Q: 3 clusters Score -346359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -346364.250000 Penalty: 4039.040527
	Iteration 37Q: 3 clusters Score -346364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -346369.625000 Penalty: 4039.040527
	Iteration 38Q: 3 clusters Score -346369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -346375.000000 Penalty: 4039.040527
	Iteration 39Q: 3 clusters Score -346375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -346376.312500 Penalty: 4039.040527
	Iteration 40F: 3 clusters Score -346376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -346378.687500 Penalty: 4039.040527
	Iteration 41Q: 3 clusters Score -346378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -346381.062500 Penalty: 4039.040527
	Iteration 42Q: 3 clusters Score -346381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -346382.625000 Penalty: 4039.040527
	Iteration 43Q: 3 clusters Score -346382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -346384.062500 Penalty: 4039.040527
	Iteration 44Q: 3 clusters Score -346384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -346384.093750 Penalty: 4039.040527
	Iteration 45Q: 3 clusters Score -346384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -346384.093750 Penalty: 4039.040527
	Iteration 46F: 3 clusters Score -346384.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -125895.640625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -125895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123712.578125 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -123712.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -124066.140625 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -124066.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124191.359375 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -124191.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -124260.367188 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -124260.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124295.593750 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -124295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -124306.570312 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -124306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124315.460938 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -124315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -124332.226562 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -124332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -124339.468750 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -124339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124344.007812 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -124344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124344.562500 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -124344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124344.562500 Penalty: 3567.322266
	Iteration 11F: 3 clusters Score -124344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Entering Unmasked Estep 
Score: -818636.312500 Penalty: 2255.570312
	Iteration 0F: 2 clusters Score -818636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -811679.375000 Penalty: 4511.140625
	Iteration 0F: 3 clusters Score -811679.4 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -813688.250000 Penalty: 4511.140625
	Iteration 1F: 3 clusters Score -813688.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -814129.375000 Penalty: 4511.140625
	Iteration 2F: 3 clusters Score -814129.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -814555.875000 Penalty: 4511.140625
	Iteration 3F: 3 clusters Score -814555.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -814978.062500 Penalty: 4511.140625
	Iteration 4F: 3 clusters Score -814978.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -815414.250000 Penalty: 4511.140625
	Iteration 5F: 3 clusters Score -815414.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -815826.437500 Penalty: 4511.140625
	Iteration 6F: 3 clusters Score -815826.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -816267.437500 Penalty: 4511.140625
	Iteration 7F: 3 clusters Score -816267.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -816648.937500 Penalty: 4511.140625
	Iteration 8Q: 3 clusters Score -816648.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -816930.562500 Penalty: 4511.140625
	Iteration 9Q: 3 clusters Score -816930.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -817144.687500 Penalty: 4511.140625
	Iteration 10Q: 3 clusters Score -817144.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -817332.437500 Penalty: 4511.140625
	Iteration 11Q: 3 clusters Score -817332.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -817469.625000 Penalty: 4511.140625
	Iteration 12Q: 3 clusters Score -817469.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -817589.437500 Penalty: 4511.140625
	Iteration 13Q: 3 clusters Score -817589.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -817703.562500 Penalty: 4511.140625
	Iteration 14Q: 3 clusters Score -817703.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -817788.937500 Penalty: 4511.140625
	Iteration 15Q: 3 clusters Score -817788.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -817849.375000 Penalty: 4511.140625
	Iteration 16Q: 3 clusters Score -817849.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -817904.062500 Penalty: 4511.140625
	Iteration 17Q: 3 clusters Score -817904.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -817947.812500 Penalty: 4511.140625
	Iteration 18Q: 3 clusters Score -817947.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -817993.437500 Penalty: 4511.140625
	Iteration 19Q: 3 clusters Score -817993.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -818036.625000 Penalty: 4511.140625
	Iteration 20F: 3 clusters Score -818036.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -818099.062500 Penalty: 4511.140625
	Iteration 21Q: 3 clusters Score -818099.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -818162.937500 Penalty: 4511.140625
	Iteration 22Q: 3 clusters Score -818162.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -818233.375000 Penalty: 4511.140625
	Iteration 23Q: 3 clusters Score -818233.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -818291.250000 Penalty: 4511.140625
	Iteration 24Q: 3 clusters Score -818291.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -818333.875000 Penalty: 4511.140625
	Iteration 25Q: 3 clusters Score -818333.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -818358.312500 Penalty: 4511.140625
	Iteration 26Q: 3 clusters Score -818358.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -818371.625000 Penalty: 4511.140625
	Iteration 27Q: 3 clusters Score -818371.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -818379.125000 Penalty: 4511.140625
	Iteration 28Q: 3 clusters Score -818379.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -818384.437500 Penalty: 4511.140625
	Iteration 29Q: 3 clusters Score -818384.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -818389.000000 Penalty: 4511.140625
	Iteration 30Q: 3 clusters Score -818389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -818395.500000 Penalty: 4511.140625
	Iteration 31Q: 3 clusters Score -818395.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -818400.750000 Penalty: 4511.140625
	Iteration 32Q: 3 clusters Score -818400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -818405.687500 Penalty: 4511.140625
	Iteration 33Q: 3 clusters Score -818405.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -818407.875000 Penalty: 4511.140625
	Iteration 34Q: 3 clusters Score -818407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -818412.375000 Penalty: 4511.140625
	Iteration 35Q: 3 clusters Score -818412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -818414.437500 Penalty: 4511.140625
	Iteration 36Q: 3 clusters Score -818414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -818417.500000 Penalty: 4511.140625
	Iteration 37Q: 3 clusters Score -818417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -818418.500000 Penalty: 4511.140625
	Iteration 38Q: 3 clusters Score -818418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -818419.187500 Penalty: 4511.140625
	Iteration 39Q: 3 clusters Score -818419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -818420.625000 Penalty: 4511.140625
	Iteration 40F: 3 clusters Score -818420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -818421.187500 Penalty: 4511.140625
	Iteration 41Q: 3 clusters Score -818421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -818420.937500 Penalty: 4511.140625
	Iteration 42Q: 3 clusters Score -818420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -818421.187500 Penalty: 4511.140625
	Iteration 43Q: 3 clusters Score -818421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -818422.250000 Penalty: 4511.140625
	Iteration 44Q: 3 clusters Score -818422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -818422.875000 Penalty: 4511.140625
	Iteration 45Q: 3 clusters Score -818422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -818422.687500 Penalty: 4511.140625
	Iteration 46Q: 3 clusters Score -818422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -818422.687500 Penalty: 4511.140625
	Iteration 47F: 3 clusters Score -818422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (98694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Entering Unmasked Estep 
Score: -9596554.000000 Penalty: 2851.945312
	Iteration 0F: 2 clusters Score -9596554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9530438.000000 Penalty: 5703.890625
	Iteration 0F: 3 clusters Score -9530438 nChanged 46591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -9557461.000000 Penalty: 5703.890625
	Iteration 1F: 3 clusters Score -9557461 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -9558728.000000 Penalty: 5703.890625
	Iteration 2Q: 3 clusters Score -9558728 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -9560375.000000 Penalty: 5703.890625
	Iteration 3Q: 3 clusters Score -9560375 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -9563020.000000 Penalty: 5703.890625
	Iteration 4F: 3 clusters Score -9563020 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -9566694.000000 Penalty: 5703.890625
	Iteration 5F: 3 clusters Score -9566694 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -9570897.000000 Penalty: 5703.890625
	Iteration 6F: 3 clusters Score -9570897 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -9574897.000000 Penalty: 5703.890625
	Iteration 7F: 3 clusters Score -9574897 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -9578296.000000 Penalty: 5703.890625
	Iteration 8F: 3 clusters Score -9578296 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -9581160.000000 Penalty: 5703.890625
	Iteration 9Q: 3 clusters Score -9581160 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -9583568.000000 Penalty: 5703.890625
	Iteration 10Q: 3 clusters Score -9583568 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -9585538.000000 Penalty: 5703.890625
	Iteration 11Q: 3 clusters Score -9585538 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -9587029.000000 Penalty: 5703.890625
	Iteration 12Q: 3 clusters Score -9587029 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -9588130.000000 Penalty: 5703.890625
	Iteration 13Q: 3 clusters Score -9588130 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -9588899.000000 Penalty: 5703.890625
	Iteration 14Q: 3 clusters Score -9588899 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -9589642.000000 Penalty: 5703.890625
	Iteration 15Q: 3 clusters Score -9589642 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -9590212.000000 Penalty: 5703.890625
	Iteration 16Q: 3 clusters Score -9590212 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -9590679.000000 Penalty: 5703.890625
	Iteration 17Q: 3 clusters Score -9590679 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -9591104.000000 Penalty: 5703.890625
	Iteration 18Q: 3 clusters Score -9591104 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -9591487.000000 Penalty: 5703.890625
	Iteration 19Q: 3 clusters Score -9591487 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -9591853.000000 Penalty: 5703.890625
	Iteration 20F: 3 clusters Score -9591853 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -9592196.000000 Penalty: 5703.890625
	Iteration 21Q: 3 clusters Score -9592196 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -9592536.000000 Penalty: 5703.890625
	Iteration 22Q: 3 clusters Score -9592536 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -9592829.000000 Penalty: 5703.890625
	Iteration 23Q: 3 clusters Score -9592829 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -9593100.000000 Penalty: 5703.890625
	Iteration 24Q: 3 clusters Score -9593100 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -9593328.000000 Penalty: 5703.890625
	Iteration 25Q: 3 clusters Score -9593328 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -9593480.000000 Penalty: 5703.890625
	Iteration 26Q: 3 clusters Score -9593480 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -9593643.000000 Penalty: 5703.890625
	Iteration 27Q: 3 clusters Score -9593643 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -9593711.000000 Penalty: 5703.890625
	Iteration 28Q: 3 clusters Score -9593711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -9593784.000000 Penalty: 5703.890625
	Iteration 29Q: 3 clusters Score -9593784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -9593851.000000 Penalty: 5703.890625
	Iteration 30Q: 3 clusters Score -9593851 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -9593897.000000 Penalty: 5703.890625
	Iteration 31Q: 3 clusters Score -9593897 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -9593910.000000 Penalty: 5703.890625
	Iteration 32Q: 3 clusters Score -9593910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -9593948.000000 Penalty: 5703.890625
	Iteration 33Q: 3 clusters Score -9593948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -9593983.000000 Penalty: 5703.890625
	Iteration 34Q: 3 clusters Score -9593983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -9593989.000000 Penalty: 5703.890625
	Iteration 35Q: 3 clusters Score -9593989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -9594010.000000 Penalty: 5703.890625
	Iteration 36Q: 3 clusters Score -9594010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -9594035.000000 Penalty: 5703.890625
	Iteration 37Q: 3 clusters Score -9594035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -9594042.000000 Penalty: 5703.890625
	Iteration 38Q: 3 clusters Score -9594042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -9594051.000000 Penalty: 5703.890625
	Iteration 39Q: 3 clusters Score -9594051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -9594068.000000 Penalty: 5703.890625
	Iteration 40F: 3 clusters Score -9594068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -9594075.000000 Penalty: 5703.890625
	Iteration 41Q: 3 clusters Score -9594075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -9594063.000000 Penalty: 5703.890625
	Iteration 42Q: 3 clusters Score -9594063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -9594076.000000 Penalty: 5703.890625
	Iteration 43Q: 3 clusters Score -9594076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -9594081.000000 Penalty: 5703.890625
	Iteration 44Q: 3 clusters Score -9594081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -9594078.000000 Penalty: 5703.890625
	Iteration 45Q: 3 clusters Score -9594078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -9594076.000000 Penalty: 5703.890625
	Iteration 46Q: 3 clusters Score -9594076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -9594086.000000 Penalty: 5703.890625
	Iteration 47Q: 3 clusters Score -9594086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -9594090.000000 Penalty: 5703.890625
	Iteration 48Q: 3 clusters Score -9594090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -9594089.000000 Penalty: 5703.890625
	Iteration 49Q: 3 clusters Score -9594089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -9594088.000000 Penalty: 5703.890625
	Iteration 50Q: 3 clusters Score -9594088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -9594084.000000 Penalty: 5703.890625
	Iteration 51Q: 3 clusters Score -9594084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -9594088.000000 Penalty: 5703.890625
	Iteration 52Q: 3 clusters Score -9594088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -9594089.000000 Penalty: 5703.890625
	Iteration 53Q: 3 clusters Score -9594089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -9594086.000000 Penalty: 5703.890625
	Iteration 54Q: 3 clusters Score -9594086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -9594084.000000 Penalty: 5703.890625
	Iteration 55Q: 3 clusters Score -9594084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -9594091.000000 Penalty: 5703.890625
	Iteration 56Q: 3 clusters Score -9594091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -9594089.000000 Penalty: 5703.890625
	Iteration 57Q: 3 clusters Score -9594089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -9594091.000000 Penalty: 5703.890625
	Iteration 58Q: 3 clusters Score -9594091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -9594092.000000 Penalty: 5703.890625
	Iteration 59Q: 3 clusters Score -9594092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -9594092.000000 Penalty: 5703.890625
	Iteration 60F: 3 clusters Score -9594092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -1109707.625000 Penalty: 2312.092529
	Iteration 0F: 2 clusters Score -1109708 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 5600 members 
Entering Unmasked Estep 
Score: -1101255.000000 Penalty: 4624.185059
	Iteration 0F: 3 clusters Score -1101255 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1103800.375000 Penalty: 4624.185059
	Iteration 1F: 3 clusters Score -1103800 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1104182.250000 Penalty: 4624.185059
	Iteration 2F: 3 clusters Score -1104182 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1104497.500000 Penalty: 4624.185059
	Iteration 3F: 3 clusters Score -1104498 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1104807.625000 Penalty: 4624.185059
	Iteration 4F: 3 clusters Score -1104808 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1105094.750000 Penalty: 4624.185059
	Iteration 5Q: 3 clusters Score -1105095 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1105422.625000 Penalty: 4624.185059
	Iteration 6Q: 3 clusters Score -1105423 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1105715.625000 Penalty: 4624.185059
	Iteration 7Q: 3 clusters Score -1105716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1106021.500000 Penalty: 4624.185059
	Iteration 8Q: 3 clusters Score -1106022 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1106352.375000 Penalty: 4624.185059
	Iteration 9Q: 3 clusters Score -1106352 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1106722.875000 Penalty: 4624.185059
	Iteration 10Q: 3 clusters Score -1106723 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1107416.375000 Penalty: 4624.185059
	Iteration 11Q: 3 clusters Score -1107416 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1108588.875000 Penalty: 4624.185059
	Iteration 12Q: 3 clusters Score -1108589 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1109081.375000 Penalty: 4624.185059
	Iteration 13Q: 3 clusters Score -1109081 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1109305.875000 Penalty: 4624.185059
	Iteration 14Q: 3 clusters Score -1109306 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1109473.750000 Penalty: 4624.185059
	Iteration 15Q: 3 clusters Score -1109474 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1109614.750000 Penalty: 4624.185059
	Iteration 16Q: 3 clusters Score -1109615 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1109784.625000 Penalty: 4624.185059
	Iteration 17Q: 3 clusters Score -1109785 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1110013.125000 Penalty: 4624.185059
	Iteration 18Q: 3 clusters Score -1110013 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1110347.375000 Penalty: 4624.185059
	Iteration 19Q: 3 clusters Score -1110347 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1110787.875000 Penalty: 4624.185059
	Iteration 20F: 3 clusters Score -1110788 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1111696.625000 Penalty: 4624.185059
	Iteration 21Q: 3 clusters Score -1111697 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1113207.500000 Penalty: 4624.185059
	Iteration 22Q: 3 clusters Score -1113208 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1113979.750000 Penalty: 4624.185059
	Iteration 23Q: 3 clusters Score -1113980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1114015.000000 Penalty: 4624.185059
	Iteration 24Q: 3 clusters Score -1114015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1114018.750000 Penalty: 4624.185059
	Iteration 25Q: 3 clusters Score -1114019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1114018.750000 Penalty: 4624.185059
	Iteration 26F: 3 clusters Score -1114019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98694 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Mstep: Class 42 contains 7207 members 
Entering Unmasked Estep 
Score: -58956356.000000 Penalty: 139028.390625
Splitting cluster 30 changes total score from -58953120.000000 to -58956356.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (22317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Entering Unmasked Estep 
Score: -2293696.500000 Penalty: 2483.250000
	Iteration 0F: 2 clusters Score -2293696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2278152.500000 Penalty: 4966.500000
	Iteration 0F: 3 clusters Score -2278152 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2283656.250000 Penalty: 4966.500000
	Iteration 1F: 3 clusters Score -2283656 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2284137.750000 Penalty: 4966.500000
	Iteration 2F: 3 clusters Score -2284138 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2284581.000000 Penalty: 4966.500000
	Iteration 3Q: 3 clusters Score -2284581 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2285083.000000 Penalty: 4966.500000
	Iteration 4Q: 3 clusters Score -2285083 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2285753.250000 Penalty: 4966.500000
	Iteration 5F: 3 clusters Score -2285753 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2286596.750000 Penalty: 4966.500000
	Iteration 6F: 3 clusters Score -2286597 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2287607.750000 Penalty: 4966.500000
	Iteration 7F: 3 clusters Score -2287608 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2288772.250000 Penalty: 4966.500000
	Iteration 8F: 3 clusters Score -2288772 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2289769.750000 Penalty: 4966.500000
	Iteration 9F: 3 clusters Score -2289770 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2290510.500000 Penalty: 4966.500000
	Iteration 10Q: 3 clusters Score -2290510 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2290900.500000 Penalty: 4966.500000
	Iteration 11Q: 3 clusters Score -2290900 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2291141.750000 Penalty: 4966.500000
	Iteration 12Q: 3 clusters Score -2291142 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2291298.000000 Penalty: 4966.500000
	Iteration 13Q: 3 clusters Score -2291298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2291365.000000 Penalty: 4966.500000
	Iteration 14Q: 3 clusters Score -2291365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2291416.750000 Penalty: 4966.500000
	Iteration 15Q: 3 clusters Score -2291417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2291457.750000 Penalty: 4966.500000
	Iteration 16Q: 3 clusters Score -2291458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2291485.750000 Penalty: 4966.500000
	Iteration 17Q: 3 clusters Score -2291486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2291519.000000 Penalty: 4966.500000
	Iteration 18Q: 3 clusters Score -2291519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2291532.750000 Penalty: 4966.500000
	Iteration 19Q: 3 clusters Score -2291533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2291547.000000 Penalty: 4966.500000
	Iteration 20F: 3 clusters Score -2291547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2291561.000000 Penalty: 4966.500000
	Iteration 21Q: 3 clusters Score -2291561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2291562.500000 Penalty: 4966.500000
	Iteration 22Q: 3 clusters Score -2291562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2291571.000000 Penalty: 4966.500000
	Iteration 23Q: 3 clusters Score -2291571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2291578.000000 Penalty: 4966.500000
	Iteration 24Q: 3 clusters Score -2291578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2291578.000000 Penalty: 4966.500000
	Iteration 25F: 3 clusters Score -2291578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -554701.437500 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -554701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -549568.437500 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -549568.4 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -550952.062500 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -550952.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -551351.562500 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -551351.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -551749.812500 Penalty: 4316.032715
	Iteration 3F: 3 clusters Score -551749.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -552171.687500 Penalty: 4316.032715
	Iteration 4F: 3 clusters Score -552171.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -552577.375000 Penalty: 4316.032715
	Iteration 5F: 3 clusters Score -552577.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -552955.437500 Penalty: 4316.032715
	Iteration 6F: 3 clusters Score -552955.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -553208.125000 Penalty: 4316.032715
	Iteration 7F: 3 clusters Score -553208.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -553384.312500 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -553384.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -553506.500000 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -553506.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -553588.437500 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -553588.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -553671.187500 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -553671.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -553727.937500 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -553727.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -553782.625000 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -553782.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -553826.125000 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -553826.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -553866.250000 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -553866.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -553893.500000 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -553893.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -553920.375000 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -553920.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -553948.062500 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -553948.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -553965.875000 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -553965.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -553979.812500 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -553979.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -553991.312500 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -553991.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -553998.750000 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -553998.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -554007.437500 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -554007.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -554013.312500 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -554013.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -554021.312500 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -554021.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -554029.000000 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -554029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -554036.000000 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -554036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -554042.750000 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -554042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -554047.000000 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -554047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -554054.125000 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -554054.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -554061.125000 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -554061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -554070.187500 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -554070.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -554078.750000 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -554078.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -554085.187500 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -554085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -554090.812500 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -554090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -554093.625000 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -554093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -554094.937500 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -554094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -554097.062500 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -554097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -554099.125000 Penalty: 4316.032715
	Iteration 39Q: 3 clusters Score -554099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -554098.562500 Penalty: 4316.032715
	Iteration 40F: 3 clusters Score -554098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -554099.562500 Penalty: 4316.032715
	Iteration 41Q: 3 clusters Score -554099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -554100.500000 Penalty: 4316.032715
	Iteration 42Q: 3 clusters Score -554100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -554102.500000 Penalty: 4316.032715
	Iteration 43Q: 3 clusters Score -554102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -554102.062500 Penalty: 4316.032715
	Iteration 44Q: 3 clusters Score -554102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -554101.937500 Penalty: 4316.032715
	Iteration 45Q: 3 clusters Score -554101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -554101.937500 Penalty: 4316.032715
	Iteration 46F: 3 clusters Score -554101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -561032.437500 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -561032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -556141.437500 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -556141.4 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -557429.687500 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -557429.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -557669.000000 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -557669 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -557830.750000 Penalty: 4276.915527
	Iteration 3F: 3 clusters Score -557830.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -557989.000000 Penalty: 4276.915527
	Iteration 4Q: 3 clusters Score -557989 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -558124.125000 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -558124.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -558239.187500 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -558239.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -558353.312500 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -558353.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -558454.187500 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -558454.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -558549.312500 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -558549.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -558647.937500 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -558647.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -558724.125000 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -558724.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -558790.312500 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -558790.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -558864.375000 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -558864.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -558910.437500 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -558910.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -558946.750000 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -558946.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -558975.625000 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -558975.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -559002.437500 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -559002.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -559026.625000 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -559026.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -559045.062500 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -559045.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -559064.375000 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -559064.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -559077.062500 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -559077.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -559089.437500 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -559089.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -559103.812500 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -559103.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -559119.000000 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -559119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -559126.625000 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -559126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -559130.937500 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -559130.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -559139.000000 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -559139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -559153.187500 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -559153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -559165.250000 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -559165.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -559176.625000 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -559176.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -559183.312500 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -559183.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -559190.875000 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -559190.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -559195.625000 Penalty: 4276.915527
	Iteration 33Q: 3 clusters Score -559195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -559202.375000 Penalty: 4276.915527
	Iteration 34Q: 3 clusters Score -559202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -559203.687500 Penalty: 4276.915527
	Iteration 35Q: 3 clusters Score -559203.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -559208.125000 Penalty: 4276.915527
	Iteration 36Q: 3 clusters Score -559208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -559208.125000 Penalty: 4276.915527
	Iteration 37Q: 3 clusters Score -559208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -559209.250000 Penalty: 4276.915527
	Iteration 38Q: 3 clusters Score -559209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -559209.250000 Penalty: 4276.915527
	Iteration 39F: 3 clusters Score -559209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -358375.562500 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -358375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -354552.156250 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -354552.2 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -355478.812500 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -355478.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -355745.625000 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -355745.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -355930.593750 Penalty: 4107.734863
	Iteration 3F: 3 clusters Score -355930.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -356038.687500 Penalty: 4107.734863
	Iteration 4Q: 3 clusters Score -356038.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -356089.625000 Penalty: 4107.734863
	Iteration 5Q: 3 clusters Score -356089.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -356130.312500 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -356130.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -356167.468750 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -356167.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -356200.343750 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -356200.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -356238.093750 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -356238.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -356274.750000 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -356274.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -356315.500000 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -356315.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -356367.875000 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -356367.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -356430.343750 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -356430.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -356481.156250 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -356481.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -356516.906250 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -356516.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -356546.312500 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -356546.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -356573.156250 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -356573.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -356601.781250 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -356601.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -356637.593750 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -356637.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -356685.875000 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -356685.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -356760.281250 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -356760.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -356830.437500 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -356830.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -356906.656250 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -356906.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -356979.187500 Penalty: 4107.734863
	Iteration 24Q: 3 clusters Score -356979.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -357033.906250 Penalty: 4107.734863
	Iteration 25Q: 3 clusters Score -357033.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -357075.187500 Penalty: 4107.734863
	Iteration 26Q: 3 clusters Score -357075.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -357117.625000 Penalty: 4107.734863
	Iteration 27Q: 3 clusters Score -357117.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -357159.343750 Penalty: 4107.734863
	Iteration 28Q: 3 clusters Score -357159.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -357197.687500 Penalty: 4107.734863
	Iteration 29Q: 3 clusters Score -357197.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -357238.656250 Penalty: 4107.734863
	Iteration 30Q: 3 clusters Score -357238.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -357269.687500 Penalty: 4107.734863
	Iteration 31Q: 3 clusters Score -357269.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -357290.281250 Penalty: 4107.734863
	Iteration 32Q: 3 clusters Score -357290.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -357318.593750 Penalty: 4107.734863
	Iteration 33Q: 3 clusters Score -357318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -357339.906250 Penalty: 4107.734863
	Iteration 34Q: 3 clusters Score -357339.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -357362.031250 Penalty: 4107.734863
	Iteration 35Q: 3 clusters Score -357362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -357374.062500 Penalty: 4107.734863
	Iteration 36Q: 3 clusters Score -357374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -357380.156250 Penalty: 4107.734863
	Iteration 37Q: 3 clusters Score -357380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -357387.750000 Penalty: 4107.734863
	Iteration 38Q: 3 clusters Score -357387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -357398.312500 Penalty: 4107.734863
	Iteration 39Q: 3 clusters Score -357398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -357402.218750 Penalty: 4107.734863
	Iteration 40F: 3 clusters Score -357402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -357406.781250 Penalty: 4107.734863
	Iteration 41Q: 3 clusters Score -357406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -357412.812500 Penalty: 4107.734863
	Iteration 42Q: 3 clusters Score -357412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -357419.562500 Penalty: 4107.734863
	Iteration 43Q: 3 clusters Score -357419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -357423.125000 Penalty: 4107.734863
	Iteration 44Q: 3 clusters Score -357423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -357424.625000 Penalty: 4107.734863
	Iteration 45Q: 3 clusters Score -357424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -357428.406250 Penalty: 4107.734863
	Iteration 46Q: 3 clusters Score -357428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -357432.812500 Penalty: 4107.734863
	Iteration 47Q: 3 clusters Score -357432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -357441.843750 Penalty: 4107.734863
	Iteration 48Q: 3 clusters Score -357441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -357449.281250 Penalty: 4107.734863
	Iteration 49Q: 3 clusters Score -357449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -357453.375000 Penalty: 4107.734863
	Iteration 50Q: 3 clusters Score -357453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -357453.843750 Penalty: 4107.734863
	Iteration 51Q: 3 clusters Score -357453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -357454.937500 Penalty: 4107.734863
	Iteration 52Q: 3 clusters Score -357454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -357454.937500 Penalty: 4107.734863
	Iteration 53F: 3 clusters Score -357454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -106127.718750 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -106127.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104065.914062 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -104065.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104385.984375 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -104386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104481.179688 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -104481.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -104528.085938 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -104528.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104560.046875 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -104560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104587.375000 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -104587.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104622.765625 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -104622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104640.679688 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -104640.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104657.554688 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -104657.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104680.687500 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -104680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104702.609375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -104702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104713.585938 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -104713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104726.117188 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -104726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104737.859375 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -104737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104746.859375 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -104746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104757.351562 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -104757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104766.906250 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -104766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104774.703125 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -104774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104783.179688 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -104783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104795.554688 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -104795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104810.671875 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -104810.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104823.929688 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -104823.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104837.828125 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -104837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104845.140625 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -104845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104846.898438 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -104846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104848.562500 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -104848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104851.234375 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -104851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104854.148438 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -104854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104854.960938 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -104855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104855.851562 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -104855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104859.539062 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -104859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104862.898438 Penalty: 3514.606934
	Iteration 31Q: 3 clusters Score -104862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104867.031250 Penalty: 3514.606934
	Iteration 32Q: 3 clusters Score -104867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104870.953125 Penalty: 3514.606934
	Iteration 33Q: 3 clusters Score -104871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104874.921875 Penalty: 3514.606934
	Iteration 34Q: 3 clusters Score -104874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104877.718750 Penalty: 3514.606934
	Iteration 35Q: 3 clusters Score -104877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104879.171875 Penalty: 3514.606934
	Iteration 36Q: 3 clusters Score -104879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104879.773438 Penalty: 3514.606934
	Iteration 37Q: 3 clusters Score -104879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104879.773438 Penalty: 3514.606934
	Iteration 38F: 3 clusters Score -104879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -124760.031250 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -124760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122522.500000 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -122522.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -122930.359375 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -122930.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123078.195312 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -123078.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123156.507812 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -123156.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -123204.945312 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -123204.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -123241.835938 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -123241.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123275.593750 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -123275.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123301.773438 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -123301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -123324.609375 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -123324.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123351.281250 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -123351.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123382.687500 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -123382.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -123414.585938 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -123414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -123461.132812 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -123461.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -123508.062500 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -123508.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123556.359375 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -123556.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123588.156250 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -123588.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123630.023438 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -123630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123657.695312 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -123657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123675.921875 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -123675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -123691.632812 Penalty: 3613.271240
	Iteration 19Q: 3 clusters Score -123691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123708.656250 Penalty: 3613.271240
	Iteration 20F: 3 clusters Score -123708.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123736.117188 Penalty: 3613.271240
	Iteration 21Q: 3 clusters Score -123736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123758.890625 Penalty: 3613.271240
	Iteration 22Q: 3 clusters Score -123758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123779.570312 Penalty: 3613.271240
	Iteration 23Q: 3 clusters Score -123779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123797.609375 Penalty: 3613.271240
	Iteration 24Q: 3 clusters Score -123797.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123817.492188 Penalty: 3613.271240
	Iteration 25Q: 3 clusters Score -123817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -123826.500000 Penalty: 3613.271240
	Iteration 26Q: 3 clusters Score -123826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123844.046875 Penalty: 3613.271240
	Iteration 27Q: 3 clusters Score -123844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123864.664062 Penalty: 3613.271240
	Iteration 28Q: 3 clusters Score -123864.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123885.164062 Penalty: 3613.271240
	Iteration 29Q: 3 clusters Score -123885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123912.726562 Penalty: 3613.271240
	Iteration 30Q: 3 clusters Score -123912.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123934.609375 Penalty: 3613.271240
	Iteration 31Q: 3 clusters Score -123934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123948.171875 Penalty: 3613.271240
	Iteration 32Q: 3 clusters Score -123948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123961.968750 Penalty: 3613.271240
	Iteration 33Q: 3 clusters Score -123962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -123989.570312 Penalty: 3613.271240
	Iteration 34Q: 3 clusters Score -123989.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124014.992188 Penalty: 3613.271240
	Iteration 35Q: 3 clusters Score -124015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124041.156250 Penalty: 3613.271240
	Iteration 36Q: 3 clusters Score -124041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124070.710938 Penalty: 3613.271240
	Iteration 37Q: 3 clusters Score -124070.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124086.039062 Penalty: 3613.271240
	Iteration 38Q: 3 clusters Score -124086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -124101.187500 Penalty: 3613.271240
	Iteration 39Q: 3 clusters Score -124101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -124106.554688 Penalty: 3613.271240
	Iteration 40F: 3 clusters Score -124106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -124112.648438 Penalty: 3613.271240
	Iteration 41Q: 3 clusters Score -124112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -124122.125000 Penalty: 3613.271240
	Iteration 42Q: 3 clusters Score -124122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124125.078125 Penalty: 3613.271240
	Iteration 43Q: 3 clusters Score -124125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -124125.890625 Penalty: 3613.271240
	Iteration 44Q: 3 clusters Score -124125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -124125.890625 Penalty: 3613.271240
	Iteration 45F: 3 clusters Score -124125.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -641915.937500 Penalty: 2171.579102
	Iteration 0F: 2 clusters Score -641915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -636580.687500 Penalty: 4343.158203
	Iteration 0F: 3 clusters Score -636580.7 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -637955.312500 Penalty: 4343.158203
	Iteration 1F: 3 clusters Score -637955.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -638197.500000 Penalty: 4343.158203
	Iteration 2F: 3 clusters Score -638197.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -638349.750000 Penalty: 4343.158203
	Iteration 3Q: 3 clusters Score -638349.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -638473.687500 Penalty: 4343.158203
	Iteration 4Q: 3 clusters Score -638473.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -638586.375000 Penalty: 4343.158203
	Iteration 5Q: 3 clusters Score -638586.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -638694.000000 Penalty: 4343.158203
	Iteration 6Q: 3 clusters Score -638694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -638793.000000 Penalty: 4343.158203
	Iteration 7Q: 3 clusters Score -638793 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -638892.812500 Penalty: 4343.158203
	Iteration 8Q: 3 clusters Score -638892.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -638996.375000 Penalty: 4343.158203
	Iteration 9Q: 3 clusters Score -638996.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -639102.250000 Penalty: 4343.158203
	Iteration 10Q: 3 clusters Score -639102.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -639186.375000 Penalty: 4343.158203
	Iteration 11Q: 3 clusters Score -639186.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -639262.187500 Penalty: 4343.158203
	Iteration 12Q: 3 clusters Score -639262.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -639341.312500 Penalty: 4343.158203
	Iteration 13Q: 3 clusters Score -639341.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -639416.375000 Penalty: 4343.158203
	Iteration 14Q: 3 clusters Score -639416.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -639475.125000 Penalty: 4343.158203
	Iteration 15Q: 3 clusters Score -639475.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -639517.562500 Penalty: 4343.158203
	Iteration 16Q: 3 clusters Score -639517.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -639562.687500 Penalty: 4343.158203
	Iteration 17Q: 3 clusters Score -639562.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -639598.687500 Penalty: 4343.158203
	Iteration 18Q: 3 clusters Score -639598.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -639630.250000 Penalty: 4343.158203
	Iteration 19Q: 3 clusters Score -639630.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -639647.000000 Penalty: 4343.158203
	Iteration 20F: 3 clusters Score -639647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -639660.437500 Penalty: 4343.158203
	Iteration 21Q: 3 clusters Score -639660.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -639668.562500 Penalty: 4343.158203
	Iteration 22Q: 3 clusters Score -639668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -639675.687500 Penalty: 4343.158203
	Iteration 23Q: 3 clusters Score -639675.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -639682.125000 Penalty: 4343.158203
	Iteration 24Q: 3 clusters Score -639682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -639688.500000 Penalty: 4343.158203
	Iteration 25Q: 3 clusters Score -639688.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -639695.437500 Penalty: 4343.158203
	Iteration 26Q: 3 clusters Score -639695.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -639701.437500 Penalty: 4343.158203
	Iteration 27Q: 3 clusters Score -639701.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -639705.125000 Penalty: 4343.158203
	Iteration 28Q: 3 clusters Score -639705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -639709.187500 Penalty: 4343.158203
	Iteration 29Q: 3 clusters Score -639709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -639713.062500 Penalty: 4343.158203
	Iteration 30Q: 3 clusters Score -639713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -639716.937500 Penalty: 4343.158203
	Iteration 31Q: 3 clusters Score -639716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -639718.062500 Penalty: 4343.158203
	Iteration 32Q: 3 clusters Score -639718.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -639725.187500 Penalty: 4343.158203
	Iteration 33Q: 3 clusters Score -639725.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -639733.375000 Penalty: 4343.158203
	Iteration 34Q: 3 clusters Score -639733.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -639740.500000 Penalty: 4343.158203
	Iteration 35Q: 3 clusters Score -639740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -639745.437500 Penalty: 4343.158203
	Iteration 36Q: 3 clusters Score -639745.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -639751.250000 Penalty: 4343.158203
	Iteration 37Q: 3 clusters Score -639751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -639755.437500 Penalty: 4343.158203
	Iteration 38Q: 3 clusters Score -639755.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -639758.500000 Penalty: 4343.158203
	Iteration 39Q: 3 clusters Score -639758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -639764.375000 Penalty: 4343.158203
	Iteration 40F: 3 clusters Score -639764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -639767.062500 Penalty: 4343.158203
	Iteration 41Q: 3 clusters Score -639767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -639769.187500 Penalty: 4343.158203
	Iteration 42Q: 3 clusters Score -639769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -639769.437500 Penalty: 4343.158203
	Iteration 43Q: 3 clusters Score -639769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -639770.562500 Penalty: 4343.158203
	Iteration 44Q: 3 clusters Score -639770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -639772.312500 Penalty: 4343.158203
	Iteration 45Q: 3 clusters Score -639772.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -639774.875000 Penalty: 4343.158203
	Iteration 46Q: 3 clusters Score -639774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -639779.625000 Penalty: 4343.158203
	Iteration 47Q: 3 clusters Score -639779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -639780.437500 Penalty: 4343.158203
	Iteration 48Q: 3 clusters Score -639780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -639781.312500 Penalty: 4343.158203
	Iteration 49Q: 3 clusters Score -639781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -639780.187500 Penalty: 4343.158203
	Iteration 50Q: 3 clusters Score -639780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -639780.187500 Penalty: 4343.158203
	Iteration 51F: 3 clusters Score -639780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -993534.000000 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -993534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -985588.875000 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -985588.9 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -987963.312500 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -987963.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -988293.687500 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -988293.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -988517.562500 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -988517.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -988713.437500 Penalty: 4585.966309
	Iteration 4Q: 3 clusters Score -988713.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -988878.687500 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -988878.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -989028.000000 Penalty: 4585.966309
	Iteration 6Q: 3 clusters Score -989028 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -989182.750000 Penalty: 4585.966309
	Iteration 7Q: 3 clusters Score -989182.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -989359.062500 Penalty: 4585.966309
	Iteration 8Q: 3 clusters Score -989359.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -989550.750000 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -989550.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -989755.125000 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -989755.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -989922.187500 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -989922.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -990075.500000 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -990075.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -990224.500000 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -990224.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -990388.250000 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -990388.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -990559.000000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -990559 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -990707.562500 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -990707.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -990839.062500 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -990839.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -990965.562500 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -990965.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -991074.375000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -991074.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -991176.375000 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -991176.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -991260.062500 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -991260.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -991328.937500 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -991328.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -991368.437500 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -991368.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -991396.937500 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -991396.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -991428.625000 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -991428.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -991456.875000 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -991456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -991476.375000 Penalty: 4585.966309
	Iteration 27Q: 3 clusters Score -991476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -991494.125000 Penalty: 4585.966309
	Iteration 28Q: 3 clusters Score -991494.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -991506.187500 Penalty: 4585.966309
	Iteration 29Q: 3 clusters Score -991506.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -991516.625000 Penalty: 4585.966309
	Iteration 30Q: 3 clusters Score -991516.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -991532.375000 Penalty: 4585.966309
	Iteration 31Q: 3 clusters Score -991532.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -991542.750000 Penalty: 4585.966309
	Iteration 32Q: 3 clusters Score -991542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -991549.562500 Penalty: 4585.966309
	Iteration 33Q: 3 clusters Score -991549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -991554.937500 Penalty: 4585.966309
	Iteration 34Q: 3 clusters Score -991554.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -991562.687500 Penalty: 4585.966309
	Iteration 35Q: 3 clusters Score -991562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -991564.375000 Penalty: 4585.966309
	Iteration 36Q: 3 clusters Score -991564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -991567.500000 Penalty: 4585.966309
	Iteration 37Q: 3 clusters Score -991567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -991568.000000 Penalty: 4585.966309
	Iteration 38Q: 3 clusters Score -991568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -991568.000000 Penalty: 4585.966309
	Iteration 39F: 3 clusters Score -991568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Entering Unmasked Estep 
Score: -981609.187500 Penalty: 2292.360352
	Iteration 0F: 2 clusters Score -981609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -973660.250000 Penalty: 4584.720703
	Iteration 0F: 3 clusters Score -973660.2 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -975968.875000 Penalty: 4584.720703
	Iteration 1F: 3 clusters Score -975968.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -976343.875000 Penalty: 4584.720703
	Iteration 2F: 3 clusters Score -976343.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -976680.937500 Penalty: 4584.720703
	Iteration 3F: 3 clusters Score -976680.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -977019.687500 Penalty: 4584.720703
	Iteration 4F: 3 clusters Score -977019.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -977399.937500 Penalty: 4584.720703
	Iteration 5Q: 3 clusters Score -977399.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -977855.062500 Penalty: 4584.720703
	Iteration 6Q: 3 clusters Score -977855.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -978406.500000 Penalty: 4584.720703
	Iteration 7Q: 3 clusters Score -978406.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -978892.875000 Penalty: 4584.720703
	Iteration 8F: 3 clusters Score -978892.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -979199.937500 Penalty: 4584.720703
	Iteration 9Q: 3 clusters Score -979199.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -979457.812500 Penalty: 4584.720703
	Iteration 10Q: 3 clusters Score -979457.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -979668.437500 Penalty: 4584.720703
	Iteration 11Q: 3 clusters Score -979668.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -979857.437500 Penalty: 4584.720703
	Iteration 12Q: 3 clusters Score -979857.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -979980.812500 Penalty: 4584.720703
	Iteration 13Q: 3 clusters Score -979980.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -980056.562500 Penalty: 4584.720703
	Iteration 14Q: 3 clusters Score -980056.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -980106.625000 Penalty: 4584.720703
	Iteration 15Q: 3 clusters Score -980106.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -980137.812500 Penalty: 4584.720703
	Iteration 16Q: 3 clusters Score -980137.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -980163.312500 Penalty: 4584.720703
	Iteration 17Q: 3 clusters Score -980163.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -980187.187500 Penalty: 4584.720703
	Iteration 18Q: 3 clusters Score -980187.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -980213.500000 Penalty: 4584.720703
	Iteration 19Q: 3 clusters Score -980213.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -980237.062500 Penalty: 4584.720703
	Iteration 20F: 3 clusters Score -980237.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -980261.312500 Penalty: 4584.720703
	Iteration 21Q: 3 clusters Score -980261.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -980274.750000 Penalty: 4584.720703
	Iteration 22Q: 3 clusters Score -980274.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -980286.125000 Penalty: 4584.720703
	Iteration 23Q: 3 clusters Score -980286.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -980290.812500 Penalty: 4584.720703
	Iteration 24Q: 3 clusters Score -980290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -980295.562500 Penalty: 4584.720703
	Iteration 25Q: 3 clusters Score -980295.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -980297.875000 Penalty: 4584.720703
	Iteration 26Q: 3 clusters Score -980297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -980297.750000 Penalty: 4584.720703
	Iteration 27Q: 3 clusters Score -980297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -980299.250000 Penalty: 4584.720703
	Iteration 28Q: 3 clusters Score -980299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -980300.437500 Penalty: 4584.720703
	Iteration 29Q: 3 clusters Score -980300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -980303.187500 Penalty: 4584.720703
	Iteration 30Q: 3 clusters Score -980303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -980305.000000 Penalty: 4584.720703
	Iteration 31Q: 3 clusters Score -980305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -980306.750000 Penalty: 4584.720703
	Iteration 32Q: 3 clusters Score -980306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -980308.750000 Penalty: 4584.720703
	Iteration 33Q: 3 clusters Score -980308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -980308.000000 Penalty: 4584.720703
	Iteration 34Q: 3 clusters Score -980308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -980307.312500 Penalty: 4584.720703
	Iteration 35Q: 3 clusters Score -980307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -980308.812500 Penalty: 4584.720703
	Iteration 36Q: 3 clusters Score -980308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -980308.500000 Penalty: 4584.720703
	Iteration 37Q: 3 clusters Score -980308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -980307.687500 Penalty: 4584.720703
	Iteration 38Q: 3 clusters Score -980307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -980308.312500 Penalty: 4584.720703
	Iteration 39Q: 3 clusters Score -980308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -980309.000000 Penalty: 4584.720703
	Iteration 40F: 3 clusters Score -980309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -980308.562500 Penalty: 4584.720703
	Iteration 41Q: 3 clusters Score -980308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -980309.937500 Penalty: 4584.720703
	Iteration 42Q: 3 clusters Score -980309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -980309.625000 Penalty: 4584.720703
	Iteration 43Q: 3 clusters Score -980309.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -980309.625000 Penalty: 4584.720703
	Iteration 44F: 3 clusters Score -980309.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Entering Unmasked Estep 
Score: -1933004.250000 Penalty: 2447.306641
	Iteration 0F: 2 clusters Score -1933004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1919343.875000 Penalty: 4894.613281
	Iteration 0F: 3 clusters Score -1919344 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1923829.250000 Penalty: 4894.613281
	Iteration 1F: 3 clusters Score -1923829 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1924143.375000 Penalty: 4894.613281
	Iteration 2F: 3 clusters Score -1924143 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1924387.125000 Penalty: 4894.613281
	Iteration 3Q: 3 clusters Score -1924387 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1924567.625000 Penalty: 4894.613281
	Iteration 4Q: 3 clusters Score -1924568 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1924711.625000 Penalty: 4894.613281
	Iteration 5Q: 3 clusters Score -1924712 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1924851.875000 Penalty: 4894.613281
	Iteration 6Q: 3 clusters Score -1924852 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1924994.875000 Penalty: 4894.613281
	Iteration 7Q: 3 clusters Score -1924995 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1925127.500000 Penalty: 4894.613281
	Iteration 8Q: 3 clusters Score -1925128 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1925287.875000 Penalty: 4894.613281
	Iteration 9Q: 3 clusters Score -1925288 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1925447.000000 Penalty: 4894.613281
	Iteration 10Q: 3 clusters Score -1925447 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1925626.250000 Penalty: 4894.613281
	Iteration 11Q: 3 clusters Score -1925626 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1925833.500000 Penalty: 4894.613281
	Iteration 12Q: 3 clusters Score -1925834 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1926072.250000 Penalty: 4894.613281
	Iteration 13Q: 3 clusters Score -1926072 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1926357.625000 Penalty: 4894.613281
	Iteration 14Q: 3 clusters Score -1926358 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1926694.250000 Penalty: 4894.613281
	Iteration 15Q: 3 clusters Score -1926694 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1927091.500000 Penalty: 4894.613281
	Iteration 16Q: 3 clusters Score -1927092 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1927528.750000 Penalty: 4894.613281
	Iteration 17Q: 3 clusters Score -1927529 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1927998.875000 Penalty: 4894.613281
	Iteration 18Q: 3 clusters Score -1927999 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1928464.625000 Penalty: 4894.613281
	Iteration 19Q: 3 clusters Score -1928465 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1928925.250000 Penalty: 4894.613281
	Iteration 20F: 3 clusters Score -1928925 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1929313.250000 Penalty: 4894.613281
	Iteration 21Q: 3 clusters Score -1929313 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1929688.000000 Penalty: 4894.613281
	Iteration 22Q: 3 clusters Score -1929688 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1930013.875000 Penalty: 4894.613281
	Iteration 23Q: 3 clusters Score -1930014 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1930247.875000 Penalty: 4894.613281
	Iteration 24Q: 3 clusters Score -1930248 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1930399.375000 Penalty: 4894.613281
	Iteration 25Q: 3 clusters Score -1930399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1930529.375000 Penalty: 4894.613281
	Iteration 26Q: 3 clusters Score -1930529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1930611.375000 Penalty: 4894.613281
	Iteration 27Q: 3 clusters Score -1930611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1930667.375000 Penalty: 4894.613281
	Iteration 28Q: 3 clusters Score -1930667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1930712.750000 Penalty: 4894.613281
	Iteration 29Q: 3 clusters Score -1930713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1930760.500000 Penalty: 4894.613281
	Iteration 30Q: 3 clusters Score -1930760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1930806.125000 Penalty: 4894.613281
	Iteration 31Q: 3 clusters Score -1930806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1930829.375000 Penalty: 4894.613281
	Iteration 32Q: 3 clusters Score -1930829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1930838.750000 Penalty: 4894.613281
	Iteration 33Q: 3 clusters Score -1930839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1930848.250000 Penalty: 4894.613281
	Iteration 34Q: 3 clusters Score -1930848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1930856.250000 Penalty: 4894.613281
	Iteration 35Q: 3 clusters Score -1930856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1930861.750000 Penalty: 4894.613281
	Iteration 36Q: 3 clusters Score -1930862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1930869.375000 Penalty: 4894.613281
	Iteration 37Q: 3 clusters Score -1930869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1930882.000000 Penalty: 4894.613281
	Iteration 38Q: 3 clusters Score -1930882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1930884.250000 Penalty: 4894.613281
	Iteration 39Q: 3 clusters Score -1930884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1930884.625000 Penalty: 4894.613281
	Iteration 40F: 3 clusters Score -1930885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1930890.875000 Penalty: 4894.613281
	Iteration 41Q: 3 clusters Score -1930891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1930894.375000 Penalty: 4894.613281
	Iteration 42Q: 3 clusters Score -1930894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1930893.625000 Penalty: 4894.613281
	Iteration 43Q: 3 clusters Score -1930894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1930897.625000 Penalty: 4894.613281
	Iteration 44Q: 3 clusters Score -1930898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1930898.750000 Penalty: 4894.613281
	Iteration 45Q: 3 clusters Score -1930899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1930900.875000 Penalty: 4894.613281
	Iteration 46Q: 3 clusters Score -1930901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1930901.375000 Penalty: 4894.613281
	Iteration 47Q: 3 clusters Score -1930901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1930904.375000 Penalty: 4894.613281
	Iteration 48Q: 3 clusters Score -1930904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1930904.375000 Penalty: 4894.613281
	Iteration 49F: 3 clusters Score -1930904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (24030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Entering Unmasked Estep 
Score: -2378299.750000 Penalty: 2501.590332
	Iteration 0F: 2 clusters Score -2378300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2361642.500000 Penalty: 5003.180664
	Iteration 0F: 3 clusters Score -2361642 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2367420.500000 Penalty: 5003.180664
	Iteration 1F: 3 clusters Score -2367420 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2367976.000000 Penalty: 5003.180664
	Iteration 2F: 3 clusters Score -2367976 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2368418.750000 Penalty: 5003.180664
	Iteration 3Q: 3 clusters Score -2368419 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2368785.000000 Penalty: 5003.180664
	Iteration 4Q: 3 clusters Score -2368785 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2369160.250000 Penalty: 5003.180664
	Iteration 5Q: 3 clusters Score -2369160 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2369512.000000 Penalty: 5003.180664
	Iteration 6Q: 3 clusters Score -2369512 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2369843.750000 Penalty: 5003.180664
	Iteration 7Q: 3 clusters Score -2369844 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2370176.500000 Penalty: 5003.180664
	Iteration 8Q: 3 clusters Score -2370176 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2370533.250000 Penalty: 5003.180664
	Iteration 9Q: 3 clusters Score -2370533 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2370911.750000 Penalty: 5003.180664
	Iteration 10Q: 3 clusters Score -2370912 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2371312.000000 Penalty: 5003.180664
	Iteration 11Q: 3 clusters Score -2371312 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2371674.750000 Penalty: 5003.180664
	Iteration 12Q: 3 clusters Score -2371675 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2372005.250000 Penalty: 5003.180664
	Iteration 13Q: 3 clusters Score -2372005 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2372304.500000 Penalty: 5003.180664
	Iteration 14Q: 3 clusters Score -2372304 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2372560.000000 Penalty: 5003.180664
	Iteration 15Q: 3 clusters Score -2372560 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2372811.250000 Penalty: 5003.180664
	Iteration 16Q: 3 clusters Score -2372811 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2373089.500000 Penalty: 5003.180664
	Iteration 17Q: 3 clusters Score -2373090 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2373364.500000 Penalty: 5003.180664
	Iteration 18Q: 3 clusters Score -2373364 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2373626.750000 Penalty: 5003.180664
	Iteration 19Q: 3 clusters Score -2373627 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2373868.500000 Penalty: 5003.180664
	Iteration 20F: 3 clusters Score -2373868 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2374043.250000 Penalty: 5003.180664
	Iteration 21Q: 3 clusters Score -2374043 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2374220.250000 Penalty: 5003.180664
	Iteration 22Q: 3 clusters Score -2374220 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2374385.000000 Penalty: 5003.180664
	Iteration 23Q: 3 clusters Score -2374385 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2374563.000000 Penalty: 5003.180664
	Iteration 24Q: 3 clusters Score -2374563 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2374694.750000 Penalty: 5003.180664
	Iteration 25Q: 3 clusters Score -2374695 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2374815.500000 Penalty: 5003.180664
	Iteration 26Q: 3 clusters Score -2374816 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2374928.500000 Penalty: 5003.180664
	Iteration 27Q: 3 clusters Score -2374928 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2375022.250000 Penalty: 5003.180664
	Iteration 28Q: 3 clusters Score -2375022 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2375086.750000 Penalty: 5003.180664
	Iteration 29Q: 3 clusters Score -2375087 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2375123.000000 Penalty: 5003.180664
	Iteration 30Q: 3 clusters Score -2375123 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2375153.500000 Penalty: 5003.180664
	Iteration 31Q: 3 clusters Score -2375154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2375171.250000 Penalty: 5003.180664
	Iteration 32Q: 3 clusters Score -2375171 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2375181.500000 Penalty: 5003.180664
	Iteration 33Q: 3 clusters Score -2375182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2375209.000000 Penalty: 5003.180664
	Iteration 34Q: 3 clusters Score -2375209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2375220.250000 Penalty: 5003.180664
	Iteration 35Q: 3 clusters Score -2375220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2375238.000000 Penalty: 5003.180664
	Iteration 36Q: 3 clusters Score -2375238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2375248.000000 Penalty: 5003.180664
	Iteration 37Q: 3 clusters Score -2375248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2375263.500000 Penalty: 5003.180664
	Iteration 38Q: 3 clusters Score -2375264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2375283.500000 Penalty: 5003.180664
	Iteration 39Q: 3 clusters Score -2375284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2375282.250000 Penalty: 5003.180664
	Iteration 40F: 3 clusters Score -2375282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2375299.000000 Penalty: 5003.180664
	Iteration 41Q: 3 clusters Score -2375299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2375321.250000 Penalty: 5003.180664
	Iteration 42Q: 3 clusters Score -2375321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2375335.750000 Penalty: 5003.180664
	Iteration 43Q: 3 clusters Score -2375336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2375343.000000 Penalty: 5003.180664
	Iteration 44Q: 3 clusters Score -2375343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2375348.500000 Penalty: 5003.180664
	Iteration 45Q: 3 clusters Score -2375348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2375363.250000 Penalty: 5003.180664
	Iteration 46Q: 3 clusters Score -2375363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2375367.500000 Penalty: 5003.180664
	Iteration 47Q: 3 clusters Score -2375368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2375379.000000 Penalty: 5003.180664
	Iteration 48Q: 3 clusters Score -2375379 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2375382.500000 Penalty: 5003.180664
	Iteration 49Q: 3 clusters Score -2375382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2375395.750000 Penalty: 5003.180664
	Iteration 50Q: 3 clusters Score -2375396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2375398.750000 Penalty: 5003.180664
	Iteration 51Q: 3 clusters Score -2375399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2375412.500000 Penalty: 5003.180664
	Iteration 52Q: 3 clusters Score -2375412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2375424.250000 Penalty: 5003.180664
	Iteration 53Q: 3 clusters Score -2375424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2375430.250000 Penalty: 5003.180664
	Iteration 54Q: 3 clusters Score -2375430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2375440.500000 Penalty: 5003.180664
	Iteration 55Q: 3 clusters Score -2375440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2375447.250000 Penalty: 5003.180664
	Iteration 56Q: 3 clusters Score -2375447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2375455.750000 Penalty: 5003.180664
	Iteration 57Q: 3 clusters Score -2375456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2375459.250000 Penalty: 5003.180664
	Iteration 58Q: 3 clusters Score -2375459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2375473.250000 Penalty: 5003.180664
	Iteration 59Q: 3 clusters Score -2375473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2375478.500000 Penalty: 5003.180664
	Iteration 60F: 3 clusters Score -2375478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2375488.500000 Penalty: 5003.180664
	Iteration 61Q: 3 clusters Score -2375488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2375497.500000 Penalty: 5003.180664
	Iteration 62Q: 3 clusters Score -2375498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2375502.750000 Penalty: 5003.180664
	Iteration 63Q: 3 clusters Score -2375503 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2375501.500000 Penalty: 5003.180664
	Iteration 64Q: 3 clusters Score -2375502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2375523.250000 Penalty: 5003.180664
	Iteration 65Q: 3 clusters Score -2375523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2375527.250000 Penalty: 5003.180664
	Iteration 66Q: 3 clusters Score -2375527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2375527.500000 Penalty: 5003.180664
	Iteration 67Q: 3 clusters Score -2375528 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2375536.750000 Penalty: 5003.180664
	Iteration 68Q: 3 clusters Score -2375537 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2375543.250000 Penalty: 5003.180664
	Iteration 69Q: 3 clusters Score -2375543 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2375546.250000 Penalty: 5003.180664
	Iteration 70Q: 3 clusters Score -2375546 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2375557.000000 Penalty: 5003.180664
	Iteration 71Q: 3 clusters Score -2375557 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2375571.250000 Penalty: 5003.180664
	Iteration 72Q: 3 clusters Score -2375571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2375576.750000 Penalty: 5003.180664
	Iteration 73Q: 3 clusters Score -2375577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2375585.750000 Penalty: 5003.180664
	Iteration 74Q: 3 clusters Score -2375586 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2375596.250000 Penalty: 5003.180664
	Iteration 75Q: 3 clusters Score -2375596 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2375608 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2375621.250000 Penalty: 5003.180664
	Iteration 77Q: 3 clusters Score -2375621 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2375628 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2375654 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2375673 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2375698 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2375716 nChanged 77
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Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2375737 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2375755 nChanged 81
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Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2375781 nChanged 77
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Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2375790 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2375812 nChanged 54
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Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2375825 nChanged 60
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Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2375830 nChanged 60
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Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2375858 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2375883.000000 Penalty: 5003.180664
	Iteration 91Q: 3 clusters Score -2375883 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2375898 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2375921.250000 Penalty: 5003.180664
	Iteration 93Q: 3 clusters Score -2375921 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2375926 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2375941 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2375967 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2375981 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2376004.500000 Penalty: 5003.180664
	Iteration 98Q: 3 clusters Score -2376004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2376020.250000 Penalty: 5003.180664
	Iteration 99Q: 3 clusters Score -2376020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2376031.750000 Penalty: 5003.180664
	Iteration 100F: 3 clusters Score -2376032 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2376043.250000 Penalty: 5003.180664
	Iteration 101Q: 3 clusters Score -2376043 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2376059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2376070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2376089.250000 Penalty: 5003.180664
	Iteration 104Q: 3 clusters Score -2376089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2376097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2376101.750000 Penalty: 5003.180664
	Iteration 106Q: 3 clusters Score -2376102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2376119.750000 Penalty: 5003.180664
	Iteration 107Q: 3 clusters Score -2376120 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2376118 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2376121.000000 Penalty: 5003.180664
	Iteration 109Q: 3 clusters Score -2376121 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2376121 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2376122 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2376132.500000 Penalty: 5003.180664
	Iteration 112Q: 3 clusters Score -2376132 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2376135.000000 Penalty: 5003.180664
	Iteration 113Q: 3 clusters Score -2376135 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2376138.750000 Penalty: 5003.180664
	Iteration 114Q: 3 clusters Score -2376139 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2376136.000000 Penalty: 5003.180664
	Iteration 115Q: 3 clusters Score -2376136 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2376141.250000 Penalty: 5003.180664
	Iteration 116Q: 3 clusters Score -2376141 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2376140.750000 Penalty: 5003.180664
	Iteration 117Q: 3 clusters Score -2376141 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2376144.000000 Penalty: 5003.180664
	Iteration 118Q: 3 clusters Score -2376144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2376144.500000 Penalty: 5003.180664
	Iteration 119Q: 3 clusters Score -2376144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2376147.750000 Penalty: 5003.180664
	Iteration 120F: 3 clusters Score -2376148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2376149.250000 Penalty: 5003.180664
	Iteration 121Q: 3 clusters Score -2376149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2376152.250000 Penalty: 5003.180664
	Iteration 122Q: 3 clusters Score -2376152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2376150.250000 Penalty: 5003.180664
	Iteration 123Q: 3 clusters Score -2376150 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2376150 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2376153.250000 Penalty: 5003.180664
	Iteration 125Q: 3 clusters Score -2376153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2376153.250000 Penalty: 5003.180664
	Iteration 126Q: 3 clusters Score -2376153 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2376159.000000 Penalty: 5003.180664
	Iteration 127Q: 3 clusters Score -2376159 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21912 members 
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Entering Unmasked Estep 
Score: -2376165.250000 Penalty: 5003.180664
	Iteration 128Q: 3 clusters Score -2376165 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21919 members 
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Entering Unmasked Estep 
Score: -2376170.750000 Penalty: 5003.180664
	Iteration 129Q: 3 clusters Score -2376171 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21932 members 
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Entering Unmasked Estep 
Score: -2376168.500000 Penalty: 5003.180664
	Iteration 130Q: 3 clusters Score -2376168 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21941 members 
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Entering Unmasked Estep 
Score: -2376173.000000 Penalty: 5003.180664
	Iteration 131Q: 3 clusters Score -2376173 nChanged 5
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Mstep: Class 1 contains 21944 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2376173 nChanged 6
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Entering Unmasked Estep 
Score: -2376175.750000 Penalty: 5003.180664
	Iteration 133Q: 3 clusters Score -2376176 nChanged 9
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Mstep: Class 1 contains 21953 members 
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Entering Unmasked Estep 
Score: -2376177.000000 Penalty: 5003.180664
	Iteration 134Q: 3 clusters Score -2376177 nChanged 8
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Mstep: Class 1 contains 21961 members 
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Entering Unmasked Estep 
Score: -2376176.250000 Penalty: 5003.180664
	Iteration 135Q: 3 clusters Score -2376176 nChanged 10
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Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2376182.000000 Penalty: 5003.180664
	Iteration 136Q: 3 clusters Score -2376182 nChanged 15
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Entering Unmasked Estep 
Score: -2376181.750000 Penalty: 5003.180664
	Iteration 137Q: 3 clusters Score -2376182 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21999 members 
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Score: -2376188.000000 Penalty: 5003.180664
	Iteration 138Q: 3 clusters Score -2376188 nChanged 19
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Entering Unmasked Estep 
Score: -2376195.750000 Penalty: 5003.180664
	Iteration 139Q: 3 clusters Score -2376196 nChanged 11
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Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2376197.500000 Penalty: 5003.180664
	Iteration 140F: 3 clusters Score -2376198 nChanged 5
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Mstep: Class 1 contains 22026 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2376199 nChanged 6
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Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2376197.750000 Penalty: 5003.180664
	Iteration 142Q: 3 clusters Score -2376198 nChanged 5
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Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2376200.500000 Penalty: 5003.180664
	Iteration 143Q: 3 clusters Score -2376200 nChanged 3
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Mstep: Class 1 contains 22036 members 
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Score: -2376201.500000 Penalty: 5003.180664
	Iteration 144Q: 3 clusters Score -2376202 nChanged 6
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2376201 nChanged 4
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2376202 nChanged 5
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Entering Unmasked Estep 
Score: -2376205.500000 Penalty: 5003.180664
	Iteration 147Q: 3 clusters Score -2376206 nChanged 13
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Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2376211.000000 Penalty: 5003.180664
	Iteration 148Q: 3 clusters Score -2376211 nChanged 11
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Entering Unmasked Estep 
Score: -2376213.250000 Penalty: 5003.180664
	Iteration 149Q: 3 clusters Score -2376213 nChanged 5
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Entering Unmasked Estep 
Score: -2376210.250000 Penalty: 5003.180664
	Iteration 150Q: 3 clusters Score -2376210 nChanged 3
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Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2376211.750000 Penalty: 5003.180664
	Iteration 151Q: 3 clusters Score -2376212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2376213.500000 Penalty: 5003.180664
	Iteration 152Q: 3 clusters Score -2376214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2376216.000000 Penalty: 5003.180664
	Iteration 153Q: 3 clusters Score -2376216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2376219.250000 Penalty: 5003.180664
	Iteration 154Q: 3 clusters Score -2376219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2376219.250000 Penalty: 5003.180664
	Iteration 155F: 3 clusters Score -2376219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15638 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98694 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 22317 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3951 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19306 members 
Mstep: Class 41 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58956760.000000 Penalty: 139028.390625
Iteration 199Q: 43 clusters Score -5.895676e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 45054 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61567 members 
Mstep: Class 13 contains 15310 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35027 members 
Mstep: Class 18 contains 25275 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15649 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98695 members 
Mstep: Class 30 contains 3973 members 
Mstep: Class 31 contains 22318 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5560 members 
Mstep: Class 34 contains 3933 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19405 members 
Mstep: Class 41 contains 24044 members 
Mstep: Class 42 contains 7035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957192.000000 Penalty: 139028.390625
Iteration 200F: 43 clusters Score -5.895719e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 44972 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61541 members 
Mstep: Class 13 contains 15305 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 15721 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15879 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16282 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 15564 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98695 members 
Mstep: Class 30 contains 3975 members 
Mstep: Class 31 contains 22312 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3923 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19405 members 
Mstep: Class 41 contains 23927 members 
Mstep: Class 42 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957700.000000 Penalty: 139028.390625
Iteration 201Q: 43 clusters Score -5.89577e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 44937 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61531 members 
Mstep: Class 13 contains 15299 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 14741 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25265 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16276 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 15493 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98694 members 
Mstep: Class 30 contains 3980 members 
Mstep: Class 31 contains 22310 members 
Mstep: Class 32 contains 6013 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 3920 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19398 members 
Mstep: Class 41 contains 23849 members 
Mstep: Class 42 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957776.000000 Penalty: 139028.390625
Iteration 202Q: 43 clusters Score -5.895778e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 44910 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61527 members 
Mstep: Class 13 contains 15293 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 14563 members 
Mstep: Class 16 contains 15719 members 
Mstep: Class 17 contains 35017 members 
Mstep: Class 18 contains 25265 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15885 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16263 members 
Mstep: Class 24 contains 5708 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 3441 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98698 members 
Mstep: Class 30 contains 3984 members 
Mstep: Class 31 contains 22309 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5556 members 
Mstep: Class 34 contains 3922 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19396 members 
Mstep: Class 41 contains 23765 members 
Mstep: Class 42 contains 8477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957860.000000 Penalty: 139028.390625
Iteration 203Q: 43 clusters Score -5.895786e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 44875 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61523 members 
Mstep: Class 13 contains 15286 members 
Mstep: Class 14 contains 18702 members 
Mstep: Class 15 contains 14405 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25266 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15891 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16248 members 
Mstep: Class 24 contains 5717 members 
Mstep: Class 25 contains 15402 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98699 members 
Mstep: Class 30 contains 3986 members 
Mstep: Class 31 contains 22310 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3928 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19392 members 
Mstep: Class 41 contains 23709 members 
Mstep: Class 42 contains 8764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957916.000000 Penalty: 139028.390625
Iteration 204Q: 43 clusters Score -5.895792e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 29897 members 
Mstep: Class 7 contains 44854 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61521 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 18702 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15895 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16252 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 15372 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98696 members 
Mstep: Class 30 contains 3986 members 
Mstep: Class 31 contains 22311 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3926 members 
Mstep: Class 35 contains 1195 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19393 members 
Mstep: Class 41 contains 23673 members 
Mstep: Class 42 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958164.000000 Penalty: 139028.390625
Iteration 205Q: 43 clusters Score -5.895816e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 29897 members 
Mstep: Class 7 contains 44824 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61517 members 
Mstep: Class 13 contains 15264 members 
Mstep: Class 14 contains 18702 members 
Mstep: Class 15 contains 14182 members 
Mstep: Class 16 contains 15720 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25274 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15899 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16249 members 
Mstep: Class 24 contains 5740 members 
Mstep: Class 25 contains 15350 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98696 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 22310 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3930 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19388 members 
Mstep: Class 41 contains 23648 members 
Mstep: Class 42 contains 9169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958024.000000 Penalty: 139028.390625
Iteration 206Q: 43 clusters Score -5.895802e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 29899 members 
Mstep: Class 7 contains 44812 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61519 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 14078 members 
Mstep: Class 16 contains 15712 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25277 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15900 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16249 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 15320 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98701 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 22309 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3931 members 
Mstep: Class 35 contains 1196 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19386 members 
Mstep: Class 41 contains 23627 members 
Mstep: Class 42 contains 9348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958108.000000 Penalty: 139028.390625
Iteration 207Q: 43 clusters Score -5.895811e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 29898 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61522 members 
Mstep: Class 13 contains 15249 members 
Mstep: Class 14 contains 18701 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 15708 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25279 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16244 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 15301 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98705 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 22308 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3931 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19393 members 
Mstep: Class 41 contains 23610 members 
Mstep: Class 42 contains 9479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958048.000000 Penalty: 139028.390625
Iteration 208Q: 43 clusters Score -5.895805e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 4176 members 
Mstep: Class 6 contains 29896 members 
Mstep: Class 7 contains 44795 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61519 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 18700 members 
Mstep: Class 15 contains 13926 members 
Mstep: Class 16 contains 15707 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25282 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15905 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16257 members 
Mstep: Class 24 contains 5754 members 
Mstep: Class 25 contains 15296 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98704 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 22308 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3933 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19396 members 
Mstep: Class 41 contains 23593 members 
Mstep: Class 42 contains 9576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958076.000000 Penalty: 139028.390625
Iteration 209Q: 43 clusters Score -5.895808e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4166 members 
Mstep: Class 6 contains 29896 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61519 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 18699 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25285 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15905 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 15291 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98705 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 22306 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5554 members 
Mstep: Class 34 contains 3938 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19402 members 
Mstep: Class 41 contains 23579 members 
Mstep: Class 42 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958004.000000 Penalty: 139028.390625
Iteration 210Q: 43 clusters Score -5.8958e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 29899 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61518 members 
Mstep: Class 13 contains 15221 members 
Mstep: Class 14 contains 18696 members 
Mstep: Class 15 contains 13807 members 
Mstep: Class 16 contains 15705 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25286 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16259 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 15286 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98711 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 22306 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3944 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19408 members 
Mstep: Class 41 contains 23570 members 
Mstep: Class 42 contains 9722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958052.000000 Penalty: 139028.390625
Iteration 211Q: 43 clusters Score -5.895805e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 29897 members 
Mstep: Class 7 contains 44794 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61521 members 
Mstep: Class 13 contains 15218 members 
Mstep: Class 14 contains 18695 members 
Mstep: Class 15 contains 13759 members 
Mstep: Class 16 contains 15703 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25286 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15909 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16267 members 
Mstep: Class 24 contains 5782 members 
Mstep: Class 25 contains 15286 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98713 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 22306 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3945 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19406 members 
Mstep: Class 41 contains 23559 members 
Mstep: Class 42 contains 9781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958088.000000 Penalty: 139028.390625
Iteration 212Q: 43 clusters Score -5.895809e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 29899 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61517 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 18695 members 
Mstep: Class 15 contains 13722 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25288 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16270 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 15278 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98712 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 22305 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3950 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6346 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19408 members 
Mstep: Class 41 contains 23554 members 
Mstep: Class 42 contains 9829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958060.000000 Penalty: 139028.390625
Iteration 213Q: 43 clusters Score -5.895806e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 29898 members 
Mstep: Class 7 contains 44786 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61515 members 
Mstep: Class 13 contains 15217 members 
Mstep: Class 14 contains 18695 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25290 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15912 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16271 members 
Mstep: Class 24 contains 5785 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98714 members 
Mstep: Class 30 contains 3991 members 
Mstep: Class 31 contains 22302 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6346 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19412 members 
Mstep: Class 41 contains 23553 members 
Mstep: Class 42 contains 9881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958092.000000 Penalty: 139028.390625
Iteration 214Q: 43 clusters Score -5.895809e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 29897 members 
Mstep: Class 7 contains 44774 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61511 members 
Mstep: Class 13 contains 15214 members 
Mstep: Class 14 contains 18694 members 
Mstep: Class 15 contains 13653 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25290 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16275 members 
Mstep: Class 24 contains 5786 members 
Mstep: Class 25 contains 15276 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98715 members 
Mstep: Class 30 contains 3991 members 
Mstep: Class 31 contains 22299 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3958 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6345 members 
Mstep: Class 38 contains 10362 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19413 members 
Mstep: Class 41 contains 23553 members 
Mstep: Class 42 contains 9931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958100.000000 Penalty: 139028.390625
Iteration 215Q: 43 clusters Score -5.89581e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 29900 members 
Mstep: Class 7 contains 44766 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61507 members 
Mstep: Class 13 contains 15210 members 
Mstep: Class 14 contains 18693 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25289 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16275 members 
Mstep: Class 24 contains 5788 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98716 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22298 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3959 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6346 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19415 members 
Mstep: Class 41 contains 23555 members 
Mstep: Class 42 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958128.000000 Penalty: 139028.390625
Iteration 216Q: 43 clusters Score -5.895813e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 29900 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15208 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13607 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25290 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15909 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16280 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98718 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22294 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19413 members 
Mstep: Class 41 contains 23555 members 
Mstep: Class 42 contains 10007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958152.000000 Penalty: 139028.390625
Iteration 217Q: 43 clusters Score -5.895815e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 29900 members 
Mstep: Class 7 contains 44754 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13589 members 
Mstep: Class 16 contains 15703 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25290 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15912 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16282 members 
Mstep: Class 24 contains 5792 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98718 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19417 members 
Mstep: Class 41 contains 23556 members 
Mstep: Class 42 contains 10034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958160.000000 Penalty: 139028.390625
Iteration 218Q: 43 clusters Score -5.895816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 29901 members 
Mstep: Class 7 contains 44752 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61501 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 13574 members 
Mstep: Class 16 contains 15704 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25292 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15912 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16283 members 
Mstep: Class 24 contains 5799 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98718 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22292 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19418 members 
Mstep: Class 41 contains 23554 members 
Mstep: Class 42 contains 10048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958160.000000 Penalty: 139028.390625
Iteration 219Q: 43 clusters Score -5.895816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 29901 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61501 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13565 members 
Mstep: Class 16 contains 15704 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 25291 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16285 members 
Mstep: Class 24 contains 5805 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98718 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22292 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19420 members 
Mstep: Class 41 contains 23550 members 
Mstep: Class 42 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958204.000000 Penalty: 139028.390625
Iteration 220F: 43 clusters Score -5.89582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 44746 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13552 members 
Mstep: Class 16 contains 15703 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25290 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16285 members 
Mstep: Class 24 contains 5810 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98719 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22292 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19419 members 
Mstep: Class 41 contains 23548 members 
Mstep: Class 42 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958260.000000 Penalty: 139028.390625
Iteration 221Q: 43 clusters Score -5.895826e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 44739 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61501 members 
Mstep: Class 13 contains 15206 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13529 members 
Mstep: Class 16 contains 15701 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25292 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16288 members 
Mstep: Class 24 contains 5816 members 
Mstep: Class 25 contains 15262 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98719 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22292 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19420 members 
Mstep: Class 41 contains 23549 members 
Mstep: Class 42 contains 10099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958296.000000 Penalty: 139028.390625
Iteration 222Q: 43 clusters Score -5.89583e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 44741 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15203 members 
Mstep: Class 14 contains 18694 members 
Mstep: Class 15 contains 13503 members 
Mstep: Class 16 contains 15703 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25292 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16290 members 
Mstep: Class 24 contains 5823 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 98717 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22292 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3967 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19421 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 10116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958396.000000 Penalty: 139028.390625
Iteration 223Q: 43 clusters Score -5.89584e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 29903 members 
Mstep: Class 7 contains 44747 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61501 members 
Mstep: Class 13 contains 15201 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13481 members 
Mstep: Class 16 contains 15708 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25292 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16288 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 15260 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98720 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19421 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 10135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958392.000000 Penalty: 139028.390625
Iteration 224Q: 43 clusters Score -5.895839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 44752 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 13 contains 15199 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 15708 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25291 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16284 members 
Mstep: Class 24 contains 5839 members 
Mstep: Class 25 contains 15256 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 98723 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19422 members 
Mstep: Class 41 contains 23551 members 
Mstep: Class 42 contains 10160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958368.000000 Penalty: 139028.390625
Iteration 225Q: 43 clusters Score -5.895837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44753 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15198 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25293 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16283 members 
Mstep: Class 24 contains 5845 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 98725 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19426 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958352.000000 Penalty: 139028.390625
Iteration 226Q: 43 clusters Score -5.895835e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44755 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15198 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 13406 members 
Mstep: Class 16 contains 15704 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16289 members 
Mstep: Class 24 contains 5857 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 98725 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3961 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19428 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 10184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958312.000000 Penalty: 139028.390625
Iteration 227Q: 43 clusters Score -5.895831e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44757 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15197 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 13373 members 
Mstep: Class 16 contains 15701 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 5864 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98726 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3959 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19432 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958252.000000 Penalty: 139028.390625
Iteration 228Q: 43 clusters Score -5.895825e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 18692 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 5870 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 98728 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3959 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19429 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 10227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958216.000000 Penalty: 139028.390625
Iteration 229Q: 43 clusters Score -5.895822e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 13 contains 15194 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 15698 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15914 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 16314 members 
Mstep: Class 24 contains 5874 members 
Mstep: Class 25 contains 15251 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 98730 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3959 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19429 members 
Mstep: Class 41 contains 23553 members 
Mstep: Class 42 contains 10259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958284.000000 Penalty: 139028.390625
Iteration 230Q: 43 clusters Score -5.895828e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 44772 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 13 contains 15193 members 
Mstep: Class 14 contains 18692 members 
Mstep: Class 15 contains 13263 members 
Mstep: Class 16 contains 15695 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15916 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16321 members 
Mstep: Class 24 contains 5879 members 
Mstep: Class 25 contains 15245 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 98732 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22292 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3959 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19429 members 
Mstep: Class 41 contains 23548 members 
Mstep: Class 42 contains 10302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958360.000000 Penalty: 139028.390625
Iteration 231Q: 43 clusters Score -5.895836e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44771 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15190 members 
Mstep: Class 14 contains 18692 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 16333 members 
Mstep: Class 24 contains 5890 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98731 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22291 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3959 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19429 members 
Mstep: Class 41 contains 23548 members 
Mstep: Class 42 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958404.000000 Penalty: 139028.390625
Iteration 232Q: 43 clusters Score -5.89584e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 29907 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 13 contains 15187 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13201 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16343 members 
Mstep: Class 24 contains 5899 members 
Mstep: Class 25 contains 15238 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98733 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22291 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3960 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19432 members 
Mstep: Class 41 contains 23547 members 
Mstep: Class 42 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958360.000000 Penalty: 139028.390625
Iteration 233Q: 43 clusters Score -5.895836e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15174 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16350 members 
Mstep: Class 24 contains 5910 members 
Mstep: Class 25 contains 15232 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98734 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22291 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3961 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19436 members 
Mstep: Class 41 contains 23548 members 
Mstep: Class 42 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958468.000000 Penalty: 139028.390625
Iteration 234Q: 43 clusters Score -5.895847e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 44761 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15168 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16355 members 
Mstep: Class 24 contains 5917 members 
Mstep: Class 25 contains 15224 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98734 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3962 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19435 members 
Mstep: Class 41 contains 23549 members 
Mstep: Class 42 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958548.000000 Penalty: 139028.390625
Iteration 235Q: 43 clusters Score -5.895855e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 29904 members 
Mstep: Class 7 contains 44755 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15163 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13134 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25293 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16360 members 
Mstep: Class 24 contains 5925 members 
Mstep: Class 25 contains 15219 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19436 members 
Mstep: Class 41 contains 23547 members 
Mstep: Class 42 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958564.000000 Penalty: 139028.390625
Iteration 236Q: 43 clusters Score -5.895856e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 4006 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 44747 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15157 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13110 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25293 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16365 members 
Mstep: Class 24 contains 5930 members 
Mstep: Class 25 contains 15215 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19438 members 
Mstep: Class 41 contains 23543 members 
Mstep: Class 42 contains 10505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958576.000000 Penalty: 139028.390625
Iteration 237Q: 43 clusters Score -5.895858e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 29907 members 
Mstep: Class 7 contains 44733 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15152 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13086 members 
Mstep: Class 16 contains 15688 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16369 members 
Mstep: Class 24 contains 5937 members 
Mstep: Class 25 contains 15212 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3962 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23539 members 
Mstep: Class 42 contains 10547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958576.000000 Penalty: 139028.390625
Iteration 238Q: 43 clusters Score -5.895858e+07 nChanged 99
Entering ConstructFrom: 
Score: -58958576.000000 Penalty: 139028.390625
Entering ConstructFrom: 
Trying to split cluster 1 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -240537.343750 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -240537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -237284.968750 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -237285 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238639.578125 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -238639.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -239728.406250 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -239728.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -240455.375000 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -240455.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -240804.140625 Penalty: 4000.839111
	Iteration 4F: 3 clusters Score -240804.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -241043.562500 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -241043.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -241207.937500 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -241207.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -241301.218750 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -241301.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -241387.937500 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -241387.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -241450.859375 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -241450.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -241511.296875 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -241511.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -241533.593750 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -241533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -241542.562500 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -241542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -241552.046875 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -241552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -241559.078125 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -241559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -241566.984375 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -241567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -241580.781250 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -241580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -241591.156250 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -241591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -241594.109375 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -241594.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -241598.015625 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -241598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -241598.640625 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -241598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -241598.921875 Penalty: 4000.839111
	Iteration 21Q: 3 clusters Score -241598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -241599.265625 Penalty: 4000.839111
	Iteration 22Q: 3 clusters Score -241599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -241599.265625 Penalty: 4000.839111
	Iteration 23F: 3 clusters Score -241599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10591 members 
Mstep: Class 43 contains 1625 members 
Entering Unmasked Estep 
Score: -58958312.000000 Penalty: 142338.593750
Splitting cluster 1 changes total score from -58958576.000000 to -58958312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -250620.218750 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -250620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -247574.703125 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -247574.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -248176.125000 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -248176.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -248328.500000 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -248328.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -248415.671875 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -248415.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -248482.546875 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -248482.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -248538.687500 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -248538.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -248581.109375 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -248581.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -248623.140625 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -248623.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -248676.343750 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -248676.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -248735.765625 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -248735.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -248789.484375 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -248789.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -248858.656250 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -248858.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -248945.375000 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -248945.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -249035.718750 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -249035.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -249098.625000 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -249098.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -249156.875000 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -249156.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -249217.500000 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -249217.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249252.203125 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -249252.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249282.109375 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -249282.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -249308.734375 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -249308.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -249326.109375 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -249326.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -249339.781250 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -249339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -249350.359375 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -249350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -249354.734375 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -249354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -249358.937500 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -249358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249362.968750 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -249363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -249366.531250 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -249366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249372.421875 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -249372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -249382.203125 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -249382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -249388.625000 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -249388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -249392.593750 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -249392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -249398.812500 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -249398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -249401.593750 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -249401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -249405.968750 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -249406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -249408.312500 Penalty: 3923.653076
	Iteration 34Q: 3 clusters Score -249408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -249412.125000 Penalty: 3923.653076
	Iteration 35Q: 3 clusters Score -249412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -249414.312500 Penalty: 3923.653076
	Iteration 36Q: 3 clusters Score -249414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -249416.015625 Penalty: 3923.653076
	Iteration 37Q: 3 clusters Score -249416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -249420.906250 Penalty: 3923.653076
	Iteration 38Q: 3 clusters Score -249420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -249423.296875 Penalty: 3923.653076
	Iteration 39Q: 3 clusters Score -249423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -249428.500000 Penalty: 3923.653076
	Iteration 40F: 3 clusters Score -249428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -249432.937500 Penalty: 3923.653076
	Iteration 41Q: 3 clusters Score -249432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -249438.750000 Penalty: 3923.653076
	Iteration 42Q: 3 clusters Score -249438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -249443.265625 Penalty: 3923.653076
	Iteration 43Q: 3 clusters Score -249443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -249449.640625 Penalty: 3923.653076
	Iteration 44Q: 3 clusters Score -249449.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -249454.171875 Penalty: 3923.653076
	Iteration 45Q: 3 clusters Score -249454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -249456.109375 Penalty: 3923.653076
	Iteration 46Q: 3 clusters Score -249456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -249460.031250 Penalty: 3923.653076
	Iteration 47Q: 3 clusters Score -249460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -249463.437500 Penalty: 3923.653076
	Iteration 48Q: 3 clusters Score -249463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -249465.609375 Penalty: 3923.653076
	Iteration 49Q: 3 clusters Score -249465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -249467.531250 Penalty: 3923.653076
	Iteration 50Q: 3 clusters Score -249467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -249469.234375 Penalty: 3923.653076
	Iteration 51Q: 3 clusters Score -249469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -249469.234375 Penalty: 3923.653076
	Iteration 52F: 3 clusters Score -249469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Entering Unmasked Estep 
Score: -2425996.500000 Penalty: 2510.927979
	Iteration 0F: 2 clusters Score -2425996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2408694.750000 Penalty: 5021.855957
	Iteration 0F: 3 clusters Score -2408695 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2415096.750000 Penalty: 5021.855957
	Iteration 1F: 3 clusters Score -2415097 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2415927.500000 Penalty: 5021.855957
	Iteration 2F: 3 clusters Score -2415928 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2416924.000000 Penalty: 5021.855957
	Iteration 3F: 3 clusters Score -2416924 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2418092.250000 Penalty: 5021.855957
	Iteration 4F: 3 clusters Score -2418092 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2419249.750000 Penalty: 5021.855957
	Iteration 5F: 3 clusters Score -2419250 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2420318.750000 Penalty: 5021.855957
	Iteration 6F: 3 clusters Score -2420319 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2421209.500000 Penalty: 5021.855957
	Iteration 7F: 3 clusters Score -2421210 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2421921.250000 Penalty: 5021.855957
	Iteration 8Q: 3 clusters Score -2421921 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2422408.500000 Penalty: 5021.855957
	Iteration 9Q: 3 clusters Score -2422408 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2422721.750000 Penalty: 5021.855957
	Iteration 10Q: 3 clusters Score -2422722 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2422923.500000 Penalty: 5021.855957
	Iteration 11Q: 3 clusters Score -2422924 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2423101.500000 Penalty: 5021.855957
	Iteration 12Q: 3 clusters Score -2423102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2423272.750000 Penalty: 5021.855957
	Iteration 13Q: 3 clusters Score -2423273 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2423430.250000 Penalty: 5021.855957
	Iteration 14Q: 3 clusters Score -2423430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2423542.750000 Penalty: 5021.855957
	Iteration 15Q: 3 clusters Score -2423543 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2423643.000000 Penalty: 5021.855957
	Iteration 16Q: 3 clusters Score -2423643 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2423741.000000 Penalty: 5021.855957
	Iteration 17Q: 3 clusters Score -2423741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2423808.000000 Penalty: 5021.855957
	Iteration 18Q: 3 clusters Score -2423808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2423873.000000 Penalty: 5021.855957
	Iteration 19Q: 3 clusters Score -2423873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2423902.000000 Penalty: 5021.855957
	Iteration 20F: 3 clusters Score -2423902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2423921.750000 Penalty: 5021.855957
	Iteration 21Q: 3 clusters Score -2423922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2423940.250000 Penalty: 5021.855957
	Iteration 22Q: 3 clusters Score -2423940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2423957.500000 Penalty: 5021.855957
	Iteration 23Q: 3 clusters Score -2423958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2423973.000000 Penalty: 5021.855957
	Iteration 24Q: 3 clusters Score -2423973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2423986.750000 Penalty: 5021.855957
	Iteration 25Q: 3 clusters Score -2423987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2423994.000000 Penalty: 5021.855957
	Iteration 26Q: 3 clusters Score -2423994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2424002.750000 Penalty: 5021.855957
	Iteration 27Q: 3 clusters Score -2424003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2424017.500000 Penalty: 5021.855957
	Iteration 28Q: 3 clusters Score -2424018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2424025.250000 Penalty: 5021.855957
	Iteration 29Q: 3 clusters Score -2424025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2424024.750000 Penalty: 5021.855957
	Iteration 30Q: 3 clusters Score -2424025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2424029.750000 Penalty: 5021.855957
	Iteration 31Q: 3 clusters Score -2424030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2424040.250000 Penalty: 5021.855957
	Iteration 32Q: 3 clusters Score -2424040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2424036.750000 Penalty: 5021.855957
	Iteration 33Q: 3 clusters Score -2424037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2424039.750000 Penalty: 5021.855957
	Iteration 34Q: 3 clusters Score -2424040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2424039.500000 Penalty: 5021.855957
	Iteration 35Q: 3 clusters Score -2424040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2424040.750000 Penalty: 5021.855957
	Iteration 36Q: 3 clusters Score -2424041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2424042.500000 Penalty: 5021.855957
	Iteration 37Q: 3 clusters Score -2424042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2424043.000000 Penalty: 5021.855957
	Iteration 38Q: 3 clusters Score -2424043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2424044.250000 Penalty: 5021.855957
	Iteration 39Q: 3 clusters Score -2424044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2424043.250000 Penalty: 5021.855957
	Iteration 40F: 3 clusters Score -2424043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -568521.875000 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -568521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -563129.000000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -563129 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -564572.250000 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -564572.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -564978.562500 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -564978.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -565346.500000 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -565346.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -565762.687500 Penalty: 4343.548828
	Iteration 4F: 3 clusters Score -565762.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -566218.937500 Penalty: 4343.548828
	Iteration 5F: 3 clusters Score -566218.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -566676.750000 Penalty: 4343.548828
	Iteration 6F: 3 clusters Score -566676.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -567093.562500 Penalty: 4343.548828
	Iteration 7F: 3 clusters Score -567093.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -567400.875000 Penalty: 4343.548828
	Iteration 8F: 3 clusters Score -567400.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -567607.687500 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -567607.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -567754.875000 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -567754.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -567849.125000 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -567849.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -567920.375000 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -567920.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -567982.187500 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -567982.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -568031.687500 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -568031.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -568080.937500 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -568080.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -568141.250000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -568141.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -568203.187500 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -568203.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -568251.000000 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -568251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -568293.187500 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -568293.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -568329.375000 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -568329.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -568366.562500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -568366.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -568402.062500 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -568402.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -568432.750000 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -568432.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -568460.187500 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -568460.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -568484.750000 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -568484.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -568502.937500 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -568502.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -568521.250000 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -568521.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -568535.875000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -568535.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -568548.625000 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -568548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -568554.875000 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -568554.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -568558.562500 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -568558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -568564.875000 Penalty: 4343.548828
	Iteration 32Q: 3 clusters Score -568564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -568568.562500 Penalty: 4343.548828
	Iteration 33Q: 3 clusters Score -568568.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -568577.437500 Penalty: 4343.548828
	Iteration 34Q: 3 clusters Score -568577.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -568583.125000 Penalty: 4343.548828
	Iteration 35Q: 3 clusters Score -568583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -568585.437500 Penalty: 4343.548828
	Iteration 36Q: 3 clusters Score -568585.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -568588.562500 Penalty: 4343.548828
	Iteration 37Q: 3 clusters Score -568588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -568592.437500 Penalty: 4343.548828
	Iteration 38Q: 3 clusters Score -568592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -568593.437500 Penalty: 4343.548828
	Iteration 39Q: 3 clusters Score -568593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -568593.937500 Penalty: 4343.548828
	Iteration 40F: 3 clusters Score -568593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -568596.625000 Penalty: 4343.548828
	Iteration 41Q: 3 clusters Score -568596.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -568599.062500 Penalty: 4343.548828
	Iteration 42Q: 3 clusters Score -568599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -568599.062500 Penalty: 4343.548828
	Iteration 43Q: 3 clusters Score -568599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -568600.937500 Penalty: 4343.548828
	Iteration 44Q: 3 clusters Score -568600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -568602.250000 Penalty: 4343.548828
	Iteration 45Q: 3 clusters Score -568602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -568601.937500 Penalty: 4343.548828
	Iteration 46Q: 3 clusters Score -568601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -568603.500000 Penalty: 4343.548828
	Iteration 47Q: 3 clusters Score -568603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -568604.187500 Penalty: 4343.548828
	Iteration 48Q: 3 clusters Score -568604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -568604.125000 Penalty: 4343.548828
	Iteration 49Q: 3 clusters Score -568604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -568604.500000 Penalty: 4343.548828
	Iteration 50Q: 3 clusters Score -568604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -568605.500000 Penalty: 4343.548828
	Iteration 51Q: 3 clusters Score -568605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -568605.062500 Penalty: 4343.548828
	Iteration 52Q: 3 clusters Score -568605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -568605.062500 Penalty: 4343.548828
	Iteration 53F: 3 clusters Score -568605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10591 members 
Mstep: Class 43 contains 4614 members 
Entering Unmasked Estep 
Score: -58957696.000000 Penalty: 142338.593750
Splitting cluster 4 changes total score from -58958576.000000 to -58957696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -345962.718750 Penalty: 2056.303711
	Iteration 0F: 2 clusters Score -345962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -342093.187500 Penalty: 4112.607422
	Iteration 0F: 3 clusters Score -342093.2 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -343020.437500 Penalty: 4112.607422
	Iteration 1F: 3 clusters Score -343020.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -343297.000000 Penalty: 4112.607422
	Iteration 2F: 3 clusters Score -343297 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -343529.531250 Penalty: 4112.607422
	Iteration 3F: 3 clusters Score -343529.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -343720.875000 Penalty: 4112.607422
	Iteration 4F: 3 clusters Score -343720.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -343868.500000 Penalty: 4112.607422
	Iteration 5Q: 3 clusters Score -343868.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -344003.437500 Penalty: 4112.607422
	Iteration 6Q: 3 clusters Score -344003.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -344109.656250 Penalty: 4112.607422
	Iteration 7Q: 3 clusters Score -344109.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -344208.843750 Penalty: 4112.607422
	Iteration 8Q: 3 clusters Score -344208.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -344270.500000 Penalty: 4112.607422
	Iteration 9Q: 3 clusters Score -344270.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -344346.625000 Penalty: 4112.607422
	Iteration 10Q: 3 clusters Score -344346.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -344422.125000 Penalty: 4112.607422
	Iteration 11Q: 3 clusters Score -344422.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -344492.750000 Penalty: 4112.607422
	Iteration 12Q: 3 clusters Score -344492.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -344564.093750 Penalty: 4112.607422
	Iteration 13Q: 3 clusters Score -344564.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -344627.468750 Penalty: 4112.607422
	Iteration 14Q: 3 clusters Score -344627.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -344694.406250 Penalty: 4112.607422
	Iteration 15Q: 3 clusters Score -344694.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -344748.031250 Penalty: 4112.607422
	Iteration 16Q: 3 clusters Score -344748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -344794.531250 Penalty: 4112.607422
	Iteration 17Q: 3 clusters Score -344794.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -344823.593750 Penalty: 4112.607422
	Iteration 18Q: 3 clusters Score -344823.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -344844.593750 Penalty: 4112.607422
	Iteration 19Q: 3 clusters Score -344844.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -344860.625000 Penalty: 4112.607422
	Iteration 20F: 3 clusters Score -344860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -344870.875000 Penalty: 4112.607422
	Iteration 21Q: 3 clusters Score -344870.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -344880.562500 Penalty: 4112.607422
	Iteration 22Q: 3 clusters Score -344880.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -344893.093750 Penalty: 4112.607422
	Iteration 23Q: 3 clusters Score -344893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -344903.625000 Penalty: 4112.607422
	Iteration 24Q: 3 clusters Score -344903.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -344911.343750 Penalty: 4112.607422
	Iteration 25Q: 3 clusters Score -344911.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -344918.531250 Penalty: 4112.607422
	Iteration 26Q: 3 clusters Score -344918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -344921.500000 Penalty: 4112.607422
	Iteration 27Q: 3 clusters Score -344921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -344924.593750 Penalty: 4112.607422
	Iteration 28Q: 3 clusters Score -344924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -344926.062500 Penalty: 4112.607422
	Iteration 29Q: 3 clusters Score -344926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -344926.656250 Penalty: 4112.607422
	Iteration 30Q: 3 clusters Score -344926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -344928.906250 Penalty: 4112.607422
	Iteration 31Q: 3 clusters Score -344928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -344931.093750 Penalty: 4112.607422
	Iteration 32Q: 3 clusters Score -344931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -344932.187500 Penalty: 4112.607422
	Iteration 33Q: 3 clusters Score -344932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -344931.718750 Penalty: 4112.607422
	Iteration 34Q: 3 clusters Score -344931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -344932.218750 Penalty: 4112.607422
	Iteration 35Q: 3 clusters Score -344932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -344932.218750 Penalty: 4112.607422
	Iteration 36F: 3 clusters Score -344932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Entering Unmasked Estep 
Score: -2989123.000000 Penalty: 2555.858643
	Iteration 0F: 2 clusters Score -2989123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2968487.750000 Penalty: 5111.717285
	Iteration 0F: 3 clusters Score -2968488 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2975738.250000 Penalty: 5111.717285
	Iteration 1F: 3 clusters Score -2975738 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2976218.500000 Penalty: 5111.717285
	Iteration 2Q: 3 clusters Score -2976218 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2976636.250000 Penalty: 5111.717285
	Iteration 3Q: 3 clusters Score -2976636 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2977013.500000 Penalty: 5111.717285
	Iteration 4Q: 3 clusters Score -2977014 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2977374.500000 Penalty: 5111.717285
	Iteration 5Q: 3 clusters Score -2977374 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2977721.250000 Penalty: 5111.717285
	Iteration 6Q: 3 clusters Score -2977721 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2978079.000000 Penalty: 5111.717285
	Iteration 7Q: 3 clusters Score -2978079 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2978512.000000 Penalty: 5111.717285
	Iteration 8Q: 3 clusters Score -2978512 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2979003.500000 Penalty: 5111.717285
	Iteration 9Q: 3 clusters Score -2979004 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2979607.000000 Penalty: 5111.717285
	Iteration 10Q: 3 clusters Score -2979607 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2980319.250000 Penalty: 5111.717285
	Iteration 11Q: 3 clusters Score -2980319 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2981203.500000 Penalty: 5111.717285
	Iteration 12Q: 3 clusters Score -2981204 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2982149.500000 Penalty: 5111.717285
	Iteration 13Q: 3 clusters Score -2982150 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2983083.750000 Penalty: 5111.717285
	Iteration 14Q: 3 clusters Score -2983084 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2983937.750000 Penalty: 5111.717285
	Iteration 15Q: 3 clusters Score -2983938 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2984579.250000 Penalty: 5111.717285
	Iteration 16Q: 3 clusters Score -2984579 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2985016.000000 Penalty: 5111.717285
	Iteration 17Q: 3 clusters Score -2985016 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2985345.250000 Penalty: 5111.717285
	Iteration 18Q: 3 clusters Score -2985345 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2985611.000000 Penalty: 5111.717285
	Iteration 19Q: 3 clusters Score -2985611 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2985861.250000 Penalty: 5111.717285
	Iteration 20F: 3 clusters Score -2985861 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2986119.750000 Penalty: 5111.717285
	Iteration 21Q: 3 clusters Score -2986120 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2986362.250000 Penalty: 5111.717285
	Iteration 22Q: 3 clusters Score -2986362 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2986570.500000 Penalty: 5111.717285
	Iteration 23Q: 3 clusters Score -2986570 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2986720.000000 Penalty: 5111.717285
	Iteration 24Q: 3 clusters Score -2986720 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2986873.250000 Penalty: 5111.717285
	Iteration 25Q: 3 clusters Score -2986873 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2986991.000000 Penalty: 5111.717285
	Iteration 26Q: 3 clusters Score -2986991 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2987081.250000 Penalty: 5111.717285
	Iteration 27Q: 3 clusters Score -2987081 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2987194.750000 Penalty: 5111.717285
	Iteration 28Q: 3 clusters Score -2987195 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2987263.250000 Penalty: 5111.717285
	Iteration 29Q: 3 clusters Score -2987263 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2987337.250000 Penalty: 5111.717285
	Iteration 30Q: 3 clusters Score -2987337 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2987406.500000 Penalty: 5111.717285
	Iteration 31Q: 3 clusters Score -2987406 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2987469.250000 Penalty: 5111.717285
	Iteration 32Q: 3 clusters Score -2987469 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2987497.000000 Penalty: 5111.717285
	Iteration 33Q: 3 clusters Score -2987497 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2987554.500000 Penalty: 5111.717285
	Iteration 34Q: 3 clusters Score -2987554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2987581.250000 Penalty: 5111.717285
	Iteration 35Q: 3 clusters Score -2987581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2987631.000000 Penalty: 5111.717285
	Iteration 36Q: 3 clusters Score -2987631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2987671.000000 Penalty: 5111.717285
	Iteration 37Q: 3 clusters Score -2987671 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2987681.500000 Penalty: 5111.717285
	Iteration 38Q: 3 clusters Score -2987682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2987706.750000 Penalty: 5111.717285
	Iteration 39Q: 3 clusters Score -2987707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2987730.000000 Penalty: 5111.717285
	Iteration 40F: 3 clusters Score -2987730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2987750.750000 Penalty: 5111.717285
	Iteration 41Q: 3 clusters Score -2987751 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2987768.500000 Penalty: 5111.717285
	Iteration 42Q: 3 clusters Score -2987768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2987791.250000 Penalty: 5111.717285
	Iteration 43Q: 3 clusters Score -2987791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2987814.250000 Penalty: 5111.717285
	Iteration 44Q: 3 clusters Score -2987814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2987827.250000 Penalty: 5111.717285
	Iteration 45Q: 3 clusters Score -2987827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -2987860.250000 Penalty: 5111.717285
	Iteration 46Q: 3 clusters Score -2987860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2987877.250000 Penalty: 5111.717285
	Iteration 47Q: 3 clusters Score -2987877 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2987899.250000 Penalty: 5111.717285
	Iteration 48Q: 3 clusters Score -2987899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -2987907.750000 Penalty: 5111.717285
	Iteration 49Q: 3 clusters Score -2987908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2987908.500000 Penalty: 5111.717285
	Iteration 50Q: 3 clusters Score -2987908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2987917.000000 Penalty: 5111.717285
	Iteration 51Q: 3 clusters Score -2987917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2987925.250000 Penalty: 5111.717285
	Iteration 52Q: 3 clusters Score -2987925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2987938.000000 Penalty: 5111.717285
	Iteration 53Q: 3 clusters Score -2987938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -2987946.250000 Penalty: 5111.717285
	Iteration 54Q: 3 clusters Score -2987946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2987950.500000 Penalty: 5111.717285
	Iteration 55Q: 3 clusters Score -2987950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2987952.500000 Penalty: 5111.717285
	Iteration 56Q: 3 clusters Score -2987952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2987953.250000 Penalty: 5111.717285
	Iteration 57Q: 3 clusters Score -2987953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2987971.750000 Penalty: 5111.717285
	Iteration 58Q: 3 clusters Score -2987972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2987979.000000 Penalty: 5111.717285
	Iteration 59Q: 3 clusters Score -2987979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -2987975.500000 Penalty: 5111.717285
	Iteration 60F: 3 clusters Score -2987976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2987978.000000 Penalty: 5111.717285
	Iteration 61Q: 3 clusters Score -2987978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2987982.000000 Penalty: 5111.717285
	Iteration 62Q: 3 clusters Score -2987982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2987986.750000 Penalty: 5111.717285
	Iteration 63Q: 3 clusters Score -2987987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2987988.750000 Penalty: 5111.717285
	Iteration 64Q: 3 clusters Score -2987989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2987989.500000 Penalty: 5111.717285
	Iteration 65Q: 3 clusters Score -2987990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2987990.000000 Penalty: 5111.717285
	Iteration 66Q: 3 clusters Score -2987990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2987984.500000 Penalty: 5111.717285
	Iteration 67Q: 3 clusters Score -2987984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2987986.250000 Penalty: 5111.717285
	Iteration 68Q: 3 clusters Score -2987986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2987990.750000 Penalty: 5111.717285
	Iteration 69Q: 3 clusters Score -2987991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2987997.750000 Penalty: 5111.717285
	Iteration 70Q: 3 clusters Score -2987998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2987996.750000 Penalty: 5111.717285
	Iteration 71Q: 3 clusters Score -2987997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -2987992.250000 Penalty: 5111.717285
	Iteration 72Q: 3 clusters Score -2987992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2987990.250000 Penalty: 5111.717285
	Iteration 73Q: 3 clusters Score -2987990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -2987992.500000 Penalty: 5111.717285
	Iteration 74Q: 3 clusters Score -2987992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2987997.750000 Penalty: 5111.717285
	Iteration 75Q: 3 clusters Score -2987998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2987995.500000 Penalty: 5111.717285
	Iteration 76Q: 3 clusters Score -2987996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -2987994.750000 Penalty: 5111.717285
	Iteration 77Q: 3 clusters Score -2987995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2987995.500000 Penalty: 5111.717285
	Iteration 78Q: 3 clusters Score -2987996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2987996.750000 Penalty: 5111.717285
	Iteration 79Q: 3 clusters Score -2987997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2987997.500000 Penalty: 5111.717285
	Iteration 80F: 3 clusters Score -2987998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2987999.000000 Penalty: 5111.717285
	Iteration 81Q: 3 clusters Score -2987999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2988000.000000 Penalty: 5111.717285
	Iteration 82Q: 3 clusters Score -2988000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2988000.000000 Penalty: 5111.717285
	Iteration 83F: 3 clusters Score -2988000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Entering Unmasked Estep 
Score: -4365895.500000 Penalty: 2655.649902
	Iteration 0F: 2 clusters Score -4365896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4335764.500000 Penalty: 5311.299805
	Iteration 0F: 3 clusters Score -4335764 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4347582.000000 Penalty: 5311.299805
	Iteration 1F: 3 clusters Score -4347582 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4348900.000000 Penalty: 5311.299805
	Iteration 2F: 3 clusters Score -4348900 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4350740.000000 Penalty: 5311.299805
	Iteration 3F: 3 clusters Score -4350740 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4353179.500000 Penalty: 5311.299805
	Iteration 4F: 3 clusters Score -4353180 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4355587.000000 Penalty: 5311.299805
	Iteration 5F: 3 clusters Score -4355587 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4357677.500000 Penalty: 5311.299805
	Iteration 6F: 3 clusters Score -4357678 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -4359207.500000 Penalty: 5311.299805
	Iteration 7F: 3 clusters Score -4359208 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -4360277.000000 Penalty: 5311.299805
	Iteration 8Q: 3 clusters Score -4360277 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4361072.500000 Penalty: 5311.299805
	Iteration 9Q: 3 clusters Score -4361072 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4361622.000000 Penalty: 5311.299805
	Iteration 10Q: 3 clusters Score -4361622 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4362022.500000 Penalty: 5311.299805
	Iteration 11Q: 3 clusters Score -4362022 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4362383.000000 Penalty: 5311.299805
	Iteration 12Q: 3 clusters Score -4362383 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4362700.000000 Penalty: 5311.299805
	Iteration 13Q: 3 clusters Score -4362700 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -4362968.000000 Penalty: 5311.299805
	Iteration 14Q: 3 clusters Score -4362968 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4363214.500000 Penalty: 5311.299805
	Iteration 15Q: 3 clusters Score -4363214 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4363419.000000 Penalty: 5311.299805
	Iteration 16Q: 3 clusters Score -4363419 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4363612.500000 Penalty: 5311.299805
	Iteration 17Q: 3 clusters Score -4363612 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -4363766.000000 Penalty: 5311.299805
	Iteration 18Q: 3 clusters Score -4363766 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4363895.500000 Penalty: 5311.299805
	Iteration 19Q: 3 clusters Score -4363896 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4364008.000000 Penalty: 5311.299805
	Iteration 20F: 3 clusters Score -4364008 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4364122.000000 Penalty: 5311.299805
	Iteration 21Q: 3 clusters Score -4364122 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4364214.500000 Penalty: 5311.299805
	Iteration 22Q: 3 clusters Score -4364214 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -4364296.500000 Penalty: 5311.299805
	Iteration 23Q: 3 clusters Score -4364296 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -4364355.500000 Penalty: 5311.299805
	Iteration 24Q: 3 clusters Score -4364356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4364424.000000 Penalty: 5311.299805
	Iteration 25Q: 3 clusters Score -4364424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4364470.500000 Penalty: 5311.299805
	Iteration 26Q: 3 clusters Score -4364470 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4364504.500000 Penalty: 5311.299805
	Iteration 27Q: 3 clusters Score -4364504 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4364533.000000 Penalty: 5311.299805
	Iteration 28Q: 3 clusters Score -4364533 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4364537.500000 Penalty: 5311.299805
	Iteration 29Q: 3 clusters Score -4364538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4364547.500000 Penalty: 5311.299805
	Iteration 30Q: 3 clusters Score -4364548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4364555.500000 Penalty: 5311.299805
	Iteration 31Q: 3 clusters Score -4364556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4364576.000000 Penalty: 5311.299805
	Iteration 32Q: 3 clusters Score -4364576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4364588.500000 Penalty: 5311.299805
	Iteration 33Q: 3 clusters Score -4364588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4364580.500000 Penalty: 5311.299805
	Iteration 34Q: 3 clusters Score -4364580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -4364588.500000 Penalty: 5311.299805
	Iteration 35Q: 3 clusters Score -4364588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4364590.500000 Penalty: 5311.299805
	Iteration 36Q: 3 clusters Score -4364590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4364605.500000 Penalty: 5311.299805
	Iteration 37Q: 3 clusters Score -4364606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4364609.500000 Penalty: 5311.299805
	Iteration 38Q: 3 clusters Score -4364610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4364620.500000 Penalty: 5311.299805
	Iteration 39Q: 3 clusters Score -4364620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4364624.500000 Penalty: 5311.299805
	Iteration 40F: 3 clusters Score -4364624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4364629.500000 Penalty: 5311.299805
	Iteration 41Q: 3 clusters Score -4364630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4364622.500000 Penalty: 5311.299805
	Iteration 42Q: 3 clusters Score -4364622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4364621.500000 Penalty: 5311.299805
	Iteration 43Q: 3 clusters Score -4364622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4364625.500000 Penalty: 5311.299805
	Iteration 44Q: 3 clusters Score -4364626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4364634.000000 Penalty: 5311.299805
	Iteration 45Q: 3 clusters Score -4364634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4364644.500000 Penalty: 5311.299805
	Iteration 46Q: 3 clusters Score -4364644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4364636.000000 Penalty: 5311.299805
	Iteration 47Q: 3 clusters Score -4364636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4364644.500000 Penalty: 5311.299805
	Iteration 48Q: 3 clusters Score -4364644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4364646.000000 Penalty: 5311.299805
	Iteration 49Q: 3 clusters Score -4364646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4364654.000000 Penalty: 5311.299805
	Iteration 50Q: 3 clusters Score -4364654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -4364654.500000 Penalty: 5311.299805
	Iteration 51Q: 3 clusters Score -4364654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4364658.000000 Penalty: 5311.299805
	Iteration 52Q: 3 clusters Score -4364658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4364660.000000 Penalty: 5311.299805
	Iteration 53Q: 3 clusters Score -4364660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4364659.000000 Penalty: 5311.299805
	Iteration 54Q: 3 clusters Score -4364659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4364662.000000 Penalty: 5311.299805
	Iteration 55Q: 3 clusters Score -4364662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4364663.500000 Penalty: 5311.299805
	Iteration 56Q: 3 clusters Score -4364664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4364670.500000 Penalty: 5311.299805
	Iteration 57Q: 3 clusters Score -4364670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4364674.000000 Penalty: 5311.299805
	Iteration 58Q: 3 clusters Score -4364674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4364683.000000 Penalty: 5311.299805
	Iteration 59Q: 3 clusters Score -4364683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4364679.500000 Penalty: 5311.299805
	Iteration 60F: 3 clusters Score -4364680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4364695.500000 Penalty: 5311.299805
	Iteration 61Q: 3 clusters Score -4364696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4364698.500000 Penalty: 5311.299805
	Iteration 62Q: 3 clusters Score -4364698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4364701.000000 Penalty: 5311.299805
	Iteration 63Q: 3 clusters Score -4364701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4364705.500000 Penalty: 5311.299805
	Iteration 64Q: 3 clusters Score -4364706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4364703.000000 Penalty: 5311.299805
	Iteration 65Q: 3 clusters Score -4364703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4364708.500000 Penalty: 5311.299805
	Iteration 66Q: 3 clusters Score -4364708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4364708.000000 Penalty: 5311.299805
	Iteration 67Q: 3 clusters Score -4364708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4364712.000000 Penalty: 5311.299805
	Iteration 68Q: 3 clusters Score -4364712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4364708.000000 Penalty: 5311.299805
	Iteration 69Q: 3 clusters Score -4364708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4364714.500000 Penalty: 5311.299805
	Iteration 70Q: 3 clusters Score -4364714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4364722.000000 Penalty: 5311.299805
	Iteration 71Q: 3 clusters Score -4364722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4364725.000000 Penalty: 5311.299805
	Iteration 72Q: 3 clusters Score -4364725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4364725.000000 Penalty: 5311.299805
	Iteration 73Q: 3 clusters Score -4364725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4364732.500000 Penalty: 5311.299805
	Iteration 74Q: 3 clusters Score -4364732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4364737.000000 Penalty: 5311.299805
	Iteration 75Q: 3 clusters Score -4364737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4364737.000000 Penalty: 5311.299805
	Iteration 76Q: 3 clusters Score -4364737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4364737.000000 Penalty: 5311.299805
	Iteration 77Q: 3 clusters Score -4364737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4364744.500000 Penalty: 5311.299805
	Iteration 78Q: 3 clusters Score -4364744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4364748.000000 Penalty: 5311.299805
	Iteration 79Q: 3 clusters Score -4364748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4364749.500000 Penalty: 5311.299805
	Iteration 80F: 3 clusters Score -4364750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4364749.000000 Penalty: 5311.299805
	Iteration 81Q: 3 clusters Score -4364749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4364750.000000 Penalty: 5311.299805
	Iteration 82Q: 3 clusters Score -4364750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4364752.000000 Penalty: 5311.299805
	Iteration 83Q: 3 clusters Score -4364752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4364751.500000 Penalty: 5311.299805
	Iteration 84Q: 3 clusters Score -4364752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4364758.000000 Penalty: 5311.299805
	Iteration 85Q: 3 clusters Score -4364758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4364748.500000 Penalty: 5311.299805
	Iteration 86Q: 3 clusters Score -4364748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4364751.500000 Penalty: 5311.299805
	Iteration 87Q: 3 clusters Score -4364752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4364756.500000 Penalty: 5311.299805
	Iteration 88Q: 3 clusters Score -4364756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4364761.000000 Penalty: 5311.299805
	Iteration 89Q: 3 clusters Score -4364761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4364758.000000 Penalty: 5311.299805
	Iteration 90Q: 3 clusters Score -4364758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4364758.500000 Penalty: 5311.299805
	Iteration 91Q: 3 clusters Score -4364758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4364763.500000 Penalty: 5311.299805
	Iteration 92Q: 3 clusters Score -4364764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4364765.000000 Penalty: 5311.299805
	Iteration 93Q: 3 clusters Score -4364765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4364768.500000 Penalty: 5311.299805
	Iteration 94Q: 3 clusters Score -4364768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4364776.000000 Penalty: 5311.299805
	Iteration 95Q: 3 clusters Score -4364776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4364772.000000 Penalty: 5311.299805
	Iteration 96Q: 3 clusters Score -4364772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4364765.000000 Penalty: 5311.299805
	Iteration 97Q: 3 clusters Score -4364765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4364771.500000 Penalty: 5311.299805
	Iteration 98Q: 3 clusters Score -4364772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4364776.500000 Penalty: 5311.299805
	Iteration 99Q: 3 clusters Score -4364776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4364774.500000 Penalty: 5311.299805
	Iteration 100F: 3 clusters Score -4364774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4364776.500000 Penalty: 5311.299805
	Iteration 101Q: 3 clusters Score -4364776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4364772.500000 Penalty: 5311.299805
	Iteration 102Q: 3 clusters Score -4364772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4364774.000000 Penalty: 5311.299805
	Iteration 103Q: 3 clusters Score -4364774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4364774.500000 Penalty: 5311.299805
	Iteration 104Q: 3 clusters Score -4364774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4364772.000000 Penalty: 5311.299805
	Iteration 105Q: 3 clusters Score -4364772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4364773.000000 Penalty: 5311.299805
	Iteration 106Q: 3 clusters Score -4364773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4364773.500000 Penalty: 5311.299805
	Iteration 107Q: 3 clusters Score -4364774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4364773.500000 Penalty: 5311.299805
	Iteration 108F: 3 clusters Score -4364774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -287567.343750 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -287567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284326.968750 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -284327 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284961.906250 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -284961.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -285150.031250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -285150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -285271.187500 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -285271.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -285381.375000 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -285381.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -285489.031250 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -285489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -285623.062500 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -285623.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -285824.250000 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -285824.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -286081.812500 Penalty: 3958.600586
	Iteration 8F: 3 clusters Score -286081.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -286358.343750 Penalty: 3958.600586
	Iteration 9F: 3 clusters Score -286358.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -286533.031250 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -286533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286635.656250 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -286635.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286685.406250 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -286685.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -286729.125000 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -286729.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -286765.125000 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -286765.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -286799.531250 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -286799.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -286817.281250 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -286817.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -286824.312500 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -286824.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -286834.187500 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -286834.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286843.906250 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -286843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -286850.250000 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -286850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -286853.718750 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -286853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -286856.343750 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -286856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286858.656250 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -286858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286860.718750 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -286860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286863.656250 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -286863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286865.781250 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -286865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286867.593750 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -286867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286868.562500 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -286868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286868.906250 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -286868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286868.906250 Penalty: 3958.600586
	Iteration 30F: 3 clusters Score -286868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Entering Unmasked Estep 
Score: -514137.187500 Penalty: 2141.870605
	Iteration 0F: 2 clusters Score -514137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -509263.656250 Penalty: 4283.741211
	Iteration 0F: 3 clusters Score -509263.7 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -510766.937500 Penalty: 4283.741211
	Iteration 1F: 3 clusters Score -510766.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -511433.500000 Penalty: 4283.741211
	Iteration 2F: 3 clusters Score -511433.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -511815.718750 Penalty: 4283.741211
	Iteration 3F: 3 clusters Score -511815.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -512018.406250 Penalty: 4283.741211
	Iteration 4F: 3 clusters Score -512018.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -512191.843750 Penalty: 4283.741211
	Iteration 5Q: 3 clusters Score -512191.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -512397.312500 Penalty: 4283.741211
	Iteration 6Q: 3 clusters Score -512397.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -512604.562500 Penalty: 4283.741211
	Iteration 7Q: 3 clusters Score -512604.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -512831.031250 Penalty: 4283.741211
	Iteration 8Q: 3 clusters Score -512831 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -513041.000000 Penalty: 4283.741211
	Iteration 9Q: 3 clusters Score -513041 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -513239.562500 Penalty: 4283.741211
	Iteration 10Q: 3 clusters Score -513239.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -513405.218750 Penalty: 4283.741211
	Iteration 11Q: 3 clusters Score -513405.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -513508.468750 Penalty: 4283.741211
	Iteration 12Q: 3 clusters Score -513508.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -513571.281250 Penalty: 4283.741211
	Iteration 13Q: 3 clusters Score -513571.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -513620.593750 Penalty: 4283.741211
	Iteration 14Q: 3 clusters Score -513620.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -513657.218750 Penalty: 4283.741211
	Iteration 15Q: 3 clusters Score -513657.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -513682.781250 Penalty: 4283.741211
	Iteration 16Q: 3 clusters Score -513682.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -513704.468750 Penalty: 4283.741211
	Iteration 17Q: 3 clusters Score -513704.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -513720.312500 Penalty: 4283.741211
	Iteration 18Q: 3 clusters Score -513720.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -513727.000000 Penalty: 4283.741211
	Iteration 19Q: 3 clusters Score -513727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -513742.187500 Penalty: 4283.741211
	Iteration 20F: 3 clusters Score -513742.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -513756.093750 Penalty: 4283.741211
	Iteration 21Q: 3 clusters Score -513756.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -513767.593750 Penalty: 4283.741211
	Iteration 22Q: 3 clusters Score -513767.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -513773.187500 Penalty: 4283.741211
	Iteration 23Q: 3 clusters Score -513773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -513777.218750 Penalty: 4283.741211
	Iteration 24Q: 3 clusters Score -513777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -513780.218750 Penalty: 4283.741211
	Iteration 25Q: 3 clusters Score -513780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -513783.406250 Penalty: 4283.741211
	Iteration 26Q: 3 clusters Score -513783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -513785.625000 Penalty: 4283.741211
	Iteration 27Q: 3 clusters Score -513785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -513788.843750 Penalty: 4283.741211
	Iteration 28Q: 3 clusters Score -513788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -513791.156250 Penalty: 4283.741211
	Iteration 29Q: 3 clusters Score -513791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -513792.250000 Penalty: 4283.741211
	Iteration 30Q: 3 clusters Score -513792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -513793.062500 Penalty: 4283.741211
	Iteration 31Q: 3 clusters Score -513793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -513792.875000 Penalty: 4283.741211
	Iteration 32Q: 3 clusters Score -513792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -513792.875000 Penalty: 4283.741211
	Iteration 33F: 3 clusters Score -513792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -520002.093750 Penalty: 2148.858154
	Iteration 0F: 2 clusters Score -520002.1 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 2916 members 
Entering Unmasked Estep 
Score: -514977.468750 Penalty: 4297.716309
	Iteration 0F: 3 clusters Score -514977.5 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -516506.625000 Penalty: 4297.716309
	Iteration 1F: 3 clusters Score -516506.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -517092.843750 Penalty: 4297.716309
	Iteration 2F: 3 clusters Score -517092.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -517678.031250 Penalty: 4297.716309
	Iteration 3F: 3 clusters Score -517678 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -518185.468750 Penalty: 4297.716309
	Iteration 4F: 3 clusters Score -518185.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -518555.468750 Penalty: 4297.716309
	Iteration 5F: 3 clusters Score -518555.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -518763.593750 Penalty: 4297.716309
	Iteration 6Q: 3 clusters Score -518763.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -518910.750000 Penalty: 4297.716309
	Iteration 7Q: 3 clusters Score -518910.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -519073.093750 Penalty: 4297.716309
	Iteration 8Q: 3 clusters Score -519073.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -519218.531250 Penalty: 4297.716309
	Iteration 9Q: 3 clusters Score -519218.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -519341.687500 Penalty: 4297.716309
	Iteration 10Q: 3 clusters Score -519341.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -519432.468750 Penalty: 4297.716309
	Iteration 11Q: 3 clusters Score -519432.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -519479.531250 Penalty: 4297.716309
	Iteration 12Q: 3 clusters Score -519479.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -519514.281250 Penalty: 4297.716309
	Iteration 13Q: 3 clusters Score -519514.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -519534.437500 Penalty: 4297.716309
	Iteration 14Q: 3 clusters Score -519534.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -519548.875000 Penalty: 4297.716309
	Iteration 15Q: 3 clusters Score -519548.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -519558.281250 Penalty: 4297.716309
	Iteration 16Q: 3 clusters Score -519558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -519563.187500 Penalty: 4297.716309
	Iteration 17Q: 3 clusters Score -519563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -519567.656250 Penalty: 4297.716309
	Iteration 18Q: 3 clusters Score -519567.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -519574.406250 Penalty: 4297.716309
	Iteration 19Q: 3 clusters Score -519574.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -519579.593750 Penalty: 4297.716309
	Iteration 20F: 3 clusters Score -519579.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -519587.843750 Penalty: 4297.716309
	Iteration 21Q: 3 clusters Score -519587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -519595.656250 Penalty: 4297.716309
	Iteration 22Q: 3 clusters Score -519595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -519601.843750 Penalty: 4297.716309
	Iteration 23Q: 3 clusters Score -519601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -519605.000000 Penalty: 4297.716309
	Iteration 24Q: 3 clusters Score -519605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -519606.562500 Penalty: 4297.716309
	Iteration 25Q: 3 clusters Score -519606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -519607.812500 Penalty: 4297.716309
	Iteration 26Q: 3 clusters Score -519607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -519608.156250 Penalty: 4297.716309
	Iteration 27Q: 3 clusters Score -519608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -519609.031250 Penalty: 4297.716309
	Iteration 28Q: 3 clusters Score -519609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -519609.031250 Penalty: 4297.716309
	Iteration 29F: 3 clusters Score -519609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -653033.250000 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -653033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -647463.937500 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -647463.9 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -648960.937500 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -648960.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -649296.562500 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -649296.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -649621.250000 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -649621.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -649957.125000 Penalty: 4369.840332
	Iteration 4F: 3 clusters Score -649957.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -650247.125000 Penalty: 4369.840332
	Iteration 5F: 3 clusters Score -650247.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -650529.062500 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -650529.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -650764.375000 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -650764.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -650943.750000 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -650943.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -651080.937500 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -651080.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -651165.687500 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -651165.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -651218.437500 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -651218.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -651258.000000 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -651258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -651293.812500 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -651293.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -651326.937500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -651326.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -651359.500000 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -651359.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -651384.500000 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -651384.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -651399.375000 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -651399.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -651415.312500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -651415.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -651424.437500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -651424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -651431.125000 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -651431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -651440.062500 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -651440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -651445.375000 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -651445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -651448.437500 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -651448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -651448.875000 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -651448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -651448.750000 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -651448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -651450.250000 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -651450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -651450.250000 Penalty: 4369.840332
	Iteration 27F: 3 clusters Score -651450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Entering Unmasked Estep 
Score: -6182101.000000 Penalty: 2734.640625
	Iteration 0F: 2 clusters Score -6182101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -6140874.000000 Penalty: 5469.281250
	Iteration 0F: 3 clusters Score -6140874 nChanged 28531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -6157069.000000 Penalty: 5469.281250
	Iteration 1F: 3 clusters Score -6157069 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -6158103.500000 Penalty: 5469.281250
	Iteration 2Q: 3 clusters Score -6158104 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -6159339.500000 Penalty: 5469.281250
	Iteration 3Q: 3 clusters Score -6159340 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -6160953.000000 Penalty: 5469.281250
	Iteration 4F: 3 clusters Score -6160953 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -6162952.500000 Penalty: 5469.281250
	Iteration 5F: 3 clusters Score -6162952 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -6165030.000000 Penalty: 5469.281250
	Iteration 6F: 3 clusters Score -6165030 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -6166945.000000 Penalty: 5469.281250
	Iteration 7F: 3 clusters Score -6166945 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -6168469.000000 Penalty: 5469.281250
	Iteration 8F: 3 clusters Score -6168469 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -6169680.500000 Penalty: 5469.281250
	Iteration 9Q: 3 clusters Score -6169680 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -6170663.500000 Penalty: 5469.281250
	Iteration 10Q: 3 clusters Score -6170664 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -6171418.000000 Penalty: 5469.281250
	Iteration 11Q: 3 clusters Score -6171418 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6171965.000000 Penalty: 5469.281250
	Iteration 12Q: 3 clusters Score -6171965 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -6172344.000000 Penalty: 5469.281250
	Iteration 13Q: 3 clusters Score -6172344 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6172544.000000 Penalty: 5469.281250
	Iteration 14Q: 3 clusters Score -6172544 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6172667.000000 Penalty: 5469.281250
	Iteration 15Q: 3 clusters Score -6172667 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -6172739.000000 Penalty: 5469.281250
	Iteration 16Q: 3 clusters Score -6172739 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -6172865.000000 Penalty: 5469.281250
	Iteration 17Q: 3 clusters Score -6172865 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6172989.000000 Penalty: 5469.281250
	Iteration 18Q: 3 clusters Score -6172989 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6173101.000000 Penalty: 5469.281250
	Iteration 19Q: 3 clusters Score -6173101 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -6173152.500000 Penalty: 5469.281250
	Iteration 20F: 3 clusters Score -6173152 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -6173265.500000 Penalty: 5469.281250
	Iteration 21Q: 3 clusters Score -6173266 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -6173335.500000 Penalty: 5469.281250
	Iteration 22Q: 3 clusters Score -6173336 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6173415.000000 Penalty: 5469.281250
	Iteration 23Q: 3 clusters Score -6173415 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -6173480.500000 Penalty: 5469.281250
	Iteration 24Q: 3 clusters Score -6173480 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6173562.000000 Penalty: 5469.281250
	Iteration 25Q: 3 clusters Score -6173562 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -6173628.000000 Penalty: 5469.281250
	Iteration 26Q: 3 clusters Score -6173628 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -6173693.500000 Penalty: 5469.281250
	Iteration 27Q: 3 clusters Score -6173694 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -6173769.500000 Penalty: 5469.281250
	Iteration 28Q: 3 clusters Score -6173770 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -6173842.500000 Penalty: 5469.281250
	Iteration 29Q: 3 clusters Score -6173842 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6173905 nChanged 454
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Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 40605 members 
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Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6174253 nChanged 459
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Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6174330 nChanged 440
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Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6174418 nChanged 469
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Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 45542 members 
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Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 46152 members 
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Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 46753 members 
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Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 47414 members 
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Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 49955 members 
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Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 51571 members 
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Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 54092 members 
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Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 54525 members 
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Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 54942 members 
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Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 55324 members 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5528 members 
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Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 56526 members 
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Mstep: Class 1 contains 4733 members 
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Mstep: Class 1 contains 4320 members 
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Mstep: Class 2 contains 57490 members 
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Mstep: Class 1 contains 3861 members 
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Mstep: Class 1 contains 3743 members 
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Mstep: Class 1 contains 3643 members 
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Mstep: Class 1 contains 3543 members 
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Mstep: Class 1 contains 3380 members 
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Mstep: Class 1 contains 3087 members 
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Mstep: Class 1 contains 3019 members 
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	Iteration 93Q: 3 clusters Score -6180440 nChanged 13
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	Iteration 120F: 3 clusters Score -6180447 nChanged 11
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Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -6180461.500000 Penalty: 5469.281250
	Iteration 123Q: 3 clusters Score -6180462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -6180460.000000 Penalty: 5469.281250
	Iteration 124Q: 3 clusters Score -6180460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -6180464.000000 Penalty: 5469.281250
	Iteration 125Q: 3 clusters Score -6180464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -6180459.000000 Penalty: 5469.281250
	Iteration 126Q: 3 clusters Score -6180459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -6180464.500000 Penalty: 5469.281250
	Iteration 127Q: 3 clusters Score -6180464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -6180459.000000 Penalty: 5469.281250
	Iteration 128Q: 3 clusters Score -6180459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -6180461.000000 Penalty: 5469.281250
	Iteration 129Q: 3 clusters Score -6180461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -6180460.500000 Penalty: 5469.281250
	Iteration 130Q: 3 clusters Score -6180460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -6180471.500000 Penalty: 5469.281250
	Iteration 131Q: 3 clusters Score -6180472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -6180472.000000 Penalty: 5469.281250
	Iteration 132Q: 3 clusters Score -6180472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -6180477.000000 Penalty: 5469.281250
	Iteration 133Q: 3 clusters Score -6180477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -6180476.000000 Penalty: 5469.281250
	Iteration 134Q: 3 clusters Score -6180476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -6180476.000000 Penalty: 5469.281250
	Iteration 135F: 3 clusters Score -6180476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Entering Unmasked Estep 
Score: -1420850.875000 Penalty: 2387.089111
	Iteration 0F: 2 clusters Score -1420851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1409862.375000 Penalty: 4774.178223
	Iteration 0F: 3 clusters Score -1409862 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1413523.125000 Penalty: 4774.178223
	Iteration 1F: 3 clusters Score -1413523 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1414304.250000 Penalty: 4774.178223
	Iteration 2F: 3 clusters Score -1414304 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1415192.875000 Penalty: 4774.178223
	Iteration 3F: 3 clusters Score -1415193 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1416201.625000 Penalty: 4774.178223
	Iteration 4F: 3 clusters Score -1416202 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1417069.750000 Penalty: 4774.178223
	Iteration 5F: 3 clusters Score -1417070 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1417732.000000 Penalty: 4774.178223
	Iteration 6F: 3 clusters Score -1417732 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1418205.625000 Penalty: 4774.178223
	Iteration 7F: 3 clusters Score -1418206 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1418501.500000 Penalty: 4774.178223
	Iteration 8Q: 3 clusters Score -1418502 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1418661.250000 Penalty: 4774.178223
	Iteration 9Q: 3 clusters Score -1418661 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1418758.875000 Penalty: 4774.178223
	Iteration 10Q: 3 clusters Score -1418759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1418815.750000 Penalty: 4774.178223
	Iteration 11Q: 3 clusters Score -1418816 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1418860.125000 Penalty: 4774.178223
	Iteration 12Q: 3 clusters Score -1418860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1418892.000000 Penalty: 4774.178223
	Iteration 13Q: 3 clusters Score -1418892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1418919.750000 Penalty: 4774.178223
	Iteration 14Q: 3 clusters Score -1418920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1418953.000000 Penalty: 4774.178223
	Iteration 15Q: 3 clusters Score -1418953 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1418976.250000 Penalty: 4774.178223
	Iteration 16Q: 3 clusters Score -1418976 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1419002.750000 Penalty: 4774.178223
	Iteration 17Q: 3 clusters Score -1419003 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1419036.000000 Penalty: 4774.178223
	Iteration 18Q: 3 clusters Score -1419036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1419065.875000 Penalty: 4774.178223
	Iteration 19Q: 3 clusters Score -1419066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1419101.000000 Penalty: 4774.178223
	Iteration 20F: 3 clusters Score -1419101 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1419132.000000 Penalty: 4774.178223
	Iteration 21Q: 3 clusters Score -1419132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1419158.250000 Penalty: 4774.178223
	Iteration 22Q: 3 clusters Score -1419158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1419175.500000 Penalty: 4774.178223
	Iteration 23Q: 3 clusters Score -1419176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1419194.000000 Penalty: 4774.178223
	Iteration 24Q: 3 clusters Score -1419194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1419215.625000 Penalty: 4774.178223
	Iteration 25Q: 3 clusters Score -1419216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1419236.875000 Penalty: 4774.178223
	Iteration 26Q: 3 clusters Score -1419237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1419259.375000 Penalty: 4774.178223
	Iteration 27Q: 3 clusters Score -1419259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1419283.625000 Penalty: 4774.178223
	Iteration 28Q: 3 clusters Score -1419284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1419291.000000 Penalty: 4774.178223
	Iteration 29Q: 3 clusters Score -1419291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1419303.375000 Penalty: 4774.178223
	Iteration 30Q: 3 clusters Score -1419303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1419317.500000 Penalty: 4774.178223
	Iteration 31Q: 3 clusters Score -1419318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1419329.125000 Penalty: 4774.178223
	Iteration 32Q: 3 clusters Score -1419329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1419345.125000 Penalty: 4774.178223
	Iteration 33Q: 3 clusters Score -1419345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1419356.125000 Penalty: 4774.178223
	Iteration 34Q: 3 clusters Score -1419356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1419370.625000 Penalty: 4774.178223
	Iteration 35Q: 3 clusters Score -1419371 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1419387.625000 Penalty: 4774.178223
	Iteration 36Q: 3 clusters Score -1419388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1419396.625000 Penalty: 4774.178223
	Iteration 37Q: 3 clusters Score -1419397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1419406.750000 Penalty: 4774.178223
	Iteration 38Q: 3 clusters Score -1419407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1419413.000000 Penalty: 4774.178223
	Iteration 39Q: 3 clusters Score -1419413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1419419.875000 Penalty: 4774.178223
	Iteration 40F: 3 clusters Score -1419420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1419423.250000 Penalty: 4774.178223
	Iteration 41Q: 3 clusters Score -1419423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1419431.250000 Penalty: 4774.178223
	Iteration 42Q: 3 clusters Score -1419431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1419433.875000 Penalty: 4774.178223
	Iteration 43Q: 3 clusters Score -1419434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1419445.125000 Penalty: 4774.178223
	Iteration 44Q: 3 clusters Score -1419445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1419439.250000 Penalty: 4774.178223
	Iteration 45Q: 3 clusters Score -1419439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1419443.625000 Penalty: 4774.178223
	Iteration 46Q: 3 clusters Score -1419444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1419448.125000 Penalty: 4774.178223
	Iteration 47Q: 3 clusters Score -1419448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1419452.250000 Penalty: 4774.178223
	Iteration 48Q: 3 clusters Score -1419452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1419457.250000 Penalty: 4774.178223
	Iteration 49Q: 3 clusters Score -1419457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1419458.500000 Penalty: 4774.178223
	Iteration 50Q: 3 clusters Score -1419458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1419461.125000 Penalty: 4774.178223
	Iteration 51Q: 3 clusters Score -1419461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1419469.875000 Penalty: 4774.178223
	Iteration 52Q: 3 clusters Score -1419470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1419467.750000 Penalty: 4774.178223
	Iteration 53Q: 3 clusters Score -1419468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1419470.375000 Penalty: 4774.178223
	Iteration 54Q: 3 clusters Score -1419470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1419471.500000 Penalty: 4774.178223
	Iteration 55Q: 3 clusters Score -1419472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1419470.125000 Penalty: 4774.178223
	Iteration 56Q: 3 clusters Score -1419470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1419472.375000 Penalty: 4774.178223
	Iteration 57Q: 3 clusters Score -1419472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1419475.125000 Penalty: 4774.178223
	Iteration 58Q: 3 clusters Score -1419475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1419481.500000 Penalty: 4774.178223
	Iteration 59Q: 3 clusters Score -1419482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1419482.125000 Penalty: 4774.178223
	Iteration 60F: 3 clusters Score -1419482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1419483.375000 Penalty: 4774.178223
	Iteration 61Q: 3 clusters Score -1419483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1419482.750000 Penalty: 4774.178223
	Iteration 62Q: 3 clusters Score -1419483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1419491.375000 Penalty: 4774.178223
	Iteration 63Q: 3 clusters Score -1419491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1419489.125000 Penalty: 4774.178223
	Iteration 64Q: 3 clusters Score -1419489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1419492.750000 Penalty: 4774.178223
	Iteration 65Q: 3 clusters Score -1419493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1419492.000000 Penalty: 4774.178223
	Iteration 66Q: 3 clusters Score -1419492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1419498.375000 Penalty: 4774.178223
	Iteration 67Q: 3 clusters Score -1419498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1419499.000000 Penalty: 4774.178223
	Iteration 68Q: 3 clusters Score -1419499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1419501.250000 Penalty: 4774.178223
	Iteration 69Q: 3 clusters Score -1419501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1419505.375000 Penalty: 4774.178223
	Iteration 70Q: 3 clusters Score -1419505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1419508.875000 Penalty: 4774.178223
	Iteration 71Q: 3 clusters Score -1419509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1419509.375000 Penalty: 4774.178223
	Iteration 72Q: 3 clusters Score -1419509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1419508.375000 Penalty: 4774.178223
	Iteration 73Q: 3 clusters Score -1419508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1419508.750000 Penalty: 4774.178223
	Iteration 74Q: 3 clusters Score -1419509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1419511.250000 Penalty: 4774.178223
	Iteration 75Q: 3 clusters Score -1419511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1419515.625000 Penalty: 4774.178223
	Iteration 76Q: 3 clusters Score -1419516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1419514.000000 Penalty: 4774.178223
	Iteration 77Q: 3 clusters Score -1419514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1419517.625000 Penalty: 4774.178223
	Iteration 78Q: 3 clusters Score -1419518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1419514.875000 Penalty: 4774.178223
	Iteration 79Q: 3 clusters Score -1419515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1419515.750000 Penalty: 4774.178223
	Iteration 80F: 3 clusters Score -1419516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1419514.875000 Penalty: 4774.178223
	Iteration 81Q: 3 clusters Score -1419515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1419514.625000 Penalty: 4774.178223
	Iteration 82Q: 3 clusters Score -1419515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1419517.125000 Penalty: 4774.178223
	Iteration 83Q: 3 clusters Score -1419517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1419520.750000 Penalty: 4774.178223
	Iteration 84Q: 3 clusters Score -1419521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1419519.000000 Penalty: 4774.178223
	Iteration 85Q: 3 clusters Score -1419519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1419518.375000 Penalty: 4774.178223
	Iteration 86Q: 3 clusters Score -1419518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1419517.750000 Penalty: 4774.178223
	Iteration 87Q: 3 clusters Score -1419518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1419518.625000 Penalty: 4774.178223
	Iteration 88Q: 3 clusters Score -1419519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1419519.875000 Penalty: 4774.178223
	Iteration 89Q: 3 clusters Score -1419520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1419522.625000 Penalty: 4774.178223
	Iteration 90Q: 3 clusters Score -1419523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1419524.250000 Penalty: 4774.178223
	Iteration 91Q: 3 clusters Score -1419524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1419523.500000 Penalty: 4774.178223
	Iteration 92Q: 3 clusters Score -1419524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1419523.500000 Penalty: 4774.178223
	Iteration 93F: 3 clusters Score -1419524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Entering Unmasked Estep 
Score: -1834973.000000 Penalty: 2439.277832
	Iteration 0F: 2 clusters Score -1834973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1821724.875000 Penalty: 4878.555664
	Iteration 0F: 3 clusters Score -1821725 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1826154.625000 Penalty: 4878.555664
	Iteration 1F: 3 clusters Score -1826155 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1826679.750000 Penalty: 4878.555664
	Iteration 2F: 3 clusters Score -1826680 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1827278.500000 Penalty: 4878.555664
	Iteration 3F: 3 clusters Score -1827278 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1827990.750000 Penalty: 4878.555664
	Iteration 4F: 3 clusters Score -1827991 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1828754.250000 Penalty: 4878.555664
	Iteration 5F: 3 clusters Score -1828754 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1829502.750000 Penalty: 4878.555664
	Iteration 6F: 3 clusters Score -1829503 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1830168.125000 Penalty: 4878.555664
	Iteration 7F: 3 clusters Score -1830168 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1830709.000000 Penalty: 4878.555664
	Iteration 8Q: 3 clusters Score -1830709 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1831145.000000 Penalty: 4878.555664
	Iteration 9Q: 3 clusters Score -1831145 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1831467.250000 Penalty: 4878.555664
	Iteration 10Q: 3 clusters Score -1831467 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1831690.250000 Penalty: 4878.555664
	Iteration 11Q: 3 clusters Score -1831690 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1831842.000000 Penalty: 4878.555664
	Iteration 12Q: 3 clusters Score -1831842 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1831943.000000 Penalty: 4878.555664
	Iteration 13Q: 3 clusters Score -1831943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1832017.500000 Penalty: 4878.555664
	Iteration 14Q: 3 clusters Score -1832018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1832077.375000 Penalty: 4878.555664
	Iteration 15Q: 3 clusters Score -1832077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1832111.125000 Penalty: 4878.555664
	Iteration 16Q: 3 clusters Score -1832111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1832152.000000 Penalty: 4878.555664
	Iteration 17Q: 3 clusters Score -1832152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1832186.500000 Penalty: 4878.555664
	Iteration 18Q: 3 clusters Score -1832186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1832224.500000 Penalty: 4878.555664
	Iteration 19Q: 3 clusters Score -1832224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1832244.500000 Penalty: 4878.555664
	Iteration 20F: 3 clusters Score -1832244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1832267.375000 Penalty: 4878.555664
	Iteration 21Q: 3 clusters Score -1832267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1832293.375000 Penalty: 4878.555664
	Iteration 22Q: 3 clusters Score -1832293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1832310.500000 Penalty: 4878.555664
	Iteration 23Q: 3 clusters Score -1832310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1832324.000000 Penalty: 4878.555664
	Iteration 24Q: 3 clusters Score -1832324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1832343.375000 Penalty: 4878.555664
	Iteration 25Q: 3 clusters Score -1832343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1832377.500000 Penalty: 4878.555664
	Iteration 26Q: 3 clusters Score -1832378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1832392.500000 Penalty: 4878.555664
	Iteration 27Q: 3 clusters Score -1832392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1832405.375000 Penalty: 4878.555664
	Iteration 28Q: 3 clusters Score -1832405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1832424.250000 Penalty: 4878.555664
	Iteration 29Q: 3 clusters Score -1832424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1832443.375000 Penalty: 4878.555664
	Iteration 30Q: 3 clusters Score -1832443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1832458.375000 Penalty: 4878.555664
	Iteration 31Q: 3 clusters Score -1832458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1832465.625000 Penalty: 4878.555664
	Iteration 32Q: 3 clusters Score -1832466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1832476.125000 Penalty: 4878.555664
	Iteration 33Q: 3 clusters Score -1832476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1832496.750000 Penalty: 4878.555664
	Iteration 34Q: 3 clusters Score -1832497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1832511.125000 Penalty: 4878.555664
	Iteration 35Q: 3 clusters Score -1832511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1832521.625000 Penalty: 4878.555664
	Iteration 36Q: 3 clusters Score -1832522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1832542.625000 Penalty: 4878.555664
	Iteration 37Q: 3 clusters Score -1832543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1832554.625000 Penalty: 4878.555664
	Iteration 38Q: 3 clusters Score -1832555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1832560.250000 Penalty: 4878.555664
	Iteration 39Q: 3 clusters Score -1832560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1832573.875000 Penalty: 4878.555664
	Iteration 40F: 3 clusters Score -1832574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1832579.500000 Penalty: 4878.555664
	Iteration 41Q: 3 clusters Score -1832580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1832588.500000 Penalty: 4878.555664
	Iteration 42Q: 3 clusters Score -1832588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1832599.750000 Penalty: 4878.555664
	Iteration 43Q: 3 clusters Score -1832600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1832602.750000 Penalty: 4878.555664
	Iteration 44Q: 3 clusters Score -1832603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1832609.000000 Penalty: 4878.555664
	Iteration 45Q: 3 clusters Score -1832609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1832617.500000 Penalty: 4878.555664
	Iteration 46Q: 3 clusters Score -1832618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1832624.250000 Penalty: 4878.555664
	Iteration 47Q: 3 clusters Score -1832624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1832628.375000 Penalty: 4878.555664
	Iteration 48Q: 3 clusters Score -1832628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1832629.375000 Penalty: 4878.555664
	Iteration 49Q: 3 clusters Score -1832629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1832631.500000 Penalty: 4878.555664
	Iteration 50Q: 3 clusters Score -1832632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1832641.625000 Penalty: 4878.555664
	Iteration 51Q: 3 clusters Score -1832642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1832647.000000 Penalty: 4878.555664
	Iteration 52Q: 3 clusters Score -1832647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1832650.000000 Penalty: 4878.555664
	Iteration 53Q: 3 clusters Score -1832650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1832646.875000 Penalty: 4878.555664
	Iteration 54Q: 3 clusters Score -1832647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1832653.125000 Penalty: 4878.555664
	Iteration 55Q: 3 clusters Score -1832653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1832652.125000 Penalty: 4878.555664
	Iteration 56Q: 3 clusters Score -1832652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1832651.875000 Penalty: 4878.555664
	Iteration 57Q: 3 clusters Score -1832652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1832654.875000 Penalty: 4878.555664
	Iteration 58Q: 3 clusters Score -1832655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1832656.000000 Penalty: 4878.555664
	Iteration 59Q: 3 clusters Score -1832656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1832661.000000 Penalty: 4878.555664
	Iteration 60F: 3 clusters Score -1832661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1832663.750000 Penalty: 4878.555664
	Iteration 61Q: 3 clusters Score -1832664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1832667.625000 Penalty: 4878.555664
	Iteration 62Q: 3 clusters Score -1832668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1832671.500000 Penalty: 4878.555664
	Iteration 63Q: 3 clusters Score -1832672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1832674.125000 Penalty: 4878.555664
	Iteration 64Q: 3 clusters Score -1832674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1832683.000000 Penalty: 4878.555664
	Iteration 65Q: 3 clusters Score -1832683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1832686.250000 Penalty: 4878.555664
	Iteration 66Q: 3 clusters Score -1832686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1832685.375000 Penalty: 4878.555664
	Iteration 67Q: 3 clusters Score -1832685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1832684.250000 Penalty: 4878.555664
	Iteration 68Q: 3 clusters Score -1832684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1832685.375000 Penalty: 4878.555664
	Iteration 69Q: 3 clusters Score -1832685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1832683.500000 Penalty: 4878.555664
	Iteration 70Q: 3 clusters Score -1832684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1832682.500000 Penalty: 4878.555664
	Iteration 71Q: 3 clusters Score -1832682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1832682.500000 Penalty: 4878.555664
	Iteration 72F: 3 clusters Score -1832682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -1229941.000000 Penalty: 2350.429688
	Iteration 0F: 2 clusters Score -1229941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1220279.125000 Penalty: 4700.859375
	Iteration 0F: 3 clusters Score -1220279 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1223379.125000 Penalty: 4700.859375
	Iteration 1F: 3 clusters Score -1223379 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1223904.125000 Penalty: 4700.859375
	Iteration 2F: 3 clusters Score -1223904 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1224380.500000 Penalty: 4700.859375
	Iteration 3F: 3 clusters Score -1224380 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1224845.125000 Penalty: 4700.859375
	Iteration 4F: 3 clusters Score -1224845 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1225364.000000 Penalty: 4700.859375
	Iteration 5F: 3 clusters Score -1225364 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1225920.875000 Penalty: 4700.859375
	Iteration 6F: 3 clusters Score -1225921 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1226476.250000 Penalty: 4700.859375
	Iteration 7F: 3 clusters Score -1226476 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1226963.500000 Penalty: 4700.859375
	Iteration 8F: 3 clusters Score -1226964 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1227393.750000 Penalty: 4700.859375
	Iteration 9Q: 3 clusters Score -1227394 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1227758.625000 Penalty: 4700.859375
	Iteration 10Q: 3 clusters Score -1227759 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1228021.875000 Penalty: 4700.859375
	Iteration 11Q: 3 clusters Score -1228022 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1228218.750000 Penalty: 4700.859375
	Iteration 12Q: 3 clusters Score -1228219 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1228406.125000 Penalty: 4700.859375
	Iteration 13Q: 3 clusters Score -1228406 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1228540.000000 Penalty: 4700.859375
	Iteration 14Q: 3 clusters Score -1228540 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1228649.875000 Penalty: 4700.859375
	Iteration 15Q: 3 clusters Score -1228650 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1228738.625000 Penalty: 4700.859375
	Iteration 16Q: 3 clusters Score -1228739 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1228789.375000 Penalty: 4700.859375
	Iteration 17Q: 3 clusters Score -1228789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1228833.750000 Penalty: 4700.859375
	Iteration 18Q: 3 clusters Score -1228834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1228873.500000 Penalty: 4700.859375
	Iteration 19Q: 3 clusters Score -1228874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1228910.375000 Penalty: 4700.859375
	Iteration 20F: 3 clusters Score -1228910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1228948.375000 Penalty: 4700.859375
	Iteration 21Q: 3 clusters Score -1228948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1228974.375000 Penalty: 4700.859375
	Iteration 22Q: 3 clusters Score -1228974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1228994.500000 Penalty: 4700.859375
	Iteration 23Q: 3 clusters Score -1228994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1229010.125000 Penalty: 4700.859375
	Iteration 24Q: 3 clusters Score -1229010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1229022.750000 Penalty: 4700.859375
	Iteration 25Q: 3 clusters Score -1229023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1229032.375000 Penalty: 4700.859375
	Iteration 26Q: 3 clusters Score -1229032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1229039.000000 Penalty: 4700.859375
	Iteration 27Q: 3 clusters Score -1229039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1229053.750000 Penalty: 4700.859375
	Iteration 28Q: 3 clusters Score -1229054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1229069.750000 Penalty: 4700.859375
	Iteration 29Q: 3 clusters Score -1229070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1229086.750000 Penalty: 4700.859375
	Iteration 30Q: 3 clusters Score -1229087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1229103.875000 Penalty: 4700.859375
	Iteration 31Q: 3 clusters Score -1229104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1229115.125000 Penalty: 4700.859375
	Iteration 32Q: 3 clusters Score -1229115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1229125.125000 Penalty: 4700.859375
	Iteration 33Q: 3 clusters Score -1229125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1229135.000000 Penalty: 4700.859375
	Iteration 34Q: 3 clusters Score -1229135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1229151.500000 Penalty: 4700.859375
	Iteration 35Q: 3 clusters Score -1229152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1229157.750000 Penalty: 4700.859375
	Iteration 36Q: 3 clusters Score -1229158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1229174.625000 Penalty: 4700.859375
	Iteration 37Q: 3 clusters Score -1229175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1229177.125000 Penalty: 4700.859375
	Iteration 38Q: 3 clusters Score -1229177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1229183.250000 Penalty: 4700.859375
	Iteration 39Q: 3 clusters Score -1229183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1229191.000000 Penalty: 4700.859375
	Iteration 40F: 3 clusters Score -1229191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1229196.500000 Penalty: 4700.859375
	Iteration 41Q: 3 clusters Score -1229196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1229201.250000 Penalty: 4700.859375
	Iteration 42Q: 3 clusters Score -1229201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1229202.125000 Penalty: 4700.859375
	Iteration 43Q: 3 clusters Score -1229202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1229207.875000 Penalty: 4700.859375
	Iteration 44Q: 3 clusters Score -1229208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1229212.375000 Penalty: 4700.859375
	Iteration 45Q: 3 clusters Score -1229212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1229214.500000 Penalty: 4700.859375
	Iteration 46Q: 3 clusters Score -1229214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1229218.250000 Penalty: 4700.859375
	Iteration 47Q: 3 clusters Score -1229218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1229223.125000 Penalty: 4700.859375
	Iteration 48Q: 3 clusters Score -1229223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1229226.250000 Penalty: 4700.859375
	Iteration 49Q: 3 clusters Score -1229226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1229227.500000 Penalty: 4700.859375
	Iteration 50Q: 3 clusters Score -1229228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1229229.750000 Penalty: 4700.859375
	Iteration 51Q: 3 clusters Score -1229230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1229232.875000 Penalty: 4700.859375
	Iteration 52Q: 3 clusters Score -1229233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1229235.750000 Penalty: 4700.859375
	Iteration 53Q: 3 clusters Score -1229236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1229238.250000 Penalty: 4700.859375
	Iteration 54Q: 3 clusters Score -1229238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1229237.375000 Penalty: 4700.859375
	Iteration 55Q: 3 clusters Score -1229237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1229238.250000 Penalty: 4700.859375
	Iteration 56Q: 3 clusters Score -1229238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1229239.125000 Penalty: 4700.859375
	Iteration 57Q: 3 clusters Score -1229239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1229239.875000 Penalty: 4700.859375
	Iteration 58Q: 3 clusters Score -1229240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1229242.625000 Penalty: 4700.859375
	Iteration 59Q: 3 clusters Score -1229243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1229244.750000 Penalty: 4700.859375
	Iteration 60F: 3 clusters Score -1229245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1229247.125000 Penalty: 4700.859375
	Iteration 61Q: 3 clusters Score -1229247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1229244.625000 Penalty: 4700.859375
	Iteration 62Q: 3 clusters Score -1229245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1229248.500000 Penalty: 4700.859375
	Iteration 63Q: 3 clusters Score -1229248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1229247.750000 Penalty: 4700.859375
	Iteration 64Q: 3 clusters Score -1229248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1229250.875000 Penalty: 4700.859375
	Iteration 65Q: 3 clusters Score -1229251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1229251.375000 Penalty: 4700.859375
	Iteration 66Q: 3 clusters Score -1229251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1229249.250000 Penalty: 4700.859375
	Iteration 67Q: 3 clusters Score -1229249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1229250.125000 Penalty: 4700.859375
	Iteration 68Q: 3 clusters Score -1229250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1229250.125000 Penalty: 4700.859375
	Iteration 69F: 3 clusters Score -1229250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Entering Unmasked Estep 
Score: -1526526.750000 Penalty: 2395.857422
	Iteration 0F: 2 clusters Score -1526527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1515152.750000 Penalty: 4791.714844
	Iteration 0F: 3 clusters Score -1515153 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1518881.375000 Penalty: 4791.714844
	Iteration 1F: 3 clusters Score -1518881 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1519386.000000 Penalty: 4791.714844
	Iteration 2F: 3 clusters Score -1519386 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1519905.750000 Penalty: 4791.714844
	Iteration 3F: 3 clusters Score -1519906 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1520462.500000 Penalty: 4791.714844
	Iteration 4F: 3 clusters Score -1520462 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1521048.875000 Penalty: 4791.714844
	Iteration 5F: 3 clusters Score -1521049 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1521704.625000 Penalty: 4791.714844
	Iteration 6F: 3 clusters Score -1521705 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1522398.875000 Penalty: 4791.714844
	Iteration 7F: 3 clusters Score -1522399 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1523071.000000 Penalty: 4791.714844
	Iteration 8Q: 3 clusters Score -1523071 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1523603.250000 Penalty: 4791.714844
	Iteration 9Q: 3 clusters Score -1523603 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1523944.250000 Penalty: 4791.714844
	Iteration 10Q: 3 clusters Score -1523944 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1524136.375000 Penalty: 4791.714844
	Iteration 11Q: 3 clusters Score -1524136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1524263.875000 Penalty: 4791.714844
	Iteration 12Q: 3 clusters Score -1524264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1524356.875000 Penalty: 4791.714844
	Iteration 13Q: 3 clusters Score -1524357 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1524444.875000 Penalty: 4791.714844
	Iteration 14Q: 3 clusters Score -1524445 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1524542.125000 Penalty: 4791.714844
	Iteration 15Q: 3 clusters Score -1524542 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1524631.500000 Penalty: 4791.714844
	Iteration 16Q: 3 clusters Score -1524632 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1524706.375000 Penalty: 4791.714844
	Iteration 17Q: 3 clusters Score -1524706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1524761.750000 Penalty: 4791.714844
	Iteration 18Q: 3 clusters Score -1524762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1524815.500000 Penalty: 4791.714844
	Iteration 19Q: 3 clusters Score -1524816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1524848.750000 Penalty: 4791.714844
	Iteration 20F: 3 clusters Score -1524849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1524875.750000 Penalty: 4791.714844
	Iteration 21Q: 3 clusters Score -1524876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1524889.375000 Penalty: 4791.714844
	Iteration 22Q: 3 clusters Score -1524889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1524905.625000 Penalty: 4791.714844
	Iteration 23Q: 3 clusters Score -1524906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1524912.750000 Penalty: 4791.714844
	Iteration 24Q: 3 clusters Score -1524913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1524919.500000 Penalty: 4791.714844
	Iteration 25Q: 3 clusters Score -1524920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1524927.000000 Penalty: 4791.714844
	Iteration 26Q: 3 clusters Score -1524927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1524928.750000 Penalty: 4791.714844
	Iteration 27Q: 3 clusters Score -1524929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1524931.250000 Penalty: 4791.714844
	Iteration 28Q: 3 clusters Score -1524931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1524930.750000 Penalty: 4791.714844
	Iteration 29Q: 3 clusters Score -1524931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1524932.625000 Penalty: 4791.714844
	Iteration 30Q: 3 clusters Score -1524933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1524933.875000 Penalty: 4791.714844
	Iteration 31Q: 3 clusters Score -1524934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1524936.375000 Penalty: 4791.714844
	Iteration 32Q: 3 clusters Score -1524936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1524936.625000 Penalty: 4791.714844
	Iteration 33Q: 3 clusters Score -1524937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1524939.500000 Penalty: 4791.714844
	Iteration 34Q: 3 clusters Score -1524940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1524942.375000 Penalty: 4791.714844
	Iteration 35Q: 3 clusters Score -1524942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1524943.000000 Penalty: 4791.714844
	Iteration 36Q: 3 clusters Score -1524943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1524946.125000 Penalty: 4791.714844
	Iteration 37Q: 3 clusters Score -1524946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1524947.250000 Penalty: 4791.714844
	Iteration 38Q: 3 clusters Score -1524947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1524946.000000 Penalty: 4791.714844
	Iteration 39Q: 3 clusters Score -1524946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1524949.625000 Penalty: 4791.714844
	Iteration 40F: 3 clusters Score -1524950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1524948.625000 Penalty: 4791.714844
	Iteration 41Q: 3 clusters Score -1524949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1524950.625000 Penalty: 4791.714844
	Iteration 42Q: 3 clusters Score -1524951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1524951.500000 Penalty: 4791.714844
	Iteration 43Q: 3 clusters Score -1524952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1524956.125000 Penalty: 4791.714844
	Iteration 44Q: 3 clusters Score -1524956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1524956.125000 Penalty: 4791.714844
	Iteration 45F: 3 clusters Score -1524956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Entering Unmasked Estep 
Score: -3493055.500000 Penalty: 2594.927734
	Iteration 0F: 2 clusters Score -3493056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3469174.250000 Penalty: 5189.855469
	Iteration 0F: 3 clusters Score -3469174 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3477820.500000 Penalty: 5189.855469
	Iteration 1F: 3 clusters Score -3477820 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3478576.000000 Penalty: 5189.855469
	Iteration 2F: 3 clusters Score -3478576 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3479637.750000 Penalty: 5189.855469
	Iteration 3F: 3 clusters Score -3479638 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3481287.000000 Penalty: 5189.855469
	Iteration 4F: 3 clusters Score -3481287 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3483308.000000 Penalty: 5189.855469
	Iteration 5F: 3 clusters Score -3483308 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3485293.250000 Penalty: 5189.855469
	Iteration 6F: 3 clusters Score -3485293 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3486844.750000 Penalty: 5189.855469
	Iteration 7F: 3 clusters Score -3486845 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3487943.500000 Penalty: 5189.855469
	Iteration 8Q: 3 clusters Score -3487944 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3488746.000000 Penalty: 5189.855469
	Iteration 9Q: 3 clusters Score -3488746 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3489285.000000 Penalty: 5189.855469
	Iteration 10Q: 3 clusters Score -3489285 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3489737.000000 Penalty: 5189.855469
	Iteration 11Q: 3 clusters Score -3489737 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3490085.750000 Penalty: 5189.855469
	Iteration 12Q: 3 clusters Score -3490086 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3490346.750000 Penalty: 5189.855469
	Iteration 13Q: 3 clusters Score -3490347 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3490493.750000 Penalty: 5189.855469
	Iteration 14Q: 3 clusters Score -3490494 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -3490576.500000 Penalty: 5189.855469
	Iteration 15Q: 3 clusters Score -3490576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -3490650.250000 Penalty: 5189.855469
	Iteration 16Q: 3 clusters Score -3490650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3490709.000000 Penalty: 5189.855469
	Iteration 17Q: 3 clusters Score -3490709 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3490755.500000 Penalty: 5189.855469
	Iteration 18Q: 3 clusters Score -3490756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3490792.000000 Penalty: 5189.855469
	Iteration 19Q: 3 clusters Score -3490792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3490828.250000 Penalty: 5189.855469
	Iteration 20F: 3 clusters Score -3490828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -3490859.750000 Penalty: 5189.855469
	Iteration 21Q: 3 clusters Score -3490860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3490876.750000 Penalty: 5189.855469
	Iteration 22Q: 3 clusters Score -3490877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -3490903.750000 Penalty: 5189.855469
	Iteration 23Q: 3 clusters Score -3490904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3490918.000000 Penalty: 5189.855469
	Iteration 24Q: 3 clusters Score -3490918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3490938.500000 Penalty: 5189.855469
	Iteration 25Q: 3 clusters Score -3490938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3490948.250000 Penalty: 5189.855469
	Iteration 26Q: 3 clusters Score -3490948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3490963.250000 Penalty: 5189.855469
	Iteration 27Q: 3 clusters Score -3490963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3490968.750000 Penalty: 5189.855469
	Iteration 28Q: 3 clusters Score -3490969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3490977.750000 Penalty: 5189.855469
	Iteration 29Q: 3 clusters Score -3490978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3490992.500000 Penalty: 5189.855469
	Iteration 30Q: 3 clusters Score -3490992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3490993.750000 Penalty: 5189.855469
	Iteration 31Q: 3 clusters Score -3490994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -3491010.500000 Penalty: 5189.855469
	Iteration 32Q: 3 clusters Score -3491010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3491025.250000 Penalty: 5189.855469
	Iteration 33Q: 3 clusters Score -3491025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3491021.000000 Penalty: 5189.855469
	Iteration 34Q: 3 clusters Score -3491021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -3491024.750000 Penalty: 5189.855469
	Iteration 35Q: 3 clusters Score -3491025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3491030.750000 Penalty: 5189.855469
	Iteration 36Q: 3 clusters Score -3491031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3491037.000000 Penalty: 5189.855469
	Iteration 37Q: 3 clusters Score -3491037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3491042.250000 Penalty: 5189.855469
	Iteration 38Q: 3 clusters Score -3491042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3491046.250000 Penalty: 5189.855469
	Iteration 39Q: 3 clusters Score -3491046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3491051.250000 Penalty: 5189.855469
	Iteration 40F: 3 clusters Score -3491051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3491058.000000 Penalty: 5189.855469
	Iteration 41Q: 3 clusters Score -3491058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3491061.500000 Penalty: 5189.855469
	Iteration 42Q: 3 clusters Score -3491062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3491074.000000 Penalty: 5189.855469
	Iteration 43Q: 3 clusters Score -3491074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3491081.250000 Penalty: 5189.855469
	Iteration 44Q: 3 clusters Score -3491081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3491082.000000 Penalty: 5189.855469
	Iteration 45Q: 3 clusters Score -3491082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -3491083.500000 Penalty: 5189.855469
	Iteration 46Q: 3 clusters Score -3491084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3491078.500000 Penalty: 5189.855469
	Iteration 47Q: 3 clusters Score -3491078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -3491080.250000 Penalty: 5189.855469
	Iteration 48Q: 3 clusters Score -3491080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -3491081.500000 Penalty: 5189.855469
	Iteration 49Q: 3 clusters Score -3491082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -3491083.250000 Penalty: 5189.855469
	Iteration 50Q: 3 clusters Score -3491083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -3491080.000000 Penalty: 5189.855469
	Iteration 51Q: 3 clusters Score -3491080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3491085.000000 Penalty: 5189.855469
	Iteration 52Q: 3 clusters Score -3491085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3491089.250000 Penalty: 5189.855469
	Iteration 53Q: 3 clusters Score -3491089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3491089.750000 Penalty: 5189.855469
	Iteration 54Q: 3 clusters Score -3491090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3491090.000000 Penalty: 5189.855469
	Iteration 55Q: 3 clusters Score -3491090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3491091.000000 Penalty: 5189.855469
	Iteration 56Q: 3 clusters Score -3491091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3491091.000000 Penalty: 5189.855469
	Iteration 57F: 3 clusters Score -3491091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Entering Unmasked Estep 
Score: -2597270.500000 Penalty: 2514.303955
	Iteration 0F: 2 clusters Score -2597270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2579718.750000 Penalty: 5028.607910
	Iteration 0F: 3 clusters Score -2579719 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2585825.250000 Penalty: 5028.607910
	Iteration 1F: 3 clusters Score -2585825 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2586244.750000 Penalty: 5028.607910
	Iteration 2Q: 3 clusters Score -2586245 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2586615.000000 Penalty: 5028.607910
	Iteration 3Q: 3 clusters Score -2586615 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2586971.000000 Penalty: 5028.607910
	Iteration 4Q: 3 clusters Score -2586971 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2587304.000000 Penalty: 5028.607910
	Iteration 5Q: 3 clusters Score -2587304 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2587634.000000 Penalty: 5028.607910
	Iteration 6Q: 3 clusters Score -2587634 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2588027.000000 Penalty: 5028.607910
	Iteration 7Q: 3 clusters Score -2588027 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2588509.750000 Penalty: 5028.607910
	Iteration 8Q: 3 clusters Score -2588510 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2589134.250000 Penalty: 5028.607910
	Iteration 9Q: 3 clusters Score -2589134 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2589803.500000 Penalty: 5028.607910
	Iteration 10Q: 3 clusters Score -2589804 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2590485.750000 Penalty: 5028.607910
	Iteration 11Q: 3 clusters Score -2590486 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2591090.500000 Penalty: 5028.607910
	Iteration 12Q: 3 clusters Score -2591090 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2591527.000000 Penalty: 5028.607910
	Iteration 13Q: 3 clusters Score -2591527 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2591834.500000 Penalty: 5028.607910
	Iteration 14Q: 3 clusters Score -2591834 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2592032.500000 Penalty: 5028.607910
	Iteration 15Q: 3 clusters Score -2592032 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2592170 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2592276.500000 Penalty: 5028.607910
	Iteration 17Q: 3 clusters Score -2592276 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2592339.750000 Penalty: 5028.607910
	Iteration 18Q: 3 clusters Score -2592340 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2592400.250000 Penalty: 5028.607910
	Iteration 19Q: 3 clusters Score -2592400 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2592423.500000 Penalty: 5028.607910
	Iteration 20F: 3 clusters Score -2592424 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2592457 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2592473 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2592476 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2592505.250000 Penalty: 5028.607910
	Iteration 24Q: 3 clusters Score -2592505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2592515.250000 Penalty: 5028.607910
	Iteration 25Q: 3 clusters Score -2592515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2592521.250000 Penalty: 5028.607910
	Iteration 26Q: 3 clusters Score -2592521 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2592543 nChanged 128
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Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2592554 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2592566 nChanged 119
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Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2592583 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2592588 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2592605 nChanged 126
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Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2592611 nChanged 140
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2592650 nChanged 162
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2592677 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2592712 nChanged 213
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Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2592741 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2592794 nChanged 291
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Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2592850 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2592911 nChanged 337
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Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2592984 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2593071 nChanged 358
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Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2593163 nChanged 408
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Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2593269 nChanged 409
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Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2593376 nChanged 433
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Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2593499 nChanged 430
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2593622 nChanged 444
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Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2593772 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2593926 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2594072 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2594221 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2594370 nChanged 367
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2594494 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2594618 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2594728 nChanged 247
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Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2594818 nChanged 227
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Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2594889 nChanged 179
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2594963 nChanged 169
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Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2595017 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2595074 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2595107 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2595141.250000 Penalty: 5028.607910
	Iteration 62Q: 3 clusters Score -2595141 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2595176 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2595203.750000 Penalty: 5028.607910
	Iteration 64Q: 3 clusters Score -2595204 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2595238 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2595258.000000 Penalty: 5028.607910
	Iteration 66Q: 3 clusters Score -2595258 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2595276.500000 Penalty: 5028.607910
	Iteration 67Q: 3 clusters Score -2595276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2595296.750000 Penalty: 5028.607910
	Iteration 68Q: 3 clusters Score -2595297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2595308.250000 Penalty: 5028.607910
	Iteration 69Q: 3 clusters Score -2595308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2595315.500000 Penalty: 5028.607910
	Iteration 70Q: 3 clusters Score -2595316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2595329.750000 Penalty: 5028.607910
	Iteration 71Q: 3 clusters Score -2595330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2595335.000000 Penalty: 5028.607910
	Iteration 72Q: 3 clusters Score -2595335 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2595333.500000 Penalty: 5028.607910
	Iteration 73Q: 3 clusters Score -2595334 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2595335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2595343.500000 Penalty: 5028.607910
	Iteration 75Q: 3 clusters Score -2595344 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2595343 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2595345.750000 Penalty: 5028.607910
	Iteration 77Q: 3 clusters Score -2595346 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2595351.250000 Penalty: 5028.607910
	Iteration 78Q: 3 clusters Score -2595351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2595357.000000 Penalty: 5028.607910
	Iteration 79Q: 3 clusters Score -2595357 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2595359.500000 Penalty: 5028.607910
	Iteration 80F: 3 clusters Score -2595360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2595369.250000 Penalty: 5028.607910
	Iteration 81Q: 3 clusters Score -2595369 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1453 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2595376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2595376 nChanged 11
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2595379.250000 Penalty: 5028.607910
	Iteration 84Q: 3 clusters Score -2595379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2595384.250000 Penalty: 5028.607910
	Iteration 85Q: 3 clusters Score -2595384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2595384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2595391.000000 Penalty: 5028.607910
	Iteration 87Q: 3 clusters Score -2595391 nChanged 11
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Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2595388.000000 Penalty: 5028.607910
	Iteration 88Q: 3 clusters Score -2595388 nChanged 8
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Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2595393 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2595393 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2595392.750000 Penalty: 5028.607910
	Iteration 91Q: 3 clusters Score -2595393 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2595395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2595393 nChanged 5
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23910 members 
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	Iteration 94Q: 3 clusters Score -2595395 nChanged 6
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Mstep: Class 1 contains 1382 members 
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Entering Unmasked Estep 
Score: -2595398.250000 Penalty: 5028.607910
	Iteration 95Q: 3 clusters Score -2595398 nChanged 7
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Mstep: Class 1 contains 1377 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2595398 nChanged 6
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Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2595398 nChanged 4
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Mstep: Class 1 contains 1371 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2595400 nChanged 5
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Mstep: Class 1 contains 1366 members 
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Entering Unmasked Estep 
Score: -2595402.500000 Penalty: 5028.607910
	Iteration 99Q: 3 clusters Score -2595402 nChanged 6
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Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2595401.250000 Penalty: 5028.607910
	Iteration 100F: 3 clusters Score -2595401 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2595403.750000 Penalty: 5028.607910
	Iteration 101Q: 3 clusters Score -2595404 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2595407.750000 Penalty: 5028.607910
	Iteration 102Q: 3 clusters Score -2595408 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2595406.000000 Penalty: 5028.607910
	Iteration 103Q: 3 clusters Score -2595406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2595407.500000 Penalty: 5028.607910
	Iteration 104Q: 3 clusters Score -2595408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2595411.750000 Penalty: 5028.607910
	Iteration 105Q: 3 clusters Score -2595412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2595411.750000 Penalty: 5028.607910
	Iteration 106Q: 3 clusters Score -2595412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2595410.250000 Penalty: 5028.607910
	Iteration 107Q: 3 clusters Score -2595410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2595412.750000 Penalty: 5028.607910
	Iteration 108Q: 3 clusters Score -2595413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2595411.250000 Penalty: 5028.607910
	Iteration 109Q: 3 clusters Score -2595411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2595410.000000 Penalty: 5028.607910
	Iteration 110Q: 3 clusters Score -2595410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2595411.750000 Penalty: 5028.607910
	Iteration 111Q: 3 clusters Score -2595412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2595411.750000 Penalty: 5028.607910
	Iteration 112F: 3 clusters Score -2595412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -1003580.125000 Penalty: 2280.743408
	Iteration 0F: 2 clusters Score -1003580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -995923.125000 Penalty: 4561.486816
	Iteration 0F: 3 clusters Score -995923.1 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -998110.312500 Penalty: 4561.486816
	Iteration 1F: 3 clusters Score -998110.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -998419.437500 Penalty: 4561.486816
	Iteration 2F: 3 clusters Score -998419.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -998660.187500 Penalty: 4561.486816
	Iteration 3F: 3 clusters Score -998660.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -998889.000000 Penalty: 4561.486816
	Iteration 4Q: 3 clusters Score -998889 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -999149.937500 Penalty: 4561.486816
	Iteration 5Q: 3 clusters Score -999149.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -999458.812500 Penalty: 4561.486816
	Iteration 6Q: 3 clusters Score -999458.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -999830.812500 Penalty: 4561.486816
	Iteration 7F: 3 clusters Score -999830.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1000194.687500 Penalty: 4561.486816
	Iteration 8F: 3 clusters Score -1000195 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1000510.562500 Penalty: 4561.486816
	Iteration 9Q: 3 clusters Score -1000511 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1000760.375000 Penalty: 4561.486816
	Iteration 10Q: 3 clusters Score -1000760 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1000931.062500 Penalty: 4561.486816
	Iteration 11Q: 3 clusters Score -1000931 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1001052.750000 Penalty: 4561.486816
	Iteration 12Q: 3 clusters Score -1001053 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1001144.187500 Penalty: 4561.486816
	Iteration 13Q: 3 clusters Score -1001144 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1001214.312500 Penalty: 4561.486816
	Iteration 14Q: 3 clusters Score -1001214 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1001263.812500 Penalty: 4561.486816
	Iteration 15Q: 3 clusters Score -1001264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1001312.500000 Penalty: 4561.486816
	Iteration 16Q: 3 clusters Score -1001312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1001350.937500 Penalty: 4561.486816
	Iteration 17Q: 3 clusters Score -1001351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1001372.812500 Penalty: 4561.486816
	Iteration 18Q: 3 clusters Score -1001373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1001396.812500 Penalty: 4561.486816
	Iteration 19Q: 3 clusters Score -1001397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1001416.250000 Penalty: 4561.486816
	Iteration 20F: 3 clusters Score -1001416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1001426.000000 Penalty: 4561.486816
	Iteration 21Q: 3 clusters Score -1001426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1001433.937500 Penalty: 4561.486816
	Iteration 22Q: 3 clusters Score -1001434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1001443.125000 Penalty: 4561.486816
	Iteration 23Q: 3 clusters Score -1001443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1001450.250000 Penalty: 4561.486816
	Iteration 24Q: 3 clusters Score -1001450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1001459.812500 Penalty: 4561.486816
	Iteration 25Q: 3 clusters Score -1001460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1001465.187500 Penalty: 4561.486816
	Iteration 26Q: 3 clusters Score -1001465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1001476.000000 Penalty: 4561.486816
	Iteration 27Q: 3 clusters Score -1001476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1001493.312500 Penalty: 4561.486816
	Iteration 28Q: 3 clusters Score -1001493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1001500.625000 Penalty: 4561.486816
	Iteration 29Q: 3 clusters Score -1001501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1001508.000000 Penalty: 4561.486816
	Iteration 30Q: 3 clusters Score -1001508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1001517.375000 Penalty: 4561.486816
	Iteration 31Q: 3 clusters Score -1001517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1001524.937500 Penalty: 4561.486816
	Iteration 32Q: 3 clusters Score -1001525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1001528.312500 Penalty: 4561.486816
	Iteration 33Q: 3 clusters Score -1001528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1001533.687500 Penalty: 4561.486816
	Iteration 34Q: 3 clusters Score -1001534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1001538.750000 Penalty: 4561.486816
	Iteration 35Q: 3 clusters Score -1001539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1001544.187500 Penalty: 4561.486816
	Iteration 36Q: 3 clusters Score -1001544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1001546.812500 Penalty: 4561.486816
	Iteration 37Q: 3 clusters Score -1001547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1001548.687500 Penalty: 4561.486816
	Iteration 38Q: 3 clusters Score -1001549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1001553.812500 Penalty: 4561.486816
	Iteration 39Q: 3 clusters Score -1001554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1001553.875000 Penalty: 4561.486816
	Iteration 40F: 3 clusters Score -1001554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1001557.750000 Penalty: 4561.486816
	Iteration 41Q: 3 clusters Score -1001558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1001562.937500 Penalty: 4561.486816
	Iteration 42Q: 3 clusters Score -1001563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1001564.687500 Penalty: 4561.486816
	Iteration 43Q: 3 clusters Score -1001565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1001568.312500 Penalty: 4561.486816
	Iteration 44Q: 3 clusters Score -1001568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1001570.000000 Penalty: 4561.486816
	Iteration 45Q: 3 clusters Score -1001570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1001574.562500 Penalty: 4561.486816
	Iteration 46Q: 3 clusters Score -1001575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1001578.062500 Penalty: 4561.486816
	Iteration 47Q: 3 clusters Score -1001578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1001578.562500 Penalty: 4561.486816
	Iteration 48Q: 3 clusters Score -1001579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1001580.937500 Penalty: 4561.486816
	Iteration 49Q: 3 clusters Score -1001581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1001585.000000 Penalty: 4561.486816
	Iteration 50Q: 3 clusters Score -1001585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1001585.125000 Penalty: 4561.486816
	Iteration 51Q: 3 clusters Score -1001585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1001586.375000 Penalty: 4561.486816
	Iteration 52Q: 3 clusters Score -1001586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1001588.062500 Penalty: 4561.486816
	Iteration 53Q: 3 clusters Score -1001588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1001587.062500 Penalty: 4561.486816
	Iteration 54Q: 3 clusters Score -1001587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1001589.187500 Penalty: 4561.486816
	Iteration 55Q: 3 clusters Score -1001589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1001589.125000 Penalty: 4561.486816
	Iteration 56Q: 3 clusters Score -1001589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1001587.312500 Penalty: 4561.486816
	Iteration 57Q: 3 clusters Score -1001587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1001588.500000 Penalty: 4561.486816
	Iteration 58Q: 3 clusters Score -1001588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1001587.875000 Penalty: 4561.486816
	Iteration 59Q: 3 clusters Score -1001588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1001590.375000 Penalty: 4561.486816
	Iteration 60F: 3 clusters Score -1001590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1001590.312500 Penalty: 4561.486816
	Iteration 61Q: 3 clusters Score -1001590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1001591.375000 Penalty: 4561.486816
	Iteration 62Q: 3 clusters Score -1001591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1001592.437500 Penalty: 4561.486816
	Iteration 63Q: 3 clusters Score -1001592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1001592.937500 Penalty: 4561.486816
	Iteration 64Q: 3 clusters Score -1001593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1001595.062500 Penalty: 4561.486816
	Iteration 65Q: 3 clusters Score -1001595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1001595.250000 Penalty: 4561.486816
	Iteration 66Q: 3 clusters Score -1001595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1001595.875000 Penalty: 4561.486816
	Iteration 67Q: 3 clusters Score -1001596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1001598.062500 Penalty: 4561.486816
	Iteration 68Q: 3 clusters Score -1001598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1001598.437500 Penalty: 4561.486816
	Iteration 69Q: 3 clusters Score -1001598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1001599.500000 Penalty: 4561.486816
	Iteration 70Q: 3 clusters Score -1001600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1001599.937500 Penalty: 4561.486816
	Iteration 71Q: 3 clusters Score -1001600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1001601.250000 Penalty: 4561.486816
	Iteration 72Q: 3 clusters Score -1001601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1001600.437500 Penalty: 4561.486816
	Iteration 73Q: 3 clusters Score -1001600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1001600.687500 Penalty: 4561.486816
	Iteration 74Q: 3 clusters Score -1001601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1001603.312500 Penalty: 4561.486816
	Iteration 75Q: 3 clusters Score -1001603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1001603.437500 Penalty: 4561.486816
	Iteration 76Q: 3 clusters Score -1001603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1001603.437500 Penalty: 4561.486816
	Iteration 77F: 3 clusters Score -1001603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -1405503.625000 Penalty: 2399.482178
	Iteration 0F: 2 clusters Score -1405504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1394044.875000 Penalty: 4798.964355
	Iteration 0F: 3 clusters Score -1394045 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1397897.875000 Penalty: 4798.964355
	Iteration 1F: 3 clusters Score -1397898 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1398515.250000 Penalty: 4798.964355
	Iteration 2F: 3 clusters Score -1398515 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1399196.875000 Penalty: 4798.964355
	Iteration 3F: 3 clusters Score -1399197 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1399968.125000 Penalty: 4798.964355
	Iteration 4F: 3 clusters Score -1399968 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1400843.125000 Penalty: 4798.964355
	Iteration 5F: 3 clusters Score -1400843 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1401731.625000 Penalty: 4798.964355
	Iteration 6F: 3 clusters Score -1401732 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1402538.250000 Penalty: 4798.964355
	Iteration 7F: 3 clusters Score -1402538 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1403256.375000 Penalty: 4798.964355
	Iteration 8F: 3 clusters Score -1403256 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1403746.375000 Penalty: 4798.964355
	Iteration 9Q: 3 clusters Score -1403746 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1404065.625000 Penalty: 4798.964355
	Iteration 10Q: 3 clusters Score -1404066 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1404235.000000 Penalty: 4798.964355
	Iteration 11Q: 3 clusters Score -1404235 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1404356.250000 Penalty: 4798.964355
	Iteration 12Q: 3 clusters Score -1404356 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1404420.750000 Penalty: 4798.964355
	Iteration 13Q: 3 clusters Score -1404421 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1404468.375000 Penalty: 4798.964355
	Iteration 14Q: 3 clusters Score -1404468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1404483.500000 Penalty: 4798.964355
	Iteration 15Q: 3 clusters Score -1404484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1404504.750000 Penalty: 4798.964355
	Iteration 16Q: 3 clusters Score -1404505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1404519.625000 Penalty: 4798.964355
	Iteration 17Q: 3 clusters Score -1404520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1404531.000000 Penalty: 4798.964355
	Iteration 18Q: 3 clusters Score -1404531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1404543.750000 Penalty: 4798.964355
	Iteration 19Q: 3 clusters Score -1404544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1404543.750000 Penalty: 4798.964355
	Iteration 20F: 3 clusters Score -1404544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1404548.750000 Penalty: 4798.964355
	Iteration 21Q: 3 clusters Score -1404549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1404564.750000 Penalty: 4798.964355
	Iteration 22Q: 3 clusters Score -1404565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1404572.125000 Penalty: 4798.964355
	Iteration 23Q: 3 clusters Score -1404572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1404576.250000 Penalty: 4798.964355
	Iteration 24Q: 3 clusters Score -1404576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1404589.000000 Penalty: 4798.964355
	Iteration 25Q: 3 clusters Score -1404589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1404596.125000 Penalty: 4798.964355
	Iteration 26Q: 3 clusters Score -1404596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1404601.750000 Penalty: 4798.964355
	Iteration 27Q: 3 clusters Score -1404602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1404612.750000 Penalty: 4798.964355
	Iteration 28Q: 3 clusters Score -1404613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1404618.500000 Penalty: 4798.964355
	Iteration 29Q: 3 clusters Score -1404618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1404623.875000 Penalty: 4798.964355
	Iteration 30Q: 3 clusters Score -1404624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1404627.500000 Penalty: 4798.964355
	Iteration 31Q: 3 clusters Score -1404628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1404632.125000 Penalty: 4798.964355
	Iteration 32Q: 3 clusters Score -1404632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1404636.000000 Penalty: 4798.964355
	Iteration 33Q: 3 clusters Score -1404636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1404641.000000 Penalty: 4798.964355
	Iteration 34Q: 3 clusters Score -1404641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1404639.750000 Penalty: 4798.964355
	Iteration 35Q: 3 clusters Score -1404640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1404643.000000 Penalty: 4798.964355
	Iteration 36Q: 3 clusters Score -1404643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1404647.250000 Penalty: 4798.964355
	Iteration 37Q: 3 clusters Score -1404647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1404652.000000 Penalty: 4798.964355
	Iteration 38Q: 3 clusters Score -1404652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1404654.625000 Penalty: 4798.964355
	Iteration 39Q: 3 clusters Score -1404655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1404656.500000 Penalty: 4798.964355
	Iteration 40F: 3 clusters Score -1404656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1404661.750000 Penalty: 4798.964355
	Iteration 41Q: 3 clusters Score -1404662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1404661.000000 Penalty: 4798.964355
	Iteration 42Q: 3 clusters Score -1404661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1404664.000000 Penalty: 4798.964355
	Iteration 43Q: 3 clusters Score -1404664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1404669.500000 Penalty: 4798.964355
	Iteration 44Q: 3 clusters Score -1404670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1404670.375000 Penalty: 4798.964355
	Iteration 45Q: 3 clusters Score -1404670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1404676.000000 Penalty: 4798.964355
	Iteration 46Q: 3 clusters Score -1404676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1404680.500000 Penalty: 4798.964355
	Iteration 47Q: 3 clusters Score -1404680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1404681.500000 Penalty: 4798.964355
	Iteration 48Q: 3 clusters Score -1404682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1404681.500000 Penalty: 4798.964355
	Iteration 49Q: 3 clusters Score -1404682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1404684.375000 Penalty: 4798.964355
	Iteration 50Q: 3 clusters Score -1404684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1404685.250000 Penalty: 4798.964355
	Iteration 51Q: 3 clusters Score -1404685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1404684.625000 Penalty: 4798.964355
	Iteration 52Q: 3 clusters Score -1404685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1404684.500000 Penalty: 4798.964355
	Iteration 53Q: 3 clusters Score -1404684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1404684.875000 Penalty: 4798.964355
	Iteration 54Q: 3 clusters Score -1404685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1404686.000000 Penalty: 4798.964355
	Iteration 55Q: 3 clusters Score -1404686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1404686.750000 Penalty: 4798.964355
	Iteration 56Q: 3 clusters Score -1404687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1404687.125000 Penalty: 4798.964355
	Iteration 57Q: 3 clusters Score -1404687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1404685.000000 Penalty: 4798.964355
	Iteration 58Q: 3 clusters Score -1404685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1404690.125000 Penalty: 4798.964355
	Iteration 59Q: 3 clusters Score -1404690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1404690.750000 Penalty: 4798.964355
	Iteration 60F: 3 clusters Score -1404691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1404691.000000 Penalty: 4798.964355
	Iteration 61Q: 3 clusters Score -1404691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1404689.875000 Penalty: 4798.964355
	Iteration 62Q: 3 clusters Score -1404690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1404689.875000 Penalty: 4798.964355
	Iteration 63F: 3 clusters Score -1404690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -171877.062500 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -171877.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -169326.640625 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -169326.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -170028.578125 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -170028.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170265.546875 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -170265.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -170412.281250 Penalty: 3781.568848
	Iteration 3F: 3 clusters Score -170412.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -170550.171875 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -170550.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170659.609375 Penalty: 3781.568848
	Iteration 5Q: 3 clusters Score -170659.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -170743.937500 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -170743.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170790.093750 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -170790.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170834.312500 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -170834.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -170868.781250 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -170868.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170913.390625 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -170913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -170953.265625 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -170953.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170996.421875 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -170996.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171023.296875 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -171023.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -171048.468750 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -171048.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -171072.390625 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -171072.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171089.218750 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -171089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171094.406250 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -171094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171102.328125 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -171102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171113.937500 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -171113.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -171128.437500 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -171128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -171143.812500 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -171143.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -171159.140625 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -171159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -171175.562500 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -171175.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -171202.718750 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -171202.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -171225.781250 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -171225.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -171247.578125 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -171247.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -171269.343750 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -171269.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -171310.046875 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -171310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -171356.375000 Penalty: 3781.568848
	Iteration 29Q: 3 clusters Score -171356.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171386.281250 Penalty: 3781.568848
	Iteration 30Q: 3 clusters Score -171386.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171412.484375 Penalty: 3781.568848
	Iteration 31Q: 3 clusters Score -171412.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171436.453125 Penalty: 3781.568848
	Iteration 32Q: 3 clusters Score -171436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171456.765625 Penalty: 3781.568848
	Iteration 33Q: 3 clusters Score -171456.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -171473.390625 Penalty: 3781.568848
	Iteration 34Q: 3 clusters Score -171473.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -171486.796875 Penalty: 3781.568848
	Iteration 35Q: 3 clusters Score -171486.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -171496.531250 Penalty: 3781.568848
	Iteration 36Q: 3 clusters Score -171496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171500.843750 Penalty: 3781.568848
	Iteration 37Q: 3 clusters Score -171500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171502.750000 Penalty: 3781.568848
	Iteration 38Q: 3 clusters Score -171502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -171503.656250 Penalty: 3781.568848
	Iteration 39Q: 3 clusters Score -171503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -171504.218750 Penalty: 3781.568848
	Iteration 40F: 3 clusters Score -171504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -171509.843750 Penalty: 3781.568848
	Iteration 41Q: 3 clusters Score -171509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171511.359375 Penalty: 3781.568848
	Iteration 42Q: 3 clusters Score -171511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -171512.531250 Penalty: 3781.568848
	Iteration 43Q: 3 clusters Score -171512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -171513.500000 Penalty: 3781.568848
	Iteration 44Q: 3 clusters Score -171513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -171514.843750 Penalty: 3781.568848
	Iteration 45Q: 3 clusters Score -171514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -171515.609375 Penalty: 3781.568848
	Iteration 46Q: 3 clusters Score -171515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -171518.406250 Penalty: 3781.568848
	Iteration 47Q: 3 clusters Score -171518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -171519.921875 Penalty: 3781.568848
	Iteration 48Q: 3 clusters Score -171519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -171523.843750 Penalty: 3781.568848
	Iteration 49Q: 3 clusters Score -171523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171534.265625 Penalty: 3781.568848
	Iteration 50Q: 3 clusters Score -171534.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -171545.640625 Penalty: 3781.568848
	Iteration 51Q: 3 clusters Score -171545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -171555.359375 Penalty: 3781.568848
	Iteration 52Q: 3 clusters Score -171555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -171567.843750 Penalty: 3781.568848
	Iteration 53Q: 3 clusters Score -171567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171603.000000 Penalty: 3781.568848
	Iteration 54Q: 3 clusters Score -171603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -171646.250000 Penalty: 3781.568848
	Iteration 55Q: 3 clusters Score -171646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171673.531250 Penalty: 3781.568848
	Iteration 56Q: 3 clusters Score -171673.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -171703.453125 Penalty: 3781.568848
	Iteration 57Q: 3 clusters Score -171703.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171750.343750 Penalty: 3781.568848
	Iteration 58Q: 3 clusters Score -171750.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -171815.390625 Penalty: 3781.568848
	Iteration 59Q: 3 clusters Score -171815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -171887.250000 Penalty: 3781.568848
	Iteration 60F: 3 clusters Score -171887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -171925.109375 Penalty: 3781.568848
	Iteration 61Q: 3 clusters Score -171925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -171931.390625 Penalty: 3781.568848
	Iteration 62Q: 3 clusters Score -171931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -171931.390625 Penalty: 3781.568848
	Iteration 63F: 3 clusters Score -171931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10591 members 
Mstep: Class 43 contains 950 members 
Entering Unmasked Estep 
Score: -58957272.000000 Penalty: 142338.593750
Splitting cluster 21 changes total score from -58958576.000000 to -58957272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -195893.078125 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -195893.1 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 1073 members 
Entering Unmasked Estep 
Score: -193193.328125 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -193193.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -193747.937500 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -193747.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -193953.562500 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -193953.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194147.765625 Penalty: 3805.457031
	Iteration 3F: 3 clusters Score -194147.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194402.296875 Penalty: 3805.457031
	Iteration 4F: 3 clusters Score -194402.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194726.968750 Penalty: 3805.457031
	Iteration 5F: 3 clusters Score -194727 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -195109.437500 Penalty: 3805.457031
	Iteration 6F: 3 clusters Score -195109.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -195421.453125 Penalty: 3805.457031
	Iteration 7F: 3 clusters Score -195421.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -195613.875000 Penalty: 3805.457031
	Iteration 8Q: 3 clusters Score -195613.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -195759.203125 Penalty: 3805.457031
	Iteration 9Q: 3 clusters Score -195759.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -195894.156250 Penalty: 3805.457031
	Iteration 10Q: 3 clusters Score -195894.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195940.421875 Penalty: 3805.457031
	Iteration 11Q: 3 clusters Score -195940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195976.921875 Penalty: 3805.457031
	Iteration 12Q: 3 clusters Score -195976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -195995.718750 Penalty: 3805.457031
	Iteration 13Q: 3 clusters Score -195995.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -196017.390625 Penalty: 3805.457031
	Iteration 14Q: 3 clusters Score -196017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196030.453125 Penalty: 3805.457031
	Iteration 15Q: 3 clusters Score -196030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -196036.843750 Penalty: 3805.457031
	Iteration 16Q: 3 clusters Score -196036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196049.109375 Penalty: 3805.457031
	Iteration 17Q: 3 clusters Score -196049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -196055.609375 Penalty: 3805.457031
	Iteration 18Q: 3 clusters Score -196055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -196059.531250 Penalty: 3805.457031
	Iteration 19Q: 3 clusters Score -196059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -196063.500000 Penalty: 3805.457031
	Iteration 20F: 3 clusters Score -196063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -196065.703125 Penalty: 3805.457031
	Iteration 21Q: 3 clusters Score -196065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196067.265625 Penalty: 3805.457031
	Iteration 22Q: 3 clusters Score -196067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -196068.875000 Penalty: 3805.457031
	Iteration 23Q: 3 clusters Score -196068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -196068.875000 Penalty: 3805.457031
	Iteration 24F: 3 clusters Score -196068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 1547 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10591 members 
Mstep: Class 43 contains 601 members 
Entering Unmasked Estep 
Score: -58957308.000000 Penalty: 142338.593750
Splitting cluster 22 changes total score from -58958576.000000 to -58957308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1514215.500000 Penalty: 2406.440430
	Iteration 0F: 2 clusters Score -1514216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1502532.500000 Penalty: 4812.880859
	Iteration 0F: 3 clusters Score -1502532 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1506549.625000 Penalty: 4812.880859
	Iteration 1F: 3 clusters Score -1506550 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1507345.625000 Penalty: 4812.880859
	Iteration 2F: 3 clusters Score -1507346 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1508071.625000 Penalty: 4812.880859
	Iteration 3F: 3 clusters Score -1508072 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1508771.000000 Penalty: 4812.880859
	Iteration 4F: 3 clusters Score -1508771 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1509579.000000 Penalty: 4812.880859
	Iteration 5F: 3 clusters Score -1509579 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1510452.875000 Penalty: 4812.880859
	Iteration 6F: 3 clusters Score -1510453 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1511254.625000 Penalty: 4812.880859
	Iteration 7F: 3 clusters Score -1511255 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1511928.875000 Penalty: 4812.880859
	Iteration 8Q: 3 clusters Score -1511929 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1512394.000000 Penalty: 4812.880859
	Iteration 9Q: 3 clusters Score -1512394 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1512701.125000 Penalty: 4812.880859
	Iteration 10Q: 3 clusters Score -1512701 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1512903.625000 Penalty: 4812.880859
	Iteration 11Q: 3 clusters Score -1512904 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1513009.625000 Penalty: 4812.880859
	Iteration 12Q: 3 clusters Score -1513010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1513078.750000 Penalty: 4812.880859
	Iteration 13Q: 3 clusters Score -1513079 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1513142.875000 Penalty: 4812.880859
	Iteration 14Q: 3 clusters Score -1513143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1513184.250000 Penalty: 4812.880859
	Iteration 15Q: 3 clusters Score -1513184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1513220.000000 Penalty: 4812.880859
	Iteration 16Q: 3 clusters Score -1513220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1513247.000000 Penalty: 4812.880859
	Iteration 17Q: 3 clusters Score -1513247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1513274.250000 Penalty: 4812.880859
	Iteration 18Q: 3 clusters Score -1513274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1513309.000000 Penalty: 4812.880859
	Iteration 19Q: 3 clusters Score -1513309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1513344.750000 Penalty: 4812.880859
	Iteration 20F: 3 clusters Score -1513345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1513368.750000 Penalty: 4812.880859
	Iteration 21Q: 3 clusters Score -1513369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1513386.250000 Penalty: 4812.880859
	Iteration 22Q: 3 clusters Score -1513386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1513400.375000 Penalty: 4812.880859
	Iteration 23Q: 3 clusters Score -1513400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1513413.875000 Penalty: 4812.880859
	Iteration 24Q: 3 clusters Score -1513414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1513424.625000 Penalty: 4812.880859
	Iteration 25Q: 3 clusters Score -1513425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1513444.750000 Penalty: 4812.880859
	Iteration 26Q: 3 clusters Score -1513445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1513460.625000 Penalty: 4812.880859
	Iteration 27Q: 3 clusters Score -1513461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1513471.375000 Penalty: 4812.880859
	Iteration 28Q: 3 clusters Score -1513471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1513483.875000 Penalty: 4812.880859
	Iteration 29Q: 3 clusters Score -1513484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1513501.250000 Penalty: 4812.880859
	Iteration 30Q: 3 clusters Score -1513501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1513513.625000 Penalty: 4812.880859
	Iteration 31Q: 3 clusters Score -1513514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1513523.500000 Penalty: 4812.880859
	Iteration 32Q: 3 clusters Score -1513524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1513531.625000 Penalty: 4812.880859
	Iteration 33Q: 3 clusters Score -1513532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1513541.625000 Penalty: 4812.880859
	Iteration 34Q: 3 clusters Score -1513542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1513554.750000 Penalty: 4812.880859
	Iteration 35Q: 3 clusters Score -1513555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1513557.250000 Penalty: 4812.880859
	Iteration 36Q: 3 clusters Score -1513557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1513561.375000 Penalty: 4812.880859
	Iteration 37Q: 3 clusters Score -1513561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1513562.500000 Penalty: 4812.880859
	Iteration 38Q: 3 clusters Score -1513562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1513566.500000 Penalty: 4812.880859
	Iteration 39Q: 3 clusters Score -1513566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1513570.000000 Penalty: 4812.880859
	Iteration 40F: 3 clusters Score -1513570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1513570.500000 Penalty: 4812.880859
	Iteration 41Q: 3 clusters Score -1513570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1513574.375000 Penalty: 4812.880859
	Iteration 42Q: 3 clusters Score -1513574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1513578.750000 Penalty: 4812.880859
	Iteration 43Q: 3 clusters Score -1513579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1513575.000000 Penalty: 4812.880859
	Iteration 44Q: 3 clusters Score -1513575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1513581.375000 Penalty: 4812.880859
	Iteration 45Q: 3 clusters Score -1513581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1513580.625000 Penalty: 4812.880859
	Iteration 46Q: 3 clusters Score -1513581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1513580.625000 Penalty: 4812.880859
	Iteration 47Q: 3 clusters Score -1513581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1513583.750000 Penalty: 4812.880859
	Iteration 48Q: 3 clusters Score -1513584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1513586.875000 Penalty: 4812.880859
	Iteration 49Q: 3 clusters Score -1513587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1513590.625000 Penalty: 4812.880859
	Iteration 50Q: 3 clusters Score -1513591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1513595.625000 Penalty: 4812.880859
	Iteration 51Q: 3 clusters Score -1513596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1513599.625000 Penalty: 4812.880859
	Iteration 52Q: 3 clusters Score -1513600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1513600.875000 Penalty: 4812.880859
	Iteration 53Q: 3 clusters Score -1513601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1513600.750000 Penalty: 4812.880859
	Iteration 54Q: 3 clusters Score -1513601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1513603.500000 Penalty: 4812.880859
	Iteration 55Q: 3 clusters Score -1513604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1513605.125000 Penalty: 4812.880859
	Iteration 56Q: 3 clusters Score -1513605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1513604.125000 Penalty: 4812.880859
	Iteration 57Q: 3 clusters Score -1513604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1513606.625000 Penalty: 4812.880859
	Iteration 58Q: 3 clusters Score -1513607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1513608.875000 Penalty: 4812.880859
	Iteration 59Q: 3 clusters Score -1513609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1513608.125000 Penalty: 4812.880859
	Iteration 60F: 3 clusters Score -1513608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1513608.000000 Penalty: 4812.880859
	Iteration 61Q: 3 clusters Score -1513608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1513608.000000 Penalty: 4812.880859
	Iteration 62F: 3 clusters Score -1513608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -539866.062500 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -539866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -534759.437500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -534759.4 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -536320.500000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -536320.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -536817.250000 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -536817.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -537317.875000 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -537317.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -537827.375000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -537827.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -538237.750000 Penalty: 4310.475098
	Iteration 5F: 3 clusters Score -538237.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -538516.812500 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -538516.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -538703.250000 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -538703.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -538799.250000 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -538799.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -538869.562500 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -538869.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -538931.500000 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -538931.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -538973.125000 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -538973.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -539005.125000 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -539005.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -539027.562500 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -539027.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -539046.062500 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -539046.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -539066.500000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -539066.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -539085.687500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -539085.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -539100.812500 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -539100.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -539109.687500 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -539109.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -539115.562500 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -539115.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -539121.812500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -539121.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -539132.750000 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -539132.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -539147.125000 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -539147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -539158.187500 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -539158.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -539164.625000 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -539164.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -539170.687500 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -539170.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -539177.812500 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -539177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -539180.875000 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -539180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -539181.937500 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -539181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -539184.000000 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -539184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -539184.375000 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -539184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -539185.625000 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -539185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -539185.562500 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -539185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -539186.062500 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -539186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -539186.437500 Penalty: 4310.475098
	Iteration 34Q: 3 clusters Score -539186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -539186.500000 Penalty: 4310.475098
	Iteration 35Q: 3 clusters Score -539186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -539186.500000 Penalty: 4310.475098
	Iteration 36F: 3 clusters Score -539186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Entering Unmasked Estep 
Score: -1519845.625000 Penalty: 2388.135010
	Iteration 0F: 2 clusters Score -1519846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1508879.875000 Penalty: 4776.270020
	Iteration 0F: 3 clusters Score -1508880 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1512417.000000 Penalty: 4776.270020
	Iteration 1F: 3 clusters Score -1512417 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1512739.250000 Penalty: 4776.270020
	Iteration 2F: 3 clusters Score -1512739 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1512973.750000 Penalty: 4776.270020
	Iteration 3Q: 3 clusters Score -1512974 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1513188.625000 Penalty: 4776.270020
	Iteration 4Q: 3 clusters Score -1513189 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1513386.500000 Penalty: 4776.270020
	Iteration 5Q: 3 clusters Score -1513386 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1513582.000000 Penalty: 4776.270020
	Iteration 6Q: 3 clusters Score -1513582 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1513802.250000 Penalty: 4776.270020
	Iteration 7Q: 3 clusters Score -1513802 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1514077.750000 Penalty: 4776.270020
	Iteration 8Q: 3 clusters Score -1514078 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1514358.375000 Penalty: 4776.270020
	Iteration 9Q: 3 clusters Score -1514358 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1514669.375000 Penalty: 4776.270020
	Iteration 10Q: 3 clusters Score -1514669 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1514997.750000 Penalty: 4776.270020
	Iteration 11Q: 3 clusters Score -1514998 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1515339.875000 Penalty: 4776.270020
	Iteration 12Q: 3 clusters Score -1515340 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1515696.000000 Penalty: 4776.270020
	Iteration 13Q: 3 clusters Score -1515696 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1516051.000000 Penalty: 4776.270020
	Iteration 14Q: 3 clusters Score -1516051 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1516346.750000 Penalty: 4776.270020
	Iteration 15Q: 3 clusters Score -1516347 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1516593.250000 Penalty: 4776.270020
	Iteration 16Q: 3 clusters Score -1516593 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1516789.500000 Penalty: 4776.270020
	Iteration 17Q: 3 clusters Score -1516790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1516937.375000 Penalty: 4776.270020
	Iteration 18Q: 3 clusters Score -1516937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1517082.125000 Penalty: 4776.270020
	Iteration 19Q: 3 clusters Score -1517082 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1517186.875000 Penalty: 4776.270020
	Iteration 20F: 3 clusters Score -1517187 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1517266.375000 Penalty: 4776.270020
	Iteration 21Q: 3 clusters Score -1517266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1517322.125000 Penalty: 4776.270020
	Iteration 22Q: 3 clusters Score -1517322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1517374.625000 Penalty: 4776.270020
	Iteration 23Q: 3 clusters Score -1517375 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1517423.000000 Penalty: 4776.270020
	Iteration 24Q: 3 clusters Score -1517423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1517461.500000 Penalty: 4776.270020
	Iteration 25Q: 3 clusters Score -1517462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1517488.500000 Penalty: 4776.270020
	Iteration 26Q: 3 clusters Score -1517488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1517512.000000 Penalty: 4776.270020
	Iteration 27Q: 3 clusters Score -1517512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1517536.750000 Penalty: 4776.270020
	Iteration 28Q: 3 clusters Score -1517537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1517557.375000 Penalty: 4776.270020
	Iteration 29Q: 3 clusters Score -1517557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1517584.625000 Penalty: 4776.270020
	Iteration 30Q: 3 clusters Score -1517585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1517606.250000 Penalty: 4776.270020
	Iteration 31Q: 3 clusters Score -1517606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1517620.750000 Penalty: 4776.270020
	Iteration 32Q: 3 clusters Score -1517621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1517635.375000 Penalty: 4776.270020
	Iteration 33Q: 3 clusters Score -1517635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1517643.000000 Penalty: 4776.270020
	Iteration 34Q: 3 clusters Score -1517643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1517654.750000 Penalty: 4776.270020
	Iteration 35Q: 3 clusters Score -1517655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1517665.625000 Penalty: 4776.270020
	Iteration 36Q: 3 clusters Score -1517666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1517670.375000 Penalty: 4776.270020
	Iteration 37Q: 3 clusters Score -1517670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1517678.625000 Penalty: 4776.270020
	Iteration 38Q: 3 clusters Score -1517679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1517681.125000 Penalty: 4776.270020
	Iteration 39Q: 3 clusters Score -1517681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1517688.000000 Penalty: 4776.270020
	Iteration 40F: 3 clusters Score -1517688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1517689.375000 Penalty: 4776.270020
	Iteration 41Q: 3 clusters Score -1517689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1517692.375000 Penalty: 4776.270020
	Iteration 42Q: 3 clusters Score -1517692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1517696.250000 Penalty: 4776.270020
	Iteration 43Q: 3 clusters Score -1517696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1517694.250000 Penalty: 4776.270020
	Iteration 44Q: 3 clusters Score -1517694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1517696.250000 Penalty: 4776.270020
	Iteration 45Q: 3 clusters Score -1517696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1517699.500000 Penalty: 4776.270020
	Iteration 46Q: 3 clusters Score -1517700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1517704.625000 Penalty: 4776.270020
	Iteration 47Q: 3 clusters Score -1517705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1517712.000000 Penalty: 4776.270020
	Iteration 48Q: 3 clusters Score -1517712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1517714.000000 Penalty: 4776.270020
	Iteration 49Q: 3 clusters Score -1517714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1517717.500000 Penalty: 4776.270020
	Iteration 50Q: 3 clusters Score -1517718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1517725.875000 Penalty: 4776.270020
	Iteration 51Q: 3 clusters Score -1517726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1517736.250000 Penalty: 4776.270020
	Iteration 52Q: 3 clusters Score -1517736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1517744.625000 Penalty: 4776.270020
	Iteration 53Q: 3 clusters Score -1517745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1517750.375000 Penalty: 4776.270020
	Iteration 54Q: 3 clusters Score -1517750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1517759.000000 Penalty: 4776.270020
	Iteration 55Q: 3 clusters Score -1517759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1517767.875000 Penalty: 4776.270020
	Iteration 56Q: 3 clusters Score -1517768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1517781.125000 Penalty: 4776.270020
	Iteration 57Q: 3 clusters Score -1517781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1517791.750000 Penalty: 4776.270020
	Iteration 58Q: 3 clusters Score -1517792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1517794.375000 Penalty: 4776.270020
	Iteration 59Q: 3 clusters Score -1517794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1517800.875000 Penalty: 4776.270020
	Iteration 60F: 3 clusters Score -1517801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1517804.125000 Penalty: 4776.270020
	Iteration 61Q: 3 clusters Score -1517804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1517804.875000 Penalty: 4776.270020
	Iteration 62Q: 3 clusters Score -1517805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1517804.875000 Penalty: 4776.270020
	Iteration 63F: 3 clusters Score -1517805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -347862.593750 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -347862.6 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 1730 members 
Entering Unmasked Estep 
Score: -344342.687500 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -344342.7 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -345058.343750 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -345058.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -345223.000000 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -345223 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -345324.968750 Penalty: 4038.607666
	Iteration 3Q: 3 clusters Score -345325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -345392.687500 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -345392.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -345437.625000 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -345437.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -345465.750000 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -345465.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -345495.812500 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -345495.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -345524.375000 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -345524.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -345555.187500 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -345555.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -345580.375000 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -345580.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -345601.437500 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -345601.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -345627.906250 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -345627.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -345648.000000 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -345648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -345668.531250 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -345668.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -345692.656250 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -345692.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -345716.031250 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -345716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -345735.500000 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -345735.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -345749.156250 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -345749.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -345760.562500 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -345760.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -345773.437500 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -345773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -345782.812500 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -345782.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -345790.687500 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -345790.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -345796.125000 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -345796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -345799.281250 Penalty: 4038.607666
	Iteration 24Q: 3 clusters Score -345799.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -345803.062500 Penalty: 4038.607666
	Iteration 25Q: 3 clusters Score -345803.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -345808.906250 Penalty: 4038.607666
	Iteration 26Q: 3 clusters Score -345808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -345816.281250 Penalty: 4038.607666
	Iteration 27Q: 3 clusters Score -345816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -345824.343750 Penalty: 4038.607666
	Iteration 28Q: 3 clusters Score -345824.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -345835.281250 Penalty: 4038.607666
	Iteration 29Q: 3 clusters Score -345835.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -345846.843750 Penalty: 4038.607666
	Iteration 30Q: 3 clusters Score -345846.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -345856.968750 Penalty: 4038.607666
	Iteration 31Q: 3 clusters Score -345857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -345870.968750 Penalty: 4038.607666
	Iteration 32Q: 3 clusters Score -345871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -345884.093750 Penalty: 4038.607666
	Iteration 33Q: 3 clusters Score -345884.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -345891.000000 Penalty: 4038.607666
	Iteration 34Q: 3 clusters Score -345891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -345897.593750 Penalty: 4038.607666
	Iteration 35Q: 3 clusters Score -345897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -345901.093750 Penalty: 4038.607666
	Iteration 36Q: 3 clusters Score -345901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -345904.187500 Penalty: 4038.607666
	Iteration 37Q: 3 clusters Score -345904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -345909.062500 Penalty: 4038.607666
	Iteration 38Q: 3 clusters Score -345909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -345911.531250 Penalty: 4038.607666
	Iteration 39Q: 3 clusters Score -345911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -345913.937500 Penalty: 4038.607666
	Iteration 40F: 3 clusters Score -345913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345918.156250 Penalty: 4038.607666
	Iteration 41Q: 3 clusters Score -345918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -345918.906250 Penalty: 4038.607666
	Iteration 42Q: 3 clusters Score -345918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -345919.687500 Penalty: 4038.607666
	Iteration 43Q: 3 clusters Score -345919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -345921.250000 Penalty: 4038.607666
	Iteration 44Q: 3 clusters Score -345921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -345922.031250 Penalty: 4038.607666
	Iteration 45Q: 3 clusters Score -345922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -345922.968750 Penalty: 4038.607666
	Iteration 46Q: 3 clusters Score -345923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -345923.281250 Penalty: 4038.607666
	Iteration 47Q: 3 clusters Score -345923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -345923.781250 Penalty: 4038.607666
	Iteration 48Q: 3 clusters Score -345923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -345924.312500 Penalty: 4038.607666
	Iteration 49Q: 3 clusters Score -345924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -345924.500000 Penalty: 4038.607666
	Iteration 50Q: 3 clusters Score -345924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -345925.312500 Penalty: 4038.607666
	Iteration 51Q: 3 clusters Score -345925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -345926.562500 Penalty: 4038.607666
	Iteration 52Q: 3 clusters Score -345926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -345929.031250 Penalty: 4038.607666
	Iteration 53Q: 3 clusters Score -345929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -345931.531250 Penalty: 4038.607666
	Iteration 54Q: 3 clusters Score -345931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -345935.718750 Penalty: 4038.607666
	Iteration 55Q: 3 clusters Score -345935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -345938.625000 Penalty: 4038.607666
	Iteration 56Q: 3 clusters Score -345938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -345939.375000 Penalty: 4038.607666
	Iteration 57Q: 3 clusters Score -345939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -345940.593750 Penalty: 4038.607666
	Iteration 58Q: 3 clusters Score -345940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -345940.968750 Penalty: 4038.607666
	Iteration 59Q: 3 clusters Score -345941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -345944.031250 Penalty: 4038.607666
	Iteration 60F: 3 clusters Score -345944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -345946.656250 Penalty: 4038.607666
	Iteration 61Q: 3 clusters Score -345946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -345948.656250 Penalty: 4038.607666
	Iteration 62Q: 3 clusters Score -345948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -345952.281250 Penalty: 4038.607666
	Iteration 63Q: 3 clusters Score -345952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -345956.062500 Penalty: 4038.607666
	Iteration 64Q: 3 clusters Score -345956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -345958.250000 Penalty: 4038.607666
	Iteration 65Q: 3 clusters Score -345958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -345962.968750 Penalty: 4038.607666
	Iteration 66Q: 3 clusters Score -345963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -345965.437500 Penalty: 4038.607666
	Iteration 67Q: 3 clusters Score -345965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -345969.281250 Penalty: 4038.607666
	Iteration 68Q: 3 clusters Score -345969.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -345974.812500 Penalty: 4038.607666
	Iteration 69Q: 3 clusters Score -345974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -345979.906250 Penalty: 4038.607666
	Iteration 70Q: 3 clusters Score -345979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -345983.000000 Penalty: 4038.607666
	Iteration 71Q: 3 clusters Score -345983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -345985.625000 Penalty: 4038.607666
	Iteration 72Q: 3 clusters Score -345985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -345987.250000 Penalty: 4038.607666
	Iteration 73Q: 3 clusters Score -345987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -345987.218750 Penalty: 4038.607666
	Iteration 74Q: 3 clusters Score -345987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -345988.906250 Penalty: 4038.607666
	Iteration 75Q: 3 clusters Score -345988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -345989.875000 Penalty: 4038.607666
	Iteration 76Q: 3 clusters Score -345989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -345992.250000 Penalty: 4038.607666
	Iteration 77Q: 3 clusters Score -345992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -345993.562500 Penalty: 4038.607666
	Iteration 78Q: 3 clusters Score -345993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -345995.031250 Penalty: 4038.607666
	Iteration 79Q: 3 clusters Score -345995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -345995.031250 Penalty: 4038.607666
	Iteration 80F: 3 clusters Score -345995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -125895.640625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -125895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -123716.546875 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -123716.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -124045.539062 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -124045.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124130.859375 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -124130.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124183.390625 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -124183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -124222.507812 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -124222.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -124241.664062 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -124241.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -124258.289062 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -124258.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124268.976562 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -124269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124276.656250 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -124276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124279.960938 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -124280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124280.945312 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -124280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124280.945312 Penalty: 3567.322266
	Iteration 11F: 3 clusters Score -124280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Entering Unmasked Estep 
Score: -818150.125000 Penalty: 2255.431152
	Iteration 0F: 2 clusters Score -818150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -811099.187500 Penalty: 4510.862305
	Iteration 0F: 3 clusters Score -811099.2 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -813192.062500 Penalty: 4510.862305
	Iteration 1F: 3 clusters Score -813192.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -813593.437500 Penalty: 4510.862305
	Iteration 2F: 3 clusters Score -813593.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -813924.875000 Penalty: 4510.862305
	Iteration 3F: 3 clusters Score -813924.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -814184.625000 Penalty: 4510.862305
	Iteration 4F: 3 clusters Score -814184.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -814406.562500 Penalty: 4510.862305
	Iteration 5Q: 3 clusters Score -814406.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -814644.875000 Penalty: 4510.862305
	Iteration 6Q: 3 clusters Score -814644.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -814884.062500 Penalty: 4510.862305
	Iteration 7Q: 3 clusters Score -814884.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -815137.375000 Penalty: 4510.862305
	Iteration 8Q: 3 clusters Score -815137.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -815376.500000 Penalty: 4510.862305
	Iteration 9Q: 3 clusters Score -815376.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -815571.375000 Penalty: 4510.862305
	Iteration 10Q: 3 clusters Score -815571.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -815708.562500 Penalty: 4510.862305
	Iteration 11Q: 3 clusters Score -815708.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -815814.000000 Penalty: 4510.862305
	Iteration 12Q: 3 clusters Score -815814 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -815920.375000 Penalty: 4510.862305
	Iteration 13Q: 3 clusters Score -815920.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -816020.812500 Penalty: 4510.862305
	Iteration 14Q: 3 clusters Score -816020.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -816101.625000 Penalty: 4510.862305
	Iteration 15Q: 3 clusters Score -816101.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -816165.500000 Penalty: 4510.862305
	Iteration 16Q: 3 clusters Score -816165.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -816241.125000 Penalty: 4510.862305
	Iteration 17Q: 3 clusters Score -816241.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -816295.250000 Penalty: 4510.862305
	Iteration 18Q: 3 clusters Score -816295.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -816345.812500 Penalty: 4510.862305
	Iteration 19Q: 3 clusters Score -816345.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -816394.437500 Penalty: 4510.862305
	Iteration 20F: 3 clusters Score -816394.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -816430.375000 Penalty: 4510.862305
	Iteration 21Q: 3 clusters Score -816430.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -816459.562500 Penalty: 4510.862305
	Iteration 22Q: 3 clusters Score -816459.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -816478.500000 Penalty: 4510.862305
	Iteration 23Q: 3 clusters Score -816478.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -816501.312500 Penalty: 4510.862305
	Iteration 24Q: 3 clusters Score -816501.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -816518.312500 Penalty: 4510.862305
	Iteration 25Q: 3 clusters Score -816518.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -816533.687500 Penalty: 4510.862305
	Iteration 26Q: 3 clusters Score -816533.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -816549.937500 Penalty: 4510.862305
	Iteration 27Q: 3 clusters Score -816549.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -816563.750000 Penalty: 4510.862305
	Iteration 28Q: 3 clusters Score -816563.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -816573.437500 Penalty: 4510.862305
	Iteration 29Q: 3 clusters Score -816573.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -816589.062500 Penalty: 4510.862305
	Iteration 30Q: 3 clusters Score -816589.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -816598.750000 Penalty: 4510.862305
	Iteration 31Q: 3 clusters Score -816598.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -816610.937500 Penalty: 4510.862305
	Iteration 32Q: 3 clusters Score -816610.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -816622.312500 Penalty: 4510.862305
	Iteration 33Q: 3 clusters Score -816622.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -816634.875000 Penalty: 4510.862305
	Iteration 34Q: 3 clusters Score -816634.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -816642.375000 Penalty: 4510.862305
	Iteration 35Q: 3 clusters Score -816642.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -816645.687500 Penalty: 4510.862305
	Iteration 36Q: 3 clusters Score -816645.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -816650.750000 Penalty: 4510.862305
	Iteration 37Q: 3 clusters Score -816650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -816654.375000 Penalty: 4510.862305
	Iteration 38Q: 3 clusters Score -816654.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -816658.875000 Penalty: 4510.862305
	Iteration 39Q: 3 clusters Score -816658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -816663.562500 Penalty: 4510.862305
	Iteration 40F: 3 clusters Score -816663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -816668.312500 Penalty: 4510.862305
	Iteration 41Q: 3 clusters Score -816668.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -816674.937500 Penalty: 4510.862305
	Iteration 42Q: 3 clusters Score -816674.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -816679.875000 Penalty: 4510.862305
	Iteration 43Q: 3 clusters Score -816679.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -816692.062500 Penalty: 4510.862305
	Iteration 44Q: 3 clusters Score -816692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -816696.500000 Penalty: 4510.862305
	Iteration 45Q: 3 clusters Score -816696.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -816703.187500 Penalty: 4510.862305
	Iteration 46Q: 3 clusters Score -816703.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -816710.000000 Penalty: 4510.862305
	Iteration 47Q: 3 clusters Score -816710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -816716.812500 Penalty: 4510.862305
	Iteration 48Q: 3 clusters Score -816716.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -816727.687500 Penalty: 4510.862305
	Iteration 49Q: 3 clusters Score -816727.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -816736.687500 Penalty: 4510.862305
	Iteration 50Q: 3 clusters Score -816736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -816745.937500 Penalty: 4510.862305
	Iteration 51Q: 3 clusters Score -816745.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -816757.000000 Penalty: 4510.862305
	Iteration 52Q: 3 clusters Score -816757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -816767.937500 Penalty: 4510.862305
	Iteration 53Q: 3 clusters Score -816767.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -816778.375000 Penalty: 4510.862305
	Iteration 54Q: 3 clusters Score -816778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -816795.937500 Penalty: 4510.862305
	Iteration 55Q: 3 clusters Score -816795.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -816810.437500 Penalty: 4510.862305
	Iteration 56Q: 3 clusters Score -816810.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -816829.250000 Penalty: 4510.862305
	Iteration 57Q: 3 clusters Score -816829.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -816840.000000 Penalty: 4510.862305
	Iteration 58Q: 3 clusters Score -816840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -816850.687500 Penalty: 4510.862305
	Iteration 59Q: 3 clusters Score -816850.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -816858.375000 Penalty: 4510.862305
	Iteration 60F: 3 clusters Score -816858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -816862.875000 Penalty: 4510.862305
	Iteration 61Q: 3 clusters Score -816862.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -816872.000000 Penalty: 4510.862305
	Iteration 62Q: 3 clusters Score -816872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -816878.500000 Penalty: 4510.862305
	Iteration 63Q: 3 clusters Score -816878.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -816884.562500 Penalty: 4510.862305
	Iteration 64Q: 3 clusters Score -816884.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -816889.187500 Penalty: 4510.862305
	Iteration 65Q: 3 clusters Score -816889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -816894.187500 Penalty: 4510.862305
	Iteration 66Q: 3 clusters Score -816894.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -816900.437500 Penalty: 4510.862305
	Iteration 67Q: 3 clusters Score -816900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -816904.875000 Penalty: 4510.862305
	Iteration 68Q: 3 clusters Score -816904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -816907.312500 Penalty: 4510.862305
	Iteration 69Q: 3 clusters Score -816907.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -816910.312500 Penalty: 4510.862305
	Iteration 70Q: 3 clusters Score -816910.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -816913.562500 Penalty: 4510.862305
	Iteration 71Q: 3 clusters Score -816913.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -816918.500000 Penalty: 4510.862305
	Iteration 72Q: 3 clusters Score -816918.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -816920.812500 Penalty: 4510.862305
	Iteration 73Q: 3 clusters Score -816920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -816921.750000 Penalty: 4510.862305
	Iteration 74Q: 3 clusters Score -816921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -816924.875000 Penalty: 4510.862305
	Iteration 75Q: 3 clusters Score -816924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -816926.250000 Penalty: 4510.862305
	Iteration 76Q: 3 clusters Score -816926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -816930.625000 Penalty: 4510.862305
	Iteration 77Q: 3 clusters Score -816930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -816934.812500 Penalty: 4510.862305
	Iteration 78Q: 3 clusters Score -816934.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -816940.875000 Penalty: 4510.862305
	Iteration 79Q: 3 clusters Score -816940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -816945.875000 Penalty: 4510.862305
	Iteration 80F: 3 clusters Score -816945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -816948.250000 Penalty: 4510.862305
	Iteration 81Q: 3 clusters Score -816948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -816952.250000 Penalty: 4510.862305
	Iteration 82Q: 3 clusters Score -816952.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -816956.312500 Penalty: 4510.862305
	Iteration 83Q: 3 clusters Score -816956.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -816965.375000 Penalty: 4510.862305
	Iteration 84Q: 3 clusters Score -816965.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -816967.750000 Penalty: 4510.862305
	Iteration 85Q: 3 clusters Score -816967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -816974.312500 Penalty: 4510.862305
	Iteration 86Q: 3 clusters Score -816974.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -816978.000000 Penalty: 4510.862305
	Iteration 87Q: 3 clusters Score -816978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -816985.562500 Penalty: 4510.862305
	Iteration 88Q: 3 clusters Score -816985.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -816992.562500 Penalty: 4510.862305
	Iteration 89Q: 3 clusters Score -816992.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -817002.250000 Penalty: 4510.862305
	Iteration 90Q: 3 clusters Score -817002.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -817009.562500 Penalty: 4510.862305
	Iteration 91Q: 3 clusters Score -817009.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -817023.375000 Penalty: 4510.862305
	Iteration 92Q: 3 clusters Score -817023.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -817038.125000 Penalty: 4510.862305
	Iteration 93Q: 3 clusters Score -817038.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -817055.562500 Penalty: 4510.862305
	Iteration 94Q: 3 clusters Score -817055.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -817069.937500 Penalty: 4510.862305
	Iteration 95Q: 3 clusters Score -817069.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -817083.250000 Penalty: 4510.862305
	Iteration 96Q: 3 clusters Score -817083.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -817094.250000 Penalty: 4510.862305
	Iteration 97Q: 3 clusters Score -817094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -817109.000000 Penalty: 4510.862305
	Iteration 98Q: 3 clusters Score -817109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -817122.500000 Penalty: 4510.862305
	Iteration 99Q: 3 clusters Score -817122.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -817137.437500 Penalty: 4510.862305
	Iteration 100F: 3 clusters Score -817137.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -817163.250000 Penalty: 4510.862305
	Iteration 101Q: 3 clusters Score -817163.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -817196.625000 Penalty: 4510.862305
	Iteration 102Q: 3 clusters Score -817196.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -817235.562500 Penalty: 4510.862305
	Iteration 103Q: 3 clusters Score -817235.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -817263.000000 Penalty: 4510.862305
	Iteration 104Q: 3 clusters Score -817263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -817289.187500 Penalty: 4510.862305
	Iteration 105Q: 3 clusters Score -817289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -817303.937500 Penalty: 4510.862305
	Iteration 106Q: 3 clusters Score -817303.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -817314.312500 Penalty: 4510.862305
	Iteration 107Q: 3 clusters Score -817314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -817322.562500 Penalty: 4510.862305
	Iteration 108Q: 3 clusters Score -817322.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -817334.312500 Penalty: 4510.862305
	Iteration 109Q: 3 clusters Score -817334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -817339.000000 Penalty: 4510.862305
	Iteration 110Q: 3 clusters Score -817339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -817347.250000 Penalty: 4510.862305
	Iteration 111Q: 3 clusters Score -817347.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -817355.062500 Penalty: 4510.862305
	Iteration 112Q: 3 clusters Score -817355.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -817362.500000 Penalty: 4510.862305
	Iteration 113Q: 3 clusters Score -817362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -817374.062500 Penalty: 4510.862305
	Iteration 114Q: 3 clusters Score -817374.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -817379.312500 Penalty: 4510.862305
	Iteration 115Q: 3 clusters Score -817379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -817387.812500 Penalty: 4510.862305
	Iteration 116Q: 3 clusters Score -817387.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -817394.187500 Penalty: 4510.862305
	Iteration 117Q: 3 clusters Score -817394.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -817400.062500 Penalty: 4510.862305
	Iteration 118Q: 3 clusters Score -817400.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -817402.437500 Penalty: 4510.862305
	Iteration 119Q: 3 clusters Score -817402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -817405.187500 Penalty: 4510.862305
	Iteration 120F: 3 clusters Score -817405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -817408.625000 Penalty: 4510.862305
	Iteration 121Q: 3 clusters Score -817408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -817409.562500 Penalty: 4510.862305
	Iteration 122Q: 3 clusters Score -817409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -817410.000000 Penalty: 4510.862305
	Iteration 123Q: 3 clusters Score -817410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -817410.000000 Penalty: 4510.862305
	Iteration 124F: 3 clusters Score -817410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (98737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Entering Unmasked Estep 
Score: -9600817.000000 Penalty: 2852.053223
	Iteration 0F: 2 clusters Score -9600817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -9534683.000000 Penalty: 5704.106445
	Iteration 0F: 3 clusters Score -9534683 nChanged 46566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -9561907.000000 Penalty: 5704.106445
	Iteration 1F: 3 clusters Score -9561907 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -9564119.000000 Penalty: 5704.106445
	Iteration 2Q: 3 clusters Score -9564119 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -9567468.000000 Penalty: 5704.106445
	Iteration 3F: 3 clusters Score -9567468 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -9571965.000000 Penalty: 5704.106445
	Iteration 4F: 3 clusters Score -9571965 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -9576626.000000 Penalty: 5704.106445
	Iteration 5F: 3 clusters Score -9576626 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -9580778.000000 Penalty: 5704.106445
	Iteration 6F: 3 clusters Score -9580778 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -9583882.000000 Penalty: 5704.106445
	Iteration 7F: 3 clusters Score -9583882 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -9586165.000000 Penalty: 5704.106445
	Iteration 8Q: 3 clusters Score -9586165 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -9588125.000000 Penalty: 5704.106445
	Iteration 9Q: 3 clusters Score -9588125 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -9589925.000000 Penalty: 5704.106445
	Iteration 10Q: 3 clusters Score -9589925 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -9591393.000000 Penalty: 5704.106445
	Iteration 11Q: 3 clusters Score -9591393 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -9592552.000000 Penalty: 5704.106445
	Iteration 12Q: 3 clusters Score -9592552 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -9593587.000000 Penalty: 5704.106445
	Iteration 13Q: 3 clusters Score -9593587 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -9594508.000000 Penalty: 5704.106445
	Iteration 14Q: 3 clusters Score -9594508 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -9595289.000000 Penalty: 5704.106445
	Iteration 15Q: 3 clusters Score -9595289 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -9595917.000000 Penalty: 5704.106445
	Iteration 16Q: 3 clusters Score -9595917 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9596353.000000 Penalty: 5704.106445
	Iteration 17Q: 3 clusters Score -9596353 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -9596751.000000 Penalty: 5704.106445
	Iteration 18Q: 3 clusters Score -9596751 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9597111.000000 Penalty: 5704.106445
	Iteration 19Q: 3 clusters Score -9597111 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9597416.000000 Penalty: 5704.106445
	Iteration 20F: 3 clusters Score -9597416 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9597681.000000 Penalty: 5704.106445
	Iteration 21Q: 3 clusters Score -9597681 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9597860.000000 Penalty: 5704.106445
	Iteration 22Q: 3 clusters Score -9597860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9598003.000000 Penalty: 5704.106445
	Iteration 23Q: 3 clusters Score -9598003 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9598074.000000 Penalty: 5704.106445
	Iteration 24Q: 3 clusters Score -9598074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97341 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9598139.000000 Penalty: 5704.106445
	Iteration 25Q: 3 clusters Score -9598139 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9598191.000000 Penalty: 5704.106445
	Iteration 26Q: 3 clusters Score -9598191 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9598238.000000 Penalty: 5704.106445
	Iteration 27Q: 3 clusters Score -9598238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9598262.000000 Penalty: 5704.106445
	Iteration 28Q: 3 clusters Score -9598262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97663 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9598282.000000 Penalty: 5704.106445
	Iteration 29Q: 3 clusters Score -9598282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9598317.000000 Penalty: 5704.106445
	Iteration 30Q: 3 clusters Score -9598317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9598341.000000 Penalty: 5704.106445
	Iteration 31Q: 3 clusters Score -9598341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9598347.000000 Penalty: 5704.106445
	Iteration 32Q: 3 clusters Score -9598347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9598374.000000 Penalty: 5704.106445
	Iteration 33Q: 3 clusters Score -9598374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9598387.000000 Penalty: 5704.106445
	Iteration 34Q: 3 clusters Score -9598387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9598381.000000 Penalty: 5704.106445
	Iteration 35Q: 3 clusters Score -9598381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9598387.000000 Penalty: 5704.106445
	Iteration 36Q: 3 clusters Score -9598387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9598391.000000 Penalty: 5704.106445
	Iteration 37Q: 3 clusters Score -9598391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9598399.000000 Penalty: 5704.106445
	Iteration 38Q: 3 clusters Score -9598399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9598402.000000 Penalty: 5704.106445
	Iteration 39Q: 3 clusters Score -9598402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9598401.000000 Penalty: 5704.106445
	Iteration 40F: 3 clusters Score -9598401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9598400.000000 Penalty: 5704.106445
	Iteration 41Q: 3 clusters Score -9598400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9598405.000000 Penalty: 5704.106445
	Iteration 42Q: 3 clusters Score -9598405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9598403.000000 Penalty: 5704.106445
	Iteration 43Q: 3 clusters Score -9598403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9598407.000000 Penalty: 5704.106445
	Iteration 44Q: 3 clusters Score -9598407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9598408.000000 Penalty: 5704.106445
	Iteration 45Q: 3 clusters Score -9598408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9598407.000000 Penalty: 5704.106445
	Iteration 46Q: 3 clusters Score -9598407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9598408.000000 Penalty: 5704.106445
	Iteration 47Q: 3 clusters Score -9598408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9598408.000000 Penalty: 5704.106445
	Iteration 48F: 3 clusters Score -9598408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -401639.406250 Penalty: 2056.427734
	Iteration 0F: 2 clusters Score -401639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -397726.875000 Penalty: 4112.855469
	Iteration 0F: 3 clusters Score -397726.9 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -398621.937500 Penalty: 4112.855469
	Iteration 1F: 3 clusters Score -398621.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -398838.781250 Penalty: 4112.855469
	Iteration 2F: 3 clusters Score -398838.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -398978.093750 Penalty: 4112.855469
	Iteration 3F: 3 clusters Score -398978.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -399120.375000 Penalty: 4112.855469
	Iteration 4Q: 3 clusters Score -399120.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -399284.593750 Penalty: 4112.855469
	Iteration 5Q: 3 clusters Score -399284.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -399467.031250 Penalty: 4112.855469
	Iteration 6Q: 3 clusters Score -399467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -399699.343750 Penalty: 4112.855469
	Iteration 7Q: 3 clusters Score -399699.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -399994.031250 Penalty: 4112.855469
	Iteration 8Q: 3 clusters Score -399994 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -400342.812500 Penalty: 4112.855469
	Iteration 9F: 3 clusters Score -400342.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -400596.218750 Penalty: 4112.855469
	Iteration 10F: 3 clusters Score -400596.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -400835.625000 Penalty: 4112.855469
	Iteration 11F: 3 clusters Score -400835.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -401097.593750 Penalty: 4112.855469
	Iteration 12F: 3 clusters Score -401097.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -401334.500000 Penalty: 4112.855469
	Iteration 13Q: 3 clusters Score -401334.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -401530.093750 Penalty: 4112.855469
	Iteration 14Q: 3 clusters Score -401530.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -401666.718750 Penalty: 4112.855469
	Iteration 15Q: 3 clusters Score -401666.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -401790.562500 Penalty: 4112.855469
	Iteration 16Q: 3 clusters Score -401790.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -401904.125000 Penalty: 4112.855469
	Iteration 17Q: 3 clusters Score -401904.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -401984.843750 Penalty: 4112.855469
	Iteration 18Q: 3 clusters Score -401984.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -402034.281250 Penalty: 4112.855469
	Iteration 19Q: 3 clusters Score -402034.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -402046.906250 Penalty: 4112.855469
	Iteration 20F: 3 clusters Score -402046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -402054.750000 Penalty: 4112.855469
	Iteration 21Q: 3 clusters Score -402054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402058.906250 Penalty: 4112.855469
	Iteration 22Q: 3 clusters Score -402058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -402060.000000 Penalty: 4112.855469
	Iteration 23Q: 3 clusters Score -402060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -402060.000000 Penalty: 4112.855469
	Iteration 24F: 3 clusters Score -402060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10591 members 
Mstep: Class 43 contains 1118 members 
Entering Unmasked Estep 
Score: -58957820.000000 Penalty: 142338.593750
Splitting cluster 30 changes total score from -58958576.000000 to -58957820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (22289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Entering Unmasked Estep 
Score: -2291060.250000 Penalty: 2482.938477
	Iteration 0F: 2 clusters Score -2291060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2275428.250000 Penalty: 4965.876953
	Iteration 0F: 3 clusters Score -2275428 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2280952.250000 Penalty: 4965.876953
	Iteration 1F: 3 clusters Score -2280952 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2281650.000000 Penalty: 4965.876953
	Iteration 2F: 3 clusters Score -2281650 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2282579.750000 Penalty: 4965.876953
	Iteration 3F: 3 clusters Score -2282580 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2283770.250000 Penalty: 4965.876953
	Iteration 4F: 3 clusters Score -2283770 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2285174.750000 Penalty: 4965.876953
	Iteration 5F: 3 clusters Score -2285175 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2286460.500000 Penalty: 4965.876953
	Iteration 6F: 3 clusters Score -2286460 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2287398.750000 Penalty: 4965.876953
	Iteration 7F: 3 clusters Score -2287399 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2287951.750000 Penalty: 4965.876953
	Iteration 8Q: 3 clusters Score -2287952 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2288253.250000 Penalty: 4965.876953
	Iteration 9Q: 3 clusters Score -2288253 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2288434.500000 Penalty: 4965.876953
	Iteration 10Q: 3 clusters Score -2288434 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2288575.750000 Penalty: 4965.876953
	Iteration 11Q: 3 clusters Score -2288576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2288661.000000 Penalty: 4965.876953
	Iteration 12Q: 3 clusters Score -2288661 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2288741.750000 Penalty: 4965.876953
	Iteration 13Q: 3 clusters Score -2288742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2288792.500000 Penalty: 4965.876953
	Iteration 14Q: 3 clusters Score -2288792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2288831.500000 Penalty: 4965.876953
	Iteration 15Q: 3 clusters Score -2288832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2288866.750000 Penalty: 4965.876953
	Iteration 16Q: 3 clusters Score -2288867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2288909.250000 Penalty: 4965.876953
	Iteration 17Q: 3 clusters Score -2288909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2288936.750000 Penalty: 4965.876953
	Iteration 18Q: 3 clusters Score -2288937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2288969.750000 Penalty: 4965.876953
	Iteration 19Q: 3 clusters Score -2288970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2288983.500000 Penalty: 4965.876953
	Iteration 20F: 3 clusters Score -2288984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2289003.250000 Penalty: 4965.876953
	Iteration 21Q: 3 clusters Score -2289003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2289038.750000 Penalty: 4965.876953
	Iteration 22Q: 3 clusters Score -2289039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2289054.000000 Penalty: 4965.876953
	Iteration 23Q: 3 clusters Score -2289054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2289068.750000 Penalty: 4965.876953
	Iteration 24Q: 3 clusters Score -2289069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2289078.750000 Penalty: 4965.876953
	Iteration 25Q: 3 clusters Score -2289079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2289096.250000 Penalty: 4965.876953
	Iteration 26Q: 3 clusters Score -2289096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2289098.000000 Penalty: 4965.876953
	Iteration 27Q: 3 clusters Score -2289098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2289099.750000 Penalty: 4965.876953
	Iteration 28Q: 3 clusters Score -2289100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2289101.250000 Penalty: 4965.876953
	Iteration 29Q: 3 clusters Score -2289101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2289106.000000 Penalty: 4965.876953
	Iteration 30Q: 3 clusters Score -2289106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2289107.000000 Penalty: 4965.876953
	Iteration 31Q: 3 clusters Score -2289107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2289109.250000 Penalty: 4965.876953
	Iteration 32Q: 3 clusters Score -2289109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2289109.500000 Penalty: 4965.876953
	Iteration 33Q: 3 clusters Score -2289110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2289109.500000 Penalty: 4965.876953
	Iteration 34F: 3 clusters Score -2289110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -554996.875000 Penalty: 2158.140137
	Iteration 0F: 2 clusters Score -554996.9 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 3013 members 
Entering Unmasked Estep 
Score: -549816.250000 Penalty: 4316.280273
	Iteration 0F: 3 clusters Score -549816.2 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -551155.062500 Penalty: 4316.280273
	Iteration 1F: 3 clusters Score -551155.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -551492.687500 Penalty: 4316.280273
	Iteration 2F: 3 clusters Score -551492.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -551719.250000 Penalty: 4316.280273
	Iteration 3F: 3 clusters Score -551719.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -551880.312500 Penalty: 4316.280273
	Iteration 4Q: 3 clusters Score -551880.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -552021.062500 Penalty: 4316.280273
	Iteration 5Q: 3 clusters Score -552021.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -552163.625000 Penalty: 4316.280273
	Iteration 6Q: 3 clusters Score -552163.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -552301.062500 Penalty: 4316.280273
	Iteration 7Q: 3 clusters Score -552301.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -552438.437500 Penalty: 4316.280273
	Iteration 8Q: 3 clusters Score -552438.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -552561.750000 Penalty: 4316.280273
	Iteration 9Q: 3 clusters Score -552561.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -552677.750000 Penalty: 4316.280273
	Iteration 10Q: 3 clusters Score -552677.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -552789.687500 Penalty: 4316.280273
	Iteration 11Q: 3 clusters Score -552789.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -552914.187500 Penalty: 4316.280273
	Iteration 12Q: 3 clusters Score -552914.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -553029.625000 Penalty: 4316.280273
	Iteration 13Q: 3 clusters Score -553029.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -553112.312500 Penalty: 4316.280273
	Iteration 14Q: 3 clusters Score -553112.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -553201.187500 Penalty: 4316.280273
	Iteration 15Q: 3 clusters Score -553201.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -553285.687500 Penalty: 4316.280273
	Iteration 16Q: 3 clusters Score -553285.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -553380.812500 Penalty: 4316.280273
	Iteration 17Q: 3 clusters Score -553380.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -553508.187500 Penalty: 4316.280273
	Iteration 18Q: 3 clusters Score -553508.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -553647.625000 Penalty: 4316.280273
	Iteration 19Q: 3 clusters Score -553647.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -553817.750000 Penalty: 4316.280273
	Iteration 20F: 3 clusters Score -553817.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -553991.687500 Penalty: 4316.280273
	Iteration 21Q: 3 clusters Score -553991.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -554136.875000 Penalty: 4316.280273
	Iteration 22Q: 3 clusters Score -554136.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -554224.375000 Penalty: 4316.280273
	Iteration 23Q: 3 clusters Score -554224.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -554278.687500 Penalty: 4316.280273
	Iteration 24Q: 3 clusters Score -554278.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -554315.437500 Penalty: 4316.280273
	Iteration 25Q: 3 clusters Score -554315.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -554348.812500 Penalty: 4316.280273
	Iteration 26Q: 3 clusters Score -554348.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -554377.250000 Penalty: 4316.280273
	Iteration 27Q: 3 clusters Score -554377.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -554402.250000 Penalty: 4316.280273
	Iteration 28Q: 3 clusters Score -554402.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -554420.875000 Penalty: 4316.280273
	Iteration 29Q: 3 clusters Score -554420.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -554435.750000 Penalty: 4316.280273
	Iteration 30Q: 3 clusters Score -554435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -554441.937500 Penalty: 4316.280273
	Iteration 31Q: 3 clusters Score -554441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -554447.500000 Penalty: 4316.280273
	Iteration 32Q: 3 clusters Score -554447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -554452.312500 Penalty: 4316.280273
	Iteration 33Q: 3 clusters Score -554452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -554459.000000 Penalty: 4316.280273
	Iteration 34Q: 3 clusters Score -554459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -554462.812500 Penalty: 4316.280273
	Iteration 35Q: 3 clusters Score -554462.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -554468.312500 Penalty: 4316.280273
	Iteration 36Q: 3 clusters Score -554468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -554470.625000 Penalty: 4316.280273
	Iteration 37Q: 3 clusters Score -554470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -554475.812500 Penalty: 4316.280273
	Iteration 38Q: 3 clusters Score -554475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -554479.812500 Penalty: 4316.280273
	Iteration 39Q: 3 clusters Score -554479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -554483.125000 Penalty: 4316.280273
	Iteration 40F: 3 clusters Score -554483.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -554486.437500 Penalty: 4316.280273
	Iteration 41Q: 3 clusters Score -554486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -554484.562500 Penalty: 4316.280273
	Iteration 42Q: 3 clusters Score -554484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -554486.125000 Penalty: 4316.280273
	Iteration 43Q: 3 clusters Score -554486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -554486.937500 Penalty: 4316.280273
	Iteration 44Q: 3 clusters Score -554486.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -554486.937500 Penalty: 4316.280273
	Iteration 45F: 3 clusters Score -554486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -560671.437500 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -560671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555765.875000 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -555765.9 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -556983.625000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -556983.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -557251.625000 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -557251.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -557423.187500 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -557423.2 nChanged 236
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: -557541.375000 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -557541.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -557619.125000 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -557619.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -557676.750000 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -557676.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -557721.062500 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -557721.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -557752.312500 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -557752.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -557783.000000 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -557783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -557810.062500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -557810.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -557830.187500 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -557830.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -557845.187500 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -557845.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -557863.687500 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -557863.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -557883.437500 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -557883.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -557904.875000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -557904.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -557930.062500 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -557930.1 nChanged 59
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: -557947.750000 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -557947.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -557962.062500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -557962.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -557979.125000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -557979.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -558000.750000 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -558000.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -558024.375000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -558024.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -558060.000000 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -558060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -558104.562500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -558104.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -558155.750000 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -558155.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -558221.062500 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -558221.1 nChanged 121
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: -558285.437500 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -558285.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -558332.937500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -558332.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -558386.937500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -558386.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -558443.625000 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -558443.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -558496.875000 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -558496.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -558532.562500 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -558532.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -558558.625000 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -558558.6 nChanged 62
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: -558592.000000 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -558592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -558627.187500 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -558627.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -558667.312500 Penalty: 4276.558105
	Iteration 35Q: 3 clusters Score -558667.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -558693.312500 Penalty: 4276.558105
	Iteration 36Q: 3 clusters Score -558693.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -558715.812500 Penalty: 4276.558105
	Iteration 37Q: 3 clusters Score -558715.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -558741.562500 Penalty: 4276.558105
	Iteration 38Q: 3 clusters Score -558741.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -558761.250000 Penalty: 4276.558105
	Iteration 39Q: 3 clusters Score -558761.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -558775.500000 Penalty: 4276.558105
	Iteration 40F: 3 clusters Score -558775.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -558786.750000 Penalty: 4276.558105
	Iteration 41Q: 3 clusters Score -558786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -558796.000000 Penalty: 4276.558105
	Iteration 42Q: 3 clusters Score -558796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -558804.187500 Penalty: 4276.558105
	Iteration 43Q: 3 clusters Score -558804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -558809.812500 Penalty: 4276.558105
	Iteration 44Q: 3 clusters Score -558809.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -558818.375000 Penalty: 4276.558105
	Iteration 45Q: 3 clusters Score -558818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -558823.125000 Penalty: 4276.558105
	Iteration 46Q: 3 clusters Score -558823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -558827.187500 Penalty: 4276.558105
	Iteration 47Q: 3 clusters Score -558827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -558829.500000 Penalty: 4276.558105
	Iteration 48Q: 3 clusters Score -558829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -558830.625000 Penalty: 4276.558105
	Iteration 49Q: 3 clusters Score -558830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -558831.625000 Penalty: 4276.558105
	Iteration 50Q: 3 clusters Score -558831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -558833.062500 Penalty: 4276.558105
	Iteration 51Q: 3 clusters Score -558833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -558834.125000 Penalty: 4276.558105
	Iteration 52Q: 3 clusters Score -558834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -558835.687500 Penalty: 4276.558105
	Iteration 53Q: 3 clusters Score -558835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -558839.375000 Penalty: 4276.558105
	Iteration 54Q: 3 clusters Score -558839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -558842.812500 Penalty: 4276.558105
	Iteration 55Q: 3 clusters Score -558842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -558848.437500 Penalty: 4276.558105
	Iteration 56Q: 3 clusters Score -558848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -558855.250000 Penalty: 4276.558105
	Iteration 57Q: 3 clusters Score -558855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -558858.687500 Penalty: 4276.558105
	Iteration 58Q: 3 clusters Score -558858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -558861.625000 Penalty: 4276.558105
	Iteration 59Q: 3 clusters Score -558861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -558863.250000 Penalty: 4276.558105
	Iteration 60F: 3 clusters Score -558863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -359287.468750 Penalty: 2054.619629
	Iteration 0F: 2 clusters Score -359287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -355458.843750 Penalty: 4109.239258
	Iteration 0F: 3 clusters Score -355458.8 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -356637.781250 Penalty: 4109.239258
	Iteration 1F: 3 clusters Score -356637.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -357088.031250 Penalty: 4109.239258
	Iteration 2F: 3 clusters Score -357088 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -357347.625000 Penalty: 4109.239258
	Iteration 3F: 3 clusters Score -357347.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -357556.281250 Penalty: 4109.239258
	Iteration 4F: 3 clusters Score -357556.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -357682.125000 Penalty: 4109.239258
	Iteration 5Q: 3 clusters Score -357682.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -357763.500000 Penalty: 4109.239258
	Iteration 6Q: 3 clusters Score -357763.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -357823.812500 Penalty: 4109.239258
	Iteration 7Q: 3 clusters Score -357823.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -357891.156250 Penalty: 4109.239258
	Iteration 8Q: 3 clusters Score -357891.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -357952.000000 Penalty: 4109.239258
	Iteration 9Q: 3 clusters Score -357952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -358001.343750 Penalty: 4109.239258
	Iteration 10Q: 3 clusters Score -358001.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -358032.562500 Penalty: 4109.239258
	Iteration 11Q: 3 clusters Score -358032.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -358052.906250 Penalty: 4109.239258
	Iteration 12Q: 3 clusters Score -358052.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358062.906250 Penalty: 4109.239258
	Iteration 13Q: 3 clusters Score -358062.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -358070.406250 Penalty: 4109.239258
	Iteration 14Q: 3 clusters Score -358070.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -358075.437500 Penalty: 4109.239258
	Iteration 15Q: 3 clusters Score -358075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -358077.531250 Penalty: 4109.239258
	Iteration 16Q: 3 clusters Score -358077.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -358080.062500 Penalty: 4109.239258
	Iteration 17Q: 3 clusters Score -358080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -358082.468750 Penalty: 4109.239258
	Iteration 18Q: 3 clusters Score -358082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -358083.656250 Penalty: 4109.239258
	Iteration 19Q: 3 clusters Score -358083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -358086.156250 Penalty: 4109.239258
	Iteration 20F: 3 clusters Score -358086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -358086.656250 Penalty: 4109.239258
	Iteration 21Q: 3 clusters Score -358086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -358087.968750 Penalty: 4109.239258
	Iteration 22Q: 3 clusters Score -358088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -358089.906250 Penalty: 4109.239258
	Iteration 23Q: 3 clusters Score -358089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358091.312500 Penalty: 4109.239258
	Iteration 24Q: 3 clusters Score -358091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -358093.625000 Penalty: 4109.239258
	Iteration 25Q: 3 clusters Score -358093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -358094.562500 Penalty: 4109.239258
	Iteration 26Q: 3 clusters Score -358094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358096.375000 Penalty: 4109.239258
	Iteration 27Q: 3 clusters Score -358096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358096.250000 Penalty: 4109.239258
	Iteration 28Q: 3 clusters Score -358096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358096.250000 Penalty: 4109.239258
	Iteration 29F: 3 clusters Score -358096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -106509.523438 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -106509.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104391.546875 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -104391.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104740.070312 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -104740.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104871.156250 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -104871.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104948.539062 Penalty: 3516.264404
	Iteration 3Q: 3 clusters Score -104948.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104985.882812 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -104985.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105006.523438 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -105006.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105028.937500 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -105028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105053.429688 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -105053.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105090.546875 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -105090.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105124.062500 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -105124.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105158.437500 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -105158.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105189.031250 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -105189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -105249.570312 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -105249.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105311.359375 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -105311.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -105364.648438 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -105364.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105403.078125 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -105403.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -105443.515625 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -105443.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105472.578125 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -105472.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105502.875000 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -105502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105520.406250 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -105520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105529.367188 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -105529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105537.960938 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -105538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105547.921875 Penalty: 3516.264404
	Iteration 22Q: 3 clusters Score -105547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105550.804688 Penalty: 3516.264404
	Iteration 23Q: 3 clusters Score -105550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105556.179688 Penalty: 3516.264404
	Iteration 24Q: 3 clusters Score -105556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105562.632812 Penalty: 3516.264404
	Iteration 25Q: 3 clusters Score -105562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105564.484375 Penalty: 3516.264404
	Iteration 26Q: 3 clusters Score -105564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105564.484375 Penalty: 3516.264404
	Iteration 27F: 3 clusters Score -105564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -124674.000000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -124674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -122443.351562 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -122443.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122897.484375 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -122897.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -123110.406250 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -123110.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -123231.507812 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -123231.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -123295.851562 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -123295.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -123330.093750 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -123330.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -123371.828125 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -123371.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -123401.328125 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -123401.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -123432.398438 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -123432.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -123457.000000 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -123457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -123474.164062 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -123474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123484.078125 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -123484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -123490.820312 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -123490.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -123500.531250 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -123500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -123504.828125 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -123504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -123506.648438 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -123506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -123508.968750 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -123509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -123509.281250 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -123509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -123509.281250 Penalty: 3612.930908
	Iteration 18F: 3 clusters Score -123509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -641814.437500 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -641814.4 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 3260 members 
Entering Unmasked Estep 
Score: -636472.062500 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -636472.1 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -637846.812500 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -637846.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -638087.312500 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -638087.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -638222.625000 Penalty: 4343.080078
	Iteration 3Q: 3 clusters Score -638222.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -638324.812500 Penalty: 4343.080078
	Iteration 4Q: 3 clusters Score -638324.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -638427.625000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -638427.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -638526.125000 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -638526.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -638601.562500 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -638601.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -638684.875000 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -638684.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -638771.187500 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -638771.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -638864.437500 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -638864.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -638951.812500 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -638951.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -639037.250000 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -639037.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -639105.250000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -639105.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -639168.750000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -639168.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -639244.250000 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -639244.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -639320.875000 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -639320.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -639395.250000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -639395.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -639471.437500 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -639471.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -639536.312500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -639536.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -639591.000000 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -639591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -639627.750000 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -639627.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -639657.437500 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -639657.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -639687.062500 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -639687.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -639723.625000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -639723.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -639758.687500 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -639758.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -639800.062500 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -639800.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -639831.625000 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -639831.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -639850.937500 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -639850.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -639868.750000 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -639868.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -639884.000000 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -639884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -639893.437500 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -639893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -639905.500000 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -639905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -639913.000000 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -639913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -639922.062500 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -639922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -639930.187500 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -639930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -639932.500000 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -639932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -639932.500000 Penalty: 4343.080078
	Iteration 37F: 3 clusters Score -639932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Entering Unmasked Estep 
Score: -993429.437500 Penalty: 2292.959473
	Iteration 0F: 2 clusters Score -993429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -985601.000000 Penalty: 4585.918945
	Iteration 0F: 3 clusters Score -985601 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -987894.562500 Penalty: 4585.918945
	Iteration 1F: 3 clusters Score -987894.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -988233.375000 Penalty: 4585.918945
	Iteration 2F: 3 clusters Score -988233.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -988523.625000 Penalty: 4585.918945
	Iteration 3F: 3 clusters Score -988523.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -988785.937500 Penalty: 4585.918945
	Iteration 4F: 3 clusters Score -988785.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -989036.812500 Penalty: 4585.918945
	Iteration 5Q: 3 clusters Score -989036.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -989271.375000 Penalty: 4585.918945
	Iteration 6Q: 3 clusters Score -989271.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -989506.312500 Penalty: 4585.918945
	Iteration 7Q: 3 clusters Score -989506.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -989738.750000 Penalty: 4585.918945
	Iteration 8Q: 3 clusters Score -989738.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -989947.062500 Penalty: 4585.918945
	Iteration 9Q: 3 clusters Score -989947.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -990158.062500 Penalty: 4585.918945
	Iteration 10Q: 3 clusters Score -990158.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -990341.812500 Penalty: 4585.918945
	Iteration 11Q: 3 clusters Score -990341.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -990501.375000 Penalty: 4585.918945
	Iteration 12Q: 3 clusters Score -990501.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -990674.625000 Penalty: 4585.918945
	Iteration 13Q: 3 clusters Score -990674.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -990829.062500 Penalty: 4585.918945
	Iteration 14Q: 3 clusters Score -990829.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -990964.812500 Penalty: 4585.918945
	Iteration 15Q: 3 clusters Score -990964.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -991073.625000 Penalty: 4585.918945
	Iteration 16Q: 3 clusters Score -991073.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -991165.000000 Penalty: 4585.918945
	Iteration 17Q: 3 clusters Score -991165 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -991239.250000 Penalty: 4585.918945
	Iteration 18Q: 3 clusters Score -991239.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -991294.250000 Penalty: 4585.918945
	Iteration 19Q: 3 clusters Score -991294.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -991346.250000 Penalty: 4585.918945
	Iteration 20F: 3 clusters Score -991346.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -991394.000000 Penalty: 4585.918945
	Iteration 21Q: 3 clusters Score -991394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -991426.125000 Penalty: 4585.918945
	Iteration 22Q: 3 clusters Score -991426.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -991456.000000 Penalty: 4585.918945
	Iteration 23Q: 3 clusters Score -991456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -991480.437500 Penalty: 4585.918945
	Iteration 24Q: 3 clusters Score -991480.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -991498.437500 Penalty: 4585.918945
	Iteration 25Q: 3 clusters Score -991498.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -991510.875000 Penalty: 4585.918945
	Iteration 26Q: 3 clusters Score -991510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -991524.062500 Penalty: 4585.918945
	Iteration 27Q: 3 clusters Score -991524.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -991536.812500 Penalty: 4585.918945
	Iteration 28Q: 3 clusters Score -991536.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -991545.125000 Penalty: 4585.918945
	Iteration 29Q: 3 clusters Score -991545.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -991553.687500 Penalty: 4585.918945
	Iteration 30Q: 3 clusters Score -991553.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -991570.750000 Penalty: 4585.918945
	Iteration 31Q: 3 clusters Score -991570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -991582.937500 Penalty: 4585.918945
	Iteration 32Q: 3 clusters Score -991582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -991588.937500 Penalty: 4585.918945
	Iteration 33Q: 3 clusters Score -991588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -991596.625000 Penalty: 4585.918945
	Iteration 34Q: 3 clusters Score -991596.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -991601.500000 Penalty: 4585.918945
	Iteration 35Q: 3 clusters Score -991601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -991605.062500 Penalty: 4585.918945
	Iteration 36Q: 3 clusters Score -991605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -991605.437500 Penalty: 4585.918945
	Iteration 37Q: 3 clusters Score -991605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -991605.812500 Penalty: 4585.918945
	Iteration 38Q: 3 clusters Score -991605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -991607.562500 Penalty: 4585.918945
	Iteration 39Q: 3 clusters Score -991607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -991608.000000 Penalty: 4585.918945
	Iteration 40F: 3 clusters Score -991608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -991609.812500 Penalty: 4585.918945
	Iteration 41Q: 3 clusters Score -991609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -991611.125000 Penalty: 4585.918945
	Iteration 42Q: 3 clusters Score -991611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -991616.375000 Penalty: 4585.918945
	Iteration 43Q: 3 clusters Score -991616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -991619.125000 Penalty: 4585.918945
	Iteration 44Q: 3 clusters Score -991619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -991622.062500 Penalty: 4585.918945
	Iteration 45Q: 3 clusters Score -991622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -991622.312500 Penalty: 4585.918945
	Iteration 46Q: 3 clusters Score -991622.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -991622.312500 Penalty: 4585.918945
	Iteration 47F: 3 clusters Score -991622.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -981944.875000 Penalty: 2292.456299
	Iteration 0F: 2 clusters Score -981944.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -974116.937500 Penalty: 4584.912598
	Iteration 0F: 3 clusters Score -974116.9 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -976372.687500 Penalty: 4584.912598
	Iteration 1F: 3 clusters Score -976372.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -976716.687500 Penalty: 4584.912598
	Iteration 2F: 3 clusters Score -976716.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -977002.562500 Penalty: 4584.912598
	Iteration 3F: 3 clusters Score -977002.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -977241.062500 Penalty: 4584.912598
	Iteration 4Q: 3 clusters Score -977241.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -977455.250000 Penalty: 4584.912598
	Iteration 5Q: 3 clusters Score -977455.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -977655.250000 Penalty: 4584.912598
	Iteration 6Q: 3 clusters Score -977655.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -977871.250000 Penalty: 4584.912598
	Iteration 7Q: 3 clusters Score -977871.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -978118.062500 Penalty: 4584.912598
	Iteration 8Q: 3 clusters Score -978118.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -978392.375000 Penalty: 4584.912598
	Iteration 9Q: 3 clusters Score -978392.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -978671.312500 Penalty: 4584.912598
	Iteration 10Q: 3 clusters Score -978671.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -978949.125000 Penalty: 4584.912598
	Iteration 11Q: 3 clusters Score -978949.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -979219.000000 Penalty: 4584.912598
	Iteration 12Q: 3 clusters Score -979219 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -979408.375000 Penalty: 4584.912598
	Iteration 13Q: 3 clusters Score -979408.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -979561.687500 Penalty: 4584.912598
	Iteration 14Q: 3 clusters Score -979561.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -979688.125000 Penalty: 4584.912598
	Iteration 15Q: 3 clusters Score -979688.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -979776.750000 Penalty: 4584.912598
	Iteration 16Q: 3 clusters Score -979776.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -979852.000000 Penalty: 4584.912598
	Iteration 17Q: 3 clusters Score -979852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -979915.812500 Penalty: 4584.912598
	Iteration 18Q: 3 clusters Score -979915.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -979974.187500 Penalty: 4584.912598
	Iteration 19Q: 3 clusters Score -979974.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -980027.250000 Penalty: 4584.912598
	Iteration 20F: 3 clusters Score -980027.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -980072.625000 Penalty: 4584.912598
	Iteration 21Q: 3 clusters Score -980072.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -980125.062500 Penalty: 4584.912598
	Iteration 22Q: 3 clusters Score -980125.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -980166.812500 Penalty: 4584.912598
	Iteration 23Q: 3 clusters Score -980166.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -980199.562500 Penalty: 4584.912598
	Iteration 24Q: 3 clusters Score -980199.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -980237.687500 Penalty: 4584.912598
	Iteration 25Q: 3 clusters Score -980237.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -980270.937500 Penalty: 4584.912598
	Iteration 26Q: 3 clusters Score -980270.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -980312.875000 Penalty: 4584.912598
	Iteration 27Q: 3 clusters Score -980312.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -980348.000000 Penalty: 4584.912598
	Iteration 28Q: 3 clusters Score -980348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -980375.437500 Penalty: 4584.912598
	Iteration 29Q: 3 clusters Score -980375.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -980401.750000 Penalty: 4584.912598
	Iteration 30Q: 3 clusters Score -980401.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -980426.937500 Penalty: 4584.912598
	Iteration 31Q: 3 clusters Score -980426.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -980450.750000 Penalty: 4584.912598
	Iteration 32Q: 3 clusters Score -980450.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -980470.000000 Penalty: 4584.912598
	Iteration 33Q: 3 clusters Score -980470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -980480.000000 Penalty: 4584.912598
	Iteration 34Q: 3 clusters Score -980480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -980494.750000 Penalty: 4584.912598
	Iteration 35Q: 3 clusters Score -980494.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -980503.187500 Penalty: 4584.912598
	Iteration 36Q: 3 clusters Score -980503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -980503.750000 Penalty: 4584.912598
	Iteration 37Q: 3 clusters Score -980503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -980504.125000 Penalty: 4584.912598
	Iteration 38Q: 3 clusters Score -980504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -980506.000000 Penalty: 4584.912598
	Iteration 39Q: 3 clusters Score -980506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -980507.812500 Penalty: 4584.912598
	Iteration 40F: 3 clusters Score -980507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -980508.187500 Penalty: 4584.912598
	Iteration 41Q: 3 clusters Score -980508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -980509.750000 Penalty: 4584.912598
	Iteration 42Q: 3 clusters Score -980509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -980512.125000 Penalty: 4584.912598
	Iteration 43Q: 3 clusters Score -980512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -980513.875000 Penalty: 4584.912598
	Iteration 44Q: 3 clusters Score -980513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -980514.250000 Penalty: 4584.912598
	Iteration 45Q: 3 clusters Score -980514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -980514.250000 Penalty: 4584.912598
	Iteration 46Q: 3 clusters Score -980514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -980515.625000 Penalty: 4584.912598
	Iteration 47Q: 3 clusters Score -980515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -980514.250000 Penalty: 4584.912598
	Iteration 48Q: 3 clusters Score -980514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -980518.687500 Penalty: 4584.912598
	Iteration 49Q: 3 clusters Score -980518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -980517.625000 Penalty: 4584.912598
	Iteration 50Q: 3 clusters Score -980517.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -980520.937500 Penalty: 4584.912598
	Iteration 51Q: 3 clusters Score -980520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -980523.187500 Penalty: 4584.912598
	Iteration 52Q: 3 clusters Score -980523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -980522.687500 Penalty: 4584.912598
	Iteration 53Q: 3 clusters Score -980522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -980523.437500 Penalty: 4584.912598
	Iteration 54Q: 3 clusters Score -980523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -980523.437500 Penalty: 4584.912598
	Iteration 55F: 3 clusters Score -980523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Entering Unmasked Estep 
Score: -1946178.000000 Penalty: 2449.021729
	Iteration 0F: 2 clusters Score -1946178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1932501.250000 Penalty: 4898.043457
	Iteration 0F: 3 clusters Score -1932501 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1937109.500000 Penalty: 4898.043457
	Iteration 1F: 3 clusters Score -1937110 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1937569.750000 Penalty: 4898.043457
	Iteration 2F: 3 clusters Score -1937570 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1938006.250000 Penalty: 4898.043457
	Iteration 3F: 3 clusters Score -1938006 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1938427.875000 Penalty: 4898.043457
	Iteration 4Q: 3 clusters Score -1938428 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1938899.750000 Penalty: 4898.043457
	Iteration 5Q: 3 clusters Score -1938900 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1939482.750000 Penalty: 4898.043457
	Iteration 6F: 3 clusters Score -1939483 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1940095.375000 Penalty: 4898.043457
	Iteration 7F: 3 clusters Score -1940095 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1940727.125000 Penalty: 4898.043457
	Iteration 8F: 3 clusters Score -1940727 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1941336.500000 Penalty: 4898.043457
	Iteration 9Q: 3 clusters Score -1941336 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1941935.500000 Penalty: 4898.043457
	Iteration 10Q: 3 clusters Score -1941936 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1942475.500000 Penalty: 4898.043457
	Iteration 11Q: 3 clusters Score -1942476 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1942900.750000 Penalty: 4898.043457
	Iteration 12Q: 3 clusters Score -1942901 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1943261.250000 Penalty: 4898.043457
	Iteration 13Q: 3 clusters Score -1943261 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1943507.500000 Penalty: 4898.043457
	Iteration 14Q: 3 clusters Score -1943508 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1943651.625000 Penalty: 4898.043457
	Iteration 15Q: 3 clusters Score -1943652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1943767.125000 Penalty: 4898.043457
	Iteration 16Q: 3 clusters Score -1943767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1943863.000000 Penalty: 4898.043457
	Iteration 17Q: 3 clusters Score -1943863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1943921.250000 Penalty: 4898.043457
	Iteration 18Q: 3 clusters Score -1943921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1943958.500000 Penalty: 4898.043457
	Iteration 19Q: 3 clusters Score -1943958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1943986.750000 Penalty: 4898.043457
	Iteration 20F: 3 clusters Score -1943987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1944000.500000 Penalty: 4898.043457
	Iteration 21Q: 3 clusters Score -1944000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1944012.750000 Penalty: 4898.043457
	Iteration 22Q: 3 clusters Score -1944013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1944025.375000 Penalty: 4898.043457
	Iteration 23Q: 3 clusters Score -1944025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1944034.500000 Penalty: 4898.043457
	Iteration 24Q: 3 clusters Score -1944034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1944039.125000 Penalty: 4898.043457
	Iteration 25Q: 3 clusters Score -1944039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1944044.125000 Penalty: 4898.043457
	Iteration 26Q: 3 clusters Score -1944044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -1944047.875000 Penalty: 4898.043457
	Iteration 27Q: 3 clusters Score -1944048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1944049.750000 Penalty: 4898.043457
	Iteration 28Q: 3 clusters Score -1944050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1944049.750000 Penalty: 4898.043457
	Iteration 29F: 3 clusters Score -1944050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Entering Unmasked Estep 
Score: -2330822.250000 Penalty: 2496.386475
	Iteration 0F: 2 clusters Score -2330822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2314490.500000 Penalty: 4992.772949
	Iteration 0F: 3 clusters Score -2314490 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2320120.000000 Penalty: 4992.772949
	Iteration 1F: 3 clusters Score -2320120 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2320606.500000 Penalty: 4992.772949
	Iteration 2F: 3 clusters Score -2320606 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2321073.250000 Penalty: 4992.772949
	Iteration 3Q: 3 clusters Score -2321073 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2321563.250000 Penalty: 4992.772949
	Iteration 4Q: 3 clusters Score -2321563 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2322145.000000 Penalty: 4992.772949
	Iteration 5Q: 3 clusters Score -2322145 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2322853.500000 Penalty: 4992.772949
	Iteration 6F: 3 clusters Score -2322854 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2323642.250000 Penalty: 4992.772949
	Iteration 7F: 3 clusters Score -2323642 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2324504.000000 Penalty: 4992.772949
	Iteration 8F: 3 clusters Score -2324504 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2325397.500000 Penalty: 4992.772949
	Iteration 9F: 3 clusters Score -2325398 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2326108.000000 Penalty: 4992.772949
	Iteration 10Q: 3 clusters Score -2326108 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2326648.250000 Penalty: 4992.772949
	Iteration 11Q: 3 clusters Score -2326648 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2327039.000000 Penalty: 4992.772949
	Iteration 12Q: 3 clusters Score -2327039 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2327342.750000 Penalty: 4992.772949
	Iteration 13Q: 3 clusters Score -2327343 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2327558.250000 Penalty: 4992.772949
	Iteration 14Q: 3 clusters Score -2327558 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2327692.250000 Penalty: 4992.772949
	Iteration 15Q: 3 clusters Score -2327692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2327777.500000 Penalty: 4992.772949
	Iteration 16Q: 3 clusters Score -2327778 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2327855.750000 Penalty: 4992.772949
	Iteration 17Q: 3 clusters Score -2327856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2327910.000000 Penalty: 4992.772949
	Iteration 18Q: 3 clusters Score -2327910 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2327971.000000 Penalty: 4992.772949
	Iteration 19Q: 3 clusters Score -2327971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2328023.750000 Penalty: 4992.772949
	Iteration 20F: 3 clusters Score -2328024 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2328068.250000 Penalty: 4992.772949
	Iteration 21Q: 3 clusters Score -2328068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2328112.750000 Penalty: 4992.772949
	Iteration 22Q: 3 clusters Score -2328113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2328141.750000 Penalty: 4992.772949
	Iteration 23Q: 3 clusters Score -2328142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2328182.500000 Penalty: 4992.772949
	Iteration 24Q: 3 clusters Score -2328182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2328212.500000 Penalty: 4992.772949
	Iteration 25Q: 3 clusters Score -2328212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2328244.750000 Penalty: 4992.772949
	Iteration 26Q: 3 clusters Score -2328245 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2328271.500000 Penalty: 4992.772949
	Iteration 27Q: 3 clusters Score -2328272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2328283.250000 Penalty: 4992.772949
	Iteration 28Q: 3 clusters Score -2328283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2328290.750000 Penalty: 4992.772949
	Iteration 29Q: 3 clusters Score -2328291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2328296.750000 Penalty: 4992.772949
	Iteration 30Q: 3 clusters Score -2328297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2328299.750000 Penalty: 4992.772949
	Iteration 31Q: 3 clusters Score -2328300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2328306.500000 Penalty: 4992.772949
	Iteration 32Q: 3 clusters Score -2328306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2328318.750000 Penalty: 4992.772949
	Iteration 33Q: 3 clusters Score -2328319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2328324.000000 Penalty: 4992.772949
	Iteration 34Q: 3 clusters Score -2328324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2328330.000000 Penalty: 4992.772949
	Iteration 35Q: 3 clusters Score -2328330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2328332.750000 Penalty: 4992.772949
	Iteration 36Q: 3 clusters Score -2328333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2328347.750000 Penalty: 4992.772949
	Iteration 37Q: 3 clusters Score -2328348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2328365.500000 Penalty: 4992.772949
	Iteration 38Q: 3 clusters Score -2328366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2328379.500000 Penalty: 4992.772949
	Iteration 39Q: 3 clusters Score -2328380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2328380.750000 Penalty: 4992.772949
	Iteration 40F: 3 clusters Score -2328381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2328401.250000 Penalty: 4992.772949
	Iteration 41Q: 3 clusters Score -2328401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2328414.500000 Penalty: 4992.772949
	Iteration 42Q: 3 clusters Score -2328414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2328414.750000 Penalty: 4992.772949
	Iteration 43Q: 3 clusters Score -2328415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2328424.750000 Penalty: 4992.772949
	Iteration 44Q: 3 clusters Score -2328425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2328427.750000 Penalty: 4992.772949
	Iteration 45Q: 3 clusters Score -2328428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2328426.250000 Penalty: 4992.772949
	Iteration 46Q: 3 clusters Score -2328426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2328429.000000 Penalty: 4992.772949
	Iteration 47Q: 3 clusters Score -2328429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2328434.000000 Penalty: 4992.772949
	Iteration 48Q: 3 clusters Score -2328434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2328439.000000 Penalty: 4992.772949
	Iteration 49Q: 3 clusters Score -2328439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2328441.750000 Penalty: 4992.772949
	Iteration 50Q: 3 clusters Score -2328442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2328444.000000 Penalty: 4992.772949
	Iteration 51Q: 3 clusters Score -2328444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2328453.250000 Penalty: 4992.772949
	Iteration 52Q: 3 clusters Score -2328453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2328460.750000 Penalty: 4992.772949
	Iteration 53Q: 3 clusters Score -2328461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2328468.750000 Penalty: 4992.772949
	Iteration 54Q: 3 clusters Score -2328469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2328469.500000 Penalty: 4992.772949
	Iteration 55Q: 3 clusters Score -2328470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2328474.750000 Penalty: 4992.772949
	Iteration 56Q: 3 clusters Score -2328475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2328472.750000 Penalty: 4992.772949
	Iteration 57Q: 3 clusters Score -2328473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2328473.000000 Penalty: 4992.772949
	Iteration 58Q: 3 clusters Score -2328473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2328478.750000 Penalty: 4992.772949
	Iteration 59Q: 3 clusters Score -2328479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2328479.000000 Penalty: 4992.772949
	Iteration 60F: 3 clusters Score -2328479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2328482.500000 Penalty: 4992.772949
	Iteration 61Q: 3 clusters Score -2328482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2328490.750000 Penalty: 4992.772949
	Iteration 62Q: 3 clusters Score -2328491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2328493.250000 Penalty: 4992.772949
	Iteration 63Q: 3 clusters Score -2328493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2328495.000000 Penalty: 4992.772949
	Iteration 64Q: 3 clusters Score -2328495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2328500.250000 Penalty: 4992.772949
	Iteration 65Q: 3 clusters Score -2328500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2328498.750000 Penalty: 4992.772949
	Iteration 66Q: 3 clusters Score -2328499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2328500.000000 Penalty: 4992.772949
	Iteration 67Q: 3 clusters Score -2328500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2328504.750000 Penalty: 4992.772949
	Iteration 68Q: 3 clusters Score -2328505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2328506.250000 Penalty: 4992.772949
	Iteration 69Q: 3 clusters Score -2328506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2328508.250000 Penalty: 4992.772949
	Iteration 70Q: 3 clusters Score -2328508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2328509.250000 Penalty: 4992.772949
	Iteration 71Q: 3 clusters Score -2328509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2328514.500000 Penalty: 4992.772949
	Iteration 72Q: 3 clusters Score -2328514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2328517.500000 Penalty: 4992.772949
	Iteration 73Q: 3 clusters Score -2328518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2328515.500000 Penalty: 4992.772949
	Iteration 74Q: 3 clusters Score -2328516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2328519.000000 Penalty: 4992.772949
	Iteration 75Q: 3 clusters Score -2328519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2328518.500000 Penalty: 4992.772949
	Iteration 76Q: 3 clusters Score -2328518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2328524.000000 Penalty: 4992.772949
	Iteration 77Q: 3 clusters Score -2328524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2328522.000000 Penalty: 4992.772949
	Iteration 78Q: 3 clusters Score -2328522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2328519.500000 Penalty: 4992.772949
	Iteration 79Q: 3 clusters Score -2328520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2328522.000000 Penalty: 4992.772949
	Iteration 80F: 3 clusters Score -2328522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2328519.750000 Penalty: 4992.772949
	Iteration 81Q: 3 clusters Score -2328520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2328527.000000 Penalty: 4992.772949
	Iteration 82Q: 3 clusters Score -2328527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2328524.500000 Penalty: 4992.772949
	Iteration 83Q: 3 clusters Score -2328524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2328525.500000 Penalty: 4992.772949
	Iteration 84Q: 3 clusters Score -2328526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2328536.750000 Penalty: 4992.772949
	Iteration 85Q: 3 clusters Score -2328537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2328539.750000 Penalty: 4992.772949
	Iteration 86Q: 3 clusters Score -2328540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2328534.500000 Penalty: 4992.772949
	Iteration 87Q: 3 clusters Score -2328534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2328543.250000 Penalty: 4992.772949
	Iteration 88Q: 3 clusters Score -2328543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2328547.750000 Penalty: 4992.772949
	Iteration 89Q: 3 clusters Score -2328548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2328551.000000 Penalty: 4992.772949
	Iteration 90Q: 3 clusters Score -2328551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2328550.500000 Penalty: 4992.772949
	Iteration 91Q: 3 clusters Score -2328550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2328559.500000 Penalty: 4992.772949
	Iteration 92Q: 3 clusters Score -2328560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2328569.250000 Penalty: 4992.772949
	Iteration 93Q: 3 clusters Score -2328569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2328573.750000 Penalty: 4992.772949
	Iteration 94Q: 3 clusters Score -2328574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2328572.750000 Penalty: 4992.772949
	Iteration 95Q: 3 clusters Score -2328573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2328574.250000 Penalty: 4992.772949
	Iteration 96Q: 3 clusters Score -2328574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2328573.750000 Penalty: 4992.772949
	Iteration 97Q: 3 clusters Score -2328574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2328575.750000 Penalty: 4992.772949
	Iteration 98Q: 3 clusters Score -2328576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2328576.250000 Penalty: 4992.772949
	Iteration 99Q: 3 clusters Score -2328576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2328576.750000 Penalty: 4992.772949
	Iteration 100F: 3 clusters Score -2328577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2328576.500000 Penalty: 4992.772949
	Iteration 101Q: 3 clusters Score -2328576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2328579.750000 Penalty: 4992.772949
	Iteration 102Q: 3 clusters Score -2328580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2328578.250000 Penalty: 4992.772949
	Iteration 103Q: 3 clusters Score -2328578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2328578.750000 Penalty: 4992.772949
	Iteration 104Q: 3 clusters Score -2328579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2328580.000000 Penalty: 4992.772949
	Iteration 105Q: 3 clusters Score -2328580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2328579.750000 Penalty: 4992.772949
	Iteration 106Q: 3 clusters Score -2328580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2328578.250000 Penalty: 4992.772949
	Iteration 107Q: 3 clusters Score -2328578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2328580.250000 Penalty: 4992.772949
	Iteration 108Q: 3 clusters Score -2328580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2328579.750000 Penalty: 4992.772949
	Iteration 109Q: 3 clusters Score -2328580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2328580.750000 Penalty: 4992.772949
	Iteration 110Q: 3 clusters Score -2328581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2328583.000000 Penalty: 4992.772949
	Iteration 111Q: 3 clusters Score -2328583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2328579.000000 Penalty: 4992.772949
	Iteration 112Q: 3 clusters Score -2328579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2328579.000000 Penalty: 4992.772949
	Iteration 113F: 3 clusters Score -2328579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1045445.187500 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1045445 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 5160 members 
Entering Unmasked Estep 
Score: -1037408.187500 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1037408 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1039926.562500 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1039927 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1040369.562500 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1040370 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1040855.000000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1040855 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1041348.812500 Penalty: 4596.809082
	Iteration 4F: 3 clusters Score -1041349 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1041791.000000 Penalty: 4596.809082
	Iteration 5F: 3 clusters Score -1041791 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1042162.250000 Penalty: 4596.809082
	Iteration 6Q: 3 clusters Score -1042162 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1042480.687500 Penalty: 4596.809082
	Iteration 7Q: 3 clusters Score -1042481 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1042754.937500 Penalty: 4596.809082
	Iteration 8Q: 3 clusters Score -1042755 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1042954.875000 Penalty: 4596.809082
	Iteration 9Q: 3 clusters Score -1042955 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1043095.125000 Penalty: 4596.809082
	Iteration 10Q: 3 clusters Score -1043095 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1043185.125000 Penalty: 4596.809082
	Iteration 11Q: 3 clusters Score -1043185 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1043245.875000 Penalty: 4596.809082
	Iteration 12Q: 3 clusters Score -1043246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1043300.312500 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1043300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1043347.750000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1043348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1043375.937500 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1043376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1043413.687500 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1043414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1043445.375000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1043445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1043463.312500 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1043463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1043479.375000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1043479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1043495.000000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1043495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1043512.000000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1043512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1043530.937500 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1043531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1043545.187500 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1043545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1043556.375000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1043556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1043562.375000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1043562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1043569.937500 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1043570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1043574.000000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1043574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1043579.312500 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1043579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1043585.187500 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1043585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1043586.937500 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1043587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1043590.000000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1043590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1043590.750000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1043591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1043589.875000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1043590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1043592.687500 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1043593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1043594.000000 Penalty: 4596.809082
	Iteration 35Q: 3 clusters Score -1043594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1043594.750000 Penalty: 4596.809082
	Iteration 36Q: 3 clusters Score -1043595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1043595.187500 Penalty: 4596.809082
	Iteration 37Q: 3 clusters Score -1043595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1043597.187500 Penalty: 4596.809082
	Iteration 38Q: 3 clusters Score -1043597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1043598.250000 Penalty: 4596.809082
	Iteration 39Q: 3 clusters Score -1043598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1043599.062500 Penalty: 4596.809082
	Iteration 40F: 3 clusters Score -1043599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1043600.375000 Penalty: 4596.809082
	Iteration 41Q: 3 clusters Score -1043600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1043602.062500 Penalty: 4596.809082
	Iteration 42Q: 3 clusters Score -1043602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1043604.625000 Penalty: 4596.809082
	Iteration 43Q: 3 clusters Score -1043605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1043607.125000 Penalty: 4596.809082
	Iteration 44Q: 3 clusters Score -1043607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1043613.437500 Penalty: 4596.809082
	Iteration 45Q: 3 clusters Score -1043613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1043616.062500 Penalty: 4596.809082
	Iteration 46Q: 3 clusters Score -1043616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1043622.375000 Penalty: 4596.809082
	Iteration 47Q: 3 clusters Score -1043622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1043623.500000 Penalty: 4596.809082
	Iteration 48Q: 3 clusters Score -1043624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1043627.625000 Penalty: 4596.809082
	Iteration 49Q: 3 clusters Score -1043628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1043630.500000 Penalty: 4596.809082
	Iteration 50Q: 3 clusters Score -1043630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1043634.125000 Penalty: 4596.809082
	Iteration 51Q: 3 clusters Score -1043634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1043634.750000 Penalty: 4596.809082
	Iteration 52Q: 3 clusters Score -1043635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1043638.125000 Penalty: 4596.809082
	Iteration 53Q: 3 clusters Score -1043638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1043638.812500 Penalty: 4596.809082
	Iteration 54Q: 3 clusters Score -1043639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1043639.312500 Penalty: 4596.809082
	Iteration 55Q: 3 clusters Score -1043639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1043638.000000 Penalty: 4596.809082
	Iteration 56Q: 3 clusters Score -1043638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1043642.562500 Penalty: 4596.809082
	Iteration 57Q: 3 clusters Score -1043643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1043641.500000 Penalty: 4596.809082
	Iteration 58Q: 3 clusters Score -1043642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1043643.500000 Penalty: 4596.809082
	Iteration 59Q: 3 clusters Score -1043644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1043645.750000 Penalty: 4596.809082
	Iteration 60F: 3 clusters Score -1043646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1043646.250000 Penalty: 4596.809082
	Iteration 61Q: 3 clusters Score -1043646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1043646.187500 Penalty: 4596.809082
	Iteration 62Q: 3 clusters Score -1043646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1043646.437500 Penalty: 4596.809082
	Iteration 63Q: 3 clusters Score -1043646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1043647.375000 Penalty: 4596.809082
	Iteration 64Q: 3 clusters Score -1043647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1043647.375000 Penalty: 4596.809082
	Iteration 65F: 3 clusters Score -1043647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3963 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958616.000000 Penalty: 139028.390625
Iteration 239Q: 43 clusters Score -5.895862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 44712 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15144 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16372 members 
Mstep: Class 24 contains 5951 members 
Mstep: Class 25 contains 15205 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23533 members 
Mstep: Class 42 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958664.000000 Penalty: 139028.390625
Iteration 240F: 43 clusters Score -5.895866e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 29909 members 
Mstep: Class 7 contains 44702 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16372 members 
Mstep: Class 24 contains 5951 members 
Mstep: Class 25 contains 15206 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3966 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23533 members 
Mstep: Class 42 contains 10647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958612.000000 Penalty: 139028.390625
Iteration 241Q: 43 clusters Score -5.895861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 29910 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 13 contains 15140 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13008 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16370 members 
Mstep: Class 24 contains 5958 members 
Mstep: Class 25 contains 15205 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19439 members 
Mstep: Class 41 contains 23532 members 
Mstep: Class 42 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958632.000000 Penalty: 139028.390625
Iteration 242Q: 43 clusters Score -5.895863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44694 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 5961 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19438 members 
Mstep: Class 41 contains 23532 members 
Mstep: Class 42 contains 10677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958692.000000 Penalty: 139028.390625
Iteration 243Q: 43 clusters Score -5.895869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44690 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15137 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12995 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 15207 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958724.000000 Penalty: 139028.390625
Iteration 244Q: 43 clusters Score -5.895872e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44687 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 15695 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15925 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 5968 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 10698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958696.000000 Penalty: 139028.390625
Iteration 245Q: 43 clusters Score -5.89587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44687 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61500 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15924 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 5971 members 
Mstep: Class 25 contains 15207 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23527 members 
Mstep: Class 42 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958700.000000 Penalty: 139028.390625
Iteration 246Q: 43 clusters Score -5.89587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 29911 members 
Mstep: Class 7 contains 44686 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15926 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16369 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23526 members 
Mstep: Class 42 contains 10711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958764.000000 Penalty: 139028.390625
Iteration 247Q: 43 clusters Score -5.895876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 29911 members 
Mstep: Class 7 contains 44685 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61501 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15926 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16368 members 
Mstep: Class 24 contains 5976 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 10714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958780.000000 Penalty: 139028.390625
Iteration 248Q: 43 clusters Score -5.895878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 29911 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 13 contains 15130 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 15705 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15926 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16367 members 
Mstep: Class 24 contains 5979 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19436 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 10718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958784.000000 Penalty: 139028.390625
Iteration 249Q: 43 clusters Score -5.895878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24950 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44681 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15926 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16365 members 
Mstep: Class 24 contains 5984 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 98740 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19435 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 10723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958780.000000 Penalty: 139028.390625
Iteration 250Q: 43 clusters Score -5.895878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44679 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 15707 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16363 members 
Mstep: Class 24 contains 5986 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98740 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19436 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 10728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958804.000000 Penalty: 139028.390625
Iteration 251Q: 43 clusters Score -5.89588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44678 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12982 members 
Mstep: Class 16 contains 15707 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16361 members 
Mstep: Class 24 contains 5985 members 
Mstep: Class 25 contains 15210 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98742 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958844.000000 Penalty: 139028.390625
Iteration 252Q: 43 clusters Score -5.895884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16361 members 
Mstep: Class 24 contains 5984 members 
Mstep: Class 25 contains 15211 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98744 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1201 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19439 members 
Mstep: Class 41 contains 23532 members 
Mstep: Class 42 contains 10735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958800.000000 Penalty: 139028.390625
Iteration 253Q: 43 clusters Score -5.89588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12978 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16358 members 
Mstep: Class 24 contains 5988 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 98746 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 19439 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958812.000000 Penalty: 139028.390625
Iteration 254Q: 43 clusters Score -5.895881e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16357 members 
Mstep: Class 24 contains 5993 members 
Mstep: Class 25 contains 15212 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98748 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19438 members 
Mstep: Class 41 contains 23531 members 
Mstep: Class 42 contains 10743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958844.000000 Penalty: 139028.390625
Iteration 255Q: 43 clusters Score -5.895884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15126 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16353 members 
Mstep: Class 24 contains 5995 members 
Mstep: Class 25 contains 15211 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 98748 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19438 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958856.000000 Penalty: 139028.390625
Iteration 256Q: 43 clusters Score -5.895886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3934 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44670 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61507 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12978 members 
Mstep: Class 16 contains 15698 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16352 members 
Mstep: Class 24 contains 5997 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 29 contains 98749 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23523 members 
Mstep: Class 42 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958756.000000 Penalty: 139028.390625
Iteration 257Q: 43 clusters Score -5.895876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3933 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44668 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16352 members 
Mstep: Class 24 contains 5997 members 
Mstep: Class 25 contains 15215 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98749 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19440 members 
Mstep: Class 41 contains 23517 members 
Mstep: Class 42 contains 10768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958768.000000 Penalty: 139028.390625
Iteration 258Q: 43 clusters Score -5.895877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3931 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44667 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16352 members 
Mstep: Class 24 contains 5996 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98750 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19439 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958784.000000 Penalty: 139028.390625
Iteration 259Q: 43 clusters Score -5.895878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44666 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12962 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 5997 members 
Mstep: Class 25 contains 15217 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98750 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23512 members 
Mstep: Class 42 contains 10783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958768.000000 Penalty: 139028.390625
Iteration 260F: 43 clusters Score -5.895877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44664 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61508 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 5998 members 
Mstep: Class 25 contains 15217 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98750 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19436 members 
Mstep: Class 41 contains 23513 members 
Mstep: Class 42 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958788.000000 Penalty: 139028.390625
Iteration 261Q: 43 clusters Score -5.895879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15130 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16355 members 
Mstep: Class 24 contains 5998 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19438 members 
Mstep: Class 41 contains 23513 members 
Mstep: Class 42 contains 10794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958808.000000 Penalty: 139028.390625
Iteration 262Q: 43 clusters Score -5.895881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12950 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 6001 members 
Mstep: Class 25 contains 15215 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19437 members 
Mstep: Class 41 contains 23513 members 
Mstep: Class 42 contains 10798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958784.000000 Penalty: 139028.390625
Iteration 263Q: 43 clusters Score -5.895878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44664 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15130 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12947 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16353 members 
Mstep: Class 24 contains 6005 members 
Mstep: Class 25 contains 15214 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98750 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19436 members 
Mstep: Class 41 contains 23513 members 
Mstep: Class 42 contains 10802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958800.000000 Penalty: 139028.390625
Iteration 264Q: 43 clusters Score -5.89588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44662 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12945 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 6009 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8901 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19434 members 
Mstep: Class 41 contains 23513 members 
Mstep: Class 42 contains 10809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958780.000000 Penalty: 139028.390625
Iteration 265Q: 43 clusters Score -5.895878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44660 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16352 members 
Mstep: Class 24 contains 6013 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19434 members 
Mstep: Class 41 contains 23512 members 
Mstep: Class 42 contains 10818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958748.000000 Penalty: 139028.390625
Iteration 266Q: 43 clusters Score -5.895875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44661 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 61507 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16344 members 
Mstep: Class 24 contains 6016 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19434 members 
Mstep: Class 41 contains 23510 members 
Mstep: Class 42 contains 10822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958764.000000 Penalty: 139028.390625
Iteration 267Q: 43 clusters Score -5.895876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 61508 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 6019 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19435 members 
Mstep: Class 41 contains 23506 members 
Mstep: Class 42 contains 10827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958736.000000 Penalty: 139028.390625
Iteration 268Q: 43 clusters Score -5.895874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 61508 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 2043 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16339 members 
Mstep: Class 24 contains 6026 members 
Mstep: Class 25 contains 15212 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19435 members 
Mstep: Class 41 contains 23506 members 
Mstep: Class 42 contains 10838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958708.000000 Penalty: 139028.390625
Iteration 269Q: 43 clusters Score -5.895871e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6367 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44661 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12916 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16332 members 
Mstep: Class 24 contains 6034 members 
Mstep: Class 25 contains 15211 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3964 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10361 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19434 members 
Mstep: Class 41 contains 23507 members 
Mstep: Class 42 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958664.000000 Penalty: 139028.390625
Iteration 270Q: 43 clusters Score -5.895866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6368 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44659 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16326 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3965 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19433 members 
Mstep: Class 41 contains 23511 members 
Mstep: Class 42 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958652.000000 Penalty: 139028.390625
Iteration 271Q: 43 clusters Score -5.895865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6369 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44658 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 61507 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25296 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16326 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3966 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19434 members 
Mstep: Class 41 contains 23515 members 
Mstep: Class 42 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958724.000000 Penalty: 139028.390625
Iteration 272Q: 43 clusters Score -5.895872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 61507 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16319 members 
Mstep: Class 24 contains 6047 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3967 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19433 members 
Mstep: Class 41 contains 23515 members 
Mstep: Class 42 contains 10868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958724.000000 Penalty: 139028.390625
Iteration 273Q: 43 clusters Score -5.895872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12905 members 
Mstep: Class 16 contains 15701 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16316 members 
Mstep: Class 24 contains 6049 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3968 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19434 members 
Mstep: Class 41 contains 23515 members 
Mstep: Class 42 contains 10872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958764.000000 Penalty: 139028.390625
Iteration 274Q: 43 clusters Score -5.895876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44654 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15926 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16309 members 
Mstep: Class 24 contains 6055 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3968 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19433 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958760.000000 Penalty: 139028.390625
Iteration 275Q: 43 clusters Score -5.895876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44653 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 61504 members 
Mstep: Class 13 contains 15122 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12902 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 6061 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3968 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19432 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958720.000000 Penalty: 139028.390625
Iteration 276Q: 43 clusters Score -5.895872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24949 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12896 members 
Mstep: Class 16 contains 15703 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 6071 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3971 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10336 members 
Mstep: Class 40 contains 19433 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958708.000000 Penalty: 139028.390625
Iteration 277Q: 43 clusters Score -5.895871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12893 members 
Mstep: Class 16 contains 15705 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25298 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 6077 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3972 members 
Mstep: Class 35 contains 1198 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19432 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958700.000000 Penalty: 139028.390625
Iteration 278Q: 43 clusters Score -5.89587e+07 nChanged 21
Entering ConstructFrom: 
Score: -58958700.000000 Penalty: 139028.390625
Entering ConstructFrom: 
Trying to split cluster 1 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -238276.875000 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -238276.9 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 1601 members 
Entering Unmasked Estep 
Score: -235004.343750 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -235004.3 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -236236.406250 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -236236.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -236866.531250 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -236866.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -237289.390625 Penalty: 3995.987793
	Iteration 3F: 3 clusters Score -237289.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237517.796875 Penalty: 3995.987793
	Iteration 4F: 3 clusters Score -237517.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -237686.890625 Penalty: 3995.987793
	Iteration 5Q: 3 clusters Score -237686.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -237813.968750 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -237814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237893.359375 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -237893.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -237940.046875 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -237940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -237960.718750 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -237960.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -237986.953125 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -237987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -238007.546875 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -238007.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -238018.250000 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -238018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -238026.765625 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -238026.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -238035.843750 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -238035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -238041.343750 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -238041.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -238051.750000 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -238051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -238064.328125 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -238064.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -238077.296875 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -238077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -238090.312500 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -238090.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -238101.375000 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -238101.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238111.234375 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -238111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238120.453125 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -238120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -238125.625000 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -238125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -238130.015625 Penalty: 3995.987793
	Iteration 24Q: 3 clusters Score -238130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -238135.046875 Penalty: 3995.987793
	Iteration 25Q: 3 clusters Score -238135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -238140.343750 Penalty: 3995.987793
	Iteration 26Q: 3 clusters Score -238140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -238144.765625 Penalty: 3995.987793
	Iteration 27Q: 3 clusters Score -238144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238150.140625 Penalty: 3995.987793
	Iteration 28Q: 3 clusters Score -238150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238154.250000 Penalty: 3995.987793
	Iteration 29Q: 3 clusters Score -238154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -238161.000000 Penalty: 3995.987793
	Iteration 30Q: 3 clusters Score -238161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238168.093750 Penalty: 3995.987793
	Iteration 31Q: 3 clusters Score -238168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238171.984375 Penalty: 3995.987793
	Iteration 32Q: 3 clusters Score -238172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -238175.218750 Penalty: 3995.987793
	Iteration 33Q: 3 clusters Score -238175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -238178.609375 Penalty: 3995.987793
	Iteration 34Q: 3 clusters Score -238178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -238181.656250 Penalty: 3995.987793
	Iteration 35Q: 3 clusters Score -238181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -238184.906250 Penalty: 3995.987793
	Iteration 36Q: 3 clusters Score -238184.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -238188.953125 Penalty: 3995.987793
	Iteration 37Q: 3 clusters Score -238189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -238189.656250 Penalty: 3995.987793
	Iteration 38Q: 3 clusters Score -238189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -238192.656250 Penalty: 3995.987793
	Iteration 39Q: 3 clusters Score -238192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -238194.921875 Penalty: 3995.987793
	Iteration 40F: 3 clusters Score -238194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238195.187500 Penalty: 3995.987793
	Iteration 41Q: 3 clusters Score -238195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238195.531250 Penalty: 3995.987793
	Iteration 42Q: 3 clusters Score -238195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238196.328125 Penalty: 3995.987793
	Iteration 43Q: 3 clusters Score -238196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -238196.359375 Penalty: 3995.987793
	Iteration 44Q: 3 clusters Score -238196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238196.828125 Penalty: 3995.987793
	Iteration 45Q: 3 clusters Score -238196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -238197.359375 Penalty: 3995.987793
	Iteration 46Q: 3 clusters Score -238197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238198.921875 Penalty: 3995.987793
	Iteration 47Q: 3 clusters Score -238198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238199.515625 Penalty: 3995.987793
	Iteration 48Q: 3 clusters Score -238199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -238200.796875 Penalty: 3995.987793
	Iteration 49Q: 3 clusters Score -238200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -238201.890625 Penalty: 3995.987793
	Iteration 50Q: 3 clusters Score -238201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238202.515625 Penalty: 3995.987793
	Iteration 51Q: 3 clusters Score -238202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -238203.062500 Penalty: 3995.987793
	Iteration 52Q: 3 clusters Score -238203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238203.640625 Penalty: 3995.987793
	Iteration 53Q: 3 clusters Score -238203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238204.031250 Penalty: 3995.987793
	Iteration 54Q: 3 clusters Score -238204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -238205.640625 Penalty: 3995.987793
	Iteration 55Q: 3 clusters Score -238205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -238206.578125 Penalty: 3995.987793
	Iteration 56Q: 3 clusters Score -238206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238207.531250 Penalty: 3995.987793
	Iteration 57Q: 3 clusters Score -238207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -238207.984375 Penalty: 3995.987793
	Iteration 58Q: 3 clusters Score -238208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -238208.859375 Penalty: 3995.987793
	Iteration 59Q: 3 clusters Score -238208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -238210.015625 Penalty: 3995.987793
	Iteration 60F: 3 clusters Score -238210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -250715.156250 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -250715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -247657.375000 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -247657.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -248249.843750 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -248249.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -248407.687500 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -248407.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -248510.125000 Penalty: 3923.834961
	Iteration 3F: 3 clusters Score -248510.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -248586.093750 Penalty: 3923.834961
	Iteration 4Q: 3 clusters Score -248586.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -248646.250000 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -248646.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -248679.625000 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -248679.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -248706.281250 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -248706.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -248728.187500 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -248728.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -248749.656250 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -248749.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -248771.343750 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -248771.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -248787.921875 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -248787.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -248797.140625 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -248797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -248801.640625 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -248801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -248805.531250 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -248805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -248808.859375 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -248808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -248813.890625 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -248813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -248821.984375 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -248822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248826.734375 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -248826.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248832.015625 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -248832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -248837.828125 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -248837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248843.312500 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -248843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -248846.984375 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -248847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -248853.187500 Penalty: 3923.834961
	Iteration 23Q: 3 clusters Score -248853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248857.250000 Penalty: 3923.834961
	Iteration 24Q: 3 clusters Score -248857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248860.187500 Penalty: 3923.834961
	Iteration 25Q: 3 clusters Score -248860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -248862.281250 Penalty: 3923.834961
	Iteration 26Q: 3 clusters Score -248862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -248864.765625 Penalty: 3923.834961
	Iteration 27Q: 3 clusters Score -248864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -248866.796875 Penalty: 3923.834961
	Iteration 28Q: 3 clusters Score -248866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -248868.140625 Penalty: 3923.834961
	Iteration 29Q: 3 clusters Score -248868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -248869.156250 Penalty: 3923.834961
	Iteration 30Q: 3 clusters Score -248869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -248871.234375 Penalty: 3923.834961
	Iteration 31Q: 3 clusters Score -248871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -248874.734375 Penalty: 3923.834961
	Iteration 32Q: 3 clusters Score -248874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -248875.031250 Penalty: 3923.834961
	Iteration 33Q: 3 clusters Score -248875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -248875.031250 Penalty: 3923.834961
	Iteration 34F: 3 clusters Score -248875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Entering Unmasked Estep 
Score: -2425627.000000 Penalty: 2510.888184
	Iteration 0F: 2 clusters Score -2425627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2408345.750000 Penalty: 5021.776367
	Iteration 0F: 3 clusters Score -2408346 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2414424.500000 Penalty: 5021.776367
	Iteration 1F: 3 clusters Score -2414424 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2415133.750000 Penalty: 5021.776367
	Iteration 2F: 3 clusters Score -2415134 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2415901.750000 Penalty: 5021.776367
	Iteration 3F: 3 clusters Score -2415902 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2416910.500000 Penalty: 5021.776367
	Iteration 4F: 3 clusters Score -2416910 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2418071.750000 Penalty: 5021.776367
	Iteration 5F: 3 clusters Score -2418072 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2419217.000000 Penalty: 5021.776367
	Iteration 6F: 3 clusters Score -2419217 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2420210.250000 Penalty: 5021.776367
	Iteration 7F: 3 clusters Score -2420210 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2421022.500000 Penalty: 5021.776367
	Iteration 8Q: 3 clusters Score -2421022 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2421691.000000 Penalty: 5021.776367
	Iteration 9Q: 3 clusters Score -2421691 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2422169.500000 Penalty: 5021.776367
	Iteration 10Q: 3 clusters Score -2422170 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2422527.500000 Penalty: 5021.776367
	Iteration 11Q: 3 clusters Score -2422528 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2422797.500000 Penalty: 5021.776367
	Iteration 12Q: 3 clusters Score -2422798 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2422964.000000 Penalty: 5021.776367
	Iteration 13Q: 3 clusters Score -2422964 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2423121.750000 Penalty: 5021.776367
	Iteration 14Q: 3 clusters Score -2423122 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2423203.000000 Penalty: 5021.776367
	Iteration 15Q: 3 clusters Score -2423203 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2423270.250000 Penalty: 5021.776367
	Iteration 16Q: 3 clusters Score -2423270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2423321.000000 Penalty: 5021.776367
	Iteration 17Q: 3 clusters Score -2423321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2423350.000000 Penalty: 5021.776367
	Iteration 18Q: 3 clusters Score -2423350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2423373.500000 Penalty: 5021.776367
	Iteration 19Q: 3 clusters Score -2423374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2423405.000000 Penalty: 5021.776367
	Iteration 20F: 3 clusters Score -2423405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2423416.000000 Penalty: 5021.776367
	Iteration 21Q: 3 clusters Score -2423416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2423430.500000 Penalty: 5021.776367
	Iteration 22Q: 3 clusters Score -2423430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2423433.750000 Penalty: 5021.776367
	Iteration 23Q: 3 clusters Score -2423434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2423440.750000 Penalty: 5021.776367
	Iteration 24Q: 3 clusters Score -2423441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2423448.750000 Penalty: 5021.776367
	Iteration 25Q: 3 clusters Score -2423449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2423453.750000 Penalty: 5021.776367
	Iteration 26Q: 3 clusters Score -2423454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2423462.500000 Penalty: 5021.776367
	Iteration 27Q: 3 clusters Score -2423462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2423463.250000 Penalty: 5021.776367
	Iteration 28Q: 3 clusters Score -2423463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2423463.750000 Penalty: 5021.776367
	Iteration 29Q: 3 clusters Score -2423464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2423464.500000 Penalty: 5021.776367
	Iteration 30Q: 3 clusters Score -2423464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2423464.250000 Penalty: 5021.776367
	Iteration 31Q: 3 clusters Score -2423464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2423466.250000 Penalty: 5021.776367
	Iteration 32Q: 3 clusters Score -2423466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2423468.250000 Penalty: 5021.776367
	Iteration 33Q: 3 clusters Score -2423468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2423464.750000 Penalty: 5021.776367
	Iteration 34Q: 3 clusters Score -2423465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2423467.000000 Penalty: 5021.776367
	Iteration 35Q: 3 clusters Score -2423467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2423467.500000 Penalty: 5021.776367
	Iteration 36Q: 3 clusters Score -2423468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2423468.750000 Penalty: 5021.776367
	Iteration 37Q: 3 clusters Score -2423469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2423467.750000 Penalty: 5021.776367
	Iteration 38Q: 3 clusters Score -2423468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2423469.000000 Penalty: 5021.776367
	Iteration 39Q: 3 clusters Score -2423469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2423469.000000 Penalty: 5021.776367
	Iteration 40F: 3 clusters Score -2423469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2423468.000000 Penalty: 5021.776367
	Iteration 41Q: 3 clusters Score -2423468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2423469.750000 Penalty: 5021.776367
	Iteration 42Q: 3 clusters Score -2423470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2423469.500000 Penalty: 5021.776367
	Iteration 43Q: 3 clusters Score -2423470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2423471.750000 Penalty: 5021.776367
	Iteration 44Q: 3 clusters Score -2423472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2423476.500000 Penalty: 5021.776367
	Iteration 45Q: 3 clusters Score -2423476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2423482.250000 Penalty: 5021.776367
	Iteration 46Q: 3 clusters Score -2423482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2423483.500000 Penalty: 5021.776367
	Iteration 47Q: 3 clusters Score -2423484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2423486.250000 Penalty: 5021.776367
	Iteration 48Q: 3 clusters Score -2423486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2423488.000000 Penalty: 5021.776367
	Iteration 49Q: 3 clusters Score -2423488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2423490.500000 Penalty: 5021.776367
	Iteration 50Q: 3 clusters Score -2423490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2423494.000000 Penalty: 5021.776367
	Iteration 51Q: 3 clusters Score -2423494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2423497.500000 Penalty: 5021.776367
	Iteration 52Q: 3 clusters Score -2423498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2423496.500000 Penalty: 5021.776367
	Iteration 53Q: 3 clusters Score -2423496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2423496.500000 Penalty: 5021.776367
	Iteration 54F: 3 clusters Score -2423496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -570218.437500 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -570218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -564878.312500 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -564878.3 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -566524.437500 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -566524.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -567037.000000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -567037 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -567449.750000 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -567449.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -567735.875000 Penalty: 4345.029297
	Iteration 4F: 3 clusters Score -567735.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -567935.937500 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -567935.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -568092.500000 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -568092.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -568227.750000 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -568227.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -568348.125000 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -568348.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -568447.812500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -568447.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -568532.187500 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -568532.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -568593.312500 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -568593.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -568655.062500 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -568655.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -568714.375000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -568714.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -568780.375000 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -568780.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -568827.062500 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -568827.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -568868.625000 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -568868.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -568909.312500 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -568909.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -568951.187500 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -568951.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -569033.812500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -569033.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -569140.500000 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -569140.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -569251.937500 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -569251.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -569333.500000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -569333.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -569417.812500 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -569417.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -569523.375000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -569523.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -569642.812500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -569642.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -569738.562500 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -569738.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -569810.687500 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -569810.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -569868.937500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -569868.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -569922.937500 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -569922.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -569970.125000 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -569970.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -570024.937500 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -570024.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -570100.937500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -570100.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -570197.500000 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -570197.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -570293.500000 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -570293.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -570349.000000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -570349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -570376.625000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -570376.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -570387.312500 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -570387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -570392.187500 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -570392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -570392.187500 Penalty: 4345.029297
	Iteration 39F: 3 clusters Score -570392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19430 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10895 members 
Mstep: Class 43 contains 4996 members 
Entering Unmasked Estep 
Score: -58957808.000000 Penalty: 142338.593750
Splitting cluster 4 changes total score from -58958700.000000 to -58957808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -334464.562500 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -334464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -330653.531250 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -330653.5 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -331600.093750 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -331600.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -331927.156250 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -331927.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -332175.156250 Penalty: 4098.101074
	Iteration 3F: 3 clusters Score -332175.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -332347.906250 Penalty: 4098.101074
	Iteration 4F: 3 clusters Score -332347.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -332489.531250 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -332489.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -332611.093750 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -332611.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -332702.906250 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -332702.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332808.000000 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -332808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -332895.781250 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -332895.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -332957.781250 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -332957.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -333009.593750 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -333009.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -333052.968750 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -333053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -333078.812500 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -333078.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -333089.656250 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -333089.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -333099.406250 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -333099.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -333109.406250 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -333109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -333118.437500 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -333118.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -333126.750000 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -333126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -333130.500000 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -333130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -333134.468750 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -333134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -333136.031250 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -333136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -333137.437500 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -333137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -333138.187500 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -333138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -333138.781250 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -333138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -333138.781250 Penalty: 4098.101074
	Iteration 25F: 3 clusters Score -333138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Entering Unmasked Estep 
Score: -2989692.250000 Penalty: 2555.908203
	Iteration 0F: 2 clusters Score -2989692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2969158.250000 Penalty: 5111.816406
	Iteration 0F: 3 clusters Score -2969158 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2976579.250000 Penalty: 5111.816406
	Iteration 1F: 3 clusters Score -2976579 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2977157.750000 Penalty: 5111.816406
	Iteration 2F: 3 clusters Score -2977158 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2977798.250000 Penalty: 5111.816406
	Iteration 3Q: 3 clusters Score -2977798 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2978593.750000 Penalty: 5111.816406
	Iteration 4F: 3 clusters Score -2978594 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2979677.750000 Penalty: 5111.816406
	Iteration 5F: 3 clusters Score -2979678 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2980912.500000 Penalty: 5111.816406
	Iteration 6F: 3 clusters Score -2980912 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2982165.750000 Penalty: 5111.816406
	Iteration 7F: 3 clusters Score -2982166 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2983238.000000 Penalty: 5111.816406
	Iteration 8F: 3 clusters Score -2983238 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2984050.750000 Penalty: 5111.816406
	Iteration 9Q: 3 clusters Score -2984051 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2984689.500000 Penalty: 5111.816406
	Iteration 10Q: 3 clusters Score -2984690 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2985264.000000 Penalty: 5111.816406
	Iteration 11Q: 3 clusters Score -2985264 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -2985714.750000 Penalty: 5111.816406
	Iteration 12Q: 3 clusters Score -2985715 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2986117.250000 Penalty: 5111.816406
	Iteration 13Q: 3 clusters Score -2986117 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2986372.750000 Penalty: 5111.816406
	Iteration 14Q: 3 clusters Score -2986373 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2986547.000000 Penalty: 5111.816406
	Iteration 15Q: 3 clusters Score -2986547 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -2986669.250000 Penalty: 5111.816406
	Iteration 16Q: 3 clusters Score -2986669 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2986792.000000 Penalty: 5111.816406
	Iteration 17Q: 3 clusters Score -2986792 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2986871.750000 Penalty: 5111.816406
	Iteration 18Q: 3 clusters Score -2986872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2986943.500000 Penalty: 5111.816406
	Iteration 19Q: 3 clusters Score -2986944 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -2986999.500000 Penalty: 5111.816406
	Iteration 20F: 3 clusters Score -2987000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -2987063.250000 Penalty: 5111.816406
	Iteration 21Q: 3 clusters Score -2987063 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2987098.250000 Penalty: 5111.816406
	Iteration 22Q: 3 clusters Score -2987098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2987136.250000 Penalty: 5111.816406
	Iteration 23Q: 3 clusters Score -2987136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2987163.000000 Penalty: 5111.816406
	Iteration 24Q: 3 clusters Score -2987163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -2987192.500000 Penalty: 5111.816406
	Iteration 25Q: 3 clusters Score -2987192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2987222.500000 Penalty: 5111.816406
	Iteration 26Q: 3 clusters Score -2987222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2987231.750000 Penalty: 5111.816406
	Iteration 27Q: 3 clusters Score -2987232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -2987238.500000 Penalty: 5111.816406
	Iteration 28Q: 3 clusters Score -2987238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -2987258.750000 Penalty: 5111.816406
	Iteration 29Q: 3 clusters Score -2987259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -2987258.500000 Penalty: 5111.816406
	Iteration 30Q: 3 clusters Score -2987258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2987264.000000 Penalty: 5111.816406
	Iteration 31Q: 3 clusters Score -2987264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2987275.250000 Penalty: 5111.816406
	Iteration 32Q: 3 clusters Score -2987275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2987279.000000 Penalty: 5111.816406
	Iteration 33Q: 3 clusters Score -2987279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -2987287.250000 Penalty: 5111.816406
	Iteration 34Q: 3 clusters Score -2987287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2987302.250000 Penalty: 5111.816406
	Iteration 35Q: 3 clusters Score -2987302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2987315.250000 Penalty: 5111.816406
	Iteration 36Q: 3 clusters Score -2987315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -2987320.000000 Penalty: 5111.816406
	Iteration 37Q: 3 clusters Score -2987320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -2987328.750000 Penalty: 5111.816406
	Iteration 38Q: 3 clusters Score -2987329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2987334.000000 Penalty: 5111.816406
	Iteration 39Q: 3 clusters Score -2987334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2987342.000000 Penalty: 5111.816406
	Iteration 40F: 3 clusters Score -2987342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -2987347.000000 Penalty: 5111.816406
	Iteration 41Q: 3 clusters Score -2987347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -2987353.750000 Penalty: 5111.816406
	Iteration 42Q: 3 clusters Score -2987354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2987354.250000 Penalty: 5111.816406
	Iteration 43Q: 3 clusters Score -2987354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -2987352.750000 Penalty: 5111.816406
	Iteration 44Q: 3 clusters Score -2987353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2987355.750000 Penalty: 5111.816406
	Iteration 45Q: 3 clusters Score -2987356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2987365.500000 Penalty: 5111.816406
	Iteration 46Q: 3 clusters Score -2987366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2987365.750000 Penalty: 5111.816406
	Iteration 47Q: 3 clusters Score -2987366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -2987369.500000 Penalty: 5111.816406
	Iteration 48Q: 3 clusters Score -2987370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -2987374.750000 Penalty: 5111.816406
	Iteration 49Q: 3 clusters Score -2987375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -2987373.750000 Penalty: 5111.816406
	Iteration 50Q: 3 clusters Score -2987374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -2987370.500000 Penalty: 5111.816406
	Iteration 51Q: 3 clusters Score -2987370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -2987376.500000 Penalty: 5111.816406
	Iteration 52Q: 3 clusters Score -2987376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -2987369.750000 Penalty: 5111.816406
	Iteration 53Q: 3 clusters Score -2987370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -2987373.000000 Penalty: 5111.816406
	Iteration 54Q: 3 clusters Score -2987373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -2987372.750000 Penalty: 5111.816406
	Iteration 55Q: 3 clusters Score -2987373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -2987371.250000 Penalty: 5111.816406
	Iteration 56Q: 3 clusters Score -2987371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -2987377.000000 Penalty: 5111.816406
	Iteration 57Q: 3 clusters Score -2987377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -2987380.500000 Penalty: 5111.816406
	Iteration 58Q: 3 clusters Score -2987380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -2987385.750000 Penalty: 5111.816406
	Iteration 59Q: 3 clusters Score -2987386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2987389.750000 Penalty: 5111.816406
	Iteration 60F: 3 clusters Score -2987390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2987388.750000 Penalty: 5111.816406
	Iteration 61Q: 3 clusters Score -2987389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -2987391.250000 Penalty: 5111.816406
	Iteration 62Q: 3 clusters Score -2987391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -2987388.750000 Penalty: 5111.816406
	Iteration 63Q: 3 clusters Score -2987389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -2987389.750000 Penalty: 5111.816406
	Iteration 64Q: 3 clusters Score -2987390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -2987393.750000 Penalty: 5111.816406
	Iteration 65Q: 3 clusters Score -2987394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2987393.750000 Penalty: 5111.816406
	Iteration 66Q: 3 clusters Score -2987394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2987394.000000 Penalty: 5111.816406
	Iteration 67Q: 3 clusters Score -2987394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2987402.750000 Penalty: 5111.816406
	Iteration 68Q: 3 clusters Score -2987403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2987401.750000 Penalty: 5111.816406
	Iteration 69Q: 3 clusters Score -2987402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2987402.000000 Penalty: 5111.816406
	Iteration 70Q: 3 clusters Score -2987402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -2987410.000000 Penalty: 5111.816406
	Iteration 71Q: 3 clusters Score -2987410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2987409.000000 Penalty: 5111.816406
	Iteration 72Q: 3 clusters Score -2987409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -2987404.500000 Penalty: 5111.816406
	Iteration 73Q: 3 clusters Score -2987404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -2987409.000000 Penalty: 5111.816406
	Iteration 74Q: 3 clusters Score -2987409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2987412.250000 Penalty: 5111.816406
	Iteration 75Q: 3 clusters Score -2987412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -2987412.000000 Penalty: 5111.816406
	Iteration 76Q: 3 clusters Score -2987412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2987413.500000 Penalty: 5111.816406
	Iteration 77Q: 3 clusters Score -2987414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -2987413.750000 Penalty: 5111.816406
	Iteration 78Q: 3 clusters Score -2987414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2987413.250000 Penalty: 5111.816406
	Iteration 79Q: 3 clusters Score -2987413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -2987419.250000 Penalty: 5111.816406
	Iteration 80F: 3 clusters Score -2987419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -2987427.750000 Penalty: 5111.816406
	Iteration 81Q: 3 clusters Score -2987428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2987431.500000 Penalty: 5111.816406
	Iteration 82Q: 3 clusters Score -2987432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2987431.750000 Penalty: 5111.816406
	Iteration 83Q: 3 clusters Score -2987432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2987434.250000 Penalty: 5111.816406
	Iteration 84Q: 3 clusters Score -2987434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -2987436.250000 Penalty: 5111.816406
	Iteration 85Q: 3 clusters Score -2987436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -2987436.750000 Penalty: 5111.816406
	Iteration 86Q: 3 clusters Score -2987437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -2987439.250000 Penalty: 5111.816406
	Iteration 87Q: 3 clusters Score -2987439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -2987443.000000 Penalty: 5111.816406
	Iteration 88Q: 3 clusters Score -2987443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -2987445.750000 Penalty: 5111.816406
	Iteration 89Q: 3 clusters Score -2987446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -2987447.250000 Penalty: 5111.816406
	Iteration 90Q: 3 clusters Score -2987447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2987444.250000 Penalty: 5111.816406
	Iteration 91Q: 3 clusters Score -2987444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -2987445.750000 Penalty: 5111.816406
	Iteration 92Q: 3 clusters Score -2987446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -2987448.500000 Penalty: 5111.816406
	Iteration 93Q: 3 clusters Score -2987448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2987453.750000 Penalty: 5111.816406
	Iteration 94Q: 3 clusters Score -2987454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -2987455.500000 Penalty: 5111.816406
	Iteration 95Q: 3 clusters Score -2987456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -2987456.000000 Penalty: 5111.816406
	Iteration 96Q: 3 clusters Score -2987456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -2987456.000000 Penalty: 5111.816406
	Iteration 97F: 3 clusters Score -2987456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Entering Unmasked Estep 
Score: -4359462.000000 Penalty: 2655.266846
	Iteration 0F: 2 clusters Score -4359462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4329306.500000 Penalty: 5310.533691
	Iteration 0F: 3 clusters Score -4329306 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4341341.000000 Penalty: 5310.533691
	Iteration 1F: 3 clusters Score -4341341 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4342852.500000 Penalty: 5310.533691
	Iteration 2F: 3 clusters Score -4342852 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4344817.500000 Penalty: 5310.533691
	Iteration 3F: 3 clusters Score -4344818 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4347433.000000 Penalty: 5310.533691
	Iteration 4F: 3 clusters Score -4347433 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4350498.000000 Penalty: 5310.533691
	Iteration 5F: 3 clusters Score -4350498 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4353153.500000 Penalty: 5310.533691
	Iteration 6F: 3 clusters Score -4353154 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4355023.500000 Penalty: 5310.533691
	Iteration 7F: 3 clusters Score -4355024 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4356084.500000 Penalty: 5310.533691
	Iteration 8Q: 3 clusters Score -4356084 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4356734.500000 Penalty: 5310.533691
	Iteration 9Q: 3 clusters Score -4356734 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4357139.500000 Penalty: 5310.533691
	Iteration 10Q: 3 clusters Score -4357140 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4357444.000000 Penalty: 5310.533691
	Iteration 11Q: 3 clusters Score -4357444 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4357680.000000 Penalty: 5310.533691
	Iteration 12Q: 3 clusters Score -4357680 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4357910.500000 Penalty: 5310.533691
	Iteration 13Q: 3 clusters Score -4357910 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4358153.500000 Penalty: 5310.533691
	Iteration 14Q: 3 clusters Score -4358154 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4358331.500000 Penalty: 5310.533691
	Iteration 15Q: 3 clusters Score -4358332 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4358480.500000 Penalty: 5310.533691
	Iteration 16Q: 3 clusters Score -4358480 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4358615.500000 Penalty: 5310.533691
	Iteration 17Q: 3 clusters Score -4358616 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4358727.500000 Penalty: 5310.533691
	Iteration 18Q: 3 clusters Score -4358728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4358818.000000 Penalty: 5310.533691
	Iteration 19Q: 3 clusters Score -4358818 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4358892.500000 Penalty: 5310.533691
	Iteration 20F: 3 clusters Score -4358892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4358962.000000 Penalty: 5310.533691
	Iteration 21Q: 3 clusters Score -4358962 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4359030.500000 Penalty: 5310.533691
	Iteration 22Q: 3 clusters Score -4359030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -4359065.500000 Penalty: 5310.533691
	Iteration 23Q: 3 clusters Score -4359066 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -4359112.000000 Penalty: 5310.533691
	Iteration 24Q: 3 clusters Score -4359112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4359132.000000 Penalty: 5310.533691
	Iteration 25Q: 3 clusters Score -4359132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -4359168.500000 Penalty: 5310.533691
	Iteration 26Q: 3 clusters Score -4359168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4359193.000000 Penalty: 5310.533691
	Iteration 27Q: 3 clusters Score -4359193 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -4359183.500000 Penalty: 5310.533691
	Iteration 28Q: 3 clusters Score -4359184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -4359209.000000 Penalty: 5310.533691
	Iteration 29Q: 3 clusters Score -4359209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4359228.000000 Penalty: 5310.533691
	Iteration 30Q: 3 clusters Score -4359228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4359244.000000 Penalty: 5310.533691
	Iteration 31Q: 3 clusters Score -4359244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4359249.500000 Penalty: 5310.533691
	Iteration 32Q: 3 clusters Score -4359250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4359260.500000 Penalty: 5310.533691
	Iteration 33Q: 3 clusters Score -4359260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4359270.500000 Penalty: 5310.533691
	Iteration 34Q: 3 clusters Score -4359270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4359264.000000 Penalty: 5310.533691
	Iteration 35Q: 3 clusters Score -4359264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -4359276.500000 Penalty: 5310.533691
	Iteration 36Q: 3 clusters Score -4359276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4359278.000000 Penalty: 5310.533691
	Iteration 37Q: 3 clusters Score -4359278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4359297.000000 Penalty: 5310.533691
	Iteration 38Q: 3 clusters Score -4359297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -4359303.000000 Penalty: 5310.533691
	Iteration 39Q: 3 clusters Score -4359303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -4359304.500000 Penalty: 5310.533691
	Iteration 40F: 3 clusters Score -4359304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -4359310.000000 Penalty: 5310.533691
	Iteration 41Q: 3 clusters Score -4359310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4359302.000000 Penalty: 5310.533691
	Iteration 42Q: 3 clusters Score -4359302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -4359307.000000 Penalty: 5310.533691
	Iteration 43Q: 3 clusters Score -4359307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -4359307.500000 Penalty: 5310.533691
	Iteration 44Q: 3 clusters Score -4359308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -4359311.000000 Penalty: 5310.533691
	Iteration 45Q: 3 clusters Score -4359311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -4359313.500000 Penalty: 5310.533691
	Iteration 46Q: 3 clusters Score -4359314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -4359319.500000 Penalty: 5310.533691
	Iteration 47Q: 3 clusters Score -4359320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -4359317.500000 Penalty: 5310.533691
	Iteration 48Q: 3 clusters Score -4359318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -4359317.500000 Penalty: 5310.533691
	Iteration 49F: 3 clusters Score -4359318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -287567.343750 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -287567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284459.687500 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -284459.7 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -285156.750000 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -285156.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -285476.593750 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -285476.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -285817.562500 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -285817.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286166.093750 Penalty: 3958.600586
	Iteration 4F: 3 clusters Score -286166.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -286459.531250 Penalty: 3958.600586
	Iteration 5F: 3 clusters Score -286459.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286641.625000 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -286641.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286727.875000 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -286727.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286772.656250 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -286772.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286807.187500 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -286807.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286833.375000 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -286833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286848.093750 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -286848.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -286856.093750 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -286856.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286860.156250 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -286860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286863.343750 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -286863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286866.125000 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -286866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286868.093750 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -286868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -286868.500000 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -286868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -286868.500000 Penalty: 3958.600586
	Iteration 18F: 3 clusters Score -286868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -513653.468750 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -513653.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -508767.375000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -508767.4 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -510192.968750 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -510193 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -510578.062500 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -510578.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -510941.750000 Penalty: 4283.212891
	Iteration 3F: 3 clusters Score -510941.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -511348.562500 Penalty: 4283.212891
	Iteration 4F: 3 clusters Score -511348.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -511803.875000 Penalty: 4283.212891
	Iteration 5F: 3 clusters Score -511803.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -512286.531250 Penalty: 4283.212891
	Iteration 6F: 3 clusters Score -512286.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -512650.625000 Penalty: 4283.212891
	Iteration 7F: 3 clusters Score -512650.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -512870.312500 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -512870.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -512998.000000 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -512998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -513087.812500 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -513087.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -513138.875000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -513138.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -513175.312500 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -513175.3 nChanged 55
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: -513213.281250 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -513213.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -513232.156250 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -513232.2 nChanged 31
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: -513247.968750 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -513248 nChanged 30
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: -513268.656250 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -513268.7 nChanged 25
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: -513284.750000 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -513284.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -513303.593750 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -513303.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -513314.625000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -513314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -513321.187500 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -513321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -513325.625000 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -513325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -513327.062500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -513327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -513329.156250 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -513329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -513329.375000 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -513329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513330.187500 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -513330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -513330.718750 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -513330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -513332.187500 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -513332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -513332.625000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -513332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -513333.781250 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -513333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -513335.187500 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -513335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -513337.406250 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -513337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -513338.843750 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -513338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513342.218750 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -513342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513344.187500 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -513344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -513346.062500 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -513346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -513346.875000 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -513346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513348.093750 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -513348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513349.718750 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -513349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -513350.031250 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -513350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -513350.812500 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -513350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -520475.531250 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -520475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -515512.156250 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -515512.2 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -516952.531250 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -516952.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -517410.687500 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -517410.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -517894.187500 Penalty: 4298.144043
	Iteration 3F: 3 clusters Score -517894.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -518349.656250 Penalty: 4298.144043
	Iteration 4F: 3 clusters Score -518349.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -518787.218750 Penalty: 4298.144043
	Iteration 5F: 3 clusters Score -518787.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -519155.531250 Penalty: 4298.144043
	Iteration 6F: 3 clusters Score -519155.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -519471.281250 Penalty: 4298.144043
	Iteration 7Q: 3 clusters Score -519471.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -519707.750000 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -519707.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -519821.875000 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -519821.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -519897.125000 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -519897.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -519959.031250 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -519959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -520004.531250 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -520004.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -520052.562500 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -520052.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -520110.375000 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -520110.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -520168.781250 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -520168.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -520219.437500 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -520219.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -520263.562500 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -520263.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -520303.562500 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -520303.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -520332.781250 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -520332.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -520365.937500 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -520365.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -520408.156250 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -520408.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -520433.218750 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -520433.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -520452.281250 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -520452.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -520478.125000 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -520478.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -520499.468750 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -520499.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -520522.687500 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -520522.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -520546.281250 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -520546.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -520567.625000 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -520567.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -520592.312500 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -520592.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -520616.031250 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -520616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -520631.156250 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -520631.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -520645.500000 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -520645.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -520657.812500 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -520657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -520669.843750 Penalty: 4298.144043
	Iteration 34Q: 3 clusters Score -520669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -520684.593750 Penalty: 4298.144043
	Iteration 35Q: 3 clusters Score -520684.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -520703.250000 Penalty: 4298.144043
	Iteration 36Q: 3 clusters Score -520703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -520710.593750 Penalty: 4298.144043
	Iteration 37Q: 3 clusters Score -520710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -520718.156250 Penalty: 4298.144043
	Iteration 38Q: 3 clusters Score -520718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -520734.812500 Penalty: 4298.144043
	Iteration 39Q: 3 clusters Score -520734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -520751.906250 Penalty: 4298.144043
	Iteration 40F: 3 clusters Score -520751.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -520767.562500 Penalty: 4298.144043
	Iteration 41Q: 3 clusters Score -520767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -520782.312500 Penalty: 4298.144043
	Iteration 42Q: 3 clusters Score -520782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -520797.281250 Penalty: 4298.144043
	Iteration 43Q: 3 clusters Score -520797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -520815.562500 Penalty: 4298.144043
	Iteration 44Q: 3 clusters Score -520815.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -520830.000000 Penalty: 4298.144043
	Iteration 45Q: 3 clusters Score -520830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -520842.437500 Penalty: 4298.144043
	Iteration 46Q: 3 clusters Score -520842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -520849.031250 Penalty: 4298.144043
	Iteration 47Q: 3 clusters Score -520849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -520851.687500 Penalty: 4298.144043
	Iteration 48Q: 3 clusters Score -520851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -520857.093750 Penalty: 4298.144043
	Iteration 49Q: 3 clusters Score -520857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -520857.562500 Penalty: 4298.144043
	Iteration 50Q: 3 clusters Score -520857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -520859.687500 Penalty: 4298.144043
	Iteration 51Q: 3 clusters Score -520859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -520862.312500 Penalty: 4298.144043
	Iteration 52Q: 3 clusters Score -520862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -520864.406250 Penalty: 4298.144043
	Iteration 53Q: 3 clusters Score -520864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -520868.031250 Penalty: 4298.144043
	Iteration 54Q: 3 clusters Score -520868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -520871.500000 Penalty: 4298.144043
	Iteration 55Q: 3 clusters Score -520871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -520873.812500 Penalty: 4298.144043
	Iteration 56Q: 3 clusters Score -520873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -520874.781250 Penalty: 4298.144043
	Iteration 57Q: 3 clusters Score -520874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -520874.812500 Penalty: 4298.144043
	Iteration 58Q: 3 clusters Score -520874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -520874.812500 Penalty: 4298.144043
	Iteration 59F: 3 clusters Score -520874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 743 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19430 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10895 members 
Mstep: Class 43 contains 5057 members 
Entering Unmasked Estep 
Score: -58957824.000000 Penalty: 142338.593750
Splitting cluster 10 changes total score from -58958700.000000 to -58957824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -653730.562500 Penalty: 2185.178711
	Iteration 0F: 2 clusters Score -653730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -648081.750000 Penalty: 4370.357422
	Iteration 0F: 3 clusters Score -648081.8 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -649570.875000 Penalty: 4370.357422
	Iteration 1F: 3 clusters Score -649570.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -649853.562500 Penalty: 4370.357422
	Iteration 2F: 3 clusters Score -649853.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -650047.687500 Penalty: 4370.357422
	Iteration 3F: 3 clusters Score -650047.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -650185.750000 Penalty: 4370.357422
	Iteration 4Q: 3 clusters Score -650185.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -650275.875000 Penalty: 4370.357422
	Iteration 5Q: 3 clusters Score -650275.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -650345.187500 Penalty: 4370.357422
	Iteration 6Q: 3 clusters Score -650345.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -650397.187500 Penalty: 4370.357422
	Iteration 7Q: 3 clusters Score -650397.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -650455.625000 Penalty: 4370.357422
	Iteration 8Q: 3 clusters Score -650455.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -650504.812500 Penalty: 4370.357422
	Iteration 9Q: 3 clusters Score -650504.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -650545.312500 Penalty: 4370.357422
	Iteration 10Q: 3 clusters Score -650545.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -650587.062500 Penalty: 4370.357422
	Iteration 11Q: 3 clusters Score -650587.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -650634.500000 Penalty: 4370.357422
	Iteration 12Q: 3 clusters Score -650634.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -650680.312500 Penalty: 4370.357422
	Iteration 13Q: 3 clusters Score -650680.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -650723.500000 Penalty: 4370.357422
	Iteration 14Q: 3 clusters Score -650723.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -650765.062500 Penalty: 4370.357422
	Iteration 15Q: 3 clusters Score -650765.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -650813.125000 Penalty: 4370.357422
	Iteration 16Q: 3 clusters Score -650813.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -650864.625000 Penalty: 4370.357422
	Iteration 17Q: 3 clusters Score -650864.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -650923.250000 Penalty: 4370.357422
	Iteration 18Q: 3 clusters Score -650923.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -650988.687500 Penalty: 4370.357422
	Iteration 19Q: 3 clusters Score -650988.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -651065.875000 Penalty: 4370.357422
	Iteration 20F: 3 clusters Score -651065.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -651156.812500 Penalty: 4370.357422
	Iteration 21Q: 3 clusters Score -651156.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -651273.500000 Penalty: 4370.357422
	Iteration 22Q: 3 clusters Score -651273.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -651412.625000 Penalty: 4370.357422
	Iteration 23Q: 3 clusters Score -651412.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -651538.187500 Penalty: 4370.357422
	Iteration 24Q: 3 clusters Score -651538.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -651639.312500 Penalty: 4370.357422
	Iteration 25Q: 3 clusters Score -651639.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -651726.000000 Penalty: 4370.357422
	Iteration 26Q: 3 clusters Score -651726 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -651795.062500 Penalty: 4370.357422
	Iteration 27Q: 3 clusters Score -651795.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -651844.500000 Penalty: 4370.357422
	Iteration 28Q: 3 clusters Score -651844.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -651886.687500 Penalty: 4370.357422
	Iteration 29Q: 3 clusters Score -651886.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -651910.250000 Penalty: 4370.357422
	Iteration 30Q: 3 clusters Score -651910.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -651933.812500 Penalty: 4370.357422
	Iteration 31Q: 3 clusters Score -651933.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -651948.000000 Penalty: 4370.357422
	Iteration 32Q: 3 clusters Score -651948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -651960.312500 Penalty: 4370.357422
	Iteration 33Q: 3 clusters Score -651960.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -651967.375000 Penalty: 4370.357422
	Iteration 34Q: 3 clusters Score -651967.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -651974.062500 Penalty: 4370.357422
	Iteration 35Q: 3 clusters Score -651974.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -651981.500000 Penalty: 4370.357422
	Iteration 36Q: 3 clusters Score -651981.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -651990.625000 Penalty: 4370.357422
	Iteration 37Q: 3 clusters Score -651990.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -652000.187500 Penalty: 4370.357422
	Iteration 38Q: 3 clusters Score -652000.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -652008.750000 Penalty: 4370.357422
	Iteration 39Q: 3 clusters Score -652008.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -652013.812500 Penalty: 4370.357422
	Iteration 40F: 3 clusters Score -652013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -652016.000000 Penalty: 4370.357422
	Iteration 41Q: 3 clusters Score -652016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -652022.812500 Penalty: 4370.357422
	Iteration 42Q: 3 clusters Score -652022.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -652026.875000 Penalty: 4370.357422
	Iteration 43Q: 3 clusters Score -652026.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -652031.312500 Penalty: 4370.357422
	Iteration 44Q: 3 clusters Score -652031.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -652037.500000 Penalty: 4370.357422
	Iteration 45Q: 3 clusters Score -652037.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -652042.687500 Penalty: 4370.357422
	Iteration 46Q: 3 clusters Score -652042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -652047.125000 Penalty: 4370.357422
	Iteration 47Q: 3 clusters Score -652047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -652048.750000 Penalty: 4370.357422
	Iteration 48Q: 3 clusters Score -652048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -652052.000000 Penalty: 4370.357422
	Iteration 49Q: 3 clusters Score -652052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -652052.000000 Penalty: 4370.357422
	Iteration 50Q: 3 clusters Score -652052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -652052.000000 Penalty: 4370.357422
	Iteration 51F: 3 clusters Score -652052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Entering Unmasked Estep 
Score: -6182651.500000 Penalty: 2734.664551
	Iteration 0F: 2 clusters Score -6182652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -6141198.500000 Penalty: 5469.329102
	Iteration 0F: 3 clusters Score -6141198 nChanged 28726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -6157748.500000 Penalty: 5469.329102
	Iteration 1F: 3 clusters Score -6157748 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6158907.000000 Penalty: 5469.329102
	Iteration 2Q: 3 clusters Score -6158907 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -6160713.500000 Penalty: 5469.329102
	Iteration 3F: 3 clusters Score -6160714 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -6163335.000000 Penalty: 5469.329102
	Iteration 4F: 3 clusters Score -6163335 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -6166537.000000 Penalty: 5469.329102
	Iteration 5F: 3 clusters Score -6166537 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -6169668.500000 Penalty: 5469.329102
	Iteration 6F: 3 clusters Score -6169668 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -6172022.500000 Penalty: 5469.329102
	Iteration 7F: 3 clusters Score -6172022 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6173480.500000 Penalty: 5469.329102
	Iteration 8Q: 3 clusters Score -6173480 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -6174460.500000 Penalty: 5469.329102
	Iteration 9Q: 3 clusters Score -6174460 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -6175180.000000 Penalty: 5469.329102
	Iteration 10Q: 3 clusters Score -6175180 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6175720.000000 Penalty: 5469.329102
	Iteration 11Q: 3 clusters Score -6175720 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6176217.500000 Penalty: 5469.329102
	Iteration 12Q: 3 clusters Score -6176218 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -6176641.000000 Penalty: 5469.329102
	Iteration 13Q: 3 clusters Score -6176641 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6176974.500000 Penalty: 5469.329102
	Iteration 14Q: 3 clusters Score -6176974 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6177317.500000 Penalty: 5469.329102
	Iteration 15Q: 3 clusters Score -6177318 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -6177526.000000 Penalty: 5469.329102
	Iteration 16Q: 3 clusters Score -6177526 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -6177738.500000 Penalty: 5469.329102
	Iteration 17Q: 3 clusters Score -6177738 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6177873.500000 Penalty: 5469.329102
	Iteration 18Q: 3 clusters Score -6177874 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -6177979.000000 Penalty: 5469.329102
	Iteration 19Q: 3 clusters Score -6177979 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -6178122.500000 Penalty: 5469.329102
	Iteration 20F: 3 clusters Score -6178122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -6178224.500000 Penalty: 5469.329102
	Iteration 21Q: 3 clusters Score -6178224 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6178345.000000 Penalty: 5469.329102
	Iteration 22Q: 3 clusters Score -6178345 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -6178446.500000 Penalty: 5469.329102
	Iteration 23Q: 3 clusters Score -6178446 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -6178571.500000 Penalty: 5469.329102
	Iteration 24Q: 3 clusters Score -6178572 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6178700.000000 Penalty: 5469.329102
	Iteration 25Q: 3 clusters Score -6178700 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6178778.500000 Penalty: 5469.329102
	Iteration 26Q: 3 clusters Score -6178778 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -6178859.000000 Penalty: 5469.329102
	Iteration 27Q: 3 clusters Score -6178859 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -6178976.000000 Penalty: 5469.329102
	Iteration 28Q: 3 clusters Score -6178976 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6179108.500000 Penalty: 5469.329102
	Iteration 29Q: 3 clusters Score -6179108 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -6179209.000000 Penalty: 5469.329102
	Iteration 30Q: 3 clusters Score -6179209 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6179288.500000 Penalty: 5469.329102
	Iteration 31Q: 3 clusters Score -6179288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -6179361.000000 Penalty: 5469.329102
	Iteration 32Q: 3 clusters Score -6179361 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -6179402.000000 Penalty: 5469.329102
	Iteration 33Q: 3 clusters Score -6179402 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -6179460.000000 Penalty: 5469.329102
	Iteration 34Q: 3 clusters Score -6179460 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -6179523.000000 Penalty: 5469.329102
	Iteration 35Q: 3 clusters Score -6179523 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -6179559.000000 Penalty: 5469.329102
	Iteration 36Q: 3 clusters Score -6179559 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -6179586.000000 Penalty: 5469.329102
	Iteration 37Q: 3 clusters Score -6179586 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -6179628.000000 Penalty: 5469.329102
	Iteration 38Q: 3 clusters Score -6179628 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -6179699.000000 Penalty: 5469.329102
	Iteration 39Q: 3 clusters Score -6179699 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -6179742.500000 Penalty: 5469.329102
	Iteration 40F: 3 clusters Score -6179742 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -6179784.500000 Penalty: 5469.329102
	Iteration 41Q: 3 clusters Score -6179784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -6179801.500000 Penalty: 5469.329102
	Iteration 42Q: 3 clusters Score -6179802 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -6179843.500000 Penalty: 5469.329102
	Iteration 43Q: 3 clusters Score -6179844 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -6179888.500000 Penalty: 5469.329102
	Iteration 44Q: 3 clusters Score -6179888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -6179927.500000 Penalty: 5469.329102
	Iteration 45Q: 3 clusters Score -6179928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -6179943.000000 Penalty: 5469.329102
	Iteration 46Q: 3 clusters Score -6179943 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -6179982.000000 Penalty: 5469.329102
	Iteration 47Q: 3 clusters Score -6179982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -6180025.000000 Penalty: 5469.329102
	Iteration 48Q: 3 clusters Score -6180025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -6180037.000000 Penalty: 5469.329102
	Iteration 49Q: 3 clusters Score -6180037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -6180062.500000 Penalty: 5469.329102
	Iteration 50Q: 3 clusters Score -6180062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -6180077.500000 Penalty: 5469.329102
	Iteration 51Q: 3 clusters Score -6180078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -6180109.500000 Penalty: 5469.329102
	Iteration 52Q: 3 clusters Score -6180110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -6180130.000000 Penalty: 5469.329102
	Iteration 53Q: 3 clusters Score -6180130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -6180150.000000 Penalty: 5469.329102
	Iteration 54Q: 3 clusters Score -6180150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -6180148.000000 Penalty: 5469.329102
	Iteration 55Q: 3 clusters Score -6180148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -6180165.000000 Penalty: 5469.329102
	Iteration 56Q: 3 clusters Score -6180165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -6180173.000000 Penalty: 5469.329102
	Iteration 57Q: 3 clusters Score -6180173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -6180182.500000 Penalty: 5469.329102
	Iteration 58Q: 3 clusters Score -6180182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6180203.500000 Penalty: 5469.329102
	Iteration 59Q: 3 clusters Score -6180204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -6180213.500000 Penalty: 5469.329102
	Iteration 60F: 3 clusters Score -6180214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -6180211.500000 Penalty: 5469.329102
	Iteration 61Q: 3 clusters Score -6180212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -6180242.000000 Penalty: 5469.329102
	Iteration 62Q: 3 clusters Score -6180242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -6180255.500000 Penalty: 5469.329102
	Iteration 63Q: 3 clusters Score -6180256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -6180265.500000 Penalty: 5469.329102
	Iteration 64Q: 3 clusters Score -6180266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -6180290.000000 Penalty: 5469.329102
	Iteration 65Q: 3 clusters Score -6180290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -6180292.500000 Penalty: 5469.329102
	Iteration 66Q: 3 clusters Score -6180292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -6180297.000000 Penalty: 5469.329102
	Iteration 67Q: 3 clusters Score -6180297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -6180297.500000 Penalty: 5469.329102
	Iteration 68Q: 3 clusters Score -6180298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -6180306.000000 Penalty: 5469.329102
	Iteration 69Q: 3 clusters Score -6180306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -6180318.000000 Penalty: 5469.329102
	Iteration 70Q: 3 clusters Score -6180318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -6180326.500000 Penalty: 5469.329102
	Iteration 71Q: 3 clusters Score -6180326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -6180337.500000 Penalty: 5469.329102
	Iteration 72Q: 3 clusters Score -6180338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -6180337.500000 Penalty: 5469.329102
	Iteration 73Q: 3 clusters Score -6180338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -6180349.500000 Penalty: 5469.329102
	Iteration 74Q: 3 clusters Score -6180350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -6180352.500000 Penalty: 5469.329102
	Iteration 75Q: 3 clusters Score -6180352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6180351.000000 Penalty: 5469.329102
	Iteration 76Q: 3 clusters Score -6180351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -6180353.000000 Penalty: 5469.329102
	Iteration 77Q: 3 clusters Score -6180353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -6180359.000000 Penalty: 5469.329102
	Iteration 78Q: 3 clusters Score -6180359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -6180359.000000 Penalty: 5469.329102
	Iteration 79Q: 3 clusters Score -6180359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -6180366.000000 Penalty: 5469.329102
	Iteration 80F: 3 clusters Score -6180366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -6180371.000000 Penalty: 5469.329102
	Iteration 81Q: 3 clusters Score -6180371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -6180375.000000 Penalty: 5469.329102
	Iteration 82Q: 3 clusters Score -6180375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -6180375.000000 Penalty: 5469.329102
	Iteration 83Q: 3 clusters Score -6180375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -6180371.000000 Penalty: 5469.329102
	Iteration 84Q: 3 clusters Score -6180371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -6180379.000000 Penalty: 5469.329102
	Iteration 85Q: 3 clusters Score -6180379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -6180377.500000 Penalty: 5469.329102
	Iteration 86Q: 3 clusters Score -6180378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -6180386.000000 Penalty: 5469.329102
	Iteration 87Q: 3 clusters Score -6180386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -6180384.500000 Penalty: 5469.329102
	Iteration 88Q: 3 clusters Score -6180384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -6180386.000000 Penalty: 5469.329102
	Iteration 89Q: 3 clusters Score -6180386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -6180392.000000 Penalty: 5469.329102
	Iteration 90Q: 3 clusters Score -6180392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -6180392.000000 Penalty: 5469.329102
	Iteration 91Q: 3 clusters Score -6180392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -6180397.000000 Penalty: 5469.329102
	Iteration 92Q: 3 clusters Score -6180397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -6180407.500000 Penalty: 5469.329102
	Iteration 93Q: 3 clusters Score -6180408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -6180405.500000 Penalty: 5469.329102
	Iteration 94Q: 3 clusters Score -6180406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -6180413.000000 Penalty: 5469.329102
	Iteration 95Q: 3 clusters Score -6180413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -6180411.500000 Penalty: 5469.329102
	Iteration 96Q: 3 clusters Score -6180412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -6180409.000000 Penalty: 5469.329102
	Iteration 97Q: 3 clusters Score -6180409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -6180411.500000 Penalty: 5469.329102
	Iteration 98Q: 3 clusters Score -6180412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -6180406.500000 Penalty: 5469.329102
	Iteration 99Q: 3 clusters Score -6180406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -6180408.500000 Penalty: 5469.329102
	Iteration 100F: 3 clusters Score -6180408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -6180405.000000 Penalty: 5469.329102
	Iteration 101Q: 3 clusters Score -6180405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -6180409.500000 Penalty: 5469.329102
	Iteration 102Q: 3 clusters Score -6180410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -6180410.500000 Penalty: 5469.329102
	Iteration 103Q: 3 clusters Score -6180410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -6180408.500000 Penalty: 5469.329102
	Iteration 104Q: 3 clusters Score -6180408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -6180413.500000 Penalty: 5469.329102
	Iteration 105Q: 3 clusters Score -6180414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -6180413.500000 Penalty: 5469.329102
	Iteration 106F: 3 clusters Score -6180414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Entering Unmasked Estep 
Score: -1418796.250000 Penalty: 2386.712158
	Iteration 0F: 2 clusters Score -1418796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1407921.000000 Penalty: 4773.424316
	Iteration 0F: 3 clusters Score -1407921 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1411459.500000 Penalty: 4773.424316
	Iteration 1F: 3 clusters Score -1411460 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1411998.000000 Penalty: 4773.424316
	Iteration 2F: 3 clusters Score -1411998 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1412638.375000 Penalty: 4773.424316
	Iteration 3F: 3 clusters Score -1412638 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1413490.000000 Penalty: 4773.424316
	Iteration 4F: 3 clusters Score -1413490 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1414596.750000 Penalty: 4773.424316
	Iteration 5F: 3 clusters Score -1414597 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1415595.750000 Penalty: 4773.424316
	Iteration 6F: 3 clusters Score -1415596 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1416337.000000 Penalty: 4773.424316
	Iteration 7F: 3 clusters Score -1416337 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1416785.875000 Penalty: 4773.424316
	Iteration 8Q: 3 clusters Score -1416786 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1416999.375000 Penalty: 4773.424316
	Iteration 9Q: 3 clusters Score -1416999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1417118.625000 Penalty: 4773.424316
	Iteration 10Q: 3 clusters Score -1417119 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1417174.750000 Penalty: 4773.424316
	Iteration 11Q: 3 clusters Score -1417175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1417207.250000 Penalty: 4773.424316
	Iteration 12Q: 3 clusters Score -1417207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1417238.375000 Penalty: 4773.424316
	Iteration 13Q: 3 clusters Score -1417238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1417250.875000 Penalty: 4773.424316
	Iteration 14Q: 3 clusters Score -1417251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1417267.000000 Penalty: 4773.424316
	Iteration 15Q: 3 clusters Score -1417267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1417270.125000 Penalty: 4773.424316
	Iteration 16Q: 3 clusters Score -1417270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1417281.375000 Penalty: 4773.424316
	Iteration 17Q: 3 clusters Score -1417281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1417285.625000 Penalty: 4773.424316
	Iteration 18Q: 3 clusters Score -1417286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1417287.125000 Penalty: 4773.424316
	Iteration 19Q: 3 clusters Score -1417287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1417293.750000 Penalty: 4773.424316
	Iteration 20F: 3 clusters Score -1417294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1417294.375000 Penalty: 4773.424316
	Iteration 21Q: 3 clusters Score -1417294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1417292.125000 Penalty: 4773.424316
	Iteration 22Q: 3 clusters Score -1417292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1417300.500000 Penalty: 4773.424316
	Iteration 23Q: 3 clusters Score -1417300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1417300.750000 Penalty: 4773.424316
	Iteration 24Q: 3 clusters Score -1417301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1417299.000000 Penalty: 4773.424316
	Iteration 25Q: 3 clusters Score -1417299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1417300.625000 Penalty: 4773.424316
	Iteration 26Q: 3 clusters Score -1417301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1417301.125000 Penalty: 4773.424316
	Iteration 27Q: 3 clusters Score -1417301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1417308.000000 Penalty: 4773.424316
	Iteration 28Q: 3 clusters Score -1417308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1417305.875000 Penalty: 4773.424316
	Iteration 29Q: 3 clusters Score -1417306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1417305.375000 Penalty: 4773.424316
	Iteration 30Q: 3 clusters Score -1417305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1417309.125000 Penalty: 4773.424316
	Iteration 31Q: 3 clusters Score -1417309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1417312.125000 Penalty: 4773.424316
	Iteration 32Q: 3 clusters Score -1417312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1417313.375000 Penalty: 4773.424316
	Iteration 33Q: 3 clusters Score -1417313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1417315.875000 Penalty: 4773.424316
	Iteration 34Q: 3 clusters Score -1417316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1417317.375000 Penalty: 4773.424316
	Iteration 35Q: 3 clusters Score -1417317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1417319.875000 Penalty: 4773.424316
	Iteration 36Q: 3 clusters Score -1417320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1417319.500000 Penalty: 4773.424316
	Iteration 37Q: 3 clusters Score -1417320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1417322.750000 Penalty: 4773.424316
	Iteration 38Q: 3 clusters Score -1417323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1417325.250000 Penalty: 4773.424316
	Iteration 39Q: 3 clusters Score -1417325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1417324.125000 Penalty: 4773.424316
	Iteration 40F: 3 clusters Score -1417324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1417324.750000 Penalty: 4773.424316
	Iteration 41Q: 3 clusters Score -1417325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1417324.500000 Penalty: 4773.424316
	Iteration 42Q: 3 clusters Score -1417324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1417324.000000 Penalty: 4773.424316
	Iteration 43Q: 3 clusters Score -1417324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1417326.125000 Penalty: 4773.424316
	Iteration 44Q: 3 clusters Score -1417326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1417321.750000 Penalty: 4773.424316
	Iteration 45Q: 3 clusters Score -1417322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1417325.375000 Penalty: 4773.424316
	Iteration 46Q: 3 clusters Score -1417325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1417326.250000 Penalty: 4773.424316
	Iteration 47Q: 3 clusters Score -1417326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1417325.500000 Penalty: 4773.424316
	Iteration 48Q: 3 clusters Score -1417326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1417325.000000 Penalty: 4773.424316
	Iteration 49Q: 3 clusters Score -1417325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1417324.500000 Penalty: 4773.424316
	Iteration 50Q: 3 clusters Score -1417324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1417326.125000 Penalty: 4773.424316
	Iteration 51Q: 3 clusters Score -1417326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1417328.750000 Penalty: 4773.424316
	Iteration 52Q: 3 clusters Score -1417329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1417327.500000 Penalty: 4773.424316
	Iteration 53Q: 3 clusters Score -1417328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1417327.500000 Penalty: 4773.424316
	Iteration 54F: 3 clusters Score -1417328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -1834877.500000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -1834878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1821726.875000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -1821727 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1826128.625000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -1826129 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1826545.500000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -1826546 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1826904.250000 Penalty: 4878.528809
	Iteration 3Q: 3 clusters Score -1826904 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1827283.875000 Penalty: 4878.528809
	Iteration 4Q: 3 clusters Score -1827284 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1827724.375000 Penalty: 4878.528809
	Iteration 5Q: 3 clusters Score -1827724 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1828231.625000 Penalty: 4878.528809
	Iteration 6Q: 3 clusters Score -1828232 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1828775.750000 Penalty: 4878.528809
	Iteration 7Q: 3 clusters Score -1828776 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1829379.375000 Penalty: 4878.528809
	Iteration 8Q: 3 clusters Score -1829379 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1830001.250000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -1830001 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1830586.000000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -1830586 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1831108.500000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -1831108 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1831542.375000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -1831542 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1831851.875000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -1831852 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1832094.375000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -1832094 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1832293.750000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -1832294 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1832447.875000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -1832448 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1832580.750000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -1832581 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1832668.625000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -1832669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1832734.750000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -1832735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1832788.500000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -1832788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1832827.000000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -1832827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1832849.000000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -1832849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1832857.500000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -1832858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1832872.250000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -1832872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1832877.375000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -1832877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1832891.000000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -1832891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1832904.125000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -1832904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1832916.375000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -1832916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1832925.000000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -1832925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1832932.875000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -1832933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1832938.500000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -1832938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1832943.875000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -1832944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1832948.250000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -1832948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1832951.875000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -1832952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1832953.000000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -1832953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1832960.000000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -1832960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1832962.875000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -1832963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1832964.750000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -1832965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1832969.625000 Penalty: 4878.528809
	Iteration 39Q: 3 clusters Score -1832970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1832968.625000 Penalty: 4878.528809
	Iteration 40F: 3 clusters Score -1832969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1832972.625000 Penalty: 4878.528809
	Iteration 41Q: 3 clusters Score -1832973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1832971.250000 Penalty: 4878.528809
	Iteration 42Q: 3 clusters Score -1832971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1832974.500000 Penalty: 4878.528809
	Iteration 43Q: 3 clusters Score -1832974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1832975.125000 Penalty: 4878.528809
	Iteration 44Q: 3 clusters Score -1832975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1832977.250000 Penalty: 4878.528809
	Iteration 45Q: 3 clusters Score -1832977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1832975.000000 Penalty: 4878.528809
	Iteration 46Q: 3 clusters Score -1832975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1832979.875000 Penalty: 4878.528809
	Iteration 47Q: 3 clusters Score -1832980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1832980.875000 Penalty: 4878.528809
	Iteration 48Q: 3 clusters Score -1832981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1832982.750000 Penalty: 4878.528809
	Iteration 49Q: 3 clusters Score -1832983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1832982.250000 Penalty: 4878.528809
	Iteration 50Q: 3 clusters Score -1832982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1832983.375000 Penalty: 4878.528809
	Iteration 51Q: 3 clusters Score -1832983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1832983.375000 Penalty: 4878.528809
	Iteration 52F: 3 clusters Score -1832983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -1213219.500000 Penalty: 2347.104004
	Iteration 0F: 2 clusters Score -1213220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1203696.125000 Penalty: 4694.208008
	Iteration 0F: 3 clusters Score -1203696 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1206983.875000 Penalty: 4694.208008
	Iteration 1F: 3 clusters Score -1206984 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1207639.125000 Penalty: 4694.208008
	Iteration 2F: 3 clusters Score -1207639 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1208243.125000 Penalty: 4694.208008
	Iteration 3F: 3 clusters Score -1208243 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1208810.250000 Penalty: 4694.208008
	Iteration 4F: 3 clusters Score -1208810 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1209360.625000 Penalty: 4694.208008
	Iteration 5F: 3 clusters Score -1209361 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1209840.750000 Penalty: 4694.208008
	Iteration 6F: 3 clusters Score -1209841 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1210259.750000 Penalty: 4694.208008
	Iteration 7F: 3 clusters Score -1210260 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1210593.250000 Penalty: 4694.208008
	Iteration 8Q: 3 clusters Score -1210593 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1210861.000000 Penalty: 4694.208008
	Iteration 9Q: 3 clusters Score -1210861 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1211097.250000 Penalty: 4694.208008
	Iteration 10Q: 3 clusters Score -1211097 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1211300.500000 Penalty: 4694.208008
	Iteration 11Q: 3 clusters Score -1211300 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1211448.875000 Penalty: 4694.208008
	Iteration 12Q: 3 clusters Score -1211449 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1211558.125000 Penalty: 4694.208008
	Iteration 13Q: 3 clusters Score -1211558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1211625.250000 Penalty: 4694.208008
	Iteration 14Q: 3 clusters Score -1211625 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1211686.875000 Penalty: 4694.208008
	Iteration 15Q: 3 clusters Score -1211687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1211736.375000 Penalty: 4694.208008
	Iteration 16Q: 3 clusters Score -1211736 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1211784.000000 Penalty: 4694.208008
	Iteration 17Q: 3 clusters Score -1211784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1211807.875000 Penalty: 4694.208008
	Iteration 18Q: 3 clusters Score -1211808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1211837.000000 Penalty: 4694.208008
	Iteration 19Q: 3 clusters Score -1211837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1211871.125000 Penalty: 4694.208008
	Iteration 20F: 3 clusters Score -1211871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1211919.125000 Penalty: 4694.208008
	Iteration 21Q: 3 clusters Score -1211919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1211954.375000 Penalty: 4694.208008
	Iteration 22Q: 3 clusters Score -1211954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1211976.750000 Penalty: 4694.208008
	Iteration 23Q: 3 clusters Score -1211977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1212000.500000 Penalty: 4694.208008
	Iteration 24Q: 3 clusters Score -1212000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1212023.125000 Penalty: 4694.208008
	Iteration 25Q: 3 clusters Score -1212023 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1212043.625000 Penalty: 4694.208008
	Iteration 26Q: 3 clusters Score -1212044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1212064.625000 Penalty: 4694.208008
	Iteration 27Q: 3 clusters Score -1212065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1212090.875000 Penalty: 4694.208008
	Iteration 28Q: 3 clusters Score -1212091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1212105.750000 Penalty: 4694.208008
	Iteration 29Q: 3 clusters Score -1212106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1212116.000000 Penalty: 4694.208008
	Iteration 30Q: 3 clusters Score -1212116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1212121.625000 Penalty: 4694.208008
	Iteration 31Q: 3 clusters Score -1212122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1212134.500000 Penalty: 4694.208008
	Iteration 32Q: 3 clusters Score -1212134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1212135.000000 Penalty: 4694.208008
	Iteration 33Q: 3 clusters Score -1212135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1212135.375000 Penalty: 4694.208008
	Iteration 34Q: 3 clusters Score -1212135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1212135.750000 Penalty: 4694.208008
	Iteration 35Q: 3 clusters Score -1212136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1212139.625000 Penalty: 4694.208008
	Iteration 36Q: 3 clusters Score -1212140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1212143.750000 Penalty: 4694.208008
	Iteration 37Q: 3 clusters Score -1212144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1212147.375000 Penalty: 4694.208008
	Iteration 38Q: 3 clusters Score -1212147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1212146.625000 Penalty: 4694.208008
	Iteration 39Q: 3 clusters Score -1212147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1212154.250000 Penalty: 4694.208008
	Iteration 40F: 3 clusters Score -1212154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1212153.125000 Penalty: 4694.208008
	Iteration 41Q: 3 clusters Score -1212153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1212157.750000 Penalty: 4694.208008
	Iteration 42Q: 3 clusters Score -1212158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1212153.625000 Penalty: 4694.208008
	Iteration 43Q: 3 clusters Score -1212154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1212157.750000 Penalty: 4694.208008
	Iteration 44Q: 3 clusters Score -1212158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1212159.125000 Penalty: 4694.208008
	Iteration 45Q: 3 clusters Score -1212159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1212157.625000 Penalty: 4694.208008
	Iteration 46Q: 3 clusters Score -1212158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1212160.375000 Penalty: 4694.208008
	Iteration 47Q: 3 clusters Score -1212160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1212159.250000 Penalty: 4694.208008
	Iteration 48Q: 3 clusters Score -1212159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1212158.625000 Penalty: 4694.208008
	Iteration 49Q: 3 clusters Score -1212159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1212163.500000 Penalty: 4694.208008
	Iteration 50Q: 3 clusters Score -1212164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1212162.375000 Penalty: 4694.208008
	Iteration 51Q: 3 clusters Score -1212162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1212159.500000 Penalty: 4694.208008
	Iteration 52Q: 3 clusters Score -1212160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1212163.875000 Penalty: 4694.208008
	Iteration 53Q: 3 clusters Score -1212164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1212165.750000 Penalty: 4694.208008
	Iteration 54Q: 3 clusters Score -1212166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1212168.125000 Penalty: 4694.208008
	Iteration 55Q: 3 clusters Score -1212168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1212166.750000 Penalty: 4694.208008
	Iteration 56Q: 3 clusters Score -1212167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1212169.750000 Penalty: 4694.208008
	Iteration 57Q: 3 clusters Score -1212170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1212170.125000 Penalty: 4694.208008
	Iteration 58Q: 3 clusters Score -1212170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1212171.500000 Penalty: 4694.208008
	Iteration 59Q: 3 clusters Score -1212172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1212169.500000 Penalty: 4694.208008
	Iteration 60F: 3 clusters Score -1212170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1212171.250000 Penalty: 4694.208008
	Iteration 61Q: 3 clusters Score -1212171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1212171.125000 Penalty: 4694.208008
	Iteration 62Q: 3 clusters Score -1212171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1212169.500000 Penalty: 4694.208008
	Iteration 63Q: 3 clusters Score -1212170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1212170.125000 Penalty: 4694.208008
	Iteration 64Q: 3 clusters Score -1212170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1212173.000000 Penalty: 4694.208008
	Iteration 65Q: 3 clusters Score -1212173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1212173.000000 Penalty: 4694.208008
	Iteration 66Q: 3 clusters Score -1212173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1212173.750000 Penalty: 4694.208008
	Iteration 67Q: 3 clusters Score -1212174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1212172.875000 Penalty: 4694.208008
	Iteration 68Q: 3 clusters Score -1212173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1212172.250000 Penalty: 4694.208008
	Iteration 69Q: 3 clusters Score -1212172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1212175.875000 Penalty: 4694.208008
	Iteration 70Q: 3 clusters Score -1212176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1212173.375000 Penalty: 4694.208008
	Iteration 71Q: 3 clusters Score -1212173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1212175.625000 Penalty: 4694.208008
	Iteration 72Q: 3 clusters Score -1212176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1212177.125000 Penalty: 4694.208008
	Iteration 73Q: 3 clusters Score -1212177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1212181.125000 Penalty: 4694.208008
	Iteration 74Q: 3 clusters Score -1212181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1212181.125000 Penalty: 4694.208008
	Iteration 75Q: 3 clusters Score -1212181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1212180.500000 Penalty: 4694.208008
	Iteration 76Q: 3 clusters Score -1212180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1212180.500000 Penalty: 4694.208008
	Iteration 77F: 3 clusters Score -1212180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Entering Unmasked Estep 
Score: -1528020.125000 Penalty: 2396.125977
	Iteration 0F: 2 clusters Score -1528020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1516734.125000 Penalty: 4792.251953
	Iteration 0F: 3 clusters Score -1516734 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1520531.250000 Penalty: 4792.251953
	Iteration 1F: 3 clusters Score -1520531 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1521036.500000 Penalty: 4792.251953
	Iteration 2F: 3 clusters Score -1521036 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1521440.125000 Penalty: 4792.251953
	Iteration 3F: 3 clusters Score -1521440 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1521836.250000 Penalty: 4792.251953
	Iteration 4F: 3 clusters Score -1521836 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1522192.875000 Penalty: 4792.251953
	Iteration 5Q: 3 clusters Score -1522193 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1522545.125000 Penalty: 4792.251953
	Iteration 6Q: 3 clusters Score -1522545 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1522881.125000 Penalty: 4792.251953
	Iteration 7Q: 3 clusters Score -1522881 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1523213.625000 Penalty: 4792.251953
	Iteration 8Q: 3 clusters Score -1523214 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1523561.375000 Penalty: 4792.251953
	Iteration 9Q: 3 clusters Score -1523561 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1523922.000000 Penalty: 4792.251953
	Iteration 10Q: 3 clusters Score -1523922 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1524287.125000 Penalty: 4792.251953
	Iteration 11Q: 3 clusters Score -1524287 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1524615.625000 Penalty: 4792.251953
	Iteration 12Q: 3 clusters Score -1524616 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1524837.625000 Penalty: 4792.251953
	Iteration 13Q: 3 clusters Score -1524838 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1524976.875000 Penalty: 4792.251953
	Iteration 14Q: 3 clusters Score -1524977 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1525073.750000 Penalty: 4792.251953
	Iteration 15Q: 3 clusters Score -1525074 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1525138.875000 Penalty: 4792.251953
	Iteration 16Q: 3 clusters Score -1525139 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1525176.125000 Penalty: 4792.251953
	Iteration 17Q: 3 clusters Score -1525176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1525211.375000 Penalty: 4792.251953
	Iteration 18Q: 3 clusters Score -1525211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1525241.125000 Penalty: 4792.251953
	Iteration 19Q: 3 clusters Score -1525241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1525271.125000 Penalty: 4792.251953
	Iteration 20F: 3 clusters Score -1525271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1525306.000000 Penalty: 4792.251953
	Iteration 21Q: 3 clusters Score -1525306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1525333.750000 Penalty: 4792.251953
	Iteration 22Q: 3 clusters Score -1525334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1525355.625000 Penalty: 4792.251953
	Iteration 23Q: 3 clusters Score -1525356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1525374.125000 Penalty: 4792.251953
	Iteration 24Q: 3 clusters Score -1525374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1525386.875000 Penalty: 4792.251953
	Iteration 25Q: 3 clusters Score -1525387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1525406.250000 Penalty: 4792.251953
	Iteration 26Q: 3 clusters Score -1525406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1525423.000000 Penalty: 4792.251953
	Iteration 27Q: 3 clusters Score -1525423 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1525445.000000 Penalty: 4792.251953
	Iteration 28Q: 3 clusters Score -1525445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1525462.375000 Penalty: 4792.251953
	Iteration 29Q: 3 clusters Score -1525462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1525487.000000 Penalty: 4792.251953
	Iteration 30Q: 3 clusters Score -1525487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1525506.000000 Penalty: 4792.251953
	Iteration 31Q: 3 clusters Score -1525506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1525518.125000 Penalty: 4792.251953
	Iteration 32Q: 3 clusters Score -1525518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1525526.375000 Penalty: 4792.251953
	Iteration 33Q: 3 clusters Score -1525526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1525539.500000 Penalty: 4792.251953
	Iteration 34Q: 3 clusters Score -1525540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1525548.875000 Penalty: 4792.251953
	Iteration 35Q: 3 clusters Score -1525549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1525557.875000 Penalty: 4792.251953
	Iteration 36Q: 3 clusters Score -1525558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1525557.000000 Penalty: 4792.251953
	Iteration 37Q: 3 clusters Score -1525557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1525561.875000 Penalty: 4792.251953
	Iteration 38Q: 3 clusters Score -1525562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1525566.500000 Penalty: 4792.251953
	Iteration 39Q: 3 clusters Score -1525566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1525568.250000 Penalty: 4792.251953
	Iteration 40F: 3 clusters Score -1525568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1525569.250000 Penalty: 4792.251953
	Iteration 41Q: 3 clusters Score -1525569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1525574.750000 Penalty: 4792.251953
	Iteration 42Q: 3 clusters Score -1525575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1525585.125000 Penalty: 4792.251953
	Iteration 43Q: 3 clusters Score -1525585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1525585.750000 Penalty: 4792.251953
	Iteration 44Q: 3 clusters Score -1525586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1525593.625000 Penalty: 4792.251953
	Iteration 45Q: 3 clusters Score -1525594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1525601.125000 Penalty: 4792.251953
	Iteration 46Q: 3 clusters Score -1525601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1525606.250000 Penalty: 4792.251953
	Iteration 47Q: 3 clusters Score -1525606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1525602.125000 Penalty: 4792.251953
	Iteration 48Q: 3 clusters Score -1525602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1525607.500000 Penalty: 4792.251953
	Iteration 49Q: 3 clusters Score -1525608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1525609.875000 Penalty: 4792.251953
	Iteration 50Q: 3 clusters Score -1525610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1525612.750000 Penalty: 4792.251953
	Iteration 51Q: 3 clusters Score -1525613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1525620.500000 Penalty: 4792.251953
	Iteration 52Q: 3 clusters Score -1525620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1525622.500000 Penalty: 4792.251953
	Iteration 53Q: 3 clusters Score -1525622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1525625.000000 Penalty: 4792.251953
	Iteration 54Q: 3 clusters Score -1525625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1525623.750000 Penalty: 4792.251953
	Iteration 55Q: 3 clusters Score -1525624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1525630.000000 Penalty: 4792.251953
	Iteration 56Q: 3 clusters Score -1525630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1525626.625000 Penalty: 4792.251953
	Iteration 57Q: 3 clusters Score -1525627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1525628.375000 Penalty: 4792.251953
	Iteration 58Q: 3 clusters Score -1525628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1525635.625000 Penalty: 4792.251953
	Iteration 59Q: 3 clusters Score -1525636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1525636.500000 Penalty: 4792.251953
	Iteration 60F: 3 clusters Score -1525636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1525638.875000 Penalty: 4792.251953
	Iteration 61Q: 3 clusters Score -1525639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1525640.500000 Penalty: 4792.251953
	Iteration 62Q: 3 clusters Score -1525640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1525642.125000 Penalty: 4792.251953
	Iteration 63Q: 3 clusters Score -1525642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1525640.875000 Penalty: 4792.251953
	Iteration 64Q: 3 clusters Score -1525641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1525644.250000 Penalty: 4792.251953
	Iteration 65Q: 3 clusters Score -1525644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1525645.500000 Penalty: 4792.251953
	Iteration 66Q: 3 clusters Score -1525646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1525646.000000 Penalty: 4792.251953
	Iteration 67Q: 3 clusters Score -1525646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1525648.750000 Penalty: 4792.251953
	Iteration 68Q: 3 clusters Score -1525649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1525650.375000 Penalty: 4792.251953
	Iteration 69Q: 3 clusters Score -1525650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1525651.750000 Penalty: 4792.251953
	Iteration 70Q: 3 clusters Score -1525652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1525651.250000 Penalty: 4792.251953
	Iteration 71Q: 3 clusters Score -1525651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1525651.250000 Penalty: 4792.251953
	Iteration 72Q: 3 clusters Score -1525651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1525654.625000 Penalty: 4792.251953
	Iteration 73Q: 3 clusters Score -1525655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1525654.500000 Penalty: 4792.251953
	Iteration 74Q: 3 clusters Score -1525654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1525655.250000 Penalty: 4792.251953
	Iteration 75Q: 3 clusters Score -1525655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1525659.125000 Penalty: 4792.251953
	Iteration 76Q: 3 clusters Score -1525659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1525660.000000 Penalty: 4792.251953
	Iteration 77Q: 3 clusters Score -1525660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1525660.250000 Penalty: 4792.251953
	Iteration 78Q: 3 clusters Score -1525660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1525664.625000 Penalty: 4792.251953
	Iteration 79Q: 3 clusters Score -1525665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1525666.000000 Penalty: 4792.251953
	Iteration 80F: 3 clusters Score -1525666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1525665.875000 Penalty: 4792.251953
	Iteration 81Q: 3 clusters Score -1525666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1525668.250000 Penalty: 4792.251953
	Iteration 82Q: 3 clusters Score -1525668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1525666.625000 Penalty: 4792.251953
	Iteration 83Q: 3 clusters Score -1525667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1525672.000000 Penalty: 4792.251953
	Iteration 84Q: 3 clusters Score -1525672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1525673.125000 Penalty: 4792.251953
	Iteration 85Q: 3 clusters Score -1525673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1525671.375000 Penalty: 4792.251953
	Iteration 86Q: 3 clusters Score -1525671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1525672.500000 Penalty: 4792.251953
	Iteration 87Q: 3 clusters Score -1525672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1525677.250000 Penalty: 4792.251953
	Iteration 88Q: 3 clusters Score -1525677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1525677.875000 Penalty: 4792.251953
	Iteration 89Q: 3 clusters Score -1525678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1525682.625000 Penalty: 4792.251953
	Iteration 90Q: 3 clusters Score -1525683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1525683.000000 Penalty: 4792.251953
	Iteration 91Q: 3 clusters Score -1525683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1525685.500000 Penalty: 4792.251953
	Iteration 92Q: 3 clusters Score -1525686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1525683.625000 Penalty: 4792.251953
	Iteration 93Q: 3 clusters Score -1525684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1525683.000000 Penalty: 4792.251953
	Iteration 94Q: 3 clusters Score -1525683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1525686.500000 Penalty: 4792.251953
	Iteration 95Q: 3 clusters Score -1525686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1525683.500000 Penalty: 4792.251953
	Iteration 96Q: 3 clusters Score -1525684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1525685.125000 Penalty: 4792.251953
	Iteration 97Q: 3 clusters Score -1525685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1525685.500000 Penalty: 4792.251953
	Iteration 98Q: 3 clusters Score -1525686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1525684.250000 Penalty: 4792.251953
	Iteration 99Q: 3 clusters Score -1525684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1525684.375000 Penalty: 4792.251953
	Iteration 100F: 3 clusters Score -1525684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1525685.875000 Penalty: 4792.251953
	Iteration 101Q: 3 clusters Score -1525686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1525686.000000 Penalty: 4792.251953
	Iteration 102Q: 3 clusters Score -1525686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1525690.375000 Penalty: 4792.251953
	Iteration 103Q: 3 clusters Score -1525690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1525687.125000 Penalty: 4792.251953
	Iteration 104Q: 3 clusters Score -1525687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1525689.250000 Penalty: 4792.251953
	Iteration 105Q: 3 clusters Score -1525689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1525689.250000 Penalty: 4792.251953
	Iteration 106F: 3 clusters Score -1525689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Entering Unmasked Estep 
Score: -3492868.000000 Penalty: 2594.913574
	Iteration 0F: 2 clusters Score -3492868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3469024.750000 Penalty: 5189.827148
	Iteration 0F: 3 clusters Score -3469025 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3477945.250000 Penalty: 5189.827148
	Iteration 1F: 3 clusters Score -3477945 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3478814 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3480073.000000 Penalty: 5189.827148
	Iteration 3F: 3 clusters Score -3480073 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3481762.500000 Penalty: 5189.827148
	Iteration 4F: 3 clusters Score -3481762 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3483719.750000 Penalty: 5189.827148
	Iteration 5F: 3 clusters Score -3483720 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3485481.000000 Penalty: 5189.827148
	Iteration 6F: 3 clusters Score -3485481 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3486700.250000 Penalty: 5189.827148
	Iteration 7F: 3 clusters Score -3486700 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3487560.750000 Penalty: 5189.827148
	Iteration 8Q: 3 clusters Score -3487561 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3488166.000000 Penalty: 5189.827148
	Iteration 9Q: 3 clusters Score -3488166 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3488685.250000 Penalty: 5189.827148
	Iteration 10Q: 3 clusters Score -3488685 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3489092.250000 Penalty: 5189.827148
	Iteration 11Q: 3 clusters Score -3489092 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3489428.500000 Penalty: 5189.827148
	Iteration 12Q: 3 clusters Score -3489428 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3489671.000000 Penalty: 5189.827148
	Iteration 13Q: 3 clusters Score -3489671 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3489845.500000 Penalty: 5189.827148
	Iteration 14Q: 3 clusters Score -3489846 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3489979.000000 Penalty: 5189.827148
	Iteration 15Q: 3 clusters Score -3489979 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3490076.250000 Penalty: 5189.827148
	Iteration 16Q: 3 clusters Score -3490076 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3490148.000000 Penalty: 5189.827148
	Iteration 17Q: 3 clusters Score -3490148 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3490182.500000 Penalty: 5189.827148
	Iteration 18Q: 3 clusters Score -3490182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3490229.250000 Penalty: 5189.827148
	Iteration 19Q: 3 clusters Score -3490229 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3490283.000000 Penalty: 5189.827148
	Iteration 20F: 3 clusters Score -3490283 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3490328.750000 Penalty: 5189.827148
	Iteration 21Q: 3 clusters Score -3490329 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3490373.500000 Penalty: 5189.827148
	Iteration 22Q: 3 clusters Score -3490374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3490420.000000 Penalty: 5189.827148
	Iteration 23Q: 3 clusters Score -3490420 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3490463.750000 Penalty: 5189.827148
	Iteration 24Q: 3 clusters Score -3490464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3490489.750000 Penalty: 5189.827148
	Iteration 25Q: 3 clusters Score -3490490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3490526.750000 Penalty: 5189.827148
	Iteration 26Q: 3 clusters Score -3490527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3490560.750000 Penalty: 5189.827148
	Iteration 27Q: 3 clusters Score -3490561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3490572.000000 Penalty: 5189.827148
	Iteration 28Q: 3 clusters Score -3490572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3490586.500000 Penalty: 5189.827148
	Iteration 29Q: 3 clusters Score -3490586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3490598.250000 Penalty: 5189.827148
	Iteration 30Q: 3 clusters Score -3490598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3490627.500000 Penalty: 5189.827148
	Iteration 31Q: 3 clusters Score -3490628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3490636.250000 Penalty: 5189.827148
	Iteration 32Q: 3 clusters Score -3490636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3490651.500000 Penalty: 5189.827148
	Iteration 33Q: 3 clusters Score -3490652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3490669.250000 Penalty: 5189.827148
	Iteration 34Q: 3 clusters Score -3490669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3490685.750000 Penalty: 5189.827148
	Iteration 35Q: 3 clusters Score -3490686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3490694.500000 Penalty: 5189.827148
	Iteration 36Q: 3 clusters Score -3490694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3490694.750000 Penalty: 5189.827148
	Iteration 37Q: 3 clusters Score -3490695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3490702.000000 Penalty: 5189.827148
	Iteration 38Q: 3 clusters Score -3490702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3490711.500000 Penalty: 5189.827148
	Iteration 39Q: 3 clusters Score -3490712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3490713.000000 Penalty: 5189.827148
	Iteration 40F: 3 clusters Score -3490713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3490716.750000 Penalty: 5189.827148
	Iteration 41Q: 3 clusters Score -3490717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3490718.000000 Penalty: 5189.827148
	Iteration 42Q: 3 clusters Score -3490718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3490725.000000 Penalty: 5189.827148
	Iteration 43Q: 3 clusters Score -3490725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3490731.750000 Penalty: 5189.827148
	Iteration 44Q: 3 clusters Score -3490732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3490743.250000 Penalty: 5189.827148
	Iteration 45Q: 3 clusters Score -3490743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3490748.750000 Penalty: 5189.827148
	Iteration 46Q: 3 clusters Score -3490749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3490752.000000 Penalty: 5189.827148
	Iteration 47Q: 3 clusters Score -3490752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3490760.500000 Penalty: 5189.827148
	Iteration 48Q: 3 clusters Score -3490760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3490763.500000 Penalty: 5189.827148
	Iteration 49Q: 3 clusters Score -3490764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3490772.750000 Penalty: 5189.827148
	Iteration 50Q: 3 clusters Score -3490773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3490773.500000 Penalty: 5189.827148
	Iteration 51Q: 3 clusters Score -3490774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3490784.750000 Penalty: 5189.827148
	Iteration 52Q: 3 clusters Score -3490785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3490796.250000 Penalty: 5189.827148
	Iteration 53Q: 3 clusters Score -3490796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3490807.750000 Penalty: 5189.827148
	Iteration 54Q: 3 clusters Score -3490808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3490816.000000 Penalty: 5189.827148
	Iteration 55Q: 3 clusters Score -3490816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3490822.250000 Penalty: 5189.827148
	Iteration 56Q: 3 clusters Score -3490822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3490835.000000 Penalty: 5189.827148
	Iteration 57Q: 3 clusters Score -3490835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3490848.250000 Penalty: 5189.827148
	Iteration 58Q: 3 clusters Score -3490848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3490839.750000 Penalty: 5189.827148
	Iteration 59Q: 3 clusters Score -3490840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3490856.000000 Penalty: 5189.827148
	Iteration 60F: 3 clusters Score -3490856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3490857.750000 Penalty: 5189.827148
	Iteration 61Q: 3 clusters Score -3490858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3490863.250000 Penalty: 5189.827148
	Iteration 62Q: 3 clusters Score -3490863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3490865.250000 Penalty: 5189.827148
	Iteration 63Q: 3 clusters Score -3490865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3490865.000000 Penalty: 5189.827148
	Iteration 64Q: 3 clusters Score -3490865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3490874.750000 Penalty: 5189.827148
	Iteration 65Q: 3 clusters Score -3490875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3490871.250000 Penalty: 5189.827148
	Iteration 66Q: 3 clusters Score -3490871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3490866.250000 Penalty: 5189.827148
	Iteration 67Q: 3 clusters Score -3490866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3490867.750000 Penalty: 5189.827148
	Iteration 68Q: 3 clusters Score -3490868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3490870.000000 Penalty: 5189.827148
	Iteration 69Q: 3 clusters Score -3490870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3490866.250000 Penalty: 5189.827148
	Iteration 70Q: 3 clusters Score -3490866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3490868.500000 Penalty: 5189.827148
	Iteration 71Q: 3 clusters Score -3490868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3490871.250000 Penalty: 5189.827148
	Iteration 72Q: 3 clusters Score -3490871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3490871.750000 Penalty: 5189.827148
	Iteration 73Q: 3 clusters Score -3490872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3490877.000000 Penalty: 5189.827148
	Iteration 74Q: 3 clusters Score -3490877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3490878.500000 Penalty: 5189.827148
	Iteration 75Q: 3 clusters Score -3490878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3490879.000000 Penalty: 5189.827148
	Iteration 76Q: 3 clusters Score -3490879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3490881.750000 Penalty: 5189.827148
	Iteration 77Q: 3 clusters Score -3490882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3490882.250000 Penalty: 5189.827148
	Iteration 78Q: 3 clusters Score -3490882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3490887.250000 Penalty: 5189.827148
	Iteration 79Q: 3 clusters Score -3490887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3490895.000000 Penalty: 5189.827148
	Iteration 80F: 3 clusters Score -3490895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3490900.250000 Penalty: 5189.827148
	Iteration 81Q: 3 clusters Score -3490900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3490892.750000 Penalty: 5189.827148
	Iteration 82Q: 3 clusters Score -3490893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3490893.500000 Penalty: 5189.827148
	Iteration 83Q: 3 clusters Score -3490894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3490900.500000 Penalty: 5189.827148
	Iteration 84Q: 3 clusters Score -3490900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3490903.000000 Penalty: 5189.827148
	Iteration 85Q: 3 clusters Score -3490903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3490908.000000 Penalty: 5189.827148
	Iteration 86Q: 3 clusters Score -3490908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3490913.500000 Penalty: 5189.827148
	Iteration 87Q: 3 clusters Score -3490914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3490916.000000 Penalty: 5189.827148
	Iteration 88Q: 3 clusters Score -3490916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3490909.000000 Penalty: 5189.827148
	Iteration 89Q: 3 clusters Score -3490909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3490916.250000 Penalty: 5189.827148
	Iteration 90Q: 3 clusters Score -3490916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3490910.250000 Penalty: 5189.827148
	Iteration 91Q: 3 clusters Score -3490910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3490915.500000 Penalty: 5189.827148
	Iteration 92Q: 3 clusters Score -3490916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3490912.750000 Penalty: 5189.827148
	Iteration 93Q: 3 clusters Score -3490913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3490915.750000 Penalty: 5189.827148
	Iteration 94Q: 3 clusters Score -3490916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3490914.500000 Penalty: 5189.827148
	Iteration 95Q: 3 clusters Score -3490914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3490919.250000 Penalty: 5189.827148
	Iteration 96Q: 3 clusters Score -3490919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3490918.500000 Penalty: 5189.827148
	Iteration 97Q: 3 clusters Score -3490918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3490917.500000 Penalty: 5189.827148
	Iteration 98Q: 3 clusters Score -3490918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3490922.000000 Penalty: 5189.827148
	Iteration 99Q: 3 clusters Score -3490922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3490923.000000 Penalty: 5189.827148
	Iteration 100F: 3 clusters Score -3490923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3490922.000000 Penalty: 5189.827148
	Iteration 101Q: 3 clusters Score -3490922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3490916.750000 Penalty: 5189.827148
	Iteration 102Q: 3 clusters Score -3490917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3490918.000000 Penalty: 5189.827148
	Iteration 103Q: 3 clusters Score -3490918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3490915.500000 Penalty: 5189.827148
	Iteration 104Q: 3 clusters Score -3490916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3490919.750000 Penalty: 5189.827148
	Iteration 105Q: 3 clusters Score -3490920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3490918.000000 Penalty: 5189.827148
	Iteration 106Q: 3 clusters Score -3490918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3490918.000000 Penalty: 5189.827148
	Iteration 107F: 3 clusters Score -3490918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Entering Unmasked Estep 
Score: -2597574.750000 Penalty: 2514.333496
	Iteration 0F: 2 clusters Score -2597575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2580077.000000 Penalty: 5028.666992
	Iteration 0F: 3 clusters Score -2580077 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2586265.250000 Penalty: 5028.666992
	Iteration 1F: 3 clusters Score -2586265 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2587159.500000 Penalty: 5028.666992
	Iteration 2F: 3 clusters Score -2587160 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2588451.500000 Penalty: 5028.666992
	Iteration 3F: 3 clusters Score -2588452 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2590089.000000 Penalty: 5028.666992
	Iteration 4F: 3 clusters Score -2590089 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2591506.250000 Penalty: 5028.666992
	Iteration 5F: 3 clusters Score -2591506 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2592633.750000 Penalty: 5028.666992
	Iteration 6F: 3 clusters Score -2592634 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2593370.250000 Penalty: 5028.666992
	Iteration 7Q: 3 clusters Score -2593370 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2593814.500000 Penalty: 5028.666992
	Iteration 8Q: 3 clusters Score -2593814 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2594125.000000 Penalty: 5028.666992
	Iteration 9Q: 3 clusters Score -2594125 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2594356.500000 Penalty: 5028.666992
	Iteration 10Q: 3 clusters Score -2594356 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2594536.500000 Penalty: 5028.666992
	Iteration 11Q: 3 clusters Score -2594536 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2594677.750000 Penalty: 5028.666992
	Iteration 12Q: 3 clusters Score -2594678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2594812.000000 Penalty: 5028.666992
	Iteration 13Q: 3 clusters Score -2594812 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2594937.750000 Penalty: 5028.666992
	Iteration 14Q: 3 clusters Score -2594938 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2595051.250000 Penalty: 5028.666992
	Iteration 15Q: 3 clusters Score -2595051 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2595138.000000 Penalty: 5028.666992
	Iteration 16Q: 3 clusters Score -2595138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2595194.500000 Penalty: 5028.666992
	Iteration 17Q: 3 clusters Score -2595194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2595243.500000 Penalty: 5028.666992
	Iteration 18Q: 3 clusters Score -2595244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2595284.250000 Penalty: 5028.666992
	Iteration 19Q: 3 clusters Score -2595284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2595327.250000 Penalty: 5028.666992
	Iteration 20F: 3 clusters Score -2595327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2595356.750000 Penalty: 5028.666992
	Iteration 21Q: 3 clusters Score -2595357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2595398.250000 Penalty: 5028.666992
	Iteration 22Q: 3 clusters Score -2595398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2595433.000000 Penalty: 5028.666992
	Iteration 23Q: 3 clusters Score -2595433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2595463.250000 Penalty: 5028.666992
	Iteration 24Q: 3 clusters Score -2595463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2595484.500000 Penalty: 5028.666992
	Iteration 25Q: 3 clusters Score -2595484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2595506.750000 Penalty: 5028.666992
	Iteration 26Q: 3 clusters Score -2595507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2595518.250000 Penalty: 5028.666992
	Iteration 27Q: 3 clusters Score -2595518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2595530.500000 Penalty: 5028.666992
	Iteration 28Q: 3 clusters Score -2595530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2595540.250000 Penalty: 5028.666992
	Iteration 29Q: 3 clusters Score -2595540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2595544.250000 Penalty: 5028.666992
	Iteration 30Q: 3 clusters Score -2595544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2595551.250000 Penalty: 5028.666992
	Iteration 31Q: 3 clusters Score -2595551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2595561.750000 Penalty: 5028.666992
	Iteration 32Q: 3 clusters Score -2595562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2595565.750000 Penalty: 5028.666992
	Iteration 33Q: 3 clusters Score -2595566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2595571.750000 Penalty: 5028.666992
	Iteration 34Q: 3 clusters Score -2595572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2595577.750000 Penalty: 5028.666992
	Iteration 35Q: 3 clusters Score -2595578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2595580.750000 Penalty: 5028.666992
	Iteration 36Q: 3 clusters Score -2595581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2595588.500000 Penalty: 5028.666992
	Iteration 37Q: 3 clusters Score -2595588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2595586.500000 Penalty: 5028.666992
	Iteration 38Q: 3 clusters Score -2595586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2595583.750000 Penalty: 5028.666992
	Iteration 39Q: 3 clusters Score -2595584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2595584.500000 Penalty: 5028.666992
	Iteration 40F: 3 clusters Score -2595584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2595584.750000 Penalty: 5028.666992
	Iteration 41Q: 3 clusters Score -2595585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2595584.000000 Penalty: 5028.666992
	Iteration 42Q: 3 clusters Score -2595584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2595582.500000 Penalty: 5028.666992
	Iteration 43Q: 3 clusters Score -2595582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2595582.500000 Penalty: 5028.666992
	Iteration 44F: 3 clusters Score -2595582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Entering Unmasked Estep 
Score: -1003669.000000 Penalty: 2280.768311
	Iteration 0F: 2 clusters Score -1003669 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 4951 members 
Entering Unmasked Estep 
Score: -996088.812500 Penalty: 4561.536621
	Iteration 0F: 3 clusters Score -996088.8 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -998158.125000 Penalty: 4561.536621
	Iteration 1F: 3 clusters Score -998158.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -998380.562500 Penalty: 4561.536621
	Iteration 2F: 3 clusters Score -998380.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -998532.187500 Penalty: 4561.536621
	Iteration 3Q: 3 clusters Score -998532.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -998650.500000 Penalty: 4561.536621
	Iteration 4Q: 3 clusters Score -998650.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -998740.750000 Penalty: 4561.536621
	Iteration 5Q: 3 clusters Score -998740.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -998823.562500 Penalty: 4561.536621
	Iteration 6Q: 3 clusters Score -998823.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -998881.375000 Penalty: 4561.536621
	Iteration 7Q: 3 clusters Score -998881.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -998935.125000 Penalty: 4561.536621
	Iteration 8Q: 3 clusters Score -998935.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -998987.562500 Penalty: 4561.536621
	Iteration 9Q: 3 clusters Score -998987.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -999041.687500 Penalty: 4561.536621
	Iteration 10Q: 3 clusters Score -999041.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -999081.937500 Penalty: 4561.536621
	Iteration 11Q: 3 clusters Score -999081.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -999119.125000 Penalty: 4561.536621
	Iteration 12Q: 3 clusters Score -999119.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -999160.687500 Penalty: 4561.536621
	Iteration 13Q: 3 clusters Score -999160.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -999206.000000 Penalty: 4561.536621
	Iteration 14Q: 3 clusters Score -999206 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -999255.750000 Penalty: 4561.536621
	Iteration 15Q: 3 clusters Score -999255.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -999326.687500 Penalty: 4561.536621
	Iteration 16Q: 3 clusters Score -999326.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -999415.562500 Penalty: 4561.536621
	Iteration 17Q: 3 clusters Score -999415.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -999544.500000 Penalty: 4561.536621
	Iteration 18Q: 3 clusters Score -999544.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -999720.062500 Penalty: 4561.536621
	Iteration 19Q: 3 clusters Score -999720.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -999939.750000 Penalty: 4561.536621
	Iteration 20F: 3 clusters Score -999939.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1000181.375000 Penalty: 4561.536621
	Iteration 21Q: 3 clusters Score -1000181 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1000446.062500 Penalty: 4561.536621
	Iteration 22Q: 3 clusters Score -1000446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1000752.687500 Penalty: 4561.536621
	Iteration 23Q: 3 clusters Score -1000753 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1001035.000000 Penalty: 4561.536621
	Iteration 24Q: 3 clusters Score -1001035 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1001216.750000 Penalty: 4561.536621
	Iteration 25Q: 3 clusters Score -1001217 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1001341.812500 Penalty: 4561.536621
	Iteration 26Q: 3 clusters Score -1001342 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1001450.812500 Penalty: 4561.536621
	Iteration 27Q: 3 clusters Score -1001451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1001517.437500 Penalty: 4561.536621
	Iteration 28Q: 3 clusters Score -1001517 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1001571.500000 Penalty: 4561.536621
	Iteration 29Q: 3 clusters Score -1001572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1001614.312500 Penalty: 4561.536621
	Iteration 30Q: 3 clusters Score -1001614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1001648.375000 Penalty: 4561.536621
	Iteration 31Q: 3 clusters Score -1001648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1001676.250000 Penalty: 4561.536621
	Iteration 32Q: 3 clusters Score -1001676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1001696.062500 Penalty: 4561.536621
	Iteration 33Q: 3 clusters Score -1001696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1001709.500000 Penalty: 4561.536621
	Iteration 34Q: 3 clusters Score -1001710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1001725.187500 Penalty: 4561.536621
	Iteration 35Q: 3 clusters Score -1001725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1001734.375000 Penalty: 4561.536621
	Iteration 36Q: 3 clusters Score -1001734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1001746.000000 Penalty: 4561.536621
	Iteration 37Q: 3 clusters Score -1001746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1001752.937500 Penalty: 4561.536621
	Iteration 38Q: 3 clusters Score -1001753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1001762.625000 Penalty: 4561.536621
	Iteration 39Q: 3 clusters Score -1001763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1001776.062500 Penalty: 4561.536621
	Iteration 40F: 3 clusters Score -1001776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1001781.625000 Penalty: 4561.536621
	Iteration 41Q: 3 clusters Score -1001782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1001787.375000 Penalty: 4561.536621
	Iteration 42Q: 3 clusters Score -1001787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1001792.937500 Penalty: 4561.536621
	Iteration 43Q: 3 clusters Score -1001793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1001795.312500 Penalty: 4561.536621
	Iteration 44Q: 3 clusters Score -1001795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1001798.625000 Penalty: 4561.536621
	Iteration 45Q: 3 clusters Score -1001799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1001800.375000 Penalty: 4561.536621
	Iteration 46Q: 3 clusters Score -1001800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1001802.000000 Penalty: 4561.536621
	Iteration 47Q: 3 clusters Score -1001802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1001800.937500 Penalty: 4561.536621
	Iteration 48Q: 3 clusters Score -1001801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1001801.750000 Penalty: 4561.536621
	Iteration 49Q: 3 clusters Score -1001802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1001803.062500 Penalty: 4561.536621
	Iteration 50Q: 3 clusters Score -1001803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1001802.625000 Penalty: 4561.536621
	Iteration 51Q: 3 clusters Score -1001803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1001805.312500 Penalty: 4561.536621
	Iteration 52Q: 3 clusters Score -1001805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1001806.625000 Penalty: 4561.536621
	Iteration 53Q: 3 clusters Score -1001807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1001810.125000 Penalty: 4561.536621
	Iteration 54Q: 3 clusters Score -1001810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1001809.625000 Penalty: 4561.536621
	Iteration 55Q: 3 clusters Score -1001810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1001809.812500 Penalty: 4561.536621
	Iteration 56Q: 3 clusters Score -1001810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1001811.187500 Penalty: 4561.536621
	Iteration 57Q: 3 clusters Score -1001811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1001810.375000 Penalty: 4561.536621
	Iteration 58Q: 3 clusters Score -1001810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1001810.375000 Penalty: 4561.536621
	Iteration 59F: 3 clusters Score -1001810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Entering Unmasked Estep 
Score: -1405916.625000 Penalty: 2399.529053
	Iteration 0F: 2 clusters Score -1405917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1394459.750000 Penalty: 4799.058105
	Iteration 0F: 3 clusters Score -1394460 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1398396.125000 Penalty: 4799.058105
	Iteration 1F: 3 clusters Score -1398396 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1399011.375000 Penalty: 4799.058105
	Iteration 2F: 3 clusters Score -1399011 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1399559.000000 Penalty: 4799.058105
	Iteration 3F: 3 clusters Score -1399559 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1400062.750000 Penalty: 4799.058105
	Iteration 4F: 3 clusters Score -1400063 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1400580.750000 Penalty: 4799.058105
	Iteration 5F: 3 clusters Score -1400581 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1401120.375000 Penalty: 4799.058105
	Iteration 6F: 3 clusters Score -1401120 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1401670.750000 Penalty: 4799.058105
	Iteration 7F: 3 clusters Score -1401671 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1402238.500000 Penalty: 4799.058105
	Iteration 8Q: 3 clusters Score -1402238 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1402783.875000 Penalty: 4799.058105
	Iteration 9Q: 3 clusters Score -1402784 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1403124.875000 Penalty: 4799.058105
	Iteration 10Q: 3 clusters Score -1403125 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1403337.750000 Penalty: 4799.058105
	Iteration 11Q: 3 clusters Score -1403338 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1403477.875000 Penalty: 4799.058105
	Iteration 12Q: 3 clusters Score -1403478 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1403578.875000 Penalty: 4799.058105
	Iteration 13Q: 3 clusters Score -1403579 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1403646.250000 Penalty: 4799.058105
	Iteration 14Q: 3 clusters Score -1403646 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1403705.750000 Penalty: 4799.058105
	Iteration 15Q: 3 clusters Score -1403706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1403749.250000 Penalty: 4799.058105
	Iteration 16Q: 3 clusters Score -1403749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1403791.375000 Penalty: 4799.058105
	Iteration 17Q: 3 clusters Score -1403791 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1403824.750000 Penalty: 4799.058105
	Iteration 18Q: 3 clusters Score -1403825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1403849.125000 Penalty: 4799.058105
	Iteration 19Q: 3 clusters Score -1403849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1403866.875000 Penalty: 4799.058105
	Iteration 20F: 3 clusters Score -1403867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1403880.750000 Penalty: 4799.058105
	Iteration 21Q: 3 clusters Score -1403881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1403885.250000 Penalty: 4799.058105
	Iteration 22Q: 3 clusters Score -1403885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1403888.625000 Penalty: 4799.058105
	Iteration 23Q: 3 clusters Score -1403889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1403893.750000 Penalty: 4799.058105
	Iteration 24Q: 3 clusters Score -1403894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1403903.125000 Penalty: 4799.058105
	Iteration 25Q: 3 clusters Score -1403903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1403906.875000 Penalty: 4799.058105
	Iteration 26Q: 3 clusters Score -1403907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1403911.250000 Penalty: 4799.058105
	Iteration 27Q: 3 clusters Score -1403911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1403916.125000 Penalty: 4799.058105
	Iteration 28Q: 3 clusters Score -1403916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1403925.500000 Penalty: 4799.058105
	Iteration 29Q: 3 clusters Score -1403926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1403933.500000 Penalty: 4799.058105
	Iteration 30Q: 3 clusters Score -1403934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1403943.750000 Penalty: 4799.058105
	Iteration 31Q: 3 clusters Score -1403944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1403945.875000 Penalty: 4799.058105
	Iteration 32Q: 3 clusters Score -1403946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1403953.750000 Penalty: 4799.058105
	Iteration 33Q: 3 clusters Score -1403954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1403957.125000 Penalty: 4799.058105
	Iteration 34Q: 3 clusters Score -1403957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1403964.000000 Penalty: 4799.058105
	Iteration 35Q: 3 clusters Score -1403964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1403973.250000 Penalty: 4799.058105
	Iteration 36Q: 3 clusters Score -1403973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1403980.750000 Penalty: 4799.058105
	Iteration 37Q: 3 clusters Score -1403981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1403988.375000 Penalty: 4799.058105
	Iteration 38Q: 3 clusters Score -1403988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1403993.500000 Penalty: 4799.058105
	Iteration 39Q: 3 clusters Score -1403994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1404005.000000 Penalty: 4799.058105
	Iteration 40F: 3 clusters Score -1404005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1404008.375000 Penalty: 4799.058105
	Iteration 41Q: 3 clusters Score -1404008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1404015.875000 Penalty: 4799.058105
	Iteration 42Q: 3 clusters Score -1404016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1404019.125000 Penalty: 4799.058105
	Iteration 43Q: 3 clusters Score -1404019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1404025.375000 Penalty: 4799.058105
	Iteration 44Q: 3 clusters Score -1404025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1404029.625000 Penalty: 4799.058105
	Iteration 45Q: 3 clusters Score -1404030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1404038.250000 Penalty: 4799.058105
	Iteration 46Q: 3 clusters Score -1404038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1404044.875000 Penalty: 4799.058105
	Iteration 47Q: 3 clusters Score -1404045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1404049.625000 Penalty: 4799.058105
	Iteration 48Q: 3 clusters Score -1404050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1404053.875000 Penalty: 4799.058105
	Iteration 49Q: 3 clusters Score -1404054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1404055.000000 Penalty: 4799.058105
	Iteration 50Q: 3 clusters Score -1404055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1404060.000000 Penalty: 4799.058105
	Iteration 51Q: 3 clusters Score -1404060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1404066.375000 Penalty: 4799.058105
	Iteration 52Q: 3 clusters Score -1404066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1404067.500000 Penalty: 4799.058105
	Iteration 53Q: 3 clusters Score -1404068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1404076.500000 Penalty: 4799.058105
	Iteration 54Q: 3 clusters Score -1404076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1404080.250000 Penalty: 4799.058105
	Iteration 55Q: 3 clusters Score -1404080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1404084.375000 Penalty: 4799.058105
	Iteration 56Q: 3 clusters Score -1404084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1404085.125000 Penalty: 4799.058105
	Iteration 57Q: 3 clusters Score -1404085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1404085.375000 Penalty: 4799.058105
	Iteration 58Q: 3 clusters Score -1404085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1404085.000000 Penalty: 4799.058105
	Iteration 59Q: 3 clusters Score -1404085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1404085.000000 Penalty: 4799.058105
	Iteration 60F: 3 clusters Score -1404085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1404083.625000 Penalty: 4799.058105
	Iteration 61Q: 3 clusters Score -1404084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1404089.375000 Penalty: 4799.058105
	Iteration 62Q: 3 clusters Score -1404089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1404094.250000 Penalty: 4799.058105
	Iteration 63Q: 3 clusters Score -1404094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1404098.000000 Penalty: 4799.058105
	Iteration 64Q: 3 clusters Score -1404098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1404102.875000 Penalty: 4799.058105
	Iteration 65Q: 3 clusters Score -1404103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1404102.750000 Penalty: 4799.058105
	Iteration 66Q: 3 clusters Score -1404103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1404108.000000 Penalty: 4799.058105
	Iteration 67Q: 3 clusters Score -1404108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1404109.250000 Penalty: 4799.058105
	Iteration 68Q: 3 clusters Score -1404109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1404112.250000 Penalty: 4799.058105
	Iteration 69Q: 3 clusters Score -1404112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1404114.250000 Penalty: 4799.058105
	Iteration 70Q: 3 clusters Score -1404114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1404116.750000 Penalty: 4799.058105
	Iteration 71Q: 3 clusters Score -1404117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1404118.625000 Penalty: 4799.058105
	Iteration 72Q: 3 clusters Score -1404119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1404121.125000 Penalty: 4799.058105
	Iteration 73Q: 3 clusters Score -1404121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1404126.625000 Penalty: 4799.058105
	Iteration 74Q: 3 clusters Score -1404127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1404131.375000 Penalty: 4799.058105
	Iteration 75Q: 3 clusters Score -1404131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1404133.250000 Penalty: 4799.058105
	Iteration 76Q: 3 clusters Score -1404133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1404134.250000 Penalty: 4799.058105
	Iteration 77Q: 3 clusters Score -1404134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1404139.375000 Penalty: 4799.058105
	Iteration 78Q: 3 clusters Score -1404139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1404147.250000 Penalty: 4799.058105
	Iteration 79Q: 3 clusters Score -1404147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1404146.000000 Penalty: 4799.058105
	Iteration 80F: 3 clusters Score -1404146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1404152.750000 Penalty: 4799.058105
	Iteration 81Q: 3 clusters Score -1404153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1404162.750000 Penalty: 4799.058105
	Iteration 82Q: 3 clusters Score -1404163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1404166.625000 Penalty: 4799.058105
	Iteration 83Q: 3 clusters Score -1404167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1404168.875000 Penalty: 4799.058105
	Iteration 84Q: 3 clusters Score -1404169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1404170.375000 Penalty: 4799.058105
	Iteration 85Q: 3 clusters Score -1404170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1404175.500000 Penalty: 4799.058105
	Iteration 86Q: 3 clusters Score -1404176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1404185.500000 Penalty: 4799.058105
	Iteration 87Q: 3 clusters Score -1404186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1404197.625000 Penalty: 4799.058105
	Iteration 88Q: 3 clusters Score -1404198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1404207.625000 Penalty: 4799.058105
	Iteration 89Q: 3 clusters Score -1404208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1404226.125000 Penalty: 4799.058105
	Iteration 90Q: 3 clusters Score -1404226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1404233.125000 Penalty: 4799.058105
	Iteration 91Q: 3 clusters Score -1404233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1404248.250000 Penalty: 4799.058105
	Iteration 92Q: 3 clusters Score -1404248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1404262.500000 Penalty: 4799.058105
	Iteration 93Q: 3 clusters Score -1404262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1404261.375000 Penalty: 4799.058105
	Iteration 94Q: 3 clusters Score -1404261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1404277.000000 Penalty: 4799.058105
	Iteration 95Q: 3 clusters Score -1404277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1404291.750000 Penalty: 4799.058105
	Iteration 96Q: 3 clusters Score -1404292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1404301.500000 Penalty: 4799.058105
	Iteration 97Q: 3 clusters Score -1404302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1404313.000000 Penalty: 4799.058105
	Iteration 98Q: 3 clusters Score -1404313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1404321.875000 Penalty: 4799.058105
	Iteration 99Q: 3 clusters Score -1404322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1404339.875000 Penalty: 4799.058105
	Iteration 100F: 3 clusters Score -1404340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1404351.000000 Penalty: 4799.058105
	Iteration 101Q: 3 clusters Score -1404351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1404364.625000 Penalty: 4799.058105
	Iteration 102Q: 3 clusters Score -1404365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1404376.875000 Penalty: 4799.058105
	Iteration 103Q: 3 clusters Score -1404377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1404378.250000 Penalty: 4799.058105
	Iteration 104Q: 3 clusters Score -1404378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1404393.000000 Penalty: 4799.058105
	Iteration 105Q: 3 clusters Score -1404393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1404408.875000 Penalty: 4799.058105
	Iteration 106Q: 3 clusters Score -1404409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1404419.750000 Penalty: 4799.058105
	Iteration 107Q: 3 clusters Score -1404420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1404431.750000 Penalty: 4799.058105
	Iteration 108Q: 3 clusters Score -1404432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1404446.750000 Penalty: 4799.058105
	Iteration 109Q: 3 clusters Score -1404447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1404457.750000 Penalty: 4799.058105
	Iteration 110Q: 3 clusters Score -1404458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1404465.625000 Penalty: 4799.058105
	Iteration 111Q: 3 clusters Score -1404466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1404472.125000 Penalty: 4799.058105
	Iteration 112Q: 3 clusters Score -1404472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1404484.375000 Penalty: 4799.058105
	Iteration 113Q: 3 clusters Score -1404484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1404496.625000 Penalty: 4799.058105
	Iteration 114Q: 3 clusters Score -1404497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1404503.500000 Penalty: 4799.058105
	Iteration 115Q: 3 clusters Score -1404504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1404513.750000 Penalty: 4799.058105
	Iteration 116Q: 3 clusters Score -1404514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1404531.375000 Penalty: 4799.058105
	Iteration 117Q: 3 clusters Score -1404531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1404541.875000 Penalty: 4799.058105
	Iteration 118Q: 3 clusters Score -1404542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1404556.750000 Penalty: 4799.058105
	Iteration 119Q: 3 clusters Score -1404557 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1404576.500000 Penalty: 4799.058105
	Iteration 120F: 3 clusters Score -1404576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1404589.250000 Penalty: 4799.058105
	Iteration 121Q: 3 clusters Score -1404589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1404599.250000 Penalty: 4799.058105
	Iteration 122Q: 3 clusters Score -1404599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1404622.000000 Penalty: 4799.058105
	Iteration 123Q: 3 clusters Score -1404622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1404634.750000 Penalty: 4799.058105
	Iteration 124Q: 3 clusters Score -1404635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1404651.250000 Penalty: 4799.058105
	Iteration 125Q: 3 clusters Score -1404651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1404656.375000 Penalty: 4799.058105
	Iteration 126Q: 3 clusters Score -1404656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1404674.000000 Penalty: 4799.058105
	Iteration 127Q: 3 clusters Score -1404674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1404679.500000 Penalty: 4799.058105
	Iteration 128Q: 3 clusters Score -1404680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1404687.750000 Penalty: 4799.058105
	Iteration 129Q: 3 clusters Score -1404688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1404696.250000 Penalty: 4799.058105
	Iteration 130Q: 3 clusters Score -1404696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1404701.125000 Penalty: 4799.058105
	Iteration 131Q: 3 clusters Score -1404701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1404701.875000 Penalty: 4799.058105
	Iteration 132Q: 3 clusters Score -1404702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1404706.500000 Penalty: 4799.058105
	Iteration 133Q: 3 clusters Score -1404706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1404712.875000 Penalty: 4799.058105
	Iteration 134Q: 3 clusters Score -1404713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1404721.625000 Penalty: 4799.058105
	Iteration 135Q: 3 clusters Score -1404722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1404728.000000 Penalty: 4799.058105
	Iteration 136Q: 3 clusters Score -1404728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1404740.750000 Penalty: 4799.058105
	Iteration 137Q: 3 clusters Score -1404741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1404757.125000 Penalty: 4799.058105
	Iteration 138Q: 3 clusters Score -1404757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1404766.750000 Penalty: 4799.058105
	Iteration 139Q: 3 clusters Score -1404767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1404777.125000 Penalty: 4799.058105
	Iteration 140F: 3 clusters Score -1404777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1404792.250000 Penalty: 4799.058105
	Iteration 141Q: 3 clusters Score -1404792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1404816.125000 Penalty: 4799.058105
	Iteration 142Q: 3 clusters Score -1404816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1404826.750000 Penalty: 4799.058105
	Iteration 143Q: 3 clusters Score -1404827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1404838.875000 Penalty: 4799.058105
	Iteration 144Q: 3 clusters Score -1404839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1404853.250000 Penalty: 4799.058105
	Iteration 145Q: 3 clusters Score -1404853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1404856.875000 Penalty: 4799.058105
	Iteration 146Q: 3 clusters Score -1404857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1404864.875000 Penalty: 4799.058105
	Iteration 147Q: 3 clusters Score -1404865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1404868.875000 Penalty: 4799.058105
	Iteration 148Q: 3 clusters Score -1404869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1404879.000000 Penalty: 4799.058105
	Iteration 149Q: 3 clusters Score -1404879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1404882.625000 Penalty: 4799.058105
	Iteration 150Q: 3 clusters Score -1404883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1404892.125000 Penalty: 4799.058105
	Iteration 151Q: 3 clusters Score -1404892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1404894.750000 Penalty: 4799.058105
	Iteration 152Q: 3 clusters Score -1404895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1404902.250000 Penalty: 4799.058105
	Iteration 153Q: 3 clusters Score -1404902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1404910.875000 Penalty: 4799.058105
	Iteration 154Q: 3 clusters Score -1404911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1404916.125000 Penalty: 4799.058105
	Iteration 155Q: 3 clusters Score -1404916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1404931.000000 Penalty: 4799.058105
	Iteration 156Q: 3 clusters Score -1404931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1404938.250000 Penalty: 4799.058105
	Iteration 157Q: 3 clusters Score -1404938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1404952.375000 Penalty: 4799.058105
	Iteration 158Q: 3 clusters Score -1404952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1404967.875000 Penalty: 4799.058105
	Iteration 159Q: 3 clusters Score -1404968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1404986.375000 Penalty: 4799.058105
	Iteration 160F: 3 clusters Score -1404986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1405006.000000 Penalty: 4799.058105
	Iteration 161Q: 3 clusters Score -1405006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1405016.875000 Penalty: 4799.058105
	Iteration 162Q: 3 clusters Score -1405017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1405022.125000 Penalty: 4799.058105
	Iteration 163Q: 3 clusters Score -1405022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1405030.875000 Penalty: 4799.058105
	Iteration 164Q: 3 clusters Score -1405031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1405028.750000 Penalty: 4799.058105
	Iteration 165Q: 3 clusters Score -1405029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1405031.875000 Penalty: 4799.058105
	Iteration 166Q: 3 clusters Score -1405032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1405038.625000 Penalty: 4799.058105
	Iteration 167Q: 3 clusters Score -1405039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1405042.250000 Penalty: 4799.058105
	Iteration 168Q: 3 clusters Score -1405042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1405044.750000 Penalty: 4799.058105
	Iteration 169Q: 3 clusters Score -1405045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1405040.375000 Penalty: 4799.058105
	Iteration 170Q: 3 clusters Score -1405040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1405045.500000 Penalty: 4799.058105
	Iteration 171Q: 3 clusters Score -1405046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1405046.875000 Penalty: 4799.058105
	Iteration 172Q: 3 clusters Score -1405047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1405048.625000 Penalty: 4799.058105
	Iteration 173Q: 3 clusters Score -1405049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1405045.750000 Penalty: 4799.058105
	Iteration 174Q: 3 clusters Score -1405046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1405053.000000 Penalty: 4799.058105
	Iteration 175Q: 3 clusters Score -1405053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1405056.750000 Penalty: 4799.058105
	Iteration 176Q: 3 clusters Score -1405057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1405061.250000 Penalty: 4799.058105
	Iteration 177Q: 3 clusters Score -1405061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1405060.625000 Penalty: 4799.058105
	Iteration 178Q: 3 clusters Score -1405061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1405065.375000 Penalty: 4799.058105
	Iteration 179Q: 3 clusters Score -1405065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1405072.875000 Penalty: 4799.058105
	Iteration 180F: 3 clusters Score -1405073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1405071.000000 Penalty: 4799.058105
	Iteration 181Q: 3 clusters Score -1405071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1405072.375000 Penalty: 4799.058105
	Iteration 182Q: 3 clusters Score -1405072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1405071.875000 Penalty: 4799.058105
	Iteration 183Q: 3 clusters Score -1405072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1405073.250000 Penalty: 4799.058105
	Iteration 184Q: 3 clusters Score -1405073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1405075.000000 Penalty: 4799.058105
	Iteration 185Q: 3 clusters Score -1405075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1405074.625000 Penalty: 4799.058105
	Iteration 186Q: 3 clusters Score -1405075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1405076.375000 Penalty: 4799.058105
	Iteration 187Q: 3 clusters Score -1405076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1405076.375000 Penalty: 4799.058105
	Iteration 188F: 3 clusters Score -1405076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -171844.156250 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -171844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -169225.875000 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -169225.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -169816.687500 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -169816.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -170041.359375 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -170041.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -170215.562500 Penalty: 3781.568848
	Iteration 3F: 3 clusters Score -170215.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -170373.000000 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -170373 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170515.312500 Penalty: 3781.568848
	Iteration 5Q: 3 clusters Score -170515.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -170612.078125 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -170612.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -170706.296875 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -170706.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -170783.156250 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -170783.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -170852.109375 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -170852.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -170903.093750 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -170903.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -170935.984375 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -170936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170987.000000 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -170987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -171040.437500 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -171040.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -171118.265625 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -171118.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171190.968750 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -171191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171233.515625 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -171233.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -171267.750000 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -171267.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -171299.171875 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -171299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -171332.156250 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -171332.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -171370.781250 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -171370.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -171409.406250 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -171409.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -171443.093750 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -171443.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -171491.875000 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -171491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -171527.765625 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -171527.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -171581.031250 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -171581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -171629.046875 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -171629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171668.343750 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -171668.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -171697.796875 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -171697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -171714.296875 Penalty: 3781.568848
	Iteration 29Q: 3 clusters Score -171714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -171734.953125 Penalty: 3781.568848
	Iteration 30Q: 3 clusters Score -171735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -171756.062500 Penalty: 3781.568848
	Iteration 31Q: 3 clusters Score -171756.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -171781.015625 Penalty: 3781.568848
	Iteration 32Q: 3 clusters Score -171781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -171801.375000 Penalty: 3781.568848
	Iteration 33Q: 3 clusters Score -171801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -171813.812500 Penalty: 3781.568848
	Iteration 34Q: 3 clusters Score -171813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -171825.250000 Penalty: 3781.568848
	Iteration 35Q: 3 clusters Score -171825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171834.437500 Penalty: 3781.568848
	Iteration 36Q: 3 clusters Score -171834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171845.312500 Penalty: 3781.568848
	Iteration 37Q: 3 clusters Score -171845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171851.625000 Penalty: 3781.568848
	Iteration 38Q: 3 clusters Score -171851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -171856.875000 Penalty: 3781.568848
	Iteration 39Q: 3 clusters Score -171856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -171859.421875 Penalty: 3781.568848
	Iteration 40F: 3 clusters Score -171859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -171862.406250 Penalty: 3781.568848
	Iteration 41Q: 3 clusters Score -171862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -171866.671875 Penalty: 3781.568848
	Iteration 42Q: 3 clusters Score -171866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -171868.531250 Penalty: 3781.568848
	Iteration 43Q: 3 clusters Score -171868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171869.437500 Penalty: 3781.568848
	Iteration 44Q: 3 clusters Score -171869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171869.437500 Penalty: 3781.568848
	Iteration 45F: 3 clusters Score -171869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19430 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10895 members 
Mstep: Class 43 contains 1093 members 
Entering Unmasked Estep 
Score: -58957204.000000 Penalty: 142338.593750
Splitting cluster 21 changes total score from -58958700.000000 to -58957204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -195893.078125 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -195893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -193176.203125 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -193176.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -193724.906250 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -193724.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193916.843750 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -193916.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -194080.843750 Penalty: 3805.457031
	Iteration 3F: 3 clusters Score -194080.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194252.546875 Penalty: 3805.457031
	Iteration 4F: 3 clusters Score -194252.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194463.468750 Penalty: 3805.457031
	Iteration 5F: 3 clusters Score -194463.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194724.406250 Penalty: 3805.457031
	Iteration 6F: 3 clusters Score -194724.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195090.875000 Penalty: 3805.457031
	Iteration 7F: 3 clusters Score -195090.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195438.812500 Penalty: 3805.457031
	Iteration 8F: 3 clusters Score -195438.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -195642.375000 Penalty: 3805.457031
	Iteration 9Q: 3 clusters Score -195642.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195790.437500 Penalty: 3805.457031
	Iteration 10Q: 3 clusters Score -195790.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -195897.625000 Penalty: 3805.457031
	Iteration 11Q: 3 clusters Score -195897.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -195940.234375 Penalty: 3805.457031
	Iteration 12Q: 3 clusters Score -195940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -195968.125000 Penalty: 3805.457031
	Iteration 13Q: 3 clusters Score -195968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -195980.265625 Penalty: 3805.457031
	Iteration 14Q: 3 clusters Score -195980.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195992.218750 Penalty: 3805.457031
	Iteration 15Q: 3 clusters Score -195992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196005.406250 Penalty: 3805.457031
	Iteration 16Q: 3 clusters Score -196005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196011.484375 Penalty: 3805.457031
	Iteration 17Q: 3 clusters Score -196011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -196018.375000 Penalty: 3805.457031
	Iteration 18Q: 3 clusters Score -196018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196020.031250 Penalty: 3805.457031
	Iteration 19Q: 3 clusters Score -196020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196025.062500 Penalty: 3805.457031
	Iteration 20F: 3 clusters Score -196025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196038.656250 Penalty: 3805.457031
	Iteration 21Q: 3 clusters Score -196038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196043.968750 Penalty: 3805.457031
	Iteration 22Q: 3 clusters Score -196044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196045.140625 Penalty: 3805.457031
	Iteration 23Q: 3 clusters Score -196045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -196048.203125 Penalty: 3805.457031
	Iteration 24Q: 3 clusters Score -196048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -196050.781250 Penalty: 3805.457031
	Iteration 25Q: 3 clusters Score -196050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196051.406250 Penalty: 3805.457031
	Iteration 26Q: 3 clusters Score -196051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -196055.046875 Penalty: 3805.457031
	Iteration 27Q: 3 clusters Score -196055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -196055.265625 Penalty: 3805.457031
	Iteration 28Q: 3 clusters Score -196055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -196055.265625 Penalty: 3805.457031
	Iteration 29F: 3 clusters Score -196055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 1535 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19430 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 10895 members 
Mstep: Class 43 contains 613 members 
Entering Unmasked Estep 
Score: -58957252.000000 Penalty: 142338.593750
Splitting cluster 22 changes total score from -58958700.000000 to -58957252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (16302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Entering Unmasked Estep 
Score: -1507957.125000 Penalty: 2405.362793
	Iteration 0F: 2 clusters Score -1507957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1496200.875000 Penalty: 4810.725586
	Iteration 0F: 3 clusters Score -1496201 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1500164.750000 Penalty: 4810.725586
	Iteration 1F: 3 clusters Score -1500165 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1500736.250000 Penalty: 4810.725586
	Iteration 2F: 3 clusters Score -1500736 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1501239.000000 Penalty: 4810.725586
	Iteration 3F: 3 clusters Score -1501239 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1501721.625000 Penalty: 4810.725586
	Iteration 4F: 3 clusters Score -1501722 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1502128.250000 Penalty: 4810.725586
	Iteration 5Q: 3 clusters Score -1502128 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1502522.875000 Penalty: 4810.725586
	Iteration 6Q: 3 clusters Score -1502523 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1502879.250000 Penalty: 4810.725586
	Iteration 7Q: 3 clusters Score -1502879 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1503306.750000 Penalty: 4810.725586
	Iteration 8Q: 3 clusters Score -1503307 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1503789.625000 Penalty: 4810.725586
	Iteration 9Q: 3 clusters Score -1503790 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1504291.750000 Penalty: 4810.725586
	Iteration 10Q: 3 clusters Score -1504292 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1504765.125000 Penalty: 4810.725586
	Iteration 11Q: 3 clusters Score -1504765 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1505162.000000 Penalty: 4810.725586
	Iteration 12Q: 3 clusters Score -1505162 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1505493.875000 Penalty: 4810.725586
	Iteration 13Q: 3 clusters Score -1505494 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1505805.000000 Penalty: 4810.725586
	Iteration 14Q: 3 clusters Score -1505805 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1506074.875000 Penalty: 4810.725586
	Iteration 15Q: 3 clusters Score -1506075 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1506307.750000 Penalty: 4810.725586
	Iteration 16Q: 3 clusters Score -1506308 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1506468.250000 Penalty: 4810.725586
	Iteration 17Q: 3 clusters Score -1506468 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1506601.250000 Penalty: 4810.725586
	Iteration 18Q: 3 clusters Score -1506601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1506726.500000 Penalty: 4810.725586
	Iteration 19Q: 3 clusters Score -1506726 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1506835.500000 Penalty: 4810.725586
	Iteration 20F: 3 clusters Score -1506836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1506923.375000 Penalty: 4810.725586
	Iteration 21Q: 3 clusters Score -1506923 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1506993.625000 Penalty: 4810.725586
	Iteration 22Q: 3 clusters Score -1506994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1507059.375000 Penalty: 4810.725586
	Iteration 23Q: 3 clusters Score -1507059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1507109.500000 Penalty: 4810.725586
	Iteration 24Q: 3 clusters Score -1507110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1507156.625000 Penalty: 4810.725586
	Iteration 25Q: 3 clusters Score -1507157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1507208.250000 Penalty: 4810.725586
	Iteration 26Q: 3 clusters Score -1507208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1507246.875000 Penalty: 4810.725586
	Iteration 27Q: 3 clusters Score -1507247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1507286.375000 Penalty: 4810.725586
	Iteration 28Q: 3 clusters Score -1507286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1507321.000000 Penalty: 4810.725586
	Iteration 29Q: 3 clusters Score -1507321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1507355.875000 Penalty: 4810.725586
	Iteration 30Q: 3 clusters Score -1507356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1507385.875000 Penalty: 4810.725586
	Iteration 31Q: 3 clusters Score -1507386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1507414.000000 Penalty: 4810.725586
	Iteration 32Q: 3 clusters Score -1507414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1507430.000000 Penalty: 4810.725586
	Iteration 33Q: 3 clusters Score -1507430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1507441.250000 Penalty: 4810.725586
	Iteration 34Q: 3 clusters Score -1507441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1507451.125000 Penalty: 4810.725586
	Iteration 35Q: 3 clusters Score -1507451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1507463.375000 Penalty: 4810.725586
	Iteration 36Q: 3 clusters Score -1507463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1507481.500000 Penalty: 4810.725586
	Iteration 37Q: 3 clusters Score -1507482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1507489.750000 Penalty: 4810.725586
	Iteration 38Q: 3 clusters Score -1507490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1507495.625000 Penalty: 4810.725586
	Iteration 39Q: 3 clusters Score -1507496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1507495.875000 Penalty: 4810.725586
	Iteration 40F: 3 clusters Score -1507496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1507499.375000 Penalty: 4810.725586
	Iteration 41Q: 3 clusters Score -1507499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1507503.250000 Penalty: 4810.725586
	Iteration 42Q: 3 clusters Score -1507503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1507508.000000 Penalty: 4810.725586
	Iteration 43Q: 3 clusters Score -1507508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1507510.125000 Penalty: 4810.725586
	Iteration 44Q: 3 clusters Score -1507510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1507510.125000 Penalty: 4810.725586
	Iteration 45F: 3 clusters Score -1507510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -552022.437500 Penalty: 2160.723877
	Iteration 0F: 2 clusters Score -552022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -546857.750000 Penalty: 4321.447754
	Iteration 0F: 3 clusters Score -546857.8 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -548288.375000 Penalty: 4321.447754
	Iteration 1F: 3 clusters Score -548288.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -548712.062500 Penalty: 4321.447754
	Iteration 2F: 3 clusters Score -548712.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -549138.687500 Penalty: 4321.447754
	Iteration 3F: 3 clusters Score -549138.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -549566.750000 Penalty: 4321.447754
	Iteration 4F: 3 clusters Score -549566.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -549935.062500 Penalty: 4321.447754
	Iteration 5F: 3 clusters Score -549935.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -550273.750000 Penalty: 4321.447754
	Iteration 6F: 3 clusters Score -550273.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -550601.812500 Penalty: 4321.447754
	Iteration 7F: 3 clusters Score -550601.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -550834.750000 Penalty: 4321.447754
	Iteration 8Q: 3 clusters Score -550834.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -550974.375000 Penalty: 4321.447754
	Iteration 9Q: 3 clusters Score -550974.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -551072.375000 Penalty: 4321.447754
	Iteration 10Q: 3 clusters Score -551072.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -551139.062500 Penalty: 4321.447754
	Iteration 11Q: 3 clusters Score -551139.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -551185.062500 Penalty: 4321.447754
	Iteration 12Q: 3 clusters Score -551185.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -551215.875000 Penalty: 4321.447754
	Iteration 13Q: 3 clusters Score -551215.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -551236.750000 Penalty: 4321.447754
	Iteration 14Q: 3 clusters Score -551236.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -551252.875000 Penalty: 4321.447754
	Iteration 15Q: 3 clusters Score -551252.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -551263.250000 Penalty: 4321.447754
	Iteration 16Q: 3 clusters Score -551263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -551268.062500 Penalty: 4321.447754
	Iteration 17Q: 3 clusters Score -551268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -551270.437500 Penalty: 4321.447754
	Iteration 18Q: 3 clusters Score -551270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -551272.250000 Penalty: 4321.447754
	Iteration 19Q: 3 clusters Score -551272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -551275.750000 Penalty: 4321.447754
	Iteration 20F: 3 clusters Score -551275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -551277.562500 Penalty: 4321.447754
	Iteration 21Q: 3 clusters Score -551277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -551279.937500 Penalty: 4321.447754
	Iteration 22Q: 3 clusters Score -551279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -551281.625000 Penalty: 4321.447754
	Iteration 23Q: 3 clusters Score -551281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -551282.937500 Penalty: 4321.447754
	Iteration 24Q: 3 clusters Score -551282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -551284.500000 Penalty: 4321.447754
	Iteration 25Q: 3 clusters Score -551284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -551285.875000 Penalty: 4321.447754
	Iteration 26Q: 3 clusters Score -551285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -551287.250000 Penalty: 4321.447754
	Iteration 27Q: 3 clusters Score -551287.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -551288.687500 Penalty: 4321.447754
	Iteration 28Q: 3 clusters Score -551288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -551290.437500 Penalty: 4321.447754
	Iteration 29Q: 3 clusters Score -551290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -551293.812500 Penalty: 4321.447754
	Iteration 30Q: 3 clusters Score -551293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -551296.312500 Penalty: 4321.447754
	Iteration 31Q: 3 clusters Score -551296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -551300.187500 Penalty: 4321.447754
	Iteration 32Q: 3 clusters Score -551300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -551299.625000 Penalty: 4321.447754
	Iteration 33Q: 3 clusters Score -551299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -551302.187500 Penalty: 4321.447754
	Iteration 34Q: 3 clusters Score -551302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -551303.062500 Penalty: 4321.447754
	Iteration 35Q: 3 clusters Score -551303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -551303.812500 Penalty: 4321.447754
	Iteration 36Q: 3 clusters Score -551303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -551304.500000 Penalty: 4321.447754
	Iteration 37Q: 3 clusters Score -551304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -551305.500000 Penalty: 4321.447754
	Iteration 38Q: 3 clusters Score -551305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -551306.125000 Penalty: 4321.447754
	Iteration 39Q: 3 clusters Score -551306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -551307.125000 Penalty: 4321.447754
	Iteration 40F: 3 clusters Score -551307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -551309.250000 Penalty: 4321.447754
	Iteration 41Q: 3 clusters Score -551309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -551310.000000 Penalty: 4321.447754
	Iteration 42Q: 3 clusters Score -551310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -551310.437500 Penalty: 4321.447754
	Iteration 43Q: 3 clusters Score -551310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -551310.437500 Penalty: 4321.447754
	Iteration 44F: 3 clusters Score -551310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Entering Unmasked Estep 
Score: -1519883.750000 Penalty: 2388.135010
	Iteration 0F: 2 clusters Score -1519884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1508852.000000 Penalty: 4776.270020
	Iteration 0F: 3 clusters Score -1508852 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1512423.125000 Penalty: 4776.270020
	Iteration 1F: 3 clusters Score -1512423 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1512789.250000 Penalty: 4776.270020
	Iteration 2F: 3 clusters Score -1512789 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1513049.750000 Penalty: 4776.270020
	Iteration 3Q: 3 clusters Score -1513050 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1513287.875000 Penalty: 4776.270020
	Iteration 4Q: 3 clusters Score -1513288 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1513501.750000 Penalty: 4776.270020
	Iteration 5Q: 3 clusters Score -1513502 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1513775.000000 Penalty: 4776.270020
	Iteration 6Q: 3 clusters Score -1513775 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1514128.125000 Penalty: 4776.270020
	Iteration 7Q: 3 clusters Score -1514128 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1514605.625000 Penalty: 4776.270020
	Iteration 8Q: 3 clusters Score -1514606 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1515229.625000 Penalty: 4776.270020
	Iteration 9F: 3 clusters Score -1515230 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1515855.250000 Penalty: 4776.270020
	Iteration 10F: 3 clusters Score -1515855 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1516463.625000 Penalty: 4776.270020
	Iteration 11Q: 3 clusters Score -1516464 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1516968.625000 Penalty: 4776.270020
	Iteration 12Q: 3 clusters Score -1516969 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1517300.875000 Penalty: 4776.270020
	Iteration 13Q: 3 clusters Score -1517301 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1517481.375000 Penalty: 4776.270020
	Iteration 14Q: 3 clusters Score -1517481 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1517572.125000 Penalty: 4776.270020
	Iteration 15Q: 3 clusters Score -1517572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1517635.250000 Penalty: 4776.270020
	Iteration 16Q: 3 clusters Score -1517635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1517672.250000 Penalty: 4776.270020
	Iteration 17Q: 3 clusters Score -1517672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1517691.875000 Penalty: 4776.270020
	Iteration 18Q: 3 clusters Score -1517692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1517721.125000 Penalty: 4776.270020
	Iteration 19Q: 3 clusters Score -1517721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1517747.375000 Penalty: 4776.270020
	Iteration 20F: 3 clusters Score -1517747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1517757.375000 Penalty: 4776.270020
	Iteration 21Q: 3 clusters Score -1517757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1517766.750000 Penalty: 4776.270020
	Iteration 22Q: 3 clusters Score -1517767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1517781.250000 Penalty: 4776.270020
	Iteration 23Q: 3 clusters Score -1517781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1517788.750000 Penalty: 4776.270020
	Iteration 24Q: 3 clusters Score -1517789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1517796.375000 Penalty: 4776.270020
	Iteration 25Q: 3 clusters Score -1517796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1517801.375000 Penalty: 4776.270020
	Iteration 26Q: 3 clusters Score -1517801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1517805.750000 Penalty: 4776.270020
	Iteration 27Q: 3 clusters Score -1517806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1517808.625000 Penalty: 4776.270020
	Iteration 28Q: 3 clusters Score -1517809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1517808.625000 Penalty: 4776.270020
	Iteration 29F: 3 clusters Score -1517809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -347862.593750 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -347862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -344377.656250 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -344377.7 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -345032.937500 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -345032.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -345166.468750 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -345166.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -345237.406250 Penalty: 4038.607666
	Iteration 3Q: 3 clusters Score -345237.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -345286.687500 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -345286.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -345333.656250 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -345333.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -345363.687500 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -345363.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -345383.437500 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -345383.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -345400.250000 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -345400.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -345420.000000 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -345420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345439.875000 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -345439.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -345451.937500 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -345451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -345463.312500 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -345463.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -345472.812500 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -345472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -345479.687500 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -345479.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -345488.687500 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -345488.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -345494.718750 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -345494.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -345498.218750 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -345498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -345499.906250 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -345499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -345500.218750 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -345500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -345501.531250 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -345501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -345501.625000 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -345501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -345502.625000 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -345502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -345502.625000 Penalty: 4038.607666
	Iteration 23F: 3 clusters Score -345502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -125895.640625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -125895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123688.242188 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -123688.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124068.023438 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -124068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -124189.031250 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -124189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124247.703125 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -124247.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -124285.039062 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -124285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -124303.765625 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -124303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -124309.203125 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -124309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -124318.765625 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -124318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -124332.109375 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -124332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -124340.953125 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -124341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -124352.687500 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -124352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124355.945312 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -124355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -124361.156250 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -124361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -124366.000000 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -124366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -124367.718750 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -124367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -124369.804688 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -124369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124371.632812 Penalty: 3567.322266
	Iteration 16Q: 3 clusters Score -124371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124371.632812 Penalty: 3567.322266
	Iteration 17F: 3 clusters Score -124371.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Entering Unmasked Estep 
Score: -818424.187500 Penalty: 2255.514648
	Iteration 0F: 2 clusters Score -818424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -811459.750000 Penalty: 4511.029297
	Iteration 0F: 3 clusters Score -811459.8 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -813611.375000 Penalty: 4511.029297
	Iteration 1F: 3 clusters Score -813611.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -814083.937500 Penalty: 4511.029297
	Iteration 2F: 3 clusters Score -814083.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -814486.000000 Penalty: 4511.029297
	Iteration 3F: 3 clusters Score -814486 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -814837.062500 Penalty: 4511.029297
	Iteration 4F: 3 clusters Score -814837.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -815096.500000 Penalty: 4511.029297
	Iteration 5Q: 3 clusters Score -815096.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -815303.000000 Penalty: 4511.029297
	Iteration 6Q: 3 clusters Score -815303 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -815487.750000 Penalty: 4511.029297
	Iteration 7Q: 3 clusters Score -815487.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -815668.062500 Penalty: 4511.029297
	Iteration 8Q: 3 clusters Score -815668.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -815835.562500 Penalty: 4511.029297
	Iteration 9Q: 3 clusters Score -815835.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -815993.750000 Penalty: 4511.029297
	Iteration 10Q: 3 clusters Score -815993.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -816146.750000 Penalty: 4511.029297
	Iteration 11Q: 3 clusters Score -816146.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -816283.000000 Penalty: 4511.029297
	Iteration 12Q: 3 clusters Score -816283 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -816370.187500 Penalty: 4511.029297
	Iteration 13Q: 3 clusters Score -816370.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -816449.375000 Penalty: 4511.029297
	Iteration 14Q: 3 clusters Score -816449.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -816514.437500 Penalty: 4511.029297
	Iteration 15Q: 3 clusters Score -816514.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -816568.625000 Penalty: 4511.029297
	Iteration 16Q: 3 clusters Score -816568.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -816615.062500 Penalty: 4511.029297
	Iteration 17Q: 3 clusters Score -816615.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -816654.062500 Penalty: 4511.029297
	Iteration 18Q: 3 clusters Score -816654.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -816691.437500 Penalty: 4511.029297
	Iteration 19Q: 3 clusters Score -816691.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -816716.562500 Penalty: 4511.029297
	Iteration 20F: 3 clusters Score -816716.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -816735.000000 Penalty: 4511.029297
	Iteration 21Q: 3 clusters Score -816735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -816747.250000 Penalty: 4511.029297
	Iteration 22Q: 3 clusters Score -816747.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -816758.062500 Penalty: 4511.029297
	Iteration 23Q: 3 clusters Score -816758.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -816772.875000 Penalty: 4511.029297
	Iteration 24Q: 3 clusters Score -816772.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -816780.125000 Penalty: 4511.029297
	Iteration 25Q: 3 clusters Score -816780.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -816786.250000 Penalty: 4511.029297
	Iteration 26Q: 3 clusters Score -816786.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -816787.437500 Penalty: 4511.029297
	Iteration 27Q: 3 clusters Score -816787.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -816791.625000 Penalty: 4511.029297
	Iteration 28Q: 3 clusters Score -816791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -816794.750000 Penalty: 4511.029297
	Iteration 29Q: 3 clusters Score -816794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -816796.250000 Penalty: 4511.029297
	Iteration 30Q: 3 clusters Score -816796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -816795.562500 Penalty: 4511.029297
	Iteration 31Q: 3 clusters Score -816795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -816799.500000 Penalty: 4511.029297
	Iteration 32Q: 3 clusters Score -816799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -816799.375000 Penalty: 4511.029297
	Iteration 33Q: 3 clusters Score -816799.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -816801.500000 Penalty: 4511.029297
	Iteration 34Q: 3 clusters Score -816801.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -816803.000000 Penalty: 4511.029297
	Iteration 35Q: 3 clusters Score -816803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -816808.062500 Penalty: 4511.029297
	Iteration 36Q: 3 clusters Score -816808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -816810.562500 Penalty: 4511.029297
	Iteration 37Q: 3 clusters Score -816810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -816812.375000 Penalty: 4511.029297
	Iteration 38Q: 3 clusters Score -816812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -816816.375000 Penalty: 4511.029297
	Iteration 39Q: 3 clusters Score -816816.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -816819.687500 Penalty: 4511.029297
	Iteration 40F: 3 clusters Score -816819.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -816822.625000 Penalty: 4511.029297
	Iteration 41Q: 3 clusters Score -816822.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -816824.250000 Penalty: 4511.029297
	Iteration 42Q: 3 clusters Score -816824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -816827.000000 Penalty: 4511.029297
	Iteration 43Q: 3 clusters Score -816827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -816828.125000 Penalty: 4511.029297
	Iteration 44Q: 3 clusters Score -816828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -816827.500000 Penalty: 4511.029297
	Iteration 45Q: 3 clusters Score -816827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -816829.062500 Penalty: 4511.029297
	Iteration 46Q: 3 clusters Score -816829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -816830.500000 Penalty: 4511.029297
	Iteration 47Q: 3 clusters Score -816830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -816832.875000 Penalty: 4511.029297
	Iteration 48Q: 3 clusters Score -816832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -816831.187500 Penalty: 4511.029297
	Iteration 49Q: 3 clusters Score -816831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -816832.625000 Penalty: 4511.029297
	Iteration 50Q: 3 clusters Score -816832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -816835.250000 Penalty: 4511.029297
	Iteration 51Q: 3 clusters Score -816835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -816835.812500 Penalty: 4511.029297
	Iteration 52Q: 3 clusters Score -816835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -816837.687500 Penalty: 4511.029297
	Iteration 53Q: 3 clusters Score -816837.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -816839.875000 Penalty: 4511.029297
	Iteration 54Q: 3 clusters Score -816839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -816839.562500 Penalty: 4511.029297
	Iteration 55Q: 3 clusters Score -816839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -816839.312500 Penalty: 4511.029297
	Iteration 56Q: 3 clusters Score -816839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -816841.562500 Penalty: 4511.029297
	Iteration 57Q: 3 clusters Score -816841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -816844.562500 Penalty: 4511.029297
	Iteration 58Q: 3 clusters Score -816844.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -816850.562500 Penalty: 4511.029297
	Iteration 59Q: 3 clusters Score -816850.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -816852.187500 Penalty: 4511.029297
	Iteration 60F: 3 clusters Score -816852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -816855.750000 Penalty: 4511.029297
	Iteration 61Q: 3 clusters Score -816855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -816859.312500 Penalty: 4511.029297
	Iteration 62Q: 3 clusters Score -816859.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -816859.937500 Penalty: 4511.029297
	Iteration 63Q: 3 clusters Score -816859.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -816864.125000 Penalty: 4511.029297
	Iteration 64Q: 3 clusters Score -816864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -816866.625000 Penalty: 4511.029297
	Iteration 65Q: 3 clusters Score -816866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -816871.125000 Penalty: 4511.029297
	Iteration 66Q: 3 clusters Score -816871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -816870.500000 Penalty: 4511.029297
	Iteration 67Q: 3 clusters Score -816870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -816874.187500 Penalty: 4511.029297
	Iteration 68Q: 3 clusters Score -816874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -816877.312500 Penalty: 4511.029297
	Iteration 69Q: 3 clusters Score -816877.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -816879.250000 Penalty: 4511.029297
	Iteration 70Q: 3 clusters Score -816879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -816885.250000 Penalty: 4511.029297
	Iteration 71Q: 3 clusters Score -816885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -816886.687500 Penalty: 4511.029297
	Iteration 72Q: 3 clusters Score -816886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -816888.625000 Penalty: 4511.029297
	Iteration 73Q: 3 clusters Score -816888.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -816893.812500 Penalty: 4511.029297
	Iteration 74Q: 3 clusters Score -816893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -816900.062500 Penalty: 4511.029297
	Iteration 75Q: 3 clusters Score -816900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -816899.125000 Penalty: 4511.029297
	Iteration 76Q: 3 clusters Score -816899.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -816905.250000 Penalty: 4511.029297
	Iteration 77Q: 3 clusters Score -816905.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -816907.562500 Penalty: 4511.029297
	Iteration 78Q: 3 clusters Score -816907.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -816911.062500 Penalty: 4511.029297
	Iteration 79Q: 3 clusters Score -816911.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -816917.562500 Penalty: 4511.029297
	Iteration 80F: 3 clusters Score -816917.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -816918.250000 Penalty: 4511.029297
	Iteration 81Q: 3 clusters Score -816918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -816923.062500 Penalty: 4511.029297
	Iteration 82Q: 3 clusters Score -816923.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -816925.250000 Penalty: 4511.029297
	Iteration 83Q: 3 clusters Score -816925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -816930.250000 Penalty: 4511.029297
	Iteration 84Q: 3 clusters Score -816930.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -816934.000000 Penalty: 4511.029297
	Iteration 85Q: 3 clusters Score -816934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -816940.000000 Penalty: 4511.029297
	Iteration 86Q: 3 clusters Score -816940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -816949.875000 Penalty: 4511.029297
	Iteration 87Q: 3 clusters Score -816949.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -816952.812500 Penalty: 4511.029297
	Iteration 88Q: 3 clusters Score -816952.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -816960.250000 Penalty: 4511.029297
	Iteration 89Q: 3 clusters Score -816960.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -816969.125000 Penalty: 4511.029297
	Iteration 90Q: 3 clusters Score -816969.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -816978.437500 Penalty: 4511.029297
	Iteration 91Q: 3 clusters Score -816978.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -816985.375000 Penalty: 4511.029297
	Iteration 92Q: 3 clusters Score -816985.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -816993.937500 Penalty: 4511.029297
	Iteration 93Q: 3 clusters Score -816993.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -817002.187500 Penalty: 4511.029297
	Iteration 94Q: 3 clusters Score -817002.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -817008.750000 Penalty: 4511.029297
	Iteration 95Q: 3 clusters Score -817008.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -817021.250000 Penalty: 4511.029297
	Iteration 96Q: 3 clusters Score -817021.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -817029.687500 Penalty: 4511.029297
	Iteration 97Q: 3 clusters Score -817029.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -817040.875000 Penalty: 4511.029297
	Iteration 98Q: 3 clusters Score -817040.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -817047.125000 Penalty: 4511.029297
	Iteration 99Q: 3 clusters Score -817047.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -817057.437500 Penalty: 4511.029297
	Iteration 100F: 3 clusters Score -817057.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -817067.750000 Penalty: 4511.029297
	Iteration 101Q: 3 clusters Score -817067.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -817078.875000 Penalty: 4511.029297
	Iteration 102Q: 3 clusters Score -817078.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -817091.937500 Penalty: 4511.029297
	Iteration 103Q: 3 clusters Score -817091.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -817102.875000 Penalty: 4511.029297
	Iteration 104Q: 3 clusters Score -817102.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -817117.250000 Penalty: 4511.029297
	Iteration 105Q: 3 clusters Score -817117.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -817133.562500 Penalty: 4511.029297
	Iteration 106Q: 3 clusters Score -817133.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -817139.750000 Penalty: 4511.029297
	Iteration 107Q: 3 clusters Score -817139.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -817152.625000 Penalty: 4511.029297
	Iteration 108Q: 3 clusters Score -817152.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -817163.375000 Penalty: 4511.029297
	Iteration 109Q: 3 clusters Score -817163.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -817172.875000 Penalty: 4511.029297
	Iteration 110Q: 3 clusters Score -817172.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -817179.312500 Penalty: 4511.029297
	Iteration 111Q: 3 clusters Score -817179.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -817190.750000 Penalty: 4511.029297
	Iteration 112Q: 3 clusters Score -817190.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -817202.000000 Penalty: 4511.029297
	Iteration 113Q: 3 clusters Score -817202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -817211.250000 Penalty: 4511.029297
	Iteration 114Q: 3 clusters Score -817211.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -817220.687500 Penalty: 4511.029297
	Iteration 115Q: 3 clusters Score -817220.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -817233.562500 Penalty: 4511.029297
	Iteration 116Q: 3 clusters Score -817233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -817237.375000 Penalty: 4511.029297
	Iteration 117Q: 3 clusters Score -817237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -817240.750000 Penalty: 4511.029297
	Iteration 118Q: 3 clusters Score -817240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -817249.187500 Penalty: 4511.029297
	Iteration 119Q: 3 clusters Score -817249.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -817257.375000 Penalty: 4511.029297
	Iteration 120F: 3 clusters Score -817257.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -817265.687500 Penalty: 4511.029297
	Iteration 121Q: 3 clusters Score -817265.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -817278.125000 Penalty: 4511.029297
	Iteration 122Q: 3 clusters Score -817278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -817287.562500 Penalty: 4511.029297
	Iteration 123Q: 3 clusters Score -817287.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -817295.375000 Penalty: 4511.029297
	Iteration 124Q: 3 clusters Score -817295.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -817300.250000 Penalty: 4511.029297
	Iteration 125Q: 3 clusters Score -817300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -817303.875000 Penalty: 4511.029297
	Iteration 126Q: 3 clusters Score -817303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -817309.687500 Penalty: 4511.029297
	Iteration 127Q: 3 clusters Score -817309.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -817312.750000 Penalty: 4511.029297
	Iteration 128Q: 3 clusters Score -817312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -817315.375000 Penalty: 4511.029297
	Iteration 129Q: 3 clusters Score -817315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -817325.437500 Penalty: 4511.029297
	Iteration 130Q: 3 clusters Score -817325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -817327.937500 Penalty: 4511.029297
	Iteration 131Q: 3 clusters Score -817327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -817328.062500 Penalty: 4511.029297
	Iteration 132Q: 3 clusters Score -817328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -817329.500000 Penalty: 4511.029297
	Iteration 133Q: 3 clusters Score -817329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -817330.562500 Penalty: 4511.029297
	Iteration 134Q: 3 clusters Score -817330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -817332.750000 Penalty: 4511.029297
	Iteration 135Q: 3 clusters Score -817332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -817334.937500 Penalty: 4511.029297
	Iteration 136Q: 3 clusters Score -817334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -817335.625000 Penalty: 4511.029297
	Iteration 137Q: 3 clusters Score -817335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -817335.937500 Penalty: 4511.029297
	Iteration 138Q: 3 clusters Score -817335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -817337.562500 Penalty: 4511.029297
	Iteration 139Q: 3 clusters Score -817337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -817339.062500 Penalty: 4511.029297
	Iteration 140F: 3 clusters Score -817339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -817338.312500 Penalty: 4511.029297
	Iteration 141Q: 3 clusters Score -817338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -817337.750000 Penalty: 4511.029297
	Iteration 142Q: 3 clusters Score -817337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -817340.625000 Penalty: 4511.029297
	Iteration 143Q: 3 clusters Score -817340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -817342.250000 Penalty: 4511.029297
	Iteration 144Q: 3 clusters Score -817342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -817342.062500 Penalty: 4511.029297
	Iteration 145Q: 3 clusters Score -817342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -817343.000000 Penalty: 4511.029297
	Iteration 146Q: 3 clusters Score -817343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -817345.062500 Penalty: 4511.029297
	Iteration 147Q: 3 clusters Score -817345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -817346.125000 Penalty: 4511.029297
	Iteration 148Q: 3 clusters Score -817346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -817348.062500 Penalty: 4511.029297
	Iteration 149Q: 3 clusters Score -817348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -817349.562500 Penalty: 4511.029297
	Iteration 150Q: 3 clusters Score -817349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -817351.375000 Penalty: 4511.029297
	Iteration 151Q: 3 clusters Score -817351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -817351.687500 Penalty: 4511.029297
	Iteration 152Q: 3 clusters Score -817351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -817351.687500 Penalty: 4511.029297
	Iteration 153F: 3 clusters Score -817351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (98751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Entering Unmasked Estep 
Score: -9602151.000000 Penalty: 2852.088379
	Iteration 0F: 2 clusters Score -9602151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9536035.000000 Penalty: 5704.176758
	Iteration 0F: 3 clusters Score -9536035 nChanged 46694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -9563631.000000 Penalty: 5704.176758
	Iteration 1F: 3 clusters Score -9563631 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -9565061.000000 Penalty: 5704.176758
	Iteration 2Q: 3 clusters Score -9565061 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -9566919.000000 Penalty: 5704.176758
	Iteration 3Q: 3 clusters Score -9566919 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -9569733.000000 Penalty: 5704.176758
	Iteration 4F: 3 clusters Score -9569733 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -9573869.000000 Penalty: 5704.176758
	Iteration 5F: 3 clusters Score -9573869 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -9578993.000000 Penalty: 5704.176758
	Iteration 6F: 3 clusters Score -9578993 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -9584788.000000 Penalty: 5704.176758
	Iteration 7F: 3 clusters Score -9584788 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -9589992.000000 Penalty: 5704.176758
	Iteration 8F: 3 clusters Score -9589992 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -9594104.000000 Penalty: 5704.176758
	Iteration 9F: 3 clusters Score -9594104 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -9596713.000000 Penalty: 5704.176758
	Iteration 10Q: 3 clusters Score -9596713 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -9598209.000000 Penalty: 5704.176758
	Iteration 11Q: 3 clusters Score -9598209 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -9598902.000000 Penalty: 5704.176758
	Iteration 12Q: 3 clusters Score -9598902 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -9599231.000000 Penalty: 5704.176758
	Iteration 13Q: 3 clusters Score -9599231 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -9599441.000000 Penalty: 5704.176758
	Iteration 14Q: 3 clusters Score -9599441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -9599533.000000 Penalty: 5704.176758
	Iteration 15Q: 3 clusters Score -9599533 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -9599589.000000 Penalty: 5704.176758
	Iteration 16Q: 3 clusters Score -9599589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -9599650.000000 Penalty: 5704.176758
	Iteration 17Q: 3 clusters Score -9599650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -9599691.000000 Penalty: 5704.176758
	Iteration 18Q: 3 clusters Score -9599691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -9599712.000000 Penalty: 5704.176758
	Iteration 19Q: 3 clusters Score -9599712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -9599732.000000 Penalty: 5704.176758
	Iteration 20F: 3 clusters Score -9599732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -9599747.000000 Penalty: 5704.176758
	Iteration 21Q: 3 clusters Score -9599747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -9599751.000000 Penalty: 5704.176758
	Iteration 22Q: 3 clusters Score -9599751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -9599743.000000 Penalty: 5704.176758
	Iteration 23Q: 3 clusters Score -9599743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -9599749.000000 Penalty: 5704.176758
	Iteration 24Q: 3 clusters Score -9599749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -9599744.000000 Penalty: 5704.176758
	Iteration 25Q: 3 clusters Score -9599744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 98277 members 
Entering Unmasked Estep 
Score: -9599754.000000 Penalty: 5704.176758
	Iteration 26Q: 3 clusters Score -9599754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -9599760.000000 Penalty: 5704.176758
	Iteration 27Q: 3 clusters Score -9599760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 98277 members 
Entering Unmasked Estep 
Score: -9599759.000000 Penalty: 5704.176758
	Iteration 28Q: 3 clusters Score -9599759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -9599764.000000 Penalty: 5704.176758
	Iteration 29Q: 3 clusters Score -9599764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 98277 members 
Entering Unmasked Estep 
Score: -9599759.000000 Penalty: 5704.176758
	Iteration 30Q: 3 clusters Score -9599759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -9599761.000000 Penalty: 5704.176758
	Iteration 31Q: 3 clusters Score -9599761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -9599760.000000 Penalty: 5704.176758
	Iteration 32Q: 3 clusters Score -9599760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -9599759.000000 Penalty: 5704.176758
	Iteration 33Q: 3 clusters Score -9599759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -9599753.000000 Penalty: 5704.176758
	Iteration 34Q: 3 clusters Score -9599753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -9599753.000000 Penalty: 5704.176758
	Iteration 35F: 3 clusters Score -9599753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -401639.406250 Penalty: 2056.427734
	Iteration 0F: 2 clusters Score -401639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -397764.375000 Penalty: 4112.855469
	Iteration 0F: 3 clusters Score -397764.4 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -398589.375000 Penalty: 4112.855469
	Iteration 1F: 3 clusters Score -398589.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -398783.406250 Penalty: 4112.855469
	Iteration 2F: 3 clusters Score -398783.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -398904.562500 Penalty: 4112.855469
	Iteration 3F: 3 clusters Score -398904.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -399016.562500 Penalty: 4112.855469
	Iteration 4Q: 3 clusters Score -399016.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -399110.031250 Penalty: 4112.855469
	Iteration 5Q: 3 clusters Score -399110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -399184.125000 Penalty: 4112.855469
	Iteration 6Q: 3 clusters Score -399184.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -399240.375000 Penalty: 4112.855469
	Iteration 7Q: 3 clusters Score -399240.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -399285.812500 Penalty: 4112.855469
	Iteration 8Q: 3 clusters Score -399285.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -399324.937500 Penalty: 4112.855469
	Iteration 9Q: 3 clusters Score -399324.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -399357.687500 Penalty: 4112.855469
	Iteration 10Q: 3 clusters Score -399357.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -399398.218750 Penalty: 4112.855469
	Iteration 11Q: 3 clusters Score -399398.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -399432.000000 Penalty: 4112.855469
	Iteration 12Q: 3 clusters Score -399432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -399463.812500 Penalty: 4112.855469
	Iteration 13Q: 3 clusters Score -399463.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -399491.093750 Penalty: 4112.855469
	Iteration 14Q: 3 clusters Score -399491.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -399518.562500 Penalty: 4112.855469
	Iteration 15Q: 3 clusters Score -399518.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -399541.500000 Penalty: 4112.855469
	Iteration 16Q: 3 clusters Score -399541.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -399566.562500 Penalty: 4112.855469
	Iteration 17Q: 3 clusters Score -399566.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -399582.593750 Penalty: 4112.855469
	Iteration 18Q: 3 clusters Score -399582.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -399598.375000 Penalty: 4112.855469
	Iteration 19Q: 3 clusters Score -399598.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -399608.500000 Penalty: 4112.855469
	Iteration 20F: 3 clusters Score -399608.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -399618.250000 Penalty: 4112.855469
	Iteration 21Q: 3 clusters Score -399618.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -399625.906250 Penalty: 4112.855469
	Iteration 22Q: 3 clusters Score -399625.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -399631.406250 Penalty: 4112.855469
	Iteration 23Q: 3 clusters Score -399631.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -399636.218750 Penalty: 4112.855469
	Iteration 24Q: 3 clusters Score -399636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -399640.500000 Penalty: 4112.855469
	Iteration 25Q: 3 clusters Score -399640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -399645.312500 Penalty: 4112.855469
	Iteration 26Q: 3 clusters Score -399645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -399649.406250 Penalty: 4112.855469
	Iteration 27Q: 3 clusters Score -399649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -399655.187500 Penalty: 4112.855469
	Iteration 28Q: 3 clusters Score -399655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -399659.125000 Penalty: 4112.855469
	Iteration 29Q: 3 clusters Score -399659.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -399663.531250 Penalty: 4112.855469
	Iteration 30Q: 3 clusters Score -399663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -399667.468750 Penalty: 4112.855469
	Iteration 31Q: 3 clusters Score -399667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -399671.625000 Penalty: 4112.855469
	Iteration 32Q: 3 clusters Score -399671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -399677.531250 Penalty: 4112.855469
	Iteration 33Q: 3 clusters Score -399677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -399679.812500 Penalty: 4112.855469
	Iteration 34Q: 3 clusters Score -399679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -399682.062500 Penalty: 4112.855469
	Iteration 35Q: 3 clusters Score -399682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -399681.750000 Penalty: 4112.855469
	Iteration 36Q: 3 clusters Score -399681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -399682.906250 Penalty: 4112.855469
	Iteration 37Q: 3 clusters Score -399682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -399682.843750 Penalty: 4112.855469
	Iteration 38Q: 3 clusters Score -399682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -399682.875000 Penalty: 4112.855469
	Iteration 39Q: 3 clusters Score -399682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -399683.687500 Penalty: 4112.855469
	Iteration 40F: 3 clusters Score -399683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -399683.281250 Penalty: 4112.855469
	Iteration 41Q: 3 clusters Score -399683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -399684.343750 Penalty: 4112.855469
	Iteration 42Q: 3 clusters Score -399684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -399685.593750 Penalty: 4112.855469
	Iteration 43Q: 3 clusters Score -399685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -399686.250000 Penalty: 4112.855469
	Iteration 44Q: 3 clusters Score -399686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -399688.500000 Penalty: 4112.855469
	Iteration 45Q: 3 clusters Score -399688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -399689.781250 Penalty: 4112.855469
	Iteration 46Q: 3 clusters Score -399689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -399689.593750 Penalty: 4112.855469
	Iteration 47Q: 3 clusters Score -399689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -399689.593750 Penalty: 4112.855469
	Iteration 48F: 3 clusters Score -399689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Entering Unmasked Estep 
Score: -2290880.500000 Penalty: 2482.916260
	Iteration 0F: 2 clusters Score -2290880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2275357.750000 Penalty: 4965.832520
	Iteration 0F: 3 clusters Score -2275358 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2280710.750000 Penalty: 4965.832520
	Iteration 1F: 3 clusters Score -2280711 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2281227.750000 Penalty: 4965.832520
	Iteration 2F: 3 clusters Score -2281228 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2281747.250000 Penalty: 4965.832520
	Iteration 3F: 3 clusters Score -2281747 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2282341.250000 Penalty: 4965.832520
	Iteration 4F: 3 clusters Score -2282341 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2282977.500000 Penalty: 4965.832520
	Iteration 5F: 3 clusters Score -2282978 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2283645.000000 Penalty: 4965.832520
	Iteration 6F: 3 clusters Score -2283645 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2284340.250000 Penalty: 4965.832520
	Iteration 7F: 3 clusters Score -2284340 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2285006.000000 Penalty: 4965.832520
	Iteration 8Q: 3 clusters Score -2285006 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2285554.250000 Penalty: 4965.832520
	Iteration 9Q: 3 clusters Score -2285554 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2285910.500000 Penalty: 4965.832520
	Iteration 10Q: 3 clusters Score -2285910 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2286128.500000 Penalty: 4965.832520
	Iteration 11Q: 3 clusters Score -2286128 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2286280.750000 Penalty: 4965.832520
	Iteration 12Q: 3 clusters Score -2286281 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2286368.500000 Penalty: 4965.832520
	Iteration 13Q: 3 clusters Score -2286368 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2286422.000000 Penalty: 4965.832520
	Iteration 14Q: 3 clusters Score -2286422 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2286474.500000 Penalty: 4965.832520
	Iteration 15Q: 3 clusters Score -2286474 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2286501.500000 Penalty: 4965.832520
	Iteration 16Q: 3 clusters Score -2286502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2286524.500000 Penalty: 4965.832520
	Iteration 17Q: 3 clusters Score -2286524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2286551.000000 Penalty: 4965.832520
	Iteration 18Q: 3 clusters Score -2286551 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2286577.500000 Penalty: 4965.832520
	Iteration 19Q: 3 clusters Score -2286578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2286605.750000 Penalty: 4965.832520
	Iteration 20F: 3 clusters Score -2286606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2286615.750000 Penalty: 4965.832520
	Iteration 21Q: 3 clusters Score -2286616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2286635.750000 Penalty: 4965.832520
	Iteration 22Q: 3 clusters Score -2286636 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2286665.500000 Penalty: 4965.832520
	Iteration 23Q: 3 clusters Score -2286666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2286693.750000 Penalty: 4965.832520
	Iteration 24Q: 3 clusters Score -2286694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2286716.000000 Penalty: 4965.832520
	Iteration 25Q: 3 clusters Score -2286716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2286746.750000 Penalty: 4965.832520
	Iteration 26Q: 3 clusters Score -2286747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2286767.500000 Penalty: 4965.832520
	Iteration 27Q: 3 clusters Score -2286768 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2286812.500000 Penalty: 4965.832520
	Iteration 28Q: 3 clusters Score -2286812 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2286869.000000 Penalty: 4965.832520
	Iteration 29Q: 3 clusters Score -2286869 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2286925.250000 Penalty: 4965.832520
	Iteration 30Q: 3 clusters Score -2286925 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2286973.000000 Penalty: 4965.832520
	Iteration 31Q: 3 clusters Score -2286973 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2287042.250000 Penalty: 4965.832520
	Iteration 32Q: 3 clusters Score -2287042 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2287120.500000 Penalty: 4965.832520
	Iteration 33Q: 3 clusters Score -2287120 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2287198.500000 Penalty: 4965.832520
	Iteration 34Q: 3 clusters Score -2287198 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2287273.250000 Penalty: 4965.832520
	Iteration 35Q: 3 clusters Score -2287273 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2287370.500000 Penalty: 4965.832520
	Iteration 36Q: 3 clusters Score -2287370 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2287480.250000 Penalty: 4965.832520
	Iteration 37Q: 3 clusters Score -2287480 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2287590.000000 Penalty: 4965.832520
	Iteration 38Q: 3 clusters Score -2287590 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2287698.500000 Penalty: 4965.832520
	Iteration 39Q: 3 clusters Score -2287698 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2287812.750000 Penalty: 4965.832520
	Iteration 40F: 3 clusters Score -2287813 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2287961.000000 Penalty: 4965.832520
	Iteration 41Q: 3 clusters Score -2287961 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2288097.500000 Penalty: 4965.832520
	Iteration 42Q: 3 clusters Score -2288098 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2288246.500000 Penalty: 4965.832520
	Iteration 43Q: 3 clusters Score -2288246 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2288370.500000 Penalty: 4965.832520
	Iteration 44Q: 3 clusters Score -2288370 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2288457.500000 Penalty: 4965.832520
	Iteration 45Q: 3 clusters Score -2288458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2288545.500000 Penalty: 4965.832520
	Iteration 46Q: 3 clusters Score -2288546 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2288597.750000 Penalty: 4965.832520
	Iteration 47Q: 3 clusters Score -2288598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2288649.000000 Penalty: 4965.832520
	Iteration 48Q: 3 clusters Score -2288649 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2288694.000000 Penalty: 4965.832520
	Iteration 49Q: 3 clusters Score -2288694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2288733.000000 Penalty: 4965.832520
	Iteration 50Q: 3 clusters Score -2288733 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2288771.000000 Penalty: 4965.832520
	Iteration 51Q: 3 clusters Score -2288771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2288802.750000 Penalty: 4965.832520
	Iteration 52Q: 3 clusters Score -2288803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2288830.500000 Penalty: 4965.832520
	Iteration 53Q: 3 clusters Score -2288830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2288852.500000 Penalty: 4965.832520
	Iteration 54Q: 3 clusters Score -2288852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2288877.750000 Penalty: 4965.832520
	Iteration 55Q: 3 clusters Score -2288878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2288896.000000 Penalty: 4965.832520
	Iteration 56Q: 3 clusters Score -2288896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2288905.750000 Penalty: 4965.832520
	Iteration 57Q: 3 clusters Score -2288906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2288914.250000 Penalty: 4965.832520
	Iteration 58Q: 3 clusters Score -2288914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2288929.750000 Penalty: 4965.832520
	Iteration 59Q: 3 clusters Score -2288930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2288943.250000 Penalty: 4965.832520
	Iteration 60F: 3 clusters Score -2288943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2288950.500000 Penalty: 4965.832520
	Iteration 61Q: 3 clusters Score -2288950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2288960.750000 Penalty: 4965.832520
	Iteration 62Q: 3 clusters Score -2288961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2288961.750000 Penalty: 4965.832520
	Iteration 63Q: 3 clusters Score -2288962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2288964.250000 Penalty: 4965.832520
	Iteration 64Q: 3 clusters Score -2288964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2288969.500000 Penalty: 4965.832520
	Iteration 65Q: 3 clusters Score -2288970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2288973.750000 Penalty: 4965.832520
	Iteration 66Q: 3 clusters Score -2288974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2288977.500000 Penalty: 4965.832520
	Iteration 67Q: 3 clusters Score -2288978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2288981.000000 Penalty: 4965.832520
	Iteration 68Q: 3 clusters Score -2288981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2288985.250000 Penalty: 4965.832520
	Iteration 69Q: 3 clusters Score -2288985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2288986.500000 Penalty: 4965.832520
	Iteration 70Q: 3 clusters Score -2288986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2288990.000000 Penalty: 4965.832520
	Iteration 71Q: 3 clusters Score -2288990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2288987.500000 Penalty: 4965.832520
	Iteration 72Q: 3 clusters Score -2288988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2288990.750000 Penalty: 4965.832520
	Iteration 73Q: 3 clusters Score -2288991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2288995.750000 Penalty: 4965.832520
	Iteration 74Q: 3 clusters Score -2288996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2288997.250000 Penalty: 4965.832520
	Iteration 75Q: 3 clusters Score -2288997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2288999.750000 Penalty: 4965.832520
	Iteration 76Q: 3 clusters Score -2289000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2289003.000000 Penalty: 4965.832520
	Iteration 77Q: 3 clusters Score -2289003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2289004.500000 Penalty: 4965.832520
	Iteration 78Q: 3 clusters Score -2289004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2289002.000000 Penalty: 4965.832520
	Iteration 79Q: 3 clusters Score -2289002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2289004.250000 Penalty: 4965.832520
	Iteration 80F: 3 clusters Score -2289004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2289004.750000 Penalty: 4965.832520
	Iteration 81Q: 3 clusters Score -2289005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2289007.750000 Penalty: 4965.832520
	Iteration 82Q: 3 clusters Score -2289008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2289010.000000 Penalty: 4965.832520
	Iteration 83Q: 3 clusters Score -2289010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2289006.750000 Penalty: 4965.832520
	Iteration 84Q: 3 clusters Score -2289007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2289012.750000 Penalty: 4965.832520
	Iteration 85Q: 3 clusters Score -2289013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2289015.250000 Penalty: 4965.832520
	Iteration 86Q: 3 clusters Score -2289015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2289012.500000 Penalty: 4965.832520
	Iteration 87Q: 3 clusters Score -2289012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2289014.250000 Penalty: 4965.832520
	Iteration 88Q: 3 clusters Score -2289014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2289012.750000 Penalty: 4965.832520
	Iteration 89Q: 3 clusters Score -2289013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2289013.250000 Penalty: 4965.832520
	Iteration 90Q: 3 clusters Score -2289013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2289015.750000 Penalty: 4965.832520
	Iteration 91Q: 3 clusters Score -2289016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2289016.000000 Penalty: 4965.832520
	Iteration 92Q: 3 clusters Score -2289016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2289013.500000 Penalty: 4965.832520
	Iteration 93Q: 3 clusters Score -2289014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2289013.500000 Penalty: 4965.832520
	Iteration 94F: 3 clusters Score -2289014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Entering Unmasked Estep 
Score: -555086.937500 Penalty: 2158.181396
	Iteration 0F: 2 clusters Score -555086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -549960.125000 Penalty: 4316.362793
	Iteration 0F: 3 clusters Score -549960.1 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -551355.437500 Penalty: 4316.362793
	Iteration 1F: 3 clusters Score -551355.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -551702.500000 Penalty: 4316.362793
	Iteration 2F: 3 clusters Score -551702.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -551988.125000 Penalty: 4316.362793
	Iteration 3F: 3 clusters Score -551988.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -552228.812500 Penalty: 4316.362793
	Iteration 4F: 3 clusters Score -552228.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -552457.750000 Penalty: 4316.362793
	Iteration 5Q: 3 clusters Score -552457.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -552636.000000 Penalty: 4316.362793
	Iteration 6Q: 3 clusters Score -552636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -552787.875000 Penalty: 4316.362793
	Iteration 7Q: 3 clusters Score -552787.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -552927.250000 Penalty: 4316.362793
	Iteration 8Q: 3 clusters Score -552927.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -553045.562500 Penalty: 4316.362793
	Iteration 9Q: 3 clusters Score -553045.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -553140.000000 Penalty: 4316.362793
	Iteration 10Q: 3 clusters Score -553140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -553224.062500 Penalty: 4316.362793
	Iteration 11Q: 3 clusters Score -553224.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -553295.500000 Penalty: 4316.362793
	Iteration 12Q: 3 clusters Score -553295.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -553356.062500 Penalty: 4316.362793
	Iteration 13Q: 3 clusters Score -553356.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -553406.625000 Penalty: 4316.362793
	Iteration 14Q: 3 clusters Score -553406.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -553459.625000 Penalty: 4316.362793
	Iteration 15Q: 3 clusters Score -553459.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -553527.937500 Penalty: 4316.362793
	Iteration 16Q: 3 clusters Score -553527.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -553597.875000 Penalty: 4316.362793
	Iteration 17Q: 3 clusters Score -553597.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -553677.812500 Penalty: 4316.362793
	Iteration 18Q: 3 clusters Score -553677.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -553766.812500 Penalty: 4316.362793
	Iteration 19Q: 3 clusters Score -553766.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -553853.750000 Penalty: 4316.362793
	Iteration 20F: 3 clusters Score -553853.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -553943.000000 Penalty: 4316.362793
	Iteration 21Q: 3 clusters Score -553943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -554008.500000 Penalty: 4316.362793
	Iteration 22Q: 3 clusters Score -554008.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -554056.187500 Penalty: 4316.362793
	Iteration 23Q: 3 clusters Score -554056.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -554097.687500 Penalty: 4316.362793
	Iteration 24Q: 3 clusters Score -554097.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -554142.500000 Penalty: 4316.362793
	Iteration 25Q: 3 clusters Score -554142.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -554177.000000 Penalty: 4316.362793
	Iteration 26Q: 3 clusters Score -554177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -554213.875000 Penalty: 4316.362793
	Iteration 27Q: 3 clusters Score -554213.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -554236.062500 Penalty: 4316.362793
	Iteration 28Q: 3 clusters Score -554236.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -554246.875000 Penalty: 4316.362793
	Iteration 29Q: 3 clusters Score -554246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -554253.875000 Penalty: 4316.362793
	Iteration 30Q: 3 clusters Score -554253.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -554258.937500 Penalty: 4316.362793
	Iteration 31Q: 3 clusters Score -554258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -554264.375000 Penalty: 4316.362793
	Iteration 32Q: 3 clusters Score -554264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -554267.750000 Penalty: 4316.362793
	Iteration 33Q: 3 clusters Score -554267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -554269.625000 Penalty: 4316.362793
	Iteration 34Q: 3 clusters Score -554269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -554274.312500 Penalty: 4316.362793
	Iteration 35Q: 3 clusters Score -554274.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -554278.937500 Penalty: 4316.362793
	Iteration 36Q: 3 clusters Score -554278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -554287.437500 Penalty: 4316.362793
	Iteration 37Q: 3 clusters Score -554287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -554292.062500 Penalty: 4316.362793
	Iteration 38Q: 3 clusters Score -554292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -554300.000000 Penalty: 4316.362793
	Iteration 39Q: 3 clusters Score -554300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -554307.562500 Penalty: 4316.362793
	Iteration 40F: 3 clusters Score -554307.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -554313.812500 Penalty: 4316.362793
	Iteration 41Q: 3 clusters Score -554313.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -554320.062500 Penalty: 4316.362793
	Iteration 42Q: 3 clusters Score -554320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -554321.500000 Penalty: 4316.362793
	Iteration 43Q: 3 clusters Score -554321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -554323.875000 Penalty: 4316.362793
	Iteration 44Q: 3 clusters Score -554323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -554325.375000 Penalty: 4316.362793
	Iteration 45Q: 3 clusters Score -554325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -554326.687500 Penalty: 4316.362793
	Iteration 46Q: 3 clusters Score -554326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -554330.062500 Penalty: 4316.362793
	Iteration 47Q: 3 clusters Score -554330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -554331.937500 Penalty: 4316.362793
	Iteration 48Q: 3 clusters Score -554331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -554332.312500 Penalty: 4316.362793
	Iteration 49Q: 3 clusters Score -554332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -554332.312500 Penalty: 4316.362793
	Iteration 50Q: 3 clusters Score -554332.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -554332.312500 Penalty: 4316.362793
	Iteration 51F: 3 clusters Score -554332.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -560671.437500 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -560671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -555831.937500 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -555831.9 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -556988.250000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -556988.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -557204.687500 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -557204.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -557354.750000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -557354.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -557465.875000 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -557465.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -557534.250000 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -557534.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -557594.437500 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -557594.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -557645.625000 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -557645.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -557713.937500 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -557713.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -557792.375000 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -557792.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -557883.187500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -557883.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -557973.500000 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -557973.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -558068.187500 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -558068.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -558157.125000 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -558157.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -558265.687500 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -558265.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -558376.312500 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -558376.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -558458.687500 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -558458.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -558518.562500 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -558518.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -558573.000000 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -558573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -558619.875000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -558619.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -558650.125000 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -558650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -558672.062500 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -558672.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -558689.625000 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -558689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -558707.937500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -558707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -558727.875000 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -558727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -558745.125000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -558745.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -558756.562500 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -558756.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -558772.375000 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -558772.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -558783.250000 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -558783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -558789.562500 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -558789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -558790.875000 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -558790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -558793.062500 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -558793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -558798.187500 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -558798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -558803.312500 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -558803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -558810.562500 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -558810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -558815.187500 Penalty: 4276.558105
	Iteration 35Q: 3 clusters Score -558815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -558819.562500 Penalty: 4276.558105
	Iteration 36Q: 3 clusters Score -558819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -558827.562500 Penalty: 4276.558105
	Iteration 37Q: 3 clusters Score -558827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -558832.375000 Penalty: 4276.558105
	Iteration 38Q: 3 clusters Score -558832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -558833.875000 Penalty: 4276.558105
	Iteration 39Q: 3 clusters Score -558833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -558835.250000 Penalty: 4276.558105
	Iteration 40F: 3 clusters Score -558835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -558835.375000 Penalty: 4276.558105
	Iteration 41Q: 3 clusters Score -558835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -558836.375000 Penalty: 4276.558105
	Iteration 42Q: 3 clusters Score -558836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -558837.312500 Penalty: 4276.558105
	Iteration 43Q: 3 clusters Score -558837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -558838.187500 Penalty: 4276.558105
	Iteration 44Q: 3 clusters Score -558838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -558838.187500 Penalty: 4276.558105
	Iteration 45F: 3 clusters Score -558838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -360197.000000 Penalty: 2055.244629
	Iteration 0F: 2 clusters Score -360197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -356281.500000 Penalty: 4110.489258
	Iteration 0F: 3 clusters Score -356281.5 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -357210.875000 Penalty: 4110.489258
	Iteration 1F: 3 clusters Score -357210.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -357516.656250 Penalty: 4110.489258
	Iteration 2F: 3 clusters Score -357516.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -357794.625000 Penalty: 4110.489258
	Iteration 3F: 3 clusters Score -357794.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -358063.343750 Penalty: 4110.489258
	Iteration 4F: 3 clusters Score -358063.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358326.406250 Penalty: 4110.489258
	Iteration 5F: 3 clusters Score -358326.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -358516.437500 Penalty: 4110.489258
	Iteration 6F: 3 clusters Score -358516.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -358649.093750 Penalty: 4110.489258
	Iteration 7Q: 3 clusters Score -358649.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -358773.593750 Penalty: 4110.489258
	Iteration 8Q: 3 clusters Score -358773.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -358881.500000 Penalty: 4110.489258
	Iteration 9Q: 3 clusters Score -358881.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -358957.750000 Penalty: 4110.489258
	Iteration 10Q: 3 clusters Score -358957.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -359034.250000 Penalty: 4110.489258
	Iteration 11Q: 3 clusters Score -359034.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -359095.156250 Penalty: 4110.489258
	Iteration 12Q: 3 clusters Score -359095.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -359145.656250 Penalty: 4110.489258
	Iteration 13Q: 3 clusters Score -359145.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -359175.031250 Penalty: 4110.489258
	Iteration 14Q: 3 clusters Score -359175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -359200.437500 Penalty: 4110.489258
	Iteration 15Q: 3 clusters Score -359200.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -359216.562500 Penalty: 4110.489258
	Iteration 16Q: 3 clusters Score -359216.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -359229.812500 Penalty: 4110.489258
	Iteration 17Q: 3 clusters Score -359229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -359242.093750 Penalty: 4110.489258
	Iteration 18Q: 3 clusters Score -359242.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -359260.031250 Penalty: 4110.489258
	Iteration 19Q: 3 clusters Score -359260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -359281.593750 Penalty: 4110.489258
	Iteration 20F: 3 clusters Score -359281.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -359293.125000 Penalty: 4110.489258
	Iteration 21Q: 3 clusters Score -359293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359300.343750 Penalty: 4110.489258
	Iteration 22Q: 3 clusters Score -359300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -359307.468750 Penalty: 4110.489258
	Iteration 23Q: 3 clusters Score -359307.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -359315.843750 Penalty: 4110.489258
	Iteration 24Q: 3 clusters Score -359315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -359319.000000 Penalty: 4110.489258
	Iteration 25Q: 3 clusters Score -359319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -359322.781250 Penalty: 4110.489258
	Iteration 26Q: 3 clusters Score -359322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -359326.343750 Penalty: 4110.489258
	Iteration 27Q: 3 clusters Score -359326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -359328.437500 Penalty: 4110.489258
	Iteration 28Q: 3 clusters Score -359328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -359329.250000 Penalty: 4110.489258
	Iteration 29Q: 3 clusters Score -359329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -359330.281250 Penalty: 4110.489258
	Iteration 30Q: 3 clusters Score -359330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -359332.406250 Penalty: 4110.489258
	Iteration 31Q: 3 clusters Score -359332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -359333.250000 Penalty: 4110.489258
	Iteration 32Q: 3 clusters Score -359333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359336.500000 Penalty: 4110.489258
	Iteration 33Q: 3 clusters Score -359336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -359338.062500 Penalty: 4110.489258
	Iteration 34Q: 3 clusters Score -359338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -359339.687500 Penalty: 4110.489258
	Iteration 35Q: 3 clusters Score -359339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -359342.625000 Penalty: 4110.489258
	Iteration 36Q: 3 clusters Score -359342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -359346.000000 Penalty: 4110.489258
	Iteration 37Q: 3 clusters Score -359346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -359347.500000 Penalty: 4110.489258
	Iteration 38Q: 3 clusters Score -359347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -359347.218750 Penalty: 4110.489258
	Iteration 39Q: 3 clusters Score -359347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -359349.281250 Penalty: 4110.489258
	Iteration 40F: 3 clusters Score -359349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359350.906250 Penalty: 4110.489258
	Iteration 41Q: 3 clusters Score -359350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -359351.062500 Penalty: 4110.489258
	Iteration 42Q: 3 clusters Score -359351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359351.250000 Penalty: 4110.489258
	Iteration 43Q: 3 clusters Score -359351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359351.250000 Penalty: 4110.489258
	Iteration 44F: 3 clusters Score -359351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -106625.281250 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -106625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104574.523438 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -104574.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104855.828125 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -104855.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104960.242188 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -104960.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104999.976562 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -105000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105014.945312 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -105014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105027.367188 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -105027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105037.375000 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -105037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105048.968750 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -105049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105056.101562 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -105056.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105067.882812 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -105067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105071.382812 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -105071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105073.742188 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -105073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105077.781250 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -105077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105082.765625 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -105082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105086.804688 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -105086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105088.718750 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -105088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105092.023438 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -105092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105094.085938 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -105094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105096.742188 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -105096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105097.687500 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -105097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105098.210938 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -105098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -124508.062500 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -124508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122301.078125 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -122301.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122660.164062 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -122660.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -122764.445312 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -122764.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122819.484375 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -122819.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -122857.421875 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -122857.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -122881.945312 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -122881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -122911.523438 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -122911.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122947.640625 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -122947.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122985.023438 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -122985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -123018.687500 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -123018.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123045.906250 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -123045.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -123059.398438 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -123059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123070.937500 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -123070.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123078.562500 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -123078.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123095.695312 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -123095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123109.601562 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -123109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123131.320312 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -123131.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -123150.757812 Penalty: 3612.249512
	Iteration 17Q: 3 clusters Score -123150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123164.414062 Penalty: 3612.249512
	Iteration 18Q: 3 clusters Score -123164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123177.421875 Penalty: 3612.249512
	Iteration 19Q: 3 clusters Score -123177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -123184.867188 Penalty: 3612.249512
	Iteration 20F: 3 clusters Score -123184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -123188.554688 Penalty: 3612.249512
	Iteration 21Q: 3 clusters Score -123188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -123191.171875 Penalty: 3612.249512
	Iteration 22Q: 3 clusters Score -123191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -123193.437500 Penalty: 3612.249512
	Iteration 23Q: 3 clusters Score -123193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123196.281250 Penalty: 3612.249512
	Iteration 24Q: 3 clusters Score -123196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123198.070312 Penalty: 3612.249512
	Iteration 25Q: 3 clusters Score -123198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123198.617188 Penalty: 3612.249512
	Iteration 26Q: 3 clusters Score -123198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123198.617188 Penalty: 3612.249512
	Iteration 27F: 3 clusters Score -123198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -641814.437500 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -641814.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -636491.312500 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -636491.3 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -637942.125000 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -637942.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -638324.000000 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -638324 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -638653.250000 Penalty: 4343.080078
	Iteration 3F: 3 clusters Score -638653.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -638895.312500 Penalty: 4343.080078
	Iteration 4F: 3 clusters Score -638895.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -639070.375000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -639070.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -639174.937500 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -639174.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -639249.375000 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -639249.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -639312.812500 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -639312.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -639375.687500 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -639375.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -639433.250000 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -639433.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -639488.625000 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -639488.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -639541.000000 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -639541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -639583.000000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -639583 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -639623.000000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -639623 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -639654.937500 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -639654.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -639688.562500 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -639688.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -639716.937500 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -639716.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -639752.500000 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -639752.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -639778.437500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -639778.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -639796.750000 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -639796.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -639815.375000 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -639815.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -639834.875000 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -639834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -639851.250000 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -639851.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -639864.125000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -639864.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -639870.875000 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -639870.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -639879.937500 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -639879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -639886.375000 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -639886.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -639893.937500 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -639893.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -639900.375000 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -639900.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -639906.125000 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -639906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -639909.000000 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -639909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -639911.562500 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -639911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -639915.000000 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -639915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -639919.250000 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -639919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -639924.062500 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -639924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -639931.687500 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -639931.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -639937.812500 Penalty: 4343.080078
	Iteration 37Q: 3 clusters Score -639937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -639947.125000 Penalty: 4343.080078
	Iteration 38Q: 3 clusters Score -639947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -639955.500000 Penalty: 4343.080078
	Iteration 39Q: 3 clusters Score -639955.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -639963.875000 Penalty: 4343.080078
	Iteration 40F: 3 clusters Score -639963.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -639973.312500 Penalty: 4343.080078
	Iteration 41Q: 3 clusters Score -639973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -639978.812500 Penalty: 4343.080078
	Iteration 42Q: 3 clusters Score -639978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -639983.062500 Penalty: 4343.080078
	Iteration 43Q: 3 clusters Score -639983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -639986.187500 Penalty: 4343.080078
	Iteration 44Q: 3 clusters Score -639986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -639986.250000 Penalty: 4343.080078
	Iteration 45Q: 3 clusters Score -639986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -639987.687500 Penalty: 4343.080078
	Iteration 46Q: 3 clusters Score -639987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -639989.125000 Penalty: 4343.080078
	Iteration 47Q: 3 clusters Score -639989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -639990.625000 Penalty: 4343.080078
	Iteration 48Q: 3 clusters Score -639990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -639991.937500 Penalty: 4343.080078
	Iteration 49Q: 3 clusters Score -639991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -639991.312500 Penalty: 4343.080078
	Iteration 50Q: 3 clusters Score -639991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -639991.312500 Penalty: 4343.080078
	Iteration 51F: 3 clusters Score -639991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -993333.437500 Penalty: 2292.935547
	Iteration 0F: 2 clusters Score -993333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -985457.875000 Penalty: 4585.871094
	Iteration 0F: 3 clusters Score -985457.9 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -987724.375000 Penalty: 4585.871094
	Iteration 1F: 3 clusters Score -987724.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -988085.187500 Penalty: 4585.871094
	Iteration 2F: 3 clusters Score -988085.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -988387.062500 Penalty: 4585.871094
	Iteration 3F: 3 clusters Score -988387.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -988679.875000 Penalty: 4585.871094
	Iteration 4F: 3 clusters Score -988679.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -988973.125000 Penalty: 4585.871094
	Iteration 5Q: 3 clusters Score -988973.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -989261.687500 Penalty: 4585.871094
	Iteration 6Q: 3 clusters Score -989261.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -989550.625000 Penalty: 4585.871094
	Iteration 7Q: 3 clusters Score -989550.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -989816.875000 Penalty: 4585.871094
	Iteration 8Q: 3 clusters Score -989816.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -990018.187500 Penalty: 4585.871094
	Iteration 9Q: 3 clusters Score -990018.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -990163.875000 Penalty: 4585.871094
	Iteration 10Q: 3 clusters Score -990163.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -990294.375000 Penalty: 4585.871094
	Iteration 11Q: 3 clusters Score -990294.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -990403.562500 Penalty: 4585.871094
	Iteration 12Q: 3 clusters Score -990403.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -990507.375000 Penalty: 4585.871094
	Iteration 13Q: 3 clusters Score -990507.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -990598.687500 Penalty: 4585.871094
	Iteration 14Q: 3 clusters Score -990598.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -990680.875000 Penalty: 4585.871094
	Iteration 15Q: 3 clusters Score -990680.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -990751.937500 Penalty: 4585.871094
	Iteration 16Q: 3 clusters Score -990751.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -990825.125000 Penalty: 4585.871094
	Iteration 17Q: 3 clusters Score -990825.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -990888.937500 Penalty: 4585.871094
	Iteration 18Q: 3 clusters Score -990888.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -990941.562500 Penalty: 4585.871094
	Iteration 19Q: 3 clusters Score -990941.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -990990.625000 Penalty: 4585.871094
	Iteration 20F: 3 clusters Score -990990.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -991040.750000 Penalty: 4585.871094
	Iteration 21Q: 3 clusters Score -991040.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -991084.375000 Penalty: 4585.871094
	Iteration 22Q: 3 clusters Score -991084.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -991127.250000 Penalty: 4585.871094
	Iteration 23Q: 3 clusters Score -991127.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -991166.187500 Penalty: 4585.871094
	Iteration 24Q: 3 clusters Score -991166.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -991204.687500 Penalty: 4585.871094
	Iteration 25Q: 3 clusters Score -991204.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -991238.437500 Penalty: 4585.871094
	Iteration 26Q: 3 clusters Score -991238.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -991264.500000 Penalty: 4585.871094
	Iteration 27Q: 3 clusters Score -991264.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -991293.375000 Penalty: 4585.871094
	Iteration 28Q: 3 clusters Score -991293.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -991315.562500 Penalty: 4585.871094
	Iteration 29Q: 3 clusters Score -991315.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -991340.687500 Penalty: 4585.871094
	Iteration 30Q: 3 clusters Score -991340.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -991364.812500 Penalty: 4585.871094
	Iteration 31Q: 3 clusters Score -991364.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -991385.125000 Penalty: 4585.871094
	Iteration 32Q: 3 clusters Score -991385.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -991408.437500 Penalty: 4585.871094
	Iteration 33Q: 3 clusters Score -991408.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -991425.750000 Penalty: 4585.871094
	Iteration 34Q: 3 clusters Score -991425.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -991431.875000 Penalty: 4585.871094
	Iteration 35Q: 3 clusters Score -991431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -991445.562500 Penalty: 4585.871094
	Iteration 36Q: 3 clusters Score -991445.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -991448.812500 Penalty: 4585.871094
	Iteration 37Q: 3 clusters Score -991448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -991451.250000 Penalty: 4585.871094
	Iteration 38Q: 3 clusters Score -991451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -991453.375000 Penalty: 4585.871094
	Iteration 39Q: 3 clusters Score -991453.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -991461.187500 Penalty: 4585.871094
	Iteration 40F: 3 clusters Score -991461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -991460.687500 Penalty: 4585.871094
	Iteration 41Q: 3 clusters Score -991460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -991461.562500 Penalty: 4585.871094
	Iteration 42Q: 3 clusters Score -991461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -991463.437500 Penalty: 4585.871094
	Iteration 43Q: 3 clusters Score -991463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -991463.312500 Penalty: 4585.871094
	Iteration 44Q: 3 clusters Score -991463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -991464.500000 Penalty: 4585.871094
	Iteration 45Q: 3 clusters Score -991464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -991464.500000 Penalty: 4585.871094
	Iteration 46F: 3 clusters Score -991464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -981381.437500 Penalty: 2292.312256
	Iteration 0F: 2 clusters Score -981381.4 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 5202 members 
Entering Unmasked Estep 
Score: -973499.875000 Penalty: 4584.624512
	Iteration 0F: 3 clusters Score -973499.9 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -975887.500000 Penalty: 4584.624512
	Iteration 1F: 3 clusters Score -975887.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -976325.250000 Penalty: 4584.624512
	Iteration 2F: 3 clusters Score -976325.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -976715.375000 Penalty: 4584.624512
	Iteration 3F: 3 clusters Score -976715.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -977083.812500 Penalty: 4584.624512
	Iteration 4F: 3 clusters Score -977083.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -977438.250000 Penalty: 4584.624512
	Iteration 5F: 3 clusters Score -977438.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -977765.562500 Penalty: 4584.624512
	Iteration 6Q: 3 clusters Score -977765.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -978111.062500 Penalty: 4584.624512
	Iteration 7Q: 3 clusters Score -978111.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -978547.750000 Penalty: 4584.624512
	Iteration 8Q: 3 clusters Score -978547.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -978976.937500 Penalty: 4584.624512
	Iteration 9Q: 3 clusters Score -978976.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -979296.625000 Penalty: 4584.624512
	Iteration 10Q: 3 clusters Score -979296.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -979519.125000 Penalty: 4584.624512
	Iteration 11Q: 3 clusters Score -979519.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -979657.500000 Penalty: 4584.624512
	Iteration 12Q: 3 clusters Score -979657.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -979758.375000 Penalty: 4584.624512
	Iteration 13Q: 3 clusters Score -979758.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -979837.437500 Penalty: 4584.624512
	Iteration 14Q: 3 clusters Score -979837.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -979902.875000 Penalty: 4584.624512
	Iteration 15Q: 3 clusters Score -979902.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -979956.562500 Penalty: 4584.624512
	Iteration 16Q: 3 clusters Score -979956.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -979998.312500 Penalty: 4584.624512
	Iteration 17Q: 3 clusters Score -979998.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -980029.312500 Penalty: 4584.624512
	Iteration 18Q: 3 clusters Score -980029.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -980059.687500 Penalty: 4584.624512
	Iteration 19Q: 3 clusters Score -980059.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -980080.625000 Penalty: 4584.624512
	Iteration 20F: 3 clusters Score -980080.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -980094.562500 Penalty: 4584.624512
	Iteration 21Q: 3 clusters Score -980094.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -980107.000000 Penalty: 4584.624512
	Iteration 22Q: 3 clusters Score -980107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -980118.500000 Penalty: 4584.624512
	Iteration 23Q: 3 clusters Score -980118.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -980134.687500 Penalty: 4584.624512
	Iteration 24Q: 3 clusters Score -980134.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -980145.125000 Penalty: 4584.624512
	Iteration 25Q: 3 clusters Score -980145.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -980154.500000 Penalty: 4584.624512
	Iteration 26Q: 3 clusters Score -980154.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -980165.687500 Penalty: 4584.624512
	Iteration 27Q: 3 clusters Score -980165.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -980170.312500 Penalty: 4584.624512
	Iteration 28Q: 3 clusters Score -980170.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -980176.375000 Penalty: 4584.624512
	Iteration 29Q: 3 clusters Score -980176.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -980182.625000 Penalty: 4584.624512
	Iteration 30Q: 3 clusters Score -980182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -980187.125000 Penalty: 4584.624512
	Iteration 31Q: 3 clusters Score -980187.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -980193.250000 Penalty: 4584.624512
	Iteration 32Q: 3 clusters Score -980193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -980193.375000 Penalty: 4584.624512
	Iteration 33Q: 3 clusters Score -980193.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -980195.375000 Penalty: 4584.624512
	Iteration 34Q: 3 clusters Score -980195.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -980201.187500 Penalty: 4584.624512
	Iteration 35Q: 3 clusters Score -980201.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -980203.937500 Penalty: 4584.624512
	Iteration 36Q: 3 clusters Score -980203.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -980210.687500 Penalty: 4584.624512
	Iteration 37Q: 3 clusters Score -980210.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -980220.312500 Penalty: 4584.624512
	Iteration 38Q: 3 clusters Score -980220.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -980238.312500 Penalty: 4584.624512
	Iteration 39Q: 3 clusters Score -980238.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -980255.125000 Penalty: 4584.624512
	Iteration 40F: 3 clusters Score -980255.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -980274.375000 Penalty: 4584.624512
	Iteration 41Q: 3 clusters Score -980274.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -980294.812500 Penalty: 4584.624512
	Iteration 42Q: 3 clusters Score -980294.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -980318.875000 Penalty: 4584.624512
	Iteration 43Q: 3 clusters Score -980318.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -980341.500000 Penalty: 4584.624512
	Iteration 44Q: 3 clusters Score -980341.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -980364.437500 Penalty: 4584.624512
	Iteration 45Q: 3 clusters Score -980364.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -980383.375000 Penalty: 4584.624512
	Iteration 46Q: 3 clusters Score -980383.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -980400.250000 Penalty: 4584.624512
	Iteration 47Q: 3 clusters Score -980400.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -980415.187500 Penalty: 4584.624512
	Iteration 48Q: 3 clusters Score -980415.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -980420.562500 Penalty: 4584.624512
	Iteration 49Q: 3 clusters Score -980420.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -980427.375000 Penalty: 4584.624512
	Iteration 50Q: 3 clusters Score -980427.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -980433.812500 Penalty: 4584.624512
	Iteration 51Q: 3 clusters Score -980433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -980439.562500 Penalty: 4584.624512
	Iteration 52Q: 3 clusters Score -980439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -980444.000000 Penalty: 4584.624512
	Iteration 53Q: 3 clusters Score -980444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -980445.687500 Penalty: 4584.624512
	Iteration 54Q: 3 clusters Score -980445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -980443.125000 Penalty: 4584.624512
	Iteration 55Q: 3 clusters Score -980443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -980449.812500 Penalty: 4584.624512
	Iteration 56Q: 3 clusters Score -980449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -980451.125000 Penalty: 4584.624512
	Iteration 57Q: 3 clusters Score -980451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -980449.000000 Penalty: 4584.624512
	Iteration 58Q: 3 clusters Score -980449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -980450.687500 Penalty: 4584.624512
	Iteration 59Q: 3 clusters Score -980450.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -980451.750000 Penalty: 4584.624512
	Iteration 60F: 3 clusters Score -980451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -980454.187500 Penalty: 4584.624512
	Iteration 61Q: 3 clusters Score -980454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -980453.687500 Penalty: 4584.624512
	Iteration 62Q: 3 clusters Score -980453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -980453.625000 Penalty: 4584.624512
	Iteration 63Q: 3 clusters Score -980453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -980453.625000 Penalty: 4584.624512
	Iteration 64F: 3 clusters Score -980453.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Entering Unmasked Estep 
Score: -1945181.875000 Penalty: 2448.894287
	Iteration 0F: 2 clusters Score -1945182 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 9669 members 
Entering Unmasked Estep 
Score: -1931327.875000 Penalty: 4897.788574
	Iteration 0F: 3 clusters Score -1931328 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1935918.125000 Penalty: 4897.788574
	Iteration 1F: 3 clusters Score -1935918 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1936292.500000 Penalty: 4897.788574
	Iteration 2F: 3 clusters Score -1936292 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1936601.625000 Penalty: 4897.788574
	Iteration 3Q: 3 clusters Score -1936602 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1936899.125000 Penalty: 4897.788574
	Iteration 4Q: 3 clusters Score -1936899 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1937167.125000 Penalty: 4897.788574
	Iteration 5Q: 3 clusters Score -1937167 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1937428.500000 Penalty: 4897.788574
	Iteration 6Q: 3 clusters Score -1937428 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1937670.125000 Penalty: 4897.788574
	Iteration 7Q: 3 clusters Score -1937670 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1937939.750000 Penalty: 4897.788574
	Iteration 8Q: 3 clusters Score -1937940 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1938220.250000 Penalty: 4897.788574
	Iteration 9Q: 3 clusters Score -1938220 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1938545.875000 Penalty: 4897.788574
	Iteration 10Q: 3 clusters Score -1938546 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1938861.500000 Penalty: 4897.788574
	Iteration 11Q: 3 clusters Score -1938862 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1939216.125000 Penalty: 4897.788574
	Iteration 12Q: 3 clusters Score -1939216 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1939588.250000 Penalty: 4897.788574
	Iteration 13Q: 3 clusters Score -1939588 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1939979.625000 Penalty: 4897.788574
	Iteration 14Q: 3 clusters Score -1939980 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1940402.375000 Penalty: 4897.788574
	Iteration 15Q: 3 clusters Score -1940402 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1940839.750000 Penalty: 4897.788574
	Iteration 16Q: 3 clusters Score -1940840 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1941214.000000 Penalty: 4897.788574
	Iteration 17Q: 3 clusters Score -1941214 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1941593.750000 Penalty: 4897.788574
	Iteration 18Q: 3 clusters Score -1941594 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1941919.250000 Penalty: 4897.788574
	Iteration 19Q: 3 clusters Score -1941919 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1942220.500000 Penalty: 4897.788574
	Iteration 20F: 3 clusters Score -1942220 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1942459.750000 Penalty: 4897.788574
	Iteration 21Q: 3 clusters Score -1942460 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1942644.250000 Penalty: 4897.788574
	Iteration 22Q: 3 clusters Score -1942644 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1942796.875000 Penalty: 4897.788574
	Iteration 23Q: 3 clusters Score -1942797 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1942913.875000 Penalty: 4897.788574
	Iteration 24Q: 3 clusters Score -1942914 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1942973.875000 Penalty: 4897.788574
	Iteration 25Q: 3 clusters Score -1942974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1943034.625000 Penalty: 4897.788574
	Iteration 26Q: 3 clusters Score -1943035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1943072.875000 Penalty: 4897.788574
	Iteration 27Q: 3 clusters Score -1943073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1943107.250000 Penalty: 4897.788574
	Iteration 28Q: 3 clusters Score -1943107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1943130.875000 Penalty: 4897.788574
	Iteration 29Q: 3 clusters Score -1943131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1943161.875000 Penalty: 4897.788574
	Iteration 30Q: 3 clusters Score -1943162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1943178.625000 Penalty: 4897.788574
	Iteration 31Q: 3 clusters Score -1943179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1943191.125000 Penalty: 4897.788574
	Iteration 32Q: 3 clusters Score -1943191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1943206.750000 Penalty: 4897.788574
	Iteration 33Q: 3 clusters Score -1943207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1943219.750000 Penalty: 4897.788574
	Iteration 34Q: 3 clusters Score -1943220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1943232.500000 Penalty: 4897.788574
	Iteration 35Q: 3 clusters Score -1943232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1943247.500000 Penalty: 4897.788574
	Iteration 36Q: 3 clusters Score -1943248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1943259.000000 Penalty: 4897.788574
	Iteration 37Q: 3 clusters Score -1943259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1943269.125000 Penalty: 4897.788574
	Iteration 38Q: 3 clusters Score -1943269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1943277.125000 Penalty: 4897.788574
	Iteration 39Q: 3 clusters Score -1943277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1943284.125000 Penalty: 4897.788574
	Iteration 40F: 3 clusters Score -1943284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1943285.000000 Penalty: 4897.788574
	Iteration 41Q: 3 clusters Score -1943285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1943286.250000 Penalty: 4897.788574
	Iteration 42Q: 3 clusters Score -1943286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1943285.250000 Penalty: 4897.788574
	Iteration 43Q: 3 clusters Score -1943285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1943290.750000 Penalty: 4897.788574
	Iteration 44Q: 3 clusters Score -1943291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1943293.250000 Penalty: 4897.788574
	Iteration 45Q: 3 clusters Score -1943293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1943293.500000 Penalty: 4897.788574
	Iteration 46Q: 3 clusters Score -1943294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1943294.750000 Penalty: 4897.788574
	Iteration 47Q: 3 clusters Score -1943295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1943295.625000 Penalty: 4897.788574
	Iteration 48Q: 3 clusters Score -1943296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1943296.500000 Penalty: 4897.788574
	Iteration 49Q: 3 clusters Score -1943296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1943296.625000 Penalty: 4897.788574
	Iteration 50Q: 3 clusters Score -1943297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1943298.250000 Penalty: 4897.788574
	Iteration 51Q: 3 clusters Score -1943298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1943297.000000 Penalty: 4897.788574
	Iteration 52Q: 3 clusters Score -1943297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1943297.000000 Penalty: 4897.788574
	Iteration 53F: 3 clusters Score -1943297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Entering Unmasked Estep 
Score: -2329229.750000 Penalty: 2496.207275
	Iteration 0F: 2 clusters Score -2329230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2312936.250000 Penalty: 4992.414551
	Iteration 0F: 3 clusters Score -2312936 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2318474.750000 Penalty: 4992.414551
	Iteration 1F: 3 clusters Score -2318475 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2318995.500000 Penalty: 4992.414551
	Iteration 2F: 3 clusters Score -2318996 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2319558.250000 Penalty: 4992.414551
	Iteration 3F: 3 clusters Score -2319558 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2320186.250000 Penalty: 4992.414551
	Iteration 4F: 3 clusters Score -2320186 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2320965.250000 Penalty: 4992.414551
	Iteration 5F: 3 clusters Score -2320965 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2321886.000000 Penalty: 4992.414551
	Iteration 6F: 3 clusters Score -2321886 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2322787.750000 Penalty: 4992.414551
	Iteration 7F: 3 clusters Score -2322788 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2323534.000000 Penalty: 4992.414551
	Iteration 8F: 3 clusters Score -2323534 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2324118.500000 Penalty: 4992.414551
	Iteration 9Q: 3 clusters Score -2324118 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2324586.000000 Penalty: 4992.414551
	Iteration 10Q: 3 clusters Score -2324586 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2324949.000000 Penalty: 4992.414551
	Iteration 11Q: 3 clusters Score -2324949 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2325197.250000 Penalty: 4992.414551
	Iteration 12Q: 3 clusters Score -2325197 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2325381.250000 Penalty: 4992.414551
	Iteration 13Q: 3 clusters Score -2325381 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2325528.500000 Penalty: 4992.414551
	Iteration 14Q: 3 clusters Score -2325528 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2325653.000000 Penalty: 4992.414551
	Iteration 15Q: 3 clusters Score -2325653 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2325740.500000 Penalty: 4992.414551
	Iteration 16Q: 3 clusters Score -2325740 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2325800.500000 Penalty: 4992.414551
	Iteration 17Q: 3 clusters Score -2325800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2325841.500000 Penalty: 4992.414551
	Iteration 18Q: 3 clusters Score -2325842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2325883.250000 Penalty: 4992.414551
	Iteration 19Q: 3 clusters Score -2325883 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2325918.750000 Penalty: 4992.414551
	Iteration 20F: 3 clusters Score -2325919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2325954.750000 Penalty: 4992.414551
	Iteration 21Q: 3 clusters Score -2325955 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2325980.750000 Penalty: 4992.414551
	Iteration 22Q: 3 clusters Score -2325981 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2325992.250000 Penalty: 4992.414551
	Iteration 23Q: 3 clusters Score -2325992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2326007.000000 Penalty: 4992.414551
	Iteration 24Q: 3 clusters Score -2326007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2326022.000000 Penalty: 4992.414551
	Iteration 25Q: 3 clusters Score -2326022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2326055.000000 Penalty: 4992.414551
	Iteration 26Q: 3 clusters Score -2326055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2326064.250000 Penalty: 4992.414551
	Iteration 27Q: 3 clusters Score -2326064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2326075.500000 Penalty: 4992.414551
	Iteration 28Q: 3 clusters Score -2326076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2326095.000000 Penalty: 4992.414551
	Iteration 29Q: 3 clusters Score -2326095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2326105.500000 Penalty: 4992.414551
	Iteration 30Q: 3 clusters Score -2326106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2326116.250000 Penalty: 4992.414551
	Iteration 31Q: 3 clusters Score -2326116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2326128.750000 Penalty: 4992.414551
	Iteration 32Q: 3 clusters Score -2326129 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2326142.000000 Penalty: 4992.414551
	Iteration 33Q: 3 clusters Score -2326142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2326158.500000 Penalty: 4992.414551
	Iteration 34Q: 3 clusters Score -2326158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2326181.500000 Penalty: 4992.414551
	Iteration 35Q: 3 clusters Score -2326182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2326202.250000 Penalty: 4992.414551
	Iteration 36Q: 3 clusters Score -2326202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2326220.750000 Penalty: 4992.414551
	Iteration 37Q: 3 clusters Score -2326221 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2326240.500000 Penalty: 4992.414551
	Iteration 38Q: 3 clusters Score -2326240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2326253.000000 Penalty: 4992.414551
	Iteration 39Q: 3 clusters Score -2326253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2326272.750000 Penalty: 4992.414551
	Iteration 40F: 3 clusters Score -2326273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2326292.750000 Penalty: 4992.414551
	Iteration 41Q: 3 clusters Score -2326293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2326298.750000 Penalty: 4992.414551
	Iteration 42Q: 3 clusters Score -2326299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2326309.500000 Penalty: 4992.414551
	Iteration 43Q: 3 clusters Score -2326310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2326321.250000 Penalty: 4992.414551
	Iteration 44Q: 3 clusters Score -2326321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2326330.750000 Penalty: 4992.414551
	Iteration 45Q: 3 clusters Score -2326331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2326343.500000 Penalty: 4992.414551
	Iteration 46Q: 3 clusters Score -2326344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2326358.250000 Penalty: 4992.414551
	Iteration 47Q: 3 clusters Score -2326358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2326359.250000 Penalty: 4992.414551
	Iteration 48Q: 3 clusters Score -2326359 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2326378.500000 Penalty: 4992.414551
	Iteration 49Q: 3 clusters Score -2326378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2326393.750000 Penalty: 4992.414551
	Iteration 50Q: 3 clusters Score -2326394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2326411.500000 Penalty: 4992.414551
	Iteration 51Q: 3 clusters Score -2326412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2326428.750000 Penalty: 4992.414551
	Iteration 52Q: 3 clusters Score -2326429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2326444.500000 Penalty: 4992.414551
	Iteration 53Q: 3 clusters Score -2326444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2326462.500000 Penalty: 4992.414551
	Iteration 54Q: 3 clusters Score -2326462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2326477.750000 Penalty: 4992.414551
	Iteration 55Q: 3 clusters Score -2326478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2326485.000000 Penalty: 4992.414551
	Iteration 56Q: 3 clusters Score -2326485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2326514.750000 Penalty: 4992.414551
	Iteration 57Q: 3 clusters Score -2326515 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2326527.250000 Penalty: 4992.414551
	Iteration 58Q: 3 clusters Score -2326527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2326538.500000 Penalty: 4992.414551
	Iteration 59Q: 3 clusters Score -2326538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2326552.000000 Penalty: 4992.414551
	Iteration 60F: 3 clusters Score -2326552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2326550.750000 Penalty: 4992.414551
	Iteration 61Q: 3 clusters Score -2326551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2326567.250000 Penalty: 4992.414551
	Iteration 62Q: 3 clusters Score -2326567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2326586.750000 Penalty: 4992.414551
	Iteration 63Q: 3 clusters Score -2326587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2326596.500000 Penalty: 4992.414551
	Iteration 64Q: 3 clusters Score -2326596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2326616.250000 Penalty: 4992.414551
	Iteration 65Q: 3 clusters Score -2326616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2326622.750000 Penalty: 4992.414551
	Iteration 66Q: 3 clusters Score -2326623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2326625.000000 Penalty: 4992.414551
	Iteration 67Q: 3 clusters Score -2326625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2326654.250000 Penalty: 4992.414551
	Iteration 68Q: 3 clusters Score -2326654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2326659.500000 Penalty: 4992.414551
	Iteration 69Q: 3 clusters Score -2326660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2326669.000000 Penalty: 4992.414551
	Iteration 70Q: 3 clusters Score -2326669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2326678.000000 Penalty: 4992.414551
	Iteration 71Q: 3 clusters Score -2326678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2326691.000000 Penalty: 4992.414551
	Iteration 72Q: 3 clusters Score -2326691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2326705.250000 Penalty: 4992.414551
	Iteration 73Q: 3 clusters Score -2326705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2326720.500000 Penalty: 4992.414551
	Iteration 74Q: 3 clusters Score -2326720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2326729.250000 Penalty: 4992.414551
	Iteration 75Q: 3 clusters Score -2326729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2326732.750000 Penalty: 4992.414551
	Iteration 76Q: 3 clusters Score -2326733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2326751.000000 Penalty: 4992.414551
	Iteration 77Q: 3 clusters Score -2326751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2326760.500000 Penalty: 4992.414551
	Iteration 78Q: 3 clusters Score -2326760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2326758.250000 Penalty: 4992.414551
	Iteration 79Q: 3 clusters Score -2326758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2326770.250000 Penalty: 4992.414551
	Iteration 80F: 3 clusters Score -2326770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2326773.250000 Penalty: 4992.414551
	Iteration 81Q: 3 clusters Score -2326773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2326784.250000 Penalty: 4992.414551
	Iteration 82Q: 3 clusters Score -2326784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2326788.500000 Penalty: 4992.414551
	Iteration 83Q: 3 clusters Score -2326788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2326793.250000 Penalty: 4992.414551
	Iteration 84Q: 3 clusters Score -2326793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2326802.000000 Penalty: 4992.414551
	Iteration 85Q: 3 clusters Score -2326802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2326812.500000 Penalty: 4992.414551
	Iteration 86Q: 3 clusters Score -2326812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2326815.000000 Penalty: 4992.414551
	Iteration 87Q: 3 clusters Score -2326815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2326814.750000 Penalty: 4992.414551
	Iteration 88Q: 3 clusters Score -2326815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2326816.500000 Penalty: 4992.414551
	Iteration 89Q: 3 clusters Score -2326816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2326826.250000 Penalty: 4992.414551
	Iteration 90Q: 3 clusters Score -2326826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2326840.000000 Penalty: 4992.414551
	Iteration 91Q: 3 clusters Score -2326840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2326841.750000 Penalty: 4992.414551
	Iteration 92Q: 3 clusters Score -2326842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2326861.500000 Penalty: 4992.414551
	Iteration 93Q: 3 clusters Score -2326862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2326870.500000 Penalty: 4992.414551
	Iteration 94Q: 3 clusters Score -2326870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2326874.000000 Penalty: 4992.414551
	Iteration 95Q: 3 clusters Score -2326874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2326879.500000 Penalty: 4992.414551
	Iteration 96Q: 3 clusters Score -2326880 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2326882.500000 Penalty: 4992.414551
	Iteration 97Q: 3 clusters Score -2326882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2326890.750000 Penalty: 4992.414551
	Iteration 98Q: 3 clusters Score -2326891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2326898.250000 Penalty: 4992.414551
	Iteration 99Q: 3 clusters Score -2326898 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2326896.250000 Penalty: 4992.414551
	Iteration 100F: 3 clusters Score -2326896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2326904.500000 Penalty: 4992.414551
	Iteration 101Q: 3 clusters Score -2326904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2326902.250000 Penalty: 4992.414551
	Iteration 102Q: 3 clusters Score -2326902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2326905.500000 Penalty: 4992.414551
	Iteration 103Q: 3 clusters Score -2326906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2326912.500000 Penalty: 4992.414551
	Iteration 104Q: 3 clusters Score -2326912 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2326913.500000 Penalty: 4992.414551
	Iteration 105Q: 3 clusters Score -2326914 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2326915.000000 Penalty: 4992.414551
	Iteration 106Q: 3 clusters Score -2326915 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2326919.750000 Penalty: 4992.414551
	Iteration 107Q: 3 clusters Score -2326920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2326921.500000 Penalty: 4992.414551
	Iteration 108Q: 3 clusters Score -2326922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2326920.750000 Penalty: 4992.414551
	Iteration 109Q: 3 clusters Score -2326921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2326920.250000 Penalty: 4992.414551
	Iteration 110Q: 3 clusters Score -2326920 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2326919.750000 Penalty: 4992.414551
	Iteration 111Q: 3 clusters Score -2326920 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2326919.500000 Penalty: 4992.414551
	Iteration 112Q: 3 clusters Score -2326920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2326920.250000 Penalty: 4992.414551
	Iteration 113Q: 3 clusters Score -2326920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2326927.000000 Penalty: 4992.414551
	Iteration 114Q: 3 clusters Score -2326927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2326925.000000 Penalty: 4992.414551
	Iteration 115Q: 3 clusters Score -2326925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2326925.500000 Penalty: 4992.414551
	Iteration 116Q: 3 clusters Score -2326926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2326926.000000 Penalty: 4992.414551
	Iteration 117Q: 3 clusters Score -2326926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2326926.250000 Penalty: 4992.414551
	Iteration 118Q: 3 clusters Score -2326926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2326925.250000 Penalty: 4992.414551
	Iteration 119Q: 3 clusters Score -2326925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2326928.250000 Penalty: 4992.414551
	Iteration 120F: 3 clusters Score -2326928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2326927.500000 Penalty: 4992.414551
	Iteration 121Q: 3 clusters Score -2326928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2326925.750000 Penalty: 4992.414551
	Iteration 122Q: 3 clusters Score -2326926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2326941.000000 Penalty: 4992.414551
	Iteration 123Q: 3 clusters Score -2326941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2326946.500000 Penalty: 4992.414551
	Iteration 124Q: 3 clusters Score -2326946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2326948.000000 Penalty: 4992.414551
	Iteration 125Q: 3 clusters Score -2326948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2326946.000000 Penalty: 4992.414551
	Iteration 126Q: 3 clusters Score -2326946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2326949.750000 Penalty: 4992.414551
	Iteration 127Q: 3 clusters Score -2326950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2326951.750000 Penalty: 4992.414551
	Iteration 128Q: 3 clusters Score -2326952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2326948.750000 Penalty: 4992.414551
	Iteration 129Q: 3 clusters Score -2326949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2326949.750000 Penalty: 4992.414551
	Iteration 130Q: 3 clusters Score -2326950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2326950.250000 Penalty: 4992.414551
	Iteration 131Q: 3 clusters Score -2326950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2326950.500000 Penalty: 4992.414551
	Iteration 132Q: 3 clusters Score -2326950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2326954.750000 Penalty: 4992.414551
	Iteration 133Q: 3 clusters Score -2326955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2326954.250000 Penalty: 4992.414551
	Iteration 134Q: 3 clusters Score -2326954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2326953.750000 Penalty: 4992.414551
	Iteration 135Q: 3 clusters Score -2326954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2326955.250000 Penalty: 4992.414551
	Iteration 136Q: 3 clusters Score -2326955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2326955.250000 Penalty: 4992.414551
	Iteration 137F: 3 clusters Score -2326955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Entering Unmasked Estep 
Score: -1074336.875000 Penalty: 2305.422852
	Iteration 0F: 2 clusters Score -1074337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1066138.750000 Penalty: 4610.845703
	Iteration 0F: 3 clusters Score -1066139 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1068557.250000 Penalty: 4610.845703
	Iteration 1F: 3 clusters Score -1068557 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1068916.125000 Penalty: 4610.845703
	Iteration 2F: 3 clusters Score -1068916 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1069220.500000 Penalty: 4610.845703
	Iteration 3F: 3 clusters Score -1069220 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1069511.750000 Penalty: 4610.845703
	Iteration 4Q: 3 clusters Score -1069512 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1069834.375000 Penalty: 4610.845703
	Iteration 5Q: 3 clusters Score -1069834 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1070218.750000 Penalty: 4610.845703
	Iteration 6Q: 3 clusters Score -1070219 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1070759.875000 Penalty: 4610.845703
	Iteration 7F: 3 clusters Score -1070760 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1071384.250000 Penalty: 4610.845703
	Iteration 8F: 3 clusters Score -1071384 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1072156.250000 Penalty: 4610.845703
	Iteration 9F: 3 clusters Score -1072156 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1073113.000000 Penalty: 4610.845703
	Iteration 10F: 3 clusters Score -1073113 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1074237.125000 Penalty: 4610.845703
	Iteration 11F: 3 clusters Score -1074237 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1075112.500000 Penalty: 4610.845703
	Iteration 12F: 3 clusters Score -1075112 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1075610.000000 Penalty: 4610.845703
	Iteration 13Q: 3 clusters Score -1075610 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1075886.375000 Penalty: 4610.845703
	Iteration 14Q: 3 clusters Score -1075886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1075988.375000 Penalty: 4610.845703
	Iteration 15Q: 3 clusters Score -1075988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1076030.125000 Penalty: 4610.845703
	Iteration 16Q: 3 clusters Score -1076030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1076053.000000 Penalty: 4610.845703
	Iteration 17Q: 3 clusters Score -1076053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1076064.625000 Penalty: 4610.845703
	Iteration 18Q: 3 clusters Score -1076065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1076069.500000 Penalty: 4610.845703
	Iteration 19Q: 3 clusters Score -1076070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1076076.875000 Penalty: 4610.845703
	Iteration 20F: 3 clusters Score -1076077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1076076.000000 Penalty: 4610.845703
	Iteration 21Q: 3 clusters Score -1076076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1076078.000000 Penalty: 4610.845703
	Iteration 22Q: 3 clusters Score -1076078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1076079.750000 Penalty: 4610.845703
	Iteration 23Q: 3 clusters Score -1076080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1076082.375000 Penalty: 4610.845703
	Iteration 24Q: 3 clusters Score -1076082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1076083.750000 Penalty: 4610.845703
	Iteration 25Q: 3 clusters Score -1076084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1076081.875000 Penalty: 4610.845703
	Iteration 26Q: 3 clusters Score -1076082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1076081.875000 Penalty: 4610.845703
	Iteration 27F: 3 clusters Score -1076082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19430 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 5745 members 
Mstep: Class 43 contains 5150 members 
Entering Unmasked Estep 
Score: -58959468.000000 Penalty: 142338.593750
Splitting cluster 42 changes total score from -58958700.000000 to -58959468.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61505 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6079 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1200 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19430 members 
Mstep: Class 41 contains 23514 members 
Mstep: Class 42 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58959928.000000 Penalty: 142338.593750
Iteration 279Q: 44 clusters Score -5.895993e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 29918 members 
Mstep: Class 7 contains 44712 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61529 members 
Mstep: Class 13 contains 15120 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12930 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15924 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 16312 members 
Mstep: Class 24 contains 6083 members 
Mstep: Class 25 contains 15213 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3992 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 5556 members 
Mstep: Class 34 contains 3981 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19503 members 
Mstep: Class 41 contains 23535 members 
Mstep: Class 42 contains 5740 members 
Mstep: Class 43 contains 4887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960460.000000 Penalty: 142338.593750
Iteration 280F: 44 clusters Score -5.896046e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 29918 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61527 members 
Mstep: Class 13 contains 15118 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12840 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 16263 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 15187 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 5558 members 
Mstep: Class 34 contains 3978 members 
Mstep: Class 35 contains 1203 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19517 members 
Mstep: Class 41 contains 23434 members 
Mstep: Class 42 contains 5764 members 
Mstep: Class 43 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960768.000000 Penalty: 142338.593750
Iteration 281Q: 44 clusters Score -5.896077e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 61534 members 
Mstep: Class 13 contains 15116 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 16243 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 15167 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98751 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 5558 members 
Mstep: Class 34 contains 3974 members 
Mstep: Class 35 contains 1203 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19528 members 
Mstep: Class 41 contains 23367 members 
Mstep: Class 42 contains 5809 members 
Mstep: Class 43 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960832.000000 Penalty: 142338.593750
Iteration 282Q: 44 clusters Score -5.896083e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6710 members 
Mstep: Class 12 contains 61540 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12711 members 
Mstep: Class 16 contains 15698 members 
Mstep: Class 17 contains 35007 members 
Mstep: Class 18 contains 25306 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15925 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 16230 members 
Mstep: Class 24 contains 6101 members 
Mstep: Class 25 contains 15166 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98752 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3971 members 
Mstep: Class 35 contains 1204 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19542 members 
Mstep: Class 41 contains 23315 members 
Mstep: Class 42 contains 5834 members 
Mstep: Class 43 contains 5529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960812.000000 Penalty: 142338.593750
Iteration 283Q: 44 clusters Score -5.896081e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6712 members 
Mstep: Class 12 contains 61544 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12663 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35007 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15934 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16218 members 
Mstep: Class 24 contains 6111 members 
Mstep: Class 25 contains 15160 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98745 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3969 members 
Mstep: Class 35 contains 1204 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19555 members 
Mstep: Class 41 contains 23281 members 
Mstep: Class 42 contains 5855 members 
Mstep: Class 43 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960892.000000 Penalty: 142338.593750
Iteration 284Q: 44 clusters Score -5.896089e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 29912 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61549 members 
Mstep: Class 13 contains 15096 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12635 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25308 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16214 members 
Mstep: Class 24 contains 6112 members 
Mstep: Class 25 contains 15159 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98743 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3970 members 
Mstep: Class 35 contains 1204 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19567 members 
Mstep: Class 41 contains 23274 members 
Mstep: Class 42 contains 5871 members 
Mstep: Class 43 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960956.000000 Penalty: 142338.593750
Iteration 285Q: 44 clusters Score -5.896096e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44293 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61553 members 
Mstep: Class 13 contains 15093 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12617 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25311 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16215 members 
Mstep: Class 24 contains 6115 members 
Mstep: Class 25 contains 15161 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3971 members 
Mstep: Class 35 contains 1204 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10360 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19574 members 
Mstep: Class 41 contains 23277 members 
Mstep: Class 42 contains 5877 members 
Mstep: Class 43 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960940.000000 Penalty: 142338.593750
Iteration 286Q: 44 clusters Score -5.896094e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24945 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 29916 members 
Mstep: Class 7 contains 44202 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61559 members 
Mstep: Class 13 contains 15095 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35003 members 
Mstep: Class 18 contains 25312 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16217 members 
Mstep: Class 24 contains 6122 members 
Mstep: Class 25 contains 15169 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1205 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10359 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19583 members 
Mstep: Class 41 contains 23272 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58960900.000000 Penalty: 142338.593750
Iteration 287Q: 44 clusters Score -5.89609e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 29913 members 
Mstep: Class 7 contains 44128 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15093 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12575 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35003 members 
Mstep: Class 18 contains 25314 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16226 members 
Mstep: Class 24 contains 6122 members 
Mstep: Class 25 contains 15168 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98741 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1205 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10359 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19586 members 
Mstep: Class 41 contains 23271 members 
Mstep: Class 42 contains 5891 members 
Mstep: Class 43 contains 5994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961036.000000 Penalty: 142338.593750
Iteration 288Q: 44 clusters Score -5.896104e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6380 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 44067 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61564 members 
Mstep: Class 13 contains 15090 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35004 members 
Mstep: Class 18 contains 25314 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 6126 members 
Mstep: Class 25 contains 15166 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98740 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3972 members 
Mstep: Class 35 contains 1206 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10359 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19587 members 
Mstep: Class 41 contains 23268 members 
Mstep: Class 42 contains 5907 members 
Mstep: Class 43 contains 6064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961064.000000 Penalty: 142338.593750
Iteration 289Q: 44 clusters Score -5.896106e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6380 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 29898 members 
Mstep: Class 7 contains 44004 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61564 members 
Mstep: Class 13 contains 15089 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12539 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25314 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16233 members 
Mstep: Class 24 contains 6127 members 
Mstep: Class 25 contains 15167 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98741 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5559 members 
Mstep: Class 34 contains 3970 members 
Mstep: Class 35 contains 1206 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10359 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19593 members 
Mstep: Class 41 contains 23275 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961232.000000 Penalty: 142338.593750
Iteration 290Q: 44 clusters Score -5.896123e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6380 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 29896 members 
Mstep: Class 7 contains 43948 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 12525 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35004 members 
Mstep: Class 18 contains 25314 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16242 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 15174 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98742 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5560 members 
Mstep: Class 34 contains 3970 members 
Mstep: Class 35 contains 1206 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 10359 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19597 members 
Mstep: Class 41 contains 23279 members 
Mstep: Class 42 contains 5920 members 
Mstep: Class 43 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961160.000000 Penalty: 142338.593750
Iteration 291Q: 44 clusters Score -5.896116e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 29892 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61566 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12525 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25316 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16248 members 
Mstep: Class 24 contains 6139 members 
Mstep: Class 25 contains 15188 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98741 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5560 members 
Mstep: Class 34 contains 3970 members 
Mstep: Class 35 contains 1206 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 10359 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19596 members 
Mstep: Class 41 contains 23279 members 
Mstep: Class 42 contains 5921 members 
Mstep: Class 43 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961148.000000 Penalty: 142338.593750
Iteration 292Q: 44 clusters Score -5.896115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24945 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 29890 members 
Mstep: Class 7 contains 43842 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 61569 members 
Mstep: Class 13 contains 15083 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25315 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16248 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15200 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5560 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1206 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19597 members 
Mstep: Class 41 contains 23280 members 
Mstep: Class 42 contains 5921 members 
Mstep: Class 43 contains 6240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961196.000000 Penalty: 142338.593750
Iteration 293Q: 44 clusters Score -5.89612e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 29889 members 
Mstep: Class 7 contains 43800 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 61569 members 
Mstep: Class 13 contains 15083 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25313 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16245 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5561 members 
Mstep: Class 34 contains 3973 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19598 members 
Mstep: Class 41 contains 23286 members 
Mstep: Class 42 contains 5922 members 
Mstep: Class 43 contains 6267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961188.000000 Penalty: 142338.593750
Iteration 294Q: 44 clusters Score -5.896119e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 43769 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25312 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16242 members 
Mstep: Class 24 contains 6155 members 
Mstep: Class 25 contains 15211 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5562 members 
Mstep: Class 34 contains 3976 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19600 members 
Mstep: Class 41 contains 23290 members 
Mstep: Class 42 contains 5922 members 
Mstep: Class 43 contains 6288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961084.000000 Penalty: 142338.593750
Iteration 295Q: 44 clusters Score -5.896108e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6387 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 29883 members 
Mstep: Class 7 contains 43735 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35003 members 
Mstep: Class 18 contains 25311 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16239 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 15223 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5563 members 
Mstep: Class 34 contains 3978 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19604 members 
Mstep: Class 41 contains 23299 members 
Mstep: Class 42 contains 5922 members 
Mstep: Class 43 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961128.000000 Penalty: 142338.593750
Iteration 296Q: 44 clusters Score -5.896113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 43712 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61571 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 25311 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16241 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 15230 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5563 members 
Mstep: Class 34 contains 3979 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10332 members 
Mstep: Class 40 contains 19604 members 
Mstep: Class 41 contains 23302 members 
Mstep: Class 42 contains 5923 members 
Mstep: Class 43 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961148.000000 Penalty: 142338.593750
Iteration 297Q: 44 clusters Score -5.896115e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24944 members 
Mstep: Class 4 contains 6391 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 43689 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12503 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 25310 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16242 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 15234 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98738 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5564 members 
Mstep: Class 34 contains 3980 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10332 members 
Mstep: Class 40 contains 19606 members 
Mstep: Class 41 contains 23305 members 
Mstep: Class 42 contains 5923 members 
Mstep: Class 43 contains 6340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961184.000000 Penalty: 142338.593750
Iteration 298Q: 44 clusters Score -5.896118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 43674 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12498 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 25308 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16245 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 15235 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5564 members 
Mstep: Class 34 contains 3980 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10332 members 
Mstep: Class 40 contains 19607 members 
Mstep: Class 41 contains 23309 members 
Mstep: Class 42 contains 5924 members 
Mstep: Class 43 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961128.000000 Penalty: 142338.593750
Iteration 299Q: 44 clusters Score -5.896113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6396 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 43665 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61569 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12497 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16242 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 15234 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98740 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5564 members 
Mstep: Class 34 contains 3982 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10332 members 
Mstep: Class 40 contains 19607 members 
Mstep: Class 41 contains 23311 members 
Mstep: Class 42 contains 5926 members 
Mstep: Class 43 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961288.000000 Penalty: 142338.593750
Iteration 300F: 44 clusters Score -5.896129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6396 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 29877 members 
Mstep: Class 7 contains 43641 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35001 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16241 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 15232 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98741 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5564 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10332 members 
Mstep: Class 40 contains 19606 members 
Mstep: Class 41 contains 23311 members 
Mstep: Class 42 contains 5929 members 
Mstep: Class 43 contains 6407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961304.000000 Penalty: 142338.593750
Iteration 301Q: 44 clusters Score -5.89613e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 29878 members 
Mstep: Class 7 contains 43577 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61571 members 
Mstep: Class 13 contains 15087 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12490 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35001 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16239 members 
Mstep: Class 24 contains 6155 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98741 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5564 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19608 members 
Mstep: Class 41 contains 23313 members 
Mstep: Class 42 contains 5933 members 
Mstep: Class 43 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961360.000000 Penalty: 142338.593750
Iteration 302Q: 44 clusters Score -5.896136e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 29877 members 
Mstep: Class 7 contains 43506 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61571 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12486 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35001 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16237 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 15236 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98739 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19614 members 
Mstep: Class 41 contains 23320 members 
Mstep: Class 42 contains 5934 members 
Mstep: Class 43 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961408.000000 Penalty: 142338.593750
Iteration 303Q: 44 clusters Score -5.896141e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 43439 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61571 members 
Mstep: Class 13 contains 15084 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 25305 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16231 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 15240 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98737 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19620 members 
Mstep: Class 41 contains 23325 members 
Mstep: Class 42 contains 5937 members 
Mstep: Class 43 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961416.000000 Penalty: 142338.593750
Iteration 304Q: 44 clusters Score -5.896142e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 43355 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61572 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12481 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 25304 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16232 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98736 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10358 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19621 members 
Mstep: Class 41 contains 23326 members 
Mstep: Class 42 contains 5941 members 
Mstep: Class 43 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961484.000000 Penalty: 142338.593750
Iteration 305Q: 44 clusters Score -5.896148e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 43267 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61574 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12477 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35007 members 
Mstep: Class 18 contains 25304 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 15261 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98736 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19623 members 
Mstep: Class 41 contains 23330 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961572.000000 Penalty: 142338.593750
Iteration 306Q: 44 clusters Score -5.896157e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 43183 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61578 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12467 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35007 members 
Mstep: Class 18 contains 25304 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16232 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 15274 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98734 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3987 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19625 members 
Mstep: Class 41 contains 23332 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 6819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961572.000000 Penalty: 142338.593750
Iteration 307Q: 44 clusters Score -5.896157e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 29870 members 
Mstep: Class 7 contains 43080 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61579 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12464 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25304 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16236 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15293 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98733 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3987 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19626 members 
Mstep: Class 41 contains 23335 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 6900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961568.000000 Penalty: 142338.593750
Iteration 308Q: 44 clusters Score -5.896157e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 42992 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61581 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 12454 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25305 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16240 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 15313 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98733 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19628 members 
Mstep: Class 41 contains 23343 members 
Mstep: Class 42 contains 5947 members 
Mstep: Class 43 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961520.000000 Penalty: 142338.593750
Iteration 309Q: 44 clusters Score -5.896152e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 42909 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61585 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 12453 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25305 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16238 members 
Mstep: Class 24 contains 6139 members 
Mstep: Class 25 contains 15326 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8915 members 
Mstep: Class 29 contains 98734 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3988 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 19631 members 
Mstep: Class 41 contains 23348 members 
Mstep: Class 42 contains 5948 members 
Mstep: Class 43 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961524.000000 Penalty: 142338.593750
Iteration 310Q: 44 clusters Score -5.896152e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 42822 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61588 members 
Mstep: Class 13 contains 15076 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 12458 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25304 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16239 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 15329 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 98732 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22287 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3988 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19632 members 
Mstep: Class 41 contains 23359 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 7089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961596.000000 Penalty: 142338.593750
Iteration 311Q: 44 clusters Score -5.89616e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 29874 members 
Mstep: Class 7 contains 42743 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61587 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 12458 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15950 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16242 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 15339 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 98732 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3988 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 19635 members 
Mstep: Class 41 contains 23369 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961636.000000 Penalty: 142338.593750
Iteration 312Q: 44 clusters Score -5.896164e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 29871 members 
Mstep: Class 7 contains 42661 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61586 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 12452 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15949 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16243 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 15356 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 98730 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3989 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10335 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23379 members 
Mstep: Class 42 contains 5944 members 
Mstep: Class 43 contains 7209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961632.000000 Penalty: 142338.593750
Iteration 313Q: 44 clusters Score -5.896163e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24943 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 42587 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61588 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 18688 members 
Mstep: Class 15 contains 12445 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15951 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16245 members 
Mstep: Class 24 contains 6135 members 
Mstep: Class 25 contains 15372 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98730 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3990 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19637 members 
Mstep: Class 41 contains 23387 members 
Mstep: Class 42 contains 5942 members 
Mstep: Class 43 contains 7267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961636.000000 Penalty: 142338.593750
Iteration 314Q: 44 clusters Score -5.896164e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24942 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61587 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 15952 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16246 members 
Mstep: Class 24 contains 6135 members 
Mstep: Class 25 contains 15383 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 98732 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22288 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3990 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23388 members 
Mstep: Class 42 contains 5939 members 
Mstep: Class 43 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961688.000000 Penalty: 142338.593750
Iteration 315Q: 44 clusters Score -5.896169e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61587 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 12441 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 15951 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16251 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 15384 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 98732 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3991 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19636 members 
Mstep: Class 41 contains 23399 members 
Mstep: Class 42 contains 5936 members 
Mstep: Class 43 contains 7381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961636.000000 Penalty: 142338.593750
Iteration 316Q: 44 clusters Score -5.896164e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24942 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 29873 members 
Mstep: Class 7 contains 42393 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61592 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 18688 members 
Mstep: Class 15 contains 12434 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 15950 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16260 members 
Mstep: Class 24 contains 6138 members 
Mstep: Class 25 contains 15386 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98731 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3992 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19636 members 
Mstep: Class 41 contains 23407 members 
Mstep: Class 42 contains 5935 members 
Mstep: Class 43 contains 7435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961556.000000 Penalty: 142338.593750
Iteration 317Q: 44 clusters Score -5.896156e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 29874 members 
Mstep: Class 7 contains 42329 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61591 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 12429 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16265 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98733 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3994 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23413 members 
Mstep: Class 42 contains 5933 members 
Mstep: Class 43 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961664.000000 Penalty: 142338.593750
Iteration 318Q: 44 clusters Score -5.896166e+07 nChanged 114
Entering ConstructFrom: 
Score: -58961664.000000 Penalty: 142338.593750
Entering ConstructFrom: 
Trying to split cluster 1 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -237266.187500 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -237266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -234050.750000 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -234050.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -235322.859375 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -235322.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -236032.187500 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -236032.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -236475.078125 Penalty: 3993.939209
	Iteration 3F: 3 clusters Score -236475.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -236700.437500 Penalty: 3993.939209
	Iteration 4F: 3 clusters Score -236700.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -236840.140625 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -236840.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -236925.968750 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -236926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -236991.484375 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -236991.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -237037.609375 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -237037.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -237074.687500 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -237074.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -237095.328125 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -237095.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -237108.484375 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -237108.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -237120.328125 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -237120.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237129.562500 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -237129.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -237139.890625 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -237139.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -237148.515625 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -237148.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -237154.390625 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -237154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237157.000000 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -237157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -237158.421875 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -237158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -237158.796875 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -237158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -237158.796875 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -237158.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -250621.765625 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -250621.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -247491.984375 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -247492 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -248142.375000 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -248142.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -248357.843750 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -248357.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -248498.218750 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -248498.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -248591.859375 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -248591.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248656.125000 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -248656.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -248702.828125 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -248702.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -248741.265625 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -248741.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -248785.171875 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -248785.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -248826.281250 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -248826.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -248860.921875 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -248860.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -248885.812500 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -248885.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -248900.859375 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -248900.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -248914.203125 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -248914.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -248922.406250 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -248922.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -248933.593750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -248933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -248941.437500 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -248941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -248947.406250 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -248947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -248951.359375 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -248951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -248955.921875 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -248955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -248959.250000 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -248959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -248962.843750 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -248962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -248966.312500 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -248966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -248969.703125 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -248969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -248972.921875 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -248972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -248974.843750 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -248974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -248976.375000 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -248976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -248977.203125 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -248977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -248977.515625 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -248977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -248977.515625 Penalty: 3923.653076
	Iteration 29F: 3 clusters Score -248977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Entering Unmasked Estep 
Score: -2424887.000000 Penalty: 2510.808594
	Iteration 0F: 2 clusters Score -2424887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2407604.250000 Penalty: 5021.617188
	Iteration 0F: 3 clusters Score -2407604 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2413570.750000 Penalty: 5021.617188
	Iteration 1F: 3 clusters Score -2413571 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2414034.000000 Penalty: 5021.617188
	Iteration 2F: 3 clusters Score -2414034 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2414434.500000 Penalty: 5021.617188
	Iteration 3Q: 3 clusters Score -2414434 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2414864.000000 Penalty: 5021.617188
	Iteration 4Q: 3 clusters Score -2414864 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2415405.250000 Penalty: 5021.617188
	Iteration 5Q: 3 clusters Score -2415405 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2416130.750000 Penalty: 5021.617188
	Iteration 6F: 3 clusters Score -2416131 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2417151.000000 Penalty: 5021.617188
	Iteration 7F: 3 clusters Score -2417151 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2418494.000000 Penalty: 5021.617188
	Iteration 8F: 3 clusters Score -2418494 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2419847.000000 Penalty: 5021.617188
	Iteration 9F: 3 clusters Score -2419847 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2420931.750000 Penalty: 5021.617188
	Iteration 10F: 3 clusters Score -2420932 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2421631.250000 Penalty: 5021.617188
	Iteration 11Q: 3 clusters Score -2421631 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2422018.250000 Penalty: 5021.617188
	Iteration 12Q: 3 clusters Score -2422018 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2422298.250000 Penalty: 5021.617188
	Iteration 13Q: 3 clusters Score -2422298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2422448.250000 Penalty: 5021.617188
	Iteration 14Q: 3 clusters Score -2422448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2422560.250000 Penalty: 5021.617188
	Iteration 15Q: 3 clusters Score -2422560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -2422629.750000 Penalty: 5021.617188
	Iteration 16Q: 3 clusters Score -2422630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2422672.250000 Penalty: 5021.617188
	Iteration 17Q: 3 clusters Score -2422672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2422712.750000 Penalty: 5021.617188
	Iteration 18Q: 3 clusters Score -2422713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2422730.750000 Penalty: 5021.617188
	Iteration 19Q: 3 clusters Score -2422731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2422743.750000 Penalty: 5021.617188
	Iteration 20F: 3 clusters Score -2422744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2422745.000000 Penalty: 5021.617188
	Iteration 21Q: 3 clusters Score -2422745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2422754.250000 Penalty: 5021.617188
	Iteration 22Q: 3 clusters Score -2422754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2422755.500000 Penalty: 5021.617188
	Iteration 23Q: 3 clusters Score -2422756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2422759.500000 Penalty: 5021.617188
	Iteration 24Q: 3 clusters Score -2422760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2422762.000000 Penalty: 5021.617188
	Iteration 25Q: 3 clusters Score -2422762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2422776.750000 Penalty: 5021.617188
	Iteration 26Q: 3 clusters Score -2422777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2422783.000000 Penalty: 5021.617188
	Iteration 27Q: 3 clusters Score -2422783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2422785.250000 Penalty: 5021.617188
	Iteration 28Q: 3 clusters Score -2422785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2422785.000000 Penalty: 5021.617188
	Iteration 29Q: 3 clusters Score -2422785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2422784.750000 Penalty: 5021.617188
	Iteration 30Q: 3 clusters Score -2422785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2422784.750000 Penalty: 5021.617188
	Iteration 31F: 3 clusters Score -2422785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -572367.812500 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -572367.8 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 3203 members 
Entering Unmasked Estep 
Score: -566989.000000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -566989 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -568554.125000 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -568554.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -569118.437500 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -569118.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -569637.250000 Penalty: 4346.893066
	Iteration 3F: 3 clusters Score -569637.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -570098.625000 Penalty: 4346.893066
	Iteration 4F: 3 clusters Score -570098.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -570474.000000 Penalty: 4346.893066
	Iteration 5F: 3 clusters Score -570474 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -570780.187500 Penalty: 4346.893066
	Iteration 6F: 3 clusters Score -570780.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -571010.625000 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -571010.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -571151.437500 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -571151.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -571231.437500 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -571231.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -571280.562500 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -571280.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -571317.687500 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -571317.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -571344.125000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -571344.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -571363.500000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -571363.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -571381.937500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -571381.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -571406.812500 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -571406.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -571444.750000 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -571444.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -571486.812500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -571486.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -571533.937500 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -571533.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -571573.375000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -571573.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -571627.750000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -571627.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -571671.250000 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -571671.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -571714.750000 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -571714.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -571747.062500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -571747.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -571773.375000 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -571773.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -571798.875000 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -571798.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -571819.062500 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -571819.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -571836.125000 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -571836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -571848.125000 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -571848.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -571865.562500 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -571865.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -571879.437500 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -571879.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -571887.562500 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -571887.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -571893.687500 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -571893.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -571902.500000 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -571902.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -571909.375000 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -571909.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -571914.687500 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -571914.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -571917.750000 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -571917.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -571922.750000 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -571922.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -571926.375000 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -571926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -571930.687500 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -571930.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -571933.312500 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -571933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -571935.562500 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -571935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -571937.437500 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -571937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -571940.062500 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -571940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -571942.812500 Penalty: 4346.893066
	Iteration 44Q: 3 clusters Score -571942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -571945.437500 Penalty: 4346.893066
	Iteration 45Q: 3 clusters Score -571945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -571947.625000 Penalty: 4346.893066
	Iteration 46Q: 3 clusters Score -571947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -571949.500000 Penalty: 4346.893066
	Iteration 47Q: 3 clusters Score -571949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -571951.375000 Penalty: 4346.893066
	Iteration 48Q: 3 clusters Score -571951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -571955.125000 Penalty: 4346.893066
	Iteration 49Q: 3 clusters Score -571955.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -571955.750000 Penalty: 4346.893066
	Iteration 50Q: 3 clusters Score -571955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -571959.312500 Penalty: 4346.893066
	Iteration 51Q: 3 clusters Score -571959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -571961.375000 Penalty: 4346.893066
	Iteration 52Q: 3 clusters Score -571961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -571961.750000 Penalty: 4346.893066
	Iteration 53Q: 3 clusters Score -571961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -571961.875000 Penalty: 4346.893066
	Iteration 54Q: 3 clusters Score -571961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -571961.875000 Penalty: 4346.893066
	Iteration 55F: 3 clusters Score -571961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -324829.062500 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -324829.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -321076.906250 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -321076.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322050.937500 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -322050.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -322301.218750 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -322301.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -322471.656250 Penalty: 4084.344238
	Iteration 3F: 3 clusters Score -322471.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -322617.937500 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -322617.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -322758.937500 Penalty: 4084.344238
	Iteration 5Q: 3 clusters Score -322758.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -322886.062500 Penalty: 4084.344238
	Iteration 6Q: 3 clusters Score -322886.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -322994.000000 Penalty: 4084.344238
	Iteration 7Q: 3 clusters Score -322994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -323084.000000 Penalty: 4084.344238
	Iteration 8Q: 3 clusters Score -323084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -323153.687500 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -323153.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -323205.937500 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -323205.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323249.656250 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -323249.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -323282.406250 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -323282.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -323303.937500 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -323303.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -323317.343750 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -323317.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -323327.125000 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -323327.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -323337.281250 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -323337.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -323350.312500 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -323350.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -323361.687500 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -323361.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -323372.187500 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -323372.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -323379.437500 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -323379.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323386.750000 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -323386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -323394.937500 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -323394.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -323400.531250 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -323400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -323404.406250 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -323404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323405.375000 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -323405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -323406.500000 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -323406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -323407.156250 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -323407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -323406.468750 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -323406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -323406.468750 Penalty: 4084.344238
	Iteration 29F: 3 clusters Score -323406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Entering Unmasked Estep 
Score: -2986405.250000 Penalty: 2555.626465
	Iteration 0F: 2 clusters Score -2986405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2965864.000000 Penalty: 5111.252930
	Iteration 0F: 3 clusters Score -2965864 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2973097.000000 Penalty: 5111.252930
	Iteration 1F: 3 clusters Score -2973097 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2973571.750000 Penalty: 5111.252930
	Iteration 2Q: 3 clusters Score -2973572 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2974029.750000 Penalty: 5111.252930
	Iteration 3Q: 3 clusters Score -2974030 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2974444.750000 Penalty: 5111.252930
	Iteration 4Q: 3 clusters Score -2974445 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2974888.250000 Penalty: 5111.252930
	Iteration 5Q: 3 clusters Score -2974888 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2975350.750000 Penalty: 5111.252930
	Iteration 6Q: 3 clusters Score -2975351 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2975841.250000 Penalty: 5111.252930
	Iteration 7Q: 3 clusters Score -2975841 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2976391.250000 Penalty: 5111.252930
	Iteration 8Q: 3 clusters Score -2976391 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2977016.750000 Penalty: 5111.252930
	Iteration 9Q: 3 clusters Score -2977017 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2977738.500000 Penalty: 5111.252930
	Iteration 10Q: 3 clusters Score -2977738 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2978523.000000 Penalty: 5111.252930
	Iteration 11Q: 3 clusters Score -2978523 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2979263.500000 Penalty: 5111.252930
	Iteration 12Q: 3 clusters Score -2979264 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2979810.250000 Penalty: 5111.252930
	Iteration 13Q: 3 clusters Score -2979810 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2980252.250000 Penalty: 5111.252930
	Iteration 14Q: 3 clusters Score -2980252 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2980561.000000 Penalty: 5111.252930
	Iteration 15Q: 3 clusters Score -2980561 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2980849.250000 Penalty: 5111.252930
	Iteration 16Q: 3 clusters Score -2980849 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2981112.500000 Penalty: 5111.252930
	Iteration 17Q: 3 clusters Score -2981112 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2981381.750000 Penalty: 5111.252930
	Iteration 18Q: 3 clusters Score -2981382 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2981658.250000 Penalty: 5111.252930
	Iteration 19Q: 3 clusters Score -2981658 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2981949.500000 Penalty: 5111.252930
	Iteration 20F: 3 clusters Score -2981950 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2982295.750000 Penalty: 5111.252930
	Iteration 21Q: 3 clusters Score -2982296 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2982651.250000 Penalty: 5111.252930
	Iteration 22Q: 3 clusters Score -2982651 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2983054.000000 Penalty: 5111.252930
	Iteration 23Q: 3 clusters Score -2983054 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2983430.250000 Penalty: 5111.252930
	Iteration 24Q: 3 clusters Score -2983430 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2983768.250000 Penalty: 5111.252930
	Iteration 25Q: 3 clusters Score -2983768 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2984053.000000 Penalty: 5111.252930
	Iteration 26Q: 3 clusters Score -2984053 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2984321.000000 Penalty: 5111.252930
	Iteration 27Q: 3 clusters Score -2984321 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2984594.750000 Penalty: 5111.252930
	Iteration 28Q: 3 clusters Score -2984595 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2984851.500000 Penalty: 5111.252930
	Iteration 29Q: 3 clusters Score -2984852 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2985009.250000 Penalty: 5111.252930
	Iteration 30Q: 3 clusters Score -2985009 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2985098.000000 Penalty: 5111.252930
	Iteration 31Q: 3 clusters Score -2985098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2985164.750000 Penalty: 5111.252930
	Iteration 32Q: 3 clusters Score -2985165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2985199.500000 Penalty: 5111.252930
	Iteration 33Q: 3 clusters Score -2985200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2985226.250000 Penalty: 5111.252930
	Iteration 34Q: 3 clusters Score -2985226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2985246.750000 Penalty: 5111.252930
	Iteration 35Q: 3 clusters Score -2985247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2985255.500000 Penalty: 5111.252930
	Iteration 36Q: 3 clusters Score -2985256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2985263.000000 Penalty: 5111.252930
	Iteration 37Q: 3 clusters Score -2985263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2985267.250000 Penalty: 5111.252930
	Iteration 38Q: 3 clusters Score -2985267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2985276.250000 Penalty: 5111.252930
	Iteration 39Q: 3 clusters Score -2985276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2985289.750000 Penalty: 5111.252930
	Iteration 40F: 3 clusters Score -2985290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2985295.000000 Penalty: 5111.252930
	Iteration 41Q: 3 clusters Score -2985295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2985292.500000 Penalty: 5111.252930
	Iteration 42Q: 3 clusters Score -2985292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2985302.500000 Penalty: 5111.252930
	Iteration 43Q: 3 clusters Score -2985302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2985296.500000 Penalty: 5111.252930
	Iteration 44Q: 3 clusters Score -2985296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2985297.500000 Penalty: 5111.252930
	Iteration 45Q: 3 clusters Score -2985298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2985295.500000 Penalty: 5111.252930
	Iteration 46Q: 3 clusters Score -2985296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2985309.500000 Penalty: 5111.252930
	Iteration 47Q: 3 clusters Score -2985310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2985310.500000 Penalty: 5111.252930
	Iteration 48Q: 3 clusters Score -2985310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2985307.250000 Penalty: 5111.252930
	Iteration 49Q: 3 clusters Score -2985307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2985310.250000 Penalty: 5111.252930
	Iteration 50Q: 3 clusters Score -2985310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2985310.500000 Penalty: 5111.252930
	Iteration 51Q: 3 clusters Score -2985310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2985313.750000 Penalty: 5111.252930
	Iteration 52Q: 3 clusters Score -2985314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2985313.250000 Penalty: 5111.252930
	Iteration 53Q: 3 clusters Score -2985313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2985313.000000 Penalty: 5111.252930
	Iteration 54Q: 3 clusters Score -2985313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2985316.250000 Penalty: 5111.252930
	Iteration 55Q: 3 clusters Score -2985316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2985315.000000 Penalty: 5111.252930
	Iteration 56Q: 3 clusters Score -2985315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2985324.750000 Penalty: 5111.252930
	Iteration 57Q: 3 clusters Score -2985325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2985326.750000 Penalty: 5111.252930
	Iteration 58Q: 3 clusters Score -2985327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2985325.500000 Penalty: 5111.252930
	Iteration 59Q: 3 clusters Score -2985326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2985325.750000 Penalty: 5111.252930
	Iteration 60F: 3 clusters Score -2985326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2985326.250000 Penalty: 5111.252930
	Iteration 61Q: 3 clusters Score -2985326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2985331.000000 Penalty: 5111.252930
	Iteration 62Q: 3 clusters Score -2985331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2985328.000000 Penalty: 5111.252930
	Iteration 63Q: 3 clusters Score -2985328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2985326.000000 Penalty: 5111.252930
	Iteration 64Q: 3 clusters Score -2985326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2985328.000000 Penalty: 5111.252930
	Iteration 65Q: 3 clusters Score -2985328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2985327.250000 Penalty: 5111.252930
	Iteration 66Q: 3 clusters Score -2985327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2985329.750000 Penalty: 5111.252930
	Iteration 67Q: 3 clusters Score -2985330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2985329.500000 Penalty: 5111.252930
	Iteration 68Q: 3 clusters Score -2985330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2985332.750000 Penalty: 5111.252930
	Iteration 69Q: 3 clusters Score -2985333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2985331.500000 Penalty: 5111.252930
	Iteration 70Q: 3 clusters Score -2985332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2985332.250000 Penalty: 5111.252930
	Iteration 71Q: 3 clusters Score -2985332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2985331.750000 Penalty: 5111.252930
	Iteration 72Q: 3 clusters Score -2985332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2985331.000000 Penalty: 5111.252930
	Iteration 73Q: 3 clusters Score -2985331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2985334.750000 Penalty: 5111.252930
	Iteration 74Q: 3 clusters Score -2985335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2985334.750000 Penalty: 5111.252930
	Iteration 75F: 3 clusters Score -2985335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Entering Unmasked Estep 
Score: -4134198.500000 Penalty: 2641.648926
	Iteration 0F: 2 clusters Score -4134198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4105614.000000 Penalty: 5283.297852
	Iteration 0F: 3 clusters Score -4105614 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4116899.000000 Penalty: 5283.297852
	Iteration 1F: 3 clusters Score -4116899 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4118124.750000 Penalty: 5283.297852
	Iteration 2F: 3 clusters Score -4118125 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4119791.000000 Penalty: 5283.297852
	Iteration 3F: 3 clusters Score -4119791 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4121717.750000 Penalty: 5283.297852
	Iteration 4F: 3 clusters Score -4121718 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4123872.000000 Penalty: 5283.297852
	Iteration 5F: 3 clusters Score -4123872 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4126033.000000 Penalty: 5283.297852
	Iteration 6F: 3 clusters Score -4126033 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -4127873.000000 Penalty: 5283.297852
	Iteration 7F: 3 clusters Score -4127873 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4129174.750000 Penalty: 5283.297852
	Iteration 8Q: 3 clusters Score -4129175 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4129962.000000 Penalty: 5283.297852
	Iteration 9Q: 3 clusters Score -4129962 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4130431.250000 Penalty: 5283.297852
	Iteration 10Q: 3 clusters Score -4130431 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4130729.500000 Penalty: 5283.297852
	Iteration 11Q: 3 clusters Score -4130730 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4130973.500000 Penalty: 5283.297852
	Iteration 12Q: 3 clusters Score -4130974 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4131130.750000 Penalty: 5283.297852
	Iteration 13Q: 3 clusters Score -4131131 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4131273.750000 Penalty: 5283.297852
	Iteration 14Q: 3 clusters Score -4131274 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4131413.500000 Penalty: 5283.297852
	Iteration 15Q: 3 clusters Score -4131414 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4131531.500000 Penalty: 5283.297852
	Iteration 16Q: 3 clusters Score -4131532 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4131632.500000 Penalty: 5283.297852
	Iteration 17Q: 3 clusters Score -4131632 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4131737.000000 Penalty: 5283.297852
	Iteration 18Q: 3 clusters Score -4131737 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -4131811.000000 Penalty: 5283.297852
	Iteration 19Q: 3 clusters Score -4131811 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4131897.750000 Penalty: 5283.297852
	Iteration 20F: 3 clusters Score -4131898 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4131955.750000 Penalty: 5283.297852
	Iteration 21Q: 3 clusters Score -4131956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -4132020.250000 Penalty: 5283.297852
	Iteration 22Q: 3 clusters Score -4132020 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4132062.750000 Penalty: 5283.297852
	Iteration 23Q: 3 clusters Score -4132063 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -4132110.250000 Penalty: 5283.297852
	Iteration 24Q: 3 clusters Score -4132110 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4132161.750000 Penalty: 5283.297852
	Iteration 25Q: 3 clusters Score -4132162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -4132206.750000 Penalty: 5283.297852
	Iteration 26Q: 3 clusters Score -4132207 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4132264.500000 Penalty: 5283.297852
	Iteration 27Q: 3 clusters Score -4132264 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4132308.750000 Penalty: 5283.297852
	Iteration 28Q: 3 clusters Score -4132309 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4132341.750000 Penalty: 5283.297852
	Iteration 29Q: 3 clusters Score -4132342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4132360.250000 Penalty: 5283.297852
	Iteration 30Q: 3 clusters Score -4132360 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4132393.000000 Penalty: 5283.297852
	Iteration 31Q: 3 clusters Score -4132393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4132427.500000 Penalty: 5283.297852
	Iteration 32Q: 3 clusters Score -4132428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -4132449.750000 Penalty: 5283.297852
	Iteration 33Q: 3 clusters Score -4132450 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -4132464.000000 Penalty: 5283.297852
	Iteration 34Q: 3 clusters Score -4132464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4132479.000000 Penalty: 5283.297852
	Iteration 35Q: 3 clusters Score -4132479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -4132484.750000 Penalty: 5283.297852
	Iteration 36Q: 3 clusters Score -4132485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4132504.000000 Penalty: 5283.297852
	Iteration 37Q: 3 clusters Score -4132504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4132511.500000 Penalty: 5283.297852
	Iteration 38Q: 3 clusters Score -4132512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4132517.000000 Penalty: 5283.297852
	Iteration 39Q: 3 clusters Score -4132517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4132533.500000 Penalty: 5283.297852
	Iteration 40F: 3 clusters Score -4132534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4132536.250000 Penalty: 5283.297852
	Iteration 41Q: 3 clusters Score -4132536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4132543.500000 Penalty: 5283.297852
	Iteration 42Q: 3 clusters Score -4132544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4132543.250000 Penalty: 5283.297852
	Iteration 43Q: 3 clusters Score -4132543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4132563.750000 Penalty: 5283.297852
	Iteration 44Q: 3 clusters Score -4132564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4132570.500000 Penalty: 5283.297852
	Iteration 45Q: 3 clusters Score -4132570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4132581.250000 Penalty: 5283.297852
	Iteration 46Q: 3 clusters Score -4132581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4132591.750000 Penalty: 5283.297852
	Iteration 47Q: 3 clusters Score -4132592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4132600.750000 Penalty: 5283.297852
	Iteration 48Q: 3 clusters Score -4132601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4132601.750000 Penalty: 5283.297852
	Iteration 49Q: 3 clusters Score -4132602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4132599.750000 Penalty: 5283.297852
	Iteration 50Q: 3 clusters Score -4132600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4132599.500000 Penalty: 5283.297852
	Iteration 51Q: 3 clusters Score -4132600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4132598.000000 Penalty: 5283.297852
	Iteration 52Q: 3 clusters Score -4132598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4132607.000000 Penalty: 5283.297852
	Iteration 53Q: 3 clusters Score -4132607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4132615.750000 Penalty: 5283.297852
	Iteration 54Q: 3 clusters Score -4132616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4132634.750000 Penalty: 5283.297852
	Iteration 55Q: 3 clusters Score -4132635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4132636.500000 Penalty: 5283.297852
	Iteration 56Q: 3 clusters Score -4132636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4132649.500000 Penalty: 5283.297852
	Iteration 57Q: 3 clusters Score -4132650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4132662.500000 Penalty: 5283.297852
	Iteration 58Q: 3 clusters Score -4132662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4132666.250000 Penalty: 5283.297852
	Iteration 59Q: 3 clusters Score -4132666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4132676.750000 Penalty: 5283.297852
	Iteration 60F: 3 clusters Score -4132677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -4132672.500000 Penalty: 5283.297852
	Iteration 61Q: 3 clusters Score -4132672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4132687.000000 Penalty: 5283.297852
	Iteration 62Q: 3 clusters Score -4132687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4132692.750000 Penalty: 5283.297852
	Iteration 63Q: 3 clusters Score -4132693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4132704.250000 Penalty: 5283.297852
	Iteration 64Q: 3 clusters Score -4132704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4132719.500000 Penalty: 5283.297852
	Iteration 65Q: 3 clusters Score -4132720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4132728.000000 Penalty: 5283.297852
	Iteration 66Q: 3 clusters Score -4132728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4132735.500000 Penalty: 5283.297852
	Iteration 67Q: 3 clusters Score -4132736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4132738.500000 Penalty: 5283.297852
	Iteration 68Q: 3 clusters Score -4132738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4132749.250000 Penalty: 5283.297852
	Iteration 69Q: 3 clusters Score -4132749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4132769.750000 Penalty: 5283.297852
	Iteration 70Q: 3 clusters Score -4132770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4132768.750000 Penalty: 5283.297852
	Iteration 71Q: 3 clusters Score -4132769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -4132779.750000 Penalty: 5283.297852
	Iteration 72Q: 3 clusters Score -4132780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4132782.750000 Penalty: 5283.297852
	Iteration 73Q: 3 clusters Score -4132783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4132783.250000 Penalty: 5283.297852
	Iteration 74Q: 3 clusters Score -4132783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4132784.500000 Penalty: 5283.297852
	Iteration 75Q: 3 clusters Score -4132784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4132779.250000 Penalty: 5283.297852
	Iteration 76Q: 3 clusters Score -4132779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4132784.750000 Penalty: 5283.297852
	Iteration 77Q: 3 clusters Score -4132785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4132781.750000 Penalty: 5283.297852
	Iteration 78Q: 3 clusters Score -4132782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4132791.500000 Penalty: 5283.297852
	Iteration 79Q: 3 clusters Score -4132792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4132793.250000 Penalty: 5283.297852
	Iteration 80F: 3 clusters Score -4132793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4132791.000000 Penalty: 5283.297852
	Iteration 81Q: 3 clusters Score -4132791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4132801.750000 Penalty: 5283.297852
	Iteration 82Q: 3 clusters Score -4132802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4132804.500000 Penalty: 5283.297852
	Iteration 83Q: 3 clusters Score -4132804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4132806.000000 Penalty: 5283.297852
	Iteration 84Q: 3 clusters Score -4132806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4132802.250000 Penalty: 5283.297852
	Iteration 85Q: 3 clusters Score -4132802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4132807.250000 Penalty: 5283.297852
	Iteration 86Q: 3 clusters Score -4132807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4132811.500000 Penalty: 5283.297852
	Iteration 87Q: 3 clusters Score -4132812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4132811.000000 Penalty: 5283.297852
	Iteration 88Q: 3 clusters Score -4132811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4132812.750000 Penalty: 5283.297852
	Iteration 89Q: 3 clusters Score -4132813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4132814.750000 Penalty: 5283.297852
	Iteration 90Q: 3 clusters Score -4132815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4132809.500000 Penalty: 5283.297852
	Iteration 91Q: 3 clusters Score -4132810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4132809.500000 Penalty: 5283.297852
	Iteration 92F: 3 clusters Score -4132810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -287693.218750 Penalty: 1979.385132
	Iteration 0F: 2 clusters Score -287693.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -284463.906250 Penalty: 3958.770264
	Iteration 0F: 3 clusters Score -284463.9 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -285164.500000 Penalty: 3958.770264
	Iteration 1F: 3 clusters Score -285164.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285371.625000 Penalty: 3958.770264
	Iteration 2F: 3 clusters Score -285371.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285519.281250 Penalty: 3958.770264
	Iteration 3F: 3 clusters Score -285519.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -285675.343750 Penalty: 3958.770264
	Iteration 4Q: 3 clusters Score -285675.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -285851.156250 Penalty: 3958.770264
	Iteration 5Q: 3 clusters Score -285851.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286060.750000 Penalty: 3958.770264
	Iteration 6F: 3 clusters Score -286060.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -286305.593750 Penalty: 3958.770264
	Iteration 7F: 3 clusters Score -286305.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -286489.281250 Penalty: 3958.770264
	Iteration 8Q: 3 clusters Score -286489.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -286624.687500 Penalty: 3958.770264
	Iteration 9Q: 3 clusters Score -286624.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -286723.281250 Penalty: 3958.770264
	Iteration 10Q: 3 clusters Score -286723.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -286805.031250 Penalty: 3958.770264
	Iteration 11Q: 3 clusters Score -286805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -286850.906250 Penalty: 3958.770264
	Iteration 12Q: 3 clusters Score -286850.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -286872.843750 Penalty: 3958.770264
	Iteration 13Q: 3 clusters Score -286872.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -286890.968750 Penalty: 3958.770264
	Iteration 14Q: 3 clusters Score -286891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -286900.718750 Penalty: 3958.770264
	Iteration 15Q: 3 clusters Score -286900.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -286911.500000 Penalty: 3958.770264
	Iteration 16Q: 3 clusters Score -286911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -286919.593750 Penalty: 3958.770264
	Iteration 17Q: 3 clusters Score -286919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -286930.062500 Penalty: 3958.770264
	Iteration 18Q: 3 clusters Score -286930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -286942.187500 Penalty: 3958.770264
	Iteration 19Q: 3 clusters Score -286942.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -286953.562500 Penalty: 3958.770264
	Iteration 20F: 3 clusters Score -286953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286962.593750 Penalty: 3958.770264
	Iteration 21Q: 3 clusters Score -286962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -286967.156250 Penalty: 3958.770264
	Iteration 22Q: 3 clusters Score -286967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -286968.125000 Penalty: 3958.770264
	Iteration 23Q: 3 clusters Score -286968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -286969.812500 Penalty: 3958.770264
	Iteration 24Q: 3 clusters Score -286969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -286969.812500 Penalty: 3958.770264
	Iteration 25F: 3 clusters Score -286969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -513739.593750 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -513739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -508849.312500 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -508849.3 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -510380.312500 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -510380.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -511097.687500 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -511097.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -511900.437500 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -511900.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -512511.562500 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -512511.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -512884.031250 Penalty: 4283.300781
	Iteration 5F: 3 clusters Score -512884 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -513080.343750 Penalty: 4283.300781
	Iteration 6Q: 3 clusters Score -513080.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -513195.031250 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -513195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -513235.812500 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -513235.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -513256.187500 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -513256.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -513267.062500 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -513267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -513273.031250 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -513273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -513279.312500 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -513279.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -513283.875000 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -513283.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -513289.250000 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -513289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -513292.187500 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -513292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -513293.906250 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -513293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -513297.156250 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -513297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -513300.625000 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -513300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -513301.375000 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -513301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -513302.531250 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -513302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -513303.343750 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -513303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -513305.250000 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -513305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -513305.187500 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -513305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -513305.218750 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -513305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -513305.218750 Penalty: 4283.300781
	Iteration 25F: 3 clusters Score -513305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -520662.656250 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -520662.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -515660.468750 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -515660.5 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -517004.625000 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -517004.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -517457.406250 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -517457.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -517918.875000 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -517918.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -518413.343750 Penalty: 4298.315430
	Iteration 4F: 3 clusters Score -518413.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -518911.062500 Penalty: 4298.315430
	Iteration 5F: 3 clusters Score -518911.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -519339.156250 Penalty: 4298.315430
	Iteration 6F: 3 clusters Score -519339.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -519672.500000 Penalty: 4298.315430
	Iteration 7F: 3 clusters Score -519672.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -519887.156250 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -519887.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -520002.187500 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -520002.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -520075.000000 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -520075 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -520122.500000 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -520122.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -520157.468750 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -520157.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -520183.187500 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -520183.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -520202.906250 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -520202.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -520217.468750 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -520217.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -520230.031250 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -520230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -520238.562500 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -520238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -520242.531250 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -520242.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -520245.593750 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -520245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -520248.781250 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -520248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520251.625000 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -520251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -520254.750000 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -520254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -520256.468750 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -520256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -520256.968750 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -520257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -520260.468750 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -520260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -520259.968750 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -520260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -520261.562500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -520261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -520260.937500 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -520260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -520262.218750 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -520262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -520262.343750 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -520262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -520262.343750 Penalty: 4298.315430
	Iteration 31F: 3 clusters Score -520262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Entering Unmasked Estep 
Score: -654288.562500 Penalty: 2185.400635
	Iteration 0F: 2 clusters Score -654288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -648689.812500 Penalty: 4370.801270
	Iteration 0F: 3 clusters Score -648689.8 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -650090.562500 Penalty: 4370.801270
	Iteration 1F: 3 clusters Score -650090.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -650343.937500 Penalty: 4370.801270
	Iteration 2F: 3 clusters Score -650343.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -650512.437500 Penalty: 4370.801270
	Iteration 3Q: 3 clusters Score -650512.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -650646.062500 Penalty: 4370.801270
	Iteration 4Q: 3 clusters Score -650646.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -650777.750000 Penalty: 4370.801270
	Iteration 5Q: 3 clusters Score -650777.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -650923.312500 Penalty: 4370.801270
	Iteration 6Q: 3 clusters Score -650923.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -651060.625000 Penalty: 4370.801270
	Iteration 7Q: 3 clusters Score -651060.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -651250.687500 Penalty: 4370.801270
	Iteration 8Q: 3 clusters Score -651250.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -651449.437500 Penalty: 4370.801270
	Iteration 9Q: 3 clusters Score -651449.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -651618.937500 Penalty: 4370.801270
	Iteration 10Q: 3 clusters Score -651618.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -651770.750000 Penalty: 4370.801270
	Iteration 11Q: 3 clusters Score -651770.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -651919.250000 Penalty: 4370.801270
	Iteration 12Q: 3 clusters Score -651919.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -652049.375000 Penalty: 4370.801270
	Iteration 13Q: 3 clusters Score -652049.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -652149.875000 Penalty: 4370.801270
	Iteration 14Q: 3 clusters Score -652149.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -652223.687500 Penalty: 4370.801270
	Iteration 15Q: 3 clusters Score -652223.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -652278.562500 Penalty: 4370.801270
	Iteration 16Q: 3 clusters Score -652278.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -652316.750000 Penalty: 4370.801270
	Iteration 17Q: 3 clusters Score -652316.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -652352.937500 Penalty: 4370.801270
	Iteration 18Q: 3 clusters Score -652352.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -652382.625000 Penalty: 4370.801270
	Iteration 19Q: 3 clusters Score -652382.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -652401.812500 Penalty: 4370.801270
	Iteration 20F: 3 clusters Score -652401.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -652418.562500 Penalty: 4370.801270
	Iteration 21Q: 3 clusters Score -652418.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -652432.500000 Penalty: 4370.801270
	Iteration 22Q: 3 clusters Score -652432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -652440.125000 Penalty: 4370.801270
	Iteration 23Q: 3 clusters Score -652440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -652445.750000 Penalty: 4370.801270
	Iteration 24Q: 3 clusters Score -652445.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -652450.250000 Penalty: 4370.801270
	Iteration 25Q: 3 clusters Score -652450.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -652455.187500 Penalty: 4370.801270
	Iteration 26Q: 3 clusters Score -652455.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -652468.437500 Penalty: 4370.801270
	Iteration 27Q: 3 clusters Score -652468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -652474.562500 Penalty: 4370.801270
	Iteration 28Q: 3 clusters Score -652474.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -652484.250000 Penalty: 4370.801270
	Iteration 29Q: 3 clusters Score -652484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -652490.875000 Penalty: 4370.801270
	Iteration 30Q: 3 clusters Score -652490.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -652496.375000 Penalty: 4370.801270
	Iteration 31Q: 3 clusters Score -652496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -652501.562500 Penalty: 4370.801270
	Iteration 32Q: 3 clusters Score -652501.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -652505.625000 Penalty: 4370.801270
	Iteration 33Q: 3 clusters Score -652505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -652506.750000 Penalty: 4370.801270
	Iteration 34Q: 3 clusters Score -652506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -652507.812500 Penalty: 4370.801270
	Iteration 35Q: 3 clusters Score -652507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -652508.000000 Penalty: 4370.801270
	Iteration 36Q: 3 clusters Score -652508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -652509.312500 Penalty: 4370.801270
	Iteration 37Q: 3 clusters Score -652509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -652509.312500 Penalty: 4370.801270
	Iteration 38Q: 3 clusters Score -652509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -652509.312500 Penalty: 4370.801270
	Iteration 39F: 3 clusters Score -652509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Entering Unmasked Estep 
Score: -6190698.000000 Penalty: 2735.007080
	Iteration 0F: 2 clusters Score -6190698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -6149340.000000 Penalty: 5470.014160
	Iteration 0F: 3 clusters Score -6149340 nChanged 28664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -6165441.000000 Penalty: 5470.014160
	Iteration 1F: 3 clusters Score -6165441 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6166317.000000 Penalty: 5470.014160
	Iteration 2Q: 3 clusters Score -6166317 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6167244.500000 Penalty: 5470.014160
	Iteration 3Q: 3 clusters Score -6167244 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -6168157.500000 Penalty: 5470.014160
	Iteration 4Q: 3 clusters Score -6168158 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6169322.500000 Penalty: 5470.014160
	Iteration 5Q: 3 clusters Score -6169322 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -6170763.500000 Penalty: 5470.014160
	Iteration 6Q: 3 clusters Score -6170764 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -6172778.500000 Penalty: 5470.014160
	Iteration 7F: 3 clusters Score -6172778 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6175251.000000 Penalty: 5470.014160
	Iteration 8F: 3 clusters Score -6175251 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -6178052.500000 Penalty: 5470.014160
	Iteration 9F: 3 clusters Score -6178052 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -6181041.000000 Penalty: 5470.014160
	Iteration 10F: 3 clusters Score -6181041 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6183484.500000 Penalty: 5470.014160
	Iteration 11Q: 3 clusters Score -6183484 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6185170.000000 Penalty: 5470.014160
	Iteration 12Q: 3 clusters Score -6185170 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -6186210.000000 Penalty: 5470.014160
	Iteration 13Q: 3 clusters Score -6186210 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -6186834.000000 Penalty: 5470.014160
	Iteration 14Q: 3 clusters Score -6186834 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -6187242.000000 Penalty: 5470.014160
	Iteration 15Q: 3 clusters Score -6187242 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -6187549.500000 Penalty: 5470.014160
	Iteration 16Q: 3 clusters Score -6187550 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -6187798.000000 Penalty: 5470.014160
	Iteration 17Q: 3 clusters Score -6187798 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -6188044.500000 Penalty: 5470.014160
	Iteration 18Q: 3 clusters Score -6188044 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -6188188.500000 Penalty: 5470.014160
	Iteration 19Q: 3 clusters Score -6188188 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -6188356.500000 Penalty: 5470.014160
	Iteration 20F: 3 clusters Score -6188356 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -6188455.500000 Penalty: 5470.014160
	Iteration 21Q: 3 clusters Score -6188456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -6188547.000000 Penalty: 5470.014160
	Iteration 22Q: 3 clusters Score -6188547 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -6188621.000000 Penalty: 5470.014160
	Iteration 23Q: 3 clusters Score -6188621 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -6188671.000000 Penalty: 5470.014160
	Iteration 24Q: 3 clusters Score -6188671 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -6188748.000000 Penalty: 5470.014160
	Iteration 25Q: 3 clusters Score -6188748 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6188824.500000 Penalty: 5470.014160
	Iteration 26Q: 3 clusters Score -6188824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -6188870.000000 Penalty: 5470.014160
	Iteration 27Q: 3 clusters Score -6188870 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -6188894.000000 Penalty: 5470.014160
	Iteration 28Q: 3 clusters Score -6188894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -6188931.500000 Penalty: 5470.014160
	Iteration 29Q: 3 clusters Score -6188932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -6188947.500000 Penalty: 5470.014160
	Iteration 30Q: 3 clusters Score -6188948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -6188955.000000 Penalty: 5470.014160
	Iteration 31Q: 3 clusters Score -6188955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -6188982.500000 Penalty: 5470.014160
	Iteration 32Q: 3 clusters Score -6188982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -6188976.500000 Penalty: 5470.014160
	Iteration 33Q: 3 clusters Score -6188976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -6188967.500000 Penalty: 5470.014160
	Iteration 34Q: 3 clusters Score -6188968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -6188964.500000 Penalty: 5470.014160
	Iteration 35Q: 3 clusters Score -6188964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -6188975.000000 Penalty: 5470.014160
	Iteration 36Q: 3 clusters Score -6188975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -6188974.500000 Penalty: 5470.014160
	Iteration 37Q: 3 clusters Score -6188974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -6188975.000000 Penalty: 5470.014160
	Iteration 38Q: 3 clusters Score -6188975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -6188982.500000 Penalty: 5470.014160
	Iteration 39Q: 3 clusters Score -6188982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -6188992.500000 Penalty: 5470.014160
	Iteration 40F: 3 clusters Score -6188992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -6188994.500000 Penalty: 5470.014160
	Iteration 41Q: 3 clusters Score -6188994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -6188997.000000 Penalty: 5470.014160
	Iteration 42Q: 3 clusters Score -6188997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -6188992.500000 Penalty: 5470.014160
	Iteration 43Q: 3 clusters Score -6188992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -6188988.000000 Penalty: 5470.014160
	Iteration 44Q: 3 clusters Score -6188988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -6189002.500000 Penalty: 5470.014160
	Iteration 45Q: 3 clusters Score -6189002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -6188998.500000 Penalty: 5470.014160
	Iteration 46Q: 3 clusters Score -6188998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -6189012.000000 Penalty: 5470.014160
	Iteration 47Q: 3 clusters Score -6189012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -6189023.500000 Penalty: 5470.014160
	Iteration 48Q: 3 clusters Score -6189024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -6189045.000000 Penalty: 5470.014160
	Iteration 49Q: 3 clusters Score -6189045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -6189044.500000 Penalty: 5470.014160
	Iteration 50Q: 3 clusters Score -6189044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -6189033.500000 Penalty: 5470.014160
	Iteration 51Q: 3 clusters Score -6189034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -6189032.000000 Penalty: 5470.014160
	Iteration 52Q: 3 clusters Score -6189032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6189037.000000 Penalty: 5470.014160
	Iteration 53Q: 3 clusters Score -6189037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -6189037.500000 Penalty: 5470.014160
	Iteration 54Q: 3 clusters Score -6189038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -6189038.000000 Penalty: 5470.014160
	Iteration 55Q: 3 clusters Score -6189038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -6189040.500000 Penalty: 5470.014160
	Iteration 56Q: 3 clusters Score -6189040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -6189039.500000 Penalty: 5470.014160
	Iteration 57Q: 3 clusters Score -6189040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -6189040.500000 Penalty: 5470.014160
	Iteration 58Q: 3 clusters Score -6189040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -6189048.500000 Penalty: 5470.014160
	Iteration 59Q: 3 clusters Score -6189048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -6189046.500000 Penalty: 5470.014160
	Iteration 60F: 3 clusters Score -6189046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -6189042.000000 Penalty: 5470.014160
	Iteration 61Q: 3 clusters Score -6189042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -6189047.000000 Penalty: 5470.014160
	Iteration 62Q: 3 clusters Score -6189047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -6189047.000000 Penalty: 5470.014160
	Iteration 63F: 3 clusters Score -6189047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Entering Unmasked Estep 
Score: -1413668.750000 Penalty: 2385.808350
	Iteration 0F: 2 clusters Score -1413669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1402659.750000 Penalty: 4771.616699
	Iteration 0F: 3 clusters Score -1402660 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1406315.375000 Penalty: 4771.616699
	Iteration 1F: 3 clusters Score -1406315 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1406850.125000 Penalty: 4771.616699
	Iteration 2F: 3 clusters Score -1406850 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1407422.125000 Penalty: 4771.616699
	Iteration 3F: 3 clusters Score -1407422 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1408019.625000 Penalty: 4771.616699
	Iteration 4F: 3 clusters Score -1408020 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1408666.500000 Penalty: 4771.616699
	Iteration 5F: 3 clusters Score -1408666 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1409330.625000 Penalty: 4771.616699
	Iteration 6F: 3 clusters Score -1409331 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1410031.875000 Penalty: 4771.616699
	Iteration 7F: 3 clusters Score -1410032 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1410700.875000 Penalty: 4771.616699
	Iteration 8F: 3 clusters Score -1410701 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1411195.250000 Penalty: 4771.616699
	Iteration 9Q: 3 clusters Score -1411195 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1411553.625000 Penalty: 4771.616699
	Iteration 10Q: 3 clusters Score -1411554 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1411807.250000 Penalty: 4771.616699
	Iteration 11Q: 3 clusters Score -1411807 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1411965.750000 Penalty: 4771.616699
	Iteration 12Q: 3 clusters Score -1411966 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1412048.875000 Penalty: 4771.616699
	Iteration 13Q: 3 clusters Score -1412049 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1412106.000000 Penalty: 4771.616699
	Iteration 14Q: 3 clusters Score -1412106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1412153.000000 Penalty: 4771.616699
	Iteration 15Q: 3 clusters Score -1412153 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1412186.625000 Penalty: 4771.616699
	Iteration 16Q: 3 clusters Score -1412187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1412208.875000 Penalty: 4771.616699
	Iteration 17Q: 3 clusters Score -1412209 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1412222.375000 Penalty: 4771.616699
	Iteration 18Q: 3 clusters Score -1412222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1412233.375000 Penalty: 4771.616699
	Iteration 19Q: 3 clusters Score -1412233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1412242.000000 Penalty: 4771.616699
	Iteration 20F: 3 clusters Score -1412242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1412246.500000 Penalty: 4771.616699
	Iteration 21Q: 3 clusters Score -1412246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1412254.000000 Penalty: 4771.616699
	Iteration 22Q: 3 clusters Score -1412254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1412259.125000 Penalty: 4771.616699
	Iteration 23Q: 3 clusters Score -1412259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1412259.500000 Penalty: 4771.616699
	Iteration 24Q: 3 clusters Score -1412260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1412273.375000 Penalty: 4771.616699
	Iteration 25Q: 3 clusters Score -1412273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1412282.375000 Penalty: 4771.616699
	Iteration 26Q: 3 clusters Score -1412282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1412292.875000 Penalty: 4771.616699
	Iteration 27Q: 3 clusters Score -1412293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1412295.875000 Penalty: 4771.616699
	Iteration 28Q: 3 clusters Score -1412296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1412299.000000 Penalty: 4771.616699
	Iteration 29Q: 3 clusters Score -1412299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1412310.750000 Penalty: 4771.616699
	Iteration 30Q: 3 clusters Score -1412311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1412310.500000 Penalty: 4771.616699
	Iteration 31Q: 3 clusters Score -1412310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1412316.500000 Penalty: 4771.616699
	Iteration 32Q: 3 clusters Score -1412316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1412314.500000 Penalty: 4771.616699
	Iteration 33Q: 3 clusters Score -1412314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1412318.000000 Penalty: 4771.616699
	Iteration 34Q: 3 clusters Score -1412318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1412319.750000 Penalty: 4771.616699
	Iteration 35Q: 3 clusters Score -1412320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1412323.625000 Penalty: 4771.616699
	Iteration 36Q: 3 clusters Score -1412324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1412326.250000 Penalty: 4771.616699
	Iteration 37Q: 3 clusters Score -1412326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1412325.250000 Penalty: 4771.616699
	Iteration 38Q: 3 clusters Score -1412325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1412331.625000 Penalty: 4771.616699
	Iteration 39Q: 3 clusters Score -1412332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1412331.625000 Penalty: 4771.616699
	Iteration 40F: 3 clusters Score -1412332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Entering Unmasked Estep 
Score: -1834357.875000 Penalty: 2439.197998
	Iteration 0F: 2 clusters Score -1834358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1821145.250000 Penalty: 4878.395996
	Iteration 0F: 3 clusters Score -1821145 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1825826.375000 Penalty: 4878.395996
	Iteration 1F: 3 clusters Score -1825826 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1826397.000000 Penalty: 4878.395996
	Iteration 2F: 3 clusters Score -1826397 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1826890.750000 Penalty: 4878.395996
	Iteration 3F: 3 clusters Score -1826891 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1827328.125000 Penalty: 4878.395996
	Iteration 4Q: 3 clusters Score -1827328 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1827748.500000 Penalty: 4878.395996
	Iteration 5Q: 3 clusters Score -1827748 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1828134.000000 Penalty: 4878.395996
	Iteration 6Q: 3 clusters Score -1828134 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1828518.875000 Penalty: 4878.395996
	Iteration 7Q: 3 clusters Score -1828519 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1828894.000000 Penalty: 4878.395996
	Iteration 8Q: 3 clusters Score -1828894 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1829231.250000 Penalty: 4878.395996
	Iteration 9Q: 3 clusters Score -1829231 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1829537.625000 Penalty: 4878.395996
	Iteration 10Q: 3 clusters Score -1829538 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1829800.500000 Penalty: 4878.395996
	Iteration 11Q: 3 clusters Score -1829800 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1830039.625000 Penalty: 4878.395996
	Iteration 12Q: 3 clusters Score -1830040 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1830257.125000 Penalty: 4878.395996
	Iteration 13Q: 3 clusters Score -1830257 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1830466.125000 Penalty: 4878.395996
	Iteration 14Q: 3 clusters Score -1830466 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1830645.250000 Penalty: 4878.395996
	Iteration 15Q: 3 clusters Score -1830645 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1830854.750000 Penalty: 4878.395996
	Iteration 16Q: 3 clusters Score -1830855 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1831070.000000 Penalty: 4878.395996
	Iteration 17Q: 3 clusters Score -1831070 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1831300.750000 Penalty: 4878.395996
	Iteration 18Q: 3 clusters Score -1831301 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1831509.375000 Penalty: 4878.395996
	Iteration 19Q: 3 clusters Score -1831509 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1831703.375000 Penalty: 4878.395996
	Iteration 20F: 3 clusters Score -1831703 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1831881.625000 Penalty: 4878.395996
	Iteration 21Q: 3 clusters Score -1831882 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1832056.375000 Penalty: 4878.395996
	Iteration 22Q: 3 clusters Score -1832056 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1832233.625000 Penalty: 4878.395996
	Iteration 23Q: 3 clusters Score -1832234 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1832403.125000 Penalty: 4878.395996
	Iteration 24Q: 3 clusters Score -1832403 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1832521.250000 Penalty: 4878.395996
	Iteration 25Q: 3 clusters Score -1832521 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1832615.125000 Penalty: 4878.395996
	Iteration 26Q: 3 clusters Score -1832615 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1832673.500000 Penalty: 4878.395996
	Iteration 27Q: 3 clusters Score -1832674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1832717.625000 Penalty: 4878.395996
	Iteration 28Q: 3 clusters Score -1832718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1832754.000000 Penalty: 4878.395996
	Iteration 29Q: 3 clusters Score -1832754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1832782.875000 Penalty: 4878.395996
	Iteration 30Q: 3 clusters Score -1832783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1832804.125000 Penalty: 4878.395996
	Iteration 31Q: 3 clusters Score -1832804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1832828.500000 Penalty: 4878.395996
	Iteration 32Q: 3 clusters Score -1832828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1832847.000000 Penalty: 4878.395996
	Iteration 33Q: 3 clusters Score -1832847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1832861.750000 Penalty: 4878.395996
	Iteration 34Q: 3 clusters Score -1832862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1832874.500000 Penalty: 4878.395996
	Iteration 35Q: 3 clusters Score -1832874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1832880.750000 Penalty: 4878.395996
	Iteration 36Q: 3 clusters Score -1832881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1832885.125000 Penalty: 4878.395996
	Iteration 37Q: 3 clusters Score -1832885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1832894.875000 Penalty: 4878.395996
	Iteration 38Q: 3 clusters Score -1832895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1832896.500000 Penalty: 4878.395996
	Iteration 39Q: 3 clusters Score -1832896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1832906.875000 Penalty: 4878.395996
	Iteration 40F: 3 clusters Score -1832907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1832912.375000 Penalty: 4878.395996
	Iteration 41Q: 3 clusters Score -1832912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1832915.875000 Penalty: 4878.395996
	Iteration 42Q: 3 clusters Score -1832916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1832925.875000 Penalty: 4878.395996
	Iteration 43Q: 3 clusters Score -1832926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1832929.875000 Penalty: 4878.395996
	Iteration 44Q: 3 clusters Score -1832930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1832936.375000 Penalty: 4878.395996
	Iteration 45Q: 3 clusters Score -1832936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1832936.000000 Penalty: 4878.395996
	Iteration 46Q: 3 clusters Score -1832936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1832937.875000 Penalty: 4878.395996
	Iteration 47Q: 3 clusters Score -1832938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1832943.250000 Penalty: 4878.395996
	Iteration 48Q: 3 clusters Score -1832943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1832942.875000 Penalty: 4878.395996
	Iteration 49Q: 3 clusters Score -1832943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1832943.500000 Penalty: 4878.395996
	Iteration 50Q: 3 clusters Score -1832944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1832950.500000 Penalty: 4878.395996
	Iteration 51Q: 3 clusters Score -1832950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1832950.500000 Penalty: 4878.395996
	Iteration 52Q: 3 clusters Score -1832950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1832950.000000 Penalty: 4878.395996
	Iteration 53Q: 3 clusters Score -1832950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1832953.125000 Penalty: 4878.395996
	Iteration 54Q: 3 clusters Score -1832953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1832953.125000 Penalty: 4878.395996
	Iteration 55Q: 3 clusters Score -1832953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1832955.750000 Penalty: 4878.395996
	Iteration 56Q: 3 clusters Score -1832956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1832959.250000 Penalty: 4878.395996
	Iteration 57Q: 3 clusters Score -1832959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1832960.250000 Penalty: 4878.395996
	Iteration 58Q: 3 clusters Score -1832960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1832959.625000 Penalty: 4878.395996
	Iteration 59Q: 3 clusters Score -1832960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1832956.875000 Penalty: 4878.395996
	Iteration 60F: 3 clusters Score -1832957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1832956.875000 Penalty: 4878.395996
	Iteration 61Q: 3 clusters Score -1832957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1832958.500000 Penalty: 4878.395996
	Iteration 62Q: 3 clusters Score -1832958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1832958.125000 Penalty: 4878.395996
	Iteration 63Q: 3 clusters Score -1832958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1832958.750000 Penalty: 4878.395996
	Iteration 64Q: 3 clusters Score -1832959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1832958.750000 Penalty: 4878.395996
	Iteration 65F: 3 clusters Score -1832959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Entering Unmasked Estep 
Score: -1169997.750000 Penalty: 2338.051514
	Iteration 0F: 2 clusters Score -1169998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1160875.625000 Penalty: 4676.103027
	Iteration 0F: 3 clusters Score -1160876 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1163861.000000 Penalty: 4676.103027
	Iteration 1F: 3 clusters Score -1163861 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1164498.000000 Penalty: 4676.103027
	Iteration 2F: 3 clusters Score -1164498 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1165085.250000 Penalty: 4676.103027
	Iteration 3F: 3 clusters Score -1165085 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1165589.625000 Penalty: 4676.103027
	Iteration 4F: 3 clusters Score -1165590 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1166021.375000 Penalty: 4676.103027
	Iteration 5F: 3 clusters Score -1166021 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1166400.250000 Penalty: 4676.103027
	Iteration 6Q: 3 clusters Score -1166400 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1166704.500000 Penalty: 4676.103027
	Iteration 7Q: 3 clusters Score -1166704 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1166935.125000 Penalty: 4676.103027
	Iteration 8Q: 3 clusters Score -1166935 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1167132.625000 Penalty: 4676.103027
	Iteration 9Q: 3 clusters Score -1167133 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1167293.625000 Penalty: 4676.103027
	Iteration 10Q: 3 clusters Score -1167294 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1167410.125000 Penalty: 4676.103027
	Iteration 11Q: 3 clusters Score -1167410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1167481.875000 Penalty: 4676.103027
	Iteration 12Q: 3 clusters Score -1167482 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1167528.750000 Penalty: 4676.103027
	Iteration 13Q: 3 clusters Score -1167529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1167580.125000 Penalty: 4676.103027
	Iteration 14Q: 3 clusters Score -1167580 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1167617.750000 Penalty: 4676.103027
	Iteration 15Q: 3 clusters Score -1167618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1167653.250000 Penalty: 4676.103027
	Iteration 16Q: 3 clusters Score -1167653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1167696.125000 Penalty: 4676.103027
	Iteration 17Q: 3 clusters Score -1167696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1167754.375000 Penalty: 4676.103027
	Iteration 18Q: 3 clusters Score -1167754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1167836.750000 Penalty: 4676.103027
	Iteration 19Q: 3 clusters Score -1167837 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1167920.000000 Penalty: 4676.103027
	Iteration 20F: 3 clusters Score -1167920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1167989.875000 Penalty: 4676.103027
	Iteration 21Q: 3 clusters Score -1167990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1168051.125000 Penalty: 4676.103027
	Iteration 22Q: 3 clusters Score -1168051 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1168134.125000 Penalty: 4676.103027
	Iteration 23Q: 3 clusters Score -1168134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1168194.250000 Penalty: 4676.103027
	Iteration 24Q: 3 clusters Score -1168194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1168224.625000 Penalty: 4676.103027
	Iteration 25Q: 3 clusters Score -1168225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1168252.375000 Penalty: 4676.103027
	Iteration 26Q: 3 clusters Score -1168252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1168273.750000 Penalty: 4676.103027
	Iteration 27Q: 3 clusters Score -1168274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1168290.875000 Penalty: 4676.103027
	Iteration 28Q: 3 clusters Score -1168291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1168306.750000 Penalty: 4676.103027
	Iteration 29Q: 3 clusters Score -1168307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1168327.125000 Penalty: 4676.103027
	Iteration 30Q: 3 clusters Score -1168327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1168340.125000 Penalty: 4676.103027
	Iteration 31Q: 3 clusters Score -1168340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1168360.375000 Penalty: 4676.103027
	Iteration 32Q: 3 clusters Score -1168360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1168374.375000 Penalty: 4676.103027
	Iteration 33Q: 3 clusters Score -1168374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1168383.875000 Penalty: 4676.103027
	Iteration 34Q: 3 clusters Score -1168384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1168394.375000 Penalty: 4676.103027
	Iteration 35Q: 3 clusters Score -1168394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1168401.875000 Penalty: 4676.103027
	Iteration 36Q: 3 clusters Score -1168402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1168410.000000 Penalty: 4676.103027
	Iteration 37Q: 3 clusters Score -1168410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1168420.750000 Penalty: 4676.103027
	Iteration 38Q: 3 clusters Score -1168421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1168423.625000 Penalty: 4676.103027
	Iteration 39Q: 3 clusters Score -1168424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1168427.500000 Penalty: 4676.103027
	Iteration 40F: 3 clusters Score -1168428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1168433.500000 Penalty: 4676.103027
	Iteration 41Q: 3 clusters Score -1168434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1168435.875000 Penalty: 4676.103027
	Iteration 42Q: 3 clusters Score -1168436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1168443.000000 Penalty: 4676.103027
	Iteration 43Q: 3 clusters Score -1168443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1168449.000000 Penalty: 4676.103027
	Iteration 44Q: 3 clusters Score -1168449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1168453.125000 Penalty: 4676.103027
	Iteration 45Q: 3 clusters Score -1168453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1168453.625000 Penalty: 4676.103027
	Iteration 46Q: 3 clusters Score -1168454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1168457.625000 Penalty: 4676.103027
	Iteration 47Q: 3 clusters Score -1168458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1168461.750000 Penalty: 4676.103027
	Iteration 48Q: 3 clusters Score -1168462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1168464.875000 Penalty: 4676.103027
	Iteration 49Q: 3 clusters Score -1168465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1168469.125000 Penalty: 4676.103027
	Iteration 50Q: 3 clusters Score -1168469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1168471.375000 Penalty: 4676.103027
	Iteration 51Q: 3 clusters Score -1168471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1168474.375000 Penalty: 4676.103027
	Iteration 52Q: 3 clusters Score -1168474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1168471.875000 Penalty: 4676.103027
	Iteration 53Q: 3 clusters Score -1168472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1168474.125000 Penalty: 4676.103027
	Iteration 54Q: 3 clusters Score -1168474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1168473.750000 Penalty: 4676.103027
	Iteration 55Q: 3 clusters Score -1168474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1168473.625000 Penalty: 4676.103027
	Iteration 56Q: 3 clusters Score -1168474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1168473.875000 Penalty: 4676.103027
	Iteration 57Q: 3 clusters Score -1168474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1168473.875000 Penalty: 4676.103027
	Iteration 58F: 3 clusters Score -1168474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Entering Unmasked Estep 
Score: -1526657.375000 Penalty: 2395.904541
	Iteration 0F: 2 clusters Score -1526657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1515371.125000 Penalty: 4791.809082
	Iteration 0F: 3 clusters Score -1515371 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1519025.750000 Penalty: 4791.809082
	Iteration 1F: 3 clusters Score -1519026 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1519509.125000 Penalty: 4791.809082
	Iteration 2F: 3 clusters Score -1519509 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1519961.125000 Penalty: 4791.809082
	Iteration 3F: 3 clusters Score -1519961 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1520403.250000 Penalty: 4791.809082
	Iteration 4F: 3 clusters Score -1520403 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1520846.125000 Penalty: 4791.809082
	Iteration 5F: 3 clusters Score -1520846 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1521315.250000 Penalty: 4791.809082
	Iteration 6F: 3 clusters Score -1521315 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1521765.375000 Penalty: 4791.809082
	Iteration 7Q: 3 clusters Score -1521765 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1522214.375000 Penalty: 4791.809082
	Iteration 8Q: 3 clusters Score -1522214 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1522579.125000 Penalty: 4791.809082
	Iteration 9Q: 3 clusters Score -1522579 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1522890.125000 Penalty: 4791.809082
	Iteration 10Q: 3 clusters Score -1522890 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1523144.875000 Penalty: 4791.809082
	Iteration 11Q: 3 clusters Score -1523145 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1523330.125000 Penalty: 4791.809082
	Iteration 12Q: 3 clusters Score -1523330 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1523450.250000 Penalty: 4791.809082
	Iteration 13Q: 3 clusters Score -1523450 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1523530.875000 Penalty: 4791.809082
	Iteration 14Q: 3 clusters Score -1523531 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1523587.750000 Penalty: 4791.809082
	Iteration 15Q: 3 clusters Score -1523588 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1523621.500000 Penalty: 4791.809082
	Iteration 16Q: 3 clusters Score -1523622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1523663.875000 Penalty: 4791.809082
	Iteration 17Q: 3 clusters Score -1523664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1523702.000000 Penalty: 4791.809082
	Iteration 18Q: 3 clusters Score -1523702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1523736.375000 Penalty: 4791.809082
	Iteration 19Q: 3 clusters Score -1523736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1523763.375000 Penalty: 4791.809082
	Iteration 20F: 3 clusters Score -1523763 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1523790.750000 Penalty: 4791.809082
	Iteration 21Q: 3 clusters Score -1523791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1523812.375000 Penalty: 4791.809082
	Iteration 22Q: 3 clusters Score -1523812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1523824.125000 Penalty: 4791.809082
	Iteration 23Q: 3 clusters Score -1523824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1523830.375000 Penalty: 4791.809082
	Iteration 24Q: 3 clusters Score -1523830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1523854.500000 Penalty: 4791.809082
	Iteration 25Q: 3 clusters Score -1523854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1523860.000000 Penalty: 4791.809082
	Iteration 26Q: 3 clusters Score -1523860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1523870.000000 Penalty: 4791.809082
	Iteration 27Q: 3 clusters Score -1523870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1523877.875000 Penalty: 4791.809082
	Iteration 28Q: 3 clusters Score -1523878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1523888.000000 Penalty: 4791.809082
	Iteration 29Q: 3 clusters Score -1523888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1523899.625000 Penalty: 4791.809082
	Iteration 30Q: 3 clusters Score -1523900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1523906.250000 Penalty: 4791.809082
	Iteration 31Q: 3 clusters Score -1523906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1523911.125000 Penalty: 4791.809082
	Iteration 32Q: 3 clusters Score -1523911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1523915.250000 Penalty: 4791.809082
	Iteration 33Q: 3 clusters Score -1523915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1523926.625000 Penalty: 4791.809082
	Iteration 34Q: 3 clusters Score -1523927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1523928.750000 Penalty: 4791.809082
	Iteration 35Q: 3 clusters Score -1523929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1523932.750000 Penalty: 4791.809082
	Iteration 36Q: 3 clusters Score -1523933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1523936.125000 Penalty: 4791.809082
	Iteration 37Q: 3 clusters Score -1523936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1523933.625000 Penalty: 4791.809082
	Iteration 38Q: 3 clusters Score -1523934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1523937.250000 Penalty: 4791.809082
	Iteration 39Q: 3 clusters Score -1523937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1523943.125000 Penalty: 4791.809082
	Iteration 40F: 3 clusters Score -1523943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1523948.875000 Penalty: 4791.809082
	Iteration 41Q: 3 clusters Score -1523949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1523954.125000 Penalty: 4791.809082
	Iteration 42Q: 3 clusters Score -1523954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1523950.750000 Penalty: 4791.809082
	Iteration 43Q: 3 clusters Score -1523951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1523949.125000 Penalty: 4791.809082
	Iteration 44Q: 3 clusters Score -1523949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1523955.375000 Penalty: 4791.809082
	Iteration 45Q: 3 clusters Score -1523955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1523961.375000 Penalty: 4791.809082
	Iteration 46Q: 3 clusters Score -1523961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1523963.000000 Penalty: 4791.809082
	Iteration 47Q: 3 clusters Score -1523963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1523963.625000 Penalty: 4791.809082
	Iteration 48Q: 3 clusters Score -1523964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1523961.250000 Penalty: 4791.809082
	Iteration 49Q: 3 clusters Score -1523961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1523966.125000 Penalty: 4791.809082
	Iteration 50Q: 3 clusters Score -1523966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1523966.125000 Penalty: 4791.809082
	Iteration 51Q: 3 clusters Score -1523966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1523964.125000 Penalty: 4791.809082
	Iteration 52Q: 3 clusters Score -1523964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1523968.750000 Penalty: 4791.809082
	Iteration 53Q: 3 clusters Score -1523969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1523968.625000 Penalty: 4791.809082
	Iteration 54Q: 3 clusters Score -1523969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1523967.000000 Penalty: 4791.809082
	Iteration 55Q: 3 clusters Score -1523967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1523968.125000 Penalty: 4791.809082
	Iteration 56Q: 3 clusters Score -1523968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1523969.875000 Penalty: 4791.809082
	Iteration 57Q: 3 clusters Score -1523970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1523971.125000 Penalty: 4791.809082
	Iteration 58Q: 3 clusters Score -1523971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1523972.125000 Penalty: 4791.809082
	Iteration 59Q: 3 clusters Score -1523972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1523969.625000 Penalty: 4791.809082
	Iteration 60F: 3 clusters Score -1523970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1523969.875000 Penalty: 4791.809082
	Iteration 61Q: 3 clusters Score -1523970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1523970.125000 Penalty: 4791.809082
	Iteration 62Q: 3 clusters Score -1523970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1523968.500000 Penalty: 4791.809082
	Iteration 63Q: 3 clusters Score -1523968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1523968.875000 Penalty: 4791.809082
	Iteration 64Q: 3 clusters Score -1523969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1523968.875000 Penalty: 4791.809082
	Iteration 65F: 3 clusters Score -1523969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Entering Unmasked Estep 
Score: -3492993.000000 Penalty: 2594.920654
	Iteration 0F: 2 clusters Score -3492993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3469218.250000 Penalty: 5189.841309
	Iteration 0F: 3 clusters Score -3469218 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3477737.000000 Penalty: 5189.841309
	Iteration 1F: 3 clusters Score -3477737 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3478312.750000 Penalty: 5189.841309
	Iteration 2Q: 3 clusters Score -3478313 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3478943.750000 Penalty: 5189.841309
	Iteration 3Q: 3 clusters Score -3478944 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3479583.250000 Penalty: 5189.841309
	Iteration 4Q: 3 clusters Score -3479583 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3480335.250000 Penalty: 5189.841309
	Iteration 5Q: 3 clusters Score -3480335 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3481244.750000 Penalty: 5189.841309
	Iteration 6F: 3 clusters Score -3481245 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3482427.500000 Penalty: 5189.841309
	Iteration 7F: 3 clusters Score -3482428 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3484083.000000 Penalty: 5189.841309
	Iteration 8F: 3 clusters Score -3484083 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3485994.250000 Penalty: 5189.841309
	Iteration 9F: 3 clusters Score -3485994 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3487659.500000 Penalty: 5189.841309
	Iteration 10F: 3 clusters Score -3487660 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3488839.000000 Penalty: 5189.841309
	Iteration 11Q: 3 clusters Score -3488839 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3489612.500000 Penalty: 5189.841309
	Iteration 12Q: 3 clusters Score -3489612 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3490084.250000 Penalty: 5189.841309
	Iteration 13Q: 3 clusters Score -3490084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3490354.250000 Penalty: 5189.841309
	Iteration 14Q: 3 clusters Score -3490354 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3490533.500000 Penalty: 5189.841309
	Iteration 15Q: 3 clusters Score -3490534 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3490649.500000 Penalty: 5189.841309
	Iteration 16Q: 3 clusters Score -3490650 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3490720.500000 Penalty: 5189.841309
	Iteration 17Q: 3 clusters Score -3490720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3490774.250000 Penalty: 5189.841309
	Iteration 18Q: 3 clusters Score -3490774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3490819.500000 Penalty: 5189.841309
	Iteration 19Q: 3 clusters Score -3490820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3490859.000000 Penalty: 5189.841309
	Iteration 20F: 3 clusters Score -3490859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3490876.250000 Penalty: 5189.841309
	Iteration 21Q: 3 clusters Score -3490876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3490909.500000 Penalty: 5189.841309
	Iteration 22Q: 3 clusters Score -3490910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3490928.250000 Penalty: 5189.841309
	Iteration 23Q: 3 clusters Score -3490928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3490944.250000 Penalty: 5189.841309
	Iteration 24Q: 3 clusters Score -3490944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3490956.000000 Penalty: 5189.841309
	Iteration 25Q: 3 clusters Score -3490956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3490970.250000 Penalty: 5189.841309
	Iteration 26Q: 3 clusters Score -3490970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3490980.250000 Penalty: 5189.841309
	Iteration 27Q: 3 clusters Score -3490980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3490985.250000 Penalty: 5189.841309
	Iteration 28Q: 3 clusters Score -3490985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3490990.500000 Penalty: 5189.841309
	Iteration 29Q: 3 clusters Score -3490990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3490998.500000 Penalty: 5189.841309
	Iteration 30Q: 3 clusters Score -3490998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3491007.500000 Penalty: 5189.841309
	Iteration 31Q: 3 clusters Score -3491008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3491008.000000 Penalty: 5189.841309
	Iteration 32Q: 3 clusters Score -3491008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3491012.000000 Penalty: 5189.841309
	Iteration 33Q: 3 clusters Score -3491012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3491011.500000 Penalty: 5189.841309
	Iteration 34Q: 3 clusters Score -3491012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3491018.000000 Penalty: 5189.841309
	Iteration 35Q: 3 clusters Score -3491018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3491017.000000 Penalty: 5189.841309
	Iteration 36Q: 3 clusters Score -3491017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3491013.750000 Penalty: 5189.841309
	Iteration 37Q: 3 clusters Score -3491014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3491021.500000 Penalty: 5189.841309
	Iteration 38Q: 3 clusters Score -3491022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3491028.000000 Penalty: 5189.841309
	Iteration 39Q: 3 clusters Score -3491028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3491034.000000 Penalty: 5189.841309
	Iteration 40F: 3 clusters Score -3491034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3491036.250000 Penalty: 5189.841309
	Iteration 41Q: 3 clusters Score -3491036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3491036.000000 Penalty: 5189.841309
	Iteration 42Q: 3 clusters Score -3491036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3491036.750000 Penalty: 5189.841309
	Iteration 43Q: 3 clusters Score -3491037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3491039.500000 Penalty: 5189.841309
	Iteration 44Q: 3 clusters Score -3491040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3491042.000000 Penalty: 5189.841309
	Iteration 45Q: 3 clusters Score -3491042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3491042.000000 Penalty: 5189.841309
	Iteration 46F: 3 clusters Score -3491042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2598084.500000 Penalty: 2514.382324
	Iteration 0F: 2 clusters Score -2598084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2580612.750000 Penalty: 5028.764648
	Iteration 0F: 3 clusters Score -2580613 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2586959.000000 Penalty: 5028.764648
	Iteration 1F: 3 clusters Score -2586959 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2587547.000000 Penalty: 5028.764648
	Iteration 2F: 3 clusters Score -2587547 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2588215.000000 Penalty: 5028.764648
	Iteration 3F: 3 clusters Score -2588215 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2589113.500000 Penalty: 5028.764648
	Iteration 4F: 3 clusters Score -2589114 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2590287.500000 Penalty: 5028.764648
	Iteration 5F: 3 clusters Score -2590288 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2591647.250000 Penalty: 5028.764648
	Iteration 6F: 3 clusters Score -2591647 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2592821.500000 Penalty: 5028.764648
	Iteration 7F: 3 clusters Score -2592822 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2593764.500000 Penalty: 5028.764648
	Iteration 8F: 3 clusters Score -2593764 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2594413.250000 Penalty: 5028.764648
	Iteration 9Q: 3 clusters Score -2594413 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2594801.500000 Penalty: 5028.764648
	Iteration 10Q: 3 clusters Score -2594802 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2595124.750000 Penalty: 5028.764648
	Iteration 11Q: 3 clusters Score -2595125 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2595337.750000 Penalty: 5028.764648
	Iteration 12Q: 3 clusters Score -2595338 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2595501.250000 Penalty: 5028.764648
	Iteration 13Q: 3 clusters Score -2595501 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2595611.750000 Penalty: 5028.764648
	Iteration 14Q: 3 clusters Score -2595612 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2595686.750000 Penalty: 5028.764648
	Iteration 15Q: 3 clusters Score -2595687 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2595746.250000 Penalty: 5028.764648
	Iteration 16Q: 3 clusters Score -2595746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2595791.250000 Penalty: 5028.764648
	Iteration 17Q: 3 clusters Score -2595791 nChanged 75
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: -2595825.500000 Penalty: 5028.764648
	Iteration 18Q: 3 clusters Score -2595826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2595871.000000 Penalty: 5028.764648
	Iteration 19Q: 3 clusters Score -2595871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2595907.750000 Penalty: 5028.764648
	Iteration 20F: 3 clusters Score -2595908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2595942.000000 Penalty: 5028.764648
	Iteration 21Q: 3 clusters Score -2595942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2595972.500000 Penalty: 5028.764648
	Iteration 22Q: 3 clusters Score -2595972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2595995.250000 Penalty: 5028.764648
	Iteration 23Q: 3 clusters Score -2595995 nChanged 42
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: -2596013.250000 Penalty: 5028.764648
	Iteration 24Q: 3 clusters Score -2596013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2596027.000000 Penalty: 5028.764648
	Iteration 25Q: 3 clusters Score -2596027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2596035.250000 Penalty: 5028.764648
	Iteration 26Q: 3 clusters Score -2596035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2596051.750000 Penalty: 5028.764648
	Iteration 27Q: 3 clusters Score -2596052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2596055.000000 Penalty: 5028.764648
	Iteration 28Q: 3 clusters Score -2596055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2596061.500000 Penalty: 5028.764648
	Iteration 29Q: 3 clusters Score -2596062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2596061.250000 Penalty: 5028.764648
	Iteration 30Q: 3 clusters Score -2596061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2596067.250000 Penalty: 5028.764648
	Iteration 31Q: 3 clusters Score -2596067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2596065.000000 Penalty: 5028.764648
	Iteration 32Q: 3 clusters Score -2596065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2596064.000000 Penalty: 5028.764648
	Iteration 33Q: 3 clusters Score -2596064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2596073.500000 Penalty: 5028.764648
	Iteration 34Q: 3 clusters Score -2596074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2596075.000000 Penalty: 5028.764648
	Iteration 35Q: 3 clusters Score -2596075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2596078.000000 Penalty: 5028.764648
	Iteration 36Q: 3 clusters Score -2596078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2596078.000000 Penalty: 5028.764648
	Iteration 37Q: 3 clusters Score -2596078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2596083.750000 Penalty: 5028.764648
	Iteration 38Q: 3 clusters Score -2596084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2596084.500000 Penalty: 5028.764648
	Iteration 39Q: 3 clusters Score -2596084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2596081.500000 Penalty: 5028.764648
	Iteration 40F: 3 clusters Score -2596082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -1003755.250000 Penalty: 2280.793701
	Iteration 0F: 2 clusters Score -1003755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -996118.500000 Penalty: 4561.587402
	Iteration 0F: 3 clusters Score -996118.5 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -998343.687500 Penalty: 4561.587402
	Iteration 1F: 3 clusters Score -998343.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -998670.000000 Penalty: 4561.587402
	Iteration 2F: 3 clusters Score -998670 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -998904.312500 Penalty: 4561.587402
	Iteration 3F: 3 clusters Score -998904.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -999106.500000 Penalty: 4561.587402
	Iteration 4Q: 3 clusters Score -999106.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -999334.812500 Penalty: 4561.587402
	Iteration 5Q: 3 clusters Score -999334.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -999577.687500 Penalty: 4561.587402
	Iteration 6Q: 3 clusters Score -999577.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -999872.562500 Penalty: 4561.587402
	Iteration 7Q: 3 clusters Score -999872.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1000153.562500 Penalty: 4561.587402
	Iteration 8Q: 3 clusters Score -1000154 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1000423.437500 Penalty: 4561.587402
	Iteration 9Q: 3 clusters Score -1000423 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1000675.750000 Penalty: 4561.587402
	Iteration 10Q: 3 clusters Score -1000676 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1000922.000000 Penalty: 4561.587402
	Iteration 11Q: 3 clusters Score -1000922 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1001118.250000 Penalty: 4561.587402
	Iteration 12Q: 3 clusters Score -1001118 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1001280.812500 Penalty: 4561.587402
	Iteration 13Q: 3 clusters Score -1001281 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1001393.875000 Penalty: 4561.587402
	Iteration 14Q: 3 clusters Score -1001394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1001478.312500 Penalty: 4561.587402
	Iteration 15Q: 3 clusters Score -1001478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1001546.937500 Penalty: 4561.587402
	Iteration 16Q: 3 clusters Score -1001547 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1001606.875000 Penalty: 4561.587402
	Iteration 17Q: 3 clusters Score -1001607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1001654.500000 Penalty: 4561.587402
	Iteration 18Q: 3 clusters Score -1001654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1001693.000000 Penalty: 4561.587402
	Iteration 19Q: 3 clusters Score -1001693 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1001720.875000 Penalty: 4561.587402
	Iteration 20F: 3 clusters Score -1001721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1001748.437500 Penalty: 4561.587402
	Iteration 21Q: 3 clusters Score -1001748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1001764.625000 Penalty: 4561.587402
	Iteration 22Q: 3 clusters Score -1001765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1001782.687500 Penalty: 4561.587402
	Iteration 23Q: 3 clusters Score -1001783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1001799.312500 Penalty: 4561.587402
	Iteration 24Q: 3 clusters Score -1001799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1001811.000000 Penalty: 4561.587402
	Iteration 25Q: 3 clusters Score -1001811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1001822.187500 Penalty: 4561.587402
	Iteration 26Q: 3 clusters Score -1001822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1001832.500000 Penalty: 4561.587402
	Iteration 27Q: 3 clusters Score -1001832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1001839.062500 Penalty: 4561.587402
	Iteration 28Q: 3 clusters Score -1001839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1001844.687500 Penalty: 4561.587402
	Iteration 29Q: 3 clusters Score -1001845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1001853.875000 Penalty: 4561.587402
	Iteration 30Q: 3 clusters Score -1001854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1001858.500000 Penalty: 4561.587402
	Iteration 31Q: 3 clusters Score -1001858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1001863.250000 Penalty: 4561.587402
	Iteration 32Q: 3 clusters Score -1001863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1001864.000000 Penalty: 4561.587402
	Iteration 33Q: 3 clusters Score -1001864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1001869.062500 Penalty: 4561.587402
	Iteration 34Q: 3 clusters Score -1001869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1001870.187500 Penalty: 4561.587402
	Iteration 35Q: 3 clusters Score -1001870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1001873.937500 Penalty: 4561.587402
	Iteration 36Q: 3 clusters Score -1001874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1001875.562500 Penalty: 4561.587402
	Iteration 37Q: 3 clusters Score -1001876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1001879.562500 Penalty: 4561.587402
	Iteration 38Q: 3 clusters Score -1001880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1001880.625000 Penalty: 4561.587402
	Iteration 39Q: 3 clusters Score -1001881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1001883.000000 Penalty: 4561.587402
	Iteration 40F: 3 clusters Score -1001883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1001883.812500 Penalty: 4561.587402
	Iteration 41Q: 3 clusters Score -1001884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1001883.375000 Penalty: 4561.587402
	Iteration 42Q: 3 clusters Score -1001883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1001883.375000 Penalty: 4561.587402
	Iteration 43F: 3 clusters Score -1001883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Entering Unmasked Estep 
Score: -1408026.250000 Penalty: 2399.871338
	Iteration 0F: 2 clusters Score -1408026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1396648.250000 Penalty: 4799.742676
	Iteration 0F: 3 clusters Score -1396648 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1400643.500000 Penalty: 4799.742676
	Iteration 1F: 3 clusters Score -1400644 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1401277.875000 Penalty: 4799.742676
	Iteration 2F: 3 clusters Score -1401278 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1401824.875000 Penalty: 4799.742676
	Iteration 3F: 3 clusters Score -1401825 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1402300.000000 Penalty: 4799.742676
	Iteration 4F: 3 clusters Score -1402300 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1402783.250000 Penalty: 4799.742676
	Iteration 5F: 3 clusters Score -1402783 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1403265.375000 Penalty: 4799.742676
	Iteration 6F: 3 clusters Score -1403265 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1403758.125000 Penalty: 4799.742676
	Iteration 7Q: 3 clusters Score -1403758 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1404200.000000 Penalty: 4799.742676
	Iteration 8Q: 3 clusters Score -1404200 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1404588.000000 Penalty: 4799.742676
	Iteration 9Q: 3 clusters Score -1404588 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1404913.125000 Penalty: 4799.742676
	Iteration 10Q: 3 clusters Score -1404913 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1405181.875000 Penalty: 4799.742676
	Iteration 11Q: 3 clusters Score -1405182 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1405399.625000 Penalty: 4799.742676
	Iteration 12Q: 3 clusters Score -1405400 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1405566.625000 Penalty: 4799.742676
	Iteration 13Q: 3 clusters Score -1405567 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1405675.875000 Penalty: 4799.742676
	Iteration 14Q: 3 clusters Score -1405676 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1405796.625000 Penalty: 4799.742676
	Iteration 15Q: 3 clusters Score -1405797 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1405892.125000 Penalty: 4799.742676
	Iteration 16Q: 3 clusters Score -1405892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1405981.000000 Penalty: 4799.742676
	Iteration 17Q: 3 clusters Score -1405981 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1406050.125000 Penalty: 4799.742676
	Iteration 18Q: 3 clusters Score -1406050 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1406109.250000 Penalty: 4799.742676
	Iteration 19Q: 3 clusters Score -1406109 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1406179.875000 Penalty: 4799.742676
	Iteration 20F: 3 clusters Score -1406180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1406224.625000 Penalty: 4799.742676
	Iteration 21Q: 3 clusters Score -1406225 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1406272.500000 Penalty: 4799.742676
	Iteration 22Q: 3 clusters Score -1406272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1406309.125000 Penalty: 4799.742676
	Iteration 23Q: 3 clusters Score -1406309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1406351.625000 Penalty: 4799.742676
	Iteration 24Q: 3 clusters Score -1406352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1406367.875000 Penalty: 4799.742676
	Iteration 25Q: 3 clusters Score -1406368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1406390.500000 Penalty: 4799.742676
	Iteration 26Q: 3 clusters Score -1406390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1406404.625000 Penalty: 4799.742676
	Iteration 27Q: 3 clusters Score -1406405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1406416.000000 Penalty: 4799.742676
	Iteration 28Q: 3 clusters Score -1406416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1406422.250000 Penalty: 4799.742676
	Iteration 29Q: 3 clusters Score -1406422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1406433.625000 Penalty: 4799.742676
	Iteration 30Q: 3 clusters Score -1406434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1406432.000000 Penalty: 4799.742676
	Iteration 31Q: 3 clusters Score -1406432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1406437.875000 Penalty: 4799.742676
	Iteration 32Q: 3 clusters Score -1406438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1406445.750000 Penalty: 4799.742676
	Iteration 33Q: 3 clusters Score -1406446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1406454.750000 Penalty: 4799.742676
	Iteration 34Q: 3 clusters Score -1406455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1406462.375000 Penalty: 4799.742676
	Iteration 35Q: 3 clusters Score -1406462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1406464.375000 Penalty: 4799.742676
	Iteration 36Q: 3 clusters Score -1406464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1406466.750000 Penalty: 4799.742676
	Iteration 37Q: 3 clusters Score -1406467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1406471.625000 Penalty: 4799.742676
	Iteration 38Q: 3 clusters Score -1406472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1406482.875000 Penalty: 4799.742676
	Iteration 39Q: 3 clusters Score -1406483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1406482.125000 Penalty: 4799.742676
	Iteration 40F: 3 clusters Score -1406482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1406483.500000 Penalty: 4799.742676
	Iteration 41Q: 3 clusters Score -1406484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1406485.500000 Penalty: 4799.742676
	Iteration 42Q: 3 clusters Score -1406486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1406487.750000 Penalty: 4799.742676
	Iteration 43Q: 3 clusters Score -1406488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1406491.000000 Penalty: 4799.742676
	Iteration 44Q: 3 clusters Score -1406491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1406492.875000 Penalty: 4799.742676
	Iteration 45Q: 3 clusters Score -1406493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1406495.625000 Penalty: 4799.742676
	Iteration 46Q: 3 clusters Score -1406496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1406492.750000 Penalty: 4799.742676
	Iteration 47Q: 3 clusters Score -1406493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1406497.500000 Penalty: 4799.742676
	Iteration 48Q: 3 clusters Score -1406498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1406499.625000 Penalty: 4799.742676
	Iteration 49Q: 3 clusters Score -1406500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1406499.875000 Penalty: 4799.742676
	Iteration 50Q: 3 clusters Score -1406500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1406501.750000 Penalty: 4799.742676
	Iteration 51Q: 3 clusters Score -1406502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1406501.875000 Penalty: 4799.742676
	Iteration 52Q: 3 clusters Score -1406502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1406503.875000 Penalty: 4799.742676
	Iteration 53Q: 3 clusters Score -1406504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1406508.125000 Penalty: 4799.742676
	Iteration 54Q: 3 clusters Score -1406508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1406504.875000 Penalty: 4799.742676
	Iteration 55Q: 3 clusters Score -1406505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1406510.375000 Penalty: 4799.742676
	Iteration 56Q: 3 clusters Score -1406510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1406508.625000 Penalty: 4799.742676
	Iteration 57Q: 3 clusters Score -1406509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1406508.500000 Penalty: 4799.742676
	Iteration 58Q: 3 clusters Score -1406508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1406513.125000 Penalty: 4799.742676
	Iteration 59Q: 3 clusters Score -1406513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1406513.750000 Penalty: 4799.742676
	Iteration 60F: 3 clusters Score -1406514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1406512.750000 Penalty: 4799.742676
	Iteration 61Q: 3 clusters Score -1406513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1406516.250000 Penalty: 4799.742676
	Iteration 62Q: 3 clusters Score -1406516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1406517.875000 Penalty: 4799.742676
	Iteration 63Q: 3 clusters Score -1406518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1406517.750000 Penalty: 4799.742676
	Iteration 64Q: 3 clusters Score -1406518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1406516.875000 Penalty: 4799.742676
	Iteration 65Q: 3 clusters Score -1406517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1406519.250000 Penalty: 4799.742676
	Iteration 66Q: 3 clusters Score -1406519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1406519.375000 Penalty: 4799.742676
	Iteration 67Q: 3 clusters Score -1406519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1406521.875000 Penalty: 4799.742676
	Iteration 68Q: 3 clusters Score -1406522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1406522.750000 Penalty: 4799.742676
	Iteration 69Q: 3 clusters Score -1406523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1406519.750000 Penalty: 4799.742676
	Iteration 70Q: 3 clusters Score -1406520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1406518.750000 Penalty: 4799.742676
	Iteration 71Q: 3 clusters Score -1406519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1406520.000000 Penalty: 4799.742676
	Iteration 72Q: 3 clusters Score -1406520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1406521.125000 Penalty: 4799.742676
	Iteration 73Q: 3 clusters Score -1406521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1406518.375000 Penalty: 4799.742676
	Iteration 74Q: 3 clusters Score -1406518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1406517.500000 Penalty: 4799.742676
	Iteration 75Q: 3 clusters Score -1406518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1406517.500000 Penalty: 4799.742676
	Iteration 76F: 3 clusters Score -1406518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -172019.390625 Penalty: 1891.026611
	Iteration 0F: 2 clusters Score -172019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -169413.140625 Penalty: 3782.053223
	Iteration 0F: 3 clusters Score -169413.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -170134.328125 Penalty: 3782.053223
	Iteration 1F: 3 clusters Score -170134.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170457.578125 Penalty: 3782.053223
	Iteration 2F: 3 clusters Score -170457.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170680.328125 Penalty: 3782.053223
	Iteration 3F: 3 clusters Score -170680.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -170824.968750 Penalty: 3782.053223
	Iteration 4Q: 3 clusters Score -170825 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170947.796875 Penalty: 3782.053223
	Iteration 5Q: 3 clusters Score -170947.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -171030.859375 Penalty: 3782.053223
	Iteration 6Q: 3 clusters Score -171030.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -171109.343750 Penalty: 3782.053223
	Iteration 7Q: 3 clusters Score -171109.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171196.250000 Penalty: 3782.053223
	Iteration 8Q: 3 clusters Score -171196.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171316.718750 Penalty: 3782.053223
	Iteration 9Q: 3 clusters Score -171316.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -171433.750000 Penalty: 3782.053223
	Iteration 10Q: 3 clusters Score -171433.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171504.359375 Penalty: 3782.053223
	Iteration 11Q: 3 clusters Score -171504.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171542.093750 Penalty: 3782.053223
	Iteration 12Q: 3 clusters Score -171542.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -171575.796875 Penalty: 3782.053223
	Iteration 13Q: 3 clusters Score -171575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171593.125000 Penalty: 3782.053223
	Iteration 14Q: 3 clusters Score -171593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -171611.984375 Penalty: 3782.053223
	Iteration 15Q: 3 clusters Score -171612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171630.046875 Penalty: 3782.053223
	Iteration 16Q: 3 clusters Score -171630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -171642.453125 Penalty: 3782.053223
	Iteration 17Q: 3 clusters Score -171642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -171656.015625 Penalty: 3782.053223
	Iteration 18Q: 3 clusters Score -171656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -171669.625000 Penalty: 3782.053223
	Iteration 19Q: 3 clusters Score -171669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171688.203125 Penalty: 3782.053223
	Iteration 20F: 3 clusters Score -171688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171706.296875 Penalty: 3782.053223
	Iteration 21Q: 3 clusters Score -171706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -171715.328125 Penalty: 3782.053223
	Iteration 22Q: 3 clusters Score -171715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -171721.390625 Penalty: 3782.053223
	Iteration 23Q: 3 clusters Score -171721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -171728.281250 Penalty: 3782.053223
	Iteration 24Q: 3 clusters Score -171728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171732.781250 Penalty: 3782.053223
	Iteration 25Q: 3 clusters Score -171732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171737.031250 Penalty: 3782.053223
	Iteration 26Q: 3 clusters Score -171737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171750.812500 Penalty: 3782.053223
	Iteration 27Q: 3 clusters Score -171750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171796.359375 Penalty: 3782.053223
	Iteration 28Q: 3 clusters Score -171796.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171825.140625 Penalty: 3782.053223
	Iteration 29Q: 3 clusters Score -171825.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -171847.468750 Penalty: 3782.053223
	Iteration 30Q: 3 clusters Score -171847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -171856.296875 Penalty: 3782.053223
	Iteration 31Q: 3 clusters Score -171856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171859.875000 Penalty: 3782.053223
	Iteration 32Q: 3 clusters Score -171859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -171860.875000 Penalty: 3782.053223
	Iteration 33Q: 3 clusters Score -171860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -171861.546875 Penalty: 3782.053223
	Iteration 34Q: 3 clusters Score -171861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -171861.546875 Penalty: 3782.053223
	Iteration 35F: 3 clusters Score -171861.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -196259.000000 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -196259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -193581.250000 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -193581.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -194179.687500 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -194179.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -194491.312500 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -194491.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -194869.015625 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -194869 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -195308.171875 Penalty: 3806.379883
	Iteration 4F: 3 clusters Score -195308.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -195681.328125 Penalty: 3806.379883
	Iteration 5F: 3 clusters Score -195681.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -195879.843750 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -195879.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -196021.484375 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -196021.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -196091.281250 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -196091.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -196171.453125 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -196171.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -196215.609375 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -196215.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -196244.359375 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -196244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -196263.734375 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -196263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -196279.234375 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -196279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -196288.953125 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -196289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -196296.718750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -196296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -196299.843750 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -196299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -196303.093750 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -196303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -196307.156250 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -196307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -196307.156250 Penalty: 3806.379883
	Iteration 19F: 3 clusters Score -196307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 42269 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61590 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 18685 members 
Mstep: Class 15 contains 12427 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 817 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98735 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3994 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23421 members 
Mstep: Class 42 contains 5931 members 
Mstep: Class 43 contains 7534 members 
Mstep: Class 44 contains 1335 members 
Entering Unmasked Estep 
Score: -58960276.000000 Penalty: 145648.796875
Splitting cluster 22 changes total score from -58961664.000000 to -58960276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (16268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Entering Unmasked Estep 
Score: -1504687.875000 Penalty: 2404.844971
	Iteration 0F: 2 clusters Score -1504688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1492852.500000 Penalty: 4809.689941
	Iteration 0F: 3 clusters Score -1492852 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1496961.250000 Penalty: 4809.689941
	Iteration 1F: 3 clusters Score -1496961 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1497620.125000 Penalty: 4809.689941
	Iteration 2F: 3 clusters Score -1497620 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1498403.875000 Penalty: 4809.689941
	Iteration 3F: 3 clusters Score -1498404 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1499285.500000 Penalty: 4809.689941
	Iteration 4F: 3 clusters Score -1499286 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1500246.000000 Penalty: 4809.689941
	Iteration 5F: 3 clusters Score -1500246 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1501144.125000 Penalty: 4809.689941
	Iteration 6F: 3 clusters Score -1501144 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1501819.750000 Penalty: 4809.689941
	Iteration 7F: 3 clusters Score -1501820 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1502199.000000 Penalty: 4809.689941
	Iteration 8Q: 3 clusters Score -1502199 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1502388.750000 Penalty: 4809.689941
	Iteration 9Q: 3 clusters Score -1502389 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1502509.375000 Penalty: 4809.689941
	Iteration 10Q: 3 clusters Score -1502509 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1502576.375000 Penalty: 4809.689941
	Iteration 11Q: 3 clusters Score -1502576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1502643.375000 Penalty: 4809.689941
	Iteration 12Q: 3 clusters Score -1502643 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1502694.625000 Penalty: 4809.689941
	Iteration 13Q: 3 clusters Score -1502695 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1502741.375000 Penalty: 4809.689941
	Iteration 14Q: 3 clusters Score -1502741 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1502780.750000 Penalty: 4809.689941
	Iteration 15Q: 3 clusters Score -1502781 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1502815.625000 Penalty: 4809.689941
	Iteration 16Q: 3 clusters Score -1502816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1502848.500000 Penalty: 4809.689941
	Iteration 17Q: 3 clusters Score -1502848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1502873.875000 Penalty: 4809.689941
	Iteration 18Q: 3 clusters Score -1502874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1502903.375000 Penalty: 4809.689941
	Iteration 19Q: 3 clusters Score -1502903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1502924.625000 Penalty: 4809.689941
	Iteration 20F: 3 clusters Score -1502925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1502958.250000 Penalty: 4809.689941
	Iteration 21Q: 3 clusters Score -1502958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1502973.125000 Penalty: 4809.689941
	Iteration 22Q: 3 clusters Score -1502973 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1502997.500000 Penalty: 4809.689941
	Iteration 23Q: 3 clusters Score -1502998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1503024.625000 Penalty: 4809.689941
	Iteration 24Q: 3 clusters Score -1503025 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1503064.000000 Penalty: 4809.689941
	Iteration 25Q: 3 clusters Score -1503064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1503093.375000 Penalty: 4809.689941
	Iteration 26Q: 3 clusters Score -1503093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1503132.625000 Penalty: 4809.689941
	Iteration 27Q: 3 clusters Score -1503133 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1503155.125000 Penalty: 4809.689941
	Iteration 28Q: 3 clusters Score -1503155 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1503179.250000 Penalty: 4809.689941
	Iteration 29Q: 3 clusters Score -1503179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1503200.250000 Penalty: 4809.689941
	Iteration 30Q: 3 clusters Score -1503200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1503226.500000 Penalty: 4809.689941
	Iteration 31Q: 3 clusters Score -1503226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1503246.750000 Penalty: 4809.689941
	Iteration 32Q: 3 clusters Score -1503247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1503264.875000 Penalty: 4809.689941
	Iteration 33Q: 3 clusters Score -1503265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1503277.250000 Penalty: 4809.689941
	Iteration 34Q: 3 clusters Score -1503277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1503295.375000 Penalty: 4809.689941
	Iteration 35Q: 3 clusters Score -1503295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1503318.750000 Penalty: 4809.689941
	Iteration 36Q: 3 clusters Score -1503319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1503343.750000 Penalty: 4809.689941
	Iteration 37Q: 3 clusters Score -1503344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1503359.750000 Penalty: 4809.689941
	Iteration 38Q: 3 clusters Score -1503360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1503383.375000 Penalty: 4809.689941
	Iteration 39Q: 3 clusters Score -1503383 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1503411.375000 Penalty: 4809.689941
	Iteration 40F: 3 clusters Score -1503411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1503424.750000 Penalty: 4809.689941
	Iteration 41Q: 3 clusters Score -1503425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1503450.000000 Penalty: 4809.689941
	Iteration 42Q: 3 clusters Score -1503450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1503463.750000 Penalty: 4809.689941
	Iteration 43Q: 3 clusters Score -1503464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1503482.750000 Penalty: 4809.689941
	Iteration 44Q: 3 clusters Score -1503483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1503501.625000 Penalty: 4809.689941
	Iteration 45Q: 3 clusters Score -1503502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1503506.875000 Penalty: 4809.689941
	Iteration 46Q: 3 clusters Score -1503507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1503515.250000 Penalty: 4809.689941
	Iteration 47Q: 3 clusters Score -1503515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1503522.250000 Penalty: 4809.689941
	Iteration 48Q: 3 clusters Score -1503522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1503523.875000 Penalty: 4809.689941
	Iteration 49Q: 3 clusters Score -1503524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1503533.875000 Penalty: 4809.689941
	Iteration 50Q: 3 clusters Score -1503534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1503542.875000 Penalty: 4809.689941
	Iteration 51Q: 3 clusters Score -1503543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1503546.500000 Penalty: 4809.689941
	Iteration 52Q: 3 clusters Score -1503546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1503546.125000 Penalty: 4809.689941
	Iteration 53Q: 3 clusters Score -1503546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1503546.875000 Penalty: 4809.689941
	Iteration 54Q: 3 clusters Score -1503547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1503552.250000 Penalty: 4809.689941
	Iteration 55Q: 3 clusters Score -1503552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1503555.000000 Penalty: 4809.689941
	Iteration 56Q: 3 clusters Score -1503555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1503556.375000 Penalty: 4809.689941
	Iteration 57Q: 3 clusters Score -1503556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1503556.750000 Penalty: 4809.689941
	Iteration 58Q: 3 clusters Score -1503557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1503560.500000 Penalty: 4809.689941
	Iteration 59Q: 3 clusters Score -1503560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1503562.250000 Penalty: 4809.689941
	Iteration 60F: 3 clusters Score -1503562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1503563.625000 Penalty: 4809.689941
	Iteration 61Q: 3 clusters Score -1503564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1503569.625000 Penalty: 4809.689941
	Iteration 62Q: 3 clusters Score -1503570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1503576.125000 Penalty: 4809.689941
	Iteration 63Q: 3 clusters Score -1503576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1503578.250000 Penalty: 4809.689941
	Iteration 64Q: 3 clusters Score -1503578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1503583.625000 Penalty: 4809.689941
	Iteration 65Q: 3 clusters Score -1503584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1503588.750000 Penalty: 4809.689941
	Iteration 66Q: 3 clusters Score -1503589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1503595.000000 Penalty: 4809.689941
	Iteration 67Q: 3 clusters Score -1503595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1503599.750000 Penalty: 4809.689941
	Iteration 68Q: 3 clusters Score -1503600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1503607.750000 Penalty: 4809.689941
	Iteration 69Q: 3 clusters Score -1503608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1503614.875000 Penalty: 4809.689941
	Iteration 70Q: 3 clusters Score -1503615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1503617.125000 Penalty: 4809.689941
	Iteration 71Q: 3 clusters Score -1503617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1503618.875000 Penalty: 4809.689941
	Iteration 72Q: 3 clusters Score -1503619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1503619.875000 Penalty: 4809.689941
	Iteration 73Q: 3 clusters Score -1503620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1503623.125000 Penalty: 4809.689941
	Iteration 74Q: 3 clusters Score -1503623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1503626.375000 Penalty: 4809.689941
	Iteration 75Q: 3 clusters Score -1503626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1503630.500000 Penalty: 4809.689941
	Iteration 76Q: 3 clusters Score -1503630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1503627.125000 Penalty: 4809.689941
	Iteration 77Q: 3 clusters Score -1503627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1503631.875000 Penalty: 4809.689941
	Iteration 78Q: 3 clusters Score -1503632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1503630.750000 Penalty: 4809.689941
	Iteration 79Q: 3 clusters Score -1503631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1503636.375000 Penalty: 4809.689941
	Iteration 80F: 3 clusters Score -1503636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1503635.250000 Penalty: 4809.689941
	Iteration 81Q: 3 clusters Score -1503635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1503636.875000 Penalty: 4809.689941
	Iteration 82Q: 3 clusters Score -1503637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1503638.250000 Penalty: 4809.689941
	Iteration 83Q: 3 clusters Score -1503638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1503640.000000 Penalty: 4809.689941
	Iteration 84Q: 3 clusters Score -1503640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1503640.875000 Penalty: 4809.689941
	Iteration 85Q: 3 clusters Score -1503641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1503641.125000 Penalty: 4809.689941
	Iteration 86Q: 3 clusters Score -1503641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1503640.125000 Penalty: 4809.689941
	Iteration 87Q: 3 clusters Score -1503640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1503640.125000 Penalty: 4809.689941
	Iteration 88F: 3 clusters Score -1503640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -557825.250000 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -557825.2 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 3069 members 
Entering Unmasked Estep 
Score: -552597.562500 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -552597.6 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -554120.875000 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -554120.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -554778.625000 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -554778.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -555452.000000 Penalty: 4326.561523
	Iteration 3F: 3 clusters Score -555452 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -555963.125000 Penalty: 4326.561523
	Iteration 4F: 3 clusters Score -555963.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -556352.500000 Penalty: 4326.561523
	Iteration 5F: 3 clusters Score -556352.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -556577.625000 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -556577.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -556731.562500 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -556731.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -556810.000000 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -556810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -556861.250000 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -556861.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -556887.187500 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -556887.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -556903.500000 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -556903.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -556919.250000 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -556919.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -556931.937500 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -556931.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -556940.625000 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -556940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -556945.375000 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -556945.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -556950.750000 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -556950.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -556957.562500 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -556957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -556961.875000 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -556961.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -556966.937500 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -556966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -556967.125000 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -556967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -556970.500000 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -556970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -556971.562500 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -556971.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -556974.312500 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -556974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -556978.875000 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -556978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -556979.812500 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -556979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -556983.562500 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -556983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -556985.375000 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -556985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -556988.812500 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -556988.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -556992.062500 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -556992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -556993.187500 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -556993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -556995.250000 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -556995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -556996.187500 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -556996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -556998.312500 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -556998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -556999.687500 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -556999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -557001.937500 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -557001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -557000.000000 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -557000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -557000.375000 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -557000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -557001.125000 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -557001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -557001.375000 Penalty: 4326.561523
	Iteration 39Q: 3 clusters Score -557001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -557002.625000 Penalty: 4326.561523
	Iteration 40F: 3 clusters Score -557002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -557003.187500 Penalty: 4326.561523
	Iteration 41Q: 3 clusters Score -557003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -557004.375000 Penalty: 4326.561523
	Iteration 42Q: 3 clusters Score -557004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -557005.750000 Penalty: 4326.561523
	Iteration 43Q: 3 clusters Score -557005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -557007.187500 Penalty: 4326.561523
	Iteration 44Q: 3 clusters Score -557007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -557007.187500 Penalty: 4326.561523
	Iteration 45Q: 3 clusters Score -557007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -557008.187500 Penalty: 4326.561523
	Iteration 46Q: 3 clusters Score -557008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -557007.812500 Penalty: 4326.561523
	Iteration 47Q: 3 clusters Score -557007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -557008.250000 Penalty: 4326.561523
	Iteration 48Q: 3 clusters Score -557008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -557009.437500 Penalty: 4326.561523
	Iteration 49Q: 3 clusters Score -557009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -557010.437500 Penalty: 4326.561523
	Iteration 50Q: 3 clusters Score -557010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -557011.687500 Penalty: 4326.561523
	Iteration 51Q: 3 clusters Score -557011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -557011.750000 Penalty: 4326.561523
	Iteration 52Q: 3 clusters Score -557011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -557013.312500 Penalty: 4326.561523
	Iteration 53Q: 3 clusters Score -557013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -557013.312500 Penalty: 4326.561523
	Iteration 54F: 3 clusters Score -557013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Entering Unmasked Estep 
Score: -1538211.875000 Penalty: 2391.149902
	Iteration 0F: 2 clusters Score -1538212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1527011.875000 Penalty: 4782.299805
	Iteration 0F: 3 clusters Score -1527012 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1530537.750000 Penalty: 4782.299805
	Iteration 1F: 3 clusters Score -1530538 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1530886.125000 Penalty: 4782.299805
	Iteration 2F: 3 clusters Score -1530886 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1531123.500000 Penalty: 4782.299805
	Iteration 3Q: 3 clusters Score -1531124 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1531317.125000 Penalty: 4782.299805
	Iteration 4Q: 3 clusters Score -1531317 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1531472.375000 Penalty: 4782.299805
	Iteration 5Q: 3 clusters Score -1531472 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1531606.750000 Penalty: 4782.299805
	Iteration 6Q: 3 clusters Score -1531607 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1531714.125000 Penalty: 4782.299805
	Iteration 7Q: 3 clusters Score -1531714 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1531817.125000 Penalty: 4782.299805
	Iteration 8Q: 3 clusters Score -1531817 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1531914.625000 Penalty: 4782.299805
	Iteration 9Q: 3 clusters Score -1531915 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1532002.875000 Penalty: 4782.299805
	Iteration 10Q: 3 clusters Score -1532003 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1532100.000000 Penalty: 4782.299805
	Iteration 11Q: 3 clusters Score -1532100 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1532205.000000 Penalty: 4782.299805
	Iteration 12Q: 3 clusters Score -1532205 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1532322.500000 Penalty: 4782.299805
	Iteration 13Q: 3 clusters Score -1532322 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1532448.250000 Penalty: 4782.299805
	Iteration 14Q: 3 clusters Score -1532448 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1532584.125000 Penalty: 4782.299805
	Iteration 15Q: 3 clusters Score -1532584 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1532733.750000 Penalty: 4782.299805
	Iteration 16Q: 3 clusters Score -1532734 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1532905.625000 Penalty: 4782.299805
	Iteration 17Q: 3 clusters Score -1532906 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1533122.000000 Penalty: 4782.299805
	Iteration 18Q: 3 clusters Score -1533122 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1533373.000000 Penalty: 4782.299805
	Iteration 19Q: 3 clusters Score -1533373 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1533622.250000 Penalty: 4782.299805
	Iteration 20F: 3 clusters Score -1533622 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1533894.375000 Penalty: 4782.299805
	Iteration 21Q: 3 clusters Score -1533894 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1534204.000000 Penalty: 4782.299805
	Iteration 22Q: 3 clusters Score -1534204 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1534539.875000 Penalty: 4782.299805
	Iteration 23Q: 3 clusters Score -1534540 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1534881.375000 Penalty: 4782.299805
	Iteration 24Q: 3 clusters Score -1534881 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1535147.750000 Penalty: 4782.299805
	Iteration 25Q: 3 clusters Score -1535148 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1535385.875000 Penalty: 4782.299805
	Iteration 26Q: 3 clusters Score -1535386 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1535566.375000 Penalty: 4782.299805
	Iteration 27Q: 3 clusters Score -1535566 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1535733.375000 Penalty: 4782.299805
	Iteration 28Q: 3 clusters Score -1535733 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1535863.750000 Penalty: 4782.299805
	Iteration 29Q: 3 clusters Score -1535864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1535961.250000 Penalty: 4782.299805
	Iteration 30Q: 3 clusters Score -1535961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1536028.750000 Penalty: 4782.299805
	Iteration 31Q: 3 clusters Score -1536029 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1536083.875000 Penalty: 4782.299805
	Iteration 32Q: 3 clusters Score -1536084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1536123.125000 Penalty: 4782.299805
	Iteration 33Q: 3 clusters Score -1536123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1536157.250000 Penalty: 4782.299805
	Iteration 34Q: 3 clusters Score -1536157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1536187.375000 Penalty: 4782.299805
	Iteration 35Q: 3 clusters Score -1536187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1536212.625000 Penalty: 4782.299805
	Iteration 36Q: 3 clusters Score -1536213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1536225.125000 Penalty: 4782.299805
	Iteration 37Q: 3 clusters Score -1536225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1536228.375000 Penalty: 4782.299805
	Iteration 38Q: 3 clusters Score -1536228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1536233.375000 Penalty: 4782.299805
	Iteration 39Q: 3 clusters Score -1536233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1536240.000000 Penalty: 4782.299805
	Iteration 40F: 3 clusters Score -1536240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1536247.375000 Penalty: 4782.299805
	Iteration 41Q: 3 clusters Score -1536247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1536255.500000 Penalty: 4782.299805
	Iteration 42Q: 3 clusters Score -1536256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1536258.875000 Penalty: 4782.299805
	Iteration 43Q: 3 clusters Score -1536259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1536260.625000 Penalty: 4782.299805
	Iteration 44Q: 3 clusters Score -1536261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1536263.750000 Penalty: 4782.299805
	Iteration 45Q: 3 clusters Score -1536264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1536264.750000 Penalty: 4782.299805
	Iteration 46Q: 3 clusters Score -1536265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1536266.375000 Penalty: 4782.299805
	Iteration 47Q: 3 clusters Score -1536266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1536265.500000 Penalty: 4782.299805
	Iteration 48Q: 3 clusters Score -1536266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1536267.250000 Penalty: 4782.299805
	Iteration 49Q: 3 clusters Score -1536267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1536267.250000 Penalty: 4782.299805
	Iteration 50F: 3 clusters Score -1536267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -348030.031250 Penalty: 2019.448120
	Iteration 0F: 2 clusters Score -348030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -344468.250000 Penalty: 4038.896240
	Iteration 0F: 3 clusters Score -344468.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -345207.562500 Penalty: 4038.896240
	Iteration 1F: 3 clusters Score -345207.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -345412.250000 Penalty: 4038.896240
	Iteration 2F: 3 clusters Score -345412.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -345526.843750 Penalty: 4038.896240
	Iteration 3F: 3 clusters Score -345526.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -345599.187500 Penalty: 4038.896240
	Iteration 4Q: 3 clusters Score -345599.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -345653.156250 Penalty: 4038.896240
	Iteration 5Q: 3 clusters Score -345653.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -345686.437500 Penalty: 4038.896240
	Iteration 6Q: 3 clusters Score -345686.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -345721.312500 Penalty: 4038.896240
	Iteration 7Q: 3 clusters Score -345721.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -345757.250000 Penalty: 4038.896240
	Iteration 8Q: 3 clusters Score -345757.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -345795.968750 Penalty: 4038.896240
	Iteration 9Q: 3 clusters Score -345796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -345835.875000 Penalty: 4038.896240
	Iteration 10Q: 3 clusters Score -345835.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -345883.593750 Penalty: 4038.896240
	Iteration 11Q: 3 clusters Score -345883.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -345923.406250 Penalty: 4038.896240
	Iteration 12Q: 3 clusters Score -345923.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -345948.687500 Penalty: 4038.896240
	Iteration 13Q: 3 clusters Score -345948.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -345973.312500 Penalty: 4038.896240
	Iteration 14Q: 3 clusters Score -345973.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -345995.093750 Penalty: 4038.896240
	Iteration 15Q: 3 clusters Score -345995.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -346019.250000 Penalty: 4038.896240
	Iteration 16Q: 3 clusters Score -346019.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -346045.281250 Penalty: 4038.896240
	Iteration 17Q: 3 clusters Score -346045.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -346065.906250 Penalty: 4038.896240
	Iteration 18Q: 3 clusters Score -346065.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -346088.187500 Penalty: 4038.896240
	Iteration 19Q: 3 clusters Score -346088.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -346109.312500 Penalty: 4038.896240
	Iteration 20F: 3 clusters Score -346109.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -346124.437500 Penalty: 4038.896240
	Iteration 21Q: 3 clusters Score -346124.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -346145.937500 Penalty: 4038.896240
	Iteration 22Q: 3 clusters Score -346145.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -346162.312500 Penalty: 4038.896240
	Iteration 23Q: 3 clusters Score -346162.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -346170.906250 Penalty: 4038.896240
	Iteration 24Q: 3 clusters Score -346170.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -346177.906250 Penalty: 4038.896240
	Iteration 25Q: 3 clusters Score -346177.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -346187.750000 Penalty: 4038.896240
	Iteration 26Q: 3 clusters Score -346187.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -346197.468750 Penalty: 4038.896240
	Iteration 27Q: 3 clusters Score -346197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -346207.156250 Penalty: 4038.896240
	Iteration 28Q: 3 clusters Score -346207.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -346216.406250 Penalty: 4038.896240
	Iteration 29Q: 3 clusters Score -346216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -346219.312500 Penalty: 4038.896240
	Iteration 30Q: 3 clusters Score -346219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -346223.406250 Penalty: 4038.896240
	Iteration 31Q: 3 clusters Score -346223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -346228.281250 Penalty: 4038.896240
	Iteration 32Q: 3 clusters Score -346228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -346231.562500 Penalty: 4038.896240
	Iteration 33Q: 3 clusters Score -346231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -346237.250000 Penalty: 4038.896240
	Iteration 34Q: 3 clusters Score -346237.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -346241.593750 Penalty: 4038.896240
	Iteration 35Q: 3 clusters Score -346241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -346244.156250 Penalty: 4038.896240
	Iteration 36Q: 3 clusters Score -346244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -346250.218750 Penalty: 4038.896240
	Iteration 37Q: 3 clusters Score -346250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -346252.406250 Penalty: 4038.896240
	Iteration 38Q: 3 clusters Score -346252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -346254.125000 Penalty: 4038.896240
	Iteration 39Q: 3 clusters Score -346254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -346254.000000 Penalty: 4038.896240
	Iteration 40F: 3 clusters Score -346254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -346255.156250 Penalty: 4038.896240
	Iteration 41Q: 3 clusters Score -346255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -346256.156250 Penalty: 4038.896240
	Iteration 42Q: 3 clusters Score -346256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -346257.187500 Penalty: 4038.896240
	Iteration 43Q: 3 clusters Score -346257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -346257.562500 Penalty: 4038.896240
	Iteration 44Q: 3 clusters Score -346257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -346257.562500 Penalty: 4038.896240
	Iteration 45F: 3 clusters Score -346257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -125895.640625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -125895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -123740.664062 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -123740.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -124046.187500 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -124046.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124112.156250 Penalty: 3567.322266
	Iteration 2Q: 3 clusters Score -124112.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -124167.679688 Penalty: 3567.322266
	Iteration 3Q: 3 clusters Score -124167.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -124208.867188 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -124208.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124227.507812 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -124227.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124239.335938 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -124239.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124251.375000 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -124251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -124254.781250 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -124254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -124259.398438 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -124259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124262.000000 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -124262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124264.960938 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -124265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124267.757812 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -124267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124270.320312 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -124270.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124270.320312 Penalty: 3567.322266
	Iteration 14F: 3 clusters Score -124270.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -818558.250000 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -818558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -811580.187500 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -811580.2 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -813620.937500 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -813620.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -814102.937500 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -814102.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -814523.875000 Penalty: 4511.084961
	Iteration 3F: 3 clusters Score -814523.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -814931.437500 Penalty: 4511.084961
	Iteration 4F: 3 clusters Score -814931.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -815301.000000 Penalty: 4511.084961
	Iteration 5F: 3 clusters Score -815301 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -815627.625000 Penalty: 4511.084961
	Iteration 6F: 3 clusters Score -815627.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -815907.125000 Penalty: 4511.084961
	Iteration 7Q: 3 clusters Score -815907.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -816152.375000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -816152.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -816357.312500 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -816357.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -816507.437500 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -816507.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -816619.125000 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -816619.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -816698.062500 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -816698.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -816771.875000 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -816771.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -816843.812500 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -816843.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -816905.625000 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -816905.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -816966.562500 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -816966.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -817021.500000 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -817021.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -817067.750000 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -817067.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -817096.312500 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -817096.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -817125.812500 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -817125.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -817151.250000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -817151.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -817177.250000 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -817177.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -817214.750000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -817214.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -817242.312500 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -817242.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -817268.000000 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -817268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -817291.562500 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -817291.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -817317.687500 Penalty: 4511.084961
	Iteration 27Q: 3 clusters Score -817317.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -817352.625000 Penalty: 4511.084961
	Iteration 28Q: 3 clusters Score -817352.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -817397.250000 Penalty: 4511.084961
	Iteration 29Q: 3 clusters Score -817397.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -817433.062500 Penalty: 4511.084961
	Iteration 30Q: 3 clusters Score -817433.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -817475.187500 Penalty: 4511.084961
	Iteration 31Q: 3 clusters Score -817475.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -817511.062500 Penalty: 4511.084961
	Iteration 32Q: 3 clusters Score -817511.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -817541.312500 Penalty: 4511.084961
	Iteration 33Q: 3 clusters Score -817541.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -817556.687500 Penalty: 4511.084961
	Iteration 34Q: 3 clusters Score -817556.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -817576.125000 Penalty: 4511.084961
	Iteration 35Q: 3 clusters Score -817576.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -817591.625000 Penalty: 4511.084961
	Iteration 36Q: 3 clusters Score -817591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -817605.000000 Penalty: 4511.084961
	Iteration 37Q: 3 clusters Score -817605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -817621.562500 Penalty: 4511.084961
	Iteration 38Q: 3 clusters Score -817621.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -817639.812500 Penalty: 4511.084961
	Iteration 39Q: 3 clusters Score -817639.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -817657.500000 Penalty: 4511.084961
	Iteration 40F: 3 clusters Score -817657.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -817671.500000 Penalty: 4511.084961
	Iteration 41Q: 3 clusters Score -817671.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -817682.812500 Penalty: 4511.084961
	Iteration 42Q: 3 clusters Score -817682.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -817694.250000 Penalty: 4511.084961
	Iteration 43Q: 3 clusters Score -817694.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -817701.500000 Penalty: 4511.084961
	Iteration 44Q: 3 clusters Score -817701.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -817703.625000 Penalty: 4511.084961
	Iteration 45Q: 3 clusters Score -817703.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -817708.750000 Penalty: 4511.084961
	Iteration 46Q: 3 clusters Score -817708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -817714.500000 Penalty: 4511.084961
	Iteration 47Q: 3 clusters Score -817714.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -817719.687500 Penalty: 4511.084961
	Iteration 48Q: 3 clusters Score -817719.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -817726.000000 Penalty: 4511.084961
	Iteration 49Q: 3 clusters Score -817726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -817731.562500 Penalty: 4511.084961
	Iteration 50Q: 3 clusters Score -817731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -817733.375000 Penalty: 4511.084961
	Iteration 51Q: 3 clusters Score -817733.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -817736.000000 Penalty: 4511.084961
	Iteration 52Q: 3 clusters Score -817736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -817737.937500 Penalty: 4511.084961
	Iteration 53Q: 3 clusters Score -817737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -817744.125000 Penalty: 4511.084961
	Iteration 54Q: 3 clusters Score -817744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -817746.687500 Penalty: 4511.084961
	Iteration 55Q: 3 clusters Score -817746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -817745.750000 Penalty: 4511.084961
	Iteration 56Q: 3 clusters Score -817745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -817748.625000 Penalty: 4511.084961
	Iteration 57Q: 3 clusters Score -817748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -817751.875000 Penalty: 4511.084961
	Iteration 58Q: 3 clusters Score -817751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -817749.750000 Penalty: 4511.084961
	Iteration 59Q: 3 clusters Score -817749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -817752.937500 Penalty: 4511.084961
	Iteration 60F: 3 clusters Score -817752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -817753.562500 Penalty: 4511.084961
	Iteration 61Q: 3 clusters Score -817753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -817755.125000 Penalty: 4511.084961
	Iteration 62Q: 3 clusters Score -817755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -817754.437500 Penalty: 4511.084961
	Iteration 63Q: 3 clusters Score -817754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -817753.937500 Penalty: 4511.084961
	Iteration 64Q: 3 clusters Score -817753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -817755.437500 Penalty: 4511.084961
	Iteration 65Q: 3 clusters Score -817755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -817755.437500 Penalty: 4511.084961
	Iteration 66F: 3 clusters Score -817755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (98735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Entering Unmasked Estep 
Score: -9600689.000000 Penalty: 2852.048340
	Iteration 0F: 2 clusters Score -9600689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9534714.000000 Penalty: 5704.096680
	Iteration 0F: 3 clusters Score -9534714 nChanged 46505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -9561630.000000 Penalty: 5704.096680
	Iteration 1F: 3 clusters Score -9561630 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -9563130.000000 Penalty: 5704.096680
	Iteration 2Q: 3 clusters Score -9563130 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -9564937.000000 Penalty: 5704.096680
	Iteration 3Q: 3 clusters Score -9564937 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -9567051.000000 Penalty: 5704.096680
	Iteration 4F: 3 clusters Score -9567051 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -9569788.000000 Penalty: 5704.096680
	Iteration 5F: 3 clusters Score -9569788 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -9573389.000000 Penalty: 5704.096680
	Iteration 6F: 3 clusters Score -9573389 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -9577892.000000 Penalty: 5704.096680
	Iteration 7F: 3 clusters Score -9577892 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -9582444.000000 Penalty: 5704.096680
	Iteration 8F: 3 clusters Score -9582444 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -9586075.000000 Penalty: 5704.096680
	Iteration 9F: 3 clusters Score -9586075 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -9588613.000000 Penalty: 5704.096680
	Iteration 10Q: 3 clusters Score -9588613 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -9590334.000000 Penalty: 5704.096680
	Iteration 11Q: 3 clusters Score -9590334 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -9591666.000000 Penalty: 5704.096680
	Iteration 12Q: 3 clusters Score -9591666 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -9592671.000000 Penalty: 5704.096680
	Iteration 13Q: 3 clusters Score -9592671 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -9593626.000000 Penalty: 5704.096680
	Iteration 14Q: 3 clusters Score -9593626 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -9594395.000000 Penalty: 5704.096680
	Iteration 15Q: 3 clusters Score -9594395 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -9595136.000000 Penalty: 5704.096680
	Iteration 16Q: 3 clusters Score -9595136 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -9595821.000000 Penalty: 5704.096680
	Iteration 17Q: 3 clusters Score -9595821 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -9596250.000000 Penalty: 5704.096680
	Iteration 18Q: 3 clusters Score -9596250 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -9596595.000000 Penalty: 5704.096680
	Iteration 19Q: 3 clusters Score -9596595 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -9596863.000000 Penalty: 5704.096680
	Iteration 20F: 3 clusters Score -9596863 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -9597085.000000 Penalty: 5704.096680
	Iteration 21Q: 3 clusters Score -9597085 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -9597278.000000 Penalty: 5704.096680
	Iteration 22Q: 3 clusters Score -9597278 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -9597405.000000 Penalty: 5704.096680
	Iteration 23Q: 3 clusters Score -9597405 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -9597496.000000 Penalty: 5704.096680
	Iteration 24Q: 3 clusters Score -9597496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9597647.000000 Penalty: 5704.096680
	Iteration 25Q: 3 clusters Score -9597647 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -9597776.000000 Penalty: 5704.096680
	Iteration 26Q: 3 clusters Score -9597776 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9597829.000000 Penalty: 5704.096680
	Iteration 27Q: 3 clusters Score -9597829 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -9597909.000000 Penalty: 5704.096680
	Iteration 28Q: 3 clusters Score -9597909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9598010.000000 Penalty: 5704.096680
	Iteration 29Q: 3 clusters Score -9598010 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9598064.000000 Penalty: 5704.096680
	Iteration 30Q: 3 clusters Score -9598064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9598116.000000 Penalty: 5704.096680
	Iteration 31Q: 3 clusters Score -9598116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9598119.000000 Penalty: 5704.096680
	Iteration 32Q: 3 clusters Score -9598119 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9598183.000000 Penalty: 5704.096680
	Iteration 33Q: 3 clusters Score -9598183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9598204.000000 Penalty: 5704.096680
	Iteration 34Q: 3 clusters Score -9598204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9598216.000000 Penalty: 5704.096680
	Iteration 35Q: 3 clusters Score -9598216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9598246.000000 Penalty: 5704.096680
	Iteration 36Q: 3 clusters Score -9598246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9598245.000000 Penalty: 5704.096680
	Iteration 37Q: 3 clusters Score -9598245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9598273.000000 Penalty: 5704.096680
	Iteration 38Q: 3 clusters Score -9598273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9598299.000000 Penalty: 5704.096680
	Iteration 39Q: 3 clusters Score -9598299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9598319.000000 Penalty: 5704.096680
	Iteration 40F: 3 clusters Score -9598319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9598354.000000 Penalty: 5704.096680
	Iteration 41Q: 3 clusters Score -9598354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9598371.000000 Penalty: 5704.096680
	Iteration 42Q: 3 clusters Score -9598371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9598370.000000 Penalty: 5704.096680
	Iteration 43Q: 3 clusters Score -9598370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9598378.000000 Penalty: 5704.096680
	Iteration 44Q: 3 clusters Score -9598378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9598373.000000 Penalty: 5704.096680
	Iteration 45Q: 3 clusters Score -9598373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9598399.000000 Penalty: 5704.096680
	Iteration 46Q: 3 clusters Score -9598399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9598412.000000 Penalty: 5704.096680
	Iteration 47Q: 3 clusters Score -9598412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9598426.000000 Penalty: 5704.096680
	Iteration 48Q: 3 clusters Score -9598426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9598422.000000 Penalty: 5704.096680
	Iteration 49Q: 3 clusters Score -9598422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9598450.000000 Penalty: 5704.096680
	Iteration 50Q: 3 clusters Score -9598450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9598464.000000 Penalty: 5704.096680
	Iteration 51Q: 3 clusters Score -9598464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9598472.000000 Penalty: 5704.096680
	Iteration 52Q: 3 clusters Score -9598472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9598465.000000 Penalty: 5704.096680
	Iteration 53Q: 3 clusters Score -9598465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9598503.000000 Penalty: 5704.096680
	Iteration 54Q: 3 clusters Score -9598503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9598508.000000 Penalty: 5704.096680
	Iteration 55Q: 3 clusters Score -9598508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9598517.000000 Penalty: 5704.096680
	Iteration 56Q: 3 clusters Score -9598517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9598519.000000 Penalty: 5704.096680
	Iteration 57Q: 3 clusters Score -9598519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9598547.000000 Penalty: 5704.096680
	Iteration 58Q: 3 clusters Score -9598547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9598559.000000 Penalty: 5704.096680
	Iteration 59Q: 3 clusters Score -9598559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9598593.000000 Penalty: 5704.096680
	Iteration 60F: 3 clusters Score -9598593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9598602.000000 Penalty: 5704.096680
	Iteration 61Q: 3 clusters Score -9598602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9598622.000000 Penalty: 5704.096680
	Iteration 62Q: 3 clusters Score -9598622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9598628.000000 Penalty: 5704.096680
	Iteration 63Q: 3 clusters Score -9598628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9598637.000000 Penalty: 5704.096680
	Iteration 64Q: 3 clusters Score -9598637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9598669.000000 Penalty: 5704.096680
	Iteration 65Q: 3 clusters Score -9598669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9598679.000000 Penalty: 5704.096680
	Iteration 66Q: 3 clusters Score -9598679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9598673.000000 Penalty: 5704.096680
	Iteration 67Q: 3 clusters Score -9598673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9598677.000000 Penalty: 5704.096680
	Iteration 68Q: 3 clusters Score -9598677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9598685.000000 Penalty: 5704.096680
	Iteration 69Q: 3 clusters Score -9598685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9598694.000000 Penalty: 5704.096680
	Iteration 70Q: 3 clusters Score -9598694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9598697.000000 Penalty: 5704.096680
	Iteration 71Q: 3 clusters Score -9598697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9598696.000000 Penalty: 5704.096680
	Iteration 72Q: 3 clusters Score -9598696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9598688.000000 Penalty: 5704.096680
	Iteration 73Q: 3 clusters Score -9598688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9598721.000000 Penalty: 5704.096680
	Iteration 74Q: 3 clusters Score -9598721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9598728.000000 Penalty: 5704.096680
	Iteration 75Q: 3 clusters Score -9598728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9598736.000000 Penalty: 5704.096680
	Iteration 76Q: 3 clusters Score -9598736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9598735.000000 Penalty: 5704.096680
	Iteration 77Q: 3 clusters Score -9598735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97524 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9598745.000000 Penalty: 5704.096680
	Iteration 78Q: 3 clusters Score -9598745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9598749.000000 Penalty: 5704.096680
	Iteration 79Q: 3 clusters Score -9598749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9598763.000000 Penalty: 5704.096680
	Iteration 80F: 3 clusters Score -9598763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9598761.000000 Penalty: 5704.096680
	Iteration 81Q: 3 clusters Score -9598761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9598762.000000 Penalty: 5704.096680
	Iteration 82Q: 3 clusters Score -9598762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9598766.000000 Penalty: 5704.096680
	Iteration 83Q: 3 clusters Score -9598766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9598773.000000 Penalty: 5704.096680
	Iteration 84Q: 3 clusters Score -9598773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9598775.000000 Penalty: 5704.096680
	Iteration 85Q: 3 clusters Score -9598775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9598781.000000 Penalty: 5704.096680
	Iteration 86Q: 3 clusters Score -9598781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9598770.000000 Penalty: 5704.096680
	Iteration 87Q: 3 clusters Score -9598770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9598771.000000 Penalty: 5704.096680
	Iteration 88Q: 3 clusters Score -9598771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9598771.000000 Penalty: 5704.096680
	Iteration 89F: 3 clusters Score -9598771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -401809.343750 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -401809.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -397904.843750 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -397904.8 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -398736.187500 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -398736.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -398921.250000 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -398921.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -399037.812500 Penalty: 4113.104004
	Iteration 3Q: 3 clusters Score -399037.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -399113.187500 Penalty: 4113.104004
	Iteration 4Q: 3 clusters Score -399113.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -399158.718750 Penalty: 4113.104004
	Iteration 5Q: 3 clusters Score -399158.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -399198.843750 Penalty: 4113.104004
	Iteration 6Q: 3 clusters Score -399198.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -399231.000000 Penalty: 4113.104004
	Iteration 7Q: 3 clusters Score -399231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -399251.250000 Penalty: 4113.104004
	Iteration 8Q: 3 clusters Score -399251.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -399268.531250 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -399268.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -399284.625000 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -399284.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -399307.718750 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -399307.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -399330.375000 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -399330.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -399353.375000 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -399353.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -399371.343750 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -399371.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -399386.156250 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -399386.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -399404.531250 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -399404.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -399431.156250 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -399431.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -399473.437500 Penalty: 4113.104004
	Iteration 18Q: 3 clusters Score -399473.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -399527.781250 Penalty: 4113.104004
	Iteration 19Q: 3 clusters Score -399527.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -399607.562500 Penalty: 4113.104004
	Iteration 20F: 3 clusters Score -399607.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399720.906250 Penalty: 4113.104004
	Iteration 21Q: 3 clusters Score -399720.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -399923.468750 Penalty: 4113.104004
	Iteration 22Q: 3 clusters Score -399923.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -400314.750000 Penalty: 4113.104004
	Iteration 23Q: 3 clusters Score -400314.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -400851.718750 Penalty: 4113.104004
	Iteration 24F: 3 clusters Score -400851.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -401315.968750 Penalty: 4113.104004
	Iteration 25F: 3 clusters Score -401316 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -401667.593750 Penalty: 4113.104004
	Iteration 26Q: 3 clusters Score -401667.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -401934.000000 Penalty: 4113.104004
	Iteration 27Q: 3 clusters Score -401934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -402098.531250 Penalty: 4113.104004
	Iteration 28Q: 3 clusters Score -402098.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -402181.312500 Penalty: 4113.104004
	Iteration 29Q: 3 clusters Score -402181.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -402212.218750 Penalty: 4113.104004
	Iteration 30Q: 3 clusters Score -402212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -402221.437500 Penalty: 4113.104004
	Iteration 31Q: 3 clusters Score -402221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402228.843750 Penalty: 4113.104004
	Iteration 32Q: 3 clusters Score -402228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -402229.875000 Penalty: 4113.104004
	Iteration 33Q: 3 clusters Score -402229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -402230.906250 Penalty: 4113.104004
	Iteration 34Q: 3 clusters Score -402230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -402230.906250 Penalty: 4113.104004
	Iteration 35F: 3 clusters Score -402230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 42269 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61590 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 18685 members 
Mstep: Class 15 contains 12427 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98735 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3994 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23421 members 
Mstep: Class 42 contains 5931 members 
Mstep: Class 43 contains 7534 members 
Mstep: Class 44 contains 1116 members 
Entering Unmasked Estep 
Score: -58960904.000000 Penalty: 145648.796875
Splitting cluster 30 changes total score from -58961664.000000 to -58960904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (22289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Entering Unmasked Estep 
Score: -2291087.250000 Penalty: 2482.938477
	Iteration 0F: 2 clusters Score -2291087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2275287.750000 Penalty: 4965.876953
	Iteration 0F: 3 clusters Score -2275288 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2280619.750000 Penalty: 4965.876953
	Iteration 1F: 3 clusters Score -2280620 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2280992.750000 Penalty: 4965.876953
	Iteration 2Q: 3 clusters Score -2280993 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2281291.000000 Penalty: 4965.876953
	Iteration 3Q: 3 clusters Score -2281291 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2281538.000000 Penalty: 4965.876953
	Iteration 4Q: 3 clusters Score -2281538 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2281766.750000 Penalty: 4965.876953
	Iteration 5Q: 3 clusters Score -2281767 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2281980.750000 Penalty: 4965.876953
	Iteration 6Q: 3 clusters Score -2281981 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2282265.750000 Penalty: 4965.876953
	Iteration 7Q: 3 clusters Score -2282266 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2282662.750000 Penalty: 4965.876953
	Iteration 8Q: 3 clusters Score -2282663 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2283200.250000 Penalty: 4965.876953
	Iteration 9Q: 3 clusters Score -2283200 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2283947.500000 Penalty: 4965.876953
	Iteration 10F: 3 clusters Score -2283948 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2284802.000000 Penalty: 4965.876953
	Iteration 11F: 3 clusters Score -2284802 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2285685.500000 Penalty: 4965.876953
	Iteration 12F: 3 clusters Score -2285686 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2286482.750000 Penalty: 4965.876953
	Iteration 13F: 3 clusters Score -2286483 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2287106.250000 Penalty: 4965.876953
	Iteration 14Q: 3 clusters Score -2287106 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2287542.000000 Penalty: 4965.876953
	Iteration 15Q: 3 clusters Score -2287542 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2287833.250000 Penalty: 4965.876953
	Iteration 16Q: 3 clusters Score -2287833 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2288032.500000 Penalty: 4965.876953
	Iteration 17Q: 3 clusters Score -2288032 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2288204.500000 Penalty: 4965.876953
	Iteration 18Q: 3 clusters Score -2288204 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2288331.250000 Penalty: 4965.876953
	Iteration 19Q: 3 clusters Score -2288331 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2288454.250000 Penalty: 4965.876953
	Iteration 20F: 3 clusters Score -2288454 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2288538.000000 Penalty: 4965.876953
	Iteration 21Q: 3 clusters Score -2288538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2288615.750000 Penalty: 4965.876953
	Iteration 22Q: 3 clusters Score -2288616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2288693.250000 Penalty: 4965.876953
	Iteration 23Q: 3 clusters Score -2288693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2288778.000000 Penalty: 4965.876953
	Iteration 24Q: 3 clusters Score -2288778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2288839.000000 Penalty: 4965.876953
	Iteration 25Q: 3 clusters Score -2288839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2288881.750000 Penalty: 4965.876953
	Iteration 26Q: 3 clusters Score -2288882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2288906.000000 Penalty: 4965.876953
	Iteration 27Q: 3 clusters Score -2288906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2288936.750000 Penalty: 4965.876953
	Iteration 28Q: 3 clusters Score -2288937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2288963.000000 Penalty: 4965.876953
	Iteration 29Q: 3 clusters Score -2288963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2288979.000000 Penalty: 4965.876953
	Iteration 30Q: 3 clusters Score -2288979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2289009.250000 Penalty: 4965.876953
	Iteration 31Q: 3 clusters Score -2289009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2289029.250000 Penalty: 4965.876953
	Iteration 32Q: 3 clusters Score -2289029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2289043.000000 Penalty: 4965.876953
	Iteration 33Q: 3 clusters Score -2289043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2289054.000000 Penalty: 4965.876953
	Iteration 34Q: 3 clusters Score -2289054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2289067.500000 Penalty: 4965.876953
	Iteration 35Q: 3 clusters Score -2289068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2289071.250000 Penalty: 4965.876953
	Iteration 36Q: 3 clusters Score -2289071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2289087.750000 Penalty: 4965.876953
	Iteration 37Q: 3 clusters Score -2289088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2289091.250000 Penalty: 4965.876953
	Iteration 38Q: 3 clusters Score -2289091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2289094.000000 Penalty: 4965.876953
	Iteration 39Q: 3 clusters Score -2289094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2289093.000000 Penalty: 4965.876953
	Iteration 40F: 3 clusters Score -2289093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2289101.000000 Penalty: 4965.876953
	Iteration 41Q: 3 clusters Score -2289101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2289101.500000 Penalty: 4965.876953
	Iteration 42Q: 3 clusters Score -2289102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2289107.500000 Penalty: 4965.876953
	Iteration 43Q: 3 clusters Score -2289108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2289111.500000 Penalty: 4965.876953
	Iteration 44Q: 3 clusters Score -2289112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2289120.750000 Penalty: 4965.876953
	Iteration 45Q: 3 clusters Score -2289121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2289120.250000 Penalty: 4965.876953
	Iteration 46Q: 3 clusters Score -2289120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2289121.250000 Penalty: 4965.876953
	Iteration 47Q: 3 clusters Score -2289121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2289124.000000 Penalty: 4965.876953
	Iteration 48Q: 3 clusters Score -2289124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2289126.000000 Penalty: 4965.876953
	Iteration 49Q: 3 clusters Score -2289126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2289125.500000 Penalty: 4965.876953
	Iteration 50Q: 3 clusters Score -2289126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2289125.500000 Penalty: 4965.876953
	Iteration 51Q: 3 clusters Score -2289126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2289125.500000 Penalty: 4965.876953
	Iteration 52F: 3 clusters Score -2289126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -555353.625000 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -555353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -550249.687500 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -550249.7 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -551756.000000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -551756 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -552330.687500 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -552330.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -552858.312500 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -552858.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -553259.937500 Penalty: 4316.609863
	Iteration 4F: 3 clusters Score -553259.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -553572.062500 Penalty: 4316.609863
	Iteration 5F: 3 clusters Score -553572.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -553826.687500 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -553826.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -554042.562500 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -554042.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -554193.750000 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -554193.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -554315.000000 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -554315 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -554418.750000 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -554418.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -554498.812500 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -554498.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -554555.187500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -554555.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -554587.312500 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -554587.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -554613.562500 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -554613.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -554636.000000 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -554636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -554651.437500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -554651.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -554659.562500 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -554659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -554665.437500 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -554665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -554670.937500 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -554670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -554672.687500 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -554672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -554672.687500 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -554672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -554675.000000 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -554675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -554674.812500 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -554674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -554677.437500 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -554677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -554677.500000 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -554677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -554678.562500 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -554678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -554678.125000 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -554678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -554677.937500 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -554677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -554679.687500 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -554679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -554679.687500 Penalty: 4316.609863
	Iteration 30F: 3 clusters Score -554679.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -561793.437500 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -561793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -556932.500000 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -556932.5 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -558207.312500 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -558207.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -558490.062500 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -558490.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -558648.625000 Penalty: 4277.628906
	Iteration 3F: 3 clusters Score -558648.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -558775.187500 Penalty: 4277.628906
	Iteration 4Q: 3 clusters Score -558775.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -558870.812500 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -558870.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -558948.687500 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -558948.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -559003.625000 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -559003.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -559054.937500 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -559054.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -559090.062500 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -559090.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -559124.187500 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -559124.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -559148.062500 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -559148.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -559171.062500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -559171.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -559196.500000 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -559196.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -559220.500000 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -559220.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -559241.312500 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -559241.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -559257.812500 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -559257.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -559277.125000 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -559277.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -559300.500000 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -559300.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -559315.750000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -559315.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -559328.562500 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -559328.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -559339.250000 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -559339.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -559352.437500 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -559352.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -559365.687500 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -559365.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -559380.312500 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -559380.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -559395.625000 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -559395.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -559412.062500 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -559412.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -559429.500000 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -559429.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -559448.000000 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -559448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -559465.812500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -559465.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -559480.250000 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -559480.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -559490.812500 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -559490.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -559500.875000 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -559500.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -559509.375000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -559509.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -559518.250000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -559518.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -559528.875000 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -559528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -559537.250000 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -559537.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -559544.187500 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -559544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -559548.437500 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -559548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -559553.125000 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -559553.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -559560.000000 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -559560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -559567.875000 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -559567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -559570.812500 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -559570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -559572.875000 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -559572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -559574.312500 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -559574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -559575.062500 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -559575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -559575.875000 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -559575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -559576.625000 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -559576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -559578.312500 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -559578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -559582.187500 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -559582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -559583.187500 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -559583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -559585.812500 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -559585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -559587.937500 Penalty: 4277.628906
	Iteration 52Q: 3 clusters Score -559587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -559592.250000 Penalty: 4277.628906
	Iteration 53Q: 3 clusters Score -559592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559598.125000 Penalty: 4277.628906
	Iteration 54Q: 3 clusters Score -559598.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -559600.812500 Penalty: 4277.628906
	Iteration 55Q: 3 clusters Score -559600.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -559604.812500 Penalty: 4277.628906
	Iteration 56Q: 3 clusters Score -559604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -559607.562500 Penalty: 4277.628906
	Iteration 57Q: 3 clusters Score -559607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -559609.125000 Penalty: 4277.628906
	Iteration 58Q: 3 clusters Score -559609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -559611.312500 Penalty: 4277.628906
	Iteration 59Q: 3 clusters Score -559611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -559613.562500 Penalty: 4277.628906
	Iteration 60F: 3 clusters Score -559613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -559614.812500 Penalty: 4277.628906
	Iteration 61Q: 3 clusters Score -559614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -559618.000000 Penalty: 4277.628906
	Iteration 62Q: 3 clusters Score -559618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -559622.250000 Penalty: 4277.628906
	Iteration 63Q: 3 clusters Score -559622.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -559625.312500 Penalty: 4277.628906
	Iteration 64Q: 3 clusters Score -559625.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -559626.250000 Penalty: 4277.628906
	Iteration 65Q: 3 clusters Score -559626.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -559629.250000 Penalty: 4277.628906
	Iteration 66Q: 3 clusters Score -559629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -559632.062500 Penalty: 4277.628906
	Iteration 67Q: 3 clusters Score -559632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -559631.937500 Penalty: 4277.628906
	Iteration 68Q: 3 clusters Score -559631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -559633.937500 Penalty: 4277.628906
	Iteration 69Q: 3 clusters Score -559633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -559634.062500 Penalty: 4277.628906
	Iteration 70Q: 3 clusters Score -559634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -559635.687500 Penalty: 4277.628906
	Iteration 71Q: 3 clusters Score -559635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -559635.250000 Penalty: 4277.628906
	Iteration 72Q: 3 clusters Score -559635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559635.500000 Penalty: 4277.628906
	Iteration 73Q: 3 clusters Score -559635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -559636.125000 Penalty: 4277.628906
	Iteration 74Q: 3 clusters Score -559636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -559637.812500 Penalty: 4277.628906
	Iteration 75Q: 3 clusters Score -559637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -559638.000000 Penalty: 4277.628906
	Iteration 76Q: 3 clusters Score -559638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -559639.125000 Penalty: 4277.628906
	Iteration 77Q: 3 clusters Score -559639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -559639.625000 Penalty: 4277.628906
	Iteration 78Q: 3 clusters Score -559639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -559639.375000 Penalty: 4277.628906
	Iteration 79Q: 3 clusters Score -559639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -559641.062500 Penalty: 4277.628906
	Iteration 80F: 3 clusters Score -559641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -559642.250000 Penalty: 4277.628906
	Iteration 81Q: 3 clusters Score -559642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -559642.000000 Penalty: 4277.628906
	Iteration 82Q: 3 clusters Score -559642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -559642.375000 Penalty: 4277.628906
	Iteration 83Q: 3 clusters Score -559642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -559642.562500 Penalty: 4277.628906
	Iteration 84Q: 3 clusters Score -559642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -559642.562500 Penalty: 4277.628906
	Iteration 85F: 3 clusters Score -559642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -362092.625000 Penalty: 2056.552002
	Iteration 0F: 2 clusters Score -362092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -358187.468750 Penalty: 4113.104004
	Iteration 0F: 3 clusters Score -358187.5 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -359134.968750 Penalty: 4113.104004
	Iteration 1F: 3 clusters Score -359135 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -359379.125000 Penalty: 4113.104004
	Iteration 2F: 3 clusters Score -359379.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -359647.218750 Penalty: 4113.104004
	Iteration 3F: 3 clusters Score -359647.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -359919.187500 Penalty: 4113.104004
	Iteration 4F: 3 clusters Score -359919.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -360111.156250 Penalty: 4113.104004
	Iteration 5F: 3 clusters Score -360111.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -360281.562500 Penalty: 4113.104004
	Iteration 6Q: 3 clusters Score -360281.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -360437.781250 Penalty: 4113.104004
	Iteration 7Q: 3 clusters Score -360437.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -360574.812500 Penalty: 4113.104004
	Iteration 8Q: 3 clusters Score -360574.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -360672.531250 Penalty: 4113.104004
	Iteration 9Q: 3 clusters Score -360672.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -360766.531250 Penalty: 4113.104004
	Iteration 10Q: 3 clusters Score -360766.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -360857.687500 Penalty: 4113.104004
	Iteration 11Q: 3 clusters Score -360857.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -360934.843750 Penalty: 4113.104004
	Iteration 12Q: 3 clusters Score -360934.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -361001.781250 Penalty: 4113.104004
	Iteration 13Q: 3 clusters Score -361001.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -361046.250000 Penalty: 4113.104004
	Iteration 14Q: 3 clusters Score -361046.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -361070.968750 Penalty: 4113.104004
	Iteration 15Q: 3 clusters Score -361071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -361090.187500 Penalty: 4113.104004
	Iteration 16Q: 3 clusters Score -361090.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -361101.718750 Penalty: 4113.104004
	Iteration 17Q: 3 clusters Score -361101.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -361116.625000 Penalty: 4113.104004
	Iteration 18Q: 3 clusters Score -361116.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -361140.593750 Penalty: 4113.104004
	Iteration 19Q: 3 clusters Score -361140.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -361158.031250 Penalty: 4113.104004
	Iteration 20F: 3 clusters Score -361158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -361171.781250 Penalty: 4113.104004
	Iteration 21Q: 3 clusters Score -361171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -361183.250000 Penalty: 4113.104004
	Iteration 22Q: 3 clusters Score -361183.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -361194.062500 Penalty: 4113.104004
	Iteration 23Q: 3 clusters Score -361194.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -361200.843750 Penalty: 4113.104004
	Iteration 24Q: 3 clusters Score -361200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -361207.000000 Penalty: 4113.104004
	Iteration 25Q: 3 clusters Score -361207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -361210.250000 Penalty: 4113.104004
	Iteration 26Q: 3 clusters Score -361210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -361213.843750 Penalty: 4113.104004
	Iteration 27Q: 3 clusters Score -361213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -361214.937500 Penalty: 4113.104004
	Iteration 28Q: 3 clusters Score -361214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -361215.968750 Penalty: 4113.104004
	Iteration 29Q: 3 clusters Score -361216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -361216.468750 Penalty: 4113.104004
	Iteration 30Q: 3 clusters Score -361216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -361217.906250 Penalty: 4113.104004
	Iteration 31Q: 3 clusters Score -361217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -361218.218750 Penalty: 4113.104004
	Iteration 32Q: 3 clusters Score -361218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -361219.093750 Penalty: 4113.104004
	Iteration 33Q: 3 clusters Score -361219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -361219.093750 Penalty: 4113.104004
	Iteration 34F: 3 clusters Score -361219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -107252.804688 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -107252.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105166.328125 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -105166.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105483.429688 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -105483.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105572.062500 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -105572.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105621.242188 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -105621.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105643.718750 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -105643.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105654.585938 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -105654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105660.664062 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -105660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105666.390625 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -105666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105671.187500 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -105671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105675.679688 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -105675.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105675.679688 Penalty: 3519.563232
	Iteration 10F: 3 clusters Score -105675.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -124152.765625 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -124152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121901.000000 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -121901 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122305.468750 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -122305.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122470.468750 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -122470.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122586.046875 Penalty: 3610.884033
	Iteration 3F: 3 clusters Score -122586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122655.960938 Penalty: 3610.884033
	Iteration 4Q: 3 clusters Score -122656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -122720.046875 Penalty: 3610.884033
	Iteration 5Q: 3 clusters Score -122720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -122752.812500 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -122752.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -122788.421875 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -122788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122831.109375 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -122831.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122880.109375 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -122880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122938.031250 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -122938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122981.609375 Penalty: 3610.884033
	Iteration 11Q: 3 clusters Score -122981.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123022.695312 Penalty: 3610.884033
	Iteration 12Q: 3 clusters Score -123022.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -123045.445312 Penalty: 3610.884033
	Iteration 13Q: 3 clusters Score -123045.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -123074.093750 Penalty: 3610.884033
	Iteration 14Q: 3 clusters Score -123074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -123112.812500 Penalty: 3610.884033
	Iteration 15Q: 3 clusters Score -123112.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123153.109375 Penalty: 3610.884033
	Iteration 16Q: 3 clusters Score -123153.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123204.085938 Penalty: 3610.884033
	Iteration 17Q: 3 clusters Score -123204.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123249.312500 Penalty: 3610.884033
	Iteration 18Q: 3 clusters Score -123249.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123277.781250 Penalty: 3610.884033
	Iteration 19Q: 3 clusters Score -123277.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -123312.859375 Penalty: 3610.884033
	Iteration 20F: 3 clusters Score -123312.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -123354.640625 Penalty: 3610.884033
	Iteration 21Q: 3 clusters Score -123354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -123390.812500 Penalty: 3610.884033
	Iteration 22Q: 3 clusters Score -123390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -123408.804688 Penalty: 3610.884033
	Iteration 23Q: 3 clusters Score -123408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -123423.250000 Penalty: 3610.884033
	Iteration 24Q: 3 clusters Score -123423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -123433.000000 Penalty: 3610.884033
	Iteration 25Q: 3 clusters Score -123433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -123436.265625 Penalty: 3610.884033
	Iteration 26Q: 3 clusters Score -123436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123438.140625 Penalty: 3610.884033
	Iteration 27Q: 3 clusters Score -123438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123438.140625 Penalty: 3610.884033
	Iteration 28F: 3 clusters Score -123438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -641649.937500 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -641649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -636250.000000 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -636250 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -637616.937500 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -637616.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -637848.437500 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -637848.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -638017.625000 Penalty: 4342.923828
	Iteration 3F: 3 clusters Score -638017.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -638170.875000 Penalty: 4342.923828
	Iteration 4Q: 3 clusters Score -638170.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -638316.187500 Penalty: 4342.923828
	Iteration 5Q: 3 clusters Score -638316.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -638470.500000 Penalty: 4342.923828
	Iteration 6Q: 3 clusters Score -638470.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -638626.125000 Penalty: 4342.923828
	Iteration 7Q: 3 clusters Score -638626.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -638774.375000 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -638774.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -638924.812500 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -638924.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -639059.187500 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -639059.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -639182.625000 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -639182.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -639292.187500 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -639292.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -639376.250000 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -639376.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -639446.125000 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -639446.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -639490.187500 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -639490.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -639538.875000 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -639538.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -639583.062500 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -639583.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -639620.875000 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -639620.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -639639.437500 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -639639.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -639656.000000 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -639656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -639669.125000 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -639669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -639672.312500 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -639672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -639675.437500 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -639675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -639676.437500 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -639676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -639677.125000 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -639677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -639678.562500 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -639678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -639678.937500 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -639678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -639679.437500 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -639679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -639679.437500 Penalty: 4342.923828
	Iteration 29F: 3 clusters Score -639679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -992942.562500 Penalty: 2292.839600
	Iteration 0F: 2 clusters Score -992942.6 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 5161 members 
Entering Unmasked Estep 
Score: -985098.312500 Penalty: 4585.679199
	Iteration 0F: 3 clusters Score -985098.3 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -987441.562500 Penalty: 4585.679199
	Iteration 1F: 3 clusters Score -987441.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -987816.000000 Penalty: 4585.679199
	Iteration 2F: 3 clusters Score -987816 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -988141.062500 Penalty: 4585.679199
	Iteration 3F: 3 clusters Score -988141.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -988429.812500 Penalty: 4585.679199
	Iteration 4F: 3 clusters Score -988429.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -988697.750000 Penalty: 4585.679199
	Iteration 5Q: 3 clusters Score -988697.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -988938.312500 Penalty: 4585.679199
	Iteration 6Q: 3 clusters Score -988938.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -989131.625000 Penalty: 4585.679199
	Iteration 7Q: 3 clusters Score -989131.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -989301.187500 Penalty: 4585.679199
	Iteration 8Q: 3 clusters Score -989301.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -989469.375000 Penalty: 4585.679199
	Iteration 9Q: 3 clusters Score -989469.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -989616.625000 Penalty: 4585.679199
	Iteration 10Q: 3 clusters Score -989616.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -989719.812500 Penalty: 4585.679199
	Iteration 11Q: 3 clusters Score -989719.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -989802.000000 Penalty: 4585.679199
	Iteration 12Q: 3 clusters Score -989802 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -989870.562500 Penalty: 4585.679199
	Iteration 13Q: 3 clusters Score -989870.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -989933.875000 Penalty: 4585.679199
	Iteration 14Q: 3 clusters Score -989933.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -989984.187500 Penalty: 4585.679199
	Iteration 15Q: 3 clusters Score -989984.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -990028.375000 Penalty: 4585.679199
	Iteration 16Q: 3 clusters Score -990028.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -990067.375000 Penalty: 4585.679199
	Iteration 17Q: 3 clusters Score -990067.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -990114.062500 Penalty: 4585.679199
	Iteration 18Q: 3 clusters Score -990114.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -990148.875000 Penalty: 4585.679199
	Iteration 19Q: 3 clusters Score -990148.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -990191.187500 Penalty: 4585.679199
	Iteration 20F: 3 clusters Score -990191.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -990238.500000 Penalty: 4585.679199
	Iteration 21Q: 3 clusters Score -990238.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -990280.125000 Penalty: 4585.679199
	Iteration 22Q: 3 clusters Score -990280.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -990312.687500 Penalty: 4585.679199
	Iteration 23Q: 3 clusters Score -990312.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -990359.687500 Penalty: 4585.679199
	Iteration 24Q: 3 clusters Score -990359.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -990416.687500 Penalty: 4585.679199
	Iteration 25Q: 3 clusters Score -990416.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -990468.125000 Penalty: 4585.679199
	Iteration 26Q: 3 clusters Score -990468.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -990525.312500 Penalty: 4585.679199
	Iteration 27Q: 3 clusters Score -990525.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -990585.250000 Penalty: 4585.679199
	Iteration 28Q: 3 clusters Score -990585.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -990650.000000 Penalty: 4585.679199
	Iteration 29Q: 3 clusters Score -990650 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -990712.250000 Penalty: 4585.679199
	Iteration 30Q: 3 clusters Score -990712.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -990757.625000 Penalty: 4585.679199
	Iteration 31Q: 3 clusters Score -990757.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -990806.250000 Penalty: 4585.679199
	Iteration 32Q: 3 clusters Score -990806.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -990841.937500 Penalty: 4585.679199
	Iteration 33Q: 3 clusters Score -990841.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -990875.562500 Penalty: 4585.679199
	Iteration 34Q: 3 clusters Score -990875.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -990909.500000 Penalty: 4585.679199
	Iteration 35Q: 3 clusters Score -990909.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -990942.562500 Penalty: 4585.679199
	Iteration 36Q: 3 clusters Score -990942.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -990980.250000 Penalty: 4585.679199
	Iteration 37Q: 3 clusters Score -990980.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -991003.250000 Penalty: 4585.679199
	Iteration 38Q: 3 clusters Score -991003.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -991022.500000 Penalty: 4585.679199
	Iteration 39Q: 3 clusters Score -991022.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -991036.125000 Penalty: 4585.679199
	Iteration 40F: 3 clusters Score -991036.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -991046.437500 Penalty: 4585.679199
	Iteration 41Q: 3 clusters Score -991046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -991058.750000 Penalty: 4585.679199
	Iteration 42Q: 3 clusters Score -991058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -991068.625000 Penalty: 4585.679199
	Iteration 43Q: 3 clusters Score -991068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -991081.187500 Penalty: 4585.679199
	Iteration 44Q: 3 clusters Score -991081.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -991090.750000 Penalty: 4585.679199
	Iteration 45Q: 3 clusters Score -991090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -991103.000000 Penalty: 4585.679199
	Iteration 46Q: 3 clusters Score -991103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -991105.812500 Penalty: 4585.679199
	Iteration 47Q: 3 clusters Score -991105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -991109.062500 Penalty: 4585.679199
	Iteration 48Q: 3 clusters Score -991109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -991116.625000 Penalty: 4585.679199
	Iteration 49Q: 3 clusters Score -991116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -991119.812500 Penalty: 4585.679199
	Iteration 50Q: 3 clusters Score -991119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -991124.437500 Penalty: 4585.679199
	Iteration 51Q: 3 clusters Score -991124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -991128.812500 Penalty: 4585.679199
	Iteration 52Q: 3 clusters Score -991128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -991129.562500 Penalty: 4585.679199
	Iteration 53Q: 3 clusters Score -991129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -991129.562500 Penalty: 4585.679199
	Iteration 54Q: 3 clusters Score -991129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -991131.375000 Penalty: 4585.679199
	Iteration 55Q: 3 clusters Score -991131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -991131.375000 Penalty: 4585.679199
	Iteration 56F: 3 clusters Score -991131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Entering Unmasked Estep 
Score: -981698.937500 Penalty: 2292.408203
	Iteration 0F: 2 clusters Score -981698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -973805.625000 Penalty: 4584.816406
	Iteration 0F: 3 clusters Score -973805.6 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -976164.937500 Penalty: 4584.816406
	Iteration 1F: 3 clusters Score -976164.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -976565.625000 Penalty: 4584.816406
	Iteration 2F: 3 clusters Score -976565.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -976876.062500 Penalty: 4584.816406
	Iteration 3F: 3 clusters Score -976876.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -977152.750000 Penalty: 4584.816406
	Iteration 4Q: 3 clusters Score -977152.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -977387.250000 Penalty: 4584.816406
	Iteration 5Q: 3 clusters Score -977387.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -977594.062500 Penalty: 4584.816406
	Iteration 6Q: 3 clusters Score -977594.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -977792.625000 Penalty: 4584.816406
	Iteration 7Q: 3 clusters Score -977792.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -977998.812500 Penalty: 4584.816406
	Iteration 8Q: 3 clusters Score -977998.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -978216.562500 Penalty: 4584.816406
	Iteration 9Q: 3 clusters Score -978216.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -978423.875000 Penalty: 4584.816406
	Iteration 10Q: 3 clusters Score -978423.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -978592.875000 Penalty: 4584.816406
	Iteration 11Q: 3 clusters Score -978592.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -978729.812500 Penalty: 4584.816406
	Iteration 12Q: 3 clusters Score -978729.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -978825.312500 Penalty: 4584.816406
	Iteration 13Q: 3 clusters Score -978825.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -978899.750000 Penalty: 4584.816406
	Iteration 14Q: 3 clusters Score -978899.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -978952.187500 Penalty: 4584.816406
	Iteration 15Q: 3 clusters Score -978952.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -979007.312500 Penalty: 4584.816406
	Iteration 16Q: 3 clusters Score -979007.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -979059.312500 Penalty: 4584.816406
	Iteration 17Q: 3 clusters Score -979059.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -979102.000000 Penalty: 4584.816406
	Iteration 18Q: 3 clusters Score -979102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -979134.500000 Penalty: 4584.816406
	Iteration 19Q: 3 clusters Score -979134.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -979159.250000 Penalty: 4584.816406
	Iteration 20F: 3 clusters Score -979159.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -979181.562500 Penalty: 4584.816406
	Iteration 21Q: 3 clusters Score -979181.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -979201.687500 Penalty: 4584.816406
	Iteration 22Q: 3 clusters Score -979201.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -979223.062500 Penalty: 4584.816406
	Iteration 23Q: 3 clusters Score -979223.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -979244.812500 Penalty: 4584.816406
	Iteration 24Q: 3 clusters Score -979244.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -979265.187500 Penalty: 4584.816406
	Iteration 25Q: 3 clusters Score -979265.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -979281.625000 Penalty: 4584.816406
	Iteration 26Q: 3 clusters Score -979281.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -979294.187500 Penalty: 4584.816406
	Iteration 27Q: 3 clusters Score -979294.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -979304.375000 Penalty: 4584.816406
	Iteration 28Q: 3 clusters Score -979304.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -979314.562500 Penalty: 4584.816406
	Iteration 29Q: 3 clusters Score -979314.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -979321.375000 Penalty: 4584.816406
	Iteration 30Q: 3 clusters Score -979321.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -979330.375000 Penalty: 4584.816406
	Iteration 31Q: 3 clusters Score -979330.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -979336.375000 Penalty: 4584.816406
	Iteration 32Q: 3 clusters Score -979336.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -979344.250000 Penalty: 4584.816406
	Iteration 33Q: 3 clusters Score -979344.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -979348.875000 Penalty: 4584.816406
	Iteration 34Q: 3 clusters Score -979348.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -979351.687500 Penalty: 4584.816406
	Iteration 35Q: 3 clusters Score -979351.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -979355.500000 Penalty: 4584.816406
	Iteration 36Q: 3 clusters Score -979355.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -979352.812500 Penalty: 4584.816406
	Iteration 37Q: 3 clusters Score -979352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -979360.250000 Penalty: 4584.816406
	Iteration 38Q: 3 clusters Score -979360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -979360.000000 Penalty: 4584.816406
	Iteration 39Q: 3 clusters Score -979360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -979360.500000 Penalty: 4584.816406
	Iteration 40F: 3 clusters Score -979360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -979359.750000 Penalty: 4584.816406
	Iteration 41Q: 3 clusters Score -979359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -979360.750000 Penalty: 4584.816406
	Iteration 42Q: 3 clusters Score -979360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -979361.000000 Penalty: 4584.816406
	Iteration 43Q: 3 clusters Score -979361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -979361.187500 Penalty: 4584.816406
	Iteration 44Q: 3 clusters Score -979361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -979361.562500 Penalty: 4584.816406
	Iteration 45Q: 3 clusters Score -979361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -979361.750000 Penalty: 4584.816406
	Iteration 46Q: 3 clusters Score -979361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -979362.250000 Penalty: 4584.816406
	Iteration 47Q: 3 clusters Score -979362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -979363.562500 Penalty: 4584.816406
	Iteration 48Q: 3 clusters Score -979363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -979366.187500 Penalty: 4584.816406
	Iteration 49Q: 3 clusters Score -979366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -979366.312500 Penalty: 4584.816406
	Iteration 50Q: 3 clusters Score -979366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -979368.875000 Penalty: 4584.816406
	Iteration 51Q: 3 clusters Score -979368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -979368.500000 Penalty: 4584.816406
	Iteration 52Q: 3 clusters Score -979368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -979368.812500 Penalty: 4584.816406
	Iteration 53Q: 3 clusters Score -979368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -979369.687500 Penalty: 4584.816406
	Iteration 54Q: 3 clusters Score -979369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -979369.437500 Penalty: 4584.816406
	Iteration 55Q: 3 clusters Score -979369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -979371.812500 Penalty: 4584.816406
	Iteration 56Q: 3 clusters Score -979371.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -979375.937500 Penalty: 4584.816406
	Iteration 57Q: 3 clusters Score -979375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -979377.437500 Penalty: 4584.816406
	Iteration 58Q: 3 clusters Score -979377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -979379.625000 Penalty: 4584.816406
	Iteration 59Q: 3 clusters Score -979379.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -979380.250000 Penalty: 4584.816406
	Iteration 60F: 3 clusters Score -979380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -979383.125000 Penalty: 4584.816406
	Iteration 61Q: 3 clusters Score -979383.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -979391.250000 Penalty: 4584.816406
	Iteration 62Q: 3 clusters Score -979391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -979393.000000 Penalty: 4584.816406
	Iteration 63Q: 3 clusters Score -979393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -979395.500000 Penalty: 4584.816406
	Iteration 64Q: 3 clusters Score -979395.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -979399.562500 Penalty: 4584.816406
	Iteration 65Q: 3 clusters Score -979399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -979404.625000 Penalty: 4584.816406
	Iteration 66Q: 3 clusters Score -979404.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -979409.812500 Penalty: 4584.816406
	Iteration 67Q: 3 clusters Score -979409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -979411.375000 Penalty: 4584.816406
	Iteration 68Q: 3 clusters Score -979411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -979412.187500 Penalty: 4584.816406
	Iteration 69Q: 3 clusters Score -979412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -979413.125000 Penalty: 4584.816406
	Iteration 70Q: 3 clusters Score -979413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -979414.125000 Penalty: 4584.816406
	Iteration 71Q: 3 clusters Score -979414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -979414.500000 Penalty: 4584.816406
	Iteration 72Q: 3 clusters Score -979414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -979414.375000 Penalty: 4584.816406
	Iteration 73Q: 3 clusters Score -979414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -979415.187500 Penalty: 4584.816406
	Iteration 74Q: 3 clusters Score -979415.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -979419.812500 Penalty: 4584.816406
	Iteration 75Q: 3 clusters Score -979419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -979421.000000 Penalty: 4584.816406
	Iteration 76Q: 3 clusters Score -979421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -979421.937500 Penalty: 4584.816406
	Iteration 77Q: 3 clusters Score -979421.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -979424.437500 Penalty: 4584.816406
	Iteration 78Q: 3 clusters Score -979424.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -979423.750000 Penalty: 4584.816406
	Iteration 79Q: 3 clusters Score -979423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -979431.125000 Penalty: 4584.816406
	Iteration 80F: 3 clusters Score -979431.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -979436.437500 Penalty: 4584.816406
	Iteration 81Q: 3 clusters Score -979436.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -979440.375000 Penalty: 4584.816406
	Iteration 82Q: 3 clusters Score -979440.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -979448.687500 Penalty: 4584.816406
	Iteration 83Q: 3 clusters Score -979448.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -979455.750000 Penalty: 4584.816406
	Iteration 84Q: 3 clusters Score -979455.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -979461.000000 Penalty: 4584.816406
	Iteration 85Q: 3 clusters Score -979461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -979469.062500 Penalty: 4584.816406
	Iteration 86Q: 3 clusters Score -979469.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -979477.812500 Penalty: 4584.816406
	Iteration 87Q: 3 clusters Score -979477.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -979486.000000 Penalty: 4584.816406
	Iteration 88Q: 3 clusters Score -979486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -979498.875000 Penalty: 4584.816406
	Iteration 89Q: 3 clusters Score -979498.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -979515.625000 Penalty: 4584.816406
	Iteration 90Q: 3 clusters Score -979515.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -979530.812500 Penalty: 4584.816406
	Iteration 91Q: 3 clusters Score -979530.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -979554.750000 Penalty: 4584.816406
	Iteration 92Q: 3 clusters Score -979554.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -979590.187500 Penalty: 4584.816406
	Iteration 93Q: 3 clusters Score -979590.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -979619.562500 Penalty: 4584.816406
	Iteration 94Q: 3 clusters Score -979619.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -979651.625000 Penalty: 4584.816406
	Iteration 95Q: 3 clusters Score -979651.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -979685.437500 Penalty: 4584.816406
	Iteration 96Q: 3 clusters Score -979685.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -979720.062500 Penalty: 4584.816406
	Iteration 97Q: 3 clusters Score -979720.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -979748.000000 Penalty: 4584.816406
	Iteration 98Q: 3 clusters Score -979748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -979777.000000 Penalty: 4584.816406
	Iteration 99Q: 3 clusters Score -979777 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -979798.000000 Penalty: 4584.816406
	Iteration 100F: 3 clusters Score -979798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -979811.062500 Penalty: 4584.816406
	Iteration 101Q: 3 clusters Score -979811.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -979820.375000 Penalty: 4584.816406
	Iteration 102Q: 3 clusters Score -979820.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -979834.062500 Penalty: 4584.816406
	Iteration 103Q: 3 clusters Score -979834.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -979847.625000 Penalty: 4584.816406
	Iteration 104Q: 3 clusters Score -979847.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -979856.312500 Penalty: 4584.816406
	Iteration 105Q: 3 clusters Score -979856.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -979865.625000 Penalty: 4584.816406
	Iteration 106Q: 3 clusters Score -979865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -979869.625000 Penalty: 4584.816406
	Iteration 107Q: 3 clusters Score -979869.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -979874.562500 Penalty: 4584.816406
	Iteration 108Q: 3 clusters Score -979874.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -979880.937500 Penalty: 4584.816406
	Iteration 109Q: 3 clusters Score -979880.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -979892.187500 Penalty: 4584.816406
	Iteration 110Q: 3 clusters Score -979892.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -979899.375000 Penalty: 4584.816406
	Iteration 111Q: 3 clusters Score -979899.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -979905.812500 Penalty: 4584.816406
	Iteration 112Q: 3 clusters Score -979905.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -979916.125000 Penalty: 4584.816406
	Iteration 113Q: 3 clusters Score -979916.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -979917.375000 Penalty: 4584.816406
	Iteration 114Q: 3 clusters Score -979917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -979918.312500 Penalty: 4584.816406
	Iteration 115Q: 3 clusters Score -979918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -979921.312500 Penalty: 4584.816406
	Iteration 116Q: 3 clusters Score -979921.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -979922.875000 Penalty: 4584.816406
	Iteration 117Q: 3 clusters Score -979922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -979925.687500 Penalty: 4584.816406
	Iteration 118Q: 3 clusters Score -979925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -979926.500000 Penalty: 4584.816406
	Iteration 119Q: 3 clusters Score -979926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -979927.437500 Penalty: 4584.816406
	Iteration 120F: 3 clusters Score -979927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -979929.187500 Penalty: 4584.816406
	Iteration 121Q: 3 clusters Score -979929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -979928.750000 Penalty: 4584.816406
	Iteration 122Q: 3 clusters Score -979928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -979931.500000 Penalty: 4584.816406
	Iteration 123Q: 3 clusters Score -979931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -979930.187500 Penalty: 4584.816406
	Iteration 124Q: 3 clusters Score -979930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -979933.125000 Penalty: 4584.816406
	Iteration 125Q: 3 clusters Score -979933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -979938.937500 Penalty: 4584.816406
	Iteration 126Q: 3 clusters Score -979938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -979940.125000 Penalty: 4584.816406
	Iteration 127Q: 3 clusters Score -979940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -979941.437500 Penalty: 4584.816406
	Iteration 128Q: 3 clusters Score -979941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -979939.625000 Penalty: 4584.816406
	Iteration 129Q: 3 clusters Score -979939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -979942.062500 Penalty: 4584.816406
	Iteration 130Q: 3 clusters Score -979942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -979942.500000 Penalty: 4584.816406
	Iteration 131Q: 3 clusters Score -979942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -979944.625000 Penalty: 4584.816406
	Iteration 132Q: 3 clusters Score -979944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -979946.000000 Penalty: 4584.816406
	Iteration 133Q: 3 clusters Score -979946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -979946.000000 Penalty: 4584.816406
	Iteration 134F: 3 clusters Score -979946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Entering Unmasked Estep 
Score: -1965472.375000 Penalty: 2451.560303
	Iteration 0F: 2 clusters Score -1965472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1951695.375000 Penalty: 4903.120605
	Iteration 0F: 3 clusters Score -1951695 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1956204.875000 Penalty: 4903.120605
	Iteration 1F: 3 clusters Score -1956205 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1956604.000000 Penalty: 4903.120605
	Iteration 2F: 3 clusters Score -1956604 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1956922.125000 Penalty: 4903.120605
	Iteration 3Q: 3 clusters Score -1956922 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1957196.625000 Penalty: 4903.120605
	Iteration 4Q: 3 clusters Score -1957197 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1957430.750000 Penalty: 4903.120605
	Iteration 5Q: 3 clusters Score -1957431 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1957651.750000 Penalty: 4903.120605
	Iteration 6Q: 3 clusters Score -1957652 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1957861.000000 Penalty: 4903.120605
	Iteration 7Q: 3 clusters Score -1957861 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1958069.000000 Penalty: 4903.120605
	Iteration 8Q: 3 clusters Score -1958069 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1958282.875000 Penalty: 4903.120605
	Iteration 9Q: 3 clusters Score -1958283 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1958499.875000 Penalty: 4903.120605
	Iteration 10Q: 3 clusters Score -1958500 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1958758.750000 Penalty: 4903.120605
	Iteration 11Q: 3 clusters Score -1958759 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1959034.250000 Penalty: 4903.120605
	Iteration 12Q: 3 clusters Score -1959034 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1959320.625000 Penalty: 4903.120605
	Iteration 13Q: 3 clusters Score -1959321 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1959615.500000 Penalty: 4903.120605
	Iteration 14Q: 3 clusters Score -1959616 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1959935.000000 Penalty: 4903.120605
	Iteration 15Q: 3 clusters Score -1959935 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1960257.875000 Penalty: 4903.120605
	Iteration 16Q: 3 clusters Score -1960258 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1960596.875000 Penalty: 4903.120605
	Iteration 17Q: 3 clusters Score -1960597 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1960965.625000 Penalty: 4903.120605
	Iteration 18Q: 3 clusters Score -1960966 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1961349.500000 Penalty: 4903.120605
	Iteration 19Q: 3 clusters Score -1961350 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1961764.000000 Penalty: 4903.120605
	Iteration 20F: 3 clusters Score -1961764 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1962163.750000 Penalty: 4903.120605
	Iteration 21Q: 3 clusters Score -1962164 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1962523.000000 Penalty: 4903.120605
	Iteration 22Q: 3 clusters Score -1962523 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1962776.250000 Penalty: 4903.120605
	Iteration 23Q: 3 clusters Score -1962776 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1962930.000000 Penalty: 4903.120605
	Iteration 24Q: 3 clusters Score -1962930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1963036.500000 Penalty: 4903.120605
	Iteration 25Q: 3 clusters Score -1963036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -1963108.000000 Penalty: 4903.120605
	Iteration 26Q: 3 clusters Score -1963108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1963159.000000 Penalty: 4903.120605
	Iteration 27Q: 3 clusters Score -1963159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1963201.375000 Penalty: 4903.120605
	Iteration 28Q: 3 clusters Score -1963201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1963238.125000 Penalty: 4903.120605
	Iteration 29Q: 3 clusters Score -1963238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1963272.125000 Penalty: 4903.120605
	Iteration 30Q: 3 clusters Score -1963272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1963293.625000 Penalty: 4903.120605
	Iteration 31Q: 3 clusters Score -1963294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1963311.250000 Penalty: 4903.120605
	Iteration 32Q: 3 clusters Score -1963311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1963321.375000 Penalty: 4903.120605
	Iteration 33Q: 3 clusters Score -1963321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1963329.250000 Penalty: 4903.120605
	Iteration 34Q: 3 clusters Score -1963329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1963339.375000 Penalty: 4903.120605
	Iteration 35Q: 3 clusters Score -1963339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1963347.750000 Penalty: 4903.120605
	Iteration 36Q: 3 clusters Score -1963348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1963350.875000 Penalty: 4903.120605
	Iteration 37Q: 3 clusters Score -1963351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1963354.875000 Penalty: 4903.120605
	Iteration 38Q: 3 clusters Score -1963355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1963356.750000 Penalty: 4903.120605
	Iteration 39Q: 3 clusters Score -1963357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1963366.625000 Penalty: 4903.120605
	Iteration 40F: 3 clusters Score -1963367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1963363.000000 Penalty: 4903.120605
	Iteration 41Q: 3 clusters Score -1963363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1963366.625000 Penalty: 4903.120605
	Iteration 42Q: 3 clusters Score -1963367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1963373.250000 Penalty: 4903.120605
	Iteration 43Q: 3 clusters Score -1963373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1963377.625000 Penalty: 4903.120605
	Iteration 44Q: 3 clusters Score -1963378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1963381.750000 Penalty: 4903.120605
	Iteration 45Q: 3 clusters Score -1963382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1963385.875000 Penalty: 4903.120605
	Iteration 46Q: 3 clusters Score -1963386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1963391.875000 Penalty: 4903.120605
	Iteration 47Q: 3 clusters Score -1963392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1963393.125000 Penalty: 4903.120605
	Iteration 48Q: 3 clusters Score -1963393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1963393.625000 Penalty: 4903.120605
	Iteration 49Q: 3 clusters Score -1963394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1963392.125000 Penalty: 4903.120605
	Iteration 50Q: 3 clusters Score -1963392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1963391.250000 Penalty: 4903.120605
	Iteration 51Q: 3 clusters Score -1963391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1963391.250000 Penalty: 4903.120605
	Iteration 52F: 3 clusters Score -1963391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Entering Unmasked Estep 
Score: -2320620.750000 Penalty: 2495.224121
	Iteration 0F: 2 clusters Score -2320621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2304344.750000 Penalty: 4990.448242
	Iteration 0F: 3 clusters Score -2304345 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2310048.750000 Penalty: 4990.448242
	Iteration 1F: 3 clusters Score -2310049 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2310492.500000 Penalty: 4990.448242
	Iteration 2F: 3 clusters Score -2310492 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2310864.750000 Penalty: 4990.448242
	Iteration 3Q: 3 clusters Score -2310865 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2311225.000000 Penalty: 4990.448242
	Iteration 4Q: 3 clusters Score -2311225 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2311619.250000 Penalty: 4990.448242
	Iteration 5Q: 3 clusters Score -2311619 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2312080.750000 Penalty: 4990.448242
	Iteration 6Q: 3 clusters Score -2312081 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2312670.250000 Penalty: 4990.448242
	Iteration 7Q: 3 clusters Score -2312670 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2313360.750000 Penalty: 4990.448242
	Iteration 8Q: 3 clusters Score -2313361 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2314099.750000 Penalty: 4990.448242
	Iteration 9F: 3 clusters Score -2314100 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2314741.250000 Penalty: 4990.448242
	Iteration 10Q: 3 clusters Score -2314741 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2315293.000000 Penalty: 4990.448242
	Iteration 11Q: 3 clusters Score -2315293 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2315716.750000 Penalty: 4990.448242
	Iteration 12Q: 3 clusters Score -2315717 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2316085.500000 Penalty: 4990.448242
	Iteration 13Q: 3 clusters Score -2316086 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2316360.000000 Penalty: 4990.448242
	Iteration 14Q: 3 clusters Score -2316360 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2316593.000000 Penalty: 4990.448242
	Iteration 15Q: 3 clusters Score -2316593 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2316799.000000 Penalty: 4990.448242
	Iteration 16Q: 3 clusters Score -2316799 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2316971.250000 Penalty: 4990.448242
	Iteration 17Q: 3 clusters Score -2316971 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2317142.500000 Penalty: 4990.448242
	Iteration 18Q: 3 clusters Score -2317142 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2317305.000000 Penalty: 4990.448242
	Iteration 19Q: 3 clusters Score -2317305 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2317451.750000 Penalty: 4990.448242
	Iteration 20F: 3 clusters Score -2317452 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2317589.000000 Penalty: 4990.448242
	Iteration 21Q: 3 clusters Score -2317589 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2317704.500000 Penalty: 4990.448242
	Iteration 22Q: 3 clusters Score -2317704 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2317834.750000 Penalty: 4990.448242
	Iteration 23Q: 3 clusters Score -2317835 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2317942.750000 Penalty: 4990.448242
	Iteration 24Q: 3 clusters Score -2317943 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2318064.500000 Penalty: 4990.448242
	Iteration 25Q: 3 clusters Score -2318064 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2318176.500000 Penalty: 4990.448242
	Iteration 26Q: 3 clusters Score -2318176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2318278.000000 Penalty: 4990.448242
	Iteration 27Q: 3 clusters Score -2318278 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2318355.500000 Penalty: 4990.448242
	Iteration 28Q: 3 clusters Score -2318356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2318432.750000 Penalty: 4990.448242
	Iteration 29Q: 3 clusters Score -2318433 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2318489.500000 Penalty: 4990.448242
	Iteration 30Q: 3 clusters Score -2318490 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2318538.000000 Penalty: 4990.448242
	Iteration 31Q: 3 clusters Score -2318538 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2318590.000000 Penalty: 4990.448242
	Iteration 32Q: 3 clusters Score -2318590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2318636.000000 Penalty: 4990.448242
	Iteration 33Q: 3 clusters Score -2318636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2318678.500000 Penalty: 4990.448242
	Iteration 34Q: 3 clusters Score -2318678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2318708.000000 Penalty: 4990.448242
	Iteration 35Q: 3 clusters Score -2318708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2318736.250000 Penalty: 4990.448242
	Iteration 36Q: 3 clusters Score -2318736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2318767.750000 Penalty: 4990.448242
	Iteration 37Q: 3 clusters Score -2318768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2318794.500000 Penalty: 4990.448242
	Iteration 38Q: 3 clusters Score -2318794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2318814.250000 Penalty: 4990.448242
	Iteration 39Q: 3 clusters Score -2318814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2318833.250000 Penalty: 4990.448242
	Iteration 40F: 3 clusters Score -2318833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2318847.500000 Penalty: 4990.448242
	Iteration 41Q: 3 clusters Score -2318848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2318855.250000 Penalty: 4990.448242
	Iteration 42Q: 3 clusters Score -2318855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2318862.500000 Penalty: 4990.448242
	Iteration 43Q: 3 clusters Score -2318862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2318865.250000 Penalty: 4990.448242
	Iteration 44Q: 3 clusters Score -2318865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2318866.250000 Penalty: 4990.448242
	Iteration 45Q: 3 clusters Score -2318866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2318868.750000 Penalty: 4990.448242
	Iteration 46Q: 3 clusters Score -2318869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2318874.250000 Penalty: 4990.448242
	Iteration 47Q: 3 clusters Score -2318874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2318873.750000 Penalty: 4990.448242
	Iteration 48Q: 3 clusters Score -2318874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2318871.250000 Penalty: 4990.448242
	Iteration 49Q: 3 clusters Score -2318871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2318870.750000 Penalty: 4990.448242
	Iteration 50Q: 3 clusters Score -2318871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2318878.000000 Penalty: 4990.448242
	Iteration 51Q: 3 clusters Score -2318878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2318879.750000 Penalty: 4990.448242
	Iteration 52Q: 3 clusters Score -2318880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2318882.000000 Penalty: 4990.448242
	Iteration 53Q: 3 clusters Score -2318882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2318883.750000 Penalty: 4990.448242
	Iteration 54Q: 3 clusters Score -2318884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2318883.000000 Penalty: 4990.448242
	Iteration 55Q: 3 clusters Score -2318883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2318883.500000 Penalty: 4990.448242
	Iteration 56Q: 3 clusters Score -2318884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2318884.500000 Penalty: 4990.448242
	Iteration 57Q: 3 clusters Score -2318884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2318885.000000 Penalty: 4990.448242
	Iteration 58Q: 3 clusters Score -2318885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2318884.250000 Penalty: 4990.448242
	Iteration 59Q: 3 clusters Score -2318884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2318885.500000 Penalty: 4990.448242
	Iteration 60F: 3 clusters Score -2318886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -593857.312500 Penalty: 2154.611084
	Iteration 0F: 2 clusters Score -593857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -588722.187500 Penalty: 4309.222168
	Iteration 0F: 3 clusters Score -588722.2 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -590068.250000 Penalty: 4309.222168
	Iteration 1F: 3 clusters Score -590068.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -590377.187500 Penalty: 4309.222168
	Iteration 2F: 3 clusters Score -590377.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -590562.000000 Penalty: 4309.222168
	Iteration 3F: 3 clusters Score -590562 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -590715.250000 Penalty: 4309.222168
	Iteration 4Q: 3 clusters Score -590715.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -590850.062500 Penalty: 4309.222168
	Iteration 5Q: 3 clusters Score -590850.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -590991.687500 Penalty: 4309.222168
	Iteration 6Q: 3 clusters Score -590991.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -591133.687500 Penalty: 4309.222168
	Iteration 7Q: 3 clusters Score -591133.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -591278.250000 Penalty: 4309.222168
	Iteration 8Q: 3 clusters Score -591278.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -591416.937500 Penalty: 4309.222168
	Iteration 9Q: 3 clusters Score -591416.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -591515.937500 Penalty: 4309.222168
	Iteration 10Q: 3 clusters Score -591515.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -591585.000000 Penalty: 4309.222168
	Iteration 11Q: 3 clusters Score -591585 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -591630.250000 Penalty: 4309.222168
	Iteration 12Q: 3 clusters Score -591630.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -591661.687500 Penalty: 4309.222168
	Iteration 13Q: 3 clusters Score -591661.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -591685.375000 Penalty: 4309.222168
	Iteration 14Q: 3 clusters Score -591685.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -591705.187500 Penalty: 4309.222168
	Iteration 15Q: 3 clusters Score -591705.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -591724.500000 Penalty: 4309.222168
	Iteration 16Q: 3 clusters Score -591724.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -591742.062500 Penalty: 4309.222168
	Iteration 17Q: 3 clusters Score -591742.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -591758.437500 Penalty: 4309.222168
	Iteration 18Q: 3 clusters Score -591758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -591778.250000 Penalty: 4309.222168
	Iteration 19Q: 3 clusters Score -591778.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -591796.000000 Penalty: 4309.222168
	Iteration 20F: 3 clusters Score -591796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -591814.562500 Penalty: 4309.222168
	Iteration 21Q: 3 clusters Score -591814.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -591826.562500 Penalty: 4309.222168
	Iteration 22Q: 3 clusters Score -591826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -591839.625000 Penalty: 4309.222168
	Iteration 23Q: 3 clusters Score -591839.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -591849.875000 Penalty: 4309.222168
	Iteration 24Q: 3 clusters Score -591849.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -591858.375000 Penalty: 4309.222168
	Iteration 25Q: 3 clusters Score -591858.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -591868.750000 Penalty: 4309.222168
	Iteration 26Q: 3 clusters Score -591868.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -591876.687500 Penalty: 4309.222168
	Iteration 27Q: 3 clusters Score -591876.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -591887.375000 Penalty: 4309.222168
	Iteration 28Q: 3 clusters Score -591887.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -591897.000000 Penalty: 4309.222168
	Iteration 29Q: 3 clusters Score -591897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -591906.750000 Penalty: 4309.222168
	Iteration 30Q: 3 clusters Score -591906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -591912.000000 Penalty: 4309.222168
	Iteration 31Q: 3 clusters Score -591912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -591915.625000 Penalty: 4309.222168
	Iteration 32Q: 3 clusters Score -591915.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -591919.000000 Penalty: 4309.222168
	Iteration 33Q: 3 clusters Score -591919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -591923.875000 Penalty: 4309.222168
	Iteration 34Q: 3 clusters Score -591923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -591929.187500 Penalty: 4309.222168
	Iteration 35Q: 3 clusters Score -591929.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -591935.250000 Penalty: 4309.222168
	Iteration 36Q: 3 clusters Score -591935.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -591939.562500 Penalty: 4309.222168
	Iteration 37Q: 3 clusters Score -591939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -591942.312500 Penalty: 4309.222168
	Iteration 38Q: 3 clusters Score -591942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -591942.625000 Penalty: 4309.222168
	Iteration 39Q: 3 clusters Score -591942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -591944.500000 Penalty: 4309.222168
	Iteration 40F: 3 clusters Score -591944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -591945.875000 Penalty: 4309.222168
	Iteration 41Q: 3 clusters Score -591945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -591947.625000 Penalty: 4309.222168
	Iteration 42Q: 3 clusters Score -591947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -591949.125000 Penalty: 4309.222168
	Iteration 43Q: 3 clusters Score -591949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -591952.375000 Penalty: 4309.222168
	Iteration 44Q: 3 clusters Score -591952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -591952.625000 Penalty: 4309.222168
	Iteration 45Q: 3 clusters Score -591952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -591953.062500 Penalty: 4309.222168
	Iteration 46Q: 3 clusters Score -591953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -591955.062500 Penalty: 4309.222168
	Iteration 47Q: 3 clusters Score -591955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -591955.250000 Penalty: 4309.222168
	Iteration 48Q: 3 clusters Score -591955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -591954.812500 Penalty: 4309.222168
	Iteration 49Q: 3 clusters Score -591954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -591957.437500 Penalty: 4309.222168
	Iteration 50Q: 3 clusters Score -591957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -591956.625000 Penalty: 4309.222168
	Iteration 51Q: 3 clusters Score -591956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -591957.562500 Penalty: 4309.222168
	Iteration 52Q: 3 clusters Score -591957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -591958.562500 Penalty: 4309.222168
	Iteration 53Q: 3 clusters Score -591958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -591959.312500 Penalty: 4309.222168
	Iteration 54Q: 3 clusters Score -591959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -591959.312500 Penalty: 4309.222168
	Iteration 55F: 3 clusters Score -591959.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Entering Unmasked Estep 
Score: -737566.937500 Penalty: 2213.940918
	Iteration 0F: 2 clusters Score -737566.9 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 3812 members 
Entering Unmasked Estep 
Score: -731539.562500 Penalty: 4427.881836
	Iteration 0F: 3 clusters Score -731539.6 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -733238.000000 Penalty: 4427.881836
	Iteration 1F: 3 clusters Score -733238 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -733577.937500 Penalty: 4427.881836
	Iteration 2F: 3 clusters Score -733577.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -733928.437500 Penalty: 4427.881836
	Iteration 3F: 3 clusters Score -733928.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -734326.500000 Penalty: 4427.881836
	Iteration 4F: 3 clusters Score -734326.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -734761.562500 Penalty: 4427.881836
	Iteration 5F: 3 clusters Score -734761.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -735210.812500 Penalty: 4427.881836
	Iteration 6F: 3 clusters Score -735210.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -735591.625000 Penalty: 4427.881836
	Iteration 7F: 3 clusters Score -735591.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -735891.562500 Penalty: 4427.881836
	Iteration 8F: 3 clusters Score -735891.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -736151.562500 Penalty: 4427.881836
	Iteration 9Q: 3 clusters Score -736151.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -736316.437500 Penalty: 4427.881836
	Iteration 10Q: 3 clusters Score -736316.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -736416.750000 Penalty: 4427.881836
	Iteration 11Q: 3 clusters Score -736416.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -736489.312500 Penalty: 4427.881836
	Iteration 12Q: 3 clusters Score -736489.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -736535.562500 Penalty: 4427.881836
	Iteration 13Q: 3 clusters Score -736535.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -736560.437500 Penalty: 4427.881836
	Iteration 14Q: 3 clusters Score -736560.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -736578.000000 Penalty: 4427.881836
	Iteration 15Q: 3 clusters Score -736578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -736595.000000 Penalty: 4427.881836
	Iteration 16Q: 3 clusters Score -736595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -736610.375000 Penalty: 4427.881836
	Iteration 17Q: 3 clusters Score -736610.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -736619.625000 Penalty: 4427.881836
	Iteration 18Q: 3 clusters Score -736619.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -736630.437500 Penalty: 4427.881836
	Iteration 19Q: 3 clusters Score -736630.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -736638.562500 Penalty: 4427.881836
	Iteration 20F: 3 clusters Score -736638.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -736644.437500 Penalty: 4427.881836
	Iteration 21Q: 3 clusters Score -736644.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -736659.000000 Penalty: 4427.881836
	Iteration 22Q: 3 clusters Score -736659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -736677.875000 Penalty: 4427.881836
	Iteration 23Q: 3 clusters Score -736677.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -736688.687500 Penalty: 4427.881836
	Iteration 24Q: 3 clusters Score -736688.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -736703.437500 Penalty: 4427.881836
	Iteration 25Q: 3 clusters Score -736703.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -736718.375000 Penalty: 4427.881836
	Iteration 26Q: 3 clusters Score -736718.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -736734.062500 Penalty: 4427.881836
	Iteration 27Q: 3 clusters Score -736734.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -736741.437500 Penalty: 4427.881836
	Iteration 28Q: 3 clusters Score -736741.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -736753.125000 Penalty: 4427.881836
	Iteration 29Q: 3 clusters Score -736753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -736755.625000 Penalty: 4427.881836
	Iteration 30Q: 3 clusters Score -736755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -736760.000000 Penalty: 4427.881836
	Iteration 31Q: 3 clusters Score -736760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -736764.875000 Penalty: 4427.881836
	Iteration 32Q: 3 clusters Score -736764.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -736769.937500 Penalty: 4427.881836
	Iteration 33Q: 3 clusters Score -736769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -736772.750000 Penalty: 4427.881836
	Iteration 34Q: 3 clusters Score -736772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -736775.250000 Penalty: 4427.881836
	Iteration 35Q: 3 clusters Score -736775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -736779.812500 Penalty: 4427.881836
	Iteration 36Q: 3 clusters Score -736779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -736781.437500 Penalty: 4427.881836
	Iteration 37Q: 3 clusters Score -736781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -736781.937500 Penalty: 4427.881836
	Iteration 38Q: 3 clusters Score -736781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -736786.562500 Penalty: 4427.881836
	Iteration 39Q: 3 clusters Score -736786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -736789.312500 Penalty: 4427.881836
	Iteration 40F: 3 clusters Score -736789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -736791.375000 Penalty: 4427.881836
	Iteration 41Q: 3 clusters Score -736791.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -736796.000000 Penalty: 4427.881836
	Iteration 42Q: 3 clusters Score -736796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -736796.687500 Penalty: 4427.881836
	Iteration 43Q: 3 clusters Score -736796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -736797.750000 Penalty: 4427.881836
	Iteration 44Q: 3 clusters Score -736797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -736800.750000 Penalty: 4427.881836
	Iteration 45Q: 3 clusters Score -736800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -736801.562500 Penalty: 4427.881836
	Iteration 46Q: 3 clusters Score -736801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -736801.250000 Penalty: 4427.881836
	Iteration 47Q: 3 clusters Score -736801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -736802.625000 Penalty: 4427.881836
	Iteration 48Q: 3 clusters Score -736802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -736801.812500 Penalty: 4427.881836
	Iteration 49Q: 3 clusters Score -736801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -736803.562500 Penalty: 4427.881836
	Iteration 50Q: 3 clusters Score -736803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -736804.687500 Penalty: 4427.881836
	Iteration 51Q: 3 clusters Score -736804.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -736809.250000 Penalty: 4427.881836
	Iteration 52Q: 3 clusters Score -736809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -736810.500000 Penalty: 4427.881836
	Iteration 53Q: 3 clusters Score -736810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -736810.312500 Penalty: 4427.881836
	Iteration 54Q: 3 clusters Score -736810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -736813.187500 Penalty: 4427.881836
	Iteration 55Q: 3 clusters Score -736813.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -736816.250000 Penalty: 4427.881836
	Iteration 56Q: 3 clusters Score -736816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -736817.625000 Penalty: 4427.881836
	Iteration 57Q: 3 clusters Score -736817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -736819.750000 Penalty: 4427.881836
	Iteration 58Q: 3 clusters Score -736819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -736823.187500 Penalty: 4427.881836
	Iteration 59Q: 3 clusters Score -736823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -736825.187500 Penalty: 4427.881836
	Iteration 60F: 3 clusters Score -736825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -736827.437500 Penalty: 4427.881836
	Iteration 61Q: 3 clusters Score -736827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -736826.875000 Penalty: 4427.881836
	Iteration 62Q: 3 clusters Score -736826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -736830.625000 Penalty: 4427.881836
	Iteration 63Q: 3 clusters Score -736830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -736832.062500 Penalty: 4427.881836
	Iteration 64Q: 3 clusters Score -736832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -736833.000000 Penalty: 4427.881836
	Iteration 65Q: 3 clusters Score -736833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -736834.750000 Penalty: 4427.881836
	Iteration 66Q: 3 clusters Score -736834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -736835.250000 Penalty: 4427.881836
	Iteration 67Q: 3 clusters Score -736835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -736835.687500 Penalty: 4427.881836
	Iteration 68Q: 3 clusters Score -736835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -736836.500000 Penalty: 4427.881836
	Iteration 69Q: 3 clusters Score -736836.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -736837.437500 Penalty: 4427.881836
	Iteration 70Q: 3 clusters Score -736837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -736837.437500 Penalty: 4427.881836
	Iteration 71F: 3 clusters Score -736837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 29880 members 
Mstep: Class 7 contains 42269 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61590 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 18685 members 
Mstep: Class 15 contains 12427 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98735 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3994 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23421 members 
Mstep: Class 42 contains 5931 members 
Mstep: Class 43 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961720.000000 Penalty: 142338.593750
Iteration 319Q: 44 clusters Score -5.896172e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 29883 members 
Mstep: Class 7 contains 42216 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61592 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 18681 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16275 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15397 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98740 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3993 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19643 members 
Mstep: Class 41 contains 23425 members 
Mstep: Class 42 contains 5932 members 
Mstep: Class 43 contains 7572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961720.000000 Penalty: 142338.593750
Iteration 320F: 44 clusters Score -5.896172e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 42165 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61594 members 
Mstep: Class 13 contains 15063 members 
Mstep: Class 14 contains 18678 members 
Mstep: Class 15 contains 12425 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16273 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98743 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 3993 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23425 members 
Mstep: Class 42 contains 5933 members 
Mstep: Class 43 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961772.000000 Penalty: 142338.593750
Iteration 321Q: 44 clusters Score -5.896177e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 42112 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61594 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 18678 members 
Mstep: Class 15 contains 12420 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16278 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 15411 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98745 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3995 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23421 members 
Mstep: Class 42 contains 5934 members 
Mstep: Class 43 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961712.000000 Penalty: 142338.593750
Iteration 322Q: 44 clusters Score -5.896171e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 29889 members 
Mstep: Class 7 contains 42068 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61595 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 18677 members 
Mstep: Class 15 contains 12417 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16283 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 15413 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98747 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23423 members 
Mstep: Class 42 contains 5935 members 
Mstep: Class 43 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961724.000000 Penalty: 142338.593750
Iteration 323Q: 44 clusters Score -5.896172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 29889 members 
Mstep: Class 7 contains 42031 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 61596 members 
Mstep: Class 13 contains 15058 members 
Mstep: Class 14 contains 18671 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16290 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 15415 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98754 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23423 members 
Mstep: Class 42 contains 5938 members 
Mstep: Class 43 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961812.000000 Penalty: 142338.593750
Iteration 324Q: 44 clusters Score -5.896181e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 29889 members 
Mstep: Class 7 contains 41993 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 61597 members 
Mstep: Class 13 contains 15051 members 
Mstep: Class 14 contains 18666 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16290 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 15414 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98759 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23424 members 
Mstep: Class 42 contains 5938 members 
Mstep: Class 43 contains 7779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961868.000000 Penalty: 142338.593750
Iteration 325Q: 44 clusters Score -5.896187e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 29890 members 
Mstep: Class 7 contains 41955 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 18662 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16289 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 15419 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98763 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23426 members 
Mstep: Class 42 contains 5939 members 
Mstep: Class 43 contains 7813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961880.000000 Penalty: 142338.593750
Iteration 326Q: 44 clusters Score -5.896188e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 41908 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 18658 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25299 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16290 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15426 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98767 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23429 members 
Mstep: Class 42 contains 5939 members 
Mstep: Class 43 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961996.000000 Penalty: 142338.593750
Iteration 327Q: 44 clusters Score -5.8962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 29889 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 18653 members 
Mstep: Class 15 contains 12408 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16292 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98771 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23432 members 
Mstep: Class 42 contains 5939 members 
Mstep: Class 43 contains 7893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961952.000000 Penalty: 142338.593750
Iteration 328Q: 44 clusters Score -5.896195e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 29890 members 
Mstep: Class 7 contains 41812 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 18648 members 
Mstep: Class 15 contains 12409 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16294 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 15445 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98775 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23434 members 
Mstep: Class 42 contains 5939 members 
Mstep: Class 43 contains 7929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961932.000000 Penalty: 142338.593750
Iteration 329Q: 44 clusters Score -5.896193e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 41772 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 12409 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9865 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 15459 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98779 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23439 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 7956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961852.000000 Penalty: 142338.593750
Iteration 330Q: 44 clusters Score -5.896185e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 41750 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15038 members 
Mstep: Class 14 contains 18640 members 
Mstep: Class 15 contains 12410 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 15466 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 98784 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10338 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23439 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 7976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961808.000000 Penalty: 142338.593750
Iteration 331Q: 44 clusters Score -5.896181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 41738 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15037 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12410 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 15467 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8912 members 
Mstep: Class 29 contains 98787 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23436 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 7991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961732.000000 Penalty: 142338.593750
Iteration 332Q: 44 clusters Score -5.896173e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 41718 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15036 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12411 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 15473 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23436 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961756.000000 Penalty: 142338.593750
Iteration 333Q: 44 clusters Score -5.896176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 7 contains 41709 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15034 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 15476 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19637 members 
Mstep: Class 41 contains 23437 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961724.000000 Penalty: 142338.593750
Iteration 334Q: 44 clusters Score -5.896172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15033 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 15477 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19637 members 
Mstep: Class 41 contains 23439 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961728.000000 Penalty: 142338.593750
Iteration 335Q: 44 clusters Score -5.896173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 29878 members 
Mstep: Class 7 contains 41685 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15033 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12417 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15481 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19637 members 
Mstep: Class 41 contains 23440 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961748.000000 Penalty: 142338.593750
Iteration 336Q: 44 clusters Score -5.896175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41670 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12419 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15486 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10355 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19637 members 
Mstep: Class 41 contains 23441 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961832.000000 Penalty: 142338.593750
Iteration 337Q: 44 clusters Score -5.896183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41660 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12420 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15487 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10354 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23440 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961804.000000 Penalty: 142338.593750
Iteration 338Q: 44 clusters Score -5.89618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6405 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41647 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12421 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15490 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10352 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23438 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961820.000000 Penalty: 142338.593750
Iteration 339Q: 44 clusters Score -5.896182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6406 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12419 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15492 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3997 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23440 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 8059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961792.000000 Penalty: 142338.593750
Iteration 340F: 44 clusters Score -5.896179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41616 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15032 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12418 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15494 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23442 members 
Mstep: Class 42 contains 5941 members 
Mstep: Class 43 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961836.000000 Penalty: 142338.593750
Iteration 341Q: 44 clusters Score -5.896184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 41593 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12419 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 15500 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23443 members 
Mstep: Class 42 contains 5943 members 
Mstep: Class 43 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961848.000000 Penalty: 142338.593750
Iteration 342Q: 44 clusters Score -5.896185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 29878 members 
Mstep: Class 7 contains 41567 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12420 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 6148 members 
Mstep: Class 25 contains 15507 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23445 members 
Mstep: Class 42 contains 5943 members 
Mstep: Class 43 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961860.000000 Penalty: 142338.593750
Iteration 343Q: 44 clusters Score -5.896186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 29876 members 
Mstep: Class 7 contains 41552 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12416 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 15506 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19638 members 
Mstep: Class 41 contains 23448 members 
Mstep: Class 42 contains 5944 members 
Mstep: Class 43 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961892.000000 Penalty: 142338.593750
Iteration 344Q: 44 clusters Score -5.896189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 41540 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15030 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15935 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 15506 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22289 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1208 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23453 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 8130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961868.000000 Penalty: 142338.593750
Iteration 345Q: 44 clusters Score -5.896187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 29866 members 
Mstep: Class 7 contains 41523 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15029 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12416 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15934 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 15508 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23460 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 8141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961920.000000 Penalty: 142338.593750
Iteration 346Q: 44 clusters Score -5.896192e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 29861 members 
Mstep: Class 7 contains 41486 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15027 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15934 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16310 members 
Mstep: Class 24 contains 6155 members 
Mstep: Class 25 contains 15514 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23464 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 8172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961900.000000 Penalty: 142338.593750
Iteration 347Q: 44 clusters Score -5.89619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 29857 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15026 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12411 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 15935 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16309 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 15515 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19639 members 
Mstep: Class 41 contains 23463 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961912.000000 Penalty: 142338.593750
Iteration 348Q: 44 clusters Score -5.896191e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 29854 members 
Mstep: Class 7 contains 41433 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16312 members 
Mstep: Class 24 contains 6159 members 
Mstep: Class 25 contains 15518 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3998 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19640 members 
Mstep: Class 41 contains 23462 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961856.000000 Penalty: 142338.593750
Iteration 349Q: 44 clusters Score -5.896186e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 29855 members 
Mstep: Class 7 contains 41406 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61600 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12417 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16320 members 
Mstep: Class 24 contains 6159 members 
Mstep: Class 25 contains 15521 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23463 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961920.000000 Penalty: 142338.593750
Iteration 350Q: 44 clusters Score -5.896192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 29853 members 
Mstep: Class 7 contains 41383 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61601 members 
Mstep: Class 13 contains 15020 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15938 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 15521 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98790 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23467 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 8268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961952.000000 Penalty: 142338.593750
Iteration 351Q: 44 clusters Score -5.896195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 29854 members 
Mstep: Class 7 contains 41367 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16321 members 
Mstep: Class 24 contains 6161 members 
Mstep: Class 25 contains 15521 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98790 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23467 members 
Mstep: Class 42 contains 5947 members 
Mstep: Class 43 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961968.000000 Penalty: 142338.593750
Iteration 352Q: 44 clusters Score -5.896197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 29851 members 
Mstep: Class 7 contains 41353 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16325 members 
Mstep: Class 24 contains 6161 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98791 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23463 members 
Mstep: Class 42 contains 5947 members 
Mstep: Class 43 contains 8300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961936.000000 Penalty: 142338.593750
Iteration 353Q: 44 clusters Score -5.896194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 29851 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15942 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16325 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 15522 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98790 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23464 members 
Mstep: Class 42 contains 5948 members 
Mstep: Class 43 contains 8333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961924.000000 Penalty: 142338.593750
Iteration 354Q: 44 clusters Score -5.896192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41298 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16326 members 
Mstep: Class 24 contains 6164 members 
Mstep: Class 25 contains 15522 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98790 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23467 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961916.000000 Penalty: 142338.593750
Iteration 355Q: 44 clusters Score -5.896192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41271 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61602 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16327 members 
Mstep: Class 24 contains 6164 members 
Mstep: Class 25 contains 15521 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98790 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23470 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961964.000000 Penalty: 142338.593750
Iteration 356Q: 44 clusters Score -5.896196e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41247 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16327 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 15522 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98790 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23474 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961908.000000 Penalty: 142338.593750
Iteration 357Q: 44 clusters Score -5.896191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41231 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 15521 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23481 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961956.000000 Penalty: 142338.593750
Iteration 358Q: 44 clusters Score -5.896196e+07 nChanged 45
Entering ConstructFrom: 
Score: -58961956.000000 Penalty: 142338.593750
Entering ConstructFrom: 
Trying to split cluster 1 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -237188.156250 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -237188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -233989.500000 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -233989.5 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -235113.593750 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -235113.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -235747.968750 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -235748 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -236322.281250 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -236322.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -236806.968750 Penalty: 3993.781250
	Iteration 4F: 3 clusters Score -236807 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -237175.390625 Penalty: 3993.781250
	Iteration 5F: 3 clusters Score -237175.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -237386.671875 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -237386.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -237490.515625 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -237490.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -237556.593750 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -237556.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -237602.718750 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -237602.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -237630.312500 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -237630.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -237652.359375 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -237652.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -237665.781250 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -237665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -237683.546875 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -237683.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -237692.078125 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -237692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -237699.781250 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -237699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -237708.281250 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -237708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -237713.750000 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -237713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -237718.656250 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -237718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -237723.359375 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -237723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -237724.156250 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -237724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -237724.828125 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -237724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -237725.265625 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -237725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -237725.562500 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -237725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -237726.343750 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -237726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -237726.546875 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -237726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -237726.546875 Penalty: 3993.781250
	Iteration 26F: 3 clusters Score -237726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41203 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61604 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23488 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 1689 members 
Entering Unmasked Estep 
Score: -58961136.000000 Penalty: 145648.796875
Splitting cluster 1 changes total score from -58961956.000000 to -58961136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -250990.468750 Penalty: 1962.190063
	Iteration 0F: 2 clusters Score -250990.5 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 1361 members 
Entering Unmasked Estep 
Score: -247927.593750 Penalty: 3924.380127
	Iteration 0F: 3 clusters Score -247927.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -248625.421875 Penalty: 3924.380127
	Iteration 1F: 3 clusters Score -248625.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -248787.703125 Penalty: 3924.380127
	Iteration 2F: 3 clusters Score -248787.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -248900.515625 Penalty: 3924.380127
	Iteration 3Q: 3 clusters Score -248900.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -249009.578125 Penalty: 3924.380127
	Iteration 4Q: 3 clusters Score -249009.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249076.781250 Penalty: 3924.380127
	Iteration 5Q: 3 clusters Score -249076.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -249115.390625 Penalty: 3924.380127
	Iteration 6Q: 3 clusters Score -249115.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -249146.328125 Penalty: 3924.380127
	Iteration 7Q: 3 clusters Score -249146.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -249165.984375 Penalty: 3924.380127
	Iteration 8Q: 3 clusters Score -249166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -249177.609375 Penalty: 3924.380127
	Iteration 9Q: 3 clusters Score -249177.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -249191.328125 Penalty: 3924.380127
	Iteration 10Q: 3 clusters Score -249191.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -249205.906250 Penalty: 3924.380127
	Iteration 11Q: 3 clusters Score -249205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -249211.859375 Penalty: 3924.380127
	Iteration 12Q: 3 clusters Score -249211.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249217.187500 Penalty: 3924.380127
	Iteration 13Q: 3 clusters Score -249217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249223.859375 Penalty: 3924.380127
	Iteration 14Q: 3 clusters Score -249223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -249230.171875 Penalty: 3924.380127
	Iteration 15Q: 3 clusters Score -249230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -249236.125000 Penalty: 3924.380127
	Iteration 16Q: 3 clusters Score -249236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -249242.531250 Penalty: 3924.380127
	Iteration 17Q: 3 clusters Score -249242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -249249.687500 Penalty: 3924.380127
	Iteration 18Q: 3 clusters Score -249249.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -249252.640625 Penalty: 3924.380127
	Iteration 19Q: 3 clusters Score -249252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -249257.468750 Penalty: 3924.380127
	Iteration 20F: 3 clusters Score -249257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -249261.546875 Penalty: 3924.380127
	Iteration 21Q: 3 clusters Score -249261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -249263.171875 Penalty: 3924.380127
	Iteration 22Q: 3 clusters Score -249263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249264.953125 Penalty: 3924.380127
	Iteration 23Q: 3 clusters Score -249265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -249269.343750 Penalty: 3924.380127
	Iteration 24Q: 3 clusters Score -249269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -249272.296875 Penalty: 3924.380127
	Iteration 25Q: 3 clusters Score -249272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -249275.062500 Penalty: 3924.380127
	Iteration 26Q: 3 clusters Score -249275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -249278.937500 Penalty: 3924.380127
	Iteration 27Q: 3 clusters Score -249278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -249280.781250 Penalty: 3924.380127
	Iteration 28Q: 3 clusters Score -249280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -249282.281250 Penalty: 3924.380127
	Iteration 29Q: 3 clusters Score -249282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -249282.968750 Penalty: 3924.380127
	Iteration 30Q: 3 clusters Score -249283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -249284.031250 Penalty: 3924.380127
	Iteration 31Q: 3 clusters Score -249284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -249284.234375 Penalty: 3924.380127
	Iteration 32Q: 3 clusters Score -249284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -249284.234375 Penalty: 3924.380127
	Iteration 33F: 3 clusters Score -249284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Entering Unmasked Estep 
Score: -2424698.250000 Penalty: 2510.788818
	Iteration 0F: 2 clusters Score -2424698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2407453.250000 Penalty: 5021.577637
	Iteration 0F: 3 clusters Score -2407453 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2413398.250000 Penalty: 5021.577637
	Iteration 1F: 3 clusters Score -2413398 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2413838.500000 Penalty: 5021.577637
	Iteration 2F: 3 clusters Score -2413838 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2414237.500000 Penalty: 5021.577637
	Iteration 3Q: 3 clusters Score -2414238 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2414742.500000 Penalty: 5021.577637
	Iteration 4Q: 3 clusters Score -2414742 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2415460.500000 Penalty: 5021.577637
	Iteration 5F: 3 clusters Score -2415460 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2416411.750000 Penalty: 5021.577637
	Iteration 6F: 3 clusters Score -2416412 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2417401.000000 Penalty: 5021.577637
	Iteration 7F: 3 clusters Score -2417401 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2418284.500000 Penalty: 5021.577637
	Iteration 8F: 3 clusters Score -2418284 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2418931.000000 Penalty: 5021.577637
	Iteration 9Q: 3 clusters Score -2418931 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2419409.250000 Penalty: 5021.577637
	Iteration 10Q: 3 clusters Score -2419409 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2419797.000000 Penalty: 5021.577637
	Iteration 11Q: 3 clusters Score -2419797 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2420080.500000 Penalty: 5021.577637
	Iteration 12Q: 3 clusters Score -2420080 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2420341.500000 Penalty: 5021.577637
	Iteration 13Q: 3 clusters Score -2420342 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2420568.750000 Penalty: 5021.577637
	Iteration 14Q: 3 clusters Score -2420569 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2420757.500000 Penalty: 5021.577637
	Iteration 15Q: 3 clusters Score -2420758 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2420938.750000 Penalty: 5021.577637
	Iteration 16Q: 3 clusters Score -2420939 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2421102.750000 Penalty: 5021.577637
	Iteration 17Q: 3 clusters Score -2421103 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2421249.750000 Penalty: 5021.577637
	Iteration 18Q: 3 clusters Score -2421250 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2421376.500000 Penalty: 5021.577637
	Iteration 19Q: 3 clusters Score -2421376 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2421472.000000 Penalty: 5021.577637
	Iteration 20F: 3 clusters Score -2421472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2421551.750000 Penalty: 5021.577637
	Iteration 21Q: 3 clusters Score -2421552 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2421635.500000 Penalty: 5021.577637
	Iteration 22Q: 3 clusters Score -2421636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2421698.000000 Penalty: 5021.577637
	Iteration 23Q: 3 clusters Score -2421698 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2421770.500000 Penalty: 5021.577637
	Iteration 24Q: 3 clusters Score -2421770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2421840.250000 Penalty: 5021.577637
	Iteration 25Q: 3 clusters Score -2421840 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2421922.500000 Penalty: 5021.577637
	Iteration 26Q: 3 clusters Score -2421922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2421987.250000 Penalty: 5021.577637
	Iteration 27Q: 3 clusters Score -2421987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2422043.250000 Penalty: 5021.577637
	Iteration 28Q: 3 clusters Score -2422043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2422075.750000 Penalty: 5021.577637
	Iteration 29Q: 3 clusters Score -2422076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2422103.750000 Penalty: 5021.577637
	Iteration 30Q: 3 clusters Score -2422104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2422139.500000 Penalty: 5021.577637
	Iteration 31Q: 3 clusters Score -2422140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2422155.750000 Penalty: 5021.577637
	Iteration 32Q: 3 clusters Score -2422156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2422193.250000 Penalty: 5021.577637
	Iteration 33Q: 3 clusters Score -2422193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2422223.250000 Penalty: 5021.577637
	Iteration 34Q: 3 clusters Score -2422223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2422245.000000 Penalty: 5021.577637
	Iteration 35Q: 3 clusters Score -2422245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2422270.500000 Penalty: 5021.577637
	Iteration 36Q: 3 clusters Score -2422270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2422295.000000 Penalty: 5021.577637
	Iteration 37Q: 3 clusters Score -2422295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2422304.750000 Penalty: 5021.577637
	Iteration 38Q: 3 clusters Score -2422305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2422325.000000 Penalty: 5021.577637
	Iteration 39Q: 3 clusters Score -2422325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2422341.750000 Penalty: 5021.577637
	Iteration 40F: 3 clusters Score -2422342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2422355.250000 Penalty: 5021.577637
	Iteration 41Q: 3 clusters Score -2422355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2422363.500000 Penalty: 5021.577637
	Iteration 42Q: 3 clusters Score -2422364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2422379.500000 Penalty: 5021.577637
	Iteration 43Q: 3 clusters Score -2422380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2422394.500000 Penalty: 5021.577637
	Iteration 44Q: 3 clusters Score -2422394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2422400.000000 Penalty: 5021.577637
	Iteration 45Q: 3 clusters Score -2422400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2422423.000000 Penalty: 5021.577637
	Iteration 46Q: 3 clusters Score -2422423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2422438.000000 Penalty: 5021.577637
	Iteration 47Q: 3 clusters Score -2422438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2422443.500000 Penalty: 5021.577637
	Iteration 48Q: 3 clusters Score -2422444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2422448.500000 Penalty: 5021.577637
	Iteration 49Q: 3 clusters Score -2422448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2422457.500000 Penalty: 5021.577637
	Iteration 50Q: 3 clusters Score -2422458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2422466.250000 Penalty: 5021.577637
	Iteration 51Q: 3 clusters Score -2422466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2422467.000000 Penalty: 5021.577637
	Iteration 52Q: 3 clusters Score -2422467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2422478.750000 Penalty: 5021.577637
	Iteration 53Q: 3 clusters Score -2422479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2422484.500000 Penalty: 5021.577637
	Iteration 54Q: 3 clusters Score -2422484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2422493.000000 Penalty: 5021.577637
	Iteration 55Q: 3 clusters Score -2422493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2422499.250000 Penalty: 5021.577637
	Iteration 56Q: 3 clusters Score -2422499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2422499.250000 Penalty: 5021.577637
	Iteration 57Q: 3 clusters Score -2422499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2422498.000000 Penalty: 5021.577637
	Iteration 58Q: 3 clusters Score -2422498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2422502.750000 Penalty: 5021.577637
	Iteration 59Q: 3 clusters Score -2422503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2422505.500000 Penalty: 5021.577637
	Iteration 60F: 3 clusters Score -2422506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2422505.500000 Penalty: 5021.577637
	Iteration 61Q: 3 clusters Score -2422506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2422505.750000 Penalty: 5021.577637
	Iteration 62Q: 3 clusters Score -2422506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2422508.500000 Penalty: 5021.577637
	Iteration 63Q: 3 clusters Score -2422508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2422507.250000 Penalty: 5021.577637
	Iteration 64Q: 3 clusters Score -2422507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2422508.500000 Penalty: 5021.577637
	Iteration 65Q: 3 clusters Score -2422508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2422512.000000 Penalty: 5021.577637
	Iteration 66Q: 3 clusters Score -2422512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2422510.750000 Penalty: 5021.577637
	Iteration 67Q: 3 clusters Score -2422511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2422510.750000 Penalty: 5021.577637
	Iteration 68Q: 3 clusters Score -2422511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2422510.500000 Penalty: 5021.577637
	Iteration 69Q: 3 clusters Score -2422510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2422512.500000 Penalty: 5021.577637
	Iteration 70Q: 3 clusters Score -2422512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2422511.500000 Penalty: 5021.577637
	Iteration 71Q: 3 clusters Score -2422512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2422515.750000 Penalty: 5021.577637
	Iteration 72Q: 3 clusters Score -2422516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2422517.000000 Penalty: 5021.577637
	Iteration 73Q: 3 clusters Score -2422517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2422520.500000 Penalty: 5021.577637
	Iteration 74Q: 3 clusters Score -2422520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2422520.000000 Penalty: 5021.577637
	Iteration 75Q: 3 clusters Score -2422520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2422518.250000 Penalty: 5021.577637
	Iteration 76Q: 3 clusters Score -2422518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2422522.500000 Penalty: 5021.577637
	Iteration 77Q: 3 clusters Score -2422522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2422527.500000 Penalty: 5021.577637
	Iteration 78Q: 3 clusters Score -2422528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2422528.000000 Penalty: 5021.577637
	Iteration 79Q: 3 clusters Score -2422528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2422531.000000 Penalty: 5021.577637
	Iteration 80F: 3 clusters Score -2422531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2422528.500000 Penalty: 5021.577637
	Iteration 81Q: 3 clusters Score -2422528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2422528.500000 Penalty: 5021.577637
	Iteration 82F: 3 clusters Score -2422528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -573151.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -573151.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -567724.937500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -567724.9 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -569477.312500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -569477.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -570191.625000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -570191.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -570967.500000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -570967.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -571572.250000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -571572.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -571986.125000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -571986.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -572337.937500 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -572337.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -572563.250000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -572563.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -572755.562500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -572755.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -572903.812500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -572903.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -572995.187500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -572995.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -573074.687500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -573074.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -573128.625000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -573128.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -573177.187500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -573177.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -573208.062500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -573208.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -573233.000000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -573233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -573248.312500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -573248.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -573259.250000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -573259.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -573265.375000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -573265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -573271.375000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -573271.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -573273.687500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -573273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -573279.125000 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -573279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -573278.500000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -573278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -573281.312500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -573281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -573282.312500 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -573282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -573281.937500 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -573281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -573281.937500 Penalty: 4347.590332
	Iteration 26F: 3 clusters Score -573281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41203 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61604 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23488 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 1549 members 
Entering Unmasked Estep 
Score: -58961148.000000 Penalty: 145648.796875
Splitting cluster 4 changes total score from -58961956.000000 to -58961148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -318121.562500 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -318121.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -314386.625000 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -314386.6 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -315245.062500 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -315245.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -315492.562500 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -315492.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -315662.750000 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -315662.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -315798.656250 Penalty: 4074.374756
	Iteration 4Q: 3 clusters Score -315798.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -315893.406250 Penalty: 4074.374756
	Iteration 5Q: 3 clusters Score -315893.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -315969.625000 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -315969.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -316052.218750 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -316052.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -316129.812500 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -316129.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -316198.593750 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -316198.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316261.500000 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -316261.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -316305.312500 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -316305.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -316357.687500 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -316357.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -316394.125000 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -316394.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316428.968750 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -316429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -316454.312500 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -316454.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -316466.062500 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -316466.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316476.968750 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -316477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -316484.750000 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -316484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -316495.312500 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -316495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -316502.500000 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -316502.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -316512.250000 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -316512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -316517.656250 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -316517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -316522.718750 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -316522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -316524.843750 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -316524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -316527.656250 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -316527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316528.687500 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -316528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316528.656250 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -316528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316529.375000 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -316529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316529.375000 Penalty: 4074.374756
	Iteration 29F: 3 clusters Score -316529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Entering Unmasked Estep 
Score: -2983498.500000 Penalty: 2555.376953
	Iteration 0F: 2 clusters Score -2983498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2963097.250000 Penalty: 5110.753906
	Iteration 0F: 3 clusters Score -2963097 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2970511.750000 Penalty: 5110.753906
	Iteration 1F: 3 clusters Score -2970512 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2971091.750000 Penalty: 5110.753906
	Iteration 2F: 3 clusters Score -2971092 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2971737.750000 Penalty: 5110.753906
	Iteration 3Q: 3 clusters Score -2971738 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2972527.750000 Penalty: 5110.753906
	Iteration 4F: 3 clusters Score -2972528 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2973589.000000 Penalty: 5110.753906
	Iteration 5F: 3 clusters Score -2973589 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2974917.250000 Penalty: 5110.753906
	Iteration 6F: 3 clusters Score -2974917 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2976340.000000 Penalty: 5110.753906
	Iteration 7F: 3 clusters Score -2976340 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2977610.750000 Penalty: 5110.753906
	Iteration 8F: 3 clusters Score -2977611 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2978562.500000 Penalty: 5110.753906
	Iteration 9F: 3 clusters Score -2978562 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2979260.250000 Penalty: 5110.753906
	Iteration 10Q: 3 clusters Score -2979260 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2979754.250000 Penalty: 5110.753906
	Iteration 11Q: 3 clusters Score -2979754 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2980062.250000 Penalty: 5110.753906
	Iteration 12Q: 3 clusters Score -2980062 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2980297.250000 Penalty: 5110.753906
	Iteration 13Q: 3 clusters Score -2980297 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2980468.750000 Penalty: 5110.753906
	Iteration 14Q: 3 clusters Score -2980469 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2980632.250000 Penalty: 5110.753906
	Iteration 15Q: 3 clusters Score -2980632 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2980756.250000 Penalty: 5110.753906
	Iteration 16Q: 3 clusters Score -2980756 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2980865.250000 Penalty: 5110.753906
	Iteration 17Q: 3 clusters Score -2980865 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2980943.750000 Penalty: 5110.753906
	Iteration 18Q: 3 clusters Score -2980944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2981028.000000 Penalty: 5110.753906
	Iteration 19Q: 3 clusters Score -2981028 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2981092.000000 Penalty: 5110.753906
	Iteration 20F: 3 clusters Score -2981092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2981158.000000 Penalty: 5110.753906
	Iteration 21Q: 3 clusters Score -2981158 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2981231.000000 Penalty: 5110.753906
	Iteration 22Q: 3 clusters Score -2981231 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2981291.000000 Penalty: 5110.753906
	Iteration 23Q: 3 clusters Score -2981291 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2981353.500000 Penalty: 5110.753906
	Iteration 24Q: 3 clusters Score -2981354 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2981412.000000 Penalty: 5110.753906
	Iteration 25Q: 3 clusters Score -2981412 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2981473.500000 Penalty: 5110.753906
	Iteration 26Q: 3 clusters Score -2981474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2981548.500000 Penalty: 5110.753906
	Iteration 27Q: 3 clusters Score -2981548 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2981604.500000 Penalty: 5110.753906
	Iteration 28Q: 3 clusters Score -2981604 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2981666.500000 Penalty: 5110.753906
	Iteration 29Q: 3 clusters Score -2981666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2981729.500000 Penalty: 5110.753906
	Iteration 30Q: 3 clusters Score -2981730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2981773.000000 Penalty: 5110.753906
	Iteration 31Q: 3 clusters Score -2981773 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2981839.500000 Penalty: 5110.753906
	Iteration 32Q: 3 clusters Score -2981840 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2981869.500000 Penalty: 5110.753906
	Iteration 33Q: 3 clusters Score -2981870 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2981909.500000 Penalty: 5110.753906
	Iteration 34Q: 3 clusters Score -2981910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2981959.750000 Penalty: 5110.753906
	Iteration 35Q: 3 clusters Score -2981960 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2982000.250000 Penalty: 5110.753906
	Iteration 36Q: 3 clusters Score -2982000 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2982036.750000 Penalty: 5110.753906
	Iteration 37Q: 3 clusters Score -2982037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2982052.500000 Penalty: 5110.753906
	Iteration 38Q: 3 clusters Score -2982052 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2982063.500000 Penalty: 5110.753906
	Iteration 39Q: 3 clusters Score -2982064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2982094.500000 Penalty: 5110.753906
	Iteration 40F: 3 clusters Score -2982094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2982114.500000 Penalty: 5110.753906
	Iteration 41Q: 3 clusters Score -2982114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2982136.000000 Penalty: 5110.753906
	Iteration 42Q: 3 clusters Score -2982136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2982170.250000 Penalty: 5110.753906
	Iteration 43Q: 3 clusters Score -2982170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2982187.500000 Penalty: 5110.753906
	Iteration 44Q: 3 clusters Score -2982188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2982209.500000 Penalty: 5110.753906
	Iteration 45Q: 3 clusters Score -2982210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -2982236.250000 Penalty: 5110.753906
	Iteration 46Q: 3 clusters Score -2982236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -2982260.000000 Penalty: 5110.753906
	Iteration 47Q: 3 clusters Score -2982260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2982261.500000 Penalty: 5110.753906
	Iteration 48Q: 3 clusters Score -2982262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2982279.750000 Penalty: 5110.753906
	Iteration 49Q: 3 clusters Score -2982280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2982292.000000 Penalty: 5110.753906
	Iteration 50Q: 3 clusters Score -2982292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2982282.250000 Penalty: 5110.753906
	Iteration 51Q: 3 clusters Score -2982282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2982294.250000 Penalty: 5110.753906
	Iteration 52Q: 3 clusters Score -2982294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2982304.500000 Penalty: 5110.753906
	Iteration 53Q: 3 clusters Score -2982304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -2982311.000000 Penalty: 5110.753906
	Iteration 54Q: 3 clusters Score -2982311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2982320.000000 Penalty: 5110.753906
	Iteration 55Q: 3 clusters Score -2982320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2982320.250000 Penalty: 5110.753906
	Iteration 56Q: 3 clusters Score -2982320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2982320.250000 Penalty: 5110.753906
	Iteration 57Q: 3 clusters Score -2982320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -2982326.250000 Penalty: 5110.753906
	Iteration 58Q: 3 clusters Score -2982326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2982330.750000 Penalty: 5110.753906
	Iteration 59Q: 3 clusters Score -2982331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -2982331.750000 Penalty: 5110.753906
	Iteration 60F: 3 clusters Score -2982332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2982332.000000 Penalty: 5110.753906
	Iteration 61Q: 3 clusters Score -2982332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2982333.750000 Penalty: 5110.753906
	Iteration 62Q: 3 clusters Score -2982334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2982337.750000 Penalty: 5110.753906
	Iteration 63Q: 3 clusters Score -2982338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2982340.000000 Penalty: 5110.753906
	Iteration 64Q: 3 clusters Score -2982340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2982344.750000 Penalty: 5110.753906
	Iteration 65Q: 3 clusters Score -2982345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2982346.500000 Penalty: 5110.753906
	Iteration 66Q: 3 clusters Score -2982346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2982353.000000 Penalty: 5110.753906
	Iteration 67Q: 3 clusters Score -2982353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2982353.250000 Penalty: 5110.753906
	Iteration 68Q: 3 clusters Score -2982353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2982352.000000 Penalty: 5110.753906
	Iteration 69Q: 3 clusters Score -2982352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2982356.250000 Penalty: 5110.753906
	Iteration 70Q: 3 clusters Score -2982356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2982354.500000 Penalty: 5110.753906
	Iteration 71Q: 3 clusters Score -2982354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2982361.000000 Penalty: 5110.753906
	Iteration 72Q: 3 clusters Score -2982361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2982360.250000 Penalty: 5110.753906
	Iteration 73Q: 3 clusters Score -2982360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2982361.250000 Penalty: 5110.753906
	Iteration 74Q: 3 clusters Score -2982361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2982363.000000 Penalty: 5110.753906
	Iteration 75Q: 3 clusters Score -2982363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2982365.250000 Penalty: 5110.753906
	Iteration 76Q: 3 clusters Score -2982365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2982360.750000 Penalty: 5110.753906
	Iteration 77Q: 3 clusters Score -2982361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2982362.500000 Penalty: 5110.753906
	Iteration 78Q: 3 clusters Score -2982362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2982362.750000 Penalty: 5110.753906
	Iteration 79Q: 3 clusters Score -2982363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2982362.750000 Penalty: 5110.753906
	Iteration 80F: 3 clusters Score -2982363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Entering Unmasked Estep 
Score: -4033238.000000 Penalty: 2635.313965
	Iteration 0F: 2 clusters Score -4033238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4005330.750000 Penalty: 5270.627930
	Iteration 0F: 3 clusters Score -4005331 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4015989.500000 Penalty: 5270.627930
	Iteration 1F: 3 clusters Score -4015990 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4016708.250000 Penalty: 5270.627930
	Iteration 2Q: 3 clusters Score -4016708 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4017362.000000 Penalty: 5270.627930
	Iteration 3Q: 3 clusters Score -4017362 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4018126.250000 Penalty: 5270.627930
	Iteration 4Q: 3 clusters Score -4018126 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -4018950.250000 Penalty: 5270.627930
	Iteration 5Q: 3 clusters Score -4018950 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4019927.000000 Penalty: 5270.627930
	Iteration 6Q: 3 clusters Score -4019927 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4021161.500000 Penalty: 5270.627930
	Iteration 7F: 3 clusters Score -4021162 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4022576.000000 Penalty: 5270.627930
	Iteration 8F: 3 clusters Score -4022576 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4024051.500000 Penalty: 5270.627930
	Iteration 9F: 3 clusters Score -4024052 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4025398.750000 Penalty: 5270.627930
	Iteration 10F: 3 clusters Score -4025399 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4026504.750000 Penalty: 5270.627930
	Iteration 11Q: 3 clusters Score -4026505 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4027271.250000 Penalty: 5270.627930
	Iteration 12Q: 3 clusters Score -4027271 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4027809.500000 Penalty: 5270.627930
	Iteration 13Q: 3 clusters Score -4027810 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4028169.250000 Penalty: 5270.627930
	Iteration 14Q: 3 clusters Score -4028169 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4028440.000000 Penalty: 5270.627930
	Iteration 15Q: 3 clusters Score -4028440 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -4028657.750000 Penalty: 5270.627930
	Iteration 16Q: 3 clusters Score -4028658 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4028848.000000 Penalty: 5270.627930
	Iteration 17Q: 3 clusters Score -4028848 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4028985.000000 Penalty: 5270.627930
	Iteration 18Q: 3 clusters Score -4028985 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4029090.750000 Penalty: 5270.627930
	Iteration 19Q: 3 clusters Score -4029091 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4029233.750000 Penalty: 5270.627930
	Iteration 20F: 3 clusters Score -4029234 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4029302.500000 Penalty: 5270.627930
	Iteration 21Q: 3 clusters Score -4029302 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -4029390.750000 Penalty: 5270.627930
	Iteration 22Q: 3 clusters Score -4029391 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -4029464.250000 Penalty: 5270.627930
	Iteration 23Q: 3 clusters Score -4029464 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4029535.250000 Penalty: 5270.627930
	Iteration 24Q: 3 clusters Score -4029535 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4029598.500000 Penalty: 5270.627930
	Iteration 25Q: 3 clusters Score -4029598 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4029632.500000 Penalty: 5270.627930
	Iteration 26Q: 3 clusters Score -4029632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4029688.750000 Penalty: 5270.627930
	Iteration 27Q: 3 clusters Score -4029689 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4029731.750000 Penalty: 5270.627930
	Iteration 28Q: 3 clusters Score -4029732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4029733.500000 Penalty: 5270.627930
	Iteration 29Q: 3 clusters Score -4029734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4029758.750000 Penalty: 5270.627930
	Iteration 30Q: 3 clusters Score -4029759 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -4029768.500000 Penalty: 5270.627930
	Iteration 31Q: 3 clusters Score -4029768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4029799.250000 Penalty: 5270.627930
	Iteration 32Q: 3 clusters Score -4029799 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4029810.750000 Penalty: 5270.627930
	Iteration 33Q: 3 clusters Score -4029811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4029819.000000 Penalty: 5270.627930
	Iteration 34Q: 3 clusters Score -4029819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4029834.000000 Penalty: 5270.627930
	Iteration 35Q: 3 clusters Score -4029834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4029831.000000 Penalty: 5270.627930
	Iteration 36Q: 3 clusters Score -4029831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4029839.500000 Penalty: 5270.627930
	Iteration 37Q: 3 clusters Score -4029840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -4029840.750000 Penalty: 5270.627930
	Iteration 38Q: 3 clusters Score -4029841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4029831.500000 Penalty: 5270.627930
	Iteration 39Q: 3 clusters Score -4029832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4029832.250000 Penalty: 5270.627930
	Iteration 40F: 3 clusters Score -4029832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4029831.500000 Penalty: 5270.627930
	Iteration 41Q: 3 clusters Score -4029832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4029848.500000 Penalty: 5270.627930
	Iteration 42Q: 3 clusters Score -4029848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4029851.250000 Penalty: 5270.627930
	Iteration 43Q: 3 clusters Score -4029851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4029856.750000 Penalty: 5270.627930
	Iteration 44Q: 3 clusters Score -4029857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4029858.250000 Penalty: 5270.627930
	Iteration 45Q: 3 clusters Score -4029858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -4029859.250000 Penalty: 5270.627930
	Iteration 46Q: 3 clusters Score -4029859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4029874.250000 Penalty: 5270.627930
	Iteration 47Q: 3 clusters Score -4029874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4029873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4029879.500000 Penalty: 5270.627930
	Iteration 49Q: 3 clusters Score -4029880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4029887.750000 Penalty: 5270.627930
	Iteration 50Q: 3 clusters Score -4029888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4029881.750000 Penalty: 5270.627930
	Iteration 51Q: 3 clusters Score -4029882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4029877.750000 Penalty: 5270.627930
	Iteration 52Q: 3 clusters Score -4029878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4029875.750000 Penalty: 5270.627930
	Iteration 53Q: 3 clusters Score -4029876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4029874.750000 Penalty: 5270.627930
	Iteration 54Q: 3 clusters Score -4029875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4029881.250000 Penalty: 5270.627930
	Iteration 55Q: 3 clusters Score -4029881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4029896.500000 Penalty: 5270.627930
	Iteration 56Q: 3 clusters Score -4029896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4029892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4029892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4029879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4029881.250000 Penalty: 5270.627930
	Iteration 60F: 3 clusters Score -4029881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4029887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4029892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4029883.750000 Penalty: 5270.627930
	Iteration 63Q: 3 clusters Score -4029884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4029892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4029893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4029888.250000 Penalty: 5270.627930
	Iteration 66Q: 3 clusters Score -4029888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4029891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4029893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4029900.750000 Penalty: 5270.627930
	Iteration 69Q: 3 clusters Score -4029901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4029895.000000 Penalty: 5270.627930
	Iteration 70Q: 3 clusters Score -4029895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4029896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4029896.250000 Penalty: 5270.627930
	Iteration 72Q: 3 clusters Score -4029896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4029892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4029901.500000 Penalty: 5270.627930
	Iteration 74Q: 3 clusters Score -4029902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4029896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4029898.000000 Penalty: 5270.627930
	Iteration 76Q: 3 clusters Score -4029898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4029905.500000 Penalty: 5270.627930
	Iteration 77Q: 3 clusters Score -4029906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4029901.250000 Penalty: 5270.627930
	Iteration 78Q: 3 clusters Score -4029901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4029910.000000 Penalty: 5270.627930
	Iteration 79Q: 3 clusters Score -4029910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4029910.750000 Penalty: 5270.627930
	Iteration 80F: 3 clusters Score -4029911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4029914.250000 Penalty: 5270.627930
	Iteration 81Q: 3 clusters Score -4029914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4029923.000000 Penalty: 5270.627930
	Iteration 82Q: 3 clusters Score -4029923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4029921.500000 Penalty: 5270.627930
	Iteration 83Q: 3 clusters Score -4029922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4029926.250000 Penalty: 5270.627930
	Iteration 84Q: 3 clusters Score -4029926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4029932.000000 Penalty: 5270.627930
	Iteration 85Q: 3 clusters Score -4029932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4029938.750000 Penalty: 5270.627930
	Iteration 86Q: 3 clusters Score -4029939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4029930.750000 Penalty: 5270.627930
	Iteration 87Q: 3 clusters Score -4029931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4029934.750000 Penalty: 5270.627930
	Iteration 88Q: 3 clusters Score -4029935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4029938.250000 Penalty: 5270.627930
	Iteration 89Q: 3 clusters Score -4029938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4029945.250000 Penalty: 5270.627930
	Iteration 90Q: 3 clusters Score -4029945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4029953.000000 Penalty: 5270.627930
	Iteration 91Q: 3 clusters Score -4029953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4029954.500000 Penalty: 5270.627930
	Iteration 92Q: 3 clusters Score -4029954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4029960.750000 Penalty: 5270.627930
	Iteration 93Q: 3 clusters Score -4029961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4029954.500000 Penalty: 5270.627930
	Iteration 94Q: 3 clusters Score -4029954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4029952.500000 Penalty: 5270.627930
	Iteration 95Q: 3 clusters Score -4029952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4029949.750000 Penalty: 5270.627930
	Iteration 96Q: 3 clusters Score -4029950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4029954.500000 Penalty: 5270.627930
	Iteration 97Q: 3 clusters Score -4029954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4029954.000000 Penalty: 5270.627930
	Iteration 98Q: 3 clusters Score -4029954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4029949.250000 Penalty: 5270.627930
	Iteration 99Q: 3 clusters Score -4029949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4029945.000000 Penalty: 5270.627930
	Iteration 100F: 3 clusters Score -4029945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4029949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4029940.250000 Penalty: 5270.627930
	Iteration 102Q: 3 clusters Score -4029940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4029942.250000 Penalty: 5270.627930
	Iteration 103Q: 3 clusters Score -4029942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4029951.500000 Penalty: 5270.627930
	Iteration 104Q: 3 clusters Score -4029952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4029944.500000 Penalty: 5270.627930
	Iteration 105Q: 3 clusters Score -4029944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4029953.000000 Penalty: 5270.627930
	Iteration 106Q: 3 clusters Score -4029953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4029952.250000 Penalty: 5270.627930
	Iteration 107Q: 3 clusters Score -4029952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4029959.500000 Penalty: 5270.627930
	Iteration 108Q: 3 clusters Score -4029960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4029960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4029960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4029962.500000 Penalty: 5270.627930
	Iteration 111Q: 3 clusters Score -4029962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4029955.500000 Penalty: 5270.627930
	Iteration 112Q: 3 clusters Score -4029956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4029949.000000 Penalty: 5270.627930
	Iteration 113Q: 3 clusters Score -4029949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4029947.250000 Penalty: 5270.627930
	Iteration 114Q: 3 clusters Score -4029947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4029953.750000 Penalty: 5270.627930
	Iteration 115Q: 3 clusters Score -4029954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4029949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4029954.000000 Penalty: 5270.627930
	Iteration 117Q: 3 clusters Score -4029954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4029950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4029950.250000 Penalty: 5270.627930
	Iteration 119Q: 3 clusters Score -4029950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4029952.750000 Penalty: 5270.627930
	Iteration 120F: 3 clusters Score -4029953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4029967.250000 Penalty: 5270.627930
	Iteration 121Q: 3 clusters Score -4029967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4029961.750000 Penalty: 5270.627930
	Iteration 122Q: 3 clusters Score -4029962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4029958.750000 Penalty: 5270.627930
	Iteration 123Q: 3 clusters Score -4029959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4029958.250000 Penalty: 5270.627930
	Iteration 124Q: 3 clusters Score -4029958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4029954.250000 Penalty: 5270.627930
	Iteration 125Q: 3 clusters Score -4029954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4029960.250000 Penalty: 5270.627930
	Iteration 126Q: 3 clusters Score -4029960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4029962.000000 Penalty: 5270.627930
	Iteration 127Q: 3 clusters Score -4029962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4029961.750000 Penalty: 5270.627930
	Iteration 128Q: 3 clusters Score -4029962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4029968.750000 Penalty: 5270.627930
	Iteration 129Q: 3 clusters Score -4029969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4029973.750000 Penalty: 5270.627930
	Iteration 130Q: 3 clusters Score -4029974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4029975.750000 Penalty: 5270.627930
	Iteration 131Q: 3 clusters Score -4029976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4029973.000000 Penalty: 5270.627930
	Iteration 132Q: 3 clusters Score -4029973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4029976.500000 Penalty: 5270.627930
	Iteration 133Q: 3 clusters Score -4029976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4029968.500000 Penalty: 5270.627930
	Iteration 134Q: 3 clusters Score -4029968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4029968.500000 Penalty: 5270.627930
	Iteration 135Q: 3 clusters Score -4029968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4029971.750000 Penalty: 5270.627930
	Iteration 136Q: 3 clusters Score -4029972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4029973.500000 Penalty: 5270.627930
	Iteration 137Q: 3 clusters Score -4029974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4029972.250000 Penalty: 5270.627930
	Iteration 138Q: 3 clusters Score -4029972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4029977.750000 Penalty: 5270.627930
	Iteration 139Q: 3 clusters Score -4029978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4029975.750000 Penalty: 5270.627930
	Iteration 140F: 3 clusters Score -4029976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4029981.750000 Penalty: 5270.627930
	Iteration 141Q: 3 clusters Score -4029982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4029984.750000 Penalty: 5270.627930
	Iteration 142Q: 3 clusters Score -4029985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4029990.000000 Penalty: 5270.627930
	Iteration 143Q: 3 clusters Score -4029990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4029991.750000 Penalty: 5270.627930
	Iteration 144Q: 3 clusters Score -4029992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4029993.500000 Penalty: 5270.627930
	Iteration 145Q: 3 clusters Score -4029994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4029996.250000 Penalty: 5270.627930
	Iteration 146Q: 3 clusters Score -4029996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4030001.500000 Penalty: 5270.627930
	Iteration 147Q: 3 clusters Score -4030002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4029996.250000 Penalty: 5270.627930
	Iteration 148Q: 3 clusters Score -4029996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4029997.000000 Penalty: 5270.627930
	Iteration 149Q: 3 clusters Score -4029997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4030002.250000 Penalty: 5270.627930
	Iteration 150Q: 3 clusters Score -4030002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4029994.250000 Penalty: 5270.627930
	Iteration 151Q: 3 clusters Score -4029994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4029989.000000 Penalty: 5270.627930
	Iteration 152Q: 3 clusters Score -4029989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4029991.250000 Penalty: 5270.627930
	Iteration 153Q: 3 clusters Score -4029991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4029990.250000 Penalty: 5270.627930
	Iteration 154Q: 3 clusters Score -4029990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4029993.750000 Penalty: 5270.627930
	Iteration 155Q: 3 clusters Score -4029994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4029997.750000 Penalty: 5270.627930
	Iteration 156Q: 3 clusters Score -4029998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4029997.000000 Penalty: 5270.627930
	Iteration 157Q: 3 clusters Score -4029997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4029998.000000 Penalty: 5270.627930
	Iteration 158Q: 3 clusters Score -4029998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -4029996.500000 Penalty: 5270.627930
	Iteration 159Q: 3 clusters Score -4029996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4029998.000000 Penalty: 5270.627930
	Iteration 160F: 3 clusters Score -4029998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4030003.250000 Penalty: 5270.627930
	Iteration 161Q: 3 clusters Score -4030003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4030005.000000 Penalty: 5270.627930
	Iteration 162Q: 3 clusters Score -4030005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4030002.250000 Penalty: 5270.627930
	Iteration 163Q: 3 clusters Score -4030002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4030004.750000 Penalty: 5270.627930
	Iteration 164Q: 3 clusters Score -4030005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4030008.750000 Penalty: 5270.627930
	Iteration 165Q: 3 clusters Score -4030009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4030008.750000 Penalty: 5270.627930
	Iteration 166Q: 3 clusters Score -4030009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4030007.750000 Penalty: 5270.627930
	Iteration 167Q: 3 clusters Score -4030008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4030007.750000 Penalty: 5270.627930
	Iteration 168Q: 3 clusters Score -4030008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4030007.500000 Penalty: 5270.627930
	Iteration 169Q: 3 clusters Score -4030008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4030008.500000 Penalty: 5270.627930
	Iteration 170Q: 3 clusters Score -4030008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4030008.500000 Penalty: 5270.627930
	Iteration 171F: 3 clusters Score -4030008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -287423.312500 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -287423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -284250.187500 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -284250.2 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -284912.156250 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -284912.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -285079.875000 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -285079.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -285203.562500 Penalty: 3958.261475
	Iteration 3F: 3 clusters Score -285203.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -285297.281250 Penalty: 3958.261475
	Iteration 4Q: 3 clusters Score -285297.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -285391.718750 Penalty: 3958.261475
	Iteration 5Q: 3 clusters Score -285391.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -285489.750000 Penalty: 3958.261475
	Iteration 6Q: 3 clusters Score -285489.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -285598.656250 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -285598.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -285720.625000 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -285720.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -285807.781250 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -285807.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -285890.750000 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -285890.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -285956.625000 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -285956.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -286014.562500 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -286014.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -286079.187500 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -286079.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -286130.562500 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -286130.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -286173.468750 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -286173.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -286235.406250 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -286235.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -286308.656250 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -286308.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -286386.781250 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -286386.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -286460.718750 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -286460.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -286534.562500 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -286534.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -286581.218750 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -286581.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -286627.218750 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -286627.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -286657.343750 Penalty: 3958.261475
	Iteration 23Q: 3 clusters Score -286657.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -286675.593750 Penalty: 3958.261475
	Iteration 24Q: 3 clusters Score -286675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -286682.031250 Penalty: 3958.261475
	Iteration 25Q: 3 clusters Score -286682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -286686.312500 Penalty: 3958.261475
	Iteration 26Q: 3 clusters Score -286686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -286691.968750 Penalty: 3958.261475
	Iteration 27Q: 3 clusters Score -286692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -286694.218750 Penalty: 3958.261475
	Iteration 28Q: 3 clusters Score -286694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -286695.906250 Penalty: 3958.261475
	Iteration 29Q: 3 clusters Score -286695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -286696.968750 Penalty: 3958.261475
	Iteration 30Q: 3 clusters Score -286697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -286698.625000 Penalty: 3958.261475
	Iteration 31Q: 3 clusters Score -286698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -286699.156250 Penalty: 3958.261475
	Iteration 32Q: 3 clusters Score -286699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -286699.156250 Penalty: 3958.261475
	Iteration 33F: 3 clusters Score -286699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -513739.593750 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -513739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -508835.875000 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -508835.9 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -510363.875000 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -510363.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -511064.062500 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -511064.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -511549.343750 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -511549.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -511994.718750 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -511994.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -512377.406250 Penalty: 4283.300781
	Iteration 5F: 3 clusters Score -512377.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -512680.812500 Penalty: 4283.300781
	Iteration 6F: 3 clusters Score -512680.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -512889.062500 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -512889.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -513011.531250 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -513011.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -513095.000000 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -513095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -513149.750000 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -513149.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -513178.750000 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -513178.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -513199.312500 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -513199.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -513207.406250 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -513207.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -513213.750000 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -513213.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -513218.312500 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -513218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -513221.750000 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -513221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -513225.000000 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -513225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -513226.937500 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -513226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -513229.906250 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -513229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -513231.625000 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -513231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -513234.406250 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -513234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -513236.625000 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -513236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -513237.562500 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -513237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -513238.750000 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -513238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -513240.500000 Penalty: 4283.300781
	Iteration 25Q: 3 clusters Score -513240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -513241.468750 Penalty: 4283.300781
	Iteration 26Q: 3 clusters Score -513241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -513242.000000 Penalty: 4283.300781
	Iteration 27Q: 3 clusters Score -513242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -513241.406250 Penalty: 4283.300781
	Iteration 28Q: 3 clusters Score -513241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -513241.937500 Penalty: 4283.300781
	Iteration 29Q: 3 clusters Score -513241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -513241.937500 Penalty: 4283.300781
	Iteration 30F: 3 clusters Score -513241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -520743.156250 Penalty: 2149.200195
	Iteration 0F: 2 clusters Score -520743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -515735.406250 Penalty: 4298.400391
	Iteration 0F: 3 clusters Score -515735.4 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -517226.500000 Penalty: 4298.400391
	Iteration 1F: 3 clusters Score -517226.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -517784.656250 Penalty: 4298.400391
	Iteration 2F: 3 clusters Score -517784.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -518216.375000 Penalty: 4298.400391
	Iteration 3F: 3 clusters Score -518216.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -518558.031250 Penalty: 4298.400391
	Iteration 4F: 3 clusters Score -518558 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -518807.812500 Penalty: 4298.400391
	Iteration 5F: 3 clusters Score -518807.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -519004.406250 Penalty: 4298.400391
	Iteration 6Q: 3 clusters Score -519004.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -519141.156250 Penalty: 4298.400391
	Iteration 7Q: 3 clusters Score -519141.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -519280.687500 Penalty: 4298.400391
	Iteration 8Q: 3 clusters Score -519280.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -519419.593750 Penalty: 4298.400391
	Iteration 9Q: 3 clusters Score -519419.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -519553.343750 Penalty: 4298.400391
	Iteration 10Q: 3 clusters Score -519553.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -519653.281250 Penalty: 4298.400391
	Iteration 11Q: 3 clusters Score -519653.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -519725.062500 Penalty: 4298.400391
	Iteration 12Q: 3 clusters Score -519725.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -519785.343750 Penalty: 4298.400391
	Iteration 13Q: 3 clusters Score -519785.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -519839.312500 Penalty: 4298.400391
	Iteration 14Q: 3 clusters Score -519839.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -519885.187500 Penalty: 4298.400391
	Iteration 15Q: 3 clusters Score -519885.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -519927.250000 Penalty: 4298.400391
	Iteration 16Q: 3 clusters Score -519927.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -519959.562500 Penalty: 4298.400391
	Iteration 17Q: 3 clusters Score -519959.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -519976.812500 Penalty: 4298.400391
	Iteration 18Q: 3 clusters Score -519976.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -519989.843750 Penalty: 4298.400391
	Iteration 19Q: 3 clusters Score -519989.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -520008.468750 Penalty: 4298.400391
	Iteration 20F: 3 clusters Score -520008.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -520031.093750 Penalty: 4298.400391
	Iteration 21Q: 3 clusters Score -520031.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -520052.968750 Penalty: 4298.400391
	Iteration 22Q: 3 clusters Score -520053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -520076.125000 Penalty: 4298.400391
	Iteration 23Q: 3 clusters Score -520076.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -520097.562500 Penalty: 4298.400391
	Iteration 24Q: 3 clusters Score -520097.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -520123.875000 Penalty: 4298.400391
	Iteration 25Q: 3 clusters Score -520123.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -520149.093750 Penalty: 4298.400391
	Iteration 26Q: 3 clusters Score -520149.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -520177.125000 Penalty: 4298.400391
	Iteration 27Q: 3 clusters Score -520177.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -520210.031250 Penalty: 4298.400391
	Iteration 28Q: 3 clusters Score -520210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -520254.031250 Penalty: 4298.400391
	Iteration 29Q: 3 clusters Score -520254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -520303.843750 Penalty: 4298.400391
	Iteration 30Q: 3 clusters Score -520303.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -520352.468750 Penalty: 4298.400391
	Iteration 31Q: 3 clusters Score -520352.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -520414.187500 Penalty: 4298.400391
	Iteration 32Q: 3 clusters Score -520414.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -520476.718750 Penalty: 4298.400391
	Iteration 33Q: 3 clusters Score -520476.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -520559.375000 Penalty: 4298.400391
	Iteration 34Q: 3 clusters Score -520559.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -520657.218750 Penalty: 4298.400391
	Iteration 35Q: 3 clusters Score -520657.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -520754.500000 Penalty: 4298.400391
	Iteration 36Q: 3 clusters Score -520754.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -520826.093750 Penalty: 4298.400391
	Iteration 37Q: 3 clusters Score -520826.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -520857.718750 Penalty: 4298.400391
	Iteration 38Q: 3 clusters Score -520857.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -520877.812500 Penalty: 4298.400391
	Iteration 39Q: 3 clusters Score -520877.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -520899.187500 Penalty: 4298.400391
	Iteration 40F: 3 clusters Score -520899.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -520913.093750 Penalty: 4298.400391
	Iteration 41Q: 3 clusters Score -520913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -520922.437500 Penalty: 4298.400391
	Iteration 42Q: 3 clusters Score -520922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -520927.031250 Penalty: 4298.400391
	Iteration 43Q: 3 clusters Score -520927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -520930.312500 Penalty: 4298.400391
	Iteration 44Q: 3 clusters Score -520930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -520934.500000 Penalty: 4298.400391
	Iteration 45Q: 3 clusters Score -520934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -520934.937500 Penalty: 4298.400391
	Iteration 46Q: 3 clusters Score -520934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -520939.312500 Penalty: 4298.400391
	Iteration 47Q: 3 clusters Score -520939.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -520942.156250 Penalty: 4298.400391
	Iteration 48Q: 3 clusters Score -520942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -520944.281250 Penalty: 4298.400391
	Iteration 49Q: 3 clusters Score -520944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -520946.218750 Penalty: 4298.400391
	Iteration 50Q: 3 clusters Score -520946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -520949.250000 Penalty: 4298.400391
	Iteration 51Q: 3 clusters Score -520949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -520951.218750 Penalty: 4298.400391
	Iteration 52Q: 3 clusters Score -520951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -520952.250000 Penalty: 4298.400391
	Iteration 53Q: 3 clusters Score -520952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -520952.031250 Penalty: 4298.400391
	Iteration 54Q: 3 clusters Score -520952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -520952.687500 Penalty: 4298.400391
	Iteration 55Q: 3 clusters Score -520952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -520953.468750 Penalty: 4298.400391
	Iteration 56Q: 3 clusters Score -520953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -520954.218750 Penalty: 4298.400391
	Iteration 57Q: 3 clusters Score -520954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -520953.781250 Penalty: 4298.400391
	Iteration 58Q: 3 clusters Score -520953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -520953.781250 Penalty: 4298.400391
	Iteration 59F: 3 clusters Score -520953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41203 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61604 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23488 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 3261 members 
Entering Unmasked Estep 
Score: -58961028.000000 Penalty: 145648.796875
Splitting cluster 10 changes total score from -58961956.000000 to -58961028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -654579.687500 Penalty: 2185.511230
	Iteration 0F: 2 clusters Score -654579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -648960.062500 Penalty: 4371.022461
	Iteration 0F: 3 clusters Score -648960.1 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -650387.875000 Penalty: 4371.022461
	Iteration 1F: 3 clusters Score -650387.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -650610.250000 Penalty: 4371.022461
	Iteration 2F: 3 clusters Score -650610.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -650773.312500 Penalty: 4371.022461
	Iteration 3F: 3 clusters Score -650773.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -650883.000000 Penalty: 4371.022461
	Iteration 4Q: 3 clusters Score -650883 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -650960.062500 Penalty: 4371.022461
	Iteration 5Q: 3 clusters Score -650960.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -651029.375000 Penalty: 4371.022461
	Iteration 6Q: 3 clusters Score -651029.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -651095.562500 Penalty: 4371.022461
	Iteration 7Q: 3 clusters Score -651095.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -651155.812500 Penalty: 4371.022461
	Iteration 8Q: 3 clusters Score -651155.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -651214.937500 Penalty: 4371.022461
	Iteration 9Q: 3 clusters Score -651214.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -651269.625000 Penalty: 4371.022461
	Iteration 10Q: 3 clusters Score -651269.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -651327.937500 Penalty: 4371.022461
	Iteration 11Q: 3 clusters Score -651327.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -651394.812500 Penalty: 4371.022461
	Iteration 12Q: 3 clusters Score -651394.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -651464.062500 Penalty: 4371.022461
	Iteration 13Q: 3 clusters Score -651464.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -651542.437500 Penalty: 4371.022461
	Iteration 14Q: 3 clusters Score -651542.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -651615.437500 Penalty: 4371.022461
	Iteration 15Q: 3 clusters Score -651615.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -651687.000000 Penalty: 4371.022461
	Iteration 16Q: 3 clusters Score -651687 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -651764.062500 Penalty: 4371.022461
	Iteration 17Q: 3 clusters Score -651764.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -651849.625000 Penalty: 4371.022461
	Iteration 18Q: 3 clusters Score -651849.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -651932.937500 Penalty: 4371.022461
	Iteration 19Q: 3 clusters Score -651932.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -652023.875000 Penalty: 4371.022461
	Iteration 20F: 3 clusters Score -652023.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -652124.125000 Penalty: 4371.022461
	Iteration 21Q: 3 clusters Score -652124.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -652251.062500 Penalty: 4371.022461
	Iteration 22Q: 3 clusters Score -652251.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -652356.562500 Penalty: 4371.022461
	Iteration 23Q: 3 clusters Score -652356.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -652446.125000 Penalty: 4371.022461
	Iteration 24Q: 3 clusters Score -652446.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -652515.125000 Penalty: 4371.022461
	Iteration 25Q: 3 clusters Score -652515.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -652574.875000 Penalty: 4371.022461
	Iteration 26Q: 3 clusters Score -652574.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -652616.562500 Penalty: 4371.022461
	Iteration 27Q: 3 clusters Score -652616.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -652649.625000 Penalty: 4371.022461
	Iteration 28Q: 3 clusters Score -652649.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -652674.250000 Penalty: 4371.022461
	Iteration 29Q: 3 clusters Score -652674.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -652691.312500 Penalty: 4371.022461
	Iteration 30Q: 3 clusters Score -652691.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -652705.750000 Penalty: 4371.022461
	Iteration 31Q: 3 clusters Score -652705.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -652722.937500 Penalty: 4371.022461
	Iteration 32Q: 3 clusters Score -652722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -652732.062500 Penalty: 4371.022461
	Iteration 33Q: 3 clusters Score -652732.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -652742.812500 Penalty: 4371.022461
	Iteration 34Q: 3 clusters Score -652742.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -652753.187500 Penalty: 4371.022461
	Iteration 35Q: 3 clusters Score -652753.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -652759.062500 Penalty: 4371.022461
	Iteration 36Q: 3 clusters Score -652759.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -652764.375000 Penalty: 4371.022461
	Iteration 37Q: 3 clusters Score -652764.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -652766.750000 Penalty: 4371.022461
	Iteration 38Q: 3 clusters Score -652766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -652768.875000 Penalty: 4371.022461
	Iteration 39Q: 3 clusters Score -652768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -652772.187500 Penalty: 4371.022461
	Iteration 40F: 3 clusters Score -652772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -652776.125000 Penalty: 4371.022461
	Iteration 41Q: 3 clusters Score -652776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -652779.062500 Penalty: 4371.022461
	Iteration 42Q: 3 clusters Score -652779.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -652783.375000 Penalty: 4371.022461
	Iteration 43Q: 3 clusters Score -652783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -652786.312500 Penalty: 4371.022461
	Iteration 44Q: 3 clusters Score -652786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -652791.812500 Penalty: 4371.022461
	Iteration 45Q: 3 clusters Score -652791.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -652794.812500 Penalty: 4371.022461
	Iteration 46Q: 3 clusters Score -652794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -652797.812500 Penalty: 4371.022461
	Iteration 47Q: 3 clusters Score -652797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -652798.187500 Penalty: 4371.022461
	Iteration 48Q: 3 clusters Score -652798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -652799.250000 Penalty: 4371.022461
	Iteration 49Q: 3 clusters Score -652799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -652800.000000 Penalty: 4371.022461
	Iteration 50Q: 3 clusters Score -652800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -652801.625000 Penalty: 4371.022461
	Iteration 51Q: 3 clusters Score -652801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -652801.562500 Penalty: 4371.022461
	Iteration 52Q: 3 clusters Score -652801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -652803.312500 Penalty: 4371.022461
	Iteration 53Q: 3 clusters Score -652803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -652803.500000 Penalty: 4371.022461
	Iteration 54Q: 3 clusters Score -652803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -652803.500000 Penalty: 4371.022461
	Iteration 55F: 3 clusters Score -652803.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Entering Unmasked Estep 
Score: -6192002.500000 Penalty: 2735.063721
	Iteration 0F: 2 clusters Score -6192002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -6150609.500000 Penalty: 5470.127441
	Iteration 0F: 3 clusters Score -6150610 nChanged 28648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -6166492.500000 Penalty: 5470.127441
	Iteration 1F: 3 clusters Score -6166492 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -6167342.500000 Penalty: 5470.127441
	Iteration 2Q: 3 clusters Score -6167342 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6168662.000000 Penalty: 5470.127441
	Iteration 3Q: 3 clusters Score -6168662 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6170998.000000 Penalty: 5470.127441
	Iteration 4F: 3 clusters Score -6170998 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6174226.000000 Penalty: 5470.127441
	Iteration 5F: 3 clusters Score -6174226 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -6177710.500000 Penalty: 5470.127441
	Iteration 6F: 3 clusters Score -6177710 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6180741.500000 Penalty: 5470.127441
	Iteration 7F: 3 clusters Score -6180742 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6182876.000000 Penalty: 5470.127441
	Iteration 8F: 3 clusters Score -6182876 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6184405.000000 Penalty: 5470.127441
	Iteration 9Q: 3 clusters Score -6184405 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -6185600.500000 Penalty: 5470.127441
	Iteration 10Q: 3 clusters Score -6185600 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -6186480.000000 Penalty: 5470.127441
	Iteration 11Q: 3 clusters Score -6186480 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -6187224.500000 Penalty: 5470.127441
	Iteration 12Q: 3 clusters Score -6187224 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -6187738.000000 Penalty: 5470.127441
	Iteration 13Q: 3 clusters Score -6187738 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -6188232.500000 Penalty: 5470.127441
	Iteration 14Q: 3 clusters Score -6188232 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -6188618.000000 Penalty: 5470.127441
	Iteration 15Q: 3 clusters Score -6188618 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -6188939.500000 Penalty: 5470.127441
	Iteration 16Q: 3 clusters Score -6188940 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -6189166.000000 Penalty: 5470.127441
	Iteration 17Q: 3 clusters Score -6189166 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -6189313.500000 Penalty: 5470.127441
	Iteration 18Q: 3 clusters Score -6189314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -6189389.500000 Penalty: 5470.127441
	Iteration 19Q: 3 clusters Score -6189390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -6189454.000000 Penalty: 5470.127441
	Iteration 20F: 3 clusters Score -6189454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -6189504.500000 Penalty: 5470.127441
	Iteration 21Q: 3 clusters Score -6189504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -6189537.000000 Penalty: 5470.127441
	Iteration 22Q: 3 clusters Score -6189537 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -6189568.000000 Penalty: 5470.127441
	Iteration 23Q: 3 clusters Score -6189568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -6189595.000000 Penalty: 5470.127441
	Iteration 24Q: 3 clusters Score -6189595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -6189614.500000 Penalty: 5470.127441
	Iteration 25Q: 3 clusters Score -6189614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -6189625.500000 Penalty: 5470.127441
	Iteration 26Q: 3 clusters Score -6189626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -6189639.500000 Penalty: 5470.127441
	Iteration 27Q: 3 clusters Score -6189640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -6189669.000000 Penalty: 5470.127441
	Iteration 28Q: 3 clusters Score -6189669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -6189669.500000 Penalty: 5470.127441
	Iteration 29Q: 3 clusters Score -6189670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -6189684.500000 Penalty: 5470.127441
	Iteration 30Q: 3 clusters Score -6189684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -6189698.000000 Penalty: 5470.127441
	Iteration 31Q: 3 clusters Score -6189698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -6189708.500000 Penalty: 5470.127441
	Iteration 32Q: 3 clusters Score -6189708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -6189698.500000 Penalty: 5470.127441
	Iteration 33Q: 3 clusters Score -6189698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -6189729.500000 Penalty: 5470.127441
	Iteration 34Q: 3 clusters Score -6189730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -6189742.000000 Penalty: 5470.127441
	Iteration 35Q: 3 clusters Score -6189742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -6189750.000000 Penalty: 5470.127441
	Iteration 36Q: 3 clusters Score -6189750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -6189759.500000 Penalty: 5470.127441
	Iteration 37Q: 3 clusters Score -6189760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -6189772.500000 Penalty: 5470.127441
	Iteration 38Q: 3 clusters Score -6189772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -6189775.000000 Penalty: 5470.127441
	Iteration 39Q: 3 clusters Score -6189775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -6189783.000000 Penalty: 5470.127441
	Iteration 40F: 3 clusters Score -6189783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -6189786.500000 Penalty: 5470.127441
	Iteration 41Q: 3 clusters Score -6189786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -6189787.000000 Penalty: 5470.127441
	Iteration 42Q: 3 clusters Score -6189787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -6189784.000000 Penalty: 5470.127441
	Iteration 43Q: 3 clusters Score -6189784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -6189790.500000 Penalty: 5470.127441
	Iteration 44Q: 3 clusters Score -6189790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -6189791.500000 Penalty: 5470.127441
	Iteration 45Q: 3 clusters Score -6189792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -6189798.000000 Penalty: 5470.127441
	Iteration 46Q: 3 clusters Score -6189798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -6189792.500000 Penalty: 5470.127441
	Iteration 47Q: 3 clusters Score -6189792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -6189798.000000 Penalty: 5470.127441
	Iteration 48Q: 3 clusters Score -6189798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -6189803.000000 Penalty: 5470.127441
	Iteration 49Q: 3 clusters Score -6189803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -6189800.500000 Penalty: 5470.127441
	Iteration 50Q: 3 clusters Score -6189800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -6189797.000000 Penalty: 5470.127441
	Iteration 51Q: 3 clusters Score -6189797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -6189791.000000 Penalty: 5470.127441
	Iteration 52Q: 3 clusters Score -6189791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -6189796.000000 Penalty: 5470.127441
	Iteration 53Q: 3 clusters Score -6189796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -6189803.500000 Penalty: 5470.127441
	Iteration 54Q: 3 clusters Score -6189804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -6189796.500000 Penalty: 5470.127441
	Iteration 55Q: 3 clusters Score -6189796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -6189805.000000 Penalty: 5470.127441
	Iteration 56Q: 3 clusters Score -6189805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -6189811.500000 Penalty: 5470.127441
	Iteration 57Q: 3 clusters Score -6189812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -6189802.000000 Penalty: 5470.127441
	Iteration 58Q: 3 clusters Score -6189802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -6189806.000000 Penalty: 5470.127441
	Iteration 59Q: 3 clusters Score -6189806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -6189806.500000 Penalty: 5470.127441
	Iteration 60F: 3 clusters Score -6189806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -6189810.500000 Penalty: 5470.127441
	Iteration 61Q: 3 clusters Score -6189810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -6189813.500000 Penalty: 5470.127441
	Iteration 62Q: 3 clusters Score -6189814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -6189806.000000 Penalty: 5470.127441
	Iteration 63Q: 3 clusters Score -6189806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -6189811.500000 Penalty: 5470.127441
	Iteration 64Q: 3 clusters Score -6189812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -6189813.500000 Penalty: 5470.127441
	Iteration 65Q: 3 clusters Score -6189814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -6189807.500000 Penalty: 5470.127441
	Iteration 66Q: 3 clusters Score -6189808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -6189807.500000 Penalty: 5470.127441
	Iteration 67Q: 3 clusters Score -6189808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -6189807.500000 Penalty: 5470.127441
	Iteration 68F: 3 clusters Score -6189808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Entering Unmasked Estep 
Score: -1408580.250000 Penalty: 2384.917969
	Iteration 0F: 2 clusters Score -1408580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1397670.375000 Penalty: 4769.835938
	Iteration 0F: 3 clusters Score -1397670 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1401401.000000 Penalty: 4769.835938
	Iteration 1F: 3 clusters Score -1401401 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1402073.750000 Penalty: 4769.835938
	Iteration 2F: 3 clusters Score -1402074 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1402760.000000 Penalty: 4769.835938
	Iteration 3F: 3 clusters Score -1402760 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1403478.625000 Penalty: 4769.835938
	Iteration 4F: 3 clusters Score -1403479 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1404193.250000 Penalty: 4769.835938
	Iteration 5F: 3 clusters Score -1404193 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1404822.625000 Penalty: 4769.835938
	Iteration 6F: 3 clusters Score -1404823 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1405415.375000 Penalty: 4769.835938
	Iteration 7F: 3 clusters Score -1405415 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1405829.125000 Penalty: 4769.835938
	Iteration 8Q: 3 clusters Score -1405829 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1406132.875000 Penalty: 4769.835938
	Iteration 9Q: 3 clusters Score -1406133 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1406318.250000 Penalty: 4769.835938
	Iteration 10Q: 3 clusters Score -1406318 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1406435.875000 Penalty: 4769.835938
	Iteration 11Q: 3 clusters Score -1406436 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1406505.500000 Penalty: 4769.835938
	Iteration 12Q: 3 clusters Score -1406506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1406554.375000 Penalty: 4769.835938
	Iteration 13Q: 3 clusters Score -1406554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1406589.375000 Penalty: 4769.835938
	Iteration 14Q: 3 clusters Score -1406589 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1406621.250000 Penalty: 4769.835938
	Iteration 15Q: 3 clusters Score -1406621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1406638.250000 Penalty: 4769.835938
	Iteration 16Q: 3 clusters Score -1406638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1406657.375000 Penalty: 4769.835938
	Iteration 17Q: 3 clusters Score -1406657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1406671.000000 Penalty: 4769.835938
	Iteration 18Q: 3 clusters Score -1406671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1406682.375000 Penalty: 4769.835938
	Iteration 19Q: 3 clusters Score -1406682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1406699.375000 Penalty: 4769.835938
	Iteration 20F: 3 clusters Score -1406699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1406707.000000 Penalty: 4769.835938
	Iteration 21Q: 3 clusters Score -1406707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1406719.375000 Penalty: 4769.835938
	Iteration 22Q: 3 clusters Score -1406719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1406727.500000 Penalty: 4769.835938
	Iteration 23Q: 3 clusters Score -1406728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1406738.375000 Penalty: 4769.835938
	Iteration 24Q: 3 clusters Score -1406738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1406751.125000 Penalty: 4769.835938
	Iteration 25Q: 3 clusters Score -1406751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1406764.000000 Penalty: 4769.835938
	Iteration 26Q: 3 clusters Score -1406764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1406773.000000 Penalty: 4769.835938
	Iteration 27Q: 3 clusters Score -1406773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1406785.125000 Penalty: 4769.835938
	Iteration 28Q: 3 clusters Score -1406785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1406796.000000 Penalty: 4769.835938
	Iteration 29Q: 3 clusters Score -1406796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1406804.125000 Penalty: 4769.835938
	Iteration 30Q: 3 clusters Score -1406804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1406812.500000 Penalty: 4769.835938
	Iteration 31Q: 3 clusters Score -1406812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1406814.875000 Penalty: 4769.835938
	Iteration 32Q: 3 clusters Score -1406815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1406819.750000 Penalty: 4769.835938
	Iteration 33Q: 3 clusters Score -1406820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1406822.625000 Penalty: 4769.835938
	Iteration 34Q: 3 clusters Score -1406823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1406826.250000 Penalty: 4769.835938
	Iteration 35Q: 3 clusters Score -1406826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1406839.375000 Penalty: 4769.835938
	Iteration 36Q: 3 clusters Score -1406839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1406845.000000 Penalty: 4769.835938
	Iteration 37Q: 3 clusters Score -1406845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1406855.125000 Penalty: 4769.835938
	Iteration 38Q: 3 clusters Score -1406855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1406858.375000 Penalty: 4769.835938
	Iteration 39Q: 3 clusters Score -1406858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1406868.500000 Penalty: 4769.835938
	Iteration 40F: 3 clusters Score -1406868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1406877.500000 Penalty: 4769.835938
	Iteration 41Q: 3 clusters Score -1406878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1406887.500000 Penalty: 4769.835938
	Iteration 42Q: 3 clusters Score -1406888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1406891.375000 Penalty: 4769.835938
	Iteration 43Q: 3 clusters Score -1406891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1406896.250000 Penalty: 4769.835938
	Iteration 44Q: 3 clusters Score -1406896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1406902.875000 Penalty: 4769.835938
	Iteration 45Q: 3 clusters Score -1406903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1406907.500000 Penalty: 4769.835938
	Iteration 46Q: 3 clusters Score -1406908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1406910.250000 Penalty: 4769.835938
	Iteration 47Q: 3 clusters Score -1406910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1406907.125000 Penalty: 4769.835938
	Iteration 48Q: 3 clusters Score -1406907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1406909.875000 Penalty: 4769.835938
	Iteration 49Q: 3 clusters Score -1406910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1406910.875000 Penalty: 4769.835938
	Iteration 50Q: 3 clusters Score -1406911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1406908.875000 Penalty: 4769.835938
	Iteration 51Q: 3 clusters Score -1406909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1406909.250000 Penalty: 4769.835938
	Iteration 52Q: 3 clusters Score -1406909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1406909.250000 Penalty: 4769.835938
	Iteration 53F: 3 clusters Score -1406909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Entering Unmasked Estep 
Score: -1829624.125000 Penalty: 2438.560059
	Iteration 0F: 2 clusters Score -1829624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1816461.750000 Penalty: 4877.120117
	Iteration 0F: 3 clusters Score -1816462 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1820874.750000 Penalty: 4877.120117
	Iteration 1F: 3 clusters Score -1820875 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1821426.750000 Penalty: 4877.120117
	Iteration 2F: 3 clusters Score -1821427 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1821971.250000 Penalty: 4877.120117
	Iteration 3F: 3 clusters Score -1821971 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1822558.875000 Penalty: 4877.120117
	Iteration 4F: 3 clusters Score -1822559 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1823229.500000 Penalty: 4877.120117
	Iteration 5F: 3 clusters Score -1823230 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1823983.250000 Penalty: 4877.120117
	Iteration 6F: 3 clusters Score -1823983 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1824749.875000 Penalty: 4877.120117
	Iteration 7F: 3 clusters Score -1824750 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1825433.625000 Penalty: 4877.120117
	Iteration 8F: 3 clusters Score -1825434 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1825978.750000 Penalty: 4877.120117
	Iteration 9Q: 3 clusters Score -1825979 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1826375.375000 Penalty: 4877.120117
	Iteration 10Q: 3 clusters Score -1826375 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1826688.750000 Penalty: 4877.120117
	Iteration 11Q: 3 clusters Score -1826689 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1826934.750000 Penalty: 4877.120117
	Iteration 12Q: 3 clusters Score -1826935 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1827068.375000 Penalty: 4877.120117
	Iteration 13Q: 3 clusters Score -1827068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1827157.625000 Penalty: 4877.120117
	Iteration 14Q: 3 clusters Score -1827158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1827243.125000 Penalty: 4877.120117
	Iteration 15Q: 3 clusters Score -1827243 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1827309.250000 Penalty: 4877.120117
	Iteration 16Q: 3 clusters Score -1827309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1827354.875000 Penalty: 4877.120117
	Iteration 17Q: 3 clusters Score -1827355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1827404.000000 Penalty: 4877.120117
	Iteration 18Q: 3 clusters Score -1827404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1827434.250000 Penalty: 4877.120117
	Iteration 19Q: 3 clusters Score -1827434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1827463.875000 Penalty: 4877.120117
	Iteration 20F: 3 clusters Score -1827464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1827491.125000 Penalty: 4877.120117
	Iteration 21Q: 3 clusters Score -1827491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1827515.875000 Penalty: 4877.120117
	Iteration 22Q: 3 clusters Score -1827516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1827530.875000 Penalty: 4877.120117
	Iteration 23Q: 3 clusters Score -1827531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1827543.000000 Penalty: 4877.120117
	Iteration 24Q: 3 clusters Score -1827543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1827548.000000 Penalty: 4877.120117
	Iteration 25Q: 3 clusters Score -1827548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1827557.750000 Penalty: 4877.120117
	Iteration 26Q: 3 clusters Score -1827558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1827561.000000 Penalty: 4877.120117
	Iteration 27Q: 3 clusters Score -1827561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1827560.250000 Penalty: 4877.120117
	Iteration 28Q: 3 clusters Score -1827560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1827561.750000 Penalty: 4877.120117
	Iteration 29Q: 3 clusters Score -1827562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1827565.625000 Penalty: 4877.120117
	Iteration 30Q: 3 clusters Score -1827566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1827566.875000 Penalty: 4877.120117
	Iteration 31Q: 3 clusters Score -1827567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1827573.000000 Penalty: 4877.120117
	Iteration 32Q: 3 clusters Score -1827573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1827574.250000 Penalty: 4877.120117
	Iteration 33Q: 3 clusters Score -1827574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1827576.125000 Penalty: 4877.120117
	Iteration 34Q: 3 clusters Score -1827576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1827574.625000 Penalty: 4877.120117
	Iteration 35Q: 3 clusters Score -1827575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1827574.625000 Penalty: 4877.120117
	Iteration 36F: 3 clusters Score -1827575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Entering Unmasked Estep 
Score: -1168903.250000 Penalty: 2337.811768
	Iteration 0F: 2 clusters Score -1168903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1159681.750000 Penalty: 4675.623535
	Iteration 0F: 3 clusters Score -1159682 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1162559.250000 Penalty: 4675.623535
	Iteration 1F: 3 clusters Score -1162559 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1163124.875000 Penalty: 4675.623535
	Iteration 2F: 3 clusters Score -1163125 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1163675.000000 Penalty: 4675.623535
	Iteration 3F: 3 clusters Score -1163675 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1164257.625000 Penalty: 4675.623535
	Iteration 4F: 3 clusters Score -1164258 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1164794.875000 Penalty: 4675.623535
	Iteration 5F: 3 clusters Score -1164795 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1165313.375000 Penalty: 4675.623535
	Iteration 6F: 3 clusters Score -1165313 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1165780.250000 Penalty: 4675.623535
	Iteration 7F: 3 clusters Score -1165780 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1166195.375000 Penalty: 4675.623535
	Iteration 8F: 3 clusters Score -1166195 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1166537.750000 Penalty: 4675.623535
	Iteration 9Q: 3 clusters Score -1166538 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1166805.000000 Penalty: 4675.623535
	Iteration 10Q: 3 clusters Score -1166805 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1167031.625000 Penalty: 4675.623535
	Iteration 11Q: 3 clusters Score -1167032 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1167222.000000 Penalty: 4675.623535
	Iteration 12Q: 3 clusters Score -1167222 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1167386.625000 Penalty: 4675.623535
	Iteration 13Q: 3 clusters Score -1167387 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1167549.750000 Penalty: 4675.623535
	Iteration 14Q: 3 clusters Score -1167550 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1167672.125000 Penalty: 4675.623535
	Iteration 15Q: 3 clusters Score -1167672 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1167791.250000 Penalty: 4675.623535
	Iteration 16Q: 3 clusters Score -1167791 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1167900.625000 Penalty: 4675.623535
	Iteration 17Q: 3 clusters Score -1167901 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1167983.375000 Penalty: 4675.623535
	Iteration 18Q: 3 clusters Score -1167983 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1168031.500000 Penalty: 4675.623535
	Iteration 19Q: 3 clusters Score -1168032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1168082.750000 Penalty: 4675.623535
	Iteration 20F: 3 clusters Score -1168083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1168126.000000 Penalty: 4675.623535
	Iteration 21Q: 3 clusters Score -1168126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1168165.125000 Penalty: 4675.623535
	Iteration 22Q: 3 clusters Score -1168165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1168188.250000 Penalty: 4675.623535
	Iteration 23Q: 3 clusters Score -1168188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1168209.375000 Penalty: 4675.623535
	Iteration 24Q: 3 clusters Score -1168209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1168219.250000 Penalty: 4675.623535
	Iteration 25Q: 3 clusters Score -1168219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1168228.625000 Penalty: 4675.623535
	Iteration 26Q: 3 clusters Score -1168229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1168234.750000 Penalty: 4675.623535
	Iteration 27Q: 3 clusters Score -1168235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1168243.625000 Penalty: 4675.623535
	Iteration 28Q: 3 clusters Score -1168244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1168244.500000 Penalty: 4675.623535
	Iteration 29Q: 3 clusters Score -1168244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1168245.500000 Penalty: 4675.623535
	Iteration 30Q: 3 clusters Score -1168246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1168249.250000 Penalty: 4675.623535
	Iteration 31Q: 3 clusters Score -1168249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1168248.625000 Penalty: 4675.623535
	Iteration 32Q: 3 clusters Score -1168249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1168250.625000 Penalty: 4675.623535
	Iteration 33Q: 3 clusters Score -1168251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1168255.250000 Penalty: 4675.623535
	Iteration 34Q: 3 clusters Score -1168255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1168258.250000 Penalty: 4675.623535
	Iteration 35Q: 3 clusters Score -1168258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1168259.125000 Penalty: 4675.623535
	Iteration 36Q: 3 clusters Score -1168259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1168259.500000 Penalty: 4675.623535
	Iteration 37Q: 3 clusters Score -1168260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1168259.625000 Penalty: 4675.623535
	Iteration 38Q: 3 clusters Score -1168260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1168261.125000 Penalty: 4675.623535
	Iteration 39Q: 3 clusters Score -1168261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1168262.250000 Penalty: 4675.623535
	Iteration 40F: 3 clusters Score -1168262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1168261.500000 Penalty: 4675.623535
	Iteration 41Q: 3 clusters Score -1168262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1168262.625000 Penalty: 4675.623535
	Iteration 42Q: 3 clusters Score -1168263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1168261.125000 Penalty: 4675.623535
	Iteration 43Q: 3 clusters Score -1168261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1168261.000000 Penalty: 4675.623535
	Iteration 44Q: 3 clusters Score -1168261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1168262.500000 Penalty: 4675.623535
	Iteration 45Q: 3 clusters Score -1168262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1168261.375000 Penalty: 4675.623535
	Iteration 46Q: 3 clusters Score -1168261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1168261.375000 Penalty: 4675.623535
	Iteration 47F: 3 clusters Score -1168261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Entering Unmasked Estep 
Score: -1526358.875000 Penalty: 2395.857422
	Iteration 0F: 2 clusters Score -1526359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1515053.875000 Penalty: 4791.714844
	Iteration 0F: 3 clusters Score -1515054 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1518777.125000 Penalty: 4791.714844
	Iteration 1F: 3 clusters Score -1518777 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1519126.750000 Penalty: 4791.714844
	Iteration 2F: 3 clusters Score -1519127 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1519454.250000 Penalty: 4791.714844
	Iteration 3Q: 3 clusters Score -1519454 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1519789.750000 Penalty: 4791.714844
	Iteration 4Q: 3 clusters Score -1519790 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1520178.125000 Penalty: 4791.714844
	Iteration 5Q: 3 clusters Score -1520178 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1520550.375000 Penalty: 4791.714844
	Iteration 6Q: 3 clusters Score -1520550 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1520921.625000 Penalty: 4791.714844
	Iteration 7Q: 3 clusters Score -1520922 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1521278.875000 Penalty: 4791.714844
	Iteration 8Q: 3 clusters Score -1521279 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1521647.125000 Penalty: 4791.714844
	Iteration 9Q: 3 clusters Score -1521647 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1521980.750000 Penalty: 4791.714844
	Iteration 10Q: 3 clusters Score -1521981 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1522299.750000 Penalty: 4791.714844
	Iteration 11Q: 3 clusters Score -1522300 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1522624.125000 Penalty: 4791.714844
	Iteration 12Q: 3 clusters Score -1522624 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1522908.750000 Penalty: 4791.714844
	Iteration 13Q: 3 clusters Score -1522909 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1523087.625000 Penalty: 4791.714844
	Iteration 14Q: 3 clusters Score -1523088 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1523206.500000 Penalty: 4791.714844
	Iteration 15Q: 3 clusters Score -1523206 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1523286.875000 Penalty: 4791.714844
	Iteration 16Q: 3 clusters Score -1523287 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1523340.875000 Penalty: 4791.714844
	Iteration 17Q: 3 clusters Score -1523341 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1523376.375000 Penalty: 4791.714844
	Iteration 18Q: 3 clusters Score -1523376 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1523399.375000 Penalty: 4791.714844
	Iteration 19Q: 3 clusters Score -1523399 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1523429.750000 Penalty: 4791.714844
	Iteration 20F: 3 clusters Score -1523430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1523449.625000 Penalty: 4791.714844
	Iteration 21Q: 3 clusters Score -1523450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1523463.750000 Penalty: 4791.714844
	Iteration 22Q: 3 clusters Score -1523464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1523475.125000 Penalty: 4791.714844
	Iteration 23Q: 3 clusters Score -1523475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1523487.750000 Penalty: 4791.714844
	Iteration 24Q: 3 clusters Score -1523488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1523504.750000 Penalty: 4791.714844
	Iteration 25Q: 3 clusters Score -1523505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1523515.000000 Penalty: 4791.714844
	Iteration 26Q: 3 clusters Score -1523515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1523528.000000 Penalty: 4791.714844
	Iteration 27Q: 3 clusters Score -1523528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1523530.375000 Penalty: 4791.714844
	Iteration 28Q: 3 clusters Score -1523530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1523542.250000 Penalty: 4791.714844
	Iteration 29Q: 3 clusters Score -1523542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1523550.500000 Penalty: 4791.714844
	Iteration 30Q: 3 clusters Score -1523550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1523558.625000 Penalty: 4791.714844
	Iteration 31Q: 3 clusters Score -1523559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1523563.125000 Penalty: 4791.714844
	Iteration 32Q: 3 clusters Score -1523563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1523572.125000 Penalty: 4791.714844
	Iteration 33Q: 3 clusters Score -1523572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1523576.375000 Penalty: 4791.714844
	Iteration 34Q: 3 clusters Score -1523576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1523577.000000 Penalty: 4791.714844
	Iteration 35Q: 3 clusters Score -1523577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1523594.000000 Penalty: 4791.714844
	Iteration 36Q: 3 clusters Score -1523594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1523597.500000 Penalty: 4791.714844
	Iteration 37Q: 3 clusters Score -1523598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1523594.000000 Penalty: 4791.714844
	Iteration 38Q: 3 clusters Score -1523594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1523602.875000 Penalty: 4791.714844
	Iteration 39Q: 3 clusters Score -1523603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1523610.750000 Penalty: 4791.714844
	Iteration 40F: 3 clusters Score -1523611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1523616.875000 Penalty: 4791.714844
	Iteration 41Q: 3 clusters Score -1523617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1523616.250000 Penalty: 4791.714844
	Iteration 42Q: 3 clusters Score -1523616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1523620.500000 Penalty: 4791.714844
	Iteration 43Q: 3 clusters Score -1523620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1523619.375000 Penalty: 4791.714844
	Iteration 44Q: 3 clusters Score -1523619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1523622.875000 Penalty: 4791.714844
	Iteration 45Q: 3 clusters Score -1523623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1523626.875000 Penalty: 4791.714844
	Iteration 46Q: 3 clusters Score -1523627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1523628.500000 Penalty: 4791.714844
	Iteration 47Q: 3 clusters Score -1523628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1523634.500000 Penalty: 4791.714844
	Iteration 48Q: 3 clusters Score -1523634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1523639.375000 Penalty: 4791.714844
	Iteration 49Q: 3 clusters Score -1523639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1523640.625000 Penalty: 4791.714844
	Iteration 50Q: 3 clusters Score -1523641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1523644.875000 Penalty: 4791.714844
	Iteration 51Q: 3 clusters Score -1523645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1523645.375000 Penalty: 4791.714844
	Iteration 52Q: 3 clusters Score -1523645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1523644.875000 Penalty: 4791.714844
	Iteration 53Q: 3 clusters Score -1523645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1523649.000000 Penalty: 4791.714844
	Iteration 54Q: 3 clusters Score -1523649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1523652.250000 Penalty: 4791.714844
	Iteration 55Q: 3 clusters Score -1523652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1523652.125000 Penalty: 4791.714844
	Iteration 56Q: 3 clusters Score -1523652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1523656.625000 Penalty: 4791.714844
	Iteration 57Q: 3 clusters Score -1523657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1523656.625000 Penalty: 4791.714844
	Iteration 58Q: 3 clusters Score -1523657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1523654.250000 Penalty: 4791.714844
	Iteration 59Q: 3 clusters Score -1523654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1523663.750000 Penalty: 4791.714844
	Iteration 60F: 3 clusters Score -1523664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1523661.625000 Penalty: 4791.714844
	Iteration 61Q: 3 clusters Score -1523662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1523662.375000 Penalty: 4791.714844
	Iteration 62Q: 3 clusters Score -1523662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1523663.125000 Penalty: 4791.714844
	Iteration 63Q: 3 clusters Score -1523663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1523662.750000 Penalty: 4791.714844
	Iteration 64Q: 3 clusters Score -1523663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1523661.750000 Penalty: 4791.714844
	Iteration 65Q: 3 clusters Score -1523662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1523663.125000 Penalty: 4791.714844
	Iteration 66Q: 3 clusters Score -1523663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1523662.375000 Penalty: 4791.714844
	Iteration 67Q: 3 clusters Score -1523662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1523664.000000 Penalty: 4791.714844
	Iteration 68Q: 3 clusters Score -1523664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1523662.250000 Penalty: 4791.714844
	Iteration 69Q: 3 clusters Score -1523662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1523665.500000 Penalty: 4791.714844
	Iteration 70Q: 3 clusters Score -1523666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1523665.750000 Penalty: 4791.714844
	Iteration 71Q: 3 clusters Score -1523666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1523665.750000 Penalty: 4791.714844
	Iteration 72F: 3 clusters Score -1523666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Entering Unmasked Estep 
Score: -3493202.500000 Penalty: 2594.934570
	Iteration 0F: 2 clusters Score -3493202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3469420.750000 Penalty: 5189.869141
	Iteration 0F: 3 clusters Score -3469421 nChanged 15918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3478107.750000 Penalty: 5189.869141
	Iteration 1F: 3 clusters Score -3478108 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3478549.500000 Penalty: 5189.869141
	Iteration 2Q: 3 clusters Score -3478550 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3478947.250000 Penalty: 5189.869141
	Iteration 3Q: 3 clusters Score -3478947 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3479377.500000 Penalty: 5189.869141
	Iteration 4Q: 3 clusters Score -3479378 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3479973.250000 Penalty: 5189.869141
	Iteration 5Q: 3 clusters Score -3479973 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3480897.250000 Penalty: 5189.869141
	Iteration 6Q: 3 clusters Score -3480897 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3482226.500000 Penalty: 5189.869141
	Iteration 7F: 3 clusters Score -3482226 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3484042.250000 Penalty: 5189.869141
	Iteration 8F: 3 clusters Score -3484042 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3485859.500000 Penalty: 5189.869141
	Iteration 9F: 3 clusters Score -3485860 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3487219.500000 Penalty: 5189.869141
	Iteration 10F: 3 clusters Score -3487220 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -3488035.250000 Penalty: 5189.869141
	Iteration 11Q: 3 clusters Score -3488035 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3488604.500000 Penalty: 5189.869141
	Iteration 12Q: 3 clusters Score -3488604 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3489021.500000 Penalty: 5189.869141
	Iteration 13Q: 3 clusters Score -3489022 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3489312.750000 Penalty: 5189.869141
	Iteration 14Q: 3 clusters Score -3489313 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3489473.250000 Penalty: 5189.869141
	Iteration 15Q: 3 clusters Score -3489473 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3489615.250000 Penalty: 5189.869141
	Iteration 16Q: 3 clusters Score -3489615 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3489708.000000 Penalty: 5189.869141
	Iteration 17Q: 3 clusters Score -3489708 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3489790.750000 Penalty: 5189.869141
	Iteration 18Q: 3 clusters Score -3489791 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3489856.500000 Penalty: 5189.869141
	Iteration 19Q: 3 clusters Score -3489856 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3489908.750000 Penalty: 5189.869141
	Iteration 20F: 3 clusters Score -3489909 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3489983.250000 Penalty: 5189.869141
	Iteration 21Q: 3 clusters Score -3489983 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3490059.000000 Penalty: 5189.869141
	Iteration 22Q: 3 clusters Score -3490059 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3490111.750000 Penalty: 5189.869141
	Iteration 23Q: 3 clusters Score -3490112 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3490178.750000 Penalty: 5189.869141
	Iteration 24Q: 3 clusters Score -3490179 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3490254.250000 Penalty: 5189.869141
	Iteration 25Q: 3 clusters Score -3490254 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3490314.000000 Penalty: 5189.869141
	Iteration 26Q: 3 clusters Score -3490314 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3490368.750000 Penalty: 5189.869141
	Iteration 27Q: 3 clusters Score -3490369 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3490433.000000 Penalty: 5189.869141
	Iteration 28Q: 3 clusters Score -3490433 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3490487.750000 Penalty: 5189.869141
	Iteration 29Q: 3 clusters Score -3490488 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3490529.500000 Penalty: 5189.869141
	Iteration 30Q: 3 clusters Score -3490530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3490580.250000 Penalty: 5189.869141
	Iteration 31Q: 3 clusters Score -3490580 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3490621.500000 Penalty: 5189.869141
	Iteration 32Q: 3 clusters Score -3490622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3490665.750000 Penalty: 5189.869141
	Iteration 33Q: 3 clusters Score -3490666 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3490695.750000 Penalty: 5189.869141
	Iteration 34Q: 3 clusters Score -3490696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3490736.500000 Penalty: 5189.869141
	Iteration 35Q: 3 clusters Score -3490736 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3490763.000000 Penalty: 5189.869141
	Iteration 36Q: 3 clusters Score -3490763 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3490806.000000 Penalty: 5189.869141
	Iteration 37Q: 3 clusters Score -3490806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3490825.500000 Penalty: 5189.869141
	Iteration 38Q: 3 clusters Score -3490826 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3490838.500000 Penalty: 5189.869141
	Iteration 39Q: 3 clusters Score -3490838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3490867.750000 Penalty: 5189.869141
	Iteration 40F: 3 clusters Score -3490868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3490881.500000 Penalty: 5189.869141
	Iteration 41Q: 3 clusters Score -3490882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3490908.750000 Penalty: 5189.869141
	Iteration 42Q: 3 clusters Score -3490909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3490942.000000 Penalty: 5189.869141
	Iteration 43Q: 3 clusters Score -3490942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3490953.000000 Penalty: 5189.869141
	Iteration 44Q: 3 clusters Score -3490953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3490973.250000 Penalty: 5189.869141
	Iteration 45Q: 3 clusters Score -3490973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -3490968.250000 Penalty: 5189.869141
	Iteration 46Q: 3 clusters Score -3490968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3490993.500000 Penalty: 5189.869141
	Iteration 47Q: 3 clusters Score -3490994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3490999.750000 Penalty: 5189.869141
	Iteration 48Q: 3 clusters Score -3491000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3490999.500000 Penalty: 5189.869141
	Iteration 49Q: 3 clusters Score -3491000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3491019.750000 Penalty: 5189.869141
	Iteration 50Q: 3 clusters Score -3491020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -3491024.750000 Penalty: 5189.869141
	Iteration 51Q: 3 clusters Score -3491025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3491028.750000 Penalty: 5189.869141
	Iteration 52Q: 3 clusters Score -3491029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3491034.250000 Penalty: 5189.869141
	Iteration 53Q: 3 clusters Score -3491034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -3491045.000000 Penalty: 5189.869141
	Iteration 54Q: 3 clusters Score -3491045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -3491046.000000 Penalty: 5189.869141
	Iteration 55Q: 3 clusters Score -3491046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3491066.000000 Penalty: 5189.869141
	Iteration 56Q: 3 clusters Score -3491066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3491073.500000 Penalty: 5189.869141
	Iteration 57Q: 3 clusters Score -3491074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -3491092.750000 Penalty: 5189.869141
	Iteration 58Q: 3 clusters Score -3491093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3491091.750000 Penalty: 5189.869141
	Iteration 59Q: 3 clusters Score -3491092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3491107.250000 Penalty: 5189.869141
	Iteration 60F: 3 clusters Score -3491107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -3491120.000000 Penalty: 5189.869141
	Iteration 61Q: 3 clusters Score -3491120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3491123.750000 Penalty: 5189.869141
	Iteration 62Q: 3 clusters Score -3491124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3491128.250000 Penalty: 5189.869141
	Iteration 63Q: 3 clusters Score -3491128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3491133.000000 Penalty: 5189.869141
	Iteration 64Q: 3 clusters Score -3491133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -3491148.000000 Penalty: 5189.869141
	Iteration 65Q: 3 clusters Score -3491148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3491151.750000 Penalty: 5189.869141
	Iteration 66Q: 3 clusters Score -3491152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3491154.750000 Penalty: 5189.869141
	Iteration 67Q: 3 clusters Score -3491155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3491164.000000 Penalty: 5189.869141
	Iteration 68Q: 3 clusters Score -3491164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3491166.250000 Penalty: 5189.869141
	Iteration 69Q: 3 clusters Score -3491166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3491171.500000 Penalty: 5189.869141
	Iteration 70Q: 3 clusters Score -3491172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3491185.000000 Penalty: 5189.869141
	Iteration 71Q: 3 clusters Score -3491185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3491189.000000 Penalty: 5189.869141
	Iteration 72Q: 3 clusters Score -3491189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -3491187.000000 Penalty: 5189.869141
	Iteration 73Q: 3 clusters Score -3491187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3491197.500000 Penalty: 5189.869141
	Iteration 74Q: 3 clusters Score -3491198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -3491206.250000 Penalty: 5189.869141
	Iteration 75Q: 3 clusters Score -3491206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3491204.500000 Penalty: 5189.869141
	Iteration 76Q: 3 clusters Score -3491204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3491206.750000 Penalty: 5189.869141
	Iteration 77Q: 3 clusters Score -3491207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3491212.000000 Penalty: 5189.869141
	Iteration 78Q: 3 clusters Score -3491212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -3491210.250000 Penalty: 5189.869141
	Iteration 79Q: 3 clusters Score -3491210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3491212.750000 Penalty: 5189.869141
	Iteration 80F: 3 clusters Score -3491213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -3491215.000000 Penalty: 5189.869141
	Iteration 81Q: 3 clusters Score -3491215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -3491217.000000 Penalty: 5189.869141
	Iteration 82Q: 3 clusters Score -3491217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3491223.500000 Penalty: 5189.869141
	Iteration 83Q: 3 clusters Score -3491224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3491224.000000 Penalty: 5189.869141
	Iteration 84Q: 3 clusters Score -3491224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -3491226.750000 Penalty: 5189.869141
	Iteration 85Q: 3 clusters Score -3491227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -3491229.000000 Penalty: 5189.869141
	Iteration 86Q: 3 clusters Score -3491229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3491222.500000 Penalty: 5189.869141
	Iteration 87Q: 3 clusters Score -3491222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3491224.000000 Penalty: 5189.869141
	Iteration 88Q: 3 clusters Score -3491224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3491225.750000 Penalty: 5189.869141
	Iteration 89Q: 3 clusters Score -3491226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3491225.750000 Penalty: 5189.869141
	Iteration 90F: 3 clusters Score -3491226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Entering Unmasked Estep 
Score: -2597987.500000 Penalty: 2514.372559
	Iteration 0F: 2 clusters Score -2597988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2580604.500000 Penalty: 5028.745117
	Iteration 0F: 3 clusters Score -2580604 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2587016.250000 Penalty: 5028.745117
	Iteration 1F: 3 clusters Score -2587016 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2587863.250000 Penalty: 5028.745117
	Iteration 2F: 3 clusters Score -2587863 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2588869.250000 Penalty: 5028.745117
	Iteration 3F: 3 clusters Score -2588869 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2590077.750000 Penalty: 5028.745117
	Iteration 4F: 3 clusters Score -2590078 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2591234.750000 Penalty: 5028.745117
	Iteration 5F: 3 clusters Score -2591235 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2592325.000000 Penalty: 5028.745117
	Iteration 6F: 3 clusters Score -2592325 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2593180.500000 Penalty: 5028.745117
	Iteration 7F: 3 clusters Score -2593180 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2593731.000000 Penalty: 5028.745117
	Iteration 8Q: 3 clusters Score -2593731 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2594147.500000 Penalty: 5028.745117
	Iteration 9Q: 3 clusters Score -2594148 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2594435.000000 Penalty: 5028.745117
	Iteration 10Q: 3 clusters Score -2594435 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2594684.000000 Penalty: 5028.745117
	Iteration 11Q: 3 clusters Score -2594684 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2594891.750000 Penalty: 5028.745117
	Iteration 12Q: 3 clusters Score -2594892 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2595060.750000 Penalty: 5028.745117
	Iteration 13Q: 3 clusters Score -2595061 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2595231.750000 Penalty: 5028.745117
	Iteration 14Q: 3 clusters Score -2595232 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2595388.750000 Penalty: 5028.745117
	Iteration 15Q: 3 clusters Score -2595389 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2595478.750000 Penalty: 5028.745117
	Iteration 16Q: 3 clusters Score -2595479 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2595554.750000 Penalty: 5028.745117
	Iteration 17Q: 3 clusters Score -2595555 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2595608.500000 Penalty: 5028.745117
	Iteration 18Q: 3 clusters Score -2595608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2595649.500000 Penalty: 5028.745117
	Iteration 19Q: 3 clusters Score -2595650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2595684.500000 Penalty: 5028.745117
	Iteration 20F: 3 clusters Score -2595684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2595721.250000 Penalty: 5028.745117
	Iteration 21Q: 3 clusters Score -2595721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2595753.000000 Penalty: 5028.745117
	Iteration 22Q: 3 clusters Score -2595753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2595782.250000 Penalty: 5028.745117
	Iteration 23Q: 3 clusters Score -2595782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2595801.250000 Penalty: 5028.745117
	Iteration 24Q: 3 clusters Score -2595801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2595821.000000 Penalty: 5028.745117
	Iteration 25Q: 3 clusters Score -2595821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2595834.000000 Penalty: 5028.745117
	Iteration 26Q: 3 clusters Score -2595834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2595870.750000 Penalty: 5028.745117
	Iteration 27Q: 3 clusters Score -2595871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2595873.750000 Penalty: 5028.745117
	Iteration 28Q: 3 clusters Score -2595874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2595886.000000 Penalty: 5028.745117
	Iteration 29Q: 3 clusters Score -2595886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2595896.750000 Penalty: 5028.745117
	Iteration 30Q: 3 clusters Score -2595897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2595909.000000 Penalty: 5028.745117
	Iteration 31Q: 3 clusters Score -2595909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2595914.750000 Penalty: 5028.745117
	Iteration 32Q: 3 clusters Score -2595915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2595909.000000 Penalty: 5028.745117
	Iteration 33Q: 3 clusters Score -2595909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2595923.750000 Penalty: 5028.745117
	Iteration 34Q: 3 clusters Score -2595924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2595924.250000 Penalty: 5028.745117
	Iteration 35Q: 3 clusters Score -2595924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2595927.250000 Penalty: 5028.745117
	Iteration 36Q: 3 clusters Score -2595927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2595927.500000 Penalty: 5028.745117
	Iteration 37Q: 3 clusters Score -2595928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2595932.250000 Penalty: 5028.745117
	Iteration 38Q: 3 clusters Score -2595932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2595940.750000 Penalty: 5028.745117
	Iteration 39Q: 3 clusters Score -2595941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2595948.500000 Penalty: 5028.745117
	Iteration 40F: 3 clusters Score -2595948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2595956.750000 Penalty: 5028.745117
	Iteration 41Q: 3 clusters Score -2595957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2595950.250000 Penalty: 5028.745117
	Iteration 42Q: 3 clusters Score -2595950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2595957.500000 Penalty: 5028.745117
	Iteration 43Q: 3 clusters Score -2595958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2595953.250000 Penalty: 5028.745117
	Iteration 44Q: 3 clusters Score -2595953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2595958.000000 Penalty: 5028.745117
	Iteration 45Q: 3 clusters Score -2595958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2595960.000000 Penalty: 5028.745117
	Iteration 46Q: 3 clusters Score -2595960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2595963.500000 Penalty: 5028.745117
	Iteration 47Q: 3 clusters Score -2595964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2595964.000000 Penalty: 5028.745117
	Iteration 48Q: 3 clusters Score -2595964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2595968.000000 Penalty: 5028.745117
	Iteration 49Q: 3 clusters Score -2595968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2595967.500000 Penalty: 5028.745117
	Iteration 50Q: 3 clusters Score -2595968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2595973.000000 Penalty: 5028.745117
	Iteration 51Q: 3 clusters Score -2595973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2595970.750000 Penalty: 5028.745117
	Iteration 52Q: 3 clusters Score -2595971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2595970.750000 Penalty: 5028.745117
	Iteration 53F: 3 clusters Score -2595971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1003489.750000 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -1003490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -995908.062500 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -995908.1 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -998137.500000 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -998137.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -998488.687500 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -998488.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -998774.875000 Penalty: 4561.436523
	Iteration 3F: 3 clusters Score -998774.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -999111.250000 Penalty: 4561.436523
	Iteration 4F: 3 clusters Score -999111.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -999486.125000 Penalty: 4561.436523
	Iteration 5F: 3 clusters Score -999486.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -999863.312500 Penalty: 4561.436523
	Iteration 6F: 3 clusters Score -999863.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1000199.562500 Penalty: 4561.436523
	Iteration 7F: 3 clusters Score -1000200 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1000498.000000 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -1000498 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1000737.687500 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -1000738 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1000934.625000 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -1000935 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1001104.062500 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -1001104 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1001232.625000 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -1001233 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1001300.312500 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -1001300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1001347.062500 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -1001347 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1001366.812500 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -1001367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1001386.562500 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -1001387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1001402.125000 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -1001402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1001413.062500 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -1001413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1001418.250000 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -1001418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1001422.750000 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -1001423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1001428.937500 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -1001429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1001436.750000 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -1001437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1001444.187500 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -1001444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1001448.812500 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -1001449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1001449.812500 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -1001450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1001453.500000 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -1001454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1001457.750000 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -1001458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1001460.125000 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -1001460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1001460.687500 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -1001461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1001464.000000 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -1001464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1001464.250000 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -1001464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1001464.250000 Penalty: 4561.436523
	Iteration 32F: 3 clusters Score -1001464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Entering Unmasked Estep 
Score: -1408241.375000 Penalty: 2399.917969
	Iteration 0F: 2 clusters Score -1408241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1396655.750000 Penalty: 4799.835938
	Iteration 0F: 3 clusters Score -1396656 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1400785.250000 Penalty: 4799.835938
	Iteration 1F: 3 clusters Score -1400785 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1401555.625000 Penalty: 4799.835938
	Iteration 2F: 3 clusters Score -1401556 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1402304.625000 Penalty: 4799.835938
	Iteration 3F: 3 clusters Score -1402305 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1403037.500000 Penalty: 4799.835938
	Iteration 4F: 3 clusters Score -1403038 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1403722.500000 Penalty: 4799.835938
	Iteration 5F: 3 clusters Score -1403722 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1404269.250000 Penalty: 4799.835938
	Iteration 6F: 3 clusters Score -1404269 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1404679.000000 Penalty: 4799.835938
	Iteration 7Q: 3 clusters Score -1404679 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1404985.250000 Penalty: 4799.835938
	Iteration 8Q: 3 clusters Score -1404985 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1405177.750000 Penalty: 4799.835938
	Iteration 9Q: 3 clusters Score -1405178 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1405320.375000 Penalty: 4799.835938
	Iteration 10Q: 3 clusters Score -1405320 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1405428.375000 Penalty: 4799.835938
	Iteration 11Q: 3 clusters Score -1405428 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1405530.625000 Penalty: 4799.835938
	Iteration 12Q: 3 clusters Score -1405531 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1405621.875000 Penalty: 4799.835938
	Iteration 13Q: 3 clusters Score -1405622 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1405705.125000 Penalty: 4799.835938
	Iteration 14Q: 3 clusters Score -1405705 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1405797.750000 Penalty: 4799.835938
	Iteration 15Q: 3 clusters Score -1405798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1405864.125000 Penalty: 4799.835938
	Iteration 16Q: 3 clusters Score -1405864 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1405914.250000 Penalty: 4799.835938
	Iteration 17Q: 3 clusters Score -1405914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1405955.250000 Penalty: 4799.835938
	Iteration 18Q: 3 clusters Score -1405955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1405998.750000 Penalty: 4799.835938
	Iteration 19Q: 3 clusters Score -1405999 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1406041.625000 Penalty: 4799.835938
	Iteration 20F: 3 clusters Score -1406042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1406076.500000 Penalty: 4799.835938
	Iteration 21Q: 3 clusters Score -1406076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1406100.125000 Penalty: 4799.835938
	Iteration 22Q: 3 clusters Score -1406100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1406123.125000 Penalty: 4799.835938
	Iteration 23Q: 3 clusters Score -1406123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1406141.500000 Penalty: 4799.835938
	Iteration 24Q: 3 clusters Score -1406142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1406160.625000 Penalty: 4799.835938
	Iteration 25Q: 3 clusters Score -1406161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1406181.250000 Penalty: 4799.835938
	Iteration 26Q: 3 clusters Score -1406181 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1406190.000000 Penalty: 4799.835938
	Iteration 27Q: 3 clusters Score -1406190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1406199.375000 Penalty: 4799.835938
	Iteration 28Q: 3 clusters Score -1406199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1406210.625000 Penalty: 4799.835938
	Iteration 29Q: 3 clusters Score -1406211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1406216.625000 Penalty: 4799.835938
	Iteration 30Q: 3 clusters Score -1406217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1406221.750000 Penalty: 4799.835938
	Iteration 31Q: 3 clusters Score -1406222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1406229.500000 Penalty: 4799.835938
	Iteration 32Q: 3 clusters Score -1406230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1406234.750000 Penalty: 4799.835938
	Iteration 33Q: 3 clusters Score -1406235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1406238.750000 Penalty: 4799.835938
	Iteration 34Q: 3 clusters Score -1406239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1406243.250000 Penalty: 4799.835938
	Iteration 35Q: 3 clusters Score -1406243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1406247.625000 Penalty: 4799.835938
	Iteration 36Q: 3 clusters Score -1406248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1406251.375000 Penalty: 4799.835938
	Iteration 37Q: 3 clusters Score -1406251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1406258.250000 Penalty: 4799.835938
	Iteration 38Q: 3 clusters Score -1406258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1406259.500000 Penalty: 4799.835938
	Iteration 39Q: 3 clusters Score -1406260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1406260.125000 Penalty: 4799.835938
	Iteration 40F: 3 clusters Score -1406260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1406264.875000 Penalty: 4799.835938
	Iteration 41Q: 3 clusters Score -1406265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1406272.250000 Penalty: 4799.835938
	Iteration 42Q: 3 clusters Score -1406272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1406272.000000 Penalty: 4799.835938
	Iteration 43Q: 3 clusters Score -1406272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1406271.875000 Penalty: 4799.835938
	Iteration 44Q: 3 clusters Score -1406272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1406273.750000 Penalty: 4799.835938
	Iteration 45Q: 3 clusters Score -1406274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1406275.125000 Penalty: 4799.835938
	Iteration 46Q: 3 clusters Score -1406275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1406278.500000 Penalty: 4799.835938
	Iteration 47Q: 3 clusters Score -1406278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1406277.250000 Penalty: 4799.835938
	Iteration 48Q: 3 clusters Score -1406277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1406276.000000 Penalty: 4799.835938
	Iteration 49Q: 3 clusters Score -1406276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1406276.125000 Penalty: 4799.835938
	Iteration 50Q: 3 clusters Score -1406276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1406278.750000 Penalty: 4799.835938
	Iteration 51Q: 3 clusters Score -1406279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1406279.250000 Penalty: 4799.835938
	Iteration 52Q: 3 clusters Score -1406279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1406278.875000 Penalty: 4799.835938
	Iteration 53Q: 3 clusters Score -1406279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1406279.000000 Penalty: 4799.835938
	Iteration 54Q: 3 clusters Score -1406279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1406279.375000 Penalty: 4799.835938
	Iteration 55Q: 3 clusters Score -1406279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1406279.375000 Penalty: 4799.835938
	Iteration 56F: 3 clusters Score -1406279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -171672.515625 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -171672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -169085.937500 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -169085.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -169734.468750 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -169734.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170048.781250 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -170048.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170243.046875 Penalty: 3781.083984
	Iteration 3F: 3 clusters Score -170243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170361.687500 Penalty: 3781.083984
	Iteration 4F: 3 clusters Score -170361.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -170462.578125 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -170462.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -170525.656250 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -170525.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170590.656250 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -170590.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170658.890625 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -170658.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -170715.187500 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -170715.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -170768.562500 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -170768.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -170829.390625 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -170829.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170865.343750 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -170865.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -170889.421875 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -170889.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -170906.640625 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -170906.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -170914.921875 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -170914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -170922.859375 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -170922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -170931.125000 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -170931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170936.218750 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -170936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -170943.203125 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -170943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -170949.328125 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -170949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -170952.609375 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -170952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -170952.921875 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -170952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -170952.921875 Penalty: 3781.083984
	Iteration 23F: 3 clusters Score -170952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -196259.000000 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -196259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -193547.093750 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -193547.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -194136.828125 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -194136.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194383.843750 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -194383.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -194607.218750 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -194607.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -194754.265625 Penalty: 3806.379883
	Iteration 4F: 3 clusters Score -194754.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -194870.750000 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -194870.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -194960.109375 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -194960.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195068.109375 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -195068.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -195300.765625 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -195300.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -195607.265625 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -195607.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -195791.765625 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -195791.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -195888.828125 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -195888.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195955.015625 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -195955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196015.703125 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -196015.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196064.265625 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -196064.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -196110.218750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -196110.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -196185.609375 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -196185.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -196239.062500 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -196239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -196293.812500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -196293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196336.453125 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -196336.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -196374.453125 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -196374.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -196403.171875 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -196403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196414.890625 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -196414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -196421.750000 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -196421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -196429.468750 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -196429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196432.515625 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -196432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -196433.843750 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -196433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -196436.250000 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -196436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196436.734375 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -196436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196436.734375 Penalty: 3806.379883
	Iteration 29F: 3 clusters Score -196436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41203 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61604 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23488 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 603 members 
Entering Unmasked Estep 
Score: -58960688.000000 Penalty: 145648.796875
Splitting cluster 22 changes total score from -58961956.000000 to -58960688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (16328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Entering Unmasked Estep 
Score: -1510206.875000 Penalty: 2405.758057
	Iteration 0F: 2 clusters Score -1510207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1498609.625000 Penalty: 4811.516113
	Iteration 0F: 3 clusters Score -1498610 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1502477.125000 Penalty: 4811.516113
	Iteration 1F: 3 clusters Score -1502477 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1503138.250000 Penalty: 4811.516113
	Iteration 2F: 3 clusters Score -1503138 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1503776.250000 Penalty: 4811.516113
	Iteration 3F: 3 clusters Score -1503776 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1504420.375000 Penalty: 4811.516113
	Iteration 4F: 3 clusters Score -1504420 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1505085.250000 Penalty: 4811.516113
	Iteration 5F: 3 clusters Score -1505085 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1505805.375000 Penalty: 4811.516113
	Iteration 6F: 3 clusters Score -1505805 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1506508.750000 Penalty: 4811.516113
	Iteration 7F: 3 clusters Score -1506509 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1507131.875000 Penalty: 4811.516113
	Iteration 8Q: 3 clusters Score -1507132 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1507624.500000 Penalty: 4811.516113
	Iteration 9Q: 3 clusters Score -1507624 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1507992.875000 Penalty: 4811.516113
	Iteration 10Q: 3 clusters Score -1507993 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1508235.375000 Penalty: 4811.516113
	Iteration 11Q: 3 clusters Score -1508235 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1508446.250000 Penalty: 4811.516113
	Iteration 12Q: 3 clusters Score -1508446 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1508619.000000 Penalty: 4811.516113
	Iteration 13Q: 3 clusters Score -1508619 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1508802.000000 Penalty: 4811.516113
	Iteration 14Q: 3 clusters Score -1508802 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1508959.750000 Penalty: 4811.516113
	Iteration 15Q: 3 clusters Score -1508960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1509105.250000 Penalty: 4811.516113
	Iteration 16Q: 3 clusters Score -1509105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1509226.125000 Penalty: 4811.516113
	Iteration 17Q: 3 clusters Score -1509226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1509308.125000 Penalty: 4811.516113
	Iteration 18Q: 3 clusters Score -1509308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1509375.000000 Penalty: 4811.516113
	Iteration 19Q: 3 clusters Score -1509375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1509410.875000 Penalty: 4811.516113
	Iteration 20F: 3 clusters Score -1509411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1509439.750000 Penalty: 4811.516113
	Iteration 21Q: 3 clusters Score -1509440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1509468.000000 Penalty: 4811.516113
	Iteration 22Q: 3 clusters Score -1509468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1509496.750000 Penalty: 4811.516113
	Iteration 23Q: 3 clusters Score -1509497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1509518.000000 Penalty: 4811.516113
	Iteration 24Q: 3 clusters Score -1509518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1509530.875000 Penalty: 4811.516113
	Iteration 25Q: 3 clusters Score -1509531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1509543.625000 Penalty: 4811.516113
	Iteration 26Q: 3 clusters Score -1509544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1509552.875000 Penalty: 4811.516113
	Iteration 27Q: 3 clusters Score -1509553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1509565.125000 Penalty: 4811.516113
	Iteration 28Q: 3 clusters Score -1509565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1509572.375000 Penalty: 4811.516113
	Iteration 29Q: 3 clusters Score -1509572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1509590.375000 Penalty: 4811.516113
	Iteration 30Q: 3 clusters Score -1509590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1509599.000000 Penalty: 4811.516113
	Iteration 31Q: 3 clusters Score -1509599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1509617.500000 Penalty: 4811.516113
	Iteration 32Q: 3 clusters Score -1509618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1509635.875000 Penalty: 4811.516113
	Iteration 33Q: 3 clusters Score -1509636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1509647.375000 Penalty: 4811.516113
	Iteration 34Q: 3 clusters Score -1509647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1509656.000000 Penalty: 4811.516113
	Iteration 35Q: 3 clusters Score -1509656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1509664.375000 Penalty: 4811.516113
	Iteration 36Q: 3 clusters Score -1509664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1509666.125000 Penalty: 4811.516113
	Iteration 37Q: 3 clusters Score -1509666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1509667.625000 Penalty: 4811.516113
	Iteration 38Q: 3 clusters Score -1509668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1509671.375000 Penalty: 4811.516113
	Iteration 39Q: 3 clusters Score -1509671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1509671.125000 Penalty: 4811.516113
	Iteration 40F: 3 clusters Score -1509671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1509676.125000 Penalty: 4811.516113
	Iteration 41Q: 3 clusters Score -1509676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1509676.000000 Penalty: 4811.516113
	Iteration 42Q: 3 clusters Score -1509676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1509676.000000 Penalty: 4811.516113
	Iteration 43F: 3 clusters Score -1509676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -560212.375000 Penalty: 2164.368408
	Iteration 0F: 2 clusters Score -560212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -554996.937500 Penalty: 4328.736816
	Iteration 0F: 3 clusters Score -554996.9 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -556489.250000 Penalty: 4328.736816
	Iteration 1F: 3 clusters Score -556489.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -556926.562500 Penalty: 4328.736816
	Iteration 2F: 3 clusters Score -556926.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -557343.937500 Penalty: 4328.736816
	Iteration 3F: 3 clusters Score -557343.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -557788.562500 Penalty: 4328.736816
	Iteration 4F: 3 clusters Score -557788.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -558219.437500 Penalty: 4328.736816
	Iteration 5F: 3 clusters Score -558219.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -558596.187500 Penalty: 4328.736816
	Iteration 6F: 3 clusters Score -558596.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -558890.812500 Penalty: 4328.736816
	Iteration 7F: 3 clusters Score -558890.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -559070.187500 Penalty: 4328.736816
	Iteration 8Q: 3 clusters Score -559070.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -559156.750000 Penalty: 4328.736816
	Iteration 9Q: 3 clusters Score -559156.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -559223.437500 Penalty: 4328.736816
	Iteration 10Q: 3 clusters Score -559223.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -559265.187500 Penalty: 4328.736816
	Iteration 11Q: 3 clusters Score -559265.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -559291.000000 Penalty: 4328.736816
	Iteration 12Q: 3 clusters Score -559291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -559316.375000 Penalty: 4328.736816
	Iteration 13Q: 3 clusters Score -559316.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -559334.000000 Penalty: 4328.736816
	Iteration 14Q: 3 clusters Score -559334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -559348.937500 Penalty: 4328.736816
	Iteration 15Q: 3 clusters Score -559348.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -559362.500000 Penalty: 4328.736816
	Iteration 16Q: 3 clusters Score -559362.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -559376.250000 Penalty: 4328.736816
	Iteration 17Q: 3 clusters Score -559376.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -559395.875000 Penalty: 4328.736816
	Iteration 18Q: 3 clusters Score -559395.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -559406.875000 Penalty: 4328.736816
	Iteration 19Q: 3 clusters Score -559406.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -559417.937500 Penalty: 4328.736816
	Iteration 20F: 3 clusters Score -559417.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -559425.937500 Penalty: 4328.736816
	Iteration 21Q: 3 clusters Score -559425.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -559431.562500 Penalty: 4328.736816
	Iteration 22Q: 3 clusters Score -559431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -559432.687500 Penalty: 4328.736816
	Iteration 23Q: 3 clusters Score -559432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -559434.875000 Penalty: 4328.736816
	Iteration 24Q: 3 clusters Score -559434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -559435.812500 Penalty: 4328.736816
	Iteration 25Q: 3 clusters Score -559435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -559440.062500 Penalty: 4328.736816
	Iteration 26Q: 3 clusters Score -559440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -559446.250000 Penalty: 4328.736816
	Iteration 27Q: 3 clusters Score -559446.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -559449.437500 Penalty: 4328.736816
	Iteration 28Q: 3 clusters Score -559449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -559453.812500 Penalty: 4328.736816
	Iteration 29Q: 3 clusters Score -559453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -559455.375000 Penalty: 4328.736816
	Iteration 30Q: 3 clusters Score -559455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -559456.937500 Penalty: 4328.736816
	Iteration 31Q: 3 clusters Score -559456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -559456.562500 Penalty: 4328.736816
	Iteration 32Q: 3 clusters Score -559456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -559457.687500 Penalty: 4328.736816
	Iteration 33Q: 3 clusters Score -559457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -559459.437500 Penalty: 4328.736816
	Iteration 34Q: 3 clusters Score -559459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -559459.875000 Penalty: 4328.736816
	Iteration 35Q: 3 clusters Score -559459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -559459.250000 Penalty: 4328.736816
	Iteration 36Q: 3 clusters Score -559459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -559459.250000 Penalty: 4328.736816
	Iteration 37F: 3 clusters Score -559459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Entering Unmasked Estep 
Score: -1550658.000000 Penalty: 2393.219238
	Iteration 0F: 2 clusters Score -1550658 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 7619 members 
Entering Unmasked Estep 
Score: -1539479.875000 Penalty: 4786.438477
	Iteration 0F: 3 clusters Score -1539480 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1542924.500000 Penalty: 4786.438477
	Iteration 1F: 3 clusters Score -1542924 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1543299.875000 Penalty: 4786.438477
	Iteration 2F: 3 clusters Score -1543300 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1543653.500000 Penalty: 4786.438477
	Iteration 3Q: 3 clusters Score -1543654 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1544016.750000 Penalty: 4786.438477
	Iteration 4Q: 3 clusters Score -1544017 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1544401.375000 Penalty: 4786.438477
	Iteration 5Q: 3 clusters Score -1544401 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1544845.125000 Penalty: 4786.438477
	Iteration 6Q: 3 clusters Score -1544845 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1545329.750000 Penalty: 4786.438477
	Iteration 7Q: 3 clusters Score -1545330 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1545821.500000 Penalty: 4786.438477
	Iteration 8Q: 3 clusters Score -1545822 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1546359.250000 Penalty: 4786.438477
	Iteration 9Q: 3 clusters Score -1546359 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1546861.875000 Penalty: 4786.438477
	Iteration 10Q: 3 clusters Score -1546862 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1547299.750000 Penalty: 4786.438477
	Iteration 11Q: 3 clusters Score -1547300 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1547637.125000 Penalty: 4786.438477
	Iteration 12Q: 3 clusters Score -1547637 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1547898.125000 Penalty: 4786.438477
	Iteration 13Q: 3 clusters Score -1547898 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1548099.500000 Penalty: 4786.438477
	Iteration 14Q: 3 clusters Score -1548100 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1548244.000000 Penalty: 4786.438477
	Iteration 15Q: 3 clusters Score -1548244 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1548358.500000 Penalty: 4786.438477
	Iteration 16Q: 3 clusters Score -1548358 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1548440.625000 Penalty: 4786.438477
	Iteration 17Q: 3 clusters Score -1548441 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1548506.000000 Penalty: 4786.438477
	Iteration 18Q: 3 clusters Score -1548506 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1548560.500000 Penalty: 4786.438477
	Iteration 19Q: 3 clusters Score -1548560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1548602.750000 Penalty: 4786.438477
	Iteration 20F: 3 clusters Score -1548603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1548636.500000 Penalty: 4786.438477
	Iteration 21Q: 3 clusters Score -1548636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1548665.125000 Penalty: 4786.438477
	Iteration 22Q: 3 clusters Score -1548665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1548681.625000 Penalty: 4786.438477
	Iteration 23Q: 3 clusters Score -1548682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1548699.125000 Penalty: 4786.438477
	Iteration 24Q: 3 clusters Score -1548699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1548719.000000 Penalty: 4786.438477
	Iteration 25Q: 3 clusters Score -1548719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1548729.250000 Penalty: 4786.438477
	Iteration 26Q: 3 clusters Score -1548729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1548734.625000 Penalty: 4786.438477
	Iteration 27Q: 3 clusters Score -1548735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1548741.375000 Penalty: 4786.438477
	Iteration 28Q: 3 clusters Score -1548741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1548746.875000 Penalty: 4786.438477
	Iteration 29Q: 3 clusters Score -1548747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1548749.625000 Penalty: 4786.438477
	Iteration 30Q: 3 clusters Score -1548750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1548751.500000 Penalty: 4786.438477
	Iteration 31Q: 3 clusters Score -1548752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1548759.125000 Penalty: 4786.438477
	Iteration 32Q: 3 clusters Score -1548759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1548761.750000 Penalty: 4786.438477
	Iteration 33Q: 3 clusters Score -1548762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1548767.125000 Penalty: 4786.438477
	Iteration 34Q: 3 clusters Score -1548767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1548776.000000 Penalty: 4786.438477
	Iteration 35Q: 3 clusters Score -1548776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1548779.625000 Penalty: 4786.438477
	Iteration 36Q: 3 clusters Score -1548780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1548785.250000 Penalty: 4786.438477
	Iteration 37Q: 3 clusters Score -1548785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1548793.250000 Penalty: 4786.438477
	Iteration 38Q: 3 clusters Score -1548793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1548799.375000 Penalty: 4786.438477
	Iteration 39Q: 3 clusters Score -1548799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1548798.750000 Penalty: 4786.438477
	Iteration 40F: 3 clusters Score -1548799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1548803.875000 Penalty: 4786.438477
	Iteration 41Q: 3 clusters Score -1548804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1548806.000000 Penalty: 4786.438477
	Iteration 42Q: 3 clusters Score -1548806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1548810.250000 Penalty: 4786.438477
	Iteration 43Q: 3 clusters Score -1548810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1548812.875000 Penalty: 4786.438477
	Iteration 44Q: 3 clusters Score -1548813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1548816.750000 Penalty: 4786.438477
	Iteration 45Q: 3 clusters Score -1548817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1548821.750000 Penalty: 4786.438477
	Iteration 46Q: 3 clusters Score -1548822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1548824.875000 Penalty: 4786.438477
	Iteration 47Q: 3 clusters Score -1548825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1548828.250000 Penalty: 4786.438477
	Iteration 48Q: 3 clusters Score -1548828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1548833.875000 Penalty: 4786.438477
	Iteration 49Q: 3 clusters Score -1548834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1548834.000000 Penalty: 4786.438477
	Iteration 50Q: 3 clusters Score -1548834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1548832.875000 Penalty: 4786.438477
	Iteration 51Q: 3 clusters Score -1548833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1548835.125000 Penalty: 4786.438477
	Iteration 52Q: 3 clusters Score -1548835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1548836.875000 Penalty: 4786.438477
	Iteration 53Q: 3 clusters Score -1548837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1548836.875000 Penalty: 4786.438477
	Iteration 54Q: 3 clusters Score -1548837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1548838.750000 Penalty: 4786.438477
	Iteration 55Q: 3 clusters Score -1548839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1548842.500000 Penalty: 4786.438477
	Iteration 56Q: 3 clusters Score -1548842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1548844.125000 Penalty: 4786.438477
	Iteration 57Q: 3 clusters Score -1548844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1548846.750000 Penalty: 4786.438477
	Iteration 58Q: 3 clusters Score -1548847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1548848.125000 Penalty: 4786.438477
	Iteration 59Q: 3 clusters Score -1548848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1548849.875000 Penalty: 4786.438477
	Iteration 60F: 3 clusters Score -1548850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1548853.250000 Penalty: 4786.438477
	Iteration 61Q: 3 clusters Score -1548853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1548855.375000 Penalty: 4786.438477
	Iteration 62Q: 3 clusters Score -1548855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1548854.500000 Penalty: 4786.438477
	Iteration 63Q: 3 clusters Score -1548854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1548855.875000 Penalty: 4786.438477
	Iteration 64Q: 3 clusters Score -1548856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1548855.000000 Penalty: 4786.438477
	Iteration 65Q: 3 clusters Score -1548855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1548855.000000 Penalty: 4786.438477
	Iteration 66F: 3 clusters Score -1548855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -348030.031250 Penalty: 2019.448120
	Iteration 0F: 2 clusters Score -348030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -344541.937500 Penalty: 4038.896240
	Iteration 0F: 3 clusters Score -344541.9 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -345331.250000 Penalty: 4038.896240
	Iteration 1F: 3 clusters Score -345331.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -345512.156250 Penalty: 4038.896240
	Iteration 2F: 3 clusters Score -345512.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -345597.312500 Penalty: 4038.896240
	Iteration 3Q: 3 clusters Score -345597.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -345650.000000 Penalty: 4038.896240
	Iteration 4Q: 3 clusters Score -345650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -345677.875000 Penalty: 4038.896240
	Iteration 5Q: 3 clusters Score -345677.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -345699.718750 Penalty: 4038.896240
	Iteration 6Q: 3 clusters Score -345699.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -345725.968750 Penalty: 4038.896240
	Iteration 7Q: 3 clusters Score -345726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -345749.125000 Penalty: 4038.896240
	Iteration 8Q: 3 clusters Score -345749.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -345772.187500 Penalty: 4038.896240
	Iteration 9Q: 3 clusters Score -345772.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -345794.250000 Penalty: 4038.896240
	Iteration 10Q: 3 clusters Score -345794.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -345814.218750 Penalty: 4038.896240
	Iteration 11Q: 3 clusters Score -345814.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -345825.312500 Penalty: 4038.896240
	Iteration 12Q: 3 clusters Score -345825.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -345834.875000 Penalty: 4038.896240
	Iteration 13Q: 3 clusters Score -345834.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -345844.500000 Penalty: 4038.896240
	Iteration 14Q: 3 clusters Score -345844.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -345855.656250 Penalty: 4038.896240
	Iteration 15Q: 3 clusters Score -345855.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -345869.593750 Penalty: 4038.896240
	Iteration 16Q: 3 clusters Score -345869.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -345882.593750 Penalty: 4038.896240
	Iteration 17Q: 3 clusters Score -345882.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -345892.218750 Penalty: 4038.896240
	Iteration 18Q: 3 clusters Score -345892.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -345901.781250 Penalty: 4038.896240
	Iteration 19Q: 3 clusters Score -345901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -345912.218750 Penalty: 4038.896240
	Iteration 20F: 3 clusters Score -345912.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -345921.437500 Penalty: 4038.896240
	Iteration 21Q: 3 clusters Score -345921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -345930.406250 Penalty: 4038.896240
	Iteration 22Q: 3 clusters Score -345930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -345947.468750 Penalty: 4038.896240
	Iteration 23Q: 3 clusters Score -345947.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -345963.000000 Penalty: 4038.896240
	Iteration 24Q: 3 clusters Score -345963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -345977.312500 Penalty: 4038.896240
	Iteration 25Q: 3 clusters Score -345977.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -345989.375000 Penalty: 4038.896240
	Iteration 26Q: 3 clusters Score -345989.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345997.843750 Penalty: 4038.896240
	Iteration 27Q: 3 clusters Score -345997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -346008.343750 Penalty: 4038.896240
	Iteration 28Q: 3 clusters Score -346008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346020.125000 Penalty: 4038.896240
	Iteration 29Q: 3 clusters Score -346020.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -346028.593750 Penalty: 4038.896240
	Iteration 30Q: 3 clusters Score -346028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -346039.875000 Penalty: 4038.896240
	Iteration 31Q: 3 clusters Score -346039.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -346051.187500 Penalty: 4038.896240
	Iteration 32Q: 3 clusters Score -346051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -346057.593750 Penalty: 4038.896240
	Iteration 33Q: 3 clusters Score -346057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -346064.812500 Penalty: 4038.896240
	Iteration 34Q: 3 clusters Score -346064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -346070.500000 Penalty: 4038.896240
	Iteration 35Q: 3 clusters Score -346070.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -346075.000000 Penalty: 4038.896240
	Iteration 36Q: 3 clusters Score -346075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -346078.718750 Penalty: 4038.896240
	Iteration 37Q: 3 clusters Score -346078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -346087.343750 Penalty: 4038.896240
	Iteration 38Q: 3 clusters Score -346087.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -346092.656250 Penalty: 4038.896240
	Iteration 39Q: 3 clusters Score -346092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -346096.500000 Penalty: 4038.896240
	Iteration 40F: 3 clusters Score -346096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -346101.000000 Penalty: 4038.896240
	Iteration 41Q: 3 clusters Score -346101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -346110.875000 Penalty: 4038.896240
	Iteration 42Q: 3 clusters Score -346110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -346121.937500 Penalty: 4038.896240
	Iteration 43Q: 3 clusters Score -346121.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -346131.312500 Penalty: 4038.896240
	Iteration 44Q: 3 clusters Score -346131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -346139.187500 Penalty: 4038.896240
	Iteration 45Q: 3 clusters Score -346139.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -346151.937500 Penalty: 4038.896240
	Iteration 46Q: 3 clusters Score -346151.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -346166.781250 Penalty: 4038.896240
	Iteration 47Q: 3 clusters Score -346166.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -346180.656250 Penalty: 4038.896240
	Iteration 48Q: 3 clusters Score -346180.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -346187.937500 Penalty: 4038.896240
	Iteration 49Q: 3 clusters Score -346187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -346192.187500 Penalty: 4038.896240
	Iteration 50Q: 3 clusters Score -346192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -346197.218750 Penalty: 4038.896240
	Iteration 51Q: 3 clusters Score -346197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -346199.437500 Penalty: 4038.896240
	Iteration 52Q: 3 clusters Score -346199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -346202.531250 Penalty: 4038.896240
	Iteration 53Q: 3 clusters Score -346202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -346203.593750 Penalty: 4038.896240
	Iteration 54Q: 3 clusters Score -346203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -346208.093750 Penalty: 4038.896240
	Iteration 55Q: 3 clusters Score -346208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -346211.937500 Penalty: 4038.896240
	Iteration 56Q: 3 clusters Score -346211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -346214.906250 Penalty: 4038.896240
	Iteration 57Q: 3 clusters Score -346214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -346215.812500 Penalty: 4038.896240
	Iteration 58Q: 3 clusters Score -346215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -346217.343750 Penalty: 4038.896240
	Iteration 59Q: 3 clusters Score -346217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -346217.687500 Penalty: 4038.896240
	Iteration 60F: 3 clusters Score -346217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -126087.007812 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -126087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123901.492188 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -123901.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124250.429688 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -124250.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124340.578125 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -124340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124395.046875 Penalty: 3568.068359
	Iteration 3Q: 3 clusters Score -124395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -124432.984375 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -124433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -124446.046875 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -124446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124455.625000 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -124455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -124463.953125 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -124464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124470.492188 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -124470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124474.695312 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -124474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124477.656250 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -124477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124481.953125 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -124482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124486.820312 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -124486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -124490.257812 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -124490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124491.367188 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -124491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124491.367188 Penalty: 3568.068359
	Iteration 15F: 3 clusters Score -124491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Entering Unmasked Estep 
Score: -818491.500000 Penalty: 2255.514648
	Iteration 0F: 2 clusters Score -818491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -811620.250000 Penalty: 4511.029297
	Iteration 0F: 3 clusters Score -811620.2 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -813724.625000 Penalty: 4511.029297
	Iteration 1F: 3 clusters Score -813724.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -814170.000000 Penalty: 4511.029297
	Iteration 2F: 3 clusters Score -814170 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -814598.750000 Penalty: 4511.029297
	Iteration 3F: 3 clusters Score -814598.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -815073.937500 Penalty: 4511.029297
	Iteration 4F: 3 clusters Score -815073.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -815579.750000 Penalty: 4511.029297
	Iteration 5F: 3 clusters Score -815579.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -816082.312500 Penalty: 4511.029297
	Iteration 6F: 3 clusters Score -816082.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -816504.062500 Penalty: 4511.029297
	Iteration 7F: 3 clusters Score -816504.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -816808.500000 Penalty: 4511.029297
	Iteration 8Q: 3 clusters Score -816808.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -816986.562500 Penalty: 4511.029297
	Iteration 9Q: 3 clusters Score -816986.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -817099.625000 Penalty: 4511.029297
	Iteration 10Q: 3 clusters Score -817099.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -817185.125000 Penalty: 4511.029297
	Iteration 11Q: 3 clusters Score -817185.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -817264.437500 Penalty: 4511.029297
	Iteration 12Q: 3 clusters Score -817264.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -817347.312500 Penalty: 4511.029297
	Iteration 13Q: 3 clusters Score -817347.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -817452.875000 Penalty: 4511.029297
	Iteration 14Q: 3 clusters Score -817452.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -817572.375000 Penalty: 4511.029297
	Iteration 15Q: 3 clusters Score -817572.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -817689.187500 Penalty: 4511.029297
	Iteration 16Q: 3 clusters Score -817689.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -817793.000000 Penalty: 4511.029297
	Iteration 17Q: 3 clusters Score -817793 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -817893.125000 Penalty: 4511.029297
	Iteration 18Q: 3 clusters Score -817893.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -817976.312500 Penalty: 4511.029297
	Iteration 19Q: 3 clusters Score -817976.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -818061.750000 Penalty: 4511.029297
	Iteration 20F: 3 clusters Score -818061.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -818139.375000 Penalty: 4511.029297
	Iteration 21Q: 3 clusters Score -818139.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -818194.625000 Penalty: 4511.029297
	Iteration 22Q: 3 clusters Score -818194.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -818233.625000 Penalty: 4511.029297
	Iteration 23Q: 3 clusters Score -818233.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -818255.687500 Penalty: 4511.029297
	Iteration 24Q: 3 clusters Score -818255.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -818268.625000 Penalty: 4511.029297
	Iteration 25Q: 3 clusters Score -818268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -818276.437500 Penalty: 4511.029297
	Iteration 26Q: 3 clusters Score -818276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -818275.125000 Penalty: 4511.029297
	Iteration 27Q: 3 clusters Score -818275.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -818277.750000 Penalty: 4511.029297
	Iteration 28Q: 3 clusters Score -818277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -818278.562500 Penalty: 4511.029297
	Iteration 29Q: 3 clusters Score -818278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -818280.625000 Penalty: 4511.029297
	Iteration 30Q: 3 clusters Score -818280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -818282.875000 Penalty: 4511.029297
	Iteration 31Q: 3 clusters Score -818282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -818283.062500 Penalty: 4511.029297
	Iteration 32Q: 3 clusters Score -818283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -818282.687500 Penalty: 4511.029297
	Iteration 33Q: 3 clusters Score -818282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -818285.062500 Penalty: 4511.029297
	Iteration 34Q: 3 clusters Score -818285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -818285.750000 Penalty: 4511.029297
	Iteration 35Q: 3 clusters Score -818285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -818285.812500 Penalty: 4511.029297
	Iteration 36Q: 3 clusters Score -818285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -818288.250000 Penalty: 4511.029297
	Iteration 37Q: 3 clusters Score -818288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -818289.375000 Penalty: 4511.029297
	Iteration 38Q: 3 clusters Score -818289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -818292.625000 Penalty: 4511.029297
	Iteration 39Q: 3 clusters Score -818292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -818291.625000 Penalty: 4511.029297
	Iteration 40F: 3 clusters Score -818291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -818294.062500 Penalty: 4511.029297
	Iteration 41Q: 3 clusters Score -818294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -818295.000000 Penalty: 4511.029297
	Iteration 42Q: 3 clusters Score -818295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -818296.437500 Penalty: 4511.029297
	Iteration 43Q: 3 clusters Score -818296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -818296.187500 Penalty: 4511.029297
	Iteration 44Q: 3 clusters Score -818296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -818296.875000 Penalty: 4511.029297
	Iteration 45Q: 3 clusters Score -818296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -818297.125000 Penalty: 4511.029297
	Iteration 46Q: 3 clusters Score -818297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -818297.125000 Penalty: 4511.029297
	Iteration 47F: 3 clusters Score -818297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (98789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Entering Unmasked Estep 
Score: -9605897.000000 Penalty: 2852.184082
	Iteration 0F: 2 clusters Score -9605897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -9539485.000000 Penalty: 5704.368164
	Iteration 0F: 3 clusters Score -9539485 nChanged 46823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -9567385.000000 Penalty: 5704.368164
	Iteration 1F: 3 clusters Score -9567385 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -9569645.000000 Penalty: 5704.368164
	Iteration 2F: 3 clusters Score -9569645 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -9573179.000000 Penalty: 5704.368164
	Iteration 3F: 3 clusters Score -9573179 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -9577805.000000 Penalty: 5704.368164
	Iteration 4F: 3 clusters Score -9577805 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -9582646.000000 Penalty: 5704.368164
	Iteration 5F: 3 clusters Score -9582646 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -9587113.000000 Penalty: 5704.368164
	Iteration 6F: 3 clusters Score -9587113 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -9590533.000000 Penalty: 5704.368164
	Iteration 7F: 3 clusters Score -9590533 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -9593197.000000 Penalty: 5704.368164
	Iteration 8Q: 3 clusters Score -9593197 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -9595232.000000 Penalty: 5704.368164
	Iteration 9Q: 3 clusters Score -9595232 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -9596668.000000 Penalty: 5704.368164
	Iteration 10Q: 3 clusters Score -9596668 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -9597495.000000 Penalty: 5704.368164
	Iteration 11Q: 3 clusters Score -9597495 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -9598157.000000 Penalty: 5704.368164
	Iteration 12Q: 3 clusters Score -9598157 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -9598651.000000 Penalty: 5704.368164
	Iteration 13Q: 3 clusters Score -9598651 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -9599083.000000 Penalty: 5704.368164
	Iteration 14Q: 3 clusters Score -9599083 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -9599508.000000 Penalty: 5704.368164
	Iteration 15Q: 3 clusters Score -9599508 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -9599877.000000 Penalty: 5704.368164
	Iteration 16Q: 3 clusters Score -9599877 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -9600200.000000 Penalty: 5704.368164
	Iteration 17Q: 3 clusters Score -9600200 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -9600538.000000 Penalty: 5704.368164
	Iteration 18Q: 3 clusters Score -9600538 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -9600778.000000 Penalty: 5704.368164
	Iteration 19Q: 3 clusters Score -9600778 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -9601078.000000 Penalty: 5704.368164
	Iteration 20F: 3 clusters Score -9601078 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -9601398.000000 Penalty: 5704.368164
	Iteration 21Q: 3 clusters Score -9601398 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -9601691.000000 Penalty: 5704.368164
	Iteration 22Q: 3 clusters Score -9601691 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -9601902.000000 Penalty: 5704.368164
	Iteration 23Q: 3 clusters Score -9601902 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -9602092.000000 Penalty: 5704.368164
	Iteration 24Q: 3 clusters Score -9602092 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -9602328.000000 Penalty: 5704.368164
	Iteration 25Q: 3 clusters Score -9602328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -9602519.000000 Penalty: 5704.368164
	Iteration 26Q: 3 clusters Score -9602519 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -9602690.000000 Penalty: 5704.368164
	Iteration 27Q: 3 clusters Score -9602690 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -9602832.000000 Penalty: 5704.368164
	Iteration 28Q: 3 clusters Score -9602832 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -9602926.000000 Penalty: 5704.368164
	Iteration 29Q: 3 clusters Score -9602926 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -9603011.000000 Penalty: 5704.368164
	Iteration 30Q: 3 clusters Score -9603011 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -9603094.000000 Penalty: 5704.368164
	Iteration 31Q: 3 clusters Score -9603094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -9603168.000000 Penalty: 5704.368164
	Iteration 32Q: 3 clusters Score -9603168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -9603214.000000 Penalty: 5704.368164
	Iteration 33Q: 3 clusters Score -9603214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -9603253.000000 Penalty: 5704.368164
	Iteration 34Q: 3 clusters Score -9603253 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -9603289.000000 Penalty: 5704.368164
	Iteration 35Q: 3 clusters Score -9603289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -9603336.000000 Penalty: 5704.368164
	Iteration 36Q: 3 clusters Score -9603336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -9603357.000000 Penalty: 5704.368164
	Iteration 37Q: 3 clusters Score -9603357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -9603369.000000 Penalty: 5704.368164
	Iteration 38Q: 3 clusters Score -9603369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -9603411.000000 Penalty: 5704.368164
	Iteration 39Q: 3 clusters Score -9603411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 97245 members 
Entering Unmasked Estep 
Score: -9603459.000000 Penalty: 5704.368164
	Iteration 40F: 3 clusters Score -9603459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 97282 members 
Entering Unmasked Estep 
Score: -9603445.000000 Penalty: 5704.368164
	Iteration 41Q: 3 clusters Score -9603445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -9603460.000000 Penalty: 5704.368164
	Iteration 42Q: 3 clusters Score -9603460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -9603454.000000 Penalty: 5704.368164
	Iteration 43Q: 3 clusters Score -9603454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -9603492.000000 Penalty: 5704.368164
	Iteration 44Q: 3 clusters Score -9603492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -9603529.000000 Penalty: 5704.368164
	Iteration 45Q: 3 clusters Score -9603529 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -9603543.000000 Penalty: 5704.368164
	Iteration 46Q: 3 clusters Score -9603543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -9603573.000000 Penalty: 5704.368164
	Iteration 47Q: 3 clusters Score -9603573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -9603575.000000 Penalty: 5704.368164
	Iteration 48Q: 3 clusters Score -9603575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -9603607.000000 Penalty: 5704.368164
	Iteration 49Q: 3 clusters Score -9603607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -9603597.000000 Penalty: 5704.368164
	Iteration 50Q: 3 clusters Score -9603597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -9603624.000000 Penalty: 5704.368164
	Iteration 51Q: 3 clusters Score -9603624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -9603622.000000 Penalty: 5704.368164
	Iteration 52Q: 3 clusters Score -9603622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -9603626.000000 Penalty: 5704.368164
	Iteration 53Q: 3 clusters Score -9603626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -9603631.000000 Penalty: 5704.368164
	Iteration 54Q: 3 clusters Score -9603631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -9603651.000000 Penalty: 5704.368164
	Iteration 55Q: 3 clusters Score -9603651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -9603636.000000 Penalty: 5704.368164
	Iteration 56Q: 3 clusters Score -9603636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -9603630.000000 Penalty: 5704.368164
	Iteration 57Q: 3 clusters Score -9603630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -9603651.000000 Penalty: 5704.368164
	Iteration 58Q: 3 clusters Score -9603651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -9603652.000000 Penalty: 5704.368164
	Iteration 59Q: 3 clusters Score -9603652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -9603663.000000 Penalty: 5704.368164
	Iteration 60F: 3 clusters Score -9603663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -9603674.000000 Penalty: 5704.368164
	Iteration 61Q: 3 clusters Score -9603674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -9603681.000000 Penalty: 5704.368164
	Iteration 62Q: 3 clusters Score -9603681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -9603684.000000 Penalty: 5704.368164
	Iteration 63Q: 3 clusters Score -9603684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -9603701.000000 Penalty: 5704.368164
	Iteration 64Q: 3 clusters Score -9603701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -9603704.000000 Penalty: 5704.368164
	Iteration 65Q: 3 clusters Score -9603704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -9603704.000000 Penalty: 5704.368164
	Iteration 66Q: 3 clusters Score -9603704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -9603702.000000 Penalty: 5704.368164
	Iteration 67Q: 3 clusters Score -9603702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -9603700.000000 Penalty: 5704.368164
	Iteration 68Q: 3 clusters Score -9603700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -9603697.000000 Penalty: 5704.368164
	Iteration 69Q: 3 clusters Score -9603697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -9603699.000000 Penalty: 5704.368164
	Iteration 70Q: 3 clusters Score -9603699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -9603695.000000 Penalty: 5704.368164
	Iteration 71Q: 3 clusters Score -9603695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -9603685.000000 Penalty: 5704.368164
	Iteration 72Q: 3 clusters Score -9603685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -9603686.000000 Penalty: 5704.368164
	Iteration 73Q: 3 clusters Score -9603686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -9603686.000000 Penalty: 5704.368164
	Iteration 74Q: 3 clusters Score -9603686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -9603692.000000 Penalty: 5704.368164
	Iteration 75Q: 3 clusters Score -9603692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -9603695.000000 Penalty: 5704.368164
	Iteration 76Q: 3 clusters Score -9603695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -9603695.000000 Penalty: 5704.368164
	Iteration 77F: 3 clusters Score -9603695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -401993.187500 Penalty: 2056.676025
	Iteration 0F: 2 clusters Score -401993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -398096.093750 Penalty: 4113.352051
	Iteration 0F: 3 clusters Score -398096.1 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -398865.625000 Penalty: 4113.352051
	Iteration 1F: 3 clusters Score -398865.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -399073.718750 Penalty: 4113.352051
	Iteration 2F: 3 clusters Score -399073.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -399222.625000 Penalty: 4113.352051
	Iteration 3F: 3 clusters Score -399222.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -399348.125000 Penalty: 4113.352051
	Iteration 4Q: 3 clusters Score -399348.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -399451.468750 Penalty: 4113.352051
	Iteration 5Q: 3 clusters Score -399451.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -399578.843750 Penalty: 4113.352051
	Iteration 6Q: 3 clusters Score -399578.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -399769.656250 Penalty: 4113.352051
	Iteration 7Q: 3 clusters Score -399769.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -400096.437500 Penalty: 4113.352051
	Iteration 8Q: 3 clusters Score -400096.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -400618.906250 Penalty: 4113.352051
	Iteration 9F: 3 clusters Score -400618.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -401094.812500 Penalty: 4113.352051
	Iteration 10F: 3 clusters Score -401094.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -401354.281250 Penalty: 4113.352051
	Iteration 11Q: 3 clusters Score -401354.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -401591.812500 Penalty: 4113.352051
	Iteration 12Q: 3 clusters Score -401591.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -401794.250000 Penalty: 4113.352051
	Iteration 13Q: 3 clusters Score -401794.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -401945.750000 Penalty: 4113.352051
	Iteration 14Q: 3 clusters Score -401945.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -402057.281250 Penalty: 4113.352051
	Iteration 15Q: 3 clusters Score -402057.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -402155.312500 Penalty: 4113.352051
	Iteration 16Q: 3 clusters Score -402155.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -402231.562500 Penalty: 4113.352051
	Iteration 17Q: 3 clusters Score -402231.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -402300.718750 Penalty: 4113.352051
	Iteration 18Q: 3 clusters Score -402300.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -402368.593750 Penalty: 4113.352051
	Iteration 19Q: 3 clusters Score -402368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -402394.062500 Penalty: 4113.352051
	Iteration 20F: 3 clusters Score -402394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -402404.718750 Penalty: 4113.352051
	Iteration 21Q: 3 clusters Score -402404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -402411.968750 Penalty: 4113.352051
	Iteration 22Q: 3 clusters Score -402412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -402414.687500 Penalty: 4113.352051
	Iteration 23Q: 3 clusters Score -402414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -402415.093750 Penalty: 4113.352051
	Iteration 24Q: 3 clusters Score -402415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -402415.093750 Penalty: 4113.352051
	Iteration 25F: 3 clusters Score -402415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41203 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61604 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 1116 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23488 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 2880 members 
Entering Unmasked Estep 
Score: -58961164.000000 Penalty: 145648.796875
Splitting cluster 30 changes total score from -58961956.000000 to -58961164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (22290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Entering Unmasked Estep 
Score: -2291173.500000 Penalty: 2482.949463
	Iteration 0F: 2 clusters Score -2291174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2275792.500000 Penalty: 4965.898926
	Iteration 0F: 3 clusters Score -2275792 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2281077.250000 Penalty: 4965.898926
	Iteration 1F: 3 clusters Score -2281077 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2281853.500000 Penalty: 4965.898926
	Iteration 2F: 3 clusters Score -2281854 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2282926.000000 Penalty: 4965.898926
	Iteration 3F: 3 clusters Score -2282926 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2284204.500000 Penalty: 4965.898926
	Iteration 4F: 3 clusters Score -2284204 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2285406.250000 Penalty: 4965.898926
	Iteration 5F: 3 clusters Score -2285406 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2286398.500000 Penalty: 4965.898926
	Iteration 6F: 3 clusters Score -2286398 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2287057.000000 Penalty: 4965.898926
	Iteration 7Q: 3 clusters Score -2287057 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2287531.250000 Penalty: 4965.898926
	Iteration 8Q: 3 clusters Score -2287531 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2287867.500000 Penalty: 4965.898926
	Iteration 9Q: 3 clusters Score -2287868 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2288104.250000 Penalty: 4965.898926
	Iteration 10Q: 3 clusters Score -2288104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2288287.000000 Penalty: 4965.898926
	Iteration 11Q: 3 clusters Score -2288287 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2288424.000000 Penalty: 4965.898926
	Iteration 12Q: 3 clusters Score -2288424 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2288545.500000 Penalty: 4965.898926
	Iteration 13Q: 3 clusters Score -2288546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2288651.000000 Penalty: 4965.898926
	Iteration 14Q: 3 clusters Score -2288651 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2288748.000000 Penalty: 4965.898926
	Iteration 15Q: 3 clusters Score -2288748 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2288816.750000 Penalty: 4965.898926
	Iteration 16Q: 3 clusters Score -2288817 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2288890.250000 Penalty: 4965.898926
	Iteration 17Q: 3 clusters Score -2288890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2288933.500000 Penalty: 4965.898926
	Iteration 18Q: 3 clusters Score -2288934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2288969.750000 Penalty: 4965.898926
	Iteration 19Q: 3 clusters Score -2288970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2288998.500000 Penalty: 4965.898926
	Iteration 20F: 3 clusters Score -2288998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2289015.750000 Penalty: 4965.898926
	Iteration 21Q: 3 clusters Score -2289016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2289045.000000 Penalty: 4965.898926
	Iteration 22Q: 3 clusters Score -2289045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2289071.500000 Penalty: 4965.898926
	Iteration 23Q: 3 clusters Score -2289072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2289096.000000 Penalty: 4965.898926
	Iteration 24Q: 3 clusters Score -2289096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2289122.500000 Penalty: 4965.898926
	Iteration 25Q: 3 clusters Score -2289122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2289133.000000 Penalty: 4965.898926
	Iteration 26Q: 3 clusters Score -2289133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2289148.250000 Penalty: 4965.898926
	Iteration 27Q: 3 clusters Score -2289148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2289161.500000 Penalty: 4965.898926
	Iteration 28Q: 3 clusters Score -2289162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2289167.000000 Penalty: 4965.898926
	Iteration 29Q: 3 clusters Score -2289167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2289171.750000 Penalty: 4965.898926
	Iteration 30Q: 3 clusters Score -2289172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2289175.500000 Penalty: 4965.898926
	Iteration 31Q: 3 clusters Score -2289176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2289187.750000 Penalty: 4965.898926
	Iteration 32Q: 3 clusters Score -2289188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2289190.000000 Penalty: 4965.898926
	Iteration 33Q: 3 clusters Score -2289190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2289192.000000 Penalty: 4965.898926
	Iteration 34Q: 3 clusters Score -2289192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2289194.250000 Penalty: 4965.898926
	Iteration 35Q: 3 clusters Score -2289194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2289197.250000 Penalty: 4965.898926
	Iteration 36Q: 3 clusters Score -2289197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2289207.000000 Penalty: 4965.898926
	Iteration 37Q: 3 clusters Score -2289207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2289211.250000 Penalty: 4965.898926
	Iteration 38Q: 3 clusters Score -2289211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2289212.000000 Penalty: 4965.898926
	Iteration 39Q: 3 clusters Score -2289212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2289216.000000 Penalty: 4965.898926
	Iteration 40F: 3 clusters Score -2289216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2289220.250000 Penalty: 4965.898926
	Iteration 41Q: 3 clusters Score -2289220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2289221.500000 Penalty: 4965.898926
	Iteration 42Q: 3 clusters Score -2289222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2289222.750000 Penalty: 4965.898926
	Iteration 43Q: 3 clusters Score -2289223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2289227.500000 Penalty: 4965.898926
	Iteration 44Q: 3 clusters Score -2289228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2289227.500000 Penalty: 4965.898926
	Iteration 45F: 3 clusters Score -2289228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -555371.625000 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -555371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -550175.125000 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -550175.1 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -551610.750000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -551610.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -551933.437500 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -551933.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -552258.250000 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -552258.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -552559.812500 Penalty: 4316.609863
	Iteration 4F: 3 clusters Score -552559.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -552921.375000 Penalty: 4316.609863
	Iteration 5F: 3 clusters Score -552921.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -553283.750000 Penalty: 4316.609863
	Iteration 6F: 3 clusters Score -553283.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -553596.500000 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -553596.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -553872.312500 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -553872.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -554053.312500 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -554053.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -554190.187500 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -554190.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -554303.500000 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -554303.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -554405.437500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -554405.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -554472.187500 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -554472.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -554537.187500 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -554537.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -554589.125000 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -554589.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -554636.187500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -554636.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -554667.062500 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -554667.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -554695.062500 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -554695.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -554714.687500 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -554714.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -554729.562500 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -554729.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -554746.750000 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -554746.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -554761.500000 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -554761.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -554776.000000 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -554776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -554785.875000 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -554785.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -554795.625000 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -554795.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -554805.562500 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -554805.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -554813.937500 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -554813.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -554822.500000 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -554822.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -554832.250000 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -554832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -554835.562500 Penalty: 4316.609863
	Iteration 30Q: 3 clusters Score -554835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -554836.000000 Penalty: 4316.609863
	Iteration 31Q: 3 clusters Score -554836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -554837.937500 Penalty: 4316.609863
	Iteration 32Q: 3 clusters Score -554837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -554839.687500 Penalty: 4316.609863
	Iteration 33Q: 3 clusters Score -554839.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -554841.562500 Penalty: 4316.609863
	Iteration 34Q: 3 clusters Score -554841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -554847.000000 Penalty: 4316.609863
	Iteration 35Q: 3 clusters Score -554847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -554857.875000 Penalty: 4316.609863
	Iteration 36Q: 3 clusters Score -554857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -554870.500000 Penalty: 4316.609863
	Iteration 37Q: 3 clusters Score -554870.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -554884.000000 Penalty: 4316.609863
	Iteration 38Q: 3 clusters Score -554884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -554896.312500 Penalty: 4316.609863
	Iteration 39Q: 3 clusters Score -554896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -554903.562500 Penalty: 4316.609863
	Iteration 40F: 3 clusters Score -554903.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -554911.812500 Penalty: 4316.609863
	Iteration 41Q: 3 clusters Score -554911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -554915.375000 Penalty: 4316.609863
	Iteration 42Q: 3 clusters Score -554915.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -554919.437500 Penalty: 4316.609863
	Iteration 43Q: 3 clusters Score -554919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -554922.937500 Penalty: 4316.609863
	Iteration 44Q: 3 clusters Score -554922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -554927.375000 Penalty: 4316.609863
	Iteration 45Q: 3 clusters Score -554927.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -554929.187500 Penalty: 4316.609863
	Iteration 46Q: 3 clusters Score -554929.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -554931.062500 Penalty: 4316.609863
	Iteration 47Q: 3 clusters Score -554931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -554932.437500 Penalty: 4316.609863
	Iteration 48Q: 3 clusters Score -554932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -554932.812500 Penalty: 4316.609863
	Iteration 49Q: 3 clusters Score -554932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -554934.062500 Penalty: 4316.609863
	Iteration 50Q: 3 clusters Score -554934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -554935.250000 Penalty: 4316.609863
	Iteration 51Q: 3 clusters Score -554935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -554936.937500 Penalty: 4316.609863
	Iteration 52Q: 3 clusters Score -554936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -554936.500000 Penalty: 4316.609863
	Iteration 53Q: 3 clusters Score -554936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -554938.375000 Penalty: 4316.609863
	Iteration 54Q: 3 clusters Score -554938.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -554939.750000 Penalty: 4316.609863
	Iteration 55Q: 3 clusters Score -554939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -554940.312500 Penalty: 4316.609863
	Iteration 56Q: 3 clusters Score -554940.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -554941.687500 Penalty: 4316.609863
	Iteration 57Q: 3 clusters Score -554941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -554942.812500 Penalty: 4316.609863
	Iteration 58Q: 3 clusters Score -554942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -554942.062500 Penalty: 4316.609863
	Iteration 59Q: 3 clusters Score -554942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -554942.875000 Penalty: 4316.609863
	Iteration 60F: 3 clusters Score -554942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -554942.000000 Penalty: 4316.609863
	Iteration 61Q: 3 clusters Score -554942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -554943.562500 Penalty: 4316.609863
	Iteration 62Q: 3 clusters Score -554943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -554943.625000 Penalty: 4316.609863
	Iteration 63Q: 3 clusters Score -554943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -554945.000000 Penalty: 4316.609863
	Iteration 64Q: 3 clusters Score -554945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -554947.687500 Penalty: 4316.609863
	Iteration 65Q: 3 clusters Score -554947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -554949.062500 Penalty: 4316.609863
	Iteration 66Q: 3 clusters Score -554949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -554950.125000 Penalty: 4316.609863
	Iteration 67Q: 3 clusters Score -554950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -554949.687500 Penalty: 4316.609863
	Iteration 68Q: 3 clusters Score -554949.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -554951.375000 Penalty: 4316.609863
	Iteration 69Q: 3 clusters Score -554951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -554951.875000 Penalty: 4316.609863
	Iteration 70Q: 3 clusters Score -554951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -554951.937500 Penalty: 4316.609863
	Iteration 71Q: 3 clusters Score -554951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -554952.125000 Penalty: 4316.609863
	Iteration 72Q: 3 clusters Score -554952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -554952.750000 Penalty: 4316.609863
	Iteration 73Q: 3 clusters Score -554952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -554952.750000 Penalty: 4316.609863
	Iteration 74F: 3 clusters Score -554952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -561982.250000 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -561982.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -557122.687500 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -557122.7 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -558309.375000 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -558309.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -558513.500000 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -558513.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -558640.000000 Penalty: 4277.807617
	Iteration 3Q: 3 clusters Score -558640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -558720.437500 Penalty: 4277.807617
	Iteration 4Q: 3 clusters Score -558720.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -558784.937500 Penalty: 4277.807617
	Iteration 5Q: 3 clusters Score -558784.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -558846.937500 Penalty: 4277.807617
	Iteration 6Q: 3 clusters Score -558846.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -558887.812500 Penalty: 4277.807617
	Iteration 7Q: 3 clusters Score -558887.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -558916.187500 Penalty: 4277.807617
	Iteration 8Q: 3 clusters Score -558916.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -558940.625000 Penalty: 4277.807617
	Iteration 9Q: 3 clusters Score -558940.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -558969.437500 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -558969.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -558992.625000 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -558992.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -559010.937500 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -559010.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -559032.250000 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -559032.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -559048.000000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -559048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -559066.562500 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -559066.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -559084.687500 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -559084.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -559103.500000 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -559103.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -559123.312500 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -559123.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -559142.812500 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -559142.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -559161.750000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -559161.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -559189.312500 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -559189.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -559227.000000 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -559227 nChanged 94
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: -559272.625000 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -559272.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -559312.937500 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -559312.9 nChanged 100
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: -559357.250000 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -559357.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -559402.000000 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -559402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -559449.875000 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -559449.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -559501.875000 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -559501.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -559551.375000 Penalty: 4277.807617
	Iteration 29Q: 3 clusters Score -559551.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -559595.687500 Penalty: 4277.807617
	Iteration 30Q: 3 clusters Score -559595.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -559630.937500 Penalty: 4277.807617
	Iteration 31Q: 3 clusters Score -559630.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -559670.187500 Penalty: 4277.807617
	Iteration 32Q: 3 clusters Score -559670.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -559705.000000 Penalty: 4277.807617
	Iteration 33Q: 3 clusters Score -559705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -559738.812500 Penalty: 4277.807617
	Iteration 34Q: 3 clusters Score -559738.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -559770.500000 Penalty: 4277.807617
	Iteration 35Q: 3 clusters Score -559770.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -559806.250000 Penalty: 4277.807617
	Iteration 36Q: 3 clusters Score -559806.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -559834.750000 Penalty: 4277.807617
	Iteration 37Q: 3 clusters Score -559834.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -559866.562500 Penalty: 4277.807617
	Iteration 38Q: 3 clusters Score -559866.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -559896.375000 Penalty: 4277.807617
	Iteration 39Q: 3 clusters Score -559896.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -559921.562500 Penalty: 4277.807617
	Iteration 40F: 3 clusters Score -559921.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -559943.500000 Penalty: 4277.807617
	Iteration 41Q: 3 clusters Score -559943.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -559962.625000 Penalty: 4277.807617
	Iteration 42Q: 3 clusters Score -559962.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -559988.000000 Penalty: 4277.807617
	Iteration 43Q: 3 clusters Score -559988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -560008.187500 Penalty: 4277.807617
	Iteration 44Q: 3 clusters Score -560008.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -560022.500000 Penalty: 4277.807617
	Iteration 45Q: 3 clusters Score -560022.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -560033.000000 Penalty: 4277.807617
	Iteration 46Q: 3 clusters Score -560033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -560042.500000 Penalty: 4277.807617
	Iteration 47Q: 3 clusters Score -560042.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -560049.875000 Penalty: 4277.807617
	Iteration 48Q: 3 clusters Score -560049.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -560052.750000 Penalty: 4277.807617
	Iteration 49Q: 3 clusters Score -560052.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -560059.000000 Penalty: 4277.807617
	Iteration 50Q: 3 clusters Score -560059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -560061.437500 Penalty: 4277.807617
	Iteration 51Q: 3 clusters Score -560061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -560063.875000 Penalty: 4277.807617
	Iteration 52Q: 3 clusters Score -560063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -560066.500000 Penalty: 4277.807617
	Iteration 53Q: 3 clusters Score -560066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -560068.687500 Penalty: 4277.807617
	Iteration 54Q: 3 clusters Score -560068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -560069.875000 Penalty: 4277.807617
	Iteration 55Q: 3 clusters Score -560069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -560074.062500 Penalty: 4277.807617
	Iteration 56Q: 3 clusters Score -560074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -560074.937500 Penalty: 4277.807617
	Iteration 57Q: 3 clusters Score -560074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -560076.687500 Penalty: 4277.807617
	Iteration 58Q: 3 clusters Score -560076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -560077.250000 Penalty: 4277.807617
	Iteration 59Q: 3 clusters Score -560077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -560079.437500 Penalty: 4277.807617
	Iteration 60F: 3 clusters Score -560079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -560082.625000 Penalty: 4277.807617
	Iteration 61Q: 3 clusters Score -560082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -560083.875000 Penalty: 4277.807617
	Iteration 62Q: 3 clusters Score -560083.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -560089.500000 Penalty: 4277.807617
	Iteration 63Q: 3 clusters Score -560089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -560090.125000 Penalty: 4277.807617
	Iteration 64Q: 3 clusters Score -560090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -560091.625000 Penalty: 4277.807617
	Iteration 65Q: 3 clusters Score -560091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -560093.000000 Penalty: 4277.807617
	Iteration 66Q: 3 clusters Score -560093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -560100.000000 Penalty: 4277.807617
	Iteration 67Q: 3 clusters Score -560100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -560101.437500 Penalty: 4277.807617
	Iteration 68Q: 3 clusters Score -560101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -560104.812500 Penalty: 4277.807617
	Iteration 69Q: 3 clusters Score -560104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -560107.000000 Penalty: 4277.807617
	Iteration 70Q: 3 clusters Score -560107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -560109.000000 Penalty: 4277.807617
	Iteration 71Q: 3 clusters Score -560109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -560111.437500 Penalty: 4277.807617
	Iteration 72Q: 3 clusters Score -560111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -560111.437500 Penalty: 4277.807617
	Iteration 73F: 3 clusters Score -560111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -362628.031250 Penalty: 2056.924316
	Iteration 0F: 2 clusters Score -362628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -358757.843750 Penalty: 4113.848633
	Iteration 0F: 3 clusters Score -358757.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359716.718750 Penalty: 4113.848633
	Iteration 1F: 3 clusters Score -359716.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -360044.437500 Penalty: 4113.848633
	Iteration 2F: 3 clusters Score -360044.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -360259.531250 Penalty: 4113.848633
	Iteration 3F: 3 clusters Score -360259.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -360425.750000 Penalty: 4113.848633
	Iteration 4F: 3 clusters Score -360425.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -360555.062500 Penalty: 4113.848633
	Iteration 5Q: 3 clusters Score -360555.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -360664.156250 Penalty: 4113.848633
	Iteration 6Q: 3 clusters Score -360664.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -360785.187500 Penalty: 4113.848633
	Iteration 7Q: 3 clusters Score -360785.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -360899.843750 Penalty: 4113.848633
	Iteration 8Q: 3 clusters Score -360899.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -361015.843750 Penalty: 4113.848633
	Iteration 9Q: 3 clusters Score -361015.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -361133.750000 Penalty: 4113.848633
	Iteration 10Q: 3 clusters Score -361133.8 nChanged 127
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: -361279.062500 Penalty: 4113.848633
	Iteration 11Q: 3 clusters Score -361279.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -361409.437500 Penalty: 4113.848633
	Iteration 12Q: 3 clusters Score -361409.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -361507.312500 Penalty: 4113.848633
	Iteration 13Q: 3 clusters Score -361507.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -361585.031250 Penalty: 4113.848633
	Iteration 14Q: 3 clusters Score -361585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -361631.625000 Penalty: 4113.848633
	Iteration 15Q: 3 clusters Score -361631.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -361670.593750 Penalty: 4113.848633
	Iteration 16Q: 3 clusters Score -361670.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -361695.531250 Penalty: 4113.848633
	Iteration 17Q: 3 clusters Score -361695.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -361707.843750 Penalty: 4113.848633
	Iteration 18Q: 3 clusters Score -361707.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -361712.406250 Penalty: 4113.848633
	Iteration 19Q: 3 clusters Score -361712.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -361729.468750 Penalty: 4113.848633
	Iteration 20F: 3 clusters Score -361729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -361739.125000 Penalty: 4113.848633
	Iteration 21Q: 3 clusters Score -361739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -361739.937500 Penalty: 4113.848633
	Iteration 22Q: 3 clusters Score -361739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -361740.718750 Penalty: 4113.848633
	Iteration 23Q: 3 clusters Score -361740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -361740.406250 Penalty: 4113.848633
	Iteration 24Q: 3 clusters Score -361740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -361740.406250 Penalty: 4113.848633
	Iteration 25F: 3 clusters Score -361740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -107260.406250 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -107260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105137.656250 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -105137.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105410.312500 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -105410.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105508.117188 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -105508.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -105582.273438 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -105582.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105660.625000 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -105660.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105724.625000 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -105724.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105832.765625 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -105832.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105885.234375 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -105885.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105919.859375 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -105919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105946.984375 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -105947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -105972.289062 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -105972.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106002.351562 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -106002.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -106017.492188 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -106017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106040.398438 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -106040.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -106058.156250 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -106058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106068.804688 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -106068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -106076.335938 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -106076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -106083.289062 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -106083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106089.742188 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -106089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106091.007812 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -106091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106091.007812 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -106091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -124152.765625 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -124152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121926.890625 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -121926.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122279.546875 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -122279.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -122360.812500 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -122360.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122429.625000 Penalty: 3610.884033
	Iteration 3Q: 3 clusters Score -122429.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122488.242188 Penalty: 3610.884033
	Iteration 4Q: 3 clusters Score -122488.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122526.429688 Penalty: 3610.884033
	Iteration 5Q: 3 clusters Score -122526.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -122573.734375 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -122573.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122616.750000 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -122616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122647.976562 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -122648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122678.515625 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -122678.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122703.578125 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -122703.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122715.812500 Penalty: 3610.884033
	Iteration 11Q: 3 clusters Score -122715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122725.515625 Penalty: 3610.884033
	Iteration 12Q: 3 clusters Score -122725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122736.601562 Penalty: 3610.884033
	Iteration 13Q: 3 clusters Score -122736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -122748.523438 Penalty: 3610.884033
	Iteration 14Q: 3 clusters Score -122748.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122757.382812 Penalty: 3610.884033
	Iteration 15Q: 3 clusters Score -122757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122771.593750 Penalty: 3610.884033
	Iteration 16Q: 3 clusters Score -122771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -122785.906250 Penalty: 3610.884033
	Iteration 17Q: 3 clusters Score -122785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122801.929688 Penalty: 3610.884033
	Iteration 18Q: 3 clusters Score -122801.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122812.898438 Penalty: 3610.884033
	Iteration 19Q: 3 clusters Score -122812.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122822.507812 Penalty: 3610.884033
	Iteration 20F: 3 clusters Score -122822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122832.109375 Penalty: 3610.884033
	Iteration 21Q: 3 clusters Score -122832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122841.289062 Penalty: 3610.884033
	Iteration 22Q: 3 clusters Score -122841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122850.578125 Penalty: 3610.884033
	Iteration 23Q: 3 clusters Score -122850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122857.328125 Penalty: 3610.884033
	Iteration 24Q: 3 clusters Score -122857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122861.890625 Penalty: 3610.884033
	Iteration 25Q: 3 clusters Score -122861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122865.546875 Penalty: 3610.884033
	Iteration 26Q: 3 clusters Score -122865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122868.476562 Penalty: 3610.884033
	Iteration 27Q: 3 clusters Score -122868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122869.789062 Penalty: 3610.884033
	Iteration 28Q: 3 clusters Score -122869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122871.703125 Penalty: 3610.884033
	Iteration 29Q: 3 clusters Score -122871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122872.609375 Penalty: 3610.884033
	Iteration 30Q: 3 clusters Score -122872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122874.703125 Penalty: 3610.884033
	Iteration 31Q: 3 clusters Score -122874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122877.171875 Penalty: 3610.884033
	Iteration 32Q: 3 clusters Score -122877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122883.554688 Penalty: 3610.884033
	Iteration 33Q: 3 clusters Score -122883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122883.554688 Penalty: 3610.884033
	Iteration 34F: 3 clusters Score -122883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -641649.937500 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -641649.9 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 3152 members 
Entering Unmasked Estep 
Score: -636238.812500 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -636238.8 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -637577.312500 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -637577.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -637828.500000 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -637828.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -637994.375000 Penalty: 4342.923828
	Iteration 3Q: 3 clusters Score -637994.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -638146.562500 Penalty: 4342.923828
	Iteration 4Q: 3 clusters Score -638146.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -638287.125000 Penalty: 4342.923828
	Iteration 5Q: 3 clusters Score -638287.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -638401.000000 Penalty: 4342.923828
	Iteration 6Q: 3 clusters Score -638401 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -638490.875000 Penalty: 4342.923828
	Iteration 7Q: 3 clusters Score -638490.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -638559.937500 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -638559.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -638612.562500 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -638612.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -638650.562500 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -638650.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -638683.687500 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -638683.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -638711.062500 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -638711.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -638735.187500 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -638735.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -638755.500000 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -638755.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -638783.875000 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -638783.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -638806.875000 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -638806.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -638833.937500 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -638833.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -638858.937500 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -638858.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -638887.562500 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -638887.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -638916.500000 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -638916.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -638945.875000 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -638945.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -638979.000000 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -638979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -639016.562500 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -639016.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -639048.687500 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -639048.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -639076.625000 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -639076.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -639102.875000 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -639102.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -639128.687500 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -639128.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -639157.250000 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -639157.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -639184.437500 Penalty: 4342.923828
	Iteration 29Q: 3 clusters Score -639184.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -639201.437500 Penalty: 4342.923828
	Iteration 30Q: 3 clusters Score -639201.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -639219.875000 Penalty: 4342.923828
	Iteration 31Q: 3 clusters Score -639219.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -639233.000000 Penalty: 4342.923828
	Iteration 32Q: 3 clusters Score -639233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -639243.125000 Penalty: 4342.923828
	Iteration 33Q: 3 clusters Score -639243.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -639254.812500 Penalty: 4342.923828
	Iteration 34Q: 3 clusters Score -639254.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -639263.000000 Penalty: 4342.923828
	Iteration 35Q: 3 clusters Score -639263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -639267.375000 Penalty: 4342.923828
	Iteration 36Q: 3 clusters Score -639267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -639272.187500 Penalty: 4342.923828
	Iteration 37Q: 3 clusters Score -639272.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -639278.812500 Penalty: 4342.923828
	Iteration 38Q: 3 clusters Score -639278.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -639285.000000 Penalty: 4342.923828
	Iteration 39Q: 3 clusters Score -639285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -639291.812500 Penalty: 4342.923828
	Iteration 40F: 3 clusters Score -639291.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -639294.812500 Penalty: 4342.923828
	Iteration 41Q: 3 clusters Score -639294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -639297.875000 Penalty: 4342.923828
	Iteration 42Q: 3 clusters Score -639297.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -639304.812500 Penalty: 4342.923828
	Iteration 43Q: 3 clusters Score -639304.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -639311.187500 Penalty: 4342.923828
	Iteration 44Q: 3 clusters Score -639311.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -639314.062500 Penalty: 4342.923828
	Iteration 45Q: 3 clusters Score -639314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -639319.562500 Penalty: 4342.923828
	Iteration 46Q: 3 clusters Score -639319.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -639322.687500 Penalty: 4342.923828
	Iteration 47Q: 3 clusters Score -639322.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -639324.625000 Penalty: 4342.923828
	Iteration 48Q: 3 clusters Score -639324.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -639328.812500 Penalty: 4342.923828
	Iteration 49Q: 3 clusters Score -639328.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -639336.312500 Penalty: 4342.923828
	Iteration 50Q: 3 clusters Score -639336.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -639343.187500 Penalty: 4342.923828
	Iteration 51Q: 3 clusters Score -639343.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -639354.875000 Penalty: 4342.923828
	Iteration 52Q: 3 clusters Score -639354.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -639368.125000 Penalty: 4342.923828
	Iteration 53Q: 3 clusters Score -639368.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -639381.750000 Penalty: 4342.923828
	Iteration 54Q: 3 clusters Score -639381.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -639397.000000 Penalty: 4342.923828
	Iteration 55Q: 3 clusters Score -639397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -639408.375000 Penalty: 4342.923828
	Iteration 56Q: 3 clusters Score -639408.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -639415.312500 Penalty: 4342.923828
	Iteration 57Q: 3 clusters Score -639415.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -639418.625000 Penalty: 4342.923828
	Iteration 58Q: 3 clusters Score -639418.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -639423.312500 Penalty: 4342.923828
	Iteration 59Q: 3 clusters Score -639423.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -639427.125000 Penalty: 4342.923828
	Iteration 60F: 3 clusters Score -639427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -639431.125000 Penalty: 4342.923828
	Iteration 61Q: 3 clusters Score -639431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -639434.062500 Penalty: 4342.923828
	Iteration 62Q: 3 clusters Score -639434.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -639438.312500 Penalty: 4342.923828
	Iteration 63Q: 3 clusters Score -639438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -639441.875000 Penalty: 4342.923828
	Iteration 64Q: 3 clusters Score -639441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -639447.875000 Penalty: 4342.923828
	Iteration 65Q: 3 clusters Score -639447.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -639451.312500 Penalty: 4342.923828
	Iteration 66Q: 3 clusters Score -639451.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -639452.187500 Penalty: 4342.923828
	Iteration 67Q: 3 clusters Score -639452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -639453.125000 Penalty: 4342.923828
	Iteration 68Q: 3 clusters Score -639453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -639454.500000 Penalty: 4342.923828
	Iteration 69Q: 3 clusters Score -639454.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -639456.250000 Penalty: 4342.923828
	Iteration 70Q: 3 clusters Score -639456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -639458.500000 Penalty: 4342.923828
	Iteration 71Q: 3 clusters Score -639458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -639461.437500 Penalty: 4342.923828
	Iteration 72Q: 3 clusters Score -639461.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -639463.875000 Penalty: 4342.923828
	Iteration 73Q: 3 clusters Score -639463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -639464.875000 Penalty: 4342.923828
	Iteration 74Q: 3 clusters Score -639464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -639466.125000 Penalty: 4342.923828
	Iteration 75Q: 3 clusters Score -639466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -639466.750000 Penalty: 4342.923828
	Iteration 76Q: 3 clusters Score -639466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -639468.187500 Penalty: 4342.923828
	Iteration 77Q: 3 clusters Score -639468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -639471.000000 Penalty: 4342.923828
	Iteration 78Q: 3 clusters Score -639471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -639471.062500 Penalty: 4342.923828
	Iteration 79Q: 3 clusters Score -639471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -639473.437500 Penalty: 4342.923828
	Iteration 80F: 3 clusters Score -639473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -639476.437500 Penalty: 4342.923828
	Iteration 81Q: 3 clusters Score -639476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -639477.437500 Penalty: 4342.923828
	Iteration 82Q: 3 clusters Score -639477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -639479.062500 Penalty: 4342.923828
	Iteration 83Q: 3 clusters Score -639479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -639479.062500 Penalty: 4342.923828
	Iteration 84Q: 3 clusters Score -639479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -639479.062500 Penalty: 4342.923828
	Iteration 85Q: 3 clusters Score -639479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -639480.062500 Penalty: 4342.923828
	Iteration 86Q: 3 clusters Score -639480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -639480.062500 Penalty: 4342.923828
	Iteration 87F: 3 clusters Score -639480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -992475.062500 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -992475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -984627.312500 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -984627.3 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -986956.375000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -986956.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -987264.625000 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -987264.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -987485.562500 Penalty: 4585.439941
	Iteration 3Q: 3 clusters Score -987485.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -987661.875000 Penalty: 4585.439941
	Iteration 4Q: 3 clusters Score -987661.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -987843.187500 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -987843.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -988030.875000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -988030.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -988234.687500 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -988234.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -988459.000000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -988459 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -988657.750000 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -988657.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -988844.062500 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -988844.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -989017.437500 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -989017.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -989185.000000 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -989185 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -989362.125000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -989362.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -989527.562500 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -989527.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -989672.437500 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -989672.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -989795.812500 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -989795.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -989911.750000 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -989911.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -990021.250000 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -990021.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -990113.125000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -990113.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -990190.062500 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -990190.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -990247.375000 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -990247.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -990300.437500 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -990300.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -990338.625000 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -990338.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -990377.000000 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -990377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -990409.687500 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -990409.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -990433.562500 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -990433.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -990458.812500 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -990458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -990479.437500 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -990479.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -990500.437500 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -990500.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -990520.187500 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -990520.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -990532.812500 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -990532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -990540.625000 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -990540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -990544.062500 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -990544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -990547.000000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -990547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -990552.562500 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -990552.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -990556.375000 Penalty: 4585.439941
	Iteration 36Q: 3 clusters Score -990556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -990560.125000 Penalty: 4585.439941
	Iteration 37Q: 3 clusters Score -990560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -990560.875000 Penalty: 4585.439941
	Iteration 38Q: 3 clusters Score -990560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -990563.625000 Penalty: 4585.439941
	Iteration 39Q: 3 clusters Score -990563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -990564.500000 Penalty: 4585.439941
	Iteration 40F: 3 clusters Score -990564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -990565.125000 Penalty: 4585.439941
	Iteration 41Q: 3 clusters Score -990565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -990566.437500 Penalty: 4585.439941
	Iteration 42Q: 3 clusters Score -990566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -990571.625000 Penalty: 4585.439941
	Iteration 43Q: 3 clusters Score -990571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -990575.625000 Penalty: 4585.439941
	Iteration 44Q: 3 clusters Score -990575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -990576.125000 Penalty: 4585.439941
	Iteration 45Q: 3 clusters Score -990576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -990575.187500 Penalty: 4585.439941
	Iteration 46Q: 3 clusters Score -990575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -990574.875000 Penalty: 4585.439941
	Iteration 47Q: 3 clusters Score -990574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -990576.437500 Penalty: 4585.439941
	Iteration 48Q: 3 clusters Score -990576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -990576.437500 Penalty: 4585.439941
	Iteration 49F: 3 clusters Score -990576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Entering Unmasked Estep 
Score: -981781.375000 Penalty: 2292.432129
	Iteration 0F: 2 clusters Score -981781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -973873.437500 Penalty: 4584.864258
	Iteration 0F: 3 clusters Score -973873.4 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -976178.812500 Penalty: 4584.864258
	Iteration 1F: 3 clusters Score -976178.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -976513.750000 Penalty: 4584.864258
	Iteration 2F: 3 clusters Score -976513.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -976776.312500 Penalty: 4584.864258
	Iteration 3F: 3 clusters Score -976776.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -976988.500000 Penalty: 4584.864258
	Iteration 4Q: 3 clusters Score -976988.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -977170.312500 Penalty: 4584.864258
	Iteration 5Q: 3 clusters Score -977170.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -977330.812500 Penalty: 4584.864258
	Iteration 6Q: 3 clusters Score -977330.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -977490.312500 Penalty: 4584.864258
	Iteration 7Q: 3 clusters Score -977490.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -977674.437500 Penalty: 4584.864258
	Iteration 8Q: 3 clusters Score -977674.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -977879.125000 Penalty: 4584.864258
	Iteration 9Q: 3 clusters Score -977879.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -978076.062500 Penalty: 4584.864258
	Iteration 10Q: 3 clusters Score -978076.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -978261.000000 Penalty: 4584.864258
	Iteration 11Q: 3 clusters Score -978261 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -978468.625000 Penalty: 4584.864258
	Iteration 12Q: 3 clusters Score -978468.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -978666.687500 Penalty: 4584.864258
	Iteration 13Q: 3 clusters Score -978666.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -978837.000000 Penalty: 4584.864258
	Iteration 14Q: 3 clusters Score -978837 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -978952.750000 Penalty: 4584.864258
	Iteration 15Q: 3 clusters Score -978952.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -979057.000000 Penalty: 4584.864258
	Iteration 16Q: 3 clusters Score -979057 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -979159.000000 Penalty: 4584.864258
	Iteration 17Q: 3 clusters Score -979159 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -979244.937500 Penalty: 4584.864258
	Iteration 18Q: 3 clusters Score -979244.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -979322.000000 Penalty: 4584.864258
	Iteration 19Q: 3 clusters Score -979322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -979377.687500 Penalty: 4584.864258
	Iteration 20F: 3 clusters Score -979377.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -979416.375000 Penalty: 4584.864258
	Iteration 21Q: 3 clusters Score -979416.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -979450.000000 Penalty: 4584.864258
	Iteration 22Q: 3 clusters Score -979450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -979470.750000 Penalty: 4584.864258
	Iteration 23Q: 3 clusters Score -979470.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -979491.562500 Penalty: 4584.864258
	Iteration 24Q: 3 clusters Score -979491.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -979506.062500 Penalty: 4584.864258
	Iteration 25Q: 3 clusters Score -979506.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -979517.000000 Penalty: 4584.864258
	Iteration 26Q: 3 clusters Score -979517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -979526.562500 Penalty: 4584.864258
	Iteration 27Q: 3 clusters Score -979526.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -979534.437500 Penalty: 4584.864258
	Iteration 28Q: 3 clusters Score -979534.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -979544.750000 Penalty: 4584.864258
	Iteration 29Q: 3 clusters Score -979544.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -979555.062500 Penalty: 4584.864258
	Iteration 30Q: 3 clusters Score -979555.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -979566.000000 Penalty: 4584.864258
	Iteration 31Q: 3 clusters Score -979566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -979578.750000 Penalty: 4584.864258
	Iteration 32Q: 3 clusters Score -979578.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -979590.562500 Penalty: 4584.864258
	Iteration 33Q: 3 clusters Score -979590.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -979602.250000 Penalty: 4584.864258
	Iteration 34Q: 3 clusters Score -979602.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -979613.937500 Penalty: 4584.864258
	Iteration 35Q: 3 clusters Score -979613.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -979625.375000 Penalty: 4584.864258
	Iteration 36Q: 3 clusters Score -979625.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -979640.125000 Penalty: 4584.864258
	Iteration 37Q: 3 clusters Score -979640.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -979652.750000 Penalty: 4584.864258
	Iteration 38Q: 3 clusters Score -979652.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -979667.375000 Penalty: 4584.864258
	Iteration 39Q: 3 clusters Score -979667.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -979690.312500 Penalty: 4584.864258
	Iteration 40F: 3 clusters Score -979690.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -979702.250000 Penalty: 4584.864258
	Iteration 41Q: 3 clusters Score -979702.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -979717.187500 Penalty: 4584.864258
	Iteration 42Q: 3 clusters Score -979717.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -979732.875000 Penalty: 4584.864258
	Iteration 43Q: 3 clusters Score -979732.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -979746.750000 Penalty: 4584.864258
	Iteration 44Q: 3 clusters Score -979746.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -979761.312500 Penalty: 4584.864258
	Iteration 45Q: 3 clusters Score -979761.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -979779.500000 Penalty: 4584.864258
	Iteration 46Q: 3 clusters Score -979779.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -979799.750000 Penalty: 4584.864258
	Iteration 47Q: 3 clusters Score -979799.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -979816.125000 Penalty: 4584.864258
	Iteration 48Q: 3 clusters Score -979816.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -979823.437500 Penalty: 4584.864258
	Iteration 49Q: 3 clusters Score -979823.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -979836.312500 Penalty: 4584.864258
	Iteration 50Q: 3 clusters Score -979836.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -979849.500000 Penalty: 4584.864258
	Iteration 51Q: 3 clusters Score -979849.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -979863.562500 Penalty: 4584.864258
	Iteration 52Q: 3 clusters Score -979863.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -979878.687500 Penalty: 4584.864258
	Iteration 53Q: 3 clusters Score -979878.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -979889.937500 Penalty: 4584.864258
	Iteration 54Q: 3 clusters Score -979889.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -979899.750000 Penalty: 4584.864258
	Iteration 55Q: 3 clusters Score -979899.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -979915.125000 Penalty: 4584.864258
	Iteration 56Q: 3 clusters Score -979915.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -979932.500000 Penalty: 4584.864258
	Iteration 57Q: 3 clusters Score -979932.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -979949.125000 Penalty: 4584.864258
	Iteration 58Q: 3 clusters Score -979949.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -979969.000000 Penalty: 4584.864258
	Iteration 59Q: 3 clusters Score -979969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -979990.000000 Penalty: 4584.864258
	Iteration 60F: 3 clusters Score -979990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -980010.812500 Penalty: 4584.864258
	Iteration 61Q: 3 clusters Score -980010.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -980028.000000 Penalty: 4584.864258
	Iteration 62Q: 3 clusters Score -980028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -980040.125000 Penalty: 4584.864258
	Iteration 63Q: 3 clusters Score -980040.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -980051.125000 Penalty: 4584.864258
	Iteration 64Q: 3 clusters Score -980051.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -980059.312500 Penalty: 4584.864258
	Iteration 65Q: 3 clusters Score -980059.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -980069.875000 Penalty: 4584.864258
	Iteration 66Q: 3 clusters Score -980069.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -980076.875000 Penalty: 4584.864258
	Iteration 67Q: 3 clusters Score -980076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -980082.562500 Penalty: 4584.864258
	Iteration 68Q: 3 clusters Score -980082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -980083.375000 Penalty: 4584.864258
	Iteration 69Q: 3 clusters Score -980083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -980084.562500 Penalty: 4584.864258
	Iteration 70Q: 3 clusters Score -980084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -980085.312500 Penalty: 4584.864258
	Iteration 71Q: 3 clusters Score -980085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -980088.000000 Penalty: 4584.864258
	Iteration 72Q: 3 clusters Score -980088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -980093.875000 Penalty: 4584.864258
	Iteration 73Q: 3 clusters Score -980093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -980093.625000 Penalty: 4584.864258
	Iteration 74Q: 3 clusters Score -980093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -980095.562500 Penalty: 4584.864258
	Iteration 75Q: 3 clusters Score -980095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -980096.812500 Penalty: 4584.864258
	Iteration 76Q: 3 clusters Score -980096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -980099.187500 Penalty: 4584.864258
	Iteration 77Q: 3 clusters Score -980099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -980100.187500 Penalty: 4584.864258
	Iteration 78Q: 3 clusters Score -980100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -980102.187500 Penalty: 4584.864258
	Iteration 79Q: 3 clusters Score -980102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -980101.812500 Penalty: 4584.864258
	Iteration 80F: 3 clusters Score -980101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -980102.312500 Penalty: 4584.864258
	Iteration 81Q: 3 clusters Score -980102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -980103.937500 Penalty: 4584.864258
	Iteration 82Q: 3 clusters Score -980103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -980102.875000 Penalty: 4584.864258
	Iteration 83Q: 3 clusters Score -980102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -980105.312500 Penalty: 4584.864258
	Iteration 84Q: 3 clusters Score -980105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -980108.000000 Penalty: 4584.864258
	Iteration 85Q: 3 clusters Score -980108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -980109.062500 Penalty: 4584.864258
	Iteration 86Q: 3 clusters Score -980109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -980109.625000 Penalty: 4584.864258
	Iteration 87Q: 3 clusters Score -980109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -980110.750000 Penalty: 4584.864258
	Iteration 88Q: 3 clusters Score -980110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -980112.437500 Penalty: 4584.864258
	Iteration 89Q: 3 clusters Score -980112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -980112.437500 Penalty: 4584.864258
	Iteration 90Q: 3 clusters Score -980112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -980116.687500 Penalty: 4584.864258
	Iteration 91Q: 3 clusters Score -980116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -980116.375000 Penalty: 4584.864258
	Iteration 92Q: 3 clusters Score -980116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -980116.375000 Penalty: 4584.864258
	Iteration 93F: 3 clusters Score -980116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -1965573.500000 Penalty: 2451.572754
	Iteration 0F: 2 clusters Score -1965574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1951777.125000 Penalty: 4903.145508
	Iteration 0F: 3 clusters Score -1951777 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1956470.875000 Penalty: 4903.145508
	Iteration 1F: 3 clusters Score -1956471 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1956918.625000 Penalty: 4903.145508
	Iteration 2F: 3 clusters Score -1956919 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1957316.250000 Penalty: 4903.145508
	Iteration 3F: 3 clusters Score -1957316 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1957743.250000 Penalty: 4903.145508
	Iteration 4Q: 3 clusters Score -1957743 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1958252.000000 Penalty: 4903.145508
	Iteration 5F: 3 clusters Score -1958252 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1958868.000000 Penalty: 4903.145508
	Iteration 6F: 3 clusters Score -1958868 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1959579.000000 Penalty: 4903.145508
	Iteration 7F: 3 clusters Score -1959579 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1960338.000000 Penalty: 4903.145508
	Iteration 8F: 3 clusters Score -1960338 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1961069.375000 Penalty: 4903.145508
	Iteration 9Q: 3 clusters Score -1961069 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1961763.875000 Penalty: 4903.145508
	Iteration 10Q: 3 clusters Score -1961764 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1962322.125000 Penalty: 4903.145508
	Iteration 11Q: 3 clusters Score -1962322 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1962728.000000 Penalty: 4903.145508
	Iteration 12Q: 3 clusters Score -1962728 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1963019.625000 Penalty: 4903.145508
	Iteration 13Q: 3 clusters Score -1963020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1963165.000000 Penalty: 4903.145508
	Iteration 14Q: 3 clusters Score -1963165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1963267.750000 Penalty: 4903.145508
	Iteration 15Q: 3 clusters Score -1963268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1963319.500000 Penalty: 4903.145508
	Iteration 16Q: 3 clusters Score -1963320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1963346.250000 Penalty: 4903.145508
	Iteration 17Q: 3 clusters Score -1963346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1963364.125000 Penalty: 4903.145508
	Iteration 18Q: 3 clusters Score -1963364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1963377.375000 Penalty: 4903.145508
	Iteration 19Q: 3 clusters Score -1963377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1963390.125000 Penalty: 4903.145508
	Iteration 20F: 3 clusters Score -1963390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1963396.500000 Penalty: 4903.145508
	Iteration 21Q: 3 clusters Score -1963396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1963413.875000 Penalty: 4903.145508
	Iteration 22Q: 3 clusters Score -1963414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1963413.625000 Penalty: 4903.145508
	Iteration 23Q: 3 clusters Score -1963414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1963421.500000 Penalty: 4903.145508
	Iteration 24Q: 3 clusters Score -1963422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1963425.500000 Penalty: 4903.145508
	Iteration 25Q: 3 clusters Score -1963426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1963428.250000 Penalty: 4903.145508
	Iteration 26Q: 3 clusters Score -1963428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1963429.375000 Penalty: 4903.145508
	Iteration 27Q: 3 clusters Score -1963429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1963427.250000 Penalty: 4903.145508
	Iteration 28Q: 3 clusters Score -1963427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1963427.250000 Penalty: 4903.145508
	Iteration 29F: 3 clusters Score -1963427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Entering Unmasked Estep 
Score: -2326966.500000 Penalty: 2495.932861
	Iteration 0F: 2 clusters Score -2326966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2310594.750000 Penalty: 4991.865723
	Iteration 0F: 3 clusters Score -2310595 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2316350.000000 Penalty: 4991.865723
	Iteration 1F: 3 clusters Score -2316350 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2317088.500000 Penalty: 4991.865723
	Iteration 2F: 3 clusters Score -2317088 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2317915.000000 Penalty: 4991.865723
	Iteration 3F: 3 clusters Score -2317915 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2318931.000000 Penalty: 4991.865723
	Iteration 4F: 3 clusters Score -2318931 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2319949.000000 Penalty: 4991.865723
	Iteration 5F: 3 clusters Score -2319949 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2320866.500000 Penalty: 4991.865723
	Iteration 6F: 3 clusters Score -2320866 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2321657.000000 Penalty: 4991.865723
	Iteration 7F: 3 clusters Score -2321657 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2322222.250000 Penalty: 4991.865723
	Iteration 8Q: 3 clusters Score -2322222 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2322624.250000 Penalty: 4991.865723
	Iteration 9Q: 3 clusters Score -2322624 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2322890.500000 Penalty: 4991.865723
	Iteration 10Q: 3 clusters Score -2322890 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2323073.000000 Penalty: 4991.865723
	Iteration 11Q: 3 clusters Score -2323073 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2323177.500000 Penalty: 4991.865723
	Iteration 12Q: 3 clusters Score -2323178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2323263.000000 Penalty: 4991.865723
	Iteration 13Q: 3 clusters Score -2323263 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2323307.750000 Penalty: 4991.865723
	Iteration 14Q: 3 clusters Score -2323308 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2323359.750000 Penalty: 4991.865723
	Iteration 15Q: 3 clusters Score -2323360 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2323429.750000 Penalty: 4991.865723
	Iteration 16Q: 3 clusters Score -2323430 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2323475.250000 Penalty: 4991.865723
	Iteration 17Q: 3 clusters Score -2323475 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2323519.000000 Penalty: 4991.865723
	Iteration 18Q: 3 clusters Score -2323519 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2323555.750000 Penalty: 4991.865723
	Iteration 19Q: 3 clusters Score -2323556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2323600.000000 Penalty: 4991.865723
	Iteration 20F: 3 clusters Score -2323600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2323639.750000 Penalty: 4991.865723
	Iteration 21Q: 3 clusters Score -2323640 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2323669.500000 Penalty: 4991.865723
	Iteration 22Q: 3 clusters Score -2323670 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2323717.000000 Penalty: 4991.865723
	Iteration 23Q: 3 clusters Score -2323717 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2323760.250000 Penalty: 4991.865723
	Iteration 24Q: 3 clusters Score -2323760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2323802.500000 Penalty: 4991.865723
	Iteration 25Q: 3 clusters Score -2323802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2323833.750000 Penalty: 4991.865723
	Iteration 26Q: 3 clusters Score -2323834 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2323868.500000 Penalty: 4991.865723
	Iteration 27Q: 3 clusters Score -2323868 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2323903.250000 Penalty: 4991.865723
	Iteration 28Q: 3 clusters Score -2323903 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2323947.000000 Penalty: 4991.865723
	Iteration 29Q: 3 clusters Score -2323947 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2323981.000000 Penalty: 4991.865723
	Iteration 30Q: 3 clusters Score -2323981 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2324011.000000 Penalty: 4991.865723
	Iteration 31Q: 3 clusters Score -2324011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2324035.750000 Penalty: 4991.865723
	Iteration 32Q: 3 clusters Score -2324036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2324054.000000 Penalty: 4991.865723
	Iteration 33Q: 3 clusters Score -2324054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2324057.750000 Penalty: 4991.865723
	Iteration 34Q: 3 clusters Score -2324058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2324071.250000 Penalty: 4991.865723
	Iteration 35Q: 3 clusters Score -2324071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2324087.250000 Penalty: 4991.865723
	Iteration 36Q: 3 clusters Score -2324087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2324108.750000 Penalty: 4991.865723
	Iteration 37Q: 3 clusters Score -2324109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2324126.500000 Penalty: 4991.865723
	Iteration 38Q: 3 clusters Score -2324126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2324153.500000 Penalty: 4991.865723
	Iteration 39Q: 3 clusters Score -2324154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2324163.250000 Penalty: 4991.865723
	Iteration 40F: 3 clusters Score -2324163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2324176.000000 Penalty: 4991.865723
	Iteration 41Q: 3 clusters Score -2324176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2324194.000000 Penalty: 4991.865723
	Iteration 42Q: 3 clusters Score -2324194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2324195.750000 Penalty: 4991.865723
	Iteration 43Q: 3 clusters Score -2324196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2324209.000000 Penalty: 4991.865723
	Iteration 44Q: 3 clusters Score -2324209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2324227.250000 Penalty: 4991.865723
	Iteration 45Q: 3 clusters Score -2324227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2324239.750000 Penalty: 4991.865723
	Iteration 46Q: 3 clusters Score -2324240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2324248.750000 Penalty: 4991.865723
	Iteration 47Q: 3 clusters Score -2324249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2324257.500000 Penalty: 4991.865723
	Iteration 48Q: 3 clusters Score -2324258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2324269.000000 Penalty: 4991.865723
	Iteration 49Q: 3 clusters Score -2324269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2324286.250000 Penalty: 4991.865723
	Iteration 50Q: 3 clusters Score -2324286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2324296.500000 Penalty: 4991.865723
	Iteration 51Q: 3 clusters Score -2324296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2324309.000000 Penalty: 4991.865723
	Iteration 52Q: 3 clusters Score -2324309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2324321.250000 Penalty: 4991.865723
	Iteration 53Q: 3 clusters Score -2324321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2324339.500000 Penalty: 4991.865723
	Iteration 54Q: 3 clusters Score -2324340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2324347.500000 Penalty: 4991.865723
	Iteration 55Q: 3 clusters Score -2324348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2324360.500000 Penalty: 4991.865723
	Iteration 56Q: 3 clusters Score -2324360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2324369.250000 Penalty: 4991.865723
	Iteration 57Q: 3 clusters Score -2324369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2324378.250000 Penalty: 4991.865723
	Iteration 58Q: 3 clusters Score -2324378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2324385.750000 Penalty: 4991.865723
	Iteration 59Q: 3 clusters Score -2324386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2324396.250000 Penalty: 4991.865723
	Iteration 60F: 3 clusters Score -2324396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2324404.250000 Penalty: 4991.865723
	Iteration 61Q: 3 clusters Score -2324404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2324410.750000 Penalty: 4991.865723
	Iteration 62Q: 3 clusters Score -2324411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2324417.500000 Penalty: 4991.865723
	Iteration 63Q: 3 clusters Score -2324418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2324427.750000 Penalty: 4991.865723
	Iteration 64Q: 3 clusters Score -2324428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2324432.750000 Penalty: 4991.865723
	Iteration 65Q: 3 clusters Score -2324433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2324438.000000 Penalty: 4991.865723
	Iteration 66Q: 3 clusters Score -2324438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2324439.000000 Penalty: 4991.865723
	Iteration 67Q: 3 clusters Score -2324439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2324453.750000 Penalty: 4991.865723
	Iteration 68Q: 3 clusters Score -2324454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2324455.500000 Penalty: 4991.865723
	Iteration 69Q: 3 clusters Score -2324456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2324464.250000 Penalty: 4991.865723
	Iteration 70Q: 3 clusters Score -2324464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2324470.000000 Penalty: 4991.865723
	Iteration 71Q: 3 clusters Score -2324470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2324473.750000 Penalty: 4991.865723
	Iteration 72Q: 3 clusters Score -2324474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2324476.250000 Penalty: 4991.865723
	Iteration 73Q: 3 clusters Score -2324476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2324474.500000 Penalty: 4991.865723
	Iteration 74Q: 3 clusters Score -2324474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2324475.500000 Penalty: 4991.865723
	Iteration 75Q: 3 clusters Score -2324476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2324476.500000 Penalty: 4991.865723
	Iteration 76Q: 3 clusters Score -2324476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2324477.500000 Penalty: 4991.865723
	Iteration 77Q: 3 clusters Score -2324478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2324479.500000 Penalty: 4991.865723
	Iteration 78Q: 3 clusters Score -2324480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2324478.750000 Penalty: 4991.865723
	Iteration 79Q: 3 clusters Score -2324479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2324483.750000 Penalty: 4991.865723
	Iteration 80F: 3 clusters Score -2324484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2324491.750000 Penalty: 4991.865723
	Iteration 81Q: 3 clusters Score -2324492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2324494.250000 Penalty: 4991.865723
	Iteration 82Q: 3 clusters Score -2324494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2324492.500000 Penalty: 4991.865723
	Iteration 83Q: 3 clusters Score -2324492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2324495.000000 Penalty: 4991.865723
	Iteration 84Q: 3 clusters Score -2324495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2324495.750000 Penalty: 4991.865723
	Iteration 85Q: 3 clusters Score -2324496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2324502.750000 Penalty: 4991.865723
	Iteration 86Q: 3 clusters Score -2324503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2324498.750000 Penalty: 4991.865723
	Iteration 87Q: 3 clusters Score -2324499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2324505.750000 Penalty: 4991.865723
	Iteration 88Q: 3 clusters Score -2324506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2324512.750000 Penalty: 4991.865723
	Iteration 89Q: 3 clusters Score -2324513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2324514.750000 Penalty: 4991.865723
	Iteration 90Q: 3 clusters Score -2324515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2324519.500000 Penalty: 4991.865723
	Iteration 91Q: 3 clusters Score -2324520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2324525.500000 Penalty: 4991.865723
	Iteration 92Q: 3 clusters Score -2324526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2324525.000000 Penalty: 4991.865723
	Iteration 93Q: 3 clusters Score -2324525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2324531.000000 Penalty: 4991.865723
	Iteration 94Q: 3 clusters Score -2324531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2324529.500000 Penalty: 4991.865723
	Iteration 95Q: 3 clusters Score -2324530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2324533.750000 Penalty: 4991.865723
	Iteration 96Q: 3 clusters Score -2324534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2324537.000000 Penalty: 4991.865723
	Iteration 97Q: 3 clusters Score -2324537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2324545.000000 Penalty: 4991.865723
	Iteration 98Q: 3 clusters Score -2324545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2324545.500000 Penalty: 4991.865723
	Iteration 99Q: 3 clusters Score -2324546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2324550.250000 Penalty: 4991.865723
	Iteration 100F: 3 clusters Score -2324550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2324552.500000 Penalty: 4991.865723
	Iteration 101Q: 3 clusters Score -2324552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2324554.000000 Penalty: 4991.865723
	Iteration 102Q: 3 clusters Score -2324554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2324566.000000 Penalty: 4991.865723
	Iteration 103Q: 3 clusters Score -2324566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2324570.500000 Penalty: 4991.865723
	Iteration 104Q: 3 clusters Score -2324570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2324577.500000 Penalty: 4991.865723
	Iteration 105Q: 3 clusters Score -2324578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2324577.250000 Penalty: 4991.865723
	Iteration 106Q: 3 clusters Score -2324577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2324583.250000 Penalty: 4991.865723
	Iteration 107Q: 3 clusters Score -2324583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2324584.250000 Penalty: 4991.865723
	Iteration 108Q: 3 clusters Score -2324584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2324588.750000 Penalty: 4991.865723
	Iteration 109Q: 3 clusters Score -2324589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2324589.750000 Penalty: 4991.865723
	Iteration 110Q: 3 clusters Score -2324590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2324593.000000 Penalty: 4991.865723
	Iteration 111Q: 3 clusters Score -2324593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2324600.250000 Penalty: 4991.865723
	Iteration 112Q: 3 clusters Score -2324600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2324598.500000 Penalty: 4991.865723
	Iteration 113Q: 3 clusters Score -2324598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2324600.750000 Penalty: 4991.865723
	Iteration 114Q: 3 clusters Score -2324601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2324603.500000 Penalty: 4991.865723
	Iteration 115Q: 3 clusters Score -2324604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2324610.750000 Penalty: 4991.865723
	Iteration 116Q: 3 clusters Score -2324611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2324613.500000 Penalty: 4991.865723
	Iteration 117Q: 3 clusters Score -2324614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2324610.500000 Penalty: 4991.865723
	Iteration 118Q: 3 clusters Score -2324610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2324611.000000 Penalty: 4991.865723
	Iteration 119Q: 3 clusters Score -2324611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2324614.250000 Penalty: 4991.865723
	Iteration 120F: 3 clusters Score -2324614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2324616.500000 Penalty: 4991.865723
	Iteration 121Q: 3 clusters Score -2324616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2324620.000000 Penalty: 4991.865723
	Iteration 122Q: 3 clusters Score -2324620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2324616.750000 Penalty: 4991.865723
	Iteration 123Q: 3 clusters Score -2324617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2324615.000000 Penalty: 4991.865723
	Iteration 124Q: 3 clusters Score -2324615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2324622.500000 Penalty: 4991.865723
	Iteration 125Q: 3 clusters Score -2324622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2324621.250000 Penalty: 4991.865723
	Iteration 126Q: 3 clusters Score -2324621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2324631.000000 Penalty: 4991.865723
	Iteration 127Q: 3 clusters Score -2324631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2324632.750000 Penalty: 4991.865723
	Iteration 128Q: 3 clusters Score -2324633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2324634.500000 Penalty: 4991.865723
	Iteration 129Q: 3 clusters Score -2324634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2324638.250000 Penalty: 4991.865723
	Iteration 130Q: 3 clusters Score -2324638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2324641.000000 Penalty: 4991.865723
	Iteration 131Q: 3 clusters Score -2324641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2324641.750000 Penalty: 4991.865723
	Iteration 132Q: 3 clusters Score -2324642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2324642.500000 Penalty: 4991.865723
	Iteration 133Q: 3 clusters Score -2324642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2324644.500000 Penalty: 4991.865723
	Iteration 134Q: 3 clusters Score -2324644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2324646.500000 Penalty: 4991.865723
	Iteration 135Q: 3 clusters Score -2324646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2324651.750000 Penalty: 4991.865723
	Iteration 136Q: 3 clusters Score -2324652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2324654.500000 Penalty: 4991.865723
	Iteration 137Q: 3 clusters Score -2324654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2324655.500000 Penalty: 4991.865723
	Iteration 138Q: 3 clusters Score -2324656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2324656.000000 Penalty: 4991.865723
	Iteration 139Q: 3 clusters Score -2324656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2324658.000000 Penalty: 4991.865723
	Iteration 140F: 3 clusters Score -2324658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2324659.750000 Penalty: 4991.865723
	Iteration 141Q: 3 clusters Score -2324660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2324655.500000 Penalty: 4991.865723
	Iteration 142Q: 3 clusters Score -2324656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2324655.500000 Penalty: 4991.865723
	Iteration 143Q: 3 clusters Score -2324656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2324654.750000 Penalty: 4991.865723
	Iteration 144Q: 3 clusters Score -2324655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2324654.750000 Penalty: 4991.865723
	Iteration 145F: 3 clusters Score -2324655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -595598.125000 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -595598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -590503.687500 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -590503.7 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -591753.500000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -591753.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -592001.562500 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -592001.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -592161.312500 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -592161.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -592294.250000 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -592294.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -592413.062500 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -592413.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -592537.375000 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -592537.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -592665.375000 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -592665.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -592804.812500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -592804.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -592942.125000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -592942.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -593065.375000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -593065.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -593172.312500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -593172.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -593246.312500 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -593246.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -593293.000000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -593293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -593330.875000 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -593330.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -593367.250000 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -593367.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -593394.437500 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -593394.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -593421.000000 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -593421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -593444.812500 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -593444.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -593458.312500 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -593458.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -593472.937500 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -593472.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -593486.937500 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -593486.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -593502.375000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -593502.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -593515.750000 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -593515.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -593527.187500 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -593527.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -593538.625000 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -593538.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -593548.562500 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -593548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -593556.562500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -593556.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -593568.000000 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -593568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -593577.375000 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -593577.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -593586.062500 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -593586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -593591.875000 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -593591.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -593596.187500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -593596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -593603.375000 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -593603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -593611.375000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -593611.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -593614.750000 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -593614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -593619.875000 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -593619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -593622.000000 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -593622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -593624.062500 Penalty: 4310.725098
	Iteration 38Q: 3 clusters Score -593624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -593625.437500 Penalty: 4310.725098
	Iteration 39Q: 3 clusters Score -593625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -593627.750000 Penalty: 4310.725098
	Iteration 40F: 3 clusters Score -593627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -593629.937500 Penalty: 4310.725098
	Iteration 41Q: 3 clusters Score -593629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -593631.312500 Penalty: 4310.725098
	Iteration 42Q: 3 clusters Score -593631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -593632.375000 Penalty: 4310.725098
	Iteration 43Q: 3 clusters Score -593632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -593634.250000 Penalty: 4310.725098
	Iteration 44Q: 3 clusters Score -593634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -593634.875000 Penalty: 4310.725098
	Iteration 45Q: 3 clusters Score -593634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -593637.125000 Penalty: 4310.725098
	Iteration 46Q: 3 clusters Score -593637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -593637.125000 Penalty: 4310.725098
	Iteration 47F: 3 clusters Score -593637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -824482.312500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -824482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -817775.937500 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -817775.9 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -819847.250000 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -819847.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -820275.500000 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -820275.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -820610.687500 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -820610.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -821003.312500 Penalty: 4483.970703
	Iteration 4F: 3 clusters Score -821003.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -821464.000000 Penalty: 4483.970703
	Iteration 5F: 3 clusters Score -821464 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -821938.187500 Penalty: 4483.970703
	Iteration 6F: 3 clusters Score -821938.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -822428.312500 Penalty: 4483.970703
	Iteration 7F: 3 clusters Score -822428.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -822898.375000 Penalty: 4483.970703
	Iteration 8F: 3 clusters Score -822898.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -823261.312500 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -823261.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -823485.812500 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -823485.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -823613.250000 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -823613.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -823687.062500 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -823687.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -823737.875000 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -823737.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -823773.312500 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -823773.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -823798.875000 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -823798.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -823818.625000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -823818.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -823831.687500 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -823831.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -823841.937500 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -823841.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -823851.187500 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -823851.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -823858.125000 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -823858.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -823867.000000 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -823867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -823874.125000 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -823874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -823878.812500 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -823878.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -823887.437500 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -823887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -823894.250000 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -823894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -823897.375000 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -823897.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -823900.000000 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -823900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -823901.062500 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -823901.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -823903.062500 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -823903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -823906.375000 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -823906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -823905.562500 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -823905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -823906.937500 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -823906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -823907.937500 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -823907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -823910.937500 Penalty: 4483.970703
	Iteration 34Q: 3 clusters Score -823910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -823910.750000 Penalty: 4483.970703
	Iteration 35Q: 3 clusters Score -823910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -823909.312500 Penalty: 4483.970703
	Iteration 36Q: 3 clusters Score -823909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -823911.437500 Penalty: 4483.970703
	Iteration 37Q: 3 clusters Score -823911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -823911.437500 Penalty: 4483.970703
	Iteration 38F: 3 clusters Score -823911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 41203 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61604 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12415 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19641 members 
Mstep: Class 41 contains 23488 members 
Mstep: Class 42 contains 5949 members 
Mstep: Class 43 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58961996.000000 Penalty: 142338.593750
Iteration 359Q: 44 clusters Score -5.8962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 29848 members 
Mstep: Class 7 contains 41176 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15687 members 
Mstep: Class 17 contains 35012 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15950 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16332 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19643 members 
Mstep: Class 41 contains 23492 members 
Mstep: Class 42 contains 5950 members 
Mstep: Class 43 contains 8455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962024.000000 Penalty: 142338.593750
Iteration 360F: 44 clusters Score -5.896202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 29847 members 
Mstep: Class 7 contains 41156 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61609 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15684 members 
Mstep: Class 17 contains 35013 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15949 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16335 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98788 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19642 members 
Mstep: Class 41 contains 23494 members 
Mstep: Class 42 contains 5950 members 
Mstep: Class 43 contains 8475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962052.000000 Penalty: 142338.593750
Iteration 361Q: 44 clusters Score -5.896205e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 29845 members 
Mstep: Class 7 contains 41138 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61612 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 15682 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15949 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16335 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15521 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98789 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22291 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19644 members 
Mstep: Class 41 contains 23497 members 
Mstep: Class 42 contains 5951 members 
Mstep: Class 43 contains 8487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962096.000000 Penalty: 142338.593750
Iteration 362Q: 44 clusters Score -5.89621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 29844 members 
Mstep: Class 7 contains 41123 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61612 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15947 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16334 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15522 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98794 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19644 members 
Mstep: Class 41 contains 23500 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962112.000000 Penalty: 142338.593750
Iteration 363Q: 44 clusters Score -5.896211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 29842 members 
Mstep: Class 7 contains 41113 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61612 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18636 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16336 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98796 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19644 members 
Mstep: Class 41 contains 23502 members 
Mstep: Class 42 contains 5951 members 
Mstep: Class 43 contains 8510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962120.000000 Penalty: 142338.593750
Iteration 364Q: 44 clusters Score -5.896212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 29842 members 
Mstep: Class 7 contains 41105 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18634 members 
Mstep: Class 15 contains 12411 members 
Mstep: Class 16 contains 15676 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15529 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98799 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19644 members 
Mstep: Class 41 contains 23504 members 
Mstep: Class 42 contains 5951 members 
Mstep: Class 43 contains 8510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962140.000000 Penalty: 142338.593750
Iteration 365Q: 44 clusters Score -5.896214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 29842 members 
Mstep: Class 7 contains 41097 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61616 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12410 members 
Mstep: Class 16 contains 15676 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 98801 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19644 members 
Mstep: Class 41 contains 23505 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962136.000000 Penalty: 142338.593750
Iteration 366Q: 44 clusters Score -5.896214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 29841 members 
Mstep: Class 7 contains 41094 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61615 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12409 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15531 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23506 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962112.000000 Penalty: 142338.593750
Iteration 367Q: 44 clusters Score -5.896211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29841 members 
Mstep: Class 7 contains 41090 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61615 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12409 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15533 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23507 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962096.000000 Penalty: 142338.593750
Iteration 368Q: 44 clusters Score -5.89621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29841 members 
Mstep: Class 7 contains 41085 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61615 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12410 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15534 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 4000 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962116.000000 Penalty: 142338.593750
Iteration 369Q: 44 clusters Score -5.896212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29841 members 
Mstep: Class 7 contains 41082 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61615 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12411 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35015 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15536 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962128.000000 Penalty: 142338.593750
Iteration 370Q: 44 clusters Score -5.896213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29841 members 
Mstep: Class 7 contains 41079 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962112.000000 Penalty: 142338.593750
Iteration 371Q: 44 clusters Score -5.896211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 41078 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962092.000000 Penalty: 142338.593750
Iteration 372Q: 44 clusters Score -5.896209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 41075 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962108.000000 Penalty: 142338.593750
Iteration 373Q: 44 clusters Score -5.896211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 41073 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962112.000000 Penalty: 142338.593750
Iteration 374Q: 44 clusters Score -5.896211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41071 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962116.000000 Penalty: 142338.593750
Iteration 375Q: 44 clusters Score -5.896212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41070 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19645 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962116.000000 Penalty: 142338.593750
Iteration 376Q: 44 clusters Score -5.896212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41069 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962144.000000 Penalty: 142338.593750
Iteration 377Q: 44 clusters Score -5.896214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41067 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5952 members 
Mstep: Class 43 contains 8537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962136.000000 Penalty: 142338.593750
Iteration 378Q: 44 clusters Score -5.896214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5953 members 
Mstep: Class 43 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962152.000000 Penalty: 142338.593750
Iteration 379Q: 44 clusters Score -5.896215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58962172.000000 Penalty: 142338.593750
Iteration 380F: 44 clusters Score -5.896217e+07 nChanged 0
Entering ConstructFrom: 
Score: -58962172.000000 Penalty: 142338.593750
Entering ConstructFrom: 
Trying to split cluster 1 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -237188.156250 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -237188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -234019.515625 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -234019.5 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235151.359375 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -235151.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -235686.312500 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -235686.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -236079.843750 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -236079.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -236424.421875 Penalty: 3993.781250
	Iteration 4F: 3 clusters Score -236424.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -236765.984375 Penalty: 3993.781250
	Iteration 5F: 3 clusters Score -236766 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -237073.234375 Penalty: 3993.781250
	Iteration 6F: 3 clusters Score -237073.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -237456.703125 Penalty: 3993.781250
	Iteration 7F: 3 clusters Score -237456.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -237816.218750 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -237816.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -238082.750000 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -238082.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -238168.640625 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -238168.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -238205.906250 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -238205.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -238228.046875 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -238228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -238242.281250 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -238242.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -238250.828125 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -238250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -238254.484375 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -238254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -238255.890625 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -238255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -238259.031250 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -238259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -238260.828125 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -238260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -238262.656250 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -238262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -238266.109375 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -238266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -238269.343750 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -238269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -238270.453125 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -238270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -238271.453125 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -238271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -238272.078125 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -238272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -238273.437500 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -238273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -238273.843750 Penalty: 3993.781250
	Iteration 26Q: 3 clusters Score -238273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -238273.843750 Penalty: 3993.781250
	Iteration 27F: 3 clusters Score -238273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Mstep: Class 44 contains 1534 members 
Entering Unmasked Estep 
Score: -58961840.000000 Penalty: 145648.796875
Splitting cluster 1 changes total score from -58962172.000000 to -58961840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -250990.468750 Penalty: 1962.190063
	Iteration 0F: 2 clusters Score -250990.5 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 1358 members 
Entering Unmasked Estep 
Score: -247938.734375 Penalty: 3924.380127
	Iteration 0F: 3 clusters Score -247938.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -248569.406250 Penalty: 3924.380127
	Iteration 1F: 3 clusters Score -248569.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -248755.375000 Penalty: 3924.380127
	Iteration 2F: 3 clusters Score -248755.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -248867.906250 Penalty: 3924.380127
	Iteration 3F: 3 clusters Score -248867.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -248945.593750 Penalty: 3924.380127
	Iteration 4Q: 3 clusters Score -248945.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -249002.593750 Penalty: 3924.380127
	Iteration 5Q: 3 clusters Score -249002.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -249054.890625 Penalty: 3924.380127
	Iteration 6Q: 3 clusters Score -249054.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -249092.671875 Penalty: 3924.380127
	Iteration 7Q: 3 clusters Score -249092.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249119.859375 Penalty: 3924.380127
	Iteration 8Q: 3 clusters Score -249119.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -249142.687500 Penalty: 3924.380127
	Iteration 9Q: 3 clusters Score -249142.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -249159.296875 Penalty: 3924.380127
	Iteration 10Q: 3 clusters Score -249159.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249179.515625 Penalty: 3924.380127
	Iteration 11Q: 3 clusters Score -249179.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -249196.343750 Penalty: 3924.380127
	Iteration 12Q: 3 clusters Score -249196.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249213.343750 Penalty: 3924.380127
	Iteration 13Q: 3 clusters Score -249213.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -249228.125000 Penalty: 3924.380127
	Iteration 14Q: 3 clusters Score -249228.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -249238.531250 Penalty: 3924.380127
	Iteration 15Q: 3 clusters Score -249238.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249245.937500 Penalty: 3924.380127
	Iteration 16Q: 3 clusters Score -249245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249252.578125 Penalty: 3924.380127
	Iteration 17Q: 3 clusters Score -249252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249258.750000 Penalty: 3924.380127
	Iteration 18Q: 3 clusters Score -249258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249261.640625 Penalty: 3924.380127
	Iteration 19Q: 3 clusters Score -249261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249264.187500 Penalty: 3924.380127
	Iteration 20F: 3 clusters Score -249264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249266.421875 Penalty: 3924.380127
	Iteration 21Q: 3 clusters Score -249266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249268.718750 Penalty: 3924.380127
	Iteration 22Q: 3 clusters Score -249268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249270.937500 Penalty: 3924.380127
	Iteration 23Q: 3 clusters Score -249270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249271.390625 Penalty: 3924.380127
	Iteration 24Q: 3 clusters Score -249271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249271.812500 Penalty: 3924.380127
	Iteration 25Q: 3 clusters Score -249271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249271.812500 Penalty: 3924.380127
	Iteration 26F: 3 clusters Score -249271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Entering Unmasked Estep 
Score: -2424980.750000 Penalty: 2510.818604
	Iteration 0F: 2 clusters Score -2424981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2407727.000000 Penalty: 5021.637207
	Iteration 0F: 3 clusters Score -2407727 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2413673.750000 Penalty: 5021.637207
	Iteration 1F: 3 clusters Score -2413674 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2414222.500000 Penalty: 5021.637207
	Iteration 2F: 3 clusters Score -2414222 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2414754.000000 Penalty: 5021.637207
	Iteration 3Q: 3 clusters Score -2414754 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2415292.250000 Penalty: 5021.637207
	Iteration 4Q: 3 clusters Score -2415292 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2415879.500000 Penalty: 5021.637207
	Iteration 5Q: 3 clusters Score -2415880 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2416516.750000 Penalty: 5021.637207
	Iteration 6Q: 3 clusters Score -2416517 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2417177.500000 Penalty: 5021.637207
	Iteration 7F: 3 clusters Score -2417178 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2417839.000000 Penalty: 5021.637207
	Iteration 8Q: 3 clusters Score -2417839 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2418464.250000 Penalty: 5021.637207
	Iteration 9Q: 3 clusters Score -2418464 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2418930.750000 Penalty: 5021.637207
	Iteration 10Q: 3 clusters Score -2418931 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2419251.750000 Penalty: 5021.637207
	Iteration 11Q: 3 clusters Score -2419252 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2419527.500000 Penalty: 5021.637207
	Iteration 12Q: 3 clusters Score -2419528 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2419735.250000 Penalty: 5021.637207
	Iteration 13Q: 3 clusters Score -2419735 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2419893.000000 Penalty: 5021.637207
	Iteration 14Q: 3 clusters Score -2419893 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2419999.250000 Penalty: 5021.637207
	Iteration 15Q: 3 clusters Score -2419999 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2420099.750000 Penalty: 5021.637207
	Iteration 16Q: 3 clusters Score -2420100 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2420184.750000 Penalty: 5021.637207
	Iteration 17Q: 3 clusters Score -2420185 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2420268.250000 Penalty: 5021.637207
	Iteration 18Q: 3 clusters Score -2420268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2420322.500000 Penalty: 5021.637207
	Iteration 19Q: 3 clusters Score -2420322 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2420382.750000 Penalty: 5021.637207
	Iteration 20F: 3 clusters Score -2420383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2420426.750000 Penalty: 5021.637207
	Iteration 21Q: 3 clusters Score -2420427 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2420460.000000 Penalty: 5021.637207
	Iteration 22Q: 3 clusters Score -2420460 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2420503.750000 Penalty: 5021.637207
	Iteration 23Q: 3 clusters Score -2420504 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2420525.500000 Penalty: 5021.637207
	Iteration 24Q: 3 clusters Score -2420526 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2420559.750000 Penalty: 5021.637207
	Iteration 25Q: 3 clusters Score -2420560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2420590.250000 Penalty: 5021.637207
	Iteration 26Q: 3 clusters Score -2420590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2420621.250000 Penalty: 5021.637207
	Iteration 27Q: 3 clusters Score -2420621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2420664.750000 Penalty: 5021.637207
	Iteration 28Q: 3 clusters Score -2420665 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2420699.500000 Penalty: 5021.637207
	Iteration 29Q: 3 clusters Score -2420700 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2420731.250000 Penalty: 5021.637207
	Iteration 30Q: 3 clusters Score -2420731 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2420766.000000 Penalty: 5021.637207
	Iteration 31Q: 3 clusters Score -2420766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2420801.500000 Penalty: 5021.637207
	Iteration 32Q: 3 clusters Score -2420802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2420839.750000 Penalty: 5021.637207
	Iteration 33Q: 3 clusters Score -2420840 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2420865.750000 Penalty: 5021.637207
	Iteration 34Q: 3 clusters Score -2420866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2420894.000000 Penalty: 5021.637207
	Iteration 35Q: 3 clusters Score -2420894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2420929.500000 Penalty: 5021.637207
	Iteration 36Q: 3 clusters Score -2420930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2420972.000000 Penalty: 5021.637207
	Iteration 37Q: 3 clusters Score -2420972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2421012.000000 Penalty: 5021.637207
	Iteration 38Q: 3 clusters Score -2421012 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2421055.250000 Penalty: 5021.637207
	Iteration 39Q: 3 clusters Score -2421055 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2421116.000000 Penalty: 5021.637207
	Iteration 40F: 3 clusters Score -2421116 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2421178.250000 Penalty: 5021.637207
	Iteration 41Q: 3 clusters Score -2421178 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2421232.000000 Penalty: 5021.637207
	Iteration 42Q: 3 clusters Score -2421232 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2421299.500000 Penalty: 5021.637207
	Iteration 43Q: 3 clusters Score -2421300 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2421376.000000 Penalty: 5021.637207
	Iteration 44Q: 3 clusters Score -2421376 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2421460.000000 Penalty: 5021.637207
	Iteration 45Q: 3 clusters Score -2421460 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2421533.750000 Penalty: 5021.637207
	Iteration 46Q: 3 clusters Score -2421534 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2421613.000000 Penalty: 5021.637207
	Iteration 47Q: 3 clusters Score -2421613 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2421697.000000 Penalty: 5021.637207
	Iteration 48Q: 3 clusters Score -2421697 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2421793.500000 Penalty: 5021.637207
	Iteration 49Q: 3 clusters Score -2421794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2421858.500000 Penalty: 5021.637207
	Iteration 50Q: 3 clusters Score -2421858 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2421913.750000 Penalty: 5021.637207
	Iteration 51Q: 3 clusters Score -2421914 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2421992.000000 Penalty: 5021.637207
	Iteration 52Q: 3 clusters Score -2421992 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2422051.000000 Penalty: 5021.637207
	Iteration 53Q: 3 clusters Score -2422051 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2422102.750000 Penalty: 5021.637207
	Iteration 54Q: 3 clusters Score -2422103 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2422162.000000 Penalty: 5021.637207
	Iteration 55Q: 3 clusters Score -2422162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2422202.750000 Penalty: 5021.637207
	Iteration 56Q: 3 clusters Score -2422203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2422243.250000 Penalty: 5021.637207
	Iteration 57Q: 3 clusters Score -2422243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2422279.250000 Penalty: 5021.637207
	Iteration 58Q: 3 clusters Score -2422279 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2422317.000000 Penalty: 5021.637207
	Iteration 59Q: 3 clusters Score -2422317 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2422369.500000 Penalty: 5021.637207
	Iteration 60F: 3 clusters Score -2422370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2422404.250000 Penalty: 5021.637207
	Iteration 61Q: 3 clusters Score -2422404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2422447.750000 Penalty: 5021.637207
	Iteration 62Q: 3 clusters Score -2422448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2422489.500000 Penalty: 5021.637207
	Iteration 63Q: 3 clusters Score -2422490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2422530.750000 Penalty: 5021.637207
	Iteration 64Q: 3 clusters Score -2422531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2422565.500000 Penalty: 5021.637207
	Iteration 65Q: 3 clusters Score -2422566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2422597.500000 Penalty: 5021.637207
	Iteration 66Q: 3 clusters Score -2422598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2422616.250000 Penalty: 5021.637207
	Iteration 67Q: 3 clusters Score -2422616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2422646.000000 Penalty: 5021.637207
	Iteration 68Q: 3 clusters Score -2422646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2422673.500000 Penalty: 5021.637207
	Iteration 69Q: 3 clusters Score -2422674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2422677.000000 Penalty: 5021.637207
	Iteration 70Q: 3 clusters Score -2422677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2422695.250000 Penalty: 5021.637207
	Iteration 71Q: 3 clusters Score -2422695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2422710.500000 Penalty: 5021.637207
	Iteration 72Q: 3 clusters Score -2422710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2422718.750000 Penalty: 5021.637207
	Iteration 73Q: 3 clusters Score -2422719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2422731.750000 Penalty: 5021.637207
	Iteration 74Q: 3 clusters Score -2422732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2422737.750000 Penalty: 5021.637207
	Iteration 75Q: 3 clusters Score -2422738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2422742.750000 Penalty: 5021.637207
	Iteration 76Q: 3 clusters Score -2422743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2422744.750000 Penalty: 5021.637207
	Iteration 77Q: 3 clusters Score -2422745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2422750.250000 Penalty: 5021.637207
	Iteration 78Q: 3 clusters Score -2422750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2422752.250000 Penalty: 5021.637207
	Iteration 79Q: 3 clusters Score -2422752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2422761.500000 Penalty: 5021.637207
	Iteration 80F: 3 clusters Score -2422762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2422755.250000 Penalty: 5021.637207
	Iteration 81Q: 3 clusters Score -2422755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2422759.500000 Penalty: 5021.637207
	Iteration 82Q: 3 clusters Score -2422760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2422763.750000 Penalty: 5021.637207
	Iteration 83Q: 3 clusters Score -2422764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2422774.250000 Penalty: 5021.637207
	Iteration 84Q: 3 clusters Score -2422774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2422786.500000 Penalty: 5021.637207
	Iteration 85Q: 3 clusters Score -2422786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2422792.000000 Penalty: 5021.637207
	Iteration 86Q: 3 clusters Score -2422792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2422792.500000 Penalty: 5021.637207
	Iteration 87Q: 3 clusters Score -2422792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2422795.500000 Penalty: 5021.637207
	Iteration 88Q: 3 clusters Score -2422796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2422797.000000 Penalty: 5021.637207
	Iteration 89Q: 3 clusters Score -2422797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2422803.500000 Penalty: 5021.637207
	Iteration 90Q: 3 clusters Score -2422804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2422808.000000 Penalty: 5021.637207
	Iteration 91Q: 3 clusters Score -2422808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2422820.750000 Penalty: 5021.637207
	Iteration 92Q: 3 clusters Score -2422821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2422825.250000 Penalty: 5021.637207
	Iteration 93Q: 3 clusters Score -2422825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2422829.750000 Penalty: 5021.637207
	Iteration 94Q: 3 clusters Score -2422830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2422835.250000 Penalty: 5021.637207
	Iteration 95Q: 3 clusters Score -2422835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2422835.500000 Penalty: 5021.637207
	Iteration 96Q: 3 clusters Score -2422836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2422840.500000 Penalty: 5021.637207
	Iteration 97Q: 3 clusters Score -2422840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2422842.250000 Penalty: 5021.637207
	Iteration 98Q: 3 clusters Score -2422842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2422840.250000 Penalty: 5021.637207
	Iteration 99Q: 3 clusters Score -2422840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2422842.750000 Penalty: 5021.637207
	Iteration 100F: 3 clusters Score -2422843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2422843.500000 Penalty: 5021.637207
	Iteration 101Q: 3 clusters Score -2422844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2422844.250000 Penalty: 5021.637207
	Iteration 102Q: 3 clusters Score -2422844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2422845.250000 Penalty: 5021.637207
	Iteration 103Q: 3 clusters Score -2422845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2422844.750000 Penalty: 5021.637207
	Iteration 104Q: 3 clusters Score -2422845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2422850.250000 Penalty: 5021.637207
	Iteration 105Q: 3 clusters Score -2422850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2422859.250000 Penalty: 5021.637207
	Iteration 106Q: 3 clusters Score -2422859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2422860.250000 Penalty: 5021.637207
	Iteration 107Q: 3 clusters Score -2422860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2422863.500000 Penalty: 5021.637207
	Iteration 108Q: 3 clusters Score -2422864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2422865.250000 Penalty: 5021.637207
	Iteration 109Q: 3 clusters Score -2422865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2422865.750000 Penalty: 5021.637207
	Iteration 110Q: 3 clusters Score -2422866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2422865.750000 Penalty: 5021.637207
	Iteration 111Q: 3 clusters Score -2422866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2422870.250000 Penalty: 5021.637207
	Iteration 112Q: 3 clusters Score -2422870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2422870.250000 Penalty: 5021.637207
	Iteration 113F: 3 clusters Score -2422870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -573151.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -573151.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -567787.625000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -567787.6 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -569264.437500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -569264.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -569666.937500 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -569666.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -570013.625000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -570013.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -570383.500000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -570383.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -570740.750000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -570740.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -571011.875000 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -571011.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -571221.937500 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -571221.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -571403.937500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -571403.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -571518.500000 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -571518.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -571620.000000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -571620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -571702.625000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -571702.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -571761.125000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -571761.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -571810.375000 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -571810.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -571848.687500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -571848.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -571875.562500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -571875.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -571895.437500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -571895.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -571914.125000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -571914.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -571921.125000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -571921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -571927.562500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -571927.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -571932.062500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -571932.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -571935.625000 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -571935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -571938.875000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -571938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -571942.812500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -571942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -571942.562500 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -571942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -571944.062500 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -571944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -571944.062500 Penalty: 4347.590332
	Iteration 26F: 3 clusters Score -571944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -317238.781250 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -317238.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -313599.062500 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -313599.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -314464.531250 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -314464.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -314692.125000 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -314692.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -314863.093750 Penalty: 4073.030273
	Iteration 3F: 3 clusters Score -314863.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -315038.593750 Penalty: 4073.030273
	Iteration 4F: 3 clusters Score -315038.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -315180.062500 Penalty: 4073.030273
	Iteration 5Q: 3 clusters Score -315180.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -315300.843750 Penalty: 4073.030273
	Iteration 6Q: 3 clusters Score -315300.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -315400.250000 Penalty: 4073.030273
	Iteration 7Q: 3 clusters Score -315400.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -315482.750000 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -315482.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -315549.343750 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -315549.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -315596.468750 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -315596.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -315632.531250 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -315632.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -315663.750000 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -315663.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -315687.250000 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -315687.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -315705.093750 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -315705.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -315721.437500 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -315721.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -315734.687500 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -315734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -315745.468750 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -315745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -315751.218750 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -315751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -315753.468750 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -315753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -315757.750000 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -315757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -315763.625000 Penalty: 4073.030273
	Iteration 21Q: 3 clusters Score -315763.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -315772.656250 Penalty: 4073.030273
	Iteration 22Q: 3 clusters Score -315772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -315775.875000 Penalty: 4073.030273
	Iteration 23Q: 3 clusters Score -315775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -315778.968750 Penalty: 4073.030273
	Iteration 24Q: 3 clusters Score -315779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -315785.031250 Penalty: 4073.030273
	Iteration 25Q: 3 clusters Score -315785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -315792.437500 Penalty: 4073.030273
	Iteration 26Q: 3 clusters Score -315792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -315795.875000 Penalty: 4073.030273
	Iteration 27Q: 3 clusters Score -315795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -315798.718750 Penalty: 4073.030273
	Iteration 28Q: 3 clusters Score -315798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -315802.187500 Penalty: 4073.030273
	Iteration 29Q: 3 clusters Score -315802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -315806.593750 Penalty: 4073.030273
	Iteration 30Q: 3 clusters Score -315806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -315808.406250 Penalty: 4073.030273
	Iteration 31Q: 3 clusters Score -315808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -315810.906250 Penalty: 4073.030273
	Iteration 32Q: 3 clusters Score -315810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -315811.375000 Penalty: 4073.030273
	Iteration 33Q: 3 clusters Score -315811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -315811.781250 Penalty: 4073.030273
	Iteration 34Q: 3 clusters Score -315811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -315811.781250 Penalty: 4073.030273
	Iteration 35F: 3 clusters Score -315811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Entering Unmasked Estep 
Score: -2982347.000000 Penalty: 2555.277588
	Iteration 0F: 2 clusters Score -2982347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2961972.250000 Penalty: 5110.555176
	Iteration 0F: 3 clusters Score -2961972 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2969442.500000 Penalty: 5110.555176
	Iteration 1F: 3 clusters Score -2969442 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2970281.500000 Penalty: 5110.555176
	Iteration 2F: 3 clusters Score -2970282 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2971210.750000 Penalty: 5110.555176
	Iteration 3F: 3 clusters Score -2971211 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2972412.250000 Penalty: 5110.555176
	Iteration 4F: 3 clusters Score -2972412 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2973859.750000 Penalty: 5110.555176
	Iteration 5F: 3 clusters Score -2973860 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2975407.500000 Penalty: 5110.555176
	Iteration 6F: 3 clusters Score -2975408 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2976625.750000 Penalty: 5110.555176
	Iteration 7F: 3 clusters Score -2976626 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2977528.250000 Penalty: 5110.555176
	Iteration 8Q: 3 clusters Score -2977528 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2978109.000000 Penalty: 5110.555176
	Iteration 9Q: 3 clusters Score -2978109 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2978445.750000 Penalty: 5110.555176
	Iteration 10Q: 3 clusters Score -2978446 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2978650.250000 Penalty: 5110.555176
	Iteration 11Q: 3 clusters Score -2978650 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2978724.500000 Penalty: 5110.555176
	Iteration 12Q: 3 clusters Score -2978724 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2978801.250000 Penalty: 5110.555176
	Iteration 13Q: 3 clusters Score -2978801 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2978838.500000 Penalty: 5110.555176
	Iteration 14Q: 3 clusters Score -2978838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2978867.750000 Penalty: 5110.555176
	Iteration 15Q: 3 clusters Score -2978868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2978882.500000 Penalty: 5110.555176
	Iteration 16Q: 3 clusters Score -2978882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2978904.000000 Penalty: 5110.555176
	Iteration 17Q: 3 clusters Score -2978904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2978906.250000 Penalty: 5110.555176
	Iteration 18Q: 3 clusters Score -2978906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2978930.000000 Penalty: 5110.555176
	Iteration 19Q: 3 clusters Score -2978930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2978932.000000 Penalty: 5110.555176
	Iteration 20F: 3 clusters Score -2978932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2978929.500000 Penalty: 5110.555176
	Iteration 21Q: 3 clusters Score -2978930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2978930.500000 Penalty: 5110.555176
	Iteration 22Q: 3 clusters Score -2978930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2978946.000000 Penalty: 5110.555176
	Iteration 23Q: 3 clusters Score -2978946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2978953.500000 Penalty: 5110.555176
	Iteration 24Q: 3 clusters Score -2978954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2978961.250000 Penalty: 5110.555176
	Iteration 25Q: 3 clusters Score -2978961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2978956.750000 Penalty: 5110.555176
	Iteration 26Q: 3 clusters Score -2978957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2978956.000000 Penalty: 5110.555176
	Iteration 27Q: 3 clusters Score -2978956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2978963.750000 Penalty: 5110.555176
	Iteration 28Q: 3 clusters Score -2978964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2978966.750000 Penalty: 5110.555176
	Iteration 29Q: 3 clusters Score -2978967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2978968.000000 Penalty: 5110.555176
	Iteration 30Q: 3 clusters Score -2978968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2978964.250000 Penalty: 5110.555176
	Iteration 31Q: 3 clusters Score -2978964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2978961.000000 Penalty: 5110.555176
	Iteration 32Q: 3 clusters Score -2978961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2978962.500000 Penalty: 5110.555176
	Iteration 33Q: 3 clusters Score -2978962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2978973.750000 Penalty: 5110.555176
	Iteration 34Q: 3 clusters Score -2978974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2978970.500000 Penalty: 5110.555176
	Iteration 35Q: 3 clusters Score -2978970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2978963.500000 Penalty: 5110.555176
	Iteration 36Q: 3 clusters Score -2978964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2978973.250000 Penalty: 5110.555176
	Iteration 37Q: 3 clusters Score -2978973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2978976.250000 Penalty: 5110.555176
	Iteration 38Q: 3 clusters Score -2978976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2978972.500000 Penalty: 5110.555176
	Iteration 39Q: 3 clusters Score -2978972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2978985.750000 Penalty: 5110.555176
	Iteration 40F: 3 clusters Score -2978986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2978985.250000 Penalty: 5110.555176
	Iteration 41Q: 3 clusters Score -2978985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2978979.000000 Penalty: 5110.555176
	Iteration 42Q: 3 clusters Score -2978979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2978978.250000 Penalty: 5110.555176
	Iteration 43Q: 3 clusters Score -2978978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2978972.500000 Penalty: 5110.555176
	Iteration 44Q: 3 clusters Score -2978972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2978974.000000 Penalty: 5110.555176
	Iteration 45Q: 3 clusters Score -2978974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2978979.750000 Penalty: 5110.555176
	Iteration 46Q: 3 clusters Score -2978980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2978974.500000 Penalty: 5110.555176
	Iteration 47Q: 3 clusters Score -2978974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2978981.000000 Penalty: 5110.555176
	Iteration 48Q: 3 clusters Score -2978981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2978979.000000 Penalty: 5110.555176
	Iteration 49Q: 3 clusters Score -2978979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2978976.250000 Penalty: 5110.555176
	Iteration 50Q: 3 clusters Score -2978976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2978973.750000 Penalty: 5110.555176
	Iteration 51Q: 3 clusters Score -2978974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2978978.000000 Penalty: 5110.555176
	Iteration 52Q: 3 clusters Score -2978978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2978979.000000 Penalty: 5110.555176
	Iteration 53Q: 3 clusters Score -2978979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2978978.500000 Penalty: 5110.555176
	Iteration 54Q: 3 clusters Score -2978978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2978980.500000 Penalty: 5110.555176
	Iteration 55Q: 3 clusters Score -2978980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2978975.500000 Penalty: 5110.555176
	Iteration 56Q: 3 clusters Score -2978976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2978977.750000 Penalty: 5110.555176
	Iteration 57Q: 3 clusters Score -2978978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2978979.250000 Penalty: 5110.555176
	Iteration 58Q: 3 clusters Score -2978979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2978978.250000 Penalty: 5110.555176
	Iteration 59Q: 3 clusters Score -2978978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2978976.500000 Penalty: 5110.555176
	Iteration 60F: 3 clusters Score -2978976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2978972.000000 Penalty: 5110.555176
	Iteration 61Q: 3 clusters Score -2978972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2978976.250000 Penalty: 5110.555176
	Iteration 62Q: 3 clusters Score -2978976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2978976.250000 Penalty: 5110.555176
	Iteration 63Q: 3 clusters Score -2978976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2978972.000000 Penalty: 5110.555176
	Iteration 64Q: 3 clusters Score -2978972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2978979.000000 Penalty: 5110.555176
	Iteration 65Q: 3 clusters Score -2978979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2978983.750000 Penalty: 5110.555176
	Iteration 66Q: 3 clusters Score -2978984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2978983.750000 Penalty: 5110.555176
	Iteration 67F: 3 clusters Score -2978984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Entering Unmasked Estep 
Score: -4020083.500000 Penalty: 2634.481934
	Iteration 0F: 2 clusters Score -4020084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3992487.250000 Penalty: 5268.963867
	Iteration 0F: 3 clusters Score -3992487 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4002857.750000 Penalty: 5268.963867
	Iteration 1F: 3 clusters Score -4002858 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4003598.000000 Penalty: 5268.963867
	Iteration 2Q: 3 clusters Score -4003598 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4004392.000000 Penalty: 5268.963867
	Iteration 3Q: 3 clusters Score -4004392 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4005420.000000 Penalty: 5268.963867
	Iteration 4Q: 3 clusters Score -4005420 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4006579.750000 Penalty: 5268.963867
	Iteration 5F: 3 clusters Score -4006580 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4007962.250000 Penalty: 5268.963867
	Iteration 6F: 3 clusters Score -4007962 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4009513.500000 Penalty: 5268.963867
	Iteration 7F: 3 clusters Score -4009514 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4011047.250000 Penalty: 5268.963867
	Iteration 8F: 3 clusters Score -4011047 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4012397.000000 Penalty: 5268.963867
	Iteration 9F: 3 clusters Score -4012397 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4013521.750000 Penalty: 5268.963867
	Iteration 10Q: 3 clusters Score -4013522 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4014302.750000 Penalty: 5268.963867
	Iteration 11Q: 3 clusters Score -4014303 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4014875.750000 Penalty: 5268.963867
	Iteration 12Q: 3 clusters Score -4014876 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4015308.000000 Penalty: 5268.963867
	Iteration 13Q: 3 clusters Score -4015308 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4015687.250000 Penalty: 5268.963867
	Iteration 14Q: 3 clusters Score -4015687 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4016014.250000 Penalty: 5268.963867
	Iteration 15Q: 3 clusters Score -4016014 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4016295.750000 Penalty: 5268.963867
	Iteration 16Q: 3 clusters Score -4016296 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4016562.250000 Penalty: 5268.963867
	Iteration 17Q: 3 clusters Score -4016562 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4016756.000000 Penalty: 5268.963867
	Iteration 18Q: 3 clusters Score -4016756 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4016879.750000 Penalty: 5268.963867
	Iteration 19Q: 3 clusters Score -4016880 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4017013.250000 Penalty: 5268.963867
	Iteration 20F: 3 clusters Score -4017013 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4017111.000000 Penalty: 5268.963867
	Iteration 21Q: 3 clusters Score -4017111 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4017193.000000 Penalty: 5268.963867
	Iteration 22Q: 3 clusters Score -4017193 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4017270.500000 Penalty: 5268.963867
	Iteration 23Q: 3 clusters Score -4017270 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4017310.750000 Penalty: 5268.963867
	Iteration 24Q: 3 clusters Score -4017311 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4017375.000000 Penalty: 5268.963867
	Iteration 25Q: 3 clusters Score -4017375 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -4017395.250000 Penalty: 5268.963867
	Iteration 26Q: 3 clusters Score -4017395 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4017413.000000 Penalty: 5268.963867
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32230 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4017446 nChanged 59
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4017454 nChanged 59
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	Iteration 35Q: 3 clusters Score -4017464 nChanged 51
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	Iteration 40F: 3 clusters Score -4017490 nChanged 41
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4017534 nChanged 18
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	Iteration 69Q: 3 clusters Score -4017554 nChanged 28
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	Iteration 77Q: 3 clusters Score -4017567 nChanged 25
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	Iteration 80F: 3 clusters Score -4017572 nChanged 7
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	Iteration 81Q: 3 clusters Score -4017571 nChanged 6
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	Iteration 83Q: 3 clusters Score -4017569 nChanged 7
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	Iteration 84Q: 3 clusters Score -4017572 nChanged 7
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	Iteration 85Q: 3 clusters Score -4017576 nChanged 9
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	Iteration 86Q: 3 clusters Score -4017577 nChanged 6
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	Iteration 88Q: 3 clusters Score -4017571 nChanged 11
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	Iteration 89Q: 3 clusters Score -4017578 nChanged 10
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	Iteration 91Q: 3 clusters Score -4017579 nChanged 7
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	Iteration 92Q: 3 clusters Score -4017579 nChanged 8
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	Iteration 93Q: 3 clusters Score -4017576 nChanged 4
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	Iteration 94Q: 3 clusters Score -4017573 nChanged 5
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	Iteration 100F: 3 clusters Score -4017576 nChanged 10
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	Iteration 101Q: 3 clusters Score -4017580 nChanged 6
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	Iteration 105Q: 3 clusters Score -4017588 nChanged 5
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	Iteration 106Q: 3 clusters Score -4017588 nChanged 7
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	Iteration 107Q: 3 clusters Score -4017584 nChanged 6
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	Iteration 108Q: 3 clusters Score -4017582 nChanged 7
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	Iteration 109Q: 3 clusters Score -4017584 nChanged 6
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	Iteration 111Q: 3 clusters Score -4017574 nChanged 12
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	Iteration 112Q: 3 clusters Score -4017571 nChanged 12
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	Iteration 113Q: 3 clusters Score -4017577 nChanged 9
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	Iteration 114Q: 3 clusters Score -4017575 nChanged 4
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	Iteration 116Q: 3 clusters Score -4017577 nChanged 9
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	Iteration 117Q: 3 clusters Score -4017579 nChanged 4
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	Iteration 119Q: 3 clusters Score -4017576 nChanged 6
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Entering Unmasked Estep 
Score: -4017582.500000 Penalty: 5268.963867
	Iteration 120F: 3 clusters Score -4017582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -4017577.500000 Penalty: 5268.963867
	Iteration 121Q: 3 clusters Score -4017578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -4017580.250000 Penalty: 5268.963867
	Iteration 122Q: 3 clusters Score -4017580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4017580.000000 Penalty: 5268.963867
	Iteration 123Q: 3 clusters Score -4017580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4017581.500000 Penalty: 5268.963867
	Iteration 124Q: 3 clusters Score -4017582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4017581.500000 Penalty: 5268.963867
	Iteration 125F: 3 clusters Score -4017582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -287423.312500 Penalty: 1979.130737
	Iteration 0F: 2 clusters Score -287423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -284257.875000 Penalty: 3958.261475
	Iteration 0F: 3 clusters Score -284257.9 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -285002.125000 Penalty: 3958.261475
	Iteration 1F: 3 clusters Score -285002.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -285267.968750 Penalty: 3958.261475
	Iteration 2F: 3 clusters Score -285268 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -285527.656250 Penalty: 3958.261475
	Iteration 3F: 3 clusters Score -285527.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -285814.656250 Penalty: 3958.261475
	Iteration 4F: 3 clusters Score -285814.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -286124.406250 Penalty: 3958.261475
	Iteration 5F: 3 clusters Score -286124.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -286341.531250 Penalty: 3958.261475
	Iteration 6F: 3 clusters Score -286341.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -286500.687500 Penalty: 3958.261475
	Iteration 7Q: 3 clusters Score -286500.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -286586.593750 Penalty: 3958.261475
	Iteration 8Q: 3 clusters Score -286586.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -286627.000000 Penalty: 3958.261475
	Iteration 9Q: 3 clusters Score -286627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -286646.031250 Penalty: 3958.261475
	Iteration 10Q: 3 clusters Score -286646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -286657.718750 Penalty: 3958.261475
	Iteration 11Q: 3 clusters Score -286657.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -286672.187500 Penalty: 3958.261475
	Iteration 12Q: 3 clusters Score -286672.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -286680.562500 Penalty: 3958.261475
	Iteration 13Q: 3 clusters Score -286680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -286691.031250 Penalty: 3958.261475
	Iteration 14Q: 3 clusters Score -286691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -286698.468750 Penalty: 3958.261475
	Iteration 15Q: 3 clusters Score -286698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -286702.343750 Penalty: 3958.261475
	Iteration 16Q: 3 clusters Score -286702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -286707.281250 Penalty: 3958.261475
	Iteration 17Q: 3 clusters Score -286707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -286710.468750 Penalty: 3958.261475
	Iteration 18Q: 3 clusters Score -286710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -286711.875000 Penalty: 3958.261475
	Iteration 19Q: 3 clusters Score -286711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -286714.625000 Penalty: 3958.261475
	Iteration 20F: 3 clusters Score -286714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -286714.781250 Penalty: 3958.261475
	Iteration 21Q: 3 clusters Score -286714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -286715.000000 Penalty: 3958.261475
	Iteration 22Q: 3 clusters Score -286715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -286715.000000 Penalty: 3958.261475
	Iteration 23F: 3 clusters Score -286715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -513739.593750 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -513739.6 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 2794 members 
Entering Unmasked Estep 
Score: -508881.718750 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -508881.7 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -510532.812500 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -510532.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -511317.937500 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -511317.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -511960.062500 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -511960.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -512355.500000 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -512355.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -512589.093750 Penalty: 4283.300781
	Iteration 5F: 3 clusters Score -512589.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -512729.750000 Penalty: 4283.300781
	Iteration 6Q: 3 clusters Score -512729.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -512816.562500 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -512816.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -512888.812500 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -512888.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -512921.468750 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -512921.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -512941.593750 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -512941.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -512964.281250 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -512964.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -512984.375000 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -512984.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -512989.718750 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -512989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -512997.750000 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -512997.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -513005.656250 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -513005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -513012.312500 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -513012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -513018.625000 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -513018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -513021.968750 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -513022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -513024.281250 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -513024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -513027.625000 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -513027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -513029.031250 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -513029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -513029.125000 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -513029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -513029.781250 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -513029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -513030.000000 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -513030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -513031.937500 Penalty: 4283.300781
	Iteration 25Q: 3 clusters Score -513031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -513031.937500 Penalty: 4283.300781
	Iteration 26F: 3 clusters Score -513031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -520743.156250 Penalty: 2149.200195
	Iteration 0F: 2 clusters Score -520743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -515712.000000 Penalty: 4298.400391
	Iteration 0F: 3 clusters Score -515712 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -517273.031250 Penalty: 4298.400391
	Iteration 1F: 3 clusters Score -517273 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -517901.625000 Penalty: 4298.400391
	Iteration 2F: 3 clusters Score -517901.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -518495.531250 Penalty: 4298.400391
	Iteration 3F: 3 clusters Score -518495.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -518938.718750 Penalty: 4298.400391
	Iteration 4F: 3 clusters Score -518938.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -519261.156250 Penalty: 4298.400391
	Iteration 5F: 3 clusters Score -519261.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -519508.750000 Penalty: 4298.400391
	Iteration 6Q: 3 clusters Score -519508.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -519705.000000 Penalty: 4298.400391
	Iteration 7Q: 3 clusters Score -519705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -519832.000000 Penalty: 4298.400391
	Iteration 8Q: 3 clusters Score -519832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -519920.781250 Penalty: 4298.400391
	Iteration 9Q: 3 clusters Score -519920.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -520030.000000 Penalty: 4298.400391
	Iteration 10Q: 3 clusters Score -520030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -520169.187500 Penalty: 4298.400391
	Iteration 11Q: 3 clusters Score -520169.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -520310.375000 Penalty: 4298.400391
	Iteration 12Q: 3 clusters Score -520310.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -520406.937500 Penalty: 4298.400391
	Iteration 13Q: 3 clusters Score -520406.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -520465.031250 Penalty: 4298.400391
	Iteration 14Q: 3 clusters Score -520465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -520515.218750 Penalty: 4298.400391
	Iteration 15Q: 3 clusters Score -520515.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -520561.468750 Penalty: 4298.400391
	Iteration 16Q: 3 clusters Score -520561.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -520594.156250 Penalty: 4298.400391
	Iteration 17Q: 3 clusters Score -520594.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -520630.750000 Penalty: 4298.400391
	Iteration 18Q: 3 clusters Score -520630.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -520660.906250 Penalty: 4298.400391
	Iteration 19Q: 3 clusters Score -520660.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -520689.875000 Penalty: 4298.400391
	Iteration 20F: 3 clusters Score -520689.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -520711.437500 Penalty: 4298.400391
	Iteration 21Q: 3 clusters Score -520711.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -520732.906250 Penalty: 4298.400391
	Iteration 22Q: 3 clusters Score -520732.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -520754.062500 Penalty: 4298.400391
	Iteration 23Q: 3 clusters Score -520754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -520777.000000 Penalty: 4298.400391
	Iteration 24Q: 3 clusters Score -520777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -520798.437500 Penalty: 4298.400391
	Iteration 25Q: 3 clusters Score -520798.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -520816.937500 Penalty: 4298.400391
	Iteration 26Q: 3 clusters Score -520816.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -520848.562500 Penalty: 4298.400391
	Iteration 27Q: 3 clusters Score -520848.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -520864.718750 Penalty: 4298.400391
	Iteration 28Q: 3 clusters Score -520864.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -520869.625000 Penalty: 4298.400391
	Iteration 29Q: 3 clusters Score -520869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -520873.562500 Penalty: 4298.400391
	Iteration 30Q: 3 clusters Score -520873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -520875.718750 Penalty: 4298.400391
	Iteration 31Q: 3 clusters Score -520875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -520878.250000 Penalty: 4298.400391
	Iteration 32Q: 3 clusters Score -520878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -520884.687500 Penalty: 4298.400391
	Iteration 33Q: 3 clusters Score -520884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -520889.906250 Penalty: 4298.400391
	Iteration 34Q: 3 clusters Score -520889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -520897.593750 Penalty: 4298.400391
	Iteration 35Q: 3 clusters Score -520897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -520906.000000 Penalty: 4298.400391
	Iteration 36Q: 3 clusters Score -520906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -520913.281250 Penalty: 4298.400391
	Iteration 37Q: 3 clusters Score -520913.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -520928.250000 Penalty: 4298.400391
	Iteration 38Q: 3 clusters Score -520928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -520940.125000 Penalty: 4298.400391
	Iteration 39Q: 3 clusters Score -520940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -520952.031250 Penalty: 4298.400391
	Iteration 40F: 3 clusters Score -520952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -520967.843750 Penalty: 4298.400391
	Iteration 41Q: 3 clusters Score -520967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -520975.843750 Penalty: 4298.400391
	Iteration 42Q: 3 clusters Score -520975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -520982.656250 Penalty: 4298.400391
	Iteration 43Q: 3 clusters Score -520982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -520999.156250 Penalty: 4298.400391
	Iteration 44Q: 3 clusters Score -520999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -521018.812500 Penalty: 4298.400391
	Iteration 45Q: 3 clusters Score -521018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -521034.968750 Penalty: 4298.400391
	Iteration 46Q: 3 clusters Score -521035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -521049.312500 Penalty: 4298.400391
	Iteration 47Q: 3 clusters Score -521049.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -521069.593750 Penalty: 4298.400391
	Iteration 48Q: 3 clusters Score -521069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -521086.843750 Penalty: 4298.400391
	Iteration 49Q: 3 clusters Score -521086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -521096.781250 Penalty: 4298.400391
	Iteration 50Q: 3 clusters Score -521096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -521106.312500 Penalty: 4298.400391
	Iteration 51Q: 3 clusters Score -521106.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -521108.468750 Penalty: 4298.400391
	Iteration 52Q: 3 clusters Score -521108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -521110.500000 Penalty: 4298.400391
	Iteration 53Q: 3 clusters Score -521110.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -521113.125000 Penalty: 4298.400391
	Iteration 54Q: 3 clusters Score -521113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -521113.093750 Penalty: 4298.400391
	Iteration 55Q: 3 clusters Score -521113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -521113.093750 Penalty: 4298.400391
	Iteration 56F: 3 clusters Score -521113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Mstep: Class 44 contains 784 members 
Entering Unmasked Estep 
Score: -58961360.000000 Penalty: 145648.796875
Splitting cluster 10 changes total score from -58962172.000000 to -58961360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -654579.687500 Penalty: 2185.511230
	Iteration 0F: 2 clusters Score -654579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -649053.062500 Penalty: 4371.022461
	Iteration 0F: 3 clusters Score -649053.1 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -650590.875000 Penalty: 4371.022461
	Iteration 1F: 3 clusters Score -650590.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -650830.937500 Penalty: 4371.022461
	Iteration 2F: 3 clusters Score -650830.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -650964.562500 Penalty: 4371.022461
	Iteration 3Q: 3 clusters Score -650964.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -651058.625000 Penalty: 4371.022461
	Iteration 4Q: 3 clusters Score -651058.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -651152.500000 Penalty: 4371.022461
	Iteration 5Q: 3 clusters Score -651152.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -651241.562500 Penalty: 4371.022461
	Iteration 6Q: 3 clusters Score -651241.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -651315.875000 Penalty: 4371.022461
	Iteration 7Q: 3 clusters Score -651315.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -651394.625000 Penalty: 4371.022461
	Iteration 8Q: 3 clusters Score -651394.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -651488.875000 Penalty: 4371.022461
	Iteration 9Q: 3 clusters Score -651488.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -651596.437500 Penalty: 4371.022461
	Iteration 10Q: 3 clusters Score -651596.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -651744.812500 Penalty: 4371.022461
	Iteration 11Q: 3 clusters Score -651744.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -651891.750000 Penalty: 4371.022461
	Iteration 12Q: 3 clusters Score -651891.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -652056.375000 Penalty: 4371.022461
	Iteration 13Q: 3 clusters Score -652056.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -652203.125000 Penalty: 4371.022461
	Iteration 14Q: 3 clusters Score -652203.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -652326.000000 Penalty: 4371.022461
	Iteration 15Q: 3 clusters Score -652326 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -652422.250000 Penalty: 4371.022461
	Iteration 16Q: 3 clusters Score -652422.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -652508.937500 Penalty: 4371.022461
	Iteration 17Q: 3 clusters Score -652508.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -652572.062500 Penalty: 4371.022461
	Iteration 18Q: 3 clusters Score -652572.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -652614.187500 Penalty: 4371.022461
	Iteration 19Q: 3 clusters Score -652614.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -652645.312500 Penalty: 4371.022461
	Iteration 20F: 3 clusters Score -652645.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -652661.937500 Penalty: 4371.022461
	Iteration 21Q: 3 clusters Score -652661.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -652671.250000 Penalty: 4371.022461
	Iteration 22Q: 3 clusters Score -652671.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -652680.687500 Penalty: 4371.022461
	Iteration 23Q: 3 clusters Score -652680.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -652686.312500 Penalty: 4371.022461
	Iteration 24Q: 3 clusters Score -652686.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -652690.187500 Penalty: 4371.022461
	Iteration 25Q: 3 clusters Score -652690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -652693.937500 Penalty: 4371.022461
	Iteration 26Q: 3 clusters Score -652693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -652696.125000 Penalty: 4371.022461
	Iteration 27Q: 3 clusters Score -652696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -652698.125000 Penalty: 4371.022461
	Iteration 28Q: 3 clusters Score -652698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -652700.062500 Penalty: 4371.022461
	Iteration 29Q: 3 clusters Score -652700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -652702.562500 Penalty: 4371.022461
	Iteration 30Q: 3 clusters Score -652702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -652704.375000 Penalty: 4371.022461
	Iteration 31Q: 3 clusters Score -652704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -652703.250000 Penalty: 4371.022461
	Iteration 32Q: 3 clusters Score -652703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -652705.375000 Penalty: 4371.022461
	Iteration 33Q: 3 clusters Score -652705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -652706.187500 Penalty: 4371.022461
	Iteration 34Q: 3 clusters Score -652706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -652708.937500 Penalty: 4371.022461
	Iteration 35Q: 3 clusters Score -652708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -652708.687500 Penalty: 4371.022461
	Iteration 36Q: 3 clusters Score -652708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -652708.875000 Penalty: 4371.022461
	Iteration 37Q: 3 clusters Score -652708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -652708.875000 Penalty: 4371.022461
	Iteration 38F: 3 clusters Score -652708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Entering Unmasked Estep 
Score: -6192946.500000 Penalty: 2735.103760
	Iteration 0F: 2 clusters Score -6192946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -6151622.500000 Penalty: 5470.207520
	Iteration 0F: 3 clusters Score -6151622 nChanged 28655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -6168281.000000 Penalty: 5470.207520
	Iteration 1F: 3 clusters Score -6168281 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -6170080.000000 Penalty: 5470.207520
	Iteration 2F: 3 clusters Score -6170080 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -6173148.000000 Penalty: 5470.207520
	Iteration 3F: 3 clusters Score -6173148 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -6176841.000000 Penalty: 5470.207520
	Iteration 4F: 3 clusters Score -6176841 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -6180184.500000 Penalty: 5470.207520
	Iteration 5F: 3 clusters Score -6180184 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6182535.000000 Penalty: 5470.207520
	Iteration 6F: 3 clusters Score -6182535 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -6183878.000000 Penalty: 5470.207520
	Iteration 7Q: 3 clusters Score -6183878 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -6184675.500000 Penalty: 5470.207520
	Iteration 8Q: 3 clusters Score -6184676 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -6185203.500000 Penalty: 5470.207520
	Iteration 9Q: 3 clusters Score -6185204 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6185691.500000 Penalty: 5470.207520
	Iteration 10Q: 3 clusters Score -6185692 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -6186130.000000 Penalty: 5470.207520
	Iteration 11Q: 3 clusters Score -6186130 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6186485.500000 Penalty: 5470.207520
	Iteration 12Q: 3 clusters Score -6186486 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -6186885.500000 Penalty: 5470.207520
	Iteration 13Q: 3 clusters Score -6186886 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -6187150.500000 Penalty: 5470.207520
	Iteration 14Q: 3 clusters Score -6187150 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -6187371.500000 Penalty: 5470.207520
	Iteration 15Q: 3 clusters Score -6187372 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -6187539.000000 Penalty: 5470.207520
	Iteration 16Q: 3 clusters Score -6187539 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6187692.000000 Penalty: 5470.207520
	Iteration 17Q: 3 clusters Score -6187692 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6189062 nChanged 359
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Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6189135 nChanged 356
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Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6189225 nChanged 391
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Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6189316 nChanged 403
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Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6189458 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6189562 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6189660 nChanged 302
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Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6189704 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6189752 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6189878 nChanged 218
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Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6189946 nChanged 202
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Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6189954 nChanged 191
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Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6189998 nChanged 192
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Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6190044 nChanged 178
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Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6190072 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6190102 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6190150 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6190195 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6190234 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6190266 nChanged 160
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Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6190388 nChanged 106
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Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6190416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6190441 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6190452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6190488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6190476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6190476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6190484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6190502 nChanged 49
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Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6190504 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6190515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6190546 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6190549 nChanged 59
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Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6190548 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59085 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6190572 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6190593 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6190594 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6190616 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6190630 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6190651.500000 Penalty: 5470.207520
	Iteration 75Q: 3 clusters Score -6190652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6190653 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6190666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6190668 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6190674 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6190682 nChanged 22
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Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6190682 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6190676 nChanged 16
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Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6190687 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6190693 nChanged 11
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Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6190697 nChanged 9
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Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6190690 nChanged 6
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Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6190691 nChanged 10
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Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 2063 members 
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	Iteration 88Q: 3 clusters Score -6190688 nChanged 9
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Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6190694 nChanged 10
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Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6190701 nChanged 15
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Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 2029 members 
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	Iteration 91Q: 3 clusters Score -6190700 nChanged 18
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Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 2013 members 
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	Iteration 92Q: 3 clusters Score -6190702 nChanged 20
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Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6190709 nChanged 18
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Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6190716 nChanged 18
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Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6190732 nChanged 13
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Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6190724 nChanged 13
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Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6190727 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6190728 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6190716 nChanged 4
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Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6190716 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6190713.000000 Penalty: 5470.207520
	Iteration 101Q: 3 clusters Score -6190713 nChanged 3
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Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6190715 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6190722 nChanged 2
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Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6190726.500000 Penalty: 5470.207520
	Iteration 104Q: 3 clusters Score -6190726 nChanged 6
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Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6190715 nChanged 6
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Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6190720 nChanged 5
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Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6190728 nChanged 0
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Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -6190728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1408212.500000 Penalty: 2384.852051
	Iteration 0F: 2 clusters Score -1408212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1397398.375000 Penalty: 4769.704102
	Iteration 0F: 3 clusters Score -1397398 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1401022.875000 Penalty: 4769.704102
	Iteration 1F: 3 clusters Score -1401023 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1401581.500000 Penalty: 4769.704102
	Iteration 2F: 3 clusters Score -1401582 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1402196.125000 Penalty: 4769.704102
	Iteration 3F: 3 clusters Score -1402196 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1402861.000000 Penalty: 4769.704102
	Iteration 4F: 3 clusters Score -1402861 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1403570.000000 Penalty: 4769.704102
	Iteration 5F: 3 clusters Score -1403570 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1404198.750000 Penalty: 4769.704102
	Iteration 6F: 3 clusters Score -1404199 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1404711.875000 Penalty: 4769.704102
	Iteration 7F: 3 clusters Score -1404712 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1405114.500000 Penalty: 4769.704102
	Iteration 8Q: 3 clusters Score -1405114 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1405453.750000 Penalty: 4769.704102
	Iteration 9Q: 3 clusters Score -1405454 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1405711.000000 Penalty: 4769.704102
	Iteration 10Q: 3 clusters Score -1405711 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1405910.750000 Penalty: 4769.704102
	Iteration 11Q: 3 clusters Score -1405911 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1406072.750000 Penalty: 4769.704102
	Iteration 12Q: 3 clusters Score -1406073 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1406184.500000 Penalty: 4769.704102
	Iteration 13Q: 3 clusters Score -1406184 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1406277.875000 Penalty: 4769.704102
	Iteration 14Q: 3 clusters Score -1406278 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1406347.500000 Penalty: 4769.704102
	Iteration 15Q: 3 clusters Score -1406348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1406413.375000 Penalty: 4769.704102
	Iteration 16Q: 3 clusters Score -1406413 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1406464.625000 Penalty: 4769.704102
	Iteration 17Q: 3 clusters Score -1406465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1406500.375000 Penalty: 4769.704102
	Iteration 18Q: 3 clusters Score -1406500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1406542.375000 Penalty: 4769.704102
	Iteration 19Q: 3 clusters Score -1406542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1406570.875000 Penalty: 4769.704102
	Iteration 20F: 3 clusters Score -1406571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1406601.875000 Penalty: 4769.704102
	Iteration 21Q: 3 clusters Score -1406602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1406626.375000 Penalty: 4769.704102
	Iteration 22Q: 3 clusters Score -1406626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1406647.000000 Penalty: 4769.704102
	Iteration 23Q: 3 clusters Score -1406647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1406676.250000 Penalty: 4769.704102
	Iteration 24Q: 3 clusters Score -1406676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1406698.875000 Penalty: 4769.704102
	Iteration 25Q: 3 clusters Score -1406699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1406719.500000 Penalty: 4769.704102
	Iteration 26Q: 3 clusters Score -1406720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1406732.750000 Penalty: 4769.704102
	Iteration 27Q: 3 clusters Score -1406733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1406748.250000 Penalty: 4769.704102
	Iteration 28Q: 3 clusters Score -1406748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1406770.125000 Penalty: 4769.704102
	Iteration 29Q: 3 clusters Score -1406770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1406787.625000 Penalty: 4769.704102
	Iteration 30Q: 3 clusters Score -1406788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1406809.250000 Penalty: 4769.704102
	Iteration 31Q: 3 clusters Score -1406809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1406825.750000 Penalty: 4769.704102
	Iteration 32Q: 3 clusters Score -1406826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1406836.750000 Penalty: 4769.704102
	Iteration 33Q: 3 clusters Score -1406837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1406846.125000 Penalty: 4769.704102
	Iteration 34Q: 3 clusters Score -1406846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1406857.875000 Penalty: 4769.704102
	Iteration 35Q: 3 clusters Score -1406858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1406865.500000 Penalty: 4769.704102
	Iteration 36Q: 3 clusters Score -1406866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1406869.500000 Penalty: 4769.704102
	Iteration 37Q: 3 clusters Score -1406870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1406873.250000 Penalty: 4769.704102
	Iteration 38Q: 3 clusters Score -1406873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1406878.625000 Penalty: 4769.704102
	Iteration 39Q: 3 clusters Score -1406879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1406884.250000 Penalty: 4769.704102
	Iteration 40F: 3 clusters Score -1406884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1406889.875000 Penalty: 4769.704102
	Iteration 41Q: 3 clusters Score -1406890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1406897.750000 Penalty: 4769.704102
	Iteration 42Q: 3 clusters Score -1406898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1406905.875000 Penalty: 4769.704102
	Iteration 43Q: 3 clusters Score -1406906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1406909.000000 Penalty: 4769.704102
	Iteration 44Q: 3 clusters Score -1406909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1406921.000000 Penalty: 4769.704102
	Iteration 45Q: 3 clusters Score -1406921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1406926.500000 Penalty: 4769.704102
	Iteration 46Q: 3 clusters Score -1406926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1406933.875000 Penalty: 4769.704102
	Iteration 47Q: 3 clusters Score -1406934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1406939.500000 Penalty: 4769.704102
	Iteration 48Q: 3 clusters Score -1406940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1406941.250000 Penalty: 4769.704102
	Iteration 49Q: 3 clusters Score -1406941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1406942.125000 Penalty: 4769.704102
	Iteration 50Q: 3 clusters Score -1406942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1406940.625000 Penalty: 4769.704102
	Iteration 51Q: 3 clusters Score -1406941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1406945.500000 Penalty: 4769.704102
	Iteration 52Q: 3 clusters Score -1406946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1406945.625000 Penalty: 4769.704102
	Iteration 53Q: 3 clusters Score -1406946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1406947.000000 Penalty: 4769.704102
	Iteration 54Q: 3 clusters Score -1406947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1406948.375000 Penalty: 4769.704102
	Iteration 55Q: 3 clusters Score -1406948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1406947.625000 Penalty: 4769.704102
	Iteration 56Q: 3 clusters Score -1406948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1406949.500000 Penalty: 4769.704102
	Iteration 57Q: 3 clusters Score -1406950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1406949.375000 Penalty: 4769.704102
	Iteration 58Q: 3 clusters Score -1406949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1406949.375000 Penalty: 4769.704102
	Iteration 59F: 3 clusters Score -1406949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Entering Unmasked Estep 
Score: -1829219.000000 Penalty: 2438.506836
	Iteration 0F: 2 clusters Score -1829219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1816050.625000 Penalty: 4877.013672
	Iteration 0F: 3 clusters Score -1816051 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1820548.125000 Penalty: 4877.013672
	Iteration 1F: 3 clusters Score -1820548 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1821068.250000 Penalty: 4877.013672
	Iteration 2F: 3 clusters Score -1821068 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1821606.250000 Penalty: 4877.013672
	Iteration 3F: 3 clusters Score -1821606 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1822202.250000 Penalty: 4877.013672
	Iteration 4F: 3 clusters Score -1822202 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1822865.625000 Penalty: 4877.013672
	Iteration 5F: 3 clusters Score -1822866 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1823634.375000 Penalty: 4877.013672
	Iteration 6F: 3 clusters Score -1823634 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1824305.750000 Penalty: 4877.013672
	Iteration 7F: 3 clusters Score -1824306 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1824821.625000 Penalty: 4877.013672
	Iteration 8Q: 3 clusters Score -1824822 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1825192.625000 Penalty: 4877.013672
	Iteration 9Q: 3 clusters Score -1825193 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1825422.750000 Penalty: 4877.013672
	Iteration 10Q: 3 clusters Score -1825423 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1825579.250000 Penalty: 4877.013672
	Iteration 11Q: 3 clusters Score -1825579 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1825694.375000 Penalty: 4877.013672
	Iteration 12Q: 3 clusters Score -1825694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1825772.500000 Penalty: 4877.013672
	Iteration 13Q: 3 clusters Score -1825772 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1825840.875000 Penalty: 4877.013672
	Iteration 14Q: 3 clusters Score -1825841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1825887.875000 Penalty: 4877.013672
	Iteration 15Q: 3 clusters Score -1825888 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1825924.625000 Penalty: 4877.013672
	Iteration 16Q: 3 clusters Score -1825925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1825955.125000 Penalty: 4877.013672
	Iteration 17Q: 3 clusters Score -1825955 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1825980.250000 Penalty: 4877.013672
	Iteration 18Q: 3 clusters Score -1825980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1825996.750000 Penalty: 4877.013672
	Iteration 19Q: 3 clusters Score -1825997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1826016.500000 Penalty: 4877.013672
	Iteration 20F: 3 clusters Score -1826016 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1826031.375000 Penalty: 4877.013672
	Iteration 21Q: 3 clusters Score -1826031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1826050.875000 Penalty: 4877.013672
	Iteration 22Q: 3 clusters Score -1826051 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1826066.750000 Penalty: 4877.013672
	Iteration 23Q: 3 clusters Score -1826067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1826075.125000 Penalty: 4877.013672
	Iteration 24Q: 3 clusters Score -1826075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1826077.125000 Penalty: 4877.013672
	Iteration 25Q: 3 clusters Score -1826077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1826082.125000 Penalty: 4877.013672
	Iteration 26Q: 3 clusters Score -1826082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1826097.750000 Penalty: 4877.013672
	Iteration 27Q: 3 clusters Score -1826098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1826100.375000 Penalty: 4877.013672
	Iteration 28Q: 3 clusters Score -1826100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1826109.000000 Penalty: 4877.013672
	Iteration 29Q: 3 clusters Score -1826109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1826114.375000 Penalty: 4877.013672
	Iteration 30Q: 3 clusters Score -1826114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1826114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1826124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1826132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1826141.750000 Penalty: 4877.013672
	Iteration 34Q: 3 clusters Score -1826142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1826146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1826150 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1826152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1826162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1826162 nChanged 30
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Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1826166 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1826167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1826167 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1826179 nChanged 41
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Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1826190 nChanged 54
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Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1826197 nChanged 53
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Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1826202 nChanged 62
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1826205 nChanged 55
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Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1826226 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1826243 nChanged 66
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Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1826246 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1826260 nChanged 77
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Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1826282 nChanged 97
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Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1826302 nChanged 91
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1826331 nChanged 87
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Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1826348 nChanged 92
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Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1826368 nChanged 100
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Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1826387 nChanged 93
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Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1826399 nChanged 86
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Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1826422 nChanged 71
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Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1826432 nChanged 77
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Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1826450 nChanged 76
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Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1826467 nChanged 97
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Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1826486 nChanged 72
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Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1826501 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1826519 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1826527 nChanged 58
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Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1826535 nChanged 55
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1826542 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1826561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1826572 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1826577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1826580 nChanged 63
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Mstep: Class 1 contains 12633 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1826595 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1826606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1826618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1826630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1826635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1826650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1826658 nChanged 61
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Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1826671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1826682 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1826692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1826699 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13222 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1826720 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13271 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1826723 nChanged 37
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Mstep: Class 1 contains 13306 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1826732 nChanged 25
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Mstep: Class 1 contains 13331 members 
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	Iteration 87Q: 3 clusters Score -1826731 nChanged 29
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Mstep: Class 1 contains 13360 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1826737 nChanged 28
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Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1826744 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1826750 nChanged 36
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Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1826750 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1826759 nChanged 35
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Mstep: Class 1 contains 13522 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1826764 nChanged 37
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Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1826773 nChanged 39
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Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1826783 nChanged 37
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Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1826782 nChanged 32
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Mstep: Class 1 contains 13667 members 
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	Iteration 97Q: 3 clusters Score -1826788 nChanged 21
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Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1826791 nChanged 25
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Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1826792 nChanged 26
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Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1826798 nChanged 15
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Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4881 members 
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	Iteration 101Q: 3 clusters Score -1826799 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1826802 nChanged 6
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Mstep: Class 1 contains 13766 members 
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	Iteration 103Q: 3 clusters Score -1826801 nChanged 4
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Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1826795 nChanged 5
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Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4858 members 
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	Iteration 105Q: 3 clusters Score -1826798 nChanged 6
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Mstep: Class 1 contains 13781 members 
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	Iteration 106Q: 3 clusters Score -1826796 nChanged 7
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Mstep: Class 1 contains 13786 members 
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	Iteration 107Q: 3 clusters Score -1826794 nChanged 6
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	Iteration 108Q: 3 clusters Score -1826799 nChanged 5
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Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4836 members 
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	Iteration 109Q: 3 clusters Score -1826801 nChanged 9
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Mstep: Class 1 contains 13806 members 
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	Iteration 110Q: 3 clusters Score -1826802 nChanged 5
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Mstep: Class 1 contains 13811 members 
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	Iteration 111Q: 3 clusters Score -1826803 nChanged 6
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	Iteration 112Q: 3 clusters Score -1826798 nChanged 5
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	Iteration 113Q: 3 clusters Score -1826800 nChanged 1
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	Iteration 114Q: 3 clusters Score -1826802 nChanged 1
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	Iteration 115Q: 3 clusters Score -1826800 nChanged 1
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	Iteration 116Q: 3 clusters Score -1826801 nChanged 1
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	Iteration 117Q: 3 clusters Score -1826799 nChanged 3
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	Iteration 118Q: 3 clusters Score -1826799 nChanged 6
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1826800 nChanged 2
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	Iteration 120F: 3 clusters Score -1826802 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13840 members 
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	Iteration 121Q: 3 clusters Score -1826799 nChanged 1
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	Iteration 122Q: 3 clusters Score -1826800 nChanged 1
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	Iteration 123Q: 3 clusters Score -1826799 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1826798.750000 Penalty: 4877.013672
	Iteration 124Q: 3 clusters Score -1826799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1826801.000000 Penalty: 4877.013672
	Iteration 125Q: 3 clusters Score -1826801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1826800.750000 Penalty: 4877.013672
	Iteration 126Q: 3 clusters Score -1826801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1826801.875000 Penalty: 4877.013672
	Iteration 127Q: 3 clusters Score -1826802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1826801.875000 Penalty: 4877.013672
	Iteration 128F: 3 clusters Score -1826802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Entering Unmasked Estep 
Score: -1168570.125000 Penalty: 2337.751953
	Iteration 0F: 2 clusters Score -1168570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1159395.625000 Penalty: 4675.503906
	Iteration 0F: 3 clusters Score -1159396 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1162335.750000 Penalty: 4675.503906
	Iteration 1F: 3 clusters Score -1162336 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1162897.750000 Penalty: 4675.503906
	Iteration 2F: 3 clusters Score -1162898 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1163452.000000 Penalty: 4675.503906
	Iteration 3F: 3 clusters Score -1163452 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1164021.750000 Penalty: 4675.503906
	Iteration 4F: 3 clusters Score -1164022 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1164637.375000 Penalty: 4675.503906
	Iteration 5F: 3 clusters Score -1164637 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1165264.750000 Penalty: 4675.503906
	Iteration 6F: 3 clusters Score -1165265 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1165835.500000 Penalty: 4675.503906
	Iteration 7F: 3 clusters Score -1165836 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1166268.375000 Penalty: 4675.503906
	Iteration 8F: 3 clusters Score -1166268 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1166602.250000 Penalty: 4675.503906
	Iteration 9Q: 3 clusters Score -1166602 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1166836.625000 Penalty: 4675.503906
	Iteration 10Q: 3 clusters Score -1166837 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1166979.000000 Penalty: 4675.503906
	Iteration 11Q: 3 clusters Score -1166979 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1167062.625000 Penalty: 4675.503906
	Iteration 12Q: 3 clusters Score -1167063 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1167113.125000 Penalty: 4675.503906
	Iteration 13Q: 3 clusters Score -1167113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1167156.000000 Penalty: 4675.503906
	Iteration 14Q: 3 clusters Score -1167156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1167185.250000 Penalty: 4675.503906
	Iteration 15Q: 3 clusters Score -1167185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1167213.625000 Penalty: 4675.503906
	Iteration 16Q: 3 clusters Score -1167214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1167229.375000 Penalty: 4675.503906
	Iteration 17Q: 3 clusters Score -1167229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1167246.250000 Penalty: 4675.503906
	Iteration 18Q: 3 clusters Score -1167246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1167250.125000 Penalty: 4675.503906
	Iteration 19Q: 3 clusters Score -1167250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1167255.125000 Penalty: 4675.503906
	Iteration 20F: 3 clusters Score -1167255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1167258.250000 Penalty: 4675.503906
	Iteration 21Q: 3 clusters Score -1167258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1167259.750000 Penalty: 4675.503906
	Iteration 22Q: 3 clusters Score -1167260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1167266.500000 Penalty: 4675.503906
	Iteration 23Q: 3 clusters Score -1167266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1167270.500000 Penalty: 4675.503906
	Iteration 24Q: 3 clusters Score -1167270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1167275.375000 Penalty: 4675.503906
	Iteration 25Q: 3 clusters Score -1167275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1167280.875000 Penalty: 4675.503906
	Iteration 26Q: 3 clusters Score -1167281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1167284.750000 Penalty: 4675.503906
	Iteration 27Q: 3 clusters Score -1167285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1167284.250000 Penalty: 4675.503906
	Iteration 28Q: 3 clusters Score -1167284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1167292.125000 Penalty: 4675.503906
	Iteration 29Q: 3 clusters Score -1167292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1167293.250000 Penalty: 4675.503906
	Iteration 30Q: 3 clusters Score -1167293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1167294.500000 Penalty: 4675.503906
	Iteration 31Q: 3 clusters Score -1167294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1167296.875000 Penalty: 4675.503906
	Iteration 32Q: 3 clusters Score -1167297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1167302.250000 Penalty: 4675.503906
	Iteration 33Q: 3 clusters Score -1167302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1167306.625000 Penalty: 4675.503906
	Iteration 34Q: 3 clusters Score -1167307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1167307.000000 Penalty: 4675.503906
	Iteration 35Q: 3 clusters Score -1167307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1167309.875000 Penalty: 4675.503906
	Iteration 36Q: 3 clusters Score -1167310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1167314.000000 Penalty: 4675.503906
	Iteration 37Q: 3 clusters Score -1167314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1167317.375000 Penalty: 4675.503906
	Iteration 38Q: 3 clusters Score -1167317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1167319.250000 Penalty: 4675.503906
	Iteration 39Q: 3 clusters Score -1167319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1167317.750000 Penalty: 4675.503906
	Iteration 40F: 3 clusters Score -1167318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1167320.250000 Penalty: 4675.503906
	Iteration 41Q: 3 clusters Score -1167320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1167320.250000 Penalty: 4675.503906
	Iteration 42Q: 3 clusters Score -1167320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1167324.000000 Penalty: 4675.503906
	Iteration 43Q: 3 clusters Score -1167324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1167323.750000 Penalty: 4675.503906
	Iteration 44Q: 3 clusters Score -1167324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1167325.000000 Penalty: 4675.503906
	Iteration 45Q: 3 clusters Score -1167325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1167326.000000 Penalty: 4675.503906
	Iteration 46Q: 3 clusters Score -1167326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1167325.125000 Penalty: 4675.503906
	Iteration 47Q: 3 clusters Score -1167325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1167327.125000 Penalty: 4675.503906
	Iteration 48Q: 3 clusters Score -1167327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1167325.000000 Penalty: 4675.503906
	Iteration 49Q: 3 clusters Score -1167325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1167325.125000 Penalty: 4675.503906
	Iteration 50Q: 3 clusters Score -1167325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1167325.125000 Penalty: 4675.503906
	Iteration 51Q: 3 clusters Score -1167325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1167325.125000 Penalty: 4675.503906
	Iteration 52F: 3 clusters Score -1167325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -1525207.750000 Penalty: 2395.667725
	Iteration 0F: 2 clusters Score -1525208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1513905.125000 Penalty: 4791.335449
	Iteration 0F: 3 clusters Score -1513905 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1517633.750000 Penalty: 4791.335449
	Iteration 1F: 3 clusters Score -1517634 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1518036.250000 Penalty: 4791.335449
	Iteration 2F: 3 clusters Score -1518036 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1518402.125000 Penalty: 4791.335449
	Iteration 3F: 3 clusters Score -1518402 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1518736.250000 Penalty: 4791.335449
	Iteration 4Q: 3 clusters Score -1518736 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1519096.500000 Penalty: 4791.335449
	Iteration 5Q: 3 clusters Score -1519096 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1519452.625000 Penalty: 4791.335449
	Iteration 6Q: 3 clusters Score -1519453 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1519815.125000 Penalty: 4791.335449
	Iteration 7Q: 3 clusters Score -1519815 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1520193.125000 Penalty: 4791.335449
	Iteration 8Q: 3 clusters Score -1520193 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1520637.750000 Penalty: 4791.335449
	Iteration 9Q: 3 clusters Score -1520638 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1521102.250000 Penalty: 4791.335449
	Iteration 10Q: 3 clusters Score -1521102 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1521593.500000 Penalty: 4791.335449
	Iteration 11Q: 3 clusters Score -1521594 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1522045.875000 Penalty: 4791.335449
	Iteration 12Q: 3 clusters Score -1522046 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1522376.000000 Penalty: 4791.335449
	Iteration 13Q: 3 clusters Score -1522376 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1522560.500000 Penalty: 4791.335449
	Iteration 14Q: 3 clusters Score -1522560 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1522693.125000 Penalty: 4791.335449
	Iteration 15Q: 3 clusters Score -1522693 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1522787.000000 Penalty: 4791.335449
	Iteration 16Q: 3 clusters Score -1522787 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1522842.875000 Penalty: 4791.335449
	Iteration 17Q: 3 clusters Score -1522843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1522893.250000 Penalty: 4791.335449
	Iteration 18Q: 3 clusters Score -1522893 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1522939.625000 Penalty: 4791.335449
	Iteration 19Q: 3 clusters Score -1522940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1522994.500000 Penalty: 4791.335449
	Iteration 20F: 3 clusters Score -1522994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1523038.125000 Penalty: 4791.335449
	Iteration 21Q: 3 clusters Score -1523038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1523071.125000 Penalty: 4791.335449
	Iteration 22Q: 3 clusters Score -1523071 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1523106.500000 Penalty: 4791.335449
	Iteration 23Q: 3 clusters Score -1523106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1523135.125000 Penalty: 4791.335449
	Iteration 24Q: 3 clusters Score -1523135 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1523161.000000 Penalty: 4791.335449
	Iteration 25Q: 3 clusters Score -1523161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1523187.125000 Penalty: 4791.335449
	Iteration 26Q: 3 clusters Score -1523187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1523206.625000 Penalty: 4791.335449
	Iteration 27Q: 3 clusters Score -1523207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1523225.500000 Penalty: 4791.335449
	Iteration 28Q: 3 clusters Score -1523226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1523244.125000 Penalty: 4791.335449
	Iteration 29Q: 3 clusters Score -1523244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1523265.250000 Penalty: 4791.335449
	Iteration 30Q: 3 clusters Score -1523265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1523288.750000 Penalty: 4791.335449
	Iteration 31Q: 3 clusters Score -1523289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1523317.500000 Penalty: 4791.335449
	Iteration 32Q: 3 clusters Score -1523318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1523339.000000 Penalty: 4791.335449
	Iteration 33Q: 3 clusters Score -1523339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1523360.500000 Penalty: 4791.335449
	Iteration 34Q: 3 clusters Score -1523360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1523372.500000 Penalty: 4791.335449
	Iteration 35Q: 3 clusters Score -1523372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1523392.125000 Penalty: 4791.335449
	Iteration 36Q: 3 clusters Score -1523392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1523397.625000 Penalty: 4791.335449
	Iteration 37Q: 3 clusters Score -1523398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1523408.000000 Penalty: 4791.335449
	Iteration 38Q: 3 clusters Score -1523408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1523417.875000 Penalty: 4791.335449
	Iteration 39Q: 3 clusters Score -1523418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1523427.250000 Penalty: 4791.335449
	Iteration 40F: 3 clusters Score -1523427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1523436.500000 Penalty: 4791.335449
	Iteration 41Q: 3 clusters Score -1523436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1523436.625000 Penalty: 4791.335449
	Iteration 42Q: 3 clusters Score -1523437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1523441.000000 Penalty: 4791.335449
	Iteration 43Q: 3 clusters Score -1523441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1523442.625000 Penalty: 4791.335449
	Iteration 44Q: 3 clusters Score -1523443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1523445.500000 Penalty: 4791.335449
	Iteration 45Q: 3 clusters Score -1523446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1523447.625000 Penalty: 4791.335449
	Iteration 46Q: 3 clusters Score -1523448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1523458.625000 Penalty: 4791.335449
	Iteration 47Q: 3 clusters Score -1523459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1523466.625000 Penalty: 4791.335449
	Iteration 48Q: 3 clusters Score -1523467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1523481.250000 Penalty: 4791.335449
	Iteration 49Q: 3 clusters Score -1523481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1523489.250000 Penalty: 4791.335449
	Iteration 50Q: 3 clusters Score -1523489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1523496.000000 Penalty: 4791.335449
	Iteration 51Q: 3 clusters Score -1523496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1523510.375000 Penalty: 4791.335449
	Iteration 52Q: 3 clusters Score -1523510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1523522.500000 Penalty: 4791.335449
	Iteration 53Q: 3 clusters Score -1523522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1523530.375000 Penalty: 4791.335449
	Iteration 54Q: 3 clusters Score -1523530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1523537.625000 Penalty: 4791.335449
	Iteration 55Q: 3 clusters Score -1523538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1523541.500000 Penalty: 4791.335449
	Iteration 56Q: 3 clusters Score -1523542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1523551.500000 Penalty: 4791.335449
	Iteration 57Q: 3 clusters Score -1523552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1523551.500000 Penalty: 4791.335449
	Iteration 58Q: 3 clusters Score -1523552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1523557.125000 Penalty: 4791.335449
	Iteration 59Q: 3 clusters Score -1523557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1523560.000000 Penalty: 4791.335449
	Iteration 60F: 3 clusters Score -1523560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1523566.250000 Penalty: 4791.335449
	Iteration 61Q: 3 clusters Score -1523566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1523569.000000 Penalty: 4791.335449
	Iteration 62Q: 3 clusters Score -1523569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1523568.000000 Penalty: 4791.335449
	Iteration 63Q: 3 clusters Score -1523568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1523572.625000 Penalty: 4791.335449
	Iteration 64Q: 3 clusters Score -1523573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1523575.500000 Penalty: 4791.335449
	Iteration 65Q: 3 clusters Score -1523576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1523577.125000 Penalty: 4791.335449
	Iteration 66Q: 3 clusters Score -1523577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1523576.750000 Penalty: 4791.335449
	Iteration 67Q: 3 clusters Score -1523577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1523576.750000 Penalty: 4791.335449
	Iteration 68F: 3 clusters Score -1523577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Entering Unmasked Estep 
Score: -3493415.500000 Penalty: 2594.948730
	Iteration 0F: 2 clusters Score -3493416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3469798.500000 Penalty: 5189.897461
	Iteration 0F: 3 clusters Score -3469798 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3478282.750000 Penalty: 5189.897461
	Iteration 1F: 3 clusters Score -3478283 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3479024.000000 Penalty: 5189.897461
	Iteration 2F: 3 clusters Score -3479024 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3479927.250000 Penalty: 5189.897461
	Iteration 3F: 3 clusters Score -3479927 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3481260.500000 Penalty: 5189.897461
	Iteration 4F: 3 clusters Score -3481260 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3483008.250000 Penalty: 5189.897461
	Iteration 5F: 3 clusters Score -3483008 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3484878.250000 Penalty: 5189.897461
	Iteration 6F: 3 clusters Score -3484878 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3486500.000000 Penalty: 5189.897461
	Iteration 7F: 3 clusters Score -3486500 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3487664.750000 Penalty: 5189.897461
	Iteration 8F: 3 clusters Score -3487665 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3488543.500000 Penalty: 5189.897461
	Iteration 9Q: 3 clusters Score -3488544 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3489085.750000 Penalty: 5189.897461
	Iteration 10Q: 3 clusters Score -3489086 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3489482.750000 Penalty: 5189.897461
	Iteration 11Q: 3 clusters Score -3489483 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3489716.750000 Penalty: 5189.897461
	Iteration 12Q: 3 clusters Score -3489717 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3489862.750000 Penalty: 5189.897461
	Iteration 13Q: 3 clusters Score -3489863 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3489941.250000 Penalty: 5189.897461
	Iteration 14Q: 3 clusters Score -3489941 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3490028.000000 Penalty: 5189.897461
	Iteration 15Q: 3 clusters Score -3490028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3490123.750000 Penalty: 5189.897461
	Iteration 16Q: 3 clusters Score -3490124 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3490203.000000 Penalty: 5189.897461
	Iteration 17Q: 3 clusters Score -3490203 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3490272.250000 Penalty: 5189.897461
	Iteration 18Q: 3 clusters Score -3490272 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3490340.750000 Penalty: 5189.897461
	Iteration 19Q: 3 clusters Score -3490341 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3490387.000000 Penalty: 5189.897461
	Iteration 20F: 3 clusters Score -3490387 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3490446.750000 Penalty: 5189.897461
	Iteration 21Q: 3 clusters Score -3490447 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3490492.000000 Penalty: 5189.897461
	Iteration 22Q: 3 clusters Score -3490492 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3490547.500000 Penalty: 5189.897461
	Iteration 23Q: 3 clusters Score -3490548 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3490586.750000 Penalty: 5189.897461
	Iteration 24Q: 3 clusters Score -3490587 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3490659.250000 Penalty: 5189.897461
	Iteration 25Q: 3 clusters Score -3490659 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3490705.750000 Penalty: 5189.897461
	Iteration 26Q: 3 clusters Score -3490706 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3490752.750000 Penalty: 5189.897461
	Iteration 27Q: 3 clusters Score -3490753 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3490786.250000 Penalty: 5189.897461
	Iteration 28Q: 3 clusters Score -3490786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3490815.750000 Penalty: 5189.897461
	Iteration 29Q: 3 clusters Score -3490816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3490844.500000 Penalty: 5189.897461
	Iteration 30Q: 3 clusters Score -3490844 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3490889.250000 Penalty: 5189.897461
	Iteration 31Q: 3 clusters Score -3490889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3490928.750000 Penalty: 5189.897461
	Iteration 32Q: 3 clusters Score -3490929 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3490971.750000 Penalty: 5189.897461
	Iteration 33Q: 3 clusters Score -3490972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3490986.000000 Penalty: 5189.897461
	Iteration 34Q: 3 clusters Score -3490986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3491017.250000 Penalty: 5189.897461
	Iteration 35Q: 3 clusters Score -3491017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3491046.750000 Penalty: 5189.897461
	Iteration 36Q: 3 clusters Score -3491047 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3491079.250000 Penalty: 5189.897461
	Iteration 37Q: 3 clusters Score -3491079 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3491093.250000 Penalty: 5189.897461
	Iteration 38Q: 3 clusters Score -3491093 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3491126.500000 Penalty: 5189.897461
	Iteration 39Q: 3 clusters Score -3491126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3491140.750000 Penalty: 5189.897461
	Iteration 40F: 3 clusters Score -3491141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3491150.500000 Penalty: 5189.897461
	Iteration 41Q: 3 clusters Score -3491150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3491163.500000 Penalty: 5189.897461
	Iteration 42Q: 3 clusters Score -3491164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3491182.250000 Penalty: 5189.897461
	Iteration 43Q: 3 clusters Score -3491182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3491191.500000 Penalty: 5189.897461
	Iteration 44Q: 3 clusters Score -3491192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3491209.500000 Penalty: 5189.897461
	Iteration 45Q: 3 clusters Score -3491210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3491224.000000 Penalty: 5189.897461
	Iteration 46Q: 3 clusters Score -3491224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3491227.000000 Penalty: 5189.897461
	Iteration 47Q: 3 clusters Score -3491227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3491242.750000 Penalty: 5189.897461
	Iteration 48Q: 3 clusters Score -3491243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3491262.750000 Penalty: 5189.897461
	Iteration 49Q: 3 clusters Score -3491263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3491273.000000 Penalty: 5189.897461
	Iteration 50Q: 3 clusters Score -3491273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3491294.250000 Penalty: 5189.897461
	Iteration 51Q: 3 clusters Score -3491294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3491314.750000 Penalty: 5189.897461
	Iteration 52Q: 3 clusters Score -3491315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3491324.250000 Penalty: 5189.897461
	Iteration 53Q: 3 clusters Score -3491324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3491330.250000 Penalty: 5189.897461
	Iteration 54Q: 3 clusters Score -3491330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3491339.250000 Penalty: 5189.897461
	Iteration 55Q: 3 clusters Score -3491339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3491350.250000 Penalty: 5189.897461
	Iteration 56Q: 3 clusters Score -3491350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3491365.750000 Penalty: 5189.897461
	Iteration 57Q: 3 clusters Score -3491366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3491369.250000 Penalty: 5189.897461
	Iteration 58Q: 3 clusters Score -3491369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3491362.000000 Penalty: 5189.897461
	Iteration 59Q: 3 clusters Score -3491362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3491371.000000 Penalty: 5189.897461
	Iteration 60F: 3 clusters Score -3491371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3491376.000000 Penalty: 5189.897461
	Iteration 61Q: 3 clusters Score -3491376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3491371.250000 Penalty: 5189.897461
	Iteration 62Q: 3 clusters Score -3491371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3491381.000000 Penalty: 5189.897461
	Iteration 63Q: 3 clusters Score -3491381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3491384.750000 Penalty: 5189.897461
	Iteration 64Q: 3 clusters Score -3491385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3491396.750000 Penalty: 5189.897461
	Iteration 65Q: 3 clusters Score -3491397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3491393.750000 Penalty: 5189.897461
	Iteration 66Q: 3 clusters Score -3491394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3491397.500000 Penalty: 5189.897461
	Iteration 67Q: 3 clusters Score -3491398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3491405.000000 Penalty: 5189.897461
	Iteration 68Q: 3 clusters Score -3491405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3491414.750000 Penalty: 5189.897461
	Iteration 69Q: 3 clusters Score -3491415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3491418.500000 Penalty: 5189.897461
	Iteration 70Q: 3 clusters Score -3491418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3491424.000000 Penalty: 5189.897461
	Iteration 71Q: 3 clusters Score -3491424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3491427.500000 Penalty: 5189.897461
	Iteration 72Q: 3 clusters Score -3491428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3491421.250000 Penalty: 5189.897461
	Iteration 73Q: 3 clusters Score -3491421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3491428.000000 Penalty: 5189.897461
	Iteration 74Q: 3 clusters Score -3491428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3491427.500000 Penalty: 5189.897461
	Iteration 75Q: 3 clusters Score -3491428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3491431.500000 Penalty: 5189.897461
	Iteration 76Q: 3 clusters Score -3491432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3491429.000000 Penalty: 5189.897461
	Iteration 77Q: 3 clusters Score -3491429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3491427.000000 Penalty: 5189.897461
	Iteration 78Q: 3 clusters Score -3491427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3491423.250000 Penalty: 5189.897461
	Iteration 79Q: 3 clusters Score -3491423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3491426.000000 Penalty: 5189.897461
	Iteration 80F: 3 clusters Score -3491426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3491432.500000 Penalty: 5189.897461
	Iteration 81Q: 3 clusters Score -3491432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3491433.750000 Penalty: 5189.897461
	Iteration 82Q: 3 clusters Score -3491434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3491433.250000 Penalty: 5189.897461
	Iteration 83Q: 3 clusters Score -3491433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3491432.250000 Penalty: 5189.897461
	Iteration 84Q: 3 clusters Score -3491432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3491441.250000 Penalty: 5189.897461
	Iteration 85Q: 3 clusters Score -3491441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3491445.500000 Penalty: 5189.897461
	Iteration 86Q: 3 clusters Score -3491446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3491454.250000 Penalty: 5189.897461
	Iteration 87Q: 3 clusters Score -3491454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3491455.750000 Penalty: 5189.897461
	Iteration 88Q: 3 clusters Score -3491456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3491459.750000 Penalty: 5189.897461
	Iteration 89Q: 3 clusters Score -3491460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3491460.250000 Penalty: 5189.897461
	Iteration 90Q: 3 clusters Score -3491460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3491455.750000 Penalty: 5189.897461
	Iteration 91Q: 3 clusters Score -3491456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3491460.500000 Penalty: 5189.897461
	Iteration 92Q: 3 clusters Score -3491460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3491462.000000 Penalty: 5189.897461
	Iteration 93Q: 3 clusters Score -3491462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3491461.750000 Penalty: 5189.897461
	Iteration 94Q: 3 clusters Score -3491462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3491464.750000 Penalty: 5189.897461
	Iteration 95Q: 3 clusters Score -3491465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3491469.000000 Penalty: 5189.897461
	Iteration 96Q: 3 clusters Score -3491469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3491466.000000 Penalty: 5189.897461
	Iteration 97Q: 3 clusters Score -3491466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3491470.000000 Penalty: 5189.897461
	Iteration 98Q: 3 clusters Score -3491470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3491471.250000 Penalty: 5189.897461
	Iteration 99Q: 3 clusters Score -3491471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3491471.750000 Penalty: 5189.897461
	Iteration 100F: 3 clusters Score -3491472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3491470.000000 Penalty: 5189.897461
	Iteration 101Q: 3 clusters Score -3491470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3491471.000000 Penalty: 5189.897461
	Iteration 102Q: 3 clusters Score -3491471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3491471.500000 Penalty: 5189.897461
	Iteration 103Q: 3 clusters Score -3491472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3491475.750000 Penalty: 5189.897461
	Iteration 104Q: 3 clusters Score -3491476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3491478.000000 Penalty: 5189.897461
	Iteration 105Q: 3 clusters Score -3491478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3491473.750000 Penalty: 5189.897461
	Iteration 106Q: 3 clusters Score -3491474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3491480.000000 Penalty: 5189.897461
	Iteration 107Q: 3 clusters Score -3491480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3491480.000000 Penalty: 5189.897461
	Iteration 108F: 3 clusters Score -3491480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2598087.500000 Penalty: 2514.382324
	Iteration 0F: 2 clusters Score -2598088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2580654.250000 Penalty: 5028.764648
	Iteration 0F: 3 clusters Score -2580654 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2586733.750000 Penalty: 5028.764648
	Iteration 1F: 3 clusters Score -2586734 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2587189.000000 Penalty: 5028.764648
	Iteration 2F: 3 clusters Score -2587189 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2587527.750000 Penalty: 5028.764648
	Iteration 3Q: 3 clusters Score -2587528 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2587796.750000 Penalty: 5028.764648
	Iteration 4Q: 3 clusters Score -2587797 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2588033.000000 Penalty: 5028.764648
	Iteration 5Q: 3 clusters Score -2588033 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2588199.000000 Penalty: 5028.764648
	Iteration 6Q: 3 clusters Score -2588199 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2588349.250000 Penalty: 5028.764648
	Iteration 7Q: 3 clusters Score -2588349 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2588524.750000 Penalty: 5028.764648
	Iteration 8Q: 3 clusters Score -2588525 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2588731.000000 Penalty: 5028.764648
	Iteration 9Q: 3 clusters Score -2588731 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2589035.250000 Penalty: 5028.764648
	Iteration 10Q: 3 clusters Score -2589035 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2589466.000000 Penalty: 5028.764648
	Iteration 11Q: 3 clusters Score -2589466 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2590032.500000 Penalty: 5028.764648
	Iteration 12Q: 3 clusters Score -2590032 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2590692.750000 Penalty: 5028.764648
	Iteration 13Q: 3 clusters Score -2590693 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2591348.250000 Penalty: 5028.764648
	Iteration 14Q: 3 clusters Score -2591348 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2591915.250000 Penalty: 5028.764648
	Iteration 15Q: 3 clusters Score -2591915 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2592354.750000 Penalty: 5028.764648
	Iteration 16Q: 3 clusters Score -2592355 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2592628.000000 Penalty: 5028.764648
	Iteration 17Q: 3 clusters Score -2592628 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2592818.750000 Penalty: 5028.764648
	Iteration 18Q: 3 clusters Score -2592819 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2592945.500000 Penalty: 5028.764648
	Iteration 19Q: 3 clusters Score -2592946 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2593034.000000 Penalty: 5028.764648
	Iteration 20F: 3 clusters Score -2593034 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2593104.000000 Penalty: 5028.764648
	Iteration 21Q: 3 clusters Score -2593104 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2593144.000000 Penalty: 5028.764648
	Iteration 22Q: 3 clusters Score -2593144 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2593179.250000 Penalty: 5028.764648
	Iteration 23Q: 3 clusters Score -2593179 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2593203.500000 Penalty: 5028.764648
	Iteration 24Q: 3 clusters Score -2593204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2593238.500000 Penalty: 5028.764648
	Iteration 25Q: 3 clusters Score -2593238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2593261.750000 Penalty: 5028.764648
	Iteration 26Q: 3 clusters Score -2593262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2593264.500000 Penalty: 5028.764648
	Iteration 27Q: 3 clusters Score -2593264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2593275.500000 Penalty: 5028.764648
	Iteration 28Q: 3 clusters Score -2593276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2593294.000000 Penalty: 5028.764648
	Iteration 29Q: 3 clusters Score -2593294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2593297.250000 Penalty: 5028.764648
	Iteration 30Q: 3 clusters Score -2593297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2593309.500000 Penalty: 5028.764648
	Iteration 31Q: 3 clusters Score -2593310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2593324.000000 Penalty: 5028.764648
	Iteration 32Q: 3 clusters Score -2593324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2593333.250000 Penalty: 5028.764648
	Iteration 33Q: 3 clusters Score -2593333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2593348.000000 Penalty: 5028.764648
	Iteration 34Q: 3 clusters Score -2593348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2593345.750000 Penalty: 5028.764648
	Iteration 35Q: 3 clusters Score -2593346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2593351.000000 Penalty: 5028.764648
	Iteration 36Q: 3 clusters Score -2593351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2593361.750000 Penalty: 5028.764648
	Iteration 37Q: 3 clusters Score -2593362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2593377.500000 Penalty: 5028.764648
	Iteration 38Q: 3 clusters Score -2593378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2593380.250000 Penalty: 5028.764648
	Iteration 39Q: 3 clusters Score -2593380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2593381.000000 Penalty: 5028.764648
	Iteration 40F: 3 clusters Score -2593381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2593399.000000 Penalty: 5028.764648
	Iteration 41Q: 3 clusters Score -2593399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2593408.250000 Penalty: 5028.764648
	Iteration 42Q: 3 clusters Score -2593408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2593435.750000 Penalty: 5028.764648
	Iteration 43Q: 3 clusters Score -2593436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2593468.500000 Penalty: 5028.764648
	Iteration 44Q: 3 clusters Score -2593468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2593479.000000 Penalty: 5028.764648
	Iteration 45Q: 3 clusters Score -2593479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2593497.250000 Penalty: 5028.764648
	Iteration 46Q: 3 clusters Score -2593497 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2593529.500000 Penalty: 5028.764648
	Iteration 47Q: 3 clusters Score -2593530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2593551.500000 Penalty: 5028.764648
	Iteration 48Q: 3 clusters Score -2593552 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2593591.750000 Penalty: 5028.764648
	Iteration 49Q: 3 clusters Score -2593592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2593624.250000 Penalty: 5028.764648
	Iteration 50Q: 3 clusters Score -2593624 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2593660.250000 Penalty: 5028.764648
	Iteration 51Q: 3 clusters Score -2593660 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2593702.250000 Penalty: 5028.764648
	Iteration 52Q: 3 clusters Score -2593702 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2593756.750000 Penalty: 5028.764648
	Iteration 53Q: 3 clusters Score -2593757 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2593811.000000 Penalty: 5028.764648
	Iteration 54Q: 3 clusters Score -2593811 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2593872.000000 Penalty: 5028.764648
	Iteration 55Q: 3 clusters Score -2593872 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2593953.500000 Penalty: 5028.764648
	Iteration 56Q: 3 clusters Score -2593954 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2594032.500000 Penalty: 5028.764648
	Iteration 57Q: 3 clusters Score -2594032 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2594145.750000 Penalty: 5028.764648
	Iteration 58Q: 3 clusters Score -2594146 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2594255.250000 Penalty: 5028.764648
	Iteration 59Q: 3 clusters Score -2594255 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2594389.000000 Penalty: 5028.764648
	Iteration 60F: 3 clusters Score -2594389 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2594529.250000 Penalty: 5028.764648
	Iteration 61Q: 3 clusters Score -2594529 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2594674.500000 Penalty: 5028.764648
	Iteration 62Q: 3 clusters Score -2594674 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2594818.250000 Penalty: 5028.764648
	Iteration 63Q: 3 clusters Score -2594818 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2594968.000000 Penalty: 5028.764648
	Iteration 64Q: 3 clusters Score -2594968 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2595102.500000 Penalty: 5028.764648
	Iteration 65Q: 3 clusters Score -2595102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2595226.500000 Penalty: 5028.764648
	Iteration 66Q: 3 clusters Score -2595226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2595333.250000 Penalty: 5028.764648
	Iteration 67Q: 3 clusters Score -2595333 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2595426.000000 Penalty: 5028.764648
	Iteration 68Q: 3 clusters Score -2595426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2595519.250000 Penalty: 5028.764648
	Iteration 69Q: 3 clusters Score -2595519 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2595595.750000 Penalty: 5028.764648
	Iteration 70Q: 3 clusters Score -2595596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2595672.500000 Penalty: 5028.764648
	Iteration 71Q: 3 clusters Score -2595672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2595727.750000 Penalty: 5028.764648
	Iteration 72Q: 3 clusters Score -2595728 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2595781.250000 Penalty: 5028.764648
	Iteration 73Q: 3 clusters Score -2595781 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2595825.250000 Penalty: 5028.764648
	Iteration 74Q: 3 clusters Score -2595825 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2595873.250000 Penalty: 5028.764648
	Iteration 75Q: 3 clusters Score -2595873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2595917.250000 Penalty: 5028.764648
	Iteration 76Q: 3 clusters Score -2595917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2595953.000000 Penalty: 5028.764648
	Iteration 77Q: 3 clusters Score -2595953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2595972.750000 Penalty: 5028.764648
	Iteration 78Q: 3 clusters Score -2595973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2595992.500000 Penalty: 5028.764648
	Iteration 79Q: 3 clusters Score -2595992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2596018.250000 Penalty: 5028.764648
	Iteration 80F: 3 clusters Score -2596018 nChanged 32
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: -2596035.500000 Penalty: 5028.764648
	Iteration 81Q: 3 clusters Score -2596036 nChanged 26
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: -2596037.750000 Penalty: 5028.764648
	Iteration 82Q: 3 clusters Score -2596038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2596046.250000 Penalty: 5028.764648
	Iteration 83Q: 3 clusters Score -2596046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2596050.250000 Penalty: 5028.764648
	Iteration 84Q: 3 clusters Score -2596050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2596059.750000 Penalty: 5028.764648
	Iteration 85Q: 3 clusters Score -2596060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2596061.750000 Penalty: 5028.764648
	Iteration 86Q: 3 clusters Score -2596062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2596059.750000 Penalty: 5028.764648
	Iteration 87Q: 3 clusters Score -2596060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2596064.000000 Penalty: 5028.764648
	Iteration 88Q: 3 clusters Score -2596064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2596062.750000 Penalty: 5028.764648
	Iteration 89Q: 3 clusters Score -2596063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2596060.250000 Penalty: 5028.764648
	Iteration 90Q: 3 clusters Score -2596060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2596063.000000 Penalty: 5028.764648
	Iteration 91Q: 3 clusters Score -2596063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2596064.750000 Penalty: 5028.764648
	Iteration 92Q: 3 clusters Score -2596065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2596063.750000 Penalty: 5028.764648
	Iteration 93Q: 3 clusters Score -2596064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2596067.250000 Penalty: 5028.764648
	Iteration 94Q: 3 clusters Score -2596067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2596063.000000 Penalty: 5028.764648
	Iteration 95Q: 3 clusters Score -2596063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2596068.750000 Penalty: 5028.764648
	Iteration 96Q: 3 clusters Score -2596069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2596069.000000 Penalty: 5028.764648
	Iteration 97Q: 3 clusters Score -2596069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2596072.500000 Penalty: 5028.764648
	Iteration 98Q: 3 clusters Score -2596072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2596076.250000 Penalty: 5028.764648
	Iteration 99Q: 3 clusters Score -2596076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2596072.500000 Penalty: 5028.764648
	Iteration 100F: 3 clusters Score -2596072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2596074.000000 Penalty: 5028.764648
	Iteration 101Q: 3 clusters Score -2596074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2596073.500000 Penalty: 5028.764648
	Iteration 102Q: 3 clusters Score -2596074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2596073.750000 Penalty: 5028.764648
	Iteration 103Q: 3 clusters Score -2596074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2596073.750000 Penalty: 5028.764648
	Iteration 104F: 3 clusters Score -2596074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1003489.750000 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -1003490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -995962.312500 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -995962.3 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -998099.812500 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -998099.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -998368.687500 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -998368.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -998559.437500 Penalty: 4561.436523
	Iteration 3Q: 3 clusters Score -998559.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -998705.000000 Penalty: 4561.436523
	Iteration 4Q: 3 clusters Score -998705 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -998845.875000 Penalty: 4561.436523
	Iteration 5Q: 3 clusters Score -998845.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -999011.437500 Penalty: 4561.436523
	Iteration 6Q: 3 clusters Score -999011.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -999199.437500 Penalty: 4561.436523
	Iteration 7Q: 3 clusters Score -999199.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -999411.000000 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -999411 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -999665.375000 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -999665.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -999958.000000 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -999958 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1000245.937500 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -1000246 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1000488.312500 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -1000488 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1000671.500000 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -1000672 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1000805.750000 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -1000806 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1000893.250000 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -1000893 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1000944.812500 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -1000945 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1000977.312500 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -1000977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1001004.500000 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -1001004 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1001024.250000 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -1001024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1001040.625000 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -1001041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1001053.500000 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -1001054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1001062.062500 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -1001062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1001071.187500 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -1001071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1001074.687500 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -1001075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1001080.750000 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -1001081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1001081.375000 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -1001081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1001085.750000 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -1001086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1001087.500000 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -1001088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1001089.687500 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -1001090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1001089.000000 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -1001089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1001091.437500 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -1001091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1001090.937500 Penalty: 4561.436523
	Iteration 32Q: 3 clusters Score -1001091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1001091.250000 Penalty: 4561.436523
	Iteration 33Q: 3 clusters Score -1001091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1001093.187500 Penalty: 4561.436523
	Iteration 34Q: 3 clusters Score -1001093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1001090.500000 Penalty: 4561.436523
	Iteration 35Q: 3 clusters Score -1001090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1001089.687500 Penalty: 4561.436523
	Iteration 36Q: 3 clusters Score -1001090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1001090.437500 Penalty: 4561.436523
	Iteration 37Q: 3 clusters Score -1001090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1001090.437500 Penalty: 4561.436523
	Iteration 38F: 3 clusters Score -1001090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Entering Unmasked Estep 
Score: -1407881.500000 Penalty: 2399.855713
	Iteration 0F: 2 clusters Score -1407882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1396459.875000 Penalty: 4799.711426
	Iteration 0F: 3 clusters Score -1396460 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1400545.625000 Penalty: 4799.711426
	Iteration 1F: 3 clusters Score -1400546 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1401567.625000 Penalty: 4799.711426
	Iteration 2F: 3 clusters Score -1401568 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1402700.750000 Penalty: 4799.711426
	Iteration 3F: 3 clusters Score -1402701 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1403774.500000 Penalty: 4799.711426
	Iteration 4F: 3 clusters Score -1403774 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1404538.500000 Penalty: 4799.711426
	Iteration 5F: 3 clusters Score -1404538 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1405095.625000 Penalty: 4799.711426
	Iteration 6F: 3 clusters Score -1405096 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1405489.250000 Penalty: 4799.711426
	Iteration 7Q: 3 clusters Score -1405489 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1405804.250000 Penalty: 4799.711426
	Iteration 8Q: 3 clusters Score -1405804 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1406020.625000 Penalty: 4799.711426
	Iteration 9Q: 3 clusters Score -1406021 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1406168.875000 Penalty: 4799.711426
	Iteration 10Q: 3 clusters Score -1406169 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1406265.750000 Penalty: 4799.711426
	Iteration 11Q: 3 clusters Score -1406266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1406331.250000 Penalty: 4799.711426
	Iteration 12Q: 3 clusters Score -1406331 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1406373.875000 Penalty: 4799.711426
	Iteration 13Q: 3 clusters Score -1406374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1406408.750000 Penalty: 4799.711426
	Iteration 14Q: 3 clusters Score -1406409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1406428.500000 Penalty: 4799.711426
	Iteration 15Q: 3 clusters Score -1406428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1406448.000000 Penalty: 4799.711426
	Iteration 16Q: 3 clusters Score -1406448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1406461.375000 Penalty: 4799.711426
	Iteration 17Q: 3 clusters Score -1406461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1406464.625000 Penalty: 4799.711426
	Iteration 18Q: 3 clusters Score -1406465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1406469.250000 Penalty: 4799.711426
	Iteration 19Q: 3 clusters Score -1406469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1406472.125000 Penalty: 4799.711426
	Iteration 20F: 3 clusters Score -1406472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1406481.000000 Penalty: 4799.711426
	Iteration 21Q: 3 clusters Score -1406481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1406485.500000 Penalty: 4799.711426
	Iteration 22Q: 3 clusters Score -1406486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1406491.000000 Penalty: 4799.711426
	Iteration 23Q: 3 clusters Score -1406491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1406496.875000 Penalty: 4799.711426
	Iteration 24Q: 3 clusters Score -1406497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1406498.625000 Penalty: 4799.711426
	Iteration 25Q: 3 clusters Score -1406499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1406503.375000 Penalty: 4799.711426
	Iteration 26Q: 3 clusters Score -1406503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1406512.875000 Penalty: 4799.711426
	Iteration 27Q: 3 clusters Score -1406513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1406514.625000 Penalty: 4799.711426
	Iteration 28Q: 3 clusters Score -1406515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1406519.625000 Penalty: 4799.711426
	Iteration 29Q: 3 clusters Score -1406520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1406527.750000 Penalty: 4799.711426
	Iteration 30Q: 3 clusters Score -1406528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1406526.625000 Penalty: 4799.711426
	Iteration 31Q: 3 clusters Score -1406527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1406528.125000 Penalty: 4799.711426
	Iteration 32Q: 3 clusters Score -1406528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1406531.500000 Penalty: 4799.711426
	Iteration 33Q: 3 clusters Score -1406532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1406538.875000 Penalty: 4799.711426
	Iteration 34Q: 3 clusters Score -1406539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1406540.125000 Penalty: 4799.711426
	Iteration 35Q: 3 clusters Score -1406540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1406542.375000 Penalty: 4799.711426
	Iteration 36Q: 3 clusters Score -1406542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1406542.750000 Penalty: 4799.711426
	Iteration 37Q: 3 clusters Score -1406543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1406544.125000 Penalty: 4799.711426
	Iteration 38Q: 3 clusters Score -1406544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1406543.125000 Penalty: 4799.711426
	Iteration 39Q: 3 clusters Score -1406543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1406543.125000 Penalty: 4799.711426
	Iteration 40F: 3 clusters Score -1406543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1406546.125000 Penalty: 4799.711426
	Iteration 41Q: 3 clusters Score -1406546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1406544.625000 Penalty: 4799.711426
	Iteration 42Q: 3 clusters Score -1406545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1406541.625000 Penalty: 4799.711426
	Iteration 43Q: 3 clusters Score -1406542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1406541.375000 Penalty: 4799.711426
	Iteration 44Q: 3 clusters Score -1406541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1406539.625000 Penalty: 4799.711426
	Iteration 45Q: 3 clusters Score -1406540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1406539.750000 Penalty: 4799.711426
	Iteration 46Q: 3 clusters Score -1406540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1406543.125000 Penalty: 4799.711426
	Iteration 47Q: 3 clusters Score -1406543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1406546.375000 Penalty: 4799.711426
	Iteration 48Q: 3 clusters Score -1406546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1406546.250000 Penalty: 4799.711426
	Iteration 49Q: 3 clusters Score -1406546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1406547.750000 Penalty: 4799.711426
	Iteration 50Q: 3 clusters Score -1406548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1406547.750000 Penalty: 4799.711426
	Iteration 51F: 3 clusters Score -1406548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -171672.515625 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -171672.5 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 1021 members 
Entering Unmasked Estep 
Score: -169039.125000 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -169039.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -169549.640625 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -169549.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169710.656250 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -169710.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -169819.468750 Penalty: 3781.083984
	Iteration 3F: 3 clusters Score -169819.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169900.484375 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -169900.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169965.468750 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -169965.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -170011.203125 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -170011.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -170062.140625 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -170062.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170152.546875 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -170152.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -170256.859375 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -170256.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -170391.546875 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -170391.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -170557.218750 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -170557.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170731.140625 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -170731.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -170876.515625 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -170876.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170998.671875 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -170998.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171079.203125 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -171079.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -171143.109375 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -171143.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171208.531250 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -171208.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -171345.875000 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -171345.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -171485.156250 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -171485.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171611.000000 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -171611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -171678.875000 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -171678.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -171703.125000 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -171703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -171719.343750 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -171719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171726.187500 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -171726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -171730.890625 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -171730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -171734.187500 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -171734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -171734.812500 Penalty: 3781.083984
	Iteration 27Q: 3 clusters Score -171734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -171735.312500 Penalty: 3781.083984
	Iteration 28Q: 3 clusters Score -171735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -171735.312500 Penalty: 3781.083984
	Iteration 29F: 3 clusters Score -171735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Mstep: Class 44 contains 974 members 
Entering Unmasked Estep 
Score: -58960748.000000 Penalty: 145648.796875
Splitting cluster 21 changes total score from -58962172.000000 to -58960748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -196259.000000 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -196259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193552.671875 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -193552.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -194117.562500 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -194117.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -194306.390625 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -194306.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -194471.250000 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -194471.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194669.406250 Penalty: 3806.379883
	Iteration 4F: 3 clusters Score -194669.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -194854.906250 Penalty: 3806.379883
	Iteration 5F: 3 clusters Score -194854.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -195048.203125 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -195048.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -195440.546875 Penalty: 3806.379883
	Iteration 7F: 3 clusters Score -195440.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -195803.156250 Penalty: 3806.379883
	Iteration 8F: 3 clusters Score -195803.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -196002.765625 Penalty: 3806.379883
	Iteration 9F: 3 clusters Score -196002.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -196100.937500 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -196100.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -196142.578125 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -196142.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -196169.343750 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -196169.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -196197.015625 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -196197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -196216.000000 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -196216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196234.000000 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -196234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -196253.703125 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -196253.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196266.500000 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -196266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -196277.359375 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -196277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196281.109375 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -196281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -196283.953125 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -196284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -196286.640625 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -196286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -196288.000000 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -196288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -196289.812500 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -196289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -196289.812500 Penalty: 3806.379883
	Iteration 24F: 3 clusters Score -196289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Mstep: Class 44 contains 1268 members 
Entering Unmasked Estep 
Score: -58960736.000000 Penalty: 145648.796875
Splitting cluster 22 changes total score from -58962172.000000 to -58960736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (16337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Entering Unmasked Estep 
Score: -1511003.750000 Penalty: 2405.894531
	Iteration 0F: 2 clusters Score -1511004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1499385.250000 Penalty: 4811.789062
	Iteration 0F: 3 clusters Score -1499385 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1503302.875000 Penalty: 4811.789062
	Iteration 1F: 3 clusters Score -1503303 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1503913.375000 Penalty: 4811.789062
	Iteration 2F: 3 clusters Score -1503913 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1504450.625000 Penalty: 4811.789062
	Iteration 3F: 3 clusters Score -1504451 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1504910.250000 Penalty: 4811.789062
	Iteration 4F: 3 clusters Score -1504910 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1505349.250000 Penalty: 4811.789062
	Iteration 5F: 3 clusters Score -1505349 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1505839.750000 Penalty: 4811.789062
	Iteration 6Q: 3 clusters Score -1505840 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1506477.500000 Penalty: 4811.789062
	Iteration 7F: 3 clusters Score -1506478 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1507120.250000 Penalty: 4811.789062
	Iteration 8F: 3 clusters Score -1507120 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1507715.500000 Penalty: 4811.789062
	Iteration 9Q: 3 clusters Score -1507716 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1508293.000000 Penalty: 4811.789062
	Iteration 10Q: 3 clusters Score -1508293 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1508736.375000 Penalty: 4811.789062
	Iteration 11Q: 3 clusters Score -1508736 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1509065.000000 Penalty: 4811.789062
	Iteration 12Q: 3 clusters Score -1509065 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1509314.500000 Penalty: 4811.789062
	Iteration 13Q: 3 clusters Score -1509314 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1509524.625000 Penalty: 4811.789062
	Iteration 14Q: 3 clusters Score -1509525 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1509673.500000 Penalty: 4811.789062
	Iteration 15Q: 3 clusters Score -1509674 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1509811.125000 Penalty: 4811.789062
	Iteration 16Q: 3 clusters Score -1509811 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1509948.500000 Penalty: 4811.789062
	Iteration 17Q: 3 clusters Score -1509948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1510060.000000 Penalty: 4811.789062
	Iteration 18Q: 3 clusters Score -1510060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1510154.000000 Penalty: 4811.789062
	Iteration 19Q: 3 clusters Score -1510154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1510210.875000 Penalty: 4811.789062
	Iteration 20F: 3 clusters Score -1510211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1510257.250000 Penalty: 4811.789062
	Iteration 21Q: 3 clusters Score -1510257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1510283.250000 Penalty: 4811.789062
	Iteration 22Q: 3 clusters Score -1510283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1510303.125000 Penalty: 4811.789062
	Iteration 23Q: 3 clusters Score -1510303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1510322.125000 Penalty: 4811.789062
	Iteration 24Q: 3 clusters Score -1510322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1510338.625000 Penalty: 4811.789062
	Iteration 25Q: 3 clusters Score -1510339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1510353.125000 Penalty: 4811.789062
	Iteration 26Q: 3 clusters Score -1510353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1510370.500000 Penalty: 4811.789062
	Iteration 27Q: 3 clusters Score -1510370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1510384.875000 Penalty: 4811.789062
	Iteration 28Q: 3 clusters Score -1510385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1510393.125000 Penalty: 4811.789062
	Iteration 29Q: 3 clusters Score -1510393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1510397.500000 Penalty: 4811.789062
	Iteration 30Q: 3 clusters Score -1510398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1510405.125000 Penalty: 4811.789062
	Iteration 31Q: 3 clusters Score -1510405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1510408.250000 Penalty: 4811.789062
	Iteration 32Q: 3 clusters Score -1510408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1510408.375000 Penalty: 4811.789062
	Iteration 33Q: 3 clusters Score -1510408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1510410.250000 Penalty: 4811.789062
	Iteration 34Q: 3 clusters Score -1510410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1510413.750000 Penalty: 4811.789062
	Iteration 35Q: 3 clusters Score -1510414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1510419.750000 Penalty: 4811.789062
	Iteration 36Q: 3 clusters Score -1510420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1510426.375000 Penalty: 4811.789062
	Iteration 37Q: 3 clusters Score -1510426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1510436.250000 Penalty: 4811.789062
	Iteration 38Q: 3 clusters Score -1510436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1510438.375000 Penalty: 4811.789062
	Iteration 39Q: 3 clusters Score -1510438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1510438.500000 Penalty: 4811.789062
	Iteration 40F: 3 clusters Score -1510438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1510440.625000 Penalty: 4811.789062
	Iteration 41Q: 3 clusters Score -1510441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1510441.750000 Penalty: 4811.789062
	Iteration 42Q: 3 clusters Score -1510442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1510444.500000 Penalty: 4811.789062
	Iteration 43Q: 3 clusters Score -1510444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1510444.375000 Penalty: 4811.789062
	Iteration 44Q: 3 clusters Score -1510444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1510442.875000 Penalty: 4811.789062
	Iteration 45Q: 3 clusters Score -1510443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1510443.500000 Penalty: 4811.789062
	Iteration 46Q: 3 clusters Score -1510444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1510444.250000 Penalty: 4811.789062
	Iteration 47Q: 3 clusters Score -1510444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1510444.875000 Penalty: 4811.789062
	Iteration 48Q: 3 clusters Score -1510445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1510444.000000 Penalty: 4811.789062
	Iteration 49Q: 3 clusters Score -1510444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1510444.250000 Penalty: 4811.789062
	Iteration 50Q: 3 clusters Score -1510444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1510445.500000 Penalty: 4811.789062
	Iteration 51Q: 3 clusters Score -1510446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1510447.250000 Penalty: 4811.789062
	Iteration 52Q: 3 clusters Score -1510447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1510448.750000 Penalty: 4811.789062
	Iteration 53Q: 3 clusters Score -1510449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1510448.375000 Penalty: 4811.789062
	Iteration 54Q: 3 clusters Score -1510448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1510448.375000 Penalty: 4811.789062
	Iteration 55F: 3 clusters Score -1510448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Entering Unmasked Estep 
Score: -560592.250000 Penalty: 2164.529297
	Iteration 0F: 2 clusters Score -560592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -555430.062500 Penalty: 4329.058594
	Iteration 0F: 3 clusters Score -555430.1 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -557108.062500 Penalty: 4329.058594
	Iteration 1F: 3 clusters Score -557108.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -557651.312500 Penalty: 4329.058594
	Iteration 2F: 3 clusters Score -557651.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -558127.750000 Penalty: 4329.058594
	Iteration 3F: 3 clusters Score -558127.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558552.312500 Penalty: 4329.058594
	Iteration 4F: 3 clusters Score -558552.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -558879.187500 Penalty: 4329.058594
	Iteration 5F: 3 clusters Score -558879.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -559135.750000 Penalty: 4329.058594
	Iteration 6F: 3 clusters Score -559135.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -559353.500000 Penalty: 4329.058594
	Iteration 7Q: 3 clusters Score -559353.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -559553.062500 Penalty: 4329.058594
	Iteration 8Q: 3 clusters Score -559553.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -559696.187500 Penalty: 4329.058594
	Iteration 9Q: 3 clusters Score -559696.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -559775.687500 Penalty: 4329.058594
	Iteration 10Q: 3 clusters Score -559775.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -559822.000000 Penalty: 4329.058594
	Iteration 11Q: 3 clusters Score -559822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -559852.375000 Penalty: 4329.058594
	Iteration 12Q: 3 clusters Score -559852.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -559876.625000 Penalty: 4329.058594
	Iteration 13Q: 3 clusters Score -559876.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -559896.437500 Penalty: 4329.058594
	Iteration 14Q: 3 clusters Score -559896.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -559910.937500 Penalty: 4329.058594
	Iteration 15Q: 3 clusters Score -559910.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -559929.750000 Penalty: 4329.058594
	Iteration 16Q: 3 clusters Score -559929.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -559944.750000 Penalty: 4329.058594
	Iteration 17Q: 3 clusters Score -559944.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -559958.000000 Penalty: 4329.058594
	Iteration 18Q: 3 clusters Score -559958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -559970.000000 Penalty: 4329.058594
	Iteration 19Q: 3 clusters Score -559970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -559977.500000 Penalty: 4329.058594
	Iteration 20F: 3 clusters Score -559977.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -559987.437500 Penalty: 4329.058594
	Iteration 21Q: 3 clusters Score -559987.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -559993.812500 Penalty: 4329.058594
	Iteration 22Q: 3 clusters Score -559993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -559996.562500 Penalty: 4329.058594
	Iteration 23Q: 3 clusters Score -559996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -560001.625000 Penalty: 4329.058594
	Iteration 24Q: 3 clusters Score -560001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -560007.937500 Penalty: 4329.058594
	Iteration 25Q: 3 clusters Score -560007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -560010.500000 Penalty: 4329.058594
	Iteration 26Q: 3 clusters Score -560010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -560013.187500 Penalty: 4329.058594
	Iteration 27Q: 3 clusters Score -560013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -560017.062500 Penalty: 4329.058594
	Iteration 28Q: 3 clusters Score -560017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -560020.437500 Penalty: 4329.058594
	Iteration 29Q: 3 clusters Score -560020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -560028.250000 Penalty: 4329.058594
	Iteration 30Q: 3 clusters Score -560028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -560040.312500 Penalty: 4329.058594
	Iteration 31Q: 3 clusters Score -560040.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -560057.437500 Penalty: 4329.058594
	Iteration 32Q: 3 clusters Score -560057.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -560074.625000 Penalty: 4329.058594
	Iteration 33Q: 3 clusters Score -560074.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -560096.750000 Penalty: 4329.058594
	Iteration 34Q: 3 clusters Score -560096.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -560118.312500 Penalty: 4329.058594
	Iteration 35Q: 3 clusters Score -560118.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -560131.500000 Penalty: 4329.058594
	Iteration 36Q: 3 clusters Score -560131.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -560139.812500 Penalty: 4329.058594
	Iteration 37Q: 3 clusters Score -560139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -560143.500000 Penalty: 4329.058594
	Iteration 38Q: 3 clusters Score -560143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -560146.687500 Penalty: 4329.058594
	Iteration 39Q: 3 clusters Score -560146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -560148.062500 Penalty: 4329.058594
	Iteration 40F: 3 clusters Score -560148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -560148.062500 Penalty: 4329.058594
	Iteration 41Q: 3 clusters Score -560148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -560148.562500 Penalty: 4329.058594
	Iteration 42Q: 3 clusters Score -560148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -560152.375000 Penalty: 4329.058594
	Iteration 43Q: 3 clusters Score -560152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -560155.000000 Penalty: 4329.058594
	Iteration 44Q: 3 clusters Score -560155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -560156.437500 Penalty: 4329.058594
	Iteration 45Q: 3 clusters Score -560156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -560158.687500 Penalty: 4329.058594
	Iteration 46Q: 3 clusters Score -560158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -560159.562500 Penalty: 4329.058594
	Iteration 47Q: 3 clusters Score -560159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -560161.937500 Penalty: 4329.058594
	Iteration 48Q: 3 clusters Score -560161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -560164.250000 Penalty: 4329.058594
	Iteration 49Q: 3 clusters Score -560164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -560166.375000 Penalty: 4329.058594
	Iteration 50Q: 3 clusters Score -560166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -560165.187500 Penalty: 4329.058594
	Iteration 51Q: 3 clusters Score -560165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -560166.500000 Penalty: 4329.058594
	Iteration 52Q: 3 clusters Score -560166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -560166.500000 Penalty: 4329.058594
	Iteration 53Q: 3 clusters Score -560166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -560167.500000 Penalty: 4329.058594
	Iteration 54Q: 3 clusters Score -560167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -560167.500000 Penalty: 4329.058594
	Iteration 55F: 3 clusters Score -560167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Entering Unmasked Estep 
Score: -1552127.375000 Penalty: 2393.458984
	Iteration 0F: 2 clusters Score -1552127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1540895.750000 Penalty: 4786.917969
	Iteration 0F: 3 clusters Score -1540896 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1544585.875000 Penalty: 4786.917969
	Iteration 1F: 3 clusters Score -1544586 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1545036.625000 Penalty: 4786.917969
	Iteration 2F: 3 clusters Score -1545037 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1545399.125000 Penalty: 4786.917969
	Iteration 3F: 3 clusters Score -1545399 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1545745.875000 Penalty: 4786.917969
	Iteration 4Q: 3 clusters Score -1545746 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1546101.875000 Penalty: 4786.917969
	Iteration 5Q: 3 clusters Score -1546102 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1546481.750000 Penalty: 4786.917969
	Iteration 6Q: 3 clusters Score -1546482 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1546876.875000 Penalty: 4786.917969
	Iteration 7Q: 3 clusters Score -1546877 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1547387.125000 Penalty: 4786.917969
	Iteration 8Q: 3 clusters Score -1547387 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1547927.875000 Penalty: 4786.917969
	Iteration 9Q: 3 clusters Score -1547928 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1548482.375000 Penalty: 4786.917969
	Iteration 10Q: 3 clusters Score -1548482 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1548952.500000 Penalty: 4786.917969
	Iteration 11Q: 3 clusters Score -1548952 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1549297.750000 Penalty: 4786.917969
	Iteration 12Q: 3 clusters Score -1549298 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1549503.375000 Penalty: 4786.917969
	Iteration 13Q: 3 clusters Score -1549503 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1549670.500000 Penalty: 4786.917969
	Iteration 14Q: 3 clusters Score -1549670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1549766.875000 Penalty: 4786.917969
	Iteration 15Q: 3 clusters Score -1549767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1549840.125000 Penalty: 4786.917969
	Iteration 16Q: 3 clusters Score -1549840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1549898.375000 Penalty: 4786.917969
	Iteration 17Q: 3 clusters Score -1549898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1549947.375000 Penalty: 4786.917969
	Iteration 18Q: 3 clusters Score -1549947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1549981.875000 Penalty: 4786.917969
	Iteration 19Q: 3 clusters Score -1549982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1550012.375000 Penalty: 4786.917969
	Iteration 20F: 3 clusters Score -1550012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1550037.500000 Penalty: 4786.917969
	Iteration 21Q: 3 clusters Score -1550038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1550061.250000 Penalty: 4786.917969
	Iteration 22Q: 3 clusters Score -1550061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1550071.750000 Penalty: 4786.917969
	Iteration 23Q: 3 clusters Score -1550072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1550080.125000 Penalty: 4786.917969
	Iteration 24Q: 3 clusters Score -1550080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1550082.500000 Penalty: 4786.917969
	Iteration 25Q: 3 clusters Score -1550082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1550082.500000 Penalty: 4786.917969
	Iteration 26F: 3 clusters Score -1550082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -348030.031250 Penalty: 2019.448120
	Iteration 0F: 2 clusters Score -348030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -344472.781250 Penalty: 4038.896240
	Iteration 0F: 3 clusters Score -344472.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -345202.812500 Penalty: 4038.896240
	Iteration 1F: 3 clusters Score -345202.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -345365.125000 Penalty: 4038.896240
	Iteration 2F: 3 clusters Score -345365.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345460.187500 Penalty: 4038.896240
	Iteration 3Q: 3 clusters Score -345460.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -345527.562500 Penalty: 4038.896240
	Iteration 4Q: 3 clusters Score -345527.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -345584.500000 Penalty: 4038.896240
	Iteration 5Q: 3 clusters Score -345584.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -345627.562500 Penalty: 4038.896240
	Iteration 6Q: 3 clusters Score -345627.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -345660.093750 Penalty: 4038.896240
	Iteration 7Q: 3 clusters Score -345660.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -345688.093750 Penalty: 4038.896240
	Iteration 8Q: 3 clusters Score -345688.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -345715.156250 Penalty: 4038.896240
	Iteration 9Q: 3 clusters Score -345715.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -345743.656250 Penalty: 4038.896240
	Iteration 10Q: 3 clusters Score -345743.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -345764.000000 Penalty: 4038.896240
	Iteration 11Q: 3 clusters Score -345764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -345784.750000 Penalty: 4038.896240
	Iteration 12Q: 3 clusters Score -345784.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -345806.437500 Penalty: 4038.896240
	Iteration 13Q: 3 clusters Score -345806.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -345835.843750 Penalty: 4038.896240
	Iteration 14Q: 3 clusters Score -345835.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -345863.281250 Penalty: 4038.896240
	Iteration 15Q: 3 clusters Score -345863.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -345895.218750 Penalty: 4038.896240
	Iteration 16Q: 3 clusters Score -345895.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -345941.437500 Penalty: 4038.896240
	Iteration 17Q: 3 clusters Score -345941.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -345986.000000 Penalty: 4038.896240
	Iteration 18Q: 3 clusters Score -345986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -346017.562500 Penalty: 4038.896240
	Iteration 19Q: 3 clusters Score -346017.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -346045.000000 Penalty: 4038.896240
	Iteration 20F: 3 clusters Score -346045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -346071.812500 Penalty: 4038.896240
	Iteration 21Q: 3 clusters Score -346071.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -346089.843750 Penalty: 4038.896240
	Iteration 22Q: 3 clusters Score -346089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -346099.625000 Penalty: 4038.896240
	Iteration 23Q: 3 clusters Score -346099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -346105.031250 Penalty: 4038.896240
	Iteration 24Q: 3 clusters Score -346105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -346108.406250 Penalty: 4038.896240
	Iteration 25Q: 3 clusters Score -346108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -346113.375000 Penalty: 4038.896240
	Iteration 26Q: 3 clusters Score -346113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -346114.468750 Penalty: 4038.896240
	Iteration 27Q: 3 clusters Score -346114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -346117.625000 Penalty: 4038.896240
	Iteration 28Q: 3 clusters Score -346117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -346121.687500 Penalty: 4038.896240
	Iteration 29Q: 3 clusters Score -346121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -346125.875000 Penalty: 4038.896240
	Iteration 30Q: 3 clusters Score -346125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -346130.843750 Penalty: 4038.896240
	Iteration 31Q: 3 clusters Score -346130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -346135.468750 Penalty: 4038.896240
	Iteration 32Q: 3 clusters Score -346135.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -346139.750000 Penalty: 4038.896240
	Iteration 33Q: 3 clusters Score -346139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -346141.750000 Penalty: 4038.896240
	Iteration 34Q: 3 clusters Score -346141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -346145.187500 Penalty: 4038.896240
	Iteration 35Q: 3 clusters Score -346145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -346147.687500 Penalty: 4038.896240
	Iteration 36Q: 3 clusters Score -346147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -346149.531250 Penalty: 4038.896240
	Iteration 37Q: 3 clusters Score -346149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -346151.250000 Penalty: 4038.896240
	Iteration 38Q: 3 clusters Score -346151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -346151.593750 Penalty: 4038.896240
	Iteration 39Q: 3 clusters Score -346151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -346152.937500 Penalty: 4038.896240
	Iteration 40F: 3 clusters Score -346152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -346154.750000 Penalty: 4038.896240
	Iteration 41Q: 3 clusters Score -346154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -346155.562500 Penalty: 4038.896240
	Iteration 42Q: 3 clusters Score -346155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -346157.625000 Penalty: 4038.896240
	Iteration 43Q: 3 clusters Score -346157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -346159.468750 Penalty: 4038.896240
	Iteration 44Q: 3 clusters Score -346159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -346160.906250 Penalty: 4038.896240
	Iteration 45Q: 3 clusters Score -346160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -346161.687500 Penalty: 4038.896240
	Iteration 46Q: 3 clusters Score -346161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -346161.687500 Penalty: 4038.896240
	Iteration 47F: 3 clusters Score -346161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -126087.007812 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -126087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123910.453125 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -123910.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124275.046875 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -124275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -124378.773438 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -124378.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124435.898438 Penalty: 3568.068359
	Iteration 3Q: 3 clusters Score -124435.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124460.351562 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -124460.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124469.343750 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -124469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124475.882812 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -124475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -124479.179688 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -124479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124481.421875 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -124481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124483.468750 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -124483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124484.203125 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -124484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124484.203125 Penalty: 3568.068359
	Iteration 11F: 3 clusters Score -124484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Entering Unmasked Estep 
Score: -818399.312500 Penalty: 2255.486816
	Iteration 0F: 2 clusters Score -818399.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -811461.187500 Penalty: 4510.973633
	Iteration 0F: 3 clusters Score -811461.2 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -813646.437500 Penalty: 4510.973633
	Iteration 1F: 3 clusters Score -813646.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -814186.187500 Penalty: 4510.973633
	Iteration 2F: 3 clusters Score -814186.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -814718.687500 Penalty: 4510.973633
	Iteration 3F: 3 clusters Score -814718.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -815193.750000 Penalty: 4510.973633
	Iteration 4F: 3 clusters Score -815193.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -815663.125000 Penalty: 4510.973633
	Iteration 5F: 3 clusters Score -815663.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -816102.187500 Penalty: 4510.973633
	Iteration 6F: 3 clusters Score -816102.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -816481.812500 Penalty: 4510.973633
	Iteration 7F: 3 clusters Score -816481.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -816777.125000 Penalty: 4510.973633
	Iteration 8Q: 3 clusters Score -816777.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -817040.187500 Penalty: 4510.973633
	Iteration 9Q: 3 clusters Score -817040.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -817284.312500 Penalty: 4510.973633
	Iteration 10Q: 3 clusters Score -817284.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -817505.187500 Penalty: 4510.973633
	Iteration 11Q: 3 clusters Score -817505.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -817729.187500 Penalty: 4510.973633
	Iteration 12Q: 3 clusters Score -817729.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -817911.250000 Penalty: 4510.973633
	Iteration 13Q: 3 clusters Score -817911.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -818023.000000 Penalty: 4510.973633
	Iteration 14Q: 3 clusters Score -818023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -818100.750000 Penalty: 4510.973633
	Iteration 15Q: 3 clusters Score -818100.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -818143.687500 Penalty: 4510.973633
	Iteration 16Q: 3 clusters Score -818143.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -818169.000000 Penalty: 4510.973633
	Iteration 17Q: 3 clusters Score -818169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -818179.875000 Penalty: 4510.973633
	Iteration 18Q: 3 clusters Score -818179.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -818187.875000 Penalty: 4510.973633
	Iteration 19Q: 3 clusters Score -818187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -818194.125000 Penalty: 4510.973633
	Iteration 20F: 3 clusters Score -818194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -818197.062500 Penalty: 4510.973633
	Iteration 21Q: 3 clusters Score -818197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -818197.437500 Penalty: 4510.973633
	Iteration 22Q: 3 clusters Score -818197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -818197.437500 Penalty: 4510.973633
	Iteration 23Q: 3 clusters Score -818197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -818198.687500 Penalty: 4510.973633
	Iteration 24Q: 3 clusters Score -818198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -818199.750000 Penalty: 4510.973633
	Iteration 25Q: 3 clusters Score -818199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -818199.125000 Penalty: 4510.973633
	Iteration 26Q: 3 clusters Score -818199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -818199.437500 Penalty: 4510.973633
	Iteration 27Q: 3 clusters Score -818199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -818199.437500 Penalty: 4510.973633
	Iteration 28F: 3 clusters Score -818199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (98802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Entering Unmasked Estep 
Score: -9607130.000000 Penalty: 2852.216553
	Iteration 0F: 2 clusters Score -9607130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9541167.000000 Penalty: 5704.433105
	Iteration 0F: 3 clusters Score -9541167 nChanged 46523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -9568235.000000 Penalty: 5704.433105
	Iteration 1F: 3 clusters Score -9568235 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -9569633.000000 Penalty: 5704.433105
	Iteration 2Q: 3 clusters Score -9569633 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -9571677.000000 Penalty: 5704.433105
	Iteration 3Q: 3 clusters Score -9571677 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -9574525.000000 Penalty: 5704.433105
	Iteration 4F: 3 clusters Score -9574525 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -9578234.000000 Penalty: 5704.433105
	Iteration 5F: 3 clusters Score -9578234 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -9582899.000000 Penalty: 5704.433105
	Iteration 6F: 3 clusters Score -9582899 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -9587841.000000 Penalty: 5704.433105
	Iteration 7F: 3 clusters Score -9587841 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -9592659.000000 Penalty: 5704.433105
	Iteration 8F: 3 clusters Score -9592659 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -9596786.000000 Penalty: 5704.433105
	Iteration 9F: 3 clusters Score -9596786 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -9599929.000000 Penalty: 5704.433105
	Iteration 10Q: 3 clusters Score -9599929 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -9602166.000000 Penalty: 5704.433105
	Iteration 11Q: 3 clusters Score -9602166 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -9603803.000000 Penalty: 5704.433105
	Iteration 12Q: 3 clusters Score -9603803 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -9604926.000000 Penalty: 5704.433105
	Iteration 13Q: 3 clusters Score -9604926 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -9605567.000000 Penalty: 5704.433105
	Iteration 14Q: 3 clusters Score -9605567 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -9606095.000000 Penalty: 5704.433105
	Iteration 15Q: 3 clusters Score -9606095 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -9606437.000000 Penalty: 5704.433105
	Iteration 16Q: 3 clusters Score -9606437 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -9606670.000000 Penalty: 5704.433105
	Iteration 17Q: 3 clusters Score -9606670 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -9606819.000000 Penalty: 5704.433105
	Iteration 18Q: 3 clusters Score -9606819 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -9606924.000000 Penalty: 5704.433105
	Iteration 19Q: 3 clusters Score -9606924 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -9607003.000000 Penalty: 5704.433105
	Iteration 20F: 3 clusters Score -9607003 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -9607028.000000 Penalty: 5704.433105
	Iteration 21Q: 3 clusters Score -9607028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -9607059.000000 Penalty: 5704.433105
	Iteration 22Q: 3 clusters Score -9607059 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -9607082.000000 Penalty: 5704.433105
	Iteration 23Q: 3 clusters Score -9607082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -9607090.000000 Penalty: 5704.433105
	Iteration 24Q: 3 clusters Score -9607090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -9607102.000000 Penalty: 5704.433105
	Iteration 25Q: 3 clusters Score -9607102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -9607120.000000 Penalty: 5704.433105
	Iteration 26Q: 3 clusters Score -9607120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -9607123.000000 Penalty: 5704.433105
	Iteration 27Q: 3 clusters Score -9607123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -9607122.000000 Penalty: 5704.433105
	Iteration 28Q: 3 clusters Score -9607122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -9607126.000000 Penalty: 5704.433105
	Iteration 29Q: 3 clusters Score -9607126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -9607142.000000 Penalty: 5704.433105
	Iteration 30Q: 3 clusters Score -9607142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -9607141.000000 Penalty: 5704.433105
	Iteration 31Q: 3 clusters Score -9607141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -9607137.000000 Penalty: 5704.433105
	Iteration 32Q: 3 clusters Score -9607137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -9607148.000000 Penalty: 5704.433105
	Iteration 33Q: 3 clusters Score -9607148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -9607140.000000 Penalty: 5704.433105
	Iteration 34Q: 3 clusters Score -9607140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -9607145.000000 Penalty: 5704.433105
	Iteration 35Q: 3 clusters Score -9607145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -9607138.000000 Penalty: 5704.433105
	Iteration 36Q: 3 clusters Score -9607138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -9607138.000000 Penalty: 5704.433105
	Iteration 37Q: 3 clusters Score -9607138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -9607143.000000 Penalty: 5704.433105
	Iteration 38Q: 3 clusters Score -9607143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -9607141.000000 Penalty: 5704.433105
	Iteration 39Q: 3 clusters Score -9607141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -9607133.000000 Penalty: 5704.433105
	Iteration 40F: 3 clusters Score -9607133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -9607137.000000 Penalty: 5704.433105
	Iteration 41Q: 3 clusters Score -9607137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -9607125.000000 Penalty: 5704.433105
	Iteration 42Q: 3 clusters Score -9607125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -9607140.000000 Penalty: 5704.433105
	Iteration 43Q: 3 clusters Score -9607140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -9607141.000000 Penalty: 5704.433105
	Iteration 44Q: 3 clusters Score -9607141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -9607137.000000 Penalty: 5704.433105
	Iteration 45Q: 3 clusters Score -9607137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
Score: -9607136.000000 Penalty: 5704.433105
	Iteration 46Q: 3 clusters Score -9607136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
Score: -9607135.000000 Penalty: 5704.433105
	Iteration 47Q: 3 clusters Score -9607135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
Score: -9607135.000000 Penalty: 5704.433105
	Iteration 48F: 3 clusters Score -9607135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 3631 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Mstep: Class 44 contains 95171 members 
Entering Unmasked Estep 
Score: -58961776.000000 Penalty: 145648.796875
Splitting cluster 29 changes total score from -58962172.000000 to -58961776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -401993.187500 Penalty: 2056.676025
	Iteration 0F: 2 clusters Score -401993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -398091.843750 Penalty: 4113.352051
	Iteration 0F: 3 clusters Score -398091.8 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -398996.687500 Penalty: 4113.352051
	Iteration 1F: 3 clusters Score -398996.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -399192.375000 Penalty: 4113.352051
	Iteration 2F: 3 clusters Score -399192.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -399316.093750 Penalty: 4113.352051
	Iteration 3Q: 3 clusters Score -399316.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -399393.125000 Penalty: 4113.352051
	Iteration 4Q: 3 clusters Score -399393.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -399461.593750 Penalty: 4113.352051
	Iteration 5Q: 3 clusters Score -399461.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -399521.187500 Penalty: 4113.352051
	Iteration 6Q: 3 clusters Score -399521.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -399562.062500 Penalty: 4113.352051
	Iteration 7Q: 3 clusters Score -399562.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -399594.656250 Penalty: 4113.352051
	Iteration 8Q: 3 clusters Score -399594.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -399626.937500 Penalty: 4113.352051
	Iteration 9Q: 3 clusters Score -399626.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -399651.718750 Penalty: 4113.352051
	Iteration 10Q: 3 clusters Score -399651.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -399669.906250 Penalty: 4113.352051
	Iteration 11Q: 3 clusters Score -399669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -399688.906250 Penalty: 4113.352051
	Iteration 12Q: 3 clusters Score -399688.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -399703.156250 Penalty: 4113.352051
	Iteration 13Q: 3 clusters Score -399703.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -399720.718750 Penalty: 4113.352051
	Iteration 14Q: 3 clusters Score -399720.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -399740.906250 Penalty: 4113.352051
	Iteration 15Q: 3 clusters Score -399740.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399765.437500 Penalty: 4113.352051
	Iteration 16Q: 3 clusters Score -399765.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -399792.125000 Penalty: 4113.352051
	Iteration 17Q: 3 clusters Score -399792.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -399821.187500 Penalty: 4113.352051
	Iteration 18Q: 3 clusters Score -399821.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -399854.406250 Penalty: 4113.352051
	Iteration 19Q: 3 clusters Score -399854.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -399898.625000 Penalty: 4113.352051
	Iteration 20F: 3 clusters Score -399898.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -399947.187500 Penalty: 4113.352051
	Iteration 21Q: 3 clusters Score -399947.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -400012.031250 Penalty: 4113.352051
	Iteration 22Q: 3 clusters Score -400012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -400081.218750 Penalty: 4113.352051
	Iteration 23Q: 3 clusters Score -400081.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -400162.218750 Penalty: 4113.352051
	Iteration 24Q: 3 clusters Score -400162.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -400329.812500 Penalty: 4113.352051
	Iteration 25Q: 3 clusters Score -400329.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -400534.937500 Penalty: 4113.352051
	Iteration 26Q: 3 clusters Score -400534.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -400696.468750 Penalty: 4113.352051
	Iteration 27Q: 3 clusters Score -400696.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -400877.500000 Penalty: 4113.352051
	Iteration 28Q: 3 clusters Score -400877.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -401119.218750 Penalty: 4113.352051
	Iteration 29F: 3 clusters Score -401119.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -401359.437500 Penalty: 4113.352051
	Iteration 30F: 3 clusters Score -401359.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401614.718750 Penalty: 4113.352051
	Iteration 31Q: 3 clusters Score -401614.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -401839.000000 Penalty: 4113.352051
	Iteration 32Q: 3 clusters Score -401839 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -402085.343750 Penalty: 4113.352051
	Iteration 33Q: 3 clusters Score -402085.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -402246.781250 Penalty: 4113.352051
	Iteration 34Q: 3 clusters Score -402246.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -402348.656250 Penalty: 4113.352051
	Iteration 35Q: 3 clusters Score -402348.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -402397.531250 Penalty: 4113.352051
	Iteration 36Q: 3 clusters Score -402397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402406.968750 Penalty: 4113.352051
	Iteration 37Q: 3 clusters Score -402407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402413.000000 Penalty: 4113.352051
	Iteration 38Q: 3 clusters Score -402413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -402414.687500 Penalty: 4113.352051
	Iteration 39Q: 3 clusters Score -402414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -402415.093750 Penalty: 4113.352051
	Iteration 40F: 3 clusters Score -402415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 41065 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 61614 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 35014 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 15944 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 98802 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 22290 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 3999 members 
Mstep: Class 35 contains 1207 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 10351 members 
Mstep: Class 39 contains 10339 members 
Mstep: Class 40 contains 19646 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 5954 members 
Mstep: Class 43 contains 8538 members 
Mstep: Class 44 contains 1116 members 
Entering Unmasked Estep 
Score: -58961344.000000 Penalty: 145648.796875
Splitting cluster 30 changes total score from -58962172.000000 to -58961344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (22290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Entering Unmasked Estep 
Score: -2291179.000000 Penalty: 2482.949463
	Iteration 0F: 2 clusters Score -2291179 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 11223 members 
Entering Unmasked Estep 
Score: -2275672.000000 Penalty: 4965.898926
	Iteration 0F: 3 clusters Score -2275672 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2280936.500000 Penalty: 4965.898926
	Iteration 1F: 3 clusters Score -2280936 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2281344.000000 Penalty: 4965.898926
	Iteration 2F: 3 clusters Score -2281344 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2281661.500000 Penalty: 4965.898926
	Iteration 3Q: 3 clusters Score -2281662 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2281975.000000 Penalty: 4965.898926
	Iteration 4Q: 3 clusters Score -2281975 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2282231.500000 Penalty: 4965.898926
	Iteration 5Q: 3 clusters Score -2282232 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2282466.750000 Penalty: 4965.898926
	Iteration 6Q: 3 clusters Score -2282467 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2282708.000000 Penalty: 4965.898926
	Iteration 7Q: 3 clusters Score -2282708 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2283017.750000 Penalty: 4965.898926
	Iteration 8Q: 3 clusters Score -2283018 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2283414.500000 Penalty: 4965.898926
	Iteration 9Q: 3 clusters Score -2283414 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2283897.500000 Penalty: 4965.898926
	Iteration 10Q: 3 clusters Score -2283898 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2284459.250000 Penalty: 4965.898926
	Iteration 11Q: 3 clusters Score -2284459 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2285134.500000 Penalty: 4965.898926
	Iteration 12Q: 3 clusters Score -2285134 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2285913.500000 Penalty: 4965.898926
	Iteration 13Q: 3 clusters Score -2285914 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2286736.250000 Penalty: 4965.898926
	Iteration 14Q: 3 clusters Score -2286736 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2287434.500000 Penalty: 4965.898926
	Iteration 15Q: 3 clusters Score -2287434 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2287921.250000 Penalty: 4965.898926
	Iteration 16Q: 3 clusters Score -2287921 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2288327.250000 Penalty: 4965.898926
	Iteration 17Q: 3 clusters Score -2288327 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2288604.750000 Penalty: 4965.898926
	Iteration 18Q: 3 clusters Score -2288605 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2288788.750000 Penalty: 4965.898926
	Iteration 19Q: 3 clusters Score -2288789 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2288924.750000 Penalty: 4965.898926
	Iteration 20F: 3 clusters Score -2288925 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2289017.750000 Penalty: 4965.898926
	Iteration 21Q: 3 clusters Score -2289018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2289081.750000 Penalty: 4965.898926
	Iteration 22Q: 3 clusters Score -2289082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2289140.250000 Penalty: 4965.898926
	Iteration 23Q: 3 clusters Score -2289140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2289171.750000 Penalty: 4965.898926
	Iteration 24Q: 3 clusters Score -2289172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2289193.750000 Penalty: 4965.898926
	Iteration 25Q: 3 clusters Score -2289194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2289216.000000 Penalty: 4965.898926
	Iteration 26Q: 3 clusters Score -2289216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2289229.250000 Penalty: 4965.898926
	Iteration 27Q: 3 clusters Score -2289229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2289240.750000 Penalty: 4965.898926
	Iteration 28Q: 3 clusters Score -2289241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2289252.250000 Penalty: 4965.898926
	Iteration 29Q: 3 clusters Score -2289252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2289257.000000 Penalty: 4965.898926
	Iteration 30Q: 3 clusters Score -2289257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2289264.500000 Penalty: 4965.898926
	Iteration 31Q: 3 clusters Score -2289264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2289269.250000 Penalty: 4965.898926
	Iteration 32Q: 3 clusters Score -2289269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2289277.500000 Penalty: 4965.898926
	Iteration 33Q: 3 clusters Score -2289278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2289277.750000 Penalty: 4965.898926
	Iteration 34Q: 3 clusters Score -2289278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2289287.500000 Penalty: 4965.898926
	Iteration 35Q: 3 clusters Score -2289288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2289293.750000 Penalty: 4965.898926
	Iteration 36Q: 3 clusters Score -2289294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2289298.750000 Penalty: 4965.898926
	Iteration 37Q: 3 clusters Score -2289299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2289305.250000 Penalty: 4965.898926
	Iteration 38Q: 3 clusters Score -2289305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2289308.750000 Penalty: 4965.898926
	Iteration 39Q: 3 clusters Score -2289309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2289317.750000 Penalty: 4965.898926
	Iteration 40F: 3 clusters Score -2289318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2289326.250000 Penalty: 4965.898926
	Iteration 41Q: 3 clusters Score -2289326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2289332.000000 Penalty: 4965.898926
	Iteration 42Q: 3 clusters Score -2289332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2289342.750000 Penalty: 4965.898926
	Iteration 43Q: 3 clusters Score -2289343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2289349.500000 Penalty: 4965.898926
	Iteration 44Q: 3 clusters Score -2289350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2289351.250000 Penalty: 4965.898926
	Iteration 45Q: 3 clusters Score -2289351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2289354.250000 Penalty: 4965.898926
	Iteration 46Q: 3 clusters Score -2289354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2289358.250000 Penalty: 4965.898926
	Iteration 47Q: 3 clusters Score -2289358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2289360.250000 Penalty: 4965.898926
	Iteration 48Q: 3 clusters Score -2289360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2289360.000000 Penalty: 4965.898926
	Iteration 49Q: 3 clusters Score -2289360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2289359.000000 Penalty: 4965.898926
	Iteration 50Q: 3 clusters Score -2289359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2289368.250000 Penalty: 4965.898926
	Iteration 51Q: 3 clusters Score -2289368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2289371.500000 Penalty: 4965.898926
	Iteration 52Q: 3 clusters Score -2289372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2289374.000000 Penalty: 4965.898926
	Iteration 53Q: 3 clusters Score -2289374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2289377.250000 Penalty: 4965.898926
	Iteration 54Q: 3 clusters Score -2289377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2289380.250000 Penalty: 4965.898926
	Iteration 55Q: 3 clusters Score -2289380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2289378.750000 Penalty: 4965.898926
	Iteration 56Q: 3 clusters Score -2289379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2289380.750000 Penalty: 4965.898926
	Iteration 57Q: 3 clusters Score -2289381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2289382.500000 Penalty: 4965.898926
	Iteration 58Q: 3 clusters Score -2289382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2289382.500000 Penalty: 4965.898926
	Iteration 59F: 3 clusters Score -2289382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -555371.625000 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -555371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -550182.062500 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -550182.1 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -551631.250000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -551631.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -551985.625000 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -551985.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -552261.312500 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -552261.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -552459.437500 Penalty: 4316.609863
	Iteration 4F: 3 clusters Score -552459.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -552649.500000 Penalty: 4316.609863
	Iteration 5Q: 3 clusters Score -552649.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -552842.937500 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -552842.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -553023.312500 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -553023.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -553209.062500 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -553209.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -553412.250000 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -553412.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -553574.625000 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -553574.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -553712.937500 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -553712.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -553819.437500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -553819.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -553906.687500 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -553906.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -553981.437500 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -553981.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -554040.312500 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -554040.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -554092.187500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -554092.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -554134.500000 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -554134.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -554174.062500 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -554174.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -554207.937500 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -554207.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -554241.375000 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -554241.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -554278.125000 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -554278.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -554312.500000 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -554312.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -554339.375000 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -554339.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -554378.562500 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -554378.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -554417.437500 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -554417.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -554443.250000 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -554443.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -554463.250000 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -554463.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -554476.125000 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -554476.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -554495.812500 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -554495.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -554514.187500 Penalty: 4316.609863
	Iteration 30Q: 3 clusters Score -554514.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -554536.187500 Penalty: 4316.609863
	Iteration 31Q: 3 clusters Score -554536.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -554551.375000 Penalty: 4316.609863
	Iteration 32Q: 3 clusters Score -554551.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -554572.000000 Penalty: 4316.609863
	Iteration 33Q: 3 clusters Score -554572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -554586.625000 Penalty: 4316.609863
	Iteration 34Q: 3 clusters Score -554586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -554596.812500 Penalty: 4316.609863
	Iteration 35Q: 3 clusters Score -554596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -554610.625000 Penalty: 4316.609863
	Iteration 36Q: 3 clusters Score -554610.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -554616.937500 Penalty: 4316.609863
	Iteration 37Q: 3 clusters Score -554616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -554620.687500 Penalty: 4316.609863
	Iteration 38Q: 3 clusters Score -554620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -554625.062500 Penalty: 4316.609863
	Iteration 39Q: 3 clusters Score -554625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -554628.875000 Penalty: 4316.609863
	Iteration 40F: 3 clusters Score -554628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -554633.750000 Penalty: 4316.609863
	Iteration 41Q: 3 clusters Score -554633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -554635.750000 Penalty: 4316.609863
	Iteration 42Q: 3 clusters Score -554635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -554639.312500 Penalty: 4316.609863
	Iteration 43Q: 3 clusters Score -554639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -554641.187500 Penalty: 4316.609863
	Iteration 44Q: 3 clusters Score -554641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -554641.437500 Penalty: 4316.609863
	Iteration 45Q: 3 clusters Score -554641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -554641.375000 Penalty: 4316.609863
	Iteration 46Q: 3 clusters Score -554641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -554642.187500 Penalty: 4316.609863
	Iteration 47Q: 3 clusters Score -554642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -554642.187500 Penalty: 4316.609863
	Iteration 48F: 3 clusters Score -554642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -561894.687500 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -561894.7 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 2771 members 
Entering Unmasked Estep 
Score: -557005.687500 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -557005.7 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -558192.312500 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -558192.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -558424.937500 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -558424.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -558560.812500 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -558560.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -558653.500000 Penalty: 4277.718262
	Iteration 4Q: 3 clusters Score -558653.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -558712.937500 Penalty: 4277.718262
	Iteration 5Q: 3 clusters Score -558712.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -558773.062500 Penalty: 4277.718262
	Iteration 6Q: 3 clusters Score -558773.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -558814.312500 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -558814.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -558857.187500 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -558857.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -558906.312500 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -558906.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -558970.500000 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -558970.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -559031.875000 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -559031.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -559085.750000 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -559085.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -559138.875000 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -559138.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -559202.625000 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -559202.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -559277.187500 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -559277.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -559345.687500 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -559345.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -559406.375000 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -559406.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -559450.125000 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -559450.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -559493.687500 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -559493.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -559539.625000 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -559539.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -559604.812500 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -559604.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -559669.625000 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -559669.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -559719.875000 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -559719.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -559770.500000 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -559770.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -559812.312500 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -559812.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -559852.375000 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -559852.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -559887.250000 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -559887.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -559914.812500 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -559914.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -559940.812500 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -559940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -559959.812500 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -559959.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -559970.937500 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -559970.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -559981.375000 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -559981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -559984.687500 Penalty: 4277.718262
	Iteration 33Q: 3 clusters Score -559984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -559985.375000 Penalty: 4277.718262
	Iteration 34Q: 3 clusters Score -559985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -559985.812500 Penalty: 4277.718262
	Iteration 35Q: 3 clusters Score -559985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -559990.062500 Penalty: 4277.718262
	Iteration 36Q: 3 clusters Score -559990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -559992.625000 Penalty: 4277.718262
	Iteration 37Q: 3 clusters Score -559992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -559996.000000 Penalty: 4277.718262
	Iteration 38Q: 3 clusters Score -559996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -559997.937500 Penalty: 4277.718262
	Iteration 39Q: 3 clusters Score -559997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -560002.875000 Penalty: 4277.718262
	Iteration 40F: 3 clusters Score -560002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -560007.187500 Penalty: 4277.718262
	Iteration 41Q: 3 clusters Score -560007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -560011.437500 Penalty: 4277.718262
	Iteration 42Q: 3 clusters Score -560011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -560014.937500 Penalty: 4277.718262
	Iteration 43Q: 3 clusters Score -560014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -560017.000000 Penalty: 4277.718262
	Iteration 44Q: 3 clusters Score -560017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -560019.562500 Penalty: 4277.718262
	Iteration 45Q: 3 clusters Score -560019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -560019.875000 Penalty: 4277.718262
	Iteration 46Q: 3 clusters Score -560019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -560020.812500 Penalty: 4277.718262
	Iteration 47Q: 3 clusters Score -560020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -560021.937500 Penalty: 4277.718262
	Iteration 48Q: 3 clusters Score -560021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -560023.000000 Penalty: 4277.718262
	Iteration 49Q: 3 clusters Score -560023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -560023.750000 Penalty: 4277.718262
	Iteration 50Q: 3 clusters Score -560023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -560023.750000 Penalty: 4277.718262
	Iteration 51F: 3 clusters Score -560023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Entering Unmasked Estep 
Score: -362542.750000 Penalty: 2056.862305
	Iteration 0F: 2 clusters Score -362542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -358715.343750 Penalty: 4113.724609
	Iteration 0F: 3 clusters Score -358715.3 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -359758.906250 Penalty: 4113.724609
	Iteration 1F: 3 clusters Score -359758.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -360016.281250 Penalty: 4113.724609
	Iteration 2F: 3 clusters Score -360016.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -360215.000000 Penalty: 4113.724609
	Iteration 3F: 3 clusters Score -360215 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -360406.406250 Penalty: 4113.724609
	Iteration 4F: 3 clusters Score -360406.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -360566.031250 Penalty: 4113.724609
	Iteration 5Q: 3 clusters Score -360566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -360699.281250 Penalty: 4113.724609
	Iteration 6Q: 3 clusters Score -360699.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -360819.906250 Penalty: 4113.724609
	Iteration 7Q: 3 clusters Score -360819.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -360962.687500 Penalty: 4113.724609
	Iteration 8Q: 3 clusters Score -360962.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -361093.062500 Penalty: 4113.724609
	Iteration 9Q: 3 clusters Score -361093.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -361205.156250 Penalty: 4113.724609
	Iteration 10Q: 3 clusters Score -361205.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -361312.750000 Penalty: 4113.724609
	Iteration 11Q: 3 clusters Score -361312.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -361396.968750 Penalty: 4113.724609
	Iteration 12Q: 3 clusters Score -361397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -361467.843750 Penalty: 4113.724609
	Iteration 13Q: 3 clusters Score -361467.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -361526.000000 Penalty: 4113.724609
	Iteration 14Q: 3 clusters Score -361526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361573.875000 Penalty: 4113.724609
	Iteration 15Q: 3 clusters Score -361573.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -361604.968750 Penalty: 4113.724609
	Iteration 16Q: 3 clusters Score -361605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -361623.468750 Penalty: 4113.724609
	Iteration 17Q: 3 clusters Score -361623.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -361630.968750 Penalty: 4113.724609
	Iteration 18Q: 3 clusters Score -361631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -361641.968750 Penalty: 4113.724609
	Iteration 19Q: 3 clusters Score -361642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -361653.843750 Penalty: 4113.724609
	Iteration 20F: 3 clusters Score -361653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -361661.937500 Penalty: 4113.724609
	Iteration 21Q: 3 clusters Score -361661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -361664.093750 Penalty: 4113.724609
	Iteration 22Q: 3 clusters Score -361664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -361665.281250 Penalty: 4113.724609
	Iteration 23Q: 3 clusters Score -361665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -361666.156250 Penalty: 4113.724609
	Iteration 24Q: 3 clusters Score -361666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -361666.718750 Penalty: 4113.724609
	Iteration 25Q: 3 clusters Score -361666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -361667.343750 Penalty: 4113.724609
	Iteration 26Q: 3 clusters Score -361667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -361667.343750 Penalty: 4113.724609
	Iteration 27F: 3 clusters Score -361667.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -107260.406250 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -107260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -105138.132812 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -105138.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105510.851562 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -105510.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105599.375000 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -105599.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105657.164062 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -105657.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105680.976562 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -105681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105708.507812 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -105708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -105742.726562 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -105742.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -105767.757812 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -105767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105786.648438 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -105786.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105812.953125 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -105813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105836.289062 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -105836.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -105861.820312 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -105861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105889.429688 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -105889.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105927.351562 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -105927.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105957.890625 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -105957.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -105999.070312 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -105999.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106052.156250 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -106052.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -106117.382812 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -106117.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106181.656250 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -106181.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -106195.710938 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -106195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -106202.773438 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -106202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -106213.117188 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -106213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106223.398438 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -106223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106229.671875 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -106229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106236.742188 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -106236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106247.898438 Penalty: 3519.563232
	Iteration 25Q: 3 clusters Score -106247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -106262.828125 Penalty: 3519.563232
	Iteration 26Q: 3 clusters Score -106262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -106270.156250 Penalty: 3519.563232
	Iteration 27Q: 3 clusters Score -106270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -106274.273438 Penalty: 3519.563232
	Iteration 28Q: 3 clusters Score -106274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106277.164062 Penalty: 3519.563232
	Iteration 29Q: 3 clusters Score -106277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106285.335938 Penalty: 3519.563232
	Iteration 30Q: 3 clusters Score -106285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106291.132812 Penalty: 3519.563232
	Iteration 31Q: 3 clusters Score -106291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -106292.382812 Penalty: 3519.563232
	Iteration 32Q: 3 clusters Score -106292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -106292.382812 Penalty: 3519.563232
	Iteration 33F: 3 clusters Score -106292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -124152.765625 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -124152.8 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 762 members 
Entering Unmasked Estep 
Score: -121900.851562 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -121900.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122352.859375 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -122352.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122492.554688 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -122492.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122601.476562 Penalty: 3610.884033
	Iteration 3Q: 3 clusters Score -122601.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122689.812500 Penalty: 3610.884033
	Iteration 4Q: 3 clusters Score -122689.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122746.367188 Penalty: 3610.884033
	Iteration 5Q: 3 clusters Score -122746.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122805.328125 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -122805.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122851.359375 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -122851.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122885.414062 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -122885.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122911.632812 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -122911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122933.007812 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -122933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122967.476562 Penalty: 3610.884033
	Iteration 11Q: 3 clusters Score -122967.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122996.703125 Penalty: 3610.884033
	Iteration 12Q: 3 clusters Score -122996.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123026.132812 Penalty: 3610.884033
	Iteration 13Q: 3 clusters Score -123026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123056.015625 Penalty: 3610.884033
	Iteration 14Q: 3 clusters Score -123056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -123085.570312 Penalty: 3610.884033
	Iteration 15Q: 3 clusters Score -123085.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -123113.320312 Penalty: 3610.884033
	Iteration 16Q: 3 clusters Score -123113.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -123145.367188 Penalty: 3610.884033
	Iteration 17Q: 3 clusters Score -123145.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -123168.570312 Penalty: 3610.884033
	Iteration 18Q: 3 clusters Score -123168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -123179.546875 Penalty: 3610.884033
	Iteration 19Q: 3 clusters Score -123179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123188.632812 Penalty: 3610.884033
	Iteration 20F: 3 clusters Score -123188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123194.398438 Penalty: 3610.884033
	Iteration 21Q: 3 clusters Score -123194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123200.914062 Penalty: 3610.884033
	Iteration 22Q: 3 clusters Score -123200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -123208.593750 Penalty: 3610.884033
	Iteration 23Q: 3 clusters Score -123208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -123216.632812 Penalty: 3610.884033
	Iteration 24Q: 3 clusters Score -123216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -123219.875000 Penalty: 3610.884033
	Iteration 25Q: 3 clusters Score -123219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123223.781250 Penalty: 3610.884033
	Iteration 26Q: 3 clusters Score -123223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -123226.726562 Penalty: 3610.884033
	Iteration 27Q: 3 clusters Score -123226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -123228.835938 Penalty: 3610.884033
	Iteration 28Q: 3 clusters Score -123228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123229.335938 Penalty: 3610.884033
	Iteration 29Q: 3 clusters Score -123229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123231.890625 Penalty: 3610.884033
	Iteration 30Q: 3 clusters Score -123231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -123232.109375 Penalty: 3610.884033
	Iteration 31Q: 3 clusters Score -123232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -123232.109375 Penalty: 3610.884033
	Iteration 32F: 3 clusters Score -123232.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -641649.937500 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -641649.9 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 3226 members 
Entering Unmasked Estep 
Score: -636298.187500 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -636298.2 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -637755.937500 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -637755.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -638012.750000 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -638012.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -638162.437500 Penalty: 4342.923828
	Iteration 3F: 3 clusters Score -638162.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -638262.562500 Penalty: 4342.923828
	Iteration 4Q: 3 clusters Score -638262.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -638351.750000 Penalty: 4342.923828
	Iteration 5Q: 3 clusters Score -638351.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -638444.812500 Penalty: 4342.923828
	Iteration 6Q: 3 clusters Score -638444.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -638546.500000 Penalty: 4342.923828
	Iteration 7Q: 3 clusters Score -638546.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -638661.312500 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -638661.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -638784.812500 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -638784.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -638911.625000 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -638911.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -639045.562500 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -639045.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -639164.812500 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -639164.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -639269.312500 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -639269.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -639356.312500 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -639356.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -639447.625000 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -639447.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -639529.312500 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -639529.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -639591.812500 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -639591.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -639640.437500 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -639640.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -639695.437500 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -639695.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -639738.625000 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -639738.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -639763.687500 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -639763.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -639785.062500 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -639785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -639801.875000 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -639801.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -639811.687500 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -639811.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -639826.937500 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -639826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -639836.187500 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -639836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -639839.062500 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -639839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -639841.562500 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -639841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -639845.562500 Penalty: 4342.923828
	Iteration 29Q: 3 clusters Score -639845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -639846.687500 Penalty: 4342.923828
	Iteration 30Q: 3 clusters Score -639846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -639847.625000 Penalty: 4342.923828
	Iteration 31Q: 3 clusters Score -639847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -639849.125000 Penalty: 4342.923828
	Iteration 32Q: 3 clusters Score -639849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -639848.750000 Penalty: 4342.923828
	Iteration 33Q: 3 clusters Score -639848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -639848.750000 Penalty: 4342.923828
	Iteration 34F: 3 clusters Score -639848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Entering Unmasked Estep 
Score: -992475.062500 Penalty: 2292.719971
	Iteration 0F: 2 clusters Score -992475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -984623.312500 Penalty: 4585.439941
	Iteration 0F: 3 clusters Score -984623.3 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -987222.625000 Penalty: 4585.439941
	Iteration 1F: 3 clusters Score -987222.6 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -987639.562500 Penalty: 4585.439941
	Iteration 2F: 3 clusters Score -987639.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -987948.937500 Penalty: 4585.439941
	Iteration 3F: 3 clusters Score -987948.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -988181.312500 Penalty: 4585.439941
	Iteration 4Q: 3 clusters Score -988181.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -988406.625000 Penalty: 4585.439941
	Iteration 5Q: 3 clusters Score -988406.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -988623.750000 Penalty: 4585.439941
	Iteration 6Q: 3 clusters Score -988623.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -988821.000000 Penalty: 4585.439941
	Iteration 7Q: 3 clusters Score -988821 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -989019.625000 Penalty: 4585.439941
	Iteration 8Q: 3 clusters Score -989019.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -989217.062500 Penalty: 4585.439941
	Iteration 9Q: 3 clusters Score -989217.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -989415.187500 Penalty: 4585.439941
	Iteration 10Q: 3 clusters Score -989415.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -989593.625000 Penalty: 4585.439941
	Iteration 11Q: 3 clusters Score -989593.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -989752.437500 Penalty: 4585.439941
	Iteration 12Q: 3 clusters Score -989752.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -989904.375000 Penalty: 4585.439941
	Iteration 13Q: 3 clusters Score -989904.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -990017.687500 Penalty: 4585.439941
	Iteration 14Q: 3 clusters Score -990017.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -990095.750000 Penalty: 4585.439941
	Iteration 15Q: 3 clusters Score -990095.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -990166.437500 Penalty: 4585.439941
	Iteration 16Q: 3 clusters Score -990166.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -990234.687500 Penalty: 4585.439941
	Iteration 17Q: 3 clusters Score -990234.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -990295.437500 Penalty: 4585.439941
	Iteration 18Q: 3 clusters Score -990295.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -990342.500000 Penalty: 4585.439941
	Iteration 19Q: 3 clusters Score -990342.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -990375.250000 Penalty: 4585.439941
	Iteration 20F: 3 clusters Score -990375.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -990407.562500 Penalty: 4585.439941
	Iteration 21Q: 3 clusters Score -990407.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -990434.937500 Penalty: 4585.439941
	Iteration 22Q: 3 clusters Score -990434.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -990466.187500 Penalty: 4585.439941
	Iteration 23Q: 3 clusters Score -990466.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -990495.562500 Penalty: 4585.439941
	Iteration 24Q: 3 clusters Score -990495.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -990514.937500 Penalty: 4585.439941
	Iteration 25Q: 3 clusters Score -990514.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -990537.875000 Penalty: 4585.439941
	Iteration 26Q: 3 clusters Score -990537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -990546.437500 Penalty: 4585.439941
	Iteration 27Q: 3 clusters Score -990546.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -990560.500000 Penalty: 4585.439941
	Iteration 28Q: 3 clusters Score -990560.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -990575.812500 Penalty: 4585.439941
	Iteration 29Q: 3 clusters Score -990575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -990591.125000 Penalty: 4585.439941
	Iteration 30Q: 3 clusters Score -990591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -990604.125000 Penalty: 4585.439941
	Iteration 31Q: 3 clusters Score -990604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -990611.437500 Penalty: 4585.439941
	Iteration 32Q: 3 clusters Score -990611.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -990619.187500 Penalty: 4585.439941
	Iteration 33Q: 3 clusters Score -990619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -990624.625000 Penalty: 4585.439941
	Iteration 34Q: 3 clusters Score -990624.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -990634.812500 Penalty: 4585.439941
	Iteration 35Q: 3 clusters Score -990634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -990641.562500 Penalty: 4585.439941
	Iteration 36Q: 3 clusters Score -990641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -990647.312500 Penalty: 4585.439941
	Iteration 37Q: 3 clusters Score -990647.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -990652.562500 Penalty: 4585.439941
	Iteration 38Q: 3 clusters Score -990652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -990655.625000 Penalty: 4585.439941
	Iteration 39Q: 3 clusters Score -990655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -990655.312500 Penalty: 4585.439941
	Iteration 40F: 3 clusters Score -990655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -990656.687500 Penalty: 4585.439941
	Iteration 41Q: 3 clusters Score -990656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -990656.500000 Penalty: 4585.439941
	Iteration 42Q: 3 clusters Score -990656.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -990656.500000 Penalty: 4585.439941
	Iteration 43F: 3 clusters Score -990656.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Entering Unmasked Estep 
Score: -981781.375000 Penalty: 2292.432129
	Iteration 0F: 2 clusters Score -981781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -973900.687500 Penalty: 4584.864258
	Iteration 0F: 3 clusters Score -973900.7 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -976244.937500 Penalty: 4584.864258
	Iteration 1F: 3 clusters Score -976244.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -976556.312500 Penalty: 4584.864258
	Iteration 2F: 3 clusters Score -976556.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -976788.062500 Penalty: 4584.864258
	Iteration 3F: 3 clusters Score -976788.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -976977.375000 Penalty: 4584.864258
	Iteration 4Q: 3 clusters Score -976977.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -977160.687500 Penalty: 4584.864258
	Iteration 5Q: 3 clusters Score -977160.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -977344.000000 Penalty: 4584.864258
	Iteration 6Q: 3 clusters Score -977344 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -977491.875000 Penalty: 4584.864258
	Iteration 7Q: 3 clusters Score -977491.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -977682.125000 Penalty: 4584.864258
	Iteration 8Q: 3 clusters Score -977682.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -977920.062500 Penalty: 4584.864258
	Iteration 9Q: 3 clusters Score -977920.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -978170.625000 Penalty: 4584.864258
	Iteration 10Q: 3 clusters Score -978170.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -978450.750000 Penalty: 4584.864258
	Iteration 11Q: 3 clusters Score -978450.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -978780.937500 Penalty: 4584.864258
	Iteration 12Q: 3 clusters Score -978780.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -979095.125000 Penalty: 4584.864258
	Iteration 13Q: 3 clusters Score -979095.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -979329.187500 Penalty: 4584.864258
	Iteration 14Q: 3 clusters Score -979329.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -979516.500000 Penalty: 4584.864258
	Iteration 15Q: 3 clusters Score -979516.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -979647.625000 Penalty: 4584.864258
	Iteration 16Q: 3 clusters Score -979647.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -979726.250000 Penalty: 4584.864258
	Iteration 17Q: 3 clusters Score -979726.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -979789.062500 Penalty: 4584.864258
	Iteration 18Q: 3 clusters Score -979789.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -979852.062500 Penalty: 4584.864258
	Iteration 19Q: 3 clusters Score -979852.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -979905.062500 Penalty: 4584.864258
	Iteration 20F: 3 clusters Score -979905.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -979934.437500 Penalty: 4584.864258
	Iteration 21Q: 3 clusters Score -979934.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -979960.500000 Penalty: 4584.864258
	Iteration 22Q: 3 clusters Score -979960.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -979971.125000 Penalty: 4584.864258
	Iteration 23Q: 3 clusters Score -979971.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -979983.000000 Penalty: 4584.864258
	Iteration 24Q: 3 clusters Score -979983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -979987.750000 Penalty: 4584.864258
	Iteration 25Q: 3 clusters Score -979987.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -979990.500000 Penalty: 4584.864258
	Iteration 26Q: 3 clusters Score -979990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -979995.312500 Penalty: 4584.864258
	Iteration 27Q: 3 clusters Score -979995.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -979997.250000 Penalty: 4584.864258
	Iteration 28Q: 3 clusters Score -979997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -979999.375000 Penalty: 4584.864258
	Iteration 29Q: 3 clusters Score -979999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -980004.687500 Penalty: 4584.864258
	Iteration 30Q: 3 clusters Score -980004.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -980009.312500 Penalty: 4584.864258
	Iteration 31Q: 3 clusters Score -980009.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -980012.500000 Penalty: 4584.864258
	Iteration 32Q: 3 clusters Score -980012.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -980022.375000 Penalty: 4584.864258
	Iteration 33Q: 3 clusters Score -980022.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -980024.875000 Penalty: 4584.864258
	Iteration 34Q: 3 clusters Score -980024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -980027.875000 Penalty: 4584.864258
	Iteration 35Q: 3 clusters Score -980027.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -980032.437500 Penalty: 4584.864258
	Iteration 36Q: 3 clusters Score -980032.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -980033.000000 Penalty: 4584.864258
	Iteration 37Q: 3 clusters Score -980033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -980035.687500 Penalty: 4584.864258
	Iteration 38Q: 3 clusters Score -980035.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -980037.875000 Penalty: 4584.864258
	Iteration 39Q: 3 clusters Score -980037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -980037.375000 Penalty: 4584.864258
	Iteration 40F: 3 clusters Score -980037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -980037.562500 Penalty: 4584.864258
	Iteration 41Q: 3 clusters Score -980037.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -980040.250000 Penalty: 4584.864258
	Iteration 42Q: 3 clusters Score -980040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -980040.625000 Penalty: 4584.864258
	Iteration 43Q: 3 clusters Score -980040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -980039.562500 Penalty: 4584.864258
	Iteration 44Q: 3 clusters Score -980039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -980041.625000 Penalty: 4584.864258
	Iteration 45Q: 3 clusters Score -980041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -980043.625000 Penalty: 4584.864258
	Iteration 46Q: 3 clusters Score -980043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -980043.062500 Penalty: 4584.864258
	Iteration 47Q: 3 clusters Score -980043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -980046.375000 Penalty: 4584.864258
	Iteration 48Q: 3 clusters Score -980046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -980047.500000 Penalty: 4584.864258
	Iteration 49Q: 3 clusters Score -980047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -980045.750000 Penalty: 4584.864258
	Iteration 50Q: 3 clusters Score -980045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -980049.625000 Penalty: 4584.864258
	Iteration 51Q: 3 clusters Score -980049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -980050.437500 Penalty: 4584.864258
	Iteration 52Q: 3 clusters Score -980050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -980050.875000 Penalty: 4584.864258
	Iteration 53Q: 3 clusters Score -980050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -980050.687500 Penalty: 4584.864258
	Iteration 54Q: 3 clusters Score -980050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -980050.937500 Penalty: 4584.864258
	Iteration 55Q: 3 clusters Score -980050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -980052.437500 Penalty: 4584.864258
	Iteration 56Q: 3 clusters Score -980052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -980052.437500 Penalty: 4584.864258
	Iteration 57F: 3 clusters Score -980052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Entering Unmasked Estep 
Score: -1966054.750000 Penalty: 2451.635986
	Iteration 0F: 2 clusters Score -1966055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1952288.125000 Penalty: 4903.271973
	Iteration 0F: 3 clusters Score -1952288 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1956851.625000 Penalty: 4903.271973
	Iteration 1F: 3 clusters Score -1956852 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1957220.750000 Penalty: 4903.271973
	Iteration 2F: 3 clusters Score -1957221 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1957525.625000 Penalty: 4903.271973
	Iteration 3Q: 3 clusters Score -1957526 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1957760.125000 Penalty: 4903.271973
	Iteration 4Q: 3 clusters Score -1957760 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1958000.625000 Penalty: 4903.271973
	Iteration 5Q: 3 clusters Score -1958001 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1958312.875000 Penalty: 4903.271973
	Iteration 6Q: 3 clusters Score -1958313 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1958676.875000 Penalty: 4903.271973
	Iteration 7Q: 3 clusters Score -1958677 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1959150.875000 Penalty: 4903.271973
	Iteration 8Q: 3 clusters Score -1959151 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1959775.500000 Penalty: 4903.271973
	Iteration 9F: 3 clusters Score -1959776 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1960585.500000 Penalty: 4903.271973
	Iteration 10F: 3 clusters Score -1960586 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1961541.250000 Penalty: 4903.271973
	Iteration 11F: 3 clusters Score -1961541 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1962353.250000 Penalty: 4903.271973
	Iteration 12Q: 3 clusters Score -1962353 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1962990.750000 Penalty: 4903.271973
	Iteration 13Q: 3 clusters Score -1962991 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1963382.750000 Penalty: 4903.271973
	Iteration 14Q: 3 clusters Score -1963383 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -1963567.000000 Penalty: 4903.271973
	Iteration 15Q: 3 clusters Score -1963567 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1963686.625000 Penalty: 4903.271973
	Iteration 16Q: 3 clusters Score -1963687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1963755.375000 Penalty: 4903.271973
	Iteration 17Q: 3 clusters Score -1963755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1963789.750000 Penalty: 4903.271973
	Iteration 18Q: 3 clusters Score -1963790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1963813.625000 Penalty: 4903.271973
	Iteration 19Q: 3 clusters Score -1963814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1963846.500000 Penalty: 4903.271973
	Iteration 20F: 3 clusters Score -1963846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1963854.750000 Penalty: 4903.271973
	Iteration 21Q: 3 clusters Score -1963855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1963866.750000 Penalty: 4903.271973
	Iteration 22Q: 3 clusters Score -1963867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1963875.750000 Penalty: 4903.271973
	Iteration 23Q: 3 clusters Score -1963876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1963883.500000 Penalty: 4903.271973
	Iteration 24Q: 3 clusters Score -1963884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -1963893.500000 Penalty: 4903.271973
	Iteration 25Q: 3 clusters Score -1963894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1963898.750000 Penalty: 4903.271973
	Iteration 26Q: 3 clusters Score -1963899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1963905.250000 Penalty: 4903.271973
	Iteration 27Q: 3 clusters Score -1963905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1963911.375000 Penalty: 4903.271973
	Iteration 28Q: 3 clusters Score -1963911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1963921.250000 Penalty: 4903.271973
	Iteration 29Q: 3 clusters Score -1963921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1963925.375000 Penalty: 4903.271973
	Iteration 30Q: 3 clusters Score -1963925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1963926.875000 Penalty: 4903.271973
	Iteration 31Q: 3 clusters Score -1963927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1963925.125000 Penalty: 4903.271973
	Iteration 32Q: 3 clusters Score -1963925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1963925.125000 Penalty: 4903.271973
	Iteration 33F: 3 clusters Score -1963925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Entering Unmasked Estep 
Score: -2328951.500000 Penalty: 2496.154541
	Iteration 0F: 2 clusters Score -2328952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2312666.000000 Penalty: 4992.309082
	Iteration 0F: 3 clusters Score -2312666 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2318415.500000 Penalty: 4992.309082
	Iteration 1F: 3 clusters Score -2318416 nChanged 1497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2319184 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2320061.500000 Penalty: 4992.309082
	Iteration 3F: 3 clusters Score -2320062 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2321029.250000 Penalty: 4992.309082
	Iteration 4F: 3 clusters Score -2321029 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2321950.500000 Penalty: 4992.309082
	Iteration 5F: 3 clusters Score -2321950 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2322794.750000 Penalty: 4992.309082
	Iteration 6F: 3 clusters Score -2322795 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2323476.000000 Penalty: 4992.309082
	Iteration 7F: 3 clusters Score -2323476 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2323954.250000 Penalty: 4992.309082
	Iteration 8Q: 3 clusters Score -2323954 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2324315 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2324607.250000 Penalty: 4992.309082
	Iteration 10Q: 3 clusters Score -2324607 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2324840.750000 Penalty: 4992.309082
	Iteration 11Q: 3 clusters Score -2324841 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2325025.000000 Penalty: 4992.309082
	Iteration 12Q: 3 clusters Score -2325025 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2325170.750000 Penalty: 4992.309082
	Iteration 13Q: 3 clusters Score -2325171 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2325277.500000 Penalty: 4992.309082
	Iteration 14Q: 3 clusters Score -2325278 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2325361.500000 Penalty: 4992.309082
	Iteration 15Q: 3 clusters Score -2325362 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2325417.250000 Penalty: 4992.309082
	Iteration 16Q: 3 clusters Score -2325417 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2325475.000000 Penalty: 4992.309082
	Iteration 17Q: 3 clusters Score -2325475 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2325512.250000 Penalty: 4992.309082
	Iteration 18Q: 3 clusters Score -2325512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2325555.000000 Penalty: 4992.309082
	Iteration 19Q: 3 clusters Score -2325555 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2325586.750000 Penalty: 4992.309082
	Iteration 20F: 3 clusters Score -2325587 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2325623.250000 Penalty: 4992.309082
	Iteration 21Q: 3 clusters Score -2325623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2325642.750000 Penalty: 4992.309082
	Iteration 22Q: 3 clusters Score -2325643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2325667.000000 Penalty: 4992.309082
	Iteration 23Q: 3 clusters Score -2325667 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2325696.500000 Penalty: 4992.309082
	Iteration 24Q: 3 clusters Score -2325696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2325725.250000 Penalty: 4992.309082
	Iteration 25Q: 3 clusters Score -2325725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2325745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2325774.750000 Penalty: 4992.309082
	Iteration 27Q: 3 clusters Score -2325775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2325795.000000 Penalty: 4992.309082
	Iteration 28Q: 3 clusters Score -2325795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2325803.500000 Penalty: 4992.309082
	Iteration 29Q: 3 clusters Score -2325804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2325823.000000 Penalty: 4992.309082
	Iteration 30Q: 3 clusters Score -2325823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2325834.500000 Penalty: 4992.309082
	Iteration 31Q: 3 clusters Score -2325834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2325847.750000 Penalty: 4992.309082
	Iteration 32Q: 3 clusters Score -2325848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2325862.250000 Penalty: 4992.309082
	Iteration 33Q: 3 clusters Score -2325862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2325873.250000 Penalty: 4992.309082
	Iteration 34Q: 3 clusters Score -2325873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2325896.250000 Penalty: 4992.309082
	Iteration 35Q: 3 clusters Score -2325896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2325907.250000 Penalty: 4992.309082
	Iteration 36Q: 3 clusters Score -2325907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2325931.500000 Penalty: 4992.309082
	Iteration 37Q: 3 clusters Score -2325932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2325944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2325970.250000 Penalty: 4992.309082
	Iteration 39Q: 3 clusters Score -2325970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2325990.500000 Penalty: 4992.309082
	Iteration 40F: 3 clusters Score -2325990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2325991.250000 Penalty: 4992.309082
	Iteration 41Q: 3 clusters Score -2325991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2326003.750000 Penalty: 4992.309082
	Iteration 42Q: 3 clusters Score -2326004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2326016.750000 Penalty: 4992.309082
	Iteration 43Q: 3 clusters Score -2326017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2326018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2326027.500000 Penalty: 4992.309082
	Iteration 45Q: 3 clusters Score -2326028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2326025.750000 Penalty: 4992.309082
	Iteration 46Q: 3 clusters Score -2326026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2326022.250000 Penalty: 4992.309082
	Iteration 47Q: 3 clusters Score -2326022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2326037.000000 Penalty: 4992.309082
	Iteration 48Q: 3 clusters Score -2326037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2326048.250000 Penalty: 4992.309082
	Iteration 49Q: 3 clusters Score -2326048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2326060.500000 Penalty: 4992.309082
	Iteration 50Q: 3 clusters Score -2326060 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2326069.500000 Penalty: 4992.309082
	Iteration 51Q: 3 clusters Score -2326070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2326071.250000 Penalty: 4992.309082
	Iteration 52Q: 3 clusters Score -2326071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2326079.750000 Penalty: 4992.309082
	Iteration 53Q: 3 clusters Score -2326080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2326091.000000 Penalty: 4992.309082
	Iteration 54Q: 3 clusters Score -2326091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2326107.750000 Penalty: 4992.309082
	Iteration 55Q: 3 clusters Score -2326108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2326124.500000 Penalty: 4992.309082
	Iteration 56Q: 3 clusters Score -2326124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2326131.250000 Penalty: 4992.309082
	Iteration 57Q: 3 clusters Score -2326131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2326148.750000 Penalty: 4992.309082
	Iteration 58Q: 3 clusters Score -2326149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2326154.500000 Penalty: 4992.309082
	Iteration 59Q: 3 clusters Score -2326154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2326163.250000 Penalty: 4992.309082
	Iteration 60F: 3 clusters Score -2326163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2326170.750000 Penalty: 4992.309082
	Iteration 61Q: 3 clusters Score -2326171 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2326180.500000 Penalty: 4992.309082
	Iteration 62Q: 3 clusters Score -2326180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2326194.250000 Penalty: 4992.309082
	Iteration 63Q: 3 clusters Score -2326194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2326217.750000 Penalty: 4992.309082
	Iteration 64Q: 3 clusters Score -2326218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2326224.750000 Penalty: 4992.309082
	Iteration 65Q: 3 clusters Score -2326225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2326245.750000 Penalty: 4992.309082
	Iteration 66Q: 3 clusters Score -2326246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2326264.500000 Penalty: 4992.309082
	Iteration 67Q: 3 clusters Score -2326264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2326274.750000 Penalty: 4992.309082
	Iteration 68Q: 3 clusters Score -2326275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2326295.750000 Penalty: 4992.309082
	Iteration 69Q: 3 clusters Score -2326296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2326313.000000 Penalty: 4992.309082
	Iteration 70Q: 3 clusters Score -2326313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2326315.750000 Penalty: 4992.309082
	Iteration 71Q: 3 clusters Score -2326316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2326323.500000 Penalty: 4992.309082
	Iteration 72Q: 3 clusters Score -2326324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2326332.750000 Penalty: 4992.309082
	Iteration 73Q: 3 clusters Score -2326333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2326345.750000 Penalty: 4992.309082
	Iteration 74Q: 3 clusters Score -2326346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2326359.750000 Penalty: 4992.309082
	Iteration 75Q: 3 clusters Score -2326360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2326367.500000 Penalty: 4992.309082
	Iteration 76Q: 3 clusters Score -2326368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2326383.750000 Penalty: 4992.309082
	Iteration 77Q: 3 clusters Score -2326384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2326397.500000 Penalty: 4992.309082
	Iteration 78Q: 3 clusters Score -2326398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2326418.500000 Penalty: 4992.309082
	Iteration 79Q: 3 clusters Score -2326418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2326424.250000 Penalty: 4992.309082
	Iteration 80F: 3 clusters Score -2326424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2326437.000000 Penalty: 4992.309082
	Iteration 81Q: 3 clusters Score -2326437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2326442.000000 Penalty: 4992.309082
	Iteration 82Q: 3 clusters Score -2326442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2326444.250000 Penalty: 4992.309082
	Iteration 83Q: 3 clusters Score -2326444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2326456.000000 Penalty: 4992.309082
	Iteration 84Q: 3 clusters Score -2326456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2326457.250000 Penalty: 4992.309082
	Iteration 85Q: 3 clusters Score -2326457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2326460.250000 Penalty: 4992.309082
	Iteration 86Q: 3 clusters Score -2326460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2326457.000000 Penalty: 4992.309082
	Iteration 87Q: 3 clusters Score -2326457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2326460.750000 Penalty: 4992.309082
	Iteration 88Q: 3 clusters Score -2326461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2326463.750000 Penalty: 4992.309082
	Iteration 89Q: 3 clusters Score -2326464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2326463.250000 Penalty: 4992.309082
	Iteration 90Q: 3 clusters Score -2326463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2326467.000000 Penalty: 4992.309082
	Iteration 91Q: 3 clusters Score -2326467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2326463.750000 Penalty: 4992.309082
	Iteration 92Q: 3 clusters Score -2326464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2326467.500000 Penalty: 4992.309082
	Iteration 93Q: 3 clusters Score -2326468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2326466.500000 Penalty: 4992.309082
	Iteration 94Q: 3 clusters Score -2326466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2326467.500000 Penalty: 4992.309082
	Iteration 95Q: 3 clusters Score -2326468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2326466.750000 Penalty: 4992.309082
	Iteration 96Q: 3 clusters Score -2326467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2326476.500000 Penalty: 4992.309082
	Iteration 97Q: 3 clusters Score -2326476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2326478.750000 Penalty: 4992.309082
	Iteration 98Q: 3 clusters Score -2326479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2326477.250000 Penalty: 4992.309082
	Iteration 99Q: 3 clusters Score -2326477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2326479.500000 Penalty: 4992.309082
	Iteration 100F: 3 clusters Score -2326480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2326484.250000 Penalty: 4992.309082
	Iteration 101Q: 3 clusters Score -2326484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2326485.000000 Penalty: 4992.309082
	Iteration 102Q: 3 clusters Score -2326485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2326492.000000 Penalty: 4992.309082
	Iteration 103Q: 3 clusters Score -2326492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2326498.000000 Penalty: 4992.309082
	Iteration 104Q: 3 clusters Score -2326498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2326495.250000 Penalty: 4992.309082
	Iteration 105Q: 3 clusters Score -2326495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2326500.250000 Penalty: 4992.309082
	Iteration 106Q: 3 clusters Score -2326500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2326501.500000 Penalty: 4992.309082
	Iteration 107Q: 3 clusters Score -2326502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2326502.750000 Penalty: 4992.309082
	Iteration 108Q: 3 clusters Score -2326503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2326502.000000 Penalty: 4992.309082
	Iteration 109Q: 3 clusters Score -2326502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2326506.500000 Penalty: 4992.309082
	Iteration 110Q: 3 clusters Score -2326506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2326510.500000 Penalty: 4992.309082
	Iteration 111Q: 3 clusters Score -2326510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2326516.750000 Penalty: 4992.309082
	Iteration 112Q: 3 clusters Score -2326517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2326530.500000 Penalty: 4992.309082
	Iteration 113Q: 3 clusters Score -2326530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2326541.750000 Penalty: 4992.309082
	Iteration 114Q: 3 clusters Score -2326542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2326551.750000 Penalty: 4992.309082
	Iteration 115Q: 3 clusters Score -2326552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2326560.000000 Penalty: 4992.309082
	Iteration 116Q: 3 clusters Score -2326560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2326570.250000 Penalty: 4992.309082
	Iteration 117Q: 3 clusters Score -2326570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2326575.250000 Penalty: 4992.309082
	Iteration 118Q: 3 clusters Score -2326575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2326576.750000 Penalty: 4992.309082
	Iteration 119Q: 3 clusters Score -2326577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2326585.250000 Penalty: 4992.309082
	Iteration 120F: 3 clusters Score -2326585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2326585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2326585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2326585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2326588.250000 Penalty: 4992.309082
	Iteration 124Q: 3 clusters Score -2326588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2326592.250000 Penalty: 4992.309082
	Iteration 125Q: 3 clusters Score -2326592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2326593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2326597.750000 Penalty: 4992.309082
	Iteration 127Q: 3 clusters Score -2326598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2326596.750000 Penalty: 4992.309082
	Iteration 128Q: 3 clusters Score -2326597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2326599.250000 Penalty: 4992.309082
	Iteration 129Q: 3 clusters Score -2326599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2326605.250000 Penalty: 4992.309082
	Iteration 130Q: 3 clusters Score -2326605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2326604.250000 Penalty: 4992.309082
	Iteration 131Q: 3 clusters Score -2326604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2326609.500000 Penalty: 4992.309082
	Iteration 132Q: 3 clusters Score -2326610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2326612.000000 Penalty: 4992.309082
	Iteration 133Q: 3 clusters Score -2326612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2326614.250000 Penalty: 4992.309082
	Iteration 134Q: 3 clusters Score -2326614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2326615.250000 Penalty: 4992.309082
	Iteration 135Q: 3 clusters Score -2326615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2326623.250000 Penalty: 4992.309082
	Iteration 136Q: 3 clusters Score -2326623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2326630.000000 Penalty: 4992.309082
	Iteration 137Q: 3 clusters Score -2326630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2326630.000000 Penalty: 4992.309082
	Iteration 138Q: 3 clusters Score -2326630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2326633.250000 Penalty: 4992.309082
	Iteration 139Q: 3 clusters Score -2326633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2326639.500000 Penalty: 4992.309082
	Iteration 140F: 3 clusters Score -2326640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2326641.500000 Penalty: 4992.309082
	Iteration 141Q: 3 clusters Score -2326642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2326643.500000 Penalty: 4992.309082
	Iteration 142Q: 3 clusters Score -2326644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2326649.000000 Penalty: 4992.309082
	Iteration 143Q: 3 clusters Score -2326649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2326653.250000 Penalty: 4992.309082
	Iteration 144Q: 3 clusters Score -2326653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2326657.750000 Penalty: 4992.309082
	Iteration 145Q: 3 clusters Score -2326658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2326659.500000 Penalty: 4992.309082
	Iteration 146Q: 3 clusters Score -2326660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2326657.750000 Penalty: 4992.309082
	Iteration 147Q: 3 clusters Score -2326658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2326660.000000 Penalty: 4992.309082
	Iteration 148Q: 3 clusters Score -2326660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2326661.750000 Penalty: 4992.309082
	Iteration 149Q: 3 clusters Score -2326662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2326660.750000 Penalty: 4992.309082
	Iteration 150Q: 3 clusters Score -2326661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2326663.250000 Penalty: 4992.309082
	Iteration 151Q: 3 clusters Score -2326663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2326664.500000 Penalty: 4992.309082
	Iteration 152Q: 3 clusters Score -2326664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2326669.000000 Penalty: 4992.309082
	Iteration 153Q: 3 clusters Score -2326669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2326671.250000 Penalty: 4992.309082
	Iteration 154Q: 3 clusters Score -2326671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2326682.000000 Penalty: 4992.309082
	Iteration 155Q: 3 clusters Score -2326682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2326684.000000 Penalty: 4992.309082
	Iteration 156Q: 3 clusters Score -2326684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2326683.500000 Penalty: 4992.309082
	Iteration 157Q: 3 clusters Score -2326684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2326690.500000 Penalty: 4992.309082
	Iteration 158Q: 3 clusters Score -2326690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2326689.750000 Penalty: 4992.309082
	Iteration 159Q: 3 clusters Score -2326690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2326696.250000 Penalty: 4992.309082
	Iteration 160F: 3 clusters Score -2326696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2326695.750000 Penalty: 4992.309082
	Iteration 161Q: 3 clusters Score -2326696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2326703.750000 Penalty: 4992.309082
	Iteration 162Q: 3 clusters Score -2326704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2326702.750000 Penalty: 4992.309082
	Iteration 163Q: 3 clusters Score -2326703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2326706.250000 Penalty: 4992.309082
	Iteration 164Q: 3 clusters Score -2326706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2326710.500000 Penalty: 4992.309082
	Iteration 165Q: 3 clusters Score -2326710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2326710.500000 Penalty: 4992.309082
	Iteration 166Q: 3 clusters Score -2326710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2326707.500000 Penalty: 4992.309082
	Iteration 167Q: 3 clusters Score -2326708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2326708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
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Entering Unmasked Estep 
Score: -2326709.250000 Penalty: 4992.309082
	Iteration 169Q: 3 clusters Score -2326709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2326706.000000 Penalty: 4992.309082
	Iteration 170Q: 3 clusters Score -2326706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2326708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2326714.750000 Penalty: 4992.309082
	Iteration 172Q: 3 clusters Score -2326715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2326718.000000 Penalty: 4992.309082
	Iteration 173Q: 3 clusters Score -2326718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2326721.500000 Penalty: 4992.309082
	Iteration 174Q: 3 clusters Score -2326722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
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Entering Unmasked Estep 
Score: -2326723.250000 Penalty: 4992.309082
	Iteration 175Q: 3 clusters Score -2326723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2326728.000000 Penalty: 4992.309082
	Iteration 176Q: 3 clusters Score -2326728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2326730.750000 Penalty: 4992.309082
	Iteration 177Q: 3 clusters Score -2326731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2326734.000000 Penalty: 4992.309082
	Iteration 178Q: 3 clusters Score -2326734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2326739.250000 Penalty: 4992.309082
	Iteration 179Q: 3 clusters Score -2326739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2326744.750000 Penalty: 4992.309082
	Iteration 180F: 3 clusters Score -2326745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2326745.750000 Penalty: 4992.309082
	Iteration 181Q: 3 clusters Score -2326746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2326747.250000 Penalty: 4992.309082
	Iteration 182Q: 3 clusters Score -2326747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2326748.000000 Penalty: 4992.309082
	Iteration 183Q: 3 clusters Score -2326748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2326748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2326755.250000 Penalty: 4992.309082
	Iteration 185Q: 3 clusters Score -2326755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2326757.000000 Penalty: 4992.309082
	Iteration 186Q: 3 clusters Score -2326757 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2326757.500000 Penalty: 4992.309082
	Iteration 187Q: 3 clusters Score -2326758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2326755.750000 Penalty: 4992.309082
	Iteration 188Q: 3 clusters Score -2326756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2326757.250000 Penalty: 4992.309082
	Iteration 189Q: 3 clusters Score -2326757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2326754.000000 Penalty: 4992.309082
	Iteration 190Q: 3 clusters Score -2326754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2326755.000000 Penalty: 4992.309082
	Iteration 191Q: 3 clusters Score -2326755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2326755.000000 Penalty: 4992.309082
	Iteration 192F: 3 clusters Score -2326755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -596087.500000 Penalty: 2155.570801
	Iteration 0F: 2 clusters Score -596087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -590979.250000 Penalty: 4311.141602
	Iteration 0F: 3 clusters Score -590979.2 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -592233.937500 Penalty: 4311.141602
	Iteration 1F: 3 clusters Score -592233.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -592460.687500 Penalty: 4311.141602
	Iteration 2F: 3 clusters Score -592460.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -592593.187500 Penalty: 4311.141602
	Iteration 3Q: 3 clusters Score -592593.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -592690.875000 Penalty: 4311.141602
	Iteration 4Q: 3 clusters Score -592690.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -592758.000000 Penalty: 4311.141602
	Iteration 5Q: 3 clusters Score -592758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -592807.562500 Penalty: 4311.141602
	Iteration 6Q: 3 clusters Score -592807.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -592849.187500 Penalty: 4311.141602
	Iteration 7Q: 3 clusters Score -592849.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -592880.000000 Penalty: 4311.141602
	Iteration 8Q: 3 clusters Score -592880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -592908.812500 Penalty: 4311.141602
	Iteration 9Q: 3 clusters Score -592908.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -592932.187500 Penalty: 4311.141602
	Iteration 10Q: 3 clusters Score -592932.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -592955.500000 Penalty: 4311.141602
	Iteration 11Q: 3 clusters Score -592955.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -592976.625000 Penalty: 4311.141602
	Iteration 12Q: 3 clusters Score -592976.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -592994.437500 Penalty: 4311.141602
	Iteration 13Q: 3 clusters Score -592994.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -593020.750000 Penalty: 4311.141602
	Iteration 14Q: 3 clusters Score -593020.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -593057.937500 Penalty: 4311.141602
	Iteration 15Q: 3 clusters Score -593057.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -593101.687500 Penalty: 4311.141602
	Iteration 16Q: 3 clusters Score -593101.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -593151.937500 Penalty: 4311.141602
	Iteration 17Q: 3 clusters Score -593151.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -593221.750000 Penalty: 4311.141602
	Iteration 18Q: 3 clusters Score -593221.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -593293.812500 Penalty: 4311.141602
	Iteration 19Q: 3 clusters Score -593293.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -593360.937500 Penalty: 4311.141602
	Iteration 20F: 3 clusters Score -593360.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -593429.937500 Penalty: 4311.141602
	Iteration 21Q: 3 clusters Score -593429.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -593498.500000 Penalty: 4311.141602
	Iteration 22Q: 3 clusters Score -593498.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -593589.937500 Penalty: 4311.141602
	Iteration 23Q: 3 clusters Score -593589.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -593674.125000 Penalty: 4311.141602
	Iteration 24Q: 3 clusters Score -593674.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -593764.750000 Penalty: 4311.141602
	Iteration 25Q: 3 clusters Score -593764.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -593848.812500 Penalty: 4311.141602
	Iteration 26Q: 3 clusters Score -593848.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -593912.437500 Penalty: 4311.141602
	Iteration 27Q: 3 clusters Score -593912.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -593959.625000 Penalty: 4311.141602
	Iteration 28Q: 3 clusters Score -593959.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -593995.812500 Penalty: 4311.141602
	Iteration 29Q: 3 clusters Score -593995.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -594028.937500 Penalty: 4311.141602
	Iteration 30Q: 3 clusters Score -594028.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -594058.437500 Penalty: 4311.141602
	Iteration 31Q: 3 clusters Score -594058.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -594087.687500 Penalty: 4311.141602
	Iteration 32Q: 3 clusters Score -594087.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -594116.812500 Penalty: 4311.141602
	Iteration 33Q: 3 clusters Score -594116.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -594144.000000 Penalty: 4311.141602
	Iteration 34Q: 3 clusters Score -594144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -594163.750000 Penalty: 4311.141602
	Iteration 35Q: 3 clusters Score -594163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -594175.437500 Penalty: 4311.141602
	Iteration 36Q: 3 clusters Score -594175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -594184.562500 Penalty: 4311.141602
	Iteration 37Q: 3 clusters Score -594184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -594190.500000 Penalty: 4311.141602
	Iteration 38Q: 3 clusters Score -594190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -594195.125000 Penalty: 4311.141602
	Iteration 39Q: 3 clusters Score -594195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -594199.625000 Penalty: 4311.141602
	Iteration 40F: 3 clusters Score -594199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -594203.187500 Penalty: 4311.141602
	Iteration 41Q: 3 clusters Score -594203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -594206.187500 Penalty: 4311.141602
	Iteration 42Q: 3 clusters Score -594206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -594205.375000 Penalty: 4311.141602
	Iteration 43Q: 3 clusters Score -594205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -594205.375000 Penalty: 4311.141602
	Iteration 44F: 3 clusters Score -594205.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -834334.000000 Penalty: 2244.966064
	Iteration 0F: 2 clusters Score -834334 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 4266 members 
Entering Unmasked Estep 
Score: -827605.375000 Penalty: 4489.932129
	Iteration 0F: 3 clusters Score -827605.4 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -829485.187500 Penalty: 4489.932129
	Iteration 1F: 3 clusters Score -829485.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -829908.437500 Penalty: 4489.932129
	Iteration 2F: 3 clusters Score -829908.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -830241.375000 Penalty: 4489.932129
	Iteration 3F: 3 clusters Score -830241.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -830538.562500 Penalty: 4489.932129
	Iteration 4F: 3 clusters Score -830538.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -830839.125000 Penalty: 4489.932129
	Iteration 5F: 3 clusters Score -830839.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -831186.687500 Penalty: 4489.932129
	Iteration 6F: 3 clusters Score -831186.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -831544.375000 Penalty: 4489.932129
	Iteration 7F: 3 clusters Score -831544.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -831874.937500 Penalty: 4489.932129
	Iteration 8Q: 3 clusters Score -831874.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -832219.687500 Penalty: 4489.932129
	Iteration 9Q: 3 clusters Score -832219.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -832619.437500 Penalty: 4489.932129
	Iteration 10Q: 3 clusters Score -832619.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -832985.875000 Penalty: 4489.932129
	Iteration 11Q: 3 clusters Score -832985.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -833297.687500 Penalty: 4489.932129
	Iteration 12Q: 3 clusters Score -833297.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -833489.125000 Penalty: 4489.932129
	Iteration 13Q: 3 clusters Score -833489.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -833603.125000 Penalty: 4489.932129
	Iteration 14Q: 3 clusters Score -833603.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -833673.812500 Penalty: 4489.932129
	Iteration 15Q: 3 clusters Score -833673.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -833725.875000 Penalty: 4489.932129
	Iteration 16Q: 3 clusters Score -833725.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -833753.125000 Penalty: 4489.932129
	Iteration 17Q: 3 clusters Score -833753.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -833769.187500 Penalty: 4489.932129
	Iteration 18Q: 3 clusters Score -833769.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -833782.375000 Penalty: 4489.932129
	Iteration 19Q: 3 clusters Score -833782.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -833793.312500 Penalty: 4489.932129
	Iteration 20F: 3 clusters Score -833793.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -833805.375000 Penalty: 4489.932129
	Iteration 21Q: 3 clusters Score -833805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -833808.625000 Penalty: 4489.932129
	Iteration 22Q: 3 clusters Score -833808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -833810.750000 Penalty: 4489.932129
	Iteration 23Q: 3 clusters Score -833810.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -833814.312500 Penalty: 4489.932129
	Iteration 24Q: 3 clusters Score -833814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -833813.375000 Penalty: 4489.932129
	Iteration 25Q: 3 clusters Score -833813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -833814.062500 Penalty: 4489.932129
	Iteration 26Q: 3 clusters Score -833814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -833813.562500 Penalty: 4489.932129
	Iteration 27Q: 3 clusters Score -833813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -833815.750000 Penalty: 4489.932129
	Iteration 28Q: 3 clusters Score -833815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -833815.750000 Penalty: 4489.932129
	Iteration 29F: 3 clusters Score -833815.8 nChanged 0
--- Evaluating fit on full set of 1878892 points ---
Entering Unmasked Estep 
Score: -176835312.000000 Penalty: 154054.203125
22->44 Clusters: Score -176835312.000000, best is -177038768.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 626297 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 28628 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 28553 members 
Mstep: Class 5 contains 28794 members 
Mstep: Class 6 contains 28352 members 
Mstep: Class 7 contains 28508 members 
Mstep: Class 8 contains 28591 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 28076 members 
Mstep: Class 11 contains 28431 members 
Mstep: Class 12 contains 28600 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 28155 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 28777 members 
Mstep: Class 17 contains 28464 members 
Mstep: Class 18 contains 28577 members 
Mstep: Class 19 contains 28446 members 
Mstep: Class 20 contains 28296 members 
Mstep: Class 21 contains 28390 members 
Mstep: Class 22 contains 28309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 861.137634 but Gain 3310.203125
Score: -54550740.000000 Penalty: 69514.195312
Iteration 0F: 22 clusters Score -5.455074e+07 nChanged 592835
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 20614 members 
Mstep: Class 3 contains 34383 members 
Mstep: Class 4 contains 75342 members 
Mstep: Class 5 contains 56773 members 
Mstep: Class 6 contains 14859 members 
Mstep: Class 7 contains 18293 members 
Mstep: Class 8 contains 23801 members 
Mstep: Class 10 contains 13723 members 
Mstep: Class 11 contains 27009 members 
Mstep: Class 12 contains 28193 members 
Mstep: Class 13 contains 69788 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 14908 members 
Mstep: Class 16 contains 29506 members 
Mstep: Class 17 contains 19241 members 
Mstep: Class 18 contains 22457 members 
Mstep: Class 19 contains 35833 members 
Mstep: Class 20 contains 17992 members 
Mstep: Class 21 contains 26625 members 
Mstep: Class 22 contains 28208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 1F: 22 clusters Score -5.704563e+07 nChanged 280278
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 14575 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 130456 members 
Mstep: Class 5 contains 69765 members 
Mstep: Class 6 contains 13983 members 
Mstep: Class 7 contains 13234 members 
Mstep: Class 8 contains 26515 members 
Mstep: Class 10 contains 12796 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 26070 members 
Mstep: Class 13 contains 42859 members 
Mstep: Class 14 contains 25749 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 38403 members 
Mstep: Class 17 contains 22713 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 36228 members 
Mstep: Class 20 contains 10337 members 
Mstep: Class 21 contains 20994 members 
Mstep: Class 22 contains 24153 members 
Entering Unmasked Estep 
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Iteration 2F: 22 clusters Score -5.777478e+07 nChanged 181693
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 38615 members 
Mstep: Class 4 contains 147695 members 
Mstep: Class 5 contains 70551 members 
Mstep: Class 6 contains 13150 members 
Mstep: Class 7 contains 12922 members 
Mstep: Class 8 contains 26520 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 16916 members 
Mstep: Class 12 contains 24862 members 
Mstep: Class 13 contains 33770 members 
Mstep: Class 14 contains 24411 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 42630 members 
Mstep: Class 17 contains 31311 members 
Mstep: Class 18 contains 21765 members 
Mstep: Class 19 contains 29343 members 
Mstep: Class 20 contains 6737 members 
Mstep: Class 21 contains 18288 members 
Mstep: Class 22 contains 18489 members 
Entering Unmasked Estep 
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Iteration 3F: 22 clusters Score -5.810647e+07 nChanged 126836
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 3 contains 44222 members 
Mstep: Class 4 contains 149153 members 
Mstep: Class 5 contains 69323 members 
Mstep: Class 6 contains 11811 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 24853 members 
Mstep: Class 10 contains 15408 members 
Mstep: Class 11 contains 12692 members 
Mstep: Class 12 contains 23513 members 
Mstep: Class 13 contains 32834 members 
Mstep: Class 14 contains 23369 members 
Mstep: Class 15 contains 16304 members 
Mstep: Class 16 contains 47399 members 
Mstep: Class 17 contains 42662 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 23342 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 18445 members 
Mstep: Class 22 contains 14170 members 
Entering Unmasked Estep 
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Iteration 4F: 22 clusters Score -5.829173e+07 nChanged 90093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 44246 members 
Mstep: Class 4 contains 147272 members 
Mstep: Class 5 contains 68080 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 14748 members 
Mstep: Class 8 contains 23385 members 
Mstep: Class 10 contains 15746 members 
Mstep: Class 11 contains 10344 members 
Mstep: Class 12 contains 23196 members 
Mstep: Class 13 contains 33133 members 
Mstep: Class 14 contains 21682 members 
Mstep: Class 15 contains 15991 members 
Mstep: Class 16 contains 51557 members 
Mstep: Class 17 contains 53186 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 21327 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 19542 members 
Mstep: Class 22 contains 10967 members 
Entering Unmasked Estep 
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Iteration 5F: 22 clusters Score -5.839553e+07 nChanged 65520
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 43495 members 
Mstep: Class 4 contains 143341 members 
Mstep: Class 5 contains 67376 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 15307 members 
Mstep: Class 8 contains 22392 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 8561 members 
Mstep: Class 12 contains 24211 members 
Mstep: Class 13 contains 33051 members 
Mstep: Class 14 contains 20002 members 
Mstep: Class 15 contains 15785 members 
Mstep: Class 16 contains 53843 members 
Mstep: Class 17 contains 62112 members 
Mstep: Class 18 contains 24289 members 
Mstep: Class 19 contains 21097 members 
Mstep: Class 20 contains 7807 members 
Mstep: Class 21 contains 20481 members 
Mstep: Class 22 contains 9029 members 
Entering Unmasked Estep 
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Iteration 6F: 22 clusters Score -5.845896e+07 nChanged 50243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 43643 members 
Mstep: Class 4 contains 137465 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 24591 members 
Mstep: Class 13 contains 33127 members 
Mstep: Class 14 contains 19566 members 
Mstep: Class 15 contains 15576 members 
Mstep: Class 16 contains 56400 members 
Mstep: Class 17 contains 69543 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 21228 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 21210 members 
Mstep: Class 22 contains 8079 members 
Entering Unmasked Estep 
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Iteration 7F: 22 clusters Score -5.850399e+07 nChanged 41593
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 44842 members 
Mstep: Class 4 contains 130785 members 
Mstep: Class 5 contains 63781 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 13 contains 33327 members 
Mstep: Class 14 contains 20617 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 60306 members 
Mstep: Class 17 contains 75345 members 
Mstep: Class 18 contains 23618 members 
Mstep: Class 19 contains 21127 members 
Mstep: Class 20 contains 10132 members 
Mstep: Class 21 contains 21604 members 
Mstep: Class 22 contains 7802 members 
Entering Unmasked Estep 
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Iteration 8F: 22 clusters Score -5.85392e+07 nChanged 36031
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 47023 members 
Mstep: Class 4 contains 124193 members 
Mstep: Class 5 contains 61105 members 
Mstep: Class 6 contains 8008 members 
Mstep: Class 7 contains 16736 members 
Mstep: Class 8 contains 20871 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 21927 members 
Mstep: Class 13 contains 33444 members 
Mstep: Class 14 contains 22742 members 
Mstep: Class 15 contains 14389 members 
Mstep: Class 16 contains 64955 members 
Mstep: Class 17 contains 79547 members 
Mstep: Class 18 contains 22837 members 
Mstep: Class 19 contains 20773 members 
Mstep: Class 20 contains 11090 members 
Mstep: Class 21 contains 21744 members 
Mstep: Class 22 contains 7971 members 
Entering Unmasked Estep 
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Iteration 9F: 22 clusters Score -5.856621e+07 nChanged 31264
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 49171 members 
Mstep: Class 4 contains 119441 members 
Mstep: Class 5 contains 58292 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 20724 members 
Mstep: Class 10 contains 16099 members 
Mstep: Class 11 contains 3748 members 
Mstep: Class 12 contains 19963 members 
Mstep: Class 13 contains 33469 members 
Mstep: Class 14 contains 24995 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 69130 members 
Mstep: Class 17 contains 82449 members 
Mstep: Class 18 contains 21734 members 
Mstep: Class 19 contains 20474 members 
Mstep: Class 20 contains 11773 members 
Mstep: Class 21 contains 21856 members 
Mstep: Class 22 contains 8358 members 
Entering Unmasked Estep 
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Iteration 10Q: 22 clusters Score -5.858788e+07 nChanged 26125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 49746 members 
Mstep: Class 4 contains 117974 members 
Mstep: Class 5 contains 55712 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 17635 members 
Mstep: Class 8 contains 20622 members 
Mstep: Class 10 contains 15845 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 33314 members 
Mstep: Class 14 contains 27132 members 
Mstep: Class 15 contains 13116 members 
Mstep: Class 16 contains 72077 members 
Mstep: Class 17 contains 84314 members 
Mstep: Class 18 contains 20496 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 21945 members 
Mstep: Class 22 contains 8855 members 
Entering Unmasked Estep 
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Iteration 11Q: 22 clusters Score -5.860247e+07 nChanged 22011
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 49341 members 
Mstep: Class 4 contains 118120 members 
Mstep: Class 5 contains 53552 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 17989 members 
Mstep: Class 8 contains 20538 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 17097 members 
Mstep: Class 13 contains 32794 members 
Mstep: Class 14 contains 29219 members 
Mstep: Class 15 contains 12668 members 
Mstep: Class 16 contains 74043 members 
Mstep: Class 17 contains 85724 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 20189 members 
Mstep: Class 20 contains 12686 members 
Mstep: Class 21 contains 21981 members 
Mstep: Class 22 contains 9348 members 
Entering Unmasked Estep 
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Iteration 12Q: 22 clusters Score -5.861456e+07 nChanged 19077
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 48849 members 
Mstep: Class 4 contains 118124 members 
Mstep: Class 5 contains 52149 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 18268 members 
Mstep: Class 8 contains 20411 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 16349 members 
Mstep: Class 13 contains 31962 members 
Mstep: Class 14 contains 31086 members 
Mstep: Class 15 contains 12259 members 
Mstep: Class 16 contains 75357 members 
Mstep: Class 17 contains 86998 members 
Mstep: Class 18 contains 18713 members 
Mstep: Class 19 contains 19952 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 22034 members 
Mstep: Class 22 contains 10040 members 
Entering Unmasked Estep 
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Iteration 13Q: 22 clusters Score -5.862337e+07 nChanged 17117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 48464 members 
Mstep: Class 4 contains 117844 members 
Mstep: Class 5 contains 51497 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 20294 members 
Mstep: Class 10 contains 14646 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 15857 members 
Mstep: Class 13 contains 30867 members 
Mstep: Class 14 contains 32769 members 
Mstep: Class 15 contains 11976 members 
Mstep: Class 16 contains 76237 members 
Mstep: Class 17 contains 88149 members 
Mstep: Class 18 contains 18117 members 
Mstep: Class 19 contains 19607 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 22137 members 
Mstep: Class 22 contains 10710 members 
Entering Unmasked Estep 
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Iteration 14Q: 22 clusters Score -5.863191e+07 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 48111 members 
Mstep: Class 4 contains 117228 members 
Mstep: Class 5 contains 51524 members 
Mstep: Class 6 contains 7366 members 
Mstep: Class 7 contains 18671 members 
Mstep: Class 8 contains 20161 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 15590 members 
Mstep: Class 13 contains 29609 members 
Mstep: Class 14 contains 34174 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 89203 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 19170 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 21 contains 22394 members 
Mstep: Class 22 contains 11346 members 
Entering Unmasked Estep 
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Iteration 15Q: 22 clusters Score -5.86401e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 47752 members 
Mstep: Class 4 contains 116408 members 
Mstep: Class 5 contains 52120 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 28238 members 
Mstep: Class 14 contains 35437 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 77164 members 
Mstep: Class 17 contains 90246 members 
Mstep: Class 18 contains 17353 members 
Mstep: Class 19 contains 18679 members 
Mstep: Class 20 contains 13717 members 
Mstep: Class 21 contains 22508 members 
Mstep: Class 22 contains 11896 members 
Entering Unmasked Estep 
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Iteration 16Q: 22 clusters Score -5.864812e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 47459 members 
Mstep: Class 4 contains 115580 members 
Mstep: Class 5 contains 53074 members 
Mstep: Class 6 contains 7257 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 19988 members 
Mstep: Class 10 contains 13444 members 
Mstep: Class 11 contains 2132 members 
Mstep: Class 12 contains 15521 members 
Mstep: Class 13 contains 26868 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 11365 members 
Mstep: Class 16 contains 77374 members 
Mstep: Class 17 contains 91109 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 18181 members 
Mstep: Class 20 contains 13914 members 
Mstep: Class 21 contains 22579 members 
Mstep: Class 22 contains 12398 members 
Entering Unmasked Estep 
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Iteration 17Q: 22 clusters Score -5.865484e+07 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 114753 members 
Mstep: Class 5 contains 54181 members 
Mstep: Class 6 contains 7219 members 
Mstep: Class 7 contains 18978 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 10 contains 13122 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 15560 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 37222 members 
Mstep: Class 15 contains 11223 members 
Mstep: Class 16 contains 77532 members 
Mstep: Class 17 contains 91823 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 19 contains 17721 members 
Mstep: Class 20 contains 14105 members 
Mstep: Class 21 contains 22572 members 
Mstep: Class 22 contains 12857 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -5.86597e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 46963 members 
Mstep: Class 4 contains 114023 members 
Mstep: Class 5 contains 55301 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 19976 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 15597 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 37899 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 77611 members 
Mstep: Class 17 contains 92375 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 17372 members 
Mstep: Class 20 contains 14263 members 
Mstep: Class 21 contains 22496 members 
Mstep: Class 22 contains 13243 members 
Entering Unmasked Estep 
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Iteration 19Q: 22 clusters Score -5.866348e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 46794 members 
Mstep: Class 4 contains 113366 members 
Mstep: Class 5 contains 56398 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 20013 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 23122 members 
Mstep: Class 14 contains 38506 members 
Mstep: Class 15 contains 11000 members 
Mstep: Class 16 contains 77627 members 
Mstep: Class 17 contains 92807 members 
Mstep: Class 18 contains 16946 members 
Mstep: Class 19 contains 17128 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 22341 members 
Mstep: Class 22 contains 13587 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -5.866771e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 46458 members 
Mstep: Class 4 contains 112716 members 
Mstep: Class 5 contains 57540 members 
Mstep: Class 6 contains 7066 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 20147 members 
Mstep: Class 10 contains 12498 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 15797 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 39035 members 
Mstep: Class 15 contains 10895 members 
Mstep: Class 16 contains 77489 members 
Mstep: Class 17 contains 93127 members 
Mstep: Class 18 contains 16952 members 
Mstep: Class 19 contains 17011 members 
Mstep: Class 20 contains 14496 members 
Mstep: Class 21 contains 22102 members 
Mstep: Class 22 contains 14156 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -5.86715e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 46112 members 
Mstep: Class 4 contains 112086 members 
Mstep: Class 5 contains 58616 members 
Mstep: Class 6 contains 6948 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 20276 members 
Mstep: Class 10 contains 12296 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 15939 members 
Mstep: Class 13 contains 21138 members 
Mstep: Class 14 contains 39473 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 77270 members 
Mstep: Class 17 contains 93469 members 
Mstep: Class 18 contains 16979 members 
Mstep: Class 19 contains 16951 members 
Mstep: Class 20 contains 14593 members 
Mstep: Class 21 contains 21829 members 
Mstep: Class 22 contains 14696 members 
Entering Unmasked Estep 
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Iteration 22Q: 22 clusters Score -5.867473e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 45790 members 
Mstep: Class 4 contains 111391 members 
Mstep: Class 5 contains 59605 members 
Mstep: Class 6 contains 6839 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 20340 members 
Mstep: Class 10 contains 12140 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 16030 members 
Mstep: Class 13 contains 20284 members 
Mstep: Class 14 contains 39949 members 
Mstep: Class 15 contains 10722 members 
Mstep: Class 16 contains 77044 members 
Mstep: Class 17 contains 93826 members 
Mstep: Class 18 contains 17030 members 
Mstep: Class 19 contains 16923 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 21536 members 
Mstep: Class 22 contains 15293 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -5.867777e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 45433 members 
Mstep: Class 4 contains 110649 members 
Mstep: Class 5 contains 60563 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 18976 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 16084 members 
Mstep: Class 13 contains 19519 members 
Mstep: Class 14 contains 40370 members 
Mstep: Class 15 contains 10609 members 
Mstep: Class 16 contains 76814 members 
Mstep: Class 17 contains 94210 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 16933 members 
Mstep: Class 20 contains 14758 members 
Mstep: Class 21 contains 21268 members 
Mstep: Class 22 contains 15919 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -5.868088e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 45092 members 
Mstep: Class 4 contains 109954 members 
Mstep: Class 5 contains 61506 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 20427 members 
Mstep: Class 10 contains 11908 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 16120 members 
Mstep: Class 13 contains 18763 members 
Mstep: Class 14 contains 40810 members 
Mstep: Class 15 contains 10519 members 
Mstep: Class 16 contains 76531 members 
Mstep: Class 17 contains 94539 members 
Mstep: Class 18 contains 17239 members 
Mstep: Class 19 contains 16937 members 
Mstep: Class 20 contains 14858 members 
Mstep: Class 21 contains 20979 members 
Mstep: Class 22 contains 16538 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -5.868352e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 44788 members 
Mstep: Class 4 contains 109231 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 18883 members 
Mstep: Class 8 contains 20517 members 
Mstep: Class 10 contains 11816 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 16154 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 41211 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 76222 members 
Mstep: Class 17 contains 94915 members 
Mstep: Class 18 contains 17356 members 
Mstep: Class 19 contains 16936 members 
Mstep: Class 20 contains 14921 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 17129 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -5.868598e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 44506 members 
Mstep: Class 4 contains 108534 members 
Mstep: Class 5 contains 63327 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 18866 members 
Mstep: Class 8 contains 20638 members 
Mstep: Class 10 contains 11722 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 16155 members 
Mstep: Class 13 contains 17494 members 
Mstep: Class 14 contains 41603 members 
Mstep: Class 15 contains 10401 members 
Mstep: Class 16 contains 75928 members 
Mstep: Class 17 contains 95257 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 16920 members 
Mstep: Class 20 contains 14995 members 
Mstep: Class 21 contains 20337 members 
Mstep: Class 22 contains 17568 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -5.868845e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 44237 members 
Mstep: Class 4 contains 107791 members 
Mstep: Class 5 contains 64175 members 
Mstep: Class 6 contains 6252 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 20781 members 
Mstep: Class 10 contains 11638 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 16190 members 
Mstep: Class 13 contains 16992 members 
Mstep: Class 14 contains 42004 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 75572 members 
Mstep: Class 17 contains 95618 members 
Mstep: Class 18 contains 17595 members 
Mstep: Class 19 contains 16902 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 20010 members 
Mstep: Class 22 contains 17909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58690928.000000 Penalty: 69514.195312
Iteration 28Q: 22 clusters Score -5.869093e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 43967 members 
Mstep: Class 4 contains 106948 members 
Mstep: Class 5 contains 65064 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 20949 members 
Mstep: Class 10 contains 11551 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 16219 members 
Mstep: Class 13 contains 16542 members 
Mstep: Class 14 contains 42391 members 
Mstep: Class 15 contains 10350 members 
Mstep: Class 16 contains 75212 members 
Mstep: Class 17 contains 95995 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 16874 members 
Mstep: Class 20 contains 15139 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 18174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58692632.000000 Penalty: 69514.195312
Iteration 29Q: 22 clusters Score -5.869263e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 43707 members 
Mstep: Class 4 contains 106115 members 
Mstep: Class 5 contains 65959 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 18643 members 
Mstep: Class 8 contains 21089 members 
Mstep: Class 10 contains 11469 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 16140 members 
Mstep: Class 14 contains 42702 members 
Mstep: Class 15 contains 10339 members 
Mstep: Class 16 contains 74885 members 
Mstep: Class 17 contains 96328 members 
Mstep: Class 18 contains 17863 members 
Mstep: Class 19 contains 16857 members 
Mstep: Class 20 contains 15232 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 18404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58694092.000000 Penalty: 69514.195312
Iteration 30Q: 22 clusters Score -5.869409e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 43445 members 
Mstep: Class 4 contains 105256 members 
Mstep: Class 5 contains 66809 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 18624 members 
Mstep: Class 8 contains 21277 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 15804 members 
Mstep: Class 14 contains 43031 members 
Mstep: Class 15 contains 10349 members 
Mstep: Class 16 contains 74537 members 
Mstep: Class 17 contains 96710 members 
Mstep: Class 18 contains 17996 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 19087 members 
Mstep: Class 22 contains 18559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58695492.000000 Penalty: 69514.195312
Iteration 31Q: 22 clusters Score -5.869549e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 43183 members 
Mstep: Class 4 contains 104470 members 
Mstep: Class 5 contains 67606 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 18614 members 
Mstep: Class 8 contains 21464 members 
Mstep: Class 10 contains 11327 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 16288 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 43303 members 
Mstep: Class 15 contains 10360 members 
Mstep: Class 16 contains 74188 members 
Mstep: Class 17 contains 97074 members 
Mstep: Class 18 contains 18094 members 
Mstep: Class 19 contains 16811 members 
Mstep: Class 20 contains 15387 members 
Mstep: Class 21 contains 18811 members 
Mstep: Class 22 contains 18697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58696420.000000 Penalty: 69514.195312
Iteration 32Q: 22 clusters Score -5.869642e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 42947 members 
Mstep: Class 4 contains 103725 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 18606 members 
Mstep: Class 8 contains 21618 members 
Mstep: Class 10 contains 11301 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 43547 members 
Mstep: Class 15 contains 10365 members 
Mstep: Class 16 contains 73838 members 
Mstep: Class 17 contains 97427 members 
Mstep: Class 18 contains 18191 members 
Mstep: Class 19 contains 16816 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 18524 members 
Mstep: Class 22 contains 18809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58697576.000000 Penalty: 69514.195312
Iteration 33Q: 22 clusters Score -5.869758e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 42719 members 
Mstep: Class 4 contains 103000 members 
Mstep: Class 5 contains 69154 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 18624 members 
Mstep: Class 8 contains 21788 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 16254 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 43783 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 73498 members 
Mstep: Class 17 contains 97772 members 
Mstep: Class 18 contains 18247 members 
Mstep: Class 19 contains 16811 members 
Mstep: Class 20 contains 15506 members 
Mstep: Class 21 contains 18210 members 
Mstep: Class 22 contains 18913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58698316.000000 Penalty: 69514.195312
Iteration 34Q: 22 clusters Score -5.869832e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 42512 members 
Mstep: Class 4 contains 102241 members 
Mstep: Class 5 contains 69903 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 18670 members 
Mstep: Class 8 contains 21921 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 16225 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 43959 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 73141 members 
Mstep: Class 17 contains 98164 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 16808 members 
Mstep: Class 20 contains 15539 members 
Mstep: Class 21 contains 17962 members 
Mstep: Class 22 contains 18998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58699408.000000 Penalty: 69514.195312
Iteration 35Q: 22 clusters Score -5.869941e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 42301 members 
Mstep: Class 4 contains 101570 members 
Mstep: Class 5 contains 70596 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 18736 members 
Mstep: Class 8 contains 22059 members 
Mstep: Class 10 contains 11259 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 16195 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 44108 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 72790 members 
Mstep: Class 17 contains 98531 members 
Mstep: Class 18 contains 18329 members 
Mstep: Class 19 contains 16804 members 
Mstep: Class 20 contains 15561 members 
Mstep: Class 21 contains 17677 members 
Mstep: Class 22 contains 19081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58700116.000000 Penalty: 69514.195312
Iteration 36Q: 22 clusters Score -5.870012e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 42144 members 
Mstep: Class 4 contains 100910 members 
Mstep: Class 5 contains 71264 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 18803 members 
Mstep: Class 8 contains 22163 members 
Mstep: Class 10 contains 11220 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 16166 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 44260 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 72460 members 
Mstep: Class 17 contains 98950 members 
Mstep: Class 18 contains 18380 members 
Mstep: Class 19 contains 16768 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 17388 members 
Mstep: Class 22 contains 19177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58700692.000000 Penalty: 69514.195312
Iteration 37Q: 22 clusters Score -5.870069e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 3 contains 42007 members 
Mstep: Class 4 contains 100240 members 
Mstep: Class 5 contains 71940 members 
Mstep: Class 6 contains 6268 members 
Mstep: Class 7 contains 18866 members 
Mstep: Class 8 contains 22262 members 
Mstep: Class 10 contains 11170 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 16141 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 44395 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 72119 members 
Mstep: Class 17 contains 99369 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 16729 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 17135 members 
Mstep: Class 22 contains 19246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58700936.000000 Penalty: 69514.195312
Iteration 38Q: 22 clusters Score -5.870094e+07 nChanged 2720
Entering ConstructFrom: 
Score: -58700936.000000 Penalty: 69514.195312
Entering ConstructFrom: 
Trying to split cluster 1 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -436414.218750 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -436414.2 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 2493 members 
Entering Unmasked Estep 
Score: -431945.031250 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -431945 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -433511.187500 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -433511.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -434103.531250 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -434103.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -434458.062500 Penalty: 4221.941895
	Iteration 3F: 3 clusters Score -434458.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -434704.562500 Penalty: 4221.941895
	Iteration 4F: 3 clusters Score -434704.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -434906.062500 Penalty: 4221.941895
	Iteration 5Q: 3 clusters Score -434906.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -435049.843750 Penalty: 4221.941895
	Iteration 6Q: 3 clusters Score -435049.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -435203.250000 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -435203.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -435355.187500 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -435355.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -435495.687500 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -435495.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -435641.156250 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -435641.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -435741.906250 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -435741.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -435826.343750 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -435826.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -435919.437500 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -435919.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -435986.750000 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -435986.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -436054.281250 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -436054.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -436131.593750 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -436131.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -436210.437500 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -436210.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -436259.218750 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -436259.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -436296.437500 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -436296.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -436341.906250 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -436341.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -436374.687500 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -436374.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -436402.906250 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -436402.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -436438.375000 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -436438.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -436463.625000 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -436463.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -436483.593750 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -436483.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -436497.656250 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -436497.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -436510.281250 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -436510.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -436524.718750 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -436524.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -436536.781250 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -436536.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -436546.281250 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -436546.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -436552.750000 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -436552.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -436556.875000 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -436556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -436559.406250 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -436559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -436562.343750 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -436562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -436564.562500 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -436564.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -436568.062500 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -436568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -436570.875000 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -436570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -436572.468750 Penalty: 4221.941895
	Iteration 38Q: 3 clusters Score -436572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -436572.625000 Penalty: 4221.941895
	Iteration 39Q: 3 clusters Score -436572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -436573.531250 Penalty: 4221.941895
	Iteration 40F: 3 clusters Score -436573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -436573.875000 Penalty: 4221.941895
	Iteration 41Q: 3 clusters Score -436573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -436573.875000 Penalty: 4221.941895
	Iteration 42F: 3 clusters Score -436573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 41892 members 
Mstep: Class 4 contains 99603 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 2423 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Entering Unmasked Estep 
Score: -58700216.000000 Penalty: 72824.398438
Splitting cluster 1 changes total score from -58700936.000000 to -58700216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -210113.984375 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -210114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -207321.187500 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -207321.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -207951.312500 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -207951.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -208153.046875 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -208153 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -208316.015625 Penalty: 3853.821289
	Iteration 3F: 3 clusters Score -208316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -208463.093750 Penalty: 3853.821289
	Iteration 4F: 3 clusters Score -208463.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -208596.765625 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -208596.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -208690.375000 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -208690.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -208796.546875 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -208796.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -208873.328125 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -208873.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208921.640625 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -208921.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -208959.468750 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -208959.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -208982.078125 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -208982.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209008.187500 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -209008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -209026.390625 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -209026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209033.843750 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -209033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -209040.375000 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -209040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -209045.562500 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -209045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -209048.906250 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -209048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -209050.921875 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -209050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -209050.828125 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -209050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -209050.828125 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -209050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Entering Unmasked Estep 
Score: -4192150.000000 Penalty: 2639.426758
	Iteration 0F: 2 clusters Score -4192150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4163801.500000 Penalty: 5278.853516
	Iteration 0F: 3 clusters Score -4163802 nChanged 19204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4175656.500000 Penalty: 5278.853516
	Iteration 1F: 3 clusters Score -4175656 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4179427.750000 Penalty: 5278.853516
	Iteration 2F: 3 clusters Score -4179428 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4187042.500000 Penalty: 5278.853516
	Iteration 3F: 3 clusters Score -4187042 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4196568.500000 Penalty: 5278.853516
	Iteration 4F: 3 clusters Score -4196568 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4204530.000000 Penalty: 5278.853516
	Iteration 5F: 3 clusters Score -4204530 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4208464.000000 Penalty: 5278.853516
	Iteration 6F: 3 clusters Score -4208464 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4212741.000000 Penalty: 5278.853516
	Iteration 7Q: 3 clusters Score -4212741 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4216948.500000 Penalty: 5278.853516
	Iteration 8Q: 3 clusters Score -4216948 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4217609.000000 Penalty: 5278.853516
	Iteration 9Q: 3 clusters Score -4217609 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4217650.000000 Penalty: 5278.853516
	Iteration 10Q: 3 clusters Score -4217650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -4217658.000000 Penalty: 5278.853516
	Iteration 11Q: 3 clusters Score -4217658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4217663.000000 Penalty: 5278.853516
	Iteration 12Q: 3 clusters Score -4217663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4217663.500000 Penalty: 5278.853516
	Iteration 13Q: 3 clusters Score -4217664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4217660.500000 Penalty: 5278.853516
	Iteration 14Q: 3 clusters Score -4217660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4217660.500000 Penalty: 5278.853516
	Iteration 15F: 3 clusters Score -4217660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 99603 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Entering Unmasked Estep 
Score: -58726296.000000 Penalty: 72824.398438
Splitting cluster 3 changes total score from -58700936.000000 to -58726296.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (99603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Entering Unmasked Estep 
Score: -9843841.000000 Penalty: 2854.218994
	Iteration 0F: 2 clusters Score -9843841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -9777444.000000 Penalty: 5708.437988
	Iteration 0F: 3 clusters Score -9777444 nChanged 46984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -9805400.000000 Penalty: 5708.437988
	Iteration 1F: 3 clusters Score -9805400 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9807540.000000 Penalty: 5708.437988
	Iteration 2Q: 3 clusters Score -9807540 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -9810636.000000 Penalty: 5708.437988
	Iteration 3F: 3 clusters Score -9810636 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -9814602.000000 Penalty: 5708.437988
	Iteration 4F: 3 clusters Score -9814602 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -9818694.000000 Penalty: 5708.437988
	Iteration 5F: 3 clusters Score -9818694 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -9822044.000000 Penalty: 5708.437988
	Iteration 6F: 3 clusters Score -9822044 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -9824744.000000 Penalty: 5708.437988
	Iteration 7F: 3 clusters Score -9824744 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -9826654.000000 Penalty: 5708.437988
	Iteration 8Q: 3 clusters Score -9826654 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9828051.000000 Penalty: 5708.437988
	Iteration 9Q: 3 clusters Score -9828051 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -9828991.000000 Penalty: 5708.437988
	Iteration 10Q: 3 clusters Score -9828991 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -9829636.000000 Penalty: 5708.437988
	Iteration 11Q: 3 clusters Score -9829636 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -9830058.000000 Penalty: 5708.437988
	Iteration 12Q: 3 clusters Score -9830058 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -9830397.000000 Penalty: 5708.437988
	Iteration 13Q: 3 clusters Score -9830397 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -9830609.000000 Penalty: 5708.437988
	Iteration 14Q: 3 clusters Score -9830609 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -9830844.000000 Penalty: 5708.437988
	Iteration 15Q: 3 clusters Score -9830844 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -9830969.000000 Penalty: 5708.437988
	Iteration 16Q: 3 clusters Score -9830969 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -9831218.000000 Penalty: 5708.437988
	Iteration 17Q: 3 clusters Score -9831218 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -9831392.000000 Penalty: 5708.437988
	Iteration 18Q: 3 clusters Score -9831392 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -9831618.000000 Penalty: 5708.437988
	Iteration 19Q: 3 clusters Score -9831618 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -9831872.000000 Penalty: 5708.437988
	Iteration 20F: 3 clusters Score -9831872 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -9832151.000000 Penalty: 5708.437988
	Iteration 21Q: 3 clusters Score -9832151 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9832374.000000 Penalty: 5708.437988
	Iteration 22Q: 3 clusters Score -9832374 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -9832683.000000 Penalty: 5708.437988
	Iteration 23Q: 3 clusters Score -9832683 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -9833110.000000 Penalty: 5708.437988
	Iteration 24Q: 3 clusters Score -9833110 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -9833780.000000 Penalty: 5708.437988
	Iteration 25Q: 3 clusters Score -9833780 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -9834662.000000 Penalty: 5708.437988
	Iteration 26Q: 3 clusters Score -9834662 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -9835918.000000 Penalty: 5708.437988
	Iteration 27Q: 3 clusters Score -9835918 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -9837471.000000 Penalty: 5708.437988
	Iteration 28Q: 3 clusters Score -9837471 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -9839098.000000 Penalty: 5708.437988
	Iteration 29Q: 3 clusters Score -9839098 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -9840286.000000 Penalty: 5708.437988
	Iteration 30Q: 3 clusters Score -9840286 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9841181.000000 Penalty: 5708.437988
	Iteration 31Q: 3 clusters Score -9841181 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -9841889.000000 Penalty: 5708.437988
	Iteration 32Q: 3 clusters Score -9841889 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -9842617.000000 Penalty: 5708.437988
	Iteration 33Q: 3 clusters Score -9842617 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9843265.000000 Penalty: 5708.437988
	Iteration 34Q: 3 clusters Score -9843265 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -9843822.000000 Penalty: 5708.437988
	Iteration 35Q: 3 clusters Score -9843822 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -9844127.000000 Penalty: 5708.437988
	Iteration 36Q: 3 clusters Score -9844127 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -9844346.000000 Penalty: 5708.437988
	Iteration 37Q: 3 clusters Score -9844346 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -9844533.000000 Penalty: 5708.437988
	Iteration 38Q: 3 clusters Score -9844533 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -9844615.000000 Penalty: 5708.437988
	Iteration 39Q: 3 clusters Score -9844615 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -9844767.000000 Penalty: 5708.437988
	Iteration 40F: 3 clusters Score -9844767 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -9844817.000000 Penalty: 5708.437988
	Iteration 41Q: 3 clusters Score -9844817 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -9844857.000000 Penalty: 5708.437988
	Iteration 42Q: 3 clusters Score -9844857 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -9844877.000000 Penalty: 5708.437988
	Iteration 43Q: 3 clusters Score -9844877 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -9844925.000000 Penalty: 5708.437988
	Iteration 44Q: 3 clusters Score -9844925 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -9844932.000000 Penalty: 5708.437988
	Iteration 45Q: 3 clusters Score -9844932 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -9844981.000000 Penalty: 5708.437988
	Iteration 46Q: 3 clusters Score -9844981 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -9844985.000000 Penalty: 5708.437988
	Iteration 47Q: 3 clusters Score -9844985 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -9845009.000000 Penalty: 5708.437988
	Iteration 48Q: 3 clusters Score -9845009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -9844994.000000 Penalty: 5708.437988
	Iteration 49Q: 3 clusters Score -9844994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -9845025.000000 Penalty: 5708.437988
	Iteration 50Q: 3 clusters Score -9845025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -9845035.000000 Penalty: 5708.437988
	Iteration 51Q: 3 clusters Score -9845035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -9845035.000000 Penalty: 5708.437988
	Iteration 52Q: 3 clusters Score -9845035 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9845006.000000 Penalty: 5708.437988
	Iteration 53Q: 3 clusters Score -9845006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -9844997.000000 Penalty: 5708.437988
	Iteration 54Q: 3 clusters Score -9844997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -9845005.000000 Penalty: 5708.437988
	Iteration 55Q: 3 clusters Score -9845005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -9845011.000000 Penalty: 5708.437988
	Iteration 56Q: 3 clusters Score -9845011 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -9845021.000000 Penalty: 5708.437988
	Iteration 57Q: 3 clusters Score -9845021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -9845003.000000 Penalty: 5708.437988
	Iteration 58Q: 3 clusters Score -9845003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -9844999.000000 Penalty: 5708.437988
	Iteration 59Q: 3 clusters Score -9844999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -9845015.000000 Penalty: 5708.437988
	Iteration 60F: 3 clusters Score -9845015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -9845014.000000 Penalty: 5708.437988
	Iteration 61Q: 3 clusters Score -9845014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -9845023.000000 Penalty: 5708.437988
	Iteration 62Q: 3 clusters Score -9845023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -9845033.000000 Penalty: 5708.437988
	Iteration 63Q: 3 clusters Score -9845033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -9845049.000000 Penalty: 5708.437988
	Iteration 64Q: 3 clusters Score -9845049 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -9845069.000000 Penalty: 5708.437988
	Iteration 65Q: 3 clusters Score -9845069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -9845061.000000 Penalty: 5708.437988
	Iteration 66Q: 3 clusters Score -9845061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9845066.000000 Penalty: 5708.437988
	Iteration 67Q: 3 clusters Score -9845066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -9845076.000000 Penalty: 5708.437988
	Iteration 68Q: 3 clusters Score -9845076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -9845062.000000 Penalty: 5708.437988
	Iteration 69Q: 3 clusters Score -9845062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -9845083.000000 Penalty: 5708.437988
	Iteration 70Q: 3 clusters Score -9845083 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -9845102.000000 Penalty: 5708.437988
	Iteration 71Q: 3 clusters Score -9845102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -9845112.000000 Penalty: 5708.437988
	Iteration 72Q: 3 clusters Score -9845112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -9845104.000000 Penalty: 5708.437988
	Iteration 73Q: 3 clusters Score -9845104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -9845099.000000 Penalty: 5708.437988
	Iteration 74Q: 3 clusters Score -9845099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -9845136.000000 Penalty: 5708.437988
	Iteration 75Q: 3 clusters Score -9845136 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -9845128.000000 Penalty: 5708.437988
	Iteration 76Q: 3 clusters Score -9845128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -9845162.000000 Penalty: 5708.437988
	Iteration 77Q: 3 clusters Score -9845162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -9845175.000000 Penalty: 5708.437988
	Iteration 78Q: 3 clusters Score -9845175 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -9845197.000000 Penalty: 5708.437988
	Iteration 79Q: 3 clusters Score -9845197 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -9845221.000000 Penalty: 5708.437988
	Iteration 80F: 3 clusters Score -9845221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -9845250.000000 Penalty: 5708.437988
	Iteration 81Q: 3 clusters Score -9845250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9845228.000000 Penalty: 5708.437988
	Iteration 82Q: 3 clusters Score -9845228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -9845256.000000 Penalty: 5708.437988
	Iteration 83Q: 3 clusters Score -9845256 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -9845266.000000 Penalty: 5708.437988
	Iteration 84Q: 3 clusters Score -9845266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -9845320.000000 Penalty: 5708.437988
	Iteration 85Q: 3 clusters Score -9845320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -9845311.000000 Penalty: 5708.437988
	Iteration 86Q: 3 clusters Score -9845311 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -9845349.000000 Penalty: 5708.437988
	Iteration 87Q: 3 clusters Score -9845349 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9845350.000000 Penalty: 5708.437988
	Iteration 88Q: 3 clusters Score -9845350 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -9845376.000000 Penalty: 5708.437988
	Iteration 89Q: 3 clusters Score -9845376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9845395.000000 Penalty: 5708.437988
	Iteration 90Q: 3 clusters Score -9845395 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -9845382.000000 Penalty: 5708.437988
	Iteration 91Q: 3 clusters Score -9845382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -9845396.000000 Penalty: 5708.437988
	Iteration 92Q: 3 clusters Score -9845396 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -9845411.000000 Penalty: 5708.437988
	Iteration 93Q: 3 clusters Score -9845411 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -9845395.000000 Penalty: 5708.437988
	Iteration 94Q: 3 clusters Score -9845395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -9845415.000000 Penalty: 5708.437988
	Iteration 95Q: 3 clusters Score -9845415 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -9845417.000000 Penalty: 5708.437988
	Iteration 96Q: 3 clusters Score -9845417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -9845400.000000 Penalty: 5708.437988
	Iteration 97Q: 3 clusters Score -9845400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -9845434.000000 Penalty: 5708.437988
	Iteration 98Q: 3 clusters Score -9845434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -9845431.000000 Penalty: 5708.437988
	Iteration 99Q: 3 clusters Score -9845431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -9845453.000000 Penalty: 5708.437988
	Iteration 100F: 3 clusters Score -9845453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -9845451.000000 Penalty: 5708.437988
	Iteration 101Q: 3 clusters Score -9845451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -9845452.000000 Penalty: 5708.437988
	Iteration 102Q: 3 clusters Score -9845452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -9845460.000000 Penalty: 5708.437988
	Iteration 103Q: 3 clusters Score -9845460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -9845457.000000 Penalty: 5708.437988
	Iteration 104Q: 3 clusters Score -9845457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -9845472.000000 Penalty: 5708.437988
	Iteration 105Q: 3 clusters Score -9845472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -9845461.000000 Penalty: 5708.437988
	Iteration 106Q: 3 clusters Score -9845461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -9845464.000000 Penalty: 5708.437988
	Iteration 107Q: 3 clusters Score -9845464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -9845481.000000 Penalty: 5708.437988
	Iteration 108Q: 3 clusters Score -9845481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -9845482.000000 Penalty: 5708.437988
	Iteration 109Q: 3 clusters Score -9845482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9845481.000000 Penalty: 5708.437988
	Iteration 110Q: 3 clusters Score -9845481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -9845486.000000 Penalty: 5708.437988
	Iteration 111Q: 3 clusters Score -9845486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -9845483.000000 Penalty: 5708.437988
	Iteration 112Q: 3 clusters Score -9845483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -9845490.000000 Penalty: 5708.437988
	Iteration 113Q: 3 clusters Score -9845490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -9845485.000000 Penalty: 5708.437988
	Iteration 114Q: 3 clusters Score -9845485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -9845489.000000 Penalty: 5708.437988
	Iteration 115Q: 3 clusters Score -9845489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -9845499.000000 Penalty: 5708.437988
	Iteration 116Q: 3 clusters Score -9845499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -9845508.000000 Penalty: 5708.437988
	Iteration 117Q: 3 clusters Score -9845508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -9845505.000000 Penalty: 5708.437988
	Iteration 118Q: 3 clusters Score -9845505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -9845489.000000 Penalty: 5708.437988
	Iteration 119Q: 3 clusters Score -9845489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -9845488.000000 Penalty: 5708.437988
	Iteration 120F: 3 clusters Score -9845488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -9845483.000000 Penalty: 5708.437988
	Iteration 121Q: 3 clusters Score -9845483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -9845481.000000 Penalty: 5708.437988
	Iteration 122Q: 3 clusters Score -9845481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -9845486.000000 Penalty: 5708.437988
	Iteration 123Q: 3 clusters Score -9845486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -9845485.000000 Penalty: 5708.437988
	Iteration 124Q: 3 clusters Score -9845485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -9845485.000000 Penalty: 5708.437988
	Iteration 125F: 3 clusters Score -9845485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Entering Unmasked Estep 
Score: -58727604.000000 Penalty: 76134.593750
Splitting cluster 4 changes total score from -58700936.000000 to -58727604.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (72580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Entering Unmasked Estep 
Score: -7068612.000000 Penalty: 2775.726318
	Iteration 0F: 2 clusters Score -7068612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7020028.000000 Penalty: 5551.452637
	Iteration 0F: 3 clusters Score -7020028 nChanged 34012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -7039630.500000 Penalty: 5551.452637
	Iteration 1F: 3 clusters Score -7039630 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7040856.500000 Penalty: 5551.452637
	Iteration 2Q: 3 clusters Score -7040856 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7042427.500000 Penalty: 5551.452637
	Iteration 3Q: 3 clusters Score -7042428 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -7044801.500000 Penalty: 5551.452637
	Iteration 4F: 3 clusters Score -7044802 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7048016.000000 Penalty: 5551.452637
	Iteration 5F: 3 clusters Score -7048016 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -7051441.500000 Penalty: 5551.452637
	Iteration 6F: 3 clusters Score -7051442 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -7054499.500000 Penalty: 5551.452637
	Iteration 7F: 3 clusters Score -7054500 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7056848.500000 Penalty: 5551.452637
	Iteration 8F: 3 clusters Score -7056848 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -7058646.500000 Penalty: 5551.452637
	Iteration 9Q: 3 clusters Score -7058646 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -7060020.000000 Penalty: 5551.452637
	Iteration 10Q: 3 clusters Score -7060020 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -7061077.000000 Penalty: 5551.452637
	Iteration 11Q: 3 clusters Score -7061077 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -7061916.000000 Penalty: 5551.452637
	Iteration 12Q: 3 clusters Score -7061916 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -7062553.000000 Penalty: 5551.452637
	Iteration 13Q: 3 clusters Score -7062553 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -7062996.000000 Penalty: 5551.452637
	Iteration 14Q: 3 clusters Score -7062996 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -7063372.500000 Penalty: 5551.452637
	Iteration 15Q: 3 clusters Score -7063372 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -7063738.500000 Penalty: 5551.452637
	Iteration 16Q: 3 clusters Score -7063738 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -7064072.000000 Penalty: 5551.452637
	Iteration 17Q: 3 clusters Score -7064072 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7064322.500000 Penalty: 5551.452637
	Iteration 18Q: 3 clusters Score -7064322 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -7064539.000000 Penalty: 5551.452637
	Iteration 19Q: 3 clusters Score -7064539 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -7064701.500000 Penalty: 5551.452637
	Iteration 20F: 3 clusters Score -7064702 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -7064854.000000 Penalty: 5551.452637
	Iteration 21Q: 3 clusters Score -7064854 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -7065011.000000 Penalty: 5551.452637
	Iteration 22Q: 3 clusters Score -7065011 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7065173.000000 Penalty: 5551.452637
	Iteration 23Q: 3 clusters Score -7065173 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7065304.000000 Penalty: 5551.452637
	Iteration 24Q: 3 clusters Score -7065304 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7065380.000000 Penalty: 5551.452637
	Iteration 25Q: 3 clusters Score -7065380 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7065496.000000 Penalty: 5551.452637
	Iteration 26Q: 3 clusters Score -7065496 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7065607.000000 Penalty: 5551.452637
	Iteration 27Q: 3 clusters Score -7065607 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7065687.000000 Penalty: 5551.452637
	Iteration 28Q: 3 clusters Score -7065687 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7065752.000000 Penalty: 5551.452637
	Iteration 29Q: 3 clusters Score -7065752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7065806.000000 Penalty: 5551.452637
	Iteration 30Q: 3 clusters Score -7065806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7065848.000000 Penalty: 5551.452637
	Iteration 31Q: 3 clusters Score -7065848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7065909.500000 Penalty: 5551.452637
	Iteration 32Q: 3 clusters Score -7065910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7065942.000000 Penalty: 5551.452637
	Iteration 33Q: 3 clusters Score -7065942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7065968.500000 Penalty: 5551.452637
	Iteration 34Q: 3 clusters Score -7065968 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7065989.000000 Penalty: 5551.452637
	Iteration 35Q: 3 clusters Score -7065989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7066024.000000 Penalty: 5551.452637
	Iteration 36Q: 3 clusters Score -7066024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7066058.500000 Penalty: 5551.452637
	Iteration 37Q: 3 clusters Score -7066058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7066091.000000 Penalty: 5551.452637
	Iteration 38Q: 3 clusters Score -7066091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7066124.500000 Penalty: 5551.452637
	Iteration 39Q: 3 clusters Score -7066124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7066142.000000 Penalty: 5551.452637
	Iteration 40F: 3 clusters Score -7066142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7066154.000000 Penalty: 5551.452637
	Iteration 41Q: 3 clusters Score -7066154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7066172.000000 Penalty: 5551.452637
	Iteration 42Q: 3 clusters Score -7066172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7066188.500000 Penalty: 5551.452637
	Iteration 43Q: 3 clusters Score -7066188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7066218.500000 Penalty: 5551.452637
	Iteration 44Q: 3 clusters Score -7066218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7066234.000000 Penalty: 5551.452637
	Iteration 45Q: 3 clusters Score -7066234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7066244.500000 Penalty: 5551.452637
	Iteration 46Q: 3 clusters Score -7066244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7066253.500000 Penalty: 5551.452637
	Iteration 47Q: 3 clusters Score -7066254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7066279.500000 Penalty: 5551.452637
	Iteration 48Q: 3 clusters Score -7066280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7066293.500000 Penalty: 5551.452637
	Iteration 49Q: 3 clusters Score -7066294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7066312.000000 Penalty: 5551.452637
	Iteration 50Q: 3 clusters Score -7066312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7066316.000000 Penalty: 5551.452637
	Iteration 51Q: 3 clusters Score -7066316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7066308.500000 Penalty: 5551.452637
	Iteration 52Q: 3 clusters Score -7066308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7066320.500000 Penalty: 5551.452637
	Iteration 53Q: 3 clusters Score -7066320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7066332.500000 Penalty: 5551.452637
	Iteration 54Q: 3 clusters Score -7066332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7066329.500000 Penalty: 5551.452637
	Iteration 55Q: 3 clusters Score -7066330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7066339.500000 Penalty: 5551.452637
	Iteration 56Q: 3 clusters Score -7066340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7066345.500000 Penalty: 5551.452637
	Iteration 57Q: 3 clusters Score -7066346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7066354.500000 Penalty: 5551.452637
	Iteration 58Q: 3 clusters Score -7066354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7066353.500000 Penalty: 5551.452637
	Iteration 59Q: 3 clusters Score -7066354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7066354.000000 Penalty: 5551.452637
	Iteration 60F: 3 clusters Score -7066354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7066353.500000 Penalty: 5551.452637
	Iteration 61Q: 3 clusters Score -7066354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7066347.000000 Penalty: 5551.452637
	Iteration 62Q: 3 clusters Score -7066347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7066346.500000 Penalty: 5551.452637
	Iteration 63Q: 3 clusters Score -7066346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7066346.000000 Penalty: 5551.452637
	Iteration 64Q: 3 clusters Score -7066346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7066345.000000 Penalty: 5551.452637
	Iteration 65Q: 3 clusters Score -7066345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7066344.500000 Penalty: 5551.452637
	Iteration 66Q: 3 clusters Score -7066344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7066350.500000 Penalty: 5551.452637
	Iteration 67Q: 3 clusters Score -7066350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7066353.500000 Penalty: 5551.452637
	Iteration 68Q: 3 clusters Score -7066354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7066349.500000 Penalty: 5551.452637
	Iteration 69Q: 3 clusters Score -7066350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7066356.000000 Penalty: 5551.452637
	Iteration 70Q: 3 clusters Score -7066356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7066355.000000 Penalty: 5551.452637
	Iteration 71Q: 3 clusters Score -7066355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7066352.000000 Penalty: 5551.452637
	Iteration 72Q: 3 clusters Score -7066352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7066355.000000 Penalty: 5551.452637
	Iteration 73Q: 3 clusters Score -7066355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7066362.500000 Penalty: 5551.452637
	Iteration 74Q: 3 clusters Score -7066362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7066363.000000 Penalty: 5551.452637
	Iteration 75Q: 3 clusters Score -7066363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7066364.000000 Penalty: 5551.452637
	Iteration 76Q: 3 clusters Score -7066364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7066362.500000 Penalty: 5551.452637
	Iteration 77Q: 3 clusters Score -7066362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7066364.000000 Penalty: 5551.452637
	Iteration 78Q: 3 clusters Score -7066364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7066357.500000 Penalty: 5551.452637
	Iteration 79Q: 3 clusters Score -7066358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7066366.500000 Penalty: 5551.452637
	Iteration 80F: 3 clusters Score -7066366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7066365.000000 Penalty: 5551.452637
	Iteration 81Q: 3 clusters Score -7066365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7066366.000000 Penalty: 5551.452637
	Iteration 82Q: 3 clusters Score -7066366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7066364.500000 Penalty: 5551.452637
	Iteration 83Q: 3 clusters Score -7066364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7066364.000000 Penalty: 5551.452637
	Iteration 84Q: 3 clusters Score -7066364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7066364.000000 Penalty: 5551.452637
	Iteration 85F: 3 clusters Score -7066364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -485661.968750 Penalty: 2168.909424
	Iteration 0F: 2 clusters Score -485662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -480438.687500 Penalty: 4337.818848
	Iteration 0F: 3 clusters Score -480438.7 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -483672.156250 Penalty: 4337.818848
	Iteration 1F: 3 clusters Score -483672.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -486440.218750 Penalty: 4337.818848
	Iteration 2F: 3 clusters Score -486440.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -487844.750000 Penalty: 4337.818848
	Iteration 3F: 3 clusters Score -487844.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -488339.531250 Penalty: 4337.818848
	Iteration 4F: 3 clusters Score -488339.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -488580.125000 Penalty: 4337.818848
	Iteration 5Q: 3 clusters Score -488580.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -488818.093750 Penalty: 4337.818848
	Iteration 6Q: 3 clusters Score -488818.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -488964.750000 Penalty: 4337.818848
	Iteration 7Q: 3 clusters Score -488964.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -489056.875000 Penalty: 4337.818848
	Iteration 8Q: 3 clusters Score -489056.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -489109.281250 Penalty: 4337.818848
	Iteration 9Q: 3 clusters Score -489109.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -489150.468750 Penalty: 4337.818848
	Iteration 10Q: 3 clusters Score -489150.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -489183.500000 Penalty: 4337.818848
	Iteration 11Q: 3 clusters Score -489183.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -489207.718750 Penalty: 4337.818848
	Iteration 12Q: 3 clusters Score -489207.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -489237.437500 Penalty: 4337.818848
	Iteration 13Q: 3 clusters Score -489237.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -489271.781250 Penalty: 4337.818848
	Iteration 14Q: 3 clusters Score -489271.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -489313.156250 Penalty: 4337.818848
	Iteration 15Q: 3 clusters Score -489313.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -489342.281250 Penalty: 4337.818848
	Iteration 16Q: 3 clusters Score -489342.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -489363.000000 Penalty: 4337.818848
	Iteration 17Q: 3 clusters Score -489363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -489380.812500 Penalty: 4337.818848
	Iteration 18Q: 3 clusters Score -489380.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -489399.125000 Penalty: 4337.818848
	Iteration 19Q: 3 clusters Score -489399.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -489427.593750 Penalty: 4337.818848
	Iteration 20F: 3 clusters Score -489427.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -489457.281250 Penalty: 4337.818848
	Iteration 21Q: 3 clusters Score -489457.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -489487.812500 Penalty: 4337.818848
	Iteration 22Q: 3 clusters Score -489487.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -489521.812500 Penalty: 4337.818848
	Iteration 23Q: 3 clusters Score -489521.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -489543.062500 Penalty: 4337.818848
	Iteration 24Q: 3 clusters Score -489543.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -489561.156250 Penalty: 4337.818848
	Iteration 25Q: 3 clusters Score -489561.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -489581.031250 Penalty: 4337.818848
	Iteration 26Q: 3 clusters Score -489581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -489595.750000 Penalty: 4337.818848
	Iteration 27Q: 3 clusters Score -489595.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -489612.000000 Penalty: 4337.818848
	Iteration 28Q: 3 clusters Score -489612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -489631.156250 Penalty: 4337.818848
	Iteration 29Q: 3 clusters Score -489631.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -489657.312500 Penalty: 4337.818848
	Iteration 30Q: 3 clusters Score -489657.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -489690.718750 Penalty: 4337.818848
	Iteration 31Q: 3 clusters Score -489690.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -489764.156250 Penalty: 4337.818848
	Iteration 32Q: 3 clusters Score -489764.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -489840.718750 Penalty: 4337.818848
	Iteration 33Q: 3 clusters Score -489840.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -489887.937500 Penalty: 4337.818848
	Iteration 34Q: 3 clusters Score -489887.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -489904.093750 Penalty: 4337.818848
	Iteration 35Q: 3 clusters Score -489904.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -489914.906250 Penalty: 4337.818848
	Iteration 36Q: 3 clusters Score -489914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -489918.187500 Penalty: 4337.818848
	Iteration 37Q: 3 clusters Score -489918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -489919.593750 Penalty: 4337.818848
	Iteration 38Q: 3 clusters Score -489919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -489920.468750 Penalty: 4337.818848
	Iteration 39Q: 3 clusters Score -489920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -489921.906250 Penalty: 4337.818848
	Iteration 40F: 3 clusters Score -489921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -489922.718750 Penalty: 4337.818848
	Iteration 41Q: 3 clusters Score -489922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -489922.843750 Penalty: 4337.818848
	Iteration 42Q: 3 clusters Score -489922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -489923.187500 Penalty: 4337.818848
	Iteration 43Q: 3 clusters Score -489923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -489925.250000 Penalty: 4337.818848
	Iteration 44Q: 3 clusters Score -489925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -489927.843750 Penalty: 4337.818848
	Iteration 45Q: 3 clusters Score -489927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -489928.375000 Penalty: 4337.818848
	Iteration 46Q: 3 clusters Score -489928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -489929.187500 Penalty: 4337.818848
	Iteration 47Q: 3 clusters Score -489929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -489929.781250 Penalty: 4337.818848
	Iteration 48Q: 3 clusters Score -489929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -489930.000000 Penalty: 4337.818848
	Iteration 49Q: 3 clusters Score -489930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -489930.000000 Penalty: 4337.818848
	Iteration 50F: 3 clusters Score -489930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Entering Unmasked Estep 
Score: -58730708.000000 Penalty: 79444.796875
Splitting cluster 6 changes total score from -58700936.000000 to -58730708.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (18943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Entering Unmasked Estep 
Score: -1772796.875000 Penalty: 2442.599121
	Iteration 0F: 2 clusters Score -1772797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1759551.000000 Penalty: 4885.198242
	Iteration 0F: 3 clusters Score -1759551 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1764394.875000 Penalty: 4885.198242
	Iteration 1F: 3 clusters Score -1764395 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1765359.750000 Penalty: 4885.198242
	Iteration 2F: 3 clusters Score -1765360 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1766454.625000 Penalty: 4885.198242
	Iteration 3F: 3 clusters Score -1766455 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1767642.000000 Penalty: 4885.198242
	Iteration 4F: 3 clusters Score -1767642 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1768730.625000 Penalty: 4885.198242
	Iteration 5F: 3 clusters Score -1768731 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1769623.125000 Penalty: 4885.198242
	Iteration 6F: 3 clusters Score -1769623 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1770253.375000 Penalty: 4885.198242
	Iteration 7Q: 3 clusters Score -1770253 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1770602.125000 Penalty: 4885.198242
	Iteration 8Q: 3 clusters Score -1770602 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1770775.000000 Penalty: 4885.198242
	Iteration 9Q: 3 clusters Score -1770775 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1770869.875000 Penalty: 4885.198242
	Iteration 10Q: 3 clusters Score -1770870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1770915.875000 Penalty: 4885.198242
	Iteration 11Q: 3 clusters Score -1770916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1770947.125000 Penalty: 4885.198242
	Iteration 12Q: 3 clusters Score -1770947 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1770970.250000 Penalty: 4885.198242
	Iteration 13Q: 3 clusters Score -1770970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1770987.875000 Penalty: 4885.198242
	Iteration 14Q: 3 clusters Score -1770988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1770993.875000 Penalty: 4885.198242
	Iteration 15Q: 3 clusters Score -1770994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1771003.625000 Penalty: 4885.198242
	Iteration 16Q: 3 clusters Score -1771004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1771015.125000 Penalty: 4885.198242
	Iteration 17Q: 3 clusters Score -1771015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1771027.250000 Penalty: 4885.198242
	Iteration 18Q: 3 clusters Score -1771027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1771029.500000 Penalty: 4885.198242
	Iteration 19Q: 3 clusters Score -1771030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1771039.875000 Penalty: 4885.198242
	Iteration 20F: 3 clusters Score -1771040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1771061.250000 Penalty: 4885.198242
	Iteration 21Q: 3 clusters Score -1771061 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1771079.250000 Penalty: 4885.198242
	Iteration 22Q: 3 clusters Score -1771079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1771092.125000 Penalty: 4885.198242
	Iteration 23Q: 3 clusters Score -1771092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1771105.500000 Penalty: 4885.198242
	Iteration 24Q: 3 clusters Score -1771106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1771117.375000 Penalty: 4885.198242
	Iteration 25Q: 3 clusters Score -1771117 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1771128.750000 Penalty: 4885.198242
	Iteration 26Q: 3 clusters Score -1771129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1771143.625000 Penalty: 4885.198242
	Iteration 27Q: 3 clusters Score -1771144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1771152.625000 Penalty: 4885.198242
	Iteration 28Q: 3 clusters Score -1771153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1771171.625000 Penalty: 4885.198242
	Iteration 29Q: 3 clusters Score -1771172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1771188.625000 Penalty: 4885.198242
	Iteration 30Q: 3 clusters Score -1771189 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1771214.000000 Penalty: 4885.198242
	Iteration 31Q: 3 clusters Score -1771214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1771240.000000 Penalty: 4885.198242
	Iteration 32Q: 3 clusters Score -1771240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1771256.500000 Penalty: 4885.198242
	Iteration 33Q: 3 clusters Score -1771256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1771278.250000 Penalty: 4885.198242
	Iteration 34Q: 3 clusters Score -1771278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1771296.000000 Penalty: 4885.198242
	Iteration 35Q: 3 clusters Score -1771296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1771329.500000 Penalty: 4885.198242
	Iteration 36Q: 3 clusters Score -1771330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1771354.000000 Penalty: 4885.198242
	Iteration 37Q: 3 clusters Score -1771354 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1771386.375000 Penalty: 4885.198242
	Iteration 38Q: 3 clusters Score -1771386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1771425.000000 Penalty: 4885.198242
	Iteration 39Q: 3 clusters Score -1771425 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1771465.625000 Penalty: 4885.198242
	Iteration 40F: 3 clusters Score -1771466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1771505.125000 Penalty: 4885.198242
	Iteration 41Q: 3 clusters Score -1771505 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1771551.500000 Penalty: 4885.198242
	Iteration 42Q: 3 clusters Score -1771552 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1771600.750000 Penalty: 4885.198242
	Iteration 43Q: 3 clusters Score -1771601 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1771642.500000 Penalty: 4885.198242
	Iteration 44Q: 3 clusters Score -1771642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1771680.375000 Penalty: 4885.198242
	Iteration 45Q: 3 clusters Score -1771680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1771712.000000 Penalty: 4885.198242
	Iteration 46Q: 3 clusters Score -1771712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1771752.750000 Penalty: 4885.198242
	Iteration 47Q: 3 clusters Score -1771753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1771780.375000 Penalty: 4885.198242
	Iteration 48Q: 3 clusters Score -1771780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1771805.625000 Penalty: 4885.198242
	Iteration 49Q: 3 clusters Score -1771806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1771827.000000 Penalty: 4885.198242
	Iteration 50Q: 3 clusters Score -1771827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1771854.250000 Penalty: 4885.198242
	Iteration 51Q: 3 clusters Score -1771854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1771880.250000 Penalty: 4885.198242
	Iteration 52Q: 3 clusters Score -1771880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1771902.875000 Penalty: 4885.198242
	Iteration 53Q: 3 clusters Score -1771903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1771919.000000 Penalty: 4885.198242
	Iteration 54Q: 3 clusters Score -1771919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1771937.875000 Penalty: 4885.198242
	Iteration 55Q: 3 clusters Score -1771938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1771946.625000 Penalty: 4885.198242
	Iteration 56Q: 3 clusters Score -1771947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1771960.875000 Penalty: 4885.198242
	Iteration 57Q: 3 clusters Score -1771961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1771971.375000 Penalty: 4885.198242
	Iteration 58Q: 3 clusters Score -1771971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1771987.750000 Penalty: 4885.198242
	Iteration 59Q: 3 clusters Score -1771988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1772000.000000 Penalty: 4885.198242
	Iteration 60F: 3 clusters Score -1772000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1772001.125000 Penalty: 4885.198242
	Iteration 61Q: 3 clusters Score -1772001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1772012.500000 Penalty: 4885.198242
	Iteration 62Q: 3 clusters Score -1772012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1772015.750000 Penalty: 4885.198242
	Iteration 63Q: 3 clusters Score -1772016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1772027.625000 Penalty: 4885.198242
	Iteration 64Q: 3 clusters Score -1772028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1772026.500000 Penalty: 4885.198242
	Iteration 65Q: 3 clusters Score -1772026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1772041.500000 Penalty: 4885.198242
	Iteration 66Q: 3 clusters Score -1772042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1772051.750000 Penalty: 4885.198242
	Iteration 67Q: 3 clusters Score -1772052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1772058.375000 Penalty: 4885.198242
	Iteration 68Q: 3 clusters Score -1772058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1772062.750000 Penalty: 4885.198242
	Iteration 69Q: 3 clusters Score -1772063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1772072.750000 Penalty: 4885.198242
	Iteration 70Q: 3 clusters Score -1772073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1772082.000000 Penalty: 4885.198242
	Iteration 71Q: 3 clusters Score -1772082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1772090.250000 Penalty: 4885.198242
	Iteration 72Q: 3 clusters Score -1772090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1772095.250000 Penalty: 4885.198242
	Iteration 73Q: 3 clusters Score -1772095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1772101.000000 Penalty: 4885.198242
	Iteration 74Q: 3 clusters Score -1772101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1772111.125000 Penalty: 4885.198242
	Iteration 75Q: 3 clusters Score -1772111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1772113.125000 Penalty: 4885.198242
	Iteration 76Q: 3 clusters Score -1772113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1772128.250000 Penalty: 4885.198242
	Iteration 77Q: 3 clusters Score -1772128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1772142.375000 Penalty: 4885.198242
	Iteration 78Q: 3 clusters Score -1772142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1772147.000000 Penalty: 4885.198242
	Iteration 79Q: 3 clusters Score -1772147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1772164.250000 Penalty: 4885.198242
	Iteration 80F: 3 clusters Score -1772164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1772182.125000 Penalty: 4885.198242
	Iteration 81Q: 3 clusters Score -1772182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1772197.125000 Penalty: 4885.198242
	Iteration 82Q: 3 clusters Score -1772197 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1772206.500000 Penalty: 4885.198242
	Iteration 83Q: 3 clusters Score -1772206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1772224.250000 Penalty: 4885.198242
	Iteration 84Q: 3 clusters Score -1772224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1772236.000000 Penalty: 4885.198242
	Iteration 85Q: 3 clusters Score -1772236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1772245.125000 Penalty: 4885.198242
	Iteration 86Q: 3 clusters Score -1772245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1772252.500000 Penalty: 4885.198242
	Iteration 87Q: 3 clusters Score -1772252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1772262.000000 Penalty: 4885.198242
	Iteration 88Q: 3 clusters Score -1772262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1772268.500000 Penalty: 4885.198242
	Iteration 89Q: 3 clusters Score -1772268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1772273.750000 Penalty: 4885.198242
	Iteration 90Q: 3 clusters Score -1772274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1772281.375000 Penalty: 4885.198242
	Iteration 91Q: 3 clusters Score -1772281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1772297.500000 Penalty: 4885.198242
	Iteration 92Q: 3 clusters Score -1772298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1772300.625000 Penalty: 4885.198242
	Iteration 93Q: 3 clusters Score -1772301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1772305.500000 Penalty: 4885.198242
	Iteration 94Q: 3 clusters Score -1772306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1772317.000000 Penalty: 4885.198242
	Iteration 95Q: 3 clusters Score -1772317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1772325.000000 Penalty: 4885.198242
	Iteration 96Q: 3 clusters Score -1772325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1772339.250000 Penalty: 4885.198242
	Iteration 97Q: 3 clusters Score -1772339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1772353.125000 Penalty: 4885.198242
	Iteration 98Q: 3 clusters Score -1772353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1772369.000000 Penalty: 4885.198242
	Iteration 99Q: 3 clusters Score -1772369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1772376.500000 Penalty: 4885.198242
	Iteration 100F: 3 clusters Score -1772376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1772392.125000 Penalty: 4885.198242
	Iteration 101Q: 3 clusters Score -1772392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1772408.625000 Penalty: 4885.198242
	Iteration 102Q: 3 clusters Score -1772409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1772425.250000 Penalty: 4885.198242
	Iteration 103Q: 3 clusters Score -1772425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1772433.375000 Penalty: 4885.198242
	Iteration 104Q: 3 clusters Score -1772433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1772448.125000 Penalty: 4885.198242
	Iteration 105Q: 3 clusters Score -1772448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1772449.750000 Penalty: 4885.198242
	Iteration 106Q: 3 clusters Score -1772450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1772451.875000 Penalty: 4885.198242
	Iteration 107Q: 3 clusters Score -1772452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1772462.375000 Penalty: 4885.198242
	Iteration 108Q: 3 clusters Score -1772462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1772469.375000 Penalty: 4885.198242
	Iteration 109Q: 3 clusters Score -1772469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1772474.500000 Penalty: 4885.198242
	Iteration 110Q: 3 clusters Score -1772474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1772476.375000 Penalty: 4885.198242
	Iteration 111Q: 3 clusters Score -1772476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1772474.625000 Penalty: 4885.198242
	Iteration 112Q: 3 clusters Score -1772475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1772479.250000 Penalty: 4885.198242
	Iteration 113Q: 3 clusters Score -1772479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1772477.000000 Penalty: 4885.198242
	Iteration 114Q: 3 clusters Score -1772477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1772489.125000 Penalty: 4885.198242
	Iteration 115Q: 3 clusters Score -1772489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1772489.125000 Penalty: 4885.198242
	Iteration 116Q: 3 clusters Score -1772489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1772494.625000 Penalty: 4885.198242
	Iteration 117Q: 3 clusters Score -1772495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1772496.500000 Penalty: 4885.198242
	Iteration 118Q: 3 clusters Score -1772496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1772497.250000 Penalty: 4885.198242
	Iteration 119Q: 3 clusters Score -1772497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1772501.000000 Penalty: 4885.198242
	Iteration 120F: 3 clusters Score -1772501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1772507.375000 Penalty: 4885.198242
	Iteration 121Q: 3 clusters Score -1772507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1772506.375000 Penalty: 4885.198242
	Iteration 122Q: 3 clusters Score -1772506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1772521.000000 Penalty: 4885.198242
	Iteration 123Q: 3 clusters Score -1772521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1772522.500000 Penalty: 4885.198242
	Iteration 124Q: 3 clusters Score -1772522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1772529.625000 Penalty: 4885.198242
	Iteration 125Q: 3 clusters Score -1772530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1772534.250000 Penalty: 4885.198242
	Iteration 126Q: 3 clusters Score -1772534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1772544.375000 Penalty: 4885.198242
	Iteration 127Q: 3 clusters Score -1772544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1772545.500000 Penalty: 4885.198242
	Iteration 128Q: 3 clusters Score -1772546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1772551.750000 Penalty: 4885.198242
	Iteration 129Q: 3 clusters Score -1772552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1772553.500000 Penalty: 4885.198242
	Iteration 130Q: 3 clusters Score -1772554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1772560.250000 Penalty: 4885.198242
	Iteration 131Q: 3 clusters Score -1772560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1772569.000000 Penalty: 4885.198242
	Iteration 132Q: 3 clusters Score -1772569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1772574.375000 Penalty: 4885.198242
	Iteration 133Q: 3 clusters Score -1772574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1772579.125000 Penalty: 4885.198242
	Iteration 134Q: 3 clusters Score -1772579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1772590.750000 Penalty: 4885.198242
	Iteration 135Q: 3 clusters Score -1772591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1772598.250000 Penalty: 4885.198242
	Iteration 136Q: 3 clusters Score -1772598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1772598.750000 Penalty: 4885.198242
	Iteration 137Q: 3 clusters Score -1772599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1772605.125000 Penalty: 4885.198242
	Iteration 138Q: 3 clusters Score -1772605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1772610.625000 Penalty: 4885.198242
	Iteration 139Q: 3 clusters Score -1772611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1772612.000000 Penalty: 4885.198242
	Iteration 140F: 3 clusters Score -1772612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1772611.750000 Penalty: 4885.198242
	Iteration 141Q: 3 clusters Score -1772612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1772615.375000 Penalty: 4885.198242
	Iteration 142Q: 3 clusters Score -1772615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1772618.000000 Penalty: 4885.198242
	Iteration 143Q: 3 clusters Score -1772618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1772625.000000 Penalty: 4885.198242
	Iteration 144Q: 3 clusters Score -1772625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1772628.125000 Penalty: 4885.198242
	Iteration 145Q: 3 clusters Score -1772628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1772629.875000 Penalty: 4885.198242
	Iteration 146Q: 3 clusters Score -1772630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1772631.500000 Penalty: 4885.198242
	Iteration 147Q: 3 clusters Score -1772632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1772637.125000 Penalty: 4885.198242
	Iteration 148Q: 3 clusters Score -1772637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1772639.125000 Penalty: 4885.198242
	Iteration 149Q: 3 clusters Score -1772639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1772638.000000 Penalty: 4885.198242
	Iteration 150Q: 3 clusters Score -1772638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1772643.375000 Penalty: 4885.198242
	Iteration 151Q: 3 clusters Score -1772643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1772639.000000 Penalty: 4885.198242
	Iteration 152Q: 3 clusters Score -1772639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1772640.000000 Penalty: 4885.198242
	Iteration 153Q: 3 clusters Score -1772640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1772640.500000 Penalty: 4885.198242
	Iteration 154Q: 3 clusters Score -1772640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1772647.125000 Penalty: 4885.198242
	Iteration 155Q: 3 clusters Score -1772647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1772652.875000 Penalty: 4885.198242
	Iteration 156Q: 3 clusters Score -1772653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1772656.625000 Penalty: 4885.198242
	Iteration 157Q: 3 clusters Score -1772657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1772662.750000 Penalty: 4885.198242
	Iteration 158Q: 3 clusters Score -1772663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1772657.875000 Penalty: 4885.198242
	Iteration 159Q: 3 clusters Score -1772658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1772662.250000 Penalty: 4885.198242
	Iteration 160F: 3 clusters Score -1772662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1772672.375000 Penalty: 4885.198242
	Iteration 161Q: 3 clusters Score -1772672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1772670.875000 Penalty: 4885.198242
	Iteration 162Q: 3 clusters Score -1772671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1772675.375000 Penalty: 4885.198242
	Iteration 163Q: 3 clusters Score -1772675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1772676.500000 Penalty: 4885.198242
	Iteration 164Q: 3 clusters Score -1772676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1772678.750000 Penalty: 4885.198242
	Iteration 165Q: 3 clusters Score -1772679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1772685.250000 Penalty: 4885.198242
	Iteration 166Q: 3 clusters Score -1772685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1772688.750000 Penalty: 4885.198242
	Iteration 167Q: 3 clusters Score -1772689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1772685.375000 Penalty: 4885.198242
	Iteration 168Q: 3 clusters Score -1772685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1772686.250000 Penalty: 4885.198242
	Iteration 169Q: 3 clusters Score -1772686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1772687.500000 Penalty: 4885.198242
	Iteration 170Q: 3 clusters Score -1772688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1772688.000000 Penalty: 4885.198242
	Iteration 171Q: 3 clusters Score -1772688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1772687.500000 Penalty: 4885.198242
	Iteration 172Q: 3 clusters Score -1772688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1772690.000000 Penalty: 4885.198242
	Iteration 173Q: 3 clusters Score -1772690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1772686.125000 Penalty: 4885.198242
	Iteration 174Q: 3 clusters Score -1772686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1772682.125000 Penalty: 4885.198242
	Iteration 175Q: 3 clusters Score -1772682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1772688.125000 Penalty: 4885.198242
	Iteration 176Q: 3 clusters Score -1772688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1772689.500000 Penalty: 4885.198242
	Iteration 177Q: 3 clusters Score -1772690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1772685.000000 Penalty: 4885.198242
	Iteration 178Q: 3 clusters Score -1772685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1772684.500000 Penalty: 4885.198242
	Iteration 179Q: 3 clusters Score -1772684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1772686.375000 Penalty: 4885.198242
	Iteration 180F: 3 clusters Score -1772686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1772684.375000 Penalty: 4885.198242
	Iteration 181Q: 3 clusters Score -1772684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1772684.375000 Penalty: 4885.198242
	Iteration 182Q: 3 clusters Score -1772684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1772685.250000 Penalty: 4885.198242
	Iteration 183Q: 3 clusters Score -1772685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1772685.875000 Penalty: 4885.198242
	Iteration 184Q: 3 clusters Score -1772686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1772683.375000 Penalty: 4885.198242
	Iteration 185Q: 3 clusters Score -1772683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1772685.250000 Penalty: 4885.198242
	Iteration 186Q: 3 clusters Score -1772685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1772686.375000 Penalty: 4885.198242
	Iteration 187Q: 3 clusters Score -1772686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1772692.500000 Penalty: 4885.198242
	Iteration 188Q: 3 clusters Score -1772692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1772691.375000 Penalty: 4885.198242
	Iteration 189Q: 3 clusters Score -1772691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1772690.625000 Penalty: 4885.198242
	Iteration 190Q: 3 clusters Score -1772691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1772690.625000 Penalty: 4885.198242
	Iteration 191F: 3 clusters Score -1772691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Entering Unmasked Estep 
Score: -2039964.375000 Penalty: 2484.059814
	Iteration 0F: 2 clusters Score -2039964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2024408.750000 Penalty: 4968.119629
	Iteration 0F: 3 clusters Score -2024409 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2030124.375000 Penalty: 4968.119629
	Iteration 1F: 3 clusters Score -2030124 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2031094.000000 Penalty: 4968.119629
	Iteration 2F: 3 clusters Score -2031094 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2032426.625000 Penalty: 4968.119629
	Iteration 3F: 3 clusters Score -2032427 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2034057.000000 Penalty: 4968.119629
	Iteration 4F: 3 clusters Score -2034057 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2035718.875000 Penalty: 4968.119629
	Iteration 5F: 3 clusters Score -2035719 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2037166.375000 Penalty: 4968.119629
	Iteration 6F: 3 clusters Score -2037166 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2037964.750000 Penalty: 4968.119629
	Iteration 7F: 3 clusters Score -2037965 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2038347.500000 Penalty: 4968.119629
	Iteration 8Q: 3 clusters Score -2038348 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2038580.750000 Penalty: 4968.119629
	Iteration 9Q: 3 clusters Score -2038581 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2038819.750000 Penalty: 4968.119629
	Iteration 10Q: 3 clusters Score -2038820 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2039118.000000 Penalty: 4968.119629
	Iteration 11Q: 3 clusters Score -2039118 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2039482.375000 Penalty: 4968.119629
	Iteration 12Q: 3 clusters Score -2039482 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2039858.500000 Penalty: 4968.119629
	Iteration 13Q: 3 clusters Score -2039858 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2040191.500000 Penalty: 4968.119629
	Iteration 14Q: 3 clusters Score -2040192 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2040502.375000 Penalty: 4968.119629
	Iteration 15Q: 3 clusters Score -2040502 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2040749.375000 Penalty: 4968.119629
	Iteration 16Q: 3 clusters Score -2040749 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2040945.250000 Penalty: 4968.119629
	Iteration 17Q: 3 clusters Score -2040945 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2041092.000000 Penalty: 4968.119629
	Iteration 18Q: 3 clusters Score -2041092 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2041211.375000 Penalty: 4968.119629
	Iteration 19Q: 3 clusters Score -2041211 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2041328.625000 Penalty: 4968.119629
	Iteration 20F: 3 clusters Score -2041329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2041415.750000 Penalty: 4968.119629
	Iteration 21Q: 3 clusters Score -2041416 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2041458.500000 Penalty: 4968.119629
	Iteration 22Q: 3 clusters Score -2041458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2041478.375000 Penalty: 4968.119629
	Iteration 23Q: 3 clusters Score -2041478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2041497.125000 Penalty: 4968.119629
	Iteration 24Q: 3 clusters Score -2041497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2041500.875000 Penalty: 4968.119629
	Iteration 25Q: 3 clusters Score -2041501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2041504.375000 Penalty: 4968.119629
	Iteration 26Q: 3 clusters Score -2041504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2041513.250000 Penalty: 4968.119629
	Iteration 27Q: 3 clusters Score -2041513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2041520.875000 Penalty: 4968.119629
	Iteration 28Q: 3 clusters Score -2041521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2041522.500000 Penalty: 4968.119629
	Iteration 29Q: 3 clusters Score -2041522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2041529.875000 Penalty: 4968.119629
	Iteration 30Q: 3 clusters Score -2041530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2041538.125000 Penalty: 4968.119629
	Iteration 31Q: 3 clusters Score -2041538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2041538.250000 Penalty: 4968.119629
	Iteration 32Q: 3 clusters Score -2041538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2041536.000000 Penalty: 4968.119629
	Iteration 33Q: 3 clusters Score -2041536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2041536.750000 Penalty: 4968.119629
	Iteration 34Q: 3 clusters Score -2041537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2041539.125000 Penalty: 4968.119629
	Iteration 35Q: 3 clusters Score -2041539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2041539.500000 Penalty: 4968.119629
	Iteration 36Q: 3 clusters Score -2041540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2041541.625000 Penalty: 4968.119629
	Iteration 37Q: 3 clusters Score -2041542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2041539.500000 Penalty: 4968.119629
	Iteration 38Q: 3 clusters Score -2041540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2041540.375000 Penalty: 4968.119629
	Iteration 39Q: 3 clusters Score -2041540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2041540.375000 Penalty: 4968.119629
	Iteration 40F: 3 clusters Score -2041540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Entering Unmasked Estep 
Score: -58731432.000000 Penalty: 82754.992188
Splitting cluster 8 changes total score from -58700936.000000 to -58731432.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (11133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Entering Unmasked Estep 
Score: -993484.500000 Penalty: 2310.781982
	Iteration 0F: 2 clusters Score -993484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -985182.125000 Penalty: 4621.563965
	Iteration 0F: 3 clusters Score -985182.1 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -988910.312500 Penalty: 4621.563965
	Iteration 1F: 3 clusters Score -988910.3 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -991005.937500 Penalty: 4621.563965
	Iteration 2F: 3 clusters Score -991005.9 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -992738.875000 Penalty: 4621.563965
	Iteration 3F: 3 clusters Score -992738.9 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -994010.500000 Penalty: 4621.563965
	Iteration 4F: 3 clusters Score -994010.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -994765.937500 Penalty: 4621.563965
	Iteration 5F: 3 clusters Score -994765.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -995201.312500 Penalty: 4621.563965
	Iteration 6Q: 3 clusters Score -995201.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -995531.625000 Penalty: 4621.563965
	Iteration 7Q: 3 clusters Score -995531.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -995920.437500 Penalty: 4621.563965
	Iteration 8Q: 3 clusters Score -995920.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -996390.937500 Penalty: 4621.563965
	Iteration 9Q: 3 clusters Score -996390.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -996537.062500 Penalty: 4621.563965
	Iteration 10Q: 3 clusters Score -996537.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -996582.937500 Penalty: 4621.563965
	Iteration 11Q: 3 clusters Score -996582.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -996609.250000 Penalty: 4621.563965
	Iteration 12Q: 3 clusters Score -996609.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -996620.312500 Penalty: 4621.563965
	Iteration 13Q: 3 clusters Score -996620.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -996625.375000 Penalty: 4621.563965
	Iteration 14Q: 3 clusters Score -996625.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -996632.687500 Penalty: 4621.563965
	Iteration 15Q: 3 clusters Score -996632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -996634.437500 Penalty: 4621.563965
	Iteration 16Q: 3 clusters Score -996634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -996638.125000 Penalty: 4621.563965
	Iteration 17Q: 3 clusters Score -996638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -996640.875000 Penalty: 4621.563965
	Iteration 18Q: 3 clusters Score -996640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -996646.500000 Penalty: 4621.563965
	Iteration 19Q: 3 clusters Score -996646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -996648.875000 Penalty: 4621.563965
	Iteration 20F: 3 clusters Score -996648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -996647.937500 Penalty: 4621.563965
	Iteration 21Q: 3 clusters Score -996647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -996647.125000 Penalty: 4621.563965
	Iteration 22Q: 3 clusters Score -996647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -996645.750000 Penalty: 4621.563965
	Iteration 23Q: 3 clusters Score -996645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -996647.187500 Penalty: 4621.563965
	Iteration 24Q: 3 clusters Score -996647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -996647.312500 Penalty: 4621.563965
	Iteration 25Q: 3 clusters Score -996647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -996647.875000 Penalty: 4621.563965
	Iteration 26Q: 3 clusters Score -996647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -996648.250000 Penalty: 4621.563965
	Iteration 27Q: 3 clusters Score -996648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -996648.250000 Penalty: 4621.563965
	Iteration 28F: 3 clusters Score -996648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Entering Unmasked Estep 
Score: -58733628.000000 Penalty: 86065.195312
Splitting cluster 10 changes total score from -58700936.000000 to -58733628.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -214135.281250 Penalty: 1912.796997
	Iteration 0F: 2 clusters Score -214135.3 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 1097 members 
Entering Unmasked Estep 
Score: -211292.875000 Penalty: 3825.593994
	Iteration 0F: 3 clusters Score -211292.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211815.218750 Penalty: 3825.593994
	Iteration 1F: 3 clusters Score -211815.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -211955.750000 Penalty: 3825.593994
	Iteration 2F: 3 clusters Score -211955.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -212022.406250 Penalty: 3825.593994
	Iteration 3Q: 3 clusters Score -212022.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -212063.515625 Penalty: 3825.593994
	Iteration 4Q: 3 clusters Score -212063.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212103.437500 Penalty: 3825.593994
	Iteration 5Q: 3 clusters Score -212103.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -212136.734375 Penalty: 3825.593994
	Iteration 6Q: 3 clusters Score -212136.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212151.515625 Penalty: 3825.593994
	Iteration 7Q: 3 clusters Score -212151.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212168.734375 Penalty: 3825.593994
	Iteration 8Q: 3 clusters Score -212168.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212184.515625 Penalty: 3825.593994
	Iteration 9Q: 3 clusters Score -212184.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212200.312500 Penalty: 3825.593994
	Iteration 10Q: 3 clusters Score -212200.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -212211.328125 Penalty: 3825.593994
	Iteration 11Q: 3 clusters Score -212211.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212218.609375 Penalty: 3825.593994
	Iteration 12Q: 3 clusters Score -212218.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -212225.312500 Penalty: 3825.593994
	Iteration 13Q: 3 clusters Score -212225.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212234.093750 Penalty: 3825.593994
	Iteration 14Q: 3 clusters Score -212234.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212242.609375 Penalty: 3825.593994
	Iteration 15Q: 3 clusters Score -212242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212250.859375 Penalty: 3825.593994
	Iteration 16Q: 3 clusters Score -212250.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212259.031250 Penalty: 3825.593994
	Iteration 17Q: 3 clusters Score -212259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -212273.531250 Penalty: 3825.593994
	Iteration 18Q: 3 clusters Score -212273.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212283.312500 Penalty: 3825.593994
	Iteration 19Q: 3 clusters Score -212283.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212291.062500 Penalty: 3825.593994
	Iteration 20F: 3 clusters Score -212291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212298.062500 Penalty: 3825.593994
	Iteration 21Q: 3 clusters Score -212298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212299.937500 Penalty: 3825.593994
	Iteration 22Q: 3 clusters Score -212299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -212302.046875 Penalty: 3825.593994
	Iteration 23Q: 3 clusters Score -212302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -212303.343750 Penalty: 3825.593994
	Iteration 24Q: 3 clusters Score -212303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -212303.343750 Penalty: 3825.593994
	Iteration 25F: 3 clusters Score -212303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Entering Unmasked Estep 
Score: -1511514.000000 Penalty: 2402.593750
	Iteration 0F: 2 clusters Score -1511514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1500023.125000 Penalty: 4805.187500
	Iteration 0F: 3 clusters Score -1500023 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1504011.500000 Penalty: 4805.187500
	Iteration 1F: 3 clusters Score -1504012 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1504931.375000 Penalty: 4805.187500
	Iteration 2F: 3 clusters Score -1504931 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1506007.250000 Penalty: 4805.187500
	Iteration 3F: 3 clusters Score -1506007 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1507068.750000 Penalty: 4805.187500
	Iteration 4F: 3 clusters Score -1507069 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1508060.750000 Penalty: 4805.187500
	Iteration 5F: 3 clusters Score -1508061 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1508931.250000 Penalty: 4805.187500
	Iteration 6F: 3 clusters Score -1508931 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1509599.750000 Penalty: 4805.187500
	Iteration 7F: 3 clusters Score -1509600 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1510225.750000 Penalty: 4805.187500
	Iteration 8Q: 3 clusters Score -1510226 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1510782.625000 Penalty: 4805.187500
	Iteration 9Q: 3 clusters Score -1510783 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1511298.125000 Penalty: 4805.187500
	Iteration 10Q: 3 clusters Score -1511298 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1511757.000000 Penalty: 4805.187500
	Iteration 11Q: 3 clusters Score -1511757 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1512154.375000 Penalty: 4805.187500
	Iteration 12Q: 3 clusters Score -1512154 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1512427.750000 Penalty: 4805.187500
	Iteration 13Q: 3 clusters Score -1512428 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1512624.125000 Penalty: 4805.187500
	Iteration 14Q: 3 clusters Score -1512624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1512810.375000 Penalty: 4805.187500
	Iteration 15Q: 3 clusters Score -1512810 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1513004.125000 Penalty: 4805.187500
	Iteration 16Q: 3 clusters Score -1513004 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1513186.000000 Penalty: 4805.187500
	Iteration 17Q: 3 clusters Score -1513186 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1513302.375000 Penalty: 4805.187500
	Iteration 18Q: 3 clusters Score -1513302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1513372.250000 Penalty: 4805.187500
	Iteration 19Q: 3 clusters Score -1513372 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1513421.625000 Penalty: 4805.187500
	Iteration 20F: 3 clusters Score -1513422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1513477.625000 Penalty: 4805.187500
	Iteration 21Q: 3 clusters Score -1513478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1513525.125000 Penalty: 4805.187500
	Iteration 22Q: 3 clusters Score -1513525 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1513577.250000 Penalty: 4805.187500
	Iteration 23Q: 3 clusters Score -1513577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1513624.375000 Penalty: 4805.187500
	Iteration 24Q: 3 clusters Score -1513624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1513648.750000 Penalty: 4805.187500
	Iteration 25Q: 3 clusters Score -1513649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1513675.000000 Penalty: 4805.187500
	Iteration 26Q: 3 clusters Score -1513675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1513683.000000 Penalty: 4805.187500
	Iteration 27Q: 3 clusters Score -1513683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1513694.000000 Penalty: 4805.187500
	Iteration 28Q: 3 clusters Score -1513694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1513698.375000 Penalty: 4805.187500
	Iteration 29Q: 3 clusters Score -1513698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1513706.875000 Penalty: 4805.187500
	Iteration 30Q: 3 clusters Score -1513707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1513707.000000 Penalty: 4805.187500
	Iteration 31Q: 3 clusters Score -1513707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1513711.875000 Penalty: 4805.187500
	Iteration 32Q: 3 clusters Score -1513712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1513711.125000 Penalty: 4805.187500
	Iteration 33Q: 3 clusters Score -1513711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1513711.500000 Penalty: 4805.187500
	Iteration 34Q: 3 clusters Score -1513712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1513715.125000 Penalty: 4805.187500
	Iteration 35Q: 3 clusters Score -1513715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1513715.750000 Penalty: 4805.187500
	Iteration 36Q: 3 clusters Score -1513716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1513720.625000 Penalty: 4805.187500
	Iteration 37Q: 3 clusters Score -1513721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1513722.875000 Penalty: 4805.187500
	Iteration 38Q: 3 clusters Score -1513723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1513722.375000 Penalty: 4805.187500
	Iteration 39Q: 3 clusters Score -1513722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1513723.875000 Penalty: 4805.187500
	Iteration 40F: 3 clusters Score -1513724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1513726.250000 Penalty: 4805.187500
	Iteration 41Q: 3 clusters Score -1513726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1513730.250000 Penalty: 4805.187500
	Iteration 42Q: 3 clusters Score -1513730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1513731.250000 Penalty: 4805.187500
	Iteration 43Q: 3 clusters Score -1513731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1513726.375000 Penalty: 4805.187500
	Iteration 44Q: 3 clusters Score -1513726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1513728.750000 Penalty: 4805.187500
	Iteration 45Q: 3 clusters Score -1513729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1513726.500000 Penalty: 4805.187500
	Iteration 46Q: 3 clusters Score -1513726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1513726.500000 Penalty: 4805.187500
	Iteration 47F: 3 clusters Score -1513726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Entering Unmasked Estep 
Score: -58734804.000000 Penalty: 89375.398438
Splitting cluster 12 changes total score from -58700936.000000 to -58734804.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (14343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Entering Unmasked Estep 
Score: -1364817.875000 Penalty: 2373.612305
	Iteration 0F: 2 clusters Score -1364818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1354344.000000 Penalty: 4747.224609
	Iteration 0F: 3 clusters Score -1354344 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1357934.875000 Penalty: 4747.224609
	Iteration 1F: 3 clusters Score -1357935 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1358695.125000 Penalty: 4747.224609
	Iteration 2F: 3 clusters Score -1358695 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1359545.500000 Penalty: 4747.224609
	Iteration 3F: 3 clusters Score -1359546 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1360558.125000 Penalty: 4747.224609
	Iteration 4F: 3 clusters Score -1360558 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1361812.000000 Penalty: 4747.224609
	Iteration 5F: 3 clusters Score -1361812 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1362953.875000 Penalty: 4747.224609
	Iteration 6F: 3 clusters Score -1362954 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1363808.250000 Penalty: 4747.224609
	Iteration 7F: 3 clusters Score -1363808 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1364483.625000 Penalty: 4747.224609
	Iteration 8Q: 3 clusters Score -1364484 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1365066.375000 Penalty: 4747.224609
	Iteration 9Q: 3 clusters Score -1365066 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1365413.750000 Penalty: 4747.224609
	Iteration 10Q: 3 clusters Score -1365414 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1365566.125000 Penalty: 4747.224609
	Iteration 11Q: 3 clusters Score -1365566 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1365678.000000 Penalty: 4747.224609
	Iteration 12Q: 3 clusters Score -1365678 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1365769.000000 Penalty: 4747.224609
	Iteration 13Q: 3 clusters Score -1365769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1365854.500000 Penalty: 4747.224609
	Iteration 14Q: 3 clusters Score -1365854 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1365930.250000 Penalty: 4747.224609
	Iteration 15Q: 3 clusters Score -1365930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1366009.250000 Penalty: 4747.224609
	Iteration 16Q: 3 clusters Score -1366009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1366107.625000 Penalty: 4747.224609
	Iteration 17Q: 3 clusters Score -1366108 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1366250.625000 Penalty: 4747.224609
	Iteration 18Q: 3 clusters Score -1366251 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1366385.375000 Penalty: 4747.224609
	Iteration 19Q: 3 clusters Score -1366385 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1366557.125000 Penalty: 4747.224609
	Iteration 20F: 3 clusters Score -1366557 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1366753.500000 Penalty: 4747.224609
	Iteration 21Q: 3 clusters Score -1366754 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1366971.875000 Penalty: 4747.224609
	Iteration 22Q: 3 clusters Score -1366972 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1367292.375000 Penalty: 4747.224609
	Iteration 23Q: 3 clusters Score -1367292 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1367728.750000 Penalty: 4747.224609
	Iteration 24Q: 3 clusters Score -1367729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1368281.750000 Penalty: 4747.224609
	Iteration 25Q: 3 clusters Score -1368282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1368736.000000 Penalty: 4747.224609
	Iteration 26Q: 3 clusters Score -1368736 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1369036.000000 Penalty: 4747.224609
	Iteration 27Q: 3 clusters Score -1369036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1369219.125000 Penalty: 4747.224609
	Iteration 28Q: 3 clusters Score -1369219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1369302.625000 Penalty: 4747.224609
	Iteration 29Q: 3 clusters Score -1369303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1369323.875000 Penalty: 4747.224609
	Iteration 30Q: 3 clusters Score -1369324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1369329.250000 Penalty: 4747.224609
	Iteration 31Q: 3 clusters Score -1369329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1369331.500000 Penalty: 4747.224609
	Iteration 32Q: 3 clusters Score -1369332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1369330.000000 Penalty: 4747.224609
	Iteration 33Q: 3 clusters Score -1369330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1369334.125000 Penalty: 4747.224609
	Iteration 34Q: 3 clusters Score -1369334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1369334.125000 Penalty: 4747.224609
	Iteration 35F: 3 clusters Score -1369334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Entering Unmasked Estep 
Score: -58738444.000000 Penalty: 92685.593750
Splitting cluster 13 changes total score from -58700936.000000 to -58738444.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (44506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Entering Unmasked Estep 
Score: -4352429.500000 Penalty: 2654.438232
	Iteration 0F: 2 clusters Score -4352430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4322338.000000 Penalty: 5308.876465
	Iteration 0F: 3 clusters Score -4322338 nChanged 20453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4333884.000000 Penalty: 5308.876465
	Iteration 1F: 3 clusters Score -4333884 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4334727.500000 Penalty: 5308.876465
	Iteration 2Q: 3 clusters Score -4334728 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4335875.500000 Penalty: 5308.876465
	Iteration 3F: 3 clusters Score -4335876 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4337352.000000 Penalty: 5308.876465
	Iteration 4F: 3 clusters Score -4337352 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4339503.000000 Penalty: 5308.876465
	Iteration 5F: 3 clusters Score -4339503 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4342180.000000 Penalty: 5308.876465
	Iteration 6F: 3 clusters Score -4342180 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4344818.500000 Penalty: 5308.876465
	Iteration 7F: 3 clusters Score -4344818 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4346884.000000 Penalty: 5308.876465
	Iteration 8F: 3 clusters Score -4346884 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4348209.500000 Penalty: 5308.876465
	Iteration 9Q: 3 clusters Score -4348210 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4349043.000000 Penalty: 5308.876465
	Iteration 10Q: 3 clusters Score -4349043 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4349578.500000 Penalty: 5308.876465
	Iteration 11Q: 3 clusters Score -4349578 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4349955.500000 Penalty: 5308.876465
	Iteration 12Q: 3 clusters Score -4349956 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4350206.500000 Penalty: 5308.876465
	Iteration 13Q: 3 clusters Score -4350206 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4350419.000000 Penalty: 5308.876465
	Iteration 14Q: 3 clusters Score -4350419 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4350588.000000 Penalty: 5308.876465
	Iteration 15Q: 3 clusters Score -4350588 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4350747.500000 Penalty: 5308.876465
	Iteration 16Q: 3 clusters Score -4350748 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -4350882.500000 Penalty: 5308.876465
	Iteration 17Q: 3 clusters Score -4350882 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4350964.500000 Penalty: 5308.876465
	Iteration 18Q: 3 clusters Score -4350964 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4351080.000000 Penalty: 5308.876465
	Iteration 19Q: 3 clusters Score -4351080 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4351162.500000 Penalty: 5308.876465
	Iteration 20F: 3 clusters Score -4351162 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4351235.500000 Penalty: 5308.876465
	Iteration 21Q: 3 clusters Score -4351236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4351306.500000 Penalty: 5308.876465
	Iteration 22Q: 3 clusters Score -4351306 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4351370.000000 Penalty: 5308.876465
	Iteration 23Q: 3 clusters Score -4351370 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4351392.500000 Penalty: 5308.876465
	Iteration 24Q: 3 clusters Score -4351392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4351451.500000 Penalty: 5308.876465
	Iteration 25Q: 3 clusters Score -4351452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4351484.000000 Penalty: 5308.876465
	Iteration 26Q: 3 clusters Score -4351484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4351550.500000 Penalty: 5308.876465
	Iteration 27Q: 3 clusters Score -4351550 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -4351588.500000 Penalty: 5308.876465
	Iteration 28Q: 3 clusters Score -4351588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4351628.000000 Penalty: 5308.876465
	Iteration 29Q: 3 clusters Score -4351628 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4351657.500000 Penalty: 5308.876465
	Iteration 30Q: 3 clusters Score -4351658 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4351668.000000 Penalty: 5308.876465
	Iteration 31Q: 3 clusters Score -4351668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4351672.500000 Penalty: 5308.876465
	Iteration 32Q: 3 clusters Score -4351672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4351704.500000 Penalty: 5308.876465
	Iteration 33Q: 3 clusters Score -4351704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4351719.000000 Penalty: 5308.876465
	Iteration 34Q: 3 clusters Score -4351719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4351723.500000 Penalty: 5308.876465
	Iteration 35Q: 3 clusters Score -4351724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4351730.000000 Penalty: 5308.876465
	Iteration 36Q: 3 clusters Score -4351730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4351746.500000 Penalty: 5308.876465
	Iteration 37Q: 3 clusters Score -4351746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4351764.500000 Penalty: 5308.876465
	Iteration 38Q: 3 clusters Score -4351764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4351774.000000 Penalty: 5308.876465
	Iteration 39Q: 3 clusters Score -4351774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4351790.000000 Penalty: 5308.876465
	Iteration 40F: 3 clusters Score -4351790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4351799.000000 Penalty: 5308.876465
	Iteration 41Q: 3 clusters Score -4351799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4351806.000000 Penalty: 5308.876465
	Iteration 42Q: 3 clusters Score -4351806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4351806.000000 Penalty: 5308.876465
	Iteration 43Q: 3 clusters Score -4351806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4351808.000000 Penalty: 5308.876465
	Iteration 44Q: 3 clusters Score -4351808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4351823.500000 Penalty: 5308.876465
	Iteration 45Q: 3 clusters Score -4351824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4351819.000000 Penalty: 5308.876465
	Iteration 46Q: 3 clusters Score -4351819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4351817.000000 Penalty: 5308.876465
	Iteration 47Q: 3 clusters Score -4351817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4351820.000000 Penalty: 5308.876465
	Iteration 48Q: 3 clusters Score -4351820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4351822.000000 Penalty: 5308.876465
	Iteration 49Q: 3 clusters Score -4351822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4351828.000000 Penalty: 5308.876465
	Iteration 50Q: 3 clusters Score -4351828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4351826.000000 Penalty: 5308.876465
	Iteration 51Q: 3 clusters Score -4351826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4351827.500000 Penalty: 5308.876465
	Iteration 52Q: 3 clusters Score -4351828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4351828.500000 Penalty: 5308.876465
	Iteration 53Q: 3 clusters Score -4351828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4351833.500000 Penalty: 5308.876465
	Iteration 54Q: 3 clusters Score -4351834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4351840.500000 Penalty: 5308.876465
	Iteration 55Q: 3 clusters Score -4351840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4351834.500000 Penalty: 5308.876465
	Iteration 56Q: 3 clusters Score -4351834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4351833.500000 Penalty: 5308.876465
	Iteration 57Q: 3 clusters Score -4351834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4351836.000000 Penalty: 5308.876465
	Iteration 58Q: 3 clusters Score -4351836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4351838.000000 Penalty: 5308.876465
	Iteration 59Q: 3 clusters Score -4351838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4351839.000000 Penalty: 5308.876465
	Iteration 60F: 3 clusters Score -4351839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4351845.000000 Penalty: 5308.876465
	Iteration 61Q: 3 clusters Score -4351845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4351846.000000 Penalty: 5308.876465
	Iteration 62Q: 3 clusters Score -4351846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4351843.000000 Penalty: 5308.876465
	Iteration 63Q: 3 clusters Score -4351843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4351845.500000 Penalty: 5308.876465
	Iteration 64Q: 3 clusters Score -4351846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4351845.500000 Penalty: 5308.876465
	Iteration 65Q: 3 clusters Score -4351846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4351847.000000 Penalty: 5308.876465
	Iteration 66Q: 3 clusters Score -4351847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4351850.500000 Penalty: 5308.876465
	Iteration 67Q: 3 clusters Score -4351850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4351853.500000 Penalty: 5308.876465
	Iteration 68Q: 3 clusters Score -4351854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4351846.500000 Penalty: 5308.876465
	Iteration 69Q: 3 clusters Score -4351846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4351854.000000 Penalty: 5308.876465
	Iteration 70Q: 3 clusters Score -4351854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4351861.000000 Penalty: 5308.876465
	Iteration 71Q: 3 clusters Score -4351861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4351861.000000 Penalty: 5308.876465
	Iteration 72Q: 3 clusters Score -4351861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4351860.000000 Penalty: 5308.876465
	Iteration 73Q: 3 clusters Score -4351860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4351869.500000 Penalty: 5308.876465
	Iteration 74Q: 3 clusters Score -4351870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4351864.000000 Penalty: 5308.876465
	Iteration 75Q: 3 clusters Score -4351864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4351864.500000 Penalty: 5308.876465
	Iteration 76Q: 3 clusters Score -4351864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4351861.500000 Penalty: 5308.876465
	Iteration 77Q: 3 clusters Score -4351862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4351860.500000 Penalty: 5308.876465
	Iteration 78Q: 3 clusters Score -4351860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4351861.500000 Penalty: 5308.876465
	Iteration 79Q: 3 clusters Score -4351862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -4351859.000000 Penalty: 5308.876465
	Iteration 80F: 3 clusters Score -4351859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4351855.500000 Penalty: 5308.876465
	Iteration 81Q: 3 clusters Score -4351856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4351857.500000 Penalty: 5308.876465
	Iteration 82Q: 3 clusters Score -4351858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4351857.500000 Penalty: 5308.876465
	Iteration 83F: 3 clusters Score -4351858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Entering Unmasked Estep 
Score: -949691.562500 Penalty: 2295.815186
	Iteration 0F: 2 clusters Score -949691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -941694.687500 Penalty: 4591.630371
	Iteration 0F: 3 clusters Score -941694.7 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -944670.000000 Penalty: 4591.630371
	Iteration 1F: 3 clusters Score -944670 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -946055.875000 Penalty: 4591.630371
	Iteration 2F: 3 clusters Score -946055.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -947390.437500 Penalty: 4591.630371
	Iteration 3F: 3 clusters Score -947390.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -948392.187500 Penalty: 4591.630371
	Iteration 4F: 3 clusters Score -948392.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -949284.187500 Penalty: 4591.630371
	Iteration 5F: 3 clusters Score -949284.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -950261.437500 Penalty: 4591.630371
	Iteration 6F: 3 clusters Score -950261.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -951050.437500 Penalty: 4591.630371
	Iteration 7F: 3 clusters Score -951050.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -951465.750000 Penalty: 4591.630371
	Iteration 8Q: 3 clusters Score -951465.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -951661.937500 Penalty: 4591.630371
	Iteration 9Q: 3 clusters Score -951661.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -951746.937500 Penalty: 4591.630371
	Iteration 10Q: 3 clusters Score -951746.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -951785.750000 Penalty: 4591.630371
	Iteration 11Q: 3 clusters Score -951785.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -951804.687500 Penalty: 4591.630371
	Iteration 12Q: 3 clusters Score -951804.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -951822.437500 Penalty: 4591.630371
	Iteration 13Q: 3 clusters Score -951822.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -951835.937500 Penalty: 4591.630371
	Iteration 14Q: 3 clusters Score -951835.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -951843.687500 Penalty: 4591.630371
	Iteration 15Q: 3 clusters Score -951843.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -951855.812500 Penalty: 4591.630371
	Iteration 16Q: 3 clusters Score -951855.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -951865.750000 Penalty: 4591.630371
	Iteration 17Q: 3 clusters Score -951865.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -951870.750000 Penalty: 4591.630371
	Iteration 18Q: 3 clusters Score -951870.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -951877.750000 Penalty: 4591.630371
	Iteration 19Q: 3 clusters Score -951877.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -951885.562500 Penalty: 4591.630371
	Iteration 20F: 3 clusters Score -951885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -951889.750000 Penalty: 4591.630371
	Iteration 21Q: 3 clusters Score -951889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -951894.687500 Penalty: 4591.630371
	Iteration 22Q: 3 clusters Score -951894.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -951897.000000 Penalty: 4591.630371
	Iteration 23Q: 3 clusters Score -951897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -951901.875000 Penalty: 4591.630371
	Iteration 24Q: 3 clusters Score -951901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -951904.250000 Penalty: 4591.630371
	Iteration 25Q: 3 clusters Score -951904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -951905.187500 Penalty: 4591.630371
	Iteration 26Q: 3 clusters Score -951905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -951906.187500 Penalty: 4591.630371
	Iteration 27Q: 3 clusters Score -951906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -951910.875000 Penalty: 4591.630371
	Iteration 28Q: 3 clusters Score -951910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -951914.062500 Penalty: 4591.630371
	Iteration 29Q: 3 clusters Score -951914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -951917.750000 Penalty: 4591.630371
	Iteration 30Q: 3 clusters Score -951917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -951920.937500 Penalty: 4591.630371
	Iteration 31Q: 3 clusters Score -951920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -951922.125000 Penalty: 4591.630371
	Iteration 32Q: 3 clusters Score -951922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -951922.687500 Penalty: 4591.630371
	Iteration 33Q: 3 clusters Score -951922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -951924.937500 Penalty: 4591.630371
	Iteration 34Q: 3 clusters Score -951924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -951925.312500 Penalty: 4591.630371
	Iteration 35Q: 3 clusters Score -951925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -951925.375000 Penalty: 4591.630371
	Iteration 36Q: 3 clusters Score -951925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -951927.875000 Penalty: 4591.630371
	Iteration 37Q: 3 clusters Score -951927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -951927.250000 Penalty: 4591.630371
	Iteration 38Q: 3 clusters Score -951927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -951929.187500 Penalty: 4591.630371
	Iteration 39Q: 3 clusters Score -951929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -951931.562500 Penalty: 4591.630371
	Iteration 40F: 3 clusters Score -951931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -951929.437500 Penalty: 4591.630371
	Iteration 41Q: 3 clusters Score -951929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -951929.437500 Penalty: 4591.630371
	Iteration 42Q: 3 clusters Score -951929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -951933.125000 Penalty: 4591.630371
	Iteration 43Q: 3 clusters Score -951933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -951933.125000 Penalty: 4591.630371
	Iteration 44F: 3 clusters Score -951933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 71815 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 8352 members 
Entering Unmasked Estep 
Score: -58739636.000000 Penalty: 95995.796875
Splitting cluster 15 changes total score from -58700936.000000 to -58739636.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (71815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Entering Unmasked Estep 
Score: -7128538.500000 Penalty: 2773.098389
	Iteration 0F: 2 clusters Score -7128538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -7080451.000000 Penalty: 5546.196777
	Iteration 0F: 3 clusters Score -7080451 nChanged 33523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -7100968.000000 Penalty: 5546.196777
	Iteration 1F: 3 clusters Score -7100968 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7103440.000000 Penalty: 5546.196777
	Iteration 2F: 3 clusters Score -7103440 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -7107427.000000 Penalty: 5546.196777
	Iteration 3F: 3 clusters Score -7107427 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -7113400.000000 Penalty: 5546.196777
	Iteration 4F: 3 clusters Score -7113400 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -7123844.500000 Penalty: 5546.196777
	Iteration 5F: 3 clusters Score -7123844 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -7139468.000000 Penalty: 5546.196777
	Iteration 6F: 3 clusters Score -7139468 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -7148196.000000 Penalty: 5546.196777
	Iteration 7F: 3 clusters Score -7148196 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -7149938.500000 Penalty: 5546.196777
	Iteration 8Q: 3 clusters Score -7149938 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -7151018.500000 Penalty: 5546.196777
	Iteration 9Q: 3 clusters Score -7151018 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -7152764.000000 Penalty: 5546.196777
	Iteration 10Q: 3 clusters Score -7152764 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -7156601.500000 Penalty: 5546.196777
	Iteration 11Q: 3 clusters Score -7156602 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -7161279.000000 Penalty: 5546.196777
	Iteration 12Q: 3 clusters Score -7161279 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -7162227.000000 Penalty: 5546.196777
	Iteration 13Q: 3 clusters Score -7162227 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -7162278.000000 Penalty: 5546.196777
	Iteration 14Q: 3 clusters Score -7162278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -7162259.500000 Penalty: 5546.196777
	Iteration 15Q: 3 clusters Score -7162260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -7162248.000000 Penalty: 5546.196777
	Iteration 16Q: 3 clusters Score -7162248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -7162247.000000 Penalty: 5546.196777
	Iteration 17Q: 3 clusters Score -7162247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -7162247.000000 Penalty: 5546.196777
	Iteration 18F: 3 clusters Score -7162247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 99771 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 8352 members 
Mstep: Class 30 contains 50222 members 
Entering Unmasked Estep 
Score: -58772564.000000 Penalty: 99305.992188
Splitting cluster 16 changes total score from -58700936.000000 to -58772564.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (99771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Entering Unmasked Estep 
Score: -9601725.000000 Penalty: 2854.636963
	Iteration 0F: 2 clusters Score -9601725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -9534481.000000 Penalty: 5709.273926
	Iteration 0F: 3 clusters Score -9534481 nChanged 47478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9562313.000000 Penalty: 5709.273926
	Iteration 1F: 3 clusters Score -9562313 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -9564275.000000 Penalty: 5709.273926
	Iteration 2Q: 3 clusters Score -9564275 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -9567716.000000 Penalty: 5709.273926
	Iteration 3F: 3 clusters Score -9567716 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9573462.000000 Penalty: 5709.273926
	Iteration 4F: 3 clusters Score -9573462 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -9582764.000000 Penalty: 5709.273926
	Iteration 5F: 3 clusters Score -9582764 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9592568.000000 Penalty: 5709.273926
	Iteration 6F: 3 clusters Score -9592568 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -9599603.000000 Penalty: 5709.273926
	Iteration 7F: 3 clusters Score -9599603 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -9603571.000000 Penalty: 5709.273926
	Iteration 8F: 3 clusters Score -9603571 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9606169.000000 Penalty: 5709.273926
	Iteration 9Q: 3 clusters Score -9606169 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -9608396.000000 Penalty: 5709.273926
	Iteration 10Q: 3 clusters Score -9608396 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -9610890.000000 Penalty: 5709.273926
	Iteration 11Q: 3 clusters Score -9610890 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -9613295.000000 Penalty: 5709.273926
	Iteration 12Q: 3 clusters Score -9613295 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -9615020.000000 Penalty: 5709.273926
	Iteration 13Q: 3 clusters Score -9615020 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -9616064.000000 Penalty: 5709.273926
	Iteration 14Q: 3 clusters Score -9616064 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -9616709.000000 Penalty: 5709.273926
	Iteration 15Q: 3 clusters Score -9616709 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -9617126.000000 Penalty: 5709.273926
	Iteration 16Q: 3 clusters Score -9617126 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -9617408.000000 Penalty: 5709.273926
	Iteration 17Q: 3 clusters Score -9617408 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -9617570.000000 Penalty: 5709.273926
	Iteration 18Q: 3 clusters Score -9617570 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9617668.000000 Penalty: 5709.273926
	Iteration 19Q: 3 clusters Score -9617668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -9617724.000000 Penalty: 5709.273926
	Iteration 20F: 3 clusters Score -9617724 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -9617780.000000 Penalty: 5709.273926
	Iteration 21Q: 3 clusters Score -9617780 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -9617788.000000 Penalty: 5709.273926
	Iteration 22Q: 3 clusters Score -9617788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -9617809.000000 Penalty: 5709.273926
	Iteration 23Q: 3 clusters Score -9617809 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -9617822.000000 Penalty: 5709.273926
	Iteration 24Q: 3 clusters Score -9617822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -9617833.000000 Penalty: 5709.273926
	Iteration 25Q: 3 clusters Score -9617833 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -9617837.000000 Penalty: 5709.273926
	Iteration 26Q: 3 clusters Score -9617837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -9617844.000000 Penalty: 5709.273926
	Iteration 27Q: 3 clusters Score -9617844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -9617848.000000 Penalty: 5709.273926
	Iteration 28Q: 3 clusters Score -9617848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -9617857.000000 Penalty: 5709.273926
	Iteration 29Q: 3 clusters Score -9617857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -9617859.000000 Penalty: 5709.273926
	Iteration 30Q: 3 clusters Score -9617859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -9617864.000000 Penalty: 5709.273926
	Iteration 31Q: 3 clusters Score -9617864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -9617854.000000 Penalty: 5709.273926
	Iteration 32Q: 3 clusters Score -9617854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -9617839.000000 Penalty: 5709.273926
	Iteration 33Q: 3 clusters Score -9617839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -9617844.000000 Penalty: 5709.273926
	Iteration 34Q: 3 clusters Score -9617844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -9617844.000000 Penalty: 5709.273926
	Iteration 35Q: 3 clusters Score -9617844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -9617842.000000 Penalty: 5709.273926
	Iteration 36Q: 3 clusters Score -9617842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -9617842.000000 Penalty: 5709.273926
	Iteration 37F: 3 clusters Score -9617842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 18466 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 8352 members 
Mstep: Class 30 contains 50222 members 
Mstep: Class 31 contains 24245 members 
Entering Unmasked Estep 
Score: -58788320.000000 Penalty: 102616.195312
Splitting cluster 17 changes total score from -58700936.000000 to -58788320.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (18466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Entering Unmasked Estep 
Score: -1728034.500000 Penalty: 2436.274170
	Iteration 0F: 2 clusters Score -1728034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1715049.625000 Penalty: 4872.548340
	Iteration 0F: 3 clusters Score -1715050 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1719391.375000 Penalty: 4872.548340
	Iteration 1F: 3 clusters Score -1719391 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1720169.250000 Penalty: 4872.548340
	Iteration 2F: 3 clusters Score -1720169 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1721594.875000 Penalty: 4872.548340
	Iteration 3F: 3 clusters Score -1721595 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1723568.500000 Penalty: 4872.548340
	Iteration 4F: 3 clusters Score -1723568 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1725521.000000 Penalty: 4872.548340
	Iteration 5F: 3 clusters Score -1725521 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1726837.000000 Penalty: 4872.548340
	Iteration 6F: 3 clusters Score -1726837 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1727609.000000 Penalty: 4872.548340
	Iteration 7F: 3 clusters Score -1727609 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1728038.000000 Penalty: 4872.548340
	Iteration 8Q: 3 clusters Score -1728038 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1728272.000000 Penalty: 4872.548340
	Iteration 9Q: 3 clusters Score -1728272 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1728435.500000 Penalty: 4872.548340
	Iteration 10Q: 3 clusters Score -1728436 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1728514.250000 Penalty: 4872.548340
	Iteration 11Q: 3 clusters Score -1728514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1728564.000000 Penalty: 4872.548340
	Iteration 12Q: 3 clusters Score -1728564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1728600.750000 Penalty: 4872.548340
	Iteration 13Q: 3 clusters Score -1728601 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1728602.250000 Penalty: 4872.548340
	Iteration 14Q: 3 clusters Score -1728602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1728620.875000 Penalty: 4872.548340
	Iteration 15Q: 3 clusters Score -1728621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1728635.250000 Penalty: 4872.548340
	Iteration 16Q: 3 clusters Score -1728635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1728638.625000 Penalty: 4872.548340
	Iteration 17Q: 3 clusters Score -1728639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1728648.250000 Penalty: 4872.548340
	Iteration 18Q: 3 clusters Score -1728648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1728649.125000 Penalty: 4872.548340
	Iteration 19Q: 3 clusters Score -1728649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1728648.500000 Penalty: 4872.548340
	Iteration 20F: 3 clusters Score -1728648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1728651.875000 Penalty: 4872.548340
	Iteration 21Q: 3 clusters Score -1728652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1728654.625000 Penalty: 4872.548340
	Iteration 22Q: 3 clusters Score -1728655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1728653.500000 Penalty: 4872.548340
	Iteration 23Q: 3 clusters Score -1728654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1728653.875000 Penalty: 4872.548340
	Iteration 24Q: 3 clusters Score -1728654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1728653.875000 Penalty: 4872.548340
	Iteration 25F: 3 clusters Score -1728654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 8352 members 
Mstep: Class 30 contains 50222 members 
Mstep: Class 31 contains 24245 members 
Mstep: Class 32 contains 4304 members 
Entering Unmasked Estep 
Score: -58788204.000000 Penalty: 105926.390625
Splitting cluster 18 changes total score from -58700936.000000 to -58788204.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (16699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Entering Unmasked Estep 
Score: -1654827.125000 Penalty: 2411.329834
	Iteration 0F: 2 clusters Score -1654827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1642875.000000 Penalty: 4822.659668
	Iteration 0F: 3 clusters Score -1642875 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1646610.125000 Penalty: 4822.659668
	Iteration 1F: 3 clusters Score -1646610 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1646983.000000 Penalty: 4822.659668
	Iteration 2F: 3 clusters Score -1646983 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1647272.500000 Penalty: 4822.659668
	Iteration 3Q: 3 clusters Score -1647272 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1647511.250000 Penalty: 4822.659668
	Iteration 4Q: 3 clusters Score -1647511 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1647744.375000 Penalty: 4822.659668
	Iteration 5Q: 3 clusters Score -1647744 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1648000.500000 Penalty: 4822.659668
	Iteration 6Q: 3 clusters Score -1648000 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1648290.500000 Penalty: 4822.659668
	Iteration 7Q: 3 clusters Score -1648290 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1648683.750000 Penalty: 4822.659668
	Iteration 8Q: 3 clusters Score -1648684 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1649259.375000 Penalty: 4822.659668
	Iteration 9F: 3 clusters Score -1649259 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1649991.250000 Penalty: 4822.659668
	Iteration 10F: 3 clusters Score -1649991 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1650922.250000 Penalty: 4822.659668
	Iteration 11F: 3 clusters Score -1650922 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1652059.625000 Penalty: 4822.659668
	Iteration 12F: 3 clusters Score -1652060 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1653895.375000 Penalty: 4822.659668
	Iteration 13Q: 3 clusters Score -1653895 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1656637.625000 Penalty: 4822.659668
	Iteration 14Q: 3 clusters Score -1656638 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1658038.625000 Penalty: 4822.659668
	Iteration 15Q: 3 clusters Score -1658039 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1658232.000000 Penalty: 4822.659668
	Iteration 16Q: 3 clusters Score -1658232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1658254.625000 Penalty: 4822.659668
	Iteration 17Q: 3 clusters Score -1658255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1658261.750000 Penalty: 4822.659668
	Iteration 18Q: 3 clusters Score -1658262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1658262.125000 Penalty: 4822.659668
	Iteration 19Q: 3 clusters Score -1658262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1658266.625000 Penalty: 4822.659668
	Iteration 20F: 3 clusters Score -1658267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1658264.750000 Penalty: 4822.659668
	Iteration 21Q: 3 clusters Score -1658265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1658264.750000 Penalty: 4822.659668
	Iteration 22F: 3 clusters Score -1658265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 13654 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 16864 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 8352 members 
Mstep: Class 30 contains 50222 members 
Mstep: Class 31 contains 24245 members 
Mstep: Class 32 contains 4304 members 
Mstep: Class 33 contains 3045 members 
Entering Unmasked Estep 
Score: -58790652.000000 Penalty: 109236.593750
Splitting cluster 19 changes total score from -58700936.000000 to -58790652.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (15522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Entering Unmasked Estep 
Score: -1374334.750000 Penalty: 2393.203369
	Iteration 0F: 2 clusters Score -1374335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1363226.875000 Penalty: 4786.406738
	Iteration 0F: 3 clusters Score -1363227 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1366844.375000 Penalty: 4786.406738
	Iteration 1F: 3 clusters Score -1366844 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1367328.625000 Penalty: 4786.406738
	Iteration 2F: 3 clusters Score -1367329 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1367895.500000 Penalty: 4786.406738
	Iteration 3F: 3 clusters Score -1367896 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1368659.375000 Penalty: 4786.406738
	Iteration 4F: 3 clusters Score -1368659 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1369652.625000 Penalty: 4786.406738
	Iteration 5F: 3 clusters Score -1369653 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1370682.375000 Penalty: 4786.406738
	Iteration 6F: 3 clusters Score -1370682 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1371607.375000 Penalty: 4786.406738
	Iteration 7F: 3 clusters Score -1371607 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1372255.750000 Penalty: 4786.406738
	Iteration 8F: 3 clusters Score -1372256 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1372656.125000 Penalty: 4786.406738
	Iteration 9Q: 3 clusters Score -1372656 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1372939.750000 Penalty: 4786.406738
	Iteration 10Q: 3 clusters Score -1372940 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1373124.125000 Penalty: 4786.406738
	Iteration 11Q: 3 clusters Score -1373124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1373241.000000 Penalty: 4786.406738
	Iteration 12Q: 3 clusters Score -1373241 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1373315.875000 Penalty: 4786.406738
	Iteration 13Q: 3 clusters Score -1373316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1373368.625000 Penalty: 4786.406738
	Iteration 14Q: 3 clusters Score -1373369 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1373406.125000 Penalty: 4786.406738
	Iteration 15Q: 3 clusters Score -1373406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1373427.625000 Penalty: 4786.406738
	Iteration 16Q: 3 clusters Score -1373428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1373463.000000 Penalty: 4786.406738
	Iteration 17Q: 3 clusters Score -1373463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1373485.875000 Penalty: 4786.406738
	Iteration 18Q: 3 clusters Score -1373486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1373511.375000 Penalty: 4786.406738
	Iteration 19Q: 3 clusters Score -1373511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1373523.750000 Penalty: 4786.406738
	Iteration 20F: 3 clusters Score -1373524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1373545.000000 Penalty: 4786.406738
	Iteration 21Q: 3 clusters Score -1373545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1373571.875000 Penalty: 4786.406738
	Iteration 22Q: 3 clusters Score -1373572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1373597.500000 Penalty: 4786.406738
	Iteration 23Q: 3 clusters Score -1373598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1373617.500000 Penalty: 4786.406738
	Iteration 24Q: 3 clusters Score -1373618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1373623.750000 Penalty: 4786.406738
	Iteration 25Q: 3 clusters Score -1373624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1373636.250000 Penalty: 4786.406738
	Iteration 26Q: 3 clusters Score -1373636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1373640.625000 Penalty: 4786.406738
	Iteration 27Q: 3 clusters Score -1373641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1373646.750000 Penalty: 4786.406738
	Iteration 28Q: 3 clusters Score -1373647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1373649.375000 Penalty: 4786.406738
	Iteration 29Q: 3 clusters Score -1373649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1373657.125000 Penalty: 4786.406738
	Iteration 30Q: 3 clusters Score -1373657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1373658.375000 Penalty: 4786.406738
	Iteration 31Q: 3 clusters Score -1373658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1373659.375000 Penalty: 4786.406738
	Iteration 32Q: 3 clusters Score -1373659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1373660.500000 Penalty: 4786.406738
	Iteration 33Q: 3 clusters Score -1373660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1373661.250000 Penalty: 4786.406738
	Iteration 34Q: 3 clusters Score -1373661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1373663.625000 Penalty: 4786.406738
	Iteration 35Q: 3 clusters Score -1373664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1373664.125000 Penalty: 4786.406738
	Iteration 36Q: 3 clusters Score -1373664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1373664.125000 Penalty: 4786.406738
	Iteration 37Q: 3 clusters Score -1373664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1373662.625000 Penalty: 4786.406738
	Iteration 38Q: 3 clusters Score -1373663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1373665.125000 Penalty: 4786.406738
	Iteration 39Q: 3 clusters Score -1373665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1373665.750000 Penalty: 4786.406738
	Iteration 40F: 3 clusters Score -1373666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1373668.625000 Penalty: 4786.406738
	Iteration 41Q: 3 clusters Score -1373669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1373666.125000 Penalty: 4786.406738
	Iteration 42Q: 3 clusters Score -1373666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1373669.500000 Penalty: 4786.406738
	Iteration 43Q: 3 clusters Score -1373670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1373669.500000 Penalty: 4786.406738
	Iteration 44F: 3 clusters Score -1373670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Entering Unmasked Estep 
Score: -1680282.000000 Penalty: 2413.768311
	Iteration 0F: 2 clusters Score -1680282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1668220.250000 Penalty: 4827.536621
	Iteration 0F: 3 clusters Score -1668220 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1672293.250000 Penalty: 4827.536621
	Iteration 1F: 3 clusters Score -1672293 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1672758.875000 Penalty: 4827.536621
	Iteration 2F: 3 clusters Score -1672759 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1673160.625000 Penalty: 4827.536621
	Iteration 3F: 3 clusters Score -1673161 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1673515.625000 Penalty: 4827.536621
	Iteration 4Q: 3 clusters Score -1673516 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1673854.875000 Penalty: 4827.536621
	Iteration 5Q: 3 clusters Score -1673855 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1674242.625000 Penalty: 4827.536621
	Iteration 6Q: 3 clusters Score -1674243 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1674730.125000 Penalty: 4827.536621
	Iteration 7Q: 3 clusters Score -1674730 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1675289.250000 Penalty: 4827.536621
	Iteration 8Q: 3 clusters Score -1675289 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1675894.500000 Penalty: 4827.536621
	Iteration 9Q: 3 clusters Score -1675894 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1676519.625000 Penalty: 4827.536621
	Iteration 10F: 3 clusters Score -1676520 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1677130.375000 Penalty: 4827.536621
	Iteration 11Q: 3 clusters Score -1677130 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1677666.875000 Penalty: 4827.536621
	Iteration 12Q: 3 clusters Score -1677667 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1678145.750000 Penalty: 4827.536621
	Iteration 13Q: 3 clusters Score -1678146 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1678463.000000 Penalty: 4827.536621
	Iteration 14Q: 3 clusters Score -1678463 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1678656.250000 Penalty: 4827.536621
	Iteration 15Q: 3 clusters Score -1678656 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1678810.125000 Penalty: 4827.536621
	Iteration 16Q: 3 clusters Score -1678810 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1678931.000000 Penalty: 4827.536621
	Iteration 17Q: 3 clusters Score -1678931 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1679016.625000 Penalty: 4827.536621
	Iteration 18Q: 3 clusters Score -1679017 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1679107.250000 Penalty: 4827.536621
	Iteration 19Q: 3 clusters Score -1679107 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1679194.875000 Penalty: 4827.536621
	Iteration 20F: 3 clusters Score -1679195 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1679300.375000 Penalty: 4827.536621
	Iteration 21Q: 3 clusters Score -1679300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1679415.750000 Penalty: 4827.536621
	Iteration 22Q: 3 clusters Score -1679416 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1679516.500000 Penalty: 4827.536621
	Iteration 23Q: 3 clusters Score -1679516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1679626.250000 Penalty: 4827.536621
	Iteration 24Q: 3 clusters Score -1679626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1679732.875000 Penalty: 4827.536621
	Iteration 25Q: 3 clusters Score -1679733 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1679833.375000 Penalty: 4827.536621
	Iteration 26Q: 3 clusters Score -1679833 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1679934.250000 Penalty: 4827.536621
	Iteration 27Q: 3 clusters Score -1679934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1680044.000000 Penalty: 4827.536621
	Iteration 28Q: 3 clusters Score -1680044 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1680172.500000 Penalty: 4827.536621
	Iteration 29Q: 3 clusters Score -1680172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1680304.250000 Penalty: 4827.536621
	Iteration 30Q: 3 clusters Score -1680304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1680427.000000 Penalty: 4827.536621
	Iteration 31Q: 3 clusters Score -1680427 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1680499.625000 Penalty: 4827.536621
	Iteration 32Q: 3 clusters Score -1680500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1680562.125000 Penalty: 4827.536621
	Iteration 33Q: 3 clusters Score -1680562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1680582.875000 Penalty: 4827.536621
	Iteration 34Q: 3 clusters Score -1680583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1680605.375000 Penalty: 4827.536621
	Iteration 35Q: 3 clusters Score -1680605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1680618.875000 Penalty: 4827.536621
	Iteration 36Q: 3 clusters Score -1680619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1680626.250000 Penalty: 4827.536621
	Iteration 37Q: 3 clusters Score -1680626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1680628.125000 Penalty: 4827.536621
	Iteration 38Q: 3 clusters Score -1680628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1680634.625000 Penalty: 4827.536621
	Iteration 39Q: 3 clusters Score -1680635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1680633.125000 Penalty: 4827.536621
	Iteration 40F: 3 clusters Score -1680633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1680645.000000 Penalty: 4827.536621
	Iteration 41Q: 3 clusters Score -1680645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1680649.875000 Penalty: 4827.536621
	Iteration 42Q: 3 clusters Score -1680650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1680645.125000 Penalty: 4827.536621
	Iteration 43Q: 3 clusters Score -1680645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1680647.750000 Penalty: 4827.536621
	Iteration 44Q: 3 clusters Score -1680648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1680650.625000 Penalty: 4827.536621
	Iteration 45Q: 3 clusters Score -1680651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1680655.000000 Penalty: 4827.536621
	Iteration 46Q: 3 clusters Score -1680655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1680655.500000 Penalty: 4827.536621
	Iteration 47Q: 3 clusters Score -1680656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1680655.500000 Penalty: 4827.536621
	Iteration 48F: 3 clusters Score -1680656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 13654 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 23 contains 32870 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 8352 members 
Mstep: Class 30 contains 50222 members 
Mstep: Class 31 contains 24245 members 
Mstep: Class 32 contains 4304 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 3548 members 
Entering Unmasked Estep 
Score: -58790096.000000 Penalty: 112546.796875
Splitting cluster 21 changes total score from -58700936.000000 to -58790096.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -1757718.000000 Penalty: 2447.100830
	Iteration 0F: 2 clusters Score -1757718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1744223.500000 Penalty: 4894.201660
	Iteration 0F: 3 clusters Score -1744224 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1748785.250000 Penalty: 4894.201660
	Iteration 1F: 3 clusters Score -1748785 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1749671.750000 Penalty: 4894.201660
	Iteration 2F: 3 clusters Score -1749672 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1750965.625000 Penalty: 4894.201660
	Iteration 3F: 3 clusters Score -1750966 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1752674.375000 Penalty: 4894.201660
	Iteration 4F: 3 clusters Score -1752674 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1754387.750000 Penalty: 4894.201660
	Iteration 5F: 3 clusters Score -1754388 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1755534.375000 Penalty: 4894.201660
	Iteration 6F: 3 clusters Score -1755534 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1756195.250000 Penalty: 4894.201660
	Iteration 7F: 3 clusters Score -1756195 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1756549.375000 Penalty: 4894.201660
	Iteration 8Q: 3 clusters Score -1756549 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1756737.500000 Penalty: 4894.201660
	Iteration 9Q: 3 clusters Score -1756738 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1756867.375000 Penalty: 4894.201660
	Iteration 10Q: 3 clusters Score -1756867 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1756966.000000 Penalty: 4894.201660
	Iteration 11Q: 3 clusters Score -1756966 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1757063.000000 Penalty: 4894.201660
	Iteration 12Q: 3 clusters Score -1757063 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1757141.500000 Penalty: 4894.201660
	Iteration 13Q: 3 clusters Score -1757142 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1757219.500000 Penalty: 4894.201660
	Iteration 14Q: 3 clusters Score -1757220 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1757278.000000 Penalty: 4894.201660
	Iteration 15Q: 3 clusters Score -1757278 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1757343.250000 Penalty: 4894.201660
	Iteration 16Q: 3 clusters Score -1757343 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1757390.500000 Penalty: 4894.201660
	Iteration 17Q: 3 clusters Score -1757390 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1757411.750000 Penalty: 4894.201660
	Iteration 18Q: 3 clusters Score -1757412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1757433.250000 Penalty: 4894.201660
	Iteration 19Q: 3 clusters Score -1757433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1757456.250000 Penalty: 4894.201660
	Iteration 20F: 3 clusters Score -1757456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1757475.375000 Penalty: 4894.201660
	Iteration 21Q: 3 clusters Score -1757475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1757485.625000 Penalty: 4894.201660
	Iteration 22Q: 3 clusters Score -1757486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1757500.375000 Penalty: 4894.201660
	Iteration 23Q: 3 clusters Score -1757500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1757512.625000 Penalty: 4894.201660
	Iteration 24Q: 3 clusters Score -1757513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1757519.375000 Penalty: 4894.201660
	Iteration 25Q: 3 clusters Score -1757519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1757527.500000 Penalty: 4894.201660
	Iteration 26Q: 3 clusters Score -1757528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1757534.250000 Penalty: 4894.201660
	Iteration 27Q: 3 clusters Score -1757534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1757541.625000 Penalty: 4894.201660
	Iteration 28Q: 3 clusters Score -1757542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1757547.500000 Penalty: 4894.201660
	Iteration 29Q: 3 clusters Score -1757548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1757552.250000 Penalty: 4894.201660
	Iteration 30Q: 3 clusters Score -1757552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1757549.000000 Penalty: 4894.201660
	Iteration 31Q: 3 clusters Score -1757549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1757557.500000 Penalty: 4894.201660
	Iteration 32Q: 3 clusters Score -1757558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1757557.500000 Penalty: 4894.201660
	Iteration 33Q: 3 clusters Score -1757558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1757557.125000 Penalty: 4894.201660
	Iteration 34Q: 3 clusters Score -1757557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1757559.750000 Penalty: 4894.201660
	Iteration 35Q: 3 clusters Score -1757560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1757572.250000 Penalty: 4894.201660
	Iteration 36Q: 3 clusters Score -1757572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1757566.875000 Penalty: 4894.201660
	Iteration 37Q: 3 clusters Score -1757567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1757577.125000 Penalty: 4894.201660
	Iteration 38Q: 3 clusters Score -1757577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1757571.750000 Penalty: 4894.201660
	Iteration 39Q: 3 clusters Score -1757572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1757577.000000 Penalty: 4894.201660
	Iteration 40F: 3 clusters Score -1757577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1757582.250000 Penalty: 4894.201660
	Iteration 41Q: 3 clusters Score -1757582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1757582.125000 Penalty: 4894.201660
	Iteration 42Q: 3 clusters Score -1757582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1757584.625000 Penalty: 4894.201660
	Iteration 43Q: 3 clusters Score -1757585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1757587.250000 Penalty: 4894.201660
	Iteration 44Q: 3 clusters Score -1757587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1757586.500000 Penalty: 4894.201660
	Iteration 45Q: 3 clusters Score -1757586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1757587.250000 Penalty: 4894.201660
	Iteration 46Q: 3 clusters Score -1757587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1757587.125000 Penalty: 4894.201660
	Iteration 47Q: 3 clusters Score -1757587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1757592.125000 Penalty: 4894.201660
	Iteration 48Q: 3 clusters Score -1757592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1757591.250000 Penalty: 4894.201660
	Iteration 49Q: 3 clusters Score -1757591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1757590.750000 Penalty: 4894.201660
	Iteration 50Q: 3 clusters Score -1757591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1757590.375000 Penalty: 4894.201660
	Iteration 51Q: 3 clusters Score -1757590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1757590.750000 Penalty: 4894.201660
	Iteration 52Q: 3 clusters Score -1757591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1757595.875000 Penalty: 4894.201660
	Iteration 53Q: 3 clusters Score -1757596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1757594.875000 Penalty: 4894.201660
	Iteration 54Q: 3 clusters Score -1757595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1757594.750000 Penalty: 4894.201660
	Iteration 55Q: 3 clusters Score -1757595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1757597.875000 Penalty: 4894.201660
	Iteration 56Q: 3 clusters Score -1757598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1757602.375000 Penalty: 4894.201660
	Iteration 57Q: 3 clusters Score -1757602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1757602.875000 Penalty: 4894.201660
	Iteration 58Q: 3 clusters Score -1757603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1757606.375000 Penalty: 4894.201660
	Iteration 59Q: 3 clusters Score -1757606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1757602.125000 Penalty: 4894.201660
	Iteration 60F: 3 clusters Score -1757602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1757606.000000 Penalty: 4894.201660
	Iteration 61Q: 3 clusters Score -1757606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1757605.125000 Penalty: 4894.201660
	Iteration 62Q: 3 clusters Score -1757605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1757607.000000 Penalty: 4894.201660
	Iteration 63Q: 3 clusters Score -1757607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1757608.375000 Penalty: 4894.201660
	Iteration 64Q: 3 clusters Score -1757608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1757605.625000 Penalty: 4894.201660
	Iteration 65Q: 3 clusters Score -1757606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1757607.875000 Penalty: 4894.201660
	Iteration 66Q: 3 clusters Score -1757608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1757606.375000 Penalty: 4894.201660
	Iteration 67Q: 3 clusters Score -1757606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1757609.750000 Penalty: 4894.201660
	Iteration 68Q: 3 clusters Score -1757610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1757613.625000 Penalty: 4894.201660
	Iteration 69Q: 3 clusters Score -1757614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1757611.500000 Penalty: 4894.201660
	Iteration 70Q: 3 clusters Score -1757612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1757614.000000 Penalty: 4894.201660
	Iteration 71Q: 3 clusters Score -1757614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1757614.000000 Penalty: 4894.201660
	Iteration 72F: 3 clusters Score -1757614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 24057 members 
Mstep: Class 4 contains 66733 members 
Mstep: Class 5 contains 72580 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 12842 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 4549 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 44506 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 21593 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 13654 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 19290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58810000.000000 Penalty: 112546.796875
Iteration 39Q: 35 clusters Score -5.881e+07 nChanged 25253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 64668 members 
Mstep: Class 5 contains 72798 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 18948 members 
Mstep: Class 8 contains 12905 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 4672 members 
Mstep: Class 13 contains 5580 members 
Mstep: Class 14 contains 44703 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 22061 members 
Mstep: Class 17 contains 79017 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 13655 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 13533 members 
Mstep: Class 22 contains 19856 members 
Mstep: Class 23 contains 30643 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 8916 members 
Mstep: Class 26 contains 7815 members 
Mstep: Class 27 contains 11449 members 
Mstep: Class 28 contains 9560 members 
Mstep: Class 29 contains 7883 members 
Mstep: Class 30 contains 48164 members 
Mstep: Class 31 contains 23829 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 3009 members 
Mstep: Class 34 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58827392.000000 Penalty: 112546.796875
Iteration 40F: 35 clusters Score -5.882739e+07 nChanged 18459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2364 members 
Mstep: Class 3 contains 25202 members 
Mstep: Class 4 contains 62176 members 
Mstep: Class 5 contains 72226 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 18185 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 17178 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 4720 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 44478 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 22234 members 
Mstep: Class 17 contains 80967 members 
Mstep: Class 18 contains 16041 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 14887 members 
Mstep: Class 21 contains 13605 members 
Mstep: Class 22 contains 19457 members 
Mstep: Class 23 contains 29995 members 
Mstep: Class 24 contains 4065 members 
Mstep: Class 25 contains 9441 members 
Mstep: Class 26 contains 7984 members 
Mstep: Class 27 contains 11580 members 
Mstep: Class 28 contains 9513 members 
Mstep: Class 29 contains 7851 members 
Mstep: Class 30 contains 47726 members 
Mstep: Class 31 contains 24154 members 
Mstep: Class 32 contains 3856 members 
Mstep: Class 33 contains 3120 members 
Mstep: Class 34 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58835240.000000 Penalty: 112546.796875
Iteration 41Q: 35 clusters Score -5.883524e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 25268 members 
Mstep: Class 4 contains 59443 members 
Mstep: Class 5 contains 71986 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 17730 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 17121 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 4783 members 
Mstep: Class 13 contains 8400 members 
Mstep: Class 14 contains 44315 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 22368 members 
Mstep: Class 17 contains 82751 members 
Mstep: Class 18 contains 16655 members 
Mstep: Class 19 contains 13432 members 
Mstep: Class 20 contains 14488 members 
Mstep: Class 21 contains 13670 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 29349 members 
Mstep: Class 24 contains 4095 members 
Mstep: Class 25 contains 9836 members 
Mstep: Class 26 contains 8058 members 
Mstep: Class 27 contains 11626 members 
Mstep: Class 28 contains 9478 members 
Mstep: Class 29 contains 7782 members 
Mstep: Class 30 contains 47019 members 
Mstep: Class 31 contains 24366 members 
Mstep: Class 32 contains 3832 members 
Mstep: Class 33 contains 3143 members 
Mstep: Class 34 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58842068.000000 Penalty: 112546.796875
Iteration 42Q: 35 clusters Score -5.884207e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 25283 members 
Mstep: Class 4 contains 56284 members 
Mstep: Class 5 contains 71663 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 17500 members 
Mstep: Class 8 contains 12432 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 44125 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 22445 members 
Mstep: Class 17 contains 84232 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 13398 members 
Mstep: Class 20 contains 14239 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 18830 members 
Mstep: Class 23 contains 28882 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 10192 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 11634 members 
Mstep: Class 28 contains 9463 members 
Mstep: Class 29 contains 7719 members 
Mstep: Class 30 contains 46226 members 
Mstep: Class 31 contains 24547 members 
Mstep: Class 32 contains 3814 members 
Mstep: Class 33 contains 3169 members 
Mstep: Class 34 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58853780.000000 Penalty: 112546.796875
Iteration 43Q: 35 clusters Score -5.885378e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 25297 members 
Mstep: Class 4 contains 54063 members 
Mstep: Class 5 contains 70929 members 
Mstep: Class 6 contains 2716 members 
Mstep: Class 7 contains 17368 members 
Mstep: Class 8 contains 12346 members 
Mstep: Class 9 contains 17094 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 11864 members 
Mstep: Class 14 contains 43883 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 22506 members 
Mstep: Class 17 contains 85310 members 
Mstep: Class 18 contains 17509 members 
Mstep: Class 19 contains 13370 members 
Mstep: Class 20 contains 14125 members 
Mstep: Class 21 contains 13750 members 
Mstep: Class 22 contains 18558 members 
Mstep: Class 23 contains 28707 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 10506 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 11633 members 
Mstep: Class 28 contains 9448 members 
Mstep: Class 29 contains 7642 members 
Mstep: Class 30 contains 45342 members 
Mstep: Class 31 contains 24707 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 7048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58863596.000000 Penalty: 112546.796875
Iteration 44Q: 35 clusters Score -5.88636e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 25303 members 
Mstep: Class 4 contains 53292 members 
Mstep: Class 5 contains 69833 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 17278 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 17077 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 4900 members 
Mstep: Class 13 contains 11885 members 
Mstep: Class 14 contains 43655 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 22539 members 
Mstep: Class 17 contains 86277 members 
Mstep: Class 18 contains 17934 members 
Mstep: Class 19 contains 13344 members 
Mstep: Class 20 contains 14024 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 18348 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 4124 members 
Mstep: Class 25 contains 10749 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 11618 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 44345 members 
Mstep: Class 31 contains 24846 members 
Mstep: Class 32 contains 3786 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58867696.000000 Penalty: 112546.796875
Iteration 45Q: 35 clusters Score -5.88677e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 25307 members 
Mstep: Class 4 contains 53135 members 
Mstep: Class 5 contains 68675 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 17232 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 17065 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 11827 members 
Mstep: Class 14 contains 43459 members 
Mstep: Class 15 contains 2762 members 
Mstep: Class 16 contains 22554 members 
Mstep: Class 17 contains 87178 members 
Mstep: Class 18 contains 18270 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 13977 members 
Mstep: Class 21 contains 13829 members 
Mstep: Class 22 contains 18171 members 
Mstep: Class 23 contains 28868 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 10992 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 9402 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 43201 members 
Mstep: Class 31 contains 24969 members 
Mstep: Class 32 contains 3783 members 
Mstep: Class 33 contains 3232 members 
Mstep: Class 34 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870196.000000 Penalty: 112546.796875
Iteration 46Q: 35 clusters Score -5.88702e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2306 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 53154 members 
Mstep: Class 5 contains 67558 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 12346 members 
Mstep: Class 9 contains 17053 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 43303 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 16 contains 22564 members 
Mstep: Class 17 contains 88072 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 13304 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 13857 members 
Mstep: Class 22 contains 18022 members 
Mstep: Class 23 contains 28698 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 11599 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 7446 members 
Mstep: Class 30 contains 42095 members 
Mstep: Class 31 contains 25052 members 
Mstep: Class 32 contains 3783 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 10922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58872096.000000 Penalty: 112546.796875
Iteration 47Q: 35 clusters Score -5.88721e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 53217 members 
Mstep: Class 5 contains 66614 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 17058 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 11725 members 
Mstep: Class 14 contains 43154 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 88866 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 13903 members 
Mstep: Class 22 contains 17898 members 
Mstep: Class 23 contains 28483 members 
Mstep: Class 24 contains 4077 members 
Mstep: Class 25 contains 11407 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 11595 members 
Mstep: Class 28 contains 9367 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 40982 members 
Mstep: Class 31 contains 25109 members 
Mstep: Class 32 contains 3784 members 
Mstep: Class 33 contains 3291 members 
Mstep: Class 34 contains 12009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58873512.000000 Penalty: 112546.796875
Iteration 48Q: 35 clusters Score -5.887351e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 25291 members 
Mstep: Class 4 contains 53395 members 
Mstep: Class 5 contains 65781 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 8 contains 12330 members 
Mstep: Class 9 contains 17058 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 11689 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 22573 members 
Mstep: Class 17 contains 89582 members 
Mstep: Class 18 contains 19042 members 
Mstep: Class 19 contains 13288 members 
Mstep: Class 20 contains 13965 members 
Mstep: Class 21 contains 13955 members 
Mstep: Class 22 contains 17792 members 
Mstep: Class 23 contains 28232 members 
Mstep: Class 24 contains 4049 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 8026 members 
Mstep: Class 27 contains 11601 members 
Mstep: Class 28 contains 9371 members 
Mstep: Class 29 contains 7372 members 
Mstep: Class 30 contains 39941 members 
Mstep: Class 31 contains 25142 members 
Mstep: Class 32 contains 3793 members 
Mstep: Class 33 contains 3307 members 
Mstep: Class 34 contains 12949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58874720.000000 Penalty: 112546.796875
Iteration 49Q: 35 clusters Score -5.887472e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 25287 members 
Mstep: Class 4 contains 53542 members 
Mstep: Class 5 contains 65051 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 17123 members 
Mstep: Class 8 contains 12297 members 
Mstep: Class 9 contains 17064 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 3010 members 
Mstep: Class 12 contains 5046 members 
Mstep: Class 13 contains 11656 members 
Mstep: Class 14 contains 42932 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 22570 members 
Mstep: Class 17 contains 90309 members 
Mstep: Class 18 contains 19216 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 13988 members 
Mstep: Class 21 contains 13983 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 27925 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 11679 members 
Mstep: Class 26 contains 7985 members 
Mstep: Class 27 contains 11597 members 
Mstep: Class 28 contains 9372 members 
Mstep: Class 29 contains 7349 members 
Mstep: Class 30 contains 39000 members 
Mstep: Class 31 contains 25170 members 
Mstep: Class 32 contains 3811 members 
Mstep: Class 33 contains 3318 members 
Mstep: Class 34 contains 13779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58875768.000000 Penalty: 112546.796875
Iteration 50Q: 35 clusters Score -5.887577e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25283 members 
Mstep: Class 4 contains 53734 members 
Mstep: Class 5 contains 64472 members 
Mstep: Class 6 contains 2841 members 
Mstep: Class 7 contains 17107 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 17063 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 42841 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 22575 members 
Mstep: Class 17 contains 90950 members 
Mstep: Class 18 contains 19307 members 
Mstep: Class 19 contains 13274 members 
Mstep: Class 20 contains 14007 members 
Mstep: Class 21 contains 14020 members 
Mstep: Class 22 contains 17635 members 
Mstep: Class 23 contains 27629 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 11790 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 11577 members 
Mstep: Class 28 contains 9375 members 
Mstep: Class 29 contains 7342 members 
Mstep: Class 30 contains 38252 members 
Mstep: Class 31 contains 25192 members 
Mstep: Class 32 contains 3836 members 
Mstep: Class 33 contains 3325 members 
Mstep: Class 34 contains 14368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58876532.000000 Penalty: 112546.796875
Iteration 51Q: 35 clusters Score -5.887653e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 53935 members 
Mstep: Class 5 contains 63990 members 
Mstep: Class 6 contains 2845 members 
Mstep: Class 7 contains 17067 members 
Mstep: Class 8 contains 12280 members 
Mstep: Class 9 contains 17053 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 13 contains 11614 members 
Mstep: Class 14 contains 42783 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 22572 members 
Mstep: Class 17 contains 91529 members 
Mstep: Class 18 contains 19395 members 
Mstep: Class 19 contains 13255 members 
Mstep: Class 20 contains 14043 members 
Mstep: Class 21 contains 14049 members 
Mstep: Class 22 contains 17561 members 
Mstep: Class 23 contains 27340 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 11906 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 9362 members 
Mstep: Class 29 contains 7334 members 
Mstep: Class 30 contains 37649 members 
Mstep: Class 31 contains 25202 members 
Mstep: Class 32 contains 3855 members 
Mstep: Class 33 contains 3329 members 
Mstep: Class 34 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58877168.000000 Penalty: 112546.796875
Iteration 52Q: 35 clusters Score -5.887717e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 54151 members 
Mstep: Class 5 contains 63586 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 17049 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 17054 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 11599 members 
Mstep: Class 14 contains 42727 members 
Mstep: Class 15 contains 2884 members 
Mstep: Class 16 contains 22571 members 
Mstep: Class 17 contains 92023 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 13248 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 14077 members 
Mstep: Class 22 contains 17518 members 
Mstep: Class 23 contains 27072 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 11985 members 
Mstep: Class 26 contains 7897 members 
Mstep: Class 27 contains 11556 members 
Mstep: Class 28 contains 9346 members 
Mstep: Class 29 contains 7308 members 
Mstep: Class 30 contains 37101 members 
Mstep: Class 31 contains 25221 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 3333 members 
Mstep: Class 34 contains 15126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58877556.000000 Penalty: 112546.796875
Iteration 53Q: 35 clusters Score -5.887756e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 54404 members 
Mstep: Class 5 contains 63259 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 17009 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 11590 members 
Mstep: Class 14 contains 42701 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 16 contains 22572 members 
Mstep: Class 17 contains 92512 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14106 members 
Mstep: Class 21 contains 14103 members 
Mstep: Class 22 contains 17465 members 
Mstep: Class 23 contains 26811 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 12062 members 
Mstep: Class 26 contains 7886 members 
Mstep: Class 27 contains 11556 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 7283 members 
Mstep: Class 30 contains 36576 members 
Mstep: Class 31 contains 25223 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 3339 members 
Mstep: Class 34 contains 15369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58877976.000000 Penalty: 112546.796875
Iteration 54Q: 35 clusters Score -5.887798e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 54639 members 
Mstep: Class 5 contains 63008 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 16952 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 17042 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 11581 members 
Mstep: Class 14 contains 42675 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 22574 members 
Mstep: Class 17 contains 92946 members 
Mstep: Class 18 contains 19543 members 
Mstep: Class 19 contains 13231 members 
Mstep: Class 20 contains 14123 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 17402 members 
Mstep: Class 23 contains 26553 members 
Mstep: Class 24 contains 3962 members 
Mstep: Class 25 contains 12137 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 11556 members 
Mstep: Class 28 contains 9354 members 
Mstep: Class 29 contains 7256 members 
Mstep: Class 30 contains 36114 members 
Mstep: Class 31 contains 25214 members 
Mstep: Class 32 contains 3909 members 
Mstep: Class 33 contains 3345 members 
Mstep: Class 34 contains 15562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58878664.000000 Penalty: 112546.796875
Iteration 55Q: 35 clusters Score -5.887866e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 54876 members 
Mstep: Class 5 contains 62757 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 16912 members 
Mstep: Class 8 contains 12278 members 
Mstep: Class 9 contains 17033 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 11576 members 
Mstep: Class 14 contains 42661 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 22579 members 
Mstep: Class 17 contains 93341 members 
Mstep: Class 18 contains 19569 members 
Mstep: Class 19 contains 13220 members 
Mstep: Class 20 contains 14148 members 
Mstep: Class 21 contains 14142 members 
Mstep: Class 22 contains 17345 members 
Mstep: Class 23 contains 26299 members 
Mstep: Class 24 contains 3963 members 
Mstep: Class 25 contains 12199 members 
Mstep: Class 26 contains 7843 members 
Mstep: Class 27 contains 11566 members 
Mstep: Class 28 contains 9372 members 
Mstep: Class 29 contains 7227 members 
Mstep: Class 30 contains 35681 members 
Mstep: Class 31 contains 25220 members 
Mstep: Class 32 contains 3944 members 
Mstep: Class 33 contains 3348 members 
Mstep: Class 34 contains 15723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58878984.000000 Penalty: 112546.796875
Iteration 56Q: 35 clusters Score -5.887898e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 25280 members 
Mstep: Class 4 contains 55089 members 
Mstep: Class 5 contains 62594 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 16855 members 
Mstep: Class 8 contains 12269 members 
Mstep: Class 9 contains 17026 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 42629 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 22576 members 
Mstep: Class 17 contains 93759 members 
Mstep: Class 18 contains 19581 members 
Mstep: Class 19 contains 13218 members 
Mstep: Class 20 contains 14168 members 
Mstep: Class 21 contains 14147 members 
Mstep: Class 22 contains 17311 members 
Mstep: Class 23 contains 26013 members 
Mstep: Class 24 contains 3963 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 7826 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 9374 members 
Mstep: Class 29 contains 7197 members 
Mstep: Class 30 contains 35282 members 
Mstep: Class 31 contains 25223 members 
Mstep: Class 32 contains 3975 members 
Mstep: Class 33 contains 3350 members 
Mstep: Class 34 contains 15849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58879272.000000 Penalty: 112546.796875
Iteration 57Q: 35 clusters Score -5.887927e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25275 members 
Mstep: Class 4 contains 55298 members 
Mstep: Class 5 contains 62460 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 16806 members 
Mstep: Class 8 contains 12267 members 
Mstep: Class 9 contains 17027 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 11565 members 
Mstep: Class 14 contains 42604 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 22574 members 
Mstep: Class 17 contains 94120 members 
Mstep: Class 18 contains 19574 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 14192 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 17269 members 
Mstep: Class 23 contains 25764 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 12373 members 
Mstep: Class 26 contains 7810 members 
Mstep: Class 27 contains 11581 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 34886 members 
Mstep: Class 31 contains 25231 members 
Mstep: Class 32 contains 3999 members 
Mstep: Class 33 contains 3353 members 
Mstep: Class 34 contains 15965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58879448.000000 Penalty: 112546.796875
Iteration 58Q: 35 clusters Score -5.887945e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 25267 members 
Mstep: Class 4 contains 55489 members 
Mstep: Class 5 contains 62413 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 16755 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 17022 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 11565 members 
Mstep: Class 14 contains 42585 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 22579 members 
Mstep: Class 17 contains 94450 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 20 contains 14210 members 
Mstep: Class 21 contains 14162 members 
Mstep: Class 22 contains 17217 members 
Mstep: Class 23 contains 25543 members 
Mstep: Class 24 contains 3953 members 
Mstep: Class 25 contains 12457 members 
Mstep: Class 26 contains 7792 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 9411 members 
Mstep: Class 29 contains 7165 members 
Mstep: Class 30 contains 34497 members 
Mstep: Class 31 contains 25231 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 3356 members 
Mstep: Class 34 contains 16047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58879660.000000 Penalty: 112546.796875
Iteration 59Q: 35 clusters Score -5.887966e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 25260 members 
Mstep: Class 4 contains 55683 members 
Mstep: Class 5 contains 62384 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 17016 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 11568 members 
Mstep: Class 14 contains 42575 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 22581 members 
Mstep: Class 17 contains 94719 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 13193 members 
Mstep: Class 20 contains 14236 members 
Mstep: Class 21 contains 14168 members 
Mstep: Class 22 contains 17181 members 
Mstep: Class 23 contains 25358 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 12526 members 
Mstep: Class 26 contains 7776 members 
Mstep: Class 27 contains 11588 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 7150 members 
Mstep: Class 30 contains 34092 members 
Mstep: Class 31 contains 25232 members 
Mstep: Class 32 contains 4031 members 
Mstep: Class 33 contains 3357 members 
Mstep: Class 34 contains 16138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881988.000000 Penalty: 112546.796875
Iteration 60F: 35 clusters Score -5.888199e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 25262 members 
Mstep: Class 4 contains 55866 members 
Mstep: Class 5 contains 61849 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 16633 members 
Mstep: Class 8 contains 12238 members 
Mstep: Class 9 contains 17009 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 11574 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 22581 members 
Mstep: Class 17 contains 94981 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 14244 members 
Mstep: Class 21 contains 14173 members 
Mstep: Class 22 contains 17148 members 
Mstep: Class 23 contains 25191 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 12582 members 
Mstep: Class 26 contains 7757 members 
Mstep: Class 27 contains 11583 members 
Mstep: Class 28 contains 9431 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 31807 members 
Mstep: Class 31 contains 25224 members 
Mstep: Class 32 contains 4046 members 
Mstep: Class 33 contains 3360 members 
Mstep: Class 34 contains 18679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58885232.000000 Penalty: 112546.796875
Iteration 61Q: 35 clusters Score -5.888523e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 25265 members 
Mstep: Class 4 contains 56058 members 
Mstep: Class 5 contains 61402 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 16609 members 
Mstep: Class 8 contains 12218 members 
Mstep: Class 9 contains 17018 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 11591 members 
Mstep: Class 14 contains 42549 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 22581 members 
Mstep: Class 17 contains 95182 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 13191 members 
Mstep: Class 20 contains 14272 members 
Mstep: Class 21 contains 14148 members 
Mstep: Class 22 contains 17129 members 
Mstep: Class 23 contains 25070 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 7748 members 
Mstep: Class 27 contains 11580 members 
Mstep: Class 28 contains 9432 members 
Mstep: Class 29 contains 7126 members 
Mstep: Class 30 contains 29368 members 
Mstep: Class 31 contains 25222 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 21215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58887816.000000 Penalty: 112546.796875
Iteration 62Q: 35 clusters Score -5.888782e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 4 contains 56231 members 
Mstep: Class 5 contains 61030 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 12207 members 
Mstep: Class 9 contains 17027 members 
Mstep: Class 10 contains 3058 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 11601 members 
Mstep: Class 14 contains 42561 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 22586 members 
Mstep: Class 17 contains 95402 members 
Mstep: Class 18 contains 19563 members 
Mstep: Class 19 contains 13190 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 12682 members 
Mstep: Class 26 contains 7748 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 9432 members 
Mstep: Class 29 contains 7116 members 
Mstep: Class 30 contains 27643 members 
Mstep: Class 31 contains 25214 members 
Mstep: Class 32 contains 4076 members 
Mstep: Class 33 contains 3356 members 
Mstep: Class 34 contains 22928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58889308.000000 Penalty: 112546.796875
Iteration 63Q: 35 clusters Score -5.888931e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 25274 members 
Mstep: Class 4 contains 56440 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 17029 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 11605 members 
Mstep: Class 14 contains 42592 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 22590 members 
Mstep: Class 17 contains 95571 members 
Mstep: Class 18 contains 19536 members 
Mstep: Class 19 contains 13188 members 
Mstep: Class 20 contains 14314 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 17093 members 
Mstep: Class 23 contains 24879 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 12727 members 
Mstep: Class 26 contains 7750 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 9441 members 
Mstep: Class 29 contains 7104 members 
Mstep: Class 30 contains 26546 members 
Mstep: Class 31 contains 25209 members 
Mstep: Class 32 contains 4092 members 
Mstep: Class 33 contains 3356 members 
Mstep: Class 34 contains 23949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58889744.000000 Penalty: 112546.796875
Iteration 64Q: 35 clusters Score -5.888974e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 56663 members 
Mstep: Class 5 contains 60437 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 16550 members 
Mstep: Class 8 contains 12210 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 14 contains 42628 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 22591 members 
Mstep: Class 17 contains 95703 members 
Mstep: Class 18 contains 19509 members 
Mstep: Class 19 contains 13191 members 
Mstep: Class 20 contains 14339 members 
Mstep: Class 21 contains 14105 members 
Mstep: Class 22 contains 17075 members 
Mstep: Class 23 contains 24814 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 12755 members 
Mstep: Class 26 contains 7752 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 9460 members 
Mstep: Class 29 contains 7090 members 
Mstep: Class 30 contains 25679 members 
Mstep: Class 31 contains 25205 members 
Mstep: Class 32 contains 4115 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 24625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58890360.000000 Penalty: 112546.796875
Iteration 65Q: 35 clusters Score -5.889036e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 56868 members 
Mstep: Class 5 contains 60313 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 16520 members 
Mstep: Class 8 contains 12213 members 
Mstep: Class 9 contains 17025 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 5187 members 
Mstep: Class 13 contains 11605 members 
Mstep: Class 14 contains 42642 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 22593 members 
Mstep: Class 17 contains 95847 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 13189 members 
Mstep: Class 20 contains 14379 members 
Mstep: Class 21 contains 14102 members 
Mstep: Class 22 contains 17050 members 
Mstep: Class 23 contains 24738 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 7758 members 
Mstep: Class 27 contains 11587 members 
Mstep: Class 28 contains 9480 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 24905 members 
Mstep: Class 31 contains 25200 members 
Mstep: Class 32 contains 4148 members 
Mstep: Class 33 contains 3357 members 
Mstep: Class 34 contains 25121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58890936.000000 Penalty: 112546.796875
Iteration 66Q: 35 clusters Score -5.889094e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 25268 members 
Mstep: Class 4 contains 57084 members 
Mstep: Class 5 contains 60268 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 16471 members 
Mstep: Class 8 contains 12214 members 
Mstep: Class 9 contains 17017 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 3881 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 11599 members 
Mstep: Class 14 contains 42664 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22591 members 
Mstep: Class 17 contains 95983 members 
Mstep: Class 18 contains 19444 members 
Mstep: Class 19 contains 13187 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 14105 members 
Mstep: Class 22 contains 17037 members 
Mstep: Class 23 contains 24664 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 11582 members 
Mstep: Class 28 contains 9478 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 24160 members 
Mstep: Class 31 contains 25185 members 
Mstep: Class 32 contains 4171 members 
Mstep: Class 33 contains 3359 members 
Mstep: Class 34 contains 25521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58891432.000000 Penalty: 112546.796875
Iteration 67Q: 35 clusters Score -5.889143e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 25272 members 
Mstep: Class 4 contains 57313 members 
Mstep: Class 5 contains 60268 members 
Mstep: Class 6 contains 2441 members 
Mstep: Class 7 contains 16428 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 17016 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 11601 members 
Mstep: Class 14 contains 42683 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 22588 members 
Mstep: Class 17 contains 96120 members 
Mstep: Class 18 contains 19416 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 14471 members 
Mstep: Class 21 contains 14107 members 
Mstep: Class 22 contains 17026 members 
Mstep: Class 23 contains 24568 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 11581 members 
Mstep: Class 28 contains 9476 members 
Mstep: Class 29 contains 7048 members 
Mstep: Class 30 contains 23398 members 
Mstep: Class 31 contains 25174 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 3359 members 
Mstep: Class 34 contains 25844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58891984.000000 Penalty: 112546.796875
Iteration 68Q: 35 clusters Score -5.889198e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 25272 members 
Mstep: Class 4 contains 57541 members 
Mstep: Class 5 contains 60404 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 16376 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 17009 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 11596 members 
Mstep: Class 14 contains 42712 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 22591 members 
Mstep: Class 17 contains 96237 members 
Mstep: Class 18 contains 19371 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 14525 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 17010 members 
Mstep: Class 23 contains 24501 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 11573 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 7031 members 
Mstep: Class 30 contains 22564 members 
Mstep: Class 31 contains 25163 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 3359 members 
Mstep: Class 34 contains 26106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58892592.000000 Penalty: 112546.796875
Iteration 69Q: 35 clusters Score -5.889259e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 57751 members 
Mstep: Class 5 contains 60589 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 8 contains 12217 members 
Mstep: Class 9 contains 17006 members 
Mstep: Class 10 contains 3201 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 11576 members 
Mstep: Class 14 contains 42739 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 22594 members 
Mstep: Class 17 contains 96375 members 
Mstep: Class 18 contains 19338 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 14571 members 
Mstep: Class 21 contains 14130 members 
Mstep: Class 22 contains 16995 members 
Mstep: Class 23 contains 24428 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 13164 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 9464 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 21687 members 
Mstep: Class 31 contains 25157 members 
Mstep: Class 32 contains 4252 members 
Mstep: Class 33 contains 3361 members 
Mstep: Class 34 contains 26344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58893248.000000 Penalty: 112546.796875
Iteration 70Q: 35 clusters Score -5.889325e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 60813 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 16292 members 
Mstep: Class 8 contains 12223 members 
Mstep: Class 9 contains 17005 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 11552 members 
Mstep: Class 14 contains 42775 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 22592 members 
Mstep: Class 17 contains 96494 members 
Mstep: Class 18 contains 19306 members 
Mstep: Class 19 contains 13172 members 
Mstep: Class 20 contains 14624 members 
Mstep: Class 21 contains 14142 members 
Mstep: Class 22 contains 16972 members 
Mstep: Class 23 contains 24331 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 9436 members 
Mstep: Class 29 contains 6988 members 
Mstep: Class 30 contains 20816 members 
Mstep: Class 31 contains 25149 members 
Mstep: Class 32 contains 4283 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 26569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58893992.000000 Penalty: 112546.796875
Iteration 71Q: 35 clusters Score -5.889399e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 25274 members 
Mstep: Class 4 contains 58198 members 
Mstep: Class 5 contains 61105 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 12221 members 
Mstep: Class 9 contains 16996 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 4286 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 11517 members 
Mstep: Class 14 contains 42829 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 22594 members 
Mstep: Class 17 contains 96602 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 16939 members 
Mstep: Class 23 contains 24259 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 13431 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 6975 members 
Mstep: Class 30 contains 19842 members 
Mstep: Class 31 contains 25142 members 
Mstep: Class 32 contains 4309 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 26770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58894644.000000 Penalty: 112546.796875
Iteration 72Q: 35 clusters Score -5.889464e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 58427 members 
Mstep: Class 5 contains 61530 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 16998 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 11464 members 
Mstep: Class 14 contains 42877 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 22592 members 
Mstep: Class 17 contains 96733 members 
Mstep: Class 18 contains 19236 members 
Mstep: Class 19 contains 13172 members 
Mstep: Class 20 contains 14708 members 
Mstep: Class 21 contains 14184 members 
Mstep: Class 22 contains 16920 members 
Mstep: Class 23 contains 24195 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 13567 members 
Mstep: Class 26 contains 7670 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 18739 members 
Mstep: Class 31 contains 25142 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 3363 members 
Mstep: Class 34 contains 26930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58895412.000000 Penalty: 112546.796875
Iteration 73Q: 35 clusters Score -5.889541e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 58636 members 
Mstep: Class 5 contains 62010 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 16223 members 
Mstep: Class 8 contains 12192 members 
Mstep: Class 9 contains 17002 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 11380 members 
Mstep: Class 14 contains 42959 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 22586 members 
Mstep: Class 17 contains 96840 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 14740 members 
Mstep: Class 21 contains 14219 members 
Mstep: Class 22 contains 16908 members 
Mstep: Class 23 contains 24147 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 13722 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 9457 members 
Mstep: Class 29 contains 6956 members 
Mstep: Class 30 contains 17554 members 
Mstep: Class 31 contains 25141 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 3363 members 
Mstep: Class 34 contains 27096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897096.000000 Penalty: 112546.796875
Iteration 74Q: 35 clusters Score -5.88971e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 58862 members 
Mstep: Class 5 contains 62603 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 16212 members 
Mstep: Class 8 contains 12175 members 
Mstep: Class 9 contains 17003 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 11264 members 
Mstep: Class 14 contains 43054 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 22593 members 
Mstep: Class 17 contains 96958 members 
Mstep: Class 18 contains 19184 members 
Mstep: Class 19 contains 13155 members 
Mstep: Class 20 contains 14764 members 
Mstep: Class 21 contains 14258 members 
Mstep: Class 22 contains 16901 members 
Mstep: Class 23 contains 24083 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 13885 members 
Mstep: Class 26 contains 7610 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 9515 members 
Mstep: Class 29 contains 6951 members 
Mstep: Class 30 contains 16148 members 
Mstep: Class 31 contains 25138 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 3360 members 
Mstep: Class 34 contains 27280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901136.000000 Penalty: 112546.796875
Iteration 75Q: 35 clusters Score -5.890114e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 59117 members 
Mstep: Class 5 contains 63100 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 16155 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 17004 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 43156 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 22594 members 
Mstep: Class 17 contains 97065 members 
Mstep: Class 18 contains 19168 members 
Mstep: Class 19 contains 13155 members 
Mstep: Class 20 contains 14773 members 
Mstep: Class 21 contains 14299 members 
Mstep: Class 22 contains 16897 members 
Mstep: Class 23 contains 24022 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 14037 members 
Mstep: Class 26 contains 7598 members 
Mstep: Class 27 contains 11562 members 
Mstep: Class 28 contains 9538 members 
Mstep: Class 29 contains 6949 members 
Mstep: Class 30 contains 15028 members 
Mstep: Class 31 contains 25140 members 
Mstep: Class 32 contains 4435 members 
Mstep: Class 33 contains 3357 members 
Mstep: Class 34 contains 27449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907260.000000 Penalty: 112546.796875
Iteration 76Q: 35 clusters Score -5.890726e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 59400 members 
Mstep: Class 5 contains 62819 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 8 contains 12121 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 43264 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 97182 members 
Mstep: Class 18 contains 19142 members 
Mstep: Class 19 contains 13139 members 
Mstep: Class 20 contains 14788 members 
Mstep: Class 21 contains 14321 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 23960 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 14230 members 
Mstep: Class 26 contains 7573 members 
Mstep: Class 27 contains 11544 members 
Mstep: Class 28 contains 9443 members 
Mstep: Class 29 contains 6942 members 
Mstep: Class 30 contains 15070 members 
Mstep: Class 31 contains 25134 members 
Mstep: Class 32 contains 4460 members 
Mstep: Class 33 contains 3355 members 
Mstep: Class 34 contains 27575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909356.000000 Penalty: 112546.796875
Iteration 77Q: 35 clusters Score -5.890936e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 25275 members 
Mstep: Class 4 contains 59704 members 
Mstep: Class 5 contains 62224 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 12111 members 
Mstep: Class 9 contains 17025 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 43369 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 97284 members 
Mstep: Class 18 contains 19123 members 
Mstep: Class 19 contains 13135 members 
Mstep: Class 20 contains 14799 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 16815 members 
Mstep: Class 23 contains 23901 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 14446 members 
Mstep: Class 26 contains 7531 members 
Mstep: Class 27 contains 11536 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 6936 members 
Mstep: Class 30 contains 15330 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4483 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 27700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910100.000000 Penalty: 112546.796875
Iteration 78Q: 35 clusters Score -5.89101e+07 nChanged 2101
Entering ConstructFrom: 
Score: -58910100.000000 Penalty: 112546.796875
Entering ConstructFrom: 
Trying to split cluster 1 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -635054.687500 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -635054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -629119.437500 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -629119.4 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -631028.500000 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -631028.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -631692.375000 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -631692.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -632390.375000 Penalty: 4402.766113
	Iteration 3F: 3 clusters Score -632390.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -633101.687500 Penalty: 4402.766113
	Iteration 4F: 3 clusters Score -633101.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -633649.562500 Penalty: 4402.766113
	Iteration 5F: 3 clusters Score -633649.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -634005.937500 Penalty: 4402.766113
	Iteration 6F: 3 clusters Score -634005.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -634202.375000 Penalty: 4402.766113
	Iteration 7Q: 3 clusters Score -634202.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -634306.000000 Penalty: 4402.766113
	Iteration 8Q: 3 clusters Score -634306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -634349.437500 Penalty: 4402.766113
	Iteration 9Q: 3 clusters Score -634349.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -634380.000000 Penalty: 4402.766113
	Iteration 10Q: 3 clusters Score -634380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -634404.375000 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -634404.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -634417.562500 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -634417.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -634428.562500 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -634428.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -634435.937500 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -634435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -634438.312500 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -634438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -634440.250000 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -634440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -634442.937500 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -634442.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -634445.437500 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -634445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -634445.750000 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -634445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -634447.375000 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -634447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -634446.687500 Penalty: 4402.766113
	Iteration 21Q: 3 clusters Score -634446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -634448.437500 Penalty: 4402.766113
	Iteration 22Q: 3 clusters Score -634448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -634449.062500 Penalty: 4402.766113
	Iteration 23Q: 3 clusters Score -634449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -634449.062500 Penalty: 4402.766113
	Iteration 24F: 3 clusters Score -634449.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -226526.625000 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -226526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -223556.812500 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -223556.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -224214.875000 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -224214.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -224450.687500 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -224450.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -224694.078125 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -224694.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -224985.859375 Penalty: 3913.171631
	Iteration 4F: 3 clusters Score -224985.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -225240.828125 Penalty: 3913.171631
	Iteration 5F: 3 clusters Score -225240.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -225417.328125 Penalty: 3913.171631
	Iteration 6F: 3 clusters Score -225417.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -225537.671875 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -225537.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -225619.562500 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -225619.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -225663.390625 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -225663.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -225707.703125 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -225707.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -225743.140625 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -225743.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -225771.015625 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -225771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -225798.890625 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -225798.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225816.593750 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -225816.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -225832.625000 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -225832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -225846.000000 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -225846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -225861.031250 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -225861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -225870.703125 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -225870.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -225878.687500 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -225878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -225882.593750 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -225882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -225889.000000 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -225889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -225900.093750 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -225900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -225909.640625 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -225909.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -225914.750000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -225914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -225917.953125 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -225918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -225919.687500 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -225919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -225920.468750 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -225920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -225921.968750 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -225922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -225922.968750 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -225923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -225923.203125 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -225923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -225923.203125 Penalty: 3913.171631
	Iteration 31F: 3 clusters Score -225923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Entering Unmasked Estep 
Score: -2593245.000000 Penalty: 2514.146973
	Iteration 0F: 2 clusters Score -2593245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2575739.250000 Penalty: 5028.293945
	Iteration 0F: 3 clusters Score -2575739 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2581906.750000 Penalty: 5028.293945
	Iteration 1F: 3 clusters Score -2581907 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2582474.250000 Penalty: 5028.293945
	Iteration 2F: 3 clusters Score -2582474 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2583127.500000 Penalty: 5028.293945
	Iteration 3F: 3 clusters Score -2583128 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2584054.500000 Penalty: 5028.293945
	Iteration 4F: 3 clusters Score -2584054 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2585269.500000 Penalty: 5028.293945
	Iteration 5F: 3 clusters Score -2585270 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2586780.750000 Penalty: 5028.293945
	Iteration 6F: 3 clusters Score -2586781 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2588149.000000 Penalty: 5028.293945
	Iteration 7F: 3 clusters Score -2588149 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2589163.500000 Penalty: 5028.293945
	Iteration 8F: 3 clusters Score -2589164 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2589813.000000 Penalty: 5028.293945
	Iteration 9Q: 3 clusters Score -2589813 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2590212.500000 Penalty: 5028.293945
	Iteration 10Q: 3 clusters Score -2590212 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2590479.250000 Penalty: 5028.293945
	Iteration 11Q: 3 clusters Score -2590479 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2590623.500000 Penalty: 5028.293945
	Iteration 12Q: 3 clusters Score -2590624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2590723.500000 Penalty: 5028.293945
	Iteration 13Q: 3 clusters Score -2590724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2590802.750000 Penalty: 5028.293945
	Iteration 14Q: 3 clusters Score -2590803 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2590853.500000 Penalty: 5028.293945
	Iteration 15Q: 3 clusters Score -2590854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2590918.000000 Penalty: 5028.293945
	Iteration 16Q: 3 clusters Score -2590918 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2590985.000000 Penalty: 5028.293945
	Iteration 17Q: 3 clusters Score -2590985 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2591031.500000 Penalty: 5028.293945
	Iteration 18Q: 3 clusters Score -2591032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2591076.750000 Penalty: 5028.293945
	Iteration 19Q: 3 clusters Score -2591077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2591103.500000 Penalty: 5028.293945
	Iteration 20F: 3 clusters Score -2591104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2591134.750000 Penalty: 5028.293945
	Iteration 21Q: 3 clusters Score -2591135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2591170.500000 Penalty: 5028.293945
	Iteration 22Q: 3 clusters Score -2591170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2591198.000000 Penalty: 5028.293945
	Iteration 23Q: 3 clusters Score -2591198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2591209.000000 Penalty: 5028.293945
	Iteration 24Q: 3 clusters Score -2591209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2591222.500000 Penalty: 5028.293945
	Iteration 25Q: 3 clusters Score -2591222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2591222.000000 Penalty: 5028.293945
	Iteration 26Q: 3 clusters Score -2591222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2591234.250000 Penalty: 5028.293945
	Iteration 27Q: 3 clusters Score -2591234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2591239.750000 Penalty: 5028.293945
	Iteration 28Q: 3 clusters Score -2591240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2591247.750000 Penalty: 5028.293945
	Iteration 29Q: 3 clusters Score -2591248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2591259.750000 Penalty: 5028.293945
	Iteration 30Q: 3 clusters Score -2591260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2591257.000000 Penalty: 5028.293945
	Iteration 31Q: 3 clusters Score -2591257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2591259.750000 Penalty: 5028.293945
	Iteration 32Q: 3 clusters Score -2591260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2591258.500000 Penalty: 5028.293945
	Iteration 33Q: 3 clusters Score -2591258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2591267.000000 Penalty: 5028.293945
	Iteration 34Q: 3 clusters Score -2591267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2591275.000000 Penalty: 5028.293945
	Iteration 35Q: 3 clusters Score -2591275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2591281.500000 Penalty: 5028.293945
	Iteration 36Q: 3 clusters Score -2591282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2591281.500000 Penalty: 5028.293945
	Iteration 37Q: 3 clusters Score -2591282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2591288.000000 Penalty: 5028.293945
	Iteration 38Q: 3 clusters Score -2591288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2591291.250000 Penalty: 5028.293945
	Iteration 39Q: 3 clusters Score -2591291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2591290.750000 Penalty: 5028.293945
	Iteration 40F: 3 clusters Score -2591291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2591298.500000 Penalty: 5028.293945
	Iteration 41Q: 3 clusters Score -2591298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2591301.250000 Penalty: 5028.293945
	Iteration 42Q: 3 clusters Score -2591301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2591299.000000 Penalty: 5028.293945
	Iteration 43Q: 3 clusters Score -2591299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2591300.500000 Penalty: 5028.293945
	Iteration 44Q: 3 clusters Score -2591300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2591302.500000 Penalty: 5028.293945
	Iteration 45Q: 3 clusters Score -2591302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2591304.250000 Penalty: 5028.293945
	Iteration 46Q: 3 clusters Score -2591304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2591304.000000 Penalty: 5028.293945
	Iteration 47Q: 3 clusters Score -2591304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2591305.250000 Penalty: 5028.293945
	Iteration 48Q: 3 clusters Score -2591305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2591304.000000 Penalty: 5028.293945
	Iteration 49Q: 3 clusters Score -2591304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2591304.000000 Penalty: 5028.293945
	Iteration 50F: 3 clusters Score -2591304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Entering Unmasked Estep 
Score: -6033847.500000 Penalty: 2728.520752
	Iteration 0F: 2 clusters Score -6033848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5993483.000000 Penalty: 5457.041504
	Iteration 0F: 3 clusters Score -5993483 nChanged 27948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -6009427.000000 Penalty: 5457.041504
	Iteration 1F: 3 clusters Score -6009427 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6010247.000000 Penalty: 5457.041504
	Iteration 2Q: 3 clusters Score -6010247 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -6011159.500000 Penalty: 5457.041504
	Iteration 3Q: 3 clusters Score -6011160 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -6012435.000000 Penalty: 5457.041504
	Iteration 4Q: 3 clusters Score -6012435 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -6014342.500000 Penalty: 5457.041504
	Iteration 5F: 3 clusters Score -6014342 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6017241.000000 Penalty: 5457.041504
	Iteration 6F: 3 clusters Score -6017241 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6021062.500000 Penalty: 5457.041504
	Iteration 7F: 3 clusters Score -6021062 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6024966.500000 Penalty: 5457.041504
	Iteration 8F: 3 clusters Score -6024966 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6028081.500000 Penalty: 5457.041504
	Iteration 9F: 3 clusters Score -6028082 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6029861.000000 Penalty: 5457.041504
	Iteration 10Q: 3 clusters Score -6029861 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6030636.000000 Penalty: 5457.041504
	Iteration 11Q: 3 clusters Score -6030636 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6031001.500000 Penalty: 5457.041504
	Iteration 12Q: 3 clusters Score -6031002 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6031195.000000 Penalty: 5457.041504
	Iteration 13Q: 3 clusters Score -6031195 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6031333.000000 Penalty: 5457.041504
	Iteration 14Q: 3 clusters Score -6031333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6031402.500000 Penalty: 5457.041504
	Iteration 15Q: 3 clusters Score -6031402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6031465.500000 Penalty: 5457.041504
	Iteration 16Q: 3 clusters Score -6031466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6031497.000000 Penalty: 5457.041504
	Iteration 17Q: 3 clusters Score -6031497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6031516.000000 Penalty: 5457.041504
	Iteration 18Q: 3 clusters Score -6031516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6031524.500000 Penalty: 5457.041504
	Iteration 19Q: 3 clusters Score -6031524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6031531.000000 Penalty: 5457.041504
	Iteration 20F: 3 clusters Score -6031531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6031533.500000 Penalty: 5457.041504
	Iteration 21Q: 3 clusters Score -6031534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6031536.500000 Penalty: 5457.041504
	Iteration 22Q: 3 clusters Score -6031536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6031540.000000 Penalty: 5457.041504
	Iteration 23Q: 3 clusters Score -6031540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6031538.000000 Penalty: 5457.041504
	Iteration 24Q: 3 clusters Score -6031538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6031541.500000 Penalty: 5457.041504
	Iteration 25Q: 3 clusters Score -6031542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6031541.500000 Penalty: 5457.041504
	Iteration 26F: 3 clusters Score -6031542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Entering Unmasked Estep 
Score: -6059316.000000 Penalty: 2735.059570
	Iteration 0F: 2 clusters Score -6059316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -6017935.000000 Penalty: 5470.119141
	Iteration 0F: 3 clusters Score -6017935 nChanged 28863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -6034303.500000 Penalty: 5470.119141
	Iteration 1F: 3 clusters Score -6034304 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -6035023.500000 Penalty: 5470.119141
	Iteration 2Q: 3 clusters Score -6035024 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6035789.500000 Penalty: 5470.119141
	Iteration 3Q: 3 clusters Score -6035790 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -6036538.000000 Penalty: 5470.119141
	Iteration 4Q: 3 clusters Score -6036538 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -6037496.000000 Penalty: 5470.119141
	Iteration 5Q: 3 clusters Score -6037496 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -6038816.500000 Penalty: 5470.119141
	Iteration 6Q: 3 clusters Score -6038816 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -6040604.000000 Penalty: 5470.119141
	Iteration 7F: 3 clusters Score -6040604 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6043043.500000 Penalty: 5470.119141
	Iteration 8F: 3 clusters Score -6043044 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -6046141.500000 Penalty: 5470.119141
	Iteration 9F: 3 clusters Score -6046142 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -6049572.000000 Penalty: 5470.119141
	Iteration 10F: 3 clusters Score -6049572 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6052619.500000 Penalty: 5470.119141
	Iteration 11F: 3 clusters Score -6052620 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6055193.500000 Penalty: 5470.119141
	Iteration 12F: 3 clusters Score -6055194 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -6057929.500000 Penalty: 5470.119141
	Iteration 13Q: 3 clusters Score -6057930 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -6061996.000000 Penalty: 5470.119141
	Iteration 14Q: 3 clusters Score -6061996 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -6067310.000000 Penalty: 5470.119141
	Iteration 15Q: 3 clusters Score -6067310 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -6069168.500000 Penalty: 5470.119141
	Iteration 16Q: 3 clusters Score -6069168 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -6069796.000000 Penalty: 5470.119141
	Iteration 17Q: 3 clusters Score -6069796 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -6070129.000000 Penalty: 5470.119141
	Iteration 18Q: 3 clusters Score -6070129 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -6070351.000000 Penalty: 5470.119141
	Iteration 19Q: 3 clusters Score -6070351 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -6070504.500000 Penalty: 5470.119141
	Iteration 20F: 3 clusters Score -6070504 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6070669.000000 Penalty: 5470.119141
	Iteration 21Q: 3 clusters Score -6070669 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6070847.500000 Penalty: 5470.119141
	Iteration 22Q: 3 clusters Score -6070848 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -6070976.000000 Penalty: 5470.119141
	Iteration 23Q: 3 clusters Score -6070976 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -6071087.000000 Penalty: 5470.119141
	Iteration 24Q: 3 clusters Score -6071087 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -6071227.500000 Penalty: 5470.119141
	Iteration 25Q: 3 clusters Score -6071228 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -6071328.000000 Penalty: 5470.119141
	Iteration 26Q: 3 clusters Score -6071328 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6071413.000000 Penalty: 5470.119141
	Iteration 27Q: 3 clusters Score -6071413 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -6071515.000000 Penalty: 5470.119141
	Iteration 28Q: 3 clusters Score -6071515 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -6071628.000000 Penalty: 5470.119141
	Iteration 29Q: 3 clusters Score -6071628 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -6071679.000000 Penalty: 5470.119141
	Iteration 30Q: 3 clusters Score -6071679 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -6071763.500000 Penalty: 5470.119141
	Iteration 31Q: 3 clusters Score -6071764 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -6071832.000000 Penalty: 5470.119141
	Iteration 32Q: 3 clusters Score -6071832 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -6071927.000000 Penalty: 5470.119141
	Iteration 33Q: 3 clusters Score -6071927 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -6071977.000000 Penalty: 5470.119141
	Iteration 34Q: 3 clusters Score -6071977 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -6072011.500000 Penalty: 5470.119141
	Iteration 35Q: 3 clusters Score -6072012 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6072032.000000 Penalty: 5470.119141
	Iteration 36Q: 3 clusters Score -6072032 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6072086.500000 Penalty: 5470.119141
	Iteration 37Q: 3 clusters Score -6072086 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -6072135.000000 Penalty: 5470.119141
	Iteration 38Q: 3 clusters Score -6072135 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -6072177.000000 Penalty: 5470.119141
	Iteration 39Q: 3 clusters Score -6072177 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -6072212.500000 Penalty: 5470.119141
	Iteration 40F: 3 clusters Score -6072212 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -6072213.500000 Penalty: 5470.119141
	Iteration 41Q: 3 clusters Score -6072214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -6072230.000000 Penalty: 5470.119141
	Iteration 42Q: 3 clusters Score -6072230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -6072248.500000 Penalty: 5470.119141
	Iteration 43Q: 3 clusters Score -6072248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6072258.500000 Penalty: 5470.119141
	Iteration 44Q: 3 clusters Score -6072258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -6072273.000000 Penalty: 5470.119141
	Iteration 45Q: 3 clusters Score -6072273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -6072283.000000 Penalty: 5470.119141
	Iteration 46Q: 3 clusters Score -6072283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -6072298.000000 Penalty: 5470.119141
	Iteration 47Q: 3 clusters Score -6072298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -6072307.000000 Penalty: 5470.119141
	Iteration 48Q: 3 clusters Score -6072307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -6072313.000000 Penalty: 5470.119141
	Iteration 49Q: 3 clusters Score -6072313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6072323.500000 Penalty: 5470.119141
	Iteration 50Q: 3 clusters Score -6072324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -6072321.500000 Penalty: 5470.119141
	Iteration 51Q: 3 clusters Score -6072322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -6072326.000000 Penalty: 5470.119141
	Iteration 52Q: 3 clusters Score -6072326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -6072343.000000 Penalty: 5470.119141
	Iteration 53Q: 3 clusters Score -6072343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -6072345.500000 Penalty: 5470.119141
	Iteration 54Q: 3 clusters Score -6072346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -6072350.500000 Penalty: 5470.119141
	Iteration 55Q: 3 clusters Score -6072350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -6072353.000000 Penalty: 5470.119141
	Iteration 56Q: 3 clusters Score -6072353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -6072350.500000 Penalty: 5470.119141
	Iteration 57Q: 3 clusters Score -6072350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -6072344.500000 Penalty: 5470.119141
	Iteration 58Q: 3 clusters Score -6072344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -6072351.000000 Penalty: 5470.119141
	Iteration 59Q: 3 clusters Score -6072351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -6072351.000000 Penalty: 5470.119141
	Iteration 60F: 3 clusters Score -6072351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -6072349.000000 Penalty: 5470.119141
	Iteration 61Q: 3 clusters Score -6072349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -6072342.500000 Penalty: 5470.119141
	Iteration 62Q: 3 clusters Score -6072342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6072346.000000 Penalty: 5470.119141
	Iteration 63Q: 3 clusters Score -6072346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -6072347.500000 Penalty: 5470.119141
	Iteration 64Q: 3 clusters Score -6072348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -6072347.500000 Penalty: 5470.119141
	Iteration 65Q: 3 clusters Score -6072348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -6072340.500000 Penalty: 5470.119141
	Iteration 66Q: 3 clusters Score -6072340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -6072337.000000 Penalty: 5470.119141
	Iteration 67Q: 3 clusters Score -6072337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -6072336.500000 Penalty: 5470.119141
	Iteration 68Q: 3 clusters Score -6072336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -6072336.000000 Penalty: 5470.119141
	Iteration 69Q: 3 clusters Score -6072336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6072339.500000 Penalty: 5470.119141
	Iteration 70Q: 3 clusters Score -6072340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -6072335.500000 Penalty: 5470.119141
	Iteration 71Q: 3 clusters Score -6072336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6072339.000000 Penalty: 5470.119141
	Iteration 72Q: 3 clusters Score -6072339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -6072334.500000 Penalty: 5470.119141
	Iteration 73Q: 3 clusters Score -6072334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -6072333.500000 Penalty: 5470.119141
	Iteration 74Q: 3 clusters Score -6072334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -6072336.500000 Penalty: 5470.119141
	Iteration 75Q: 3 clusters Score -6072336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6072337.500000 Penalty: 5470.119141
	Iteration 76Q: 3 clusters Score -6072338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6072337.500000 Penalty: 5470.119141
	Iteration 77F: 3 clusters Score -6072338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 12116 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Entering Unmasked Estep 
Score: -58922520.000000 Penalty: 115856.992188
Splitting cluster 5 changes total score from -58910100.000000 to -58922520.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 6 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -183959.218750 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -183959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -181271.875000 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -181271.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -181934.843750 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -181934.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -182216.031250 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -182216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -182433.703125 Penalty: 3822.033447
	Iteration 3F: 3 clusters Score -182433.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182671.046875 Penalty: 3822.033447
	Iteration 4F: 3 clusters Score -182671 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -182874.421875 Penalty: 3822.033447
	Iteration 5F: 3 clusters Score -182874.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -183135.296875 Penalty: 3822.033447
	Iteration 6F: 3 clusters Score -183135.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -183398.609375 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -183398.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -183652.125000 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -183652.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -183907.250000 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -183907.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184111.468750 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -184111.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -184279.531250 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -184279.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -184392.765625 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -184392.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -184481.593750 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -184481.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -184559.171875 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -184559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -184585.890625 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -184585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -184630.718750 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -184630.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -184653.140625 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -184653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -184662.203125 Penalty: 3822.033447
	Iteration 18Q: 3 clusters Score -184662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184670.296875 Penalty: 3822.033447
	Iteration 19Q: 3 clusters Score -184670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -184724.984375 Penalty: 3822.033447
	Iteration 20F: 3 clusters Score -184725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184749.156250 Penalty: 3822.033447
	Iteration 21Q: 3 clusters Score -184749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -184761.921875 Penalty: 3822.033447
	Iteration 22Q: 3 clusters Score -184761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -184765.390625 Penalty: 3822.033447
	Iteration 23Q: 3 clusters Score -184765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -184768.265625 Penalty: 3822.033447
	Iteration 24Q: 3 clusters Score -184768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -184776.546875 Penalty: 3822.033447
	Iteration 25Q: 3 clusters Score -184776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -184782.734375 Penalty: 3822.033447
	Iteration 26Q: 3 clusters Score -184782.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -184785.921875 Penalty: 3822.033447
	Iteration 27Q: 3 clusters Score -184785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -184788.531250 Penalty: 3822.033447
	Iteration 28Q: 3 clusters Score -184788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -184788.812500 Penalty: 3822.033447
	Iteration 29Q: 3 clusters Score -184788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -184788.812500 Penalty: 3822.033447
	Iteration 30F: 3 clusters Score -184788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 12116 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Entering Unmasked Estep 
Score: -58922028.000000 Penalty: 119167.195312
Splitting cluster 6 changes total score from -58910100.000000 to -58922028.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (15897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Entering Unmasked Estep 
Score: -1494403.875000 Penalty: 2399.123535
	Iteration 0F: 2 clusters Score -1494404 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 7889 members 
Entering Unmasked Estep 
Score: -1482987.375000 Penalty: 4798.247070
	Iteration 0F: 3 clusters Score -1482987 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1486859.750000 Penalty: 4798.247070
	Iteration 1F: 3 clusters Score -1486860 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1487417.625000 Penalty: 4798.247070
	Iteration 2F: 3 clusters Score -1487418 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1488049.125000 Penalty: 4798.247070
	Iteration 3F: 3 clusters Score -1488049 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1488766.750000 Penalty: 4798.247070
	Iteration 4F: 3 clusters Score -1488767 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1489484.750000 Penalty: 4798.247070
	Iteration 5F: 3 clusters Score -1489485 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1490070.625000 Penalty: 4798.247070
	Iteration 6F: 3 clusters Score -1490071 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1490581.625000 Penalty: 4798.247070
	Iteration 7F: 3 clusters Score -1490582 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1491047.125000 Penalty: 4798.247070
	Iteration 8Q: 3 clusters Score -1491047 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1491431.625000 Penalty: 4798.247070
	Iteration 9Q: 3 clusters Score -1491432 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1491748.375000 Penalty: 4798.247070
	Iteration 10Q: 3 clusters Score -1491748 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1491981.750000 Penalty: 4798.247070
	Iteration 11Q: 3 clusters Score -1491982 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1492156.500000 Penalty: 4798.247070
	Iteration 12Q: 3 clusters Score -1492156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1492254.125000 Penalty: 4798.247070
	Iteration 13Q: 3 clusters Score -1492254 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1492346.125000 Penalty: 4798.247070
	Iteration 14Q: 3 clusters Score -1492346 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1492400.125000 Penalty: 4798.247070
	Iteration 15Q: 3 clusters Score -1492400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1492442.750000 Penalty: 4798.247070
	Iteration 16Q: 3 clusters Score -1492443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1492482.000000 Penalty: 4798.247070
	Iteration 17Q: 3 clusters Score -1492482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1492520.500000 Penalty: 4798.247070
	Iteration 18Q: 3 clusters Score -1492520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1492545.125000 Penalty: 4798.247070
	Iteration 19Q: 3 clusters Score -1492545 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1492578.500000 Penalty: 4798.247070
	Iteration 20F: 3 clusters Score -1492578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1492599.625000 Penalty: 4798.247070
	Iteration 21Q: 3 clusters Score -1492600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1492610.875000 Penalty: 4798.247070
	Iteration 22Q: 3 clusters Score -1492611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1492621.375000 Penalty: 4798.247070
	Iteration 23Q: 3 clusters Score -1492621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1492626.000000 Penalty: 4798.247070
	Iteration 24Q: 3 clusters Score -1492626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1492630.250000 Penalty: 4798.247070
	Iteration 25Q: 3 clusters Score -1492630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1492637.500000 Penalty: 4798.247070
	Iteration 26Q: 3 clusters Score -1492638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1492643.875000 Penalty: 4798.247070
	Iteration 27Q: 3 clusters Score -1492644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1492646.625000 Penalty: 4798.247070
	Iteration 28Q: 3 clusters Score -1492647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1492655.875000 Penalty: 4798.247070
	Iteration 29Q: 3 clusters Score -1492656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1492662.750000 Penalty: 4798.247070
	Iteration 30Q: 3 clusters Score -1492663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1492671.375000 Penalty: 4798.247070
	Iteration 31Q: 3 clusters Score -1492671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1492674.250000 Penalty: 4798.247070
	Iteration 32Q: 3 clusters Score -1492674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1492676.750000 Penalty: 4798.247070
	Iteration 33Q: 3 clusters Score -1492677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1492681.875000 Penalty: 4798.247070
	Iteration 34Q: 3 clusters Score -1492682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1492684.875000 Penalty: 4798.247070
	Iteration 35Q: 3 clusters Score -1492685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1492686.250000 Penalty: 4798.247070
	Iteration 36Q: 3 clusters Score -1492686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1492687.625000 Penalty: 4798.247070
	Iteration 37Q: 3 clusters Score -1492688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1492693.625000 Penalty: 4798.247070
	Iteration 38Q: 3 clusters Score -1492694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1492693.500000 Penalty: 4798.247070
	Iteration 39Q: 3 clusters Score -1492694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1492700.625000 Penalty: 4798.247070
	Iteration 40F: 3 clusters Score -1492701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1492697.500000 Penalty: 4798.247070
	Iteration 41Q: 3 clusters Score -1492698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1492698.625000 Penalty: 4798.247070
	Iteration 42Q: 3 clusters Score -1492699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1492700.125000 Penalty: 4798.247070
	Iteration 43Q: 3 clusters Score -1492700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1492698.625000 Penalty: 4798.247070
	Iteration 44Q: 3 clusters Score -1492699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1492702.250000 Penalty: 4798.247070
	Iteration 45Q: 3 clusters Score -1492702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1492704.250000 Penalty: 4798.247070
	Iteration 46Q: 3 clusters Score -1492704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1492709.500000 Penalty: 4798.247070
	Iteration 47Q: 3 clusters Score -1492710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1492710.125000 Penalty: 4798.247070
	Iteration 48Q: 3 clusters Score -1492710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1492710.625000 Penalty: 4798.247070
	Iteration 49Q: 3 clusters Score -1492711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1492706.250000 Penalty: 4798.247070
	Iteration 50Q: 3 clusters Score -1492706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1492705.500000 Penalty: 4798.247070
	Iteration 51Q: 3 clusters Score -1492706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1492708.500000 Penalty: 4798.247070
	Iteration 52Q: 3 clusters Score -1492708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1492707.125000 Penalty: 4798.247070
	Iteration 53Q: 3 clusters Score -1492707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1492709.625000 Penalty: 4798.247070
	Iteration 54Q: 3 clusters Score -1492710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1492711.000000 Penalty: 4798.247070
	Iteration 55Q: 3 clusters Score -1492711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1492712.000000 Penalty: 4798.247070
	Iteration 56Q: 3 clusters Score -1492712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1492718.250000 Penalty: 4798.247070
	Iteration 57Q: 3 clusters Score -1492718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1492719.000000 Penalty: 4798.247070
	Iteration 58Q: 3 clusters Score -1492719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1492721.250000 Penalty: 4798.247070
	Iteration 59Q: 3 clusters Score -1492721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1492723.125000 Penalty: 4798.247070
	Iteration 60F: 3 clusters Score -1492723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1492728.625000 Penalty: 4798.247070
	Iteration 61Q: 3 clusters Score -1492729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1492730.625000 Penalty: 4798.247070
	Iteration 62Q: 3 clusters Score -1492731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1492734.375000 Penalty: 4798.247070
	Iteration 63Q: 3 clusters Score -1492734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1492735.875000 Penalty: 4798.247070
	Iteration 64Q: 3 clusters Score -1492736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1492743.250000 Penalty: 4798.247070
	Iteration 65Q: 3 clusters Score -1492743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1492742.250000 Penalty: 4798.247070
	Iteration 66Q: 3 clusters Score -1492742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1492747.250000 Penalty: 4798.247070
	Iteration 67Q: 3 clusters Score -1492747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1492746.500000 Penalty: 4798.247070
	Iteration 68Q: 3 clusters Score -1492746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1492750.000000 Penalty: 4798.247070
	Iteration 69Q: 3 clusters Score -1492750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1492757.000000 Penalty: 4798.247070
	Iteration 70Q: 3 clusters Score -1492757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1492761.500000 Penalty: 4798.247070
	Iteration 71Q: 3 clusters Score -1492762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1492762.000000 Penalty: 4798.247070
	Iteration 72Q: 3 clusters Score -1492762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1492767.750000 Penalty: 4798.247070
	Iteration 73Q: 3 clusters Score -1492768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1492766.500000 Penalty: 4798.247070
	Iteration 74Q: 3 clusters Score -1492766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1492769.125000 Penalty: 4798.247070
	Iteration 75Q: 3 clusters Score -1492769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1492768.125000 Penalty: 4798.247070
	Iteration 76Q: 3 clusters Score -1492768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1492767.000000 Penalty: 4798.247070
	Iteration 77Q: 3 clusters Score -1492767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1492765.625000 Penalty: 4798.247070
	Iteration 78Q: 3 clusters Score -1492766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1492770.500000 Penalty: 4798.247070
	Iteration 79Q: 3 clusters Score -1492770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1492770.125000 Penalty: 4798.247070
	Iteration 80F: 3 clusters Score -1492770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1492771.375000 Penalty: 4798.247070
	Iteration 81Q: 3 clusters Score -1492771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1492775.750000 Penalty: 4798.247070
	Iteration 82Q: 3 clusters Score -1492776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1492776.125000 Penalty: 4798.247070
	Iteration 83Q: 3 clusters Score -1492776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1492775.375000 Penalty: 4798.247070
	Iteration 84Q: 3 clusters Score -1492775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1492775.000000 Penalty: 4798.247070
	Iteration 85Q: 3 clusters Score -1492775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1492776.125000 Penalty: 4798.247070
	Iteration 86Q: 3 clusters Score -1492776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1492783.250000 Penalty: 4798.247070
	Iteration 87Q: 3 clusters Score -1492783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1492785.000000 Penalty: 4798.247070
	Iteration 88Q: 3 clusters Score -1492785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1492782.375000 Penalty: 4798.247070
	Iteration 89Q: 3 clusters Score -1492782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1492784.375000 Penalty: 4798.247070
	Iteration 90Q: 3 clusters Score -1492784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1492789.375000 Penalty: 4798.247070
	Iteration 91Q: 3 clusters Score -1492789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1492786.750000 Penalty: 4798.247070
	Iteration 92Q: 3 clusters Score -1492787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1492786.875000 Penalty: 4798.247070
	Iteration 93Q: 3 clusters Score -1492787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1492788.375000 Penalty: 4798.247070
	Iteration 94Q: 3 clusters Score -1492788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1492789.875000 Penalty: 4798.247070
	Iteration 95Q: 3 clusters Score -1492790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1492792.500000 Penalty: 4798.247070
	Iteration 96Q: 3 clusters Score -1492792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1492794.250000 Penalty: 4798.247070
	Iteration 97Q: 3 clusters Score -1492794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1492793.125000 Penalty: 4798.247070
	Iteration 98Q: 3 clusters Score -1492793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1492792.125000 Penalty: 4798.247070
	Iteration 99Q: 3 clusters Score -1492792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1492795.750000 Penalty: 4798.247070
	Iteration 100F: 3 clusters Score -1492796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1492793.250000 Penalty: 4798.247070
	Iteration 101Q: 3 clusters Score -1492793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1492796.250000 Penalty: 4798.247070
	Iteration 102Q: 3 clusters Score -1492796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1492794.875000 Penalty: 4798.247070
	Iteration 103Q: 3 clusters Score -1492795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1492796.250000 Penalty: 4798.247070
	Iteration 104Q: 3 clusters Score -1492796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1492798.125000 Penalty: 4798.247070
	Iteration 105Q: 3 clusters Score -1492798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1492798.125000 Penalty: 4798.247070
	Iteration 106F: 3 clusters Score -1492798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Entering Unmasked Estep 
Score: -1126736.750000 Penalty: 2331.765869
	Iteration 0F: 2 clusters Score -1126737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1117765.000000 Penalty: 4663.531738
	Iteration 0F: 3 clusters Score -1117765 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1120876.875000 Penalty: 4663.531738
	Iteration 1F: 3 clusters Score -1120877 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1121673.750000 Penalty: 4663.531738
	Iteration 2F: 3 clusters Score -1121674 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1122489.500000 Penalty: 4663.531738
	Iteration 3F: 3 clusters Score -1122490 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1123333.000000 Penalty: 4663.531738
	Iteration 4F: 3 clusters Score -1123333 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1124091.250000 Penalty: 4663.531738
	Iteration 5F: 3 clusters Score -1124091 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1124683.000000 Penalty: 4663.531738
	Iteration 6F: 3 clusters Score -1124683 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1125066.750000 Penalty: 4663.531738
	Iteration 7Q: 3 clusters Score -1125067 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1125257.875000 Penalty: 4663.531738
	Iteration 8Q: 3 clusters Score -1125258 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1125354.625000 Penalty: 4663.531738
	Iteration 9Q: 3 clusters Score -1125355 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1125410.375000 Penalty: 4663.531738
	Iteration 10Q: 3 clusters Score -1125410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1125441.000000 Penalty: 4663.531738
	Iteration 11Q: 3 clusters Score -1125441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1125463.875000 Penalty: 4663.531738
	Iteration 12Q: 3 clusters Score -1125464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1125479.125000 Penalty: 4663.531738
	Iteration 13Q: 3 clusters Score -1125479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1125488.625000 Penalty: 4663.531738
	Iteration 14Q: 3 clusters Score -1125489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1125491.625000 Penalty: 4663.531738
	Iteration 15Q: 3 clusters Score -1125492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1125496.000000 Penalty: 4663.531738
	Iteration 16Q: 3 clusters Score -1125496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1125496.500000 Penalty: 4663.531738
	Iteration 17Q: 3 clusters Score -1125496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1125497.625000 Penalty: 4663.531738
	Iteration 18Q: 3 clusters Score -1125498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1125498.250000 Penalty: 4663.531738
	Iteration 19Q: 3 clusters Score -1125498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1125527.000000 Penalty: 4663.531738
	Iteration 20F: 3 clusters Score -1125527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1125590.625000 Penalty: 4663.531738
	Iteration 21Q: 3 clusters Score -1125591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1125660.500000 Penalty: 4663.531738
	Iteration 22Q: 3 clusters Score -1125660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1125697.500000 Penalty: 4663.531738
	Iteration 23Q: 3 clusters Score -1125698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1125726.375000 Penalty: 4663.531738
	Iteration 24Q: 3 clusters Score -1125726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1125747.125000 Penalty: 4663.531738
	Iteration 25Q: 3 clusters Score -1125747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1125779.375000 Penalty: 4663.531738
	Iteration 26Q: 3 clusters Score -1125779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1125804.875000 Penalty: 4663.531738
	Iteration 27Q: 3 clusters Score -1125805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1125822.875000 Penalty: 4663.531738
	Iteration 28Q: 3 clusters Score -1125823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1125844.000000 Penalty: 4663.531738
	Iteration 29Q: 3 clusters Score -1125844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1125878.125000 Penalty: 4663.531738
	Iteration 30Q: 3 clusters Score -1125878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1125907.875000 Penalty: 4663.531738
	Iteration 31Q: 3 clusters Score -1125908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1125931.750000 Penalty: 4663.531738
	Iteration 32Q: 3 clusters Score -1125932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1125966.000000 Penalty: 4663.531738
	Iteration 33Q: 3 clusters Score -1125966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1126006.375000 Penalty: 4663.531738
	Iteration 34Q: 3 clusters Score -1126006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1126036.000000 Penalty: 4663.531738
	Iteration 35Q: 3 clusters Score -1126036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1126079.625000 Penalty: 4663.531738
	Iteration 36Q: 3 clusters Score -1126080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1126124.625000 Penalty: 4663.531738
	Iteration 37Q: 3 clusters Score -1126125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1126152.500000 Penalty: 4663.531738
	Iteration 38Q: 3 clusters Score -1126152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1126177.875000 Penalty: 4663.531738
	Iteration 39Q: 3 clusters Score -1126178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1126243.375000 Penalty: 4663.531738
	Iteration 40F: 3 clusters Score -1126243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1126276.250000 Penalty: 4663.531738
	Iteration 41Q: 3 clusters Score -1126276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1126299.375000 Penalty: 4663.531738
	Iteration 42Q: 3 clusters Score -1126299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1126325.125000 Penalty: 4663.531738
	Iteration 43Q: 3 clusters Score -1126325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1126343.375000 Penalty: 4663.531738
	Iteration 44Q: 3 clusters Score -1126343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1126359.375000 Penalty: 4663.531738
	Iteration 45Q: 3 clusters Score -1126359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1126378.750000 Penalty: 4663.531738
	Iteration 46Q: 3 clusters Score -1126379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1126403.250000 Penalty: 4663.531738
	Iteration 47Q: 3 clusters Score -1126403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1126416.750000 Penalty: 4663.531738
	Iteration 48Q: 3 clusters Score -1126417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1126435.125000 Penalty: 4663.531738
	Iteration 49Q: 3 clusters Score -1126435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1126452.875000 Penalty: 4663.531738
	Iteration 50Q: 3 clusters Score -1126453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1126469.375000 Penalty: 4663.531738
	Iteration 51Q: 3 clusters Score -1126469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1126477.250000 Penalty: 4663.531738
	Iteration 52Q: 3 clusters Score -1126477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1126489.000000 Penalty: 4663.531738
	Iteration 53Q: 3 clusters Score -1126489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1126500.750000 Penalty: 4663.531738
	Iteration 54Q: 3 clusters Score -1126501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1126508.375000 Penalty: 4663.531738
	Iteration 55Q: 3 clusters Score -1126508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1126530.625000 Penalty: 4663.531738
	Iteration 56Q: 3 clusters Score -1126531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1126549.750000 Penalty: 4663.531738
	Iteration 57Q: 3 clusters Score -1126550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1126572.125000 Penalty: 4663.531738
	Iteration 58Q: 3 clusters Score -1126572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1126596.375000 Penalty: 4663.531738
	Iteration 59Q: 3 clusters Score -1126596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1126616.125000 Penalty: 4663.531738
	Iteration 60F: 3 clusters Score -1126616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1126645.500000 Penalty: 4663.531738
	Iteration 61Q: 3 clusters Score -1126646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1126693.000000 Penalty: 4663.531738
	Iteration 62Q: 3 clusters Score -1126693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1126795.000000 Penalty: 4663.531738
	Iteration 63Q: 3 clusters Score -1126795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1126890.250000 Penalty: 4663.531738
	Iteration 64Q: 3 clusters Score -1126890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1126966.375000 Penalty: 4663.531738
	Iteration 65Q: 3 clusters Score -1126966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1127031.125000 Penalty: 4663.531738
	Iteration 66Q: 3 clusters Score -1127031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1127072.125000 Penalty: 4663.531738
	Iteration 67Q: 3 clusters Score -1127072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1127097.125000 Penalty: 4663.531738
	Iteration 68Q: 3 clusters Score -1127097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1127113.750000 Penalty: 4663.531738
	Iteration 69Q: 3 clusters Score -1127114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1127124.125000 Penalty: 4663.531738
	Iteration 70Q: 3 clusters Score -1127124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1127133.500000 Penalty: 4663.531738
	Iteration 71Q: 3 clusters Score -1127134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1127146.375000 Penalty: 4663.531738
	Iteration 72Q: 3 clusters Score -1127146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1127153.500000 Penalty: 4663.531738
	Iteration 73Q: 3 clusters Score -1127154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1127156.250000 Penalty: 4663.531738
	Iteration 74Q: 3 clusters Score -1127156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1127157.750000 Penalty: 4663.531738
	Iteration 75Q: 3 clusters Score -1127158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1127163.500000 Penalty: 4663.531738
	Iteration 76Q: 3 clusters Score -1127164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1127164.375000 Penalty: 4663.531738
	Iteration 77Q: 3 clusters Score -1127164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1127165.875000 Penalty: 4663.531738
	Iteration 78Q: 3 clusters Score -1127166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1127165.500000 Penalty: 4663.531738
	Iteration 79Q: 3 clusters Score -1127166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1127166.875000 Penalty: 4663.531738
	Iteration 80F: 3 clusters Score -1127167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1127168.125000 Penalty: 4663.531738
	Iteration 81Q: 3 clusters Score -1127168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1127168.125000 Penalty: 4663.531738
	Iteration 82F: 3 clusters Score -1127168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Entering Unmasked Estep 
Score: -58921436.000000 Penalty: 122477.390625
Splitting cluster 8 changes total score from -58910100.000000 to -58921436.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 9 (17028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Entering Unmasked Estep 
Score: -1698055.125000 Penalty: 2416.168457
	Iteration 0F: 2 clusters Score -1698055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1685926.500000 Penalty: 4832.336914
	Iteration 0F: 3 clusters Score -1685926 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1689843.750000 Penalty: 4832.336914
	Iteration 1F: 3 clusters Score -1689844 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1690253.625000 Penalty: 4832.336914
	Iteration 2F: 3 clusters Score -1690254 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1690546.750000 Penalty: 4832.336914
	Iteration 3Q: 3 clusters Score -1690547 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1690818.125000 Penalty: 4832.336914
	Iteration 4Q: 3 clusters Score -1690818 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1691097.250000 Penalty: 4832.336914
	Iteration 5Q: 3 clusters Score -1691097 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1691416.625000 Penalty: 4832.336914
	Iteration 6Q: 3 clusters Score -1691417 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1691818.750000 Penalty: 4832.336914
	Iteration 7Q: 3 clusters Score -1691819 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1692325.000000 Penalty: 4832.336914
	Iteration 8F: 3 clusters Score -1692325 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1692915.000000 Penalty: 4832.336914
	Iteration 9F: 3 clusters Score -1692915 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1693619.875000 Penalty: 4832.336914
	Iteration 10F: 3 clusters Score -1693620 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1694364.375000 Penalty: 4832.336914
	Iteration 11F: 3 clusters Score -1694364 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1694933.625000 Penalty: 4832.336914
	Iteration 12Q: 3 clusters Score -1694934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1695312.125000 Penalty: 4832.336914
	Iteration 13Q: 3 clusters Score -1695312 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1695542.625000 Penalty: 4832.336914
	Iteration 14Q: 3 clusters Score -1695543 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1695684.500000 Penalty: 4832.336914
	Iteration 15Q: 3 clusters Score -1695684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1695785.250000 Penalty: 4832.336914
	Iteration 16Q: 3 clusters Score -1695785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1695839.625000 Penalty: 4832.336914
	Iteration 17Q: 3 clusters Score -1695840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1695873.125000 Penalty: 4832.336914
	Iteration 18Q: 3 clusters Score -1695873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1695884.375000 Penalty: 4832.336914
	Iteration 19Q: 3 clusters Score -1695884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1695893.750000 Penalty: 4832.336914
	Iteration 20F: 3 clusters Score -1695894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1695898.625000 Penalty: 4832.336914
	Iteration 21Q: 3 clusters Score -1695899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1695905.625000 Penalty: 4832.336914
	Iteration 22Q: 3 clusters Score -1695906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1695918.000000 Penalty: 4832.336914
	Iteration 23Q: 3 clusters Score -1695918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1695922.375000 Penalty: 4832.336914
	Iteration 24Q: 3 clusters Score -1695922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1695925.000000 Penalty: 4832.336914
	Iteration 25Q: 3 clusters Score -1695925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1695928.125000 Penalty: 4832.336914
	Iteration 26Q: 3 clusters Score -1695928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1695928.500000 Penalty: 4832.336914
	Iteration 27Q: 3 clusters Score -1695928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1695928.500000 Penalty: 4832.336914
	Iteration 28F: 3 clusters Score -1695928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -324753.218750 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -324753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -321143.687500 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -321143.7 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -322036.281250 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -322036.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -322296.218750 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -322296.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -322473.593750 Penalty: 4050.865967
	Iteration 3F: 3 clusters Score -322473.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -322651.218750 Penalty: 4050.865967
	Iteration 4Q: 3 clusters Score -322651.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -322850.875000 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -322850.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -323072.937500 Penalty: 4050.865967
	Iteration 6F: 3 clusters Score -323072.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -323295.062500 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -323295.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -323488.781250 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -323488.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -323640.312500 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -323640.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -323772.250000 Penalty: 4050.865967
	Iteration 10Q: 3 clusters Score -323772.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -323884.312500 Penalty: 4050.865967
	Iteration 11Q: 3 clusters Score -323884.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -324027.125000 Penalty: 4050.865967
	Iteration 12Q: 3 clusters Score -324027.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -324197.656250 Penalty: 4050.865967
	Iteration 13Q: 3 clusters Score -324197.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -324327.718750 Penalty: 4050.865967
	Iteration 14Q: 3 clusters Score -324327.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -324480.187500 Penalty: 4050.865967
	Iteration 15Q: 3 clusters Score -324480.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -324705.750000 Penalty: 4050.865967
	Iteration 16Q: 3 clusters Score -324705.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -325091.593750 Penalty: 4050.865967
	Iteration 17Q: 3 clusters Score -325091.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -325382.531250 Penalty: 4050.865967
	Iteration 18Q: 3 clusters Score -325382.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -325511.281250 Penalty: 4050.865967
	Iteration 19Q: 3 clusters Score -325511.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -325589.156250 Penalty: 4050.865967
	Iteration 20F: 3 clusters Score -325589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -325612.343750 Penalty: 4050.865967
	Iteration 21Q: 3 clusters Score -325612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -325615.625000 Penalty: 4050.865967
	Iteration 22Q: 3 clusters Score -325615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325617.656250 Penalty: 4050.865967
	Iteration 23Q: 3 clusters Score -325617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -325617.718750 Penalty: 4050.865967
	Iteration 24Q: 3 clusters Score -325617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -325617.718750 Penalty: 4050.865967
	Iteration 25F: 3 clusters Score -325617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Entering Unmasked Estep 
Score: -58920992.000000 Penalty: 125787.593750
Splitting cluster 10 changes total score from -58910100.000000 to -58920992.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 11 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -473082.312500 Penalty: 2110.871338
	Iteration 0F: 2 clusters Score -473082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -468570.250000 Penalty: 4221.742676
	Iteration 0F: 3 clusters Score -468570.2 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -469655.718750 Penalty: 4221.742676
	Iteration 1F: 3 clusters Score -469655.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -469890.718750 Penalty: 4221.742676
	Iteration 2F: 3 clusters Score -469890.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -470025.156250 Penalty: 4221.742676
	Iteration 3Q: 3 clusters Score -470025.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -470133.187500 Penalty: 4221.742676
	Iteration 4Q: 3 clusters Score -470133.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -470216.531250 Penalty: 4221.742676
	Iteration 5Q: 3 clusters Score -470216.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -470274.250000 Penalty: 4221.742676
	Iteration 6Q: 3 clusters Score -470274.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -470312.750000 Penalty: 4221.742676
	Iteration 7Q: 3 clusters Score -470312.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -470347.468750 Penalty: 4221.742676
	Iteration 8Q: 3 clusters Score -470347.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -470388.937500 Penalty: 4221.742676
	Iteration 9Q: 3 clusters Score -470388.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -470425.281250 Penalty: 4221.742676
	Iteration 10Q: 3 clusters Score -470425.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -470467.937500 Penalty: 4221.742676
	Iteration 11Q: 3 clusters Score -470467.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -470527.000000 Penalty: 4221.742676
	Iteration 12Q: 3 clusters Score -470527 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -470575.531250 Penalty: 4221.742676
	Iteration 13Q: 3 clusters Score -470575.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -470626.343750 Penalty: 4221.742676
	Iteration 14Q: 3 clusters Score -470626.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -470671.125000 Penalty: 4221.742676
	Iteration 15Q: 3 clusters Score -470671.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -470709.312500 Penalty: 4221.742676
	Iteration 16Q: 3 clusters Score -470709.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -470745.468750 Penalty: 4221.742676
	Iteration 17Q: 3 clusters Score -470745.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -470773.718750 Penalty: 4221.742676
	Iteration 18Q: 3 clusters Score -470773.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -470805.625000 Penalty: 4221.742676
	Iteration 19Q: 3 clusters Score -470805.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -470837.125000 Penalty: 4221.742676
	Iteration 20F: 3 clusters Score -470837.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -470870.187500 Penalty: 4221.742676
	Iteration 21Q: 3 clusters Score -470870.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -470896.593750 Penalty: 4221.742676
	Iteration 22Q: 3 clusters Score -470896.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -470921.625000 Penalty: 4221.742676
	Iteration 23Q: 3 clusters Score -470921.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -470939.625000 Penalty: 4221.742676
	Iteration 24Q: 3 clusters Score -470939.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -470957.000000 Penalty: 4221.742676
	Iteration 25Q: 3 clusters Score -470957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -470976.000000 Penalty: 4221.742676
	Iteration 26Q: 3 clusters Score -470976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -470999.875000 Penalty: 4221.742676
	Iteration 27Q: 3 clusters Score -470999.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -471019.906250 Penalty: 4221.742676
	Iteration 28Q: 3 clusters Score -471019.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -471042.187500 Penalty: 4221.742676
	Iteration 29Q: 3 clusters Score -471042.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -471061.875000 Penalty: 4221.742676
	Iteration 30Q: 3 clusters Score -471061.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -471084.718750 Penalty: 4221.742676
	Iteration 31Q: 3 clusters Score -471084.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -471106.093750 Penalty: 4221.742676
	Iteration 32Q: 3 clusters Score -471106.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -471119.031250 Penalty: 4221.742676
	Iteration 33Q: 3 clusters Score -471119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -471132.000000 Penalty: 4221.742676
	Iteration 34Q: 3 clusters Score -471132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -471145.375000 Penalty: 4221.742676
	Iteration 35Q: 3 clusters Score -471145.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -471156.968750 Penalty: 4221.742676
	Iteration 36Q: 3 clusters Score -471157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -471165.437500 Penalty: 4221.742676
	Iteration 37Q: 3 clusters Score -471165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -471170.812500 Penalty: 4221.742676
	Iteration 38Q: 3 clusters Score -471170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -471173.812500 Penalty: 4221.742676
	Iteration 39Q: 3 clusters Score -471173.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -471176.906250 Penalty: 4221.742676
	Iteration 40F: 3 clusters Score -471176.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -471180.468750 Penalty: 4221.742676
	Iteration 41Q: 3 clusters Score -471180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -471184.250000 Penalty: 4221.742676
	Iteration 42Q: 3 clusters Score -471184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -471188.031250 Penalty: 4221.742676
	Iteration 43Q: 3 clusters Score -471188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -471191.218750 Penalty: 4221.742676
	Iteration 44Q: 3 clusters Score -471191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -471195.218750 Penalty: 4221.742676
	Iteration 45Q: 3 clusters Score -471195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -471198.281250 Penalty: 4221.742676
	Iteration 46Q: 3 clusters Score -471198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -471200.343750 Penalty: 4221.742676
	Iteration 47Q: 3 clusters Score -471200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -471200.781250 Penalty: 4221.742676
	Iteration 48Q: 3 clusters Score -471200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -471200.718750 Penalty: 4221.742676
	Iteration 49Q: 3 clusters Score -471200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -471200.718750 Penalty: 4221.742676
	Iteration 50F: 3 clusters Score -471200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -481466.187500 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -481466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -476837.500000 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -476837.5 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -478025.093750 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -478025.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -478370.968750 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -478371 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -478782.843750 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -478782.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -479289.625000 Penalty: 4245.600098
	Iteration 4F: 3 clusters Score -479289.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -479824.687500 Penalty: 4245.600098
	Iteration 5F: 3 clusters Score -479824.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -480245.906250 Penalty: 4245.600098
	Iteration 6F: 3 clusters Score -480245.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -480514.062500 Penalty: 4245.600098
	Iteration 7F: 3 clusters Score -480514.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -480643.031250 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -480643 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -480716.468750 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -480716.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -480765.750000 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -480765.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -480793.750000 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -480793.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -480812.062500 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -480812.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -480828.437500 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -480828.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -480848.031250 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -480848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -480865.125000 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -480865.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -480881.125000 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -480881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -480897.375000 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -480897.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -480916.437500 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -480916.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -480941.281250 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -480941.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -480972.687500 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -480972.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -481003.218750 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -481003.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -481042.187500 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -481042.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -481092.437500 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -481092.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -481149.468750 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -481149.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -481219.406250 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -481219.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -481286.000000 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -481286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -481350.718750 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -481350.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -481403.562500 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -481403.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -481463.000000 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -481463 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -481540.500000 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -481540.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -481626.375000 Penalty: 4245.600098
	Iteration 31Q: 3 clusters Score -481626.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -481678.250000 Penalty: 4245.600098
	Iteration 32Q: 3 clusters Score -481678.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -481705.062500 Penalty: 4245.600098
	Iteration 33Q: 3 clusters Score -481705.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -481724.843750 Penalty: 4245.600098
	Iteration 34Q: 3 clusters Score -481724.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -481735.656250 Penalty: 4245.600098
	Iteration 35Q: 3 clusters Score -481735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -481738.656250 Penalty: 4245.600098
	Iteration 36Q: 3 clusters Score -481738.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -481741.093750 Penalty: 4245.600098
	Iteration 37Q: 3 clusters Score -481741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -481740.468750 Penalty: 4245.600098
	Iteration 38Q: 3 clusters Score -481740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -481741.500000 Penalty: 4245.600098
	Iteration 39Q: 3 clusters Score -481741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -481741.500000 Penalty: 4245.600098
	Iteration 40F: 3 clusters Score -481741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 3846 members 
Entering Unmasked Estep 
Score: -58920052.000000 Penalty: 129097.796875
Splitting cluster 12 changes total score from -58910100.000000 to -58920052.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (10133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Entering Unmasked Estep 
Score: -998923.312500 Penalty: 2287.441162
	Iteration 0F: 2 clusters Score -998923.3 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 5078 members 
Entering Unmasked Estep 
Score: -991132.750000 Penalty: 4574.882324
	Iteration 0F: 3 clusters Score -991132.8 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -993323.750000 Penalty: 4574.882324
	Iteration 1F: 3 clusters Score -993323.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -993733.750000 Penalty: 4574.882324
	Iteration 2F: 3 clusters Score -993733.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -994433.187500 Penalty: 4574.882324
	Iteration 3F: 3 clusters Score -994433.2 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -995819.687500 Penalty: 4574.882324
	Iteration 4F: 3 clusters Score -995819.7 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -997623.937500 Penalty: 4574.882324
	Iteration 5F: 3 clusters Score -997623.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -998767.062500 Penalty: 4574.882324
	Iteration 6F: 3 clusters Score -998767.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -999146.687500 Penalty: 4574.882324
	Iteration 7F: 3 clusters Score -999146.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -999274.687500 Penalty: 4574.882324
	Iteration 8Q: 3 clusters Score -999274.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -999312.375000 Penalty: 4574.882324
	Iteration 9Q: 3 clusters Score -999312.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -999332.875000 Penalty: 4574.882324
	Iteration 10Q: 3 clusters Score -999332.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -999346.437500 Penalty: 4574.882324
	Iteration 11Q: 3 clusters Score -999346.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -999351.937500 Penalty: 4574.882324
	Iteration 12Q: 3 clusters Score -999351.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -999352.937500 Penalty: 4574.882324
	Iteration 13Q: 3 clusters Score -999352.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -999357.187500 Penalty: 4574.882324
	Iteration 14Q: 3 clusters Score -999357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -999359.437500 Penalty: 4574.882324
	Iteration 15Q: 3 clusters Score -999359.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -999362.437500 Penalty: 4574.882324
	Iteration 16Q: 3 clusters Score -999362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -999364.750000 Penalty: 4574.882324
	Iteration 17Q: 3 clusters Score -999364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -999365.250000 Penalty: 4574.882324
	Iteration 18Q: 3 clusters Score -999365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -999362.562500 Penalty: 4574.882324
	Iteration 19Q: 3 clusters Score -999362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -999362.375000 Penalty: 4574.882324
	Iteration 20F: 3 clusters Score -999362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -999363.937500 Penalty: 4574.882324
	Iteration 21Q: 3 clusters Score -999363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -999365.375000 Penalty: 4574.882324
	Iteration 22Q: 3 clusters Score -999365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -999363.437500 Penalty: 4574.882324
	Iteration 23Q: 3 clusters Score -999363.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -999363.437500 Penalty: 4574.882324
	Iteration 24F: 3 clusters Score -999363.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 3846 members 
Mstep: Class 40 contains 6575 members 
Entering Unmasked Estep 
Score: -58919636.000000 Penalty: 132408.000000
Splitting cluster 13 changes total score from -58910100.000000 to -58919636.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (43446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Entering Unmasked Estep 
Score: -4256224.000000 Penalty: 2648.459961
	Iteration 0F: 2 clusters Score -4256224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4226825.000000 Penalty: 5296.919922
	Iteration 0F: 3 clusters Score -4226825 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4237969.500000 Penalty: 5296.919922
	Iteration 1F: 3 clusters Score -4237970 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4238820.000000 Penalty: 5296.919922
	Iteration 2Q: 3 clusters Score -4238820 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4239802.500000 Penalty: 5296.919922
	Iteration 3F: 3 clusters Score -4239802 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4241101.500000 Penalty: 5296.919922
	Iteration 4F: 3 clusters Score -4241102 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4242727.000000 Penalty: 5296.919922
	Iteration 5F: 3 clusters Score -4242727 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4244739.000000 Penalty: 5296.919922
	Iteration 6F: 3 clusters Score -4244739 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4246812.000000 Penalty: 5296.919922
	Iteration 7F: 3 clusters Score -4246812 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4248913.500000 Penalty: 5296.919922
	Iteration 8F: 3 clusters Score -4248914 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4250602.500000 Penalty: 5296.919922
	Iteration 9Q: 3 clusters Score -4250602 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4251704.000000 Penalty: 5296.919922
	Iteration 10Q: 3 clusters Score -4251704 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4252312.000000 Penalty: 5296.919922
	Iteration 11Q: 3 clusters Score -4252312 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4252646.000000 Penalty: 5296.919922
	Iteration 12Q: 3 clusters Score -4252646 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4252842.500000 Penalty: 5296.919922
	Iteration 13Q: 3 clusters Score -4252842 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -4252930.000000 Penalty: 5296.919922
	Iteration 14Q: 3 clusters Score -4252930 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4253009.000000 Penalty: 5296.919922
	Iteration 15Q: 3 clusters Score -4253009 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4253080.500000 Penalty: 5296.919922
	Iteration 16Q: 3 clusters Score -4253080 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4253126.000000 Penalty: 5296.919922
	Iteration 17Q: 3 clusters Score -4253126 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4253176.000000 Penalty: 5296.919922
	Iteration 18Q: 3 clusters Score -4253176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4253222.500000 Penalty: 5296.919922
	Iteration 19Q: 3 clusters Score -4253222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4253275.000000 Penalty: 5296.919922
	Iteration 20F: 3 clusters Score -4253275 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4253312.000000 Penalty: 5296.919922
	Iteration 21Q: 3 clusters Score -4253312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4253334.000000 Penalty: 5296.919922
	Iteration 22Q: 3 clusters Score -4253334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4253363.500000 Penalty: 5296.919922
	Iteration 23Q: 3 clusters Score -4253364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4253388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4253407.500000 Penalty: 5296.919922
	Iteration 25Q: 3 clusters Score -4253408 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4253432.500000 Penalty: 5296.919922
	Iteration 26Q: 3 clusters Score -4253432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4253451.500000 Penalty: 5296.919922
	Iteration 27Q: 3 clusters Score -4253452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4253463.500000 Penalty: 5296.919922
	Iteration 28Q: 3 clusters Score -4253464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4253489.500000 Penalty: 5296.919922
	Iteration 29Q: 3 clusters Score -4253490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4253507.500000 Penalty: 5296.919922
	Iteration 30Q: 3 clusters Score -4253508 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4253528.500000 Penalty: 5296.919922
	Iteration 31Q: 3 clusters Score -4253528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4253552.500000 Penalty: 5296.919922
	Iteration 32Q: 3 clusters Score -4253552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4253568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4253599.500000 Penalty: 5296.919922
	Iteration 34Q: 3 clusters Score -4253600 nChanged 107
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Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4253617.500000 Penalty: 5296.919922
	Iteration 35Q: 3 clusters Score -4253618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4253632 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4253659.000000 Penalty: 5296.919922
	Iteration 37Q: 3 clusters Score -4253659 nChanged 83
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Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4253664 nChanged 85
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Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4253676.500000 Penalty: 5296.919922
	Iteration 39Q: 3 clusters Score -4253676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4253707.500000 Penalty: 5296.919922
	Iteration 40F: 3 clusters Score -4253708 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4253731 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4253725 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4253744 nChanged 83
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Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4253768 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4253776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4253787 nChanged 86
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Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4253811.500000 Penalty: 5296.919922
	Iteration 47Q: 3 clusters Score -4253812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4253827.000000 Penalty: 5296.919922
	Iteration 48Q: 3 clusters Score -4253827 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4253856 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4253884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4253914 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4253954 nChanged 93
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Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4253979 nChanged 91
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Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4254001.000000 Penalty: 5296.919922
	Iteration 54Q: 3 clusters Score -4254001 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4254023.000000 Penalty: 5296.919922
	Iteration 55Q: 3 clusters Score -4254023 nChanged 68
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Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4254036 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4254066 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4254092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4254114.000000 Penalty: 5296.919922
	Iteration 59Q: 3 clusters Score -4254114 nChanged 60
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Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4254123.500000 Penalty: 5296.919922
	Iteration 60F: 3 clusters Score -4254124 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4254122 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4254158.000000 Penalty: 5296.919922
	Iteration 62Q: 3 clusters Score -4254158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4254176.000000 Penalty: 5296.919922
	Iteration 63Q: 3 clusters Score -4254176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4254195.000000 Penalty: 5296.919922
	Iteration 64Q: 3 clusters Score -4254195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4254220.500000 Penalty: 5296.919922
	Iteration 65Q: 3 clusters Score -4254220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4254244.500000 Penalty: 5296.919922
	Iteration 66Q: 3 clusters Score -4254244 nChanged 67
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Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4254263.500000 Penalty: 5296.919922
	Iteration 67Q: 3 clusters Score -4254264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4254273.500000 Penalty: 5296.919922
	Iteration 68Q: 3 clusters Score -4254274 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4254290.500000 Penalty: 5296.919922
	Iteration 69Q: 3 clusters Score -4254290 nChanged 64
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Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4254300.500000 Penalty: 5296.919922
	Iteration 70Q: 3 clusters Score -4254300 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4254332 nChanged 65
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Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4254349.000000 Penalty: 5296.919922
	Iteration 72Q: 3 clusters Score -4254349 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4254378 nChanged 67
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Mstep: Class 1 contains 41908 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4254418 nChanged 68
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Mstep: Class 1 contains 41962 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4254458 nChanged 65
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	Iteration 76Q: 3 clusters Score -4254502 nChanged 84
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Mstep: Class 1 contains 42061 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4254568 nChanged 77
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Mstep: Class 1 contains 42098 members 
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Entering Unmasked Estep 
Score: -4254629.500000 Penalty: 5296.919922
	Iteration 78Q: 3 clusters Score -4254630 nChanged 68
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Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1310 members 
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	Iteration 79Q: 3 clusters Score -4254688 nChanged 65
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Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4254741 nChanged 67
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Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1258 members 
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	Iteration 81Q: 3 clusters Score -4254793 nChanged 69
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Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4254838 nChanged 76
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Mstep: Class 1 contains 42187 members 
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	Iteration 83Q: 3 clusters Score -4254866 nChanged 68
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Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4254878 nChanged 52
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Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4254901 nChanged 37
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Mstep: Class 1 contains 42136 members 
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Entering Unmasked Estep 
Score: -4254921.500000 Penalty: 5296.919922
	Iteration 86Q: 3 clusters Score -4254922 nChanged 45
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Mstep: Class 1 contains 42117 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4254934 nChanged 29
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Mstep: Class 1 contains 42108 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4254948 nChanged 29
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Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4254956 nChanged 26
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Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4254967 nChanged 21
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Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4254985 nChanged 15
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Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1385 members 
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Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 1401 members 
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	Iteration 93Q: 3 clusters Score -4254992 nChanged 21
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Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4255002.000000 Penalty: 5296.919922
	Iteration 94Q: 3 clusters Score -4255002 nChanged 25
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4255004 nChanged 14
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Entering Unmasked Estep 
Score: -4255017.000000 Penalty: 5296.919922
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4255016 nChanged 14
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Mstep: Class 1 contains 41989 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4255026 nChanged 15
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Mstep: Class 2 contains 1466 members 
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	Iteration 99Q: 3 clusters Score -4255042 nChanged 18
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Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4255048.000000 Penalty: 5296.919922
	Iteration 100F: 3 clusters Score -4255048 nChanged 23
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Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4255058 nChanged 31
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4255079 nChanged 35
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4255090 nChanged 38
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Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4255098 nChanged 37
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Entering Unmasked Estep 
Score: -4255125.000000 Penalty: 5296.919922
	Iteration 105Q: 3 clusters Score -4255125 nChanged 42
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4255136 nChanged 41
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4255150 nChanged 25
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Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4255157.000000 Penalty: 5296.919922
	Iteration 108Q: 3 clusters Score -4255157 nChanged 33
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Entering Unmasked Estep 
Score: -4255162.000000 Penalty: 5296.919922
	Iteration 109Q: 3 clusters Score -4255162 nChanged 29
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Entering Unmasked Estep 
Score: -4255170.500000 Penalty: 5296.919922
	Iteration 110Q: 3 clusters Score -4255170 nChanged 33
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Entering Unmasked Estep 
Score: -4255180.000000 Penalty: 5296.919922
	Iteration 111Q: 3 clusters Score -4255180 nChanged 43
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Entering Unmasked Estep 
Score: -4255187.000000 Penalty: 5296.919922
	Iteration 112Q: 3 clusters Score -4255187 nChanged 43
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Mstep: Class 1 contains 41607 members 
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Entering Unmasked Estep 
Score: -4255204.500000 Penalty: 5296.919922
	Iteration 113Q: 3 clusters Score -4255204 nChanged 36
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Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4255206 nChanged 31
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Entering Unmasked Estep 
Score: -4255217.000000 Penalty: 5296.919922
	Iteration 115Q: 3 clusters Score -4255217 nChanged 42
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Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4255234.000000 Penalty: 5296.919922
	Iteration 116Q: 3 clusters Score -4255234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4255244.000000 Penalty: 5296.919922
	Iteration 117Q: 3 clusters Score -4255244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4255250.000000 Penalty: 5296.919922
	Iteration 118Q: 3 clusters Score -4255250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4255254.500000 Penalty: 5296.919922
	Iteration 119Q: 3 clusters Score -4255254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4255274.500000 Penalty: 5296.919922
	Iteration 120F: 3 clusters Score -4255274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4255273.500000 Penalty: 5296.919922
	Iteration 121Q: 3 clusters Score -4255274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4255276.500000 Penalty: 5296.919922
	Iteration 122Q: 3 clusters Score -4255276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4255286.000000 Penalty: 5296.919922
	Iteration 123Q: 3 clusters Score -4255286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4255289.000000 Penalty: 5296.919922
	Iteration 124Q: 3 clusters Score -4255289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4255295.500000 Penalty: 5296.919922
	Iteration 125Q: 3 clusters Score -4255296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4255292.000000 Penalty: 5296.919922
	Iteration 126Q: 3 clusters Score -4255292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4255292.500000 Penalty: 5296.919922
	Iteration 127Q: 3 clusters Score -4255292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4255293.000000 Penalty: 5296.919922
	Iteration 128Q: 3 clusters Score -4255293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4255294.000000 Penalty: 5296.919922
	Iteration 129Q: 3 clusters Score -4255294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4255301.000000 Penalty: 5296.919922
	Iteration 130Q: 3 clusters Score -4255301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4255298.500000 Penalty: 5296.919922
	Iteration 131Q: 3 clusters Score -4255298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4255300.500000 Penalty: 5296.919922
	Iteration 132Q: 3 clusters Score -4255300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4255304.500000 Penalty: 5296.919922
	Iteration 133Q: 3 clusters Score -4255304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4255299.500000 Penalty: 5296.919922
	Iteration 134Q: 3 clusters Score -4255300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4255300.000000 Penalty: 5296.919922
	Iteration 135Q: 3 clusters Score -4255300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4255305.500000 Penalty: 5296.919922
	Iteration 136Q: 3 clusters Score -4255306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4255308.000000 Penalty: 5296.919922
	Iteration 137Q: 3 clusters Score -4255308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4255306.500000 Penalty: 5296.919922
	Iteration 138Q: 3 clusters Score -4255306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4255306.500000 Penalty: 5296.919922
	Iteration 139Q: 3 clusters Score -4255306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4255304.500000 Penalty: 5296.919922
	Iteration 140F: 3 clusters Score -4255304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -278788.250000 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -278788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -275513.968750 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -275514 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -276202.906250 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -276202.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -276409.000000 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -276409 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -276580.437500 Penalty: 3975.602539
	Iteration 3F: 3 clusters Score -276580.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -276722.343750 Penalty: 3975.602539
	Iteration 4Q: 3 clusters Score -276722.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -276890.750000 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -276890.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -277097.843750 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -277097.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -277350.625000 Penalty: 3975.602539
	Iteration 7F: 3 clusters Score -277350.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -277690.093750 Penalty: 3975.602539
	Iteration 8F: 3 clusters Score -277690.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -278076.125000 Penalty: 3975.602539
	Iteration 9F: 3 clusters Score -278076.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -278400.500000 Penalty: 3975.602539
	Iteration 10F: 3 clusters Score -278400.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -278583.468750 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -278583.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -278681.593750 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -278681.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -278730.562500 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -278730.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -278756.750000 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -278756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -278764.562500 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -278764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -278766.687500 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -278766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -278770.125000 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -278770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -278770.062500 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -278770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -278770.531250 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -278770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -278772.468750 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -278772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Entering Unmasked Estep 
Score: -2316989.500000 Penalty: 2486.342041
	Iteration 0F: 2 clusters Score -2316990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2301262.250000 Penalty: 4972.684082
	Iteration 0F: 3 clusters Score -2301262 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2306579.750000 Penalty: 4972.684082
	Iteration 1F: 3 clusters Score -2306580 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2307049.250000 Penalty: 4972.684082
	Iteration 2F: 3 clusters Score -2307049 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2307574.750000 Penalty: 4972.684082
	Iteration 3F: 3 clusters Score -2307575 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2308194.500000 Penalty: 4972.684082
	Iteration 4F: 3 clusters Score -2308194 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2309031.250000 Penalty: 4972.684082
	Iteration 5F: 3 clusters Score -2309031 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2310079.500000 Penalty: 4972.684082
	Iteration 6F: 3 clusters Score -2310080 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2311156.500000 Penalty: 4972.684082
	Iteration 7F: 3 clusters Score -2311156 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2312023.750000 Penalty: 4972.684082
	Iteration 8F: 3 clusters Score -2312024 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2312560.500000 Penalty: 4972.684082
	Iteration 9F: 3 clusters Score -2312560 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2312874.500000 Penalty: 4972.684082
	Iteration 10Q: 3 clusters Score -2312874 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2313057.000000 Penalty: 4972.684082
	Iteration 11Q: 3 clusters Score -2313057 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2313174.750000 Penalty: 4972.684082
	Iteration 12Q: 3 clusters Score -2313175 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2313221.750000 Penalty: 4972.684082
	Iteration 13Q: 3 clusters Score -2313222 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2313271.000000 Penalty: 4972.684082
	Iteration 14Q: 3 clusters Score -2313271 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2313304.000000 Penalty: 4972.684082
	Iteration 15Q: 3 clusters Score -2313304 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2313323.250000 Penalty: 4972.684082
	Iteration 16Q: 3 clusters Score -2313323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2313344.250000 Penalty: 4972.684082
	Iteration 17Q: 3 clusters Score -2313344 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2313360.500000 Penalty: 4972.684082
	Iteration 18Q: 3 clusters Score -2313360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2313378.250000 Penalty: 4972.684082
	Iteration 19Q: 3 clusters Score -2313378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2313386.500000 Penalty: 4972.684082
	Iteration 20F: 3 clusters Score -2313386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2313400.250000 Penalty: 4972.684082
	Iteration 21Q: 3 clusters Score -2313400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2313420.750000 Penalty: 4972.684082
	Iteration 22Q: 3 clusters Score -2313421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2313427.000000 Penalty: 4972.684082
	Iteration 23Q: 3 clusters Score -2313427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2313453.750000 Penalty: 4972.684082
	Iteration 24Q: 3 clusters Score -2313454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2313479.000000 Penalty: 4972.684082
	Iteration 25Q: 3 clusters Score -2313479 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2313496.000000 Penalty: 4972.684082
	Iteration 26Q: 3 clusters Score -2313496 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2313509.000000 Penalty: 4972.684082
	Iteration 27Q: 3 clusters Score -2313509 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2313540.250000 Penalty: 4972.684082
	Iteration 28Q: 3 clusters Score -2313540 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2313559.500000 Penalty: 4972.684082
	Iteration 29Q: 3 clusters Score -2313560 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2313608.500000 Penalty: 4972.684082
	Iteration 30Q: 3 clusters Score -2313608 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2313662.250000 Penalty: 4972.684082
	Iteration 31Q: 3 clusters Score -2313662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2313717.750000 Penalty: 4972.684082
	Iteration 32Q: 3 clusters Score -2313718 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2313789.500000 Penalty: 4972.684082
	Iteration 33Q: 3 clusters Score -2313790 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2313851.250000 Penalty: 4972.684082
	Iteration 34Q: 3 clusters Score -2313851 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2313915.000000 Penalty: 4972.684082
	Iteration 35Q: 3 clusters Score -2313915 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2313993.250000 Penalty: 4972.684082
	Iteration 36Q: 3 clusters Score -2313993 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2314057.250000 Penalty: 4972.684082
	Iteration 37Q: 3 clusters Score -2314057 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2314140.250000 Penalty: 4972.684082
	Iteration 38Q: 3 clusters Score -2314140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2314244.000000 Penalty: 4972.684082
	Iteration 39Q: 3 clusters Score -2314244 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2314358.000000 Penalty: 4972.684082
	Iteration 40F: 3 clusters Score -2314358 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2314461.000000 Penalty: 4972.684082
	Iteration 41Q: 3 clusters Score -2314461 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2314553.250000 Penalty: 4972.684082
	Iteration 42Q: 3 clusters Score -2314553 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2314649.250000 Penalty: 4972.684082
	Iteration 43Q: 3 clusters Score -2314649 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2314748.000000 Penalty: 4972.684082
	Iteration 44Q: 3 clusters Score -2314748 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2314845.000000 Penalty: 4972.684082
	Iteration 45Q: 3 clusters Score -2314845 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2314952.750000 Penalty: 4972.684082
	Iteration 46Q: 3 clusters Score -2314953 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2315025.000000 Penalty: 4972.684082
	Iteration 47Q: 3 clusters Score -2315025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2315089.500000 Penalty: 4972.684082
	Iteration 48Q: 3 clusters Score -2315090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2315149.000000 Penalty: 4972.684082
	Iteration 49Q: 3 clusters Score -2315149 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2315206.000000 Penalty: 4972.684082
	Iteration 50Q: 3 clusters Score -2315206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2315238.750000 Penalty: 4972.684082
	Iteration 51Q: 3 clusters Score -2315239 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2315267.750000 Penalty: 4972.684082
	Iteration 52Q: 3 clusters Score -2315268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2315291.500000 Penalty: 4972.684082
	Iteration 53Q: 3 clusters Score -2315292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2315313.000000 Penalty: 4972.684082
	Iteration 54Q: 3 clusters Score -2315313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2315322.000000 Penalty: 4972.684082
	Iteration 55Q: 3 clusters Score -2315322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2315330.500000 Penalty: 4972.684082
	Iteration 56Q: 3 clusters Score -2315330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2315331.250000 Penalty: 4972.684082
	Iteration 57Q: 3 clusters Score -2315331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2315351.000000 Penalty: 4972.684082
	Iteration 58Q: 3 clusters Score -2315351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2315358.750000 Penalty: 4972.684082
	Iteration 59Q: 3 clusters Score -2315359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2315362.000000 Penalty: 4972.684082
	Iteration 60F: 3 clusters Score -2315362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2315369.250000 Penalty: 4972.684082
	Iteration 61Q: 3 clusters Score -2315369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2315384.750000 Penalty: 4972.684082
	Iteration 62Q: 3 clusters Score -2315385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2315392.250000 Penalty: 4972.684082
	Iteration 63Q: 3 clusters Score -2315392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2315408.500000 Penalty: 4972.684082
	Iteration 64Q: 3 clusters Score -2315408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2315409.000000 Penalty: 4972.684082
	Iteration 65Q: 3 clusters Score -2315409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2315418.250000 Penalty: 4972.684082
	Iteration 66Q: 3 clusters Score -2315418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2315418.000000 Penalty: 4972.684082
	Iteration 67Q: 3 clusters Score -2315418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2315427.500000 Penalty: 4972.684082
	Iteration 68Q: 3 clusters Score -2315428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2315429.250000 Penalty: 4972.684082
	Iteration 69Q: 3 clusters Score -2315429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2315428.750000 Penalty: 4972.684082
	Iteration 70Q: 3 clusters Score -2315429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2315427.750000 Penalty: 4972.684082
	Iteration 71Q: 3 clusters Score -2315428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2315432.000000 Penalty: 4972.684082
	Iteration 72Q: 3 clusters Score -2315432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2315430.250000 Penalty: 4972.684082
	Iteration 73Q: 3 clusters Score -2315430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2315434.250000 Penalty: 4972.684082
	Iteration 74Q: 3 clusters Score -2315434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2315438.000000 Penalty: 4972.684082
	Iteration 75Q: 3 clusters Score -2315438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2315435.250000 Penalty: 4972.684082
	Iteration 76Q: 3 clusters Score -2315435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2315436.500000 Penalty: 4972.684082
	Iteration 77Q: 3 clusters Score -2315436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2315436.000000 Penalty: 4972.684082
	Iteration 78Q: 3 clusters Score -2315436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2315437.500000 Penalty: 4972.684082
	Iteration 79Q: 3 clusters Score -2315438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2315439.500000 Penalty: 4972.684082
	Iteration 80F: 3 clusters Score -2315440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2315440.000000 Penalty: 4972.684082
	Iteration 81Q: 3 clusters Score -2315440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2315438.750000 Penalty: 4972.684082
	Iteration 82Q: 3 clusters Score -2315439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2315442.750000 Penalty: 4972.684082
	Iteration 83Q: 3 clusters Score -2315443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2315443.750000 Penalty: 4972.684082
	Iteration 84Q: 3 clusters Score -2315444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2315442.000000 Penalty: 4972.684082
	Iteration 85Q: 3 clusters Score -2315442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2315443.750000 Penalty: 4972.684082
	Iteration 86Q: 3 clusters Score -2315444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2315448.500000 Penalty: 4972.684082
	Iteration 87Q: 3 clusters Score -2315448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2315449.750000 Penalty: 4972.684082
	Iteration 88Q: 3 clusters Score -2315450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2315449.500000 Penalty: 4972.684082
	Iteration 89Q: 3 clusters Score -2315450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2315449.500000 Penalty: 4972.684082
	Iteration 90Q: 3 clusters Score -2315450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2315449.250000 Penalty: 4972.684082
	Iteration 91Q: 3 clusters Score -2315449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2315450.500000 Penalty: 4972.684082
	Iteration 92Q: 3 clusters Score -2315450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2315450.500000 Penalty: 4972.684082
	Iteration 93F: 3 clusters Score -2315450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Entering Unmasked Estep 
Score: -9468590.000000 Penalty: 2848.598145
	Iteration 0F: 2 clusters Score -9468590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -9403726.000000 Penalty: 5697.196289
	Iteration 0F: 3 clusters Score -9403726 nChanged 45828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -9429742.000000 Penalty: 5697.196289
	Iteration 1F: 3 clusters Score -9429742 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -9430799.000000 Penalty: 5697.196289
	Iteration 2Q: 3 clusters Score -9430799 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -9432190.000000 Penalty: 5697.196289
	Iteration 3Q: 3 clusters Score -9432190 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -9434290.000000 Penalty: 5697.196289
	Iteration 4Q: 3 clusters Score -9434290 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -9437166.000000 Penalty: 5697.196289
	Iteration 5F: 3 clusters Score -9437166 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -9441099.000000 Penalty: 5697.196289
	Iteration 6F: 3 clusters Score -9441099 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -9445233.000000 Penalty: 5697.196289
	Iteration 7F: 3 clusters Score -9445233 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -9449049.000000 Penalty: 5697.196289
	Iteration 8F: 3 clusters Score -9449049 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -9452399.000000 Penalty: 5697.196289
	Iteration 9F: 3 clusters Score -9452399 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -9455082.000000 Penalty: 5697.196289
	Iteration 10Q: 3 clusters Score -9455082 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -9457338.000000 Penalty: 5697.196289
	Iteration 11Q: 3 clusters Score -9457338 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -9459125.000000 Penalty: 5697.196289
	Iteration 12Q: 3 clusters Score -9459125 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -9460594.000000 Penalty: 5697.196289
	Iteration 13Q: 3 clusters Score -9460594 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -9461630.000000 Penalty: 5697.196289
	Iteration 14Q: 3 clusters Score -9461630 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -9462466.000000 Penalty: 5697.196289
	Iteration 15Q: 3 clusters Score -9462466 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -9463091.000000 Penalty: 5697.196289
	Iteration 16Q: 3 clusters Score -9463091 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -9463585.000000 Penalty: 5697.196289
	Iteration 17Q: 3 clusters Score -9463585 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -9463973.000000 Penalty: 5697.196289
	Iteration 18Q: 3 clusters Score -9463973 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -9464324.000000 Penalty: 5697.196289
	Iteration 19Q: 3 clusters Score -9464324 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -9464671.000000 Penalty: 5697.196289
	Iteration 20F: 3 clusters Score -9464671 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -9464969.000000 Penalty: 5697.196289
	Iteration 21Q: 3 clusters Score -9464969 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -9465282.000000 Penalty: 5697.196289
	Iteration 22Q: 3 clusters Score -9465282 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -9465455.000000 Penalty: 5697.196289
	Iteration 23Q: 3 clusters Score -9465455 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -9465622.000000 Penalty: 5697.196289
	Iteration 24Q: 3 clusters Score -9465622 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -9465777.000000 Penalty: 5697.196289
	Iteration 25Q: 3 clusters Score -9465777 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -9465862.000000 Penalty: 5697.196289
	Iteration 26Q: 3 clusters Score -9465862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -9465945.000000 Penalty: 5697.196289
	Iteration 27Q: 3 clusters Score -9465945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -9466001.000000 Penalty: 5697.196289
	Iteration 28Q: 3 clusters Score -9466001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -9466031.000000 Penalty: 5697.196289
	Iteration 29Q: 3 clusters Score -9466031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -9466052.000000 Penalty: 5697.196289
	Iteration 30Q: 3 clusters Score -9466052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -9466076.000000 Penalty: 5697.196289
	Iteration 31Q: 3 clusters Score -9466076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -9466108.000000 Penalty: 5697.196289
	Iteration 32Q: 3 clusters Score -9466108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -9466147.000000 Penalty: 5697.196289
	Iteration 33Q: 3 clusters Score -9466147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -9466167.000000 Penalty: 5697.196289
	Iteration 34Q: 3 clusters Score -9466167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -9466178.000000 Penalty: 5697.196289
	Iteration 35Q: 3 clusters Score -9466178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -9466192.000000 Penalty: 5697.196289
	Iteration 36Q: 3 clusters Score -9466192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -9466199.000000 Penalty: 5697.196289
	Iteration 37Q: 3 clusters Score -9466199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -9466237.000000 Penalty: 5697.196289
	Iteration 38Q: 3 clusters Score -9466237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -9466227.000000 Penalty: 5697.196289
	Iteration 39Q: 3 clusters Score -9466227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -9466229.000000 Penalty: 5697.196289
	Iteration 40F: 3 clusters Score -9466229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 96494 members 
Entering Unmasked Estep 
Score: -9466235.000000 Penalty: 5697.196289
	Iteration 41Q: 3 clusters Score -9466235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -9466237.000000 Penalty: 5697.196289
	Iteration 42Q: 3 clusters Score -9466237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -9466233.000000 Penalty: 5697.196289
	Iteration 43Q: 3 clusters Score -9466233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -9466228.000000 Penalty: 5697.196289
	Iteration 44Q: 3 clusters Score -9466228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -9466230.000000 Penalty: 5697.196289
	Iteration 45Q: 3 clusters Score -9466230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -9466235.000000 Penalty: 5697.196289
	Iteration 46Q: 3 clusters Score -9466235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -9466230.000000 Penalty: 5697.196289
	Iteration 47Q: 3 clusters Score -9466230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -9466232.000000 Penalty: 5697.196289
	Iteration 48Q: 3 clusters Score -9466232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -9466235.000000 Penalty: 5697.196289
	Iteration 49Q: 3 clusters Score -9466235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -9466230.000000 Penalty: 5697.196289
	Iteration 50Q: 3 clusters Score -9466230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -9466230.000000 Penalty: 5697.196289
	Iteration 51Q: 3 clusters Score -9466230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -9466229.000000 Penalty: 5697.196289
	Iteration 52Q: 3 clusters Score -9466229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -9466229.000000 Penalty: 5697.196289
	Iteration 53F: 3 clusters Score -9466229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Entering Unmasked Estep 
Score: -1813895.125000 Penalty: 2444.710938
	Iteration 0F: 2 clusters Score -1813895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1800500.250000 Penalty: 4889.421875
	Iteration 0F: 3 clusters Score -1800500 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1805241.000000 Penalty: 4889.421875
	Iteration 1F: 3 clusters Score -1805241 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1805928.750000 Penalty: 4889.421875
	Iteration 2F: 3 clusters Score -1805929 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1806577.000000 Penalty: 4889.421875
	Iteration 3F: 3 clusters Score -1806577 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1807132.000000 Penalty: 4889.421875
	Iteration 4F: 3 clusters Score -1807132 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1807651.750000 Penalty: 4889.421875
	Iteration 5F: 3 clusters Score -1807652 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1808175.625000 Penalty: 4889.421875
	Iteration 6Q: 3 clusters Score -1808176 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1808637.125000 Penalty: 4889.421875
	Iteration 7Q: 3 clusters Score -1808637 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1809042.875000 Penalty: 4889.421875
	Iteration 8Q: 3 clusters Score -1809043 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1809402.125000 Penalty: 4889.421875
	Iteration 9Q: 3 clusters Score -1809402 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1809698.000000 Penalty: 4889.421875
	Iteration 10Q: 3 clusters Score -1809698 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1809951.875000 Penalty: 4889.421875
	Iteration 11Q: 3 clusters Score -1809952 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1810123.750000 Penalty: 4889.421875
	Iteration 12Q: 3 clusters Score -1810124 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1810244.875000 Penalty: 4889.421875
	Iteration 13Q: 3 clusters Score -1810245 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1810327.125000 Penalty: 4889.421875
	Iteration 14Q: 3 clusters Score -1810327 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1810360.500000 Penalty: 4889.421875
	Iteration 15Q: 3 clusters Score -1810360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1810412.750000 Penalty: 4889.421875
	Iteration 16Q: 3 clusters Score -1810413 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1810448.375000 Penalty: 4889.421875
	Iteration 17Q: 3 clusters Score -1810448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1810492.250000 Penalty: 4889.421875
	Iteration 18Q: 3 clusters Score -1810492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1810536.125000 Penalty: 4889.421875
	Iteration 19Q: 3 clusters Score -1810536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1810562.375000 Penalty: 4889.421875
	Iteration 20F: 3 clusters Score -1810562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1810601.500000 Penalty: 4889.421875
	Iteration 21Q: 3 clusters Score -1810602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1810643.500000 Penalty: 4889.421875
	Iteration 22Q: 3 clusters Score -1810644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1810702.875000 Penalty: 4889.421875
	Iteration 23Q: 3 clusters Score -1810703 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1810801.125000 Penalty: 4889.421875
	Iteration 24Q: 3 clusters Score -1810801 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1810901.125000 Penalty: 4889.421875
	Iteration 25Q: 3 clusters Score -1810901 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1811018.375000 Penalty: 4889.421875
	Iteration 26Q: 3 clusters Score -1811018 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1811126.375000 Penalty: 4889.421875
	Iteration 27Q: 3 clusters Score -1811126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1811255.750000 Penalty: 4889.421875
	Iteration 28Q: 3 clusters Score -1811256 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1811386.750000 Penalty: 4889.421875
	Iteration 29Q: 3 clusters Score -1811387 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1811466.875000 Penalty: 4889.421875
	Iteration 30Q: 3 clusters Score -1811467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1811516.125000 Penalty: 4889.421875
	Iteration 31Q: 3 clusters Score -1811516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1811535.500000 Penalty: 4889.421875
	Iteration 32Q: 3 clusters Score -1811536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1811568.125000 Penalty: 4889.421875
	Iteration 33Q: 3 clusters Score -1811568 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1811586.750000 Penalty: 4889.421875
	Iteration 34Q: 3 clusters Score -1811587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1811597.125000 Penalty: 4889.421875
	Iteration 35Q: 3 clusters Score -1811597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1811599.375000 Penalty: 4889.421875
	Iteration 36Q: 3 clusters Score -1811599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1811606.625000 Penalty: 4889.421875
	Iteration 37Q: 3 clusters Score -1811607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1811615.625000 Penalty: 4889.421875
	Iteration 38Q: 3 clusters Score -1811616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1811620.125000 Penalty: 4889.421875
	Iteration 39Q: 3 clusters Score -1811620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1811620.750000 Penalty: 4889.421875
	Iteration 40F: 3 clusters Score -1811621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1811619.750000 Penalty: 4889.421875
	Iteration 41Q: 3 clusters Score -1811620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1811616.250000 Penalty: 4889.421875
	Iteration 42Q: 3 clusters Score -1811616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1811625.000000 Penalty: 4889.421875
	Iteration 43Q: 3 clusters Score -1811625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1811629.625000 Penalty: 4889.421875
	Iteration 44Q: 3 clusters Score -1811630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1811629.125000 Penalty: 4889.421875
	Iteration 45Q: 3 clusters Score -1811629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1811632.500000 Penalty: 4889.421875
	Iteration 46Q: 3 clusters Score -1811632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1811634.500000 Penalty: 4889.421875
	Iteration 47Q: 3 clusters Score -1811634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1811636.375000 Penalty: 4889.421875
	Iteration 48Q: 3 clusters Score -1811636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1811639.000000 Penalty: 4889.421875
	Iteration 49Q: 3 clusters Score -1811639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1811641.250000 Penalty: 4889.421875
	Iteration 50Q: 3 clusters Score -1811641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1811644.750000 Penalty: 4889.421875
	Iteration 51Q: 3 clusters Score -1811645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1811645.125000 Penalty: 4889.421875
	Iteration 52Q: 3 clusters Score -1811645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1811643.750000 Penalty: 4889.421875
	Iteration 53Q: 3 clusters Score -1811644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1811647.625000 Penalty: 4889.421875
	Iteration 54Q: 3 clusters Score -1811648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1811644.375000 Penalty: 4889.421875
	Iteration 55Q: 3 clusters Score -1811644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1811643.500000 Penalty: 4889.421875
	Iteration 56Q: 3 clusters Score -1811644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1811645.250000 Penalty: 4889.421875
	Iteration 57Q: 3 clusters Score -1811645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1811648.750000 Penalty: 4889.421875
	Iteration 58Q: 3 clusters Score -1811649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1811654.250000 Penalty: 4889.421875
	Iteration 59Q: 3 clusters Score -1811654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1811654.000000 Penalty: 4889.421875
	Iteration 60F: 3 clusters Score -1811654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1811654.625000 Penalty: 4889.421875
	Iteration 61Q: 3 clusters Score -1811655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1811657.125000 Penalty: 4889.421875
	Iteration 62Q: 3 clusters Score -1811657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1811661.000000 Penalty: 4889.421875
	Iteration 63Q: 3 clusters Score -1811661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1811657.750000 Penalty: 4889.421875
	Iteration 64Q: 3 clusters Score -1811658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1811658.500000 Penalty: 4889.421875
	Iteration 65Q: 3 clusters Score -1811658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1811660.125000 Penalty: 4889.421875
	Iteration 66Q: 3 clusters Score -1811660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1811655.000000 Penalty: 4889.421875
	Iteration 67Q: 3 clusters Score -1811655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1811658.625000 Penalty: 4889.421875
	Iteration 68Q: 3 clusters Score -1811659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1811659.250000 Penalty: 4889.421875
	Iteration 69Q: 3 clusters Score -1811659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1811659.875000 Penalty: 4889.421875
	Iteration 70Q: 3 clusters Score -1811660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1811662.875000 Penalty: 4889.421875
	Iteration 71Q: 3 clusters Score -1811663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1811661.500000 Penalty: 4889.421875
	Iteration 72Q: 3 clusters Score -1811662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1811661.500000 Penalty: 4889.421875
	Iteration 73F: 3 clusters Score -1811662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Entering Unmasked Estep 
Score: -1309180.125000 Penalty: 2351.660645
	Iteration 0F: 2 clusters Score -1309180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1299504.000000 Penalty: 4703.321289
	Iteration 0F: 3 clusters Score -1299504 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1302486.375000 Penalty: 4703.321289
	Iteration 1F: 3 clusters Score -1302486 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1302832.125000 Penalty: 4703.321289
	Iteration 2F: 3 clusters Score -1302832 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1303127.250000 Penalty: 4703.321289
	Iteration 3F: 3 clusters Score -1303127 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1303394.375000 Penalty: 4703.321289
	Iteration 4Q: 3 clusters Score -1303394 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1303642.250000 Penalty: 4703.321289
	Iteration 5Q: 3 clusters Score -1303642 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1303956.625000 Penalty: 4703.321289
	Iteration 6Q: 3 clusters Score -1303957 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1304331.875000 Penalty: 4703.321289
	Iteration 7Q: 3 clusters Score -1304332 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1304759.625000 Penalty: 4703.321289
	Iteration 8Q: 3 clusters Score -1304760 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1305214.000000 Penalty: 4703.321289
	Iteration 9Q: 3 clusters Score -1305214 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1305661.750000 Penalty: 4703.321289
	Iteration 10Q: 3 clusters Score -1305662 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1306007.375000 Penalty: 4703.321289
	Iteration 11Q: 3 clusters Score -1306007 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1306284.000000 Penalty: 4703.321289
	Iteration 12Q: 3 clusters Score -1306284 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1306487.750000 Penalty: 4703.321289
	Iteration 13Q: 3 clusters Score -1306488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1306637.000000 Penalty: 4703.321289
	Iteration 14Q: 3 clusters Score -1306637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1306754.875000 Penalty: 4703.321289
	Iteration 15Q: 3 clusters Score -1306755 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1306844.500000 Penalty: 4703.321289
	Iteration 16Q: 3 clusters Score -1306844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1306922.125000 Penalty: 4703.321289
	Iteration 17Q: 3 clusters Score -1306922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1306987.125000 Penalty: 4703.321289
	Iteration 18Q: 3 clusters Score -1306987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1307034.875000 Penalty: 4703.321289
	Iteration 19Q: 3 clusters Score -1307035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1307085.125000 Penalty: 4703.321289
	Iteration 20F: 3 clusters Score -1307085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1307124.250000 Penalty: 4703.321289
	Iteration 21Q: 3 clusters Score -1307124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1307149.625000 Penalty: 4703.321289
	Iteration 22Q: 3 clusters Score -1307150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1307171.750000 Penalty: 4703.321289
	Iteration 23Q: 3 clusters Score -1307172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1307188.125000 Penalty: 4703.321289
	Iteration 24Q: 3 clusters Score -1307188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1307199.875000 Penalty: 4703.321289
	Iteration 25Q: 3 clusters Score -1307200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1307213.000000 Penalty: 4703.321289
	Iteration 26Q: 3 clusters Score -1307213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1307222.250000 Penalty: 4703.321289
	Iteration 27Q: 3 clusters Score -1307222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1307226.000000 Penalty: 4703.321289
	Iteration 28Q: 3 clusters Score -1307226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1307230.875000 Penalty: 4703.321289
	Iteration 29Q: 3 clusters Score -1307231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1307233.000000 Penalty: 4703.321289
	Iteration 30Q: 3 clusters Score -1307233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1307233.000000 Penalty: 4703.321289
	Iteration 31F: 3 clusters Score -1307233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Entering Unmasked Estep 
Score: -1312544.500000 Penalty: 2381.742676
	Iteration 0F: 2 clusters Score -1312544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1301960.875000 Penalty: 4763.485352
	Iteration 0F: 3 clusters Score -1301961 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1305462.000000 Penalty: 4763.485352
	Iteration 1F: 3 clusters Score -1305462 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1306065.375000 Penalty: 4763.485352
	Iteration 2F: 3 clusters Score -1306065 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1306718.250000 Penalty: 4763.485352
	Iteration 3F: 3 clusters Score -1306718 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1307356.500000 Penalty: 4763.485352
	Iteration 4F: 3 clusters Score -1307356 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1307958.375000 Penalty: 4763.485352
	Iteration 5F: 3 clusters Score -1307958 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1308470.875000 Penalty: 4763.485352
	Iteration 6F: 3 clusters Score -1308471 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1308915.750000 Penalty: 4763.485352
	Iteration 7Q: 3 clusters Score -1308916 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1309357.250000 Penalty: 4763.485352
	Iteration 8Q: 3 clusters Score -1309357 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1309839.125000 Penalty: 4763.485352
	Iteration 9Q: 3 clusters Score -1309839 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1310234.750000 Penalty: 4763.485352
	Iteration 10Q: 3 clusters Score -1310235 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1310461.250000 Penalty: 4763.485352
	Iteration 11Q: 3 clusters Score -1310461 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1310601.875000 Penalty: 4763.485352
	Iteration 12Q: 3 clusters Score -1310602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1310690.250000 Penalty: 4763.485352
	Iteration 13Q: 3 clusters Score -1310690 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1310751.000000 Penalty: 4763.485352
	Iteration 14Q: 3 clusters Score -1310751 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1310808.375000 Penalty: 4763.485352
	Iteration 15Q: 3 clusters Score -1310808 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1310852.125000 Penalty: 4763.485352
	Iteration 16Q: 3 clusters Score -1310852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1310876.750000 Penalty: 4763.485352
	Iteration 17Q: 3 clusters Score -1310877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1310903.750000 Penalty: 4763.485352
	Iteration 18Q: 3 clusters Score -1310904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1310932.375000 Penalty: 4763.485352
	Iteration 19Q: 3 clusters Score -1310932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1310957.625000 Penalty: 4763.485352
	Iteration 20F: 3 clusters Score -1310958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1310971.375000 Penalty: 4763.485352
	Iteration 21Q: 3 clusters Score -1310971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1310991.625000 Penalty: 4763.485352
	Iteration 22Q: 3 clusters Score -1310992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1311000.125000 Penalty: 4763.485352
	Iteration 23Q: 3 clusters Score -1311000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1311012.000000 Penalty: 4763.485352
	Iteration 24Q: 3 clusters Score -1311012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1311021.125000 Penalty: 4763.485352
	Iteration 25Q: 3 clusters Score -1311021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1311032.375000 Penalty: 4763.485352
	Iteration 26Q: 3 clusters Score -1311032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1311048.875000 Penalty: 4763.485352
	Iteration 27Q: 3 clusters Score -1311049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1311057.125000 Penalty: 4763.485352
	Iteration 28Q: 3 clusters Score -1311057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1311061.125000 Penalty: 4763.485352
	Iteration 29Q: 3 clusters Score -1311061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1311069.125000 Penalty: 4763.485352
	Iteration 30Q: 3 clusters Score -1311069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1311076.750000 Penalty: 4763.485352
	Iteration 31Q: 3 clusters Score -1311077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1311087.000000 Penalty: 4763.485352
	Iteration 32Q: 3 clusters Score -1311087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1311093.875000 Penalty: 4763.485352
	Iteration 33Q: 3 clusters Score -1311094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1311100.500000 Penalty: 4763.485352
	Iteration 34Q: 3 clusters Score -1311100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1311107.875000 Penalty: 4763.485352
	Iteration 35Q: 3 clusters Score -1311108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1311110.500000 Penalty: 4763.485352
	Iteration 36Q: 3 clusters Score -1311110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1311112.125000 Penalty: 4763.485352
	Iteration 37Q: 3 clusters Score -1311112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1311116.750000 Penalty: 4763.485352
	Iteration 38Q: 3 clusters Score -1311117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1311120.125000 Penalty: 4763.485352
	Iteration 39Q: 3 clusters Score -1311120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1311121.125000 Penalty: 4763.485352
	Iteration 40F: 3 clusters Score -1311121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1311118.750000 Penalty: 4763.485352
	Iteration 41Q: 3 clusters Score -1311119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1311120.625000 Penalty: 4763.485352
	Iteration 42Q: 3 clusters Score -1311121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1311120.000000 Penalty: 4763.485352
	Iteration 43Q: 3 clusters Score -1311120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1311120.250000 Penalty: 4763.485352
	Iteration 44Q: 3 clusters Score -1311120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1311123.000000 Penalty: 4763.485352
	Iteration 45Q: 3 clusters Score -1311123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1311123.000000 Penalty: 4763.485352
	Iteration 46F: 3 clusters Score -1311123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Entering Unmasked Estep 
Score: -1437098.250000 Penalty: 2374.199463
	Iteration 0F: 2 clusters Score -1437098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1426577.875000 Penalty: 4748.398926
	Iteration 0F: 3 clusters Score -1426578 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1429863.500000 Penalty: 4748.398926
	Iteration 1F: 3 clusters Score -1429864 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1430263.375000 Penalty: 4748.398926
	Iteration 2F: 3 clusters Score -1430263 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1430632.750000 Penalty: 4748.398926
	Iteration 3F: 3 clusters Score -1430633 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1431044.125000 Penalty: 4748.398926
	Iteration 4F: 3 clusters Score -1431044 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1431442.375000 Penalty: 4748.398926
	Iteration 5F: 3 clusters Score -1431442 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1431843.250000 Penalty: 4748.398926
	Iteration 6F: 3 clusters Score -1431843 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1432258.250000 Penalty: 4748.398926
	Iteration 7Q: 3 clusters Score -1432258 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1432648.375000 Penalty: 4748.398926
	Iteration 8Q: 3 clusters Score -1432648 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1432992.500000 Penalty: 4748.398926
	Iteration 9Q: 3 clusters Score -1432992 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1433362.625000 Penalty: 4748.398926
	Iteration 10Q: 3 clusters Score -1433363 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1433671.250000 Penalty: 4748.398926
	Iteration 11Q: 3 clusters Score -1433671 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1433907.625000 Penalty: 4748.398926
	Iteration 12Q: 3 clusters Score -1433908 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1434134.875000 Penalty: 4748.398926
	Iteration 13Q: 3 clusters Score -1434135 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1434310.125000 Penalty: 4748.398926
	Iteration 14Q: 3 clusters Score -1434310 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1434426.625000 Penalty: 4748.398926
	Iteration 15Q: 3 clusters Score -1434427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1434515.375000 Penalty: 4748.398926
	Iteration 16Q: 3 clusters Score -1434515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1434575.375000 Penalty: 4748.398926
	Iteration 17Q: 3 clusters Score -1434575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1434640.000000 Penalty: 4748.398926
	Iteration 18Q: 3 clusters Score -1434640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1434687.250000 Penalty: 4748.398926
	Iteration 19Q: 3 clusters Score -1434687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1434728.375000 Penalty: 4748.398926
	Iteration 20F: 3 clusters Score -1434728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1434764.000000 Penalty: 4748.398926
	Iteration 21Q: 3 clusters Score -1434764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1434799.250000 Penalty: 4748.398926
	Iteration 22Q: 3 clusters Score -1434799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1434829.500000 Penalty: 4748.398926
	Iteration 23Q: 3 clusters Score -1434830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1434862.375000 Penalty: 4748.398926
	Iteration 24Q: 3 clusters Score -1434862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1434884.875000 Penalty: 4748.398926
	Iteration 25Q: 3 clusters Score -1434885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1434900.125000 Penalty: 4748.398926
	Iteration 26Q: 3 clusters Score -1434900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1434908.875000 Penalty: 4748.398926
	Iteration 27Q: 3 clusters Score -1434909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1434918.125000 Penalty: 4748.398926
	Iteration 28Q: 3 clusters Score -1434918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1434926.500000 Penalty: 4748.398926
	Iteration 29Q: 3 clusters Score -1434926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1434935.250000 Penalty: 4748.398926
	Iteration 30Q: 3 clusters Score -1434935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1434941.500000 Penalty: 4748.398926
	Iteration 31Q: 3 clusters Score -1434942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1434946.625000 Penalty: 4748.398926
	Iteration 32Q: 3 clusters Score -1434947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1434947.750000 Penalty: 4748.398926
	Iteration 33Q: 3 clusters Score -1434948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1434955.000000 Penalty: 4748.398926
	Iteration 34Q: 3 clusters Score -1434955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1434959.125000 Penalty: 4748.398926
	Iteration 35Q: 3 clusters Score -1434959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1434964.000000 Penalty: 4748.398926
	Iteration 36Q: 3 clusters Score -1434964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1434966.750000 Penalty: 4748.398926
	Iteration 37Q: 3 clusters Score -1434967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1434969.125000 Penalty: 4748.398926
	Iteration 38Q: 3 clusters Score -1434969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1434975.750000 Penalty: 4748.398926
	Iteration 39Q: 3 clusters Score -1434976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1434980.625000 Penalty: 4748.398926
	Iteration 40F: 3 clusters Score -1434981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1434981.750000 Penalty: 4748.398926
	Iteration 41Q: 3 clusters Score -1434982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1434983.500000 Penalty: 4748.398926
	Iteration 42Q: 3 clusters Score -1434984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1434984.250000 Penalty: 4748.398926
	Iteration 43Q: 3 clusters Score -1434984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1434989.000000 Penalty: 4748.398926
	Iteration 44Q: 3 clusters Score -1434989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1434995.125000 Penalty: 4748.398926
	Iteration 45Q: 3 clusters Score -1434995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1435001.250000 Penalty: 4748.398926
	Iteration 46Q: 3 clusters Score -1435001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1435003.750000 Penalty: 4748.398926
	Iteration 47Q: 3 clusters Score -1435004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1435004.750000 Penalty: 4748.398926
	Iteration 48Q: 3 clusters Score -1435005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1435005.375000 Penalty: 4748.398926
	Iteration 49Q: 3 clusters Score -1435005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1435007.750000 Penalty: 4748.398926
	Iteration 50Q: 3 clusters Score -1435008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1435010.125000 Penalty: 4748.398926
	Iteration 51Q: 3 clusters Score -1435010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1435014.250000 Penalty: 4748.398926
	Iteration 52Q: 3 clusters Score -1435014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1435016.750000 Penalty: 4748.398926
	Iteration 53Q: 3 clusters Score -1435017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1435020.125000 Penalty: 4748.398926
	Iteration 54Q: 3 clusters Score -1435020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1435029.625000 Penalty: 4748.398926
	Iteration 55Q: 3 clusters Score -1435030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1435042.250000 Penalty: 4748.398926
	Iteration 56Q: 3 clusters Score -1435042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1435049.625000 Penalty: 4748.398926
	Iteration 57Q: 3 clusters Score -1435050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1435050.625000 Penalty: 4748.398926
	Iteration 58Q: 3 clusters Score -1435051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1435051.000000 Penalty: 4748.398926
	Iteration 59Q: 3 clusters Score -1435051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1435051.000000 Penalty: 4748.398926
	Iteration 60F: 3 clusters Score -1435051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Entering Unmasked Estep 
Score: -1509246.500000 Penalty: 2411.671143
	Iteration 0F: 2 clusters Score -1509246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1497128.875000 Penalty: 4823.342285
	Iteration 0F: 3 clusters Score -1497129 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1501684.125000 Penalty: 4823.342285
	Iteration 1F: 3 clusters Score -1501684 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1503153.625000 Penalty: 4823.342285
	Iteration 2F: 3 clusters Score -1503154 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1504723.875000 Penalty: 4823.342285
	Iteration 3F: 3 clusters Score -1504724 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1506173.250000 Penalty: 4823.342285
	Iteration 4F: 3 clusters Score -1506173 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1507514.500000 Penalty: 4823.342285
	Iteration 5F: 3 clusters Score -1507514 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1508562.625000 Penalty: 4823.342285
	Iteration 6F: 3 clusters Score -1508563 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1509294.625000 Penalty: 4823.342285
	Iteration 7Q: 3 clusters Score -1509295 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1509821.125000 Penalty: 4823.342285
	Iteration 8Q: 3 clusters Score -1509821 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1510117.125000 Penalty: 4823.342285
	Iteration 9Q: 3 clusters Score -1510117 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1510267.250000 Penalty: 4823.342285
	Iteration 10Q: 3 clusters Score -1510267 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1510363.875000 Penalty: 4823.342285
	Iteration 11Q: 3 clusters Score -1510364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1510414.000000 Penalty: 4823.342285
	Iteration 12Q: 3 clusters Score -1510414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1510451.375000 Penalty: 4823.342285
	Iteration 13Q: 3 clusters Score -1510451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1510477.125000 Penalty: 4823.342285
	Iteration 14Q: 3 clusters Score -1510477 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1510496.375000 Penalty: 4823.342285
	Iteration 15Q: 3 clusters Score -1510496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1510512.250000 Penalty: 4823.342285
	Iteration 16Q: 3 clusters Score -1510512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1510524.250000 Penalty: 4823.342285
	Iteration 17Q: 3 clusters Score -1510524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1510537.625000 Penalty: 4823.342285
	Iteration 18Q: 3 clusters Score -1510538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1510546.375000 Penalty: 4823.342285
	Iteration 19Q: 3 clusters Score -1510546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1510550.000000 Penalty: 4823.342285
	Iteration 20F: 3 clusters Score -1510550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1510557.750000 Penalty: 4823.342285
	Iteration 21Q: 3 clusters Score -1510558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1510560.875000 Penalty: 4823.342285
	Iteration 22Q: 3 clusters Score -1510561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1510564.750000 Penalty: 4823.342285
	Iteration 23Q: 3 clusters Score -1510565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1510569.625000 Penalty: 4823.342285
	Iteration 24Q: 3 clusters Score -1510570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1510571.125000 Penalty: 4823.342285
	Iteration 25Q: 3 clusters Score -1510571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1510571.250000 Penalty: 4823.342285
	Iteration 26Q: 3 clusters Score -1510571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1510568.250000 Penalty: 4823.342285
	Iteration 27Q: 3 clusters Score -1510568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1510567.000000 Penalty: 4823.342285
	Iteration 28Q: 3 clusters Score -1510567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1510567.750000 Penalty: 4823.342285
	Iteration 29Q: 3 clusters Score -1510568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1510571.250000 Penalty: 4823.342285
	Iteration 30Q: 3 clusters Score -1510571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1510573.375000 Penalty: 4823.342285
	Iteration 31Q: 3 clusters Score -1510573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1510572.250000 Penalty: 4823.342285
	Iteration 32Q: 3 clusters Score -1510572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1510570.750000 Penalty: 4823.342285
	Iteration 33Q: 3 clusters Score -1510571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1510572.375000 Penalty: 4823.342285
	Iteration 34Q: 3 clusters Score -1510572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1510575.000000 Penalty: 4823.342285
	Iteration 35Q: 3 clusters Score -1510575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1510575.000000 Penalty: 4823.342285
	Iteration 36F: 3 clusters Score -1510575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 3846 members 
Mstep: Class 40 contains 6575 members 
Mstep: Class 41 contains 13368 members 
Entering Unmasked Estep 
Score: -58920228.000000 Penalty: 135718.187500
Splitting cluster 22 changes total score from -58910100.000000 to -58920228.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (23837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Entering Unmasked Estep 
Score: -2338630.500000 Penalty: 2499.590820
	Iteration 0F: 2 clusters Score -2338630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2322131.750000 Penalty: 4999.181641
	Iteration 0F: 3 clusters Score -2322132 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2327984.250000 Penalty: 4999.181641
	Iteration 1F: 3 clusters Score -2327984 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2328645.000000 Penalty: 4999.181641
	Iteration 2F: 3 clusters Score -2328645 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2329415.250000 Penalty: 4999.181641
	Iteration 3F: 3 clusters Score -2329415 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2330270.250000 Penalty: 4999.181641
	Iteration 4F: 3 clusters Score -2330270 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2331082.250000 Penalty: 4999.181641
	Iteration 5F: 3 clusters Score -2331082 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2331794.250000 Penalty: 4999.181641
	Iteration 6F: 3 clusters Score -2331794 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2332443.250000 Penalty: 4999.181641
	Iteration 7Q: 3 clusters Score -2332443 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2333015.250000 Penalty: 4999.181641
	Iteration 8Q: 3 clusters Score -2333015 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2333526.500000 Penalty: 4999.181641
	Iteration 9Q: 3 clusters Score -2333526 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2333962.500000 Penalty: 4999.181641
	Iteration 10Q: 3 clusters Score -2333962 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2334404.000000 Penalty: 4999.181641
	Iteration 11Q: 3 clusters Score -2334404 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2334753.000000 Penalty: 4999.181641
	Iteration 12Q: 3 clusters Score -2334753 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2335075.750000 Penalty: 4999.181641
	Iteration 13Q: 3 clusters Score -2335076 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2335357.500000 Penalty: 4999.181641
	Iteration 14Q: 3 clusters Score -2335358 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2335625.000000 Penalty: 4999.181641
	Iteration 15Q: 3 clusters Score -2335625 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2335817.250000 Penalty: 4999.181641
	Iteration 16Q: 3 clusters Score -2335817 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2335964.500000 Penalty: 4999.181641
	Iteration 17Q: 3 clusters Score -2335964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2336067.000000 Penalty: 4999.181641
	Iteration 18Q: 3 clusters Score -2336067 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2336147.500000 Penalty: 4999.181641
	Iteration 19Q: 3 clusters Score -2336148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2336222.000000 Penalty: 4999.181641
	Iteration 20F: 3 clusters Score -2336222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2336280.250000 Penalty: 4999.181641
	Iteration 21Q: 3 clusters Score -2336280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2336333.500000 Penalty: 4999.181641
	Iteration 22Q: 3 clusters Score -2336334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2336388.250000 Penalty: 4999.181641
	Iteration 23Q: 3 clusters Score -2336388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2336431.750000 Penalty: 4999.181641
	Iteration 24Q: 3 clusters Score -2336432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2336473.250000 Penalty: 4999.181641
	Iteration 25Q: 3 clusters Score -2336473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2336504.750000 Penalty: 4999.181641
	Iteration 26Q: 3 clusters Score -2336505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2336542.000000 Penalty: 4999.181641
	Iteration 27Q: 3 clusters Score -2336542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2336560.000000 Penalty: 4999.181641
	Iteration 28Q: 3 clusters Score -2336560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2336584.000000 Penalty: 4999.181641
	Iteration 29Q: 3 clusters Score -2336584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2336597.000000 Penalty: 4999.181641
	Iteration 30Q: 3 clusters Score -2336597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2336610.750000 Penalty: 4999.181641
	Iteration 31Q: 3 clusters Score -2336611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2336613.750000 Penalty: 4999.181641
	Iteration 32Q: 3 clusters Score -2336614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2336623.500000 Penalty: 4999.181641
	Iteration 33Q: 3 clusters Score -2336624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2336630.000000 Penalty: 4999.181641
	Iteration 34Q: 3 clusters Score -2336630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2336638.500000 Penalty: 4999.181641
	Iteration 35Q: 3 clusters Score -2336638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2336646.250000 Penalty: 4999.181641
	Iteration 36Q: 3 clusters Score -2336646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2336654.750000 Penalty: 4999.181641
	Iteration 37Q: 3 clusters Score -2336655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2336659.250000 Penalty: 4999.181641
	Iteration 38Q: 3 clusters Score -2336659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2336668.750000 Penalty: 4999.181641
	Iteration 39Q: 3 clusters Score -2336669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2336669.000000 Penalty: 4999.181641
	Iteration 40F: 3 clusters Score -2336669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2336677.750000 Penalty: 4999.181641
	Iteration 41Q: 3 clusters Score -2336678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2336681.250000 Penalty: 4999.181641
	Iteration 42Q: 3 clusters Score -2336681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2336683.000000 Penalty: 4999.181641
	Iteration 43Q: 3 clusters Score -2336683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2336685.750000 Penalty: 4999.181641
	Iteration 44Q: 3 clusters Score -2336686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2336688.500000 Penalty: 4999.181641
	Iteration 45Q: 3 clusters Score -2336688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2336696.000000 Penalty: 4999.181641
	Iteration 46Q: 3 clusters Score -2336696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2336700.000000 Penalty: 4999.181641
	Iteration 47Q: 3 clusters Score -2336700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2336702.250000 Penalty: 4999.181641
	Iteration 48Q: 3 clusters Score -2336702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2336705.500000 Penalty: 4999.181641
	Iteration 49Q: 3 clusters Score -2336706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2336705.750000 Penalty: 4999.181641
	Iteration 50Q: 3 clusters Score -2336706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2336705.250000 Penalty: 4999.181641
	Iteration 51Q: 3 clusters Score -2336705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2336703.000000 Penalty: 4999.181641
	Iteration 52Q: 3 clusters Score -2336703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2336704.250000 Penalty: 4999.181641
	Iteration 53Q: 3 clusters Score -2336704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2336703.250000 Penalty: 4999.181641
	Iteration 54Q: 3 clusters Score -2336703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2336703.250000 Penalty: 4999.181641
	Iteration 55F: 3 clusters Score -2336703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -299530.531250 Penalty: 2050.008789
	Iteration 0F: 2 clusters Score -299530.5 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 1941 members 
Entering Unmasked Estep 
Score: -295769.625000 Penalty: 4100.017578
	Iteration 0F: 3 clusters Score -295769.6 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -297244.437500 Penalty: 4100.017578
	Iteration 1F: 3 clusters Score -297244.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -298194.656250 Penalty: 4100.017578
	Iteration 2F: 3 clusters Score -298194.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -298928.156250 Penalty: 4100.017578
	Iteration 3F: 3 clusters Score -298928.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -299375.875000 Penalty: 4100.017578
	Iteration 4F: 3 clusters Score -299375.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -299663.500000 Penalty: 4100.017578
	Iteration 5F: 3 clusters Score -299663.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -299812.937500 Penalty: 4100.017578
	Iteration 6Q: 3 clusters Score -299812.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -299874.343750 Penalty: 4100.017578
	Iteration 7Q: 3 clusters Score -299874.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -299907.500000 Penalty: 4100.017578
	Iteration 8Q: 3 clusters Score -299907.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -299924.656250 Penalty: 4100.017578
	Iteration 9Q: 3 clusters Score -299924.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -299934.125000 Penalty: 4100.017578
	Iteration 10Q: 3 clusters Score -299934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -299941.468750 Penalty: 4100.017578
	Iteration 11Q: 3 clusters Score -299941.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -299946.656250 Penalty: 4100.017578
	Iteration 12Q: 3 clusters Score -299946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -299950.187500 Penalty: 4100.017578
	Iteration 13Q: 3 clusters Score -299950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -299953.531250 Penalty: 4100.017578
	Iteration 14Q: 3 clusters Score -299953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -299958.531250 Penalty: 4100.017578
	Iteration 15Q: 3 clusters Score -299958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -299961.375000 Penalty: 4100.017578
	Iteration 16Q: 3 clusters Score -299961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -299967.343750 Penalty: 4100.017578
	Iteration 17Q: 3 clusters Score -299967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -299971.156250 Penalty: 4100.017578
	Iteration 18Q: 3 clusters Score -299971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -299973.281250 Penalty: 4100.017578
	Iteration 19Q: 3 clusters Score -299973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -299975.406250 Penalty: 4100.017578
	Iteration 20F: 3 clusters Score -299975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -299976.625000 Penalty: 4100.017578
	Iteration 21Q: 3 clusters Score -299976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -299976.218750 Penalty: 4100.017578
	Iteration 22Q: 3 clusters Score -299976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -299976.218750 Penalty: 4100.017578
	Iteration 23F: 3 clusters Score -299976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 3846 members 
Mstep: Class 40 contains 6575 members 
Mstep: Class 41 contains 13368 members 
Mstep: Class 42 contains 2004 members 
Entering Unmasked Estep 
Score: -58919368.000000 Penalty: 139028.390625
Splitting cluster 24 changes total score from -58910100.000000 to -58919368.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 25 (14670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Entering Unmasked Estep 
Score: -1361636.375000 Penalty: 2379.202881
	Iteration 0F: 2 clusters Score -1361636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1350967.125000 Penalty: 4758.405762
	Iteration 0F: 3 clusters Score -1350967 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1354666.625000 Penalty: 4758.405762
	Iteration 1F: 3 clusters Score -1354667 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1355453.875000 Penalty: 4758.405762
	Iteration 2F: 3 clusters Score -1355454 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1356127.375000 Penalty: 4758.405762
	Iteration 3F: 3 clusters Score -1356127 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1356735.125000 Penalty: 4758.405762
	Iteration 4F: 3 clusters Score -1356735 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1357291 nChanged 841
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1357876 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1358380.750000 Penalty: 4758.405762
	Iteration 7F: 3 clusters Score -1358381 nChanged 663
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1358765 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1359106 nChanged 493
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1359511.750000 Penalty: 4758.405762
	Iteration 11Q: 3 clusters Score -1359512 nChanged 329
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Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1359623 nChanged 256
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1359710 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1359774 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1359839 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1359898 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1359936 nChanged 162
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1359979 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1360015 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1360041 nChanged 107
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Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1360059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1360074 nChanged 70
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1360090 nChanged 70
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1360102.000000 Penalty: 4758.405762
	Iteration 24Q: 3 clusters Score -1360102 nChanged 62
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Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1360109 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1360115 nChanged 46
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Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1360122 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1360132.750000 Penalty: 4758.405762
	Iteration 28Q: 3 clusters Score -1360133 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1360139 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1360148 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1360156 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1360162 nChanged 43
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Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1360168 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1360171 nChanged 40
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1360183 nChanged 34
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Mstep: Class 1 contains 6983 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1360186 nChanged 37
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Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1360187 nChanged 32
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1360193 nChanged 44
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Mstep: Class 1 contains 7088 members 
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	Iteration 39Q: 3 clusters Score -1360201 nChanged 54
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Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1360209.375000 Penalty: 4758.405762
	Iteration 40F: 3 clusters Score -1360209 nChanged 68
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Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1360231.250000 Penalty: 4758.405762
	Iteration 41Q: 3 clusters Score -1360231 nChanged 62
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Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1360242 nChanged 68
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Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1360260 nChanged 68
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Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1360267 nChanged 72
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Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7214 members 
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	Iteration 45Q: 3 clusters Score -1360284 nChanged 79
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Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1360301 nChanged 70
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Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1360314 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1360326 nChanged 68
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Mstep: Class 1 contains 7683 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1360344 nChanged 65
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Mstep: Class 1 contains 7746 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1360358 nChanged 78
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Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1360371 nChanged 73
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Mstep: Class 1 contains 7889 members 
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	Iteration 52Q: 3 clusters Score -1360384 nChanged 73
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Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6710 members 
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	Iteration 53Q: 3 clusters Score -1360398 nChanged 66
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Mstep: Class 1 contains 8022 members 
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	Iteration 54Q: 3 clusters Score -1360410 nChanged 69
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Mstep: Class 1 contains 8083 members 
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	Iteration 55Q: 3 clusters Score -1360426 nChanged 81
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Mstep: Class 1 contains 8156 members 
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	Iteration 56Q: 3 clusters Score -1360440 nChanged 81
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Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6439 members 
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	Iteration 57Q: 3 clusters Score -1360466 nChanged 109
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Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6332 members 
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	Iteration 58Q: 3 clusters Score -1360495 nChanged 136
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Mstep: Class 1 contains 8468 members 
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	Iteration 59Q: 3 clusters Score -1360545 nChanged 141
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	Iteration 60F: 3 clusters Score -1360588 nChanged 150
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Mstep: Class 1 contains 8751 members 
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	Iteration 61Q: 3 clusters Score -1360638 nChanged 140
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Mstep: Class 1 contains 8891 members 
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	Iteration 62Q: 3 clusters Score -1360687 nChanged 153
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Mstep: Class 1 contains 9040 members 
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	Iteration 63Q: 3 clusters Score -1360732 nChanged 145
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Mstep: Class 1 contains 9181 members 
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	Iteration 64Q: 3 clusters Score -1360782 nChanged 152
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Mstep: Class 1 contains 9333 members 
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	Iteration 65Q: 3 clusters Score -1360846 nChanged 176
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Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5161 members 
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	Iteration 66Q: 3 clusters Score -1360930 nChanged 192
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Mstep: Class 1 contains 9701 members 
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	Iteration 67Q: 3 clusters Score -1361026 nChanged 186
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Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4783 members 
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	Iteration 68Q: 3 clusters Score -1361111 nChanged 179
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4612 members 
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	Iteration 69Q: 3 clusters Score -1361174 nChanged 164
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Mstep: Class 1 contains 10222 members 
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	Iteration 70Q: 3 clusters Score -1361232 nChanged 135
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1361273 nChanged 119
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Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1361309 nChanged 90
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Mstep: Class 1 contains 10566 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1361332 nChanged 81
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Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1361351 nChanged 64
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Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3959 members 
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	Iteration 75Q: 3 clusters Score -1361371 nChanged 57
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Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3902 members 
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	Iteration 76Q: 3 clusters Score -1361380 nChanged 50
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Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3852 members 
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	Iteration 77Q: 3 clusters Score -1361384 nChanged 42
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Mstep: Class 1 contains 10860 members 
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	Iteration 78Q: 3 clusters Score -1361396 nChanged 40
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Mstep: Class 1 contains 10900 members 
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Score: -1361403.250000 Penalty: 4758.405762
	Iteration 79Q: 3 clusters Score -1361403 nChanged 41
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3729 members 
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	Iteration 80F: 3 clusters Score -1361415 nChanged 31
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Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1361419.625000 Penalty: 4758.405762
	Iteration 81Q: 3 clusters Score -1361420 nChanged 28
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Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3670 members 
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	Iteration 82Q: 3 clusters Score -1361425 nChanged 20
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Mstep: Class 1 contains 11020 members 
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	Iteration 83Q: 3 clusters Score -1361429 nChanged 29
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Mstep: Class 1 contains 11049 members 
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	Iteration 84Q: 3 clusters Score -1361429 nChanged 23
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Mstep: Class 1 contains 11072 members 
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Score: -1361433.500000 Penalty: 4758.405762
	Iteration 85Q: 3 clusters Score -1361434 nChanged 17
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Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3581 members 
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	Iteration 86Q: 3 clusters Score -1361436 nChanged 19
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Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3562 members 
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	Iteration 87Q: 3 clusters Score -1361441 nChanged 15
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Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1361443 nChanged 11
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Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1361446 nChanged 9
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Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3527 members 
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	Iteration 90Q: 3 clusters Score -1361447 nChanged 11
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Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3516 members 
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	Iteration 91Q: 3 clusters Score -1361445 nChanged 10
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Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3506 members 
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	Iteration 92Q: 3 clusters Score -1361446 nChanged 7
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Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1361446 nChanged 9
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Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1361446 nChanged 10
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Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1361451 nChanged 10
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Mstep: Class 1 contains 11200 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1361448 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1361451.125000 Penalty: 4758.405762
	Iteration 97Q: 3 clusters Score -1361451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1361452.000000 Penalty: 4758.405762
	Iteration 98Q: 3 clusters Score -1361452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1361456.500000 Penalty: 4758.405762
	Iteration 99Q: 3 clusters Score -1361456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1361452.375000 Penalty: 4758.405762
	Iteration 100F: 3 clusters Score -1361452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1361454.500000 Penalty: 4758.405762
	Iteration 101Q: 3 clusters Score -1361454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1361454.125000 Penalty: 4758.405762
	Iteration 102Q: 3 clusters Score -1361454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1361454.750000 Penalty: 4758.405762
	Iteration 103Q: 3 clusters Score -1361455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1361456.875000 Penalty: 4758.405762
	Iteration 104Q: 3 clusters Score -1361457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1361455.875000 Penalty: 4758.405762
	Iteration 105Q: 3 clusters Score -1361456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1361458.375000 Penalty: 4758.405762
	Iteration 106Q: 3 clusters Score -1361458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1361459.000000 Penalty: 4758.405762
	Iteration 107Q: 3 clusters Score -1361459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1361456.750000 Penalty: 4758.405762
	Iteration 108Q: 3 clusters Score -1361457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1361457.750000 Penalty: 4758.405762
	Iteration 109Q: 3 clusters Score -1361458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1361459.000000 Penalty: 4758.405762
	Iteration 110Q: 3 clusters Score -1361459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1361459.750000 Penalty: 4758.405762
	Iteration 111Q: 3 clusters Score -1361460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1361457.500000 Penalty: 4758.405762
	Iteration 112Q: 3 clusters Score -1361458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1361457.500000 Penalty: 4758.405762
	Iteration 113F: 3 clusters Score -1361458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Entering Unmasked Estep 
Score: -680791.187500 Penalty: 2212.852295
	Iteration 0F: 2 clusters Score -680791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -674758.312500 Penalty: 4425.704590
	Iteration 0F: 3 clusters Score -674758.3 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -676661.750000 Penalty: 4425.704590
	Iteration 1F: 3 clusters Score -676661.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -677380.312500 Penalty: 4425.704590
	Iteration 2F: 3 clusters Score -677380.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -678220.562500 Penalty: 4425.704590
	Iteration 3F: 3 clusters Score -678220.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -679158.937500 Penalty: 4425.704590
	Iteration 4F: 3 clusters Score -679158.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -679934.937500 Penalty: 4425.704590
	Iteration 5F: 3 clusters Score -679934.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -680389.250000 Penalty: 4425.704590
	Iteration 6F: 3 clusters Score -680389.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -680635.000000 Penalty: 4425.704590
	Iteration 7Q: 3 clusters Score -680635 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -680779.687500 Penalty: 4425.704590
	Iteration 8Q: 3 clusters Score -680779.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -680887.625000 Penalty: 4425.704590
	Iteration 9Q: 3 clusters Score -680887.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -680942.687500 Penalty: 4425.704590
	Iteration 10Q: 3 clusters Score -680942.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -680986.125000 Penalty: 4425.704590
	Iteration 11Q: 3 clusters Score -680986.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -681029.062500 Penalty: 4425.704590
	Iteration 12Q: 3 clusters Score -681029.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -681069.187500 Penalty: 4425.704590
	Iteration 13Q: 3 clusters Score -681069.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -681099.812500 Penalty: 4425.704590
	Iteration 14Q: 3 clusters Score -681099.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -681130.250000 Penalty: 4425.704590
	Iteration 15Q: 3 clusters Score -681130.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -681157.937500 Penalty: 4425.704590
	Iteration 16Q: 3 clusters Score -681157.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -681185.625000 Penalty: 4425.704590
	Iteration 17Q: 3 clusters Score -681185.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -681201.625000 Penalty: 4425.704590
	Iteration 18Q: 3 clusters Score -681201.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -681217.000000 Penalty: 4425.704590
	Iteration 19Q: 3 clusters Score -681217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -681231.062500 Penalty: 4425.704590
	Iteration 20F: 3 clusters Score -681231.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -681236.937500 Penalty: 4425.704590
	Iteration 21Q: 3 clusters Score -681236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -681239.875000 Penalty: 4425.704590
	Iteration 22Q: 3 clusters Score -681239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -681242.250000 Penalty: 4425.704590
	Iteration 23Q: 3 clusters Score -681242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -681244.750000 Penalty: 4425.704590
	Iteration 24Q: 3 clusters Score -681244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -681247.312500 Penalty: 4425.704590
	Iteration 25Q: 3 clusters Score -681247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -681247.125000 Penalty: 4425.704590
	Iteration 26Q: 3 clusters Score -681247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -681246.312500 Penalty: 4425.704590
	Iteration 27Q: 3 clusters Score -681246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -681247.750000 Penalty: 4425.704590
	Iteration 28Q: 3 clusters Score -681247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -681248.250000 Penalty: 4425.704590
	Iteration 29Q: 3 clusters Score -681248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -681248.937500 Penalty: 4425.704590
	Iteration 30Q: 3 clusters Score -681248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -681248.875000 Penalty: 4425.704590
	Iteration 31Q: 3 clusters Score -681248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -681248.937500 Penalty: 4425.704590
	Iteration 32Q: 3 clusters Score -681248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -681248.375000 Penalty: 4425.704590
	Iteration 33Q: 3 clusters Score -681248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -681248.375000 Penalty: 4425.704590
	Iteration 34F: 3 clusters Score -681248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 5206 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 3846 members 
Mstep: Class 40 contains 6575 members 
Mstep: Class 41 contains 13368 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 2295 members 
Entering Unmasked Estep 
Score: -58918684.000000 Penalty: 142338.593750
Splitting cluster 26 changes total score from -58910100.000000 to -58918684.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1100373.125000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1100373 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 5703 members 
Entering Unmasked Estep 
Score: -1091771.750000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1091772 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1094457.875000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1094458 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1094782.250000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1094782 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1095047.000000 Penalty: 4638.899902
	Iteration 3Q: 3 clusters Score -1095047 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1095283.875000 Penalty: 4638.899902
	Iteration 4Q: 3 clusters Score -1095284 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1095545.375000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1095545 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1095820.875000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1095821 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1096081.250000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1096081 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1096341.625000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1096342 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1096574.500000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1096574 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1096804.000000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1096804 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1097011.250000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1097011 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1097190.250000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1097190 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1097345.125000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1097345 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1097473.625000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1097474 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1097585.125000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1097585 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1097696.625000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1097697 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1097784.125000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1097784 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1097887.125000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1097887 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1097968.500000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1097968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1098039.250000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1098039 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1098099.000000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1098099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1098156.625000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1098157 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1098207.375000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1098207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1098270.625000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1098271 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1098315.500000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1098316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1098352.125000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1098352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1098387.250000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1098387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1098424.250000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1098424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1098465.125000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1098465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1098510.875000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1098511 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1098573.375000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1098573 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1098643.375000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1098643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1098707.125000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1098707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1098782.500000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1098782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1098846.750000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1098847 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1098904.375000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1098904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1098934.375000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1098934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1098956.625000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1098957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1098966.500000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1098966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1098977.250000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1098977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1098981.250000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1098981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1098986.250000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1098986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1098990.125000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1098990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1098992.625000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1098993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1098992.500000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1098992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1098995.500000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1098996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1098995.875000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1098996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1098997.625000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1098998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1099001.000000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1099001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1099004.750000 Penalty: 4638.899902
	Iteration 50Q: 3 clusters Score -1099005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1099005.625000 Penalty: 4638.899902
	Iteration 51Q: 3 clusters Score -1099006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1099006.375000 Penalty: 4638.899902
	Iteration 52Q: 3 clusters Score -1099006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1099006.750000 Penalty: 4638.899902
	Iteration 53Q: 3 clusters Score -1099007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1099007.000000 Penalty: 4638.899902
	Iteration 54Q: 3 clusters Score -1099007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1099007.000000 Penalty: 4638.899902
	Iteration 55F: 3 clusters Score -1099007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Entering Unmasked Estep 
Score: -901464.750000 Penalty: 2263.431885
	Iteration 0F: 2 clusters Score -901464.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -894222.000000 Penalty: 4526.863770
	Iteration 0F: 3 clusters Score -894222 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -896276.562500 Penalty: 4526.863770
	Iteration 1F: 3 clusters Score -896276.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -896553.187500 Penalty: 4526.863770
	Iteration 2F: 3 clusters Score -896553.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -896717.250000 Penalty: 4526.863770
	Iteration 3Q: 3 clusters Score -896717.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -896834.062500 Penalty: 4526.863770
	Iteration 4Q: 3 clusters Score -896834.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -896944.375000 Penalty: 4526.863770
	Iteration 5Q: 3 clusters Score -896944.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -897051.125000 Penalty: 4526.863770
	Iteration 6Q: 3 clusters Score -897051.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -897147.062500 Penalty: 4526.863770
	Iteration 7Q: 3 clusters Score -897147.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -897248.875000 Penalty: 4526.863770
	Iteration 8Q: 3 clusters Score -897248.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -897356.437500 Penalty: 4526.863770
	Iteration 9Q: 3 clusters Score -897356.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -897477.250000 Penalty: 4526.863770
	Iteration 10Q: 3 clusters Score -897477.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -897648.250000 Penalty: 4526.863770
	Iteration 11Q: 3 clusters Score -897648.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -897883.937500 Penalty: 4526.863770
	Iteration 12Q: 3 clusters Score -897883.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -898157.750000 Penalty: 4526.863770
	Iteration 13Q: 3 clusters Score -898157.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -898443.437500 Penalty: 4526.863770
	Iteration 14Q: 3 clusters Score -898443.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -898726.187500 Penalty: 4526.863770
	Iteration 15Q: 3 clusters Score -898726.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -898951.625000 Penalty: 4526.863770
	Iteration 16Q: 3 clusters Score -898951.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -899138.562500 Penalty: 4526.863770
	Iteration 17Q: 3 clusters Score -899138.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -899283.125000 Penalty: 4526.863770
	Iteration 18Q: 3 clusters Score -899283.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -899394.375000 Penalty: 4526.863770
	Iteration 19Q: 3 clusters Score -899394.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -899482.437500 Penalty: 4526.863770
	Iteration 20F: 3 clusters Score -899482.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -899554.687500 Penalty: 4526.863770
	Iteration 21Q: 3 clusters Score -899554.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -899624.812500 Penalty: 4526.863770
	Iteration 22Q: 3 clusters Score -899624.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -899687.562500 Penalty: 4526.863770
	Iteration 23Q: 3 clusters Score -899687.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -899744.875000 Penalty: 4526.863770
	Iteration 24Q: 3 clusters Score -899744.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -899798.812500 Penalty: 4526.863770
	Iteration 25Q: 3 clusters Score -899798.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -899840.812500 Penalty: 4526.863770
	Iteration 26Q: 3 clusters Score -899840.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -899868.875000 Penalty: 4526.863770
	Iteration 27Q: 3 clusters Score -899868.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -899893.187500 Penalty: 4526.863770
	Iteration 28Q: 3 clusters Score -899893.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -899906.750000 Penalty: 4526.863770
	Iteration 29Q: 3 clusters Score -899906.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -899927.437500 Penalty: 4526.863770
	Iteration 30Q: 3 clusters Score -899927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -899934.187500 Penalty: 4526.863770
	Iteration 31Q: 3 clusters Score -899934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -899941.437500 Penalty: 4526.863770
	Iteration 32Q: 3 clusters Score -899941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -899947.687500 Penalty: 4526.863770
	Iteration 33Q: 3 clusters Score -899947.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -899956.000000 Penalty: 4526.863770
	Iteration 34Q: 3 clusters Score -899956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -899964.312500 Penalty: 4526.863770
	Iteration 35Q: 3 clusters Score -899964.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -899974.937500 Penalty: 4526.863770
	Iteration 36Q: 3 clusters Score -899974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -899986.812500 Penalty: 4526.863770
	Iteration 37Q: 3 clusters Score -899986.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -899999.562500 Penalty: 4526.863770
	Iteration 38Q: 3 clusters Score -899999.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -900006.125000 Penalty: 4526.863770
	Iteration 39Q: 3 clusters Score -900006.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -900012.500000 Penalty: 4526.863770
	Iteration 40F: 3 clusters Score -900012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -900020.937500 Penalty: 4526.863770
	Iteration 41Q: 3 clusters Score -900020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -900028.687500 Penalty: 4526.863770
	Iteration 42Q: 3 clusters Score -900028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -900030.187500 Penalty: 4526.863770
	Iteration 43Q: 3 clusters Score -900030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -900034.937500 Penalty: 4526.863770
	Iteration 44Q: 3 clusters Score -900034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -900035.937500 Penalty: 4526.863770
	Iteration 45Q: 3 clusters Score -900035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -900036.562500 Penalty: 4526.863770
	Iteration 46Q: 3 clusters Score -900036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -900037.125000 Penalty: 4526.863770
	Iteration 47Q: 3 clusters Score -900037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -900038.625000 Penalty: 4526.863770
	Iteration 48Q: 3 clusters Score -900038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -900039.125000 Penalty: 4526.863770
	Iteration 49Q: 3 clusters Score -900039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -900039.937500 Penalty: 4526.863770
	Iteration 50Q: 3 clusters Score -900039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -900041.937500 Penalty: 4526.863770
	Iteration 51Q: 3 clusters Score -900041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -900042.250000 Penalty: 4526.863770
	Iteration 52Q: 3 clusters Score -900042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -900044.500000 Penalty: 4526.863770
	Iteration 53Q: 3 clusters Score -900044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -900045.937500 Penalty: 4526.863770
	Iteration 54Q: 3 clusters Score -900045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -900045.937500 Penalty: 4526.863770
	Iteration 55F: 3 clusters Score -900045.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -630584.875000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -630584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -624874.062500 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -624874.1 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -626535.125000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -626535.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -626932.062500 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -626932.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -627370.812500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -627370.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -627875.562500 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -627875.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -628383.375000 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -628383.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -628825.812500 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -628825.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -629196.250000 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -629196.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -629496.812500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -629496.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -629696.437500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -629696.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -629804.687500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -629804.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -629864.250000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -629864.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -629896.562500 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -629896.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -629919.250000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -629919.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -629935.937500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -629935.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -629947.875000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -629947.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -629953.812500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -629953.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -629960.562500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -629960.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -629965.625000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -629965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -629967.375000 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -629967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -629967.937500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -629967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -629969.500000 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -629969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -629969.312500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -629969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -629970.687500 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -629970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -629970.125000 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -629970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -629970.750000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -629970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -629971.562500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -629971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -629969.937500 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -629969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -629973.437500 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -629973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -629976.125000 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -629976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -629976.062500 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -629976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -629977.125000 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -629977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -629978.000000 Penalty: 4385.788574
	Iteration 32Q: 3 clusters Score -629978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -629976.750000 Penalty: 4385.788574
	Iteration 33Q: 3 clusters Score -629976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -629977.687500 Penalty: 4385.788574
	Iteration 34Q: 3 clusters Score -629977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -629978.187500 Penalty: 4385.788574
	Iteration 35Q: 3 clusters Score -629978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -629979.437500 Penalty: 4385.788574
	Iteration 36Q: 3 clusters Score -629979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -629979.500000 Penalty: 4385.788574
	Iteration 37Q: 3 clusters Score -629979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -629979.875000 Penalty: 4385.788574
	Iteration 38Q: 3 clusters Score -629979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -629979.125000 Penalty: 4385.788574
	Iteration 39Q: 3 clusters Score -629979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -629978.000000 Penalty: 4385.788574
	Iteration 40F: 3 clusters Score -629978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -629979.875000 Penalty: 4385.788574
	Iteration 41Q: 3 clusters Score -629979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -629978.375000 Penalty: 4385.788574
	Iteration 42Q: 3 clusters Score -629978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -629978.375000 Penalty: 4385.788574
	Iteration 43F: 3 clusters Score -629978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Entering Unmasked Estep 
Score: -1555040.250000 Penalty: 2392.963623
	Iteration 0F: 2 clusters Score -1555040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1543920.250000 Penalty: 4785.927246
	Iteration 0F: 3 clusters Score -1543920 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1547447.000000 Penalty: 4785.927246
	Iteration 1F: 3 clusters Score -1547447 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1547977.750000 Penalty: 4785.927246
	Iteration 2F: 3 clusters Score -1547978 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1548502.875000 Penalty: 4785.927246
	Iteration 3F: 3 clusters Score -1548503 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1549087.375000 Penalty: 4785.927246
	Iteration 4F: 3 clusters Score -1549087 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1549729.750000 Penalty: 4785.927246
	Iteration 5F: 3 clusters Score -1549730 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1550489.625000 Penalty: 4785.927246
	Iteration 6F: 3 clusters Score -1550490 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1551450.250000 Penalty: 4785.927246
	Iteration 7F: 3 clusters Score -1551450 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1552860.750000 Penalty: 4785.927246
	Iteration 8F: 3 clusters Score -1552861 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1555351.375000 Penalty: 4785.927246
	Iteration 9F: 3 clusters Score -1555351 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1558601.625000 Penalty: 4785.927246
	Iteration 10F: 3 clusters Score -1558602 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1561167.625000 Penalty: 4785.927246
	Iteration 11F: 3 clusters Score -1561168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1562311.500000 Penalty: 4785.927246
	Iteration 12Q: 3 clusters Score -1562312 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1562651.750000 Penalty: 4785.927246
	Iteration 13Q: 3 clusters Score -1562652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1562785.000000 Penalty: 4785.927246
	Iteration 14Q: 3 clusters Score -1562785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1562832.625000 Penalty: 4785.927246
	Iteration 15Q: 3 clusters Score -1562833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1562847.500000 Penalty: 4785.927246
	Iteration 16Q: 3 clusters Score -1562848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1562855.250000 Penalty: 4785.927246
	Iteration 17Q: 3 clusters Score -1562855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1562854.000000 Penalty: 4785.927246
	Iteration 18Q: 3 clusters Score -1562854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1562854.375000 Penalty: 4785.927246
	Iteration 19Q: 3 clusters Score -1562854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1562854.375000 Penalty: 4785.927246
	Iteration 20F: 3 clusters Score -1562854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 5206 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 5737 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 32993 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 1552 members 
Mstep: Class 38 contains 1626 members 
Mstep: Class 39 contains 3846 members 
Mstep: Class 40 contains 6575 members 
Mstep: Class 41 contains 13368 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 9770 members 
Entering Unmasked Estep 
Score: -58925792.000000 Penalty: 145648.796875
Splitting cluster 30 changes total score from -58910100.000000 to -58925792.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 31 (25127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Entering Unmasked Estep 
Score: -2443486.500000 Penalty: 2512.661133
	Iteration 0F: 2 clusters Score -2443486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2426132.000000 Penalty: 5025.322266
	Iteration 0F: 3 clusters Score -2426132 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2432296.000000 Penalty: 5025.322266
	Iteration 1F: 3 clusters Score -2432296 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2433005.250000 Penalty: 5025.322266
	Iteration 2F: 3 clusters Score -2433005 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2433831.250000 Penalty: 5025.322266
	Iteration 3F: 3 clusters Score -2433831 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2434808.750000 Penalty: 5025.322266
	Iteration 4F: 3 clusters Score -2434809 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2435871.250000 Penalty: 5025.322266
	Iteration 5F: 3 clusters Score -2435871 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2436942.250000 Penalty: 5025.322266
	Iteration 6F: 3 clusters Score -2436942 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2437921.250000 Penalty: 5025.322266
	Iteration 7F: 3 clusters Score -2437921 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2438830.500000 Penalty: 5025.322266
	Iteration 8Q: 3 clusters Score -2438830 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2439536.750000 Penalty: 5025.322266
	Iteration 9Q: 3 clusters Score -2439537 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2440081.000000 Penalty: 5025.322266
	Iteration 10Q: 3 clusters Score -2440081 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2440504.500000 Penalty: 5025.322266
	Iteration 11Q: 3 clusters Score -2440504 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2440751.000000 Penalty: 5025.322266
	Iteration 12Q: 3 clusters Score -2440751 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2440932.250000 Penalty: 5025.322266
	Iteration 13Q: 3 clusters Score -2440932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2441039.750000 Penalty: 5025.322266
	Iteration 14Q: 3 clusters Score -2441040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2441110.750000 Penalty: 5025.322266
	Iteration 15Q: 3 clusters Score -2441111 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2441158.000000 Penalty: 5025.322266
	Iteration 16Q: 3 clusters Score -2441158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2441207.000000 Penalty: 5025.322266
	Iteration 17Q: 3 clusters Score -2441207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2441242.000000 Penalty: 5025.322266
	Iteration 18Q: 3 clusters Score -2441242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2441276.000000 Penalty: 5025.322266
	Iteration 19Q: 3 clusters Score -2441276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2441301.500000 Penalty: 5025.322266
	Iteration 20F: 3 clusters Score -2441302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2441315.500000 Penalty: 5025.322266
	Iteration 21Q: 3 clusters Score -2441316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2441320.500000 Penalty: 5025.322266
	Iteration 22Q: 3 clusters Score -2441320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2441331.250000 Penalty: 5025.322266
	Iteration 23Q: 3 clusters Score -2441331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2441341.500000 Penalty: 5025.322266
	Iteration 24Q: 3 clusters Score -2441342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2441345.750000 Penalty: 5025.322266
	Iteration 25Q: 3 clusters Score -2441346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2441351.750000 Penalty: 5025.322266
	Iteration 26Q: 3 clusters Score -2441352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2441359.750000 Penalty: 5025.322266
	Iteration 27Q: 3 clusters Score -2441360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2441362.750000 Penalty: 5025.322266
	Iteration 28Q: 3 clusters Score -2441363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2441364.250000 Penalty: 5025.322266
	Iteration 29Q: 3 clusters Score -2441364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2441361.000000 Penalty: 5025.322266
	Iteration 30Q: 3 clusters Score -2441361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2441365.000000 Penalty: 5025.322266
	Iteration 31Q: 3 clusters Score -2441365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2441366.500000 Penalty: 5025.322266
	Iteration 32Q: 3 clusters Score -2441366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2441367.250000 Penalty: 5025.322266
	Iteration 33Q: 3 clusters Score -2441367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2441368.750000 Penalty: 5025.322266
	Iteration 34Q: 3 clusters Score -2441369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2441372.250000 Penalty: 5025.322266
	Iteration 35Q: 3 clusters Score -2441372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2441372.000000 Penalty: 5025.322266
	Iteration 36Q: 3 clusters Score -2441372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2441372.000000 Penalty: 5025.322266
	Iteration 37F: 3 clusters Score -2441372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -416641.437500 Penalty: 2086.464844
	Iteration 0F: 2 clusters Score -416641.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -412458.812500 Penalty: 4172.929688
	Iteration 0F: 3 clusters Score -412458.8 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -413462.062500 Penalty: 4172.929688
	Iteration 1F: 3 clusters Score -413462.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -413727.656250 Penalty: 4172.929688
	Iteration 2F: 3 clusters Score -413727.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -413964.968750 Penalty: 4172.929688
	Iteration 3F: 3 clusters Score -413965 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -414169.281250 Penalty: 4172.929688
	Iteration 4F: 3 clusters Score -414169.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -414358.562500 Penalty: 4172.929688
	Iteration 5Q: 3 clusters Score -414358.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -414570.625000 Penalty: 4172.929688
	Iteration 6Q: 3 clusters Score -414570.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -414787.781250 Penalty: 4172.929688
	Iteration 7F: 3 clusters Score -414787.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -414958.718750 Penalty: 4172.929688
	Iteration 8Q: 3 clusters Score -414958.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -415078.718750 Penalty: 4172.929688
	Iteration 9Q: 3 clusters Score -415078.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -415164.468750 Penalty: 4172.929688
	Iteration 10Q: 3 clusters Score -415164.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -415234.875000 Penalty: 4172.929688
	Iteration 11Q: 3 clusters Score -415234.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -415298.593750 Penalty: 4172.929688
	Iteration 12Q: 3 clusters Score -415298.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -415346.562500 Penalty: 4172.929688
	Iteration 13Q: 3 clusters Score -415346.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -415391.000000 Penalty: 4172.929688
	Iteration 14Q: 3 clusters Score -415391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -415439.468750 Penalty: 4172.929688
	Iteration 15Q: 3 clusters Score -415439.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -415486.812500 Penalty: 4172.929688
	Iteration 16Q: 3 clusters Score -415486.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -415515.187500 Penalty: 4172.929688
	Iteration 17Q: 3 clusters Score -415515.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -415540.281250 Penalty: 4172.929688
	Iteration 18Q: 3 clusters Score -415540.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -415564.093750 Penalty: 4172.929688
	Iteration 19Q: 3 clusters Score -415564.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -415581.343750 Penalty: 4172.929688
	Iteration 20F: 3 clusters Score -415581.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -415594.687500 Penalty: 4172.929688
	Iteration 21Q: 3 clusters Score -415594.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -415604.062500 Penalty: 4172.929688
	Iteration 22Q: 3 clusters Score -415604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -415614.718750 Penalty: 4172.929688
	Iteration 23Q: 3 clusters Score -415614.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -415625.625000 Penalty: 4172.929688
	Iteration 24Q: 3 clusters Score -415625.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -415633.343750 Penalty: 4172.929688
	Iteration 25Q: 3 clusters Score -415633.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -415639.187500 Penalty: 4172.929688
	Iteration 26Q: 3 clusters Score -415639.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -415646.062500 Penalty: 4172.929688
	Iteration 27Q: 3 clusters Score -415646.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -415649.562500 Penalty: 4172.929688
	Iteration 28Q: 3 clusters Score -415649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -415651.218750 Penalty: 4172.929688
	Iteration 29Q: 3 clusters Score -415651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -415651.750000 Penalty: 4172.929688
	Iteration 30Q: 3 clusters Score -415651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -415652.781250 Penalty: 4172.929688
	Iteration 31Q: 3 clusters Score -415652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -415652.781250 Penalty: 4172.929688
	Iteration 32F: 3 clusters Score -415652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -339861.031250 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -339861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -336403.625000 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -336403.6 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -337146.375000 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -337146.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -337342.812500 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -337342.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -337465.781250 Penalty: 4027.959473
	Iteration 3F: 3 clusters Score -337465.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -337551.156250 Penalty: 4027.959473
	Iteration 4Q: 3 clusters Score -337551.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -337622.031250 Penalty: 4027.959473
	Iteration 5Q: 3 clusters Score -337622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -337682.687500 Penalty: 4027.959473
	Iteration 6Q: 3 clusters Score -337682.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -337731.218750 Penalty: 4027.959473
	Iteration 7Q: 3 clusters Score -337731.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -337771.625000 Penalty: 4027.959473
	Iteration 8Q: 3 clusters Score -337771.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -337819.250000 Penalty: 4027.959473
	Iteration 9Q: 3 clusters Score -337819.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -337883.218750 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -337883.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -337941.437500 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -337941.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -338004.281250 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -338004.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -338054.343750 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -338054.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -338091.625000 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -338091.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -338122.656250 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -338122.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -338151.750000 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -338151.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -338176.968750 Penalty: 4027.959473
	Iteration 17Q: 3 clusters Score -338177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -338206.187500 Penalty: 4027.959473
	Iteration 18Q: 3 clusters Score -338206.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -338236.312500 Penalty: 4027.959473
	Iteration 19Q: 3 clusters Score -338236.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -338265.875000 Penalty: 4027.959473
	Iteration 20F: 3 clusters Score -338265.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -338283.531250 Penalty: 4027.959473
	Iteration 21Q: 3 clusters Score -338283.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -338293.812500 Penalty: 4027.959473
	Iteration 22Q: 3 clusters Score -338293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -338299.687500 Penalty: 4027.959473
	Iteration 23Q: 3 clusters Score -338299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -338303.968750 Penalty: 4027.959473
	Iteration 24Q: 3 clusters Score -338304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -338306.968750 Penalty: 4027.959473
	Iteration 25Q: 3 clusters Score -338307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -338308.343750 Penalty: 4027.959473
	Iteration 26Q: 3 clusters Score -338308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -338311.031250 Penalty: 4027.959473
	Iteration 27Q: 3 clusters Score -338311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -338312.750000 Penalty: 4027.959473
	Iteration 28Q: 3 clusters Score -338312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -338314.468750 Penalty: 4027.959473
	Iteration 29Q: 3 clusters Score -338314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -338314.500000 Penalty: 4027.959473
	Iteration 30Q: 3 clusters Score -338314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338315.375000 Penalty: 4027.959473
	Iteration 31Q: 3 clusters Score -338315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -338315.593750 Penalty: 4027.959473
	Iteration 32Q: 3 clusters Score -338315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -338317.093750 Penalty: 4027.959473
	Iteration 33Q: 3 clusters Score -338317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338317.531250 Penalty: 4027.959473
	Iteration 34Q: 3 clusters Score -338317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -338317.437500 Penalty: 4027.959473
	Iteration 35Q: 3 clusters Score -338317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -338318.218750 Penalty: 4027.959473
	Iteration 36Q: 3 clusters Score -338318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -338319.875000 Penalty: 4027.959473
	Iteration 37Q: 3 clusters Score -338319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -338321.125000 Penalty: 4027.959473
	Iteration 38Q: 3 clusters Score -338321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -338323.906250 Penalty: 4027.959473
	Iteration 39Q: 3 clusters Score -338323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -338324.625000 Penalty: 4027.959473
	Iteration 40F: 3 clusters Score -338324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -338326.031250 Penalty: 4027.959473
	Iteration 41Q: 3 clusters Score -338326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -338327.750000 Penalty: 4027.959473
	Iteration 42Q: 3 clusters Score -338327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -338328.906250 Penalty: 4027.959473
	Iteration 43Q: 3 clusters Score -338328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -338328.906250 Penalty: 4027.959473
	Iteration 44F: 3 clusters Score -338328.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Entering Unmasked Estep 
Score: -2786870.000000 Penalty: 2537.928467
	Iteration 0F: 2 clusters Score -2786870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2767910.500000 Penalty: 5075.856934
	Iteration 0F: 3 clusters Score -2767910 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2774532.500000 Penalty: 5075.856934
	Iteration 1F: 3 clusters Score -2774532 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2775103.250000 Penalty: 5075.856934
	Iteration 2F: 3 clusters Score -2775103 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2775652.750000 Penalty: 5075.856934
	Iteration 3Q: 3 clusters Score -2775653 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2776252.250000 Penalty: 5075.856934
	Iteration 4Q: 3 clusters Score -2776252 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2777023.000000 Penalty: 5075.856934
	Iteration 5F: 3 clusters Score -2777023 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2778033.250000 Penalty: 5075.856934
	Iteration 6F: 3 clusters Score -2778033 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2779191.750000 Penalty: 5075.856934
	Iteration 7F: 3 clusters Score -2779192 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2780394.750000 Penalty: 5075.856934
	Iteration 8F: 3 clusters Score -2780395 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2781438.000000 Penalty: 5075.856934
	Iteration 9F: 3 clusters Score -2781438 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2782179.250000 Penalty: 5075.856934
	Iteration 10Q: 3 clusters Score -2782179 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2782712.250000 Penalty: 5075.856934
	Iteration 11Q: 3 clusters Score -2782712 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2783075.500000 Penalty: 5075.856934
	Iteration 12Q: 3 clusters Score -2783076 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2783355.000000 Penalty: 5075.856934
	Iteration 13Q: 3 clusters Score -2783355 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2783497.500000 Penalty: 5075.856934
	Iteration 14Q: 3 clusters Score -2783498 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2783588.250000 Penalty: 5075.856934
	Iteration 15Q: 3 clusters Score -2783588 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2783663.500000 Penalty: 5075.856934
	Iteration 16Q: 3 clusters Score -2783664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2783733.750000 Penalty: 5075.856934
	Iteration 17Q: 3 clusters Score -2783734 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2783785.250000 Penalty: 5075.856934
	Iteration 18Q: 3 clusters Score -2783785 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2783852.500000 Penalty: 5075.856934
	Iteration 19Q: 3 clusters Score -2783852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2783915.000000 Penalty: 5075.856934
	Iteration 20F: 3 clusters Score -2783915 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2783979.000000 Penalty: 5075.856934
	Iteration 21Q: 3 clusters Score -2783979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2784030.750000 Penalty: 5075.856934
	Iteration 22Q: 3 clusters Score -2784031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2784074.750000 Penalty: 5075.856934
	Iteration 23Q: 3 clusters Score -2784075 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2784105.750000 Penalty: 5075.856934
	Iteration 24Q: 3 clusters Score -2784106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2784131.750000 Penalty: 5075.856934
	Iteration 25Q: 3 clusters Score -2784132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2784154.750000 Penalty: 5075.856934
	Iteration 26Q: 3 clusters Score -2784155 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2784177.750000 Penalty: 5075.856934
	Iteration 27Q: 3 clusters Score -2784178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2784196.750000 Penalty: 5075.856934
	Iteration 28Q: 3 clusters Score -2784197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2784217.250000 Penalty: 5075.856934
	Iteration 29Q: 3 clusters Score -2784217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2784252.250000 Penalty: 5075.856934
	Iteration 30Q: 3 clusters Score -2784252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2784296.000000 Penalty: 5075.856934
	Iteration 31Q: 3 clusters Score -2784296 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2784327.250000 Penalty: 5075.856934
	Iteration 32Q: 3 clusters Score -2784327 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -2784363.500000 Penalty: 5075.856934
	Iteration 33Q: 3 clusters Score -2784364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2784378.750000 Penalty: 5075.856934
	Iteration 34Q: 3 clusters Score -2784379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2784385.750000 Penalty: 5075.856934
	Iteration 35Q: 3 clusters Score -2784386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2784400.750000 Penalty: 5075.856934
	Iteration 36Q: 3 clusters Score -2784401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -2784409.750000 Penalty: 5075.856934
	Iteration 37Q: 3 clusters Score -2784410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2784424.250000 Penalty: 5075.856934
	Iteration 38Q: 3 clusters Score -2784424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2784436.250000 Penalty: 5075.856934
	Iteration 39Q: 3 clusters Score -2784436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -2784454.000000 Penalty: 5075.856934
	Iteration 40F: 3 clusters Score -2784454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2784466.750000 Penalty: 5075.856934
	Iteration 41Q: 3 clusters Score -2784467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2784471.750000 Penalty: 5075.856934
	Iteration 42Q: 3 clusters Score -2784472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2784482.500000 Penalty: 5075.856934
	Iteration 43Q: 3 clusters Score -2784482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2784489.750000 Penalty: 5075.856934
	Iteration 44Q: 3 clusters Score -2784490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2784501.000000 Penalty: 5075.856934
	Iteration 45Q: 3 clusters Score -2784501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2784511.000000 Penalty: 5075.856934
	Iteration 46Q: 3 clusters Score -2784511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2784512.750000 Penalty: 5075.856934
	Iteration 47Q: 3 clusters Score -2784513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2784524.750000 Penalty: 5075.856934
	Iteration 48Q: 3 clusters Score -2784525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2784526.000000 Penalty: 5075.856934
	Iteration 49Q: 3 clusters Score -2784526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -2784530.000000 Penalty: 5075.856934
	Iteration 50Q: 3 clusters Score -2784530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2784533.750000 Penalty: 5075.856934
	Iteration 51Q: 3 clusters Score -2784534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2784532.250000 Penalty: 5075.856934
	Iteration 52Q: 3 clusters Score -2784532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2784540.250000 Penalty: 5075.856934
	Iteration 53Q: 3 clusters Score -2784540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -2784539.000000 Penalty: 5075.856934
	Iteration 54Q: 3 clusters Score -2784539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2784544.750000 Penalty: 5075.856934
	Iteration 55Q: 3 clusters Score -2784545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2784549.500000 Penalty: 5075.856934
	Iteration 56Q: 3 clusters Score -2784550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2784550.500000 Penalty: 5075.856934
	Iteration 57Q: 3 clusters Score -2784550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -2784559.000000 Penalty: 5075.856934
	Iteration 58Q: 3 clusters Score -2784559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2784567.750000 Penalty: 5075.856934
	Iteration 59Q: 3 clusters Score -2784568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2784572.500000 Penalty: 5075.856934
	Iteration 60F: 3 clusters Score -2784572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2784577.000000 Penalty: 5075.856934
	Iteration 61Q: 3 clusters Score -2784577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2784580.250000 Penalty: 5075.856934
	Iteration 62Q: 3 clusters Score -2784580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2784593.000000 Penalty: 5075.856934
	Iteration 63Q: 3 clusters Score -2784593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2784600.000000 Penalty: 5075.856934
	Iteration 64Q: 3 clusters Score -2784600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2784613.500000 Penalty: 5075.856934
	Iteration 65Q: 3 clusters Score -2784614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -2784613.250000 Penalty: 5075.856934
	Iteration 66Q: 3 clusters Score -2784613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2784639.000000 Penalty: 5075.856934
	Iteration 67Q: 3 clusters Score -2784639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -2784635.250000 Penalty: 5075.856934
	Iteration 68Q: 3 clusters Score -2784635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -2784639.750000 Penalty: 5075.856934
	Iteration 69Q: 3 clusters Score -2784640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2784643.250000 Penalty: 5075.856934
	Iteration 70Q: 3 clusters Score -2784643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2784644.000000 Penalty: 5075.856934
	Iteration 71Q: 3 clusters Score -2784644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2784641.250000 Penalty: 5075.856934
	Iteration 72Q: 3 clusters Score -2784641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2784649.500000 Penalty: 5075.856934
	Iteration 73Q: 3 clusters Score -2784650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2784659.750000 Penalty: 5075.856934
	Iteration 74Q: 3 clusters Score -2784660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2784666.000000 Penalty: 5075.856934
	Iteration 75Q: 3 clusters Score -2784666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2784672.000000 Penalty: 5075.856934
	Iteration 76Q: 3 clusters Score -2784672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -2784677.500000 Penalty: 5075.856934
	Iteration 77Q: 3 clusters Score -2784678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2784679.250000 Penalty: 5075.856934
	Iteration 78Q: 3 clusters Score -2784679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -2784686.000000 Penalty: 5075.856934
	Iteration 79Q: 3 clusters Score -2784686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2784689.000000 Penalty: 5075.856934
	Iteration 80F: 3 clusters Score -2784689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2784700.500000 Penalty: 5075.856934
	Iteration 81Q: 3 clusters Score -2784700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2784706.000000 Penalty: 5075.856934
	Iteration 82Q: 3 clusters Score -2784706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2784704.750000 Penalty: 5075.856934
	Iteration 83Q: 3 clusters Score -2784705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2784705.250000 Penalty: 5075.856934
	Iteration 84Q: 3 clusters Score -2784705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2784708.250000 Penalty: 5075.856934
	Iteration 85Q: 3 clusters Score -2784708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2784707.250000 Penalty: 5075.856934
	Iteration 86Q: 3 clusters Score -2784707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2784708.250000 Penalty: 5075.856934
	Iteration 87Q: 3 clusters Score -2784708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2784713.000000 Penalty: 5075.856934
	Iteration 88Q: 3 clusters Score -2784713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2784714.250000 Penalty: 5075.856934
	Iteration 89Q: 3 clusters Score -2784714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2784722.500000 Penalty: 5075.856934
	Iteration 90Q: 3 clusters Score -2784722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -2784722.750000 Penalty: 5075.856934
	Iteration 91Q: 3 clusters Score -2784723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2784724.250000 Penalty: 5075.856934
	Iteration 92Q: 3 clusters Score -2784724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2784724.500000 Penalty: 5075.856934
	Iteration 93Q: 3 clusters Score -2784724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2784725.750000 Penalty: 5075.856934
	Iteration 94Q: 3 clusters Score -2784726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -2784732.500000 Penalty: 5075.856934
	Iteration 95Q: 3 clusters Score -2784732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2784736.500000 Penalty: 5075.856934
	Iteration 96Q: 3 clusters Score -2784736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -2784734.250000 Penalty: 5075.856934
	Iteration 97Q: 3 clusters Score -2784734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2784744.000000 Penalty: 5075.856934
	Iteration 98Q: 3 clusters Score -2784744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2784743.500000 Penalty: 5075.856934
	Iteration 99Q: 3 clusters Score -2784744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2784746.750000 Penalty: 5075.856934
	Iteration 100F: 3 clusters Score -2784747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -2784746.750000 Penalty: 5075.856934
	Iteration 101Q: 3 clusters Score -2784747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2784747.500000 Penalty: 5075.856934
	Iteration 102Q: 3 clusters Score -2784748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -2784748.250000 Penalty: 5075.856934
	Iteration 103Q: 3 clusters Score -2784748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2784746.750000 Penalty: 5075.856934
	Iteration 104Q: 3 clusters Score -2784747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2784747.250000 Penalty: 5075.856934
	Iteration 105Q: 3 clusters Score -2784747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2784746.500000 Penalty: 5075.856934
	Iteration 106Q: 3 clusters Score -2784746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2784744.500000 Penalty: 5075.856934
	Iteration 107Q: 3 clusters Score -2784744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2784743.500000 Penalty: 5075.856934
	Iteration 108Q: 3 clusters Score -2784744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -2784747.000000 Penalty: 5075.856934
	Iteration 109Q: 3 clusters Score -2784747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2784749.250000 Penalty: 5075.856934
	Iteration 110Q: 3 clusters Score -2784749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2784759.250000 Penalty: 5075.856934
	Iteration 111Q: 3 clusters Score -2784759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2784759.750000 Penalty: 5075.856934
	Iteration 112Q: 3 clusters Score -2784760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2784765.250000 Penalty: 5075.856934
	Iteration 113Q: 3 clusters Score -2784765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2784763.250000 Penalty: 5075.856934
	Iteration 114Q: 3 clusters Score -2784763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2784763.750000 Penalty: 5075.856934
	Iteration 115Q: 3 clusters Score -2784764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -2784766.750000 Penalty: 5075.856934
	Iteration 116Q: 3 clusters Score -2784767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2784765.500000 Penalty: 5075.856934
	Iteration 117Q: 3 clusters Score -2784766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2784773.250000 Penalty: 5075.856934
	Iteration 118Q: 3 clusters Score -2784773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -2784775.250000 Penalty: 5075.856934
	Iteration 119Q: 3 clusters Score -2784775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2784779.500000 Penalty: 5075.856934
	Iteration 120F: 3 clusters Score -2784780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2784782.000000 Penalty: 5075.856934
	Iteration 121Q: 3 clusters Score -2784782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2784781.500000 Penalty: 5075.856934
	Iteration 122Q: 3 clusters Score -2784782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -2784781.250000 Penalty: 5075.856934
	Iteration 123Q: 3 clusters Score -2784781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2784783.250000 Penalty: 5075.856934
	Iteration 124Q: 3 clusters Score -2784783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2784784.000000 Penalty: 5075.856934
	Iteration 125Q: 3 clusters Score -2784784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2784781.000000 Penalty: 5075.856934
	Iteration 126Q: 3 clusters Score -2784781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2784784.000000 Penalty: 5075.856934
	Iteration 127Q: 3 clusters Score -2784784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2784784.000000 Penalty: 5075.856934
	Iteration 128F: 3 clusters Score -2784784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 17028 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 14377 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 14670 members 
Mstep: Class 26 contains 5206 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 6921 members 
Mstep: Class 30 contains 5737 members 
Mstep: Class 31 contains 25127 members 
Mstep: Class 32 contains 4506 members 
Mstep: Class 33 contains 3364 members 
Mstep: Class 34 contains 27822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58932916.000000 Penalty: 145648.796875
Iteration 79Q: 45 clusters Score -5.893292e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 25383 members 
Mstep: Class 4 contains 60791 members 
Mstep: Class 5 contains 28778 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 7 contains 16055 members 
Mstep: Class 8 contains 10344 members 
Mstep: Class 9 contains 17202 members 
Mstep: Class 10 contains 1918 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 42993 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 22679 members 
Mstep: Class 17 contains 97366 members 
Mstep: Class 18 contains 19051 members 
Mstep: Class 19 contains 13234 members 
Mstep: Class 20 contains 14864 members 
Mstep: Class 21 contains 14495 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 23782 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 14395 members 
Mstep: Class 26 contains 5358 members 
Mstep: Class 27 contains 11602 members 
Mstep: Class 28 contains 9386 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 25125 members 
Mstep: Class 32 contains 4522 members 
Mstep: Class 33 contains 3379 members 
Mstep: Class 34 contains 28259 members 
Mstep: Class 35 contains 31820 members 
Mstep: Class 36 contains 1030 members 
Mstep: Class 37 contains 1493 members 
Mstep: Class 38 contains 1589 members 
Mstep: Class 39 contains 3743 members 
Mstep: Class 40 contains 6495 members 
Mstep: Class 41 contains 12913 members 
Mstep: Class 42 contains 1843 members 
Mstep: Class 43 contains 2185 members 
Mstep: Class 44 contains 9627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58939276.000000 Penalty: 145648.796875
Iteration 80F: 45 clusters Score -5.893928e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 25354 members 
Mstep: Class 4 contains 61350 members 
Mstep: Class 5 contains 28731 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 15693 members 
Mstep: Class 8 contains 10206 members 
Mstep: Class 9 contains 17175 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 1369 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 42617 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 22621 members 
Mstep: Class 17 contains 97379 members 
Mstep: Class 18 contains 18880 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 14826 members 
Mstep: Class 21 contains 14568 members 
Mstep: Class 22 contains 3603 members 
Mstep: Class 23 contains 23730 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 13937 members 
Mstep: Class 26 contains 5408 members 
Mstep: Class 27 contains 11418 members 
Mstep: Class 28 contains 8710 members 
Mstep: Class 29 contains 6857 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 25128 members 
Mstep: Class 32 contains 4512 members 
Mstep: Class 33 contains 3355 members 
Mstep: Class 34 contains 28394 members 
Mstep: Class 35 contains 32512 members 
Mstep: Class 36 contains 1120 members 
Mstep: Class 37 contains 1769 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 3904 members 
Mstep: Class 40 contains 6552 members 
Mstep: Class 41 contains 13343 members 
Mstep: Class 42 contains 1980 members 
Mstep: Class 43 contains 2262 members 
Mstep: Class 44 contains 9728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58941880.000000 Penalty: 145648.796875
Iteration 81Q: 45 clusters Score -5.894188e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 25336 members 
Mstep: Class 4 contains 61801 members 
Mstep: Class 5 contains 28661 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 15517 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 17170 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 42342 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 22579 members 
Mstep: Class 17 contains 97439 members 
Mstep: Class 18 contains 18736 members 
Mstep: Class 19 contains 13150 members 
Mstep: Class 20 contains 14786 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 23654 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 13611 members 
Mstep: Class 26 contains 5458 members 
Mstep: Class 27 contains 11334 members 
Mstep: Class 28 contains 8234 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 5642 members 
Mstep: Class 31 contains 25136 members 
Mstep: Class 32 contains 4507 members 
Mstep: Class 33 contains 3333 members 
Mstep: Class 34 contains 28522 members 
Mstep: Class 35 contains 32909 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 1917 members 
Mstep: Class 38 contains 1675 members 
Mstep: Class 39 contains 3960 members 
Mstep: Class 40 contains 6607 members 
Mstep: Class 41 contains 13631 members 
Mstep: Class 42 contains 2075 members 
Mstep: Class 43 contains 2278 members 
Mstep: Class 44 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943524.000000 Penalty: 145648.796875
Iteration 82Q: 45 clusters Score -5.894352e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 25333 members 
Mstep: Class 4 contains 62145 members 
Mstep: Class 5 contains 28533 members 
Mstep: Class 6 contains 1155 members 
Mstep: Class 7 contains 15365 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 17155 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 13 contains 3730 members 
Mstep: Class 14 contains 42132 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 22554 members 
Mstep: Class 17 contains 97513 members 
Mstep: Class 18 contains 18616 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 14756 members 
Mstep: Class 21 contains 14688 members 
Mstep: Class 22 contains 3672 members 
Mstep: Class 23 contains 23576 members 
Mstep: Class 24 contains 2250 members 
Mstep: Class 25 contains 13372 members 
Mstep: Class 26 contains 5512 members 
Mstep: Class 27 contains 11279 members 
Mstep: Class 28 contains 7920 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 5638 members 
Mstep: Class 31 contains 25133 members 
Mstep: Class 32 contains 4512 members 
Mstep: Class 33 contains 3319 members 
Mstep: Class 34 contains 28665 members 
Mstep: Class 35 contains 33215 members 
Mstep: Class 36 contains 1213 members 
Mstep: Class 37 contains 2048 members 
Mstep: Class 38 contains 1696 members 
Mstep: Class 39 contains 4005 members 
Mstep: Class 40 contains 6644 members 
Mstep: Class 41 contains 13817 members 
Mstep: Class 42 contains 2128 members 
Mstep: Class 43 contains 2283 members 
Mstep: Class 44 contains 9720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58944536.000000 Penalty: 145648.796875
Iteration 83Q: 45 clusters Score -5.894454e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 25324 members 
Mstep: Class 4 contains 62446 members 
Mstep: Class 5 contains 28373 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 15266 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 17143 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 3706 members 
Mstep: Class 14 contains 41974 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 22531 members 
Mstep: Class 17 contains 97602 members 
Mstep: Class 18 contains 18498 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 21 contains 14716 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 23481 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 13175 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 11223 members 
Mstep: Class 28 contains 7679 members 
Mstep: Class 29 contains 6724 members 
Mstep: Class 30 contains 5632 members 
Mstep: Class 31 contains 25133 members 
Mstep: Class 32 contains 4523 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 28782 members 
Mstep: Class 35 contains 33475 members 
Mstep: Class 36 contains 1232 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1714 members 
Mstep: Class 39 contains 4043 members 
Mstep: Class 40 contains 6697 members 
Mstep: Class 41 contains 13971 members 
Mstep: Class 42 contains 2165 members 
Mstep: Class 43 contains 2278 members 
Mstep: Class 44 contains 9705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945072.000000 Penalty: 145648.796875
Iteration 84Q: 45 clusters Score -5.894507e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 62717 members 
Mstep: Class 5 contains 28178 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 9975 members 
Mstep: Class 9 contains 17136 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 41829 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22502 members 
Mstep: Class 17 contains 97668 members 
Mstep: Class 18 contains 18388 members 
Mstep: Class 19 contains 13059 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 14748 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 23418 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 13039 members 
Mstep: Class 26 contains 5601 members 
Mstep: Class 27 contains 11190 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 5630 members 
Mstep: Class 31 contains 25135 members 
Mstep: Class 32 contains 4537 members 
Mstep: Class 33 contains 3319 members 
Mstep: Class 34 contains 28888 members 
Mstep: Class 35 contains 33688 members 
Mstep: Class 36 contains 1247 members 
Mstep: Class 37 contains 2248 members 
Mstep: Class 38 contains 1728 members 
Mstep: Class 39 contains 4066 members 
Mstep: Class 40 contains 6755 members 
Mstep: Class 41 contains 14125 members 
Mstep: Class 42 contains 2183 members 
Mstep: Class 43 contains 2270 members 
Mstep: Class 44 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945472.000000 Penalty: 145648.796875
Iteration 85Q: 45 clusters Score -5.894547e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2486 members 
Mstep: Class 3 contains 25311 members 
Mstep: Class 4 contains 62950 members 
Mstep: Class 5 contains 28014 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 17122 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 41712 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 22483 members 
Mstep: Class 17 contains 97725 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 13023 members 
Mstep: Class 20 contains 14641 members 
Mstep: Class 21 contains 14772 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 23355 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 12936 members 
Mstep: Class 26 contains 5611 members 
Mstep: Class 27 contains 11177 members 
Mstep: Class 28 contains 7407 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 5629 members 
Mstep: Class 31 contains 25132 members 
Mstep: Class 32 contains 4543 members 
Mstep: Class 33 contains 3313 members 
Mstep: Class 34 contains 28966 members 
Mstep: Class 35 contains 33847 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 2343 members 
Mstep: Class 38 contains 1738 members 
Mstep: Class 39 contains 4091 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 14244 members 
Mstep: Class 42 contains 2201 members 
Mstep: Class 43 contains 2261 members 
Mstep: Class 44 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945824.000000 Penalty: 145648.796875
Iteration 86Q: 45 clusters Score -5.894582e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 25299 members 
Mstep: Class 4 contains 63123 members 
Mstep: Class 5 contains 27824 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 15027 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 17095 members 
Mstep: Class 10 contains 1851 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 41633 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 22468 members 
Mstep: Class 17 contains 97780 members 
Mstep: Class 18 contains 18172 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 14620 members 
Mstep: Class 21 contains 14800 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 23310 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 12849 members 
Mstep: Class 26 contains 5629 members 
Mstep: Class 27 contains 11165 members 
Mstep: Class 28 contains 7369 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 5628 members 
Mstep: Class 31 contains 25126 members 
Mstep: Class 32 contains 4546 members 
Mstep: Class 33 contains 3303 members 
Mstep: Class 34 contains 29027 members 
Mstep: Class 35 contains 33962 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 2437 members 
Mstep: Class 38 contains 1743 members 
Mstep: Class 39 contains 4112 members 
Mstep: Class 40 contains 6840 members 
Mstep: Class 41 contains 14361 members 
Mstep: Class 42 contains 2222 members 
Mstep: Class 43 contains 2253 members 
Mstep: Class 44 contains 9683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946188.000000 Penalty: 145648.796875
Iteration 87Q: 45 clusters Score -5.894619e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 25293 members 
Mstep: Class 4 contains 63279 members 
Mstep: Class 5 contains 27613 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 14983 members 
Mstep: Class 8 contains 9825 members 
Mstep: Class 9 contains 17076 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 12 contains 1375 members 
Mstep: Class 13 contains 3580 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22453 members 
Mstep: Class 17 contains 97835 members 
Mstep: Class 18 contains 18060 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 14593 members 
Mstep: Class 21 contains 14823 members 
Mstep: Class 22 contains 3766 members 
Mstep: Class 23 contains 23289 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 12748 members 
Mstep: Class 26 contains 5665 members 
Mstep: Class 27 contains 11139 members 
Mstep: Class 28 contains 7343 members 
Mstep: Class 29 contains 6683 members 
Mstep: Class 30 contains 5626 members 
Mstep: Class 31 contains 25129 members 
Mstep: Class 32 contains 4553 members 
Mstep: Class 33 contains 3301 members 
Mstep: Class 34 contains 29066 members 
Mstep: Class 35 contains 34037 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 2527 members 
Mstep: Class 38 contains 1748 members 
Mstep: Class 39 contains 4134 members 
Mstep: Class 40 contains 6882 members 
Mstep: Class 41 contains 14477 members 
Mstep: Class 42 contains 2246 members 
Mstep: Class 43 contains 2246 members 
Mstep: Class 44 contains 9681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58946712.000000 Penalty: 145648.796875
Iteration 88Q: 45 clusters Score -5.894671e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 25290 members 
Mstep: Class 4 contains 63443 members 
Mstep: Class 5 contains 27378 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 14922 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 41543 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 22441 members 
Mstep: Class 17 contains 97904 members 
Mstep: Class 18 contains 17954 members 
Mstep: Class 19 contains 12947 members 
Mstep: Class 20 contains 14568 members 
Mstep: Class 21 contains 14839 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 23265 members 
Mstep: Class 24 contains 2369 members 
Mstep: Class 25 contains 12656 members 
Mstep: Class 26 contains 5682 members 
Mstep: Class 27 contains 11110 members 
Mstep: Class 28 contains 7332 members 
Mstep: Class 29 contains 6683 members 
Mstep: Class 30 contains 5624 members 
Mstep: Class 31 contains 25124 members 
Mstep: Class 32 contains 4556 members 
Mstep: Class 33 contains 3299 members 
Mstep: Class 34 contains 29109 members 
Mstep: Class 35 contains 34096 members 
Mstep: Class 36 contains 1282 members 
Mstep: Class 37 contains 2590 members 
Mstep: Class 38 contains 1753 members 
Mstep: Class 39 contains 4155 members 
Mstep: Class 40 contains 6911 members 
Mstep: Class 41 contains 14601 members 
Mstep: Class 42 contains 2255 members 
Mstep: Class 43 contains 2248 members 
Mstep: Class 44 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947012.000000 Penalty: 145648.796875
Iteration 89Q: 45 clusters Score -5.894701e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 25280 members 
Mstep: Class 4 contains 63605 members 
Mstep: Class 5 contains 27142 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 14860 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 17019 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 41496 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 22422 members 
Mstep: Class 17 contains 97974 members 
Mstep: Class 18 contains 17829 members 
Mstep: Class 19 contains 12927 members 
Mstep: Class 20 contains 14547 members 
Mstep: Class 21 contains 14865 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 23238 members 
Mstep: Class 24 contains 2381 members 
Mstep: Class 25 contains 12617 members 
Mstep: Class 26 contains 5705 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 7349 members 
Mstep: Class 29 contains 6679 members 
Mstep: Class 30 contains 5622 members 
Mstep: Class 31 contains 25113 members 
Mstep: Class 32 contains 4571 members 
Mstep: Class 33 contains 3296 members 
Mstep: Class 34 contains 29128 members 
Mstep: Class 35 contains 34166 members 
Mstep: Class 36 contains 1282 members 
Mstep: Class 37 contains 2666 members 
Mstep: Class 38 contains 1760 members 
Mstep: Class 39 contains 4175 members 
Mstep: Class 40 contains 6948 members 
Mstep: Class 41 contains 14672 members 
Mstep: Class 42 contains 2264 members 
Mstep: Class 43 contains 2245 members 
Mstep: Class 44 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947256.000000 Penalty: 145648.796875
Iteration 90Q: 45 clusters Score -5.894726e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 25280 members 
Mstep: Class 4 contains 63748 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 14822 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 16988 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 41447 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 22407 members 
Mstep: Class 17 contains 98042 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 12902 members 
Mstep: Class 20 contains 14519 members 
Mstep: Class 21 contains 14893 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 12615 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 11065 members 
Mstep: Class 28 contains 7374 members 
Mstep: Class 29 contains 6676 members 
Mstep: Class 30 contains 5616 members 
Mstep: Class 31 contains 25104 members 
Mstep: Class 32 contains 4581 members 
Mstep: Class 33 contains 3294 members 
Mstep: Class 34 contains 29151 members 
Mstep: Class 35 contains 34215 members 
Mstep: Class 36 contains 1283 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 1765 members 
Mstep: Class 39 contains 4189 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 14742 members 
Mstep: Class 42 contains 2271 members 
Mstep: Class 43 contains 2242 members 
Mstep: Class 44 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947508.000000 Penalty: 145648.796875
Iteration 91Q: 45 clusters Score -5.894751e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2362 members 
Mstep: Class 3 contains 25277 members 
Mstep: Class 4 contains 63860 members 
Mstep: Class 5 contains 26718 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 14777 members 
Mstep: Class 8 contains 9628 members 
Mstep: Class 9 contains 16968 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 1379 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 41394 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22401 members 
Mstep: Class 17 contains 98093 members 
Mstep: Class 18 contains 17628 members 
Mstep: Class 19 contains 12870 members 
Mstep: Class 20 contains 14474 members 
Mstep: Class 21 contains 14914 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 23240 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 11047 members 
Mstep: Class 28 contains 7420 members 
Mstep: Class 29 contains 6675 members 
Mstep: Class 30 contains 5614 members 
Mstep: Class 31 contains 25100 members 
Mstep: Class 32 contains 4589 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 29168 members 
Mstep: Class 35 contains 34256 members 
Mstep: Class 36 contains 1282 members 
Mstep: Class 37 contains 2759 members 
Mstep: Class 38 contains 1766 members 
Mstep: Class 39 contains 4205 members 
Mstep: Class 40 contains 7012 members 
Mstep: Class 41 contains 14795 members 
Mstep: Class 42 contains 2278 members 
Mstep: Class 43 contains 2242 members 
Mstep: Class 44 contains 9662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947652.000000 Penalty: 145648.796875
Iteration 92Q: 45 clusters Score -5.894765e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2349 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 63967 members 
Mstep: Class 5 contains 26536 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 9607 members 
Mstep: Class 9 contains 16947 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 14 contains 41356 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 22391 members 
Mstep: Class 17 contains 98160 members 
Mstep: Class 18 contains 17555 members 
Mstep: Class 19 contains 12836 members 
Mstep: Class 20 contains 14438 members 
Mstep: Class 21 contains 14928 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 23233 members 
Mstep: Class 24 contains 2417 members 
Mstep: Class 25 contains 12633 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 7444 members 
Mstep: Class 29 contains 6673 members 
Mstep: Class 30 contains 5615 members 
Mstep: Class 31 contains 25097 members 
Mstep: Class 32 contains 4596 members 
Mstep: Class 33 contains 3288 members 
Mstep: Class 34 contains 29173 members 
Mstep: Class 35 contains 34272 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 2799 members 
Mstep: Class 38 contains 1770 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 7030 members 
Mstep: Class 41 contains 14819 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2239 members 
Mstep: Class 44 contains 9660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947972.000000 Penalty: 145648.796875
Iteration 93Q: 45 clusters Score -5.894797e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 26346 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 9583 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 1375 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 41318 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 22388 members 
Mstep: Class 17 contains 98231 members 
Mstep: Class 18 contains 17489 members 
Mstep: Class 19 contains 12800 members 
Mstep: Class 20 contains 14409 members 
Mstep: Class 21 contains 14932 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 23212 members 
Mstep: Class 24 contains 2429 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 5778 members 
Mstep: Class 27 contains 10983 members 
Mstep: Class 28 contains 7466 members 
Mstep: Class 29 contains 6676 members 
Mstep: Class 30 contains 5612 members 
Mstep: Class 31 contains 25095 members 
Mstep: Class 32 contains 4603 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 29180 members 
Mstep: Class 35 contains 34272 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 1771 members 
Mstep: Class 39 contains 4249 members 
Mstep: Class 40 contains 7050 members 
Mstep: Class 41 contains 14850 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2236 members 
Mstep: Class 44 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948160.000000 Penalty: 145648.796875
Iteration 94Q: 45 clusters Score -5.894816e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 25267 members 
Mstep: Class 4 contains 64147 members 
Mstep: Class 5 contains 26166 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 9552 members 
Mstep: Class 9 contains 16895 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 6387 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 41287 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22383 members 
Mstep: Class 17 contains 98304 members 
Mstep: Class 18 contains 17418 members 
Mstep: Class 19 contains 12767 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 14932 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 23183 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 12707 members 
Mstep: Class 26 contains 5776 members 
Mstep: Class 27 contains 10951 members 
Mstep: Class 28 contains 7485 members 
Mstep: Class 29 contains 6680 members 
Mstep: Class 30 contains 5611 members 
Mstep: Class 31 contains 25091 members 
Mstep: Class 32 contains 4613 members 
Mstep: Class 33 contains 3282 members 
Mstep: Class 34 contains 29193 members 
Mstep: Class 35 contains 34273 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 1773 members 
Mstep: Class 39 contains 4267 members 
Mstep: Class 40 contains 7073 members 
Mstep: Class 41 contains 14874 members 
Mstep: Class 42 contains 2282 members 
Mstep: Class 43 contains 2236 members 
Mstep: Class 44 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948268.000000 Penalty: 145648.796875
Iteration 95Q: 45 clusters Score -5.894827e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2333 members 
Mstep: Class 3 contains 25268 members 
Mstep: Class 4 contains 64211 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 14675 members 
Mstep: Class 8 contains 9516 members 
Mstep: Class 9 contains 16863 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 14 contains 41257 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22380 members 
Mstep: Class 17 contains 98376 members 
Mstep: Class 18 contains 17363 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 14935 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 23167 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 12737 members 
Mstep: Class 26 contains 5777 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 7506 members 
Mstep: Class 29 contains 6678 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25083 members 
Mstep: Class 32 contains 4628 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 34284 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 1775 members 
Mstep: Class 39 contains 4284 members 
Mstep: Class 40 contains 7098 members 
Mstep: Class 41 contains 14910 members 
Mstep: Class 42 contains 2278 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948364.000000 Penalty: 145648.796875
Iteration 96Q: 45 clusters Score -5.894836e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 25265 members 
Mstep: Class 4 contains 64292 members 
Mstep: Class 5 contains 25848 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 14643 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 16835 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 41229 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 98446 members 
Mstep: Class 18 contains 17309 members 
Mstep: Class 19 contains 12719 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 14930 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 23138 members 
Mstep: Class 24 contains 2453 members 
Mstep: Class 25 contains 12759 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10897 members 
Mstep: Class 28 contains 7524 members 
Mstep: Class 29 contains 6688 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 25082 members 
Mstep: Class 32 contains 4644 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 29202 members 
Mstep: Class 35 contains 34293 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 2929 members 
Mstep: Class 38 contains 1774 members 
Mstep: Class 39 contains 4295 members 
Mstep: Class 40 contains 7130 members 
Mstep: Class 41 contains 14954 members 
Mstep: Class 42 contains 2281 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 9659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948660.000000 Penalty: 145648.796875
Iteration 97Q: 45 clusters Score -5.894866e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 25263 members 
Mstep: Class 4 contains 64361 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 14609 members 
Mstep: Class 8 contains 9467 members 
Mstep: Class 9 contains 16817 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 6680 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 41207 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 22376 members 
Mstep: Class 17 contains 98502 members 
Mstep: Class 18 contains 17247 members 
Mstep: Class 19 contains 12702 members 
Mstep: Class 20 contains 14278 members 
Mstep: Class 21 contains 14933 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 23117 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 12780 members 
Mstep: Class 26 contains 5797 members 
Mstep: Class 27 contains 10882 members 
Mstep: Class 28 contains 7534 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 25075 members 
Mstep: Class 32 contains 4652 members 
Mstep: Class 33 contains 3272 members 
Mstep: Class 34 contains 29215 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 2949 members 
Mstep: Class 38 contains 1774 members 
Mstep: Class 39 contains 4301 members 
Mstep: Class 40 contains 7155 members 
Mstep: Class 41 contains 14996 members 
Mstep: Class 42 contains 2280 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948700.000000 Penalty: 145648.796875
Iteration 98Q: 45 clusters Score -5.89487e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 25263 members 
Mstep: Class 4 contains 64426 members 
Mstep: Class 5 contains 25531 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 14586 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 16800 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3474 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 22373 members 
Mstep: Class 17 contains 98570 members 
Mstep: Class 18 contains 17214 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 14241 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 23086 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 12778 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 10870 members 
Mstep: Class 28 contains 7540 members 
Mstep: Class 29 contains 6706 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 25065 members 
Mstep: Class 32 contains 4660 members 
Mstep: Class 33 contains 3268 members 
Mstep: Class 34 contains 29223 members 
Mstep: Class 35 contains 34308 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 2959 members 
Mstep: Class 38 contains 1774 members 
Mstep: Class 39 contains 4311 members 
Mstep: Class 40 contains 7178 members 
Mstep: Class 41 contains 15051 members 
Mstep: Class 42 contains 2278 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58948888.000000 Penalty: 145648.796875
Iteration 99Q: 45 clusters Score -5.894889e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 25263 members 
Mstep: Class 4 contains 64480 members 
Mstep: Class 5 contains 25370 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 14566 members 
Mstep: Class 8 contains 9439 members 
Mstep: Class 9 contains 16783 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 41158 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 22372 members 
Mstep: Class 17 contains 98624 members 
Mstep: Class 18 contains 17177 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 14218 members 
Mstep: Class 21 contains 14944 members 
Mstep: Class 22 contains 4040 members 
Mstep: Class 23 contains 23071 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 12813 members 
Mstep: Class 26 contains 5791 members 
Mstep: Class 27 contains 10856 members 
Mstep: Class 28 contains 7548 members 
Mstep: Class 29 contains 6709 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 25057 members 
Mstep: Class 32 contains 4670 members 
Mstep: Class 33 contains 3265 members 
Mstep: Class 34 contains 29230 members 
Mstep: Class 35 contains 34313 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 2974 members 
Mstep: Class 38 contains 1775 members 
Mstep: Class 39 contains 4318 members 
Mstep: Class 40 contains 7193 members 
Mstep: Class 41 contains 15090 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 2230 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949384.000000 Penalty: 145648.796875
Iteration 100F: 45 clusters Score -5.894938e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25262 members 
Mstep: Class 4 contains 64529 members 
Mstep: Class 5 contains 25224 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 14536 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 9 contains 16768 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3457 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 22371 members 
Mstep: Class 17 contains 98679 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 12605 members 
Mstep: Class 20 contains 14170 members 
Mstep: Class 21 contains 14951 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 23060 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 5798 members 
Mstep: Class 27 contains 10853 members 
Mstep: Class 28 contains 7560 members 
Mstep: Class 29 contains 6716 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 25049 members 
Mstep: Class 32 contains 4684 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 29248 members 
Mstep: Class 35 contains 34307 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 1775 members 
Mstep: Class 39 contains 4319 members 
Mstep: Class 40 contains 7212 members 
Mstep: Class 41 contains 15135 members 
Mstep: Class 42 contains 2276 members 
Mstep: Class 43 contains 2229 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949348.000000 Penalty: 145648.796875
Iteration 101Q: 45 clusters Score -5.894935e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 25264 members 
Mstep: Class 4 contains 64560 members 
Mstep: Class 5 contains 25115 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 14509 members 
Mstep: Class 8 contains 9394 members 
Mstep: Class 9 contains 16746 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 41070 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 22365 members 
Mstep: Class 17 contains 98715 members 
Mstep: Class 18 contains 17101 members 
Mstep: Class 19 contains 12566 members 
Mstep: Class 20 contains 14135 members 
Mstep: Class 21 contains 14953 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 23054 members 
Mstep: Class 24 contains 2507 members 
Mstep: Class 25 contains 12858 members 
Mstep: Class 26 contains 5797 members 
Mstep: Class 27 contains 10849 members 
Mstep: Class 28 contains 7563 members 
Mstep: Class 29 contains 6732 members 
Mstep: Class 30 contains 5610 members 
Mstep: Class 31 contains 25041 members 
Mstep: Class 32 contains 4695 members 
Mstep: Class 33 contains 3260 members 
Mstep: Class 34 contains 29251 members 
Mstep: Class 35 contains 34299 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 3071 members 
Mstep: Class 38 contains 1776 members 
Mstep: Class 39 contains 4318 members 
Mstep: Class 40 contains 7235 members 
Mstep: Class 41 contains 15161 members 
Mstep: Class 42 contains 2273 members 
Mstep: Class 43 contains 2229 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949636.000000 Penalty: 145648.796875
Iteration 102Q: 45 clusters Score -5.894964e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25263 members 
Mstep: Class 4 contains 64590 members 
Mstep: Class 5 contains 25021 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 8 contains 9379 members 
Mstep: Class 9 contains 16730 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 41034 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 22363 members 
Mstep: Class 17 contains 98756 members 
Mstep: Class 18 contains 17045 members 
Mstep: Class 19 contains 12536 members 
Mstep: Class 20 contains 14098 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 23053 members 
Mstep: Class 24 contains 2508 members 
Mstep: Class 25 contains 12892 members 
Mstep: Class 26 contains 5800 members 
Mstep: Class 27 contains 10843 members 
Mstep: Class 28 contains 7561 members 
Mstep: Class 29 contains 6751 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25039 members 
Mstep: Class 32 contains 4709 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 29250 members 
Mstep: Class 35 contains 34287 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 3102 members 
Mstep: Class 38 contains 1776 members 
Mstep: Class 39 contains 4321 members 
Mstep: Class 40 contains 7261 members 
Mstep: Class 41 contains 15195 members 
Mstep: Class 42 contains 2270 members 
Mstep: Class 43 contains 2227 members 
Mstep: Class 44 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949712.000000 Penalty: 145648.796875
Iteration 103Q: 45 clusters Score -5.894971e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 25265 members 
Mstep: Class 4 contains 64615 members 
Mstep: Class 5 contains 24935 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 14462 members 
Mstep: Class 8 contains 9364 members 
Mstep: Class 9 contains 16710 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 22362 members 
Mstep: Class 17 contains 98814 members 
Mstep: Class 18 contains 17006 members 
Mstep: Class 19 contains 12502 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 23030 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 12932 members 
Mstep: Class 26 contains 5798 members 
Mstep: Class 27 contains 10833 members 
Mstep: Class 28 contains 7565 members 
Mstep: Class 29 contains 6758 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25038 members 
Mstep: Class 32 contains 4723 members 
Mstep: Class 33 contains 3258 members 
Mstep: Class 34 contains 29243 members 
Mstep: Class 35 contains 34271 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 1776 members 
Mstep: Class 39 contains 4325 members 
Mstep: Class 40 contains 7284 members 
Mstep: Class 41 contains 15242 members 
Mstep: Class 42 contains 2266 members 
Mstep: Class 43 contains 2225 members 
Mstep: Class 44 contains 9650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949792.000000 Penalty: 145648.796875
Iteration 104Q: 45 clusters Score -5.894979e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2282 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 64635 members 
Mstep: Class 5 contains 24859 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 14443 members 
Mstep: Class 8 contains 9347 members 
Mstep: Class 9 contains 16681 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3389 members 
Mstep: Class 14 contains 40934 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 22360 members 
Mstep: Class 17 contains 98870 members 
Mstep: Class 18 contains 16969 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 14020 members 
Mstep: Class 21 contains 14929 members 
Mstep: Class 22 contains 4098 members 
Mstep: Class 23 contains 22998 members 
Mstep: Class 24 contains 2524 members 
Mstep: Class 25 contains 12980 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 7573 members 
Mstep: Class 29 contains 6774 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25036 members 
Mstep: Class 32 contains 4740 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 29241 members 
Mstep: Class 35 contains 34257 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 3153 members 
Mstep: Class 38 contains 1777 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 7308 members 
Mstep: Class 41 contains 15277 members 
Mstep: Class 42 contains 2265 members 
Mstep: Class 43 contains 2223 members 
Mstep: Class 44 contains 9650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58949740.000000 Penalty: 145648.796875
Iteration 105Q: 45 clusters Score -5.894974e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 25272 members 
Mstep: Class 4 contains 64657 members 
Mstep: Class 5 contains 24780 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14423 members 
Mstep: Class 8 contains 9330 members 
Mstep: Class 9 contains 16655 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 14 contains 40883 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22358 members 
Mstep: Class 17 contains 98917 members 
Mstep: Class 18 contains 16932 members 
Mstep: Class 19 contains 12445 members 
Mstep: Class 20 contains 13985 members 
Mstep: Class 21 contains 14928 members 
Mstep: Class 22 contains 4106 members 
Mstep: Class 23 contains 22976 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 13024 members 
Mstep: Class 26 contains 5803 members 
Mstep: Class 27 contains 10826 members 
Mstep: Class 28 contains 7576 members 
Mstep: Class 29 contains 6793 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25032 members 
Mstep: Class 32 contains 4757 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 29230 members 
Mstep: Class 35 contains 34249 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 3159 members 
Mstep: Class 38 contains 1777 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 7331 members 
Mstep: Class 41 contains 15310 members 
Mstep: Class 42 contains 2264 members 
Mstep: Class 43 contains 2223 members 
Mstep: Class 44 contains 9653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950128.000000 Penalty: 145648.796875
Iteration 106Q: 45 clusters Score -5.895013e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 25272 members 
Mstep: Class 4 contains 64674 members 
Mstep: Class 5 contains 24708 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14414 members 
Mstep: Class 8 contains 9313 members 
Mstep: Class 9 contains 16634 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 7525 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 40856 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22356 members 
Mstep: Class 17 contains 98955 members 
Mstep: Class 18 contains 16888 members 
Mstep: Class 19 contains 12417 members 
Mstep: Class 20 contains 13962 members 
Mstep: Class 21 contains 14929 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 22951 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 5803 members 
Mstep: Class 27 contains 10824 members 
Mstep: Class 28 contains 7577 members 
Mstep: Class 29 contains 6812 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25027 members 
Mstep: Class 32 contains 4771 members 
Mstep: Class 33 contains 3255 members 
Mstep: Class 34 contains 29225 members 
Mstep: Class 35 contains 34244 members 
Mstep: Class 36 contains 1267 members 
Mstep: Class 37 contains 3167 members 
Mstep: Class 38 contains 1779 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7353 members 
Mstep: Class 41 contains 15335 members 
Mstep: Class 42 contains 2261 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950204.000000 Penalty: 145648.796875
Iteration 107Q: 45 clusters Score -5.89502e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 64696 members 
Mstep: Class 5 contains 24635 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14403 members 
Mstep: Class 8 contains 9311 members 
Mstep: Class 9 contains 16610 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 7584 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 40839 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 98982 members 
Mstep: Class 18 contains 16832 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 13939 members 
Mstep: Class 21 contains 14927 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 22944 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 10823 members 
Mstep: Class 28 contains 7572 members 
Mstep: Class 29 contains 6833 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 25023 members 
Mstep: Class 32 contains 4797 members 
Mstep: Class 33 contains 3255 members 
Mstep: Class 34 contains 29224 members 
Mstep: Class 35 contains 34236 members 
Mstep: Class 36 contains 1268 members 
Mstep: Class 37 contains 3176 members 
Mstep: Class 38 contains 1781 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7382 members 
Mstep: Class 41 contains 15354 members 
Mstep: Class 42 contains 2257 members 
Mstep: Class 43 contains 2221 members 
Mstep: Class 44 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950388.000000 Penalty: 145648.796875
Iteration 108Q: 45 clusters Score -5.895039e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 64724 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 9304 members 
Mstep: Class 9 contains 16592 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 40818 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 22353 members 
Mstep: Class 17 contains 99015 members 
Mstep: Class 18 contains 16769 members 
Mstep: Class 19 contains 12351 members 
Mstep: Class 20 contains 13902 members 
Mstep: Class 21 contains 14927 members 
Mstep: Class 22 contains 4154 members 
Mstep: Class 23 contains 22930 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 13104 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 10822 members 
Mstep: Class 28 contains 7570 members 
Mstep: Class 29 contains 6852 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 25022 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 3255 members 
Mstep: Class 34 contains 29219 members 
Mstep: Class 35 contains 34227 members 
Mstep: Class 36 contains 1268 members 
Mstep: Class 37 contains 3180 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7405 members 
Mstep: Class 41 contains 15373 members 
Mstep: Class 42 contains 2258 members 
Mstep: Class 43 contains 2221 members 
Mstep: Class 44 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950540.000000 Penalty: 145648.796875
Iteration 109Q: 45 clusters Score -5.895054e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 25280 members 
Mstep: Class 4 contains 64740 members 
Mstep: Class 5 contains 24493 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14399 members 
Mstep: Class 8 contains 9299 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 40803 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 22354 members 
Mstep: Class 17 contains 99033 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 12329 members 
Mstep: Class 20 contains 13873 members 
Mstep: Class 21 contains 14924 members 
Mstep: Class 22 contains 4163 members 
Mstep: Class 23 contains 22924 members 
Mstep: Class 24 contains 2548 members 
Mstep: Class 25 contains 13109 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 10821 members 
Mstep: Class 28 contains 7572 members 
Mstep: Class 29 contains 6862 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 25025 members 
Mstep: Class 32 contains 4856 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 29212 members 
Mstep: Class 35 contains 34220 members 
Mstep: Class 36 contains 1268 members 
Mstep: Class 37 contains 3183 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7415 members 
Mstep: Class 41 contains 15399 members 
Mstep: Class 42 contains 2265 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950608.000000 Penalty: 145648.796875
Iteration 110Q: 45 clusters Score -5.895061e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 25280 members 
Mstep: Class 4 contains 64748 members 
Mstep: Class 5 contains 24425 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14393 members 
Mstep: Class 8 contains 9303 members 
Mstep: Class 9 contains 16563 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 40777 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 99067 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 12311 members 
Mstep: Class 20 contains 13854 members 
Mstep: Class 21 contains 14917 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 22903 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 5804 members 
Mstep: Class 27 contains 10818 members 
Mstep: Class 28 contains 7570 members 
Mstep: Class 29 contains 6872 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 25018 members 
Mstep: Class 32 contains 4875 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 29213 members 
Mstep: Class 35 contains 34205 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 3192 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7424 members 
Mstep: Class 41 contains 15430 members 
Mstep: Class 42 contains 2271 members 
Mstep: Class 43 contains 2221 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950568.000000 Penalty: 145648.796875
Iteration 111Q: 45 clusters Score -5.895057e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 25281 members 
Mstep: Class 4 contains 64762 members 
Mstep: Class 5 contains 24344 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14378 members 
Mstep: Class 8 contains 9309 members 
Mstep: Class 9 contains 16544 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 40766 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 99100 members 
Mstep: Class 18 contains 16679 members 
Mstep: Class 19 contains 12294 members 
Mstep: Class 20 contains 13828 members 
Mstep: Class 21 contains 14914 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 22880 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 5805 members 
Mstep: Class 27 contains 10818 members 
Mstep: Class 28 contains 7569 members 
Mstep: Class 29 contains 6884 members 
Mstep: Class 30 contains 5610 members 
Mstep: Class 31 contains 25013 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29210 members 
Mstep: Class 35 contains 34191 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 3216 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7428 members 
Mstep: Class 41 contains 15449 members 
Mstep: Class 42 contains 2276 members 
Mstep: Class 43 contains 2221 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950792.000000 Penalty: 145648.796875
Iteration 112Q: 45 clusters Score -5.895079e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 25277 members 
Mstep: Class 4 contains 64773 members 
Mstep: Class 5 contains 24278 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 9310 members 
Mstep: Class 9 contains 16528 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 8021 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 40752 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 99123 members 
Mstep: Class 18 contains 16668 members 
Mstep: Class 19 contains 12273 members 
Mstep: Class 20 contains 13815 members 
Mstep: Class 21 contains 14906 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 22857 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 5804 members 
Mstep: Class 27 contains 10816 members 
Mstep: Class 28 contains 7569 members 
Mstep: Class 29 contains 6891 members 
Mstep: Class 30 contains 5610 members 
Mstep: Class 31 contains 25002 members 
Mstep: Class 32 contains 4909 members 
Mstep: Class 33 contains 3249 members 
Mstep: Class 34 contains 29205 members 
Mstep: Class 35 contains 34171 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 7435 members 
Mstep: Class 41 contains 15471 members 
Mstep: Class 42 contains 2278 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950792.000000 Penalty: 145648.796875
Iteration 113Q: 45 clusters Score -5.895079e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 25275 members 
Mstep: Class 4 contains 64776 members 
Mstep: Class 5 contains 24222 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14356 members 
Mstep: Class 8 contains 9316 members 
Mstep: Class 9 contains 16499 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 40739 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99149 members 
Mstep: Class 18 contains 16660 members 
Mstep: Class 19 contains 12248 members 
Mstep: Class 20 contains 13784 members 
Mstep: Class 21 contains 14902 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 22839 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 5800 members 
Mstep: Class 27 contains 10813 members 
Mstep: Class 28 contains 7571 members 
Mstep: Class 29 contains 6893 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24994 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29203 members 
Mstep: Class 35 contains 34154 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 7438 members 
Mstep: Class 41 contains 15473 members 
Mstep: Class 42 contains 2281 members 
Mstep: Class 43 contains 2223 members 
Mstep: Class 44 contains 9646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950848.000000 Penalty: 145648.796875
Iteration 114Q: 45 clusters Score -5.895085e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 64787 members 
Mstep: Class 5 contains 24167 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14350 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 8251 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 40712 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99169 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 12215 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 14900 members 
Mstep: Class 22 contains 4211 members 
Mstep: Class 23 contains 22826 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 13117 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 10814 members 
Mstep: Class 28 contains 7573 members 
Mstep: Class 29 contains 6893 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 24994 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29188 members 
Mstep: Class 35 contains 34133 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 3245 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 7447 members 
Mstep: Class 41 contains 15489 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2223 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950776.000000 Penalty: 145648.796875
Iteration 115Q: 45 clusters Score -5.895078e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 4 contains 64783 members 
Mstep: Class 5 contains 24122 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14344 members 
Mstep: Class 8 contains 9304 members 
Mstep: Class 9 contains 16468 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 8376 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 40676 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99193 members 
Mstep: Class 18 contains 16634 members 
Mstep: Class 19 contains 12190 members 
Mstep: Class 20 contains 13721 members 
Mstep: Class 21 contains 14893 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 22811 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 13140 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 7571 members 
Mstep: Class 29 contains 6896 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24991 members 
Mstep: Class 32 contains 4943 members 
Mstep: Class 33 contains 3252 members 
Mstep: Class 34 contains 29181 members 
Mstep: Class 35 contains 34114 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 3250 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 7449 members 
Mstep: Class 41 contains 15502 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2221 members 
Mstep: Class 44 contains 9647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950996.000000 Penalty: 145648.796875
Iteration 116Q: 45 clusters Score -5.8951e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25266 members 
Mstep: Class 4 contains 64791 members 
Mstep: Class 5 contains 24070 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14341 members 
Mstep: Class 8 contains 9304 members 
Mstep: Class 9 contains 16452 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 40650 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99220 members 
Mstep: Class 18 contains 16622 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 13688 members 
Mstep: Class 21 contains 14885 members 
Mstep: Class 22 contains 4236 members 
Mstep: Class 23 contains 22789 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 13176 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 7563 members 
Mstep: Class 29 contains 6907 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24988 members 
Mstep: Class 32 contains 4951 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29170 members 
Mstep: Class 35 contains 34093 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 7454 members 
Mstep: Class 41 contains 15524 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2223 members 
Mstep: Class 44 contains 9647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58950952.000000 Penalty: 145648.796875
Iteration 117Q: 45 clusters Score -5.895095e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 25264 members 
Mstep: Class 4 contains 64791 members 
Mstep: Class 5 contains 24031 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14336 members 
Mstep: Class 8 contains 9302 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 8591 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 40609 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99250 members 
Mstep: Class 18 contains 16607 members 
Mstep: Class 19 contains 12129 members 
Mstep: Class 20 contains 13659 members 
Mstep: Class 21 contains 14879 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 22763 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 13211 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 7562 members 
Mstep: Class 29 contains 6914 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24983 members 
Mstep: Class 32 contains 4956 members 
Mstep: Class 33 contains 3250 members 
Mstep: Class 34 contains 29156 members 
Mstep: Class 35 contains 34069 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 3272 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 7458 members 
Mstep: Class 41 contains 15553 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2223 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58951080.000000 Penalty: 145648.796875
Iteration 118Q: 45 clusters Score -5.895108e+07 nChanged 608
Entering ConstructFrom: 
Score: -58951080.000000 Penalty: 145648.796875
Entering ConstructFrom: 
Trying to split cluster 1 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -647240.750000 Penalty: 2204.719482
	Iteration 0F: 2 clusters Score -647240.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -641336.937500 Penalty: 4409.438965
	Iteration 0F: 3 clusters Score -641336.9 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -643090.875000 Penalty: 4409.438965
	Iteration 1F: 3 clusters Score -643090.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -643598.750000 Penalty: 4409.438965
	Iteration 2F: 3 clusters Score -643598.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -644072.812500 Penalty: 4409.438965
	Iteration 3F: 3 clusters Score -644072.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -644601.187500 Penalty: 4409.438965
	Iteration 4F: 3 clusters Score -644601.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -645061.000000 Penalty: 4409.438965
	Iteration 5F: 3 clusters Score -645061 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -645429.187500 Penalty: 4409.438965
	Iteration 6F: 3 clusters Score -645429.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -645717.000000 Penalty: 4409.438965
	Iteration 7F: 3 clusters Score -645717 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -645961.625000 Penalty: 4409.438965
	Iteration 8Q: 3 clusters Score -645961.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -646173.125000 Penalty: 4409.438965
	Iteration 9Q: 3 clusters Score -646173.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -646300.125000 Penalty: 4409.438965
	Iteration 10Q: 3 clusters Score -646300.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -646371.687500 Penalty: 4409.438965
	Iteration 11Q: 3 clusters Score -646371.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -646417.375000 Penalty: 4409.438965
	Iteration 12Q: 3 clusters Score -646417.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -646441.375000 Penalty: 4409.438965
	Iteration 13Q: 3 clusters Score -646441.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -646465.812500 Penalty: 4409.438965
	Iteration 14Q: 3 clusters Score -646465.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -646480.625000 Penalty: 4409.438965
	Iteration 15Q: 3 clusters Score -646480.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -646494.812500 Penalty: 4409.438965
	Iteration 16Q: 3 clusters Score -646494.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -646501.750000 Penalty: 4409.438965
	Iteration 17Q: 3 clusters Score -646501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -646509.437500 Penalty: 4409.438965
	Iteration 18Q: 3 clusters Score -646509.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -646515.562500 Penalty: 4409.438965
	Iteration 19Q: 3 clusters Score -646515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -646519.937500 Penalty: 4409.438965
	Iteration 20F: 3 clusters Score -646519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -646524.937500 Penalty: 4409.438965
	Iteration 21Q: 3 clusters Score -646524.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -646528.125000 Penalty: 4409.438965
	Iteration 22Q: 3 clusters Score -646528.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -646535.000000 Penalty: 4409.438965
	Iteration 23Q: 3 clusters Score -646535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -646539.000000 Penalty: 4409.438965
	Iteration 24Q: 3 clusters Score -646539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -646544.000000 Penalty: 4409.438965
	Iteration 25Q: 3 clusters Score -646544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -646549.687500 Penalty: 4409.438965
	Iteration 26Q: 3 clusters Score -646549.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -646550.562500 Penalty: 4409.438965
	Iteration 27Q: 3 clusters Score -646550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -646553.500000 Penalty: 4409.438965
	Iteration 28Q: 3 clusters Score -646553.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -646553.562500 Penalty: 4409.438965
	Iteration 29Q: 3 clusters Score -646553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -646557.750000 Penalty: 4409.438965
	Iteration 30Q: 3 clusters Score -646557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -646558.125000 Penalty: 4409.438965
	Iteration 31Q: 3 clusters Score -646558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -646557.187500 Penalty: 4409.438965
	Iteration 32Q: 3 clusters Score -646557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -646556.937500 Penalty: 4409.438965
	Iteration 33Q: 3 clusters Score -646556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -646555.937500 Penalty: 4409.438965
	Iteration 34Q: 3 clusters Score -646555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -646559.750000 Penalty: 4409.438965
	Iteration 35Q: 3 clusters Score -646559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -646559.750000 Penalty: 4409.438965
	Iteration 36Q: 3 clusters Score -646559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -646559.750000 Penalty: 4409.438965
	Iteration 37Q: 3 clusters Score -646559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -646563.937500 Penalty: 4409.438965
	Iteration 38Q: 3 clusters Score -646563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -646566.500000 Penalty: 4409.438965
	Iteration 39Q: 3 clusters Score -646566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -646568.812500 Penalty: 4409.438965
	Iteration 40F: 3 clusters Score -646568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -646569.250000 Penalty: 4409.438965
	Iteration 41Q: 3 clusters Score -646569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -646571.062500 Penalty: 4409.438965
	Iteration 42Q: 3 clusters Score -646571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -646572.750000 Penalty: 4409.438965
	Iteration 43Q: 3 clusters Score -646572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -646573.125000 Penalty: 4409.438965
	Iteration 44Q: 3 clusters Score -646573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -646573.125000 Penalty: 4409.438965
	Iteration 45F: 3 clusters Score -646573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -191666.031250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -191666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -188886.125000 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -188886.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -189513.062500 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -189513.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -189796.468750 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -189796.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190002.468750 Penalty: 3834.166748
	Iteration 3F: 3 clusters Score -190002.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -190149.359375 Penalty: 3834.166748
	Iteration 4F: 3 clusters Score -190149.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -190224.937500 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -190224.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -190279.562500 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -190279.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -190324.000000 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -190324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -190348.656250 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -190348.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -190363.937500 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -190363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -190373.921875 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -190373.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -190388.203125 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -190388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -190398.796875 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -190398.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -190404.453125 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -190404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190410.843750 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -190410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -190416.656250 Penalty: 3834.166748
	Iteration 15Q: 3 clusters Score -190416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -190420.796875 Penalty: 3834.166748
	Iteration 16Q: 3 clusters Score -190420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190423.296875 Penalty: 3834.166748
	Iteration 17Q: 3 clusters Score -190423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -190424.593750 Penalty: 3834.166748
	Iteration 18Q: 3 clusters Score -190424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190424.531250 Penalty: 3834.166748
	Iteration 19Q: 3 clusters Score -190424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190424.531250 Penalty: 3834.166748
	Iteration 20F: 3 clusters Score -190424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Entering Unmasked Estep 
Score: -2593119.750000 Penalty: 2514.058838
	Iteration 0F: 2 clusters Score -2593120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2575668.250000 Penalty: 5028.117676
	Iteration 0F: 3 clusters Score -2575668 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2581632.000000 Penalty: 5028.117676
	Iteration 1F: 3 clusters Score -2581632 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2582063.500000 Penalty: 5028.117676
	Iteration 2Q: 3 clusters Score -2582064 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2582467.500000 Penalty: 5028.117676
	Iteration 3Q: 3 clusters Score -2582468 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2583024.000000 Penalty: 5028.117676
	Iteration 4Q: 3 clusters Score -2583024 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2583747.000000 Penalty: 5028.117676
	Iteration 5F: 3 clusters Score -2583747 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2584738.500000 Penalty: 5028.117676
	Iteration 6F: 3 clusters Score -2584738 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2585853.000000 Penalty: 5028.117676
	Iteration 7F: 3 clusters Score -2585853 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2586823.500000 Penalty: 5028.117676
	Iteration 8F: 3 clusters Score -2586824 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2587546.250000 Penalty: 5028.117676
	Iteration 9F: 3 clusters Score -2587546 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2588035.000000 Penalty: 5028.117676
	Iteration 10Q: 3 clusters Score -2588035 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2588313.500000 Penalty: 5028.117676
	Iteration 11Q: 3 clusters Score -2588314 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2588521.250000 Penalty: 5028.117676
	Iteration 12Q: 3 clusters Score -2588521 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2588677.500000 Penalty: 5028.117676
	Iteration 13Q: 3 clusters Score -2588678 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2588814.500000 Penalty: 5028.117676
	Iteration 14Q: 3 clusters Score -2588814 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2588957.500000 Penalty: 5028.117676
	Iteration 15Q: 3 clusters Score -2588958 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2589085.750000 Penalty: 5028.117676
	Iteration 16Q: 3 clusters Score -2589086 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2589235.250000 Penalty: 5028.117676
	Iteration 17Q: 3 clusters Score -2589235 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2589407.000000 Penalty: 5028.117676
	Iteration 18Q: 3 clusters Score -2589407 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2589512.750000 Penalty: 5028.117676
	Iteration 19Q: 3 clusters Score -2589513 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2589625.750000 Penalty: 5028.117676
	Iteration 20F: 3 clusters Score -2589626 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2589732.750000 Penalty: 5028.117676
	Iteration 21Q: 3 clusters Score -2589733 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2589828.250000 Penalty: 5028.117676
	Iteration 22Q: 3 clusters Score -2589828 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2589924.750000 Penalty: 5028.117676
	Iteration 23Q: 3 clusters Score -2589925 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2590020.500000 Penalty: 5028.117676
	Iteration 24Q: 3 clusters Score -2590020 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2590124.250000 Penalty: 5028.117676
	Iteration 25Q: 3 clusters Score -2590124 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2590231.250000 Penalty: 5028.117676
	Iteration 26Q: 3 clusters Score -2590231 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2590336.250000 Penalty: 5028.117676
	Iteration 27Q: 3 clusters Score -2590336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2590396.750000 Penalty: 5028.117676
	Iteration 28Q: 3 clusters Score -2590397 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2590476.250000 Penalty: 5028.117676
	Iteration 29Q: 3 clusters Score -2590476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2590543.500000 Penalty: 5028.117676
	Iteration 30Q: 3 clusters Score -2590544 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2590612.500000 Penalty: 5028.117676
	Iteration 31Q: 3 clusters Score -2590612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2590673.750000 Penalty: 5028.117676
	Iteration 32Q: 3 clusters Score -2590674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2590720.750000 Penalty: 5028.117676
	Iteration 33Q: 3 clusters Score -2590721 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2590784.750000 Penalty: 5028.117676
	Iteration 34Q: 3 clusters Score -2590785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2590819.000000 Penalty: 5028.117676
	Iteration 35Q: 3 clusters Score -2590819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2590853.250000 Penalty: 5028.117676
	Iteration 36Q: 3 clusters Score -2590853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2590881.250000 Penalty: 5028.117676
	Iteration 37Q: 3 clusters Score -2590881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2590916.750000 Penalty: 5028.117676
	Iteration 38Q: 3 clusters Score -2590917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2590942.250000 Penalty: 5028.117676
	Iteration 39Q: 3 clusters Score -2590942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2590965.750000 Penalty: 5028.117676
	Iteration 40F: 3 clusters Score -2590966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2590989.000000 Penalty: 5028.117676
	Iteration 41Q: 3 clusters Score -2590989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2591007.000000 Penalty: 5028.117676
	Iteration 42Q: 3 clusters Score -2591007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2591018.000000 Penalty: 5028.117676
	Iteration 43Q: 3 clusters Score -2591018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2591041.000000 Penalty: 5028.117676
	Iteration 44Q: 3 clusters Score -2591041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2591056.500000 Penalty: 5028.117676
	Iteration 45Q: 3 clusters Score -2591056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2591069.250000 Penalty: 5028.117676
	Iteration 46Q: 3 clusters Score -2591069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2591085.000000 Penalty: 5028.117676
	Iteration 47Q: 3 clusters Score -2591085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2591092.500000 Penalty: 5028.117676
	Iteration 48Q: 3 clusters Score -2591092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2591100.250000 Penalty: 5028.117676
	Iteration 49Q: 3 clusters Score -2591100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2591102.000000 Penalty: 5028.117676
	Iteration 50Q: 3 clusters Score -2591102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2591108.750000 Penalty: 5028.117676
	Iteration 51Q: 3 clusters Score -2591109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2591113.500000 Penalty: 5028.117676
	Iteration 52Q: 3 clusters Score -2591114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2591109.250000 Penalty: 5028.117676
	Iteration 53Q: 3 clusters Score -2591109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2591112.500000 Penalty: 5028.117676
	Iteration 54Q: 3 clusters Score -2591112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2591116.000000 Penalty: 5028.117676
	Iteration 55Q: 3 clusters Score -2591116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2591115.750000 Penalty: 5028.117676
	Iteration 56Q: 3 clusters Score -2591116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2591117.250000 Penalty: 5028.117676
	Iteration 57Q: 3 clusters Score -2591117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2591118.250000 Penalty: 5028.117676
	Iteration 58Q: 3 clusters Score -2591118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2591121.250000 Penalty: 5028.117676
	Iteration 59Q: 3 clusters Score -2591121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2591122.000000 Penalty: 5028.117676
	Iteration 60F: 3 clusters Score -2591122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2591125.250000 Penalty: 5028.117676
	Iteration 61Q: 3 clusters Score -2591125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2591125.250000 Penalty: 5028.117676
	Iteration 62F: 3 clusters Score -2591125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Entering Unmasked Estep 
Score: -6499836.000000 Penalty: 2747.572754
	Iteration 0F: 2 clusters Score -6499836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6456409.000000 Penalty: 5495.145508
	Iteration 0F: 3 clusters Score -6456409 nChanged 30183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -6473947.500000 Penalty: 5495.145508
	Iteration 1F: 3 clusters Score -6473948 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6474965.000000 Penalty: 5495.145508
	Iteration 2Q: 3 clusters Score -6474965 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -6476329.000000 Penalty: 5495.145508
	Iteration 3Q: 3 clusters Score -6476329 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -6478323.500000 Penalty: 5495.145508
	Iteration 4F: 3 clusters Score -6478324 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -6481343.500000 Penalty: 5495.145508
	Iteration 5F: 3 clusters Score -6481344 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -6484672.500000 Penalty: 5495.145508
	Iteration 6F: 3 clusters Score -6484672 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6487791.000000 Penalty: 5495.145508
	Iteration 7F: 3 clusters Score -6487791 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6490044.000000 Penalty: 5495.145508
	Iteration 8F: 3 clusters Score -6490044 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -6491618.000000 Penalty: 5495.145508
	Iteration 9Q: 3 clusters Score -6491618 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6492751.000000 Penalty: 5495.145508
	Iteration 10Q: 3 clusters Score -6492751 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -6493648.500000 Penalty: 5495.145508
	Iteration 11Q: 3 clusters Score -6493648 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -6494178.000000 Penalty: 5495.145508
	Iteration 12Q: 3 clusters Score -6494178 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -6494487.500000 Penalty: 5495.145508
	Iteration 13Q: 3 clusters Score -6494488 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -6494705.000000 Penalty: 5495.145508
	Iteration 14Q: 3 clusters Score -6494705 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -6494903.000000 Penalty: 5495.145508
	Iteration 15Q: 3 clusters Score -6494903 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -6495122.000000 Penalty: 5495.145508
	Iteration 16Q: 3 clusters Score -6495122 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -6495276.500000 Penalty: 5495.145508
	Iteration 17Q: 3 clusters Score -6495276 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -6495409.000000 Penalty: 5495.145508
	Iteration 18Q: 3 clusters Score -6495409 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -6495505.500000 Penalty: 5495.145508
	Iteration 19Q: 3 clusters Score -6495506 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -6495587.000000 Penalty: 5495.145508
	Iteration 20F: 3 clusters Score -6495587 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -6495647.500000 Penalty: 5495.145508
	Iteration 21Q: 3 clusters Score -6495648 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -6495705.500000 Penalty: 5495.145508
	Iteration 22Q: 3 clusters Score -6495706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -6495762.500000 Penalty: 5495.145508
	Iteration 23Q: 3 clusters Score -6495762 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -6495845.500000 Penalty: 5495.145508
	Iteration 24Q: 3 clusters Score -6495846 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -6495906.500000 Penalty: 5495.145508
	Iteration 25Q: 3 clusters Score -6495906 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -6495964.000000 Penalty: 5495.145508
	Iteration 26Q: 3 clusters Score -6495964 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -6496012.000000 Penalty: 5495.145508
	Iteration 27Q: 3 clusters Score -6496012 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -6496085.000000 Penalty: 5495.145508
	Iteration 28Q: 3 clusters Score -6496085 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -6496140.000000 Penalty: 5495.145508
	Iteration 29Q: 3 clusters Score -6496140 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -6496190.000000 Penalty: 5495.145508
	Iteration 30Q: 3 clusters Score -6496190 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -6496252.500000 Penalty: 5495.145508
	Iteration 31Q: 3 clusters Score -6496252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -6496309.000000 Penalty: 5495.145508
	Iteration 32Q: 3 clusters Score -6496309 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -6496355.500000 Penalty: 5495.145508
	Iteration 33Q: 3 clusters Score -6496356 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -6496396.500000 Penalty: 5495.145508
	Iteration 34Q: 3 clusters Score -6496396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -6496481.500000 Penalty: 5495.145508
	Iteration 35Q: 3 clusters Score -6496482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -6496531.500000 Penalty: 5495.145508
	Iteration 36Q: 3 clusters Score -6496532 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -6496581.000000 Penalty: 5495.145508
	Iteration 37Q: 3 clusters Score -6496581 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -6496616.000000 Penalty: 5495.145508
	Iteration 38Q: 3 clusters Score -6496616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -6496657.500000 Penalty: 5495.145508
	Iteration 39Q: 3 clusters Score -6496658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -6496701.000000 Penalty: 5495.145508
	Iteration 40F: 3 clusters Score -6496701 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -6496742.500000 Penalty: 5495.145508
	Iteration 41Q: 3 clusters Score -6496742 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -6496807.000000 Penalty: 5495.145508
	Iteration 42Q: 3 clusters Score -6496807 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -6496861.500000 Penalty: 5495.145508
	Iteration 43Q: 3 clusters Score -6496862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -6496908.500000 Penalty: 5495.145508
	Iteration 44Q: 3 clusters Score -6496908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -6496972.000000 Penalty: 5495.145508
	Iteration 45Q: 3 clusters Score -6496972 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -6497021.000000 Penalty: 5495.145508
	Iteration 46Q: 3 clusters Score -6497021 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -6497063.500000 Penalty: 5495.145508
	Iteration 47Q: 3 clusters Score -6497064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -6497106.000000 Penalty: 5495.145508
	Iteration 48Q: 3 clusters Score -6497106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -6497169.500000 Penalty: 5495.145508
	Iteration 49Q: 3 clusters Score -6497170 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -6497217.500000 Penalty: 5495.145508
	Iteration 50Q: 3 clusters Score -6497218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -6497250.000000 Penalty: 5495.145508
	Iteration 51Q: 3 clusters Score -6497250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -6497299.500000 Penalty: 5495.145508
	Iteration 52Q: 3 clusters Score -6497300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -6497337.000000 Penalty: 5495.145508
	Iteration 53Q: 3 clusters Score -6497337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -6497382.000000 Penalty: 5495.145508
	Iteration 54Q: 3 clusters Score -6497382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -6497402.000000 Penalty: 5495.145508
	Iteration 55Q: 3 clusters Score -6497402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -6497428.000000 Penalty: 5495.145508
	Iteration 56Q: 3 clusters Score -6497428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -6497425.500000 Penalty: 5495.145508
	Iteration 57Q: 3 clusters Score -6497426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -6497441.000000 Penalty: 5495.145508
	Iteration 58Q: 3 clusters Score -6497441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -6497459.500000 Penalty: 5495.145508
	Iteration 59Q: 3 clusters Score -6497460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -6497476.000000 Penalty: 5495.145508
	Iteration 60F: 3 clusters Score -6497476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -6497482.000000 Penalty: 5495.145508
	Iteration 61Q: 3 clusters Score -6497482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -6497486.000000 Penalty: 5495.145508
	Iteration 62Q: 3 clusters Score -6497486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -6497488.500000 Penalty: 5495.145508
	Iteration 63Q: 3 clusters Score -6497488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -6497499.000000 Penalty: 5495.145508
	Iteration 64Q: 3 clusters Score -6497499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -6497509.000000 Penalty: 5495.145508
	Iteration 65Q: 3 clusters Score -6497509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -6497509.000000 Penalty: 5495.145508
	Iteration 66Q: 3 clusters Score -6497509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -6497522.500000 Penalty: 5495.145508
	Iteration 67Q: 3 clusters Score -6497522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -6497537.500000 Penalty: 5495.145508
	Iteration 68Q: 3 clusters Score -6497538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -6497537.000000 Penalty: 5495.145508
	Iteration 69Q: 3 clusters Score -6497537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -6497541.500000 Penalty: 5495.145508
	Iteration 70Q: 3 clusters Score -6497542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -6497553.000000 Penalty: 5495.145508
	Iteration 71Q: 3 clusters Score -6497553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -6497551.500000 Penalty: 5495.145508
	Iteration 72Q: 3 clusters Score -6497552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -6497552.000000 Penalty: 5495.145508
	Iteration 73Q: 3 clusters Score -6497552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -6497556.000000 Penalty: 5495.145508
	Iteration 74Q: 3 clusters Score -6497556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -6497570.500000 Penalty: 5495.145508
	Iteration 75Q: 3 clusters Score -6497570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -6497579.000000 Penalty: 5495.145508
	Iteration 76Q: 3 clusters Score -6497579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -6497592.500000 Penalty: 5495.145508
	Iteration 77Q: 3 clusters Score -6497592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -6497594.000000 Penalty: 5495.145508
	Iteration 78Q: 3 clusters Score -6497594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -6497593.000000 Penalty: 5495.145508
	Iteration 79Q: 3 clusters Score -6497593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -6497598.500000 Penalty: 5495.145508
	Iteration 80F: 3 clusters Score -6497598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -6497605.000000 Penalty: 5495.145508
	Iteration 81Q: 3 clusters Score -6497605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -6497613.000000 Penalty: 5495.145508
	Iteration 82Q: 3 clusters Score -6497613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -6497609.000000 Penalty: 5495.145508
	Iteration 83Q: 3 clusters Score -6497609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -6497610.500000 Penalty: 5495.145508
	Iteration 84Q: 3 clusters Score -6497610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -6497612.500000 Penalty: 5495.145508
	Iteration 85Q: 3 clusters Score -6497612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -6497613.500000 Penalty: 5495.145508
	Iteration 86Q: 3 clusters Score -6497614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -6497617.000000 Penalty: 5495.145508
	Iteration 87Q: 3 clusters Score -6497617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -6497615.000000 Penalty: 5495.145508
	Iteration 88Q: 3 clusters Score -6497615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -6497617.000000 Penalty: 5495.145508
	Iteration 89Q: 3 clusters Score -6497617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -6497612.500000 Penalty: 5495.145508
	Iteration 90Q: 3 clusters Score -6497612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -6497613.000000 Penalty: 5495.145508
	Iteration 91Q: 3 clusters Score -6497613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -6497613.000000 Penalty: 5495.145508
	Iteration 92F: 3 clusters Score -6497613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Entering Unmasked Estep 
Score: -2378599.750000 Penalty: 2501.187500
	Iteration 0F: 2 clusters Score -2378600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2361935.000000 Penalty: 5002.375000
	Iteration 0F: 3 clusters Score -2361935 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2367701.000000 Penalty: 5002.375000
	Iteration 1F: 3 clusters Score -2367701 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2368203.250000 Penalty: 5002.375000
	Iteration 2F: 3 clusters Score -2368203 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2368661.500000 Penalty: 5002.375000
	Iteration 3F: 3 clusters Score -2368662 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2369117.000000 Penalty: 5002.375000
	Iteration 4Q: 3 clusters Score -2369117 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2369649.500000 Penalty: 5002.375000
	Iteration 5Q: 3 clusters Score -2369650 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2370334.750000 Penalty: 5002.375000
	Iteration 6F: 3 clusters Score -2370335 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2371132.250000 Penalty: 5002.375000
	Iteration 7F: 3 clusters Score -2371132 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2371980.500000 Penalty: 5002.375000
	Iteration 8F: 3 clusters Score -2371980 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2372765.250000 Penalty: 5002.375000
	Iteration 9F: 3 clusters Score -2372765 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2373514.500000 Penalty: 5002.375000
	Iteration 10Q: 3 clusters Score -2373514 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2374185.500000 Penalty: 5002.375000
	Iteration 11Q: 3 clusters Score -2374186 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2374771.250000 Penalty: 5002.375000
	Iteration 12Q: 3 clusters Score -2374771 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2375210.250000 Penalty: 5002.375000
	Iteration 13Q: 3 clusters Score -2375210 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2375558.000000 Penalty: 5002.375000
	Iteration 14Q: 3 clusters Score -2375558 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2375832.750000 Penalty: 5002.375000
	Iteration 15Q: 3 clusters Score -2375833 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2376012.000000 Penalty: 5002.375000
	Iteration 16Q: 3 clusters Score -2376012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2376131.750000 Penalty: 5002.375000
	Iteration 17Q: 3 clusters Score -2376132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2376204.750000 Penalty: 5002.375000
	Iteration 18Q: 3 clusters Score -2376205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2376264.000000 Penalty: 5002.375000
	Iteration 19Q: 3 clusters Score -2376264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2376296.750000 Penalty: 5002.375000
	Iteration 20F: 3 clusters Score -2376297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2376324.500000 Penalty: 5002.375000
	Iteration 21Q: 3 clusters Score -2376324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2376343.000000 Penalty: 5002.375000
	Iteration 22Q: 3 clusters Score -2376343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2376347.250000 Penalty: 5002.375000
	Iteration 23Q: 3 clusters Score -2376347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2376359.000000 Penalty: 5002.375000
	Iteration 24Q: 3 clusters Score -2376359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2376362.750000 Penalty: 5002.375000
	Iteration 25Q: 3 clusters Score -2376363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2376365.000000 Penalty: 5002.375000
	Iteration 26Q: 3 clusters Score -2376365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2376366.500000 Penalty: 5002.375000
	Iteration 27Q: 3 clusters Score -2376366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2376369.500000 Penalty: 5002.375000
	Iteration 28Q: 3 clusters Score -2376370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2376368.500000 Penalty: 5002.375000
	Iteration 29Q: 3 clusters Score -2376368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2376371.500000 Penalty: 5002.375000
	Iteration 30Q: 3 clusters Score -2376372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2376372.500000 Penalty: 5002.375000
	Iteration 31Q: 3 clusters Score -2376372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2376374.250000 Penalty: 5002.375000
	Iteration 32Q: 3 clusters Score -2376374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2376377.000000 Penalty: 5002.375000
	Iteration 33Q: 3 clusters Score -2376377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2376377.750000 Penalty: 5002.375000
	Iteration 34Q: 3 clusters Score -2376378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2376379.500000 Penalty: 5002.375000
	Iteration 35Q: 3 clusters Score -2376380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2376380.500000 Penalty: 5002.375000
	Iteration 36Q: 3 clusters Score -2376380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2376383.750000 Penalty: 5002.375000
	Iteration 37Q: 3 clusters Score -2376384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2376381.000000 Penalty: 5002.375000
	Iteration 38Q: 3 clusters Score -2376381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2376382.000000 Penalty: 5002.375000
	Iteration 39Q: 3 clusters Score -2376382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2376382.000000 Penalty: 5002.375000
	Iteration 40F: 3 clusters Score -2376382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -102268.679688 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -102268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100186.242188 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -100186.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100605.257812 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -100605.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100862.546875 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -100862.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101087.398438 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -101087.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101311.468750 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -101311.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101453.140625 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -101453.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101560.218750 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -101560.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101647.406250 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -101647.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101709.359375 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -101709.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101747.117188 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -101747.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101783.289062 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -101783.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101802.273438 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -101802.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101821.554688 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -101821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101838.609375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -101838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101849.023438 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -101849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101861.835938 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -101861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101877.867188 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -101877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -101891.757812 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -101891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101899.585938 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -101899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101907.382812 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -101907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101917.648438 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -101917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101921.710938 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -101921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101921.710938 Penalty: 3540.484131
	Iteration 22F: 3 clusters Score -101921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Entering Unmasked Estep 
Score: -1348174.625000 Penalty: 2373.335449
	Iteration 0F: 2 clusters Score -1348175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1337642.500000 Penalty: 4746.670898
	Iteration 0F: 3 clusters Score -1337642 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1341076.500000 Penalty: 4746.670898
	Iteration 1F: 3 clusters Score -1341076 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1341501.250000 Penalty: 4746.670898
	Iteration 2F: 3 clusters Score -1341501 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1341865.625000 Penalty: 4746.670898
	Iteration 3F: 3 clusters Score -1341866 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1342183.375000 Penalty: 4746.670898
	Iteration 4Q: 3 clusters Score -1342183 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1342496.750000 Penalty: 4746.670898
	Iteration 5Q: 3 clusters Score -1342497 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1342824.000000 Penalty: 4746.670898
	Iteration 6Q: 3 clusters Score -1342824 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1343174.500000 Penalty: 4746.670898
	Iteration 7Q: 3 clusters Score -1343174 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1343553.500000 Penalty: 4746.670898
	Iteration 8Q: 3 clusters Score -1343554 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1343958.875000 Penalty: 4746.670898
	Iteration 9Q: 3 clusters Score -1343959 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1344347.750000 Penalty: 4746.670898
	Iteration 10Q: 3 clusters Score -1344348 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1344688.500000 Penalty: 4746.670898
	Iteration 11Q: 3 clusters Score -1344688 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1344974.250000 Penalty: 4746.670898
	Iteration 12Q: 3 clusters Score -1344974 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1345185.625000 Penalty: 4746.670898
	Iteration 13Q: 3 clusters Score -1345186 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1345355.375000 Penalty: 4746.670898
	Iteration 14Q: 3 clusters Score -1345355 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1345457.250000 Penalty: 4746.670898
	Iteration 15Q: 3 clusters Score -1345457 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1345538.250000 Penalty: 4746.670898
	Iteration 16Q: 3 clusters Score -1345538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1345612.875000 Penalty: 4746.670898
	Iteration 17Q: 3 clusters Score -1345613 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1345652.500000 Penalty: 4746.670898
	Iteration 18Q: 3 clusters Score -1345652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1345688.250000 Penalty: 4746.670898
	Iteration 19Q: 3 clusters Score -1345688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1345713.250000 Penalty: 4746.670898
	Iteration 20F: 3 clusters Score -1345713 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1345738.000000 Penalty: 4746.670898
	Iteration 21Q: 3 clusters Score -1345738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1345773.375000 Penalty: 4746.670898
	Iteration 22Q: 3 clusters Score -1345773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1345798.500000 Penalty: 4746.670898
	Iteration 23Q: 3 clusters Score -1345798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1345816.625000 Penalty: 4746.670898
	Iteration 24Q: 3 clusters Score -1345817 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1345836.375000 Penalty: 4746.670898
	Iteration 25Q: 3 clusters Score -1345836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1345853.375000 Penalty: 4746.670898
	Iteration 26Q: 3 clusters Score -1345853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1345874.750000 Penalty: 4746.670898
	Iteration 27Q: 3 clusters Score -1345875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1345893.125000 Penalty: 4746.670898
	Iteration 28Q: 3 clusters Score -1345893 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1345904.375000 Penalty: 4746.670898
	Iteration 29Q: 3 clusters Score -1345904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1345914.000000 Penalty: 4746.670898
	Iteration 30Q: 3 clusters Score -1345914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1345924.875000 Penalty: 4746.670898
	Iteration 31Q: 3 clusters Score -1345925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1345931.500000 Penalty: 4746.670898
	Iteration 32Q: 3 clusters Score -1345932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1345936.250000 Penalty: 4746.670898
	Iteration 33Q: 3 clusters Score -1345936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1345945.500000 Penalty: 4746.670898
	Iteration 34Q: 3 clusters Score -1345946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1345958.375000 Penalty: 4746.670898
	Iteration 35Q: 3 clusters Score -1345958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1345963.375000 Penalty: 4746.670898
	Iteration 36Q: 3 clusters Score -1345963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1345972.125000 Penalty: 4746.670898
	Iteration 37Q: 3 clusters Score -1345972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1345973.125000 Penalty: 4746.670898
	Iteration 38Q: 3 clusters Score -1345973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1345985.375000 Penalty: 4746.670898
	Iteration 39Q: 3 clusters Score -1345985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1345988.500000 Penalty: 4746.670898
	Iteration 40F: 3 clusters Score -1345988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1345993.625000 Penalty: 4746.670898
	Iteration 41Q: 3 clusters Score -1345994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1346006.125000 Penalty: 4746.670898
	Iteration 42Q: 3 clusters Score -1346006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1346014.250000 Penalty: 4746.670898
	Iteration 43Q: 3 clusters Score -1346014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1346020.875000 Penalty: 4746.670898
	Iteration 44Q: 3 clusters Score -1346021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1346026.500000 Penalty: 4746.670898
	Iteration 45Q: 3 clusters Score -1346026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1346032.625000 Penalty: 4746.670898
	Iteration 46Q: 3 clusters Score -1346033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1346042.250000 Penalty: 4746.670898
	Iteration 47Q: 3 clusters Score -1346042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1346046.000000 Penalty: 4746.670898
	Iteration 48Q: 3 clusters Score -1346046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1346058.375000 Penalty: 4746.670898
	Iteration 49Q: 3 clusters Score -1346058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1346061.375000 Penalty: 4746.670898
	Iteration 50Q: 3 clusters Score -1346061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1346067.625000 Penalty: 4746.670898
	Iteration 51Q: 3 clusters Score -1346068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1346074.625000 Penalty: 4746.670898
	Iteration 52Q: 3 clusters Score -1346075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1346082.500000 Penalty: 4746.670898
	Iteration 53Q: 3 clusters Score -1346082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1346084.250000 Penalty: 4746.670898
	Iteration 54Q: 3 clusters Score -1346084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1346087.500000 Penalty: 4746.670898
	Iteration 55Q: 3 clusters Score -1346088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1346088.875000 Penalty: 4746.670898
	Iteration 56Q: 3 clusters Score -1346089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1346093.125000 Penalty: 4746.670898
	Iteration 57Q: 3 clusters Score -1346093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1346098.250000 Penalty: 4746.670898
	Iteration 58Q: 3 clusters Score -1346098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1346106.750000 Penalty: 4746.670898
	Iteration 59Q: 3 clusters Score -1346107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1346106.375000 Penalty: 4746.670898
	Iteration 60F: 3 clusters Score -1346106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1346107.000000 Penalty: 4746.670898
	Iteration 61Q: 3 clusters Score -1346107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1346109.625000 Penalty: 4746.670898
	Iteration 62Q: 3 clusters Score -1346110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1346110.750000 Penalty: 4746.670898
	Iteration 63Q: 3 clusters Score -1346111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1346114.625000 Penalty: 4746.670898
	Iteration 64Q: 3 clusters Score -1346115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1346121.750000 Penalty: 4746.670898
	Iteration 65Q: 3 clusters Score -1346122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1346122.875000 Penalty: 4746.670898
	Iteration 66Q: 3 clusters Score -1346123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1346124.500000 Penalty: 4746.670898
	Iteration 67Q: 3 clusters Score -1346124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1346126.875000 Penalty: 4746.670898
	Iteration 68Q: 3 clusters Score -1346127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1346129.125000 Penalty: 4746.670898
	Iteration 69Q: 3 clusters Score -1346129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1346132.125000 Penalty: 4746.670898
	Iteration 70Q: 3 clusters Score -1346132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1346137.250000 Penalty: 4746.670898
	Iteration 71Q: 3 clusters Score -1346137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1346142.500000 Penalty: 4746.670898
	Iteration 72Q: 3 clusters Score -1346142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1346147.500000 Penalty: 4746.670898
	Iteration 73Q: 3 clusters Score -1346148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1346152.375000 Penalty: 4746.670898
	Iteration 74Q: 3 clusters Score -1346152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1346149.750000 Penalty: 4746.670898
	Iteration 75Q: 3 clusters Score -1346150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1346155.500000 Penalty: 4746.670898
	Iteration 76Q: 3 clusters Score -1346156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1346160.250000 Penalty: 4746.670898
	Iteration 77Q: 3 clusters Score -1346160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1346165.125000 Penalty: 4746.670898
	Iteration 78Q: 3 clusters Score -1346165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1346167.375000 Penalty: 4746.670898
	Iteration 79Q: 3 clusters Score -1346167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1346172.750000 Penalty: 4746.670898
	Iteration 80F: 3 clusters Score -1346173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1346181.250000 Penalty: 4746.670898
	Iteration 81Q: 3 clusters Score -1346181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1346182.500000 Penalty: 4746.670898
	Iteration 82Q: 3 clusters Score -1346182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1346186.750000 Penalty: 4746.670898
	Iteration 83Q: 3 clusters Score -1346187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1346186.125000 Penalty: 4746.670898
	Iteration 84Q: 3 clusters Score -1346186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1346192.375000 Penalty: 4746.670898
	Iteration 85Q: 3 clusters Score -1346192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1346200.500000 Penalty: 4746.670898
	Iteration 86Q: 3 clusters Score -1346200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1346206.875000 Penalty: 4746.670898
	Iteration 87Q: 3 clusters Score -1346207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1346207.125000 Penalty: 4746.670898
	Iteration 88Q: 3 clusters Score -1346207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1346214.000000 Penalty: 4746.670898
	Iteration 89Q: 3 clusters Score -1346214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1346218.250000 Penalty: 4746.670898
	Iteration 90Q: 3 clusters Score -1346218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1346221.000000 Penalty: 4746.670898
	Iteration 91Q: 3 clusters Score -1346221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1346228.625000 Penalty: 4746.670898
	Iteration 92Q: 3 clusters Score -1346229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1346229.750000 Penalty: 4746.670898
	Iteration 93Q: 3 clusters Score -1346230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1346233.375000 Penalty: 4746.670898
	Iteration 94Q: 3 clusters Score -1346233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1346234.500000 Penalty: 4746.670898
	Iteration 95Q: 3 clusters Score -1346234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1346236.375000 Penalty: 4746.670898
	Iteration 96Q: 3 clusters Score -1346236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1346238.375000 Penalty: 4746.670898
	Iteration 97Q: 3 clusters Score -1346238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1346239.500000 Penalty: 4746.670898
	Iteration 98Q: 3 clusters Score -1346240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1346243.250000 Penalty: 4746.670898
	Iteration 99Q: 3 clusters Score -1346243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1346241.000000 Penalty: 4746.670898
	Iteration 100F: 3 clusters Score -1346241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1346245.125000 Penalty: 4746.670898
	Iteration 101Q: 3 clusters Score -1346245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1346246.250000 Penalty: 4746.670898
	Iteration 102Q: 3 clusters Score -1346246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1346245.375000 Penalty: 4746.670898
	Iteration 103Q: 3 clusters Score -1346245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1346245.500000 Penalty: 4746.670898
	Iteration 104Q: 3 clusters Score -1346246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1346258.750000 Penalty: 4746.670898
	Iteration 105Q: 3 clusters Score -1346259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1346265.000000 Penalty: 4746.670898
	Iteration 106Q: 3 clusters Score -1346265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1346273.250000 Penalty: 4746.670898
	Iteration 107Q: 3 clusters Score -1346273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1346281.000000 Penalty: 4746.670898
	Iteration 108Q: 3 clusters Score -1346281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1346284.000000 Penalty: 4746.670898
	Iteration 109Q: 3 clusters Score -1346284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1346289.000000 Penalty: 4746.670898
	Iteration 110Q: 3 clusters Score -1346289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1346289.875000 Penalty: 4746.670898
	Iteration 111Q: 3 clusters Score -1346290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1346293.750000 Penalty: 4746.670898
	Iteration 112Q: 3 clusters Score -1346294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1346298.375000 Penalty: 4746.670898
	Iteration 113Q: 3 clusters Score -1346298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1346297.625000 Penalty: 4746.670898
	Iteration 114Q: 3 clusters Score -1346298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1346299.875000 Penalty: 4746.670898
	Iteration 115Q: 3 clusters Score -1346300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1346303.750000 Penalty: 4746.670898
	Iteration 116Q: 3 clusters Score -1346304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1346303.125000 Penalty: 4746.670898
	Iteration 117Q: 3 clusters Score -1346303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1346302.000000 Penalty: 4746.670898
	Iteration 118Q: 3 clusters Score -1346302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1346301.875000 Penalty: 4746.670898
	Iteration 119Q: 3 clusters Score -1346302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1346303.000000 Penalty: 4746.670898
	Iteration 120F: 3 clusters Score -1346303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1346302.750000 Penalty: 4746.670898
	Iteration 121Q: 3 clusters Score -1346303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1346302.000000 Penalty: 4746.670898
	Iteration 122Q: 3 clusters Score -1346302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1346305.625000 Penalty: 4746.670898
	Iteration 123Q: 3 clusters Score -1346306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1346307.250000 Penalty: 4746.670898
	Iteration 124Q: 3 clusters Score -1346307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1346306.500000 Penalty: 4746.670898
	Iteration 125Q: 3 clusters Score -1346306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1346302.625000 Penalty: 4746.670898
	Iteration 126Q: 3 clusters Score -1346303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1346303.500000 Penalty: 4746.670898
	Iteration 127Q: 3 clusters Score -1346304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1346303.500000 Penalty: 4746.670898
	Iteration 128F: 3 clusters Score -1346304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Entering Unmasked Estep 
Score: -878435.250000 Penalty: 2266.166992
	Iteration 0F: 2 clusters Score -878435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -871194.125000 Penalty: 4532.333984
	Iteration 0F: 3 clusters Score -871194.1 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -873334.625000 Penalty: 4532.333984
	Iteration 1F: 3 clusters Score -873334.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -873840.125000 Penalty: 4532.333984
	Iteration 2F: 3 clusters Score -873840.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -874360.312500 Penalty: 4532.333984
	Iteration 3F: 3 clusters Score -874360.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -874884.375000 Penalty: 4532.333984
	Iteration 4F: 3 clusters Score -874884.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -875480.375000 Penalty: 4532.333984
	Iteration 5F: 3 clusters Score -875480.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -876025.562500 Penalty: 4532.333984
	Iteration 6F: 3 clusters Score -876025.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -876494.750000 Penalty: 4532.333984
	Iteration 7F: 3 clusters Score -876494.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -876864.062500 Penalty: 4532.333984
	Iteration 8Q: 3 clusters Score -876864.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -877081.812500 Penalty: 4532.333984
	Iteration 9Q: 3 clusters Score -877081.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -877218.125000 Penalty: 4532.333984
	Iteration 10Q: 3 clusters Score -877218.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -877294.687500 Penalty: 4532.333984
	Iteration 11Q: 3 clusters Score -877294.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -877339.062500 Penalty: 4532.333984
	Iteration 12Q: 3 clusters Score -877339.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -877368.562500 Penalty: 4532.333984
	Iteration 13Q: 3 clusters Score -877368.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -877382.937500 Penalty: 4532.333984
	Iteration 14Q: 3 clusters Score -877382.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -877390.375000 Penalty: 4532.333984
	Iteration 15Q: 3 clusters Score -877390.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -877400.500000 Penalty: 4532.333984
	Iteration 16Q: 3 clusters Score -877400.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -877408.937500 Penalty: 4532.333984
	Iteration 17Q: 3 clusters Score -877408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -877412.625000 Penalty: 4532.333984
	Iteration 18Q: 3 clusters Score -877412.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -877416.062500 Penalty: 4532.333984
	Iteration 19Q: 3 clusters Score -877416.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -877422.375000 Penalty: 4532.333984
	Iteration 20F: 3 clusters Score -877422.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -877423.500000 Penalty: 4532.333984
	Iteration 21Q: 3 clusters Score -877423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -877425.812500 Penalty: 4532.333984
	Iteration 22Q: 3 clusters Score -877425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -877431.437500 Penalty: 4532.333984
	Iteration 23Q: 3 clusters Score -877431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -877432.125000 Penalty: 4532.333984
	Iteration 24Q: 3 clusters Score -877432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -877436.250000 Penalty: 4532.333984
	Iteration 25Q: 3 clusters Score -877436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -877439.312500 Penalty: 4532.333984
	Iteration 26Q: 3 clusters Score -877439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -877437.437500 Penalty: 4532.333984
	Iteration 27Q: 3 clusters Score -877437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -877436.937500 Penalty: 4532.333984
	Iteration 28Q: 3 clusters Score -877436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -877436.937500 Penalty: 4532.333984
	Iteration 29Q: 3 clusters Score -877436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -877436.937500 Penalty: 4532.333984
	Iteration 30F: 3 clusters Score -877436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Entering Unmasked Estep 
Score: -1640682.625000 Penalty: 2407.060547
	Iteration 0F: 2 clusters Score -1640683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1628900.125000 Penalty: 4814.121094
	Iteration 0F: 3 clusters Score -1628900 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1632806.000000 Penalty: 4814.121094
	Iteration 1F: 3 clusters Score -1632806 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1633199.000000 Penalty: 4814.121094
	Iteration 2F: 3 clusters Score -1633199 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1633515.625000 Penalty: 4814.121094
	Iteration 3F: 3 clusters Score -1633516 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1633764.375000 Penalty: 4814.121094
	Iteration 4Q: 3 clusters Score -1633764 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1633998.125000 Penalty: 4814.121094
	Iteration 5Q: 3 clusters Score -1633998 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1634207.625000 Penalty: 4814.121094
	Iteration 6Q: 3 clusters Score -1634208 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1634400.375000 Penalty: 4814.121094
	Iteration 7Q: 3 clusters Score -1634400 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1634616.500000 Penalty: 4814.121094
	Iteration 8Q: 3 clusters Score -1634616 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1634838.000000 Penalty: 4814.121094
	Iteration 9Q: 3 clusters Score -1634838 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1635058.875000 Penalty: 4814.121094
	Iteration 10Q: 3 clusters Score -1635059 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1635284.750000 Penalty: 4814.121094
	Iteration 11Q: 3 clusters Score -1635285 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1635470.500000 Penalty: 4814.121094
	Iteration 12Q: 3 clusters Score -1635470 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1635636.250000 Penalty: 4814.121094
	Iteration 13Q: 3 clusters Score -1635636 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1635805.875000 Penalty: 4814.121094
	Iteration 14Q: 3 clusters Score -1635806 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1635996.500000 Penalty: 4814.121094
	Iteration 15Q: 3 clusters Score -1635996 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1636225.625000 Penalty: 4814.121094
	Iteration 16Q: 3 clusters Score -1636226 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1636478.250000 Penalty: 4814.121094
	Iteration 17Q: 3 clusters Score -1636478 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1636753.250000 Penalty: 4814.121094
	Iteration 18Q: 3 clusters Score -1636753 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1637043.750000 Penalty: 4814.121094
	Iteration 19Q: 3 clusters Score -1637044 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1637332.250000 Penalty: 4814.121094
	Iteration 20F: 3 clusters Score -1637332 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1637623.875000 Penalty: 4814.121094
	Iteration 21Q: 3 clusters Score -1637624 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1637860.250000 Penalty: 4814.121094
	Iteration 22Q: 3 clusters Score -1637860 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1638047.500000 Penalty: 4814.121094
	Iteration 23Q: 3 clusters Score -1638048 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1638177.750000 Penalty: 4814.121094
	Iteration 24Q: 3 clusters Score -1638178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1638278.250000 Penalty: 4814.121094
	Iteration 25Q: 3 clusters Score -1638278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1638341.375000 Penalty: 4814.121094
	Iteration 26Q: 3 clusters Score -1638341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1638396.750000 Penalty: 4814.121094
	Iteration 27Q: 3 clusters Score -1638397 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1638438.750000 Penalty: 4814.121094
	Iteration 28Q: 3 clusters Score -1638439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1638466.875000 Penalty: 4814.121094
	Iteration 29Q: 3 clusters Score -1638467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1638497.750000 Penalty: 4814.121094
	Iteration 30Q: 3 clusters Score -1638498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1638513.500000 Penalty: 4814.121094
	Iteration 31Q: 3 clusters Score -1638514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1638529.750000 Penalty: 4814.121094
	Iteration 32Q: 3 clusters Score -1638530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1638535.625000 Penalty: 4814.121094
	Iteration 33Q: 3 clusters Score -1638536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1638541.375000 Penalty: 4814.121094
	Iteration 34Q: 3 clusters Score -1638541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1638545.125000 Penalty: 4814.121094
	Iteration 35Q: 3 clusters Score -1638545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1638548.375000 Penalty: 4814.121094
	Iteration 36Q: 3 clusters Score -1638548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1638552.500000 Penalty: 4814.121094
	Iteration 37Q: 3 clusters Score -1638552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1638554.750000 Penalty: 4814.121094
	Iteration 38Q: 3 clusters Score -1638555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1638555.875000 Penalty: 4814.121094
	Iteration 39Q: 3 clusters Score -1638556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1638557.500000 Penalty: 4814.121094
	Iteration 40F: 3 clusters Score -1638558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1638556.500000 Penalty: 4814.121094
	Iteration 41Q: 3 clusters Score -1638556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1638557.375000 Penalty: 4814.121094
	Iteration 42Q: 3 clusters Score -1638557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1638558.625000 Penalty: 4814.121094
	Iteration 43Q: 3 clusters Score -1638559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1638558.625000 Penalty: 4814.121094
	Iteration 44F: 3 clusters Score -1638559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -174278.828125 Penalty: 1867.692017
	Iteration 0F: 2 clusters Score -174278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -171784.890625 Penalty: 3735.384033
	Iteration 0F: 3 clusters Score -171784.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -172210.046875 Penalty: 3735.384033
	Iteration 1F: 3 clusters Score -172210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -172306.359375 Penalty: 3735.384033
	Iteration 2F: 3 clusters Score -172306.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -172362.203125 Penalty: 3735.384033
	Iteration 3Q: 3 clusters Score -172362.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -172395.515625 Penalty: 3735.384033
	Iteration 4Q: 3 clusters Score -172395.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -172420.406250 Penalty: 3735.384033
	Iteration 5Q: 3 clusters Score -172420.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -172434.453125 Penalty: 3735.384033
	Iteration 6Q: 3 clusters Score -172434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -172441.734375 Penalty: 3735.384033
	Iteration 7Q: 3 clusters Score -172441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -172446.265625 Penalty: 3735.384033
	Iteration 8Q: 3 clusters Score -172446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -172448.531250 Penalty: 3735.384033
	Iteration 9Q: 3 clusters Score -172448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -172450.359375 Penalty: 3735.384033
	Iteration 10Q: 3 clusters Score -172450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -172452.937500 Penalty: 3735.384033
	Iteration 11Q: 3 clusters Score -172452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -172457.515625 Penalty: 3735.384033
	Iteration 12Q: 3 clusters Score -172457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -172460.031250 Penalty: 3735.384033
	Iteration 13Q: 3 clusters Score -172460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -172462.671875 Penalty: 3735.384033
	Iteration 14Q: 3 clusters Score -172462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -172463.796875 Penalty: 3735.384033
	Iteration 15Q: 3 clusters Score -172463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -172464.812500 Penalty: 3735.384033
	Iteration 16Q: 3 clusters Score -172464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -172465.968750 Penalty: 3735.384033
	Iteration 17Q: 3 clusters Score -172466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -172467.250000 Penalty: 3735.384033
	Iteration 18Q: 3 clusters Score -172467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -172471.546875 Penalty: 3735.384033
	Iteration 19Q: 3 clusters Score -172471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172474.890625 Penalty: 3735.384033
	Iteration 20F: 3 clusters Score -172474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172480.093750 Penalty: 3735.384033
	Iteration 21Q: 3 clusters Score -172480.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -172487.046875 Penalty: 3735.384033
	Iteration 22Q: 3 clusters Score -172487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -172489.812500 Penalty: 3735.384033
	Iteration 23Q: 3 clusters Score -172489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -172492.046875 Penalty: 3735.384033
	Iteration 24Q: 3 clusters Score -172492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172493.187500 Penalty: 3735.384033
	Iteration 25Q: 3 clusters Score -172493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -172494.343750 Penalty: 3735.384033
	Iteration 26Q: 3 clusters Score -172494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -172498.156250 Penalty: 3735.384033
	Iteration 27Q: 3 clusters Score -172498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -172500.625000 Penalty: 3735.384033
	Iteration 28Q: 3 clusters Score -172500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -172502.406250 Penalty: 3735.384033
	Iteration 29Q: 3 clusters Score -172502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -172504.625000 Penalty: 3735.384033
	Iteration 30Q: 3 clusters Score -172504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -172506.937500 Penalty: 3735.384033
	Iteration 31Q: 3 clusters Score -172506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -172508.312500 Penalty: 3735.384033
	Iteration 32Q: 3 clusters Score -172508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -172510.656250 Penalty: 3735.384033
	Iteration 33Q: 3 clusters Score -172510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -172511.359375 Penalty: 3735.384033
	Iteration 34Q: 3 clusters Score -172511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -172512.625000 Penalty: 3735.384033
	Iteration 35Q: 3 clusters Score -172512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -172514.703125 Penalty: 3735.384033
	Iteration 36Q: 3 clusters Score -172514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -172515.796875 Penalty: 3735.384033
	Iteration 37Q: 3 clusters Score -172515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -172516.625000 Penalty: 3735.384033
	Iteration 38Q: 3 clusters Score -172516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -172517.390625 Penalty: 3735.384033
	Iteration 39Q: 3 clusters Score -172517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -172517.390625 Penalty: 3735.384033
	Iteration 40F: 3 clusters Score -172517.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Entering Unmasked Estep 
Score: -818786.062500 Penalty: 2249.741455
	Iteration 0F: 2 clusters Score -818786.1 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 4403 members 
Entering Unmasked Estep 
Score: -811981.375000 Penalty: 4499.482910
	Iteration 0F: 3 clusters Score -811981.4 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -813807.875000 Penalty: 4499.482910
	Iteration 1F: 3 clusters Score -813807.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -814077.937500 Penalty: 4499.482910
	Iteration 2F: 3 clusters Score -814077.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -814267.625000 Penalty: 4499.482910
	Iteration 3Q: 3 clusters Score -814267.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -814428.312500 Penalty: 4499.482910
	Iteration 4Q: 3 clusters Score -814428.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -814571.062500 Penalty: 4499.482910
	Iteration 5Q: 3 clusters Score -814571.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -814700.437500 Penalty: 4499.482910
	Iteration 6Q: 3 clusters Score -814700.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -814827.375000 Penalty: 4499.482910
	Iteration 7Q: 3 clusters Score -814827.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -814949.437500 Penalty: 4499.482910
	Iteration 8Q: 3 clusters Score -814949.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -815078.687500 Penalty: 4499.482910
	Iteration 9Q: 3 clusters Score -815078.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -815242.375000 Penalty: 4499.482910
	Iteration 10Q: 3 clusters Score -815242.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -815398.312500 Penalty: 4499.482910
	Iteration 11Q: 3 clusters Score -815398.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -815552.687500 Penalty: 4499.482910
	Iteration 12Q: 3 clusters Score -815552.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -815713.312500 Penalty: 4499.482910
	Iteration 13Q: 3 clusters Score -815713.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -815865.000000 Penalty: 4499.482910
	Iteration 14Q: 3 clusters Score -815865 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -816028.875000 Penalty: 4499.482910
	Iteration 15Q: 3 clusters Score -816028.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -816186.687500 Penalty: 4499.482910
	Iteration 16Q: 3 clusters Score -816186.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -816324.312500 Penalty: 4499.482910
	Iteration 17Q: 3 clusters Score -816324.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -816424.750000 Penalty: 4499.482910
	Iteration 18Q: 3 clusters Score -816424.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -816504.500000 Penalty: 4499.482910
	Iteration 19Q: 3 clusters Score -816504.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -816556.625000 Penalty: 4499.482910
	Iteration 20F: 3 clusters Score -816556.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -816596.062500 Penalty: 4499.482910
	Iteration 21Q: 3 clusters Score -816596.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -816626.062500 Penalty: 4499.482910
	Iteration 22Q: 3 clusters Score -816626.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -816652.250000 Penalty: 4499.482910
	Iteration 23Q: 3 clusters Score -816652.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -816669.812500 Penalty: 4499.482910
	Iteration 24Q: 3 clusters Score -816669.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -816692.812500 Penalty: 4499.482910
	Iteration 25Q: 3 clusters Score -816692.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -816712.875000 Penalty: 4499.482910
	Iteration 26Q: 3 clusters Score -816712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -816727.562500 Penalty: 4499.482910
	Iteration 27Q: 3 clusters Score -816727.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -816735.562500 Penalty: 4499.482910
	Iteration 28Q: 3 clusters Score -816735.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -816747.937500 Penalty: 4499.482910
	Iteration 29Q: 3 clusters Score -816747.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -816754.875000 Penalty: 4499.482910
	Iteration 30Q: 3 clusters Score -816754.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -816765.875000 Penalty: 4499.482910
	Iteration 31Q: 3 clusters Score -816765.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -816773.187500 Penalty: 4499.482910
	Iteration 32Q: 3 clusters Score -816773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -816779.250000 Penalty: 4499.482910
	Iteration 33Q: 3 clusters Score -816779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -816783.562500 Penalty: 4499.482910
	Iteration 34Q: 3 clusters Score -816783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -816790.812500 Penalty: 4499.482910
	Iteration 35Q: 3 clusters Score -816790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -816792.562500 Penalty: 4499.482910
	Iteration 36Q: 3 clusters Score -816792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -816792.937500 Penalty: 4499.482910
	Iteration 37Q: 3 clusters Score -816792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -816794.562500 Penalty: 4499.482910
	Iteration 38Q: 3 clusters Score -816794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -816794.000000 Penalty: 4499.482910
	Iteration 39Q: 3 clusters Score -816794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -816796.875000 Penalty: 4499.482910
	Iteration 40F: 3 clusters Score -816796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -816800.750000 Penalty: 4499.482910
	Iteration 41Q: 3 clusters Score -816800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -816805.062500 Penalty: 4499.482910
	Iteration 42Q: 3 clusters Score -816805.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -816812.062500 Penalty: 4499.482910
	Iteration 43Q: 3 clusters Score -816812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -816817.625000 Penalty: 4499.482910
	Iteration 44Q: 3 clusters Score -816817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -816824.375000 Penalty: 4499.482910
	Iteration 45Q: 3 clusters Score -816824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -816828.000000 Penalty: 4499.482910
	Iteration 46Q: 3 clusters Score -816828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -816831.062500 Penalty: 4499.482910
	Iteration 47Q: 3 clusters Score -816831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -816835.562500 Penalty: 4499.482910
	Iteration 48Q: 3 clusters Score -816835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -816835.437500 Penalty: 4499.482910
	Iteration 49Q: 3 clusters Score -816835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -816836.812500 Penalty: 4499.482910
	Iteration 50Q: 3 clusters Score -816836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -816838.500000 Penalty: 4499.482910
	Iteration 51Q: 3 clusters Score -816838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -816841.250000 Penalty: 4499.482910
	Iteration 52Q: 3 clusters Score -816841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -816843.250000 Penalty: 4499.482910
	Iteration 53Q: 3 clusters Score -816843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -816843.062500 Penalty: 4499.482910
	Iteration 54Q: 3 clusters Score -816843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -816844.125000 Penalty: 4499.482910
	Iteration 55Q: 3 clusters Score -816844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -816845.187500 Penalty: 4499.482910
	Iteration 56Q: 3 clusters Score -816845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -816846.000000 Penalty: 4499.482910
	Iteration 57Q: 3 clusters Score -816846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -816846.875000 Penalty: 4499.482910
	Iteration 58Q: 3 clusters Score -816846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -816846.875000 Penalty: 4499.482910
	Iteration 59Q: 3 clusters Score -816846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -816846.875000 Penalty: 4499.482910
	Iteration 60F: 3 clusters Score -816846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -127749.007812 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -127749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125530.718750 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -125530.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125893.312500 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -125893.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125990.609375 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -125990.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -126035.015625 Penalty: 3580.579346
	Iteration 3Q: 3 clusters Score -126035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -126056.679688 Penalty: 3580.579346
	Iteration 4Q: 3 clusters Score -126056.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126071.140625 Penalty: 3580.579346
	Iteration 5Q: 3 clusters Score -126071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126077.382812 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -126077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -126081.781250 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -126081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -126088.226562 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -126088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126093.101562 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -126093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126102.242188 Penalty: 3580.579346
	Iteration 10Q: 3 clusters Score -126102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -126108.312500 Penalty: 3580.579346
	Iteration 11Q: 3 clusters Score -126108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -126116.585938 Penalty: 3580.579346
	Iteration 12Q: 3 clusters Score -126116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126123.109375 Penalty: 3580.579346
	Iteration 13Q: 3 clusters Score -126123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126125.718750 Penalty: 3580.579346
	Iteration 14Q: 3 clusters Score -126125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126126.804688 Penalty: 3580.579346
	Iteration 15Q: 3 clusters Score -126126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -126126.976562 Penalty: 3580.579346
	Iteration 16Q: 3 clusters Score -126127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -126126.976562 Penalty: 3580.579346
	Iteration 17F: 3 clusters Score -126127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -316352.875000 Penalty: 2013.315308
	Iteration 0F: 2 clusters Score -316352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -312861.906250 Penalty: 4026.630615
	Iteration 0F: 3 clusters Score -312861.9 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -313617.500000 Penalty: 4026.630615
	Iteration 1F: 3 clusters Score -313617.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -313759.625000 Penalty: 4026.630615
	Iteration 2F: 3 clusters Score -313759.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -313830.000000 Penalty: 4026.630615
	Iteration 3Q: 3 clusters Score -313830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -313873.156250 Penalty: 4026.630615
	Iteration 4Q: 3 clusters Score -313873.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -313910.718750 Penalty: 4026.630615
	Iteration 5Q: 3 clusters Score -313910.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -313946.906250 Penalty: 4026.630615
	Iteration 6Q: 3 clusters Score -313946.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -313980.625000 Penalty: 4026.630615
	Iteration 7Q: 3 clusters Score -313980.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -314015.968750 Penalty: 4026.630615
	Iteration 8Q: 3 clusters Score -314016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -314044.406250 Penalty: 4026.630615
	Iteration 9Q: 3 clusters Score -314044.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314068.343750 Penalty: 4026.630615
	Iteration 10Q: 3 clusters Score -314068.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -314087.375000 Penalty: 4026.630615
	Iteration 11Q: 3 clusters Score -314087.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -314102.906250 Penalty: 4026.630615
	Iteration 12Q: 3 clusters Score -314102.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -314112.750000 Penalty: 4026.630615
	Iteration 13Q: 3 clusters Score -314112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -314119.968750 Penalty: 4026.630615
	Iteration 14Q: 3 clusters Score -314120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -314126.718750 Penalty: 4026.630615
	Iteration 15Q: 3 clusters Score -314126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -314132.437500 Penalty: 4026.630615
	Iteration 16Q: 3 clusters Score -314132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -314139.718750 Penalty: 4026.630615
	Iteration 17Q: 3 clusters Score -314139.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -314145.500000 Penalty: 4026.630615
	Iteration 18Q: 3 clusters Score -314145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -314148.656250 Penalty: 4026.630615
	Iteration 19Q: 3 clusters Score -314148.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -314152.468750 Penalty: 4026.630615
	Iteration 20F: 3 clusters Score -314152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -314155.593750 Penalty: 4026.630615
	Iteration 21Q: 3 clusters Score -314155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -314157.843750 Penalty: 4026.630615
	Iteration 22Q: 3 clusters Score -314157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -314159.437500 Penalty: 4026.630615
	Iteration 23Q: 3 clusters Score -314159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -314162.437500 Penalty: 4026.630615
	Iteration 24Q: 3 clusters Score -314162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -314164.125000 Penalty: 4026.630615
	Iteration 25Q: 3 clusters Score -314164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -314167.500000 Penalty: 4026.630615
	Iteration 26Q: 3 clusters Score -314167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -314169.843750 Penalty: 4026.630615
	Iteration 27Q: 3 clusters Score -314169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -314171.031250 Penalty: 4026.630615
	Iteration 28Q: 3 clusters Score -314171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -314172.156250 Penalty: 4026.630615
	Iteration 29Q: 3 clusters Score -314172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -314172.656250 Penalty: 4026.630615
	Iteration 30Q: 3 clusters Score -314172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -314172.125000 Penalty: 4026.630615
	Iteration 31Q: 3 clusters Score -314172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -314173.031250 Penalty: 4026.630615
	Iteration 32Q: 3 clusters Score -314173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -314173.031250 Penalty: 4026.630615
	Iteration 33F: 3 clusters Score -314173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Entering Unmasked Estep 
Score: -3981021.500000 Penalty: 2631.468506
	Iteration 0F: 2 clusters Score -3981022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3953655.250000 Penalty: 5262.937012
	Iteration 0F: 3 clusters Score -3953655 nChanged 18577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3963865.250000 Penalty: 5262.937012
	Iteration 1F: 3 clusters Score -3963865 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3964544.000000 Penalty: 5262.937012
	Iteration 2Q: 3 clusters Score -3964544 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3965304.000000 Penalty: 5262.937012
	Iteration 3Q: 3 clusters Score -3965304 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3966221.000000 Penalty: 5262.937012
	Iteration 4Q: 3 clusters Score -3966221 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3967486.000000 Penalty: 5262.937012
	Iteration 5F: 3 clusters Score -3967486 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3969174.500000 Penalty: 5262.937012
	Iteration 6F: 3 clusters Score -3969174 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3971160.750000 Penalty: 5262.937012
	Iteration 7F: 3 clusters Score -3971161 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3973059.750000 Penalty: 5262.937012
	Iteration 8F: 3 clusters Score -3973060 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3974499.000000 Penalty: 5262.937012
	Iteration 9F: 3 clusters Score -3974499 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3975432.500000 Penalty: 5262.937012
	Iteration 10Q: 3 clusters Score -3975432 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3975994.250000 Penalty: 5262.937012
	Iteration 11Q: 3 clusters Score -3975994 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3976326.000000 Penalty: 5262.937012
	Iteration 12Q: 3 clusters Score -3976326 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3976576.250000 Penalty: 5262.937012
	Iteration 13Q: 3 clusters Score -3976576 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3976767.000000 Penalty: 5262.937012
	Iteration 14Q: 3 clusters Score -3976767 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3976966.000000 Penalty: 5262.937012
	Iteration 15Q: 3 clusters Score -3976966 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3977104.000000 Penalty: 5262.937012
	Iteration 16Q: 3 clusters Score -3977104 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3977241.750000 Penalty: 5262.937012
	Iteration 17Q: 3 clusters Score -3977242 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3977395.500000 Penalty: 5262.937012
	Iteration 18Q: 3 clusters Score -3977396 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3977506.750000 Penalty: 5262.937012
	Iteration 19Q: 3 clusters Score -3977507 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3977676.750000 Penalty: 5262.937012
	Iteration 20F: 3 clusters Score -3977677 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3977816.750000 Penalty: 5262.937012
	Iteration 21Q: 3 clusters Score -3977817 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3977950.500000 Penalty: 5262.937012
	Iteration 22Q: 3 clusters Score -3977950 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3978070.250000 Penalty: 5262.937012
	Iteration 23Q: 3 clusters Score -3978070 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3978182.250000 Penalty: 5262.937012
	Iteration 24Q: 3 clusters Score -3978182 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3978238.250000 Penalty: 5262.937012
	Iteration 25Q: 3 clusters Score -3978238 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3978319.750000 Penalty: 5262.937012
	Iteration 26Q: 3 clusters Score -3978320 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3978391.000000 Penalty: 5262.937012
	Iteration 27Q: 3 clusters Score -3978391 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3978477.750000 Penalty: 5262.937012
	Iteration 28Q: 3 clusters Score -3978478 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3978541.000000 Penalty: 5262.937012
	Iteration 29Q: 3 clusters Score -3978541 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3978623.250000 Penalty: 5262.937012
	Iteration 30Q: 3 clusters Score -3978623 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3978675.750000 Penalty: 5262.937012
	Iteration 31Q: 3 clusters Score -3978676 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3978750.750000 Penalty: 5262.937012
	Iteration 32Q: 3 clusters Score -3978751 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3978804.000000 Penalty: 5262.937012
	Iteration 33Q: 3 clusters Score -3978804 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3978895.500000 Penalty: 5262.937012
	Iteration 34Q: 3 clusters Score -3978896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3978991.750000 Penalty: 5262.937012
	Iteration 35Q: 3 clusters Score -3978992 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3979051.500000 Penalty: 5262.937012
	Iteration 36Q: 3 clusters Score -3979052 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3979124.750000 Penalty: 5262.937012
	Iteration 37Q: 3 clusters Score -3979125 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3979188.250000 Penalty: 5262.937012
	Iteration 38Q: 3 clusters Score -3979188 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3979254.500000 Penalty: 5262.937012
	Iteration 39Q: 3 clusters Score -3979254 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3979285.500000 Penalty: 5262.937012
	Iteration 40F: 3 clusters Score -3979286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3979334.500000 Penalty: 5262.937012
	Iteration 41Q: 3 clusters Score -3979334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3979362.750000 Penalty: 5262.937012
	Iteration 42Q: 3 clusters Score -3979363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3979398.750000 Penalty: 5262.937012
	Iteration 43Q: 3 clusters Score -3979399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3979413.000000 Penalty: 5262.937012
	Iteration 44Q: 3 clusters Score -3979413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3979453.000000 Penalty: 5262.937012
	Iteration 45Q: 3 clusters Score -3979453 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3979480.250000 Penalty: 5262.937012
	Iteration 46Q: 3 clusters Score -3979480 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3979498.500000 Penalty: 5262.937012
	Iteration 47Q: 3 clusters Score -3979498 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3979535.750000 Penalty: 5262.937012
	Iteration 48Q: 3 clusters Score -3979536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3979568.000000 Penalty: 5262.937012
	Iteration 49Q: 3 clusters Score -3979568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3979590.000000 Penalty: 5262.937012
	Iteration 50Q: 3 clusters Score -3979590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3979604.000000 Penalty: 5262.937012
	Iteration 51Q: 3 clusters Score -3979604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3979620.750000 Penalty: 5262.937012
	Iteration 52Q: 3 clusters Score -3979621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3979633.750000 Penalty: 5262.937012
	Iteration 53Q: 3 clusters Score -3979634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3979647.750000 Penalty: 5262.937012
	Iteration 54Q: 3 clusters Score -3979648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3979646.000000 Penalty: 5262.937012
	Iteration 55Q: 3 clusters Score -3979646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3979656.250000 Penalty: 5262.937012
	Iteration 56Q: 3 clusters Score -3979656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3979674.000000 Penalty: 5262.937012
	Iteration 57Q: 3 clusters Score -3979674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3979676.500000 Penalty: 5262.937012
	Iteration 58Q: 3 clusters Score -3979676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3979685.000000 Penalty: 5262.937012
	Iteration 59Q: 3 clusters Score -3979685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3979696.750000 Penalty: 5262.937012
	Iteration 60F: 3 clusters Score -3979697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3979706.750000 Penalty: 5262.937012
	Iteration 61Q: 3 clusters Score -3979707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3979704.250000 Penalty: 5262.937012
	Iteration 62Q: 3 clusters Score -3979704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3979703.000000 Penalty: 5262.937012
	Iteration 63Q: 3 clusters Score -3979703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3979697.250000 Penalty: 5262.937012
	Iteration 64Q: 3 clusters Score -3979697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3979708.500000 Penalty: 5262.937012
	Iteration 65Q: 3 clusters Score -3979708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3979702.500000 Penalty: 5262.937012
	Iteration 66Q: 3 clusters Score -3979702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3979704.750000 Penalty: 5262.937012
	Iteration 67Q: 3 clusters Score -3979705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3979704.500000 Penalty: 5262.937012
	Iteration 68Q: 3 clusters Score -3979704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3979697.250000 Penalty: 5262.937012
	Iteration 69Q: 3 clusters Score -3979697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3979703.250000 Penalty: 5262.937012
	Iteration 70Q: 3 clusters Score -3979703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3979698.000000 Penalty: 5262.937012
	Iteration 71Q: 3 clusters Score -3979698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3979702.500000 Penalty: 5262.937012
	Iteration 72Q: 3 clusters Score -3979702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3979705.750000 Penalty: 5262.937012
	Iteration 73Q: 3 clusters Score -3979706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3979706.750000 Penalty: 5262.937012
	Iteration 74Q: 3 clusters Score -3979707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3979716.250000 Penalty: 5262.937012
	Iteration 75Q: 3 clusters Score -3979716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3979708.750000 Penalty: 5262.937012
	Iteration 76Q: 3 clusters Score -3979709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3979708.750000 Penalty: 5262.937012
	Iteration 77Q: 3 clusters Score -3979709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3979708.750000 Penalty: 5262.937012
	Iteration 78F: 3 clusters Score -3979709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -276007.062500 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -276007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -272717.531250 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -272717.5 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -273396.843750 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -273396.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -273578.437500 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -273578.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -273701.625000 Penalty: 3969.336182
	Iteration 3F: 3 clusters Score -273701.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -273812.531250 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -273812.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -273902.062500 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -273902.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -273960.437500 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -273960.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -274022.187500 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -274022.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -274073.500000 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -274073.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -274125.843750 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -274125.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -274172.093750 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -274172.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -274209.093750 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -274209.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -274237.468750 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -274237.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -274280.593750 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -274280.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -274330.718750 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -274330.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274382.718750 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -274382.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -274448.437500 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -274448.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274521.625000 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -274521.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -274632.093750 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -274632.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -274844.437500 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -274844.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -275263.625000 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -275263.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -275540.156250 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -275540.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -275649.281250 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -275649.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -275704.187500 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -275704.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -275736.875000 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -275736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -275766.000000 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -275766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -275787.531250 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -275787.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -275809.343750 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -275809.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -275829.218750 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -275829.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -275841.656250 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -275841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -275849.343750 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -275849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -275854.843750 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -275854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -275857.312500 Penalty: 3969.336182
	Iteration 32Q: 3 clusters Score -275857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -275858.218750 Penalty: 3969.336182
	Iteration 33Q: 3 clusters Score -275858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -275860.187500 Penalty: 3969.336182
	Iteration 34F: 3 clusters Score -275860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -275865.562500 Penalty: 3969.336182
	Iteration 35Q: 3 clusters Score -275865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -275871.843750 Penalty: 3969.336182
	Iteration 36Q: 3 clusters Score -275871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -275878.343750 Penalty: 3969.336182
	Iteration 37Q: 3 clusters Score -275878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -275882.687500 Penalty: 3969.336182
	Iteration 38Q: 3 clusters Score -275882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -275888.937500 Penalty: 3969.336182
	Iteration 39Q: 3 clusters Score -275888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -275894.093750 Penalty: 3969.336182
	Iteration 40F: 3 clusters Score -275894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -275895.468750 Penalty: 3969.336182
	Iteration 41Q: 3 clusters Score -275895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -275901.531250 Penalty: 3969.336182
	Iteration 42Q: 3 clusters Score -275901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -275904.781250 Penalty: 3969.336182
	Iteration 43Q: 3 clusters Score -275904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -275906.468750 Penalty: 3969.336182
	Iteration 44Q: 3 clusters Score -275906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -275906.625000 Penalty: 3969.336182
	Iteration 45Q: 3 clusters Score -275906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -275908.156250 Penalty: 3969.336182
	Iteration 46Q: 3 clusters Score -275908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -275910.000000 Penalty: 3969.336182
	Iteration 47Q: 3 clusters Score -275910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -275911.718750 Penalty: 3969.336182
	Iteration 48Q: 3 clusters Score -275911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -275915.531250 Penalty: 3969.336182
	Iteration 49Q: 3 clusters Score -275915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -275919.250000 Penalty: 3969.336182
	Iteration 50Q: 3 clusters Score -275919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -275922.843750 Penalty: 3969.336182
	Iteration 51Q: 3 clusters Score -275922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275924.906250 Penalty: 3969.336182
	Iteration 52Q: 3 clusters Score -275924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -275927.375000 Penalty: 3969.336182
	Iteration 53Q: 3 clusters Score -275927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -275928.937500 Penalty: 3969.336182
	Iteration 54Q: 3 clusters Score -275928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -275929.750000 Penalty: 3969.336182
	Iteration 55Q: 3 clusters Score -275929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -275931.312500 Penalty: 3969.336182
	Iteration 56Q: 3 clusters Score -275931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -275931.312500 Penalty: 3969.336182
	Iteration 57F: 3 clusters Score -275931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Entering Unmasked Estep 
Score: -2294085.500000 Penalty: 2483.494141
	Iteration 0F: 2 clusters Score -2294086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2278552.000000 Penalty: 4966.988281
	Iteration 0F: 3 clusters Score -2278552 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2283877.250000 Penalty: 4966.988281
	Iteration 1F: 3 clusters Score -2283877 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2284513.000000 Penalty: 4966.988281
	Iteration 2F: 3 clusters Score -2284513 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2285355.750000 Penalty: 4966.988281
	Iteration 3F: 3 clusters Score -2285356 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2286464.500000 Penalty: 4966.988281
	Iteration 4F: 3 clusters Score -2286464 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2287645.000000 Penalty: 4966.988281
	Iteration 5F: 3 clusters Score -2287645 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2288717.000000 Penalty: 4966.988281
	Iteration 6F: 3 clusters Score -2288717 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2289575.250000 Penalty: 4966.988281
	Iteration 7F: 3 clusters Score -2289575 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2290185.750000 Penalty: 4966.988281
	Iteration 8Q: 3 clusters Score -2290186 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2290551.250000 Penalty: 4966.988281
	Iteration 9Q: 3 clusters Score -2290551 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2290789.000000 Penalty: 4966.988281
	Iteration 10Q: 3 clusters Score -2290789 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2290986.000000 Penalty: 4966.988281
	Iteration 11Q: 3 clusters Score -2290986 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2291122.750000 Penalty: 4966.988281
	Iteration 12Q: 3 clusters Score -2291123 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2291249.500000 Penalty: 4966.988281
	Iteration 13Q: 3 clusters Score -2291250 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2291360.000000 Penalty: 4966.988281
	Iteration 14Q: 3 clusters Score -2291360 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2291468.250000 Penalty: 4966.988281
	Iteration 15Q: 3 clusters Score -2291468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2291557.000000 Penalty: 4966.988281
	Iteration 16Q: 3 clusters Score -2291557 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2291641.000000 Penalty: 4966.988281
	Iteration 17Q: 3 clusters Score -2291641 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2291696.750000 Penalty: 4966.988281
	Iteration 18Q: 3 clusters Score -2291697 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2291747.250000 Penalty: 4966.988281
	Iteration 19Q: 3 clusters Score -2291747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2291784.500000 Penalty: 4966.988281
	Iteration 20F: 3 clusters Score -2291784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2291832.500000 Penalty: 4966.988281
	Iteration 21Q: 3 clusters Score -2291832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2291872.250000 Penalty: 4966.988281
	Iteration 22Q: 3 clusters Score -2291872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2291918.250000 Penalty: 4966.988281
	Iteration 23Q: 3 clusters Score -2291918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2291967.750000 Penalty: 4966.988281
	Iteration 24Q: 3 clusters Score -2291968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2292001.000000 Penalty: 4966.988281
	Iteration 25Q: 3 clusters Score -2292001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2292024.750000 Penalty: 4966.988281
	Iteration 26Q: 3 clusters Score -2292025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2292052.250000 Penalty: 4966.988281
	Iteration 27Q: 3 clusters Score -2292052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2292075.250000 Penalty: 4966.988281
	Iteration 28Q: 3 clusters Score -2292075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2292097.250000 Penalty: 4966.988281
	Iteration 29Q: 3 clusters Score -2292097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2292111.500000 Penalty: 4966.988281
	Iteration 30Q: 3 clusters Score -2292112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2292121.000000 Penalty: 4966.988281
	Iteration 31Q: 3 clusters Score -2292121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2292127.000000 Penalty: 4966.988281
	Iteration 32Q: 3 clusters Score -2292127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2292135.750000 Penalty: 4966.988281
	Iteration 33Q: 3 clusters Score -2292136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2292134.750000 Penalty: 4966.988281
	Iteration 34Q: 3 clusters Score -2292135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2292143.250000 Penalty: 4966.988281
	Iteration 35Q: 3 clusters Score -2292143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2292140.750000 Penalty: 4966.988281
	Iteration 36Q: 3 clusters Score -2292141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2292143.750000 Penalty: 4966.988281
	Iteration 37Q: 3 clusters Score -2292144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2292146.250000 Penalty: 4966.988281
	Iteration 38Q: 3 clusters Score -2292146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2292147.250000 Penalty: 4966.988281
	Iteration 39Q: 3 clusters Score -2292147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2292153.500000 Penalty: 4966.988281
	Iteration 40F: 3 clusters Score -2292154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2292158.000000 Penalty: 4966.988281
	Iteration 41Q: 3 clusters Score -2292158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2292163.500000 Penalty: 4966.988281
	Iteration 42Q: 3 clusters Score -2292164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2292167.250000 Penalty: 4966.988281
	Iteration 43Q: 3 clusters Score -2292167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2292171.500000 Penalty: 4966.988281
	Iteration 44Q: 3 clusters Score -2292172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2292173.500000 Penalty: 4966.988281
	Iteration 45Q: 3 clusters Score -2292174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2292176.500000 Penalty: 4966.988281
	Iteration 46Q: 3 clusters Score -2292176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2292180.500000 Penalty: 4966.988281
	Iteration 47Q: 3 clusters Score -2292180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2292180.250000 Penalty: 4966.988281
	Iteration 48Q: 3 clusters Score -2292180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2292183.500000 Penalty: 4966.988281
	Iteration 49Q: 3 clusters Score -2292184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2292185.250000 Penalty: 4966.988281
	Iteration 50Q: 3 clusters Score -2292185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2292189.500000 Penalty: 4966.988281
	Iteration 51Q: 3 clusters Score -2292190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2292193.250000 Penalty: 4966.988281
	Iteration 52Q: 3 clusters Score -2292193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2292194.750000 Penalty: 4966.988281
	Iteration 53Q: 3 clusters Score -2292195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2292192.250000 Penalty: 4966.988281
	Iteration 54Q: 3 clusters Score -2292192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2292195.250000 Penalty: 4966.988281
	Iteration 55Q: 3 clusters Score -2292195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2292195.500000 Penalty: 4966.988281
	Iteration 56Q: 3 clusters Score -2292196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2292193.500000 Penalty: 4966.988281
	Iteration 57Q: 3 clusters Score -2292194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2292194.000000 Penalty: 4966.988281
	Iteration 58Q: 3 clusters Score -2292194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2292195.750000 Penalty: 4966.988281
	Iteration 59Q: 3 clusters Score -2292196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2292195.750000 Penalty: 4966.988281
	Iteration 60F: 3 clusters Score -2292196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99286 members 
Entering Unmasked Estep 
Score: -9653915.000000 Penalty: 2853.428467
	Iteration 0F: 2 clusters Score -9653915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -9587871.000000 Penalty: 5706.856934
	Iteration 0F: 3 clusters Score -9587871 nChanged 46828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -9615202.000000 Penalty: 5706.856934
	Iteration 1F: 3 clusters Score -9615202 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -9617665.000000 Penalty: 5706.856934
	Iteration 2F: 3 clusters Score -9617665 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -9621241.000000 Penalty: 5706.856934
	Iteration 3F: 3 clusters Score -9621241 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -9625223.000000 Penalty: 5706.856934
	Iteration 4F: 3 clusters Score -9625223 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -9628873.000000 Penalty: 5706.856934
	Iteration 5F: 3 clusters Score -9628873 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -9632145.000000 Penalty: 5706.856934
	Iteration 6F: 3 clusters Score -9632145 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -9634899.000000 Penalty: 5706.856934
	Iteration 7F: 3 clusters Score -9634899 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -9637402.000000 Penalty: 5706.856934
	Iteration 8Q: 3 clusters Score -9637402 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -9639738.000000 Penalty: 5706.856934
	Iteration 9Q: 3 clusters Score -9639738 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -9642304.000000 Penalty: 5706.856934
	Iteration 10Q: 3 clusters Score -9642304 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -9644739.000000 Penalty: 5706.856934
	Iteration 11Q: 3 clusters Score -9644739 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -9646945.000000 Penalty: 5706.856934
	Iteration 12Q: 3 clusters Score -9646945 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -9648665.000000 Penalty: 5706.856934
	Iteration 13Q: 3 clusters Score -9648665 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -9649853.000000 Penalty: 5706.856934
	Iteration 14Q: 3 clusters Score -9649853 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -9650518.000000 Penalty: 5706.856934
	Iteration 15Q: 3 clusters Score -9650518 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -9650908.000000 Penalty: 5706.856934
	Iteration 16Q: 3 clusters Score -9650908 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -9651145.000000 Penalty: 5706.856934
	Iteration 17Q: 3 clusters Score -9651145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -9651295.000000 Penalty: 5706.856934
	Iteration 18Q: 3 clusters Score -9651295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -9651371.000000 Penalty: 5706.856934
	Iteration 19Q: 3 clusters Score -9651371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -9651428.000000 Penalty: 5706.856934
	Iteration 20F: 3 clusters Score -9651428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -9651447.000000 Penalty: 5706.856934
	Iteration 21Q: 3 clusters Score -9651447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -9651473.000000 Penalty: 5706.856934
	Iteration 22Q: 3 clusters Score -9651473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -9651509.000000 Penalty: 5706.856934
	Iteration 23Q: 3 clusters Score -9651509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -9651529.000000 Penalty: 5706.856934
	Iteration 24Q: 3 clusters Score -9651529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -9651522.000000 Penalty: 5706.856934
	Iteration 25Q: 3 clusters Score -9651522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -9651541.000000 Penalty: 5706.856934
	Iteration 26Q: 3 clusters Score -9651541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -9651549.000000 Penalty: 5706.856934
	Iteration 27Q: 3 clusters Score -9651549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -9651554.000000 Penalty: 5706.856934
	Iteration 28Q: 3 clusters Score -9651554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 98631 members 
Entering Unmasked Estep 
Score: -9651556.000000 Penalty: 5706.856934
	Iteration 29Q: 3 clusters Score -9651556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -9651558.000000 Penalty: 5706.856934
	Iteration 30Q: 3 clusters Score -9651558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -9651559.000000 Penalty: 5706.856934
	Iteration 31Q: 3 clusters Score -9651559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -9651563.000000 Penalty: 5706.856934
	Iteration 32Q: 3 clusters Score -9651563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -9651562.000000 Penalty: 5706.856934
	Iteration 33Q: 3 clusters Score -9651562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -9651571.000000 Penalty: 5706.856934
	Iteration 34Q: 3 clusters Score -9651571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -9651568.000000 Penalty: 5706.856934
	Iteration 35Q: 3 clusters Score -9651568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -9651568.000000 Penalty: 5706.856934
	Iteration 36F: 3 clusters Score -9651568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Entering Unmasked Estep 
Score: -1577872.625000 Penalty: 2409.840088
	Iteration 0F: 2 clusters Score -1577873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1565901.625000 Penalty: 4819.680176
	Iteration 0F: 3 clusters Score -1565902 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1569969.375000 Penalty: 4819.680176
	Iteration 1F: 3 clusters Score -1569969 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1570432.250000 Penalty: 4819.680176
	Iteration 2F: 3 clusters Score -1570432 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1570796.750000 Penalty: 4819.680176
	Iteration 3F: 3 clusters Score -1570797 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1571185.250000 Penalty: 4819.680176
	Iteration 4Q: 3 clusters Score -1571185 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1571741.375000 Penalty: 4819.680176
	Iteration 5F: 3 clusters Score -1571741 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1572417.375000 Penalty: 4819.680176
	Iteration 6F: 3 clusters Score -1572417 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1573277.250000 Penalty: 4819.680176
	Iteration 7F: 3 clusters Score -1573277 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1574204.750000 Penalty: 4819.680176
	Iteration 8F: 3 clusters Score -1574205 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1575170.375000 Penalty: 4819.680176
	Iteration 9F: 3 clusters Score -1575170 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1576126.375000 Penalty: 4819.680176
	Iteration 10F: 3 clusters Score -1576126 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1577083.000000 Penalty: 4819.680176
	Iteration 11Q: 3 clusters Score -1577083 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1577656.625000 Penalty: 4819.680176
	Iteration 12Q: 3 clusters Score -1577657 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1577940.375000 Penalty: 4819.680176
	Iteration 13Q: 3 clusters Score -1577940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1578094.750000 Penalty: 4819.680176
	Iteration 14Q: 3 clusters Score -1578095 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1578164.250000 Penalty: 4819.680176
	Iteration 15Q: 3 clusters Score -1578164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1578199.875000 Penalty: 4819.680176
	Iteration 16Q: 3 clusters Score -1578200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1578219.000000 Penalty: 4819.680176
	Iteration 17Q: 3 clusters Score -1578219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1578234.875000 Penalty: 4819.680176
	Iteration 18Q: 3 clusters Score -1578235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1578239.125000 Penalty: 4819.680176
	Iteration 19Q: 3 clusters Score -1578239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1578248.750000 Penalty: 4819.680176
	Iteration 20F: 3 clusters Score -1578249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1578253.125000 Penalty: 4819.680176
	Iteration 21Q: 3 clusters Score -1578253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1578255.125000 Penalty: 4819.680176
	Iteration 22Q: 3 clusters Score -1578255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1578251.750000 Penalty: 4819.680176
	Iteration 23Q: 3 clusters Score -1578252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1578254.375000 Penalty: 4819.680176
	Iteration 24Q: 3 clusters Score -1578254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1578255.000000 Penalty: 4819.680176
	Iteration 25Q: 3 clusters Score -1578255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1578257.625000 Penalty: 4819.680176
	Iteration 26Q: 3 clusters Score -1578258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1578259.250000 Penalty: 4819.680176
	Iteration 27Q: 3 clusters Score -1578259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1578261.875000 Penalty: 4819.680176
	Iteration 28Q: 3 clusters Score -1578262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1578258.750000 Penalty: 4819.680176
	Iteration 29Q: 3 clusters Score -1578259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1578264.500000 Penalty: 4819.680176
	Iteration 30Q: 3 clusters Score -1578264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1578269.375000 Penalty: 4819.680176
	Iteration 31Q: 3 clusters Score -1578269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1578271.625000 Penalty: 4819.680176
	Iteration 32Q: 3 clusters Score -1578272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1578272.625000 Penalty: 4819.680176
	Iteration 33Q: 3 clusters Score -1578273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1578269.875000 Penalty: 4819.680176
	Iteration 34Q: 3 clusters Score -1578270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1578269.625000 Penalty: 4819.680176
	Iteration 35Q: 3 clusters Score -1578270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1578272.125000 Penalty: 4819.680176
	Iteration 36Q: 3 clusters Score -1578272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1578272.375000 Penalty: 4819.680176
	Iteration 37Q: 3 clusters Score -1578272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1578273.500000 Penalty: 4819.680176
	Iteration 38Q: 3 clusters Score -1578274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1578273.000000 Penalty: 4819.680176
	Iteration 39Q: 3 clusters Score -1578273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1578270.625000 Penalty: 4819.680176
	Iteration 40F: 3 clusters Score -1578271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1578269.625000 Penalty: 4819.680176
	Iteration 41Q: 3 clusters Score -1578270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1578269.625000 Penalty: 4819.680176
	Iteration 42F: 3 clusters Score -1578270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 64791 members 
Mstep: Class 5 contains 23991 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99286 members 
Mstep: Class 18 contains 10803 members 
Mstep: Class 19 contains 12099 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 14864 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 22726 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 13257 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 7564 members 
Mstep: Class 29 contains 6915 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24982 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 34056 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 7461 members 
Mstep: Class 41 contains 15564 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5796 members 
Entering Unmasked Estep 
Score: -58950660.000000 Penalty: 148959.000000
Splitting cluster 18 changes total score from -58951080.000000 to -58950660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Entering Unmasked Estep 
Score: -1212191.875000 Penalty: 2331.417725
	Iteration 0F: 2 clusters Score -1212192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1203139.750000 Penalty: 4662.835449
	Iteration 0F: 3 clusters Score -1203140 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1205831.125000 Penalty: 4662.835449
	Iteration 1F: 3 clusters Score -1205831 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1206128.375000 Penalty: 4662.835449
	Iteration 2F: 3 clusters Score -1206128 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1206370.750000 Penalty: 4662.835449
	Iteration 3Q: 3 clusters Score -1206371 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1206560.500000 Penalty: 4662.835449
	Iteration 4Q: 3 clusters Score -1206560 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1206753.375000 Penalty: 4662.835449
	Iteration 5Q: 3 clusters Score -1206753 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1206927.875000 Penalty: 4662.835449
	Iteration 6Q: 3 clusters Score -1206928 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1207152.250000 Penalty: 4662.835449
	Iteration 7Q: 3 clusters Score -1207152 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1207429.625000 Penalty: 4662.835449
	Iteration 8Q: 3 clusters Score -1207430 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1207932.625000 Penalty: 4662.835449
	Iteration 9Q: 3 clusters Score -1207933 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1208522.750000 Penalty: 4662.835449
	Iteration 10F: 3 clusters Score -1208523 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1208982.375000 Penalty: 4662.835449
	Iteration 11F: 3 clusters Score -1208982 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1209318.250000 Penalty: 4662.835449
	Iteration 12F: 3 clusters Score -1209318 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1209569.125000 Penalty: 4662.835449
	Iteration 13Q: 3 clusters Score -1209569 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1209760.500000 Penalty: 4662.835449
	Iteration 14Q: 3 clusters Score -1209760 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1209903.875000 Penalty: 4662.835449
	Iteration 15Q: 3 clusters Score -1209904 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1209996.000000 Penalty: 4662.835449
	Iteration 16Q: 3 clusters Score -1209996 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1210064.375000 Penalty: 4662.835449
	Iteration 17Q: 3 clusters Score -1210064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1210124.625000 Penalty: 4662.835449
	Iteration 18Q: 3 clusters Score -1210125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1210160.500000 Penalty: 4662.835449
	Iteration 19Q: 3 clusters Score -1210160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1210200.875000 Penalty: 4662.835449
	Iteration 20F: 3 clusters Score -1210201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1210229.125000 Penalty: 4662.835449
	Iteration 21Q: 3 clusters Score -1210229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1210250.625000 Penalty: 4662.835449
	Iteration 22Q: 3 clusters Score -1210251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1210273.125000 Penalty: 4662.835449
	Iteration 23Q: 3 clusters Score -1210273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1210286.125000 Penalty: 4662.835449
	Iteration 24Q: 3 clusters Score -1210286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1210299.500000 Penalty: 4662.835449
	Iteration 25Q: 3 clusters Score -1210300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1210313.375000 Penalty: 4662.835449
	Iteration 26Q: 3 clusters Score -1210313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1210321.375000 Penalty: 4662.835449
	Iteration 27Q: 3 clusters Score -1210321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1210325.125000 Penalty: 4662.835449
	Iteration 28Q: 3 clusters Score -1210325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1210342.000000 Penalty: 4662.835449
	Iteration 29Q: 3 clusters Score -1210342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1210347.625000 Penalty: 4662.835449
	Iteration 30Q: 3 clusters Score -1210348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1210361.375000 Penalty: 4662.835449
	Iteration 31Q: 3 clusters Score -1210361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1210371.500000 Penalty: 4662.835449
	Iteration 32Q: 3 clusters Score -1210372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1210383.250000 Penalty: 4662.835449
	Iteration 33Q: 3 clusters Score -1210383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1210403.875000 Penalty: 4662.835449
	Iteration 34Q: 3 clusters Score -1210404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1210421.000000 Penalty: 4662.835449
	Iteration 35Q: 3 clusters Score -1210421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1210444.375000 Penalty: 4662.835449
	Iteration 36Q: 3 clusters Score -1210444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1210462.875000 Penalty: 4662.835449
	Iteration 37Q: 3 clusters Score -1210463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1210479.625000 Penalty: 4662.835449
	Iteration 38Q: 3 clusters Score -1210480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1210494.750000 Penalty: 4662.835449
	Iteration 39Q: 3 clusters Score -1210495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1210507.375000 Penalty: 4662.835449
	Iteration 40F: 3 clusters Score -1210507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1210526.625000 Penalty: 4662.835449
	Iteration 41Q: 3 clusters Score -1210527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1210543.750000 Penalty: 4662.835449
	Iteration 42Q: 3 clusters Score -1210544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1210562.875000 Penalty: 4662.835449
	Iteration 43Q: 3 clusters Score -1210563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1210584.875000 Penalty: 4662.835449
	Iteration 44Q: 3 clusters Score -1210585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1210611.500000 Penalty: 4662.835449
	Iteration 45Q: 3 clusters Score -1210612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1210638.875000 Penalty: 4662.835449
	Iteration 46Q: 3 clusters Score -1210639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1210658.875000 Penalty: 4662.835449
	Iteration 47Q: 3 clusters Score -1210659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1210679.375000 Penalty: 4662.835449
	Iteration 48Q: 3 clusters Score -1210679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1210710.625000 Penalty: 4662.835449
	Iteration 49Q: 3 clusters Score -1210711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1210725.125000 Penalty: 4662.835449
	Iteration 50Q: 3 clusters Score -1210725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1210731.875000 Penalty: 4662.835449
	Iteration 51Q: 3 clusters Score -1210732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1210740.375000 Penalty: 4662.835449
	Iteration 52Q: 3 clusters Score -1210740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1210742.750000 Penalty: 4662.835449
	Iteration 53Q: 3 clusters Score -1210743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1210741.750000 Penalty: 4662.835449
	Iteration 54Q: 3 clusters Score -1210742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1210742.250000 Penalty: 4662.835449
	Iteration 55Q: 3 clusters Score -1210742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1210742.250000 Penalty: 4662.835449
	Iteration 56F: 3 clusters Score -1210742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Entering Unmasked Estep 
Score: -1208411.375000 Penalty: 2360.985107
	Iteration 0F: 2 clusters Score -1208411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1198405.625000 Penalty: 4721.970215
	Iteration 0F: 3 clusters Score -1198406 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1201846.375000 Penalty: 4721.970215
	Iteration 1F: 3 clusters Score -1201846 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1202578.500000 Penalty: 4721.970215
	Iteration 2F: 3 clusters Score -1202578 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1203433.625000 Penalty: 4721.970215
	Iteration 3F: 3 clusters Score -1203434 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1204399.250000 Penalty: 4721.970215
	Iteration 4F: 3 clusters Score -1204399 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1205283.750000 Penalty: 4721.970215
	Iteration 5F: 3 clusters Score -1205284 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1205874.000000 Penalty: 4721.970215
	Iteration 6F: 3 clusters Score -1205874 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1206204.875000 Penalty: 4721.970215
	Iteration 7Q: 3 clusters Score -1206205 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1206393.875000 Penalty: 4721.970215
	Iteration 8Q: 3 clusters Score -1206394 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1206501.125000 Penalty: 4721.970215
	Iteration 9Q: 3 clusters Score -1206501 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1206584.875000 Penalty: 4721.970215
	Iteration 10Q: 3 clusters Score -1206585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1206633.250000 Penalty: 4721.970215
	Iteration 11Q: 3 clusters Score -1206633 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1206673.375000 Penalty: 4721.970215
	Iteration 12Q: 3 clusters Score -1206673 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1206707.375000 Penalty: 4721.970215
	Iteration 13Q: 3 clusters Score -1206707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1206730.125000 Penalty: 4721.970215
	Iteration 14Q: 3 clusters Score -1206730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1206752.375000 Penalty: 4721.970215
	Iteration 15Q: 3 clusters Score -1206752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1206775.750000 Penalty: 4721.970215
	Iteration 16Q: 3 clusters Score -1206776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1206794.875000 Penalty: 4721.970215
	Iteration 17Q: 3 clusters Score -1206795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1206810.875000 Penalty: 4721.970215
	Iteration 18Q: 3 clusters Score -1206811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1206828.500000 Penalty: 4721.970215
	Iteration 19Q: 3 clusters Score -1206828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1206845.000000 Penalty: 4721.970215
	Iteration 20F: 3 clusters Score -1206845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1206865.500000 Penalty: 4721.970215
	Iteration 21Q: 3 clusters Score -1206866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1206880.750000 Penalty: 4721.970215
	Iteration 22Q: 3 clusters Score -1206881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1206894.250000 Penalty: 4721.970215
	Iteration 23Q: 3 clusters Score -1206894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1206912.500000 Penalty: 4721.970215
	Iteration 24Q: 3 clusters Score -1206912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1206920.375000 Penalty: 4721.970215
	Iteration 25Q: 3 clusters Score -1206920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1206934.500000 Penalty: 4721.970215
	Iteration 26Q: 3 clusters Score -1206934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1206947.125000 Penalty: 4721.970215
	Iteration 27Q: 3 clusters Score -1206947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1206961.250000 Penalty: 4721.970215
	Iteration 28Q: 3 clusters Score -1206961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1206967.625000 Penalty: 4721.970215
	Iteration 29Q: 3 clusters Score -1206968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1206974.250000 Penalty: 4721.970215
	Iteration 30Q: 3 clusters Score -1206974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1206987.000000 Penalty: 4721.970215
	Iteration 31Q: 3 clusters Score -1206987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1206991.500000 Penalty: 4721.970215
	Iteration 32Q: 3 clusters Score -1206992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1206999.250000 Penalty: 4721.970215
	Iteration 33Q: 3 clusters Score -1206999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1207005.750000 Penalty: 4721.970215
	Iteration 34Q: 3 clusters Score -1207006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1207014.250000 Penalty: 4721.970215
	Iteration 35Q: 3 clusters Score -1207014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1207015.750000 Penalty: 4721.970215
	Iteration 36Q: 3 clusters Score -1207016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1207024.250000 Penalty: 4721.970215
	Iteration 37Q: 3 clusters Score -1207024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1207026.750000 Penalty: 4721.970215
	Iteration 38Q: 3 clusters Score -1207027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1207031.875000 Penalty: 4721.970215
	Iteration 39Q: 3 clusters Score -1207032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1207039.625000 Penalty: 4721.970215
	Iteration 40F: 3 clusters Score -1207040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1207047.250000 Penalty: 4721.970215
	Iteration 41Q: 3 clusters Score -1207047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1207054.000000 Penalty: 4721.970215
	Iteration 42Q: 3 clusters Score -1207054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1207057.250000 Penalty: 4721.970215
	Iteration 43Q: 3 clusters Score -1207057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1207064.125000 Penalty: 4721.970215
	Iteration 44Q: 3 clusters Score -1207064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1207065.250000 Penalty: 4721.970215
	Iteration 45Q: 3 clusters Score -1207065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1207069.625000 Penalty: 4721.970215
	Iteration 46Q: 3 clusters Score -1207070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1207074.625000 Penalty: 4721.970215
	Iteration 47Q: 3 clusters Score -1207075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1207076.375000 Penalty: 4721.970215
	Iteration 48Q: 3 clusters Score -1207076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1207079.875000 Penalty: 4721.970215
	Iteration 49Q: 3 clusters Score -1207080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1207082.875000 Penalty: 4721.970215
	Iteration 50Q: 3 clusters Score -1207083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1207083.875000 Penalty: 4721.970215
	Iteration 51Q: 3 clusters Score -1207084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1207086.625000 Penalty: 4721.970215
	Iteration 52Q: 3 clusters Score -1207087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1207087.625000 Penalty: 4721.970215
	Iteration 53Q: 3 clusters Score -1207088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1207096.500000 Penalty: 4721.970215
	Iteration 54Q: 3 clusters Score -1207096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1207093.875000 Penalty: 4721.970215
	Iteration 55Q: 3 clusters Score -1207094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1207098.000000 Penalty: 4721.970215
	Iteration 56Q: 3 clusters Score -1207098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1207097.750000 Penalty: 4721.970215
	Iteration 57Q: 3 clusters Score -1207098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1207100.125000 Penalty: 4721.970215
	Iteration 58Q: 3 clusters Score -1207100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1207100.750000 Penalty: 4721.970215
	Iteration 59Q: 3 clusters Score -1207101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1207102.375000 Penalty: 4721.970215
	Iteration 60F: 3 clusters Score -1207102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1207104.625000 Penalty: 4721.970215
	Iteration 61Q: 3 clusters Score -1207105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1207108.500000 Penalty: 4721.970215
	Iteration 62Q: 3 clusters Score -1207108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1207106.625000 Penalty: 4721.970215
	Iteration 63Q: 3 clusters Score -1207107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1207109.000000 Penalty: 4721.970215
	Iteration 64Q: 3 clusters Score -1207109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1207110.375000 Penalty: 4721.970215
	Iteration 65Q: 3 clusters Score -1207110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1207115.625000 Penalty: 4721.970215
	Iteration 66Q: 3 clusters Score -1207116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1207119.250000 Penalty: 4721.970215
	Iteration 67Q: 3 clusters Score -1207119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1207119.125000 Penalty: 4721.970215
	Iteration 68Q: 3 clusters Score -1207119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1207120.875000 Penalty: 4721.970215
	Iteration 69Q: 3 clusters Score -1207121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1207124.375000 Penalty: 4721.970215
	Iteration 70Q: 3 clusters Score -1207124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1207126.000000 Penalty: 4721.970215
	Iteration 71Q: 3 clusters Score -1207126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1207124.000000 Penalty: 4721.970215
	Iteration 72Q: 3 clusters Score -1207124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1207122.625000 Penalty: 4721.970215
	Iteration 73Q: 3 clusters Score -1207123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1207122.750000 Penalty: 4721.970215
	Iteration 74Q: 3 clusters Score -1207123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1207125.750000 Penalty: 4721.970215
	Iteration 75Q: 3 clusters Score -1207126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1207123.000000 Penalty: 4721.970215
	Iteration 76Q: 3 clusters Score -1207123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1207124.625000 Penalty: 4721.970215
	Iteration 77Q: 3 clusters Score -1207125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1207124.625000 Penalty: 4721.970215
	Iteration 78F: 3 clusters Score -1207125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Entering Unmasked Estep 
Score: -1485463.000000 Penalty: 2382.460938
	Iteration 0F: 2 clusters Score -1485463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1474601.500000 Penalty: 4764.921875
	Iteration 0F: 3 clusters Score -1474602 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1477971.375000 Penalty: 4764.921875
	Iteration 1F: 3 clusters Score -1477971 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1478387.375000 Penalty: 4764.921875
	Iteration 2F: 3 clusters Score -1478387 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1478725.000000 Penalty: 4764.921875
	Iteration 3F: 3 clusters Score -1478725 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1479005.750000 Penalty: 4764.921875
	Iteration 4Q: 3 clusters Score -1479006 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1479310.125000 Penalty: 4764.921875
	Iteration 5Q: 3 clusters Score -1479310 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1479606.000000 Penalty: 4764.921875
	Iteration 6Q: 3 clusters Score -1479606 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1479949.750000 Penalty: 4764.921875
	Iteration 7Q: 3 clusters Score -1479950 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1480328.250000 Penalty: 4764.921875
	Iteration 8Q: 3 clusters Score -1480328 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1480772.750000 Penalty: 4764.921875
	Iteration 9Q: 3 clusters Score -1480773 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1481195.625000 Penalty: 4764.921875
	Iteration 10Q: 3 clusters Score -1481196 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1481569.250000 Penalty: 4764.921875
	Iteration 11Q: 3 clusters Score -1481569 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1481892.750000 Penalty: 4764.921875
	Iteration 12Q: 3 clusters Score -1481893 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1482160.125000 Penalty: 4764.921875
	Iteration 13Q: 3 clusters Score -1482160 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1482347.625000 Penalty: 4764.921875
	Iteration 14Q: 3 clusters Score -1482348 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1482483.250000 Penalty: 4764.921875
	Iteration 15Q: 3 clusters Score -1482483 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1482586.750000 Penalty: 4764.921875
	Iteration 16Q: 3 clusters Score -1482587 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1482655.375000 Penalty: 4764.921875
	Iteration 17Q: 3 clusters Score -1482655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1482699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1482746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1482777.750000 Penalty: 4764.921875
	Iteration 20F: 3 clusters Score -1482778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1482805.375000 Penalty: 4764.921875
	Iteration 21Q: 3 clusters Score -1482805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1482829.625000 Penalty: 4764.921875
	Iteration 22Q: 3 clusters Score -1482830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1482852.750000 Penalty: 4764.921875
	Iteration 23Q: 3 clusters Score -1482853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1482868.125000 Penalty: 4764.921875
	Iteration 24Q: 3 clusters Score -1482868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1482884.125000 Penalty: 4764.921875
	Iteration 25Q: 3 clusters Score -1482884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1482892.625000 Penalty: 4764.921875
	Iteration 26Q: 3 clusters Score -1482893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1482910.125000 Penalty: 4764.921875
	Iteration 27Q: 3 clusters Score -1482910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1482924.000000 Penalty: 4764.921875
	Iteration 28Q: 3 clusters Score -1482924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1482941.750000 Penalty: 4764.921875
	Iteration 29Q: 3 clusters Score -1482942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1482948.750000 Penalty: 4764.921875
	Iteration 30Q: 3 clusters Score -1482949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1482954.625000 Penalty: 4764.921875
	Iteration 31Q: 3 clusters Score -1482955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1482960.500000 Penalty: 4764.921875
	Iteration 32Q: 3 clusters Score -1482960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1482968.875000 Penalty: 4764.921875
	Iteration 33Q: 3 clusters Score -1482969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1482978.500000 Penalty: 4764.921875
	Iteration 34Q: 3 clusters Score -1482978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1482989.250000 Penalty: 4764.921875
	Iteration 35Q: 3 clusters Score -1482989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1483002.875000 Penalty: 4764.921875
	Iteration 36Q: 3 clusters Score -1483003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1483009.125000 Penalty: 4764.921875
	Iteration 37Q: 3 clusters Score -1483009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1483020.500000 Penalty: 4764.921875
	Iteration 38Q: 3 clusters Score -1483020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1483024.625000 Penalty: 4764.921875
	Iteration 39Q: 3 clusters Score -1483025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1483034.375000 Penalty: 4764.921875
	Iteration 40F: 3 clusters Score -1483034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1483036.125000 Penalty: 4764.921875
	Iteration 41Q: 3 clusters Score -1483036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1483038.000000 Penalty: 4764.921875
	Iteration 42Q: 3 clusters Score -1483038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1483042.000000 Penalty: 4764.921875
	Iteration 43Q: 3 clusters Score -1483042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1483044.250000 Penalty: 4764.921875
	Iteration 44Q: 3 clusters Score -1483044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1483051.000000 Penalty: 4764.921875
	Iteration 45Q: 3 clusters Score -1483051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1483056.625000 Penalty: 4764.921875
	Iteration 46Q: 3 clusters Score -1483057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1483061.750000 Penalty: 4764.921875
	Iteration 47Q: 3 clusters Score -1483062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1483065.875000 Penalty: 4764.921875
	Iteration 48Q: 3 clusters Score -1483066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1483067.125000 Penalty: 4764.921875
	Iteration 49Q: 3 clusters Score -1483067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1483073.000000 Penalty: 4764.921875
	Iteration 50Q: 3 clusters Score -1483073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1483080.125000 Penalty: 4764.921875
	Iteration 51Q: 3 clusters Score -1483080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1483078.875000 Penalty: 4764.921875
	Iteration 52Q: 3 clusters Score -1483079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1483087.375000 Penalty: 4764.921875
	Iteration 53Q: 3 clusters Score -1483087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1483089.000000 Penalty: 4764.921875
	Iteration 54Q: 3 clusters Score -1483089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1483091.125000 Penalty: 4764.921875
	Iteration 55Q: 3 clusters Score -1483091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1483091.375000 Penalty: 4764.921875
	Iteration 56Q: 3 clusters Score -1483091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1483097.625000 Penalty: 4764.921875
	Iteration 57Q: 3 clusters Score -1483098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1483100.625000 Penalty: 4764.921875
	Iteration 58Q: 3 clusters Score -1483101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1483100.750000 Penalty: 4764.921875
	Iteration 59Q: 3 clusters Score -1483101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1483103.125000 Penalty: 4764.921875
	Iteration 60F: 3 clusters Score -1483103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1483103.500000 Penalty: 4764.921875
	Iteration 61Q: 3 clusters Score -1483104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1483105.250000 Penalty: 4764.921875
	Iteration 62Q: 3 clusters Score -1483105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1483105.875000 Penalty: 4764.921875
	Iteration 63Q: 3 clusters Score -1483106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1483106.000000 Penalty: 4764.921875
	Iteration 64Q: 3 clusters Score -1483106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1483106.375000 Penalty: 4764.921875
	Iteration 65Q: 3 clusters Score -1483106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1483110.000000 Penalty: 4764.921875
	Iteration 66Q: 3 clusters Score -1483110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1483108.375000 Penalty: 4764.921875
	Iteration 67Q: 3 clusters Score -1483108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1483108.875000 Penalty: 4764.921875
	Iteration 68Q: 3 clusters Score -1483109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1483109.375000 Penalty: 4764.921875
	Iteration 69Q: 3 clusters Score -1483109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1483112.375000 Penalty: 4764.921875
	Iteration 70Q: 3 clusters Score -1483112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1483113.500000 Penalty: 4764.921875
	Iteration 71Q: 3 clusters Score -1483114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1483122.250000 Penalty: 4764.921875
	Iteration 72Q: 3 clusters Score -1483122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1483120.875000 Penalty: 4764.921875
	Iteration 73Q: 3 clusters Score -1483121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1483126.125000 Penalty: 4764.921875
	Iteration 74Q: 3 clusters Score -1483126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1483129.375000 Penalty: 4764.921875
	Iteration 75Q: 3 clusters Score -1483129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1483129.250000 Penalty: 4764.921875
	Iteration 76Q: 3 clusters Score -1483129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1483130.375000 Penalty: 4764.921875
	Iteration 77Q: 3 clusters Score -1483130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1483134.000000 Penalty: 4764.921875
	Iteration 78Q: 3 clusters Score -1483134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1483134.500000 Penalty: 4764.921875
	Iteration 79Q: 3 clusters Score -1483134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1483137.750000 Penalty: 4764.921875
	Iteration 80F: 3 clusters Score -1483138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1483139.625000 Penalty: 4764.921875
	Iteration 81Q: 3 clusters Score -1483140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1483141.125000 Penalty: 4764.921875
	Iteration 82Q: 3 clusters Score -1483141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1483138.875000 Penalty: 4764.921875
	Iteration 83Q: 3 clusters Score -1483139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1483145.250000 Penalty: 4764.921875
	Iteration 84Q: 3 clusters Score -1483145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1483148.125000 Penalty: 4764.921875
	Iteration 85Q: 3 clusters Score -1483148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1483148.125000 Penalty: 4764.921875
	Iteration 86Q: 3 clusters Score -1483148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1483151.000000 Penalty: 4764.921875
	Iteration 87Q: 3 clusters Score -1483151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1483149.750000 Penalty: 4764.921875
	Iteration 88Q: 3 clusters Score -1483150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1483150.750000 Penalty: 4764.921875
	Iteration 89Q: 3 clusters Score -1483151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1483150.625000 Penalty: 4764.921875
	Iteration 90Q: 3 clusters Score -1483151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1483152.750000 Penalty: 4764.921875
	Iteration 91Q: 3 clusters Score -1483153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1483156.375000 Penalty: 4764.921875
	Iteration 92Q: 3 clusters Score -1483156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1483160.875000 Penalty: 4764.921875
	Iteration 93Q: 3 clusters Score -1483161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1483165.875000 Penalty: 4764.921875
	Iteration 94Q: 3 clusters Score -1483166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1483163.500000 Penalty: 4764.921875
	Iteration 95Q: 3 clusters Score -1483164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1483166.500000 Penalty: 4764.921875
	Iteration 96Q: 3 clusters Score -1483166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1483166.125000 Penalty: 4764.921875
	Iteration 97Q: 3 clusters Score -1483166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1483167.125000 Penalty: 4764.921875
	Iteration 98Q: 3 clusters Score -1483167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1483166.750000 Penalty: 4764.921875
	Iteration 99Q: 3 clusters Score -1483167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1483168.875000 Penalty: 4764.921875
	Iteration 100F: 3 clusters Score -1483169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -380940.000000 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -380940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -376870.437500 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -376870.4 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -377805.406250 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -377805.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -378123.750000 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -378123.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -378360.312500 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -378360.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -378577.156250 Penalty: 4143.567871
	Iteration 4F: 3 clusters Score -378577.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -378749.312500 Penalty: 4143.567871
	Iteration 5Q: 3 clusters Score -378749.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -378894.031250 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -378894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -379044.187500 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -379044.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -379187.562500 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -379187.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -379278.625000 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -379278.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -379372.593750 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -379372.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -379483.968750 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -379484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -379579.937500 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -379579.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -379703.531250 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -379703.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -379822.125000 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -379822.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -379957.875000 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -379957.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -380084.437500 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -380084.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -380152.843750 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -380152.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -380196.625000 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -380196.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -380235.250000 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -380235.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -380277.218750 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -380277.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -380339.000000 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -380339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -380402.062500 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -380402.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -380461.125000 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -380461.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -380498.437500 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -380498.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -380518.312500 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -380518.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -380535.000000 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -380535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -380549.000000 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -380549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -380563.281250 Penalty: 4143.567871
	Iteration 28Q: 3 clusters Score -380563.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -380587.875000 Penalty: 4143.567871
	Iteration 29Q: 3 clusters Score -380587.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -380625.031250 Penalty: 4143.567871
	Iteration 30Q: 3 clusters Score -380625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -380702.968750 Penalty: 4143.567871
	Iteration 31Q: 3 clusters Score -380703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -380801.468750 Penalty: 4143.567871
	Iteration 32Q: 3 clusters Score -380801.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -380881.250000 Penalty: 4143.567871
	Iteration 33Q: 3 clusters Score -380881.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -380923.031250 Penalty: 4143.567871
	Iteration 34Q: 3 clusters Score -380923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -380947.718750 Penalty: 4143.567871
	Iteration 35Q: 3 clusters Score -380947.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -380954.375000 Penalty: 4143.567871
	Iteration 36Q: 3 clusters Score -380954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -380954.468750 Penalty: 4143.567871
	Iteration 37Q: 3 clusters Score -380954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -380957.750000 Penalty: 4143.567871
	Iteration 38Q: 3 clusters Score -380957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -380957.437500 Penalty: 4143.567871
	Iteration 39Q: 3 clusters Score -380957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -380959.375000 Penalty: 4143.567871
	Iteration 40F: 3 clusters Score -380959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -380960.125000 Penalty: 4143.567871
	Iteration 41Q: 3 clusters Score -380960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -380960.281250 Penalty: 4143.567871
	Iteration 42Q: 3 clusters Score -380960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -380961.000000 Penalty: 4143.567871
	Iteration 43Q: 3 clusters Score -380961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -380962.187500 Penalty: 4143.567871
	Iteration 44Q: 3 clusters Score -380962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -380962.781250 Penalty: 4143.567871
	Iteration 45Q: 3 clusters Score -380962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -380962.843750 Penalty: 4143.567871
	Iteration 46Q: 3 clusters Score -380962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -380962.843750 Penalty: 4143.567871
	Iteration 47F: 3 clusters Score -380962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 64791 members 
Mstep: Class 5 contains 23991 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99286 members 
Mstep: Class 18 contains 16599 members 
Mstep: Class 19 contains 12099 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 14864 members 
Mstep: Class 22 contains 1325 members 
Mstep: Class 23 contains 22726 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 13257 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 7564 members 
Mstep: Class 29 contains 6915 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24982 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 34056 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 7461 members 
Mstep: Class 41 contains 15564 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 2922 members 
Entering Unmasked Estep 
Score: -58950172.000000 Penalty: 148959.000000
Splitting cluster 22 changes total score from -58951080.000000 to -58950172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (22726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Entering Unmasked Estep 
Score: -2226087.000000 Penalty: 2487.753906
	Iteration 0F: 2 clusters Score -2226087 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 11363 members 
Entering Unmasked Estep 
Score: -2210210.250000 Penalty: 4975.507812
	Iteration 0F: 3 clusters Score -2210210 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2215797.250000 Penalty: 4975.507812
	Iteration 1F: 3 clusters Score -2215797 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2216317.000000 Penalty: 4975.507812
	Iteration 2F: 3 clusters Score -2216317 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2216781.750000 Penalty: 4975.507812
	Iteration 3Q: 3 clusters Score -2216782 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2217265.000000 Penalty: 4975.507812
	Iteration 4Q: 3 clusters Score -2217265 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2217818.250000 Penalty: 4975.507812
	Iteration 5F: 3 clusters Score -2217818 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2218359.750000 Penalty: 4975.507812
	Iteration 6Q: 3 clusters Score -2218360 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2218862.750000 Penalty: 4975.507812
	Iteration 7Q: 3 clusters Score -2218863 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2219282.000000 Penalty: 4975.507812
	Iteration 8Q: 3 clusters Score -2219282 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2219662.500000 Penalty: 4975.507812
	Iteration 9Q: 3 clusters Score -2219662 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2219971.500000 Penalty: 4975.507812
	Iteration 10Q: 3 clusters Score -2219972 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2220234.750000 Penalty: 4975.507812
	Iteration 11Q: 3 clusters Score -2220235 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2220442.250000 Penalty: 4975.507812
	Iteration 12Q: 3 clusters Score -2220442 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2220614.750000 Penalty: 4975.507812
	Iteration 13Q: 3 clusters Score -2220615 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2220760.000000 Penalty: 4975.507812
	Iteration 14Q: 3 clusters Score -2220760 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2220901.250000 Penalty: 4975.507812
	Iteration 15Q: 3 clusters Score -2220901 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2221039.750000 Penalty: 4975.507812
	Iteration 16Q: 3 clusters Score -2221040 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2221163.000000 Penalty: 4975.507812
	Iteration 17Q: 3 clusters Score -2221163 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2221301.250000 Penalty: 4975.507812
	Iteration 18Q: 3 clusters Score -2221301 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2221446.000000 Penalty: 4975.507812
	Iteration 19Q: 3 clusters Score -2221446 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2221629.750000 Penalty: 4975.507812
	Iteration 20F: 3 clusters Score -2221630 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2221800.500000 Penalty: 4975.507812
	Iteration 21Q: 3 clusters Score -2221800 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2221964.750000 Penalty: 4975.507812
	Iteration 22Q: 3 clusters Score -2221965 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2222125.500000 Penalty: 4975.507812
	Iteration 23Q: 3 clusters Score -2222126 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2222284.500000 Penalty: 4975.507812
	Iteration 24Q: 3 clusters Score -2222284 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2222449.000000 Penalty: 4975.507812
	Iteration 25Q: 3 clusters Score -2222449 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2222585.500000 Penalty: 4975.507812
	Iteration 26Q: 3 clusters Score -2222586 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2222709.000000 Penalty: 4975.507812
	Iteration 27Q: 3 clusters Score -2222709 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2222809.250000 Penalty: 4975.507812
	Iteration 28Q: 3 clusters Score -2222809 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2222899.500000 Penalty: 4975.507812
	Iteration 29Q: 3 clusters Score -2222900 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2223002.750000 Penalty: 4975.507812
	Iteration 30Q: 3 clusters Score -2223003 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2223092.000000 Penalty: 4975.507812
	Iteration 31Q: 3 clusters Score -2223092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2223160.500000 Penalty: 4975.507812
	Iteration 32Q: 3 clusters Score -2223160 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2223231.500000 Penalty: 4975.507812
	Iteration 33Q: 3 clusters Score -2223232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2223266.750000 Penalty: 4975.507812
	Iteration 34Q: 3 clusters Score -2223267 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2223312.500000 Penalty: 4975.507812
	Iteration 35Q: 3 clusters Score -2223312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2223352.500000 Penalty: 4975.507812
	Iteration 36Q: 3 clusters Score -2223352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2223399.250000 Penalty: 4975.507812
	Iteration 37Q: 3 clusters Score -2223399 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2223434.750000 Penalty: 4975.507812
	Iteration 38Q: 3 clusters Score -2223435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2223476.250000 Penalty: 4975.507812
	Iteration 39Q: 3 clusters Score -2223476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2223507.000000 Penalty: 4975.507812
	Iteration 40F: 3 clusters Score -2223507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2223545.500000 Penalty: 4975.507812
	Iteration 41Q: 3 clusters Score -2223546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2223572.750000 Penalty: 4975.507812
	Iteration 42Q: 3 clusters Score -2223573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2223596.000000 Penalty: 4975.507812
	Iteration 43Q: 3 clusters Score -2223596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2223617.750000 Penalty: 4975.507812
	Iteration 44Q: 3 clusters Score -2223618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2223632.500000 Penalty: 4975.507812
	Iteration 45Q: 3 clusters Score -2223632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2223645.500000 Penalty: 4975.507812
	Iteration 46Q: 3 clusters Score -2223646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2223666.750000 Penalty: 4975.507812
	Iteration 47Q: 3 clusters Score -2223667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2223686.000000 Penalty: 4975.507812
	Iteration 48Q: 3 clusters Score -2223686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2223710.250000 Penalty: 4975.507812
	Iteration 49Q: 3 clusters Score -2223710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2223736.500000 Penalty: 4975.507812
	Iteration 50Q: 3 clusters Score -2223736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2223757.750000 Penalty: 4975.507812
	Iteration 51Q: 3 clusters Score -2223758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2223771.250000 Penalty: 4975.507812
	Iteration 52Q: 3 clusters Score -2223771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2223780.500000 Penalty: 4975.507812
	Iteration 53Q: 3 clusters Score -2223780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2223798.500000 Penalty: 4975.507812
	Iteration 54Q: 3 clusters Score -2223798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2223806.250000 Penalty: 4975.507812
	Iteration 55Q: 3 clusters Score -2223806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2223816.500000 Penalty: 4975.507812
	Iteration 56Q: 3 clusters Score -2223816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2223828.250000 Penalty: 4975.507812
	Iteration 57Q: 3 clusters Score -2223828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2223843.500000 Penalty: 4975.507812
	Iteration 58Q: 3 clusters Score -2223844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2223845.750000 Penalty: 4975.507812
	Iteration 59Q: 3 clusters Score -2223846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2223847.500000 Penalty: 4975.507812
	Iteration 60F: 3 clusters Score -2223848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2223850.750000 Penalty: 4975.507812
	Iteration 61Q: 3 clusters Score -2223851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2223848.750000 Penalty: 4975.507812
	Iteration 62Q: 3 clusters Score -2223849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2223849.750000 Penalty: 4975.507812
	Iteration 63Q: 3 clusters Score -2223850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2223849.250000 Penalty: 4975.507812
	Iteration 64Q: 3 clusters Score -2223849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2223852.250000 Penalty: 4975.507812
	Iteration 65Q: 3 clusters Score -2223852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2223852.250000 Penalty: 4975.507812
	Iteration 66Q: 3 clusters Score -2223852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2223854.000000 Penalty: 4975.507812
	Iteration 67Q: 3 clusters Score -2223854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2223853.250000 Penalty: 4975.507812
	Iteration 68Q: 3 clusters Score -2223853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2223854.500000 Penalty: 4975.507812
	Iteration 69Q: 3 clusters Score -2223854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2223852.000000 Penalty: 4975.507812
	Iteration 70Q: 3 clusters Score -2223852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2223858.000000 Penalty: 4975.507812
	Iteration 71Q: 3 clusters Score -2223858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2223859.750000 Penalty: 4975.507812
	Iteration 72Q: 3 clusters Score -2223860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2223862.500000 Penalty: 4975.507812
	Iteration 73Q: 3 clusters Score -2223862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2223864.500000 Penalty: 4975.507812
	Iteration 74Q: 3 clusters Score -2223864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2223863.750000 Penalty: 4975.507812
	Iteration 75Q: 3 clusters Score -2223864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2223866.250000 Penalty: 4975.507812
	Iteration 76Q: 3 clusters Score -2223866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2223868.500000 Penalty: 4975.507812
	Iteration 77Q: 3 clusters Score -2223868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2223868.750000 Penalty: 4975.507812
	Iteration 78Q: 3 clusters Score -2223869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2223870.000000 Penalty: 4975.507812
	Iteration 79Q: 3 clusters Score -2223870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2223874.000000 Penalty: 4975.507812
	Iteration 80F: 3 clusters Score -2223874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2223875.000000 Penalty: 4975.507812
	Iteration 81Q: 3 clusters Score -2223875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2223876.750000 Penalty: 4975.507812
	Iteration 82Q: 3 clusters Score -2223877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2223880.500000 Penalty: 4975.507812
	Iteration 83Q: 3 clusters Score -2223880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2223878.250000 Penalty: 4975.507812
	Iteration 84Q: 3 clusters Score -2223878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2223882.500000 Penalty: 4975.507812
	Iteration 85Q: 3 clusters Score -2223882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2223882.500000 Penalty: 4975.507812
	Iteration 86F: 3 clusters Score -2223882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -203666.265625 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -203666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -200708.312500 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -200708.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -201427.156250 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -201427.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -201707.546875 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -201707.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -201904.625000 Penalty: 3898.269043
	Iteration 3F: 3 clusters Score -201904.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -202081.234375 Penalty: 3898.269043
	Iteration 4F: 3 clusters Score -202081.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -202223.031250 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -202223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -202328.046875 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -202328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202413.562500 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -202413.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -202481.546875 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -202481.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202524.250000 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -202524.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -202564.265625 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -202564.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -202594.031250 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -202594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -202631.671875 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -202631.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202662.578125 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -202662.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -202685.562500 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -202685.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -202702.562500 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -202702.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -202709.031250 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -202709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -202716.218750 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -202716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202722.500000 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -202722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -202724.640625 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -202724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -202724.640625 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -202724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Entering Unmasked Estep 
Score: -1249626.375000 Penalty: 2354.085693
	Iteration 0F: 2 clusters Score -1249626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1239797.875000 Penalty: 4708.171387
	Iteration 0F: 3 clusters Score -1239798 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1243081.250000 Penalty: 4708.171387
	Iteration 1F: 3 clusters Score -1243081 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1243718.375000 Penalty: 4708.171387
	Iteration 2F: 3 clusters Score -1243718 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1244387.250000 Penalty: 4708.171387
	Iteration 3F: 3 clusters Score -1244387 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1245052.625000 Penalty: 4708.171387
	Iteration 4F: 3 clusters Score -1245053 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1245703.750000 Penalty: 4708.171387
	Iteration 5F: 3 clusters Score -1245704 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1246283.125000 Penalty: 4708.171387
	Iteration 6F: 3 clusters Score -1246283 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1246735.000000 Penalty: 4708.171387
	Iteration 7F: 3 clusters Score -1246735 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1247073.500000 Penalty: 4708.171387
	Iteration 8Q: 3 clusters Score -1247074 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1247314.625000 Penalty: 4708.171387
	Iteration 9Q: 3 clusters Score -1247315 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1247469.250000 Penalty: 4708.171387
	Iteration 10Q: 3 clusters Score -1247469 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1247612.250000 Penalty: 4708.171387
	Iteration 11Q: 3 clusters Score -1247612 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1247747.875000 Penalty: 4708.171387
	Iteration 12Q: 3 clusters Score -1247748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1247865.500000 Penalty: 4708.171387
	Iteration 13Q: 3 clusters Score -1247866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1247967.875000 Penalty: 4708.171387
	Iteration 14Q: 3 clusters Score -1247968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1248045.000000 Penalty: 4708.171387
	Iteration 15Q: 3 clusters Score -1248045 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1248102.625000 Penalty: 4708.171387
	Iteration 16Q: 3 clusters Score -1248103 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1248146.375000 Penalty: 4708.171387
	Iteration 17Q: 3 clusters Score -1248146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1248191.750000 Penalty: 4708.171387
	Iteration 18Q: 3 clusters Score -1248192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1248234.750000 Penalty: 4708.171387
	Iteration 19Q: 3 clusters Score -1248235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1248272.625000 Penalty: 4708.171387
	Iteration 20F: 3 clusters Score -1248273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1248305.500000 Penalty: 4708.171387
	Iteration 21Q: 3 clusters Score -1248306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1248349.000000 Penalty: 4708.171387
	Iteration 22Q: 3 clusters Score -1248349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1248391.250000 Penalty: 4708.171387
	Iteration 23Q: 3 clusters Score -1248391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1248431.250000 Penalty: 4708.171387
	Iteration 24Q: 3 clusters Score -1248431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1248461.625000 Penalty: 4708.171387
	Iteration 25Q: 3 clusters Score -1248462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1248484.875000 Penalty: 4708.171387
	Iteration 26Q: 3 clusters Score -1248485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1248497.500000 Penalty: 4708.171387
	Iteration 27Q: 3 clusters Score -1248498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1248523.750000 Penalty: 4708.171387
	Iteration 28Q: 3 clusters Score -1248524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1248539.250000 Penalty: 4708.171387
	Iteration 29Q: 3 clusters Score -1248539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1248548.500000 Penalty: 4708.171387
	Iteration 30Q: 3 clusters Score -1248548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1248562.875000 Penalty: 4708.171387
	Iteration 31Q: 3 clusters Score -1248563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1248571.875000 Penalty: 4708.171387
	Iteration 32Q: 3 clusters Score -1248572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1248574.125000 Penalty: 4708.171387
	Iteration 33Q: 3 clusters Score -1248574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1248580.750000 Penalty: 4708.171387
	Iteration 34Q: 3 clusters Score -1248581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1248583.750000 Penalty: 4708.171387
	Iteration 35Q: 3 clusters Score -1248584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1248593.375000 Penalty: 4708.171387
	Iteration 36Q: 3 clusters Score -1248593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1248603.500000 Penalty: 4708.171387
	Iteration 37Q: 3 clusters Score -1248604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1248610.500000 Penalty: 4708.171387
	Iteration 38Q: 3 clusters Score -1248610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1248609.750000 Penalty: 4708.171387
	Iteration 39Q: 3 clusters Score -1248610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1248612.625000 Penalty: 4708.171387
	Iteration 40F: 3 clusters Score -1248613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1248615.500000 Penalty: 4708.171387
	Iteration 41Q: 3 clusters Score -1248616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1248617.000000 Penalty: 4708.171387
	Iteration 42Q: 3 clusters Score -1248617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1248621.625000 Penalty: 4708.171387
	Iteration 43Q: 3 clusters Score -1248622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1248623.750000 Penalty: 4708.171387
	Iteration 44Q: 3 clusters Score -1248624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1248625.000000 Penalty: 4708.171387
	Iteration 45Q: 3 clusters Score -1248625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1248630.375000 Penalty: 4708.171387
	Iteration 46Q: 3 clusters Score -1248630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1248631.625000 Penalty: 4708.171387
	Iteration 47Q: 3 clusters Score -1248632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1248632.000000 Penalty: 4708.171387
	Iteration 48Q: 3 clusters Score -1248632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1248632.000000 Penalty: 4708.171387
	Iteration 49Q: 3 clusters Score -1248632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1248632.750000 Penalty: 4708.171387
	Iteration 50Q: 3 clusters Score -1248633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1248633.000000 Penalty: 4708.171387
	Iteration 51Q: 3 clusters Score -1248633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1248633.000000 Penalty: 4708.171387
	Iteration 52F: 3 clusters Score -1248633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -533812.750000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -533812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -528779.562500 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -528779.6 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -530153.500000 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -530153.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -530577.750000 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -530577.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -530927.187500 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -530927.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -531203.937500 Penalty: 4296.859863
	Iteration 4F: 3 clusters Score -531203.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -531453.187500 Penalty: 4296.859863
	Iteration 5F: 3 clusters Score -531453.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -531666.312500 Penalty: 4296.859863
	Iteration 6F: 3 clusters Score -531666.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -531871.187500 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -531871.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -532037.500000 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -532037.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -532151.250000 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -532151.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -532231.000000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -532231 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -532301.937500 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -532301.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -532365.750000 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -532365.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -532424.437500 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -532424.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -532472.500000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -532472.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -532510.437500 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -532510.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -532557.375000 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -532557.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -532602.750000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -532602.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -532642.250000 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -532642.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -532668.812500 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -532668.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -532699.562500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -532699.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -532735.375000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -532735.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -532768.500000 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -532768.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -532798.000000 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -532798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -532822.312500 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -532822.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -532839.750000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -532839.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -532854.625000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -532854.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -532867.000000 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -532867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -532886.812500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -532886.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -532900.500000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -532900.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -532914.562500 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -532914.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -532926.437500 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -532926.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -532939.875000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -532939.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -532956.312500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -532956.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -532969.187500 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -532969.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -532979.500000 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -532979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -532989.250000 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -532989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -532997.187500 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -532997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -532999.875000 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -532999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -533002.187500 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -533002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -533006.875000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -533006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -533007.312500 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -533007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -533007.375000 Penalty: 4296.859863
	Iteration 42Q: 3 clusters Score -533007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -533007.375000 Penalty: 4296.859863
	Iteration 43Q: 3 clusters Score -533007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -533007.500000 Penalty: 4296.859863
	Iteration 44Q: 3 clusters Score -533007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -533007.500000 Penalty: 4296.859863
	Iteration 45F: 3 clusters Score -533007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Entering Unmasked Estep 
Score: -1034322.437500 Penalty: 2303.503174
	Iteration 0F: 2 clusters Score -1034322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1026137.937500 Penalty: 4607.006348
	Iteration 0F: 3 clusters Score -1026138 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1028647.187500 Penalty: 4607.006348
	Iteration 1F: 3 clusters Score -1028647 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1029034.312500 Penalty: 4607.006348
	Iteration 2F: 3 clusters Score -1029034 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1029380.250000 Penalty: 4607.006348
	Iteration 3F: 3 clusters Score -1029380 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1029749.125000 Penalty: 4607.006348
	Iteration 4F: 3 clusters Score -1029749 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1030103.562500 Penalty: 4607.006348
	Iteration 5F: 3 clusters Score -1030104 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1030385.437500 Penalty: 4607.006348
	Iteration 6Q: 3 clusters Score -1030385 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1030615.500000 Penalty: 4607.006348
	Iteration 7Q: 3 clusters Score -1030616 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1030829.812500 Penalty: 4607.006348
	Iteration 8Q: 3 clusters Score -1030830 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1031011.312500 Penalty: 4607.006348
	Iteration 9Q: 3 clusters Score -1031011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1031158.437500 Penalty: 4607.006348
	Iteration 10Q: 3 clusters Score -1031158 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1031271.625000 Penalty: 4607.006348
	Iteration 11Q: 3 clusters Score -1031272 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1031377.562500 Penalty: 4607.006348
	Iteration 12Q: 3 clusters Score -1031378 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1031472.312500 Penalty: 4607.006348
	Iteration 13Q: 3 clusters Score -1031472 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1031544.875000 Penalty: 4607.006348
	Iteration 14Q: 3 clusters Score -1031545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1031598.000000 Penalty: 4607.006348
	Iteration 15Q: 3 clusters Score -1031598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1031649.750000 Penalty: 4607.006348
	Iteration 16Q: 3 clusters Score -1031650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1031692.375000 Penalty: 4607.006348
	Iteration 17Q: 3 clusters Score -1031692 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1031739.187500 Penalty: 4607.006348
	Iteration 18Q: 3 clusters Score -1031739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1031795.250000 Penalty: 4607.006348
	Iteration 19Q: 3 clusters Score -1031795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1031846.625000 Penalty: 4607.006348
	Iteration 20F: 3 clusters Score -1031847 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1031893.312500 Penalty: 4607.006348
	Iteration 21Q: 3 clusters Score -1031893 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1031949.125000 Penalty: 4607.006348
	Iteration 22Q: 3 clusters Score -1031949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1032002.500000 Penalty: 4607.006348
	Iteration 23Q: 3 clusters Score -1032002 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1032047.812500 Penalty: 4607.006348
	Iteration 24Q: 3 clusters Score -1032048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1032090.937500 Penalty: 4607.006348
	Iteration 25Q: 3 clusters Score -1032091 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1032129.437500 Penalty: 4607.006348
	Iteration 26Q: 3 clusters Score -1032129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1032164.812500 Penalty: 4607.006348
	Iteration 27Q: 3 clusters Score -1032165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1032209.500000 Penalty: 4607.006348
	Iteration 28Q: 3 clusters Score -1032210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1032250.687500 Penalty: 4607.006348
	Iteration 29Q: 3 clusters Score -1032251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1032283.812500 Penalty: 4607.006348
	Iteration 30Q: 3 clusters Score -1032284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1032315.375000 Penalty: 4607.006348
	Iteration 31Q: 3 clusters Score -1032315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1032350.750000 Penalty: 4607.006348
	Iteration 32Q: 3 clusters Score -1032351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1032378.937500 Penalty: 4607.006348
	Iteration 33Q: 3 clusters Score -1032379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1032404.687500 Penalty: 4607.006348
	Iteration 34Q: 3 clusters Score -1032405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1032420.812500 Penalty: 4607.006348
	Iteration 35Q: 3 clusters Score -1032421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1032442.312500 Penalty: 4607.006348
	Iteration 36Q: 3 clusters Score -1032442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1032454.000000 Penalty: 4607.006348
	Iteration 37Q: 3 clusters Score -1032454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1032457.250000 Penalty: 4607.006348
	Iteration 38Q: 3 clusters Score -1032457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1032461.125000 Penalty: 4607.006348
	Iteration 39Q: 3 clusters Score -1032461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1032470.000000 Penalty: 4607.006348
	Iteration 40F: 3 clusters Score -1032470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1032474.812500 Penalty: 4607.006348
	Iteration 41Q: 3 clusters Score -1032475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1032482.187500 Penalty: 4607.006348
	Iteration 42Q: 3 clusters Score -1032482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1032487.500000 Penalty: 4607.006348
	Iteration 43Q: 3 clusters Score -1032488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1032491.250000 Penalty: 4607.006348
	Iteration 44Q: 3 clusters Score -1032491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1032493.125000 Penalty: 4607.006348
	Iteration 45Q: 3 clusters Score -1032493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1032501.437500 Penalty: 4607.006348
	Iteration 46Q: 3 clusters Score -1032501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1032507.062500 Penalty: 4607.006348
	Iteration 47Q: 3 clusters Score -1032507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1032507.000000 Penalty: 4607.006348
	Iteration 48Q: 3 clusters Score -1032507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1032513.875000 Penalty: 4607.006348
	Iteration 49Q: 3 clusters Score -1032514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1032514.625000 Penalty: 4607.006348
	Iteration 50Q: 3 clusters Score -1032515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1032515.375000 Penalty: 4607.006348
	Iteration 51Q: 3 clusters Score -1032515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1032518.437500 Penalty: 4607.006348
	Iteration 52Q: 3 clusters Score -1032518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1032517.562500 Penalty: 4607.006348
	Iteration 53Q: 3 clusters Score -1032518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1032519.500000 Penalty: 4607.006348
	Iteration 54Q: 3 clusters Score -1032520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1032519.375000 Penalty: 4607.006348
	Iteration 55Q: 3 clusters Score -1032519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1032520.000000 Penalty: 4607.006348
	Iteration 56Q: 3 clusters Score -1032520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1032518.000000 Penalty: 4607.006348
	Iteration 57Q: 3 clusters Score -1032518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1032518.000000 Penalty: 4607.006348
	Iteration 58F: 3 clusters Score -1032518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Entering Unmasked Estep 
Score: -734844.125000 Penalty: 2214.926514
	Iteration 0F: 2 clusters Score -734844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -728704.250000 Penalty: 4429.853027
	Iteration 0F: 3 clusters Score -728704.2 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -730441.500000 Penalty: 4429.853027
	Iteration 1F: 3 clusters Score -730441.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -730754.812500 Penalty: 4429.853027
	Iteration 2F: 3 clusters Score -730754.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -730991.062500 Penalty: 4429.853027
	Iteration 3F: 3 clusters Score -730991.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -731167.062500 Penalty: 4429.853027
	Iteration 4Q: 3 clusters Score -731167.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -731331.812500 Penalty: 4429.853027
	Iteration 5Q: 3 clusters Score -731331.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -731503.937500 Penalty: 4429.853027
	Iteration 6Q: 3 clusters Score -731503.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -731691.437500 Penalty: 4429.853027
	Iteration 7Q: 3 clusters Score -731691.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -731899.187500 Penalty: 4429.853027
	Iteration 8Q: 3 clusters Score -731899.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -732143.312500 Penalty: 4429.853027
	Iteration 9Q: 3 clusters Score -732143.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -732417.812500 Penalty: 4429.853027
	Iteration 10Q: 3 clusters Score -732417.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -732671.562500 Penalty: 4429.853027
	Iteration 11Q: 3 clusters Score -732671.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -732869.937500 Penalty: 4429.853027
	Iteration 12Q: 3 clusters Score -732869.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -733019.187500 Penalty: 4429.853027
	Iteration 13Q: 3 clusters Score -733019.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -733125.437500 Penalty: 4429.853027
	Iteration 14Q: 3 clusters Score -733125.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -733200.937500 Penalty: 4429.853027
	Iteration 15Q: 3 clusters Score -733200.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -733247.500000 Penalty: 4429.853027
	Iteration 16Q: 3 clusters Score -733247.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -733269.500000 Penalty: 4429.853027
	Iteration 17Q: 3 clusters Score -733269.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -733290.875000 Penalty: 4429.853027
	Iteration 18Q: 3 clusters Score -733290.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -733305.562500 Penalty: 4429.853027
	Iteration 19Q: 3 clusters Score -733305.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -733314.312500 Penalty: 4429.853027
	Iteration 20F: 3 clusters Score -733314.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -733315.750000 Penalty: 4429.853027
	Iteration 21Q: 3 clusters Score -733315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -733317.250000 Penalty: 4429.853027
	Iteration 22Q: 3 clusters Score -733317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -733318.250000 Penalty: 4429.853027
	Iteration 23Q: 3 clusters Score -733318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -733320.812500 Penalty: 4429.853027
	Iteration 24Q: 3 clusters Score -733320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -733322.125000 Penalty: 4429.853027
	Iteration 25Q: 3 clusters Score -733322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -733321.875000 Penalty: 4429.853027
	Iteration 26Q: 3 clusters Score -733321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -733321.875000 Penalty: 4429.853027
	Iteration 27F: 3 clusters Score -733321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -632998.562500 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -632998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -627341.625000 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -627341.6 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -628956.812500 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -628956.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -629349.250000 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -629349.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -629695.437500 Penalty: 4385.357910
	Iteration 3F: 3 clusters Score -629695.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -630044.687500 Penalty: 4385.357910
	Iteration 4F: 3 clusters Score -630044.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -630410.937500 Penalty: 4385.357910
	Iteration 5F: 3 clusters Score -630410.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -630782.187500 Penalty: 4385.357910
	Iteration 6F: 3 clusters Score -630782.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -631055.062500 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -631055.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -631288.062500 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -631288.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -631493.062500 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -631493.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -631677.500000 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -631677.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -631848.312500 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -631848.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -631993.937500 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -631993.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -632100.562500 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -632100.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -632188.187500 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -632188.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -632241.500000 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -632241.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -632277.500000 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -632277.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -632303.937500 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -632303.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -632319.937500 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -632319.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -632331.312500 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -632331.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -632340.562500 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -632340.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -632350.937500 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -632350.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -632359.750000 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -632359.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -632369.062500 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -632369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -632373.062500 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -632373.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -632376.812500 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -632376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -632381.562500 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -632381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -632387.500000 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -632387.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -632394.312500 Penalty: 4385.357910
	Iteration 28Q: 3 clusters Score -632394.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -632397.687500 Penalty: 4385.357910
	Iteration 29Q: 3 clusters Score -632397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -632403.250000 Penalty: 4385.357910
	Iteration 30Q: 3 clusters Score -632403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -632408.812500 Penalty: 4385.357910
	Iteration 31Q: 3 clusters Score -632408.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -632411.625000 Penalty: 4385.357910
	Iteration 32Q: 3 clusters Score -632411.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -632415.875000 Penalty: 4385.357910
	Iteration 33Q: 3 clusters Score -632415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -632420.562500 Penalty: 4385.357910
	Iteration 34Q: 3 clusters Score -632420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -632424.437500 Penalty: 4385.357910
	Iteration 35Q: 3 clusters Score -632424.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -632428.000000 Penalty: 4385.357910
	Iteration 36Q: 3 clusters Score -632428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -632435.437500 Penalty: 4385.357910
	Iteration 37Q: 3 clusters Score -632435.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -632444.062500 Penalty: 4385.357910
	Iteration 38Q: 3 clusters Score -632444.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -632453.500000 Penalty: 4385.357910
	Iteration 39Q: 3 clusters Score -632453.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -632458.375000 Penalty: 4385.357910
	Iteration 40F: 3 clusters Score -632458.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -632467.562500 Penalty: 4385.357910
	Iteration 41Q: 3 clusters Score -632467.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -632473.000000 Penalty: 4385.357910
	Iteration 42Q: 3 clusters Score -632473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -632477.187500 Penalty: 4385.357910
	Iteration 43Q: 3 clusters Score -632477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -632478.562500 Penalty: 4385.357910
	Iteration 44Q: 3 clusters Score -632478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -632484.312500 Penalty: 4385.357910
	Iteration 45Q: 3 clusters Score -632484.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -632488.187500 Penalty: 4385.357910
	Iteration 46Q: 3 clusters Score -632488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -632490.625000 Penalty: 4385.357910
	Iteration 47Q: 3 clusters Score -632490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -632492.625000 Penalty: 4385.357910
	Iteration 48Q: 3 clusters Score -632492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -632493.250000 Penalty: 4385.357910
	Iteration 49Q: 3 clusters Score -632493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -632493.250000 Penalty: 4385.357910
	Iteration 50Q: 3 clusters Score -632493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -632494.125000 Penalty: 4385.357910
	Iteration 51Q: 3 clusters Score -632494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -632494.125000 Penalty: 4385.357910
	Iteration 52F: 3 clusters Score -632494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -567506.625000 Penalty: 2140.767578
	Iteration 0F: 2 clusters Score -567506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -562604.250000 Penalty: 4281.535156
	Iteration 0F: 3 clusters Score -562604.2 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -563815.812500 Penalty: 4281.535156
	Iteration 1F: 3 clusters Score -563815.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -564043.312500 Penalty: 4281.535156
	Iteration 2F: 3 clusters Score -564043.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -564164.687500 Penalty: 4281.535156
	Iteration 3Q: 3 clusters Score -564164.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -564267.125000 Penalty: 4281.535156
	Iteration 4Q: 3 clusters Score -564267.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -564332.812500 Penalty: 4281.535156
	Iteration 5Q: 3 clusters Score -564332.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -564393.937500 Penalty: 4281.535156
	Iteration 6Q: 3 clusters Score -564393.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -564449.250000 Penalty: 4281.535156
	Iteration 7Q: 3 clusters Score -564449.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -564497.250000 Penalty: 4281.535156
	Iteration 8Q: 3 clusters Score -564497.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -564543.500000 Penalty: 4281.535156
	Iteration 9Q: 3 clusters Score -564543.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -564584.187500 Penalty: 4281.535156
	Iteration 10Q: 3 clusters Score -564584.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -564624.750000 Penalty: 4281.535156
	Iteration 11Q: 3 clusters Score -564624.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -564659.312500 Penalty: 4281.535156
	Iteration 12Q: 3 clusters Score -564659.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -564699.125000 Penalty: 4281.535156
	Iteration 13Q: 3 clusters Score -564699.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -564738.437500 Penalty: 4281.535156
	Iteration 14Q: 3 clusters Score -564738.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -564778.687500 Penalty: 4281.535156
	Iteration 15Q: 3 clusters Score -564778.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -564814.312500 Penalty: 4281.535156
	Iteration 16Q: 3 clusters Score -564814.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -564850.750000 Penalty: 4281.535156
	Iteration 17Q: 3 clusters Score -564850.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -564886.250000 Penalty: 4281.535156
	Iteration 18Q: 3 clusters Score -564886.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -564928.750000 Penalty: 4281.535156
	Iteration 19Q: 3 clusters Score -564928.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -564967.000000 Penalty: 4281.535156
	Iteration 20F: 3 clusters Score -564967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -564998.625000 Penalty: 4281.535156
	Iteration 21Q: 3 clusters Score -564998.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -565040.437500 Penalty: 4281.535156
	Iteration 22Q: 3 clusters Score -565040.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -565087.062500 Penalty: 4281.535156
	Iteration 23Q: 3 clusters Score -565087.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -565126.812500 Penalty: 4281.535156
	Iteration 24Q: 3 clusters Score -565126.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -565160.375000 Penalty: 4281.535156
	Iteration 25Q: 3 clusters Score -565160.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -565196.500000 Penalty: 4281.535156
	Iteration 26Q: 3 clusters Score -565196.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -565237.312500 Penalty: 4281.535156
	Iteration 27Q: 3 clusters Score -565237.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -565284.250000 Penalty: 4281.535156
	Iteration 28Q: 3 clusters Score -565284.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -565323.125000 Penalty: 4281.535156
	Iteration 29Q: 3 clusters Score -565323.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -565358.000000 Penalty: 4281.535156
	Iteration 30Q: 3 clusters Score -565358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -565378.500000 Penalty: 4281.535156
	Iteration 31Q: 3 clusters Score -565378.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -565395.812500 Penalty: 4281.535156
	Iteration 32Q: 3 clusters Score -565395.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -565413.187500 Penalty: 4281.535156
	Iteration 33Q: 3 clusters Score -565413.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -565427.625000 Penalty: 4281.535156
	Iteration 34Q: 3 clusters Score -565427.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -565441.687500 Penalty: 4281.535156
	Iteration 35Q: 3 clusters Score -565441.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -565453.062500 Penalty: 4281.535156
	Iteration 36Q: 3 clusters Score -565453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -565458.500000 Penalty: 4281.535156
	Iteration 37Q: 3 clusters Score -565458.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -565467.562500 Penalty: 4281.535156
	Iteration 38Q: 3 clusters Score -565467.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -565478.250000 Penalty: 4281.535156
	Iteration 39Q: 3 clusters Score -565478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -565485.062500 Penalty: 4281.535156
	Iteration 40F: 3 clusters Score -565485.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -565495.250000 Penalty: 4281.535156
	Iteration 41Q: 3 clusters Score -565495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -565502.937500 Penalty: 4281.535156
	Iteration 42Q: 3 clusters Score -565502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -565506.375000 Penalty: 4281.535156
	Iteration 43Q: 3 clusters Score -565506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -565510.000000 Penalty: 4281.535156
	Iteration 44Q: 3 clusters Score -565510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -565513.437500 Penalty: 4281.535156
	Iteration 45Q: 3 clusters Score -565513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -565516.687500 Penalty: 4281.535156
	Iteration 46Q: 3 clusters Score -565516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -565517.937500 Penalty: 4281.535156
	Iteration 47Q: 3 clusters Score -565517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -565517.500000 Penalty: 4281.535156
	Iteration 48Q: 3 clusters Score -565517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -565520.812500 Penalty: 4281.535156
	Iteration 49Q: 3 clusters Score -565520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -565521.687500 Penalty: 4281.535156
	Iteration 50Q: 3 clusters Score -565521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -565524.125000 Penalty: 4281.535156
	Iteration 51Q: 3 clusters Score -565524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -565525.750000 Penalty: 4281.535156
	Iteration 52Q: 3 clusters Score -565525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -565530.500000 Penalty: 4281.535156
	Iteration 53Q: 3 clusters Score -565530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -565533.750000 Penalty: 4281.535156
	Iteration 54Q: 3 clusters Score -565533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -565537.500000 Penalty: 4281.535156
	Iteration 55Q: 3 clusters Score -565537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -565541.062500 Penalty: 4281.535156
	Iteration 56Q: 3 clusters Score -565541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -565543.562500 Penalty: 4281.535156
	Iteration 57Q: 3 clusters Score -565543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -565546.875000 Penalty: 4281.535156
	Iteration 58Q: 3 clusters Score -565546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -565549.000000 Penalty: 4281.535156
	Iteration 59Q: 3 clusters Score -565549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -565551.937500 Penalty: 4281.535156
	Iteration 60F: 3 clusters Score -565551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -565559.000000 Penalty: 4281.535156
	Iteration 61Q: 3 clusters Score -565559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -565561.250000 Penalty: 4281.535156
	Iteration 62Q: 3 clusters Score -565561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -565563.062500 Penalty: 4281.535156
	Iteration 63Q: 3 clusters Score -565563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -565567.312500 Penalty: 4281.535156
	Iteration 64Q: 3 clusters Score -565567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -565573.812500 Penalty: 4281.535156
	Iteration 65Q: 3 clusters Score -565573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -565579.125000 Penalty: 4281.535156
	Iteration 66Q: 3 clusters Score -565579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -565583.312500 Penalty: 4281.535156
	Iteration 67Q: 3 clusters Score -565583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -565584.625000 Penalty: 4281.535156
	Iteration 68Q: 3 clusters Score -565584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -565585.062500 Penalty: 4281.535156
	Iteration 69Q: 3 clusters Score -565585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -565586.062500 Penalty: 4281.535156
	Iteration 70Q: 3 clusters Score -565586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -565589.750000 Penalty: 4281.535156
	Iteration 71Q: 3 clusters Score -565589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -565594.750000 Penalty: 4281.535156
	Iteration 72Q: 3 clusters Score -565594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -565598.875000 Penalty: 4281.535156
	Iteration 73Q: 3 clusters Score -565598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -565601.687500 Penalty: 4281.535156
	Iteration 74Q: 3 clusters Score -565601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -565603.000000 Penalty: 4281.535156
	Iteration 75Q: 3 clusters Score -565603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -565603.000000 Penalty: 4281.535156
	Iteration 76F: 3 clusters Score -565603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Entering Unmasked Estep 
Score: -2430149.000000 Penalty: 2511.225830
	Iteration 0F: 2 clusters Score -2430149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2412864.250000 Penalty: 5022.451660
	Iteration 0F: 3 clusters Score -2412864 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2418871.500000 Penalty: 5022.451660
	Iteration 1F: 3 clusters Score -2418872 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2419411.500000 Penalty: 5022.451660
	Iteration 2F: 3 clusters Score -2419412 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2419907.250000 Penalty: 5022.451660
	Iteration 3Q: 3 clusters Score -2419907 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2420394.750000 Penalty: 5022.451660
	Iteration 4Q: 3 clusters Score -2420395 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2420991.500000 Penalty: 5022.451660
	Iteration 5Q: 3 clusters Score -2420992 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2421720.250000 Penalty: 5022.451660
	Iteration 6F: 3 clusters Score -2421720 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2422510.750000 Penalty: 5022.451660
	Iteration 7F: 3 clusters Score -2422511 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2423340.500000 Penalty: 5022.451660
	Iteration 8F: 3 clusters Score -2423340 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2424082.250000 Penalty: 5022.451660
	Iteration 9F: 3 clusters Score -2424082 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2424741.750000 Penalty: 5022.451660
	Iteration 10Q: 3 clusters Score -2424742 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2425350.750000 Penalty: 5022.451660
	Iteration 11Q: 3 clusters Score -2425351 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2425875.250000 Penalty: 5022.451660
	Iteration 12Q: 3 clusters Score -2425875 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2426291.000000 Penalty: 5022.451660
	Iteration 13Q: 3 clusters Score -2426291 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2426602.250000 Penalty: 5022.451660
	Iteration 14Q: 3 clusters Score -2426602 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2426842.000000 Penalty: 5022.451660
	Iteration 15Q: 3 clusters Score -2426842 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2426992.500000 Penalty: 5022.451660
	Iteration 16Q: 3 clusters Score -2426992 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2427098.500000 Penalty: 5022.451660
	Iteration 17Q: 3 clusters Score -2427098 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2427200.750000 Penalty: 5022.451660
	Iteration 18Q: 3 clusters Score -2427201 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2427271.000000 Penalty: 5022.451660
	Iteration 19Q: 3 clusters Score -2427271 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2427355.500000 Penalty: 5022.451660
	Iteration 20F: 3 clusters Score -2427356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2427437.750000 Penalty: 5022.451660
	Iteration 21Q: 3 clusters Score -2427438 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2427505.250000 Penalty: 5022.451660
	Iteration 22Q: 3 clusters Score -2427505 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2427602.250000 Penalty: 5022.451660
	Iteration 23Q: 3 clusters Score -2427602 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2427685.750000 Penalty: 5022.451660
	Iteration 24Q: 3 clusters Score -2427686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2427731.750000 Penalty: 5022.451660
	Iteration 25Q: 3 clusters Score -2427732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2427769.750000 Penalty: 5022.451660
	Iteration 26Q: 3 clusters Score -2427770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2427805.250000 Penalty: 5022.451660
	Iteration 27Q: 3 clusters Score -2427805 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2427824.500000 Penalty: 5022.451660
	Iteration 28Q: 3 clusters Score -2427824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2427864.750000 Penalty: 5022.451660
	Iteration 29Q: 3 clusters Score -2427865 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2427884.250000 Penalty: 5022.451660
	Iteration 30Q: 3 clusters Score -2427884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2427906.000000 Penalty: 5022.451660
	Iteration 31Q: 3 clusters Score -2427906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2427931.250000 Penalty: 5022.451660
	Iteration 32Q: 3 clusters Score -2427931 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2427946.250000 Penalty: 5022.451660
	Iteration 33Q: 3 clusters Score -2427946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2427951.250000 Penalty: 5022.451660
	Iteration 34Q: 3 clusters Score -2427951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2427968.750000 Penalty: 5022.451660
	Iteration 35Q: 3 clusters Score -2427969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2427975.250000 Penalty: 5022.451660
	Iteration 36Q: 3 clusters Score -2427975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2427977.500000 Penalty: 5022.451660
	Iteration 37Q: 3 clusters Score -2427978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2427982.500000 Penalty: 5022.451660
	Iteration 38Q: 3 clusters Score -2427982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2427989.250000 Penalty: 5022.451660
	Iteration 39Q: 3 clusters Score -2427989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2427988.750000 Penalty: 5022.451660
	Iteration 40F: 3 clusters Score -2427989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2427988.000000 Penalty: 5022.451660
	Iteration 41Q: 3 clusters Score -2427988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2427994.500000 Penalty: 5022.451660
	Iteration 42Q: 3 clusters Score -2427994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2427998.250000 Penalty: 5022.451660
	Iteration 43Q: 3 clusters Score -2427998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2428001.250000 Penalty: 5022.451660
	Iteration 44Q: 3 clusters Score -2428001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2428006.750000 Penalty: 5022.451660
	Iteration 45Q: 3 clusters Score -2428007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2428007.250000 Penalty: 5022.451660
	Iteration 46Q: 3 clusters Score -2428007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2428018.750000 Penalty: 5022.451660
	Iteration 47Q: 3 clusters Score -2428019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2428023.500000 Penalty: 5022.451660
	Iteration 48Q: 3 clusters Score -2428024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2428025.750000 Penalty: 5022.451660
	Iteration 49Q: 3 clusters Score -2428026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2428030.500000 Penalty: 5022.451660
	Iteration 50Q: 3 clusters Score -2428030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2428037.500000 Penalty: 5022.451660
	Iteration 51Q: 3 clusters Score -2428038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2428036.750000 Penalty: 5022.451660
	Iteration 52Q: 3 clusters Score -2428037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2428039.000000 Penalty: 5022.451660
	Iteration 53Q: 3 clusters Score -2428039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2428039.750000 Penalty: 5022.451660
	Iteration 54Q: 3 clusters Score -2428040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2428042.500000 Penalty: 5022.451660
	Iteration 55Q: 3 clusters Score -2428042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2428050.250000 Penalty: 5022.451660
	Iteration 56Q: 3 clusters Score -2428050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2428055.250000 Penalty: 5022.451660
	Iteration 57Q: 3 clusters Score -2428055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2428057.000000 Penalty: 5022.451660
	Iteration 58Q: 3 clusters Score -2428057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2428058.750000 Penalty: 5022.451660
	Iteration 59Q: 3 clusters Score -2428059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2428060.250000 Penalty: 5022.451660
	Iteration 60F: 3 clusters Score -2428060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2428064.500000 Penalty: 5022.451660
	Iteration 61Q: 3 clusters Score -2428064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2428064.500000 Penalty: 5022.451660
	Iteration 62Q: 3 clusters Score -2428064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2428061.250000 Penalty: 5022.451660
	Iteration 63Q: 3 clusters Score -2428061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2428065.000000 Penalty: 5022.451660
	Iteration 64Q: 3 clusters Score -2428065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2428066.000000 Penalty: 5022.451660
	Iteration 65Q: 3 clusters Score -2428066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2428060.250000 Penalty: 5022.451660
	Iteration 66Q: 3 clusters Score -2428060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2428067.000000 Penalty: 5022.451660
	Iteration 67Q: 3 clusters Score -2428067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2428062.250000 Penalty: 5022.451660
	Iteration 68Q: 3 clusters Score -2428062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2428063.750000 Penalty: 5022.451660
	Iteration 69Q: 3 clusters Score -2428064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2428074.000000 Penalty: 5022.451660
	Iteration 70Q: 3 clusters Score -2428074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2428074.500000 Penalty: 5022.451660
	Iteration 71Q: 3 clusters Score -2428074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2428074.250000 Penalty: 5022.451660
	Iteration 72Q: 3 clusters Score -2428074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2428074.500000 Penalty: 5022.451660
	Iteration 73Q: 3 clusters Score -2428074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2428073.000000 Penalty: 5022.451660
	Iteration 74Q: 3 clusters Score -2428073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2428074.250000 Penalty: 5022.451660
	Iteration 75Q: 3 clusters Score -2428074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2428075.500000 Penalty: 5022.451660
	Iteration 76Q: 3 clusters Score -2428076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2428075.250000 Penalty: 5022.451660
	Iteration 77Q: 3 clusters Score -2428075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2428077.500000 Penalty: 5022.451660
	Iteration 78Q: 3 clusters Score -2428078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2428081.000000 Penalty: 5022.451660
	Iteration 79Q: 3 clusters Score -2428081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2428084.000000 Penalty: 5022.451660
	Iteration 80F: 3 clusters Score -2428084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2428078.250000 Penalty: 5022.451660
	Iteration 81Q: 3 clusters Score -2428078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2428080.750000 Penalty: 5022.451660
	Iteration 82Q: 3 clusters Score -2428081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2428079.500000 Penalty: 5022.451660
	Iteration 83Q: 3 clusters Score -2428080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2428079.750000 Penalty: 5022.451660
	Iteration 84Q: 3 clusters Score -2428080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2428080.000000 Penalty: 5022.451660
	Iteration 85Q: 3 clusters Score -2428080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2428085.500000 Penalty: 5022.451660
	Iteration 86Q: 3 clusters Score -2428086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2428078.500000 Penalty: 5022.451660
	Iteration 87Q: 3 clusters Score -2428078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2428078.750000 Penalty: 5022.451660
	Iteration 88Q: 3 clusters Score -2428079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2428085.500000 Penalty: 5022.451660
	Iteration 89Q: 3 clusters Score -2428086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2428084.000000 Penalty: 5022.451660
	Iteration 90Q: 3 clusters Score -2428084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2428087.500000 Penalty: 5022.451660
	Iteration 91Q: 3 clusters Score -2428088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2428090.500000 Penalty: 5022.451660
	Iteration 92Q: 3 clusters Score -2428090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2428091.750000 Penalty: 5022.451660
	Iteration 93Q: 3 clusters Score -2428092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2428092.250000 Penalty: 5022.451660
	Iteration 94Q: 3 clusters Score -2428092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2428091.750000 Penalty: 5022.451660
	Iteration 95Q: 3 clusters Score -2428092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2428092.000000 Penalty: 5022.451660
	Iteration 96Q: 3 clusters Score -2428092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2428092.000000 Penalty: 5022.451660
	Iteration 97F: 3 clusters Score -2428092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -460734.718750 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -460734.7 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 2480 members 
Entering Unmasked Estep 
Score: -456280.812500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -456280.8 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -457397.937500 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -457397.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -457644.250000 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -457644.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -457835.406250 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -457835.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -458033.812500 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -458033.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -458237.187500 Penalty: 4220.843750
	Iteration 5F: 3 clusters Score -458237.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458469.968750 Penalty: 4220.843750
	Iteration 6F: 3 clusters Score -458470 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -458712.156250 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -458712.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -458979.812500 Penalty: 4220.843750
	Iteration 8F: 3 clusters Score -458979.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -459194.343750 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -459194.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -459322.062500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -459322.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -459402.656250 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -459402.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -459452.375000 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -459452.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -459485.437500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -459485.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -459502.937500 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -459502.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -459514.093750 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -459514.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -459525.750000 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -459525.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -459534.281250 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -459534.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -459538.468750 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -459538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -459541.406250 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -459541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -459543.468750 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -459543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -459544.250000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -459544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -459545.062500 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -459545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -459544.250000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -459544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -459544.250000 Penalty: 4220.843750
	Iteration 24F: 3 clusters Score -459544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -329485.500000 Penalty: 2005.505981
	Iteration 0F: 2 clusters Score -329485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -326061.000000 Penalty: 4011.011963
	Iteration 0F: 3 clusters Score -326061 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -326785.437500 Penalty: 4011.011963
	Iteration 1F: 3 clusters Score -326785.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -326943.843750 Penalty: 4011.011963
	Iteration 2F: 3 clusters Score -326943.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -327047.812500 Penalty: 4011.011963
	Iteration 3Q: 3 clusters Score -327047.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -327124.906250 Penalty: 4011.011963
	Iteration 4Q: 3 clusters Score -327124.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -327189.156250 Penalty: 4011.011963
	Iteration 5Q: 3 clusters Score -327189.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -327249.062500 Penalty: 4011.011963
	Iteration 6Q: 3 clusters Score -327249.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -327286.375000 Penalty: 4011.011963
	Iteration 7Q: 3 clusters Score -327286.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -327317.750000 Penalty: 4011.011963
	Iteration 8Q: 3 clusters Score -327317.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -327334.343750 Penalty: 4011.011963
	Iteration 9Q: 3 clusters Score -327334.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -327348.937500 Penalty: 4011.011963
	Iteration 10Q: 3 clusters Score -327348.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -327361.937500 Penalty: 4011.011963
	Iteration 11Q: 3 clusters Score -327361.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -327378.843750 Penalty: 4011.011963
	Iteration 12Q: 3 clusters Score -327378.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -327394.187500 Penalty: 4011.011963
	Iteration 13Q: 3 clusters Score -327394.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -327412.968750 Penalty: 4011.011963
	Iteration 14Q: 3 clusters Score -327413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -327434.500000 Penalty: 4011.011963
	Iteration 15Q: 3 clusters Score -327434.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -327452.625000 Penalty: 4011.011963
	Iteration 16Q: 3 clusters Score -327452.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -327470.343750 Penalty: 4011.011963
	Iteration 17Q: 3 clusters Score -327470.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -327481.312500 Penalty: 4011.011963
	Iteration 18Q: 3 clusters Score -327481.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -327494.531250 Penalty: 4011.011963
	Iteration 19Q: 3 clusters Score -327494.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -327502.000000 Penalty: 4011.011963
	Iteration 20F: 3 clusters Score -327502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -327507.125000 Penalty: 4011.011963
	Iteration 21Q: 3 clusters Score -327507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -327515.687500 Penalty: 4011.011963
	Iteration 22Q: 3 clusters Score -327515.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -327522.000000 Penalty: 4011.011963
	Iteration 23Q: 3 clusters Score -327522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -327527.750000 Penalty: 4011.011963
	Iteration 24Q: 3 clusters Score -327527.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -327535.031250 Penalty: 4011.011963
	Iteration 25Q: 3 clusters Score -327535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -327540.250000 Penalty: 4011.011963
	Iteration 26Q: 3 clusters Score -327540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -327546.500000 Penalty: 4011.011963
	Iteration 27Q: 3 clusters Score -327546.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -327553.531250 Penalty: 4011.011963
	Iteration 28Q: 3 clusters Score -327553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -327559.125000 Penalty: 4011.011963
	Iteration 29Q: 3 clusters Score -327559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -327564.625000 Penalty: 4011.011963
	Iteration 30Q: 3 clusters Score -327564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -327566.843750 Penalty: 4011.011963
	Iteration 31Q: 3 clusters Score -327566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -327568.906250 Penalty: 4011.011963
	Iteration 32Q: 3 clusters Score -327568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -327570.968750 Penalty: 4011.011963
	Iteration 33Q: 3 clusters Score -327571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -327575.281250 Penalty: 4011.011963
	Iteration 34Q: 3 clusters Score -327575.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -327579.156250 Penalty: 4011.011963
	Iteration 35Q: 3 clusters Score -327579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -327585.500000 Penalty: 4011.011963
	Iteration 36Q: 3 clusters Score -327585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -327587.375000 Penalty: 4011.011963
	Iteration 37Q: 3 clusters Score -327587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -327591.593750 Penalty: 4011.011963
	Iteration 38Q: 3 clusters Score -327591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -327594.968750 Penalty: 4011.011963
	Iteration 39Q: 3 clusters Score -327595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -327599.187500 Penalty: 4011.011963
	Iteration 40F: 3 clusters Score -327599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -327602.875000 Penalty: 4011.011963
	Iteration 41Q: 3 clusters Score -327602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -327607.062500 Penalty: 4011.011963
	Iteration 42Q: 3 clusters Score -327607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -327609.656250 Penalty: 4011.011963
	Iteration 43Q: 3 clusters Score -327609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -327610.468750 Penalty: 4011.011963
	Iteration 44Q: 3 clusters Score -327610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -327610.468750 Penalty: 4011.011963
	Iteration 45Q: 3 clusters Score -327610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -327611.781250 Penalty: 4011.011963
	Iteration 46Q: 3 clusters Score -327611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -327613.406250 Penalty: 4011.011963
	Iteration 47Q: 3 clusters Score -327613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -327613.687500 Penalty: 4011.011963
	Iteration 48Q: 3 clusters Score -327613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -327614.250000 Penalty: 4011.011963
	Iteration 49Q: 3 clusters Score -327614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -327615.406250 Penalty: 4011.011963
	Iteration 50Q: 3 clusters Score -327615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -327615.531250 Penalty: 4011.011963
	Iteration 51Q: 3 clusters Score -327615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -327616.406250 Penalty: 4011.011963
	Iteration 52Q: 3 clusters Score -327616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -327616.875000 Penalty: 4011.011963
	Iteration 53Q: 3 clusters Score -327616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -327618.218750 Penalty: 4011.011963
	Iteration 54Q: 3 clusters Score -327618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -327618.906250 Penalty: 4011.011963
	Iteration 55Q: 3 clusters Score -327618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -327620.437500 Penalty: 4011.011963
	Iteration 56Q: 3 clusters Score -327620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -327620.437500 Penalty: 4011.011963
	Iteration 57F: 3 clusters Score -327620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Entering Unmasked Estep 
Score: -2915289.000000 Penalty: 2549.364502
	Iteration 0F: 2 clusters Score -2915289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2895402.500000 Penalty: 5098.729004
	Iteration 0F: 3 clusters Score -2895402 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2902680.750000 Penalty: 5098.729004
	Iteration 1F: 3 clusters Score -2902681 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2903344.250000 Penalty: 5098.729004
	Iteration 2F: 3 clusters Score -2903344 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2904209.000000 Penalty: 5098.729004
	Iteration 3F: 3 clusters Score -2904209 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2905346.000000 Penalty: 5098.729004
	Iteration 4F: 3 clusters Score -2905346 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2906752.500000 Penalty: 5098.729004
	Iteration 5F: 3 clusters Score -2906752 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2908330.250000 Penalty: 5098.729004
	Iteration 6F: 3 clusters Score -2908330 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2909755.250000 Penalty: 5098.729004
	Iteration 7F: 3 clusters Score -2909755 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2910833.250000 Penalty: 5098.729004
	Iteration 8Q: 3 clusters Score -2910833 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2911627.750000 Penalty: 5098.729004
	Iteration 9Q: 3 clusters Score -2911628 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2912139.250000 Penalty: 5098.729004
	Iteration 10Q: 3 clusters Score -2912139 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2912477.500000 Penalty: 5098.729004
	Iteration 11Q: 3 clusters Score -2912478 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2912647.750000 Penalty: 5098.729004
	Iteration 12Q: 3 clusters Score -2912648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2912756.500000 Penalty: 5098.729004
	Iteration 13Q: 3 clusters Score -2912756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -2912842.000000 Penalty: 5098.729004
	Iteration 14Q: 3 clusters Score -2912842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -2912901.250000 Penalty: 5098.729004
	Iteration 15Q: 3 clusters Score -2912901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -2912926.000000 Penalty: 5098.729004
	Iteration 16Q: 3 clusters Score -2912926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2912959.000000 Penalty: 5098.729004
	Iteration 17Q: 3 clusters Score -2912959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -2912990.250000 Penalty: 5098.729004
	Iteration 18Q: 3 clusters Score -2912990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -2913005.500000 Penalty: 5098.729004
	Iteration 19Q: 3 clusters Score -2913006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -2913023.000000 Penalty: 5098.729004
	Iteration 20F: 3 clusters Score -2913023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -2913040.250000 Penalty: 5098.729004
	Iteration 21Q: 3 clusters Score -2913040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2913045.250000 Penalty: 5098.729004
	Iteration 22Q: 3 clusters Score -2913045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2913051.750000 Penalty: 5098.729004
	Iteration 23Q: 3 clusters Score -2913052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2913059.500000 Penalty: 5098.729004
	Iteration 24Q: 3 clusters Score -2913060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -2913070.250000 Penalty: 5098.729004
	Iteration 25Q: 3 clusters Score -2913070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2913071.000000 Penalty: 5098.729004
	Iteration 26Q: 3 clusters Score -2913071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -2913073.750000 Penalty: 5098.729004
	Iteration 27Q: 3 clusters Score -2913074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -2913081.000000 Penalty: 5098.729004
	Iteration 28Q: 3 clusters Score -2913081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -2913086.500000 Penalty: 5098.729004
	Iteration 29Q: 3 clusters Score -2913086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2913085.750000 Penalty: 5098.729004
	Iteration 30Q: 3 clusters Score -2913086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -2913088.000000 Penalty: 5098.729004
	Iteration 31Q: 3 clusters Score -2913088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -2913086.750000 Penalty: 5098.729004
	Iteration 32Q: 3 clusters Score -2913087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -2913094.250000 Penalty: 5098.729004
	Iteration 33Q: 3 clusters Score -2913094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -2913097.750000 Penalty: 5098.729004
	Iteration 34Q: 3 clusters Score -2913098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -2913104.750000 Penalty: 5098.729004
	Iteration 35Q: 3 clusters Score -2913105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -2913108.750000 Penalty: 5098.729004
	Iteration 36Q: 3 clusters Score -2913109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -2913110.500000 Penalty: 5098.729004
	Iteration 37Q: 3 clusters Score -2913110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2913107.250000 Penalty: 5098.729004
	Iteration 38Q: 3 clusters Score -2913107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -2913113.250000 Penalty: 5098.729004
	Iteration 39Q: 3 clusters Score -2913113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -2913115.250000 Penalty: 5098.729004
	Iteration 40F: 3 clusters Score -2913115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -2913115.250000 Penalty: 5098.729004
	Iteration 41Q: 3 clusters Score -2913115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -2913122.000000 Penalty: 5098.729004
	Iteration 42Q: 3 clusters Score -2913122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -2913123.750000 Penalty: 5098.729004
	Iteration 43Q: 3 clusters Score -2913124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2913124.500000 Penalty: 5098.729004
	Iteration 44Q: 3 clusters Score -2913124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -2913132.250000 Penalty: 5098.729004
	Iteration 45Q: 3 clusters Score -2913132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -2913137.250000 Penalty: 5098.729004
	Iteration 46Q: 3 clusters Score -2913137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -2913138.750000 Penalty: 5098.729004
	Iteration 47Q: 3 clusters Score -2913139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -2913140.750000 Penalty: 5098.729004
	Iteration 48Q: 3 clusters Score -2913141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -2913140.500000 Penalty: 5098.729004
	Iteration 49Q: 3 clusters Score -2913140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -2913140.500000 Penalty: 5098.729004
	Iteration 50Q: 3 clusters Score -2913140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -2913141.500000 Penalty: 5098.729004
	Iteration 51Q: 3 clusters Score -2913142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2913141.500000 Penalty: 5098.729004
	Iteration 52Q: 3 clusters Score -2913142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -2913143.000000 Penalty: 5098.729004
	Iteration 53Q: 3 clusters Score -2913143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -2913143.250000 Penalty: 5098.729004
	Iteration 54Q: 3 clusters Score -2913143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2913146.000000 Penalty: 5098.729004
	Iteration 55Q: 3 clusters Score -2913146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -2913151.250000 Penalty: 5098.729004
	Iteration 56Q: 3 clusters Score -2913151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -2913158.750000 Penalty: 5098.729004
	Iteration 57Q: 3 clusters Score -2913159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -2913154.000000 Penalty: 5098.729004
	Iteration 58Q: 3 clusters Score -2913154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -2913158.500000 Penalty: 5098.729004
	Iteration 59Q: 3 clusters Score -2913158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -2913159.500000 Penalty: 5098.729004
	Iteration 60F: 3 clusters Score -2913160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2913158.750000 Penalty: 5098.729004
	Iteration 61Q: 3 clusters Score -2913159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -2913156.500000 Penalty: 5098.729004
	Iteration 62Q: 3 clusters Score -2913156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -2913156.500000 Penalty: 5098.729004
	Iteration 63F: 3 clusters Score -2913156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (34056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Entering Unmasked Estep 
Score: -3405909.500000 Penalty: 2588.068848
	Iteration 0F: 2 clusters Score -3405910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3382771.000000 Penalty: 5176.137695
	Iteration 0F: 3 clusters Score -3382771 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3391254.250000 Penalty: 5176.137695
	Iteration 1F: 3 clusters Score -3391254 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3392179.500000 Penalty: 5176.137695
	Iteration 2F: 3 clusters Score -3392180 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3393350.500000 Penalty: 5176.137695
	Iteration 3F: 3 clusters Score -3393350 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3394814.500000 Penalty: 5176.137695
	Iteration 4F: 3 clusters Score -3394814 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3396300.250000 Penalty: 5176.137695
	Iteration 5F: 3 clusters Score -3396300 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3397468.000000 Penalty: 5176.137695
	Iteration 6F: 3 clusters Score -3397468 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3398277.250000 Penalty: 5176.137695
	Iteration 7F: 3 clusters Score -3398277 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3398674.750000 Penalty: 5176.137695
	Iteration 8Q: 3 clusters Score -3398675 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3398919.500000 Penalty: 5176.137695
	Iteration 9Q: 3 clusters Score -3398920 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3399122.250000 Penalty: 5176.137695
	Iteration 10Q: 3 clusters Score -3399122 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3399278.500000 Penalty: 5176.137695
	Iteration 11Q: 3 clusters Score -3399278 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3399389.750000 Penalty: 5176.137695
	Iteration 12Q: 3 clusters Score -3399390 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3399491.750000 Penalty: 5176.137695
	Iteration 13Q: 3 clusters Score -3399492 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3399604.500000 Penalty: 5176.137695
	Iteration 14Q: 3 clusters Score -3399604 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3399727.500000 Penalty: 5176.137695
	Iteration 15Q: 3 clusters Score -3399728 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3399826.000000 Penalty: 5176.137695
	Iteration 16Q: 3 clusters Score -3399826 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3399936.750000 Penalty: 5176.137695
	Iteration 17Q: 3 clusters Score -3399937 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3400058.750000 Penalty: 5176.137695
	Iteration 18Q: 3 clusters Score -3400059 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3400188.500000 Penalty: 5176.137695
	Iteration 19Q: 3 clusters Score -3400188 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3400281.500000 Penalty: 5176.137695
	Iteration 20F: 3 clusters Score -3400282 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3400371.750000 Penalty: 5176.137695
	Iteration 21Q: 3 clusters Score -3400372 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3400444.500000 Penalty: 5176.137695
	Iteration 22Q: 3 clusters Score -3400444 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3400512.750000 Penalty: 5176.137695
	Iteration 23Q: 3 clusters Score -3400513 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3400563.250000 Penalty: 5176.137695
	Iteration 24Q: 3 clusters Score -3400563 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3400601.250000 Penalty: 5176.137695
	Iteration 25Q: 3 clusters Score -3400601 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3400622.750000 Penalty: 5176.137695
	Iteration 26Q: 3 clusters Score -3400623 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3400631.500000 Penalty: 5176.137695
	Iteration 27Q: 3 clusters Score -3400632 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3400636.750000 Penalty: 5176.137695
	Iteration 28Q: 3 clusters Score -3400637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3400651.250000 Penalty: 5176.137695
	Iteration 29Q: 3 clusters Score -3400651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3400650.250000 Penalty: 5176.137695
	Iteration 30Q: 3 clusters Score -3400650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3400655.750000 Penalty: 5176.137695
	Iteration 31Q: 3 clusters Score -3400656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3400662.250000 Penalty: 5176.137695
	Iteration 32Q: 3 clusters Score -3400662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3400658.500000 Penalty: 5176.137695
	Iteration 33Q: 3 clusters Score -3400658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3400666.750000 Penalty: 5176.137695
	Iteration 34Q: 3 clusters Score -3400667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3400668.500000 Penalty: 5176.137695
	Iteration 35Q: 3 clusters Score -3400668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3400670.250000 Penalty: 5176.137695
	Iteration 36Q: 3 clusters Score -3400670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3400667.000000 Penalty: 5176.137695
	Iteration 37Q: 3 clusters Score -3400667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3400658.500000 Penalty: 5176.137695
	Iteration 38Q: 3 clusters Score -3400658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3400651.500000 Penalty: 5176.137695
	Iteration 39Q: 3 clusters Score -3400652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3400663.250000 Penalty: 5176.137695
	Iteration 40F: 3 clusters Score -3400663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3400666.500000 Penalty: 5176.137695
	Iteration 41Q: 3 clusters Score -3400666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3400675.000000 Penalty: 5176.137695
	Iteration 42Q: 3 clusters Score -3400675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3400674.750000 Penalty: 5176.137695
	Iteration 43Q: 3 clusters Score -3400675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3400665.500000 Penalty: 5176.137695
	Iteration 44Q: 3 clusters Score -3400666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3400672.750000 Penalty: 5176.137695
	Iteration 45Q: 3 clusters Score -3400673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3400672.500000 Penalty: 5176.137695
	Iteration 46Q: 3 clusters Score -3400672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3400676.000000 Penalty: 5176.137695
	Iteration 47Q: 3 clusters Score -3400676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3400671.000000 Penalty: 5176.137695
	Iteration 48Q: 3 clusters Score -3400671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3400668.500000 Penalty: 5176.137695
	Iteration 49Q: 3 clusters Score -3400668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3400668.750000 Penalty: 5176.137695
	Iteration 50Q: 3 clusters Score -3400669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3400668.000000 Penalty: 5176.137695
	Iteration 51Q: 3 clusters Score -3400668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3400675.000000 Penalty: 5176.137695
	Iteration 52Q: 3 clusters Score -3400675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3400675.250000 Penalty: 5176.137695
	Iteration 53Q: 3 clusters Score -3400675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3400674.000000 Penalty: 5176.137695
	Iteration 54Q: 3 clusters Score -3400674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3400679.000000 Penalty: 5176.137695
	Iteration 55Q: 3 clusters Score -3400679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3400676.000000 Penalty: 5176.137695
	Iteration 56Q: 3 clusters Score -3400676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3400674.250000 Penalty: 5176.137695
	Iteration 57Q: 3 clusters Score -3400674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3400673.250000 Penalty: 5176.137695
	Iteration 58Q: 3 clusters Score -3400673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3400672.250000 Penalty: 5176.137695
	Iteration 59Q: 3 clusters Score -3400672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3400672.000000 Penalty: 5176.137695
	Iteration 60F: 3 clusters Score -3400672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3400669.500000 Penalty: 5176.137695
	Iteration 61Q: 3 clusters Score -3400670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3400669.250000 Penalty: 5176.137695
	Iteration 62Q: 3 clusters Score -3400669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3400673.750000 Penalty: 5176.137695
	Iteration 63Q: 3 clusters Score -3400674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3400670.750000 Penalty: 5176.137695
	Iteration 64Q: 3 clusters Score -3400671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3400674.500000 Penalty: 5176.137695
	Iteration 65Q: 3 clusters Score -3400674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3400676.000000 Penalty: 5176.137695
	Iteration 66Q: 3 clusters Score -3400676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3400673.000000 Penalty: 5176.137695
	Iteration 67Q: 3 clusters Score -3400673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3400677.000000 Penalty: 5176.137695
	Iteration 68Q: 3 clusters Score -3400677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3400675.750000 Penalty: 5176.137695
	Iteration 69Q: 3 clusters Score -3400676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3400677.250000 Penalty: 5176.137695
	Iteration 70Q: 3 clusters Score -3400677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3400675.250000 Penalty: 5176.137695
	Iteration 71Q: 3 clusters Score -3400675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3400678.500000 Penalty: 5176.137695
	Iteration 72Q: 3 clusters Score -3400678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3400679.500000 Penalty: 5176.137695
	Iteration 73Q: 3 clusters Score -3400680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3400683.750000 Penalty: 5176.137695
	Iteration 74Q: 3 clusters Score -3400684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3400684.000000 Penalty: 5176.137695
	Iteration 75Q: 3 clusters Score -3400684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3400678.000000 Penalty: 5176.137695
	Iteration 76Q: 3 clusters Score -3400678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3400679.250000 Penalty: 5176.137695
	Iteration 77Q: 3 clusters Score -3400679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3400677.750000 Penalty: 5176.137695
	Iteration 78Q: 3 clusters Score -3400678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3400675.750000 Penalty: 5176.137695
	Iteration 79Q: 3 clusters Score -3400676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3400679.750000 Penalty: 5176.137695
	Iteration 80F: 3 clusters Score -3400680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3400680.750000 Penalty: 5176.137695
	Iteration 81Q: 3 clusters Score -3400681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3400681.500000 Penalty: 5176.137695
	Iteration 82Q: 3 clusters Score -3400682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3400678.250000 Penalty: 5176.137695
	Iteration 83Q: 3 clusters Score -3400678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3400676.000000 Penalty: 5176.137695
	Iteration 84Q: 3 clusters Score -3400676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3400681.500000 Penalty: 5176.137695
	Iteration 85Q: 3 clusters Score -3400682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3400685.750000 Penalty: 5176.137695
	Iteration 86Q: 3 clusters Score -3400686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3400687.750000 Penalty: 5176.137695
	Iteration 87Q: 3 clusters Score -3400688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3400685.500000 Penalty: 5176.137695
	Iteration 88Q: 3 clusters Score -3400686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3400686.000000 Penalty: 5176.137695
	Iteration 89Q: 3 clusters Score -3400686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3400689.250000 Penalty: 5176.137695
	Iteration 90Q: 3 clusters Score -3400689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3400692.500000 Penalty: 5176.137695
	Iteration 91Q: 3 clusters Score -3400692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3400689.250000 Penalty: 5176.137695
	Iteration 92Q: 3 clusters Score -3400689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3400686.000000 Penalty: 5176.137695
	Iteration 93Q: 3 clusters Score -3400686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3400680.500000 Penalty: 5176.137695
	Iteration 94Q: 3 clusters Score -3400680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3400680.500000 Penalty: 5176.137695
	Iteration 95F: 3 clusters Score -3400680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -111579.671875 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -111579.7 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 633 members 
Entering Unmasked Estep 
Score: -109464.031250 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -109464 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -109847.765625 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -109847.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110026.796875 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -110026.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110165.187500 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -110165.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110244.843750 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -110244.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110299.265625 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -110299.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110328.070312 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -110328.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110356.015625 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -110356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110383.226562 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -110383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110406.906250 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -110406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110413.343750 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -110413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110421.312500 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -110421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110424.625000 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -110424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110426.437500 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -110426.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110426.437500 Penalty: 3545.969238
	Iteration 14F: 3 clusters Score -110426.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -297524.812500 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -297524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -294098.406250 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -294098.4 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -294918.281250 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -294918.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -295115.500000 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -295115.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -295307.468750 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -295307.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -295488.218750 Penalty: 4015.114502
	Iteration 4F: 3 clusters Score -295488.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -295641.406250 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -295641.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -295784.000000 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -295784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -295897.406250 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -295897.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -295980.656250 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -295980.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -296043.312500 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -296043.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -296097.468750 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -296097.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -296137.093750 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -296137.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -296176.562500 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -296176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -296197.812500 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -296197.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -296214.250000 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -296214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -296223.968750 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -296224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -296233.437500 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -296233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -296242.968750 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -296243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -296251.781250 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -296251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -296263.812500 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -296263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -296281.062500 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -296281.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -296314.375000 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -296314.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -296335.125000 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -296335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -296350.062500 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -296350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -296359.343750 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -296359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -296365.656250 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -296365.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -296370.531250 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -296370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -296377.593750 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -296377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -296388.187500 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -296388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -296394.375000 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -296394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -296404.218750 Penalty: 4015.114502
	Iteration 30Q: 3 clusters Score -296404.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -296415.937500 Penalty: 4015.114502
	Iteration 31Q: 3 clusters Score -296415.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -296432.125000 Penalty: 4015.114502
	Iteration 32Q: 3 clusters Score -296432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -296440.312500 Penalty: 4015.114502
	Iteration 33Q: 3 clusters Score -296440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -296445.687500 Penalty: 4015.114502
	Iteration 34Q: 3 clusters Score -296445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -296451.843750 Penalty: 4015.114502
	Iteration 35Q: 3 clusters Score -296451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -296457.531250 Penalty: 4015.114502
	Iteration 36Q: 3 clusters Score -296457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -296461.156250 Penalty: 4015.114502
	Iteration 37Q: 3 clusters Score -296461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -296463.656250 Penalty: 4015.114502
	Iteration 38Q: 3 clusters Score -296463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -296465.875000 Penalty: 4015.114502
	Iteration 39Q: 3 clusters Score -296465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -296466.062500 Penalty: 4015.114502
	Iteration 40F: 3 clusters Score -296466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -166308.015625 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -166308 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 897 members 
Entering Unmasked Estep 
Score: -163858.828125 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -163858.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164304.328125 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -164304.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -164455.656250 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -164455.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -164537.312500 Penalty: 3712.803955
	Iteration 3F: 3 clusters Score -164537.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164582.421875 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -164582.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -164601.171875 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -164601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -164612.796875 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -164612.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -164623.609375 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -164623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164633.093750 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -164633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164640.937500 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -164640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164647.000000 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -164647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164649.437500 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -164649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164653.437500 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -164653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164654.031250 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -164654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164654.031250 Penalty: 3712.803955
	Iteration 14F: 3 clusters Score -164654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -404914.218750 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -404914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -400844.718750 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -400844.7 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -401871.656250 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -401871.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402126.937500 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -402126.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -402332.500000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -402332.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402537.468750 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -402537.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -402746.812500 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -402746.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -402960.437500 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -402960.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -403131.906250 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -403131.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -403270.687500 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -403270.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -403382.187500 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -403382.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403475.093750 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -403475.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -403544.187500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -403544.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -403598.906250 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -403598.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -403632.375000 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -403632.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -403657.468750 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -403657.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -403680.125000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -403680.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -403695.656250 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -403695.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -403710.218750 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -403710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -403722.125000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -403722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -403728.187500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -403728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -403730.812500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -403730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -403733.906250 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -403733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -403737.562500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -403737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -403737.937500 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -403737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -403739.531250 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -403739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -403739.781250 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -403739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -403739.781250 Penalty: 4152.938965
	Iteration 26F: 3 clusters Score -403739.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -751734.312500 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -751734.3 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 3744 members 
Entering Unmasked Estep 
Score: -745609.937500 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -745609.9 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -747252.687500 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -747252.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -747588.062500 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -747588.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -747888.875000 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -747888.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -748252.312500 Penalty: 4423.052734
	Iteration 4F: 3 clusters Score -748252.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -748854.500000 Penalty: 4423.052734
	Iteration 5F: 3 clusters Score -748854.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -750081.125000 Penalty: 4423.052734
	Iteration 6F: 3 clusters Score -750081.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -751393.250000 Penalty: 4423.052734
	Iteration 7F: 3 clusters Score -751393.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -752226.375000 Penalty: 4423.052734
	Iteration 8F: 3 clusters Score -752226.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -752663.937500 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -752663.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -752910.062500 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -752910.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -753094.750000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -753094.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -753245.062500 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -753245.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -753396.125000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -753396.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -753491.937500 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -753491.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -753509.500000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -753509.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -753517.375000 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -753517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -753519.750000 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -753519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -753520.562500 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -753520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -753521.500000 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -753521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -753521.500000 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -753521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 64791 members 
Mstep: Class 5 contains 23991 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99286 members 
Mstep: Class 18 contains 16599 members 
Mstep: Class 19 contains 12099 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 14864 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 22726 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 13257 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 7564 members 
Mstep: Class 29 contains 6915 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24982 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 34056 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1695 members 
Mstep: Class 41 contains 15564 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5766 members 
Entering Unmasked Estep 
Score: -58951860.000000 Penalty: 148959.000000
Splitting cluster 40 changes total score from -58951080.000000 to -58951860.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 41 (15564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Entering Unmasked Estep 
Score: -1422317.125000 Penalty: 2393.873535
	Iteration 0F: 2 clusters Score -1422317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1411002.375000 Penalty: 4787.747070
	Iteration 0F: 3 clusters Score -1411002 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1414799.625000 Penalty: 4787.747070
	Iteration 1F: 3 clusters Score -1414800 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1415416.375000 Penalty: 4787.747070
	Iteration 2F: 3 clusters Score -1415416 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1416102.500000 Penalty: 4787.747070
	Iteration 3F: 3 clusters Score -1416102 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1417029.875000 Penalty: 4787.747070
	Iteration 4F: 3 clusters Score -1417030 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1418244.125000 Penalty: 4787.747070
	Iteration 5F: 3 clusters Score -1418244 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1419385.375000 Penalty: 4787.747070
	Iteration 6F: 3 clusters Score -1419385 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1420190.125000 Penalty: 4787.747070
	Iteration 7F: 3 clusters Score -1420190 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1420773.875000 Penalty: 4787.747070
	Iteration 8Q: 3 clusters Score -1420774 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1421133.500000 Penalty: 4787.747070
	Iteration 9Q: 3 clusters Score -1421134 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1421334.625000 Penalty: 4787.747070
	Iteration 10Q: 3 clusters Score -1421335 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1421464.625000 Penalty: 4787.747070
	Iteration 11Q: 3 clusters Score -1421465 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1421555.875000 Penalty: 4787.747070
	Iteration 12Q: 3 clusters Score -1421556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1421620.750000 Penalty: 4787.747070
	Iteration 13Q: 3 clusters Score -1421621 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1421658.500000 Penalty: 4787.747070
	Iteration 14Q: 3 clusters Score -1421658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1421681.375000 Penalty: 4787.747070
	Iteration 15Q: 3 clusters Score -1421681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1421693.625000 Penalty: 4787.747070
	Iteration 16Q: 3 clusters Score -1421694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1421706.750000 Penalty: 4787.747070
	Iteration 17Q: 3 clusters Score -1421707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1421720.875000 Penalty: 4787.747070
	Iteration 18Q: 3 clusters Score -1421721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1421731.000000 Penalty: 4787.747070
	Iteration 19Q: 3 clusters Score -1421731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1421731.625000 Penalty: 4787.747070
	Iteration 20F: 3 clusters Score -1421732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1421742.625000 Penalty: 4787.747070
	Iteration 21Q: 3 clusters Score -1421743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1421747.500000 Penalty: 4787.747070
	Iteration 22Q: 3 clusters Score -1421748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1421755.875000 Penalty: 4787.747070
	Iteration 23Q: 3 clusters Score -1421756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1421758.500000 Penalty: 4787.747070
	Iteration 24Q: 3 clusters Score -1421758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1421759.000000 Penalty: 4787.747070
	Iteration 25Q: 3 clusters Score -1421759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1421760.125000 Penalty: 4787.747070
	Iteration 26Q: 3 clusters Score -1421760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1421768.375000 Penalty: 4787.747070
	Iteration 27Q: 3 clusters Score -1421768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1421774.750000 Penalty: 4787.747070
	Iteration 28Q: 3 clusters Score -1421775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1421779.750000 Penalty: 4787.747070
	Iteration 29Q: 3 clusters Score -1421780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1421782.750000 Penalty: 4787.747070
	Iteration 30Q: 3 clusters Score -1421783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1421784.875000 Penalty: 4787.747070
	Iteration 31Q: 3 clusters Score -1421785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1421792.000000 Penalty: 4787.747070
	Iteration 32Q: 3 clusters Score -1421792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1421789.125000 Penalty: 4787.747070
	Iteration 33Q: 3 clusters Score -1421789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1421788.625000 Penalty: 4787.747070
	Iteration 34Q: 3 clusters Score -1421789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1421788.125000 Penalty: 4787.747070
	Iteration 35Q: 3 clusters Score -1421788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1421788.875000 Penalty: 4787.747070
	Iteration 36Q: 3 clusters Score -1421789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1421791.875000 Penalty: 4787.747070
	Iteration 37Q: 3 clusters Score -1421792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1421791.875000 Penalty: 4787.747070
	Iteration 38F: 3 clusters Score -1421792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -181766.234375 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -181766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179081.328125 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -179081.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -179881.140625 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -179881.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -180193.953125 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -180194 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -180462.218750 Penalty: 3837.208252
	Iteration 3F: 3 clusters Score -180462.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -180696.765625 Penalty: 3837.208252
	Iteration 4F: 3 clusters Score -180696.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -180836.140625 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -180836.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -180918.546875 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -180918.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -180993.750000 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -180993.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -181063.343750 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -181063.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -181138.578125 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -181138.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -181198.593750 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -181198.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -181237.765625 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -181237.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -181261.656250 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -181261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -181274.406250 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -181274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -181277.406250 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -181277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -181279.250000 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -181279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -181279.609375 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -181279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -181280.750000 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -181280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -181281.812500 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -181281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -181281.812500 Penalty: 3837.208252
	Iteration 19F: 3 clusters Score -181281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -200422.937500 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -200422.9 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 1127 members 
Entering Unmasked Estep 
Score: -197640.968750 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -197641 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -198199.515625 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -198199.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -198348.875000 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -198348.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -198425.359375 Penalty: 3822.256836
	Iteration 3Q: 3 clusters Score -198425.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -198492.953125 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -198493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -198553.156250 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -198553.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -198610.265625 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -198610.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198666.656250 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -198666.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -198710.109375 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -198710.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -198749.000000 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -198749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -198789.109375 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -198789.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -198823.234375 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -198823.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -198854.984375 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -198855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -198891.734375 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -198891.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -198927.703125 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -198927.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -198962.468750 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -198962.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -199001.546875 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -199001.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -199042.937500 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -199042.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -199082.156250 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -199082.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -199110.781250 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -199110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -199131.703125 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -199131.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -199159.203125 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -199159.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199176.203125 Penalty: 3822.256836
	Iteration 22Q: 3 clusters Score -199176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -199193.125000 Penalty: 3822.256836
	Iteration 23Q: 3 clusters Score -199193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -199204.156250 Penalty: 3822.256836
	Iteration 24Q: 3 clusters Score -199204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199212.562500 Penalty: 3822.256836
	Iteration 25Q: 3 clusters Score -199212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199222.093750 Penalty: 3822.256836
	Iteration 26Q: 3 clusters Score -199222.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199237.703125 Penalty: 3822.256836
	Iteration 27Q: 3 clusters Score -199237.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -199258.265625 Penalty: 3822.256836
	Iteration 28Q: 3 clusters Score -199258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199269.718750 Penalty: 3822.256836
	Iteration 29Q: 3 clusters Score -199269.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199277.750000 Penalty: 3822.256836
	Iteration 30Q: 3 clusters Score -199277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -199283.421875 Penalty: 3822.256836
	Iteration 31Q: 3 clusters Score -199283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -199285.531250 Penalty: 3822.256836
	Iteration 32Q: 3 clusters Score -199285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199287.453125 Penalty: 3822.256836
	Iteration 33Q: 3 clusters Score -199287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199288.312500 Penalty: 3822.256836
	Iteration 34Q: 3 clusters Score -199288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199289.000000 Penalty: 3822.256836
	Iteration 35Q: 3 clusters Score -199289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199289.000000 Penalty: 3822.256836
	Iteration 36F: 3 clusters Score -199289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -983819.937500 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -983819.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -976358.250000 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -976358.2 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -978586.437500 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -978586.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -978908.562500 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -978908.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -979166.125000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -979166.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -979366.750000 Penalty: 4550.555176
	Iteration 4Q: 3 clusters Score -979366.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -979585.250000 Penalty: 4550.555176
	Iteration 5Q: 3 clusters Score -979585.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -979775.562500 Penalty: 4550.555176
	Iteration 6Q: 3 clusters Score -979775.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -979962.125000 Penalty: 4550.555176
	Iteration 7Q: 3 clusters Score -979962.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -980150.750000 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -980150.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -980341.125000 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -980341.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -980520.812500 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -980520.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -980667.562500 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -980667.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -980768.812500 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -980768.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -980875.750000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -980875.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -980968.312500 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -980968.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -981029.375000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -981029.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -981087.312500 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -981087.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -981138.000000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -981138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -981175.312500 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -981175.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -981213.875000 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -981213.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -981237.687500 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -981237.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -981267.562500 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -981267.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -981299.250000 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -981299.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -981330.500000 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -981330.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -981361.062500 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -981361.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -981396.500000 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -981396.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -981432.312500 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -981432.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -981472.062500 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -981472.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -981510.875000 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -981510.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -981546.562500 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -981546.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -981572.625000 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -981572.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -981605.312500 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -981605.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -981625.937500 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -981625.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -981651.937500 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -981651.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -981682.000000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -981682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -981708.312500 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -981708.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -981732.000000 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -981732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -981758.125000 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -981758.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -981782.500000 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -981782.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -981801.687500 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -981801.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -981819.000000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -981819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -981830.500000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -981830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -981836.375000 Penalty: 4550.555176
	Iteration 42Q: 3 clusters Score -981836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -981840.875000 Penalty: 4550.555176
	Iteration 43Q: 3 clusters Score -981840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -981842.875000 Penalty: 4550.555176
	Iteration 44Q: 3 clusters Score -981842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -981845.687500 Penalty: 4550.555176
	Iteration 45Q: 3 clusters Score -981845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -981847.312500 Penalty: 4550.555176
	Iteration 46Q: 3 clusters Score -981847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -981848.437500 Penalty: 4550.555176
	Iteration 47Q: 3 clusters Score -981848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -981850.812500 Penalty: 4550.555176
	Iteration 48Q: 3 clusters Score -981850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -981853.062500 Penalty: 4550.555176
	Iteration 49Q: 3 clusters Score -981853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -981852.125000 Penalty: 4550.555176
	Iteration 50Q: 3 clusters Score -981852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -981852.937500 Penalty: 4550.555176
	Iteration 51Q: 3 clusters Score -981852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -981854.125000 Penalty: 4550.555176
	Iteration 52Q: 3 clusters Score -981854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -981854.125000 Penalty: 4550.555176
	Iteration 53F: 3 clusters Score -981854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 64791 members 
Mstep: Class 5 contains 23991 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 99286 members 
Mstep: Class 18 contains 16599 members 
Mstep: Class 19 contains 12099 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 14864 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 22726 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 13257 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 7564 members 
Mstep: Class 29 contains 6915 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24982 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 34056 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1695 members 
Mstep: Class 41 contains 15564 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952160.000000 Penalty: 148959.000000
Iteration 119Q: 46 clusters Score -5.895216e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 25274 members 
Mstep: Class 4 contains 64787 members 
Mstep: Class 5 contains 23951 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 9306 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 40544 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22336 members 
Mstep: Class 17 contains 99325 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 12083 members 
Mstep: Class 20 contains 13580 members 
Mstep: Class 21 contains 14846 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 22697 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 6916 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24982 members 
Mstep: Class 32 contains 4966 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 29115 members 
Mstep: Class 35 contains 34044 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 3296 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 1740 members 
Mstep: Class 41 contains 15572 members 
Mstep: Class 42 contains 2291 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952540.000000 Penalty: 148959.000000
Iteration 120F: 46 clusters Score -5.895254e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 25267 members 
Mstep: Class 4 contains 64778 members 
Mstep: Class 5 contains 23894 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 14317 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 16398 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 40515 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 22332 members 
Mstep: Class 17 contains 99365 members 
Mstep: Class 18 contains 16600 members 
Mstep: Class 19 contains 12056 members 
Mstep: Class 20 contains 13540 members 
Mstep: Class 21 contains 14832 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 22666 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 10810 members 
Mstep: Class 28 contains 7570 members 
Mstep: Class 29 contains 6918 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 24982 members 
Mstep: Class 32 contains 4970 members 
Mstep: Class 33 contains 3250 members 
Mstep: Class 34 contains 29097 members 
Mstep: Class 35 contains 34034 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 3310 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 1760 members 
Mstep: Class 41 contains 15587 members 
Mstep: Class 42 contains 2294 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9639 members 
Mstep: Class 45 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952648.000000 Penalty: 148959.000000
Iteration 121Q: 46 clusters Score -5.895265e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 25263 members 
Mstep: Class 4 contains 64770 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 40466 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 22327 members 
Mstep: Class 17 contains 99403 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 12029 members 
Mstep: Class 20 contains 13497 members 
Mstep: Class 21 contains 14822 members 
Mstep: Class 22 contains 4259 members 
Mstep: Class 23 contains 22627 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 13346 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 7575 members 
Mstep: Class 29 contains 6919 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 24984 members 
Mstep: Class 32 contains 4973 members 
Mstep: Class 33 contains 3248 members 
Mstep: Class 34 contains 29088 members 
Mstep: Class 35 contains 34009 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 3318 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1772 members 
Mstep: Class 41 contains 15596 members 
Mstep: Class 42 contains 2295 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9636 members 
Mstep: Class 45 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952680.000000 Penalty: 148959.000000
Iteration 122Q: 46 clusters Score -5.895268e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 25258 members 
Mstep: Class 4 contains 64767 members 
Mstep: Class 5 contains 23783 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 9299 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9196 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 40452 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 22326 members 
Mstep: Class 17 contains 99447 members 
Mstep: Class 18 contains 16610 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 13454 members 
Mstep: Class 21 contains 14805 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 22592 members 
Mstep: Class 24 contains 2620 members 
Mstep: Class 25 contains 13351 members 
Mstep: Class 26 contains 5787 members 
Mstep: Class 27 contains 10808 members 
Mstep: Class 28 contains 7571 members 
Mstep: Class 29 contains 6924 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 24980 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 29072 members 
Mstep: Class 35 contains 33995 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4326 members 
Mstep: Class 40 contains 1779 members 
Mstep: Class 41 contains 15611 members 
Mstep: Class 42 contains 2298 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952748.000000 Penalty: 148959.000000
Iteration 123Q: 46 clusters Score -5.895275e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 25249 members 
Mstep: Class 4 contains 64762 members 
Mstep: Class 5 contains 23755 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 9305 members 
Mstep: Class 9 contains 16359 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9313 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3200 members 
Mstep: Class 14 contains 40447 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 22325 members 
Mstep: Class 17 contains 99482 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 11969 members 
Mstep: Class 20 contains 13421 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 22556 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 13348 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 10805 members 
Mstep: Class 28 contains 7573 members 
Mstep: Class 29 contains 6927 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 24972 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 29051 members 
Mstep: Class 35 contains 33986 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 3348 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4324 members 
Mstep: Class 40 contains 1784 members 
Mstep: Class 41 contains 15635 members 
Mstep: Class 42 contains 2298 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952600.000000 Penalty: 148959.000000
Iteration 124Q: 46 clusters Score -5.89526e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2274 members 
Mstep: Class 3 contains 25245 members 
Mstep: Class 4 contains 64760 members 
Mstep: Class 5 contains 23718 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 14274 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 16336 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 40439 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 22322 members 
Mstep: Class 17 contains 99516 members 
Mstep: Class 18 contains 16606 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 20 contains 13374 members 
Mstep: Class 21 contains 14763 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 22524 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 13352 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 10803 members 
Mstep: Class 28 contains 7572 members 
Mstep: Class 29 contains 6928 members 
Mstep: Class 30 contains 5602 members 
Mstep: Class 31 contains 24966 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 3243 members 
Mstep: Class 34 contains 29031 members 
Mstep: Class 35 contains 33973 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 3367 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4323 members 
Mstep: Class 40 contains 1786 members 
Mstep: Class 41 contains 15643 members 
Mstep: Class 42 contains 2296 members 
Mstep: Class 43 contains 2222 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952728.000000 Penalty: 148959.000000
Iteration 125Q: 46 clusters Score -5.895273e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 25245 members 
Mstep: Class 4 contains 64754 members 
Mstep: Class 5 contains 23677 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 16316 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9604 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 40432 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22319 members 
Mstep: Class 17 contains 99540 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 11903 members 
Mstep: Class 20 contains 13332 members 
Mstep: Class 21 contains 14749 members 
Mstep: Class 22 contains 4300 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 10799 members 
Mstep: Class 28 contains 7568 members 
Mstep: Class 29 contains 6928 members 
Mstep: Class 30 contains 5601 members 
Mstep: Class 31 contains 24962 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 29021 members 
Mstep: Class 35 contains 33952 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 3396 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4324 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 15646 members 
Mstep: Class 42 contains 2296 members 
Mstep: Class 43 contains 2221 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952768.000000 Penalty: 148959.000000
Iteration 126Q: 46 clusters Score -5.895277e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 25246 members 
Mstep: Class 4 contains 64745 members 
Mstep: Class 5 contains 23629 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 9353 members 
Mstep: Class 9 contains 16297 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 40431 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22312 members 
Mstep: Class 17 contains 99587 members 
Mstep: Class 18 contains 16600 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 13285 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4312 members 
Mstep: Class 23 contains 22469 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 7567 members 
Mstep: Class 29 contains 6929 members 
Mstep: Class 30 contains 5599 members 
Mstep: Class 31 contains 24965 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 29003 members 
Mstep: Class 35 contains 33938 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4325 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 15640 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2220 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 5888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952956.000000 Penalty: 148959.000000
Iteration 127Q: 46 clusters Score -5.895296e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25243 members 
Mstep: Class 4 contains 64735 members 
Mstep: Class 5 contains 23592 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 9368 members 
Mstep: Class 9 contains 16269 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9857 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22307 members 
Mstep: Class 17 contains 99604 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 11842 members 
Mstep: Class 20 contains 13248 members 
Mstep: Class 21 contains 14721 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 22451 members 
Mstep: Class 24 contains 2633 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 6932 members 
Mstep: Class 30 contains 5600 members 
Mstep: Class 31 contains 24963 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 28985 members 
Mstep: Class 35 contains 33917 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3477 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4325 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 15632 members 
Mstep: Class 42 contains 2299 members 
Mstep: Class 43 contains 2220 members 
Mstep: Class 44 contains 9636 members 
Mstep: Class 45 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953020.000000 Penalty: 148959.000000
Iteration 128Q: 46 clusters Score -5.895302e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 25245 members 
Mstep: Class 4 contains 64717 members 
Mstep: Class 5 contains 23558 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 9381 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 9974 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 40429 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22302 members 
Mstep: Class 17 contains 99643 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 20 contains 13212 members 
Mstep: Class 21 contains 14717 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 22430 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 7559 members 
Mstep: Class 29 contains 6933 members 
Mstep: Class 30 contains 5600 members 
Mstep: Class 31 contains 24959 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 28969 members 
Mstep: Class 35 contains 33899 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3522 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4325 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 15633 members 
Mstep: Class 42 contains 2298 members 
Mstep: Class 43 contains 2220 members 
Mstep: Class 44 contains 9636 members 
Mstep: Class 45 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953016.000000 Penalty: 148959.000000
Iteration 129Q: 46 clusters Score -5.895302e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 25245 members 
Mstep: Class 4 contains 64712 members 
Mstep: Class 5 contains 23521 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 16220 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22297 members 
Mstep: Class 17 contains 99679 members 
Mstep: Class 18 contains 16604 members 
Mstep: Class 19 contains 11771 members 
Mstep: Class 20 contains 13176 members 
Mstep: Class 21 contains 14708 members 
Mstep: Class 22 contains 4335 members 
Mstep: Class 23 contains 22399 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 13320 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 10794 members 
Mstep: Class 28 contains 7551 members 
Mstep: Class 29 contains 6933 members 
Mstep: Class 30 contains 5602 members 
Mstep: Class 31 contains 24963 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 28954 members 
Mstep: Class 35 contains 33881 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3542 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4325 members 
Mstep: Class 40 contains 1794 members 
Mstep: Class 41 contains 15621 members 
Mstep: Class 42 contains 2296 members 
Mstep: Class 43 contains 2220 members 
Mstep: Class 44 contains 9636 members 
Mstep: Class 45 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953104.000000 Penalty: 148959.000000
Iteration 130Q: 46 clusters Score -5.89531e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 64697 members 
Mstep: Class 5 contains 23484 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 9403 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10239 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22298 members 
Mstep: Class 17 contains 99702 members 
Mstep: Class 18 contains 16606 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 14705 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 22381 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 10794 members 
Mstep: Class 28 contains 7547 members 
Mstep: Class 29 contains 6935 members 
Mstep: Class 30 contains 5603 members 
Mstep: Class 31 contains 24962 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 28931 members 
Mstep: Class 35 contains 33868 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4326 members 
Mstep: Class 40 contains 1794 members 
Mstep: Class 41 contains 15596 members 
Mstep: Class 42 contains 2295 members 
Mstep: Class 43 contains 2220 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 5900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952908.000000 Penalty: 148959.000000
Iteration 131Q: 46 clusters Score -5.895291e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 25242 members 
Mstep: Class 4 contains 64679 members 
Mstep: Class 5 contains 23447 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 9418 members 
Mstep: Class 9 contains 16180 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10359 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 40423 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22296 members 
Mstep: Class 17 contains 99743 members 
Mstep: Class 18 contains 16618 members 
Mstep: Class 19 contains 11705 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 14699 members 
Mstep: Class 22 contains 4369 members 
Mstep: Class 23 contains 22355 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 10792 members 
Mstep: Class 28 contains 7546 members 
Mstep: Class 29 contains 6938 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 24960 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 3240 members 
Mstep: Class 34 contains 28911 members 
Mstep: Class 35 contains 33859 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3575 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4326 members 
Mstep: Class 40 contains 1795 members 
Mstep: Class 41 contains 15560 members 
Mstep: Class 42 contains 2298 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 5903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953004.000000 Penalty: 148959.000000
Iteration 132Q: 46 clusters Score -5.8953e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64665 members 
Mstep: Class 5 contains 23411 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 16151 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10481 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 40439 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22296 members 
Mstep: Class 17 contains 99758 members 
Mstep: Class 18 contains 16628 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 13071 members 
Mstep: Class 21 contains 14686 members 
Mstep: Class 22 contains 4381 members 
Mstep: Class 23 contains 22348 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 10791 members 
Mstep: Class 28 contains 7544 members 
Mstep: Class 29 contains 6941 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24963 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 3240 members 
Mstep: Class 34 contains 28895 members 
Mstep: Class 35 contains 33840 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 3585 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4326 members 
Mstep: Class 40 contains 1795 members 
Mstep: Class 41 contains 15533 members 
Mstep: Class 42 contains 2301 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 9639 members 
Mstep: Class 45 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953036.000000 Penalty: 148959.000000
Iteration 133Q: 46 clusters Score -5.895304e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 25242 members 
Mstep: Class 4 contains 64643 members 
Mstep: Class 5 contains 23378 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 16134 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10597 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 40420 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22289 members 
Mstep: Class 17 contains 99779 members 
Mstep: Class 18 contains 16639 members 
Mstep: Class 19 contains 11631 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 14679 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 22335 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 13362 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 10793 members 
Mstep: Class 28 contains 7542 members 
Mstep: Class 29 contains 6943 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24964 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 3239 members 
Mstep: Class 34 contains 28883 members 
Mstep: Class 35 contains 33829 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3594 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4327 members 
Mstep: Class 40 contains 1795 members 
Mstep: Class 41 contains 15512 members 
Mstep: Class 42 contains 2299 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952936.000000 Penalty: 148959.000000
Iteration 134Q: 46 clusters Score -5.895294e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 25243 members 
Mstep: Class 4 contains 64619 members 
Mstep: Class 5 contains 23347 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 9477 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 40402 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 22291 members 
Mstep: Class 17 contains 99801 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 13026 members 
Mstep: Class 21 contains 14671 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 22323 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 10791 members 
Mstep: Class 28 contains 7536 members 
Mstep: Class 29 contains 6943 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24963 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 3239 members 
Mstep: Class 34 contains 28876 members 
Mstep: Class 35 contains 33814 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3598 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1796 members 
Mstep: Class 41 contains 15490 members 
Mstep: Class 42 contains 2298 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953164.000000 Penalty: 148959.000000
Iteration 135Q: 46 clusters Score -5.895316e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 25239 members 
Mstep: Class 4 contains 64610 members 
Mstep: Class 5 contains 23327 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 9477 members 
Mstep: Class 9 contains 16098 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 40396 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22291 members 
Mstep: Class 17 contains 99821 members 
Mstep: Class 18 contains 16650 members 
Mstep: Class 19 contains 11544 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 14664 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 22316 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 13387 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 10790 members 
Mstep: Class 28 contains 7530 members 
Mstep: Class 29 contains 6945 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 24959 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28867 members 
Mstep: Class 35 contains 33802 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3609 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1797 members 
Mstep: Class 41 contains 15481 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9639 members 
Mstep: Class 45 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953472.000000 Penalty: 148959.000000
Iteration 136Q: 46 clusters Score -5.895347e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64601 members 
Mstep: Class 5 contains 23305 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 14218 members 
Mstep: Class 8 contains 9483 members 
Mstep: Class 9 contains 16078 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 10927 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 40389 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 99843 members 
Mstep: Class 18 contains 16651 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 14653 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 22303 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 5782 members 
Mstep: Class 27 contains 10789 members 
Mstep: Class 28 contains 7532 members 
Mstep: Class 29 contains 6946 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 24958 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 33791 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 3633 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 1798 members 
Mstep: Class 41 contains 15463 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953428.000000 Penalty: 148959.000000
Iteration 137Q: 46 clusters Score -5.895343e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 25237 members 
Mstep: Class 4 contains 64588 members 
Mstep: Class 5 contains 23283 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 14212 members 
Mstep: Class 8 contains 9491 members 
Mstep: Class 9 contains 16060 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11033 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 40382 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 99851 members 
Mstep: Class 18 contains 16653 members 
Mstep: Class 19 contains 11459 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 14650 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 22297 members 
Mstep: Class 24 contains 2644 members 
Mstep: Class 25 contains 13386 members 
Mstep: Class 26 contains 5787 members 
Mstep: Class 27 contains 10788 members 
Mstep: Class 28 contains 7535 members 
Mstep: Class 29 contains 6946 members 
Mstep: Class 30 contains 5603 members 
Mstep: Class 31 contains 24958 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28840 members 
Mstep: Class 35 contains 33774 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3644 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4331 members 
Mstep: Class 40 contains 1800 members 
Mstep: Class 41 contains 15446 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2217 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953416.000000 Penalty: 148959.000000
Iteration 138Q: 46 clusters Score -5.895342e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 25238 members 
Mstep: Class 4 contains 64568 members 
Mstep: Class 5 contains 23258 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 14204 members 
Mstep: Class 8 contains 9507 members 
Mstep: Class 9 contains 16040 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11147 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3251 members 
Mstep: Class 14 contains 40372 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 99865 members 
Mstep: Class 18 contains 16662 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 14642 members 
Mstep: Class 22 contains 4535 members 
Mstep: Class 23 contains 22290 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 13381 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 7532 members 
Mstep: Class 29 contains 6947 members 
Mstep: Class 30 contains 5603 members 
Mstep: Class 31 contains 24953 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28829 members 
Mstep: Class 35 contains 33761 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3659 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4330 members 
Mstep: Class 40 contains 1800 members 
Mstep: Class 41 contains 15419 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2217 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953596.000000 Penalty: 148959.000000
Iteration 139Q: 46 clusters Score -5.89536e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 25239 members 
Mstep: Class 4 contains 64554 members 
Mstep: Class 5 contains 23230 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 14 contains 40358 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 99880 members 
Mstep: Class 18 contains 16665 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 12947 members 
Mstep: Class 21 contains 14631 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 22281 members 
Mstep: Class 24 contains 2649 members 
Mstep: Class 25 contains 13383 members 
Mstep: Class 26 contains 5794 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 7530 members 
Mstep: Class 29 contains 6955 members 
Mstep: Class 30 contains 5603 members 
Mstep: Class 31 contains 24953 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28828 members 
Mstep: Class 35 contains 33750 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3671 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 15376 members 
Mstep: Class 42 contains 2295 members 
Mstep: Class 43 contains 2217 members 
Mstep: Class 44 contains 9643 members 
Mstep: Class 45 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953680.000000 Penalty: 148959.000000
Iteration 140F: 46 clusters Score -5.895368e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 25237 members 
Mstep: Class 4 contains 64541 members 
Mstep: Class 5 contains 23204 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 14187 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 40345 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 99905 members 
Mstep: Class 18 contains 16661 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 20 contains 12925 members 
Mstep: Class 21 contains 14627 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 22269 members 
Mstep: Class 24 contains 2649 members 
Mstep: Class 25 contains 13366 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 10789 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 5603 members 
Mstep: Class 31 contains 24947 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28818 members 
Mstep: Class 35 contains 33746 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 3681 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1802 members 
Mstep: Class 41 contains 15344 members 
Mstep: Class 42 contains 2295 members 
Mstep: Class 43 contains 2217 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953656.000000 Penalty: 148959.000000
Iteration 141Q: 46 clusters Score -5.895366e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64514 members 
Mstep: Class 5 contains 23179 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 14165 members 
Mstep: Class 8 contains 9549 members 
Mstep: Class 9 contains 15982 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 11478 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 40333 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 99929 members 
Mstep: Class 18 contains 16671 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 14623 members 
Mstep: Class 22 contains 4656 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 13362 members 
Mstep: Class 26 contains 5797 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 24945 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28818 members 
Mstep: Class 35 contains 33740 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1802 members 
Mstep: Class 41 contains 15314 members 
Mstep: Class 42 contains 2295 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953632.000000 Penalty: 148959.000000
Iteration 142Q: 46 clusters Score -5.895363e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64496 members 
Mstep: Class 5 contains 23158 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 14159 members 
Mstep: Class 8 contains 9565 members 
Mstep: Class 9 contains 15968 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40315 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 22283 members 
Mstep: Class 17 contains 99929 members 
Mstep: Class 18 contains 16680 members 
Mstep: Class 19 contains 11325 members 
Mstep: Class 20 contains 12881 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 4698 members 
Mstep: Class 23 contains 22245 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 5801 members 
Mstep: Class 27 contains 10786 members 
Mstep: Class 28 contains 7505 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24943 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28820 members 
Mstep: Class 35 contains 33730 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 1802 members 
Mstep: Class 41 contains 15277 members 
Mstep: Class 42 contains 2291 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953744.000000 Penalty: 148959.000000
Iteration 143Q: 46 clusters Score -5.895374e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64483 members 
Mstep: Class 5 contains 23132 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 14149 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 9 contains 15959 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11717 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 40303 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 22284 members 
Mstep: Class 17 contains 99942 members 
Mstep: Class 18 contains 16687 members 
Mstep: Class 19 contains 11300 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 14627 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 22232 members 
Mstep: Class 24 contains 2646 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 5801 members 
Mstep: Class 27 contains 10784 members 
Mstep: Class 28 contains 7502 members 
Mstep: Class 29 contains 6983 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 24945 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28810 members 
Mstep: Class 35 contains 33718 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4329 members 
Mstep: Class 40 contains 1802 members 
Mstep: Class 41 contains 15251 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2213 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953796.000000 Penalty: 148959.000000
Iteration 144Q: 46 clusters Score -5.89538e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25231 members 
Mstep: Class 4 contains 64465 members 
Mstep: Class 5 contains 23106 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 15948 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11834 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 40295 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22284 members 
Mstep: Class 17 contains 99951 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 12816 members 
Mstep: Class 21 contains 14621 members 
Mstep: Class 22 contains 4794 members 
Mstep: Class 23 contains 22225 members 
Mstep: Class 24 contains 2642 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 5804 members 
Mstep: Class 27 contains 10783 members 
Mstep: Class 28 contains 7504 members 
Mstep: Class 29 contains 6992 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 24948 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28802 members 
Mstep: Class 35 contains 33704 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4331 members 
Mstep: Class 40 contains 1802 members 
Mstep: Class 41 contains 15207 members 
Mstep: Class 42 contains 2289 members 
Mstep: Class 43 contains 2213 members 
Mstep: Class 44 contains 9649 members 
Mstep: Class 45 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953904.000000 Penalty: 148959.000000
Iteration 145Q: 46 clusters Score -5.89539e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25230 members 
Mstep: Class 4 contains 64442 members 
Mstep: Class 5 contains 23078 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 14139 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 15937 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 40292 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22283 members 
Mstep: Class 17 contains 99962 members 
Mstep: Class 18 contains 16692 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 14614 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 22221 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13280 members 
Mstep: Class 26 contains 5808 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7504 members 
Mstep: Class 29 contains 6996 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 24943 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28795 members 
Mstep: Class 35 contains 33692 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4332 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 15160 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2213 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953964.000000 Penalty: 148959.000000
Iteration 146Q: 46 clusters Score -5.895396e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25231 members 
Mstep: Class 4 contains 64419 members 
Mstep: Class 5 contains 23052 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 14137 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 15925 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 12032 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 40292 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22283 members 
Mstep: Class 17 contains 99981 members 
Mstep: Class 18 contains 16696 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 14604 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 22216 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 24942 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28790 members 
Mstep: Class 35 contains 33683 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3715 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4333 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 15119 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9649 members 
Mstep: Class 45 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953992.000000 Penalty: 148959.000000
Iteration 147Q: 46 clusters Score -5.895399e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25231 members 
Mstep: Class 4 contains 64404 members 
Mstep: Class 5 contains 23019 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 15914 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 12106 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 40299 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 99995 members 
Mstep: Class 18 contains 16700 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 14590 members 
Mstep: Class 22 contains 4907 members 
Mstep: Class 23 contains 22209 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 5815 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 7006 members 
Mstep: Class 30 contains 5606 members 
Mstep: Class 31 contains 24940 members 
Mstep: Class 32 contains 5013 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28782 members 
Mstep: Class 35 contains 33675 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4333 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 15074 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953920.000000 Penalty: 148959.000000
Iteration 148Q: 46 clusters Score -5.895392e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25231 members 
Mstep: Class 4 contains 64375 members 
Mstep: Class 5 contains 22983 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 15907 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12192 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 40293 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100014 members 
Mstep: Class 18 contains 16699 members 
Mstep: Class 19 contains 11188 members 
Mstep: Class 20 contains 12745 members 
Mstep: Class 21 contains 14581 members 
Mstep: Class 22 contains 4946 members 
Mstep: Class 23 contains 22195 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 5817 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7504 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24940 members 
Mstep: Class 32 contains 5021 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28785 members 
Mstep: Class 35 contains 33668 members 
Mstep: Class 36 contains 1275 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4332 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 15031 members 
Mstep: Class 42 contains 2291 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953944.000000 Penalty: 148959.000000
Iteration 149Q: 46 clusters Score -5.895394e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64346 members 
Mstep: Class 5 contains 22953 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 14128 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 15887 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12272 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 40288 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100031 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 11177 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 14577 members 
Mstep: Class 22 contains 4990 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13307 members 
Mstep: Class 26 contains 5818 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 7016 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24939 members 
Mstep: Class 32 contains 5031 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28790 members 
Mstep: Class 35 contains 33663 members 
Mstep: Class 36 contains 1275 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4333 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 14990 members 
Mstep: Class 42 contains 2292 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953920.000000 Penalty: 148959.000000
Iteration 150Q: 46 clusters Score -5.895392e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 25230 members 
Mstep: Class 4 contains 64339 members 
Mstep: Class 5 contains 22919 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 15869 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12326 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 40285 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100056 members 
Mstep: Class 18 contains 16692 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 12719 members 
Mstep: Class 21 contains 14567 members 
Mstep: Class 22 contains 5034 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 5820 members 
Mstep: Class 27 contains 10784 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 7017 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24936 members 
Mstep: Class 32 contains 5041 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28793 members 
Mstep: Class 35 contains 33658 members 
Mstep: Class 36 contains 1275 members 
Mstep: Class 37 contains 3741 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4333 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 14942 members 
Mstep: Class 42 contains 2293 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58953920.000000 Penalty: 148959.000000
Iteration 151Q: 46 clusters Score -5.895392e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 25230 members 
Mstep: Class 4 contains 64341 members 
Mstep: Class 5 contains 22892 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 15848 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12379 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 40275 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 100080 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 12712 members 
Mstep: Class 21 contains 14560 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 22147 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 5821 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7500 members 
Mstep: Class 29 contains 7020 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24933 members 
Mstep: Class 32 contains 5044 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 28791 members 
Mstep: Class 35 contains 33654 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 3750 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4335 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 14932 members 
Mstep: Class 42 contains 2294 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954048.000000 Penalty: 148959.000000
Iteration 152Q: 46 clusters Score -5.895405e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 25229 members 
Mstep: Class 4 contains 64330 members 
Mstep: Class 5 contains 22862 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 14128 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12429 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 40268 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 100107 members 
Mstep: Class 18 contains 16697 members 
Mstep: Class 19 contains 11137 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 5074 members 
Mstep: Class 23 contains 22120 members 
Mstep: Class 24 contains 2642 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7501 members 
Mstep: Class 29 contains 7021 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 24933 members 
Mstep: Class 32 contains 5048 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 28786 members 
Mstep: Class 35 contains 33651 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 3756 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4336 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 14927 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9650 members 
Mstep: Class 45 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954172.000000 Penalty: 148959.000000
Iteration 153Q: 46 clusters Score -5.895417e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 25229 members 
Mstep: Class 4 contains 64315 members 
Mstep: Class 5 contains 22834 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 15814 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 40260 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100138 members 
Mstep: Class 18 contains 16696 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 14542 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 22098 members 
Mstep: Class 24 contains 2644 members 
Mstep: Class 25 contains 13300 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 7028 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 24933 members 
Mstep: Class 32 contains 5053 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 28780 members 
Mstep: Class 35 contains 33649 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4337 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 14923 members 
Mstep: Class 42 contains 2297 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 9649 members 
Mstep: Class 45 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954248.000000 Penalty: 148959.000000
Iteration 154Q: 46 clusters Score -5.895425e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 25231 members 
Mstep: Class 4 contains 64303 members 
Mstep: Class 5 contains 22815 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 15806 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12526 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3239 members 
Mstep: Class 14 contains 40240 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100157 members 
Mstep: Class 18 contains 16692 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 12698 members 
Mstep: Class 21 contains 14535 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 22077 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7502 members 
Mstep: Class 29 contains 7033 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 24932 members 
Mstep: Class 32 contains 5057 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 28778 members 
Mstep: Class 35 contains 33647 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3756 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4338 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 14924 members 
Mstep: Class 42 contains 2294 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954372.000000 Penalty: 148959.000000
Iteration 155Q: 46 clusters Score -5.895437e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64292 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 9804 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 40232 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100179 members 
Mstep: Class 18 contains 16685 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 14528 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 22059 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7504 members 
Mstep: Class 29 contains 7039 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24932 members 
Mstep: Class 32 contains 5063 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28779 members 
Mstep: Class 35 contains 33642 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3749 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4339 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 14915 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954412.000000 Penalty: 148959.000000
Iteration 156Q: 46 clusters Score -5.895441e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64283 members 
Mstep: Class 5 contains 22758 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14115 members 
Mstep: Class 8 contains 9816 members 
Mstep: Class 9 contains 15789 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12613 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 40218 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 22288 members 
Mstep: Class 17 contains 100201 members 
Mstep: Class 18 contains 16683 members 
Mstep: Class 19 contains 11076 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 14522 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 22041 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 5834 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7502 members 
Mstep: Class 29 contains 7042 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24929 members 
Mstep: Class 32 contains 5067 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28779 members 
Mstep: Class 35 contains 33637 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4339 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 14905 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2218 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954376.000000 Penalty: 148959.000000
Iteration 157Q: 46 clusters Score -5.895438e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64287 members 
Mstep: Class 5 contains 22736 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 9835 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12655 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 40204 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100224 members 
Mstep: Class 18 contains 16679 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 12687 members 
Mstep: Class 21 contains 14514 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 22017 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13307 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7507 members 
Mstep: Class 29 contains 7049 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24925 members 
Mstep: Class 32 contains 5070 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28779 members 
Mstep: Class 35 contains 33633 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4340 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14892 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2217 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954408.000000 Penalty: 148959.000000
Iteration 158Q: 46 clusters Score -5.895441e+07 nChanged 336
Entering ConstructFrom: 
Score: -58954408.000000 Penalty: 148959.000000
Entering ConstructFrom: 
Trying to split cluster 1 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -657539.000000 Penalty: 2208.449219
	Iteration 0F: 2 clusters Score -657539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -651542.375000 Penalty: 4416.898438
	Iteration 0F: 3 clusters Score -651542.4 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -653616.750000 Penalty: 4416.898438
	Iteration 1F: 3 clusters Score -653616.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -654468.125000 Penalty: 4416.898438
	Iteration 2F: 3 clusters Score -654468.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -655368.375000 Penalty: 4416.898438
	Iteration 3F: 3 clusters Score -655368.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -656131.562500 Penalty: 4416.898438
	Iteration 4F: 3 clusters Score -656131.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -656630.875000 Penalty: 4416.898438
	Iteration 5F: 3 clusters Score -656630.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -656915.812500 Penalty: 4416.898438
	Iteration 6Q: 3 clusters Score -656915.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -657061.750000 Penalty: 4416.898438
	Iteration 7Q: 3 clusters Score -657061.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -657126.000000 Penalty: 4416.898438
	Iteration 8Q: 3 clusters Score -657126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -657157.875000 Penalty: 4416.898438
	Iteration 9Q: 3 clusters Score -657157.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -657180.375000 Penalty: 4416.898438
	Iteration 10Q: 3 clusters Score -657180.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -657191.312500 Penalty: 4416.898438
	Iteration 11Q: 3 clusters Score -657191.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -657197.187500 Penalty: 4416.898438
	Iteration 12Q: 3 clusters Score -657197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -657201.312500 Penalty: 4416.898438
	Iteration 13Q: 3 clusters Score -657201.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -657205.875000 Penalty: 4416.898438
	Iteration 14Q: 3 clusters Score -657205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -657204.812500 Penalty: 4416.898438
	Iteration 15Q: 3 clusters Score -657204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -657208.375000 Penalty: 4416.898438
	Iteration 16Q: 3 clusters Score -657208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -657210.000000 Penalty: 4416.898438
	Iteration 17Q: 3 clusters Score -657210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -657211.500000 Penalty: 4416.898438
	Iteration 18Q: 3 clusters Score -657211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -657209.312500 Penalty: 4416.898438
	Iteration 19Q: 3 clusters Score -657209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -657211.562500 Penalty: 4416.898438
	Iteration 20F: 3 clusters Score -657211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -657212.250000 Penalty: 4416.898438
	Iteration 21Q: 3 clusters Score -657212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -657211.875000 Penalty: 4416.898438
	Iteration 22Q: 3 clusters Score -657211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -657212.187500 Penalty: 4416.898438
	Iteration 23Q: 3 clusters Score -657212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -657212.250000 Penalty: 4416.898438
	Iteration 24Q: 3 clusters Score -657212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -657212.562500 Penalty: 4416.898438
	Iteration 25Q: 3 clusters Score -657212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -657212.562500 Penalty: 4416.898438
	Iteration 26F: 3 clusters Score -657212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -192613.531250 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -192613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -189869.468750 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -189869.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -190528.203125 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -190528.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -190836.859375 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -190836.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -191068.687500 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -191068.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -191229.171875 Penalty: 3836.558105
	Iteration 4F: 3 clusters Score -191229.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -191347.046875 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -191347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -191438.578125 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -191438.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -191489.812500 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -191489.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -191528.453125 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -191528.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -191546.781250 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -191546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -191564.125000 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -191564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -191584.250000 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -191584.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -191593.421875 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -191593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -191600.546875 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -191600.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -191606.359375 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -191606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -191610.718750 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -191610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -191613.343750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -191613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -191614.609375 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -191614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -191617.031250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -191617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -191617.484375 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -191617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -191618.500000 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -191618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -191618.921875 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -191618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -191619.515625 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -191619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -191619.515625 Penalty: 3836.558105
	Iteration 23F: 3 clusters Score -191619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Entering Unmasked Estep 
Score: -2590598.250000 Penalty: 2513.773926
	Iteration 0F: 2 clusters Score -2590598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2573342.500000 Penalty: 5027.547852
	Iteration 0F: 3 clusters Score -2573342 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2579221.750000 Penalty: 5027.547852
	Iteration 1F: 3 clusters Score -2579222 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2579662.500000 Penalty: 5027.547852
	Iteration 2Q: 3 clusters Score -2579662 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2580036.000000 Penalty: 5027.547852
	Iteration 3Q: 3 clusters Score -2580036 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2580514.250000 Penalty: 5027.547852
	Iteration 4Q: 3 clusters Score -2580514 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2581121.250000 Penalty: 5027.547852
	Iteration 5Q: 3 clusters Score -2581121 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2582043.750000 Penalty: 5027.547852
	Iteration 6F: 3 clusters Score -2582044 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2583390.000000 Penalty: 5027.547852
	Iteration 7F: 3 clusters Score -2583390 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2584894.000000 Penalty: 5027.547852
	Iteration 8F: 3 clusters Score -2584894 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2586197.500000 Penalty: 5027.547852
	Iteration 9F: 3 clusters Score -2586198 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2587010.500000 Penalty: 5027.547852
	Iteration 10Q: 3 clusters Score -2587010 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2587441.250000 Penalty: 5027.547852
	Iteration 11Q: 3 clusters Score -2587441 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2587726.500000 Penalty: 5027.547852
	Iteration 12Q: 3 clusters Score -2587726 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2587909.500000 Penalty: 5027.547852
	Iteration 13Q: 3 clusters Score -2587910 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2588026.500000 Penalty: 5027.547852
	Iteration 14Q: 3 clusters Score -2588026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2588127.250000 Penalty: 5027.547852
	Iteration 15Q: 3 clusters Score -2588127 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2588196.250000 Penalty: 5027.547852
	Iteration 16Q: 3 clusters Score -2588196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2588256.500000 Penalty: 5027.547852
	Iteration 17Q: 3 clusters Score -2588256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2588308.250000 Penalty: 5027.547852
	Iteration 18Q: 3 clusters Score -2588308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2588340.000000 Penalty: 5027.547852
	Iteration 19Q: 3 clusters Score -2588340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2588362.750000 Penalty: 5027.547852
	Iteration 20F: 3 clusters Score -2588363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2588384.500000 Penalty: 5027.547852
	Iteration 21Q: 3 clusters Score -2588384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2588392.250000 Penalty: 5027.547852
	Iteration 22Q: 3 clusters Score -2588392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2588402.750000 Penalty: 5027.547852
	Iteration 23Q: 3 clusters Score -2588403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2588412.750000 Penalty: 5027.547852
	Iteration 24Q: 3 clusters Score -2588413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2588420.750000 Penalty: 5027.547852
	Iteration 25Q: 3 clusters Score -2588421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2588421.750000 Penalty: 5027.547852
	Iteration 26Q: 3 clusters Score -2588422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2588430.500000 Penalty: 5027.547852
	Iteration 27Q: 3 clusters Score -2588430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2588426.750000 Penalty: 5027.547852
	Iteration 28Q: 3 clusters Score -2588427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2588429.000000 Penalty: 5027.547852
	Iteration 29Q: 3 clusters Score -2588429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2588430.750000 Penalty: 5027.547852
	Iteration 30Q: 3 clusters Score -2588431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2588435.750000 Penalty: 5027.547852
	Iteration 31Q: 3 clusters Score -2588436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2588433.500000 Penalty: 5027.547852
	Iteration 32Q: 3 clusters Score -2588434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2588433.500000 Penalty: 5027.547852
	Iteration 33F: 3 clusters Score -2588434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Entering Unmasked Estep 
Score: -6454879.000000 Penalty: 2745.612793
	Iteration 0F: 2 clusters Score -6454879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6411711.500000 Penalty: 5491.225586
	Iteration 0F: 3 clusters Score -6411712 nChanged 29924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -6428369.500000 Penalty: 5491.225586
	Iteration 1F: 3 clusters Score -6428370 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -6429134.500000 Penalty: 5491.225586
	Iteration 2Q: 3 clusters Score -6429134 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6430078.000000 Penalty: 5491.225586
	Iteration 3Q: 3 clusters Score -6430078 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -6431460.500000 Penalty: 5491.225586
	Iteration 4Q: 3 clusters Score -6431460 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6433192.500000 Penalty: 5491.225586
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Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6443220 nChanged 2327
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Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6444138 nChanged 1915
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Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6445714 nChanged 1617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6447363 nChanged 1004
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6447804 nChanged 655
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Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6448032 nChanged 400
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Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6448080 nChanged 331
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Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6448152 nChanged 301
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Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6448188 nChanged 334
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Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6448233 nChanged 324
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Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6448246 nChanged 300
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Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6448300 nChanged 305
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Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6448351 nChanged 281
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Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 18473 members 
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	Iteration 29Q: 3 clusters Score -6448374 nChanged 264
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Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 18215 members 
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	Iteration 30Q: 3 clusters Score -6448426 nChanged 266
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Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6448456 nChanged 252
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Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 17701 members 
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Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 17443 members 
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	Iteration 33Q: 3 clusters Score -6448482 nChanged 269
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Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 17174 members 
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	Iteration 34Q: 3 clusters Score -6448502 nChanged 284
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Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 16890 members 
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Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 16580 members 
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Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6448640 nChanged 335
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Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 15923 members 
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Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 15580 members 
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Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 15232 members 
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	Iteration 40F: 3 clusters Score -6448793 nChanged 329
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Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 14907 members 
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Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 14589 members 
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Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 14261 members 
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	Iteration 43Q: 3 clusters Score -6448981 nChanged 317
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Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 13952 members 
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Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 13353 members 
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	Iteration 46Q: 3 clusters Score -6449132 nChanged 265
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Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 13088 members 
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Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 12820 members 
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	Iteration 48Q: 3 clusters Score -6449184 nChanged 290
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Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 12534 members 
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	Iteration 49Q: 3 clusters Score -6449214 nChanged 288
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Mstep: Class 1 contains 52035 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6449256 nChanged 309
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Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 11947 members 
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	Iteration 51Q: 3 clusters Score -6449306 nChanged 307
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Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 11646 members 
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	Iteration 52Q: 3 clusters Score -6449366 nChanged 293
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Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 11357 members 
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	Iteration 53Q: 3 clusters Score -6449398 nChanged 311
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Mstep: Class 1 contains 53233 members 
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Mstep: Class 1 contains 53531 members 
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	Iteration 55Q: 3 clusters Score -6449510 nChanged 333
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Mstep: Class 1 contains 53846 members 
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Mstep: Class 1 contains 54186 members 
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Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 9765 members 
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Mstep: Class 1 contains 54857 members 
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Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 9086 members 
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	Iteration 60F: 3 clusters Score -6449863 nChanged 321
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Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 8769 members 
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Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 8451 members 
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Mstep: Class 1 contains 56164 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6450032 nChanged 284
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Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 7833 members 
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Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 7542 members 
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	Iteration 65Q: 3 clusters Score -6450180 nChanged 283
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Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 7263 members 
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	Iteration 66Q: 3 clusters Score -6450242 nChanged 293
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Mstep: Class 1 contains 57309 members 
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	Iteration 67Q: 3 clusters Score -6450316 nChanged 275
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Mstep: Class 1 contains 57578 members 
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	Iteration 68Q: 3 clusters Score -6450370 nChanged 294
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Mstep: Class 1 contains 57864 members 
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	Iteration 69Q: 3 clusters Score -6450450 nChanged 273
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Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 6144 members 
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Mstep: Class 1 contains 58424 members 
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Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 5583 members 
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	Iteration 72Q: 3 clusters Score -6450648 nChanged 276
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Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 5319 members 
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Mstep: Class 1 contains 59227 members 
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Mstep: Class 1 contains 59475 members 
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Mstep: Class 1 contains 59986 members 
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Mstep: Class 1 contains 60232 members 
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Mstep: Class 1 contains 60723 members 
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	Iteration 80F: 3 clusters Score -6451320 nChanged 250
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Mstep: Class 1 contains 60969 members 
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	Iteration 81Q: 3 clusters Score -6451414 nChanged 236
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Mstep: Class 1 contains 61409 members 
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Mstep: Class 1 contains 61756 members 
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Mstep: Class 1 contains 61901 members 
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	Iteration 87Q: 3 clusters Score -6451822 nChanged 149
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Mstep: Class 1 contains 62201 members 
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Mstep: Class 2 contains 1955 members 
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	Iteration 89Q: 3 clusters Score -6451922 nChanged 117
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Mstep: Class 1 contains 62435 members 
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Mstep: Class 1 contains 62706 members 
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Mstep: Class 1 contains 62793 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6452144 nChanged 92
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Mstep: Class 1 contains 62879 members 
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	Iteration 95Q: 3 clusters Score -6452168 nChanged 80
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Mstep: Class 1 contains 62959 members 
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Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6452250.000000 Penalty: 5491.225586
	Iteration 98Q: 3 clusters Score -6452250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6452283.500000 Penalty: 5491.225586
	Iteration 99Q: 3 clusters Score -6452284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6452307.500000 Penalty: 5491.225586
	Iteration 100F: 3 clusters Score -6452308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6452333.500000 Penalty: 5491.225586
	Iteration 101Q: 3 clusters Score -6452334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6452360.000000 Penalty: 5491.225586
	Iteration 102Q: 3 clusters Score -6452360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6452382.500000 Penalty: 5491.225586
	Iteration 103Q: 3 clusters Score -6452382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6452398.500000 Penalty: 5491.225586
	Iteration 104Q: 3 clusters Score -6452398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6452407.000000 Penalty: 5491.225586
	Iteration 105Q: 3 clusters Score -6452407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6452413.500000 Penalty: 5491.225586
	Iteration 106Q: 3 clusters Score -6452414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6452427.500000 Penalty: 5491.225586
	Iteration 107Q: 3 clusters Score -6452428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6452435.000000 Penalty: 5491.225586
	Iteration 108Q: 3 clusters Score -6452435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6452434.500000 Penalty: 5491.225586
	Iteration 109Q: 3 clusters Score -6452434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6452437.500000 Penalty: 5491.225586
	Iteration 110Q: 3 clusters Score -6452438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6452445.000000 Penalty: 5491.225586
	Iteration 111Q: 3 clusters Score -6452445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6452447.000000 Penalty: 5491.225586
	Iteration 112Q: 3 clusters Score -6452447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6452448.500000 Penalty: 5491.225586
	Iteration 113Q: 3 clusters Score -6452448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6452461.500000 Penalty: 5491.225586
	Iteration 114Q: 3 clusters Score -6452462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6452456.000000 Penalty: 5491.225586
	Iteration 115Q: 3 clusters Score -6452456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6452452.500000 Penalty: 5491.225586
	Iteration 116Q: 3 clusters Score -6452452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6452459.500000 Penalty: 5491.225586
	Iteration 117Q: 3 clusters Score -6452460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6452466.000000 Penalty: 5491.225586
	Iteration 118Q: 3 clusters Score -6452466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6452467.500000 Penalty: 5491.225586
	Iteration 119Q: 3 clusters Score -6452468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6452465.000000 Penalty: 5491.225586
	Iteration 120F: 3 clusters Score -6452465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6452467.500000 Penalty: 5491.225586
	Iteration 121Q: 3 clusters Score -6452468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6452463.500000 Penalty: 5491.225586
	Iteration 122Q: 3 clusters Score -6452464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6452463.500000 Penalty: 5491.225586
	Iteration 123Q: 3 clusters Score -6452464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6452465.500000 Penalty: 5491.225586
	Iteration 124Q: 3 clusters Score -6452466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6452469.000000 Penalty: 5491.225586
	Iteration 125Q: 3 clusters Score -6452469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6452471.500000 Penalty: 5491.225586
	Iteration 126Q: 3 clusters Score -6452472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6452467.500000 Penalty: 5491.225586
	Iteration 127Q: 3 clusters Score -6452468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6452467.000000 Penalty: 5491.225586
	Iteration 128Q: 3 clusters Score -6452467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6452468.500000 Penalty: 5491.225586
	Iteration 129Q: 3 clusters Score -6452468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6452467.500000 Penalty: 5491.225586
	Iteration 130Q: 3 clusters Score -6452468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6452471.000000 Penalty: 5491.225586
	Iteration 131Q: 3 clusters Score -6452471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6452471.000000 Penalty: 5491.225586
	Iteration 132Q: 3 clusters Score -6452471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6452473.000000 Penalty: 5491.225586
	Iteration 133Q: 3 clusters Score -6452473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6452477.000000 Penalty: 5491.225586
	Iteration 134Q: 3 clusters Score -6452477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6452477.000000 Penalty: 5491.225586
	Iteration 135F: 3 clusters Score -6452477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Entering Unmasked Estep 
Score: -2255346.500000 Penalty: 2487.513428
	Iteration 0F: 2 clusters Score -2255346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2239499.000000 Penalty: 4975.026855
	Iteration 0F: 3 clusters Score -2239499 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2244932.750000 Penalty: 4975.026855
	Iteration 1F: 3 clusters Score -2244933 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2245511.500000 Penalty: 4975.026855
	Iteration 2F: 3 clusters Score -2245512 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2246118.000000 Penalty: 4975.026855
	Iteration 3F: 3 clusters Score -2246118 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2246792.750000 Penalty: 4975.026855
	Iteration 4F: 3 clusters Score -2246793 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2247512.500000 Penalty: 4975.026855
	Iteration 5F: 3 clusters Score -2247512 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2248220.750000 Penalty: 4975.026855
	Iteration 6F: 3 clusters Score -2248221 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2248962.000000 Penalty: 4975.026855
	Iteration 7F: 3 clusters Score -2248962 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2249622.250000 Penalty: 4975.026855
	Iteration 8Q: 3 clusters Score -2249622 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2250320.000000 Penalty: 4975.026855
	Iteration 9Q: 3 clusters Score -2250320 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2250968.750000 Penalty: 4975.026855
	Iteration 10Q: 3 clusters Score -2250969 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2251504.750000 Penalty: 4975.026855
	Iteration 11Q: 3 clusters Score -2251505 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2251979.750000 Penalty: 4975.026855
	Iteration 12Q: 3 clusters Score -2251980 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2252344.750000 Penalty: 4975.026855
	Iteration 13Q: 3 clusters Score -2252345 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2252631.500000 Penalty: 4975.026855
	Iteration 14Q: 3 clusters Score -2252632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2252803.500000 Penalty: 4975.026855
	Iteration 15Q: 3 clusters Score -2252804 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2252891.500000 Penalty: 4975.026855
	Iteration 16Q: 3 clusters Score -2252892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2252972.250000 Penalty: 4975.026855
	Iteration 17Q: 3 clusters Score -2252972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2253038.500000 Penalty: 4975.026855
	Iteration 18Q: 3 clusters Score -2253038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2253064.000000 Penalty: 4975.026855
	Iteration 19Q: 3 clusters Score -2253064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2253091.750000 Penalty: 4975.026855
	Iteration 20F: 3 clusters Score -2253092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2253117.250000 Penalty: 4975.026855
	Iteration 21Q: 3 clusters Score -2253117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2253137.500000 Penalty: 4975.026855
	Iteration 22Q: 3 clusters Score -2253138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2253153.000000 Penalty: 4975.026855
	Iteration 23Q: 3 clusters Score -2253153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2253167.250000 Penalty: 4975.026855
	Iteration 24Q: 3 clusters Score -2253167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2253173.750000 Penalty: 4975.026855
	Iteration 25Q: 3 clusters Score -2253174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2253180.500000 Penalty: 4975.026855
	Iteration 26Q: 3 clusters Score -2253180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2253188.000000 Penalty: 4975.026855
	Iteration 27Q: 3 clusters Score -2253188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2253196.000000 Penalty: 4975.026855
	Iteration 28Q: 3 clusters Score -2253196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2253203.500000 Penalty: 4975.026855
	Iteration 29Q: 3 clusters Score -2253204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2253205.250000 Penalty: 4975.026855
	Iteration 30Q: 3 clusters Score -2253205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2253208.750000 Penalty: 4975.026855
	Iteration 31Q: 3 clusters Score -2253209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2253211.500000 Penalty: 4975.026855
	Iteration 32Q: 3 clusters Score -2253212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2253213.500000 Penalty: 4975.026855
	Iteration 33Q: 3 clusters Score -2253214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2253216.250000 Penalty: 4975.026855
	Iteration 34Q: 3 clusters Score -2253216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2253219.000000 Penalty: 4975.026855
	Iteration 35Q: 3 clusters Score -2253219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2253223.500000 Penalty: 4975.026855
	Iteration 36Q: 3 clusters Score -2253224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2253225.500000 Penalty: 4975.026855
	Iteration 37Q: 3 clusters Score -2253226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2253225.500000 Penalty: 4975.026855
	Iteration 38F: 3 clusters Score -2253226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -104358.671875 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -104358.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -102215.179688 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -102215.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -102675.546875 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -102675.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103025.031250 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -103025 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103424.179688 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -103424.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103713.289062 Penalty: 3550.236816
	Iteration 4F: 3 clusters Score -103713.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -103903.218750 Penalty: 3550.236816
	Iteration 5F: 3 clusters Score -103903.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103984.023438 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -103984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104040.875000 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -104040.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104083.585938 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -104083.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104116.414062 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -104116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104137.351562 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -104137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104147.742188 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -104147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104158.625000 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -104158.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -104182.929688 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -104182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -104207.390625 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -104207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -104219.179688 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -104219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104222.046875 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -104222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -104224.179688 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -104224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -104227.195312 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -104227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104231.515625 Penalty: 3550.236816
	Iteration 19Q: 3 clusters Score -104231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104233.992188 Penalty: 3550.236816
	Iteration 20F: 3 clusters Score -104234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -104236.375000 Penalty: 3550.236816
	Iteration 21Q: 3 clusters Score -104236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -104238.632812 Penalty: 3550.236816
	Iteration 22Q: 3 clusters Score -104238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104240.929688 Penalty: 3550.236816
	Iteration 23Q: 3 clusters Score -104240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -104249.054688 Penalty: 3550.236816
	Iteration 24Q: 3 clusters Score -104249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -104252.734375 Penalty: 3550.236816
	Iteration 25Q: 3 clusters Score -104252.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -104252.734375 Penalty: 3550.236816
	Iteration 26F: 3 clusters Score -104252.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Entering Unmasked Estep 
Score: -1328759.500000 Penalty: 2369.480225
	Iteration 0F: 2 clusters Score -1328760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1318428.125000 Penalty: 4738.960449
	Iteration 0F: 3 clusters Score -1318428 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1321727.750000 Penalty: 4738.960449
	Iteration 1F: 3 clusters Score -1321728 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1322150.625000 Penalty: 4738.960449
	Iteration 2F: 3 clusters Score -1322151 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1322611.125000 Penalty: 4738.960449
	Iteration 3F: 3 clusters Score -1322611 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1323156.250000 Penalty: 4738.960449
	Iteration 4F: 3 clusters Score -1323156 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1323759.625000 Penalty: 4738.960449
	Iteration 5F: 3 clusters Score -1323760 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1324422.375000 Penalty: 4738.960449
	Iteration 6F: 3 clusters Score -1324422 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1325000.250000 Penalty: 4738.960449
	Iteration 7F: 3 clusters Score -1325000 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1325413.750000 Penalty: 4738.960449
	Iteration 8Q: 3 clusters Score -1325414 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1325764.625000 Penalty: 4738.960449
	Iteration 9Q: 3 clusters Score -1325765 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1326063.500000 Penalty: 4738.960449
	Iteration 10Q: 3 clusters Score -1326064 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1326253.000000 Penalty: 4738.960449
	Iteration 11Q: 3 clusters Score -1326253 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1326384.750000 Penalty: 4738.960449
	Iteration 12Q: 3 clusters Score -1326385 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1326486.125000 Penalty: 4738.960449
	Iteration 13Q: 3 clusters Score -1326486 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1326576.250000 Penalty: 4738.960449
	Iteration 14Q: 3 clusters Score -1326576 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1326642.750000 Penalty: 4738.960449
	Iteration 15Q: 3 clusters Score -1326643 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1326705.250000 Penalty: 4738.960449
	Iteration 16Q: 3 clusters Score -1326705 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1326763.875000 Penalty: 4738.960449
	Iteration 17Q: 3 clusters Score -1326764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1326819.250000 Penalty: 4738.960449
	Iteration 18Q: 3 clusters Score -1326819 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1326854.125000 Penalty: 4738.960449
	Iteration 19Q: 3 clusters Score -1326854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1326886.000000 Penalty: 4738.960449
	Iteration 20F: 3 clusters Score -1326886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1326914.750000 Penalty: 4738.960449
	Iteration 21Q: 3 clusters Score -1326915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1326945.250000 Penalty: 4738.960449
	Iteration 22Q: 3 clusters Score -1326945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1326958.375000 Penalty: 4738.960449
	Iteration 23Q: 3 clusters Score -1326958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1326970.000000 Penalty: 4738.960449
	Iteration 24Q: 3 clusters Score -1326970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1326973.000000 Penalty: 4738.960449
	Iteration 25Q: 3 clusters Score -1326973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1326984.625000 Penalty: 4738.960449
	Iteration 26Q: 3 clusters Score -1326985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1326992.000000 Penalty: 4738.960449
	Iteration 27Q: 3 clusters Score -1326992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1326992.125000 Penalty: 4738.960449
	Iteration 28Q: 3 clusters Score -1326992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1326995.000000 Penalty: 4738.960449
	Iteration 29Q: 3 clusters Score -1326995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1326999.250000 Penalty: 4738.960449
	Iteration 30Q: 3 clusters Score -1326999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1327000.750000 Penalty: 4738.960449
	Iteration 31Q: 3 clusters Score -1327001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1327002.250000 Penalty: 4738.960449
	Iteration 32Q: 3 clusters Score -1327002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1327002.000000 Penalty: 4738.960449
	Iteration 33Q: 3 clusters Score -1327002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1327007.625000 Penalty: 4738.960449
	Iteration 34Q: 3 clusters Score -1327008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1327008.250000 Penalty: 4738.960449
	Iteration 35Q: 3 clusters Score -1327008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1327008.625000 Penalty: 4738.960449
	Iteration 36Q: 3 clusters Score -1327009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1327005.250000 Penalty: 4738.960449
	Iteration 37Q: 3 clusters Score -1327005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1327007.500000 Penalty: 4738.960449
	Iteration 38Q: 3 clusters Score -1327008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1327011.625000 Penalty: 4738.960449
	Iteration 39Q: 3 clusters Score -1327012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1327014.375000 Penalty: 4738.960449
	Iteration 40F: 3 clusters Score -1327014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1327015.000000 Penalty: 4738.960449
	Iteration 41Q: 3 clusters Score -1327015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1327016.500000 Penalty: 4738.960449
	Iteration 42Q: 3 clusters Score -1327016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1327015.875000 Penalty: 4738.960449
	Iteration 43Q: 3 clusters Score -1327016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1327015.875000 Penalty: 4738.960449
	Iteration 44Q: 3 clusters Score -1327016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1327014.375000 Penalty: 4738.960449
	Iteration 45Q: 3 clusters Score -1327014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1327016.125000 Penalty: 4738.960449
	Iteration 46Q: 3 clusters Score -1327016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1327020.625000 Penalty: 4738.960449
	Iteration 47Q: 3 clusters Score -1327021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1327023.250000 Penalty: 4738.960449
	Iteration 48Q: 3 clusters Score -1327023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1327023.250000 Penalty: 4738.960449
	Iteration 49Q: 3 clusters Score -1327023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1327020.750000 Penalty: 4738.960449
	Iteration 50Q: 3 clusters Score -1327021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1327023.125000 Penalty: 4738.960449
	Iteration 51Q: 3 clusters Score -1327023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1327022.375000 Penalty: 4738.960449
	Iteration 52Q: 3 clusters Score -1327022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1327021.250000 Penalty: 4738.960449
	Iteration 53Q: 3 clusters Score -1327021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1327021.250000 Penalty: 4738.960449
	Iteration 54Q: 3 clusters Score -1327021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1327021.250000 Penalty: 4738.960449
	Iteration 55F: 3 clusters Score -1327021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -928847.687500 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -928847.7 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 4959 members 
Entering Unmasked Estep 
Score: -921306.687500 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -921306.7 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -923644.000000 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -923644 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -924199.625000 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -924199.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -924779.750000 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -924779.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -925419.125000 Penalty: 4561.234863
	Iteration 4F: 3 clusters Score -925419.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -926014.812500 Penalty: 4561.234863
	Iteration 5F: 3 clusters Score -926014.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -926477.437500 Penalty: 4561.234863
	Iteration 6F: 3 clusters Score -926477.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -926820.250000 Penalty: 4561.234863
	Iteration 7F: 3 clusters Score -926820.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -927047.500000 Penalty: 4561.234863
	Iteration 8Q: 3 clusters Score -927047.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -927205.375000 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -927205.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -927328.687500 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -927328.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -927420.625000 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -927420.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -927475.312500 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -927475.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -927512.000000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -927512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -927543.812500 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -927543.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -927563.625000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -927563.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -927578.875000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -927578.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -927596.562500 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -927596.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -927606.062500 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -927606.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -927612.812500 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -927612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -927616.875000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -927616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -927622.375000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -927622.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -927625.187500 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -927625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -927626.750000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -927626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -927627.812500 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -927627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -927627.125000 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -927627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -927628.875000 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -927628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -927628.625000 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -927628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -927628.625000 Penalty: 4561.234863
	Iteration 28F: 3 clusters Score -927628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -1579245.875000 Penalty: 2397.275879
	Iteration 0F: 2 clusters Score -1579246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1567839.875000 Penalty: 4794.551758
	Iteration 0F: 3 clusters Score -1567840 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1571544.750000 Penalty: 4794.551758
	Iteration 1F: 3 clusters Score -1571545 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1572016.875000 Penalty: 4794.551758
	Iteration 2F: 3 clusters Score -1572017 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1572374.125000 Penalty: 4794.551758
	Iteration 3F: 3 clusters Score -1572374 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1572637.875000 Penalty: 4794.551758
	Iteration 4Q: 3 clusters Score -1572638 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1572881.750000 Penalty: 4794.551758
	Iteration 5Q: 3 clusters Score -1572882 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1573102.375000 Penalty: 4794.551758
	Iteration 6Q: 3 clusters Score -1573102 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1573306.625000 Penalty: 4794.551758
	Iteration 7Q: 3 clusters Score -1573307 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1573500.125000 Penalty: 4794.551758
	Iteration 8Q: 3 clusters Score -1573500 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1573673.500000 Penalty: 4794.551758
	Iteration 9Q: 3 clusters Score -1573674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1573859.625000 Penalty: 4794.551758
	Iteration 10Q: 3 clusters Score -1573860 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1574056.000000 Penalty: 4794.551758
	Iteration 11Q: 3 clusters Score -1574056 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1574282.500000 Penalty: 4794.551758
	Iteration 12Q: 3 clusters Score -1574282 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1574556.500000 Penalty: 4794.551758
	Iteration 13Q: 3 clusters Score -1574556 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1574866.125000 Penalty: 4794.551758
	Iteration 14Q: 3 clusters Score -1574866 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1575188.500000 Penalty: 4794.551758
	Iteration 15Q: 3 clusters Score -1575188 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1575500.875000 Penalty: 4794.551758
	Iteration 16Q: 3 clusters Score -1575501 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1575818.750000 Penalty: 4794.551758
	Iteration 17Q: 3 clusters Score -1575819 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1576127.875000 Penalty: 4794.551758
	Iteration 18Q: 3 clusters Score -1576128 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1576382.875000 Penalty: 4794.551758
	Iteration 19Q: 3 clusters Score -1576383 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1576601.500000 Penalty: 4794.551758
	Iteration 20F: 3 clusters Score -1576602 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1576766.625000 Penalty: 4794.551758
	Iteration 21Q: 3 clusters Score -1576767 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1576890.000000 Penalty: 4794.551758
	Iteration 22Q: 3 clusters Score -1576890 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1576995.375000 Penalty: 4794.551758
	Iteration 23Q: 3 clusters Score -1576995 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1577056.000000 Penalty: 4794.551758
	Iteration 24Q: 3 clusters Score -1577056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1577102.625000 Penalty: 4794.551758
	Iteration 25Q: 3 clusters Score -1577103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1577137.875000 Penalty: 4794.551758
	Iteration 26Q: 3 clusters Score -1577138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1577171.250000 Penalty: 4794.551758
	Iteration 27Q: 3 clusters Score -1577171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1577209.375000 Penalty: 4794.551758
	Iteration 28Q: 3 clusters Score -1577209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1577255.750000 Penalty: 4794.551758
	Iteration 29Q: 3 clusters Score -1577256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1577308.500000 Penalty: 4794.551758
	Iteration 30Q: 3 clusters Score -1577308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1577380.500000 Penalty: 4794.551758
	Iteration 31Q: 3 clusters Score -1577380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1577450.875000 Penalty: 4794.551758
	Iteration 32Q: 3 clusters Score -1577451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1577489.625000 Penalty: 4794.551758
	Iteration 33Q: 3 clusters Score -1577490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1577504.750000 Penalty: 4794.551758
	Iteration 34Q: 3 clusters Score -1577505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1577510.875000 Penalty: 4794.551758
	Iteration 35Q: 3 clusters Score -1577511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1577515.750000 Penalty: 4794.551758
	Iteration 36Q: 3 clusters Score -1577516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1577522.875000 Penalty: 4794.551758
	Iteration 37Q: 3 clusters Score -1577523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1577527.625000 Penalty: 4794.551758
	Iteration 38Q: 3 clusters Score -1577528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1577529.500000 Penalty: 4794.551758
	Iteration 39Q: 3 clusters Score -1577530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1577530.250000 Penalty: 4794.551758
	Iteration 40F: 3 clusters Score -1577530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -174298.500000 Penalty: 1867.692017
	Iteration 0F: 2 clusters Score -174298.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -171746.796875 Penalty: 3735.384033
	Iteration 0F: 3 clusters Score -171746.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -172199.343750 Penalty: 3735.384033
	Iteration 1F: 3 clusters Score -172199.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -172307.890625 Penalty: 3735.384033
	Iteration 2F: 3 clusters Score -172307.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -172363.781250 Penalty: 3735.384033
	Iteration 3Q: 3 clusters Score -172363.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -172404.890625 Penalty: 3735.384033
	Iteration 4Q: 3 clusters Score -172404.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172440.406250 Penalty: 3735.384033
	Iteration 5Q: 3 clusters Score -172440.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172466.656250 Penalty: 3735.384033
	Iteration 6Q: 3 clusters Score -172466.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -172488.875000 Penalty: 3735.384033
	Iteration 7Q: 3 clusters Score -172488.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -172501.281250 Penalty: 3735.384033
	Iteration 8Q: 3 clusters Score -172501.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172516.578125 Penalty: 3735.384033
	Iteration 9Q: 3 clusters Score -172516.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -172530.843750 Penalty: 3735.384033
	Iteration 10Q: 3 clusters Score -172530.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172542.218750 Penalty: 3735.384033
	Iteration 11Q: 3 clusters Score -172542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -172548.000000 Penalty: 3735.384033
	Iteration 12Q: 3 clusters Score -172548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172556.593750 Penalty: 3735.384033
	Iteration 13Q: 3 clusters Score -172556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -172564.656250 Penalty: 3735.384033
	Iteration 14Q: 3 clusters Score -172564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -172577.015625 Penalty: 3735.384033
	Iteration 15Q: 3 clusters Score -172577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -172582.093750 Penalty: 3735.384033
	Iteration 16Q: 3 clusters Score -172582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -172588.468750 Penalty: 3735.384033
	Iteration 17Q: 3 clusters Score -172588.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -172598.359375 Penalty: 3735.384033
	Iteration 18Q: 3 clusters Score -172598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172603.562500 Penalty: 3735.384033
	Iteration 19Q: 3 clusters Score -172603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -172608.375000 Penalty: 3735.384033
	Iteration 20F: 3 clusters Score -172608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172611.953125 Penalty: 3735.384033
	Iteration 21Q: 3 clusters Score -172612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -172615.843750 Penalty: 3735.384033
	Iteration 22Q: 3 clusters Score -172615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -172618.343750 Penalty: 3735.384033
	Iteration 23Q: 3 clusters Score -172618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -172620.500000 Penalty: 3735.384033
	Iteration 24Q: 3 clusters Score -172620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172621.390625 Penalty: 3735.384033
	Iteration 25Q: 3 clusters Score -172621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -172622.625000 Penalty: 3735.384033
	Iteration 26Q: 3 clusters Score -172622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -172623.968750 Penalty: 3735.384033
	Iteration 27Q: 3 clusters Score -172624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -172624.421875 Penalty: 3735.384033
	Iteration 28Q: 3 clusters Score -172624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -172625.625000 Penalty: 3735.384033
	Iteration 29Q: 3 clusters Score -172625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -172626.953125 Penalty: 3735.384033
	Iteration 30Q: 3 clusters Score -172627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -172627.453125 Penalty: 3735.384033
	Iteration 31Q: 3 clusters Score -172627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -172628.765625 Penalty: 3735.384033
	Iteration 32Q: 3 clusters Score -172628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172631.781250 Penalty: 3735.384033
	Iteration 33Q: 3 clusters Score -172631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -172636.125000 Penalty: 3735.384033
	Iteration 34Q: 3 clusters Score -172636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -172641.500000 Penalty: 3735.384033
	Iteration 35Q: 3 clusters Score -172641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -172645.515625 Penalty: 3735.384033
	Iteration 36Q: 3 clusters Score -172645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -172651.875000 Penalty: 3735.384033
	Iteration 37Q: 3 clusters Score -172651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172657.734375 Penalty: 3735.384033
	Iteration 38Q: 3 clusters Score -172657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172662.500000 Penalty: 3735.384033
	Iteration 39Q: 3 clusters Score -172662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -172666.984375 Penalty: 3735.384033
	Iteration 40F: 3 clusters Score -172667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -172671.000000 Penalty: 3735.384033
	Iteration 41Q: 3 clusters Score -172671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172676.531250 Penalty: 3735.384033
	Iteration 42Q: 3 clusters Score -172676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172684.546875 Penalty: 3735.384033
	Iteration 43Q: 3 clusters Score -172684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -172695.265625 Penalty: 3735.384033
	Iteration 44Q: 3 clusters Score -172695.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -172700.546875 Penalty: 3735.384033
	Iteration 45Q: 3 clusters Score -172700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172702.687500 Penalty: 3735.384033
	Iteration 46Q: 3 clusters Score -172702.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172709.875000 Penalty: 3735.384033
	Iteration 47Q: 3 clusters Score -172709.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172717.312500 Penalty: 3735.384033
	Iteration 48Q: 3 clusters Score -172717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172720.843750 Penalty: 3735.384033
	Iteration 49Q: 3 clusters Score -172720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -172721.703125 Penalty: 3735.384033
	Iteration 50Q: 3 clusters Score -172721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -172721.703125 Penalty: 3735.384033
	Iteration 51F: 3 clusters Score -172721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Entering Unmasked Estep 
Score: -1184587.125000 Penalty: 2343.499268
	Iteration 0F: 2 clusters Score -1184587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1175198.375000 Penalty: 4686.998535
	Iteration 0F: 3 clusters Score -1175198 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1178099.250000 Penalty: 4686.998535
	Iteration 1F: 3 clusters Score -1178099 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1178488.625000 Penalty: 4686.998535
	Iteration 2F: 3 clusters Score -1178489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1178793.375000 Penalty: 4686.998535
	Iteration 3F: 3 clusters Score -1178793 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1179085.625000 Penalty: 4686.998535
	Iteration 4Q: 3 clusters Score -1179086 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1179379.500000 Penalty: 4686.998535
	Iteration 5Q: 3 clusters Score -1179380 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1179747.125000 Penalty: 4686.998535
	Iteration 6Q: 3 clusters Score -1179747 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1180202.750000 Penalty: 4686.998535
	Iteration 7F: 3 clusters Score -1180203 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1180718.750000 Penalty: 4686.998535
	Iteration 8F: 3 clusters Score -1180719 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1181235.750000 Penalty: 4686.998535
	Iteration 9Q: 3 clusters Score -1181236 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1181655.125000 Penalty: 4686.998535
	Iteration 10Q: 3 clusters Score -1181655 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1181962.500000 Penalty: 4686.998535
	Iteration 11Q: 3 clusters Score -1181962 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1182171.625000 Penalty: 4686.998535
	Iteration 12Q: 3 clusters Score -1182172 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1182314.625000 Penalty: 4686.998535
	Iteration 13Q: 3 clusters Score -1182315 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1182423.250000 Penalty: 4686.998535
	Iteration 14Q: 3 clusters Score -1182423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1182500.125000 Penalty: 4686.998535
	Iteration 15Q: 3 clusters Score -1182500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1182552.625000 Penalty: 4686.998535
	Iteration 16Q: 3 clusters Score -1182553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1182587.000000 Penalty: 4686.998535
	Iteration 17Q: 3 clusters Score -1182587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1182612.500000 Penalty: 4686.998535
	Iteration 18Q: 3 clusters Score -1182612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1182625.625000 Penalty: 4686.998535
	Iteration 19Q: 3 clusters Score -1182626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1182636.750000 Penalty: 4686.998535
	Iteration 20F: 3 clusters Score -1182637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1182649.250000 Penalty: 4686.998535
	Iteration 21Q: 3 clusters Score -1182649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1182665.125000 Penalty: 4686.998535
	Iteration 22Q: 3 clusters Score -1182665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1182678.375000 Penalty: 4686.998535
	Iteration 23Q: 3 clusters Score -1182678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1182689.125000 Penalty: 4686.998535
	Iteration 24Q: 3 clusters Score -1182689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1182698.375000 Penalty: 4686.998535
	Iteration 25Q: 3 clusters Score -1182698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1182702.625000 Penalty: 4686.998535
	Iteration 26Q: 3 clusters Score -1182703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1182710.625000 Penalty: 4686.998535
	Iteration 27Q: 3 clusters Score -1182711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1182715.375000 Penalty: 4686.998535
	Iteration 28Q: 3 clusters Score -1182715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1182721.000000 Penalty: 4686.998535
	Iteration 29Q: 3 clusters Score -1182721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1182723.500000 Penalty: 4686.998535
	Iteration 30Q: 3 clusters Score -1182724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1182729.500000 Penalty: 4686.998535
	Iteration 31Q: 3 clusters Score -1182730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1182740.125000 Penalty: 4686.998535
	Iteration 32Q: 3 clusters Score -1182740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1182747.500000 Penalty: 4686.998535
	Iteration 33Q: 3 clusters Score -1182748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1182755.125000 Penalty: 4686.998535
	Iteration 34Q: 3 clusters Score -1182755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1182757.125000 Penalty: 4686.998535
	Iteration 35Q: 3 clusters Score -1182757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1182760.375000 Penalty: 4686.998535
	Iteration 36Q: 3 clusters Score -1182760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1182760.375000 Penalty: 4686.998535
	Iteration 37F: 3 clusters Score -1182760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -127749.007812 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -127749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125533.062500 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -125533.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125861.437500 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -125861.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -125954.757812 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -125954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -126006.679688 Penalty: 3580.579346
	Iteration 3Q: 3 clusters Score -126006.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126047.820312 Penalty: 3580.579346
	Iteration 4Q: 3 clusters Score -126047.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126082.421875 Penalty: 3580.579346
	Iteration 5Q: 3 clusters Score -126082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126107.437500 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -126107.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126122.257812 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -126122.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126131.726562 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -126131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -126137.523438 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -126137.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126153.898438 Penalty: 3580.579346
	Iteration 10Q: 3 clusters Score -126153.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -126173.390625 Penalty: 3580.579346
	Iteration 11Q: 3 clusters Score -126173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126181.257812 Penalty: 3580.579346
	Iteration 12Q: 3 clusters Score -126181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126190.851562 Penalty: 3580.579346
	Iteration 13Q: 3 clusters Score -126190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126197.804688 Penalty: 3580.579346
	Iteration 14Q: 3 clusters Score -126197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -126198.890625 Penalty: 3580.579346
	Iteration 15Q: 3 clusters Score -126198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126203.078125 Penalty: 3580.579346
	Iteration 16Q: 3 clusters Score -126203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126207.328125 Penalty: 3580.579346
	Iteration 17Q: 3 clusters Score -126207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126213.132812 Penalty: 3580.579346
	Iteration 18Q: 3 clusters Score -126213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126221.546875 Penalty: 3580.579346
	Iteration 19Q: 3 clusters Score -126221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126229.187500 Penalty: 3580.579346
	Iteration 20F: 3 clusters Score -126229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126237.437500 Penalty: 3580.579346
	Iteration 21Q: 3 clusters Score -126237.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126246.890625 Penalty: 3580.579346
	Iteration 22Q: 3 clusters Score -126246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126254.109375 Penalty: 3580.579346
	Iteration 23Q: 3 clusters Score -126254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126257.734375 Penalty: 3580.579346
	Iteration 24Q: 3 clusters Score -126257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126260.148438 Penalty: 3580.579346
	Iteration 25Q: 3 clusters Score -126260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126260.148438 Penalty: 3580.579346
	Iteration 26F: 3 clusters Score -126260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -304836.781250 Penalty: 2004.895020
	Iteration 0F: 2 clusters Score -304836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -301437.031250 Penalty: 4009.790039
	Iteration 0F: 3 clusters Score -301437 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -302155.937500 Penalty: 4009.790039
	Iteration 1F: 3 clusters Score -302155.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -302311.750000 Penalty: 4009.790039
	Iteration 2F: 3 clusters Score -302311.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -302416.531250 Penalty: 4009.790039
	Iteration 3Q: 3 clusters Score -302416.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -302493.375000 Penalty: 4009.790039
	Iteration 4Q: 3 clusters Score -302493.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -302569.656250 Penalty: 4009.790039
	Iteration 5Q: 3 clusters Score -302569.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -302630.218750 Penalty: 4009.790039
	Iteration 6Q: 3 clusters Score -302630.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -302677.031250 Penalty: 4009.790039
	Iteration 7Q: 3 clusters Score -302677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -302723.093750 Penalty: 4009.790039
	Iteration 8Q: 3 clusters Score -302723.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302755.968750 Penalty: 4009.790039
	Iteration 9Q: 3 clusters Score -302756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -302787.187500 Penalty: 4009.790039
	Iteration 10Q: 3 clusters Score -302787.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -302810.031250 Penalty: 4009.790039
	Iteration 11Q: 3 clusters Score -302810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -302837.125000 Penalty: 4009.790039
	Iteration 12Q: 3 clusters Score -302837.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -302862.812500 Penalty: 4009.790039
	Iteration 13Q: 3 clusters Score -302862.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -302891.781250 Penalty: 4009.790039
	Iteration 14Q: 3 clusters Score -302891.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -302921.031250 Penalty: 4009.790039
	Iteration 15Q: 3 clusters Score -302921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -302942.468750 Penalty: 4009.790039
	Iteration 16Q: 3 clusters Score -302942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -302956.250000 Penalty: 4009.790039
	Iteration 17Q: 3 clusters Score -302956.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -302974.500000 Penalty: 4009.790039
	Iteration 18Q: 3 clusters Score -302974.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -302992.781250 Penalty: 4009.790039
	Iteration 19Q: 3 clusters Score -302992.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -303014.187500 Penalty: 4009.790039
	Iteration 20F: 3 clusters Score -303014.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -303033.531250 Penalty: 4009.790039
	Iteration 21Q: 3 clusters Score -303033.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -303055.187500 Penalty: 4009.790039
	Iteration 22Q: 3 clusters Score -303055.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303076.406250 Penalty: 4009.790039
	Iteration 23Q: 3 clusters Score -303076.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -303092.937500 Penalty: 4009.790039
	Iteration 24Q: 3 clusters Score -303092.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -303105.937500 Penalty: 4009.790039
	Iteration 25Q: 3 clusters Score -303105.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -303116.968750 Penalty: 4009.790039
	Iteration 26Q: 3 clusters Score -303117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -303125.718750 Penalty: 4009.790039
	Iteration 27Q: 3 clusters Score -303125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -303133.687500 Penalty: 4009.790039
	Iteration 28Q: 3 clusters Score -303133.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -303144.031250 Penalty: 4009.790039
	Iteration 29Q: 3 clusters Score -303144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -303156.781250 Penalty: 4009.790039
	Iteration 30Q: 3 clusters Score -303156.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -303169.437500 Penalty: 4009.790039
	Iteration 31Q: 3 clusters Score -303169.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -303181.812500 Penalty: 4009.790039
	Iteration 32Q: 3 clusters Score -303181.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -303194.531250 Penalty: 4009.790039
	Iteration 33Q: 3 clusters Score -303194.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -303206.250000 Penalty: 4009.790039
	Iteration 34Q: 3 clusters Score -303206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -303213.812500 Penalty: 4009.790039
	Iteration 35Q: 3 clusters Score -303213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -303223.437500 Penalty: 4009.790039
	Iteration 36Q: 3 clusters Score -303223.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -303234.468750 Penalty: 4009.790039
	Iteration 37Q: 3 clusters Score -303234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -303240.312500 Penalty: 4009.790039
	Iteration 38Q: 3 clusters Score -303240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -303241.750000 Penalty: 4009.790039
	Iteration 39Q: 3 clusters Score -303241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -303244.375000 Penalty: 4009.790039
	Iteration 40F: 3 clusters Score -303244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -303246.031250 Penalty: 4009.790039
	Iteration 41Q: 3 clusters Score -303246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -303246.531250 Penalty: 4009.790039
	Iteration 42Q: 3 clusters Score -303246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -303248.125000 Penalty: 4009.790039
	Iteration 43Q: 3 clusters Score -303248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -303248.125000 Penalty: 4009.790039
	Iteration 44F: 3 clusters Score -303248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Entering Unmasked Estep 
Score: -3945061.250000 Penalty: 2629.171387
	Iteration 0F: 2 clusters Score -3945061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3917879.500000 Penalty: 5258.342773
	Iteration 0F: 3 clusters Score -3917880 nChanged 18292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3927987.250000 Penalty: 5258.342773
	Iteration 1F: 3 clusters Score -3927987 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3928798.000000 Penalty: 5258.342773
	Iteration 2Q: 3 clusters Score -3928798 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3929866.250000 Penalty: 5258.342773
	Iteration 3F: 3 clusters Score -3929866 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3931220.250000 Penalty: 5258.342773
	Iteration 4F: 3 clusters Score -3931220 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3932798.500000 Penalty: 5258.342773
	Iteration 5F: 3 clusters Score -3932798 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3934446.750000 Penalty: 5258.342773
	Iteration 6F: 3 clusters Score -3934447 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3936135.250000 Penalty: 5258.342773
	Iteration 7F: 3 clusters Score -3936135 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3937804.000000 Penalty: 5258.342773
	Iteration 8F: 3 clusters Score -3937804 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3939252.500000 Penalty: 5258.342773
	Iteration 9F: 3 clusters Score -3939252 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3940156.250000 Penalty: 5258.342773
	Iteration 10Q: 3 clusters Score -3940156 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3940682.500000 Penalty: 5258.342773
	Iteration 11Q: 3 clusters Score -3940682 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3940941.750000 Penalty: 5258.342773
	Iteration 12Q: 3 clusters Score -3940942 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3941075.000000 Penalty: 5258.342773
	Iteration 13Q: 3 clusters Score -3941075 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3941176.250000 Penalty: 5258.342773
	Iteration 14Q: 3 clusters Score -3941176 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3941228.250000 Penalty: 5258.342773
	Iteration 15Q: 3 clusters Score -3941228 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3941257.250000 Penalty: 5258.342773
	Iteration 16Q: 3 clusters Score -3941257 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3941287.500000 Penalty: 5258.342773
	Iteration 17Q: 3 clusters Score -3941288 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3941323.250000 Penalty: 5258.342773
	Iteration 18Q: 3 clusters Score -3941323 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3941359.750000 Penalty: 5258.342773
	Iteration 19Q: 3 clusters Score -3941360 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3941377.500000 Penalty: 5258.342773
	Iteration 20F: 3 clusters Score -3941378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3941391.250000 Penalty: 5258.342773
	Iteration 21Q: 3 clusters Score -3941391 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3941412.750000 Penalty: 5258.342773
	Iteration 22Q: 3 clusters Score -3941413 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3941437.500000 Penalty: 5258.342773
	Iteration 23Q: 3 clusters Score -3941438 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3941475.750000 Penalty: 5258.342773
	Iteration 24Q: 3 clusters Score -3941476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3941481.750000 Penalty: 5258.342773
	Iteration 25Q: 3 clusters Score -3941482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3941505.500000 Penalty: 5258.342773
	Iteration 26Q: 3 clusters Score -3941506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3941494.750000 Penalty: 5258.342773
	Iteration 27Q: 3 clusters Score -3941495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3941509.000000 Penalty: 5258.342773
	Iteration 28Q: 3 clusters Score -3941509 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3941513.750000 Penalty: 5258.342773
	Iteration 29Q: 3 clusters Score -3941514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3941519.500000 Penalty: 5258.342773
	Iteration 30Q: 3 clusters Score -3941520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3941508.750000 Penalty: 5258.342773
	Iteration 31Q: 3 clusters Score -3941509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3941512.750000 Penalty: 5258.342773
	Iteration 32Q: 3 clusters Score -3941513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3941525.750000 Penalty: 5258.342773
	Iteration 33Q: 3 clusters Score -3941526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3941540.500000 Penalty: 5258.342773
	Iteration 34Q: 3 clusters Score -3941540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3941536.000000 Penalty: 5258.342773
	Iteration 35Q: 3 clusters Score -3941536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3941543.250000 Penalty: 5258.342773
	Iteration 36Q: 3 clusters Score -3941543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3941545.500000 Penalty: 5258.342773
	Iteration 37Q: 3 clusters Score -3941546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3941531.750000 Penalty: 5258.342773
	Iteration 38Q: 3 clusters Score -3941532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3941543.750000 Penalty: 5258.342773
	Iteration 39Q: 3 clusters Score -3941544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3941550.000000 Penalty: 5258.342773
	Iteration 40F: 3 clusters Score -3941550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3941560.750000 Penalty: 5258.342773
	Iteration 41Q: 3 clusters Score -3941561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3941554.000000 Penalty: 5258.342773
	Iteration 42Q: 3 clusters Score -3941554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3941568.250000 Penalty: 5258.342773
	Iteration 43Q: 3 clusters Score -3941568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3941572.500000 Penalty: 5258.342773
	Iteration 44Q: 3 clusters Score -3941572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3941572.250000 Penalty: 5258.342773
	Iteration 45Q: 3 clusters Score -3941572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3941591.750000 Penalty: 5258.342773
	Iteration 46Q: 3 clusters Score -3941592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3941584.250000 Penalty: 5258.342773
	Iteration 47Q: 3 clusters Score -3941584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3941590.500000 Penalty: 5258.342773
	Iteration 48Q: 3 clusters Score -3941590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3941601.750000 Penalty: 5258.342773
	Iteration 49Q: 3 clusters Score -3941602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3941602.750000 Penalty: 5258.342773
	Iteration 50Q: 3 clusters Score -3941603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3941605.500000 Penalty: 5258.342773
	Iteration 51Q: 3 clusters Score -3941606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3941595.750000 Penalty: 5258.342773
	Iteration 52Q: 3 clusters Score -3941596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3941604.500000 Penalty: 5258.342773
	Iteration 53Q: 3 clusters Score -3941604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3941605.000000 Penalty: 5258.342773
	Iteration 54Q: 3 clusters Score -3941605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3941604.000000 Penalty: 5258.342773
	Iteration 55Q: 3 clusters Score -3941604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3941601.250000 Penalty: 5258.342773
	Iteration 56Q: 3 clusters Score -3941601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3941609.750000 Penalty: 5258.342773
	Iteration 57Q: 3 clusters Score -3941610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3941613.500000 Penalty: 5258.342773
	Iteration 58Q: 3 clusters Score -3941614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3941617.750000 Penalty: 5258.342773
	Iteration 59Q: 3 clusters Score -3941618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3941612.000000 Penalty: 5258.342773
	Iteration 60F: 3 clusters Score -3941612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3941609.500000 Penalty: 5258.342773
	Iteration 61Q: 3 clusters Score -3941610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3941614.500000 Penalty: 5258.342773
	Iteration 62Q: 3 clusters Score -3941614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3941610.000000 Penalty: 5258.342773
	Iteration 63Q: 3 clusters Score -3941610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3941630.750000 Penalty: 5258.342773
	Iteration 64Q: 3 clusters Score -3941631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3941618.250000 Penalty: 5258.342773
	Iteration 65Q: 3 clusters Score -3941618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3941622.000000 Penalty: 5258.342773
	Iteration 66Q: 3 clusters Score -3941622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3941634.250000 Penalty: 5258.342773
	Iteration 67Q: 3 clusters Score -3941634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3941643.500000 Penalty: 5258.342773
	Iteration 68Q: 3 clusters Score -3941644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3941653.250000 Penalty: 5258.342773
	Iteration 69Q: 3 clusters Score -3941653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3941647.000000 Penalty: 5258.342773
	Iteration 70Q: 3 clusters Score -3941647 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3941649.750000 Penalty: 5258.342773
	Iteration 71Q: 3 clusters Score -3941650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3941653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3941667.500000 Penalty: 5258.342773
	Iteration 73Q: 3 clusters Score -3941668 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3941679.500000 Penalty: 5258.342773
	Iteration 74Q: 3 clusters Score -3941680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3941682.250000 Penalty: 5258.342773
	Iteration 75Q: 3 clusters Score -3941682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3941697.250000 Penalty: 5258.342773
	Iteration 76Q: 3 clusters Score -3941697 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3941719.750000 Penalty: 5258.342773
	Iteration 77Q: 3 clusters Score -3941720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3941731 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3941741.500000 Penalty: 5258.342773
	Iteration 79Q: 3 clusters Score -3941742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3941764.000000 Penalty: 5258.342773
	Iteration 80F: 3 clusters Score -3941764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3941777.000000 Penalty: 5258.342773
	Iteration 81Q: 3 clusters Score -3941777 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3941792.750000 Penalty: 5258.342773
	Iteration 82Q: 3 clusters Score -3941793 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3941803.000000 Penalty: 5258.342773
	Iteration 83Q: 3 clusters Score -3941803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3941821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3941837.250000 Penalty: 5258.342773
	Iteration 85Q: 3 clusters Score -3941837 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3941869.750000 Penalty: 5258.342773
	Iteration 86Q: 3 clusters Score -3941870 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3941905.000000 Penalty: 5258.342773
	Iteration 87Q: 3 clusters Score -3941905 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3941955.000000 Penalty: 5258.342773
	Iteration 88Q: 3 clusters Score -3941955 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3941962 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3941984.500000 Penalty: 5258.342773
	Iteration 90Q: 3 clusters Score -3941984 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3941993.250000 Penalty: 5258.342773
	Iteration 91Q: 3 clusters Score -3941993 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3942023.250000 Penalty: 5258.342773
	Iteration 92Q: 3 clusters Score -3942023 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3942063 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3942095 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3942108 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3942142 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3942174 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3942216.000000 Penalty: 5258.342773
	Iteration 98Q: 3 clusters Score -3942216 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3942248 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3942292.000000 Penalty: 5258.342773
	Iteration 100F: 3 clusters Score -3942292 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3942354.500000 Penalty: 5258.342773
	Iteration 101Q: 3 clusters Score -3942354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3942401.500000 Penalty: 5258.342773
	Iteration 102Q: 3 clusters Score -3942402 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3942439.250000 Penalty: 5258.342773
	Iteration 103Q: 3 clusters Score -3942439 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3942481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3942520.250000 Penalty: 5258.342773
	Iteration 105Q: 3 clusters Score -3942520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3942544.250000 Penalty: 5258.342773
	Iteration 106Q: 3 clusters Score -3942544 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3942573 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3942609.750000 Penalty: 5258.342773
	Iteration 108Q: 3 clusters Score -3942610 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3942668.250000 Penalty: 5258.342773
	Iteration 109Q: 3 clusters Score -3942668 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3942713.250000 Penalty: 5258.342773
	Iteration 110Q: 3 clusters Score -3942713 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3942734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3942784.000000 Penalty: 5258.342773
	Iteration 112Q: 3 clusters Score -3942784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -3942832.250000 Penalty: 5258.342773
	Iteration 113Q: 3 clusters Score -3942832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -3942891.750000 Penalty: 5258.342773
	Iteration 114Q: 3 clusters Score -3942892 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -3942929.500000 Penalty: 5258.342773
	Iteration 115Q: 3 clusters Score -3942930 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3943006.000000 Penalty: 5258.342773
	Iteration 116Q: 3 clusters Score -3943006 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -3943058.000000 Penalty: 5258.342773
	Iteration 117Q: 3 clusters Score -3943058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -3943084.500000 Penalty: 5258.342773
	Iteration 118Q: 3 clusters Score -3943084 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3943133.750000 Penalty: 5258.342773
	Iteration 119Q: 3 clusters Score -3943134 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -3943185.750000 Penalty: 5258.342773
	Iteration 120F: 3 clusters Score -3943186 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3943229.250000 Penalty: 5258.342773
	Iteration 121Q: 3 clusters Score -3943229 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -3943270.000000 Penalty: 5258.342773
	Iteration 122Q: 3 clusters Score -3943270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -3943301.750000 Penalty: 5258.342773
	Iteration 123Q: 3 clusters Score -3943302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -3943327.250000 Penalty: 5258.342773
	Iteration 124Q: 3 clusters Score -3943327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -3943334.250000 Penalty: 5258.342773
	Iteration 125Q: 3 clusters Score -3943334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3943358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -3943365.000000 Penalty: 5258.342773
	Iteration 127Q: 3 clusters Score -3943365 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -3943393.750000 Penalty: 5258.342773
	Iteration 128Q: 3 clusters Score -3943394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3943403.750000 Penalty: 5258.342773
	Iteration 129Q: 3 clusters Score -3943404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3943424.750000 Penalty: 5258.342773
	Iteration 130Q: 3 clusters Score -3943425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -3943459.000000 Penalty: 5258.342773
	Iteration 131Q: 3 clusters Score -3943459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3943493.750000 Penalty: 5258.342773
	Iteration 132Q: 3 clusters Score -3943494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3943502.750000 Penalty: 5258.342773
	Iteration 133Q: 3 clusters Score -3943503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -3943520.750000 Penalty: 5258.342773
	Iteration 134Q: 3 clusters Score -3943521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -3943527.000000 Penalty: 5258.342773
	Iteration 135Q: 3 clusters Score -3943527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -3943539.000000 Penalty: 5258.342773
	Iteration 136Q: 3 clusters Score -3943539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3943540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3943554.250000 Penalty: 5258.342773
	Iteration 138Q: 3 clusters Score -3943554 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3943558.000000 Penalty: 5258.342773
	Iteration 139Q: 3 clusters Score -3943558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -3943563.000000 Penalty: 5258.342773
	Iteration 140F: 3 clusters Score -3943563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -3943561.750000 Penalty: 5258.342773
	Iteration 141Q: 3 clusters Score -3943562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -3943567.000000 Penalty: 5258.342773
	Iteration 142Q: 3 clusters Score -3943567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3943561.750000 Penalty: 5258.342773
	Iteration 143Q: 3 clusters Score -3943562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3943559.250000 Penalty: 5258.342773
	Iteration 144Q: 3 clusters Score -3943559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -3943572.250000 Penalty: 5258.342773
	Iteration 145Q: 3 clusters Score -3943572 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -3943587.750000 Penalty: 5258.342773
	Iteration 146Q: 3 clusters Score -3943588 nChanged 20
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Mstep: Class 1 contains 3640 members 
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Entering Unmasked Estep 
Score: -3943582.500000 Penalty: 5258.342773
	Iteration 147Q: 3 clusters Score -3943582 nChanged 20
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Mstep: Class 1 contains 3620 members 
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Entering Unmasked Estep 
Score: -3943587.750000 Penalty: 5258.342773
	Iteration 148Q: 3 clusters Score -3943588 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3943589.000000 Penalty: 5258.342773
	Iteration 149Q: 3 clusters Score -3943589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3943593.500000 Penalty: 5258.342773
	Iteration 150Q: 3 clusters Score -3943594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -3943592.000000 Penalty: 5258.342773
	Iteration 151Q: 3 clusters Score -3943592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -3943593.250000 Penalty: 5258.342773
	Iteration 152Q: 3 clusters Score -3943593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3943591.250000 Penalty: 5258.342773
	Iteration 153Q: 3 clusters Score -3943591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -3943591.000000 Penalty: 5258.342773
	Iteration 154Q: 3 clusters Score -3943591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -3943593.750000 Penalty: 5258.342773
	Iteration 155Q: 3 clusters Score -3943594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -3943590.500000 Penalty: 5258.342773
	Iteration 156Q: 3 clusters Score -3943590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -3943591.250000 Penalty: 5258.342773
	Iteration 157Q: 3 clusters Score -3943591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3943591.750000 Penalty: 5258.342773
	Iteration 158Q: 3 clusters Score -3943592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -3943589.750000 Penalty: 5258.342773
	Iteration 159Q: 3 clusters Score -3943590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3943588.250000 Penalty: 5258.342773
	Iteration 160F: 3 clusters Score -3943588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -3943590.750000 Penalty: 5258.342773
	Iteration 161Q: 3 clusters Score -3943591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -3943591.250000 Penalty: 5258.342773
	Iteration 162Q: 3 clusters Score -3943591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -3943586.250000 Penalty: 5258.342773
	Iteration 163Q: 3 clusters Score -3943586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -3943588.000000 Penalty: 5258.342773
	Iteration 164Q: 3 clusters Score -3943588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -3943583.250000 Penalty: 5258.342773
	Iteration 165Q: 3 clusters Score -3943583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -3943583.500000 Penalty: 5258.342773
	Iteration 166Q: 3 clusters Score -3943584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3943588.500000 Penalty: 5258.342773
	Iteration 167Q: 3 clusters Score -3943588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -3943583.250000 Penalty: 5258.342773
	Iteration 168Q: 3 clusters Score -3943583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -3943573.750000 Penalty: 5258.342773
	Iteration 169Q: 3 clusters Score -3943574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -3943579.500000 Penalty: 5258.342773
	Iteration 170Q: 3 clusters Score -3943580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -3943580.250000 Penalty: 5258.342773
	Iteration 171Q: 3 clusters Score -3943580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3943581.750000 Penalty: 5258.342773
	Iteration 172Q: 3 clusters Score -3943582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3943582.000000 Penalty: 5258.342773
	Iteration 173Q: 3 clusters Score -3943582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -3943584.500000 Penalty: 5258.342773
	Iteration 174Q: 3 clusters Score -3943584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3943583.000000 Penalty: 5258.342773
	Iteration 175Q: 3 clusters Score -3943583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3943585.000000 Penalty: 5258.342773
	Iteration 176Q: 3 clusters Score -3943585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3943585.000000 Penalty: 5258.342773
	Iteration 177F: 3 clusters Score -3943585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -274977.281250 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -274977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -271744.562500 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -271744.6 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -272416.031250 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -272416 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -272623.812500 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -272623.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -272800.156250 Penalty: 3967.174316
	Iteration 3F: 3 clusters Score -272800.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -272999.531250 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -272999.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -273271.843750 Penalty: 3967.174316
	Iteration 5F: 3 clusters Score -273271.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -273571.250000 Penalty: 3967.174316
	Iteration 6F: 3 clusters Score -273571.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -273895.750000 Penalty: 3967.174316
	Iteration 7F: 3 clusters Score -273895.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -274221.062500 Penalty: 3967.174316
	Iteration 8F: 3 clusters Score -274221.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274498.500000 Penalty: 3967.174316
	Iteration 9F: 3 clusters Score -274498.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -274732.062500 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -274732.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274901.031250 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -274901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274970.843750 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -274970.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274991.500000 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -274991.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -275002.156250 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -275002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275007.500000 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -275007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -275012.781250 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -275012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -275019.000000 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -275019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -275022.187500 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -275022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -275023.656250 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -275023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -275024.812500 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -275024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 64281 members 
Mstep: Class 5 contains 22704 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12703 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 40195 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100235 members 
Mstep: Class 18 contains 16677 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 5839 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7054 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 5071 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28775 members 
Mstep: Class 35 contains 33632 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14898 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Mstep: Class 46 contains 1090 members 
Entering Unmasked Estep 
Score: -58953276.000000 Penalty: 152269.187500
Splitting cluster 15 changes total score from -58954408.000000 to -58953276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (22290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Entering Unmasked Estep 
Score: -2289652.750000 Penalty: 2482.949463
	Iteration 0F: 2 clusters Score -2289653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2274079.750000 Penalty: 4965.898926
	Iteration 0F: 3 clusters Score -2274080 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2279369.750000 Penalty: 4965.898926
	Iteration 1F: 3 clusters Score -2279370 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2279922.250000 Penalty: 4965.898926
	Iteration 2F: 3 clusters Score -2279922 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2280529.750000 Penalty: 4965.898926
	Iteration 3F: 3 clusters Score -2280530 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2281235.750000 Penalty: 4965.898926
	Iteration 4F: 3 clusters Score -2281236 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2282100.000000 Penalty: 4965.898926
	Iteration 5F: 3 clusters Score -2282100 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2283017.000000 Penalty: 4965.898926
	Iteration 6F: 3 clusters Score -2283017 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2283756.000000 Penalty: 4965.898926
	Iteration 7F: 3 clusters Score -2283756 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2284309.000000 Penalty: 4965.898926
	Iteration 8F: 3 clusters Score -2284309 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2284637.750000 Penalty: 4965.898926
	Iteration 9Q: 3 clusters Score -2284638 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2284820.750000 Penalty: 4965.898926
	Iteration 10Q: 3 clusters Score -2284821 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2284926.750000 Penalty: 4965.898926
	Iteration 11Q: 3 clusters Score -2284927 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2285008.000000 Penalty: 4965.898926
	Iteration 12Q: 3 clusters Score -2285008 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2285058.000000 Penalty: 4965.898926
	Iteration 13Q: 3 clusters Score -2285058 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2285091.250000 Penalty: 4965.898926
	Iteration 14Q: 3 clusters Score -2285091 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2285117.750000 Penalty: 4965.898926
	Iteration 15Q: 3 clusters Score -2285118 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2285154.500000 Penalty: 4965.898926
	Iteration 16Q: 3 clusters Score -2285154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2285169.500000 Penalty: 4965.898926
	Iteration 17Q: 3 clusters Score -2285170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2285186.250000 Penalty: 4965.898926
	Iteration 18Q: 3 clusters Score -2285186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2285206.000000 Penalty: 4965.898926
	Iteration 19Q: 3 clusters Score -2285206 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2285225.000000 Penalty: 4965.898926
	Iteration 20F: 3 clusters Score -2285225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2285234.250000 Penalty: 4965.898926
	Iteration 21Q: 3 clusters Score -2285234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2285255.000000 Penalty: 4965.898926
	Iteration 22Q: 3 clusters Score -2285255 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2285268.000000 Penalty: 4965.898926
	Iteration 23Q: 3 clusters Score -2285268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2285267.750000 Penalty: 4965.898926
	Iteration 24Q: 3 clusters Score -2285268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2285281.000000 Penalty: 4965.898926
	Iteration 25Q: 3 clusters Score -2285281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2285302.250000 Penalty: 4965.898926
	Iteration 26Q: 3 clusters Score -2285302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2285310.250000 Penalty: 4965.898926
	Iteration 27Q: 3 clusters Score -2285310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2285328.000000 Penalty: 4965.898926
	Iteration 28Q: 3 clusters Score -2285328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2285342.000000 Penalty: 4965.898926
	Iteration 29Q: 3 clusters Score -2285342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2285363.250000 Penalty: 4965.898926
	Iteration 30Q: 3 clusters Score -2285363 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2285389.500000 Penalty: 4965.898926
	Iteration 31Q: 3 clusters Score -2285390 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2285434.250000 Penalty: 4965.898926
	Iteration 32Q: 3 clusters Score -2285434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2285452.000000 Penalty: 4965.898926
	Iteration 33Q: 3 clusters Score -2285452 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2285505.000000 Penalty: 4965.898926
	Iteration 34Q: 3 clusters Score -2285505 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2285544.500000 Penalty: 4965.898926
	Iteration 35Q: 3 clusters Score -2285544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2285592.500000 Penalty: 4965.898926
	Iteration 36Q: 3 clusters Score -2285592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2285643.750000 Penalty: 4965.898926
	Iteration 37Q: 3 clusters Score -2285644 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2285702.000000 Penalty: 4965.898926
	Iteration 38Q: 3 clusters Score -2285702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2285765.000000 Penalty: 4965.898926
	Iteration 39Q: 3 clusters Score -2285765 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2285827.750000 Penalty: 4965.898926
	Iteration 40F: 3 clusters Score -2285828 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2285900.000000 Penalty: 4965.898926
	Iteration 41Q: 3 clusters Score -2285900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2285985.500000 Penalty: 4965.898926
	Iteration 42Q: 3 clusters Score -2285986 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2286083.500000 Penalty: 4965.898926
	Iteration 43Q: 3 clusters Score -2286084 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2286168.250000 Penalty: 4965.898926
	Iteration 44Q: 3 clusters Score -2286168 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2286264.750000 Penalty: 4965.898926
	Iteration 45Q: 3 clusters Score -2286265 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2286363.250000 Penalty: 4965.898926
	Iteration 46Q: 3 clusters Score -2286363 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2286470.750000 Penalty: 4965.898926
	Iteration 47Q: 3 clusters Score -2286471 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2286601.000000 Penalty: 4965.898926
	Iteration 48Q: 3 clusters Score -2286601 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2286714.750000 Penalty: 4965.898926
	Iteration 49Q: 3 clusters Score -2286715 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2286801.000000 Penalty: 4965.898926
	Iteration 50Q: 3 clusters Score -2286801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2286883.250000 Penalty: 4965.898926
	Iteration 51Q: 3 clusters Score -2286883 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2286960.000000 Penalty: 4965.898926
	Iteration 52Q: 3 clusters Score -2286960 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2287026.250000 Penalty: 4965.898926
	Iteration 53Q: 3 clusters Score -2287026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2287073.500000 Penalty: 4965.898926
	Iteration 54Q: 3 clusters Score -2287074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2287122.500000 Penalty: 4965.898926
	Iteration 55Q: 3 clusters Score -2287122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2287169.750000 Penalty: 4965.898926
	Iteration 56Q: 3 clusters Score -2287170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2287213.000000 Penalty: 4965.898926
	Iteration 57Q: 3 clusters Score -2287213 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2287261.750000 Penalty: 4965.898926
	Iteration 58Q: 3 clusters Score -2287262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2287310.500000 Penalty: 4965.898926
	Iteration 59Q: 3 clusters Score -2287310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2287356.500000 Penalty: 4965.898926
	Iteration 60F: 3 clusters Score -2287356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2287404.500000 Penalty: 4965.898926
	Iteration 61Q: 3 clusters Score -2287404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2287467.250000 Penalty: 4965.898926
	Iteration 62Q: 3 clusters Score -2287467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2287507.000000 Penalty: 4965.898926
	Iteration 63Q: 3 clusters Score -2287507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2287551.500000 Penalty: 4965.898926
	Iteration 64Q: 3 clusters Score -2287552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2287581.000000 Penalty: 4965.898926
	Iteration 65Q: 3 clusters Score -2287581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2287617.500000 Penalty: 4965.898926
	Iteration 66Q: 3 clusters Score -2287618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2287640.000000 Penalty: 4965.898926
	Iteration 67Q: 3 clusters Score -2287640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2287666.250000 Penalty: 4965.898926
	Iteration 68Q: 3 clusters Score -2287666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2287679.250000 Penalty: 4965.898926
	Iteration 69Q: 3 clusters Score -2287679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2287686.000000 Penalty: 4965.898926
	Iteration 70Q: 3 clusters Score -2287686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2287694.250000 Penalty: 4965.898926
	Iteration 71Q: 3 clusters Score -2287694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2287696.500000 Penalty: 4965.898926
	Iteration 72Q: 3 clusters Score -2287696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2287702.000000 Penalty: 4965.898926
	Iteration 73Q: 3 clusters Score -2287702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2287701.000000 Penalty: 4965.898926
	Iteration 74Q: 3 clusters Score -2287701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2287702.500000 Penalty: 4965.898926
	Iteration 75Q: 3 clusters Score -2287702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2287704.750000 Penalty: 4965.898926
	Iteration 76Q: 3 clusters Score -2287705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2287705.000000 Penalty: 4965.898926
	Iteration 77Q: 3 clusters Score -2287705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2287706.750000 Penalty: 4965.898926
	Iteration 78Q: 3 clusters Score -2287707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2287708.000000 Penalty: 4965.898926
	Iteration 79Q: 3 clusters Score -2287708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2287707.500000 Penalty: 4965.898926
	Iteration 80F: 3 clusters Score -2287708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2287709.000000 Penalty: 4965.898926
	Iteration 81Q: 3 clusters Score -2287709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2287709.000000 Penalty: 4965.898926
	Iteration 82F: 3 clusters Score -2287709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Entering Unmasked Estep 
Score: -9745465.000000 Penalty: 2855.787842
	Iteration 0F: 2 clusters Score -9745465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -9678431.000000 Penalty: 5711.575684
	Iteration 0F: 3 clusters Score -9678431 nChanged 47525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -9706603.000000 Penalty: 5711.575684
	Iteration 1F: 3 clusters Score -9706603 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -9708901.000000 Penalty: 5711.575684
	Iteration 2F: 3 clusters Score -9708901 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -9711930.000000 Penalty: 5711.575684
	Iteration 3F: 3 clusters Score -9711930 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -9715601.000000 Penalty: 5711.575684
	Iteration 4F: 3 clusters Score -9715601 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -9719133.000000 Penalty: 5711.575684
	Iteration 5F: 3 clusters Score -9719133 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -9721960.000000 Penalty: 5711.575684
	Iteration 6F: 3 clusters Score -9721960 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -9724099.000000 Penalty: 5711.575684
	Iteration 7Q: 3 clusters Score -9724099 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -9725415.000000 Penalty: 5711.575684
	Iteration 8Q: 3 clusters Score -9725415 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -9726288.000000 Penalty: 5711.575684
	Iteration 9Q: 3 clusters Score -9726288 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -9726744.000000 Penalty: 5711.575684
	Iteration 10Q: 3 clusters Score -9726744 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -9727259.000000 Penalty: 5711.575684
	Iteration 11Q: 3 clusters Score -9727259 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -9727697.000000 Penalty: 5711.575684
	Iteration 12Q: 3 clusters Score -9727697 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -9728131.000000 Penalty: 5711.575684
	Iteration 13Q: 3 clusters Score -9728131 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -9728612.000000 Penalty: 5711.575684
	Iteration 14Q: 3 clusters Score -9728612 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -9729237.000000 Penalty: 5711.575684
	Iteration 15Q: 3 clusters Score -9729237 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -9730021.000000 Penalty: 5711.575684
	Iteration 16Q: 3 clusters Score -9730021 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -9730677.000000 Penalty: 5711.575684
	Iteration 17Q: 3 clusters Score -9730677 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -9731355.000000 Penalty: 5711.575684
	Iteration 18Q: 3 clusters Score -9731355 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -9731899.000000 Penalty: 5711.575684
	Iteration 19Q: 3 clusters Score -9731899 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -9732373.000000 Penalty: 5711.575684
	Iteration 20F: 3 clusters Score -9732373 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -9732741.000000 Penalty: 5711.575684
	Iteration 21Q: 3 clusters Score -9732741 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -9733106.000000 Penalty: 5711.575684
	Iteration 22Q: 3 clusters Score -9733106 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9733428.000000 Penalty: 5711.575684
	Iteration 23Q: 3 clusters Score -9733428 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -9733766.000000 Penalty: 5711.575684
	Iteration 24Q: 3 clusters Score -9733766 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -9734210.000000 Penalty: 5711.575684
	Iteration 25Q: 3 clusters Score -9734210 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9734578.000000 Penalty: 5711.575684
	Iteration 26Q: 3 clusters Score -9734578 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -9734973.000000 Penalty: 5711.575684
	Iteration 27Q: 3 clusters Score -9734973 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -9735363.000000 Penalty: 5711.575684
	Iteration 28Q: 3 clusters Score -9735363 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -9735708.000000 Penalty: 5711.575684
	Iteration 29Q: 3 clusters Score -9735708 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -9736052.000000 Penalty: 5711.575684
	Iteration 30Q: 3 clusters Score -9736052 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -9736378.000000 Penalty: 5711.575684
	Iteration 31Q: 3 clusters Score -9736378 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -9736754.000000 Penalty: 5711.575684
	Iteration 32Q: 3 clusters Score -9736754 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -9737146.000000 Penalty: 5711.575684
	Iteration 33Q: 3 clusters Score -9737146 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -9737503.000000 Penalty: 5711.575684
	Iteration 34Q: 3 clusters Score -9737503 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -9737921.000000 Penalty: 5711.575684
	Iteration 35Q: 3 clusters Score -9737921 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -9738342.000000 Penalty: 5711.575684
	Iteration 36Q: 3 clusters Score -9738342 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -9738769.000000 Penalty: 5711.575684
	Iteration 37Q: 3 clusters Score -9738769 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -9739102.000000 Penalty: 5711.575684
	Iteration 38Q: 3 clusters Score -9739102 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -9739385.000000 Penalty: 5711.575684
	Iteration 39Q: 3 clusters Score -9739385 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -9739716.000000 Penalty: 5711.575684
	Iteration 40F: 3 clusters Score -9739716 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -9740165.000000 Penalty: 5711.575684
	Iteration 41Q: 3 clusters Score -9740165 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -9740512.000000 Penalty: 5711.575684
	Iteration 42Q: 3 clusters Score -9740512 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -9740866.000000 Penalty: 5711.575684
	Iteration 43Q: 3 clusters Score -9740866 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9741137.000000 Penalty: 5711.575684
	Iteration 44Q: 3 clusters Score -9741137 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9741432.000000 Penalty: 5711.575684
	Iteration 45Q: 3 clusters Score -9741432 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -9741679.000000 Penalty: 5711.575684
	Iteration 46Q: 3 clusters Score -9741679 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9741849.000000 Penalty: 5711.575684
	Iteration 47Q: 3 clusters Score -9741849 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9742048.000000 Penalty: 5711.575684
	Iteration 48Q: 3 clusters Score -9742048 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9742244.000000 Penalty: 5711.575684
	Iteration 49Q: 3 clusters Score -9742244 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9742359.000000 Penalty: 5711.575684
	Iteration 50Q: 3 clusters Score -9742359 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9742507.000000 Penalty: 5711.575684
	Iteration 51Q: 3 clusters Score -9742507 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9742619.000000 Penalty: 5711.575684
	Iteration 52Q: 3 clusters Score -9742619 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9742719.000000 Penalty: 5711.575684
	Iteration 53Q: 3 clusters Score -9742719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9742783.000000 Penalty: 5711.575684
	Iteration 54Q: 3 clusters Score -9742783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9742823.000000 Penalty: 5711.575684
	Iteration 55Q: 3 clusters Score -9742823 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9742887.000000 Penalty: 5711.575684
	Iteration 56Q: 3 clusters Score -9742887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9742940.000000 Penalty: 5711.575684
	Iteration 57Q: 3 clusters Score -9742940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9742960.000000 Penalty: 5711.575684
	Iteration 58Q: 3 clusters Score -9742960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9742963.000000 Penalty: 5711.575684
	Iteration 59Q: 3 clusters Score -9742963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9742971.000000 Penalty: 5711.575684
	Iteration 60F: 3 clusters Score -9742971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9743000.000000 Penalty: 5711.575684
	Iteration 61Q: 3 clusters Score -9743000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9743033.000000 Penalty: 5711.575684
	Iteration 62Q: 3 clusters Score -9743033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9743057.000000 Penalty: 5711.575684
	Iteration 63Q: 3 clusters Score -9743057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9743092.000000 Penalty: 5711.575684
	Iteration 64Q: 3 clusters Score -9743092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9743103.000000 Penalty: 5711.575684
	Iteration 65Q: 3 clusters Score -9743103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9743099.000000 Penalty: 5711.575684
	Iteration 66Q: 3 clusters Score -9743099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9743094.000000 Penalty: 5711.575684
	Iteration 67Q: 3 clusters Score -9743094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9743087.000000 Penalty: 5711.575684
	Iteration 68Q: 3 clusters Score -9743087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9743106.000000 Penalty: 5711.575684
	Iteration 69Q: 3 clusters Score -9743106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9743111.000000 Penalty: 5711.575684
	Iteration 70Q: 3 clusters Score -9743111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9743117.000000 Penalty: 5711.575684
	Iteration 71Q: 3 clusters Score -9743117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9743111.000000 Penalty: 5711.575684
	Iteration 72Q: 3 clusters Score -9743111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9743111.000000 Penalty: 5711.575684
	Iteration 73Q: 3 clusters Score -9743111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9743119.000000 Penalty: 5711.575684
	Iteration 74Q: 3 clusters Score -9743119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9743113.000000 Penalty: 5711.575684
	Iteration 75Q: 3 clusters Score -9743113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9743114.000000 Penalty: 5711.575684
	Iteration 76Q: 3 clusters Score -9743114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9743116.000000 Penalty: 5711.575684
	Iteration 77Q: 3 clusters Score -9743116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9743118.000000 Penalty: 5711.575684
	Iteration 78Q: 3 clusters Score -9743118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9743118.000000 Penalty: 5711.575684
	Iteration 79F: 3 clusters Score -9743118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -1584766.000000 Penalty: 2411.002930
	Iteration 0F: 2 clusters Score -1584766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1572880.875000 Penalty: 4822.005859
	Iteration 0F: 3 clusters Score -1572881 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1576856.875000 Penalty: 4822.005859
	Iteration 1F: 3 clusters Score -1576857 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1577392.625000 Penalty: 4822.005859
	Iteration 2F: 3 clusters Score -1577393 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1577945.625000 Penalty: 4822.005859
	Iteration 3F: 3 clusters Score -1577946 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1578521.750000 Penalty: 4822.005859
	Iteration 4F: 3 clusters Score -1578522 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1579103.625000 Penalty: 4822.005859
	Iteration 5F: 3 clusters Score -1579104 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1579704.500000 Penalty: 4822.005859
	Iteration 6F: 3 clusters Score -1579704 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1580330.875000 Penalty: 4822.005859
	Iteration 7F: 3 clusters Score -1580331 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1580913.000000 Penalty: 4822.005859
	Iteration 8F: 3 clusters Score -1580913 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1581467.750000 Penalty: 4822.005859
	Iteration 9Q: 3 clusters Score -1581468 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1582045.875000 Penalty: 4822.005859
	Iteration 10Q: 3 clusters Score -1582046 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1582551.000000 Penalty: 4822.005859
	Iteration 11Q: 3 clusters Score -1582551 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1582954.500000 Penalty: 4822.005859
	Iteration 12Q: 3 clusters Score -1582954 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1583301.250000 Penalty: 4822.005859
	Iteration 13Q: 3 clusters Score -1583301 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1583678.875000 Penalty: 4822.005859
	Iteration 14Q: 3 clusters Score -1583679 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1584201.500000 Penalty: 4822.005859
	Iteration 15Q: 3 clusters Score -1584202 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1584733.000000 Penalty: 4822.005859
	Iteration 16Q: 3 clusters Score -1584733 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1585045.875000 Penalty: 4822.005859
	Iteration 17Q: 3 clusters Score -1585046 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1585167.875000 Penalty: 4822.005859
	Iteration 18Q: 3 clusters Score -1585168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1585206.375000 Penalty: 4822.005859
	Iteration 19Q: 3 clusters Score -1585206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1585228.125000 Penalty: 4822.005859
	Iteration 20F: 3 clusters Score -1585228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1585241.250000 Penalty: 4822.005859
	Iteration 21Q: 3 clusters Score -1585241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1585248.375000 Penalty: 4822.005859
	Iteration 22Q: 3 clusters Score -1585248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1585248.375000 Penalty: 4822.005859
	Iteration 23Q: 3 clusters Score -1585248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1585249.000000 Penalty: 4822.005859
	Iteration 24Q: 3 clusters Score -1585249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1585246.875000 Penalty: 4822.005859
	Iteration 25Q: 3 clusters Score -1585247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1585253.625000 Penalty: 4822.005859
	Iteration 26Q: 3 clusters Score -1585254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1585257.375000 Penalty: 4822.005859
	Iteration 27Q: 3 clusters Score -1585257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1585263.250000 Penalty: 4822.005859
	Iteration 28Q: 3 clusters Score -1585263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1585262.750000 Penalty: 4822.005859
	Iteration 29Q: 3 clusters Score -1585263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1585263.375000 Penalty: 4822.005859
	Iteration 30Q: 3 clusters Score -1585263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1585266.875000 Penalty: 4822.005859
	Iteration 31Q: 3 clusters Score -1585267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1585269.750000 Penalty: 4822.005859
	Iteration 32Q: 3 clusters Score -1585270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1585272.500000 Penalty: 4822.005859
	Iteration 33Q: 3 clusters Score -1585272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1585275.375000 Penalty: 4822.005859
	Iteration 34Q: 3 clusters Score -1585275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1585274.625000 Penalty: 4822.005859
	Iteration 35Q: 3 clusters Score -1585275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1585273.000000 Penalty: 4822.005859
	Iteration 36Q: 3 clusters Score -1585273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1585270.125000 Penalty: 4822.005859
	Iteration 37Q: 3 clusters Score -1585270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1585274.500000 Penalty: 4822.005859
	Iteration 38Q: 3 clusters Score -1585274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1585271.875000 Penalty: 4822.005859
	Iteration 39Q: 3 clusters Score -1585272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1585273.750000 Penalty: 4822.005859
	Iteration 40F: 3 clusters Score -1585274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1585275.125000 Penalty: 4822.005859
	Iteration 41Q: 3 clusters Score -1585275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1585273.250000 Penalty: 4822.005859
	Iteration 42Q: 3 clusters Score -1585273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1585277.750000 Penalty: 4822.005859
	Iteration 43Q: 3 clusters Score -1585278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1585274.125000 Penalty: 4822.005859
	Iteration 44Q: 3 clusters Score -1585274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1585275.875000 Penalty: 4822.005859
	Iteration 45Q: 3 clusters Score -1585276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1585275.625000 Penalty: 4822.005859
	Iteration 46Q: 3 clusters Score -1585276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1585274.750000 Penalty: 4822.005859
	Iteration 47Q: 3 clusters Score -1585275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1585276.375000 Penalty: 4822.005859
	Iteration 48Q: 3 clusters Score -1585276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1585277.500000 Penalty: 4822.005859
	Iteration 49Q: 3 clusters Score -1585278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1585277.125000 Penalty: 4822.005859
	Iteration 50Q: 3 clusters Score -1585277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1585277.125000 Penalty: 4822.005859
	Iteration 51F: 3 clusters Score -1585277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 64281 members 
Mstep: Class 5 contains 22704 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12703 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 40195 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100235 members 
Mstep: Class 18 contains 10624 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 5839 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7054 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 5071 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28775 members 
Mstep: Class 35 contains 33632 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14898 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Mstep: Class 46 contains 6053 members 
Entering Unmasked Estep 
Score: -58953956.000000 Penalty: 152269.187500
Splitting cluster 18 changes total score from -58954408.000000 to -58953956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (11064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Entering Unmasked Estep 
Score: -1111530.125000 Penalty: 2309.239990
	Iteration 0F: 2 clusters Score -1111530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1103150.250000 Penalty: 4618.479980
	Iteration 0F: 3 clusters Score -1103150 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1105706.625000 Penalty: 4618.479980
	Iteration 1F: 3 clusters Score -1105707 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1106141.250000 Penalty: 4618.479980
	Iteration 2F: 3 clusters Score -1106141 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1106565.875000 Penalty: 4618.479980
	Iteration 3F: 3 clusters Score -1106566 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1107145.625000 Penalty: 4618.479980
	Iteration 4F: 3 clusters Score -1107146 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1107825.250000 Penalty: 4618.479980
	Iteration 5F: 3 clusters Score -1107825 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1108251.625000 Penalty: 4618.479980
	Iteration 6F: 3 clusters Score -1108252 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1108459.875000 Penalty: 4618.479980
	Iteration 7Q: 3 clusters Score -1108460 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1108595.375000 Penalty: 4618.479980
	Iteration 8Q: 3 clusters Score -1108595 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1108686.625000 Penalty: 4618.479980
	Iteration 9Q: 3 clusters Score -1108687 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1108758.250000 Penalty: 4618.479980
	Iteration 10Q: 3 clusters Score -1108758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1108807.500000 Penalty: 4618.479980
	Iteration 11Q: 3 clusters Score -1108808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1108845.125000 Penalty: 4618.479980
	Iteration 12Q: 3 clusters Score -1108845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1108880.125000 Penalty: 4618.479980
	Iteration 13Q: 3 clusters Score -1108880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1108919.625000 Penalty: 4618.479980
	Iteration 14Q: 3 clusters Score -1108920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1108954.375000 Penalty: 4618.479980
	Iteration 15Q: 3 clusters Score -1108954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1108993.875000 Penalty: 4618.479980
	Iteration 16Q: 3 clusters Score -1108994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1109039.125000 Penalty: 4618.479980
	Iteration 17Q: 3 clusters Score -1109039 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1109094.875000 Penalty: 4618.479980
	Iteration 18Q: 3 clusters Score -1109095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1109146.875000 Penalty: 4618.479980
	Iteration 19Q: 3 clusters Score -1109147 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1109197.875000 Penalty: 4618.479980
	Iteration 20F: 3 clusters Score -1109198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1109246.125000 Penalty: 4618.479980
	Iteration 21Q: 3 clusters Score -1109246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1109296.875000 Penalty: 4618.479980
	Iteration 22Q: 3 clusters Score -1109297 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1109355.875000 Penalty: 4618.479980
	Iteration 23Q: 3 clusters Score -1109356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1109420.875000 Penalty: 4618.479980
	Iteration 24Q: 3 clusters Score -1109421 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1109486.750000 Penalty: 4618.479980
	Iteration 25Q: 3 clusters Score -1109487 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1109543.625000 Penalty: 4618.479980
	Iteration 26Q: 3 clusters Score -1109544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1109593.000000 Penalty: 4618.479980
	Iteration 27Q: 3 clusters Score -1109593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1109633.625000 Penalty: 4618.479980
	Iteration 28Q: 3 clusters Score -1109634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1109673.625000 Penalty: 4618.479980
	Iteration 29Q: 3 clusters Score -1109674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1109719.625000 Penalty: 4618.479980
	Iteration 30Q: 3 clusters Score -1109720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1109763.375000 Penalty: 4618.479980
	Iteration 31Q: 3 clusters Score -1109763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1109813.250000 Penalty: 4618.479980
	Iteration 32Q: 3 clusters Score -1109813 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1109858.000000 Penalty: 4618.479980
	Iteration 33Q: 3 clusters Score -1109858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1109898.250000 Penalty: 4618.479980
	Iteration 34Q: 3 clusters Score -1109898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1109947.250000 Penalty: 4618.479980
	Iteration 35Q: 3 clusters Score -1109947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1110003.000000 Penalty: 4618.479980
	Iteration 36Q: 3 clusters Score -1110003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1110055.500000 Penalty: 4618.479980
	Iteration 37Q: 3 clusters Score -1110056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1110109.500000 Penalty: 4618.479980
	Iteration 38Q: 3 clusters Score -1110110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1110162.250000 Penalty: 4618.479980
	Iteration 39Q: 3 clusters Score -1110162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1110216.750000 Penalty: 4618.479980
	Iteration 40F: 3 clusters Score -1110217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1110256.125000 Penalty: 4618.479980
	Iteration 41Q: 3 clusters Score -1110256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1110283.250000 Penalty: 4618.479980
	Iteration 42Q: 3 clusters Score -1110283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1110297.625000 Penalty: 4618.479980
	Iteration 43Q: 3 clusters Score -1110298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1110305.000000 Penalty: 4618.479980
	Iteration 44Q: 3 clusters Score -1110305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1110307.750000 Penalty: 4618.479980
	Iteration 45Q: 3 clusters Score -1110308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1110307.500000 Penalty: 4618.479980
	Iteration 46Q: 3 clusters Score -1110308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1110309.875000 Penalty: 4618.479980
	Iteration 47Q: 3 clusters Score -1110310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1110310.875000 Penalty: 4618.479980
	Iteration 48Q: 3 clusters Score -1110311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1110311.125000 Penalty: 4618.479980
	Iteration 49Q: 3 clusters Score -1110311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1110310.250000 Penalty: 4618.479980
	Iteration 50Q: 3 clusters Score -1110310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1110310.250000 Penalty: 4618.479980
	Iteration 51F: 3 clusters Score -1110310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1124629.000000 Penalty: 2343.030273
	Iteration 0F: 2 clusters Score -1124629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1115296.750000 Penalty: 4686.060547
	Iteration 0F: 3 clusters Score -1115297 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1118354.125000 Penalty: 4686.060547
	Iteration 1F: 3 clusters Score -1118354 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1118988.750000 Penalty: 4686.060547
	Iteration 2F: 3 clusters Score -1118989 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1119651.250000 Penalty: 4686.060547
	Iteration 3F: 3 clusters Score -1119651 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1120416.875000 Penalty: 4686.060547
	Iteration 4F: 3 clusters Score -1120417 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1121222.625000 Penalty: 4686.060547
	Iteration 5F: 3 clusters Score -1121223 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1121864.625000 Penalty: 4686.060547
	Iteration 6F: 3 clusters Score -1121865 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1122307.875000 Penalty: 4686.060547
	Iteration 7Q: 3 clusters Score -1122308 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1122608.125000 Penalty: 4686.060547
	Iteration 8Q: 3 clusters Score -1122608 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1122812.375000 Penalty: 4686.060547
	Iteration 9Q: 3 clusters Score -1122812 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1122947.375000 Penalty: 4686.060547
	Iteration 10Q: 3 clusters Score -1122947 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1123052.250000 Penalty: 4686.060547
	Iteration 11Q: 3 clusters Score -1123052 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1123126.625000 Penalty: 4686.060547
	Iteration 12Q: 3 clusters Score -1123127 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1123183.625000 Penalty: 4686.060547
	Iteration 13Q: 3 clusters Score -1123184 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1123239.125000 Penalty: 4686.060547
	Iteration 14Q: 3 clusters Score -1123239 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1123279.375000 Penalty: 4686.060547
	Iteration 15Q: 3 clusters Score -1123279 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1123316.125000 Penalty: 4686.060547
	Iteration 16Q: 3 clusters Score -1123316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1123346.375000 Penalty: 4686.060547
	Iteration 17Q: 3 clusters Score -1123346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1123373.250000 Penalty: 4686.060547
	Iteration 18Q: 3 clusters Score -1123373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1123397.125000 Penalty: 4686.060547
	Iteration 19Q: 3 clusters Score -1123397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1123423.125000 Penalty: 4686.060547
	Iteration 20F: 3 clusters Score -1123423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1123449.875000 Penalty: 4686.060547
	Iteration 21Q: 3 clusters Score -1123450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1123471.625000 Penalty: 4686.060547
	Iteration 22Q: 3 clusters Score -1123472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1123493.750000 Penalty: 4686.060547
	Iteration 23Q: 3 clusters Score -1123494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1123517.750000 Penalty: 4686.060547
	Iteration 24Q: 3 clusters Score -1123518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1123534.125000 Penalty: 4686.060547
	Iteration 25Q: 3 clusters Score -1123534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1123542.625000 Penalty: 4686.060547
	Iteration 26Q: 3 clusters Score -1123543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1123558.250000 Penalty: 4686.060547
	Iteration 27Q: 3 clusters Score -1123558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1123565.625000 Penalty: 4686.060547
	Iteration 28Q: 3 clusters Score -1123566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1123578.000000 Penalty: 4686.060547
	Iteration 29Q: 3 clusters Score -1123578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1123585.625000 Penalty: 4686.060547
	Iteration 30Q: 3 clusters Score -1123586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1123593.625000 Penalty: 4686.060547
	Iteration 31Q: 3 clusters Score -1123594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1123600.875000 Penalty: 4686.060547
	Iteration 32Q: 3 clusters Score -1123601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1123607.625000 Penalty: 4686.060547
	Iteration 33Q: 3 clusters Score -1123608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1123612.625000 Penalty: 4686.060547
	Iteration 34Q: 3 clusters Score -1123613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1123615.750000 Penalty: 4686.060547
	Iteration 35Q: 3 clusters Score -1123616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1123618.375000 Penalty: 4686.060547
	Iteration 36Q: 3 clusters Score -1123618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1123622.875000 Penalty: 4686.060547
	Iteration 37Q: 3 clusters Score -1123623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1123626.125000 Penalty: 4686.060547
	Iteration 38Q: 3 clusters Score -1123626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1123629.375000 Penalty: 4686.060547
	Iteration 39Q: 3 clusters Score -1123629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1123636.250000 Penalty: 4686.060547
	Iteration 40F: 3 clusters Score -1123636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1123640.750000 Penalty: 4686.060547
	Iteration 41Q: 3 clusters Score -1123641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1123642.875000 Penalty: 4686.060547
	Iteration 42Q: 3 clusters Score -1123643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1123645.625000 Penalty: 4686.060547
	Iteration 43Q: 3 clusters Score -1123646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1123644.500000 Penalty: 4686.060547
	Iteration 44Q: 3 clusters Score -1123644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1123644.500000 Penalty: 4686.060547
	Iteration 45Q: 3 clusters Score -1123644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1123643.875000 Penalty: 4686.060547
	Iteration 46Q: 3 clusters Score -1123644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1123644.875000 Penalty: 4686.060547
	Iteration 47Q: 3 clusters Score -1123645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1123647.250000 Penalty: 4686.060547
	Iteration 48Q: 3 clusters Score -1123647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1123649.250000 Penalty: 4686.060547
	Iteration 49Q: 3 clusters Score -1123649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1123655.250000 Penalty: 4686.060547
	Iteration 50Q: 3 clusters Score -1123655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1123654.375000 Penalty: 4686.060547
	Iteration 51Q: 3 clusters Score -1123654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1123656.125000 Penalty: 4686.060547
	Iteration 52Q: 3 clusters Score -1123656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1123657.375000 Penalty: 4686.060547
	Iteration 53Q: 3 clusters Score -1123657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1123656.625000 Penalty: 4686.060547
	Iteration 54Q: 3 clusters Score -1123657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1123658.375000 Penalty: 4686.060547
	Iteration 55Q: 3 clusters Score -1123658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1123657.500000 Penalty: 4686.060547
	Iteration 56Q: 3 clusters Score -1123658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1123659.250000 Penalty: 4686.060547
	Iteration 57Q: 3 clusters Score -1123659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1123657.125000 Penalty: 4686.060547
	Iteration 58Q: 3 clusters Score -1123657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1123657.875000 Penalty: 4686.060547
	Iteration 59Q: 3 clusters Score -1123658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1123657.500000 Penalty: 4686.060547
	Iteration 60F: 3 clusters Score -1123658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Entering Unmasked Estep 
Score: -1451660.500000 Penalty: 2376.483154
	Iteration 0F: 2 clusters Score -1451660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1441143.625000 Penalty: 4752.966309
	Iteration 0F: 3 clusters Score -1441144 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1444531.250000 Penalty: 4752.966309
	Iteration 1F: 3 clusters Score -1444531 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1444925.000000 Penalty: 4752.966309
	Iteration 2F: 3 clusters Score -1444925 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1445193.375000 Penalty: 4752.966309
	Iteration 3Q: 3 clusters Score -1445193 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1445456.625000 Penalty: 4752.966309
	Iteration 4Q: 3 clusters Score -1445457 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1445749.250000 Penalty: 4752.966309
	Iteration 5Q: 3 clusters Score -1445749 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1446073.500000 Penalty: 4752.966309
	Iteration 6Q: 3 clusters Score -1446074 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1446477.875000 Penalty: 4752.966309
	Iteration 7Q: 3 clusters Score -1446478 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1446922.000000 Penalty: 4752.966309
	Iteration 8Q: 3 clusters Score -1446922 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1447394.875000 Penalty: 4752.966309
	Iteration 9Q: 3 clusters Score -1447395 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1447853.500000 Penalty: 4752.966309
	Iteration 10Q: 3 clusters Score -1447854 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1448252.250000 Penalty: 4752.966309
	Iteration 11Q: 3 clusters Score -1448252 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1448603.750000 Penalty: 4752.966309
	Iteration 12Q: 3 clusters Score -1448604 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1448863.000000 Penalty: 4752.966309
	Iteration 13Q: 3 clusters Score -1448863 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1449073.125000 Penalty: 4752.966309
	Iteration 14Q: 3 clusters Score -1449073 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1449232.875000 Penalty: 4752.966309
	Iteration 15Q: 3 clusters Score -1449233 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1449359.875000 Penalty: 4752.966309
	Iteration 16Q: 3 clusters Score -1449360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1449454.625000 Penalty: 4752.966309
	Iteration 17Q: 3 clusters Score -1449455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1449506.125000 Penalty: 4752.966309
	Iteration 18Q: 3 clusters Score -1449506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1449547.250000 Penalty: 4752.966309
	Iteration 19Q: 3 clusters Score -1449547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1449578.875000 Penalty: 4752.966309
	Iteration 20F: 3 clusters Score -1449579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1449605.750000 Penalty: 4752.966309
	Iteration 21Q: 3 clusters Score -1449606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1449626.250000 Penalty: 4752.966309
	Iteration 22Q: 3 clusters Score -1449626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1449640.750000 Penalty: 4752.966309
	Iteration 23Q: 3 clusters Score -1449641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1449651.750000 Penalty: 4752.966309
	Iteration 24Q: 3 clusters Score -1449652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1449660.000000 Penalty: 4752.966309
	Iteration 25Q: 3 clusters Score -1449660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1449669.125000 Penalty: 4752.966309
	Iteration 26Q: 3 clusters Score -1449669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1449672.500000 Penalty: 4752.966309
	Iteration 27Q: 3 clusters Score -1449672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1449676.125000 Penalty: 4752.966309
	Iteration 28Q: 3 clusters Score -1449676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1449676.250000 Penalty: 4752.966309
	Iteration 29Q: 3 clusters Score -1449676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1449678.750000 Penalty: 4752.966309
	Iteration 30Q: 3 clusters Score -1449679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1449678.375000 Penalty: 4752.966309
	Iteration 31Q: 3 clusters Score -1449678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1449682.750000 Penalty: 4752.966309
	Iteration 32Q: 3 clusters Score -1449683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1449680.875000 Penalty: 4752.966309
	Iteration 33Q: 3 clusters Score -1449681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1449680.875000 Penalty: 4752.966309
	Iteration 34F: 3 clusters Score -1449681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -470446.343750 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -470446.3 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 2564 members 
Entering Unmasked Estep 
Score: -465801.562500 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -465801.6 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -467072.781250 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -467072.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -467352.625000 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -467352.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -467555.125000 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -467555.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -467748.593750 Penalty: 4247.498047
	Iteration 4Q: 3 clusters Score -467748.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -467909.125000 Penalty: 4247.498047
	Iteration 5Q: 3 clusters Score -467909.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -468040.156250 Penalty: 4247.498047
	Iteration 6Q: 3 clusters Score -468040.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -468172.062500 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -468172.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -468305.687500 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -468305.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -468427.562500 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -468427.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -468532.875000 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -468532.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -468654.656250 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -468654.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -468755.531250 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -468755.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -468889.218750 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -468889.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -469021.500000 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -469021.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -469143.343750 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -469143.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -469242.843750 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -469242.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -469314.968750 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -469315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -469371.593750 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -469371.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -469435.281250 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -469435.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -469487.406250 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -469487.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -469545.343750 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -469545.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -469594.343750 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -469594.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -469633.812500 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -469633.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -469672.156250 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -469672.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -469711.312500 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -469711.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -469754.187500 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -469754.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -469793.562500 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -469793.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -469834.531250 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -469834.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -469869.468750 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -469869.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -469907.000000 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -469907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -469930.312500 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -469930.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -469953.937500 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -469953.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -469972.968750 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -469973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -469991.343750 Penalty: 4247.498047
	Iteration 34Q: 3 clusters Score -469991.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -470003.968750 Penalty: 4247.498047
	Iteration 35Q: 3 clusters Score -470004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -470016.562500 Penalty: 4247.498047
	Iteration 36Q: 3 clusters Score -470016.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -470023.718750 Penalty: 4247.498047
	Iteration 37Q: 3 clusters Score -470023.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -470029.500000 Penalty: 4247.498047
	Iteration 38Q: 3 clusters Score -470029.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -470035.187500 Penalty: 4247.498047
	Iteration 39Q: 3 clusters Score -470035.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -470040.593750 Penalty: 4247.498047
	Iteration 40F: 3 clusters Score -470040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -470045.125000 Penalty: 4247.498047
	Iteration 41Q: 3 clusters Score -470045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -470049.531250 Penalty: 4247.498047
	Iteration 42Q: 3 clusters Score -470049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -470054.375000 Penalty: 4247.498047
	Iteration 43Q: 3 clusters Score -470054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -470056.906250 Penalty: 4247.498047
	Iteration 44Q: 3 clusters Score -470056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -470059.187500 Penalty: 4247.498047
	Iteration 45Q: 3 clusters Score -470059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -470061.281250 Penalty: 4247.498047
	Iteration 46Q: 3 clusters Score -470061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -470063.218750 Penalty: 4247.498047
	Iteration 47Q: 3 clusters Score -470063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -470063.750000 Penalty: 4247.498047
	Iteration 48Q: 3 clusters Score -470063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -470063.125000 Penalty: 4247.498047
	Iteration 49Q: 3 clusters Score -470063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -470064.093750 Penalty: 4247.498047
	Iteration 50Q: 3 clusters Score -470064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -470064.093750 Penalty: 4247.498047
	Iteration 51F: 3 clusters Score -470064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Entering Unmasked Estep 
Score: -2154158.500000 Penalty: 2479.724365
	Iteration 0F: 2 clusters Score -2154158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2138672.750000 Penalty: 4959.448730
	Iteration 0F: 3 clusters Score -2138673 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2144298.250000 Penalty: 4959.448730
	Iteration 1F: 3 clusters Score -2144298 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2144986.500000 Penalty: 4959.448730
	Iteration 2F: 3 clusters Score -2144986 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2145726.000000 Penalty: 4959.448730
	Iteration 3F: 3 clusters Score -2145726 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2146581.000000 Penalty: 4959.448730
	Iteration 4F: 3 clusters Score -2146581 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2147431.000000 Penalty: 4959.448730
	Iteration 5F: 3 clusters Score -2147431 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2148175.500000 Penalty: 4959.448730
	Iteration 6F: 3 clusters Score -2148176 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2148770.250000 Penalty: 4959.448730
	Iteration 7F: 3 clusters Score -2148770 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2149220.000000 Penalty: 4959.448730
	Iteration 8Q: 3 clusters Score -2149220 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2149530.250000 Penalty: 4959.448730
	Iteration 9Q: 3 clusters Score -2149530 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2149729.750000 Penalty: 4959.448730
	Iteration 10Q: 3 clusters Score -2149730 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2149887.000000 Penalty: 4959.448730
	Iteration 11Q: 3 clusters Score -2149887 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2150006.750000 Penalty: 4959.448730
	Iteration 12Q: 3 clusters Score -2150007 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2150091.250000 Penalty: 4959.448730
	Iteration 13Q: 3 clusters Score -2150091 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2150176.000000 Penalty: 4959.448730
	Iteration 14Q: 3 clusters Score -2150176 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2150225.000000 Penalty: 4959.448730
	Iteration 15Q: 3 clusters Score -2150225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2150269.250000 Penalty: 4959.448730
	Iteration 16Q: 3 clusters Score -2150269 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2150323.000000 Penalty: 4959.448730
	Iteration 17Q: 3 clusters Score -2150323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2150362.250000 Penalty: 4959.448730
	Iteration 18Q: 3 clusters Score -2150362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2150403.500000 Penalty: 4959.448730
	Iteration 19Q: 3 clusters Score -2150404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2150435.000000 Penalty: 4959.448730
	Iteration 20F: 3 clusters Score -2150435 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2150448.500000 Penalty: 4959.448730
	Iteration 21Q: 3 clusters Score -2150448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2150472.250000 Penalty: 4959.448730
	Iteration 22Q: 3 clusters Score -2150472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2150488.500000 Penalty: 4959.448730
	Iteration 23Q: 3 clusters Score -2150488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2150502.500000 Penalty: 4959.448730
	Iteration 24Q: 3 clusters Score -2150502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2150517.000000 Penalty: 4959.448730
	Iteration 25Q: 3 clusters Score -2150517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2150533.500000 Penalty: 4959.448730
	Iteration 26Q: 3 clusters Score -2150534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2150544.250000 Penalty: 4959.448730
	Iteration 27Q: 3 clusters Score -2150544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2150551.500000 Penalty: 4959.448730
	Iteration 28Q: 3 clusters Score -2150552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2150572.000000 Penalty: 4959.448730
	Iteration 29Q: 3 clusters Score -2150572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2150592.250000 Penalty: 4959.448730
	Iteration 30Q: 3 clusters Score -2150592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2150614.500000 Penalty: 4959.448730
	Iteration 31Q: 3 clusters Score -2150614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2150643.000000 Penalty: 4959.448730
	Iteration 32Q: 3 clusters Score -2150643 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2150653.750000 Penalty: 4959.448730
	Iteration 33Q: 3 clusters Score -2150654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2150675.500000 Penalty: 4959.448730
	Iteration 34Q: 3 clusters Score -2150676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2150694.750000 Penalty: 4959.448730
	Iteration 35Q: 3 clusters Score -2150695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2150715.250000 Penalty: 4959.448730
	Iteration 36Q: 3 clusters Score -2150715 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2150738.500000 Penalty: 4959.448730
	Iteration 37Q: 3 clusters Score -2150738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2150766.500000 Penalty: 4959.448730
	Iteration 38Q: 3 clusters Score -2150766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2150778.500000 Penalty: 4959.448730
	Iteration 39Q: 3 clusters Score -2150778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2150800.750000 Penalty: 4959.448730
	Iteration 40F: 3 clusters Score -2150801 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2150818.250000 Penalty: 4959.448730
	Iteration 41Q: 3 clusters Score -2150818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2150854.000000 Penalty: 4959.448730
	Iteration 42Q: 3 clusters Score -2150854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2150873.750000 Penalty: 4959.448730
	Iteration 43Q: 3 clusters Score -2150874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2150894.750000 Penalty: 4959.448730
	Iteration 44Q: 3 clusters Score -2150895 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2150920.250000 Penalty: 4959.448730
	Iteration 45Q: 3 clusters Score -2150920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2150940.750000 Penalty: 4959.448730
	Iteration 46Q: 3 clusters Score -2150941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2150967.000000 Penalty: 4959.448730
	Iteration 47Q: 3 clusters Score -2150967 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2150993.500000 Penalty: 4959.448730
	Iteration 48Q: 3 clusters Score -2150994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2151007.750000 Penalty: 4959.448730
	Iteration 49Q: 3 clusters Score -2151008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2151034.500000 Penalty: 4959.448730
	Iteration 50Q: 3 clusters Score -2151034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2151051.250000 Penalty: 4959.448730
	Iteration 51Q: 3 clusters Score -2151051 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2151070.250000 Penalty: 4959.448730
	Iteration 52Q: 3 clusters Score -2151070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2151084.250000 Penalty: 4959.448730
	Iteration 53Q: 3 clusters Score -2151084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2151111.750000 Penalty: 4959.448730
	Iteration 54Q: 3 clusters Score -2151112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2151140.750000 Penalty: 4959.448730
	Iteration 55Q: 3 clusters Score -2151141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2151161.750000 Penalty: 4959.448730
	Iteration 56Q: 3 clusters Score -2151162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2151192.000000 Penalty: 4959.448730
	Iteration 57Q: 3 clusters Score -2151192 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2151222.000000 Penalty: 4959.448730
	Iteration 58Q: 3 clusters Score -2151222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2151247.500000 Penalty: 4959.448730
	Iteration 59Q: 3 clusters Score -2151248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2151273.000000 Penalty: 4959.448730
	Iteration 60F: 3 clusters Score -2151273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2151310.750000 Penalty: 4959.448730
	Iteration 61Q: 3 clusters Score -2151311 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2151341.000000 Penalty: 4959.448730
	Iteration 62Q: 3 clusters Score -2151341 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2151381.000000 Penalty: 4959.448730
	Iteration 63Q: 3 clusters Score -2151381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2151434.500000 Penalty: 4959.448730
	Iteration 64Q: 3 clusters Score -2151434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2151475.250000 Penalty: 4959.448730
	Iteration 65Q: 3 clusters Score -2151475 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2151519.750000 Penalty: 4959.448730
	Iteration 66Q: 3 clusters Score -2151520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2151562.250000 Penalty: 4959.448730
	Iteration 67Q: 3 clusters Score -2151562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2151599.750000 Penalty: 4959.448730
	Iteration 68Q: 3 clusters Score -2151600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2151627.250000 Penalty: 4959.448730
	Iteration 69Q: 3 clusters Score -2151627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2151648.250000 Penalty: 4959.448730
	Iteration 70Q: 3 clusters Score -2151648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2151678.750000 Penalty: 4959.448730
	Iteration 71Q: 3 clusters Score -2151679 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2151711.000000 Penalty: 4959.448730
	Iteration 72Q: 3 clusters Score -2151711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2151765.000000 Penalty: 4959.448730
	Iteration 73Q: 3 clusters Score -2151765 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2151813.000000 Penalty: 4959.448730
	Iteration 74Q: 3 clusters Score -2151813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2151874.000000 Penalty: 4959.448730
	Iteration 75Q: 3 clusters Score -2151874 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2151928.000000 Penalty: 4959.448730
	Iteration 76Q: 3 clusters Score -2151928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2152003.000000 Penalty: 4959.448730
	Iteration 77Q: 3 clusters Score -2152003 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2152059.000000 Penalty: 4959.448730
	Iteration 78Q: 3 clusters Score -2152059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2152134.750000 Penalty: 4959.448730
	Iteration 79Q: 3 clusters Score -2152135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2152192.500000 Penalty: 4959.448730
	Iteration 80F: 3 clusters Score -2152192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2152238.000000 Penalty: 4959.448730
	Iteration 81Q: 3 clusters Score -2152238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2152288.250000 Penalty: 4959.448730
	Iteration 82Q: 3 clusters Score -2152288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2152325.250000 Penalty: 4959.448730
	Iteration 83Q: 3 clusters Score -2152325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2152371.250000 Penalty: 4959.448730
	Iteration 84Q: 3 clusters Score -2152371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2152404.750000 Penalty: 4959.448730
	Iteration 85Q: 3 clusters Score -2152405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2152426.500000 Penalty: 4959.448730
	Iteration 86Q: 3 clusters Score -2152426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2152455.250000 Penalty: 4959.448730
	Iteration 87Q: 3 clusters Score -2152455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2152477.250000 Penalty: 4959.448730
	Iteration 88Q: 3 clusters Score -2152477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2152501.250000 Penalty: 4959.448730
	Iteration 89Q: 3 clusters Score -2152501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2152514.000000 Penalty: 4959.448730
	Iteration 90Q: 3 clusters Score -2152514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2152530.500000 Penalty: 4959.448730
	Iteration 91Q: 3 clusters Score -2152530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2152545.000000 Penalty: 4959.448730
	Iteration 92Q: 3 clusters Score -2152545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2152550.750000 Penalty: 4959.448730
	Iteration 93Q: 3 clusters Score -2152551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2152555.500000 Penalty: 4959.448730
	Iteration 94Q: 3 clusters Score -2152556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2152557.000000 Penalty: 4959.448730
	Iteration 95Q: 3 clusters Score -2152557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2152562.750000 Penalty: 4959.448730
	Iteration 96Q: 3 clusters Score -2152563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2152565.500000 Penalty: 4959.448730
	Iteration 97Q: 3 clusters Score -2152566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2152567.000000 Penalty: 4959.448730
	Iteration 98Q: 3 clusters Score -2152567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2152569.500000 Penalty: 4959.448730
	Iteration 99Q: 3 clusters Score -2152570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2152574.000000 Penalty: 4959.448730
	Iteration 100F: 3 clusters Score -2152574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2152573.000000 Penalty: 4959.448730
	Iteration 101Q: 3 clusters Score -2152573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2152578.750000 Penalty: 4959.448730
	Iteration 102Q: 3 clusters Score -2152579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2152578.500000 Penalty: 4959.448730
	Iteration 103Q: 3 clusters Score -2152578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2152579.000000 Penalty: 4959.448730
	Iteration 104Q: 3 clusters Score -2152579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2152581.000000 Penalty: 4959.448730
	Iteration 105Q: 3 clusters Score -2152581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2152581.000000 Penalty: 4959.448730
	Iteration 106Q: 3 clusters Score -2152581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2152584.500000 Penalty: 4959.448730
	Iteration 107Q: 3 clusters Score -2152584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2152581.750000 Penalty: 4959.448730
	Iteration 108Q: 3 clusters Score -2152582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2152587.750000 Penalty: 4959.448730
	Iteration 109Q: 3 clusters Score -2152588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2152587.750000 Penalty: 4959.448730
	Iteration 110Q: 3 clusters Score -2152588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2152589.750000 Penalty: 4959.448730
	Iteration 111Q: 3 clusters Score -2152590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2152597.750000 Penalty: 4959.448730
	Iteration 112Q: 3 clusters Score -2152598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2152598.500000 Penalty: 4959.448730
	Iteration 113Q: 3 clusters Score -2152598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2152605.250000 Penalty: 4959.448730
	Iteration 114Q: 3 clusters Score -2152605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2152605.250000 Penalty: 4959.448730
	Iteration 115Q: 3 clusters Score -2152605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2152605.000000 Penalty: 4959.448730
	Iteration 116Q: 3 clusters Score -2152605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2152605.750000 Penalty: 4959.448730
	Iteration 117Q: 3 clusters Score -2152606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2152608.000000 Penalty: 4959.448730
	Iteration 118Q: 3 clusters Score -2152608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2152609.750000 Penalty: 4959.448730
	Iteration 119Q: 3 clusters Score -2152610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2152606.500000 Penalty: 4959.448730
	Iteration 120F: 3 clusters Score -2152606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2152610.250000 Penalty: 4959.448730
	Iteration 121Q: 3 clusters Score -2152610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2152608.750000 Penalty: 4959.448730
	Iteration 122Q: 3 clusters Score -2152609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2152609.500000 Penalty: 4959.448730
	Iteration 123Q: 3 clusters Score -2152610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2152612.000000 Penalty: 4959.448730
	Iteration 124Q: 3 clusters Score -2152612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2152614.250000 Penalty: 4959.448730
	Iteration 125Q: 3 clusters Score -2152614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2152614.250000 Penalty: 4959.448730
	Iteration 126F: 3 clusters Score -2152614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -207235.906250 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -207235.9 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 1334 members 
Entering Unmasked Estep 
Score: -204275.390625 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -204275.4 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -205034.375000 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -205034.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -205352.750000 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -205352.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -205577.328125 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -205577.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -205737.796875 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -205737.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -205831.812500 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -205831.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205895.218750 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -205895.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -205938.359375 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -205938.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -205972.875000 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -205972.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205998.671875 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -205998.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206013.562500 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -206013.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -206036.562500 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -206036.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -206055.500000 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -206055.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206084.859375 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -206084.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206105.781250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -206105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -206117.828125 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -206117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -206127.140625 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -206127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -206135.046875 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -206135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -206142.281250 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -206142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -206151.671875 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -206151.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -206158.828125 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -206158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -206165.656250 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -206165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -206170.156250 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -206170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206176.062500 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -206176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -206178.359375 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -206178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -206179.984375 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -206180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -206181.609375 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -206181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -206183.328125 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -206183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -206183.484375 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -206183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -206184.218750 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -206184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -206185.250000 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -206185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -206185.375000 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -206185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -206185.375000 Penalty: 3906.624512
	Iteration 32F: 3 clusters Score -206185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Entering Unmasked Estep 
Score: -1274412.375000 Penalty: 2354.832764
	Iteration 0F: 2 clusters Score -1274412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1264597.625000 Penalty: 4709.665527
	Iteration 0F: 3 clusters Score -1264598 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1267788.750000 Penalty: 4709.665527
	Iteration 1F: 3 clusters Score -1267789 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1268166.000000 Penalty: 4709.665527
	Iteration 2F: 3 clusters Score -1268166 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1268498.125000 Penalty: 4709.665527
	Iteration 3F: 3 clusters Score -1268498 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1268803.500000 Penalty: 4709.665527
	Iteration 4Q: 3 clusters Score -1268804 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1269111.250000 Penalty: 4709.665527
	Iteration 5Q: 3 clusters Score -1269111 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1269427.750000 Penalty: 4709.665527
	Iteration 6Q: 3 clusters Score -1269428 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1269770.250000 Penalty: 4709.665527
	Iteration 7Q: 3 clusters Score -1269770 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1270164.625000 Penalty: 4709.665527
	Iteration 8Q: 3 clusters Score -1270165 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1270538.125000 Penalty: 4709.665527
	Iteration 9Q: 3 clusters Score -1270538 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1270887.125000 Penalty: 4709.665527
	Iteration 10Q: 3 clusters Score -1270887 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1271214.875000 Penalty: 4709.665527
	Iteration 11Q: 3 clusters Score -1271215 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1271543.000000 Penalty: 4709.665527
	Iteration 12Q: 3 clusters Score -1271543 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1271847.750000 Penalty: 4709.665527
	Iteration 13Q: 3 clusters Score -1271848 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1272078.250000 Penalty: 4709.665527
	Iteration 14Q: 3 clusters Score -1272078 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1272242.500000 Penalty: 4709.665527
	Iteration 15Q: 3 clusters Score -1272242 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1272332.625000 Penalty: 4709.665527
	Iteration 16Q: 3 clusters Score -1272333 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1272392.875000 Penalty: 4709.665527
	Iteration 17Q: 3 clusters Score -1272393 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1272441.500000 Penalty: 4709.665527
	Iteration 18Q: 3 clusters Score -1272442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1272477.500000 Penalty: 4709.665527
	Iteration 19Q: 3 clusters Score -1272478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1272504.125000 Penalty: 4709.665527
	Iteration 20F: 3 clusters Score -1272504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1272523.625000 Penalty: 4709.665527
	Iteration 21Q: 3 clusters Score -1272524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1272529.250000 Penalty: 4709.665527
	Iteration 22Q: 3 clusters Score -1272529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1272536.500000 Penalty: 4709.665527
	Iteration 23Q: 3 clusters Score -1272536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1272541.625000 Penalty: 4709.665527
	Iteration 24Q: 3 clusters Score -1272542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1272545.125000 Penalty: 4709.665527
	Iteration 25Q: 3 clusters Score -1272545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1272547.750000 Penalty: 4709.665527
	Iteration 26Q: 3 clusters Score -1272548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1272550.625000 Penalty: 4709.665527
	Iteration 27Q: 3 clusters Score -1272551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1272551.625000 Penalty: 4709.665527
	Iteration 28Q: 3 clusters Score -1272552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1272552.125000 Penalty: 4709.665527
	Iteration 29Q: 3 clusters Score -1272552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1272559.500000 Penalty: 4709.665527
	Iteration 30Q: 3 clusters Score -1272560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1272556.375000 Penalty: 4709.665527
	Iteration 31Q: 3 clusters Score -1272556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1272557.625000 Penalty: 4709.665527
	Iteration 32Q: 3 clusters Score -1272558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1272559.625000 Penalty: 4709.665527
	Iteration 33Q: 3 clusters Score -1272560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1272557.375000 Penalty: 4709.665527
	Iteration 34Q: 3 clusters Score -1272557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1272558.500000 Penalty: 4709.665527
	Iteration 35Q: 3 clusters Score -1272558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1272558.625000 Penalty: 4709.665527
	Iteration 36Q: 3 clusters Score -1272559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1272559.000000 Penalty: 4709.665527
	Iteration 37Q: 3 clusters Score -1272559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1272559.500000 Penalty: 4709.665527
	Iteration 38Q: 3 clusters Score -1272560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1272561.250000 Penalty: 4709.665527
	Iteration 39Q: 3 clusters Score -1272561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1272561.250000 Penalty: 4709.665527
	Iteration 40F: 3 clusters Score -1272561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -539102.125000 Penalty: 2150.734131
	Iteration 0F: 2 clusters Score -539102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -534194.687500 Penalty: 4301.468262
	Iteration 0F: 3 clusters Score -534194.7 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -535588.562500 Penalty: 4301.468262
	Iteration 1F: 3 clusters Score -535588.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -535993.937500 Penalty: 4301.468262
	Iteration 2F: 3 clusters Score -535993.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -536364.000000 Penalty: 4301.468262
	Iteration 3F: 3 clusters Score -536364 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -536728.187500 Penalty: 4301.468262
	Iteration 4F: 3 clusters Score -536728.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -537080.187500 Penalty: 4301.468262
	Iteration 5F: 3 clusters Score -537080.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -537378.062500 Penalty: 4301.468262
	Iteration 6F: 3 clusters Score -537378.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -537573.437500 Penalty: 4301.468262
	Iteration 7Q: 3 clusters Score -537573.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -537714.687500 Penalty: 4301.468262
	Iteration 8Q: 3 clusters Score -537714.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -537821.062500 Penalty: 4301.468262
	Iteration 9Q: 3 clusters Score -537821.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -537908.625000 Penalty: 4301.468262
	Iteration 10Q: 3 clusters Score -537908.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -537968.937500 Penalty: 4301.468262
	Iteration 11Q: 3 clusters Score -537968.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -538000.375000 Penalty: 4301.468262
	Iteration 12Q: 3 clusters Score -538000.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -538021.812500 Penalty: 4301.468262
	Iteration 13Q: 3 clusters Score -538021.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -538037.187500 Penalty: 4301.468262
	Iteration 14Q: 3 clusters Score -538037.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -538049.562500 Penalty: 4301.468262
	Iteration 15Q: 3 clusters Score -538049.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -538057.375000 Penalty: 4301.468262
	Iteration 16Q: 3 clusters Score -538057.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -538063.875000 Penalty: 4301.468262
	Iteration 17Q: 3 clusters Score -538063.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -538069.125000 Penalty: 4301.468262
	Iteration 18Q: 3 clusters Score -538069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -538073.937500 Penalty: 4301.468262
	Iteration 19Q: 3 clusters Score -538073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -538077.375000 Penalty: 4301.468262
	Iteration 20F: 3 clusters Score -538077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -538079.562500 Penalty: 4301.468262
	Iteration 21Q: 3 clusters Score -538079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -538080.312500 Penalty: 4301.468262
	Iteration 22Q: 3 clusters Score -538080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -538081.437500 Penalty: 4301.468262
	Iteration 23Q: 3 clusters Score -538081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -538081.375000 Penalty: 4301.468262
	Iteration 24Q: 3 clusters Score -538081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -538081.875000 Penalty: 4301.468262
	Iteration 25Q: 3 clusters Score -538081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -538083.437500 Penalty: 4301.468262
	Iteration 26Q: 3 clusters Score -538083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -538083.750000 Penalty: 4301.468262
	Iteration 27Q: 3 clusters Score -538083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -538085.750000 Penalty: 4301.468262
	Iteration 28Q: 3 clusters Score -538085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -538084.750000 Penalty: 4301.468262
	Iteration 29Q: 3 clusters Score -538084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -538086.750000 Penalty: 4301.468262
	Iteration 30Q: 3 clusters Score -538086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -538087.937500 Penalty: 4301.468262
	Iteration 31Q: 3 clusters Score -538087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -538089.750000 Penalty: 4301.468262
	Iteration 32Q: 3 clusters Score -538089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -538091.687500 Penalty: 4301.468262
	Iteration 33Q: 3 clusters Score -538091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -538093.562500 Penalty: 4301.468262
	Iteration 34Q: 3 clusters Score -538093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -538094.687500 Penalty: 4301.468262
	Iteration 35Q: 3 clusters Score -538094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -538096.562500 Penalty: 4301.468262
	Iteration 36Q: 3 clusters Score -538096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -538097.125000 Penalty: 4301.468262
	Iteration 37Q: 3 clusters Score -538097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -538097.875000 Penalty: 4301.468262
	Iteration 38Q: 3 clusters Score -538097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -538097.750000 Penalty: 4301.468262
	Iteration 39Q: 3 clusters Score -538097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -538098.000000 Penalty: 4301.468262
	Iteration 40F: 3 clusters Score -538098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -538097.937500 Penalty: 4301.468262
	Iteration 41Q: 3 clusters Score -538097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -538097.937500 Penalty: 4301.468262
	Iteration 42F: 3 clusters Score -538097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Entering Unmasked Estep 
Score: -1031469.562500 Penalty: 2302.813965
	Iteration 0F: 2 clusters Score -1031470 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 5357 members 
Entering Unmasked Estep 
Score: -1023343.562500 Penalty: 4605.627930
	Iteration 0F: 3 clusters Score -1023344 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1025698.875000 Penalty: 4605.627930
	Iteration 1F: 3 clusters Score -1025699 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1026006.750000 Penalty: 4605.627930
	Iteration 2F: 3 clusters Score -1026007 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1026313.562500 Penalty: 4605.627930
	Iteration 3F: 3 clusters Score -1026314 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1026658.062500 Penalty: 4605.627930
	Iteration 4F: 3 clusters Score -1026658 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1027048.375000 Penalty: 4605.627930
	Iteration 5F: 3 clusters Score -1027048 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1027409.562500 Penalty: 4605.627930
	Iteration 6F: 3 clusters Score -1027410 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1027729.937500 Penalty: 4605.627930
	Iteration 7Q: 3 clusters Score -1027730 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1028014.250000 Penalty: 4605.627930
	Iteration 8Q: 3 clusters Score -1028014 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1028260.062500 Penalty: 4605.627930
	Iteration 9Q: 3 clusters Score -1028260 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1028476.250000 Penalty: 4605.627930
	Iteration 10Q: 3 clusters Score -1028476 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1028670.250000 Penalty: 4605.627930
	Iteration 11Q: 3 clusters Score -1028670 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1028841.187500 Penalty: 4605.627930
	Iteration 12Q: 3 clusters Score -1028841 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1029004.375000 Penalty: 4605.627930
	Iteration 13Q: 3 clusters Score -1029004 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1029156.375000 Penalty: 4605.627930
	Iteration 14Q: 3 clusters Score -1029156 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1029260.062500 Penalty: 4605.627930
	Iteration 15Q: 3 clusters Score -1029260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1029344.187500 Penalty: 4605.627930
	Iteration 16Q: 3 clusters Score -1029344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1029400.000000 Penalty: 4605.627930
	Iteration 17Q: 3 clusters Score -1029400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1029450.500000 Penalty: 4605.627930
	Iteration 18Q: 3 clusters Score -1029450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1029489.187500 Penalty: 4605.627930
	Iteration 19Q: 3 clusters Score -1029489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1029528.687500 Penalty: 4605.627930
	Iteration 20F: 3 clusters Score -1029529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1029556.375000 Penalty: 4605.627930
	Iteration 21Q: 3 clusters Score -1029556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1029582.750000 Penalty: 4605.627930
	Iteration 22Q: 3 clusters Score -1029583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1029605.750000 Penalty: 4605.627930
	Iteration 23Q: 3 clusters Score -1029606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1029622.250000 Penalty: 4605.627930
	Iteration 24Q: 3 clusters Score -1029622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1029640.187500 Penalty: 4605.627930
	Iteration 25Q: 3 clusters Score -1029640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1029655.812500 Penalty: 4605.627930
	Iteration 26Q: 3 clusters Score -1029656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1029678.937500 Penalty: 4605.627930
	Iteration 27Q: 3 clusters Score -1029679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1029694.500000 Penalty: 4605.627930
	Iteration 28Q: 3 clusters Score -1029694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1029714.187500 Penalty: 4605.627930
	Iteration 29Q: 3 clusters Score -1029714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1029732.437500 Penalty: 4605.627930
	Iteration 30Q: 3 clusters Score -1029732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1029752.687500 Penalty: 4605.627930
	Iteration 31Q: 3 clusters Score -1029753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1029781.750000 Penalty: 4605.627930
	Iteration 32Q: 3 clusters Score -1029782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1029814.562500 Penalty: 4605.627930
	Iteration 33Q: 3 clusters Score -1029815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1029841.750000 Penalty: 4605.627930
	Iteration 34Q: 3 clusters Score -1029842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1029865.000000 Penalty: 4605.627930
	Iteration 35Q: 3 clusters Score -1029865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1029890.375000 Penalty: 4605.627930
	Iteration 36Q: 3 clusters Score -1029890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1029906.250000 Penalty: 4605.627930
	Iteration 37Q: 3 clusters Score -1029906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1029918.187500 Penalty: 4605.627930
	Iteration 38Q: 3 clusters Score -1029918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1029924.375000 Penalty: 4605.627930
	Iteration 39Q: 3 clusters Score -1029924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1029927.250000 Penalty: 4605.627930
	Iteration 40F: 3 clusters Score -1029927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1029935.625000 Penalty: 4605.627930
	Iteration 41Q: 3 clusters Score -1029936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1029937.937500 Penalty: 4605.627930
	Iteration 42Q: 3 clusters Score -1029938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1029942.812500 Penalty: 4605.627930
	Iteration 43Q: 3 clusters Score -1029943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1029947.562500 Penalty: 4605.627930
	Iteration 44Q: 3 clusters Score -1029948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1029950.125000 Penalty: 4605.627930
	Iteration 45Q: 3 clusters Score -1029950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1029952.875000 Penalty: 4605.627930
	Iteration 46Q: 3 clusters Score -1029953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1029957.937500 Penalty: 4605.627930
	Iteration 47Q: 3 clusters Score -1029958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1029959.062500 Penalty: 4605.627930
	Iteration 48Q: 3 clusters Score -1029959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1029960.937500 Penalty: 4605.627930
	Iteration 49Q: 3 clusters Score -1029961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1029964.312500 Penalty: 4605.627930
	Iteration 50Q: 3 clusters Score -1029964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1029964.500000 Penalty: 4605.627930
	Iteration 51Q: 3 clusters Score -1029964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1029965.562500 Penalty: 4605.627930
	Iteration 52Q: 3 clusters Score -1029966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1029965.812500 Penalty: 4605.627930
	Iteration 53Q: 3 clusters Score -1029966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1029965.812500 Penalty: 4605.627930
	Iteration 54F: 3 clusters Score -1029966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -730037.250000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -730037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -723934.312500 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -723934.3 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -725621.937500 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -725621.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -725898.125000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -725898.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -726084.375000 Penalty: 4426.497559
	Iteration 3Q: 3 clusters Score -726084.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -726201.625000 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -726201.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -726316.500000 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -726316.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -726452.562500 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -726452.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -726589.000000 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -726589 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -726703.562500 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -726703.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -726814.750000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -726814.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -726918.750000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -726918.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -727014.375000 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -727014.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -727119.375000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -727119.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -727240.312500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -727240.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -727352.062500 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -727352.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -727470.875000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -727470.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -727601.437500 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -727601.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -727710.250000 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -727710.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -727785.937500 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -727785.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -727845.500000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -727845.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -727890.875000 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -727890.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -727922.625000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -727922.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -727946.500000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -727946.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -727963.500000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -727963.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -727975.000000 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -727975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -727993.375000 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -727993.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -728008.625000 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -728008.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -728022.312500 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -728022.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -728039.125000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -728039.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -728054.375000 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -728054.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -728068.125000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -728068.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -728083.312500 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -728083.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -728098.437500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -728098.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -728111.812500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -728111.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -728128.312500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -728128.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -728138.750000 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -728138.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -728153.000000 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -728153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -728163.375000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -728163.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -728171.375000 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -728171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -728177.437500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -728177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -728186.625000 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -728186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -728191.062500 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -728191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -728196.125000 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -728196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -728203.750000 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -728203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -728206.750000 Penalty: 4426.497559
	Iteration 44Q: 3 clusters Score -728206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -728210.250000 Penalty: 4426.497559
	Iteration 45Q: 3 clusters Score -728210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -728211.625000 Penalty: 4426.497559
	Iteration 46Q: 3 clusters Score -728211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -728211.562500 Penalty: 4426.497559
	Iteration 47Q: 3 clusters Score -728211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -728214.687500 Penalty: 4426.497559
	Iteration 48Q: 3 clusters Score -728214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -728214.812500 Penalty: 4426.497559
	Iteration 49Q: 3 clusters Score -728214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -728215.062500 Penalty: 4426.497559
	Iteration 50Q: 3 clusters Score -728215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -728215.062500 Penalty: 4426.497559
	Iteration 51F: 3 clusters Score -728215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -645969.875000 Penalty: 2197.614746
	Iteration 0F: 2 clusters Score -645969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -640164.562500 Penalty: 4395.229492
	Iteration 0F: 3 clusters Score -640164.6 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -641893.562500 Penalty: 4395.229492
	Iteration 1F: 3 clusters Score -641893.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -642301.875000 Penalty: 4395.229492
	Iteration 2F: 3 clusters Score -642301.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -642665.375000 Penalty: 4395.229492
	Iteration 3F: 3 clusters Score -642665.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -643042.625000 Penalty: 4395.229492
	Iteration 4F: 3 clusters Score -643042.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -643403.250000 Penalty: 4395.229492
	Iteration 5F: 3 clusters Score -643403.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -643719.562500 Penalty: 4395.229492
	Iteration 6F: 3 clusters Score -643719.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -644015.312500 Penalty: 4395.229492
	Iteration 7Q: 3 clusters Score -644015.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -644228.437500 Penalty: 4395.229492
	Iteration 8Q: 3 clusters Score -644228.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -644366.250000 Penalty: 4395.229492
	Iteration 9Q: 3 clusters Score -644366.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -644472.375000 Penalty: 4395.229492
	Iteration 10Q: 3 clusters Score -644472.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -644570.250000 Penalty: 4395.229492
	Iteration 11Q: 3 clusters Score -644570.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -644653.375000 Penalty: 4395.229492
	Iteration 12Q: 3 clusters Score -644653.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -644737.312500 Penalty: 4395.229492
	Iteration 13Q: 3 clusters Score -644737.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -644812.562500 Penalty: 4395.229492
	Iteration 14Q: 3 clusters Score -644812.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -644873.687500 Penalty: 4395.229492
	Iteration 15Q: 3 clusters Score -644873.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -644931.000000 Penalty: 4395.229492
	Iteration 16Q: 3 clusters Score -644931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -644959.437500 Penalty: 4395.229492
	Iteration 17Q: 3 clusters Score -644959.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -644968.187500 Penalty: 4395.229492
	Iteration 18Q: 3 clusters Score -644968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -644970.125000 Penalty: 4395.229492
	Iteration 19Q: 3 clusters Score -644970.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -644975.562500 Penalty: 4395.229492
	Iteration 20F: 3 clusters Score -644975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -644979.812500 Penalty: 4395.229492
	Iteration 21Q: 3 clusters Score -644979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -644980.875000 Penalty: 4395.229492
	Iteration 22Q: 3 clusters Score -644980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -644983.125000 Penalty: 4395.229492
	Iteration 23Q: 3 clusters Score -644983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -644983.625000 Penalty: 4395.229492
	Iteration 24Q: 3 clusters Score -644983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -644984.312500 Penalty: 4395.229492
	Iteration 25Q: 3 clusters Score -644984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -644984.562500 Penalty: 4395.229492
	Iteration 26Q: 3 clusters Score -644984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -644984.562500 Penalty: 4395.229492
	Iteration 27F: 3 clusters Score -644984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -567552.812500 Penalty: 2140.767578
	Iteration 0F: 2 clusters Score -567552.8 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 2747 members 
Entering Unmasked Estep 
Score: -562700.000000 Penalty: 4281.535156
	Iteration 0F: 3 clusters Score -562700 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -563894.312500 Penalty: 4281.535156
	Iteration 1F: 3 clusters Score -563894.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -564160.687500 Penalty: 4281.535156
	Iteration 2F: 3 clusters Score -564160.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -564368.562500 Penalty: 4281.535156
	Iteration 3F: 3 clusters Score -564368.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -564511.437500 Penalty: 4281.535156
	Iteration 4Q: 3 clusters Score -564511.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -564615.875000 Penalty: 4281.535156
	Iteration 5Q: 3 clusters Score -564615.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -564726.375000 Penalty: 4281.535156
	Iteration 6Q: 3 clusters Score -564726.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -564832.125000 Penalty: 4281.535156
	Iteration 7Q: 3 clusters Score -564832.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -564924.875000 Penalty: 4281.535156
	Iteration 8Q: 3 clusters Score -564924.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -565021.687500 Penalty: 4281.535156
	Iteration 9Q: 3 clusters Score -565021.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -565101.750000 Penalty: 4281.535156
	Iteration 10Q: 3 clusters Score -565101.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -565175.937500 Penalty: 4281.535156
	Iteration 11Q: 3 clusters Score -565175.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -565252.437500 Penalty: 4281.535156
	Iteration 12Q: 3 clusters Score -565252.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -565307.875000 Penalty: 4281.535156
	Iteration 13Q: 3 clusters Score -565307.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -565349.937500 Penalty: 4281.535156
	Iteration 14Q: 3 clusters Score -565349.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -565388.125000 Penalty: 4281.535156
	Iteration 15Q: 3 clusters Score -565388.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -565426.437500 Penalty: 4281.535156
	Iteration 16Q: 3 clusters Score -565426.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -565460.750000 Penalty: 4281.535156
	Iteration 17Q: 3 clusters Score -565460.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -565485.437500 Penalty: 4281.535156
	Iteration 18Q: 3 clusters Score -565485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -565505.312500 Penalty: 4281.535156
	Iteration 19Q: 3 clusters Score -565505.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -565529.312500 Penalty: 4281.535156
	Iteration 20F: 3 clusters Score -565529.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -565546.312500 Penalty: 4281.535156
	Iteration 21Q: 3 clusters Score -565546.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -565556.312500 Penalty: 4281.535156
	Iteration 22Q: 3 clusters Score -565556.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -565564.500000 Penalty: 4281.535156
	Iteration 23Q: 3 clusters Score -565564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -565573.000000 Penalty: 4281.535156
	Iteration 24Q: 3 clusters Score -565573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -565579.500000 Penalty: 4281.535156
	Iteration 25Q: 3 clusters Score -565579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -565585.625000 Penalty: 4281.535156
	Iteration 26Q: 3 clusters Score -565585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -565592.437500 Penalty: 4281.535156
	Iteration 27Q: 3 clusters Score -565592.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -565603.125000 Penalty: 4281.535156
	Iteration 28Q: 3 clusters Score -565603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -565608.562500 Penalty: 4281.535156
	Iteration 29Q: 3 clusters Score -565608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -565618.062500 Penalty: 4281.535156
	Iteration 30Q: 3 clusters Score -565618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -565629.937500 Penalty: 4281.535156
	Iteration 31Q: 3 clusters Score -565629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -565635.812500 Penalty: 4281.535156
	Iteration 32Q: 3 clusters Score -565635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -565642.125000 Penalty: 4281.535156
	Iteration 33Q: 3 clusters Score -565642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -565646.187500 Penalty: 4281.535156
	Iteration 34Q: 3 clusters Score -565646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -565650.750000 Penalty: 4281.535156
	Iteration 35Q: 3 clusters Score -565650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -565653.750000 Penalty: 4281.535156
	Iteration 36Q: 3 clusters Score -565653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -565653.750000 Penalty: 4281.535156
	Iteration 37F: 3 clusters Score -565653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Entering Unmasked Estep 
Score: -2424857.000000 Penalty: 2510.639648
	Iteration 0F: 2 clusters Score -2424857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2407587.500000 Penalty: 5021.279297
	Iteration 0F: 3 clusters Score -2407588 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2413599.000000 Penalty: 5021.279297
	Iteration 1F: 3 clusters Score -2413599 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2414124.250000 Penalty: 5021.279297
	Iteration 2F: 3 clusters Score -2414124 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2414638.250000 Penalty: 5021.279297
	Iteration 3Q: 3 clusters Score -2414638 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2415304.250000 Penalty: 5021.279297
	Iteration 4F: 3 clusters Score -2415304 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2416038.500000 Penalty: 5021.279297
	Iteration 5F: 3 clusters Score -2416038 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2416890.500000 Penalty: 5021.279297
	Iteration 6F: 3 clusters Score -2416890 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2417742.750000 Penalty: 5021.279297
	Iteration 7F: 3 clusters Score -2417743 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2418541.500000 Penalty: 5021.279297
	Iteration 8F: 3 clusters Score -2418542 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2419137.500000 Penalty: 5021.279297
	Iteration 9Q: 3 clusters Score -2419138 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2419566.000000 Penalty: 5021.279297
	Iteration 10Q: 3 clusters Score -2419566 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2419888.750000 Penalty: 5021.279297
	Iteration 11Q: 3 clusters Score -2419889 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2420159.750000 Penalty: 5021.279297
	Iteration 12Q: 3 clusters Score -2420160 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2420368.500000 Penalty: 5021.279297
	Iteration 13Q: 3 clusters Score -2420368 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2420542.750000 Penalty: 5021.279297
	Iteration 14Q: 3 clusters Score -2420543 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2420686.000000 Penalty: 5021.279297
	Iteration 15Q: 3 clusters Score -2420686 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2420809.250000 Penalty: 5021.279297
	Iteration 16Q: 3 clusters Score -2420809 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2420894.250000 Penalty: 5021.279297
	Iteration 17Q: 3 clusters Score -2420894 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2420985.750000 Penalty: 5021.279297
	Iteration 18Q: 3 clusters Score -2420986 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2421086.750000 Penalty: 5021.279297
	Iteration 19Q: 3 clusters Score -2421087 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2421165.000000 Penalty: 5021.279297
	Iteration 20F: 3 clusters Score -2421165 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2421252.750000 Penalty: 5021.279297
	Iteration 21Q: 3 clusters Score -2421253 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2421336.000000 Penalty: 5021.279297
	Iteration 22Q: 3 clusters Score -2421336 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2421387.000000 Penalty: 5021.279297
	Iteration 23Q: 3 clusters Score -2421387 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2421451.250000 Penalty: 5021.279297
	Iteration 24Q: 3 clusters Score -2421451 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2421517.500000 Penalty: 5021.279297
	Iteration 25Q: 3 clusters Score -2421518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2421584.750000 Penalty: 5021.279297
	Iteration 26Q: 3 clusters Score -2421585 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2421662.750000 Penalty: 5021.279297
	Iteration 27Q: 3 clusters Score -2421663 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2421726.500000 Penalty: 5021.279297
	Iteration 28Q: 3 clusters Score -2421726 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2421790.750000 Penalty: 5021.279297
	Iteration 29Q: 3 clusters Score -2421791 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2421872.750000 Penalty: 5021.279297
	Iteration 30Q: 3 clusters Score -2421873 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2421947.000000 Penalty: 5021.279297
	Iteration 31Q: 3 clusters Score -2421947 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2422004.000000 Penalty: 5021.279297
	Iteration 32Q: 3 clusters Score -2422004 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2422071.000000 Penalty: 5021.279297
	Iteration 33Q: 3 clusters Score -2422071 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2422140.000000 Penalty: 5021.279297
	Iteration 34Q: 3 clusters Score -2422140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2422215.750000 Penalty: 5021.279297
	Iteration 35Q: 3 clusters Score -2422216 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2422291.750000 Penalty: 5021.279297
	Iteration 36Q: 3 clusters Score -2422292 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2422374.250000 Penalty: 5021.279297
	Iteration 37Q: 3 clusters Score -2422374 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2422432.500000 Penalty: 5021.279297
	Iteration 38Q: 3 clusters Score -2422432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2422495.000000 Penalty: 5021.279297
	Iteration 39Q: 3 clusters Score -2422495 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2422551.250000 Penalty: 5021.279297
	Iteration 40F: 3 clusters Score -2422551 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2422595.500000 Penalty: 5021.279297
	Iteration 41Q: 3 clusters Score -2422596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2422622.500000 Penalty: 5021.279297
	Iteration 42Q: 3 clusters Score -2422622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2422656.000000 Penalty: 5021.279297
	Iteration 43Q: 3 clusters Score -2422656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2422672.250000 Penalty: 5021.279297
	Iteration 44Q: 3 clusters Score -2422672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2422690.500000 Penalty: 5021.279297
	Iteration 45Q: 3 clusters Score -2422690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2422710.750000 Penalty: 5021.279297
	Iteration 46Q: 3 clusters Score -2422711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2422719.250000 Penalty: 5021.279297
	Iteration 47Q: 3 clusters Score -2422719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2422723.500000 Penalty: 5021.279297
	Iteration 48Q: 3 clusters Score -2422724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2422736.000000 Penalty: 5021.279297
	Iteration 49Q: 3 clusters Score -2422736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2422736.500000 Penalty: 5021.279297
	Iteration 50Q: 3 clusters Score -2422736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2422746.750000 Penalty: 5021.279297
	Iteration 51Q: 3 clusters Score -2422747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2422742.500000 Penalty: 5021.279297
	Iteration 52Q: 3 clusters Score -2422742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2422742.500000 Penalty: 5021.279297
	Iteration 53Q: 3 clusters Score -2422742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2422748.750000 Penalty: 5021.279297
	Iteration 54Q: 3 clusters Score -2422749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2422751.250000 Penalty: 5021.279297
	Iteration 55Q: 3 clusters Score -2422751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2422753.750000 Penalty: 5021.279297
	Iteration 56Q: 3 clusters Score -2422754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2422752.000000 Penalty: 5021.279297
	Iteration 57Q: 3 clusters Score -2422752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2422757.750000 Penalty: 5021.279297
	Iteration 58Q: 3 clusters Score -2422758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2422760.750000 Penalty: 5021.279297
	Iteration 59Q: 3 clusters Score -2422761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2422766.250000 Penalty: 5021.279297
	Iteration 60F: 3 clusters Score -2422766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2422768.500000 Penalty: 5021.279297
	Iteration 61Q: 3 clusters Score -2422768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2422770.500000 Penalty: 5021.279297
	Iteration 62Q: 3 clusters Score -2422770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2422771.000000 Penalty: 5021.279297
	Iteration 63Q: 3 clusters Score -2422771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2422778.250000 Penalty: 5021.279297
	Iteration 64Q: 3 clusters Score -2422778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2422779.000000 Penalty: 5021.279297
	Iteration 65Q: 3 clusters Score -2422779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2422772.000000 Penalty: 5021.279297
	Iteration 66Q: 3 clusters Score -2422772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2422777.500000 Penalty: 5021.279297
	Iteration 67Q: 3 clusters Score -2422778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2422779.000000 Penalty: 5021.279297
	Iteration 68Q: 3 clusters Score -2422779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2422781.000000 Penalty: 5021.279297
	Iteration 69Q: 3 clusters Score -2422781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2422786.250000 Penalty: 5021.279297
	Iteration 70Q: 3 clusters Score -2422786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2422790.000000 Penalty: 5021.279297
	Iteration 71Q: 3 clusters Score -2422790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2422791.750000 Penalty: 5021.279297
	Iteration 72Q: 3 clusters Score -2422792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2422795.000000 Penalty: 5021.279297
	Iteration 73Q: 3 clusters Score -2422795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2422801.750000 Penalty: 5021.279297
	Iteration 74Q: 3 clusters Score -2422802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2422806.000000 Penalty: 5021.279297
	Iteration 75Q: 3 clusters Score -2422806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2422808.000000 Penalty: 5021.279297
	Iteration 76Q: 3 clusters Score -2422808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2422802.000000 Penalty: 5021.279297
	Iteration 77Q: 3 clusters Score -2422802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2422803.750000 Penalty: 5021.279297
	Iteration 78Q: 3 clusters Score -2422804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2422805.250000 Penalty: 5021.279297
	Iteration 79Q: 3 clusters Score -2422805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2422809.750000 Penalty: 5021.279297
	Iteration 80F: 3 clusters Score -2422810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2422808.750000 Penalty: 5021.279297
	Iteration 81Q: 3 clusters Score -2422809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2422815.500000 Penalty: 5021.279297
	Iteration 82Q: 3 clusters Score -2422816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2422822.250000 Penalty: 5021.279297
	Iteration 83Q: 3 clusters Score -2422822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2422823.750000 Penalty: 5021.279297
	Iteration 84Q: 3 clusters Score -2422824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2422828.750000 Penalty: 5021.279297
	Iteration 85Q: 3 clusters Score -2422829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2422824.750000 Penalty: 5021.279297
	Iteration 86Q: 3 clusters Score -2422825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2422829.000000 Penalty: 5021.279297
	Iteration 87Q: 3 clusters Score -2422829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2422829.000000 Penalty: 5021.279297
	Iteration 88F: 3 clusters Score -2422829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -471046.531250 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -471046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -466438.937500 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -466438.9 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -467527.218750 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -467527.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -467721.625000 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -467721.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -467846.750000 Penalty: 4231.521484
	Iteration 3Q: 3 clusters Score -467846.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -467927.906250 Penalty: 4231.521484
	Iteration 4Q: 3 clusters Score -467927.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -467980.062500 Penalty: 4231.521484
	Iteration 5Q: 3 clusters Score -467980.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -468030.625000 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -468030.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -468079.000000 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -468079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -468125.843750 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -468125.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -468171.500000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -468171.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -468213.812500 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -468213.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -468253.625000 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -468253.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -468282.906250 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -468282.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -468306.968750 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -468307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -468329.093750 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -468329.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -468345.031250 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -468345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -468361.125000 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -468361.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -468379.843750 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -468379.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -468397.812500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -468397.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -468418.687500 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -468418.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -468441.437500 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -468441.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -468461.437500 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -468461.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -468485.968750 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -468486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -468512.812500 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -468512.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -468540.343750 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -468540.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -468569.750000 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -468569.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -468593.937500 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -468593.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -468618.781250 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -468618.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -468639.375000 Penalty: 4231.521484
	Iteration 28Q: 3 clusters Score -468639.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -468662.125000 Penalty: 4231.521484
	Iteration 29Q: 3 clusters Score -468662.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -468681.468750 Penalty: 4231.521484
	Iteration 30Q: 3 clusters Score -468681.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -468697.187500 Penalty: 4231.521484
	Iteration 31Q: 3 clusters Score -468697.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -468715.562500 Penalty: 4231.521484
	Iteration 32Q: 3 clusters Score -468715.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -468736.218750 Penalty: 4231.521484
	Iteration 33Q: 3 clusters Score -468736.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -468759.218750 Penalty: 4231.521484
	Iteration 34Q: 3 clusters Score -468759.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -468783.656250 Penalty: 4231.521484
	Iteration 35Q: 3 clusters Score -468783.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -468811.718750 Penalty: 4231.521484
	Iteration 36Q: 3 clusters Score -468811.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -468851.843750 Penalty: 4231.521484
	Iteration 37Q: 3 clusters Score -468851.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -468903.750000 Penalty: 4231.521484
	Iteration 38Q: 3 clusters Score -468903.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -468950.406250 Penalty: 4231.521484
	Iteration 39Q: 3 clusters Score -468950.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -469001.156250 Penalty: 4231.521484
	Iteration 40F: 3 clusters Score -469001.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -469050.875000 Penalty: 4231.521484
	Iteration 41Q: 3 clusters Score -469050.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -469091.250000 Penalty: 4231.521484
	Iteration 42Q: 3 clusters Score -469091.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -469136.406250 Penalty: 4231.521484
	Iteration 43Q: 3 clusters Score -469136.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -469202.562500 Penalty: 4231.521484
	Iteration 44Q: 3 clusters Score -469202.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -469278.406250 Penalty: 4231.521484
	Iteration 45Q: 3 clusters Score -469278.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -469354.593750 Penalty: 4231.521484
	Iteration 46Q: 3 clusters Score -469354.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -469451.562500 Penalty: 4231.521484
	Iteration 47Q: 3 clusters Score -469451.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -469541.281250 Penalty: 4231.521484
	Iteration 48Q: 3 clusters Score -469541.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -469595.968750 Penalty: 4231.521484
	Iteration 49Q: 3 clusters Score -469596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -469628.937500 Penalty: 4231.521484
	Iteration 50Q: 3 clusters Score -469628.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -469652.156250 Penalty: 4231.521484
	Iteration 51Q: 3 clusters Score -469652.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -469673.625000 Penalty: 4231.521484
	Iteration 52Q: 3 clusters Score -469673.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -469695.250000 Penalty: 4231.521484
	Iteration 53Q: 3 clusters Score -469695.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -469714.406250 Penalty: 4231.521484
	Iteration 54Q: 3 clusters Score -469714.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -469726.156250 Penalty: 4231.521484
	Iteration 55Q: 3 clusters Score -469726.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -469735.000000 Penalty: 4231.521484
	Iteration 56Q: 3 clusters Score -469735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -469742.125000 Penalty: 4231.521484
	Iteration 57Q: 3 clusters Score -469742.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -469746.218750 Penalty: 4231.521484
	Iteration 58Q: 3 clusters Score -469746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -469747.218750 Penalty: 4231.521484
	Iteration 59Q: 3 clusters Score -469747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -469748.312500 Penalty: 4231.521484
	Iteration 60F: 3 clusters Score -469748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -469748.562500 Penalty: 4231.521484
	Iteration 61Q: 3 clusters Score -469748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -469749.343750 Penalty: 4231.521484
	Iteration 62Q: 3 clusters Score -469749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -469749.343750 Penalty: 4231.521484
	Iteration 63Q: 3 clusters Score -469749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -469749.750000 Penalty: 4231.521484
	Iteration 64Q: 3 clusters Score -469749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -469751.343750 Penalty: 4231.521484
	Iteration 65Q: 3 clusters Score -469751.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -469752.343750 Penalty: 4231.521484
	Iteration 66Q: 3 clusters Score -469752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -469752.906250 Penalty: 4231.521484
	Iteration 67Q: 3 clusters Score -469752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -469753.468750 Penalty: 4231.521484
	Iteration 68Q: 3 clusters Score -469753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -469754.125000 Penalty: 4231.521484
	Iteration 69Q: 3 clusters Score -469754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -469754.781250 Penalty: 4231.521484
	Iteration 70Q: 3 clusters Score -469754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -469755.531250 Penalty: 4231.521484
	Iteration 71Q: 3 clusters Score -469755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -469755.531250 Penalty: 4231.521484
	Iteration 72F: 3 clusters Score -469755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -328238.250000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -328238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -324834.218750 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -324834.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -325480.156250 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -325480.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -325622.687500 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -325622.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -325709.562500 Penalty: 4008.871582
	Iteration 3Q: 3 clusters Score -325709.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -325766.812500 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -325766.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -325804.375000 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -325804.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -325832.875000 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -325832.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -325853.500000 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -325853.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -325878.437500 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -325878.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -325894.875000 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -325894.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -325909.843750 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -325909.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -325922.218750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -325922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -325931.593750 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -325931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -325941.156250 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -325941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -325948.343750 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -325948.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -325955.375000 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -325955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -325963.937500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -325963.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -325971.906250 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -325971.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -325979.781250 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -325979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -325987.031250 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -325987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -325992.531250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -325992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -325996.218750 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -325996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -326000.812500 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -326000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -326008.312500 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -326008.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -326017.812500 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -326017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -326031.125000 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -326031.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -326040.375000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -326040.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -326049.750000 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -326049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -326056.218750 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -326056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -326060.468750 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -326060.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -326068.312500 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -326068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -326071.531250 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -326071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -326073.781250 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -326073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -326076.375000 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -326076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -326079.031250 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -326079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -326082.218750 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -326082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -326087.000000 Penalty: 4008.871582
	Iteration 36Q: 3 clusters Score -326087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -326089.875000 Penalty: 4008.871582
	Iteration 37Q: 3 clusters Score -326089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -326091.687500 Penalty: 4008.871582
	Iteration 38Q: 3 clusters Score -326091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -326093.750000 Penalty: 4008.871582
	Iteration 39Q: 3 clusters Score -326093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -326095.343750 Penalty: 4008.871582
	Iteration 40F: 3 clusters Score -326095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -326095.250000 Penalty: 4008.871582
	Iteration 41Q: 3 clusters Score -326095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -326096.718750 Penalty: 4008.871582
	Iteration 42Q: 3 clusters Score -326096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -326098.937500 Penalty: 4008.871582
	Iteration 43Q: 3 clusters Score -326098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -326101.250000 Penalty: 4008.871582
	Iteration 44Q: 3 clusters Score -326101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -326104.218750 Penalty: 4008.871582
	Iteration 45Q: 3 clusters Score -326104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -326106.750000 Penalty: 4008.871582
	Iteration 46Q: 3 clusters Score -326106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -326109.343750 Penalty: 4008.871582
	Iteration 47Q: 3 clusters Score -326109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -326112.437500 Penalty: 4008.871582
	Iteration 48Q: 3 clusters Score -326112.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -326114.937500 Penalty: 4008.871582
	Iteration 49Q: 3 clusters Score -326114.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -326118.093750 Penalty: 4008.871582
	Iteration 50Q: 3 clusters Score -326118.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -326121.656250 Penalty: 4008.871582
	Iteration 51Q: 3 clusters Score -326121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -326124.437500 Penalty: 4008.871582
	Iteration 52Q: 3 clusters Score -326124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -326126.968750 Penalty: 4008.871582
	Iteration 53Q: 3 clusters Score -326127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -326129.343750 Penalty: 4008.871582
	Iteration 54Q: 3 clusters Score -326129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -326131.312500 Penalty: 4008.871582
	Iteration 55Q: 3 clusters Score -326131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -326131.656250 Penalty: 4008.871582
	Iteration 56Q: 3 clusters Score -326131.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -326131.656250 Penalty: 4008.871582
	Iteration 57F: 3 clusters Score -326131.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Entering Unmasked Estep 
Score: -2882185.500000 Penalty: 2546.281006
	Iteration 0F: 2 clusters Score -2882186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2862413.000000 Penalty: 5092.562012
	Iteration 0F: 3 clusters Score -2862413 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2869491.500000 Penalty: 5092.562012
	Iteration 1F: 3 clusters Score -2869492 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2870001.500000 Penalty: 5092.562012
	Iteration 2F: 3 clusters Score -2870002 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2870521.250000 Penalty: 5092.562012
	Iteration 3Q: 3 clusters Score -2870521 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2871111.250000 Penalty: 5092.562012
	Iteration 4Q: 3 clusters Score -2871111 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2871802.250000 Penalty: 5092.562012
	Iteration 5F: 3 clusters Score -2871802 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2872596.500000 Penalty: 5092.562012
	Iteration 6F: 3 clusters Score -2872596 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2873418.750000 Penalty: 5092.562012
	Iteration 7F: 3 clusters Score -2873419 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2874144.500000 Penalty: 5092.562012
	Iteration 8F: 3 clusters Score -2874144 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2874775.500000 Penalty: 5092.562012
	Iteration 9Q: 3 clusters Score -2874776 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2875280.000000 Penalty: 5092.562012
	Iteration 10Q: 3 clusters Score -2875280 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2875642.750000 Penalty: 5092.562012
	Iteration 11Q: 3 clusters Score -2875643 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2875966.250000 Penalty: 5092.562012
	Iteration 12Q: 3 clusters Score -2875966 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2876205.000000 Penalty: 5092.562012
	Iteration 13Q: 3 clusters Score -2876205 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2876416.500000 Penalty: 5092.562012
	Iteration 14Q: 3 clusters Score -2876416 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2876660.250000 Penalty: 5092.562012
	Iteration 15Q: 3 clusters Score -2876660 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2876933.250000 Penalty: 5092.562012
	Iteration 16Q: 3 clusters Score -2876933 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2877253.750000 Penalty: 5092.562012
	Iteration 17Q: 3 clusters Score -2877254 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2877561.750000 Penalty: 5092.562012
	Iteration 18Q: 3 clusters Score -2877562 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2877883.750000 Penalty: 5092.562012
	Iteration 19Q: 3 clusters Score -2877884 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2878131.500000 Penalty: 5092.562012
	Iteration 20F: 3 clusters Score -2878132 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2878340.000000 Penalty: 5092.562012
	Iteration 21Q: 3 clusters Score -2878340 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2878479.250000 Penalty: 5092.562012
	Iteration 22Q: 3 clusters Score -2878479 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2878589.500000 Penalty: 5092.562012
	Iteration 23Q: 3 clusters Score -2878590 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2878659.750000 Penalty: 5092.562012
	Iteration 24Q: 3 clusters Score -2878660 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2878737.500000 Penalty: 5092.562012
	Iteration 25Q: 3 clusters Score -2878738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2878768.750000 Penalty: 5092.562012
	Iteration 26Q: 3 clusters Score -2878769 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2878829.250000 Penalty: 5092.562012
	Iteration 27Q: 3 clusters Score -2878829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2878902.750000 Penalty: 5092.562012
	Iteration 28Q: 3 clusters Score -2878903 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2878947.500000 Penalty: 5092.562012
	Iteration 29Q: 3 clusters Score -2878948 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2879006.500000 Penalty: 5092.562012
	Iteration 30Q: 3 clusters Score -2879006 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2879051.000000 Penalty: 5092.562012
	Iteration 31Q: 3 clusters Score -2879051 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2879116.250000 Penalty: 5092.562012
	Iteration 32Q: 3 clusters Score -2879116 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2879161.250000 Penalty: 5092.562012
	Iteration 33Q: 3 clusters Score -2879161 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2879221.250000 Penalty: 5092.562012
	Iteration 34Q: 3 clusters Score -2879221 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2879280.750000 Penalty: 5092.562012
	Iteration 35Q: 3 clusters Score -2879281 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2879339.000000 Penalty: 5092.562012
	Iteration 36Q: 3 clusters Score -2879339 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2879400.500000 Penalty: 5092.562012
	Iteration 37Q: 3 clusters Score -2879400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2879454.750000 Penalty: 5092.562012
	Iteration 38Q: 3 clusters Score -2879455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2879514.750000 Penalty: 5092.562012
	Iteration 39Q: 3 clusters Score -2879515 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2879567.500000 Penalty: 5092.562012
	Iteration 40F: 3 clusters Score -2879568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2879628.500000 Penalty: 5092.562012
	Iteration 41Q: 3 clusters Score -2879628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2879680.750000 Penalty: 5092.562012
	Iteration 42Q: 3 clusters Score -2879681 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2879722.250000 Penalty: 5092.562012
	Iteration 43Q: 3 clusters Score -2879722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2879785.000000 Penalty: 5092.562012
	Iteration 44Q: 3 clusters Score -2879785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2879835.750000 Penalty: 5092.562012
	Iteration 45Q: 3 clusters Score -2879836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2879881.750000 Penalty: 5092.562012
	Iteration 46Q: 3 clusters Score -2879882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2879933.750000 Penalty: 5092.562012
	Iteration 47Q: 3 clusters Score -2879934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2879970.250000 Penalty: 5092.562012
	Iteration 48Q: 3 clusters Score -2879970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2880001.000000 Penalty: 5092.562012
	Iteration 49Q: 3 clusters Score -2880001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2880046.250000 Penalty: 5092.562012
	Iteration 50Q: 3 clusters Score -2880046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2880064.250000 Penalty: 5092.562012
	Iteration 51Q: 3 clusters Score -2880064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2880087.000000 Penalty: 5092.562012
	Iteration 52Q: 3 clusters Score -2880087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2880099.250000 Penalty: 5092.562012
	Iteration 53Q: 3 clusters Score -2880099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2880114.250000 Penalty: 5092.562012
	Iteration 54Q: 3 clusters Score -2880114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2880124.250000 Penalty: 5092.562012
	Iteration 55Q: 3 clusters Score -2880124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2880137.500000 Penalty: 5092.562012
	Iteration 56Q: 3 clusters Score -2880138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2880140.250000 Penalty: 5092.562012
	Iteration 57Q: 3 clusters Score -2880140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2880141.250000 Penalty: 5092.562012
	Iteration 58Q: 3 clusters Score -2880141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2880147.250000 Penalty: 5092.562012
	Iteration 59Q: 3 clusters Score -2880147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2880146.500000 Penalty: 5092.562012
	Iteration 60F: 3 clusters Score -2880146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2880148.250000 Penalty: 5092.562012
	Iteration 61Q: 3 clusters Score -2880148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2880147.000000 Penalty: 5092.562012
	Iteration 62Q: 3 clusters Score -2880147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2880147.250000 Penalty: 5092.562012
	Iteration 63Q: 3 clusters Score -2880147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2880148.250000 Penalty: 5092.562012
	Iteration 64Q: 3 clusters Score -2880148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2880149.750000 Penalty: 5092.562012
	Iteration 65Q: 3 clusters Score -2880150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2880152.250000 Penalty: 5092.562012
	Iteration 66Q: 3 clusters Score -2880152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2880157.250000 Penalty: 5092.562012
	Iteration 67Q: 3 clusters Score -2880157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2880160.750000 Penalty: 5092.562012
	Iteration 68Q: 3 clusters Score -2880161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2880154.000000 Penalty: 5092.562012
	Iteration 69Q: 3 clusters Score -2880154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2880160.000000 Penalty: 5092.562012
	Iteration 70Q: 3 clusters Score -2880160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2880159.000000 Penalty: 5092.562012
	Iteration 71Q: 3 clusters Score -2880159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2880163.250000 Penalty: 5092.562012
	Iteration 72Q: 3 clusters Score -2880163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2880167.750000 Penalty: 5092.562012
	Iteration 73Q: 3 clusters Score -2880168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2880171.250000 Penalty: 5092.562012
	Iteration 74Q: 3 clusters Score -2880171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2880172.000000 Penalty: 5092.562012
	Iteration 75Q: 3 clusters Score -2880172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2880179.250000 Penalty: 5092.562012
	Iteration 76Q: 3 clusters Score -2880179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2880177.000000 Penalty: 5092.562012
	Iteration 77Q: 3 clusters Score -2880177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2880177.250000 Penalty: 5092.562012
	Iteration 78Q: 3 clusters Score -2880177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2880176.750000 Penalty: 5092.562012
	Iteration 79Q: 3 clusters Score -2880177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2880180.000000 Penalty: 5092.562012
	Iteration 80F: 3 clusters Score -2880180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2880183.000000 Penalty: 5092.562012
	Iteration 81Q: 3 clusters Score -2880183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2880184.000000 Penalty: 5092.562012
	Iteration 82Q: 3 clusters Score -2880184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2880188.750000 Penalty: 5092.562012
	Iteration 83Q: 3 clusters Score -2880189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2880191.000000 Penalty: 5092.562012
	Iteration 84Q: 3 clusters Score -2880191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2880191.250000 Penalty: 5092.562012
	Iteration 85Q: 3 clusters Score -2880191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2880194.750000 Penalty: 5092.562012
	Iteration 86Q: 3 clusters Score -2880195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2880205.500000 Penalty: 5092.562012
	Iteration 87Q: 3 clusters Score -2880206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2880215.250000 Penalty: 5092.562012
	Iteration 88Q: 3 clusters Score -2880215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2880216.750000 Penalty: 5092.562012
	Iteration 89Q: 3 clusters Score -2880217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2880222.250000 Penalty: 5092.562012
	Iteration 90Q: 3 clusters Score -2880222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2880221.250000 Penalty: 5092.562012
	Iteration 91Q: 3 clusters Score -2880221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2880226.250000 Penalty: 5092.562012
	Iteration 92Q: 3 clusters Score -2880226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2880235.250000 Penalty: 5092.562012
	Iteration 93Q: 3 clusters Score -2880235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2880235.750000 Penalty: 5092.562012
	Iteration 94Q: 3 clusters Score -2880236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2880233.250000 Penalty: 5092.562012
	Iteration 95Q: 3 clusters Score -2880233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2880233.250000 Penalty: 5092.562012
	Iteration 96Q: 3 clusters Score -2880233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2880236.000000 Penalty: 5092.562012
	Iteration 97Q: 3 clusters Score -2880236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2880236.000000 Penalty: 5092.562012
	Iteration 98Q: 3 clusters Score -2880236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2880239.250000 Penalty: 5092.562012
	Iteration 99Q: 3 clusters Score -2880239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2880242.750000 Penalty: 5092.562012
	Iteration 100F: 3 clusters Score -2880243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2880247.500000 Penalty: 5092.562012
	Iteration 101Q: 3 clusters Score -2880248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2880252.750000 Penalty: 5092.562012
	Iteration 102Q: 3 clusters Score -2880253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2880251.250000 Penalty: 5092.562012
	Iteration 103Q: 3 clusters Score -2880251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2880256.500000 Penalty: 5092.562012
	Iteration 104Q: 3 clusters Score -2880256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2880257.000000 Penalty: 5092.562012
	Iteration 105Q: 3 clusters Score -2880257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2880255.750000 Penalty: 5092.562012
	Iteration 106Q: 3 clusters Score -2880256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2880257.750000 Penalty: 5092.562012
	Iteration 107Q: 3 clusters Score -2880258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2880258.000000 Penalty: 5092.562012
	Iteration 108Q: 3 clusters Score -2880258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2880263.250000 Penalty: 5092.562012
	Iteration 109Q: 3 clusters Score -2880263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2880269.750000 Penalty: 5092.562012
	Iteration 110Q: 3 clusters Score -2880270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2880270.000000 Penalty: 5092.562012
	Iteration 111Q: 3 clusters Score -2880270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2880270.000000 Penalty: 5092.562012
	Iteration 112Q: 3 clusters Score -2880270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2880270.500000 Penalty: 5092.562012
	Iteration 113Q: 3 clusters Score -2880270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2880270.250000 Penalty: 5092.562012
	Iteration 114Q: 3 clusters Score -2880270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2880270.250000 Penalty: 5092.562012
	Iteration 115Q: 3 clusters Score -2880270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2880274.750000 Penalty: 5092.562012
	Iteration 116Q: 3 clusters Score -2880275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2880274.250000 Penalty: 5092.562012
	Iteration 117Q: 3 clusters Score -2880274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2880276.500000 Penalty: 5092.562012
	Iteration 118Q: 3 clusters Score -2880276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2880279.500000 Penalty: 5092.562012
	Iteration 119Q: 3 clusters Score -2880280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2880282.500000 Penalty: 5092.562012
	Iteration 120F: 3 clusters Score -2880282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2880284.750000 Penalty: 5092.562012
	Iteration 121Q: 3 clusters Score -2880285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2880288.250000 Penalty: 5092.562012
	Iteration 122Q: 3 clusters Score -2880288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2880288.250000 Penalty: 5092.562012
	Iteration 123F: 3 clusters Score -2880288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Entering Unmasked Estep 
Score: -3367020.750000 Penalty: 2584.961914
	Iteration 0F: 2 clusters Score -3367021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3344053.250000 Penalty: 5169.923828
	Iteration 0F: 3 clusters Score -3344053 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3352330.750000 Penalty: 5169.923828
	Iteration 1F: 3 clusters Score -3352331 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3352850.000000 Penalty: 5169.923828
	Iteration 2Q: 3 clusters Score -3352850 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3353405.000000 Penalty: 5169.923828
	Iteration 3Q: 3 clusters Score -3353405 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3353916.250000 Penalty: 5169.923828
	Iteration 4Q: 3 clusters Score -3353916 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3354412.000000 Penalty: 5169.923828
	Iteration 5Q: 3 clusters Score -3354412 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3354821.000000 Penalty: 5169.923828
	Iteration 6Q: 3 clusters Score -3354821 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3355203.750000 Penalty: 5169.923828
	Iteration 7Q: 3 clusters Score -3355204 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3355580.000000 Penalty: 5169.923828
	Iteration 8Q: 3 clusters Score -3355580 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3355966.250000 Penalty: 5169.923828
	Iteration 9Q: 3 clusters Score -3355966 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3356323.750000 Penalty: 5169.923828
	Iteration 10Q: 3 clusters Score -3356324 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3356670.750000 Penalty: 5169.923828
	Iteration 11Q: 3 clusters Score -3356671 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3357022.500000 Penalty: 5169.923828
	Iteration 12Q: 3 clusters Score -3357022 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3357380.500000 Penalty: 5169.923828
	Iteration 13Q: 3 clusters Score -3357380 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3357779.000000 Penalty: 5169.923828
	Iteration 14Q: 3 clusters Score -3357779 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3358192.250000 Penalty: 5169.923828
	Iteration 15Q: 3 clusters Score -3358192 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3358584.000000 Penalty: 5169.923828
	Iteration 16Q: 3 clusters Score -3358584 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3359031.750000 Penalty: 5169.923828
	Iteration 17Q: 3 clusters Score -3359032 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3359535.000000 Penalty: 5169.923828
	Iteration 18Q: 3 clusters Score -3359535 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3360020.250000 Penalty: 5169.923828
	Iteration 19Q: 3 clusters Score -3360020 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3360522.500000 Penalty: 5169.923828
	Iteration 20F: 3 clusters Score -3360522 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3361051.500000 Penalty: 5169.923828
	Iteration 21Q: 3 clusters Score -3361052 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3361614.250000 Penalty: 5169.923828
	Iteration 22Q: 3 clusters Score -3361614 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3362204.500000 Penalty: 5169.923828
	Iteration 23Q: 3 clusters Score -3362204 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3362746.750000 Penalty: 5169.923828
	Iteration 24Q: 3 clusters Score -3362747 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3363256.250000 Penalty: 5169.923828
	Iteration 25Q: 3 clusters Score -3363256 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3363661.000000 Penalty: 5169.923828
	Iteration 26Q: 3 clusters Score -3363661 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3363984.000000 Penalty: 5169.923828
	Iteration 27Q: 3 clusters Score -3363984 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3364230.000000 Penalty: 5169.923828
	Iteration 28Q: 3 clusters Score -3364230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3364375.500000 Penalty: 5169.923828
	Iteration 29Q: 3 clusters Score -3364376 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3364471.750000 Penalty: 5169.923828
	Iteration 30Q: 3 clusters Score -3364472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3364549.000000 Penalty: 5169.923828
	Iteration 31Q: 3 clusters Score -3364549 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3364610.000000 Penalty: 5169.923828
	Iteration 32Q: 3 clusters Score -3364610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3364659.250000 Penalty: 5169.923828
	Iteration 33Q: 3 clusters Score -3364659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3364682.250000 Penalty: 5169.923828
	Iteration 34Q: 3 clusters Score -3364682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3364711.750000 Penalty: 5169.923828
	Iteration 35Q: 3 clusters Score -3364712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3364734.500000 Penalty: 5169.923828
	Iteration 36Q: 3 clusters Score -3364734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3364746.500000 Penalty: 5169.923828
	Iteration 37Q: 3 clusters Score -3364746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3364756.250000 Penalty: 5169.923828
	Iteration 38Q: 3 clusters Score -3364756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3364767.000000 Penalty: 5169.923828
	Iteration 39Q: 3 clusters Score -3364767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3364771.750000 Penalty: 5169.923828
	Iteration 40F: 3 clusters Score -3364772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3364778.000000 Penalty: 5169.923828
	Iteration 41Q: 3 clusters Score -3364778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3364773.500000 Penalty: 5169.923828
	Iteration 42Q: 3 clusters Score -3364774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3364777.750000 Penalty: 5169.923828
	Iteration 43Q: 3 clusters Score -3364778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3364777.250000 Penalty: 5169.923828
	Iteration 44Q: 3 clusters Score -3364777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3364782.500000 Penalty: 5169.923828
	Iteration 45Q: 3 clusters Score -3364782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3364785.250000 Penalty: 5169.923828
	Iteration 46Q: 3 clusters Score -3364785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3364790.000000 Penalty: 5169.923828
	Iteration 47Q: 3 clusters Score -3364790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3364791.750000 Penalty: 5169.923828
	Iteration 48Q: 3 clusters Score -3364792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3364793.750000 Penalty: 5169.923828
	Iteration 49Q: 3 clusters Score -3364794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3364796.250000 Penalty: 5169.923828
	Iteration 50Q: 3 clusters Score -3364796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3364800.000000 Penalty: 5169.923828
	Iteration 51Q: 3 clusters Score -3364800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3364805.000000 Penalty: 5169.923828
	Iteration 52Q: 3 clusters Score -3364805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3364806.500000 Penalty: 5169.923828
	Iteration 53Q: 3 clusters Score -3364806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3364806.500000 Penalty: 5169.923828
	Iteration 54F: 3 clusters Score -3364806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -112312.820312 Penalty: 1774.538330
	Iteration 0F: 2 clusters Score -112312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110173.695312 Penalty: 3549.076660
	Iteration 0F: 3 clusters Score -110173.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110521.914062 Penalty: 3549.076660
	Iteration 1F: 3 clusters Score -110521.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110624.960938 Penalty: 3549.076660
	Iteration 2F: 3 clusters Score -110625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -110662.070312 Penalty: 3549.076660
	Iteration 3Q: 3 clusters Score -110662.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -110681.210938 Penalty: 3549.076660
	Iteration 4Q: 3 clusters Score -110681.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110699.125000 Penalty: 3549.076660
	Iteration 5Q: 3 clusters Score -110699.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110711.085938 Penalty: 3549.076660
	Iteration 6Q: 3 clusters Score -110711.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110727.179688 Penalty: 3549.076660
	Iteration 7Q: 3 clusters Score -110727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110742.507812 Penalty: 3549.076660
	Iteration 8Q: 3 clusters Score -110742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -110751.687500 Penalty: 3549.076660
	Iteration 9Q: 3 clusters Score -110751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -110759.117188 Penalty: 3549.076660
	Iteration 10Q: 3 clusters Score -110759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110765.000000 Penalty: 3549.076660
	Iteration 11Q: 3 clusters Score -110765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -110771.726562 Penalty: 3549.076660
	Iteration 12Q: 3 clusters Score -110771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110775.914062 Penalty: 3549.076660
	Iteration 13Q: 3 clusters Score -110775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -110778.687500 Penalty: 3549.076660
	Iteration 14Q: 3 clusters Score -110778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -110781.640625 Penalty: 3549.076660
	Iteration 15Q: 3 clusters Score -110781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -110782.750000 Penalty: 3549.076660
	Iteration 16Q: 3 clusters Score -110782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -110782.750000 Penalty: 3549.076660
	Iteration 17F: 3 clusters Score -110782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -340117.781250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -340117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -336369.468750 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -336369.5 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -337254.156250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -337254.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -337498.437500 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -337498.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -337667.781250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -337667.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -337808.718750 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -337808.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -337933.625000 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -337933.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -338042.812500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -338042.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -338131.875000 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -338131.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -338238.406250 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -338238.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -338351.656250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -338351.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -338435.875000 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -338435.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -338512.625000 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -338512.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -338580.781250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -338580.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -338629.000000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -338629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -338670.906250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -338670.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -338707.687500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -338707.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -338735.843750 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -338735.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -338770.687500 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -338770.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -338804.687500 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -338804.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -338830.375000 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -338830.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -338841.937500 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -338841.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -338860.156250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -338860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -338870.250000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -338870.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338884.625000 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -338884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -338892.625000 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -338892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -338910.562500 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -338910.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -338927.187500 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -338927.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -338938.093750 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -338938.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -338946.406250 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -338946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -338951.406250 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -338951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -338957.906250 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -338957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -338966.875000 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -338966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -338976.312500 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -338976.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -338990.187500 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -338990.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -339002.812500 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -339002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -339018.531250 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -339018.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -339027.781250 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -339027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -339034.312500 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -339034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -339039.187500 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -339039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -339042.218750 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -339042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -339044.625000 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -339044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -339046.312500 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -339046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -339053.437500 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -339053.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -339063.375000 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -339063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -339070.437500 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -339070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -339075.312500 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -339075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -339079.718750 Penalty: 4082.102051
	Iteration 46Q: 3 clusters Score -339079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -339081.781250 Penalty: 4082.102051
	Iteration 47Q: 3 clusters Score -339081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -339081.781250 Penalty: 4082.102051
	Iteration 48F: 3 clusters Score -339081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -166308.015625 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -166308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163836.328125 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -163836.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -164259.421875 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -164259.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164346.734375 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -164346.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -164406.843750 Penalty: 3712.803955
	Iteration 3Q: 3 clusters Score -164406.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -164446.781250 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -164446.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -164466.109375 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -164466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -164476.156250 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -164476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164483.343750 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -164483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164489.093750 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -164489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -164492.609375 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -164492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -164498.031250 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -164498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -164505.312500 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -164505.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164511.515625 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -164511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164513.078125 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -164513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164513.531250 Penalty: 3712.803955
	Iteration 14Q: 3 clusters Score -164513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164513.750000 Penalty: 3712.803955
	Iteration 15Q: 3 clusters Score -164513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164513.750000 Penalty: 3712.803955
	Iteration 16F: 3 clusters Score -164513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -406163.093750 Penalty: 2077.213379
	Iteration 0F: 2 clusters Score -406163.1 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 2155 members 
Entering Unmasked Estep 
Score: -402037.437500 Penalty: 4154.426758
	Iteration 0F: 3 clusters Score -402037.4 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -403065.750000 Penalty: 4154.426758
	Iteration 1F: 3 clusters Score -403065.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -403328.281250 Penalty: 4154.426758
	Iteration 2F: 3 clusters Score -403328.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -403498.656250 Penalty: 4154.426758
	Iteration 3F: 3 clusters Score -403498.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -403610.562500 Penalty: 4154.426758
	Iteration 4Q: 3 clusters Score -403610.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -403701.843750 Penalty: 4154.426758
	Iteration 5Q: 3 clusters Score -403701.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -403783.906250 Penalty: 4154.426758
	Iteration 6Q: 3 clusters Score -403783.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -403871.250000 Penalty: 4154.426758
	Iteration 7Q: 3 clusters Score -403871.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -403943.718750 Penalty: 4154.426758
	Iteration 8Q: 3 clusters Score -403943.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404004.812500 Penalty: 4154.426758
	Iteration 9Q: 3 clusters Score -404004.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -404064.531250 Penalty: 4154.426758
	Iteration 10Q: 3 clusters Score -404064.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -404124.312500 Penalty: 4154.426758
	Iteration 11Q: 3 clusters Score -404124.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -404173.812500 Penalty: 4154.426758
	Iteration 12Q: 3 clusters Score -404173.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -404207.843750 Penalty: 4154.426758
	Iteration 13Q: 3 clusters Score -404207.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -404233.187500 Penalty: 4154.426758
	Iteration 14Q: 3 clusters Score -404233.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -404254.875000 Penalty: 4154.426758
	Iteration 15Q: 3 clusters Score -404254.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -404276.500000 Penalty: 4154.426758
	Iteration 16Q: 3 clusters Score -404276.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -404303.062500 Penalty: 4154.426758
	Iteration 17Q: 3 clusters Score -404303.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -404319.562500 Penalty: 4154.426758
	Iteration 18Q: 3 clusters Score -404319.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -404343.125000 Penalty: 4154.426758
	Iteration 19Q: 3 clusters Score -404343.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -404360.531250 Penalty: 4154.426758
	Iteration 20F: 3 clusters Score -404360.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -404381.500000 Penalty: 4154.426758
	Iteration 21Q: 3 clusters Score -404381.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -404409.750000 Penalty: 4154.426758
	Iteration 22Q: 3 clusters Score -404409.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -404442.187500 Penalty: 4154.426758
	Iteration 23Q: 3 clusters Score -404442.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -404479.937500 Penalty: 4154.426758
	Iteration 24Q: 3 clusters Score -404479.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -404511.656250 Penalty: 4154.426758
	Iteration 25Q: 3 clusters Score -404511.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -404541.218750 Penalty: 4154.426758
	Iteration 26Q: 3 clusters Score -404541.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -404572.375000 Penalty: 4154.426758
	Iteration 27Q: 3 clusters Score -404572.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -404593.843750 Penalty: 4154.426758
	Iteration 28Q: 3 clusters Score -404593.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -404606.625000 Penalty: 4154.426758
	Iteration 29Q: 3 clusters Score -404606.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -404620.156250 Penalty: 4154.426758
	Iteration 30Q: 3 clusters Score -404620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -404634.562500 Penalty: 4154.426758
	Iteration 31Q: 3 clusters Score -404634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -404646.687500 Penalty: 4154.426758
	Iteration 32Q: 3 clusters Score -404646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -404651.781250 Penalty: 4154.426758
	Iteration 33Q: 3 clusters Score -404651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -404657.187500 Penalty: 4154.426758
	Iteration 34Q: 3 clusters Score -404657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -404662.656250 Penalty: 4154.426758
	Iteration 35Q: 3 clusters Score -404662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -404670.750000 Penalty: 4154.426758
	Iteration 36Q: 3 clusters Score -404670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -404677.937500 Penalty: 4154.426758
	Iteration 37Q: 3 clusters Score -404677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -404682.437500 Penalty: 4154.426758
	Iteration 38Q: 3 clusters Score -404682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -404685.906250 Penalty: 4154.426758
	Iteration 39Q: 3 clusters Score -404685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -404687.843750 Penalty: 4154.426758
	Iteration 40F: 3 clusters Score -404687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -404690.906250 Penalty: 4154.426758
	Iteration 41Q: 3 clusters Score -404690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -404691.750000 Penalty: 4154.426758
	Iteration 42Q: 3 clusters Score -404691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -404692.968750 Penalty: 4154.426758
	Iteration 43Q: 3 clusters Score -404693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -404694.000000 Penalty: 4154.426758
	Iteration 44Q: 3 clusters Score -404694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -404696.812500 Penalty: 4154.426758
	Iteration 45Q: 3 clusters Score -404696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -404699.187500 Penalty: 4154.426758
	Iteration 46Q: 3 clusters Score -404699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -404701.125000 Penalty: 4154.426758
	Iteration 47Q: 3 clusters Score -404701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -404701.125000 Penalty: 4154.426758
	Iteration 48F: 3 clusters Score -404701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -182655.468750 Penalty: 1859.857056
	Iteration 0F: 2 clusters Score -182655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -180135.843750 Penalty: 3719.714111
	Iteration 0F: 3 clusters Score -180135.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -180523.015625 Penalty: 3719.714111
	Iteration 1F: 3 clusters Score -180523 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -180631.375000 Penalty: 3719.714111
	Iteration 2F: 3 clusters Score -180631.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -180696.156250 Penalty: 3719.714111
	Iteration 3Q: 3 clusters Score -180696.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -180749.890625 Penalty: 3719.714111
	Iteration 4Q: 3 clusters Score -180749.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -180781.218750 Penalty: 3719.714111
	Iteration 5Q: 3 clusters Score -180781.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180805.890625 Penalty: 3719.714111
	Iteration 6Q: 3 clusters Score -180805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -180817.062500 Penalty: 3719.714111
	Iteration 7Q: 3 clusters Score -180817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180821.062500 Penalty: 3719.714111
	Iteration 8Q: 3 clusters Score -180821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -180824.140625 Penalty: 3719.714111
	Iteration 9Q: 3 clusters Score -180824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -180829.703125 Penalty: 3719.714111
	Iteration 10Q: 3 clusters Score -180829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -180840.234375 Penalty: 3719.714111
	Iteration 11Q: 3 clusters Score -180840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -180854.203125 Penalty: 3719.714111
	Iteration 12Q: 3 clusters Score -180854.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -180867.843750 Penalty: 3719.714111
	Iteration 13Q: 3 clusters Score -180867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -180876.843750 Penalty: 3719.714111
	Iteration 14Q: 3 clusters Score -180876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -180880.421875 Penalty: 3719.714111
	Iteration 15Q: 3 clusters Score -180880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -180885.218750 Penalty: 3719.714111
	Iteration 16Q: 3 clusters Score -180885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180889.453125 Penalty: 3719.714111
	Iteration 17Q: 3 clusters Score -180889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -180893.484375 Penalty: 3719.714111
	Iteration 18Q: 3 clusters Score -180893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -180899.375000 Penalty: 3719.714111
	Iteration 19Q: 3 clusters Score -180899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -180902.984375 Penalty: 3719.714111
	Iteration 20F: 3 clusters Score -180903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -180906.750000 Penalty: 3719.714111
	Iteration 21Q: 3 clusters Score -180906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -180910.156250 Penalty: 3719.714111
	Iteration 22Q: 3 clusters Score -180910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -180913.546875 Penalty: 3719.714111
	Iteration 23Q: 3 clusters Score -180913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -180914.187500 Penalty: 3719.714111
	Iteration 24Q: 3 clusters Score -180914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -180914.625000 Penalty: 3719.714111
	Iteration 25Q: 3 clusters Score -180914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -180914.625000 Penalty: 3719.714111
	Iteration 26F: 3 clusters Score -180914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Entering Unmasked Estep 
Score: -1362694.500000 Penalty: 2383.027588
	Iteration 0F: 2 clusters Score -1362694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1351883.500000 Penalty: 4766.055176
	Iteration 0F: 3 clusters Score -1351884 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1355385.750000 Penalty: 4766.055176
	Iteration 1F: 3 clusters Score -1355386 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1355975.125000 Penalty: 4766.055176
	Iteration 2F: 3 clusters Score -1355975 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1356560.125000 Penalty: 4766.055176
	Iteration 3F: 3 clusters Score -1356560 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1356976.875000 Penalty: 4766.055176
	Iteration 4F: 3 clusters Score -1356977 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1357311.500000 Penalty: 4766.055176
	Iteration 5Q: 3 clusters Score -1357312 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1357584.125000 Penalty: 4766.055176
	Iteration 6Q: 3 clusters Score -1357584 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1357864.125000 Penalty: 4766.055176
	Iteration 7Q: 3 clusters Score -1357864 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1358146.000000 Penalty: 4766.055176
	Iteration 8Q: 3 clusters Score -1358146 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1358415.500000 Penalty: 4766.055176
	Iteration 9Q: 3 clusters Score -1358416 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1358670.875000 Penalty: 4766.055176
	Iteration 10Q: 3 clusters Score -1358671 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1358933.750000 Penalty: 4766.055176
	Iteration 11Q: 3 clusters Score -1358934 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1359162.375000 Penalty: 4766.055176
	Iteration 12Q: 3 clusters Score -1359162 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1359390.375000 Penalty: 4766.055176
	Iteration 13Q: 3 clusters Score -1359390 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1359623.625000 Penalty: 4766.055176
	Iteration 14Q: 3 clusters Score -1359624 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1359815.125000 Penalty: 4766.055176
	Iteration 15Q: 3 clusters Score -1359815 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1359965.000000 Penalty: 4766.055176
	Iteration 16Q: 3 clusters Score -1359965 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1360116.625000 Penalty: 4766.055176
	Iteration 17Q: 3 clusters Score -1360117 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1360217.375000 Penalty: 4766.055176
	Iteration 18Q: 3 clusters Score -1360217 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1360310.750000 Penalty: 4766.055176
	Iteration 19Q: 3 clusters Score -1360311 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1360376.250000 Penalty: 4766.055176
	Iteration 20F: 3 clusters Score -1360376 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1360426.375000 Penalty: 4766.055176
	Iteration 21Q: 3 clusters Score -1360426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1360478.750000 Penalty: 4766.055176
	Iteration 22Q: 3 clusters Score -1360479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1360520.000000 Penalty: 4766.055176
	Iteration 23Q: 3 clusters Score -1360520 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1360557.000000 Penalty: 4766.055176
	Iteration 24Q: 3 clusters Score -1360557 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1360592.125000 Penalty: 4766.055176
	Iteration 25Q: 3 clusters Score -1360592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1360616.000000 Penalty: 4766.055176
	Iteration 26Q: 3 clusters Score -1360616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1360636.250000 Penalty: 4766.055176
	Iteration 27Q: 3 clusters Score -1360636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1360659.750000 Penalty: 4766.055176
	Iteration 28Q: 3 clusters Score -1360660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1360682.625000 Penalty: 4766.055176
	Iteration 29Q: 3 clusters Score -1360683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1360699.500000 Penalty: 4766.055176
	Iteration 30Q: 3 clusters Score -1360700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1360711.750000 Penalty: 4766.055176
	Iteration 31Q: 3 clusters Score -1360712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1360723.000000 Penalty: 4766.055176
	Iteration 32Q: 3 clusters Score -1360723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1360728.375000 Penalty: 4766.055176
	Iteration 33Q: 3 clusters Score -1360728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1360734.000000 Penalty: 4766.055176
	Iteration 34Q: 3 clusters Score -1360734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1360737.375000 Penalty: 4766.055176
	Iteration 35Q: 3 clusters Score -1360737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1360742.250000 Penalty: 4766.055176
	Iteration 36Q: 3 clusters Score -1360742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1360744.750000 Penalty: 4766.055176
	Iteration 37Q: 3 clusters Score -1360745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1360746.750000 Penalty: 4766.055176
	Iteration 38Q: 3 clusters Score -1360747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1360749.875000 Penalty: 4766.055176
	Iteration 39Q: 3 clusters Score -1360750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1360750.375000 Penalty: 4766.055176
	Iteration 40F: 3 clusters Score -1360750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1360751.250000 Penalty: 4766.055176
	Iteration 41Q: 3 clusters Score -1360751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1360751.625000 Penalty: 4766.055176
	Iteration 42Q: 3 clusters Score -1360752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1360749.500000 Penalty: 4766.055176
	Iteration 43Q: 3 clusters Score -1360750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1360750.875000 Penalty: 4766.055176
	Iteration 44Q: 3 clusters Score -1360751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1360751.125000 Penalty: 4766.055176
	Iteration 45Q: 3 clusters Score -1360751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1360752.500000 Penalty: 4766.055176
	Iteration 46Q: 3 clusters Score -1360752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1360752.625000 Penalty: 4766.055176
	Iteration 47Q: 3 clusters Score -1360753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1360756.000000 Penalty: 4766.055176
	Iteration 48Q: 3 clusters Score -1360756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1360758.875000 Penalty: 4766.055176
	Iteration 49Q: 3 clusters Score -1360759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1360757.875000 Penalty: 4766.055176
	Iteration 50Q: 3 clusters Score -1360758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1360762.125000 Penalty: 4766.055176
	Iteration 51Q: 3 clusters Score -1360762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1360761.125000 Penalty: 4766.055176
	Iteration 52Q: 3 clusters Score -1360761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1360762.875000 Penalty: 4766.055176
	Iteration 53Q: 3 clusters Score -1360763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1360762.875000 Penalty: 4766.055176
	Iteration 54F: 3 clusters Score -1360763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -181555.218750 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -181555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -178785.140625 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -178785.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -179524.187500 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -179524.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -179885.859375 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -179885.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180101.750000 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -180101.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -180219.140625 Penalty: 3836.558105
	Iteration 4F: 3 clusters Score -180219.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -180311.781250 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -180311.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -180410.031250 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -180410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -180535.640625 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -180535.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -180645.718750 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -180645.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -180735.921875 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -180735.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -180792.453125 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -180792.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -180833.515625 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -180833.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -180869.000000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -180869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180896.656250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -180896.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -180937.578125 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -180937.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -180981.484375 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -180981.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -181051.718750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -181051.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -181150.046875 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -181150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -181235.953125 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -181236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -181299.859375 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -181299.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -181359.046875 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -181359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181437.109375 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -181437.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -181499.093750 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -181499.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -181553.718750 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -181553.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -181601.296875 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -181601.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -181628.531250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -181628.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -181676.593750 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -181676.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -181720.343750 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -181720.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -181764.156250 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -181764.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181816.515625 Penalty: 3836.558105
	Iteration 29Q: 3 clusters Score -181816.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -181854.203125 Penalty: 3836.558105
	Iteration 30Q: 3 clusters Score -181854.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -181881.671875 Penalty: 3836.558105
	Iteration 31Q: 3 clusters Score -181881.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -181902.062500 Penalty: 3836.558105
	Iteration 32Q: 3 clusters Score -181902.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -181916.406250 Penalty: 3836.558105
	Iteration 33Q: 3 clusters Score -181916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -181925.921875 Penalty: 3836.558105
	Iteration 34Q: 3 clusters Score -181925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -181935.812500 Penalty: 3836.558105
	Iteration 35Q: 3 clusters Score -181935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -181951.984375 Penalty: 3836.558105
	Iteration 36Q: 3 clusters Score -181952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -181963.734375 Penalty: 3836.558105
	Iteration 37Q: 3 clusters Score -181963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -181975.328125 Penalty: 3836.558105
	Iteration 38Q: 3 clusters Score -181975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -181985.218750 Penalty: 3836.558105
	Iteration 39Q: 3 clusters Score -181985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -182025.218750 Penalty: 3836.558105
	Iteration 40F: 3 clusters Score -182025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182069.437500 Penalty: 3836.558105
	Iteration 41Q: 3 clusters Score -182069.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -182103.843750 Penalty: 3836.558105
	Iteration 42Q: 3 clusters Score -182103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -182130.421875 Penalty: 3836.558105
	Iteration 43Q: 3 clusters Score -182130.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -182140.843750 Penalty: 3836.558105
	Iteration 44Q: 3 clusters Score -182140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182143.906250 Penalty: 3836.558105
	Iteration 45Q: 3 clusters Score -182143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182143.906250 Penalty: 3836.558105
	Iteration 46F: 3 clusters Score -182143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 64281 members 
Mstep: Class 5 contains 22704 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12703 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 40195 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100235 members 
Mstep: Class 18 contains 16677 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 5839 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7054 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 5071 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28775 members 
Mstep: Class 35 contains 33632 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14898 members 
Mstep: Class 42 contains 1364 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Mstep: Class 46 contains 923 members 
Entering Unmasked Estep 
Score: -58953764.000000 Penalty: 152269.187500
Splitting cluster 42 changes total score from -58954408.000000 to -58953764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (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: -199889.546875 Penalty: 1910.457886
	Iteration 0F: 2 clusters Score -199889.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -197155.203125 Penalty: 3820.915771
	Iteration 0F: 3 clusters Score -197155.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -197721.250000 Penalty: 3820.915771
	Iteration 1F: 3 clusters Score -197721.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197886.968750 Penalty: 3820.915771
	Iteration 2F: 3 clusters Score -197887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -198001.750000 Penalty: 3820.915771
	Iteration 3F: 3 clusters Score -198001.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198088.718750 Penalty: 3820.915771
	Iteration 4Q: 3 clusters Score -198088.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -198153.343750 Penalty: 3820.915771
	Iteration 5Q: 3 clusters Score -198153.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198223.890625 Penalty: 3820.915771
	Iteration 6Q: 3 clusters Score -198223.9 nChanged 68
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: -198279.750000 Penalty: 3820.915771
	Iteration 7Q: 3 clusters Score -198279.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198347.890625 Penalty: 3820.915771
	Iteration 8Q: 3 clusters Score -198347.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198422.140625 Penalty: 3820.915771
	Iteration 9Q: 3 clusters Score -198422.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198506.750000 Penalty: 3820.915771
	Iteration 10Q: 3 clusters Score -198506.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -198602.859375 Penalty: 3820.915771
	Iteration 11Q: 3 clusters Score -198602.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -198704.062500 Penalty: 3820.915771
	Iteration 12Q: 3 clusters Score -198704.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198778.828125 Penalty: 3820.915771
	Iteration 13Q: 3 clusters Score -198778.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -198829.703125 Penalty: 3820.915771
	Iteration 14Q: 3 clusters Score -198829.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -198859.625000 Penalty: 3820.915771
	Iteration 15Q: 3 clusters Score -198859.6 nChanged 30
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: -198890.703125 Penalty: 3820.915771
	Iteration 16Q: 3 clusters Score -198890.7 nChanged 22
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: -198914.015625 Penalty: 3820.915771
	Iteration 17Q: 3 clusters Score -198914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -198928.843750 Penalty: 3820.915771
	Iteration 18Q: 3 clusters Score -198928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198939.500000 Penalty: 3820.915771
	Iteration 19Q: 3 clusters Score -198939.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198950.062500 Penalty: 3820.915771
	Iteration 20F: 3 clusters Score -198950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198958.968750 Penalty: 3820.915771
	Iteration 21Q: 3 clusters Score -198959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -198961.968750 Penalty: 3820.915771
	Iteration 22Q: 3 clusters Score -198962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198965.562500 Penalty: 3820.915771
	Iteration 23Q: 3 clusters Score -198965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -198968.765625 Penalty: 3820.915771
	Iteration 24Q: 3 clusters Score -198968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -198970.953125 Penalty: 3820.915771
	Iteration 25Q: 3 clusters Score -198971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -198974.500000 Penalty: 3820.915771
	Iteration 26Q: 3 clusters Score -198974.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -198980.546875 Penalty: 3820.915771
	Iteration 27Q: 3 clusters Score -198980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -198983.812500 Penalty: 3820.915771
	Iteration 28Q: 3 clusters Score -198983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -198984.171875 Penalty: 3820.915771
	Iteration 29Q: 3 clusters Score -198984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -198985.093750 Penalty: 3820.915771
	Iteration 30Q: 3 clusters Score -198985.1 nChanged 1
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: -198986.296875 Penalty: 3820.915771
	Iteration 31Q: 3 clusters Score -198986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -198986.953125 Penalty: 3820.915771
	Iteration 32Q: 3 clusters Score -198987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -198988.156250 Penalty: 3820.915771
	Iteration 33Q: 3 clusters Score -198988.2 nChanged 3
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: -198989.812500 Penalty: 3820.915771
	Iteration 34Q: 3 clusters Score -198989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -198990.359375 Penalty: 3820.915771
	Iteration 35Q: 3 clusters Score -198990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -198990.359375 Penalty: 3820.915771
	Iteration 36F: 3 clusters Score -198990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Entering Unmasked Estep 
Score: -983671.625000 Penalty: 2275.226074
	Iteration 0F: 2 clusters Score -983671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -976234.062500 Penalty: 4550.452148
	Iteration 0F: 3 clusters Score -976234.1 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -978263.937500 Penalty: 4550.452148
	Iteration 1F: 3 clusters Score -978263.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -978542.312500 Penalty: 4550.452148
	Iteration 2F: 3 clusters Score -978542.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -978710.937500 Penalty: 4550.452148
	Iteration 3Q: 3 clusters Score -978710.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -978811.062500 Penalty: 4550.452148
	Iteration 4Q: 3 clusters Score -978811.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -978889.875000 Penalty: 4550.452148
	Iteration 5Q: 3 clusters Score -978889.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -978954.750000 Penalty: 4550.452148
	Iteration 6Q: 3 clusters Score -978954.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -979016.187500 Penalty: 4550.452148
	Iteration 7Q: 3 clusters Score -979016.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -979076.375000 Penalty: 4550.452148
	Iteration 8Q: 3 clusters Score -979076.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -979155.562500 Penalty: 4550.452148
	Iteration 9Q: 3 clusters Score -979155.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -979240.437500 Penalty: 4550.452148
	Iteration 10Q: 3 clusters Score -979240.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -979347.625000 Penalty: 4550.452148
	Iteration 11Q: 3 clusters Score -979347.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -979473.937500 Penalty: 4550.452148
	Iteration 12Q: 3 clusters Score -979473.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -979632.562500 Penalty: 4550.452148
	Iteration 13Q: 3 clusters Score -979632.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -979809.625000 Penalty: 4550.452148
	Iteration 14Q: 3 clusters Score -979809.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -979977.250000 Penalty: 4550.452148
	Iteration 15Q: 3 clusters Score -979977.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -980166.000000 Penalty: 4550.452148
	Iteration 16Q: 3 clusters Score -980166 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -980372.250000 Penalty: 4550.452148
	Iteration 17Q: 3 clusters Score -980372.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -980545.500000 Penalty: 4550.452148
	Iteration 18Q: 3 clusters Score -980545.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -980705.500000 Penalty: 4550.452148
	Iteration 19Q: 3 clusters Score -980705.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -980858.750000 Penalty: 4550.452148
	Iteration 20F: 3 clusters Score -980858.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -980981.937500 Penalty: 4550.452148
	Iteration 21Q: 3 clusters Score -980981.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -981092.125000 Penalty: 4550.452148
	Iteration 22Q: 3 clusters Score -981092.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -981180.437500 Penalty: 4550.452148
	Iteration 23Q: 3 clusters Score -981180.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -981272.687500 Penalty: 4550.452148
	Iteration 24Q: 3 clusters Score -981272.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -981354.812500 Penalty: 4550.452148
	Iteration 25Q: 3 clusters Score -981354.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -981422.500000 Penalty: 4550.452148
	Iteration 26Q: 3 clusters Score -981422.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -981477.375000 Penalty: 4550.452148
	Iteration 27Q: 3 clusters Score -981477.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -981514.125000 Penalty: 4550.452148
	Iteration 28Q: 3 clusters Score -981514.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -981541.062500 Penalty: 4550.452148
	Iteration 29Q: 3 clusters Score -981541.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -981570.187500 Penalty: 4550.452148
	Iteration 30Q: 3 clusters Score -981570.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -981592.312500 Penalty: 4550.452148
	Iteration 31Q: 3 clusters Score -981592.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -981615.812500 Penalty: 4550.452148
	Iteration 32Q: 3 clusters Score -981615.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -981646.625000 Penalty: 4550.452148
	Iteration 33Q: 3 clusters Score -981646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -981664.250000 Penalty: 4550.452148
	Iteration 34Q: 3 clusters Score -981664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -981682.562500 Penalty: 4550.452148
	Iteration 35Q: 3 clusters Score -981682.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -981705.500000 Penalty: 4550.452148
	Iteration 36Q: 3 clusters Score -981705.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -981717.000000 Penalty: 4550.452148
	Iteration 37Q: 3 clusters Score -981717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -981721.312500 Penalty: 4550.452148
	Iteration 38Q: 3 clusters Score -981721.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -981724.500000 Penalty: 4550.452148
	Iteration 39Q: 3 clusters Score -981724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -981726.312500 Penalty: 4550.452148
	Iteration 40F: 3 clusters Score -981726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -981729.250000 Penalty: 4550.452148
	Iteration 41Q: 3 clusters Score -981729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -981729.937500 Penalty: 4550.452148
	Iteration 42Q: 3 clusters Score -981729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -981731.375000 Penalty: 4550.452148
	Iteration 43Q: 3 clusters Score -981731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -981732.812500 Penalty: 4550.452148
	Iteration 44Q: 3 clusters Score -981732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -981732.812500 Penalty: 4550.452148
	Iteration 45F: 3 clusters Score -981732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -605023.375000 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -605023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -599884.437500 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -599884.4 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -601118.562500 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -601118.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -601331.062500 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -601331.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -601491.937500 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -601491.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -601657.000000 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -601657 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -601783.687500 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -601783.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -601890.937500 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -601890.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -601991.250000 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -601991.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -602110.250000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -602110.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -602221.875000 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -602221.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -602306.625000 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -602306.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -602373.062500 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -602373.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -602436.062500 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -602436.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -602485.125000 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -602485.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -602518.625000 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -602518.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -602547.375000 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -602547.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -602568.000000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -602568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -602591.250000 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -602591.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -602613.812500 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -602613.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -602633.187500 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -602633.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -602646.562500 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -602646.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -602661.125000 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -602661.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -602672.562500 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -602672.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -602676.937500 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -602676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -602679.125000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -602679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -602681.687500 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -602681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -602685.875000 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -602685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -602687.000000 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -602687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -602690.687500 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -602690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -602692.750000 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -602692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -602694.375000 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -602694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -602699.062500 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -602699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -602704.000000 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -602704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -602708.812500 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -602708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -602712.125000 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -602712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -602716.562500 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -602716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -602722.812500 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -602722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -602726.125000 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -602726.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -602730.125000 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -602730.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -602732.250000 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -602732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -602742.437500 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -602742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -602749.437500 Penalty: 4311.974609
	Iteration 41Q: 3 clusters Score -602749.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -602760.250000 Penalty: 4311.974609
	Iteration 42Q: 3 clusters Score -602760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -602765.062500 Penalty: 4311.974609
	Iteration 43Q: 3 clusters Score -602765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -602769.437500 Penalty: 4311.974609
	Iteration 44Q: 3 clusters Score -602769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -602774.437500 Penalty: 4311.974609
	Iteration 45Q: 3 clusters Score -602774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -602780.187500 Penalty: 4311.974609
	Iteration 46Q: 3 clusters Score -602780.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -602782.812500 Penalty: 4311.974609
	Iteration 47Q: 3 clusters Score -602782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -602788.625000 Penalty: 4311.974609
	Iteration 48Q: 3 clusters Score -602788.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -602796.750000 Penalty: 4311.974609
	Iteration 49Q: 3 clusters Score -602796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -602800.750000 Penalty: 4311.974609
	Iteration 50Q: 3 clusters Score -602800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -602808.000000 Penalty: 4311.974609
	Iteration 51Q: 3 clusters Score -602808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -602819.250000 Penalty: 4311.974609
	Iteration 52Q: 3 clusters Score -602819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -602829.687500 Penalty: 4311.974609
	Iteration 53Q: 3 clusters Score -602829.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -602839.750000 Penalty: 4311.974609
	Iteration 54Q: 3 clusters Score -602839.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -602851.500000 Penalty: 4311.974609
	Iteration 55Q: 3 clusters Score -602851.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -602861.812500 Penalty: 4311.974609
	Iteration 56Q: 3 clusters Score -602861.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -602870.937500 Penalty: 4311.974609
	Iteration 57Q: 3 clusters Score -602870.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -602879.687500 Penalty: 4311.974609
	Iteration 58Q: 3 clusters Score -602879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -602884.875000 Penalty: 4311.974609
	Iteration 59Q: 3 clusters Score -602884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -602888.000000 Penalty: 4311.974609
	Iteration 60F: 3 clusters Score -602888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -602890.000000 Penalty: 4311.974609
	Iteration 61Q: 3 clusters Score -602890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -602894.875000 Penalty: 4311.974609
	Iteration 62Q: 3 clusters Score -602894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -602898.625000 Penalty: 4311.974609
	Iteration 63Q: 3 clusters Score -602898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -602902.750000 Penalty: 4311.974609
	Iteration 64Q: 3 clusters Score -602902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -602906.062500 Penalty: 4311.974609
	Iteration 65Q: 3 clusters Score -602906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -602909.875000 Penalty: 4311.974609
	Iteration 66Q: 3 clusters Score -602909.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -602913.187500 Penalty: 4311.974609
	Iteration 67Q: 3 clusters Score -602913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -602921.062500 Penalty: 4311.974609
	Iteration 68Q: 3 clusters Score -602921.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -602928.187500 Penalty: 4311.974609
	Iteration 69Q: 3 clusters Score -602928.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -602936.000000 Penalty: 4311.974609
	Iteration 70Q: 3 clusters Score -602936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -602944.375000 Penalty: 4311.974609
	Iteration 71Q: 3 clusters Score -602944.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -602955.562500 Penalty: 4311.974609
	Iteration 72Q: 3 clusters Score -602955.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -602965.250000 Penalty: 4311.974609
	Iteration 73Q: 3 clusters Score -602965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -602975.625000 Penalty: 4311.974609
	Iteration 74Q: 3 clusters Score -602975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -602984.687500 Penalty: 4311.974609
	Iteration 75Q: 3 clusters Score -602984.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -602990.750000 Penalty: 4311.974609
	Iteration 76Q: 3 clusters Score -602990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -602995.125000 Penalty: 4311.974609
	Iteration 77Q: 3 clusters Score -602995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -602998.437500 Penalty: 4311.974609
	Iteration 78Q: 3 clusters Score -602998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -603000.375000 Penalty: 4311.974609
	Iteration 79Q: 3 clusters Score -603000.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -603004.625000 Penalty: 4311.974609
	Iteration 80F: 3 clusters Score -603004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -603006.125000 Penalty: 4311.974609
	Iteration 81Q: 3 clusters Score -603006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -603007.625000 Penalty: 4311.974609
	Iteration 82Q: 3 clusters Score -603007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -603008.875000 Penalty: 4311.974609
	Iteration 83Q: 3 clusters Score -603008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -603008.875000 Penalty: 4311.974609
	Iteration 84F: 3 clusters Score -603008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 64281 members 
Mstep: Class 5 contains 22704 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12703 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 40195 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100235 members 
Mstep: Class 18 contains 16677 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 14510 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 5839 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7054 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 5071 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28775 members 
Mstep: Class 35 contains 33632 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14898 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954524.000000 Penalty: 148959.000000
Iteration 159Q: 46 clusters Score -5.895452e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64287 members 
Mstep: Class 5 contains 22674 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14098 members 
Mstep: Class 8 contains 9888 members 
Mstep: Class 9 contains 15770 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12751 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 40189 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100252 members 
Mstep: Class 18 contains 16680 members 
Mstep: Class 19 contains 11059 members 
Mstep: Class 20 contains 12669 members 
Mstep: Class 21 contains 14506 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 21985 members 
Mstep: Class 24 contains 2633 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7059 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24922 members 
Mstep: Class 32 contains 5072 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28773 members 
Mstep: Class 35 contains 33627 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14894 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954504.000000 Penalty: 148959.000000
Iteration 160F: 46 clusters Score -5.89545e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64281 members 
Mstep: Class 5 contains 22659 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14088 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 15761 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 100276 members 
Mstep: Class 18 contains 16682 members 
Mstep: Class 19 contains 11050 members 
Mstep: Class 20 contains 12665 members 
Mstep: Class 21 contains 14499 members 
Mstep: Class 22 contains 5295 members 
Mstep: Class 23 contains 21964 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 13260 members 
Mstep: Class 26 contains 5844 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7521 members 
Mstep: Class 29 contains 7059 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5072 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28770 members 
Mstep: Class 35 contains 33626 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14899 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954612.000000 Penalty: 148959.000000
Iteration 161Q: 46 clusters Score -5.895461e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 25242 members 
Mstep: Class 4 contains 64277 members 
Mstep: Class 5 contains 22641 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 15745 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 22288 members 
Mstep: Class 17 contains 100297 members 
Mstep: Class 18 contains 16679 members 
Mstep: Class 19 contains 11040 members 
Mstep: Class 20 contains 12661 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 5314 members 
Mstep: Class 23 contains 21946 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 13253 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7521 members 
Mstep: Class 29 contains 7060 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24917 members 
Mstep: Class 32 contains 5073 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28766 members 
Mstep: Class 35 contains 33626 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 3758 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14902 members 
Mstep: Class 42 contains 2289 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954656.000000 Penalty: 148959.000000
Iteration 162Q: 46 clusters Score -5.895466e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64271 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14076 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 15731 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 22288 members 
Mstep: Class 17 contains 100317 members 
Mstep: Class 18 contains 16671 members 
Mstep: Class 19 contains 11031 members 
Mstep: Class 20 contains 12658 members 
Mstep: Class 21 contains 14479 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 21931 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 13244 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 7062 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24918 members 
Mstep: Class 32 contains 5077 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28760 members 
Mstep: Class 35 contains 33630 members 
Mstep: Class 36 contains 1283 members 
Mstep: Class 37 contains 3756 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14913 members 
Mstep: Class 42 contains 2291 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954656.000000 Penalty: 148959.000000
Iteration 163Q: 46 clusters Score -5.895466e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64266 members 
Mstep: Class 5 contains 22614 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14076 members 
Mstep: Class 8 contains 10004 members 
Mstep: Class 9 contains 15722 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12884 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 40178 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 22288 members 
Mstep: Class 17 contains 100344 members 
Mstep: Class 18 contains 16664 members 
Mstep: Class 19 contains 11020 members 
Mstep: Class 20 contains 12660 members 
Mstep: Class 21 contains 14470 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 21909 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 13229 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24918 members 
Mstep: Class 32 contains 5078 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28757 members 
Mstep: Class 35 contains 33627 members 
Mstep: Class 36 contains 1284 members 
Mstep: Class 37 contains 3756 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14907 members 
Mstep: Class 42 contains 2291 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954632.000000 Penalty: 148959.000000
Iteration 164Q: 46 clusters Score -5.895463e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25239 members 
Mstep: Class 4 contains 64263 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14073 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 15716 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12907 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22288 members 
Mstep: Class 17 contains 100378 members 
Mstep: Class 18 contains 16659 members 
Mstep: Class 19 contains 11010 members 
Mstep: Class 20 contains 12658 members 
Mstep: Class 21 contains 14462 members 
Mstep: Class 22 contains 5372 members 
Mstep: Class 23 contains 21875 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 13226 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 7069 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24918 members 
Mstep: Class 32 contains 5082 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28753 members 
Mstep: Class 35 contains 33624 members 
Mstep: Class 36 contains 1284 members 
Mstep: Class 37 contains 3756 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14899 members 
Mstep: Class 42 contains 2292 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954460.000000 Penalty: 148959.000000
Iteration 165Q: 46 clusters Score -5.895446e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25240 members 
Mstep: Class 4 contains 64260 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14078 members 
Mstep: Class 8 contains 10053 members 
Mstep: Class 9 contains 15701 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 40166 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 100407 members 
Mstep: Class 18 contains 16653 members 
Mstep: Class 19 contains 10993 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 14456 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 21847 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 13225 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7527 members 
Mstep: Class 29 contains 7072 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24918 members 
Mstep: Class 32 contains 5087 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28753 members 
Mstep: Class 35 contains 33621 members 
Mstep: Class 36 contains 1284 members 
Mstep: Class 37 contains 3757 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14889 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954524.000000 Penalty: 148959.000000
Iteration 166Q: 46 clusters Score -5.895452e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 64248 members 
Mstep: Class 5 contains 22593 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 14079 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 12960 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 40162 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 22285 members 
Mstep: Class 17 contains 100430 members 
Mstep: Class 18 contains 16647 members 
Mstep: Class 19 contains 10981 members 
Mstep: Class 20 contains 12651 members 
Mstep: Class 21 contains 14456 members 
Mstep: Class 22 contains 5415 members 
Mstep: Class 23 contains 21822 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 13228 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7528 members 
Mstep: Class 29 contains 7079 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5091 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28751 members 
Mstep: Class 35 contains 33622 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14876 members 
Mstep: Class 42 contains 2290 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954472.000000 Penalty: 148959.000000
Iteration 167Q: 46 clusters Score -5.895447e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25239 members 
Mstep: Class 4 contains 64239 members 
Mstep: Class 5 contains 22583 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 14083 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 15676 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40161 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 22284 members 
Mstep: Class 17 contains 100455 members 
Mstep: Class 18 contains 16638 members 
Mstep: Class 19 contains 10968 members 
Mstep: Class 20 contains 12648 members 
Mstep: Class 21 contains 14450 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 21800 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 13231 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7527 members 
Mstep: Class 29 contains 7083 members 
Mstep: Class 30 contains 5609 members 
Mstep: Class 31 contains 24922 members 
Mstep: Class 32 contains 5094 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28749 members 
Mstep: Class 35 contains 33621 members 
Mstep: Class 36 contains 1286 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14868 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954480.000000 Penalty: 148959.000000
Iteration 168Q: 46 clusters Score -5.895448e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64232 members 
Mstep: Class 5 contains 22572 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 14088 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 15671 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13012 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40150 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100472 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 10962 members 
Mstep: Class 20 contains 12644 members 
Mstep: Class 21 contains 14444 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 21785 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 13236 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7524 members 
Mstep: Class 29 contains 7085 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24922 members 
Mstep: Class 32 contains 5094 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28748 members 
Mstep: Class 35 contains 33618 members 
Mstep: Class 36 contains 1286 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14875 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954476.000000 Penalty: 148959.000000
Iteration 169Q: 46 clusters Score -5.895448e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64231 members 
Mstep: Class 5 contains 22560 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 14091 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 9 contains 15669 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13028 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40138 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100498 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 19 contains 10956 members 
Mstep: Class 20 contains 12635 members 
Mstep: Class 21 contains 14441 members 
Mstep: Class 22 contains 5464 members 
Mstep: Class 23 contains 21759 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 13238 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7521 members 
Mstep: Class 29 contains 7084 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28748 members 
Mstep: Class 35 contains 33615 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14886 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954456.000000 Penalty: 148959.000000
Iteration 170Q: 46 clusters Score -5.895446e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64227 members 
Mstep: Class 5 contains 22553 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 14093 members 
Mstep: Class 8 contains 10125 members 
Mstep: Class 9 contains 15667 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13045 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40132 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100528 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 19 contains 10948 members 
Mstep: Class 20 contains 12635 members 
Mstep: Class 21 contains 14437 members 
Mstep: Class 22 contains 5475 members 
Mstep: Class 23 contains 21732 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13221 members 
Mstep: Class 26 contains 5844 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 7086 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24923 members 
Mstep: Class 32 contains 5093 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28746 members 
Mstep: Class 35 contains 33612 members 
Mstep: Class 36 contains 1286 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14894 members 
Mstep: Class 42 contains 2289 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954448.000000 Penalty: 148959.000000
Iteration 171Q: 46 clusters Score -5.895445e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64222 members 
Mstep: Class 5 contains 22548 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 14088 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 15666 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 13061 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40131 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100556 members 
Mstep: Class 18 contains 16622 members 
Mstep: Class 19 contains 10942 members 
Mstep: Class 20 contains 12629 members 
Mstep: Class 21 contains 14434 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 21710 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 5844 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7521 members 
Mstep: Class 29 contains 7087 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24924 members 
Mstep: Class 32 contains 5091 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28744 members 
Mstep: Class 35 contains 33613 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14886 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954476.000000 Penalty: 148959.000000
Iteration 172Q: 46 clusters Score -5.895448e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64218 members 
Mstep: Class 5 contains 22538 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 14081 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 15661 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 13075 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40126 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100593 members 
Mstep: Class 18 contains 16622 members 
Mstep: Class 19 contains 10932 members 
Mstep: Class 20 contains 12624 members 
Mstep: Class 21 contains 14434 members 
Mstep: Class 22 contains 5499 members 
Mstep: Class 23 contains 21678 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24924 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28746 members 
Mstep: Class 35 contains 33613 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14892 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954508.000000 Penalty: 148959.000000
Iteration 173Q: 46 clusters Score -5.895451e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64210 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14074 members 
Mstep: Class 8 contains 10186 members 
Mstep: Class 9 contains 15659 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40126 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100620 members 
Mstep: Class 18 contains 16621 members 
Mstep: Class 19 contains 10926 members 
Mstep: Class 20 contains 12618 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 21659 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13190 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 7094 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24924 members 
Mstep: Class 32 contains 5089 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28740 members 
Mstep: Class 35 contains 33614 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3757 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14897 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2216 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954508.000000 Penalty: 148959.000000
Iteration 174Q: 46 clusters Score -5.895451e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64199 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14067 members 
Mstep: Class 8 contains 10215 members 
Mstep: Class 9 contains 15656 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 13125 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40130 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100641 members 
Mstep: Class 18 contains 16621 members 
Mstep: Class 19 contains 10922 members 
Mstep: Class 20 contains 12612 members 
Mstep: Class 21 contains 14427 members 
Mstep: Class 22 contains 5510 members 
Mstep: Class 23 contains 21644 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13169 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7524 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24924 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28741 members 
Mstep: Class 35 contains 33615 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14900 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954572.000000 Penalty: 148959.000000
Iteration 175Q: 46 clusters Score -5.895457e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64191 members 
Mstep: Class 5 contains 22507 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14060 members 
Mstep: Class 8 contains 10228 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 13153 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100657 members 
Mstep: Class 18 contains 16618 members 
Mstep: Class 19 contains 10918 members 
Mstep: Class 20 contains 12605 members 
Mstep: Class 21 contains 14426 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 21632 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 7097 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24925 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28738 members 
Mstep: Class 35 contains 33614 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14907 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954572.000000 Penalty: 148959.000000
Iteration 176Q: 46 clusters Score -5.895457e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64185 members 
Mstep: Class 5 contains 22501 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14053 members 
Mstep: Class 8 contains 10243 members 
Mstep: Class 9 contains 15645 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 40128 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100662 members 
Mstep: Class 18 contains 16617 members 
Mstep: Class 19 contains 10912 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 14426 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 21625 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 13146 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7520 members 
Mstep: Class 29 contains 7098 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24921 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28732 members 
Mstep: Class 35 contains 33614 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3750 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14915 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954512.000000 Penalty: 148959.000000
Iteration 177Q: 46 clusters Score -5.895451e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64177 members 
Mstep: Class 5 contains 22490 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14045 members 
Mstep: Class 8 contains 10268 members 
Mstep: Class 9 contains 15639 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13228 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40123 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100672 members 
Mstep: Class 18 contains 16614 members 
Mstep: Class 19 contains 10906 members 
Mstep: Class 20 contains 12604 members 
Mstep: Class 21 contains 14425 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 21616 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 13141 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 7101 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5092 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28730 members 
Mstep: Class 35 contains 33610 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3742 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14920 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954544.000000 Penalty: 148959.000000
Iteration 178Q: 46 clusters Score -5.895454e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64169 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14039 members 
Mstep: Class 8 contains 10283 members 
Mstep: Class 9 contains 15638 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13248 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40127 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100686 members 
Mstep: Class 18 contains 16613 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 20 contains 12602 members 
Mstep: Class 21 contains 14419 members 
Mstep: Class 22 contains 5532 members 
Mstep: Class 23 contains 21606 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 13143 members 
Mstep: Class 26 contains 5849 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7525 members 
Mstep: Class 29 contains 7101 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5094 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28723 members 
Mstep: Class 35 contains 33606 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14919 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954548.000000 Penalty: 148959.000000
Iteration 179Q: 46 clusters Score -5.895455e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 25237 members 
Mstep: Class 4 contains 64167 members 
Mstep: Class 5 contains 22479 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14036 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 15634 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13270 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40129 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100697 members 
Mstep: Class 18 contains 16611 members 
Mstep: Class 19 contains 10896 members 
Mstep: Class 20 contains 12601 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 21595 members 
Mstep: Class 24 contains 2633 members 
Mstep: Class 25 contains 13149 members 
Mstep: Class 26 contains 5848 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 7102 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5094 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28718 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3729 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14916 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954620.000000 Penalty: 148959.000000
Iteration 180F: 46 clusters Score -5.895462e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 25237 members 
Mstep: Class 4 contains 64158 members 
Mstep: Class 5 contains 22475 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 15634 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40120 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100712 members 
Mstep: Class 18 contains 16611 members 
Mstep: Class 19 contains 10892 members 
Mstep: Class 20 contains 12598 members 
Mstep: Class 21 contains 14408 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 21588 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 13140 members 
Mstep: Class 26 contains 5848 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 7104 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24919 members 
Mstep: Class 32 contains 5094 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28714 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3729 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4345 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14907 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954644.000000 Penalty: 148959.000000
Iteration 181Q: 46 clusters Score -5.895464e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 4 contains 64153 members 
Mstep: Class 5 contains 22470 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 10312 members 
Mstep: Class 9 contains 15633 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 13324 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40114 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100721 members 
Mstep: Class 18 contains 16611 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 12599 members 
Mstep: Class 21 contains 14407 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 21581 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13134 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 10781 members 
Mstep: Class 28 contains 7527 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24919 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28708 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14894 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954484.000000 Penalty: 148959.000000
Iteration 182Q: 46 clusters Score -5.895448e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64146 members 
Mstep: Class 5 contains 22468 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 15633 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13348 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40108 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100735 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 10886 members 
Mstep: Class 20 contains 12597 members 
Mstep: Class 21 contains 14404 members 
Mstep: Class 22 contains 5562 members 
Mstep: Class 23 contains 21572 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 13121 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7527 members 
Mstep: Class 29 contains 7106 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24919 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28704 members 
Mstep: Class 35 contains 33593 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4348 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14893 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954564.000000 Penalty: 148959.000000
Iteration 183Q: 46 clusters Score -5.895456e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64140 members 
Mstep: Class 5 contains 22463 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 14036 members 
Mstep: Class 8 contains 10326 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13369 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40113 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100748 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 10884 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 14400 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 21561 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13116 members 
Mstep: Class 26 contains 5849 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 7528 members 
Mstep: Class 29 contains 7106 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24919 members 
Mstep: Class 32 contains 5096 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28700 members 
Mstep: Class 35 contains 33590 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4348 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14890 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954540.000000 Penalty: 148959.000000
Iteration 184Q: 46 clusters Score -5.895454e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64130 members 
Mstep: Class 5 contains 22459 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 10329 members 
Mstep: Class 9 contains 15631 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13394 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40116 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100762 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 14398 members 
Mstep: Class 22 contains 5569 members 
Mstep: Class 23 contains 21550 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13111 members 
Mstep: Class 26 contains 5849 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 7106 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5097 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28699 members 
Mstep: Class 35 contains 33586 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4348 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14892 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954576.000000 Penalty: 148959.000000
Iteration 185Q: 46 clusters Score -5.895458e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64124 members 
Mstep: Class 5 contains 22455 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 8 contains 10337 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13421 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40118 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100773 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 12577 members 
Mstep: Class 21 contains 14394 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 21538 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13098 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 7524 members 
Mstep: Class 29 contains 7106 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5097 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28696 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4348 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14892 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954508.000000 Penalty: 148959.000000
Iteration 186Q: 46 clusters Score -5.895451e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64121 members 
Mstep: Class 5 contains 22451 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 8 contains 10341 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13449 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40116 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 100776 members 
Mstep: Class 18 contains 16603 members 
Mstep: Class 19 contains 10880 members 
Mstep: Class 20 contains 12574 members 
Mstep: Class 21 contains 14390 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 21534 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13090 members 
Mstep: Class 26 contains 5852 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 7521 members 
Mstep: Class 29 contains 7106 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5097 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28695 members 
Mstep: Class 35 contains 33585 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14891 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954576.000000 Penalty: 148959.000000
Iteration 187Q: 46 clusters Score -5.895458e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64110 members 
Mstep: Class 5 contains 22450 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 14027 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13473 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40116 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100783 members 
Mstep: Class 18 contains 16601 members 
Mstep: Class 19 contains 10877 members 
Mstep: Class 20 contains 12571 members 
Mstep: Class 21 contains 14389 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 21525 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13085 members 
Mstep: Class 26 contains 5857 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 7518 members 
Mstep: Class 29 contains 7108 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28696 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3720 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14890 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954600.000000 Penalty: 148959.000000
Iteration 188Q: 46 clusters Score -5.89546e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64105 members 
Mstep: Class 5 contains 22447 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 14027 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 15628 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 13493 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 40118 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100793 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 10876 members 
Mstep: Class 20 contains 12570 members 
Mstep: Class 21 contains 14388 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 21518 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10778 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7109 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24917 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28694 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14886 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954620.000000 Penalty: 148959.000000
Iteration 189Q: 46 clusters Score -5.895462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64099 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 14026 members 
Mstep: Class 8 contains 10353 members 
Mstep: Class 9 contains 15623 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13516 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40124 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100798 members 
Mstep: Class 18 contains 16600 members 
Mstep: Class 19 contains 10874 members 
Mstep: Class 20 contains 12570 members 
Mstep: Class 21 contains 14383 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 21513 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 5855 members 
Mstep: Class 27 contains 10777 members 
Mstep: Class 28 contains 7517 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28687 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14888 members 
Mstep: Class 42 contains 2284 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954588.000000 Penalty: 148959.000000
Iteration 190Q: 46 clusters Score -5.895459e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64095 members 
Mstep: Class 5 contains 22437 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14028 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13546 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40121 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 100805 members 
Mstep: Class 18 contains 16601 members 
Mstep: Class 19 contains 10870 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 14379 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 21508 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13089 members 
Mstep: Class 26 contains 5855 members 
Mstep: Class 27 contains 10777 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28680 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14887 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2214 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954540.000000 Penalty: 148959.000000
Iteration 191Q: 46 clusters Score -5.895454e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25235 members 
Mstep: Class 4 contains 64091 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14030 members 
Mstep: Class 8 contains 10359 members 
Mstep: Class 9 contains 15617 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13568 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40124 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100811 members 
Mstep: Class 18 contains 16600 members 
Mstep: Class 19 contains 10869 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 14371 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 21503 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 13092 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10776 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28681 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14889 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9647 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954500.000000 Penalty: 148959.000000
Iteration 192Q: 46 clusters Score -5.89545e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64092 members 
Mstep: Class 5 contains 22421 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 8 contains 10362 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13578 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40130 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100816 members 
Mstep: Class 18 contains 16597 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 21500 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 13093 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 10776 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5099 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28681 members 
Mstep: Class 35 contains 33585 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14886 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954556.000000 Penalty: 148959.000000
Iteration 193Q: 46 clusters Score -5.895456e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64091 members 
Mstep: Class 5 contains 22415 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14033 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13585 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40138 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22279 members 
Mstep: Class 17 contains 100821 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 12557 members 
Mstep: Class 21 contains 14361 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 21497 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 13088 members 
Mstep: Class 26 contains 5862 members 
Mstep: Class 27 contains 10775 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5100 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28682 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14882 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954512.000000 Penalty: 148959.000000
Iteration 194Q: 46 clusters Score -5.895451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64088 members 
Mstep: Class 5 contains 22410 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13592 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40143 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22279 members 
Mstep: Class 17 contains 100826 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 19 contains 10869 members 
Mstep: Class 20 contains 12556 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 5586 members 
Mstep: Class 23 contains 21491 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7516 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5101 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28680 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14888 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954496.000000 Penalty: 148959.000000
Iteration 195Q: 46 clusters Score -5.89545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64088 members 
Mstep: Class 5 contains 22405 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40146 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100836 members 
Mstep: Class 18 contains 16593 members 
Mstep: Class 19 contains 10869 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 21478 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 7111 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5103 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 28679 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14889 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954468.000000 Penalty: 148959.000000
Iteration 196Q: 46 clusters Score -5.895447e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64088 members 
Mstep: Class 5 contains 22402 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14029 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13611 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40149 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100845 members 
Mstep: Class 18 contains 16591 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 12557 members 
Mstep: Class 21 contains 14358 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 21472 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 5860 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 7111 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5104 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28676 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14892 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954476.000000 Penalty: 148959.000000
Iteration 197Q: 46 clusters Score -5.895448e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64087 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14026 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 15609 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 13622 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40153 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100850 members 
Mstep: Class 18 contains 16588 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 12556 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 21465 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7111 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28675 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4346 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14889 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954500.000000 Penalty: 148959.000000
Iteration 198Q: 46 clusters Score -5.89545e+07 nChanged 36
Entering ConstructFrom: 
Score: -58954500.000000 Penalty: 148959.000000
Entering ConstructFrom: 
Trying to split cluster 1 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -639306.687500 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -639306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -633412.187500 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -633412.2 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -635183.875000 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -635183.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -635726.250000 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -635726.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -636313.187500 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -636313.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -636847.437500 Penalty: 4402.696777
	Iteration 4F: 3 clusters Score -636847.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -637361.125000 Penalty: 4402.696777
	Iteration 5F: 3 clusters Score -637361.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -637751.500000 Penalty: 4402.696777
	Iteration 6F: 3 clusters Score -637751.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -638030.375000 Penalty: 4402.696777
	Iteration 7F: 3 clusters Score -638030.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -638193.375000 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -638193.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -638288.562500 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -638288.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -638360.437500 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -638360.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -638432.125000 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -638432.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -638496.562500 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -638496.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -638556.187500 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -638556.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -638600.250000 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -638600.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -638633.687500 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -638633.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -638652.250000 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -638652.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -638666.750000 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -638666.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -638674.812500 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -638674.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -638683.000000 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -638683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -638688.750000 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -638688.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -638691.562500 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -638691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -638697.375000 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -638697.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -638700.812500 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -638700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -638704.500000 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -638704.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -638705.062500 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -638705.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -638707.125000 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -638707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -638709.125000 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -638709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -638709.562500 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -638709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -638710.812500 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -638710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -638712.062500 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -638712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -638712.812500 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -638712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -638713.062500 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -638713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -638713.062500 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -638713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -638714.937500 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -638714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -638715.750000 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -638715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -638715.750000 Penalty: 4402.696777
	Iteration 36F: 3 clusters Score -638715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -193564.234375 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -193564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -190824.765625 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -190824.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -191484.734375 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -191484.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -191777.531250 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -191777.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -192004.437500 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -192004.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -192142.531250 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -192142.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -192218.921875 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -192218.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -192266.062500 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -192266.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -192300.656250 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -192300.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -192332.968750 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -192333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -192355.156250 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -192355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -192364.000000 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -192364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -192373.109375 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -192373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -192377.218750 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -192377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -192380.640625 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -192380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -192383.109375 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -192383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -192384.625000 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -192384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -192385.718750 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -192385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -192386.234375 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -192386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -192386.750000 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -192386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -192386.750000 Penalty: 3838.937988
	Iteration 19F: 3 clusters Score -192386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Entering Unmasked Estep 
Score: -2589903.250000 Penalty: 2513.695312
	Iteration 0F: 2 clusters Score -2589903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2572409.250000 Penalty: 5027.390625
	Iteration 0F: 3 clusters Score -2572409 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2578387.750000 Penalty: 5027.390625
	Iteration 1F: 3 clusters Score -2578388 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2578981.500000 Penalty: 5027.390625
	Iteration 2F: 3 clusters Score -2578982 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2579696.500000 Penalty: 5027.390625
	Iteration 3F: 3 clusters Score -2579696 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2580651.500000 Penalty: 5027.390625
	Iteration 4F: 3 clusters Score -2580652 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2581868.750000 Penalty: 5027.390625
	Iteration 5F: 3 clusters Score -2581869 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2583152.750000 Penalty: 5027.390625
	Iteration 6F: 3 clusters Score -2583153 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2584301.000000 Penalty: 5027.390625
	Iteration 7F: 3 clusters Score -2584301 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2585126.250000 Penalty: 5027.390625
	Iteration 8F: 3 clusters Score -2585126 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2585626.250000 Penalty: 5027.390625
	Iteration 9Q: 3 clusters Score -2585626 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2585992.000000 Penalty: 5027.390625
	Iteration 10Q: 3 clusters Score -2585992 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2586213.500000 Penalty: 5027.390625
	Iteration 11Q: 3 clusters Score -2586214 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2586390.250000 Penalty: 5027.390625
	Iteration 12Q: 3 clusters Score -2586390 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2586519.500000 Penalty: 5027.390625
	Iteration 13Q: 3 clusters Score -2586520 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2586621.000000 Penalty: 5027.390625
	Iteration 14Q: 3 clusters Score -2586621 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2586729.000000 Penalty: 5027.390625
	Iteration 15Q: 3 clusters Score -2586729 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2586829.750000 Penalty: 5027.390625
	Iteration 16Q: 3 clusters Score -2586830 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2586929.000000 Penalty: 5027.390625
	Iteration 17Q: 3 clusters Score -2586929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2587012.000000 Penalty: 5027.390625
	Iteration 18Q: 3 clusters Score -2587012 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2587088.500000 Penalty: 5027.390625
	Iteration 19Q: 3 clusters Score -2587088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2587159.000000 Penalty: 5027.390625
	Iteration 20F: 3 clusters Score -2587159 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2587226.250000 Penalty: 5027.390625
	Iteration 21Q: 3 clusters Score -2587226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2587286.750000 Penalty: 5027.390625
	Iteration 22Q: 3 clusters Score -2587287 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2587341.750000 Penalty: 5027.390625
	Iteration 23Q: 3 clusters Score -2587342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2587412.750000 Penalty: 5027.390625
	Iteration 24Q: 3 clusters Score -2587413 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2587461.250000 Penalty: 5027.390625
	Iteration 25Q: 3 clusters Score -2587461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2587513.500000 Penalty: 5027.390625
	Iteration 26Q: 3 clusters Score -2587514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2587562.250000 Penalty: 5027.390625
	Iteration 27Q: 3 clusters Score -2587562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2587596.000000 Penalty: 5027.390625
	Iteration 28Q: 3 clusters Score -2587596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2587630.000000 Penalty: 5027.390625
	Iteration 29Q: 3 clusters Score -2587630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2587662.500000 Penalty: 5027.390625
	Iteration 30Q: 3 clusters Score -2587662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2587693.000000 Penalty: 5027.390625
	Iteration 31Q: 3 clusters Score -2587693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2587701.000000 Penalty: 5027.390625
	Iteration 32Q: 3 clusters Score -2587701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2587719.250000 Penalty: 5027.390625
	Iteration 33Q: 3 clusters Score -2587719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2587730.000000 Penalty: 5027.390625
	Iteration 34Q: 3 clusters Score -2587730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2587734.000000 Penalty: 5027.390625
	Iteration 35Q: 3 clusters Score -2587734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2587743.500000 Penalty: 5027.390625
	Iteration 36Q: 3 clusters Score -2587744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2587750.000000 Penalty: 5027.390625
	Iteration 37Q: 3 clusters Score -2587750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2587756.500000 Penalty: 5027.390625
	Iteration 38Q: 3 clusters Score -2587756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2587764.500000 Penalty: 5027.390625
	Iteration 39Q: 3 clusters Score -2587764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2587773.000000 Penalty: 5027.390625
	Iteration 40F: 3 clusters Score -2587773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2587779.750000 Penalty: 5027.390625
	Iteration 41Q: 3 clusters Score -2587780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2587797.750000 Penalty: 5027.390625
	Iteration 42Q: 3 clusters Score -2587798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2587796.250000 Penalty: 5027.390625
	Iteration 43Q: 3 clusters Score -2587796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2587805.750000 Penalty: 5027.390625
	Iteration 44Q: 3 clusters Score -2587806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2587813.500000 Penalty: 5027.390625
	Iteration 45Q: 3 clusters Score -2587814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2587811.500000 Penalty: 5027.390625
	Iteration 46Q: 3 clusters Score -2587812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2587814.000000 Penalty: 5027.390625
	Iteration 47Q: 3 clusters Score -2587814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2587821.000000 Penalty: 5027.390625
	Iteration 48Q: 3 clusters Score -2587821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2587827.000000 Penalty: 5027.390625
	Iteration 49Q: 3 clusters Score -2587827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2587823.500000 Penalty: 5027.390625
	Iteration 50Q: 3 clusters Score -2587824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2587825.750000 Penalty: 5027.390625
	Iteration 51Q: 3 clusters Score -2587826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2587828.500000 Penalty: 5027.390625
	Iteration 52Q: 3 clusters Score -2587828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2587831.500000 Penalty: 5027.390625
	Iteration 53Q: 3 clusters Score -2587832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2587830.000000 Penalty: 5027.390625
	Iteration 54Q: 3 clusters Score -2587830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2587828.250000 Penalty: 5027.390625
	Iteration 55Q: 3 clusters Score -2587828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2587829.500000 Penalty: 5027.390625
	Iteration 56Q: 3 clusters Score -2587830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2587829.250000 Penalty: 5027.390625
	Iteration 57Q: 3 clusters Score -2587829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2587830.250000 Penalty: 5027.390625
	Iteration 58Q: 3 clusters Score -2587830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2587828.500000 Penalty: 5027.390625
	Iteration 59Q: 3 clusters Score -2587828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2587828.500000 Penalty: 5027.390625
	Iteration 60F: 3 clusters Score -2587828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Entering Unmasked Estep 
Score: -6437077.000000 Penalty: 2744.859131
	Iteration 0F: 2 clusters Score -6437077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6393965.000000 Penalty: 5489.718262
	Iteration 0F: 3 clusters Score -6393965 nChanged 29950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -6411113.000000 Penalty: 5489.718262
	Iteration 1F: 3 clusters Score -6411113 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6411896.500000 Penalty: 5489.718262
	Iteration 2Q: 3 clusters Score -6411896 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -6412915.500000 Penalty: 5489.718262
	Iteration 3Q: 3 clusters Score -6412916 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6414238.000000 Penalty: 5489.718262
	Iteration 4Q: 3 clusters Score -6414238 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -6416157.000000 Penalty: 5489.718262
	Iteration 5F: 3 clusters Score -6416157 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6418448.000000 Penalty: 5489.718262
	Iteration 6F: 3 clusters Score -6418448 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -6421026.500000 Penalty: 5489.718262
	Iteration 7F: 3 clusters Score -6421026 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -6423371.500000 Penalty: 5489.718262
	Iteration 8F: 3 clusters Score -6423372 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -6425296.000000 Penalty: 5489.718262
	Iteration 9F: 3 clusters Score -6425296 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -6426665.500000 Penalty: 5489.718262
	Iteration 10Q: 3 clusters Score -6426666 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -6427766.500000 Penalty: 5489.718262
	Iteration 11Q: 3 clusters Score -6427766 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6428623.500000 Penalty: 5489.718262
	Iteration 12Q: 3 clusters Score -6428624 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -6429189.500000 Penalty: 5489.718262
	Iteration 13Q: 3 clusters Score -6429190 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -6429559.000000 Penalty: 5489.718262
	Iteration 14Q: 3 clusters Score -6429559 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -6429846.000000 Penalty: 5489.718262
	Iteration 15Q: 3 clusters Score -6429846 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -6429991.000000 Penalty: 5489.718262
	Iteration 16Q: 3 clusters Score -6429991 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -6430120.000000 Penalty: 5489.718262
	Iteration 17Q: 3 clusters Score -6430120 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -6430147.000000 Penalty: 5489.718262
	Iteration 18Q: 3 clusters Score -6430147 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -6430147.000000 Penalty: 5489.718262
	Iteration 19Q: 3 clusters Score -6430147 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -6430162.000000 Penalty: 5489.718262
	Iteration 20F: 3 clusters Score -6430162 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -6430190.000000 Penalty: 5489.718262
	Iteration 21Q: 3 clusters Score -6430190 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6430229.000000 Penalty: 5489.718262
	Iteration 22Q: 3 clusters Score -6430229 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6430255.000000 Penalty: 5489.718262
	Iteration 23Q: 3 clusters Score -6430255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6430275.000000 Penalty: 5489.718262
	Iteration 24Q: 3 clusters Score -6430275 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -6430290.500000 Penalty: 5489.718262
	Iteration 25Q: 3 clusters Score -6430290 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -6430327.000000 Penalty: 5489.718262
	Iteration 26Q: 3 clusters Score -6430327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -6430313.000000 Penalty: 5489.718262
	Iteration 27Q: 3 clusters Score -6430313 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -6430335.000000 Penalty: 5489.718262
	Iteration 28Q: 3 clusters Score -6430335 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -6430361.500000 Penalty: 5489.718262
	Iteration 29Q: 3 clusters Score -6430362 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6430387.500000 Penalty: 5489.718262
	Iteration 30Q: 3 clusters Score -6430388 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6430436.000000 Penalty: 5489.718262
	Iteration 31Q: 3 clusters Score -6430436 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -6430445.500000 Penalty: 5489.718262
	Iteration 32Q: 3 clusters Score -6430446 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6430463.500000 Penalty: 5489.718262
	Iteration 33Q: 3 clusters Score -6430464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -6430499.000000 Penalty: 5489.718262
	Iteration 34Q: 3 clusters Score -6430499 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -6430535.500000 Penalty: 5489.718262
	Iteration 35Q: 3 clusters Score -6430536 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -6430557.000000 Penalty: 5489.718262
	Iteration 36Q: 3 clusters Score -6430557 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6430566.000000 Penalty: 5489.718262
	Iteration 37Q: 3 clusters Score -6430566 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6430581.500000 Penalty: 5489.718262
	Iteration 38Q: 3 clusters Score -6430582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -6430629.000000 Penalty: 5489.718262
	Iteration 39Q: 3 clusters Score -6430629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6430656.000000 Penalty: 5489.718262
	Iteration 40F: 3 clusters Score -6430656 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6430692.000000 Penalty: 5489.718262
	Iteration 41Q: 3 clusters Score -6430692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6430724.000000 Penalty: 5489.718262
	Iteration 42Q: 3 clusters Score -6430724 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -6430761.500000 Penalty: 5489.718262
	Iteration 43Q: 3 clusters Score -6430762 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6430792.500000 Penalty: 5489.718262
	Iteration 44Q: 3 clusters Score -6430792 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6430812.000000 Penalty: 5489.718262
	Iteration 45Q: 3 clusters Score -6430812 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6430846.500000 Penalty: 5489.718262
	Iteration 46Q: 3 clusters Score -6430846 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6430897.500000 Penalty: 5489.718262
	Iteration 47Q: 3 clusters Score -6430898 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -6430935.500000 Penalty: 5489.718262
	Iteration 48Q: 3 clusters Score -6430936 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -6430973.500000 Penalty: 5489.718262
	Iteration 49Q: 3 clusters Score -6430974 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -6431025.000000 Penalty: 5489.718262
	Iteration 50Q: 3 clusters Score -6431025 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -6431076.000000 Penalty: 5489.718262
	Iteration 51Q: 3 clusters Score -6431076 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6431131.500000 Penalty: 5489.718262
	Iteration 52Q: 3 clusters Score -6431132 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6431161.500000 Penalty: 5489.718262
	Iteration 53Q: 3 clusters Score -6431162 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6431207.500000 Penalty: 5489.718262
	Iteration 54Q: 3 clusters Score -6431208 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -6431253.000000 Penalty: 5489.718262
	Iteration 55Q: 3 clusters Score -6431253 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6431287.500000 Penalty: 5489.718262
	Iteration 56Q: 3 clusters Score -6431288 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6431325.000000 Penalty: 5489.718262
	Iteration 57Q: 3 clusters Score -6431325 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6431363.000000 Penalty: 5489.718262
	Iteration 58Q: 3 clusters Score -6431363 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6431419.000000 Penalty: 5489.718262
	Iteration 59Q: 3 clusters Score -6431419 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6431472.000000 Penalty: 5489.718262
	Iteration 60F: 3 clusters Score -6431472 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6431520.500000 Penalty: 5489.718262
	Iteration 61Q: 3 clusters Score -6431520 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -6431583.000000 Penalty: 5489.718262
	Iteration 62Q: 3 clusters Score -6431583 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -6431664.000000 Penalty: 5489.718262
	Iteration 63Q: 3 clusters Score -6431664 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -6431694.500000 Penalty: 5489.718262
	Iteration 64Q: 3 clusters Score -6431694 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -6431756.000000 Penalty: 5489.718262
	Iteration 65Q: 3 clusters Score -6431756 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -6431827.500000 Penalty: 5489.718262
	Iteration 66Q: 3 clusters Score -6431828 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -6431865.000000 Penalty: 5489.718262
	Iteration 67Q: 3 clusters Score -6431865 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -6431937.000000 Penalty: 5489.718262
	Iteration 68Q: 3 clusters Score -6431937 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -6431995.500000 Penalty: 5489.718262
	Iteration 69Q: 3 clusters Score -6431996 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -6432060.500000 Penalty: 5489.718262
	Iteration 70Q: 3 clusters Score -6432060 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -6432109.500000 Penalty: 5489.718262
	Iteration 71Q: 3 clusters Score -6432110 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -6432179.000000 Penalty: 5489.718262
	Iteration 72Q: 3 clusters Score -6432179 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6432249.000000 Penalty: 5489.718262
	Iteration 73Q: 3 clusters Score -6432249 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -6432315.500000 Penalty: 5489.718262
	Iteration 74Q: 3 clusters Score -6432316 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -6432386.500000 Penalty: 5489.718262
	Iteration 75Q: 3 clusters Score -6432386 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -6432435.000000 Penalty: 5489.718262
	Iteration 76Q: 3 clusters Score -6432435 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -6432491.000000 Penalty: 5489.718262
	Iteration 77Q: 3 clusters Score -6432491 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -6432567.500000 Penalty: 5489.718262
	Iteration 78Q: 3 clusters Score -6432568 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -6432653.000000 Penalty: 5489.718262
	Iteration 79Q: 3 clusters Score -6432653 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -6432708.500000 Penalty: 5489.718262
	Iteration 80F: 3 clusters Score -6432708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -6432802.500000 Penalty: 5489.718262
	Iteration 81Q: 3 clusters Score -6432802 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6432873.500000 Penalty: 5489.718262
	Iteration 82Q: 3 clusters Score -6432874 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -6432954.000000 Penalty: 5489.718262
	Iteration 83Q: 3 clusters Score -6432954 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -6433022.500000 Penalty: 5489.718262
	Iteration 84Q: 3 clusters Score -6433022 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -6433083.000000 Penalty: 5489.718262
	Iteration 85Q: 3 clusters Score -6433083 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -6433133.000000 Penalty: 5489.718262
	Iteration 86Q: 3 clusters Score -6433133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -6433199.000000 Penalty: 5489.718262
	Iteration 87Q: 3 clusters Score -6433199 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -6433286.500000 Penalty: 5489.718262
	Iteration 88Q: 3 clusters Score -6433286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -6433346.500000 Penalty: 5489.718262
	Iteration 89Q: 3 clusters Score -6433346 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -6433435.500000 Penalty: 5489.718262
	Iteration 90Q: 3 clusters Score -6433436 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -6433526.500000 Penalty: 5489.718262
	Iteration 91Q: 3 clusters Score -6433526 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -6433629.000000 Penalty: 5489.718262
	Iteration 92Q: 3 clusters Score -6433629 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -6433761.000000 Penalty: 5489.718262
	Iteration 93Q: 3 clusters Score -6433761 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -6433874.500000 Penalty: 5489.718262
	Iteration 94Q: 3 clusters Score -6433874 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -6433991.000000 Penalty: 5489.718262
	Iteration 95Q: 3 clusters Score -6433991 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -6434105.500000 Penalty: 5489.718262
	Iteration 96Q: 3 clusters Score -6434106 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -6434195.500000 Penalty: 5489.718262
	Iteration 97Q: 3 clusters Score -6434196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -6434255.000000 Penalty: 5489.718262
	Iteration 98Q: 3 clusters Score -6434255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -6434305.000000 Penalty: 5489.718262
	Iteration 99Q: 3 clusters Score -6434305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -6434355.500000 Penalty: 5489.718262
	Iteration 100F: 3 clusters Score -6434356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -6434398.500000 Penalty: 5489.718262
	Iteration 101Q: 3 clusters Score -6434398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -6434450.500000 Penalty: 5489.718262
	Iteration 102Q: 3 clusters Score -6434450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -6434473.500000 Penalty: 5489.718262
	Iteration 103Q: 3 clusters Score -6434474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -6434493.000000 Penalty: 5489.718262
	Iteration 104Q: 3 clusters Score -6434493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -6434525.500000 Penalty: 5489.718262
	Iteration 105Q: 3 clusters Score -6434526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -6434528.000000 Penalty: 5489.718262
	Iteration 106Q: 3 clusters Score -6434528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -6434543.000000 Penalty: 5489.718262
	Iteration 107Q: 3 clusters Score -6434543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -6434547.500000 Penalty: 5489.718262
	Iteration 108Q: 3 clusters Score -6434548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -6434556.500000 Penalty: 5489.718262
	Iteration 109Q: 3 clusters Score -6434556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -6434563.500000 Penalty: 5489.718262
	Iteration 110Q: 3 clusters Score -6434564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -6434575.500000 Penalty: 5489.718262
	Iteration 111Q: 3 clusters Score -6434576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -6434578.500000 Penalty: 5489.718262
	Iteration 112Q: 3 clusters Score -6434578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -6434596.000000 Penalty: 5489.718262
	Iteration 113Q: 3 clusters Score -6434596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -6434619.000000 Penalty: 5489.718262
	Iteration 114Q: 3 clusters Score -6434619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -6434622.000000 Penalty: 5489.718262
	Iteration 115Q: 3 clusters Score -6434622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -6434627.000000 Penalty: 5489.718262
	Iteration 116Q: 3 clusters Score -6434627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -6434647.500000 Penalty: 5489.718262
	Iteration 117Q: 3 clusters Score -6434648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -6434653.000000 Penalty: 5489.718262
	Iteration 118Q: 3 clusters Score -6434653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -6434662.000000 Penalty: 5489.718262
	Iteration 119Q: 3 clusters Score -6434662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -6434682.500000 Penalty: 5489.718262
	Iteration 120F: 3 clusters Score -6434682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -6434678.000000 Penalty: 5489.718262
	Iteration 121Q: 3 clusters Score -6434678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -6434678.000000 Penalty: 5489.718262
	Iteration 122Q: 3 clusters Score -6434678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -6434692.000000 Penalty: 5489.718262
	Iteration 123Q: 3 clusters Score -6434692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -6434704.000000 Penalty: 5489.718262
	Iteration 124Q: 3 clusters Score -6434704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -6434702.500000 Penalty: 5489.718262
	Iteration 125Q: 3 clusters Score -6434702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -6434704.000000 Penalty: 5489.718262
	Iteration 126Q: 3 clusters Score -6434704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -6434711.000000 Penalty: 5489.718262
	Iteration 127Q: 3 clusters Score -6434711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -6434716.000000 Penalty: 5489.718262
	Iteration 128Q: 3 clusters Score -6434716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -6434706.000000 Penalty: 5489.718262
	Iteration 129Q: 3 clusters Score -6434706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -6434708.500000 Penalty: 5489.718262
	Iteration 130Q: 3 clusters Score -6434708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -6434708.500000 Penalty: 5489.718262
	Iteration 131F: 3 clusters Score -6434708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Entering Unmasked Estep 
Score: -2226274.750000 Penalty: 2484.170410
	Iteration 0F: 2 clusters Score -2226275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2210688.500000 Penalty: 4968.340820
	Iteration 0F: 3 clusters Score -2210688 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2216187.250000 Penalty: 4968.340820
	Iteration 1F: 3 clusters Score -2216187 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2216672.000000 Penalty: 4968.340820
	Iteration 2F: 3 clusters Score -2216672 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2217099.500000 Penalty: 4968.340820
	Iteration 3Q: 3 clusters Score -2217100 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2217518.000000 Penalty: 4968.340820
	Iteration 4Q: 3 clusters Score -2217518 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2217990.750000 Penalty: 4968.340820
	Iteration 5Q: 3 clusters Score -2217991 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2218483.500000 Penalty: 4968.340820
	Iteration 6Q: 3 clusters Score -2218484 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2219003.250000 Penalty: 4968.340820
	Iteration 7Q: 3 clusters Score -2219003 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2219491.000000 Penalty: 4968.340820
	Iteration 8Q: 3 clusters Score -2219491 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2219919.500000 Penalty: 4968.340820
	Iteration 9Q: 3 clusters Score -2219920 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2220317.500000 Penalty: 4968.340820
	Iteration 10Q: 3 clusters Score -2220318 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2220696.500000 Penalty: 4968.340820
	Iteration 11Q: 3 clusters Score -2220696 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2221075.250000 Penalty: 4968.340820
	Iteration 12Q: 3 clusters Score -2221075 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2221453.500000 Penalty: 4968.340820
	Iteration 13Q: 3 clusters Score -2221454 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2221829.250000 Penalty: 4968.340820
	Iteration 14Q: 3 clusters Score -2221829 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2222157.250000 Penalty: 4968.340820
	Iteration 15Q: 3 clusters Score -2222157 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2222455.000000 Penalty: 4968.340820
	Iteration 16Q: 3 clusters Score -2222455 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2222705.250000 Penalty: 4968.340820
	Iteration 17Q: 3 clusters Score -2222705 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2222895.250000 Penalty: 4968.340820
	Iteration 18Q: 3 clusters Score -2222895 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2223039.500000 Penalty: 4968.340820
	Iteration 19Q: 3 clusters Score -2223040 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2223154.000000 Penalty: 4968.340820
	Iteration 20F: 3 clusters Score -2223154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2223264.750000 Penalty: 4968.340820
	Iteration 21Q: 3 clusters Score -2223265 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2223336.500000 Penalty: 4968.340820
	Iteration 22Q: 3 clusters Score -2223336 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2223399.250000 Penalty: 4968.340820
	Iteration 23Q: 3 clusters Score -2223399 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2223436.000000 Penalty: 4968.340820
	Iteration 24Q: 3 clusters Score -2223436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2223473.250000 Penalty: 4968.340820
	Iteration 25Q: 3 clusters Score -2223473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2223521.750000 Penalty: 4968.340820
	Iteration 26Q: 3 clusters Score -2223522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2223551.500000 Penalty: 4968.340820
	Iteration 27Q: 3 clusters Score -2223552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2223577.000000 Penalty: 4968.340820
	Iteration 28Q: 3 clusters Score -2223577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2223598.000000 Penalty: 4968.340820
	Iteration 29Q: 3 clusters Score -2223598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2223635.500000 Penalty: 4968.340820
	Iteration 30Q: 3 clusters Score -2223636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2223657.250000 Penalty: 4968.340820
	Iteration 31Q: 3 clusters Score -2223657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2223689.250000 Penalty: 4968.340820
	Iteration 32Q: 3 clusters Score -2223689 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2223723.250000 Penalty: 4968.340820
	Iteration 33Q: 3 clusters Score -2223723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2223743.000000 Penalty: 4968.340820
	Iteration 34Q: 3 clusters Score -2223743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2223767.000000 Penalty: 4968.340820
	Iteration 35Q: 3 clusters Score -2223767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2223796.250000 Penalty: 4968.340820
	Iteration 36Q: 3 clusters Score -2223796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2223823.750000 Penalty: 4968.340820
	Iteration 37Q: 3 clusters Score -2223824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2223845.750000 Penalty: 4968.340820
	Iteration 38Q: 3 clusters Score -2223846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2223866.250000 Penalty: 4968.340820
	Iteration 39Q: 3 clusters Score -2223866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2223878.750000 Penalty: 4968.340820
	Iteration 40F: 3 clusters Score -2223879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2223891.750000 Penalty: 4968.340820
	Iteration 41Q: 3 clusters Score -2223892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2223893.500000 Penalty: 4968.340820
	Iteration 42Q: 3 clusters Score -2223894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2223904.500000 Penalty: 4968.340820
	Iteration 43Q: 3 clusters Score -2223904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2223915.500000 Penalty: 4968.340820
	Iteration 44Q: 3 clusters Score -2223916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2223932.250000 Penalty: 4968.340820
	Iteration 45Q: 3 clusters Score -2223932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2223942.000000 Penalty: 4968.340820
	Iteration 46Q: 3 clusters Score -2223942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2223950.500000 Penalty: 4968.340820
	Iteration 47Q: 3 clusters Score -2223950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2223957.000000 Penalty: 4968.340820
	Iteration 48Q: 3 clusters Score -2223957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2223963.250000 Penalty: 4968.340820
	Iteration 49Q: 3 clusters Score -2223963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2223965.750000 Penalty: 4968.340820
	Iteration 50Q: 3 clusters Score -2223966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2223965.000000 Penalty: 4968.340820
	Iteration 51Q: 3 clusters Score -2223965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2223973.250000 Penalty: 4968.340820
	Iteration 52Q: 3 clusters Score -2223973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2223973.250000 Penalty: 4968.340820
	Iteration 53Q: 3 clusters Score -2223973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2223984.000000 Penalty: 4968.340820
	Iteration 54Q: 3 clusters Score -2223984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2223985.250000 Penalty: 4968.340820
	Iteration 55Q: 3 clusters Score -2223985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2223990.000000 Penalty: 4968.340820
	Iteration 56Q: 3 clusters Score -2223990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2223996.500000 Penalty: 4968.340820
	Iteration 57Q: 3 clusters Score -2223996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2223998.000000 Penalty: 4968.340820
	Iteration 58Q: 3 clusters Score -2223998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2224001.750000 Penalty: 4968.340820
	Iteration 59Q: 3 clusters Score -2224002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2224003.000000 Penalty: 4968.340820
	Iteration 60F: 3 clusters Score -2224003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2224000.500000 Penalty: 4968.340820
	Iteration 61Q: 3 clusters Score -2224000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2224002.000000 Penalty: 4968.340820
	Iteration 62Q: 3 clusters Score -2224002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2224001.250000 Penalty: 4968.340820
	Iteration 63Q: 3 clusters Score -2224001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2224004.250000 Penalty: 4968.340820
	Iteration 64Q: 3 clusters Score -2224004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2224008.750000 Penalty: 4968.340820
	Iteration 65Q: 3 clusters Score -2224009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2224009.500000 Penalty: 4968.340820
	Iteration 66Q: 3 clusters Score -2224010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2224010.250000 Penalty: 4968.340820
	Iteration 67Q: 3 clusters Score -2224010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2224014.250000 Penalty: 4968.340820
	Iteration 68Q: 3 clusters Score -2224014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2224018.000000 Penalty: 4968.340820
	Iteration 69Q: 3 clusters Score -2224018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2224019.750000 Penalty: 4968.340820
	Iteration 70Q: 3 clusters Score -2224020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2224022.750000 Penalty: 4968.340820
	Iteration 71Q: 3 clusters Score -2224023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2224029.000000 Penalty: 4968.340820
	Iteration 72Q: 3 clusters Score -2224029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2224040.250000 Penalty: 4968.340820
	Iteration 73Q: 3 clusters Score -2224040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2224037.000000 Penalty: 4968.340820
	Iteration 74Q: 3 clusters Score -2224037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2224036.750000 Penalty: 4968.340820
	Iteration 75Q: 3 clusters Score -2224037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2224039.500000 Penalty: 4968.340820
	Iteration 76Q: 3 clusters Score -2224040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2224047.000000 Penalty: 4968.340820
	Iteration 77Q: 3 clusters Score -2224047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2224051.250000 Penalty: 4968.340820
	Iteration 78Q: 3 clusters Score -2224051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2224055.500000 Penalty: 4968.340820
	Iteration 79Q: 3 clusters Score -2224056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2224053.750000 Penalty: 4968.340820
	Iteration 80F: 3 clusters Score -2224054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2224055.250000 Penalty: 4968.340820
	Iteration 81Q: 3 clusters Score -2224055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2224058.500000 Penalty: 4968.340820
	Iteration 82Q: 3 clusters Score -2224058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2224065.250000 Penalty: 4968.340820
	Iteration 83Q: 3 clusters Score -2224065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2224069.250000 Penalty: 4968.340820
	Iteration 84Q: 3 clusters Score -2224069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2224068.750000 Penalty: 4968.340820
	Iteration 85Q: 3 clusters Score -2224069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2224074.000000 Penalty: 4968.340820
	Iteration 86Q: 3 clusters Score -2224074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2224071.250000 Penalty: 4968.340820
	Iteration 87Q: 3 clusters Score -2224071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2224072.750000 Penalty: 4968.340820
	Iteration 88Q: 3 clusters Score -2224073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2224073.750000 Penalty: 4968.340820
	Iteration 89Q: 3 clusters Score -2224074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2224075.750000 Penalty: 4968.340820
	Iteration 90Q: 3 clusters Score -2224076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2224076.000000 Penalty: 4968.340820
	Iteration 91Q: 3 clusters Score -2224076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2224078.500000 Penalty: 4968.340820
	Iteration 92Q: 3 clusters Score -2224078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2224082.000000 Penalty: 4968.340820
	Iteration 93Q: 3 clusters Score -2224082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2224082.750000 Penalty: 4968.340820
	Iteration 94Q: 3 clusters Score -2224083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2224083.000000 Penalty: 4968.340820
	Iteration 95Q: 3 clusters Score -2224083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2224085.250000 Penalty: 4968.340820
	Iteration 96Q: 3 clusters Score -2224085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2224085.250000 Penalty: 4968.340820
	Iteration 97F: 3 clusters Score -2224085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -105112.757812 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -105112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102982.796875 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -102982.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -103416.265625 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -103416.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103578.281250 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -103578.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103722.523438 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -103722.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103878.601562 Penalty: 3553.701416
	Iteration 4F: 3 clusters Score -103878.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104055.101562 Penalty: 3553.701416
	Iteration 5F: 3 clusters Score -104055.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104270.875000 Penalty: 3553.701416
	Iteration 6F: 3 clusters Score -104270.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104485.335938 Penalty: 3553.701416
	Iteration 7F: 3 clusters Score -104485.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104675.179688 Penalty: 3553.701416
	Iteration 8F: 3 clusters Score -104675.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104807.640625 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -104807.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -104865.250000 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -104865.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -104903.421875 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -104903.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104934.289062 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -104934.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104954.429688 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -104954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104962.632812 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -104962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104969.070312 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -104969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104971.937500 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -104971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104975.132812 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -104975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104979.937500 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -104979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104986.734375 Penalty: 3553.701416
	Iteration 19Q: 3 clusters Score -104986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -105006.140625 Penalty: 3553.701416
	Iteration 20F: 3 clusters Score -105006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105012.085938 Penalty: 3553.701416
	Iteration 21Q: 3 clusters Score -105012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -105017.164062 Penalty: 3553.701416
	Iteration 22Q: 3 clusters Score -105017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105022.015625 Penalty: 3553.701416
	Iteration 23Q: 3 clusters Score -105022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105025.726562 Penalty: 3553.701416
	Iteration 24Q: 3 clusters Score -105025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105028.070312 Penalty: 3553.701416
	Iteration 25Q: 3 clusters Score -105028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105028.070312 Penalty: 3553.701416
	Iteration 26F: 3 clusters Score -105028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1321609.625000 Penalty: 2368.052002
	Iteration 0F: 2 clusters Score -1321610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1311449.500000 Penalty: 4736.104004
	Iteration 0F: 3 clusters Score -1311450 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1314848.125000 Penalty: 4736.104004
	Iteration 1F: 3 clusters Score -1314848 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1315436.500000 Penalty: 4736.104004
	Iteration 2F: 3 clusters Score -1315436 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1315992.625000 Penalty: 4736.104004
	Iteration 3F: 3 clusters Score -1315993 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1316537.875000 Penalty: 4736.104004
	Iteration 4F: 3 clusters Score -1316538 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1317095.625000 Penalty: 4736.104004
	Iteration 5F: 3 clusters Score -1317096 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1317634.500000 Penalty: 4736.104004
	Iteration 6F: 3 clusters Score -1317634 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1318101.625000 Penalty: 4736.104004
	Iteration 7F: 3 clusters Score -1318102 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1318495.375000 Penalty: 4736.104004
	Iteration 8Q: 3 clusters Score -1318495 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1318776.000000 Penalty: 4736.104004
	Iteration 9Q: 3 clusters Score -1318776 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1318945.500000 Penalty: 4736.104004
	Iteration 10Q: 3 clusters Score -1318946 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1319059.000000 Penalty: 4736.104004
	Iteration 11Q: 3 clusters Score -1319059 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1319134.125000 Penalty: 4736.104004
	Iteration 12Q: 3 clusters Score -1319134 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1319201.000000 Penalty: 4736.104004
	Iteration 13Q: 3 clusters Score -1319201 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1319268.500000 Penalty: 4736.104004
	Iteration 14Q: 3 clusters Score -1319268 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1319337.750000 Penalty: 4736.104004
	Iteration 15Q: 3 clusters Score -1319338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1319397.000000 Penalty: 4736.104004
	Iteration 16Q: 3 clusters Score -1319397 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1319460.625000 Penalty: 4736.104004
	Iteration 17Q: 3 clusters Score -1319461 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1319509.750000 Penalty: 4736.104004
	Iteration 18Q: 3 clusters Score -1319510 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1319567.500000 Penalty: 4736.104004
	Iteration 19Q: 3 clusters Score -1319568 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1319610.875000 Penalty: 4736.104004
	Iteration 20F: 3 clusters Score -1319611 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1319646.500000 Penalty: 4736.104004
	Iteration 21Q: 3 clusters Score -1319646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1319688.625000 Penalty: 4736.104004
	Iteration 22Q: 3 clusters Score -1319689 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1319727.875000 Penalty: 4736.104004
	Iteration 23Q: 3 clusters Score -1319728 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1319781.000000 Penalty: 4736.104004
	Iteration 24Q: 3 clusters Score -1319781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1319829.500000 Penalty: 4736.104004
	Iteration 25Q: 3 clusters Score -1319830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1319887.500000 Penalty: 4736.104004
	Iteration 26Q: 3 clusters Score -1319888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1319927.125000 Penalty: 4736.104004
	Iteration 27Q: 3 clusters Score -1319927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1319975.875000 Penalty: 4736.104004
	Iteration 28Q: 3 clusters Score -1319976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1320018.000000 Penalty: 4736.104004
	Iteration 29Q: 3 clusters Score -1320018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1320039.625000 Penalty: 4736.104004
	Iteration 30Q: 3 clusters Score -1320040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1320056.500000 Penalty: 4736.104004
	Iteration 31Q: 3 clusters Score -1320056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1320068.125000 Penalty: 4736.104004
	Iteration 32Q: 3 clusters Score -1320068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1320086.250000 Penalty: 4736.104004
	Iteration 33Q: 3 clusters Score -1320086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1320095.875000 Penalty: 4736.104004
	Iteration 34Q: 3 clusters Score -1320096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1320109.750000 Penalty: 4736.104004
	Iteration 35Q: 3 clusters Score -1320110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1320125.750000 Penalty: 4736.104004
	Iteration 36Q: 3 clusters Score -1320126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1320133.875000 Penalty: 4736.104004
	Iteration 37Q: 3 clusters Score -1320134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1320144.500000 Penalty: 4736.104004
	Iteration 38Q: 3 clusters Score -1320144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1320155.625000 Penalty: 4736.104004
	Iteration 39Q: 3 clusters Score -1320156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1320166.500000 Penalty: 4736.104004
	Iteration 40F: 3 clusters Score -1320166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1320178.250000 Penalty: 4736.104004
	Iteration 41Q: 3 clusters Score -1320178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1320186.875000 Penalty: 4736.104004
	Iteration 42Q: 3 clusters Score -1320187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1320205.000000 Penalty: 4736.104004
	Iteration 43Q: 3 clusters Score -1320205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1320214.500000 Penalty: 4736.104004
	Iteration 44Q: 3 clusters Score -1320214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1320228.250000 Penalty: 4736.104004
	Iteration 45Q: 3 clusters Score -1320228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1320238.000000 Penalty: 4736.104004
	Iteration 46Q: 3 clusters Score -1320238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1320246.500000 Penalty: 4736.104004
	Iteration 47Q: 3 clusters Score -1320246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1320255.625000 Penalty: 4736.104004
	Iteration 48Q: 3 clusters Score -1320256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1320266.875000 Penalty: 4736.104004
	Iteration 49Q: 3 clusters Score -1320267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1320265.000000 Penalty: 4736.104004
	Iteration 50Q: 3 clusters Score -1320265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1320269.750000 Penalty: 4736.104004
	Iteration 51Q: 3 clusters Score -1320270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1320270.375000 Penalty: 4736.104004
	Iteration 52Q: 3 clusters Score -1320270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1320267.375000 Penalty: 4736.104004
	Iteration 53Q: 3 clusters Score -1320267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1320271.875000 Penalty: 4736.104004
	Iteration 54Q: 3 clusters Score -1320272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1320272.625000 Penalty: 4736.104004
	Iteration 55Q: 3 clusters Score -1320273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1320273.125000 Penalty: 4736.104004
	Iteration 56Q: 3 clusters Score -1320273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1320273.500000 Penalty: 4736.104004
	Iteration 57Q: 3 clusters Score -1320274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1320274.625000 Penalty: 4736.104004
	Iteration 58Q: 3 clusters Score -1320275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1320277.750000 Penalty: 4736.104004
	Iteration 59Q: 3 clusters Score -1320278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1320278.250000 Penalty: 4736.104004
	Iteration 60F: 3 clusters Score -1320278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1320277.000000 Penalty: 4736.104004
	Iteration 61Q: 3 clusters Score -1320277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1320277.750000 Penalty: 4736.104004
	Iteration 62Q: 3 clusters Score -1320278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1320279.250000 Penalty: 4736.104004
	Iteration 63Q: 3 clusters Score -1320279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1320279.250000 Penalty: 4736.104004
	Iteration 64Q: 3 clusters Score -1320279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1320283.500000 Penalty: 4736.104004
	Iteration 65Q: 3 clusters Score -1320284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1320283.625000 Penalty: 4736.104004
	Iteration 66Q: 3 clusters Score -1320284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1320282.250000 Penalty: 4736.104004
	Iteration 67Q: 3 clusters Score -1320282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1320285.250000 Penalty: 4736.104004
	Iteration 68Q: 3 clusters Score -1320285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1320283.375000 Penalty: 4736.104004
	Iteration 69Q: 3 clusters Score -1320283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1320283.375000 Penalty: 4736.104004
	Iteration 70F: 3 clusters Score -1320283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Entering Unmasked Estep 
Score: -975842.750000 Penalty: 2293.103027
	Iteration 0F: 2 clusters Score -975842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -967994.312500 Penalty: 4586.206055
	Iteration 0F: 3 clusters Score -967994.3 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -970442.250000 Penalty: 4586.206055
	Iteration 1F: 3 clusters Score -970442.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -971124.312500 Penalty: 4586.206055
	Iteration 2F: 3 clusters Score -971124.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -971854.062500 Penalty: 4586.206055
	Iteration 3F: 3 clusters Score -971854.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -972691.375000 Penalty: 4586.206055
	Iteration 4F: 3 clusters Score -972691.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -973480.125000 Penalty: 4586.206055
	Iteration 5F: 3 clusters Score -973480.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -974007.500000 Penalty: 4586.206055
	Iteration 6F: 3 clusters Score -974007.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -974346.750000 Penalty: 4586.206055
	Iteration 7Q: 3 clusters Score -974346.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -974539.000000 Penalty: 4586.206055
	Iteration 8Q: 3 clusters Score -974539 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -974666.562500 Penalty: 4586.206055
	Iteration 9Q: 3 clusters Score -974666.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -974788.375000 Penalty: 4586.206055
	Iteration 10Q: 3 clusters Score -974788.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -974874.062500 Penalty: 4586.206055
	Iteration 11Q: 3 clusters Score -974874.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -974938.250000 Penalty: 4586.206055
	Iteration 12Q: 3 clusters Score -974938.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -974998.812500 Penalty: 4586.206055
	Iteration 13Q: 3 clusters Score -974998.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -975048.812500 Penalty: 4586.206055
	Iteration 14Q: 3 clusters Score -975048.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -975095.562500 Penalty: 4586.206055
	Iteration 15Q: 3 clusters Score -975095.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -975141.500000 Penalty: 4586.206055
	Iteration 16Q: 3 clusters Score -975141.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -975183.312500 Penalty: 4586.206055
	Iteration 17Q: 3 clusters Score -975183.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -975215.625000 Penalty: 4586.206055
	Iteration 18Q: 3 clusters Score -975215.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -975239.875000 Penalty: 4586.206055
	Iteration 19Q: 3 clusters Score -975239.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -975262.187500 Penalty: 4586.206055
	Iteration 20F: 3 clusters Score -975262.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -975281.437500 Penalty: 4586.206055
	Iteration 21Q: 3 clusters Score -975281.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -975294.937500 Penalty: 4586.206055
	Iteration 22Q: 3 clusters Score -975294.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -975311.250000 Penalty: 4586.206055
	Iteration 23Q: 3 clusters Score -975311.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -975326.187500 Penalty: 4586.206055
	Iteration 24Q: 3 clusters Score -975326.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -975327.375000 Penalty: 4586.206055
	Iteration 25Q: 3 clusters Score -975327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -975330.500000 Penalty: 4586.206055
	Iteration 26Q: 3 clusters Score -975330.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -975333.187500 Penalty: 4586.206055
	Iteration 27Q: 3 clusters Score -975333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -975338.375000 Penalty: 4586.206055
	Iteration 28Q: 3 clusters Score -975338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -975341.750000 Penalty: 4586.206055
	Iteration 29Q: 3 clusters Score -975341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -975339.562500 Penalty: 4586.206055
	Iteration 30Q: 3 clusters Score -975339.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -975342.125000 Penalty: 4586.206055
	Iteration 31Q: 3 clusters Score -975342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -975343.187500 Penalty: 4586.206055
	Iteration 32Q: 3 clusters Score -975343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -975343.312500 Penalty: 4586.206055
	Iteration 33Q: 3 clusters Score -975343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -975343.125000 Penalty: 4586.206055
	Iteration 34Q: 3 clusters Score -975343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -975341.750000 Penalty: 4586.206055
	Iteration 35Q: 3 clusters Score -975341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -975342.937500 Penalty: 4586.206055
	Iteration 36Q: 3 clusters Score -975342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -975342.937500 Penalty: 4586.206055
	Iteration 37F: 3 clusters Score -975342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Entering Unmasked Estep 
Score: -1562523.250000 Penalty: 2394.573486
	Iteration 0F: 2 clusters Score -1562523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1551272.625000 Penalty: 4789.146973
	Iteration 0F: 3 clusters Score -1551273 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1554875.875000 Penalty: 4789.146973
	Iteration 1F: 3 clusters Score -1554876 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1555314.750000 Penalty: 4789.146973
	Iteration 2F: 3 clusters Score -1555315 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1555739.500000 Penalty: 4789.146973
	Iteration 3F: 3 clusters Score -1555740 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1556103.750000 Penalty: 4789.146973
	Iteration 4F: 3 clusters Score -1556104 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1556479.875000 Penalty: 4789.146973
	Iteration 5Q: 3 clusters Score -1556480 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1556850.000000 Penalty: 4789.146973
	Iteration 6Q: 3 clusters Score -1556850 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1557226.000000 Penalty: 4789.146973
	Iteration 7Q: 3 clusters Score -1557226 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1557613.875000 Penalty: 4789.146973
	Iteration 8Q: 3 clusters Score -1557614 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1557997.625000 Penalty: 4789.146973
	Iteration 9Q: 3 clusters Score -1557998 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1558390.125000 Penalty: 4789.146973
	Iteration 10Q: 3 clusters Score -1558390 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1558769.000000 Penalty: 4789.146973
	Iteration 11Q: 3 clusters Score -1558769 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1559076.125000 Penalty: 4789.146973
	Iteration 12Q: 3 clusters Score -1559076 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1559351.000000 Penalty: 4789.146973
	Iteration 13Q: 3 clusters Score -1559351 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1559614.125000 Penalty: 4789.146973
	Iteration 14Q: 3 clusters Score -1559614 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1559853.500000 Penalty: 4789.146973
	Iteration 15Q: 3 clusters Score -1559854 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1560045.375000 Penalty: 4789.146973
	Iteration 16Q: 3 clusters Score -1560045 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1560162.000000 Penalty: 4789.146973
	Iteration 17Q: 3 clusters Score -1560162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1560240.875000 Penalty: 4789.146973
	Iteration 18Q: 3 clusters Score -1560241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1560299.625000 Penalty: 4789.146973
	Iteration 19Q: 3 clusters Score -1560300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1560342.875000 Penalty: 4789.146973
	Iteration 20F: 3 clusters Score -1560343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1560370.625000 Penalty: 4789.146973
	Iteration 21Q: 3 clusters Score -1560371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1560396.875000 Penalty: 4789.146973
	Iteration 22Q: 3 clusters Score -1560397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1560412.750000 Penalty: 4789.146973
	Iteration 23Q: 3 clusters Score -1560413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1560421.875000 Penalty: 4789.146973
	Iteration 24Q: 3 clusters Score -1560422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1560424.625000 Penalty: 4789.146973
	Iteration 25Q: 3 clusters Score -1560425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1560429.625000 Penalty: 4789.146973
	Iteration 26Q: 3 clusters Score -1560430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1560426.625000 Penalty: 4789.146973
	Iteration 27Q: 3 clusters Score -1560427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1560432.625000 Penalty: 4789.146973
	Iteration 28Q: 3 clusters Score -1560433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1560433.375000 Penalty: 4789.146973
	Iteration 29Q: 3 clusters Score -1560433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1560433.500000 Penalty: 4789.146973
	Iteration 30Q: 3 clusters Score -1560434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1560433.500000 Penalty: 4789.146973
	Iteration 31F: 3 clusters Score -1560434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -174720.968750 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -174721 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 931 members 
Entering Unmasked Estep 
Score: -172197.078125 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -172197.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -172688.718750 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -172688.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -172819.375000 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -172819.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -172890.953125 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -172891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -172933.296875 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -172933.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -172968.531250 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -172968.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -172991.406250 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -172991.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -173008.453125 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -173008.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -173021.562500 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -173021.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -173032.515625 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -173032.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -173040.875000 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -173040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173047.593750 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -173047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -173053.859375 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -173053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -173056.906250 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -173056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -173062.734375 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -173062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -173066.921875 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -173066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -173069.734375 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -173069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -173072.046875 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -173072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -173075.000000 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -173075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -173081.406250 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -173081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173089.578125 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -173089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -173092.843750 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -173092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -173094.453125 Penalty: 3736.446777
	Iteration 22Q: 3 clusters Score -173094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -173096.453125 Penalty: 3736.446777
	Iteration 23Q: 3 clusters Score -173096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -173099.250000 Penalty: 3736.446777
	Iteration 24Q: 3 clusters Score -173099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -173099.859375 Penalty: 3736.446777
	Iteration 25Q: 3 clusters Score -173099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -173102.625000 Penalty: 3736.446777
	Iteration 26Q: 3 clusters Score -173102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173107.500000 Penalty: 3736.446777
	Iteration 27Q: 3 clusters Score -173107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173110.750000 Penalty: 3736.446777
	Iteration 28Q: 3 clusters Score -173110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -173116.734375 Penalty: 3736.446777
	Iteration 29Q: 3 clusters Score -173116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -173122.593750 Penalty: 3736.446777
	Iteration 30Q: 3 clusters Score -173122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173126.968750 Penalty: 3736.446777
	Iteration 31Q: 3 clusters Score -173127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -173128.968750 Penalty: 3736.446777
	Iteration 32Q: 3 clusters Score -173129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -173133.125000 Penalty: 3736.446777
	Iteration 33Q: 3 clusters Score -173133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -173137.609375 Penalty: 3736.446777
	Iteration 34Q: 3 clusters Score -173137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -173138.843750 Penalty: 3736.446777
	Iteration 35Q: 3 clusters Score -173138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173140.140625 Penalty: 3736.446777
	Iteration 36Q: 3 clusters Score -173140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173140.140625 Penalty: 3736.446777
	Iteration 37F: 3 clusters Score -173140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Entering Unmasked Estep 
Score: -1268605.000000 Penalty: 2360.803223
	Iteration 0F: 2 clusters Score -1268605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1258561.875000 Penalty: 4721.606445
	Iteration 0F: 3 clusters Score -1258562 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1261797.375000 Penalty: 4721.606445
	Iteration 1F: 3 clusters Score -1261797 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1262173.625000 Penalty: 4721.606445
	Iteration 2F: 3 clusters Score -1262174 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1262455.625000 Penalty: 4721.606445
	Iteration 3Q: 3 clusters Score -1262456 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1262722.500000 Penalty: 4721.606445
	Iteration 4Q: 3 clusters Score -1262722 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1263012.375000 Penalty: 4721.606445
	Iteration 5Q: 3 clusters Score -1263012 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1263301.625000 Penalty: 4721.606445
	Iteration 6Q: 3 clusters Score -1263302 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1263578.875000 Penalty: 4721.606445
	Iteration 7Q: 3 clusters Score -1263579 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1263850.750000 Penalty: 4721.606445
	Iteration 8Q: 3 clusters Score -1263851 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1264136.625000 Penalty: 4721.606445
	Iteration 9Q: 3 clusters Score -1264137 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1264434.750000 Penalty: 4721.606445
	Iteration 10Q: 3 clusters Score -1264435 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1264767.500000 Penalty: 4721.606445
	Iteration 11Q: 3 clusters Score -1264768 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1265069.750000 Penalty: 4721.606445
	Iteration 12Q: 3 clusters Score -1265070 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1265305.875000 Penalty: 4721.606445
	Iteration 13Q: 3 clusters Score -1265306 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1265477.000000 Penalty: 4721.606445
	Iteration 14Q: 3 clusters Score -1265477 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1265609.500000 Penalty: 4721.606445
	Iteration 15Q: 3 clusters Score -1265610 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1265721.375000 Penalty: 4721.606445
	Iteration 16Q: 3 clusters Score -1265721 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1265816.750000 Penalty: 4721.606445
	Iteration 17Q: 3 clusters Score -1265817 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1265903.500000 Penalty: 4721.606445
	Iteration 18Q: 3 clusters Score -1265904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1265978.000000 Penalty: 4721.606445
	Iteration 19Q: 3 clusters Score -1265978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1266047.625000 Penalty: 4721.606445
	Iteration 20F: 3 clusters Score -1266048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1266122.625000 Penalty: 4721.606445
	Iteration 21Q: 3 clusters Score -1266123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1266195.875000 Penalty: 4721.606445
	Iteration 22Q: 3 clusters Score -1266196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1266261.250000 Penalty: 4721.606445
	Iteration 23Q: 3 clusters Score -1266261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1266325.625000 Penalty: 4721.606445
	Iteration 24Q: 3 clusters Score -1266326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1266377.625000 Penalty: 4721.606445
	Iteration 25Q: 3 clusters Score -1266378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1266420.750000 Penalty: 4721.606445
	Iteration 26Q: 3 clusters Score -1266421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1266464.250000 Penalty: 4721.606445
	Iteration 27Q: 3 clusters Score -1266464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1266500.625000 Penalty: 4721.606445
	Iteration 28Q: 3 clusters Score -1266501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1266533.250000 Penalty: 4721.606445
	Iteration 29Q: 3 clusters Score -1266533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1266549.500000 Penalty: 4721.606445
	Iteration 30Q: 3 clusters Score -1266550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1266586.500000 Penalty: 4721.606445
	Iteration 31Q: 3 clusters Score -1266586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1266616.125000 Penalty: 4721.606445
	Iteration 32Q: 3 clusters Score -1266616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1266647.125000 Penalty: 4721.606445
	Iteration 33Q: 3 clusters Score -1266647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1266670.125000 Penalty: 4721.606445
	Iteration 34Q: 3 clusters Score -1266670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1266694.500000 Penalty: 4721.606445
	Iteration 35Q: 3 clusters Score -1266694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1266717.875000 Penalty: 4721.606445
	Iteration 36Q: 3 clusters Score -1266718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1266734.875000 Penalty: 4721.606445
	Iteration 37Q: 3 clusters Score -1266735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1266757.125000 Penalty: 4721.606445
	Iteration 38Q: 3 clusters Score -1266757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1266768.875000 Penalty: 4721.606445
	Iteration 39Q: 3 clusters Score -1266769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1266775.250000 Penalty: 4721.606445
	Iteration 40F: 3 clusters Score -1266775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1266786.500000 Penalty: 4721.606445
	Iteration 41Q: 3 clusters Score -1266786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1266807.125000 Penalty: 4721.606445
	Iteration 42Q: 3 clusters Score -1266807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1266812.875000 Penalty: 4721.606445
	Iteration 43Q: 3 clusters Score -1266813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1266815.875000 Penalty: 4721.606445
	Iteration 44Q: 3 clusters Score -1266816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1266820.125000 Penalty: 4721.606445
	Iteration 45Q: 3 clusters Score -1266820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1266823.125000 Penalty: 4721.606445
	Iteration 46Q: 3 clusters Score -1266823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1266823.250000 Penalty: 4721.606445
	Iteration 47Q: 3 clusters Score -1266823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1266824.375000 Penalty: 4721.606445
	Iteration 48Q: 3 clusters Score -1266824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1266825.250000 Penalty: 4721.606445
	Iteration 49Q: 3 clusters Score -1266825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1266826.125000 Penalty: 4721.606445
	Iteration 50Q: 3 clusters Score -1266826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1266826.125000 Penalty: 4721.606445
	Iteration 51F: 3 clusters Score -1266826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -127749.007812 Penalty: 1790.289673
	Iteration 0F: 2 clusters Score -127749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125542.507812 Penalty: 3580.579346
	Iteration 0F: 3 clusters Score -125542.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125890.859375 Penalty: 3580.579346
	Iteration 1F: 3 clusters Score -125890.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126004.468750 Penalty: 3580.579346
	Iteration 2F: 3 clusters Score -126004.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126036.484375 Penalty: 3580.579346
	Iteration 3Q: 3 clusters Score -126036.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126055.109375 Penalty: 3580.579346
	Iteration 4Q: 3 clusters Score -126055.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126062.109375 Penalty: 3580.579346
	Iteration 5Q: 3 clusters Score -126062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126065.195312 Penalty: 3580.579346
	Iteration 6Q: 3 clusters Score -126065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126069.742188 Penalty: 3580.579346
	Iteration 7Q: 3 clusters Score -126069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126070.328125 Penalty: 3580.579346
	Iteration 8Q: 3 clusters Score -126070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126070.671875 Penalty: 3580.579346
	Iteration 9Q: 3 clusters Score -126070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126070.671875 Penalty: 3580.579346
	Iteration 10F: 3 clusters Score -126070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -306123.468750 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -306123.5 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 1606 members 
Entering Unmasked Estep 
Score: -302671.781250 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -302671.8 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -303357.187500 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -303357.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303522.375000 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -303522.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -303650.312500 Penalty: 4011.926758
	Iteration 3Q: 3 clusters Score -303650.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -303728.375000 Penalty: 4011.926758
	Iteration 4Q: 3 clusters Score -303728.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -303780.437500 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -303780.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -303830.562500 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -303830.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303890.593750 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -303890.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -303937.687500 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -303937.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303974.125000 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -303974.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303997.500000 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -303997.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -304018.406250 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -304018.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -304043.187500 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -304043.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304072.812500 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -304072.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -304094.750000 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -304094.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -304112.312500 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -304112.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -304128.406250 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -304128.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304151.062500 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -304151.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -304167.406250 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -304167.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -304185.093750 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -304185.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -304206.343750 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -304206.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -304226.531250 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -304226.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -304244.906250 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -304244.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -304262.468750 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -304262.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304280.437500 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -304280.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -304292.125000 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -304292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -304305.250000 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -304305.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -304321.343750 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -304321.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -304334.875000 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -304334.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -304347.687500 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -304347.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -304353.625000 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -304353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -304354.625000 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -304354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -304354.812500 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -304354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -304356.062500 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -304356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -304358.562500 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -304358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -304363.250000 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -304363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -304365.468750 Penalty: 4011.926758
	Iteration 36Q: 3 clusters Score -304365.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -304369.187500 Penalty: 4011.926758
	Iteration 37Q: 3 clusters Score -304369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -304372.218750 Penalty: 4011.926758
	Iteration 38Q: 3 clusters Score -304372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -304375.500000 Penalty: 4011.926758
	Iteration 39Q: 3 clusters Score -304375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -304378.218750 Penalty: 4011.926758
	Iteration 40F: 3 clusters Score -304378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -304380.031250 Penalty: 4011.926758
	Iteration 41Q: 3 clusters Score -304380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -304383.093750 Penalty: 4011.926758
	Iteration 42Q: 3 clusters Score -304383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -304385.843750 Penalty: 4011.926758
	Iteration 43Q: 3 clusters Score -304385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -304387.750000 Penalty: 4011.926758
	Iteration 44Q: 3 clusters Score -304387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -304387.750000 Penalty: 4011.926758
	Iteration 45F: 3 clusters Score -304387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Entering Unmasked Estep 
Score: -3940745.500000 Penalty: 2628.949219
	Iteration 0F: 2 clusters Score -3940746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3913548.000000 Penalty: 5257.898438
	Iteration 0F: 3 clusters Score -3913548 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3923786.500000 Penalty: 5257.898438
	Iteration 1F: 3 clusters Score -3923786 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3924619.750000 Penalty: 5257.898438
	Iteration 2F: 3 clusters Score -3924620 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3925454.000000 Penalty: 5257.898438
	Iteration 3Q: 3 clusters Score -3925454 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3926398.000000 Penalty: 5257.898438
	Iteration 4Q: 3 clusters Score -3926398 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3927531.500000 Penalty: 5257.898438
	Iteration 5F: 3 clusters Score -3927532 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3928902.500000 Penalty: 5257.898438
	Iteration 6F: 3 clusters Score -3928902 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3930375.750000 Penalty: 5257.898438
	Iteration 7F: 3 clusters Score -3930376 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3931807.750000 Penalty: 5257.898438
	Iteration 8F: 3 clusters Score -3931808 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3932998.500000 Penalty: 5257.898438
	Iteration 9F: 3 clusters Score -3932998 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3933833.500000 Penalty: 5257.898438
	Iteration 10Q: 3 clusters Score -3933834 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3934397.000000 Penalty: 5257.898438
	Iteration 11Q: 3 clusters Score -3934397 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3934718.750000 Penalty: 5257.898438
	Iteration 12Q: 3 clusters Score -3934719 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3935003.000000 Penalty: 5257.898438
	Iteration 13Q: 3 clusters Score -3935003 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3935221.000000 Penalty: 5257.898438
	Iteration 14Q: 3 clusters Score -3935221 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3935479.500000 Penalty: 5257.898438
	Iteration 15Q: 3 clusters Score -3935480 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3935716.750000 Penalty: 5257.898438
	Iteration 16Q: 3 clusters Score -3935717 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3935923.250000 Penalty: 5257.898438
	Iteration 17Q: 3 clusters Score -3935923 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3936137.750000 Penalty: 5257.898438
	Iteration 18Q: 3 clusters Score -3936138 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3936319.250000 Penalty: 5257.898438
	Iteration 19Q: 3 clusters Score -3936319 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3936491.250000 Penalty: 5257.898438
	Iteration 20F: 3 clusters Score -3936491 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3936706.750000 Penalty: 5257.898438
	Iteration 21Q: 3 clusters Score -3936707 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3936934.500000 Penalty: 5257.898438
	Iteration 22Q: 3 clusters Score -3936934 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3937132.000000 Penalty: 5257.898438
	Iteration 23Q: 3 clusters Score -3937132 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3937309.500000 Penalty: 5257.898438
	Iteration 24Q: 3 clusters Score -3937310 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3937479.750000 Penalty: 5257.898438
	Iteration 25Q: 3 clusters Score -3937480 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3937618.000000 Penalty: 5257.898438
	Iteration 26Q: 3 clusters Score -3937618 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3937764.250000 Penalty: 5257.898438
	Iteration 27Q: 3 clusters Score -3937764 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3937887.500000 Penalty: 5257.898438
	Iteration 28Q: 3 clusters Score -3937888 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3937989.250000 Penalty: 5257.898438
	Iteration 29Q: 3 clusters Score -3937989 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3938084.750000 Penalty: 5257.898438
	Iteration 30Q: 3 clusters Score -3938085 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3938178.250000 Penalty: 5257.898438
	Iteration 31Q: 3 clusters Score -3938178 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3938249.750000 Penalty: 5257.898438
	Iteration 32Q: 3 clusters Score -3938250 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3938306.000000 Penalty: 5257.898438
	Iteration 33Q: 3 clusters Score -3938306 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3938391.750000 Penalty: 5257.898438
	Iteration 34Q: 3 clusters Score -3938392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3938466.250000 Penalty: 5257.898438
	Iteration 35Q: 3 clusters Score -3938466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3938526.000000 Penalty: 5257.898438
	Iteration 36Q: 3 clusters Score -3938526 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3938570.500000 Penalty: 5257.898438
	Iteration 37Q: 3 clusters Score -3938570 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3938648.500000 Penalty: 5257.898438
	Iteration 38Q: 3 clusters Score -3938648 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3938706.250000 Penalty: 5257.898438
	Iteration 39Q: 3 clusters Score -3938706 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3938730.500000 Penalty: 5257.898438
	Iteration 40F: 3 clusters Score -3938730 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3938765.750000 Penalty: 5257.898438
	Iteration 41Q: 3 clusters Score -3938766 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3938802.250000 Penalty: 5257.898438
	Iteration 42Q: 3 clusters Score -3938802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3938839.750000 Penalty: 5257.898438
	Iteration 43Q: 3 clusters Score -3938840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3938879.250000 Penalty: 5257.898438
	Iteration 44Q: 3 clusters Score -3938879 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3938917.750000 Penalty: 5257.898438
	Iteration 45Q: 3 clusters Score -3938918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3938948.250000 Penalty: 5257.898438
	Iteration 46Q: 3 clusters Score -3938948 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3938961.750000 Penalty: 5257.898438
	Iteration 47Q: 3 clusters Score -3938962 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3938987.500000 Penalty: 5257.898438
	Iteration 48Q: 3 clusters Score -3938988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3939012.500000 Penalty: 5257.898438
	Iteration 49Q: 3 clusters Score -3939012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3939018.500000 Penalty: 5257.898438
	Iteration 50Q: 3 clusters Score -3939018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3939034.750000 Penalty: 5257.898438
	Iteration 51Q: 3 clusters Score -3939035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3939046.000000 Penalty: 5257.898438
	Iteration 52Q: 3 clusters Score -3939046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3939067.500000 Penalty: 5257.898438
	Iteration 53Q: 3 clusters Score -3939068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3939082.000000 Penalty: 5257.898438
	Iteration 54Q: 3 clusters Score -3939082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3939097.750000 Penalty: 5257.898438
	Iteration 55Q: 3 clusters Score -3939098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3939112.000000 Penalty: 5257.898438
	Iteration 56Q: 3 clusters Score -3939112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3939122.750000 Penalty: 5257.898438
	Iteration 57Q: 3 clusters Score -3939123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3939130.750000 Penalty: 5257.898438
	Iteration 58Q: 3 clusters Score -3939131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3939133.500000 Penalty: 5257.898438
	Iteration 59Q: 3 clusters Score -3939134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3939141.500000 Penalty: 5257.898438
	Iteration 60F: 3 clusters Score -3939142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3939147.250000 Penalty: 5257.898438
	Iteration 61Q: 3 clusters Score -3939147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3939156.000000 Penalty: 5257.898438
	Iteration 62Q: 3 clusters Score -3939156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3939165.250000 Penalty: 5257.898438
	Iteration 63Q: 3 clusters Score -3939165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3939168.500000 Penalty: 5257.898438
	Iteration 64Q: 3 clusters Score -3939168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3939178.500000 Penalty: 5257.898438
	Iteration 65Q: 3 clusters Score -3939178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3939181.500000 Penalty: 5257.898438
	Iteration 66Q: 3 clusters Score -3939182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3939180.000000 Penalty: 5257.898438
	Iteration 67Q: 3 clusters Score -3939180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3939179.500000 Penalty: 5257.898438
	Iteration 68Q: 3 clusters Score -3939180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3939182.000000 Penalty: 5257.898438
	Iteration 69Q: 3 clusters Score -3939182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3939184.250000 Penalty: 5257.898438
	Iteration 70Q: 3 clusters Score -3939184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3939185.750000 Penalty: 5257.898438
	Iteration 71Q: 3 clusters Score -3939186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3939183.250000 Penalty: 5257.898438
	Iteration 72Q: 3 clusters Score -3939183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3939188.500000 Penalty: 5257.898438
	Iteration 73Q: 3 clusters Score -3939188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3939191.250000 Penalty: 5257.898438
	Iteration 74Q: 3 clusters Score -3939191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3939195.000000 Penalty: 5257.898438
	Iteration 75Q: 3 clusters Score -3939195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3939207.500000 Penalty: 5257.898438
	Iteration 76Q: 3 clusters Score -3939208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3939206.250000 Penalty: 5257.898438
	Iteration 77Q: 3 clusters Score -3939206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3939203.250000 Penalty: 5257.898438
	Iteration 78Q: 3 clusters Score -3939203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3939204.000000 Penalty: 5257.898438
	Iteration 79Q: 3 clusters Score -3939204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3939203.000000 Penalty: 5257.898438
	Iteration 80F: 3 clusters Score -3939203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3939209.000000 Penalty: 5257.898438
	Iteration 81Q: 3 clusters Score -3939209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3939206.000000 Penalty: 5257.898438
	Iteration 82Q: 3 clusters Score -3939206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3939202.750000 Penalty: 5257.898438
	Iteration 83Q: 3 clusters Score -3939203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3939206.000000 Penalty: 5257.898438
	Iteration 84Q: 3 clusters Score -3939206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3939208.000000 Penalty: 5257.898438
	Iteration 85Q: 3 clusters Score -3939208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3939211.000000 Penalty: 5257.898438
	Iteration 86Q: 3 clusters Score -3939211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3939208.750000 Penalty: 5257.898438
	Iteration 87Q: 3 clusters Score -3939209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3939208.500000 Penalty: 5257.898438
	Iteration 88Q: 3 clusters Score -3939208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3939215.750000 Penalty: 5257.898438
	Iteration 89Q: 3 clusters Score -3939216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3939215.000000 Penalty: 5257.898438
	Iteration 90Q: 3 clusters Score -3939215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3939213.750000 Penalty: 5257.898438
	Iteration 91Q: 3 clusters Score -3939214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3939218.500000 Penalty: 5257.898438
	Iteration 92Q: 3 clusters Score -3939218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3939218.500000 Penalty: 5257.898438
	Iteration 93Q: 3 clusters Score -3939218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3939226.000000 Penalty: 5257.898438
	Iteration 94Q: 3 clusters Score -3939226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3939217.000000 Penalty: 5257.898438
	Iteration 95Q: 3 clusters Score -3939217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3939220.750000 Penalty: 5257.898438
	Iteration 96Q: 3 clusters Score -3939221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3939222.750000 Penalty: 5257.898438
	Iteration 97Q: 3 clusters Score -3939223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3939225.250000 Penalty: 5257.898438
	Iteration 98Q: 3 clusters Score -3939225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3939221.250000 Penalty: 5257.898438
	Iteration 99Q: 3 clusters Score -3939221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3939221.250000 Penalty: 5257.898438
	Iteration 100F: 3 clusters Score -3939221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -274427.625000 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -274427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -271215.218750 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -271215.2 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -271894.843750 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -271894.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -272073.187500 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -272073.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272188.343750 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -272188.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -272280.343750 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -272280.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -272349.343750 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -272349.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -272396.062500 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -272396.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -272446.218750 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -272446.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -272512.812500 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -272512.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -272601.000000 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -272601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -272755.687500 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -272755.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -272995.468750 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -272995.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -273345.593750 Penalty: 3966.006104
	Iteration 12F: 3 clusters Score -273345.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -273737.656250 Penalty: 3966.006104
	Iteration 13F: 3 clusters Score -273737.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -274022.687500 Penalty: 3966.006104
	Iteration 14F: 3 clusters Score -274022.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -274189.875000 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -274189.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -274266.093750 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -274266.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -274305.093750 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -274305.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -274326.375000 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -274326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -274348.187500 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -274348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -274362.250000 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -274362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -274371.562500 Penalty: 3966.006104
	Iteration 21Q: 3 clusters Score -274371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -274378.750000 Penalty: 3966.006104
	Iteration 22Q: 3 clusters Score -274378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -274386.343750 Penalty: 3966.006104
	Iteration 23Q: 3 clusters Score -274386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -274393.000000 Penalty: 3966.006104
	Iteration 24Q: 3 clusters Score -274393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -274396.093750 Penalty: 3966.006104
	Iteration 25Q: 3 clusters Score -274396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -274400.437500 Penalty: 3966.006104
	Iteration 26Q: 3 clusters Score -274400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -274403.000000 Penalty: 3966.006104
	Iteration 27Q: 3 clusters Score -274403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -274404.656250 Penalty: 3966.006104
	Iteration 28Q: 3 clusters Score -274404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -274407.312500 Penalty: 3966.006104
	Iteration 29Q: 3 clusters Score -274407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -274410.468750 Penalty: 3966.006104
	Iteration 30Q: 3 clusters Score -274410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -274412.812500 Penalty: 3966.006104
	Iteration 31Q: 3 clusters Score -274412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -274413.718750 Penalty: 3966.006104
	Iteration 32Q: 3 clusters Score -274413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -274415.937500 Penalty: 3966.006104
	Iteration 33Q: 3 clusters Score -274415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -274419.312500 Penalty: 3966.006104
	Iteration 34Q: 3 clusters Score -274419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -274421.781250 Penalty: 3966.006104
	Iteration 35Q: 3 clusters Score -274421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -274423.187500 Penalty: 3966.006104
	Iteration 36Q: 3 clusters Score -274423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -274425.406250 Penalty: 3966.006104
	Iteration 37Q: 3 clusters Score -274425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -274427.812500 Penalty: 3966.006104
	Iteration 38Q: 3 clusters Score -274427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -274427.812500 Penalty: 3966.006104
	Iteration 39F: 3 clusters Score -274427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64086 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 1189 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100855 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14885 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Mstep: Class 46 contains 1780 members 
Entering Unmasked Estep 
Score: -58953224.000000 Penalty: 152269.187500
Splitting cluster 15 changes total score from -58954500.000000 to -58953224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (22280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Entering Unmasked Estep 
Score: -2288705.250000 Penalty: 2482.838379
	Iteration 0F: 2 clusters Score -2288705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2273154.250000 Penalty: 4965.676758
	Iteration 0F: 3 clusters Score -2273154 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2278516.500000 Penalty: 4965.676758
	Iteration 1F: 3 clusters Score -2278516 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2278877.750000 Penalty: 4965.676758
	Iteration 2F: 3 clusters Score -2278878 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2279167.500000 Penalty: 4965.676758
	Iteration 3Q: 3 clusters Score -2279168 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2279438.500000 Penalty: 4965.676758
	Iteration 4Q: 3 clusters Score -2279438 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2279730.500000 Penalty: 4965.676758
	Iteration 5Q: 3 clusters Score -2279730 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2280157.750000 Penalty: 4965.676758
	Iteration 6Q: 3 clusters Score -2280158 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2280703.500000 Penalty: 4965.676758
	Iteration 7Q: 3 clusters Score -2280704 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2281546.750000 Penalty: 4965.676758
	Iteration 8F: 3 clusters Score -2281547 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2282715.500000 Penalty: 4965.676758
	Iteration 9F: 3 clusters Score -2282716 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2283958.750000 Penalty: 4965.676758
	Iteration 10F: 3 clusters Score -2283959 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2284955.250000 Penalty: 4965.676758
	Iteration 11F: 3 clusters Score -2284955 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2285558.500000 Penalty: 4965.676758
	Iteration 12Q: 3 clusters Score -2285558 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2285921.750000 Penalty: 4965.676758
	Iteration 13Q: 3 clusters Score -2285922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2286146.750000 Penalty: 4965.676758
	Iteration 14Q: 3 clusters Score -2286147 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2286271.500000 Penalty: 4965.676758
	Iteration 15Q: 3 clusters Score -2286272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2286356.500000 Penalty: 4965.676758
	Iteration 16Q: 3 clusters Score -2286356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2286425.000000 Penalty: 4965.676758
	Iteration 17Q: 3 clusters Score -2286425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2286473.250000 Penalty: 4965.676758
	Iteration 18Q: 3 clusters Score -2286473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2286507.000000 Penalty: 4965.676758
	Iteration 19Q: 3 clusters Score -2286507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2286545.000000 Penalty: 4965.676758
	Iteration 20F: 3 clusters Score -2286545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2286578.500000 Penalty: 4965.676758
	Iteration 21Q: 3 clusters Score -2286578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2286596.250000 Penalty: 4965.676758
	Iteration 22Q: 3 clusters Score -2286596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2286612.750000 Penalty: 4965.676758
	Iteration 23Q: 3 clusters Score -2286613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2286627.500000 Penalty: 4965.676758
	Iteration 24Q: 3 clusters Score -2286628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2286639.750000 Penalty: 4965.676758
	Iteration 25Q: 3 clusters Score -2286640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2286642.750000 Penalty: 4965.676758
	Iteration 26Q: 3 clusters Score -2286643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2286649.500000 Penalty: 4965.676758
	Iteration 27Q: 3 clusters Score -2286650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2286659.500000 Penalty: 4965.676758
	Iteration 28Q: 3 clusters Score -2286660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2286662.750000 Penalty: 4965.676758
	Iteration 29Q: 3 clusters Score -2286663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2286668.750000 Penalty: 4965.676758
	Iteration 30Q: 3 clusters Score -2286669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2286667.500000 Penalty: 4965.676758
	Iteration 31Q: 3 clusters Score -2286668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2286669.500000 Penalty: 4965.676758
	Iteration 32Q: 3 clusters Score -2286670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2286669.750000 Penalty: 4965.676758
	Iteration 33Q: 3 clusters Score -2286670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2286668.750000 Penalty: 4965.676758
	Iteration 34Q: 3 clusters Score -2286669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2286672.250000 Penalty: 4965.676758
	Iteration 35Q: 3 clusters Score -2286672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2286681.000000 Penalty: 4965.676758
	Iteration 36Q: 3 clusters Score -2286681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2286684.250000 Penalty: 4965.676758
	Iteration 37Q: 3 clusters Score -2286684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2286688.500000 Penalty: 4965.676758
	Iteration 38Q: 3 clusters Score -2286688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2286686.000000 Penalty: 4965.676758
	Iteration 39Q: 3 clusters Score -2286686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2286689.500000 Penalty: 4965.676758
	Iteration 40F: 3 clusters Score -2286690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2286689.500000 Penalty: 4965.676758
	Iteration 41Q: 3 clusters Score -2286690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2286689.500000 Penalty: 4965.676758
	Iteration 42F: 3 clusters Score -2286690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Entering Unmasked Estep 
Score: -9805339.000000 Penalty: 2857.316895
	Iteration 0F: 2 clusters Score -9805339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9738092.000000 Penalty: 5714.633789
	Iteration 0F: 3 clusters Score -9738092 nChanged 47751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -9766418.000000 Penalty: 5714.633789
	Iteration 1F: 3 clusters Score -9766418 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -9767900.000000 Penalty: 5714.633789
	Iteration 2Q: 3 clusters Score -9767900 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -9769867.000000 Penalty: 5714.633789
	Iteration 3Q: 3 clusters Score -9769867 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -9771772.000000 Penalty: 5714.633789
	Iteration 4F: 3 clusters Score -9771772 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -9773919.000000 Penalty: 5714.633789
	Iteration 5F: 3 clusters Score -9773919 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9776186.000000 Penalty: 5714.633789
	Iteration 6F: 3 clusters Score -9776186 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -9778495.000000 Penalty: 5714.633789
	Iteration 7F: 3 clusters Score -9778495 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -9780975.000000 Penalty: 5714.633789
	Iteration 8Q: 3 clusters Score -9780975 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -9783610.000000 Penalty: 5714.633789
	Iteration 9Q: 3 clusters Score -9783610 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -9786159.000000 Penalty: 5714.633789
	Iteration 10Q: 3 clusters Score -9786159 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -9788863.000000 Penalty: 5714.633789
	Iteration 11Q: 3 clusters Score -9788863 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -9791674.000000 Penalty: 5714.633789
	Iteration 12Q: 3 clusters Score -9791674 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -9794498.000000 Penalty: 5714.633789
	Iteration 13Q: 3 clusters Score -9794498 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -9797184.000000 Penalty: 5714.633789
	Iteration 14Q: 3 clusters Score -9797184 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -9799278.000000 Penalty: 5714.633789
	Iteration 15Q: 3 clusters Score -9799278 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -9800823.000000 Penalty: 5714.633789
	Iteration 16Q: 3 clusters Score -9800823 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9801760.000000 Penalty: 5714.633789
	Iteration 17Q: 3 clusters Score -9801760 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9802244.000000 Penalty: 5714.633789
	Iteration 18Q: 3 clusters Score -9802244 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9802533.000000 Penalty: 5714.633789
	Iteration 19Q: 3 clusters Score -9802533 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9802661.000000 Penalty: 5714.633789
	Iteration 20F: 3 clusters Score -9802661 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9802817.000000 Penalty: 5714.633789
	Iteration 21Q: 3 clusters Score -9802817 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9802885.000000 Penalty: 5714.633789
	Iteration 22Q: 3 clusters Score -9802885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9802913.000000 Penalty: 5714.633789
	Iteration 23Q: 3 clusters Score -9802913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9802914.000000 Penalty: 5714.633789
	Iteration 24Q: 3 clusters Score -9802914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9802938.000000 Penalty: 5714.633789
	Iteration 25Q: 3 clusters Score -9802938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9802957.000000 Penalty: 5714.633789
	Iteration 26Q: 3 clusters Score -9802957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9802958.000000 Penalty: 5714.633789
	Iteration 27Q: 3 clusters Score -9802958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9802961.000000 Penalty: 5714.633789
	Iteration 28Q: 3 clusters Score -9802961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9802976.000000 Penalty: 5714.633789
	Iteration 29Q: 3 clusters Score -9802976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9802973.000000 Penalty: 5714.633789
	Iteration 30Q: 3 clusters Score -9802973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9802978.000000 Penalty: 5714.633789
	Iteration 31Q: 3 clusters Score -9802978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9802977.000000 Penalty: 5714.633789
	Iteration 32Q: 3 clusters Score -9802977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9802986.000000 Penalty: 5714.633789
	Iteration 33Q: 3 clusters Score -9802986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9802989.000000 Penalty: 5714.633789
	Iteration 34Q: 3 clusters Score -9802989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9802993.000000 Penalty: 5714.633789
	Iteration 35Q: 3 clusters Score -9802993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9802995.000000 Penalty: 5714.633789
	Iteration 36Q: 3 clusters Score -9802995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9802995.000000 Penalty: 5714.633789
	Iteration 37F: 3 clusters Score -9802995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Entering Unmasked Estep 
Score: -1576317.375000 Penalty: 2409.660889
	Iteration 0F: 2 clusters Score -1576317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1564483.250000 Penalty: 4819.321777
	Iteration 0F: 3 clusters Score -1564483 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1568469.500000 Penalty: 4819.321777
	Iteration 1F: 3 clusters Score -1568470 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1568931.250000 Penalty: 4819.321777
	Iteration 2F: 3 clusters Score -1568931 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1569344.875000 Penalty: 4819.321777
	Iteration 3F: 3 clusters Score -1569345 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1569745.875000 Penalty: 4819.321777
	Iteration 4Q: 3 clusters Score -1569746 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1570164.875000 Penalty: 4819.321777
	Iteration 5Q: 3 clusters Score -1570165 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1570578.125000 Penalty: 4819.321777
	Iteration 6Q: 3 clusters Score -1570578 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1570996.500000 Penalty: 4819.321777
	Iteration 7Q: 3 clusters Score -1570996 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1571426.750000 Penalty: 4819.321777
	Iteration 8Q: 3 clusters Score -1571427 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1571811.125000 Penalty: 4819.321777
	Iteration 9Q: 3 clusters Score -1571811 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1572167.125000 Penalty: 4819.321777
	Iteration 10Q: 3 clusters Score -1572167 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1572435.375000 Penalty: 4819.321777
	Iteration 11Q: 3 clusters Score -1572435 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1572659.625000 Penalty: 4819.321777
	Iteration 12Q: 3 clusters Score -1572660 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1572835.500000 Penalty: 4819.321777
	Iteration 13Q: 3 clusters Score -1572836 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1572979.625000 Penalty: 4819.321777
	Iteration 14Q: 3 clusters Score -1572980 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1573104.750000 Penalty: 4819.321777
	Iteration 15Q: 3 clusters Score -1573105 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1573203.875000 Penalty: 4819.321777
	Iteration 16Q: 3 clusters Score -1573204 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1573474 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1573501 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1573565 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1573598 nChanged 140
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Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1573657 nChanged 93
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Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1573670 nChanged 95
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Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1573713 nChanged 113
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Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1573739 nChanged 116
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Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1573762 nChanged 121
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Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1573790 nChanged 99
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Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1573808 nChanged 75
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1573817 nChanged 68
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Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1573827 nChanged 67
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Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1573847 nChanged 59
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Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1573850 nChanged 54
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1573859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1573863 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1573884 nChanged 65
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Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1573889 nChanged 84
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Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1573902 nChanged 75
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Mstep: Class 1 contains 8260 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1573913 nChanged 70
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1573930 nChanged 89
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Mstep: Class 1 contains 8311 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1573951 nChanged 89
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Mstep: Class 1 contains 8330 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1573968 nChanged 91
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Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8232 members 
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	Iteration 49Q: 3 clusters Score -1573988 nChanged 110
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Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1574009 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1574034 nChanged 115
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Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8446 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1574091 nChanged 148
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Mstep: Class 1 contains 8488 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1574132 nChanged 155
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Mstep: Class 1 contains 8533 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1574176 nChanged 153
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Mstep: Class 1 contains 8558 members 
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	Iteration 56Q: 3 clusters Score -1574218 nChanged 170
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Mstep: Class 1 contains 8588 members 
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	Iteration 57Q: 3 clusters Score -1574283 nChanged 212
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Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1574360 nChanged 246
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Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1574458 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
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Entering Unmasked Estep 
Score: -1574559.625000 Penalty: 4819.321777
	Iteration 60F: 3 clusters Score -1574560 nChanged 270
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Mstep: Class 1 contains 8850 members 
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	Iteration 61Q: 3 clusters Score -1574697 nChanged 284
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Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1574840 nChanged 287
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Mstep: Class 1 contains 9037 members 
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	Iteration 63Q: 3 clusters Score -1575000 nChanged 320
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1575192 nChanged 303
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Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1575379 nChanged 294
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Mstep: Class 1 contains 9398 members 
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	Iteration 66Q: 3 clusters Score -1575583 nChanged 301
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Mstep: Class 1 contains 9529 members 
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	Iteration 67Q: 3 clusters Score -1575778 nChanged 242
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Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6984 members 
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	Iteration 68Q: 3 clusters Score -1575939 nChanged 226
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Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6916 members 
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	Iteration 69Q: 3 clusters Score -1576077 nChanged 202
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Mstep: Class 1 contains 9735 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1576192 nChanged 169
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Mstep: Class 1 contains 9760 members 
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	Iteration 71Q: 3 clusters Score -1576268 nChanged 152
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Mstep: Class 1 contains 9788 members 
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	Iteration 72Q: 3 clusters Score -1576336 nChanged 137
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Mstep: Class 1 contains 9807 members 
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	Iteration 73Q: 3 clusters Score -1576381 nChanged 90
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Mstep: Class 1 contains 9805 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1576414 nChanged 72
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Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1576431 nChanged 55
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Mstep: Class 1 contains 9790 members 
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	Iteration 76Q: 3 clusters Score -1576446 nChanged 42
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Mstep: Class 1 contains 9786 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1576456 nChanged 31
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Mstep: Class 1 contains 9785 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1576464 nChanged 24
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Mstep: Class 1 contains 9789 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1576469 nChanged 24
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Mstep: Class 1 contains 9793 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1576485 nChanged 34
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Mstep: Class 1 contains 9799 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1576501 nChanged 46
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1576510 nChanged 41
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Mstep: Class 1 contains 9796 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1576518 nChanged 37
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Mstep: Class 1 contains 9791 members 
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Entering Unmasked Estep 
Score: -1576532.875000 Penalty: 4819.321777
	Iteration 84Q: 3 clusters Score -1576533 nChanged 35
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1576535 nChanged 22
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Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1576542.875000 Penalty: 4819.321777
	Iteration 86Q: 3 clusters Score -1576543 nChanged 20
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Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1576541.000000 Penalty: 4819.321777
	Iteration 87Q: 3 clusters Score -1576541 nChanged 17
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Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1576542 nChanged 11
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Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1576546 nChanged 11
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Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1576551 nChanged 13
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1576559 nChanged 8
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Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1576557 nChanged 10
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	Iteration 93Q: 3 clusters Score -1576557 nChanged 10
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Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1576560 nChanged 11
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Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6722 members 
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	Iteration 95Q: 3 clusters Score -1576561 nChanged 9
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1576562 nChanged 10
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Mstep: Class 1 contains 9880 members 
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	Iteration 97Q: 3 clusters Score -1576565 nChanged 7
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Mstep: Class 1 contains 9885 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1576567 nChanged 6
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Mstep: Class 1 contains 9891 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1576568 nChanged 12
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Mstep: Class 1 contains 9901 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1576567 nChanged 13
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Mstep: Class 1 contains 9912 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1576569 nChanged 12
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Mstep: Class 1 contains 9922 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1576573 nChanged 28
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	Iteration 103Q: 3 clusters Score -1576581 nChanged 35
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Mstep: Class 1 contains 9979 members 
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	Iteration 104Q: 3 clusters Score -1576590 nChanged 43
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Mstep: Class 1 contains 10016 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1576604 nChanged 44
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Mstep: Class 1 contains 10046 members 
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Entering Unmasked Estep 
Score: -1576620.000000 Penalty: 4819.321777
	Iteration 106Q: 3 clusters Score -1576620 nChanged 37
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Mstep: Class 1 contains 10073 members 
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Entering Unmasked Estep 
Score: -1576626.875000 Penalty: 4819.321777
	Iteration 107Q: 3 clusters Score -1576627 nChanged 39
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Mstep: Class 1 contains 10108 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1576652 nChanged 56
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Mstep: Class 1 contains 10152 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1576672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1576716.500000 Penalty: 4819.321777
	Iteration 110Q: 3 clusters Score -1576716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1576742.000000 Penalty: 4819.321777
	Iteration 111Q: 3 clusters Score -1576742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1576759.000000 Penalty: 4819.321777
	Iteration 112Q: 3 clusters Score -1576759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1576764.125000 Penalty: 4819.321777
	Iteration 113Q: 3 clusters Score -1576764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1576772.250000 Penalty: 4819.321777
	Iteration 114Q: 3 clusters Score -1576772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1576771.500000 Penalty: 4819.321777
	Iteration 115Q: 3 clusters Score -1576772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1576772.875000 Penalty: 4819.321777
	Iteration 116Q: 3 clusters Score -1576773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1576774.875000 Penalty: 4819.321777
	Iteration 117Q: 3 clusters Score -1576775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1576775.000000 Penalty: 4819.321777
	Iteration 118Q: 3 clusters Score -1576775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1576776.250000 Penalty: 4819.321777
	Iteration 119Q: 3 clusters Score -1576776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1576775.875000 Penalty: 4819.321777
	Iteration 120F: 3 clusters Score -1576776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1576778.000000 Penalty: 4819.321777
	Iteration 121Q: 3 clusters Score -1576778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1576778.000000 Penalty: 4819.321777
	Iteration 122F: 3 clusters Score -1576778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64086 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100855 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14885 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Mstep: Class 46 contains 6192 members 
Entering Unmasked Estep 
Score: -58953868.000000 Penalty: 152269.187500
Splitting cluster 18 changes total score from -58954500.000000 to -58953868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Entering Unmasked Estep 
Score: -1092381.000000 Penalty: 2304.784424
	Iteration 0F: 2 clusters Score -1092381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1084252.375000 Penalty: 4609.568848
	Iteration 0F: 3 clusters Score -1084252 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1086718.500000 Penalty: 4609.568848
	Iteration 1F: 3 clusters Score -1086718 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1087063.500000 Penalty: 4609.568848
	Iteration 2F: 3 clusters Score -1087064 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1087337.500000 Penalty: 4609.568848
	Iteration 3F: 3 clusters Score -1087338 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1087546.125000 Penalty: 4609.568848
	Iteration 4Q: 3 clusters Score -1087546 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1087719.625000 Penalty: 4609.568848
	Iteration 5Q: 3 clusters Score -1087720 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1087880.375000 Penalty: 4609.568848
	Iteration 6Q: 3 clusters Score -1087880 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1088078.625000 Penalty: 4609.568848
	Iteration 7Q: 3 clusters Score -1088079 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1088296.000000 Penalty: 4609.568848
	Iteration 8Q: 3 clusters Score -1088296 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1088531.000000 Penalty: 4609.568848
	Iteration 9Q: 3 clusters Score -1088531 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1088772.125000 Penalty: 4609.568848
	Iteration 10Q: 3 clusters Score -1088772 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1088990.625000 Penalty: 4609.568848
	Iteration 11Q: 3 clusters Score -1088991 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1089261.875000 Penalty: 4609.568848
	Iteration 12Q: 3 clusters Score -1089262 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1089526.250000 Penalty: 4609.568848
	Iteration 13Q: 3 clusters Score -1089526 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1089793.375000 Penalty: 4609.568848
	Iteration 14Q: 3 clusters Score -1089793 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1090066.500000 Penalty: 4609.568848
	Iteration 15Q: 3 clusters Score -1090066 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1090301.000000 Penalty: 4609.568848
	Iteration 16Q: 3 clusters Score -1090301 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1090499.500000 Penalty: 4609.568848
	Iteration 17Q: 3 clusters Score -1090500 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1090661.500000 Penalty: 4609.568848
	Iteration 18Q: 3 clusters Score -1090662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1090791.750000 Penalty: 4609.568848
	Iteration 19Q: 3 clusters Score -1090792 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1090884.250000 Penalty: 4609.568848
	Iteration 20F: 3 clusters Score -1090884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1090949.625000 Penalty: 4609.568848
	Iteration 21Q: 3 clusters Score -1090950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1090998.625000 Penalty: 4609.568848
	Iteration 22Q: 3 clusters Score -1090999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1091042.500000 Penalty: 4609.568848
	Iteration 23Q: 3 clusters Score -1091042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1091091.375000 Penalty: 4609.568848
	Iteration 24Q: 3 clusters Score -1091091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1091130.750000 Penalty: 4609.568848
	Iteration 25Q: 3 clusters Score -1091131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1091157.000000 Penalty: 4609.568848
	Iteration 26Q: 3 clusters Score -1091157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1091173.250000 Penalty: 4609.568848
	Iteration 27Q: 3 clusters Score -1091173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1091179.375000 Penalty: 4609.568848
	Iteration 28Q: 3 clusters Score -1091179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1091185.500000 Penalty: 4609.568848
	Iteration 29Q: 3 clusters Score -1091186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1091184.875000 Penalty: 4609.568848
	Iteration 30Q: 3 clusters Score -1091185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1091182.750000 Penalty: 4609.568848
	Iteration 31Q: 3 clusters Score -1091183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1091182.750000 Penalty: 4609.568848
	Iteration 32F: 3 clusters Score -1091183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Entering Unmasked Estep 
Score: -1113610.375000 Penalty: 2340.572998
	Iteration 0F: 2 clusters Score -1113610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1104301.500000 Penalty: 4681.145996
	Iteration 0F: 3 clusters Score -1104302 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1107199.125000 Penalty: 4681.145996
	Iteration 1F: 3 clusters Score -1107199 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1107756.000000 Penalty: 4681.145996
	Iteration 2F: 3 clusters Score -1107756 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1108409.250000 Penalty: 4681.145996
	Iteration 3F: 3 clusters Score -1108409 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1109139.625000 Penalty: 4681.145996
	Iteration 4F: 3 clusters Score -1109140 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1109823.125000 Penalty: 4681.145996
	Iteration 5F: 3 clusters Score -1109823 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1110409.250000 Penalty: 4681.145996
	Iteration 6F: 3 clusters Score -1110409 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1110862.125000 Penalty: 4681.145996
	Iteration 7F: 3 clusters Score -1110862 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1111227.875000 Penalty: 4681.145996
	Iteration 8Q: 3 clusters Score -1111228 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1111443.375000 Penalty: 4681.145996
	Iteration 9Q: 3 clusters Score -1111443 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1111589.375000 Penalty: 4681.145996
	Iteration 10Q: 3 clusters Score -1111589 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1111694.125000 Penalty: 4681.145996
	Iteration 11Q: 3 clusters Score -1111694 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1111777.750000 Penalty: 4681.145996
	Iteration 12Q: 3 clusters Score -1111778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1111838.500000 Penalty: 4681.145996
	Iteration 13Q: 3 clusters Score -1111838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1111876.125000 Penalty: 4681.145996
	Iteration 14Q: 3 clusters Score -1111876 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1111911.500000 Penalty: 4681.145996
	Iteration 15Q: 3 clusters Score -1111912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1111931.750000 Penalty: 4681.145996
	Iteration 16Q: 3 clusters Score -1111932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1111956.375000 Penalty: 4681.145996
	Iteration 17Q: 3 clusters Score -1111956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1111971.375000 Penalty: 4681.145996
	Iteration 18Q: 3 clusters Score -1111971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1111990.625000 Penalty: 4681.145996
	Iteration 19Q: 3 clusters Score -1111991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1112002.750000 Penalty: 4681.145996
	Iteration 20F: 3 clusters Score -1112003 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1112022.500000 Penalty: 4681.145996
	Iteration 21Q: 3 clusters Score -1112022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1112033.000000 Penalty: 4681.145996
	Iteration 22Q: 3 clusters Score -1112033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1112047.750000 Penalty: 4681.145996
	Iteration 23Q: 3 clusters Score -1112048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1112061.375000 Penalty: 4681.145996
	Iteration 24Q: 3 clusters Score -1112061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1112076.250000 Penalty: 4681.145996
	Iteration 25Q: 3 clusters Score -1112076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1112082.000000 Penalty: 4681.145996
	Iteration 26Q: 3 clusters Score -1112082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1112090.250000 Penalty: 4681.145996
	Iteration 27Q: 3 clusters Score -1112090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1112097.375000 Penalty: 4681.145996
	Iteration 28Q: 3 clusters Score -1112097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1112107.375000 Penalty: 4681.145996
	Iteration 29Q: 3 clusters Score -1112107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1112117.500000 Penalty: 4681.145996
	Iteration 30Q: 3 clusters Score -1112118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1112122.250000 Penalty: 4681.145996
	Iteration 31Q: 3 clusters Score -1112122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1112126.125000 Penalty: 4681.145996
	Iteration 32Q: 3 clusters Score -1112126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1112128.750000 Penalty: 4681.145996
	Iteration 33Q: 3 clusters Score -1112129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1112132.750000 Penalty: 4681.145996
	Iteration 34Q: 3 clusters Score -1112133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1112142.875000 Penalty: 4681.145996
	Iteration 35Q: 3 clusters Score -1112143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1112148.125000 Penalty: 4681.145996
	Iteration 36Q: 3 clusters Score -1112148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1112154.000000 Penalty: 4681.145996
	Iteration 37Q: 3 clusters Score -1112154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1112159.875000 Penalty: 4681.145996
	Iteration 38Q: 3 clusters Score -1112160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1112164.000000 Penalty: 4681.145996
	Iteration 39Q: 3 clusters Score -1112164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1112166.875000 Penalty: 4681.145996
	Iteration 40F: 3 clusters Score -1112167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1112167.500000 Penalty: 4681.145996
	Iteration 41Q: 3 clusters Score -1112168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1112167.500000 Penalty: 4681.145996
	Iteration 42Q: 3 clusters Score -1112168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1112167.500000 Penalty: 4681.145996
	Iteration 43Q: 3 clusters Score -1112168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1112167.375000 Penalty: 4681.145996
	Iteration 44Q: 3 clusters Score -1112167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1112165.250000 Penalty: 4681.145996
	Iteration 45Q: 3 clusters Score -1112165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1112168.625000 Penalty: 4681.145996
	Iteration 46Q: 3 clusters Score -1112169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1112169.625000 Penalty: 4681.145996
	Iteration 47Q: 3 clusters Score -1112170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1112170.500000 Penalty: 4681.145996
	Iteration 48Q: 3 clusters Score -1112170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1112169.375000 Penalty: 4681.145996
	Iteration 49Q: 3 clusters Score -1112169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1112171.000000 Penalty: 4681.145996
	Iteration 50Q: 3 clusters Score -1112171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1112172.625000 Penalty: 4681.145996
	Iteration 51Q: 3 clusters Score -1112173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1112172.500000 Penalty: 4681.145996
	Iteration 52Q: 3 clusters Score -1112172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1112172.500000 Penalty: 4681.145996
	Iteration 53Q: 3 clusters Score -1112172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1112173.500000 Penalty: 4681.145996
	Iteration 54Q: 3 clusters Score -1112174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1112174.000000 Penalty: 4681.145996
	Iteration 55Q: 3 clusters Score -1112174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1112176.500000 Penalty: 4681.145996
	Iteration 56Q: 3 clusters Score -1112176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1112179.750000 Penalty: 4681.145996
	Iteration 57Q: 3 clusters Score -1112180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1112181.125000 Penalty: 4681.145996
	Iteration 58Q: 3 clusters Score -1112181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1112176.375000 Penalty: 4681.145996
	Iteration 59Q: 3 clusters Score -1112176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1112175.125000 Penalty: 4681.145996
	Iteration 60F: 3 clusters Score -1112175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1112176.875000 Penalty: 4681.145996
	Iteration 61Q: 3 clusters Score -1112177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1112176.375000 Penalty: 4681.145996
	Iteration 62Q: 3 clusters Score -1112176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1112178.500000 Penalty: 4681.145996
	Iteration 63Q: 3 clusters Score -1112178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1112178.875000 Penalty: 4681.145996
	Iteration 64Q: 3 clusters Score -1112179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1112179.125000 Penalty: 4681.145996
	Iteration 65Q: 3 clusters Score -1112179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1112179.125000 Penalty: 4681.145996
	Iteration 66F: 3 clusters Score -1112179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Entering Unmasked Estep 
Score: -1436816.625000 Penalty: 2373.854248
	Iteration 0F: 2 clusters Score -1436817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1426354.250000 Penalty: 4747.708496
	Iteration 0F: 3 clusters Score -1426354 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1429807.625000 Penalty: 4747.708496
	Iteration 1F: 3 clusters Score -1429808 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1430203.625000 Penalty: 4747.708496
	Iteration 2F: 3 clusters Score -1430204 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1430503.000000 Penalty: 4747.708496
	Iteration 3F: 3 clusters Score -1430503 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1430744.125000 Penalty: 4747.708496
	Iteration 4Q: 3 clusters Score -1430744 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1430991.875000 Penalty: 4747.708496
	Iteration 5Q: 3 clusters Score -1430992 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1431276.500000 Penalty: 4747.708496
	Iteration 6Q: 3 clusters Score -1431276 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1431592.875000 Penalty: 4747.708496
	Iteration 7Q: 3 clusters Score -1431593 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1431932.250000 Penalty: 4747.708496
	Iteration 8Q: 3 clusters Score -1431932 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1432275.125000 Penalty: 4747.708496
	Iteration 9Q: 3 clusters Score -1432275 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1432642.875000 Penalty: 4747.708496
	Iteration 10Q: 3 clusters Score -1432643 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1433016.375000 Penalty: 4747.708496
	Iteration 11Q: 3 clusters Score -1433016 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1433374.250000 Penalty: 4747.708496
	Iteration 12Q: 3 clusters Score -1433374 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1433692.500000 Penalty: 4747.708496
	Iteration 13Q: 3 clusters Score -1433692 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1433983.000000 Penalty: 4747.708496
	Iteration 14Q: 3 clusters Score -1433983 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1434215.625000 Penalty: 4747.708496
	Iteration 15Q: 3 clusters Score -1434216 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1434371.500000 Penalty: 4747.708496
	Iteration 16Q: 3 clusters Score -1434372 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1434475.875000 Penalty: 4747.708496
	Iteration 17Q: 3 clusters Score -1434476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1434558.500000 Penalty: 4747.708496
	Iteration 18Q: 3 clusters Score -1434558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1434611.125000 Penalty: 4747.708496
	Iteration 19Q: 3 clusters Score -1434611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1434649.375000 Penalty: 4747.708496
	Iteration 20F: 3 clusters Score -1434649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1434670.625000 Penalty: 4747.708496
	Iteration 21Q: 3 clusters Score -1434671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1434688.625000 Penalty: 4747.708496
	Iteration 22Q: 3 clusters Score -1434689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1434699.750000 Penalty: 4747.708496
	Iteration 23Q: 3 clusters Score -1434700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1434718.375000 Penalty: 4747.708496
	Iteration 24Q: 3 clusters Score -1434718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1434730.000000 Penalty: 4747.708496
	Iteration 25Q: 3 clusters Score -1434730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1434727.375000 Penalty: 4747.708496
	Iteration 26Q: 3 clusters Score -1434727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1434734.250000 Penalty: 4747.708496
	Iteration 27Q: 3 clusters Score -1434734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1434738.625000 Penalty: 4747.708496
	Iteration 28Q: 3 clusters Score -1434739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1434739.125000 Penalty: 4747.708496
	Iteration 29Q: 3 clusters Score -1434739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1434740.750000 Penalty: 4747.708496
	Iteration 30Q: 3 clusters Score -1434741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1434743.875000 Penalty: 4747.708496
	Iteration 31Q: 3 clusters Score -1434744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1434746.125000 Penalty: 4747.708496
	Iteration 32Q: 3 clusters Score -1434746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1434750.000000 Penalty: 4747.708496
	Iteration 33Q: 3 clusters Score -1434750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1434754.000000 Penalty: 4747.708496
	Iteration 34Q: 3 clusters Score -1434754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1434758.625000 Penalty: 4747.708496
	Iteration 35Q: 3 clusters Score -1434759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1434761.875000 Penalty: 4747.708496
	Iteration 36Q: 3 clusters Score -1434762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1434763.125000 Penalty: 4747.708496
	Iteration 37Q: 3 clusters Score -1434763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1434765.250000 Penalty: 4747.708496
	Iteration 38Q: 3 clusters Score -1434765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1434764.250000 Penalty: 4747.708496
	Iteration 39Q: 3 clusters Score -1434764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1434764.250000 Penalty: 4747.708496
	Iteration 40F: 3 clusters Score -1434764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -502909.687500 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -502909.7 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 2871 members 
Entering Unmasked Estep 
Score: -498075.281250 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -498075.3 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -499361.718750 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -499361.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -499742.250000 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -499742.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -500045.218750 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -500045.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -500328.875000 Penalty: 4280.473145
	Iteration 4F: 3 clusters Score -500328.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -500618.687500 Penalty: 4280.473145
	Iteration 5F: 3 clusters Score -500618.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -501008.875000 Penalty: 4280.473145
	Iteration 6F: 3 clusters Score -501008.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -501517.343750 Penalty: 4280.473145
	Iteration 7F: 3 clusters Score -501517.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -502055.750000 Penalty: 4280.473145
	Iteration 8F: 3 clusters Score -502055.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -502444.875000 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -502444.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -502670.156250 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -502670.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -502806.843750 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -502806.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -502883.281250 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -502883.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -502924.093750 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -502924.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -502945.906250 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -502945.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -502963.375000 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -502963.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -502974.718750 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -502974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -502988.156250 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -502988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -502999.375000 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -502999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -503005.718750 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -503005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -503010.718750 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -503010.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -503013.062500 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -503013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -503015.250000 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -503015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -503014.437500 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -503014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -503014.437500 Penalty: 4280.473145
	Iteration 24F: 3 clusters Score -503014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64086 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100855 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14885 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Mstep: Class 46 contains 4220 members 
Entering Unmasked Estep 
Score: -58953452.000000 Penalty: 152269.187500
Splitting cluster 22 changes total score from -58954500.000000 to -58953452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Entering Unmasked Estep 
Score: -2100598.750000 Penalty: 2473.538574
	Iteration 0F: 2 clusters Score -2100599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2085472.375000 Penalty: 4947.077148
	Iteration 0F: 3 clusters Score -2085472 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2090863.875000 Penalty: 4947.077148
	Iteration 1F: 3 clusters Score -2090864 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2091496.125000 Penalty: 4947.077148
	Iteration 2F: 3 clusters Score -2091496 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2092227.875000 Penalty: 4947.077148
	Iteration 3F: 3 clusters Score -2092228 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2093054.500000 Penalty: 4947.077148
	Iteration 4F: 3 clusters Score -2093054 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2093895.125000 Penalty: 4947.077148
	Iteration 5F: 3 clusters Score -2093895 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2094675.875000 Penalty: 4947.077148
	Iteration 6F: 3 clusters Score -2094676 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2095330.125000 Penalty: 4947.077148
	Iteration 7F: 3 clusters Score -2095330 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2095915.125000 Penalty: 4947.077148
	Iteration 8Q: 3 clusters Score -2095915 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2096400.750000 Penalty: 4947.077148
	Iteration 9Q: 3 clusters Score -2096401 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2096802.375000 Penalty: 4947.077148
	Iteration 10Q: 3 clusters Score -2096802 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2097120.250000 Penalty: 4947.077148
	Iteration 11Q: 3 clusters Score -2097120 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2097390.750000 Penalty: 4947.077148
	Iteration 12Q: 3 clusters Score -2097391 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2097631.000000 Penalty: 4947.077148
	Iteration 13Q: 3 clusters Score -2097631 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2097789.750000 Penalty: 4947.077148
	Iteration 14Q: 3 clusters Score -2097790 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2097923.750000 Penalty: 4947.077148
	Iteration 15Q: 3 clusters Score -2097924 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2098040.750000 Penalty: 4947.077148
	Iteration 16Q: 3 clusters Score -2098041 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2098136.750000 Penalty: 4947.077148
	Iteration 17Q: 3 clusters Score -2098137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2098211.000000 Penalty: 4947.077148
	Iteration 18Q: 3 clusters Score -2098211 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2098279.750000 Penalty: 4947.077148
	Iteration 19Q: 3 clusters Score -2098280 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2098349.750000 Penalty: 4947.077148
	Iteration 20F: 3 clusters Score -2098350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2098430.000000 Penalty: 4947.077148
	Iteration 21Q: 3 clusters Score -2098430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2098496.750000 Penalty: 4947.077148
	Iteration 22Q: 3 clusters Score -2098497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2098555.250000 Penalty: 4947.077148
	Iteration 23Q: 3 clusters Score -2098555 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2098614.750000 Penalty: 4947.077148
	Iteration 24Q: 3 clusters Score -2098615 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2098669.250000 Penalty: 4947.077148
	Iteration 25Q: 3 clusters Score -2098669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2098715.500000 Penalty: 4947.077148
	Iteration 26Q: 3 clusters Score -2098716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2098759.000000 Penalty: 4947.077148
	Iteration 27Q: 3 clusters Score -2098759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2098801.250000 Penalty: 4947.077148
	Iteration 28Q: 3 clusters Score -2098801 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2098844.000000 Penalty: 4947.077148
	Iteration 29Q: 3 clusters Score -2098844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2098881.750000 Penalty: 4947.077148
	Iteration 30Q: 3 clusters Score -2098882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2098910.500000 Penalty: 4947.077148
	Iteration 31Q: 3 clusters Score -2098910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2098930.000000 Penalty: 4947.077148
	Iteration 32Q: 3 clusters Score -2098930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2098960.750000 Penalty: 4947.077148
	Iteration 33Q: 3 clusters Score -2098961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2098967.750000 Penalty: 4947.077148
	Iteration 34Q: 3 clusters Score -2098968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2098978.000000 Penalty: 4947.077148
	Iteration 35Q: 3 clusters Score -2098978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2098983.500000 Penalty: 4947.077148
	Iteration 36Q: 3 clusters Score -2098984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2098991.250000 Penalty: 4947.077148
	Iteration 37Q: 3 clusters Score -2098991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2098991.500000 Penalty: 4947.077148
	Iteration 38Q: 3 clusters Score -2098992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2099001.000000 Penalty: 4947.077148
	Iteration 39Q: 3 clusters Score -2099001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2099006.250000 Penalty: 4947.077148
	Iteration 40F: 3 clusters Score -2099006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2099006.250000 Penalty: 4947.077148
	Iteration 41Q: 3 clusters Score -2099006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2099006.250000 Penalty: 4947.077148
	Iteration 42Q: 3 clusters Score -2099006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2099008.250000 Penalty: 4947.077148
	Iteration 43Q: 3 clusters Score -2099008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2099011.500000 Penalty: 4947.077148
	Iteration 44Q: 3 clusters Score -2099012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2099017.000000 Penalty: 4947.077148
	Iteration 45Q: 3 clusters Score -2099017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2099020.750000 Penalty: 4947.077148
	Iteration 46Q: 3 clusters Score -2099021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2099018.750000 Penalty: 4947.077148
	Iteration 47Q: 3 clusters Score -2099019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2099017.750000 Penalty: 4947.077148
	Iteration 48Q: 3 clusters Score -2099018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2099017.750000 Penalty: 4947.077148
	Iteration 49F: 3 clusters Score -2099018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -207527.718750 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -207527.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -204534.937500 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -204534.9 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -205212.687500 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -205212.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -205400.531250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -205400.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -205515.796875 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -205515.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -205589.531250 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -205589.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -205657.312500 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -205657.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -205716.796875 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -205716.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -205769.125000 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -205769.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -205819.734375 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -205819.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -205869.312500 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -205869.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -205928.796875 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -205928.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -205967.015625 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -205967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205996.531250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -205996.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -206027.859375 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -206027.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -206059.437500 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -206059.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -206082.390625 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -206082.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206098.328125 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -206098.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206108.734375 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -206108.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206118.125000 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -206118.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206125.359375 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -206125.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206137.359375 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -206137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -206143.578125 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -206143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206147.953125 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -206148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206151.328125 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -206151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206151.937500 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -206151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206153.171875 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -206153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -206158.687500 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -206158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206161.937500 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -206161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -206165.703125 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -206165.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206171.796875 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -206171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -206178.375000 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -206178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206184.656250 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -206184.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -206192.531250 Penalty: 3907.188965
	Iteration 32Q: 3 clusters Score -206192.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206203.125000 Penalty: 3907.188965
	Iteration 33Q: 3 clusters Score -206203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -206217.437500 Penalty: 3907.188965
	Iteration 34Q: 3 clusters Score -206217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -206228.984375 Penalty: 3907.188965
	Iteration 35Q: 3 clusters Score -206229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206238.093750 Penalty: 3907.188965
	Iteration 36Q: 3 clusters Score -206238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -206244.218750 Penalty: 3907.188965
	Iteration 37Q: 3 clusters Score -206244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -206248.343750 Penalty: 3907.188965
	Iteration 38Q: 3 clusters Score -206248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -206253.984375 Penalty: 3907.188965
	Iteration 39Q: 3 clusters Score -206254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -206256.656250 Penalty: 3907.188965
	Iteration 40F: 3 clusters Score -206256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -206258.859375 Penalty: 3907.188965
	Iteration 41Q: 3 clusters Score -206258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -206260.109375 Penalty: 3907.188965
	Iteration 42Q: 3 clusters Score -206260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -206261.906250 Penalty: 3907.188965
	Iteration 43Q: 3 clusters Score -206261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -206263.031250 Penalty: 3907.188965
	Iteration 44Q: 3 clusters Score -206263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -206264.031250 Penalty: 3907.188965
	Iteration 45Q: 3 clusters Score -206264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -206264.828125 Penalty: 3907.188965
	Iteration 46Q: 3 clusters Score -206264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -206265.437500 Penalty: 3907.188965
	Iteration 47Q: 3 clusters Score -206265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -206267.265625 Penalty: 3907.188965
	Iteration 48Q: 3 clusters Score -206267.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -206267.265625 Penalty: 3907.188965
	Iteration 49F: 3 clusters Score -206267.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Entering Unmasked Estep 
Score: -1258839.000000 Penalty: 2350.657471
	Iteration 0F: 2 clusters Score -1258839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1249162.750000 Penalty: 4701.314941
	Iteration 0F: 3 clusters Score -1249163 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1252115.500000 Penalty: 4701.314941
	Iteration 1F: 3 clusters Score -1252116 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1252453.250000 Penalty: 4701.314941
	Iteration 2F: 3 clusters Score -1252453 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1252733.000000 Penalty: 4701.314941
	Iteration 3Q: 3 clusters Score -1252733 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1253004.125000 Penalty: 4701.314941
	Iteration 4Q: 3 clusters Score -1253004 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1253344.000000 Penalty: 4701.314941
	Iteration 5Q: 3 clusters Score -1253344 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1253736.875000 Penalty: 4701.314941
	Iteration 6Q: 3 clusters Score -1253737 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1254235.875000 Penalty: 4701.314941
	Iteration 7F: 3 clusters Score -1254236 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1254838.625000 Penalty: 4701.314941
	Iteration 8F: 3 clusters Score -1254839 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1255455.625000 Penalty: 4701.314941
	Iteration 9F: 3 clusters Score -1255456 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1256044.875000 Penalty: 4701.314941
	Iteration 10F: 3 clusters Score -1256045 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1256543.750000 Penalty: 4701.314941
	Iteration 11Q: 3 clusters Score -1256544 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1256891.375000 Penalty: 4701.314941
	Iteration 12Q: 3 clusters Score -1256891 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1257165.250000 Penalty: 4701.314941
	Iteration 13Q: 3 clusters Score -1257165 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1257393.750000 Penalty: 4701.314941
	Iteration 14Q: 3 clusters Score -1257394 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1257553.375000 Penalty: 4701.314941
	Iteration 15Q: 3 clusters Score -1257553 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1257633.250000 Penalty: 4701.314941
	Iteration 16Q: 3 clusters Score -1257633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1257684.500000 Penalty: 4701.314941
	Iteration 17Q: 3 clusters Score -1257684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1257723.875000 Penalty: 4701.314941
	Iteration 18Q: 3 clusters Score -1257724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1257750.125000 Penalty: 4701.314941
	Iteration 19Q: 3 clusters Score -1257750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1257767.250000 Penalty: 4701.314941
	Iteration 20F: 3 clusters Score -1257767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1257782.500000 Penalty: 4701.314941
	Iteration 21Q: 3 clusters Score -1257782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1257799.875000 Penalty: 4701.314941
	Iteration 22Q: 3 clusters Score -1257800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1257815.750000 Penalty: 4701.314941
	Iteration 23Q: 3 clusters Score -1257816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1257821.375000 Penalty: 4701.314941
	Iteration 24Q: 3 clusters Score -1257821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1257821.625000 Penalty: 4701.314941
	Iteration 25Q: 3 clusters Score -1257822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1257825.125000 Penalty: 4701.314941
	Iteration 26Q: 3 clusters Score -1257825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1257828.750000 Penalty: 4701.314941
	Iteration 27Q: 3 clusters Score -1257829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1257830.375000 Penalty: 4701.314941
	Iteration 28Q: 3 clusters Score -1257830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1257838.000000 Penalty: 4701.314941
	Iteration 29Q: 3 clusters Score -1257838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1257837.250000 Penalty: 4701.314941
	Iteration 30Q: 3 clusters Score -1257837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1257836.375000 Penalty: 4701.314941
	Iteration 31Q: 3 clusters Score -1257836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1257837.500000 Penalty: 4701.314941
	Iteration 32Q: 3 clusters Score -1257838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1257838.625000 Penalty: 4701.314941
	Iteration 33Q: 3 clusters Score -1257839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1257837.625000 Penalty: 4701.314941
	Iteration 34Q: 3 clusters Score -1257838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1257837.625000 Penalty: 4701.314941
	Iteration 35F: 3 clusters Score -1257838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Entering Unmasked Estep 
Score: -540931.125000 Penalty: 2151.539795
	Iteration 0F: 2 clusters Score -540931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -535891.187500 Penalty: 4303.079590
	Iteration 0F: 3 clusters Score -535891.2 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -537517.625000 Penalty: 4303.079590
	Iteration 1F: 3 clusters Score -537517.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -538189.250000 Penalty: 4303.079590
	Iteration 2F: 3 clusters Score -538189.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -538638.312500 Penalty: 4303.079590
	Iteration 3F: 3 clusters Score -538638.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -539000.000000 Penalty: 4303.079590
	Iteration 4F: 3 clusters Score -539000 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -539254.687500 Penalty: 4303.079590
	Iteration 5F: 3 clusters Score -539254.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -539467.875000 Penalty: 4303.079590
	Iteration 6Q: 3 clusters Score -539467.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -539607.437500 Penalty: 4303.079590
	Iteration 7Q: 3 clusters Score -539607.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -539701.437500 Penalty: 4303.079590
	Iteration 8Q: 3 clusters Score -539701.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -539768.875000 Penalty: 4303.079590
	Iteration 9Q: 3 clusters Score -539768.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -539818.000000 Penalty: 4303.079590
	Iteration 10Q: 3 clusters Score -539818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -539857.750000 Penalty: 4303.079590
	Iteration 11Q: 3 clusters Score -539857.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -539885.875000 Penalty: 4303.079590
	Iteration 12Q: 3 clusters Score -539885.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -539908.500000 Penalty: 4303.079590
	Iteration 13Q: 3 clusters Score -539908.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -539923.187500 Penalty: 4303.079590
	Iteration 14Q: 3 clusters Score -539923.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -539932.875000 Penalty: 4303.079590
	Iteration 15Q: 3 clusters Score -539932.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -539936.125000 Penalty: 4303.079590
	Iteration 16Q: 3 clusters Score -539936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -539940.562500 Penalty: 4303.079590
	Iteration 17Q: 3 clusters Score -539940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -539942.312500 Penalty: 4303.079590
	Iteration 18Q: 3 clusters Score -539942.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -539945.250000 Penalty: 4303.079590
	Iteration 19Q: 3 clusters Score -539945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -539947.250000 Penalty: 4303.079590
	Iteration 20F: 3 clusters Score -539947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -539953.187500 Penalty: 4303.079590
	Iteration 21Q: 3 clusters Score -539953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -539957.187500 Penalty: 4303.079590
	Iteration 22Q: 3 clusters Score -539957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -539962.937500 Penalty: 4303.079590
	Iteration 23Q: 3 clusters Score -539962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -539966.187500 Penalty: 4303.079590
	Iteration 24Q: 3 clusters Score -539966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -539967.375000 Penalty: 4303.079590
	Iteration 25Q: 3 clusters Score -539967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -539969.812500 Penalty: 4303.079590
	Iteration 26Q: 3 clusters Score -539969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -539970.625000 Penalty: 4303.079590
	Iteration 27Q: 3 clusters Score -539970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -539972.500000 Penalty: 4303.079590
	Iteration 28Q: 3 clusters Score -539972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -539973.562500 Penalty: 4303.079590
	Iteration 29Q: 3 clusters Score -539973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -539974.750000 Penalty: 4303.079590
	Iteration 30Q: 3 clusters Score -539974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -539974.125000 Penalty: 4303.079590
	Iteration 31Q: 3 clusters Score -539974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -539976.812500 Penalty: 4303.079590
	Iteration 32Q: 3 clusters Score -539976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -539976.875000 Penalty: 4303.079590
	Iteration 33Q: 3 clusters Score -539976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -539975.937500 Penalty: 4303.079590
	Iteration 34Q: 3 clusters Score -539975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -539975.937500 Penalty: 4303.079590
	Iteration 35F: 3 clusters Score -539975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Entering Unmasked Estep 
Score: -1030738.062500 Penalty: 2302.630127
	Iteration 0F: 2 clusters Score -1030738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1022519.375000 Penalty: 4605.260254
	Iteration 0F: 3 clusters Score -1022519 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1025083.125000 Penalty: 4605.260254
	Iteration 1F: 3 clusters Score -1025083 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1025404.062500 Penalty: 4605.260254
	Iteration 2F: 3 clusters Score -1025404 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1025618.312500 Penalty: 4605.260254
	Iteration 3Q: 3 clusters Score -1025618 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1025802.562500 Penalty: 4605.260254
	Iteration 4Q: 3 clusters Score -1025803 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1025977.500000 Penalty: 4605.260254
	Iteration 5Q: 3 clusters Score -1025978 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1026133.562500 Penalty: 4605.260254
	Iteration 6Q: 3 clusters Score -1026134 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1026346.062500 Penalty: 4605.260254
	Iteration 7Q: 3 clusters Score -1026346 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1026639.562500 Penalty: 4605.260254
	Iteration 8Q: 3 clusters Score -1026640 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1027026.375000 Penalty: 4605.260254
	Iteration 9Q: 3 clusters Score -1027026 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1027379.250000 Penalty: 4605.260254
	Iteration 10Q: 3 clusters Score -1027379 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1027703.000000 Penalty: 4605.260254
	Iteration 11Q: 3 clusters Score -1027703 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1027985.187500 Penalty: 4605.260254
	Iteration 12Q: 3 clusters Score -1027985 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1028227.812500 Penalty: 4605.260254
	Iteration 13Q: 3 clusters Score -1028228 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1028431.812500 Penalty: 4605.260254
	Iteration 14Q: 3 clusters Score -1028432 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1028601.875000 Penalty: 4605.260254
	Iteration 15Q: 3 clusters Score -1028602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1028766.750000 Penalty: 4605.260254
	Iteration 16Q: 3 clusters Score -1028767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1028885.312500 Penalty: 4605.260254
	Iteration 17Q: 3 clusters Score -1028885 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1028977.062500 Penalty: 4605.260254
	Iteration 18Q: 3 clusters Score -1028977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1029037.437500 Penalty: 4605.260254
	Iteration 19Q: 3 clusters Score -1029037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1029063.437500 Penalty: 4605.260254
	Iteration 20F: 3 clusters Score -1029063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1029090.562500 Penalty: 4605.260254
	Iteration 21Q: 3 clusters Score -1029091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1029117.562500 Penalty: 4605.260254
	Iteration 22Q: 3 clusters Score -1029118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1029142.375000 Penalty: 4605.260254
	Iteration 23Q: 3 clusters Score -1029142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1029156.062500 Penalty: 4605.260254
	Iteration 24Q: 3 clusters Score -1029156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1029163.125000 Penalty: 4605.260254
	Iteration 25Q: 3 clusters Score -1029163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1029172.375000 Penalty: 4605.260254
	Iteration 26Q: 3 clusters Score -1029172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1029179.187500 Penalty: 4605.260254
	Iteration 27Q: 3 clusters Score -1029179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1029186.375000 Penalty: 4605.260254
	Iteration 28Q: 3 clusters Score -1029186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1029192.187500 Penalty: 4605.260254
	Iteration 29Q: 3 clusters Score -1029192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1029194.812500 Penalty: 4605.260254
	Iteration 30Q: 3 clusters Score -1029195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1029196.000000 Penalty: 4605.260254
	Iteration 31Q: 3 clusters Score -1029196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1029200.250000 Penalty: 4605.260254
	Iteration 32Q: 3 clusters Score -1029200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1029208.750000 Penalty: 4605.260254
	Iteration 33Q: 3 clusters Score -1029209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1029214.250000 Penalty: 4605.260254
	Iteration 34Q: 3 clusters Score -1029214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1029216.687500 Penalty: 4605.260254
	Iteration 35Q: 3 clusters Score -1029217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1029219.687500 Penalty: 4605.260254
	Iteration 36Q: 3 clusters Score -1029220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1029227.625000 Penalty: 4605.260254
	Iteration 37Q: 3 clusters Score -1029228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1029231.062500 Penalty: 4605.260254
	Iteration 38Q: 3 clusters Score -1029231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1029234.562500 Penalty: 4605.260254
	Iteration 39Q: 3 clusters Score -1029235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1029234.812500 Penalty: 4605.260254
	Iteration 40F: 3 clusters Score -1029235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1029237.812500 Penalty: 4605.260254
	Iteration 41Q: 3 clusters Score -1029238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1029240.750000 Penalty: 4605.260254
	Iteration 42Q: 3 clusters Score -1029241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1029242.687500 Penalty: 4605.260254
	Iteration 43Q: 3 clusters Score -1029243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1029243.375000 Penalty: 4605.260254
	Iteration 44Q: 3 clusters Score -1029243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1029246.562500 Penalty: 4605.260254
	Iteration 45Q: 3 clusters Score -1029247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1029249.562500 Penalty: 4605.260254
	Iteration 46Q: 3 clusters Score -1029250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1029253.250000 Penalty: 4605.260254
	Iteration 47Q: 3 clusters Score -1029253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1029253.125000 Penalty: 4605.260254
	Iteration 48Q: 3 clusters Score -1029253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1029257.562500 Penalty: 4605.260254
	Iteration 49Q: 3 clusters Score -1029258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1029257.812500 Penalty: 4605.260254
	Iteration 50Q: 3 clusters Score -1029258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1029262.312500 Penalty: 4605.260254
	Iteration 51Q: 3 clusters Score -1029262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1029268.937500 Penalty: 4605.260254
	Iteration 52Q: 3 clusters Score -1029269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1029274.312500 Penalty: 4605.260254
	Iteration 53Q: 3 clusters Score -1029274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1029275.937500 Penalty: 4605.260254
	Iteration 54Q: 3 clusters Score -1029276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1029275.937500 Penalty: 4605.260254
	Iteration 55F: 3 clusters Score -1029276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -730097.000000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -730097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -723991.875000 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -723991.9 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -725673.750000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -725673.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -725974.250000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -725974.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -726208.000000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -726208 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -726415.500000 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -726415.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -726595.750000 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -726595.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -726733.687500 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -726733.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -726872.500000 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -726872.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -726988.687500 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -726988.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -727094.437500 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -727094.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -727196.625000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -727196.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -727289.437500 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -727289.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -727369.250000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -727369.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -727453.562500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -727453.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -727515.875000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -727515.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -727572.750000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -727572.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -727632.687500 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -727632.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -727688.937500 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -727688.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -727746.312500 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -727746.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -727789.750000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -727789.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -727823.875000 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -727823.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -727859.312500 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -727859.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -727897.500000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -727897.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -727937.812500 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -727937.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -727971.187500 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -727971.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -727993.125000 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -727993.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -728015.875000 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -728015.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -728031.875000 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -728031.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -728046.187500 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -728046.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -728055.125000 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -728055.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -728068.375000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -728068.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -728077.937500 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -728077.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -728085.875000 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -728085.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -728096.687500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -728096.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -728105.812500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -728105.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -728115.062500 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -728115.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -728120.500000 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -728120.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -728125.437500 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -728125.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -728131.687500 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -728131.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -728139.562500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -728139.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -728146.000000 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -728146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -728153.375000 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -728153.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -728157.000000 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -728157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -728160.875000 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -728160.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -728161.812500 Penalty: 4426.497559
	Iteration 44Q: 3 clusters Score -728161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -728167.062500 Penalty: 4426.497559
	Iteration 45Q: 3 clusters Score -728167.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -728169.125000 Penalty: 4426.497559
	Iteration 46Q: 3 clusters Score -728169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -728171.125000 Penalty: 4426.497559
	Iteration 47Q: 3 clusters Score -728171.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -728180.000000 Penalty: 4426.497559
	Iteration 48Q: 3 clusters Score -728180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -728185.000000 Penalty: 4426.497559
	Iteration 49Q: 3 clusters Score -728185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -728190.625000 Penalty: 4426.497559
	Iteration 50Q: 3 clusters Score -728190.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -728195.437500 Penalty: 4426.497559
	Iteration 51Q: 3 clusters Score -728195.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -728200.500000 Penalty: 4426.497559
	Iteration 52Q: 3 clusters Score -728200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -728200.937500 Penalty: 4426.497559
	Iteration 53Q: 3 clusters Score -728200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -728202.500000 Penalty: 4426.497559
	Iteration 54Q: 3 clusters Score -728202.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -728203.437500 Penalty: 4426.497559
	Iteration 55Q: 3 clusters Score -728203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -728209.875000 Penalty: 4426.497559
	Iteration 56Q: 3 clusters Score -728209.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -728211.250000 Penalty: 4426.497559
	Iteration 57Q: 3 clusters Score -728211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -728216.062500 Penalty: 4426.497559
	Iteration 58Q: 3 clusters Score -728216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -728218.250000 Penalty: 4426.497559
	Iteration 59Q: 3 clusters Score -728218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -728220.875000 Penalty: 4426.497559
	Iteration 60F: 3 clusters Score -728220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -728223.000000 Penalty: 4426.497559
	Iteration 61Q: 3 clusters Score -728223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -728224.625000 Penalty: 4426.497559
	Iteration 62Q: 3 clusters Score -728224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -728227.562500 Penalty: 4426.497559
	Iteration 63Q: 3 clusters Score -728227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -728231.437500 Penalty: 4426.497559
	Iteration 64Q: 3 clusters Score -728231.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -728235.687500 Penalty: 4426.497559
	Iteration 65Q: 3 clusters Score -728235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -728240.625000 Penalty: 4426.497559
	Iteration 66Q: 3 clusters Score -728240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -728244.312500 Penalty: 4426.497559
	Iteration 67Q: 3 clusters Score -728244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -728247.750000 Penalty: 4426.497559
	Iteration 68Q: 3 clusters Score -728247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -728249.000000 Penalty: 4426.497559
	Iteration 69Q: 3 clusters Score -728249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -728253.562500 Penalty: 4426.497559
	Iteration 70Q: 3 clusters Score -728253.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -728258.750000 Penalty: 4426.497559
	Iteration 71Q: 3 clusters Score -728258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728259.375000 Penalty: 4426.497559
	Iteration 72Q: 3 clusters Score -728259.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -728261.437500 Penalty: 4426.497559
	Iteration 73Q: 3 clusters Score -728261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -728262.437500 Penalty: 4426.497559
	Iteration 74Q: 3 clusters Score -728262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -728264.187500 Penalty: 4426.497559
	Iteration 75Q: 3 clusters Score -728264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -728266.375000 Penalty: 4426.497559
	Iteration 76Q: 3 clusters Score -728266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -728266.937500 Penalty: 4426.497559
	Iteration 77Q: 3 clusters Score -728266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -728268.187500 Penalty: 4426.497559
	Iteration 78Q: 3 clusters Score -728268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -728269.937500 Penalty: 4426.497559
	Iteration 79Q: 3 clusters Score -728269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -728269.250000 Penalty: 4426.497559
	Iteration 80F: 3 clusters Score -728269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -728270.187500 Penalty: 4426.497559
	Iteration 81Q: 3 clusters Score -728270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728271.500000 Penalty: 4426.497559
	Iteration 82Q: 3 clusters Score -728271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -728273.250000 Penalty: 4426.497559
	Iteration 83Q: 3 clusters Score -728273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -728275.375000 Penalty: 4426.497559
	Iteration 84Q: 3 clusters Score -728275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728276.875000 Penalty: 4426.497559
	Iteration 85Q: 3 clusters Score -728276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -728276.875000 Penalty: 4426.497559
	Iteration 86Q: 3 clusters Score -728276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -728277.750000 Penalty: 4426.497559
	Iteration 87Q: 3 clusters Score -728277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728278.687500 Penalty: 4426.497559
	Iteration 88Q: 3 clusters Score -728278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -728277.437500 Penalty: 4426.497559
	Iteration 89Q: 3 clusters Score -728277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -728277.312500 Penalty: 4426.497559
	Iteration 90Q: 3 clusters Score -728277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -728280.000000 Penalty: 4426.497559
	Iteration 91Q: 3 clusters Score -728280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -728281.125000 Penalty: 4426.497559
	Iteration 92Q: 3 clusters Score -728281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728281.750000 Penalty: 4426.497559
	Iteration 93Q: 3 clusters Score -728281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -728282.562500 Penalty: 4426.497559
	Iteration 94Q: 3 clusters Score -728282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -728281.437500 Penalty: 4426.497559
	Iteration 95Q: 3 clusters Score -728281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -728284.375000 Penalty: 4426.497559
	Iteration 96Q: 3 clusters Score -728284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -728283.187500 Penalty: 4426.497559
	Iteration 97Q: 3 clusters Score -728283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728283.062500 Penalty: 4426.497559
	Iteration 98Q: 3 clusters Score -728283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728283.687500 Penalty: 4426.497559
	Iteration 99Q: 3 clusters Score -728283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728282.875000 Penalty: 4426.497559
	Iteration 100F: 3 clusters Score -728282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -728284.062500 Penalty: 4426.497559
	Iteration 101Q: 3 clusters Score -728284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -728284.937500 Penalty: 4426.497559
	Iteration 102Q: 3 clusters Score -728284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -728284.937500 Penalty: 4426.497559
	Iteration 103F: 3 clusters Score -728284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -651320.937500 Penalty: 2199.645752
	Iteration 0F: 2 clusters Score -651320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -645538.937500 Penalty: 4399.291504
	Iteration 0F: 3 clusters Score -645538.9 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -647073.687500 Penalty: 4399.291504
	Iteration 1F: 3 clusters Score -647073.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -647401.375000 Penalty: 4399.291504
	Iteration 2F: 3 clusters Score -647401.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -647698.375000 Penalty: 4399.291504
	Iteration 3F: 3 clusters Score -647698.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -647958.437500 Penalty: 4399.291504
	Iteration 4F: 3 clusters Score -647958.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -648199.062500 Penalty: 4399.291504
	Iteration 5Q: 3 clusters Score -648199.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -648434.750000 Penalty: 4399.291504
	Iteration 6Q: 3 clusters Score -648434.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -648643.250000 Penalty: 4399.291504
	Iteration 7Q: 3 clusters Score -648643.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -648845.750000 Penalty: 4399.291504
	Iteration 8Q: 3 clusters Score -648845.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -649035.500000 Penalty: 4399.291504
	Iteration 9Q: 3 clusters Score -649035.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -649193.875000 Penalty: 4399.291504
	Iteration 10Q: 3 clusters Score -649193.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -649340.437500 Penalty: 4399.291504
	Iteration 11Q: 3 clusters Score -649340.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -649465.000000 Penalty: 4399.291504
	Iteration 12Q: 3 clusters Score -649465 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -649583.750000 Penalty: 4399.291504
	Iteration 13Q: 3 clusters Score -649583.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -649688.125000 Penalty: 4399.291504
	Iteration 14Q: 3 clusters Score -649688.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -649783.625000 Penalty: 4399.291504
	Iteration 15Q: 3 clusters Score -649783.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -649852.312500 Penalty: 4399.291504
	Iteration 16Q: 3 clusters Score -649852.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -649910.125000 Penalty: 4399.291504
	Iteration 17Q: 3 clusters Score -649910.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -649956.187500 Penalty: 4399.291504
	Iteration 18Q: 3 clusters Score -649956.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -649999.375000 Penalty: 4399.291504
	Iteration 19Q: 3 clusters Score -649999.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -650044.500000 Penalty: 4399.291504
	Iteration 20F: 3 clusters Score -650044.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -650074.875000 Penalty: 4399.291504
	Iteration 21Q: 3 clusters Score -650074.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -650100.375000 Penalty: 4399.291504
	Iteration 22Q: 3 clusters Score -650100.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -650125.312500 Penalty: 4399.291504
	Iteration 23Q: 3 clusters Score -650125.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -650153.062500 Penalty: 4399.291504
	Iteration 24Q: 3 clusters Score -650153.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -650181.750000 Penalty: 4399.291504
	Iteration 25Q: 3 clusters Score -650181.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -650201.687500 Penalty: 4399.291504
	Iteration 26Q: 3 clusters Score -650201.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -650219.187500 Penalty: 4399.291504
	Iteration 27Q: 3 clusters Score -650219.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -650232.000000 Penalty: 4399.291504
	Iteration 28Q: 3 clusters Score -650232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -650240.562500 Penalty: 4399.291504
	Iteration 29Q: 3 clusters Score -650240.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -650247.750000 Penalty: 4399.291504
	Iteration 30Q: 3 clusters Score -650247.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -650253.125000 Penalty: 4399.291504
	Iteration 31Q: 3 clusters Score -650253.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -650254.437500 Penalty: 4399.291504
	Iteration 32Q: 3 clusters Score -650254.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -650258.250000 Penalty: 4399.291504
	Iteration 33Q: 3 clusters Score -650258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -650259.562500 Penalty: 4399.291504
	Iteration 34Q: 3 clusters Score -650259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -650261.375000 Penalty: 4399.291504
	Iteration 35Q: 3 clusters Score -650261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -650261.937500 Penalty: 4399.291504
	Iteration 36Q: 3 clusters Score -650261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -650262.562500 Penalty: 4399.291504
	Iteration 37Q: 3 clusters Score -650262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -650265.500000 Penalty: 4399.291504
	Iteration 38Q: 3 clusters Score -650265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -650265.937500 Penalty: 4399.291504
	Iteration 39Q: 3 clusters Score -650265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -650267.000000 Penalty: 4399.291504
	Iteration 40F: 3 clusters Score -650267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -650268.062500 Penalty: 4399.291504
	Iteration 41Q: 3 clusters Score -650268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -650270.062500 Penalty: 4399.291504
	Iteration 42Q: 3 clusters Score -650270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -650272.687500 Penalty: 4399.291504
	Iteration 43Q: 3 clusters Score -650272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -650273.750000 Penalty: 4399.291504
	Iteration 44Q: 3 clusters Score -650273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -650274.812500 Penalty: 4399.291504
	Iteration 45Q: 3 clusters Score -650274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -650275.062500 Penalty: 4399.291504
	Iteration 46Q: 3 clusters Score -650275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -650275.062500 Penalty: 4399.291504
	Iteration 47F: 3 clusters Score -650275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -567449.687500 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -567449.7 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 2832 members 
Entering Unmasked Estep 
Score: -562566.750000 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -562566.8 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -563848.625000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -563848.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -564084.500000 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -564084.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -564231.250000 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -564231.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -564332.625000 Penalty: 4281.446777
	Iteration 4Q: 3 clusters Score -564332.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -564429.125000 Penalty: 4281.446777
	Iteration 5Q: 3 clusters Score -564429.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -564506.187500 Penalty: 4281.446777
	Iteration 6Q: 3 clusters Score -564506.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -564564.625000 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -564564.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -564621.562500 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -564621.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -564676.562500 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -564676.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -564727.562500 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -564727.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -564765.687500 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -564765.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -564794.125000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -564794.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -564817.687500 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -564817.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -564836.875000 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -564836.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -564854.062500 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -564854.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -564864.312500 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -564864.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -564876.437500 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -564876.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -564886.000000 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -564886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -564893.750000 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -564893.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -564900.937500 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -564900.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -564907.312500 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -564907.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -564916.125000 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -564916.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -564923.312500 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -564923.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -564934.250000 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -564934.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -564943.312500 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -564943.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -564948.500000 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -564948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -564952.312500 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -564952.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -564956.812500 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -564956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -564963.562500 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -564963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -564969.062500 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -564969.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -564975.500000 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -564975.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -564980.062500 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -564980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -564985.500000 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -564985.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -564992.125000 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -564992.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -564997.562500 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -564997.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -565002.437500 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -565002.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -565009.187500 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -565009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -565015.375000 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -565015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -565020.812500 Penalty: 4281.446777
	Iteration 39Q: 3 clusters Score -565020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -565022.812500 Penalty: 4281.446777
	Iteration 40F: 3 clusters Score -565022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -565025.500000 Penalty: 4281.446777
	Iteration 41Q: 3 clusters Score -565025.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -565027.375000 Penalty: 4281.446777
	Iteration 42Q: 3 clusters Score -565027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -565028.875000 Penalty: 4281.446777
	Iteration 43Q: 3 clusters Score -565028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -565030.437500 Penalty: 4281.446777
	Iteration 44Q: 3 clusters Score -565030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -565032.187500 Penalty: 4281.446777
	Iteration 45Q: 3 clusters Score -565032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -565034.625000 Penalty: 4281.446777
	Iteration 46Q: 3 clusters Score -565034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -565038.687500 Penalty: 4281.446777
	Iteration 47Q: 3 clusters Score -565038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -565039.937500 Penalty: 4281.446777
	Iteration 48Q: 3 clusters Score -565039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -565041.062500 Penalty: 4281.446777
	Iteration 49Q: 3 clusters Score -565041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -565042.625000 Penalty: 4281.446777
	Iteration 50Q: 3 clusters Score -565042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -565043.625000 Penalty: 4281.446777
	Iteration 51Q: 3 clusters Score -565043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -565044.312500 Penalty: 4281.446777
	Iteration 52Q: 3 clusters Score -565044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -565046.250000 Penalty: 4281.446777
	Iteration 53Q: 3 clusters Score -565046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -565050.250000 Penalty: 4281.446777
	Iteration 54Q: 3 clusters Score -565050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -565053.687500 Penalty: 4281.446777
	Iteration 55Q: 3 clusters Score -565053.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -565056.250000 Penalty: 4281.446777
	Iteration 56Q: 3 clusters Score -565056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -565058.625000 Penalty: 4281.446777
	Iteration 57Q: 3 clusters Score -565058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -565059.812500 Penalty: 4281.446777
	Iteration 58Q: 3 clusters Score -565059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -565062.062500 Penalty: 4281.446777
	Iteration 59Q: 3 clusters Score -565062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -565064.500000 Penalty: 4281.446777
	Iteration 60F: 3 clusters Score -565064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -565064.500000 Penalty: 4281.446777
	Iteration 61Q: 3 clusters Score -565064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -565064.562500 Penalty: 4281.446777
	Iteration 62Q: 3 clusters Score -565064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -565065.062500 Penalty: 4281.446777
	Iteration 63Q: 3 clusters Score -565065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -565066.750000 Penalty: 4281.446777
	Iteration 64Q: 3 clusters Score -565066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -565070.125000 Penalty: 4281.446777
	Iteration 65Q: 3 clusters Score -565070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -565071.000000 Penalty: 4281.446777
	Iteration 66Q: 3 clusters Score -565071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -565075.312500 Penalty: 4281.446777
	Iteration 67Q: 3 clusters Score -565075.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -565081.437500 Penalty: 4281.446777
	Iteration 68Q: 3 clusters Score -565081.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -565087.062500 Penalty: 4281.446777
	Iteration 69Q: 3 clusters Score -565087.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -565090.937500 Penalty: 4281.446777
	Iteration 70Q: 3 clusters Score -565090.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -565098.000000 Penalty: 4281.446777
	Iteration 71Q: 3 clusters Score -565098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -565102.375000 Penalty: 4281.446777
	Iteration 72Q: 3 clusters Score -565102.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -565108.187500 Penalty: 4281.446777
	Iteration 73Q: 3 clusters Score -565108.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -565111.812500 Penalty: 4281.446777
	Iteration 74Q: 3 clusters Score -565111.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -565116.312500 Penalty: 4281.446777
	Iteration 75Q: 3 clusters Score -565116.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -565121.062500 Penalty: 4281.446777
	Iteration 76Q: 3 clusters Score -565121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -565123.562500 Penalty: 4281.446777
	Iteration 77Q: 3 clusters Score -565123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -565126.875000 Penalty: 4281.446777
	Iteration 78Q: 3 clusters Score -565126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -565130.000000 Penalty: 4281.446777
	Iteration 79Q: 3 clusters Score -565130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -565133.625000 Penalty: 4281.446777
	Iteration 80F: 3 clusters Score -565133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -565136.000000 Penalty: 4281.446777
	Iteration 81Q: 3 clusters Score -565136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -565138.562500 Penalty: 4281.446777
	Iteration 82Q: 3 clusters Score -565138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -565140.750000 Penalty: 4281.446777
	Iteration 83Q: 3 clusters Score -565140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -565141.000000 Penalty: 4281.446777
	Iteration 84Q: 3 clusters Score -565141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -565143.750000 Penalty: 4281.446777
	Iteration 85Q: 3 clusters Score -565143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -565144.562500 Penalty: 4281.446777
	Iteration 86Q: 3 clusters Score -565144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -565144.562500 Penalty: 4281.446777
	Iteration 87Q: 3 clusters Score -565144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -565145.812500 Penalty: 4281.446777
	Iteration 88Q: 3 clusters Score -565145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -565146.625000 Penalty: 4281.446777
	Iteration 89Q: 3 clusters Score -565146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -565146.750000 Penalty: 4281.446777
	Iteration 90Q: 3 clusters Score -565146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -565146.750000 Penalty: 4281.446777
	Iteration 91F: 3 clusters Score -565146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Entering Unmasked Estep 
Score: -2423936.000000 Penalty: 2510.540039
	Iteration 0F: 2 clusters Score -2423936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2406792.000000 Penalty: 5021.080078
	Iteration 0F: 3 clusters Score -2406792 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2412718.750000 Penalty: 5021.080078
	Iteration 1F: 3 clusters Score -2412719 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2413159.250000 Penalty: 5021.080078
	Iteration 2Q: 3 clusters Score -2413159 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2413666.500000 Penalty: 5021.080078
	Iteration 3Q: 3 clusters Score -2413666 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2414219.250000 Penalty: 5021.080078
	Iteration 4Q: 3 clusters Score -2414219 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2414840.500000 Penalty: 5021.080078
	Iteration 5Q: 3 clusters Score -2414840 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2415597.750000 Penalty: 5021.080078
	Iteration 6F: 3 clusters Score -2415598 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2416399.500000 Penalty: 5021.080078
	Iteration 7F: 3 clusters Score -2416400 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2417178.250000 Penalty: 5021.080078
	Iteration 8F: 3 clusters Score -2417178 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2417846.000000 Penalty: 5021.080078
	Iteration 9Q: 3 clusters Score -2417846 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2418368.750000 Penalty: 5021.080078
	Iteration 10Q: 3 clusters Score -2418369 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2418751.250000 Penalty: 5021.080078
	Iteration 11Q: 3 clusters Score -2418751 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2419019.750000 Penalty: 5021.080078
	Iteration 12Q: 3 clusters Score -2419020 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2419196.750000 Penalty: 5021.080078
	Iteration 13Q: 3 clusters Score -2419197 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2419338.000000 Penalty: 5021.080078
	Iteration 14Q: 3 clusters Score -2419338 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2419455.250000 Penalty: 5021.080078
	Iteration 15Q: 3 clusters Score -2419455 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2419552.750000 Penalty: 5021.080078
	Iteration 16Q: 3 clusters Score -2419553 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2419640.250000 Penalty: 5021.080078
	Iteration 17Q: 3 clusters Score -2419640 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2419711.500000 Penalty: 5021.080078
	Iteration 18Q: 3 clusters Score -2419712 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2419761.000000 Penalty: 5021.080078
	Iteration 19Q: 3 clusters Score -2419761 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2419831.750000 Penalty: 5021.080078
	Iteration 20F: 3 clusters Score -2419832 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2419896.750000 Penalty: 5021.080078
	Iteration 21Q: 3 clusters Score -2419897 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2419952.500000 Penalty: 5021.080078
	Iteration 22Q: 3 clusters Score -2419952 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2420033.250000 Penalty: 5021.080078
	Iteration 23Q: 3 clusters Score -2420033 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2420098.000000 Penalty: 5021.080078
	Iteration 24Q: 3 clusters Score -2420098 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2420168.250000 Penalty: 5021.080078
	Iteration 25Q: 3 clusters Score -2420168 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2420236.000000 Penalty: 5021.080078
	Iteration 26Q: 3 clusters Score -2420236 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2420328.500000 Penalty: 5021.080078
	Iteration 27Q: 3 clusters Score -2420328 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2420416.500000 Penalty: 5021.080078
	Iteration 28Q: 3 clusters Score -2420416 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2420501.750000 Penalty: 5021.080078
	Iteration 29Q: 3 clusters Score -2420502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2420580.750000 Penalty: 5021.080078
	Iteration 30Q: 3 clusters Score -2420581 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2420651.750000 Penalty: 5021.080078
	Iteration 31Q: 3 clusters Score -2420652 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2420736.250000 Penalty: 5021.080078
	Iteration 32Q: 3 clusters Score -2420736 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2420803.000000 Penalty: 5021.080078
	Iteration 33Q: 3 clusters Score -2420803 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2420874.750000 Penalty: 5021.080078
	Iteration 34Q: 3 clusters Score -2420875 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2420943.250000 Penalty: 5021.080078
	Iteration 35Q: 3 clusters Score -2420943 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2421022.500000 Penalty: 5021.080078
	Iteration 36Q: 3 clusters Score -2421022 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2421128.750000 Penalty: 5021.080078
	Iteration 37Q: 3 clusters Score -2421129 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2421243.750000 Penalty: 5021.080078
	Iteration 38Q: 3 clusters Score -2421244 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2421339.000000 Penalty: 5021.080078
	Iteration 39Q: 3 clusters Score -2421339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2421412.000000 Penalty: 5021.080078
	Iteration 40F: 3 clusters Score -2421412 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2421487.500000 Penalty: 5021.080078
	Iteration 41Q: 3 clusters Score -2421488 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2421555.000000 Penalty: 5021.080078
	Iteration 42Q: 3 clusters Score -2421555 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2421607.250000 Penalty: 5021.080078
	Iteration 43Q: 3 clusters Score -2421607 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2421668.500000 Penalty: 5021.080078
	Iteration 44Q: 3 clusters Score -2421668 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2421734.000000 Penalty: 5021.080078
	Iteration 45Q: 3 clusters Score -2421734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2421785.750000 Penalty: 5021.080078
	Iteration 46Q: 3 clusters Score -2421786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2421828.000000 Penalty: 5021.080078
	Iteration 47Q: 3 clusters Score -2421828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2421852.000000 Penalty: 5021.080078
	Iteration 48Q: 3 clusters Score -2421852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2421890.000000 Penalty: 5021.080078
	Iteration 49Q: 3 clusters Score -2421890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2421922.250000 Penalty: 5021.080078
	Iteration 50Q: 3 clusters Score -2421922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2421952.250000 Penalty: 5021.080078
	Iteration 51Q: 3 clusters Score -2421952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2421980.500000 Penalty: 5021.080078
	Iteration 52Q: 3 clusters Score -2421980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2422000.500000 Penalty: 5021.080078
	Iteration 53Q: 3 clusters Score -2422000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2422013.250000 Penalty: 5021.080078
	Iteration 54Q: 3 clusters Score -2422013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2422025.000000 Penalty: 5021.080078
	Iteration 55Q: 3 clusters Score -2422025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2422039.750000 Penalty: 5021.080078
	Iteration 56Q: 3 clusters Score -2422040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2422051.500000 Penalty: 5021.080078
	Iteration 57Q: 3 clusters Score -2422052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2422064.000000 Penalty: 5021.080078
	Iteration 58Q: 3 clusters Score -2422064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2422071.000000 Penalty: 5021.080078
	Iteration 59Q: 3 clusters Score -2422071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2422082.000000 Penalty: 5021.080078
	Iteration 60F: 3 clusters Score -2422082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2422094.250000 Penalty: 5021.080078
	Iteration 61Q: 3 clusters Score -2422094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2422098.250000 Penalty: 5021.080078
	Iteration 62Q: 3 clusters Score -2422098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2422108.000000 Penalty: 5021.080078
	Iteration 63Q: 3 clusters Score -2422108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2422117.000000 Penalty: 5021.080078
	Iteration 64Q: 3 clusters Score -2422117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2422123.750000 Penalty: 5021.080078
	Iteration 65Q: 3 clusters Score -2422124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2422127.500000 Penalty: 5021.080078
	Iteration 66Q: 3 clusters Score -2422128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2422128.500000 Penalty: 5021.080078
	Iteration 67Q: 3 clusters Score -2422128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2422136.250000 Penalty: 5021.080078
	Iteration 68Q: 3 clusters Score -2422136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2422137.750000 Penalty: 5021.080078
	Iteration 69Q: 3 clusters Score -2422138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2422136.000000 Penalty: 5021.080078
	Iteration 70Q: 3 clusters Score -2422136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2422145.750000 Penalty: 5021.080078
	Iteration 71Q: 3 clusters Score -2422146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2422152.500000 Penalty: 5021.080078
	Iteration 72Q: 3 clusters Score -2422152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2422154.500000 Penalty: 5021.080078
	Iteration 73Q: 3 clusters Score -2422154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2422161.000000 Penalty: 5021.080078
	Iteration 74Q: 3 clusters Score -2422161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2422164.000000 Penalty: 5021.080078
	Iteration 75Q: 3 clusters Score -2422164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2422162.750000 Penalty: 5021.080078
	Iteration 76Q: 3 clusters Score -2422163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2422165.250000 Penalty: 5021.080078
	Iteration 77Q: 3 clusters Score -2422165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2422166.750000 Penalty: 5021.080078
	Iteration 78Q: 3 clusters Score -2422167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2422168.750000 Penalty: 5021.080078
	Iteration 79Q: 3 clusters Score -2422169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2422168.250000 Penalty: 5021.080078
	Iteration 80F: 3 clusters Score -2422168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2422170.250000 Penalty: 5021.080078
	Iteration 81Q: 3 clusters Score -2422170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2422174.750000 Penalty: 5021.080078
	Iteration 82Q: 3 clusters Score -2422175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2422175.500000 Penalty: 5021.080078
	Iteration 83Q: 3 clusters Score -2422176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2422181.000000 Penalty: 5021.080078
	Iteration 84Q: 3 clusters Score -2422181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2422181.500000 Penalty: 5021.080078
	Iteration 85Q: 3 clusters Score -2422182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2422184.000000 Penalty: 5021.080078
	Iteration 86Q: 3 clusters Score -2422184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2422183.500000 Penalty: 5021.080078
	Iteration 87Q: 3 clusters Score -2422184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2422187.750000 Penalty: 5021.080078
	Iteration 88Q: 3 clusters Score -2422188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2422185.500000 Penalty: 5021.080078
	Iteration 89Q: 3 clusters Score -2422186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2422190.750000 Penalty: 5021.080078
	Iteration 90Q: 3 clusters Score -2422191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2422196.000000 Penalty: 5021.080078
	Iteration 91Q: 3 clusters Score -2422196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2422193.750000 Penalty: 5021.080078
	Iteration 92Q: 3 clusters Score -2422194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2422200.500000 Penalty: 5021.080078
	Iteration 93Q: 3 clusters Score -2422200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2422199.250000 Penalty: 5021.080078
	Iteration 94Q: 3 clusters Score -2422199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2422202.000000 Penalty: 5021.080078
	Iteration 95Q: 3 clusters Score -2422202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2422200.000000 Penalty: 5021.080078
	Iteration 96Q: 3 clusters Score -2422200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2422205.250000 Penalty: 5021.080078
	Iteration 97Q: 3 clusters Score -2422205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2422207.250000 Penalty: 5021.080078
	Iteration 98Q: 3 clusters Score -2422207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2422207.750000 Penalty: 5021.080078
	Iteration 99Q: 3 clusters Score -2422208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2422207.500000 Penalty: 5021.080078
	Iteration 100F: 3 clusters Score -2422208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2422209.000000 Penalty: 5021.080078
	Iteration 101Q: 3 clusters Score -2422209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2422210.000000 Penalty: 5021.080078
	Iteration 102Q: 3 clusters Score -2422210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2422213.500000 Penalty: 5021.080078
	Iteration 103Q: 3 clusters Score -2422214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2422223.750000 Penalty: 5021.080078
	Iteration 104Q: 3 clusters Score -2422224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2422226.250000 Penalty: 5021.080078
	Iteration 105Q: 3 clusters Score -2422226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2422225.500000 Penalty: 5021.080078
	Iteration 106Q: 3 clusters Score -2422226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2422231.750000 Penalty: 5021.080078
	Iteration 107Q: 3 clusters Score -2422232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2422231.500000 Penalty: 5021.080078
	Iteration 108Q: 3 clusters Score -2422232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2422235.000000 Penalty: 5021.080078
	Iteration 109Q: 3 clusters Score -2422235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2422240.500000 Penalty: 5021.080078
	Iteration 110Q: 3 clusters Score -2422240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2422241.750000 Penalty: 5021.080078
	Iteration 111Q: 3 clusters Score -2422242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2422249.750000 Penalty: 5021.080078
	Iteration 112Q: 3 clusters Score -2422250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2422250.000000 Penalty: 5021.080078
	Iteration 113Q: 3 clusters Score -2422250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2422250.500000 Penalty: 5021.080078
	Iteration 114Q: 3 clusters Score -2422250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2422247.750000 Penalty: 5021.080078
	Iteration 115Q: 3 clusters Score -2422248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2422249.000000 Penalty: 5021.080078
	Iteration 116Q: 3 clusters Score -2422249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2422250.250000 Penalty: 5021.080078
	Iteration 117Q: 3 clusters Score -2422250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2422250.250000 Penalty: 5021.080078
	Iteration 118F: 3 clusters Score -2422250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -474349.406250 Penalty: 2117.466553
	Iteration 0F: 2 clusters Score -474349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -469795.031250 Penalty: 4234.933105
	Iteration 0F: 3 clusters Score -469795 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -470890.750000 Penalty: 4234.933105
	Iteration 1F: 3 clusters Score -470890.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -471217.750000 Penalty: 4234.933105
	Iteration 2F: 3 clusters Score -471217.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -471545.843750 Penalty: 4234.933105
	Iteration 3F: 3 clusters Score -471545.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -471978.062500 Penalty: 4234.933105
	Iteration 4F: 3 clusters Score -471978.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -472364.937500 Penalty: 4234.933105
	Iteration 5F: 3 clusters Score -472364.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -472694.218750 Penalty: 4234.933105
	Iteration 6F: 3 clusters Score -472694.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -472873.781250 Penalty: 4234.933105
	Iteration 7F: 3 clusters Score -472873.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -472975.125000 Penalty: 4234.933105
	Iteration 8Q: 3 clusters Score -472975.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -473036.843750 Penalty: 4234.933105
	Iteration 9Q: 3 clusters Score -473036.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -473076.375000 Penalty: 4234.933105
	Iteration 10Q: 3 clusters Score -473076.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -473097.812500 Penalty: 4234.933105
	Iteration 11Q: 3 clusters Score -473097.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -473114.250000 Penalty: 4234.933105
	Iteration 12Q: 3 clusters Score -473114.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -473125.843750 Penalty: 4234.933105
	Iteration 13Q: 3 clusters Score -473125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -473133.687500 Penalty: 4234.933105
	Iteration 14Q: 3 clusters Score -473133.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -473139.062500 Penalty: 4234.933105
	Iteration 15Q: 3 clusters Score -473139.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -473145.593750 Penalty: 4234.933105
	Iteration 16Q: 3 clusters Score -473145.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -473151.468750 Penalty: 4234.933105
	Iteration 17Q: 3 clusters Score -473151.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -473157.875000 Penalty: 4234.933105
	Iteration 18Q: 3 clusters Score -473157.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -473162.281250 Penalty: 4234.933105
	Iteration 19Q: 3 clusters Score -473162.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -473165.656250 Penalty: 4234.933105
	Iteration 20F: 3 clusters Score -473165.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -473168.500000 Penalty: 4234.933105
	Iteration 21Q: 3 clusters Score -473168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -473169.906250 Penalty: 4234.933105
	Iteration 22Q: 3 clusters Score -473169.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -473172.468750 Penalty: 4234.933105
	Iteration 23Q: 3 clusters Score -473172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -473174.968750 Penalty: 4234.933105
	Iteration 24Q: 3 clusters Score -473175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -473175.468750 Penalty: 4234.933105
	Iteration 25Q: 3 clusters Score -473175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -473177.062500 Penalty: 4234.933105
	Iteration 26Q: 3 clusters Score -473177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -473178.375000 Penalty: 4234.933105
	Iteration 27Q: 3 clusters Score -473178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -473178.375000 Penalty: 4234.933105
	Iteration 28F: 3 clusters Score -473178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -328326.031250 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -328326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -324895.031250 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -324895 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -325607.250000 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -325607.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -325777.875000 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -325777.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -325875.187500 Penalty: 4009.024658
	Iteration 3Q: 3 clusters Score -325875.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -325931.625000 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -325931.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -325970.000000 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -325970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -325998.531250 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -325998.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -326016.968750 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -326017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -326033.312500 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -326033.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -326043.093750 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -326043.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -326048.375000 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -326048.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -326053.250000 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -326053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326055.750000 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -326055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326056.781250 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -326056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -326059.218750 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -326059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -326061.500000 Penalty: 4009.024658
	Iteration 15Q: 3 clusters Score -326061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326062.062500 Penalty: 4009.024658
	Iteration 16Q: 3 clusters Score -326062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -326063.093750 Penalty: 4009.024658
	Iteration 17Q: 3 clusters Score -326063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326064.656250 Penalty: 4009.024658
	Iteration 18Q: 3 clusters Score -326064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -326066.562500 Penalty: 4009.024658
	Iteration 19Q: 3 clusters Score -326066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -326067.687500 Penalty: 4009.024658
	Iteration 20F: 3 clusters Score -326067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -326067.968750 Penalty: 4009.024658
	Iteration 21Q: 3 clusters Score -326068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -326069.187500 Penalty: 4009.024658
	Iteration 22Q: 3 clusters Score -326069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326069.656250 Penalty: 4009.024658
	Iteration 23Q: 3 clusters Score -326069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326071.250000 Penalty: 4009.024658
	Iteration 24Q: 3 clusters Score -326071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326072.156250 Penalty: 4009.024658
	Iteration 25Q: 3 clusters Score -326072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326073.031250 Penalty: 4009.024658
	Iteration 26Q: 3 clusters Score -326073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326073.375000 Penalty: 4009.024658
	Iteration 27Q: 3 clusters Score -326073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326073.718750 Penalty: 4009.024658
	Iteration 28Q: 3 clusters Score -326073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326073.718750 Penalty: 4009.024658
	Iteration 29F: 3 clusters Score -326073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Entering Unmasked Estep 
Score: -2872757.500000 Penalty: 2545.409180
	Iteration 0F: 2 clusters Score -2872758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2853158.000000 Penalty: 5090.818359
	Iteration 0F: 3 clusters Score -2853158 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2860104.000000 Penalty: 5090.818359
	Iteration 1F: 3 clusters Score -2860104 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2860652.250000 Penalty: 5090.818359
	Iteration 2F: 3 clusters Score -2860652 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2861157.500000 Penalty: 5090.818359
	Iteration 3Q: 3 clusters Score -2861158 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2861675.750000 Penalty: 5090.818359
	Iteration 4Q: 3 clusters Score -2861676 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2862301.500000 Penalty: 5090.818359
	Iteration 5Q: 3 clusters Score -2862302 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2862984.250000 Penalty: 5090.818359
	Iteration 6Q: 3 clusters Score -2862984 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2863751.250000 Penalty: 5090.818359
	Iteration 7Q: 3 clusters Score -2863751 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2864534.000000 Penalty: 5090.818359
	Iteration 8Q: 3 clusters Score -2864534 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2865453.500000 Penalty: 5090.818359
	Iteration 9Q: 3 clusters Score -2865454 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2866370.750000 Penalty: 5090.818359
	Iteration 10Q: 3 clusters Score -2866371 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2867276.250000 Penalty: 5090.818359
	Iteration 11Q: 3 clusters Score -2867276 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2868155.500000 Penalty: 5090.818359
	Iteration 12Q: 3 clusters Score -2868156 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2868866.750000 Penalty: 5090.818359
	Iteration 13Q: 3 clusters Score -2868867 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -2869433.750000 Penalty: 5090.818359
	Iteration 14Q: 3 clusters Score -2869434 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2869861.750000 Penalty: 5090.818359
	Iteration 15Q: 3 clusters Score -2869862 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -2870163.250000 Penalty: 5090.818359
	Iteration 16Q: 3 clusters Score -2870163 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2870341.750000 Penalty: 5090.818359
	Iteration 17Q: 3 clusters Score -2870342 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2870492.500000 Penalty: 5090.818359
	Iteration 18Q: 3 clusters Score -2870492 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2870633.750000 Penalty: 5090.818359
	Iteration 19Q: 3 clusters Score -2870634 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -2870738.750000 Penalty: 5090.818359
	Iteration 20F: 3 clusters Score -2870739 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -2870838.750000 Penalty: 5090.818359
	Iteration 21Q: 3 clusters Score -2870839 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2870914.500000 Penalty: 5090.818359
	Iteration 22Q: 3 clusters Score -2870914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2871001.000000 Penalty: 5090.818359
	Iteration 23Q: 3 clusters Score -2871001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -2871052.500000 Penalty: 5090.818359
	Iteration 24Q: 3 clusters Score -2871052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -2871104.750000 Penalty: 5090.818359
	Iteration 25Q: 3 clusters Score -2871105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2871146.500000 Penalty: 5090.818359
	Iteration 26Q: 3 clusters Score -2871146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2871174.000000 Penalty: 5090.818359
	Iteration 27Q: 3 clusters Score -2871174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2871195.000000 Penalty: 5090.818359
	Iteration 28Q: 3 clusters Score -2871195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -2871215.250000 Penalty: 5090.818359
	Iteration 29Q: 3 clusters Score -2871215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2871234.500000 Penalty: 5090.818359
	Iteration 30Q: 3 clusters Score -2871234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -2871247.750000 Penalty: 5090.818359
	Iteration 31Q: 3 clusters Score -2871248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2871259.750000 Penalty: 5090.818359
	Iteration 32Q: 3 clusters Score -2871260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -2871260.750000 Penalty: 5090.818359
	Iteration 33Q: 3 clusters Score -2871261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2871270.750000 Penalty: 5090.818359
	Iteration 34Q: 3 clusters Score -2871271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2871271.000000 Penalty: 5090.818359
	Iteration 35Q: 3 clusters Score -2871271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2871273.750000 Penalty: 5090.818359
	Iteration 36Q: 3 clusters Score -2871274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -2871285.000000 Penalty: 5090.818359
	Iteration 37Q: 3 clusters Score -2871285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2871296.000000 Penalty: 5090.818359
	Iteration 38Q: 3 clusters Score -2871296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2871297.750000 Penalty: 5090.818359
	Iteration 39Q: 3 clusters Score -2871298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -2871305.250000 Penalty: 5090.818359
	Iteration 40F: 3 clusters Score -2871305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -2871312.750000 Penalty: 5090.818359
	Iteration 41Q: 3 clusters Score -2871313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -2871316.000000 Penalty: 5090.818359
	Iteration 42Q: 3 clusters Score -2871316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -2871325.250000 Penalty: 5090.818359
	Iteration 43Q: 3 clusters Score -2871325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2871327.250000 Penalty: 5090.818359
	Iteration 44Q: 3 clusters Score -2871327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2871338.000000 Penalty: 5090.818359
	Iteration 45Q: 3 clusters Score -2871338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2871341.750000 Penalty: 5090.818359
	Iteration 46Q: 3 clusters Score -2871342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -2871340.250000 Penalty: 5090.818359
	Iteration 47Q: 3 clusters Score -2871340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2871338.000000 Penalty: 5090.818359
	Iteration 48Q: 3 clusters Score -2871338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2871344.250000 Penalty: 5090.818359
	Iteration 49Q: 3 clusters Score -2871344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2871350.750000 Penalty: 5090.818359
	Iteration 50Q: 3 clusters Score -2871351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2871356.750000 Penalty: 5090.818359
	Iteration 51Q: 3 clusters Score -2871357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2871355.000000 Penalty: 5090.818359
	Iteration 52Q: 3 clusters Score -2871355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2871360.750000 Penalty: 5090.818359
	Iteration 53Q: 3 clusters Score -2871361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -2871366.750000 Penalty: 5090.818359
	Iteration 54Q: 3 clusters Score -2871367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2871374.500000 Penalty: 5090.818359
	Iteration 55Q: 3 clusters Score -2871374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2871369.500000 Penalty: 5090.818359
	Iteration 56Q: 3 clusters Score -2871370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2871372.250000 Penalty: 5090.818359
	Iteration 57Q: 3 clusters Score -2871372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2871379.750000 Penalty: 5090.818359
	Iteration 58Q: 3 clusters Score -2871380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2871373.750000 Penalty: 5090.818359
	Iteration 59Q: 3 clusters Score -2871374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -2871374.500000 Penalty: 5090.818359
	Iteration 60F: 3 clusters Score -2871374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2871377.500000 Penalty: 5090.818359
	Iteration 61Q: 3 clusters Score -2871378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -2871383.750000 Penalty: 5090.818359
	Iteration 62Q: 3 clusters Score -2871384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2871387.250000 Penalty: 5090.818359
	Iteration 63Q: 3 clusters Score -2871387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2871392.250000 Penalty: 5090.818359
	Iteration 64Q: 3 clusters Score -2871392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -2871391.000000 Penalty: 5090.818359
	Iteration 65Q: 3 clusters Score -2871391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -2871390.750000 Penalty: 5090.818359
	Iteration 66Q: 3 clusters Score -2871391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -2871395.000000 Penalty: 5090.818359
	Iteration 67Q: 3 clusters Score -2871395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2871396.250000 Penalty: 5090.818359
	Iteration 68Q: 3 clusters Score -2871396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2871396.750000 Penalty: 5090.818359
	Iteration 69Q: 3 clusters Score -2871397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2871396.000000 Penalty: 5090.818359
	Iteration 70Q: 3 clusters Score -2871396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2871396.000000 Penalty: 5090.818359
	Iteration 71Q: 3 clusters Score -2871396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2871396.000000 Penalty: 5090.818359
	Iteration 72F: 3 clusters Score -2871396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Entering Unmasked Estep 
Score: -3362312.000000 Penalty: 2584.585449
	Iteration 0F: 2 clusters Score -3362312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3339345.250000 Penalty: 5169.170898
	Iteration 0F: 3 clusters Score -3339345 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3347617.250000 Penalty: 5169.170898
	Iteration 1F: 3 clusters Score -3347617 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3348198.500000 Penalty: 5169.170898
	Iteration 2Q: 3 clusters Score -3348198 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3348867.750000 Penalty: 5169.170898
	Iteration 3Q: 3 clusters Score -3348868 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3349689.250000 Penalty: 5169.170898
	Iteration 4Q: 3 clusters Score -3349689 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3350857.000000 Penalty: 5169.170898
	Iteration 5F: 3 clusters Score -3350857 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3352553.500000 Penalty: 5169.170898
	Iteration 6F: 3 clusters Score -3352554 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3354766.000000 Penalty: 5169.170898
	Iteration 7F: 3 clusters Score -3354766 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3357053.000000 Penalty: 5169.170898
	Iteration 8F: 3 clusters Score -3357053 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3358591.250000 Penalty: 5169.170898
	Iteration 9Q: 3 clusters Score -3358591 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3359352.250000 Penalty: 5169.170898
	Iteration 10Q: 3 clusters Score -3359352 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3359705.250000 Penalty: 5169.170898
	Iteration 11Q: 3 clusters Score -3359705 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3359851.000000 Penalty: 5169.170898
	Iteration 12Q: 3 clusters Score -3359851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3359933.000000 Penalty: 5169.170898
	Iteration 13Q: 3 clusters Score -3359933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -3359982.750000 Penalty: 5169.170898
	Iteration 14Q: 3 clusters Score -3359983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3360003.750000 Penalty: 5169.170898
	Iteration 15Q: 3 clusters Score -3360004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -3360029.750000 Penalty: 5169.170898
	Iteration 16Q: 3 clusters Score -3360030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3360046.750000 Penalty: 5169.170898
	Iteration 17Q: 3 clusters Score -3360047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3360054.500000 Penalty: 5169.170898
	Iteration 18Q: 3 clusters Score -3360054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -3360066.500000 Penalty: 5169.170898
	Iteration 19Q: 3 clusters Score -3360066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -3360070.750000 Penalty: 5169.170898
	Iteration 20F: 3 clusters Score -3360071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3360069.000000 Penalty: 5169.170898
	Iteration 21Q: 3 clusters Score -3360069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3360070.250000 Penalty: 5169.170898
	Iteration 22Q: 3 clusters Score -3360070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3360070.250000 Penalty: 5169.170898
	Iteration 23F: 3 clusters Score -3360070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -113121.109375 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -113121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -110960.703125 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -110960.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111414.890625 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -111414.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -111578.328125 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -111578.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -111721.984375 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -111722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -111833.640625 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -111833.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -111904.265625 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -111904.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -111964.078125 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -111964.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112013.421875 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -112013.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112081.859375 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -112081.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -112139.218750 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -112139.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112178.031250 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -112178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112209.164062 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -112209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112222.820312 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -112222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112233.000000 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -112233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -112242.203125 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -112242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112246.156250 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -112246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -112255.562500 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -112255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -112261.953125 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -112262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112269.515625 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -112269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -112274.031250 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -112274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112277.210938 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -112277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112278.109375 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -112278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112278.109375 Penalty: 3552.549072
	Iteration 22F: 3 clusters Score -112278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -336161.906250 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -336161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332435.125000 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -332435.1 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -333280.593750 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -333280.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -333534.281250 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -333534.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -333697.531250 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -333697.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -333838.093750 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -333838.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -333968.406250 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -333968.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -334126.062500 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -334126.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -334284.093750 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -334284.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -334421.937500 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -334421.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -334519.125000 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -334519.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -334590.656250 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -334590.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -334642.843750 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -334642.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -334680.718750 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -334680.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -334705.531250 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -334705.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -334724.906250 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -334724.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -334737.687500 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -334737.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -334745.968750 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -334746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -334753.968750 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -334754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -334758.968750 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -334759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -334763.156250 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -334763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -334768.312500 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -334768.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -334773.687500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -334773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -334777.781250 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -334777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -334779.750000 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -334779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -334780.781250 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -334780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -334781.437500 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -334781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -334781.406250 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -334781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -334781.406250 Penalty: 4076.384521
	Iteration 27F: 3 clusters Score -334781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -166308.015625 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -166308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163850.593750 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -163850.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -164268.453125 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -164268.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -164373.203125 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -164373.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -164439.968750 Penalty: 3712.803955
	Iteration 3Q: 3 clusters Score -164440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164476.375000 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -164476.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -164503.687500 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -164503.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -164520.640625 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -164520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -164532.562500 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -164532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164541.734375 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -164541.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164551.296875 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -164551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -164560.000000 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -164560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -164565.187500 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -164565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -164567.453125 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -164567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164568.656250 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -164568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -164569.515625 Penalty: 3712.803955
	Iteration 14Q: 3 clusters Score -164569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -164570.015625 Penalty: 3712.803955
	Iteration 15Q: 3 clusters Score -164570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -164570.015625 Penalty: 3712.803955
	Iteration 16F: 3 clusters Score -164570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -406727.750000 Penalty: 2077.555908
	Iteration 0F: 2 clusters Score -406727.8 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 2216 members 
Entering Unmasked Estep 
Score: -402717.843750 Penalty: 4155.111816
	Iteration 0F: 3 clusters Score -402717.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -403959.375000 Penalty: 4155.111816
	Iteration 1F: 3 clusters Score -403959.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -404317.093750 Penalty: 4155.111816
	Iteration 2F: 3 clusters Score -404317.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404555.562500 Penalty: 4155.111816
	Iteration 3F: 3 clusters Score -404555.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -404724.718750 Penalty: 4155.111816
	Iteration 4F: 3 clusters Score -404724.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -404831.562500 Penalty: 4155.111816
	Iteration 5Q: 3 clusters Score -404831.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -404892.906250 Penalty: 4155.111816
	Iteration 6Q: 3 clusters Score -404892.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -404950.531250 Penalty: 4155.111816
	Iteration 7Q: 3 clusters Score -404950.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -404995.218750 Penalty: 4155.111816
	Iteration 8Q: 3 clusters Score -404995.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -405031.656250 Penalty: 4155.111816
	Iteration 9Q: 3 clusters Score -405031.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -405072.531250 Penalty: 4155.111816
	Iteration 10Q: 3 clusters Score -405072.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -405107.437500 Penalty: 4155.111816
	Iteration 11Q: 3 clusters Score -405107.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -405147.093750 Penalty: 4155.111816
	Iteration 12Q: 3 clusters Score -405147.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -405170.468750 Penalty: 4155.111816
	Iteration 13Q: 3 clusters Score -405170.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -405186.312500 Penalty: 4155.111816
	Iteration 14Q: 3 clusters Score -405186.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -405203.000000 Penalty: 4155.111816
	Iteration 15Q: 3 clusters Score -405203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -405215.562500 Penalty: 4155.111816
	Iteration 16Q: 3 clusters Score -405215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -405223.937500 Penalty: 4155.111816
	Iteration 17Q: 3 clusters Score -405223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405229.406250 Penalty: 4155.111816
	Iteration 18Q: 3 clusters Score -405229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -405232.437500 Penalty: 4155.111816
	Iteration 19Q: 3 clusters Score -405232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -405235.781250 Penalty: 4155.111816
	Iteration 20F: 3 clusters Score -405235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -405238.062500 Penalty: 4155.111816
	Iteration 21Q: 3 clusters Score -405238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -405239.687500 Penalty: 4155.111816
	Iteration 22Q: 3 clusters Score -405239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -405241.250000 Penalty: 4155.111816
	Iteration 23Q: 3 clusters Score -405241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -405244.125000 Penalty: 4155.111816
	Iteration 24Q: 3 clusters Score -405244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -405245.406250 Penalty: 4155.111816
	Iteration 25Q: 3 clusters Score -405245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -405245.656250 Penalty: 4155.111816
	Iteration 26Q: 3 clusters Score -405245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -405245.656250 Penalty: 4155.111816
	Iteration 27F: 3 clusters Score -405245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -182655.468750 Penalty: 1859.857056
	Iteration 0F: 2 clusters Score -182655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -180178.859375 Penalty: 3719.714111
	Iteration 0F: 3 clusters Score -180178.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180555.781250 Penalty: 3719.714111
	Iteration 1F: 3 clusters Score -180555.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -180684.296875 Penalty: 3719.714111
	Iteration 2F: 3 clusters Score -180684.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180762.125000 Penalty: 3719.714111
	Iteration 3Q: 3 clusters Score -180762.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180810.125000 Penalty: 3719.714111
	Iteration 4Q: 3 clusters Score -180810.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180836.000000 Penalty: 3719.714111
	Iteration 5Q: 3 clusters Score -180836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180850.031250 Penalty: 3719.714111
	Iteration 6Q: 3 clusters Score -180850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -180857.562500 Penalty: 3719.714111
	Iteration 7Q: 3 clusters Score -180857.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180864.671875 Penalty: 3719.714111
	Iteration 8Q: 3 clusters Score -180864.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180872.750000 Penalty: 3719.714111
	Iteration 9Q: 3 clusters Score -180872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180882.468750 Penalty: 3719.714111
	Iteration 10Q: 3 clusters Score -180882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180887.906250 Penalty: 3719.714111
	Iteration 11Q: 3 clusters Score -180887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -180890.062500 Penalty: 3719.714111
	Iteration 12Q: 3 clusters Score -180890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180892.656250 Penalty: 3719.714111
	Iteration 13Q: 3 clusters Score -180892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180897.015625 Penalty: 3719.714111
	Iteration 14Q: 3 clusters Score -180897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180900.390625 Penalty: 3719.714111
	Iteration 15Q: 3 clusters Score -180900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180902.046875 Penalty: 3719.714111
	Iteration 16Q: 3 clusters Score -180902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -180903.953125 Penalty: 3719.714111
	Iteration 17Q: 3 clusters Score -180904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180906.234375 Penalty: 3719.714111
	Iteration 18Q: 3 clusters Score -180906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180910.015625 Penalty: 3719.714111
	Iteration 19Q: 3 clusters Score -180910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180912.812500 Penalty: 3719.714111
	Iteration 20F: 3 clusters Score -180912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -180914.921875 Penalty: 3719.714111
	Iteration 21Q: 3 clusters Score -180914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -180917.984375 Penalty: 3719.714111
	Iteration 22Q: 3 clusters Score -180918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180921.593750 Penalty: 3719.714111
	Iteration 23Q: 3 clusters Score -180921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180922.515625 Penalty: 3719.714111
	Iteration 24Q: 3 clusters Score -180922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180923.921875 Penalty: 3719.714111
	Iteration 25Q: 3 clusters Score -180923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180924.609375 Penalty: 3719.714111
	Iteration 26Q: 3 clusters Score -180924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180924.609375 Penalty: 3719.714111
	Iteration 27F: 3 clusters Score -180924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -1362168.625000 Penalty: 2382.811035
	Iteration 0F: 2 clusters Score -1362169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1351397.750000 Penalty: 4765.622070
	Iteration 0F: 3 clusters Score -1351398 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1355231.125000 Penalty: 4765.622070
	Iteration 1F: 3 clusters Score -1355231 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1356083.250000 Penalty: 4765.622070
	Iteration 2F: 3 clusters Score -1356083 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1356765.250000 Penalty: 4765.622070
	Iteration 3F: 3 clusters Score -1356765 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1357371.625000 Penalty: 4765.622070
	Iteration 4F: 3 clusters Score -1357372 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1357947.125000 Penalty: 4765.622070
	Iteration 5F: 3 clusters Score -1357947 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1358528.000000 Penalty: 4765.622070
	Iteration 6F: 3 clusters Score -1358528 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1359067.875000 Penalty: 4765.622070
	Iteration 7Q: 3 clusters Score -1359068 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1359609.625000 Penalty: 4765.622070
	Iteration 8Q: 3 clusters Score -1359610 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1360107.250000 Penalty: 4765.622070
	Iteration 9Q: 3 clusters Score -1360107 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1360548.500000 Penalty: 4765.622070
	Iteration 10Q: 3 clusters Score -1360548 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1360852.375000 Penalty: 4765.622070
	Iteration 11Q: 3 clusters Score -1360852 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1361037.375000 Penalty: 4765.622070
	Iteration 12Q: 3 clusters Score -1361037 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1361141.875000 Penalty: 4765.622070
	Iteration 13Q: 3 clusters Score -1361142 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1361195.750000 Penalty: 4765.622070
	Iteration 14Q: 3 clusters Score -1361196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1361241.125000 Penalty: 4765.622070
	Iteration 15Q: 3 clusters Score -1361241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1361279.750000 Penalty: 4765.622070
	Iteration 16Q: 3 clusters Score -1361280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1361315.125000 Penalty: 4765.622070
	Iteration 17Q: 3 clusters Score -1361315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1361343.750000 Penalty: 4765.622070
	Iteration 18Q: 3 clusters Score -1361344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1361371.625000 Penalty: 4765.622070
	Iteration 19Q: 3 clusters Score -1361372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1361385.000000 Penalty: 4765.622070
	Iteration 20F: 3 clusters Score -1361385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1361401.375000 Penalty: 4765.622070
	Iteration 21Q: 3 clusters Score -1361401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1361424.125000 Penalty: 4765.622070
	Iteration 22Q: 3 clusters Score -1361424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1361425.250000 Penalty: 4765.622070
	Iteration 23Q: 3 clusters Score -1361425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1361433.500000 Penalty: 4765.622070
	Iteration 24Q: 3 clusters Score -1361434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1361440.750000 Penalty: 4765.622070
	Iteration 25Q: 3 clusters Score -1361441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1361447.125000 Penalty: 4765.622070
	Iteration 26Q: 3 clusters Score -1361447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1361449.500000 Penalty: 4765.622070
	Iteration 27Q: 3 clusters Score -1361450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1361448.125000 Penalty: 4765.622070
	Iteration 28Q: 3 clusters Score -1361448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1361451.125000 Penalty: 4765.622070
	Iteration 29Q: 3 clusters Score -1361451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1361459.125000 Penalty: 4765.622070
	Iteration 30Q: 3 clusters Score -1361459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1361466.250000 Penalty: 4765.622070
	Iteration 31Q: 3 clusters Score -1361466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1361468.875000 Penalty: 4765.622070
	Iteration 32Q: 3 clusters Score -1361469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1361475.000000 Penalty: 4765.622070
	Iteration 33Q: 3 clusters Score -1361475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1361489.000000 Penalty: 4765.622070
	Iteration 34Q: 3 clusters Score -1361489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1361491.125000 Penalty: 4765.622070
	Iteration 35Q: 3 clusters Score -1361491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1361488.750000 Penalty: 4765.622070
	Iteration 36Q: 3 clusters Score -1361489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1361494.250000 Penalty: 4765.622070
	Iteration 37Q: 3 clusters Score -1361494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1361498.000000 Penalty: 4765.622070
	Iteration 38Q: 3 clusters Score -1361498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1361499.875000 Penalty: 4765.622070
	Iteration 39Q: 3 clusters Score -1361500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1361497.875000 Penalty: 4765.622070
	Iteration 40F: 3 clusters Score -1361498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1361497.250000 Penalty: 4765.622070
	Iteration 41Q: 3 clusters Score -1361497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1361496.500000 Penalty: 4765.622070
	Iteration 42Q: 3 clusters Score -1361496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1361496.750000 Penalty: 4765.622070
	Iteration 43Q: 3 clusters Score -1361497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1361496.750000 Penalty: 4765.622070
	Iteration 44F: 3 clusters Score -1361497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -181368.718750 Penalty: 1918.062134
	Iteration 0F: 2 clusters Score -181368.7 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 1173 members 
Entering Unmasked Estep 
Score: -178627.218750 Penalty: 3836.124268
	Iteration 0F: 3 clusters Score -178627.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -179523.578125 Penalty: 3836.124268
	Iteration 1F: 3 clusters Score -179523.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -180154.437500 Penalty: 3836.124268
	Iteration 2F: 3 clusters Score -180154.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -180700.234375 Penalty: 3836.124268
	Iteration 3F: 3 clusters Score -180700.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -181070.156250 Penalty: 3836.124268
	Iteration 4F: 3 clusters Score -181070.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -181246.109375 Penalty: 3836.124268
	Iteration 5Q: 3 clusters Score -181246.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -181372.765625 Penalty: 3836.124268
	Iteration 6Q: 3 clusters Score -181372.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -181478.218750 Penalty: 3836.124268
	Iteration 7Q: 3 clusters Score -181478.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -181562.078125 Penalty: 3836.124268
	Iteration 8Q: 3 clusters Score -181562.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -181636.156250 Penalty: 3836.124268
	Iteration 9Q: 3 clusters Score -181636.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -181717.921875 Penalty: 3836.124268
	Iteration 10Q: 3 clusters Score -181717.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -181803.609375 Penalty: 3836.124268
	Iteration 11Q: 3 clusters Score -181803.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -181836.812500 Penalty: 3836.124268
	Iteration 12Q: 3 clusters Score -181836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -181875.437500 Penalty: 3836.124268
	Iteration 13Q: 3 clusters Score -181875.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -181894.656250 Penalty: 3836.124268
	Iteration 14Q: 3 clusters Score -181894.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -181911.484375 Penalty: 3836.124268
	Iteration 15Q: 3 clusters Score -181911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -181921.265625 Penalty: 3836.124268
	Iteration 16Q: 3 clusters Score -181921.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181930.843750 Penalty: 3836.124268
	Iteration 17Q: 3 clusters Score -181930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -181937.250000 Penalty: 3836.124268
	Iteration 18Q: 3 clusters Score -181937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -181945.171875 Penalty: 3836.124268
	Iteration 19Q: 3 clusters Score -181945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181949.453125 Penalty: 3836.124268
	Iteration 20F: 3 clusters Score -181949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181955.437500 Penalty: 3836.124268
	Iteration 21Q: 3 clusters Score -181955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -181957.000000 Penalty: 3836.124268
	Iteration 22Q: 3 clusters Score -181957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -181957.000000 Penalty: 3836.124268
	Iteration 23F: 3 clusters Score -181957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64086 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100855 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14885 members 
Mstep: Class 42 contains 1284 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Mstep: Class 46 contains 1001 members 
Entering Unmasked Estep 
Score: -58953644.000000 Penalty: 152269.187500
Splitting cluster 42 changes total score from -58954500.000000 to -58953644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -199785.156250 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -199785.2 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 1075 members 
Entering Unmasked Estep 
Score: -197045.234375 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -197045.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -197617.265625 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -197617.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197842.921875 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -197842.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -197958.218750 Penalty: 3820.691895
	Iteration 3F: 3 clusters Score -197958.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198071.968750 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -198072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -198164.859375 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -198164.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -198252.843750 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -198252.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198359.406250 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -198359.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198467.531250 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -198467.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -198581.843750 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -198581.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -198672.046875 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -198672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -198757.109375 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -198757.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -198815.984375 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -198816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -198853.875000 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -198853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -198883.750000 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -198883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198916.000000 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -198916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -198938.453125 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -198938.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -198953.531250 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -198953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198960.671875 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -198960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -198966.312500 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -198966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -198971.390625 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -198971.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198979.156250 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -198979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -198980.500000 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -198980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -198981.921875 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -198981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -198982.531250 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -198982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -198982.531250 Penalty: 3820.691895
	Iteration 25F: 3 clusters Score -198982.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -983859.312500 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -983859.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -976401.687500 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -976401.7 nChanged 4056
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: -978450.500000 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -978450.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -978791.125000 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -978791.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -979040.000000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -979040 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -979253.875000 Penalty: 4550.555176
	Iteration 4Q: 3 clusters Score -979253.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -979424.250000 Penalty: 4550.555176
	Iteration 5Q: 3 clusters Score -979424.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -979576.500000 Penalty: 4550.555176
	Iteration 6Q: 3 clusters Score -979576.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -979760.062500 Penalty: 4550.555176
	Iteration 7Q: 3 clusters Score -979760.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -979956.437500 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -979956.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -980139.187500 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -980139.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -980327.937500 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -980327.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -980521.562500 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -980521.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -980675.812500 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -980675.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -980820.875000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -980820.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -980954.125000 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -980954.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -981067.312500 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -981067.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -981155.312500 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -981155.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -981230.437500 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -981230.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -981296.750000 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -981296.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -981360.437500 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -981360.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -981421.250000 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -981421.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -981485.000000 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -981485 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -981526.812500 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -981526.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -981567.250000 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -981567.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -981605.812500 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -981605.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -981646.312500 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -981646.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -981690.937500 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -981690.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -981732.000000 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -981732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -981771.687500 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -981771.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -981792.312500 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -981792.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -981815.687500 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -981815.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -981832.500000 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -981832.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -981851.250000 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -981851.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -981864.812500 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -981864.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -981872.375000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -981872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -981879.062500 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -981879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -981882.437500 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -981882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -981885.687500 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -981885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -981887.812500 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -981887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -981890.812500 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -981890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -981891.750000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -981891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -981892.500000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -981892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -981892.500000 Penalty: 4550.555176
	Iteration 42F: 3 clusters Score -981892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -605119.375000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -605119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -600069.062500 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -600069.1 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -601331.062500 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -601331.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -601577.937500 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -601577.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -601735.500000 Penalty: 4312.057617
	Iteration 3F: 3 clusters Score -601735.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -601837.062500 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -601837.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -601900.625000 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -601900.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -601958.375000 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -601958.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -602012.687500 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -602012.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -602059.375000 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -602059.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -602092.875000 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -602092.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -602122.062500 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -602122.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -602151.500000 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -602151.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -602186.750000 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -602186.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -602220.312500 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -602220.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -602253.750000 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -602253.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -602283.937500 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -602283.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -602319.500000 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -602319.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -602353.937500 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -602353.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -602391.625000 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -602391.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -602425.187500 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -602425.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -602458.687500 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -602458.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -602501.812500 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -602501.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -602546.812500 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -602546.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -602578.062500 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -602578.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -602605.812500 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -602605.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -602626.875000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -602626.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -602654.500000 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -602654.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -602682.937500 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -602682.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -602707.375000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -602707.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -602729.375000 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -602729.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -602762.000000 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -602762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -602796.562500 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -602796.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -602836.875000 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -602836.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -602874.000000 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -602874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -602906.062500 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -602906.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -602942.562500 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -602942.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -602970.250000 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -602970.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -602992.312500 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -602992.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -603020.062500 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -603020.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -603044.625000 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -603044.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -603070.250000 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -603070.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -603101.000000 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -603101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -603126.187500 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -603126.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -603150.562500 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -603150.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -603171.187500 Penalty: 4312.057617
	Iteration 44Q: 3 clusters Score -603171.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -603187.500000 Penalty: 4312.057617
	Iteration 45Q: 3 clusters Score -603187.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -603206.375000 Penalty: 4312.057617
	Iteration 46Q: 3 clusters Score -603206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -603219.750000 Penalty: 4312.057617
	Iteration 47Q: 3 clusters Score -603219.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -603230.500000 Penalty: 4312.057617
	Iteration 48Q: 3 clusters Score -603230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -603237.562500 Penalty: 4312.057617
	Iteration 49Q: 3 clusters Score -603237.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -603243.625000 Penalty: 4312.057617
	Iteration 50Q: 3 clusters Score -603243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -603248.000000 Penalty: 4312.057617
	Iteration 51Q: 3 clusters Score -603248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -603255.062500 Penalty: 4312.057617
	Iteration 52Q: 3 clusters Score -603255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -603261.437500 Penalty: 4312.057617
	Iteration 53Q: 3 clusters Score -603261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -603263.375000 Penalty: 4312.057617
	Iteration 54Q: 3 clusters Score -603263.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -603269.875000 Penalty: 4312.057617
	Iteration 55Q: 3 clusters Score -603269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -603275.312500 Penalty: 4312.057617
	Iteration 56Q: 3 clusters Score -603275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -603280.375000 Penalty: 4312.057617
	Iteration 57Q: 3 clusters Score -603280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -603283.875000 Penalty: 4312.057617
	Iteration 58Q: 3 clusters Score -603283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -603288.687500 Penalty: 4312.057617
	Iteration 59Q: 3 clusters Score -603288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -603291.062500 Penalty: 4312.057617
	Iteration 60F: 3 clusters Score -603291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -603292.625000 Penalty: 4312.057617
	Iteration 61Q: 3 clusters Score -603292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -603295.937500 Penalty: 4312.057617
	Iteration 62Q: 3 clusters Score -603295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -603300.250000 Penalty: 4312.057617
	Iteration 63Q: 3 clusters Score -603300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -603301.437500 Penalty: 4312.057617
	Iteration 64Q: 3 clusters Score -603301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -603302.750000 Penalty: 4312.057617
	Iteration 65Q: 3 clusters Score -603302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -603302.687500 Penalty: 4312.057617
	Iteration 66Q: 3 clusters Score -603302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -603302.687500 Penalty: 4312.057617
	Iteration 67F: 3 clusters Score -603302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 64086 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40159 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100855 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14885 members 
Mstep: Class 42 contains 2285 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954500.000000 Penalty: 148959.000000
Iteration 199Q: 46 clusters Score -5.89545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64087 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13624 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100862 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 10866 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 14354 members 
Mstep: Class 22 contains 5598 members 
Mstep: Class 23 contains 21455 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14886 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954476.000000 Penalty: 148959.000000
Iteration 200F: 46 clusters Score -5.895448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64085 members 
Mstep: Class 5 contains 22395 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14024 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13627 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100871 members 
Mstep: Class 18 contains 16582 members 
Mstep: Class 19 contains 10866 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 5601 members 
Mstep: Class 23 contains 21450 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 10775 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5105 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28675 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14883 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954424.000000 Penalty: 148959.000000
Iteration 201Q: 46 clusters Score -5.895442e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64083 members 
Mstep: Class 5 contains 22394 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14023 members 
Mstep: Class 8 contains 10368 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13634 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100879 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10866 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 21444 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28675 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14883 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954444.000000 Penalty: 148959.000000
Iteration 202Q: 46 clusters Score -5.895444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64081 members 
Mstep: Class 5 contains 22393 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14020 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13641 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100889 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 5603 members 
Mstep: Class 23 contains 21435 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5107 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28673 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14883 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954400.000000 Penalty: 148959.000000
Iteration 203Q: 46 clusters Score -5.89544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64084 members 
Mstep: Class 5 contains 22393 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14018 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13640 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40168 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100897 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 14351 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21427 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5109 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28672 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14882 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954440.000000 Penalty: 148959.000000
Iteration 204Q: 46 clusters Score -5.895444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64083 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14017 members 
Mstep: Class 8 contains 10370 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13642 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100906 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12531 members 
Mstep: Class 21 contains 14351 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21420 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14882 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954500.000000 Penalty: 148959.000000
Iteration 205Q: 46 clusters Score -5.89545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64083 members 
Mstep: Class 5 contains 22388 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14017 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13650 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40172 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100913 members 
Mstep: Class 18 contains 16575 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12529 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21414 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28667 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14881 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954540.000000 Penalty: 148959.000000
Iteration 206Q: 46 clusters Score -5.895454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64082 members 
Mstep: Class 5 contains 22387 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14014 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13652 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100917 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21409 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24916 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28668 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14881 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954504.000000 Penalty: 148959.000000
Iteration 207Q: 46 clusters Score -5.89545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25234 members 
Mstep: Class 4 contains 64081 members 
Mstep: Class 5 contains 22386 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14014 members 
Mstep: Class 8 contains 10368 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13658 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100919 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 10862 members 
Mstep: Class 20 contains 12523 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21407 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24917 members 
Mstep: Class 32 contains 5113 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28665 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14881 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954492.000000 Penalty: 148959.000000
Iteration 208Q: 46 clusters Score -5.895449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64075 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14015 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40174 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100926 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12521 members 
Mstep: Class 21 contains 14347 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21402 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5114 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28663 members 
Mstep: Class 35 contains 33585 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14882 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954500.000000 Penalty: 148959.000000
Iteration 209Q: 46 clusters Score -5.89545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64073 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14016 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100927 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 14347 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21400 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5116 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28663 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14881 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954496.000000 Penalty: 148959.000000
Iteration 210Q: 46 clusters Score -5.89545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64070 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14017 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40179 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100930 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28662 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14881 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954468.000000 Penalty: 148959.000000
Iteration 211Q: 46 clusters Score -5.895447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64070 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14019 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40181 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100933 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12516 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 21396 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28660 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14877 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954504.000000 Penalty: 148959.000000
Iteration 212Q: 46 clusters Score -5.89545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64070 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14020 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40181 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100936 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 5607 members 
Mstep: Class 23 contains 21392 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28660 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14876 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954504.000000 Penalty: 148959.000000
Iteration 213Q: 46 clusters Score -5.89545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64069 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14020 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40181 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100939 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 21389 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28660 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14873 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954480.000000 Penalty: 148959.000000
Iteration 214Q: 46 clusters Score -5.895448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64068 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14019 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100939 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 21388 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10772 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28660 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14871 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954484.000000 Penalty: 148959.000000
Iteration 215Q: 46 clusters Score -5.895448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14017 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40185 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100940 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 5614 members 
Mstep: Class 23 contains 21387 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10771 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28659 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14871 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954536.000000 Penalty: 148959.000000
Iteration 216Q: 46 clusters Score -5.895454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22381 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14015 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40191 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100940 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 5615 members 
Mstep: Class 23 contains 21386 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10771 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28659 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14870 members 
Mstep: Class 42 contains 2286 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954512.000000 Penalty: 148959.000000
Iteration 217Q: 46 clusters Score -5.895451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22381 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14013 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40191 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100939 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5616 members 
Mstep: Class 23 contains 21387 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10771 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28658 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954508.000000 Penalty: 148959.000000
Iteration 218Q: 46 clusters Score -5.895451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64067 members 
Mstep: Class 5 contains 22381 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14011 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13710 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100940 members 
Mstep: Class 18 contains 16578 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21389 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10771 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24915 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14863 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954432.000000 Penalty: 148959.000000
Iteration 219Q: 46 clusters Score -5.895443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22380 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13714 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100949 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21386 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24914 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14864 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954428.000000 Penalty: 148959.000000
Iteration 220F: 46 clusters Score -5.895443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22380 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13715 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100953 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21382 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28659 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14865 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954456.000000 Penalty: 148959.000000
Iteration 221Q: 46 clusters Score -5.895446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22379 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100965 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21373 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33575 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14865 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954424.000000 Penalty: 148959.000000
Iteration 222Q: 46 clusters Score -5.895442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22378 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100976 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21362 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7511 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14865 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954432.000000 Penalty: 148959.000000
Iteration 223Q: 46 clusters Score -5.895443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22377 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40187 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100981 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21356 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954452.000000 Penalty: 148959.000000
Iteration 224Q: 46 clusters Score -5.895445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64066 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100986 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21351 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954456.000000 Penalty: 148959.000000
Iteration 225Q: 46 clusters Score -5.895446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64065 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100989 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21349 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954456.000000 Penalty: 148959.000000
Iteration 226Q: 46 clusters Score -5.895446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64065 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100991 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21348 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5116 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954456.000000 Penalty: 148959.000000
Iteration 227Q: 46 clusters Score -5.895446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64065 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100995 members 
Mstep: Class 18 contains 16574 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21345 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954484.000000 Penalty: 148959.000000
Iteration 228Q: 46 clusters Score -5.895448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64064 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 100997 members 
Mstep: Class 18 contains 16572 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21344 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954500.000000 Penalty: 148959.000000
Iteration 229Q: 46 clusters Score -5.89545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64064 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101000 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21342 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954480.000000 Penalty: 148959.000000
Iteration 230Q: 46 clusters Score -5.895448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64064 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101002 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21341 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24909 members 
Mstep: Class 32 contains 5121 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954492.000000 Penalty: 148959.000000
Iteration 231Q: 46 clusters Score -5.895449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64062 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101004 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21341 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954484.000000 Penalty: 148959.000000
Iteration 232Q: 46 clusters Score -5.895448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64061 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101006 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21341 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33575 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954504.000000 Penalty: 148959.000000
Iteration 233Q: 46 clusters Score -5.89545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64061 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101008 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21339 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33575 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954508.000000 Penalty: 148959.000000
Iteration 234Q: 46 clusters Score -5.895451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64061 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101008 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21339 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33575 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954508.000000 Penalty: 148959.000000
Iteration 235F: 46 clusters Score -5.895451e+07 nChanged 0
Entering ConstructFrom: 
Score: -58954508.000000 Penalty: 148959.000000
Entering ConstructFrom: 
Trying to split cluster 1 (7174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Entering Unmasked Estep 
Score: -640501.625000 Penalty: 2201.798340
	Iteration 0F: 2 clusters Score -640501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -634610.562500 Penalty: 4403.596680
	Iteration 0F: 3 clusters Score -634610.6 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -636443.062500 Penalty: 4403.596680
	Iteration 1F: 3 clusters Score -636443.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -637027.812500 Penalty: 4403.596680
	Iteration 2F: 3 clusters Score -637027.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -637650.812500 Penalty: 4403.596680
	Iteration 3F: 3 clusters Score -637650.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -638323.250000 Penalty: 4403.596680
	Iteration 4F: 3 clusters Score -638323.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -638921.437500 Penalty: 4403.596680
	Iteration 5F: 3 clusters Score -638921.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -639354.312500 Penalty: 4403.596680
	Iteration 6F: 3 clusters Score -639354.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -639641.375000 Penalty: 4403.596680
	Iteration 7Q: 3 clusters Score -639641.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -639802.000000 Penalty: 4403.596680
	Iteration 8Q: 3 clusters Score -639802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -639879.062500 Penalty: 4403.596680
	Iteration 9Q: 3 clusters Score -639879.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -639922.562500 Penalty: 4403.596680
	Iteration 10Q: 3 clusters Score -639922.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -639946.187500 Penalty: 4403.596680
	Iteration 11Q: 3 clusters Score -639946.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -639963.062500 Penalty: 4403.596680
	Iteration 12Q: 3 clusters Score -639963.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -639981.187500 Penalty: 4403.596680
	Iteration 13Q: 3 clusters Score -639981.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -639996.125000 Penalty: 4403.596680
	Iteration 14Q: 3 clusters Score -639996.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -640001.750000 Penalty: 4403.596680
	Iteration 15Q: 3 clusters Score -640001.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -640007.750000 Penalty: 4403.596680
	Iteration 16Q: 3 clusters Score -640007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -640012.625000 Penalty: 4403.596680
	Iteration 17Q: 3 clusters Score -640012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -640016.125000 Penalty: 4403.596680
	Iteration 18Q: 3 clusters Score -640016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -640021.437500 Penalty: 4403.596680
	Iteration 19Q: 3 clusters Score -640021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -640023.375000 Penalty: 4403.596680
	Iteration 20F: 3 clusters Score -640023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -640023.687500 Penalty: 4403.596680
	Iteration 21Q: 3 clusters Score -640023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -640024.812500 Penalty: 4403.596680
	Iteration 22Q: 3 clusters Score -640024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -640027.062500 Penalty: 4403.596680
	Iteration 23Q: 3 clusters Score -640027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -640028.250000 Penalty: 4403.596680
	Iteration 24Q: 3 clusters Score -640028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -640030.500000 Penalty: 4403.596680
	Iteration 25Q: 3 clusters Score -640030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -640031.500000 Penalty: 4403.596680
	Iteration 26Q: 3 clusters Score -640031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -640031.500000 Penalty: 4403.596680
	Iteration 27F: 3 clusters Score -640031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -194058.093750 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -194058.1 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 1160 members 
Entering Unmasked Estep 
Score: -191262.265625 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -191262.3 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -191889.343750 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -191889.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -192111.953125 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -192112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -192246.343750 Penalty: 3840.231445
	Iteration 3F: 3 clusters Score -192246.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -192352.921875 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -192352.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -192441.390625 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -192441.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -192505.453125 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -192505.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -192566.671875 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -192566.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -192629.484375 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -192629.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -192675.734375 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -192675.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -192702.203125 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -192702.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -192730.265625 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -192730.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -192756.281250 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -192756.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -192775.062500 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -192775.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -192795.953125 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -192796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -192813.406250 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -192813.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -192826.000000 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -192826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -192834.734375 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -192834.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -192842.968750 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -192843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -192856.218750 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -192856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -192864.500000 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -192864.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -192871.312500 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -192871.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -192875.765625 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -192875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -192881.156250 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -192881.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192886.015625 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -192886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -192892.312500 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -192892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -192895.984375 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -192896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -192898.031250 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -192898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192898.953125 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -192899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192898.953125 Penalty: 3840.231445
	Iteration 29F: 3 clusters Score -192899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Entering Unmasked Estep 
Score: -2589989.500000 Penalty: 2513.705322
	Iteration 0F: 2 clusters Score -2589990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2572466.250000 Penalty: 5027.410645
	Iteration 0F: 3 clusters Score -2572466 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2578795.500000 Penalty: 5027.410645
	Iteration 1F: 3 clusters Score -2578796 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2579211.500000 Penalty: 5027.410645
	Iteration 2F: 3 clusters Score -2579212 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2579593.000000 Penalty: 5027.410645
	Iteration 3Q: 3 clusters Score -2579593 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2579936.000000 Penalty: 5027.410645
	Iteration 4Q: 3 clusters Score -2579936 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2580311.500000 Penalty: 5027.410645
	Iteration 5Q: 3 clusters Score -2580312 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2580773.250000 Penalty: 5027.410645
	Iteration 6Q: 3 clusters Score -2580773 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2581296.000000 Penalty: 5027.410645
	Iteration 7Q: 3 clusters Score -2581296 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2581958.000000 Penalty: 5027.410645
	Iteration 8Q: 3 clusters Score -2581958 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2582723.250000 Penalty: 5027.410645
	Iteration 9Q: 3 clusters Score -2582723 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2583497.500000 Penalty: 5027.410645
	Iteration 10Q: 3 clusters Score -2583498 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2584249.750000 Penalty: 5027.410645
	Iteration 11Q: 3 clusters Score -2584250 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2584926.000000 Penalty: 5027.410645
	Iteration 12Q: 3 clusters Score -2584926 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2585443.500000 Penalty: 5027.410645
	Iteration 13Q: 3 clusters Score -2585444 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2585905.500000 Penalty: 5027.410645
	Iteration 14Q: 3 clusters Score -2585906 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2586275.250000 Penalty: 5027.410645
	Iteration 15Q: 3 clusters Score -2586275 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2586625.250000 Penalty: 5027.410645
	Iteration 16Q: 3 clusters Score -2586625 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2586880.250000 Penalty: 5027.410645
	Iteration 17Q: 3 clusters Score -2586880 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2587092.000000 Penalty: 5027.410645
	Iteration 18Q: 3 clusters Score -2587092 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2587273.500000 Penalty: 5027.410645
	Iteration 19Q: 3 clusters Score -2587274 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2587410.250000 Penalty: 5027.410645
	Iteration 20F: 3 clusters Score -2587410 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2587522.000000 Penalty: 5027.410645
	Iteration 21Q: 3 clusters Score -2587522 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2587598.250000 Penalty: 5027.410645
	Iteration 22Q: 3 clusters Score -2587598 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2587659.250000 Penalty: 5027.410645
	Iteration 23Q: 3 clusters Score -2587659 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2587726.000000 Penalty: 5027.410645
	Iteration 24Q: 3 clusters Score -2587726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2587785.500000 Penalty: 5027.410645
	Iteration 25Q: 3 clusters Score -2587786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2587820.250000 Penalty: 5027.410645
	Iteration 26Q: 3 clusters Score -2587820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2587840.000000 Penalty: 5027.410645
	Iteration 27Q: 3 clusters Score -2587840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2587866.250000 Penalty: 5027.410645
	Iteration 28Q: 3 clusters Score -2587866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2587885.250000 Penalty: 5027.410645
	Iteration 29Q: 3 clusters Score -2587885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2587902.000000 Penalty: 5027.410645
	Iteration 30Q: 3 clusters Score -2587902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2587911.250000 Penalty: 5027.410645
	Iteration 31Q: 3 clusters Score -2587911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2587926.500000 Penalty: 5027.410645
	Iteration 32Q: 3 clusters Score -2587926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2587928.500000 Penalty: 5027.410645
	Iteration 33Q: 3 clusters Score -2587928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2587943.250000 Penalty: 5027.410645
	Iteration 34Q: 3 clusters Score -2587943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2587947.750000 Penalty: 5027.410645
	Iteration 35Q: 3 clusters Score -2587948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2587957.000000 Penalty: 5027.410645
	Iteration 36Q: 3 clusters Score -2587957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2587960.750000 Penalty: 5027.410645
	Iteration 37Q: 3 clusters Score -2587961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2587965.000000 Penalty: 5027.410645
	Iteration 38Q: 3 clusters Score -2587965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2587971.750000 Penalty: 5027.410645
	Iteration 39Q: 3 clusters Score -2587972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2587970.500000 Penalty: 5027.410645
	Iteration 40F: 3 clusters Score -2587970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2587969.750000 Penalty: 5027.410645
	Iteration 41Q: 3 clusters Score -2587970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2587971.250000 Penalty: 5027.410645
	Iteration 42Q: 3 clusters Score -2587971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2587979.250000 Penalty: 5027.410645
	Iteration 43Q: 3 clusters Score -2587979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2587982.750000 Penalty: 5027.410645
	Iteration 44Q: 3 clusters Score -2587983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2587984.250000 Penalty: 5027.410645
	Iteration 45Q: 3 clusters Score -2587984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2587989.500000 Penalty: 5027.410645
	Iteration 46Q: 3 clusters Score -2587990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2588003.000000 Penalty: 5027.410645
	Iteration 47Q: 3 clusters Score -2588003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2588003.500000 Penalty: 5027.410645
	Iteration 48Q: 3 clusters Score -2588004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2588009.500000 Penalty: 5027.410645
	Iteration 49Q: 3 clusters Score -2588010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2588013.250000 Penalty: 5027.410645
	Iteration 50Q: 3 clusters Score -2588013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2588013.500000 Penalty: 5027.410645
	Iteration 51Q: 3 clusters Score -2588014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2588016.250000 Penalty: 5027.410645
	Iteration 52Q: 3 clusters Score -2588016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2588020.250000 Penalty: 5027.410645
	Iteration 53Q: 3 clusters Score -2588020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2588021.000000 Penalty: 5027.410645
	Iteration 54Q: 3 clusters Score -2588021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2588021.500000 Penalty: 5027.410645
	Iteration 55Q: 3 clusters Score -2588022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2588022.750000 Penalty: 5027.410645
	Iteration 56Q: 3 clusters Score -2588023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2588019.750000 Penalty: 5027.410645
	Iteration 57Q: 3 clusters Score -2588020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2588018.500000 Penalty: 5027.410645
	Iteration 58Q: 3 clusters Score -2588018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2588021.000000 Penalty: 5027.410645
	Iteration 59Q: 3 clusters Score -2588021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2588021.000000 Penalty: 5027.410645
	Iteration 60F: 3 clusters Score -2588021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Entering Unmasked Estep 
Score: -6434801.000000 Penalty: 2744.762451
	Iteration 0F: 2 clusters Score -6434801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6391829.500000 Penalty: 5489.524902
	Iteration 0F: 3 clusters Score -6391830 nChanged 29851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -6408990.500000 Penalty: 5489.524902
	Iteration 1F: 3 clusters Score -6408990 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6410322.000000 Penalty: 5489.524902
	Iteration 2Q: 3 clusters Score -6410322 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6412171.000000 Penalty: 5489.524902
	Iteration 3F: 3 clusters Score -6412171 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -6414543.000000 Penalty: 5489.524902
	Iteration 4F: 3 clusters Score -6414543 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -6417176.500000 Penalty: 5489.524902
	Iteration 5F: 3 clusters Score -6417176 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6419518.500000 Penalty: 5489.524902
	Iteration 6F: 3 clusters Score -6419518 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -6421365.500000 Penalty: 5489.524902
	Iteration 7F: 3 clusters Score -6421366 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -6422727.500000 Penalty: 5489.524902
	Iteration 8Q: 3 clusters Score -6422728 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -6423733.500000 Penalty: 5489.524902
	Iteration 9Q: 3 clusters Score -6423734 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -6424399.000000 Penalty: 5489.524902
	Iteration 10Q: 3 clusters Score -6424399 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -6425054.500000 Penalty: 5489.524902
	Iteration 11Q: 3 clusters Score -6425054 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -6425666.500000 Penalty: 5489.524902
	Iteration 12Q: 3 clusters Score -6425666 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6426283.500000 Penalty: 5489.524902
	Iteration 13Q: 3 clusters Score -6426284 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6426780.000000 Penalty: 5489.524902
	Iteration 14Q: 3 clusters Score -6426780 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6427147.500000 Penalty: 5489.524902
	Iteration 15Q: 3 clusters Score -6427148 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6427398.000000 Penalty: 5489.524902
	Iteration 16Q: 3 clusters Score -6427398 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6427565.000000 Penalty: 5489.524902
	Iteration 17Q: 3 clusters Score -6427565 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6427696.500000 Penalty: 5489.524902
	Iteration 18Q: 3 clusters Score -6427696 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -6427738.500000 Penalty: 5489.524902
	Iteration 19Q: 3 clusters Score -6427738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -6427752.000000 Penalty: 5489.524902
	Iteration 20F: 3 clusters Score -6427752 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -6427801.500000 Penalty: 5489.524902
	Iteration 21Q: 3 clusters Score -6427802 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -6427829.000000 Penalty: 5489.524902
	Iteration 22Q: 3 clusters Score -6427829 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6427860.000000 Penalty: 5489.524902
	Iteration 23Q: 3 clusters Score -6427860 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -6427878.500000 Penalty: 5489.524902
	Iteration 24Q: 3 clusters Score -6427878 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -6427892.000000 Penalty: 5489.524902
	Iteration 25Q: 3 clusters Score -6427892 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -6427896.000000 Penalty: 5489.524902
	Iteration 26Q: 3 clusters Score -6427896 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -6427942.000000 Penalty: 5489.524902
	Iteration 27Q: 3 clusters Score -6427942 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -6427960.000000 Penalty: 5489.524902
	Iteration 28Q: 3 clusters Score -6427960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -6427956.000000 Penalty: 5489.524902
	Iteration 29Q: 3 clusters Score -6427956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6427979.500000 Penalty: 5489.524902
	Iteration 30Q: 3 clusters Score -6427980 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -6427996.500000 Penalty: 5489.524902
	Iteration 31Q: 3 clusters Score -6427996 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -6428023.500000 Penalty: 5489.524902
	Iteration 32Q: 3 clusters Score -6428024 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -6428035.000000 Penalty: 5489.524902
	Iteration 33Q: 3 clusters Score -6428035 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -6428047.000000 Penalty: 5489.524902
	Iteration 34Q: 3 clusters Score -6428047 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -6428073.000000 Penalty: 5489.524902
	Iteration 35Q: 3 clusters Score -6428073 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -6428095.000000 Penalty: 5489.524902
	Iteration 36Q: 3 clusters Score -6428095 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6428125.000000 Penalty: 5489.524902
	Iteration 37Q: 3 clusters Score -6428125 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6428144.000000 Penalty: 5489.524902
	Iteration 38Q: 3 clusters Score -6428144 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -6428148.000000 Penalty: 5489.524902
	Iteration 39Q: 3 clusters Score -6428148 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6428194.500000 Penalty: 5489.524902
	Iteration 40F: 3 clusters Score -6428194 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6428223.000000 Penalty: 5489.524902
	Iteration 41Q: 3 clusters Score -6428223 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -6428247.500000 Penalty: 5489.524902
	Iteration 42Q: 3 clusters Score -6428248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -6428270.500000 Penalty: 5489.524902
	Iteration 43Q: 3 clusters Score -6428270 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -6428304.500000 Penalty: 5489.524902
	Iteration 44Q: 3 clusters Score -6428304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -6428329.500000 Penalty: 5489.524902
	Iteration 45Q: 3 clusters Score -6428330 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6428344.500000 Penalty: 5489.524902
	Iteration 46Q: 3 clusters Score -6428344 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -6428365.000000 Penalty: 5489.524902
	Iteration 47Q: 3 clusters Score -6428365 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -6428393.500000 Penalty: 5489.524902
	Iteration 48Q: 3 clusters Score -6428394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -6428431.500000 Penalty: 5489.524902
	Iteration 49Q: 3 clusters Score -6428432 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -6428444.500000 Penalty: 5489.524902
	Iteration 50Q: 3 clusters Score -6428444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -6428472.500000 Penalty: 5489.524902
	Iteration 51Q: 3 clusters Score -6428472 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -6428516.000000 Penalty: 5489.524902
	Iteration 52Q: 3 clusters Score -6428516 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -6428546.000000 Penalty: 5489.524902
	Iteration 53Q: 3 clusters Score -6428546 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -6428580.500000 Penalty: 5489.524902
	Iteration 54Q: 3 clusters Score -6428580 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -6428630.500000 Penalty: 5489.524902
	Iteration 55Q: 3 clusters Score -6428630 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -6428677.000000 Penalty: 5489.524902
	Iteration 56Q: 3 clusters Score -6428677 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -6428721.000000 Penalty: 5489.524902
	Iteration 57Q: 3 clusters Score -6428721 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6428760.500000 Penalty: 5489.524902
	Iteration 58Q: 3 clusters Score -6428760 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6428804.000000 Penalty: 5489.524902
	Iteration 59Q: 3 clusters Score -6428804 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -6428865.500000 Penalty: 5489.524902
	Iteration 60F: 3 clusters Score -6428866 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -6428891.000000 Penalty: 5489.524902
	Iteration 61Q: 3 clusters Score -6428891 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -6428932.500000 Penalty: 5489.524902
	Iteration 62Q: 3 clusters Score -6428932 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -6428963.000000 Penalty: 5489.524902
	Iteration 63Q: 3 clusters Score -6428963 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -6429026.000000 Penalty: 5489.524902
	Iteration 64Q: 3 clusters Score -6429026 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -6429046.000000 Penalty: 5489.524902
	Iteration 65Q: 3 clusters Score -6429046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -6429080.000000 Penalty: 5489.524902
	Iteration 66Q: 3 clusters Score -6429080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -6429127.000000 Penalty: 5489.524902
	Iteration 67Q: 3 clusters Score -6429127 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -6429180.500000 Penalty: 5489.524902
	Iteration 68Q: 3 clusters Score -6429180 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -6429256.500000 Penalty: 5489.524902
	Iteration 69Q: 3 clusters Score -6429256 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -6429283.000000 Penalty: 5489.524902
	Iteration 70Q: 3 clusters Score -6429283 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -6429350.500000 Penalty: 5489.524902
	Iteration 71Q: 3 clusters Score -6429350 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -6429398.000000 Penalty: 5489.524902
	Iteration 72Q: 3 clusters Score -6429398 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6429440.000000 Penalty: 5489.524902
	Iteration 73Q: 3 clusters Score -6429440 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -6429483.000000 Penalty: 5489.524902
	Iteration 74Q: 3 clusters Score -6429483 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -6429551.500000 Penalty: 5489.524902
	Iteration 75Q: 3 clusters Score -6429552 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -6429661.000000 Penalty: 5489.524902
	Iteration 76Q: 3 clusters Score -6429661 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -6429704.000000 Penalty: 5489.524902
	Iteration 77Q: 3 clusters Score -6429704 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -6429741.500000 Penalty: 5489.524902
	Iteration 78Q: 3 clusters Score -6429742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -6429813.500000 Penalty: 5489.524902
	Iteration 79Q: 3 clusters Score -6429814 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -6429902.000000 Penalty: 5489.524902
	Iteration 80F: 3 clusters Score -6429902 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -6429976.000000 Penalty: 5489.524902
	Iteration 81Q: 3 clusters Score -6429976 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -6430043.000000 Penalty: 5489.524902
	Iteration 82Q: 3 clusters Score -6430043 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -6430116.500000 Penalty: 5489.524902
	Iteration 83Q: 3 clusters Score -6430116 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -6430204.000000 Penalty: 5489.524902
	Iteration 84Q: 3 clusters Score -6430204 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6430264.500000 Penalty: 5489.524902
	Iteration 85Q: 3 clusters Score -6430264 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6430323.500000 Penalty: 5489.524902
	Iteration 86Q: 3 clusters Score -6430324 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6430407.000000 Penalty: 5489.524902
	Iteration 87Q: 3 clusters Score -6430407 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6430452.500000 Penalty: 5489.524902
	Iteration 88Q: 3 clusters Score -6430452 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -6430538.500000 Penalty: 5489.524902
	Iteration 89Q: 3 clusters Score -6430538 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6430599.500000 Penalty: 5489.524902
	Iteration 90Q: 3 clusters Score -6430600 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6430667.500000 Penalty: 5489.524902
	Iteration 91Q: 3 clusters Score -6430668 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6430762.000000 Penalty: 5489.524902
	Iteration 92Q: 3 clusters Score -6430762 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6430852.000000 Penalty: 5489.524902
	Iteration 93Q: 3 clusters Score -6430852 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6430951.500000 Penalty: 5489.524902
	Iteration 94Q: 3 clusters Score -6430952 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6431062.000000 Penalty: 5489.524902
	Iteration 95Q: 3 clusters Score -6431062 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6431171.000000 Penalty: 5489.524902
	Iteration 96Q: 3 clusters Score -6431171 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6431273.500000 Penalty: 5489.524902
	Iteration 97Q: 3 clusters Score -6431274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6431372.000000 Penalty: 5489.524902
	Iteration 98Q: 3 clusters Score -6431372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6431473.500000 Penalty: 5489.524902
	Iteration 99Q: 3 clusters Score -6431474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6431551.000000 Penalty: 5489.524902
	Iteration 100F: 3 clusters Score -6431551 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6431621.000000 Penalty: 5489.524902
	Iteration 101Q: 3 clusters Score -6431621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6431688.500000 Penalty: 5489.524902
	Iteration 102Q: 3 clusters Score -6431688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6431766.000000 Penalty: 5489.524902
	Iteration 103Q: 3 clusters Score -6431766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6431824.500000 Penalty: 5489.524902
	Iteration 104Q: 3 clusters Score -6431824 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6431914.000000 Penalty: 5489.524902
	Iteration 105Q: 3 clusters Score -6431914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6431966.000000 Penalty: 5489.524902
	Iteration 106Q: 3 clusters Score -6431966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6432024.000000 Penalty: 5489.524902
	Iteration 107Q: 3 clusters Score -6432024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6432096.500000 Penalty: 5489.524902
	Iteration 108Q: 3 clusters Score -6432096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6432158.500000 Penalty: 5489.524902
	Iteration 109Q: 3 clusters Score -6432158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6432193.000000 Penalty: 5489.524902
	Iteration 110Q: 3 clusters Score -6432193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6432224.500000 Penalty: 5489.524902
	Iteration 111Q: 3 clusters Score -6432224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6432266.500000 Penalty: 5489.524902
	Iteration 112Q: 3 clusters Score -6432266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6432282.000000 Penalty: 5489.524902
	Iteration 113Q: 3 clusters Score -6432282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6432298.500000 Penalty: 5489.524902
	Iteration 114Q: 3 clusters Score -6432298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6432322.500000 Penalty: 5489.524902
	Iteration 115Q: 3 clusters Score -6432322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6432334.500000 Penalty: 5489.524902
	Iteration 116Q: 3 clusters Score -6432334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6432357.000000 Penalty: 5489.524902
	Iteration 117Q: 3 clusters Score -6432357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6432367.500000 Penalty: 5489.524902
	Iteration 118Q: 3 clusters Score -6432368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6432366.000000 Penalty: 5489.524902
	Iteration 119Q: 3 clusters Score -6432366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6432377.000000 Penalty: 5489.524902
	Iteration 120F: 3 clusters Score -6432377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6432391.000000 Penalty: 5489.524902
	Iteration 121Q: 3 clusters Score -6432391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6432396.000000 Penalty: 5489.524902
	Iteration 122Q: 3 clusters Score -6432396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6432405.000000 Penalty: 5489.524902
	Iteration 123Q: 3 clusters Score -6432405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6432412.000000 Penalty: 5489.524902
	Iteration 124Q: 3 clusters Score -6432412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6432428.000000 Penalty: 5489.524902
	Iteration 125Q: 3 clusters Score -6432428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6432444.000000 Penalty: 5489.524902
	Iteration 126Q: 3 clusters Score -6432444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6432454.500000 Penalty: 5489.524902
	Iteration 127Q: 3 clusters Score -6432454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6432455.500000 Penalty: 5489.524902
	Iteration 128Q: 3 clusters Score -6432456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6432466.500000 Penalty: 5489.524902
	Iteration 129Q: 3 clusters Score -6432466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6432472.000000 Penalty: 5489.524902
	Iteration 130Q: 3 clusters Score -6432472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6432476.000000 Penalty: 5489.524902
	Iteration 131Q: 3 clusters Score -6432476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6432477.500000 Penalty: 5489.524902
	Iteration 132Q: 3 clusters Score -6432478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6432485.500000 Penalty: 5489.524902
	Iteration 133Q: 3 clusters Score -6432486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6432494.000000 Penalty: 5489.524902
	Iteration 134Q: 3 clusters Score -6432494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6432493.500000 Penalty: 5489.524902
	Iteration 135Q: 3 clusters Score -6432494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6432498.000000 Penalty: 5489.524902
	Iteration 136Q: 3 clusters Score -6432498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6432498.000000 Penalty: 5489.524902
	Iteration 137Q: 3 clusters Score -6432498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6432498.000000 Penalty: 5489.524902
	Iteration 138F: 3 clusters Score -6432498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Entering Unmasked Estep 
Score: -2224013.750000 Penalty: 2483.904541
	Iteration 0F: 2 clusters Score -2224014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2208447.750000 Penalty: 4967.809082
	Iteration 0F: 3 clusters Score -2208448 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2213812.500000 Penalty: 4967.809082
	Iteration 1F: 3 clusters Score -2213812 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2214234.750000 Penalty: 4967.809082
	Iteration 2F: 3 clusters Score -2214235 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2214621.000000 Penalty: 4967.809082
	Iteration 3Q: 3 clusters Score -2214621 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2215000.000000 Penalty: 4967.809082
	Iteration 4Q: 3 clusters Score -2215000 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2215407.000000 Penalty: 4967.809082
	Iteration 5Q: 3 clusters Score -2215407 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2215928.500000 Penalty: 4967.809082
	Iteration 6Q: 3 clusters Score -2215928 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2216657.500000 Penalty: 4967.809082
	Iteration 7F: 3 clusters Score -2216658 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2217638.000000 Penalty: 4967.809082
	Iteration 8F: 3 clusters Score -2217638 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2218766.500000 Penalty: 4967.809082
	Iteration 9F: 3 clusters Score -2218766 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2219832.250000 Penalty: 4967.809082
	Iteration 10F: 3 clusters Score -2219832 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2220582.250000 Penalty: 4967.809082
	Iteration 11Q: 3 clusters Score -2220582 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2221081.750000 Penalty: 4967.809082
	Iteration 12Q: 3 clusters Score -2221082 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2221363.250000 Penalty: 4967.809082
	Iteration 13Q: 3 clusters Score -2221363 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2221529.750000 Penalty: 4967.809082
	Iteration 14Q: 3 clusters Score -2221530 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2221620.000000 Penalty: 4967.809082
	Iteration 15Q: 3 clusters Score -2221620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2221675.500000 Penalty: 4967.809082
	Iteration 16Q: 3 clusters Score -2221676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2221711.750000 Penalty: 4967.809082
	Iteration 17Q: 3 clusters Score -2221712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2221745.500000 Penalty: 4967.809082
	Iteration 18Q: 3 clusters Score -2221746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2221769.500000 Penalty: 4967.809082
	Iteration 19Q: 3 clusters Score -2221770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2221778.000000 Penalty: 4967.809082
	Iteration 20F: 3 clusters Score -2221778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2221790.500000 Penalty: 4967.809082
	Iteration 21Q: 3 clusters Score -2221790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2221799.500000 Penalty: 4967.809082
	Iteration 22Q: 3 clusters Score -2221800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2221802.500000 Penalty: 4967.809082
	Iteration 23Q: 3 clusters Score -2221802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2221802.000000 Penalty: 4967.809082
	Iteration 24Q: 3 clusters Score -2221802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2221803.250000 Penalty: 4967.809082
	Iteration 25Q: 3 clusters Score -2221803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2221805.000000 Penalty: 4967.809082
	Iteration 26Q: 3 clusters Score -2221805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2221806.000000 Penalty: 4967.809082
	Iteration 27Q: 3 clusters Score -2221806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2221806.250000 Penalty: 4967.809082
	Iteration 28Q: 3 clusters Score -2221806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2221806.250000 Penalty: 4967.809082
	Iteration 29F: 3 clusters Score -2221806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -105112.757812 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -105112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102965.945312 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -102965.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103333.015625 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -103333 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103483.726562 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -103483.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103569.468750 Penalty: 3553.701416
	Iteration 3Q: 3 clusters Score -103569.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103617.875000 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -103617.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103661.593750 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -103661.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103687.054688 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -103687.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103711.859375 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -103711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103739.867188 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -103739.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103766.531250 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -103766.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103791.187500 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -103791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103812.171875 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -103812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103824.703125 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -103824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103840.507812 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -103840.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103852.023438 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -103852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103863.796875 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -103863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103876.085938 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -103876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103883.312500 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -103883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103893.085938 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -103893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103907.140625 Penalty: 3553.701416
	Iteration 19Q: 3 clusters Score -103907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103919.492188 Penalty: 3553.701416
	Iteration 20F: 3 clusters Score -103919.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103938.804688 Penalty: 3553.701416
	Iteration 21Q: 3 clusters Score -103938.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103977.273438 Penalty: 3553.701416
	Iteration 22Q: 3 clusters Score -103977.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104017.531250 Penalty: 3553.701416
	Iteration 23Q: 3 clusters Score -104017.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104064.507812 Penalty: 3553.701416
	Iteration 24Q: 3 clusters Score -104064.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104096.710938 Penalty: 3553.701416
	Iteration 25Q: 3 clusters Score -104096.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104117.421875 Penalty: 3553.701416
	Iteration 26Q: 3 clusters Score -104117.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104144.343750 Penalty: 3553.701416
	Iteration 27Q: 3 clusters Score -104144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104173.632812 Penalty: 3553.701416
	Iteration 28Q: 3 clusters Score -104173.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104210.937500 Penalty: 3553.701416
	Iteration 29Q: 3 clusters Score -104210.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104249.046875 Penalty: 3553.701416
	Iteration 30Q: 3 clusters Score -104249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104282.171875 Penalty: 3553.701416
	Iteration 31Q: 3 clusters Score -104282.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104347.953125 Penalty: 3553.701416
	Iteration 32Q: 3 clusters Score -104348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104395.093750 Penalty: 3553.701416
	Iteration 33Q: 3 clusters Score -104395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104446.382812 Penalty: 3553.701416
	Iteration 34Q: 3 clusters Score -104446.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104527.070312 Penalty: 3553.701416
	Iteration 35Q: 3 clusters Score -104527.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104655.195312 Penalty: 3553.701416
	Iteration 36Q: 3 clusters Score -104655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104741.984375 Penalty: 3553.701416
	Iteration 37Q: 3 clusters Score -104742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104829.570312 Penalty: 3553.701416
	Iteration 38Q: 3 clusters Score -104829.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -104903.734375 Penalty: 3553.701416
	Iteration 39Q: 3 clusters Score -104903.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104952.648438 Penalty: 3553.701416
	Iteration 40F: 3 clusters Score -104952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105001.078125 Penalty: 3553.701416
	Iteration 41Q: 3 clusters Score -105001.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105039.875000 Penalty: 3553.701416
	Iteration 42Q: 3 clusters Score -105039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105064.578125 Penalty: 3553.701416
	Iteration 43Q: 3 clusters Score -105064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105078.281250 Penalty: 3553.701416
	Iteration 44Q: 3 clusters Score -105078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105085.031250 Penalty: 3553.701416
	Iteration 45Q: 3 clusters Score -105085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105088.703125 Penalty: 3553.701416
	Iteration 46Q: 3 clusters Score -105088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105089.593750 Penalty: 3553.701416
	Iteration 47Q: 3 clusters Score -105089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105090.851562 Penalty: 3553.701416
	Iteration 48Q: 3 clusters Score -105090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105092.679688 Penalty: 3553.701416
	Iteration 49Q: 3 clusters Score -105092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105092.679688 Penalty: 3553.701416
	Iteration 50F: 3 clusters Score -105092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Entering Unmasked Estep 
Score: -1320138.125000 Penalty: 2367.768799
	Iteration 0F: 2 clusters Score -1320138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1309953.625000 Penalty: 4735.537598
	Iteration 0F: 3 clusters Score -1309954 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1313204.500000 Penalty: 4735.537598
	Iteration 1F: 3 clusters Score -1313204 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1313571.000000 Penalty: 4735.537598
	Iteration 2F: 3 clusters Score -1313571 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1313889.750000 Penalty: 4735.537598
	Iteration 3Q: 3 clusters Score -1313890 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1314205.375000 Penalty: 4735.537598
	Iteration 4Q: 3 clusters Score -1314205 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1314581.875000 Penalty: 4735.537598
	Iteration 5Q: 3 clusters Score -1314582 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1314988.875000 Penalty: 4735.537598
	Iteration 6Q: 3 clusters Score -1314989 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1315469.750000 Penalty: 4735.537598
	Iteration 7Q: 3 clusters Score -1315470 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1315913.750000 Penalty: 4735.537598
	Iteration 8Q: 3 clusters Score -1315914 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1316355.750000 Penalty: 4735.537598
	Iteration 9Q: 3 clusters Score -1316356 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1316707.875000 Penalty: 4735.537598
	Iteration 10Q: 3 clusters Score -1316708 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1317050.500000 Penalty: 4735.537598
	Iteration 11Q: 3 clusters Score -1317050 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1317363.875000 Penalty: 4735.537598
	Iteration 12Q: 3 clusters Score -1317364 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1317634.750000 Penalty: 4735.537598
	Iteration 13Q: 3 clusters Score -1317635 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1317845.625000 Penalty: 4735.537598
	Iteration 14Q: 3 clusters Score -1317846 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1317997.875000 Penalty: 4735.537598
	Iteration 15Q: 3 clusters Score -1317998 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1318088.375000 Penalty: 4735.537598
	Iteration 16Q: 3 clusters Score -1318088 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1318154.250000 Penalty: 4735.537598
	Iteration 17Q: 3 clusters Score -1318154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1318205.500000 Penalty: 4735.537598
	Iteration 18Q: 3 clusters Score -1318206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1318250.625000 Penalty: 4735.537598
	Iteration 19Q: 3 clusters Score -1318251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1318290.375000 Penalty: 4735.537598
	Iteration 20F: 3 clusters Score -1318290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1318316.750000 Penalty: 4735.537598
	Iteration 21Q: 3 clusters Score -1318317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1318326.250000 Penalty: 4735.537598
	Iteration 22Q: 3 clusters Score -1318326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1318346.500000 Penalty: 4735.537598
	Iteration 23Q: 3 clusters Score -1318346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1318364.000000 Penalty: 4735.537598
	Iteration 24Q: 3 clusters Score -1318364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1318373.875000 Penalty: 4735.537598
	Iteration 25Q: 3 clusters Score -1318374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1318380.375000 Penalty: 4735.537598
	Iteration 26Q: 3 clusters Score -1318380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1318386.625000 Penalty: 4735.537598
	Iteration 27Q: 3 clusters Score -1318387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1318389.000000 Penalty: 4735.537598
	Iteration 28Q: 3 clusters Score -1318389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1318398.125000 Penalty: 4735.537598
	Iteration 29Q: 3 clusters Score -1318398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1318406.625000 Penalty: 4735.537598
	Iteration 30Q: 3 clusters Score -1318407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1318409.125000 Penalty: 4735.537598
	Iteration 31Q: 3 clusters Score -1318409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1318409.000000 Penalty: 4735.537598
	Iteration 32Q: 3 clusters Score -1318409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1318413.875000 Penalty: 4735.537598
	Iteration 33Q: 3 clusters Score -1318414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1318417.000000 Penalty: 4735.537598
	Iteration 34Q: 3 clusters Score -1318417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1318420.000000 Penalty: 4735.537598
	Iteration 35Q: 3 clusters Score -1318420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1318423.250000 Penalty: 4735.537598
	Iteration 36Q: 3 clusters Score -1318423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1318423.125000 Penalty: 4735.537598
	Iteration 37Q: 3 clusters Score -1318423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1318424.000000 Penalty: 4735.537598
	Iteration 38Q: 3 clusters Score -1318424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1318422.250000 Penalty: 4735.537598
	Iteration 39Q: 3 clusters Score -1318422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1318423.000000 Penalty: 4735.537598
	Iteration 40F: 3 clusters Score -1318423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1318419.125000 Penalty: 4735.537598
	Iteration 41Q: 3 clusters Score -1318419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1318420.000000 Penalty: 4735.537598
	Iteration 42Q: 3 clusters Score -1318420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1318421.250000 Penalty: 4735.537598
	Iteration 43Q: 3 clusters Score -1318421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1318422.625000 Penalty: 4735.537598
	Iteration 44Q: 3 clusters Score -1318423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1318424.500000 Penalty: 4735.537598
	Iteration 45Q: 3 clusters Score -1318424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1318424.750000 Penalty: 4735.537598
	Iteration 46Q: 3 clusters Score -1318425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1318427.500000 Penalty: 4735.537598
	Iteration 47Q: 3 clusters Score -1318428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1318427.250000 Penalty: 4735.537598
	Iteration 48Q: 3 clusters Score -1318427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1318425.500000 Penalty: 4735.537598
	Iteration 49Q: 3 clusters Score -1318426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1318426.375000 Penalty: 4735.537598
	Iteration 50Q: 3 clusters Score -1318426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1318424.000000 Penalty: 4735.537598
	Iteration 51Q: 3 clusters Score -1318424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1318426.500000 Penalty: 4735.537598
	Iteration 52Q: 3 clusters Score -1318426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1318425.375000 Penalty: 4735.537598
	Iteration 53Q: 3 clusters Score -1318425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1318430.875000 Penalty: 4735.537598
	Iteration 54Q: 3 clusters Score -1318431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1318433.125000 Penalty: 4735.537598
	Iteration 55Q: 3 clusters Score -1318433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1318430.875000 Penalty: 4735.537598
	Iteration 56Q: 3 clusters Score -1318431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1318430.500000 Penalty: 4735.537598
	Iteration 57Q: 3 clusters Score -1318430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1318434.125000 Penalty: 4735.537598
	Iteration 58Q: 3 clusters Score -1318434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1318436.250000 Penalty: 4735.537598
	Iteration 59Q: 3 clusters Score -1318436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1318438.125000 Penalty: 4735.537598
	Iteration 60F: 3 clusters Score -1318438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1318446.250000 Penalty: 4735.537598
	Iteration 61Q: 3 clusters Score -1318446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1318452.000000 Penalty: 4735.537598
	Iteration 62Q: 3 clusters Score -1318452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1318455.250000 Penalty: 4735.537598
	Iteration 63Q: 3 clusters Score -1318455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1318461.375000 Penalty: 4735.537598
	Iteration 64Q: 3 clusters Score -1318461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1318462.625000 Penalty: 4735.537598
	Iteration 65Q: 3 clusters Score -1318463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1318469.625000 Penalty: 4735.537598
	Iteration 66Q: 3 clusters Score -1318470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1318467.750000 Penalty: 4735.537598
	Iteration 67Q: 3 clusters Score -1318468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1318472.000000 Penalty: 4735.537598
	Iteration 68Q: 3 clusters Score -1318472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1318479.500000 Penalty: 4735.537598
	Iteration 69Q: 3 clusters Score -1318480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1318483.250000 Penalty: 4735.537598
	Iteration 70Q: 3 clusters Score -1318483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1318490.750000 Penalty: 4735.537598
	Iteration 71Q: 3 clusters Score -1318491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1318493.500000 Penalty: 4735.537598
	Iteration 72Q: 3 clusters Score -1318494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1318506.000000 Penalty: 4735.537598
	Iteration 73Q: 3 clusters Score -1318506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1318510.250000 Penalty: 4735.537598
	Iteration 74Q: 3 clusters Score -1318510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1318512.625000 Penalty: 4735.537598
	Iteration 75Q: 3 clusters Score -1318513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1318512.875000 Penalty: 4735.537598
	Iteration 76Q: 3 clusters Score -1318513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1318517.625000 Penalty: 4735.537598
	Iteration 77Q: 3 clusters Score -1318518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1318519.250000 Penalty: 4735.537598
	Iteration 78Q: 3 clusters Score -1318519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1318516.375000 Penalty: 4735.537598
	Iteration 79Q: 3 clusters Score -1318516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1318520.750000 Penalty: 4735.537598
	Iteration 80F: 3 clusters Score -1318521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1318522.250000 Penalty: 4735.537598
	Iteration 81Q: 3 clusters Score -1318522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1318523.125000 Penalty: 4735.537598
	Iteration 82Q: 3 clusters Score -1318523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1318525.375000 Penalty: 4735.537598
	Iteration 83Q: 3 clusters Score -1318525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1318529.250000 Penalty: 4735.537598
	Iteration 84Q: 3 clusters Score -1318529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1318529.500000 Penalty: 4735.537598
	Iteration 85Q: 3 clusters Score -1318530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1318535.000000 Penalty: 4735.537598
	Iteration 86Q: 3 clusters Score -1318535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1318537.375000 Penalty: 4735.537598
	Iteration 87Q: 3 clusters Score -1318537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1318539.375000 Penalty: 4735.537598
	Iteration 88Q: 3 clusters Score -1318539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1318536.625000 Penalty: 4735.537598
	Iteration 89Q: 3 clusters Score -1318537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1318539.750000 Penalty: 4735.537598
	Iteration 90Q: 3 clusters Score -1318540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1318542.750000 Penalty: 4735.537598
	Iteration 91Q: 3 clusters Score -1318543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1318545.750000 Penalty: 4735.537598
	Iteration 92Q: 3 clusters Score -1318546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1318546.000000 Penalty: 4735.537598
	Iteration 93Q: 3 clusters Score -1318546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1318545.250000 Penalty: 4735.537598
	Iteration 94Q: 3 clusters Score -1318545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1318546.000000 Penalty: 4735.537598
	Iteration 95Q: 3 clusters Score -1318546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1318550.125000 Penalty: 4735.537598
	Iteration 96Q: 3 clusters Score -1318550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1318549.500000 Penalty: 4735.537598
	Iteration 97Q: 3 clusters Score -1318550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1318555.750000 Penalty: 4735.537598
	Iteration 98Q: 3 clusters Score -1318556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1318562.250000 Penalty: 4735.537598
	Iteration 99Q: 3 clusters Score -1318562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1318558.875000 Penalty: 4735.537598
	Iteration 100F: 3 clusters Score -1318559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1318560.125000 Penalty: 4735.537598
	Iteration 101Q: 3 clusters Score -1318560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1318562.000000 Penalty: 4735.537598
	Iteration 102Q: 3 clusters Score -1318562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1318560.000000 Penalty: 4735.537598
	Iteration 103Q: 3 clusters Score -1318560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1318564.375000 Penalty: 4735.537598
	Iteration 104Q: 3 clusters Score -1318564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1318564.375000 Penalty: 4735.537598
	Iteration 105F: 3 clusters Score -1318564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -975201.187500 Penalty: 2292.935547
	Iteration 0F: 2 clusters Score -975201.2 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 5193 members 
Entering Unmasked Estep 
Score: -967309.312500 Penalty: 4585.871094
	Iteration 0F: 3 clusters Score -967309.3 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -969830.187500 Penalty: 4585.871094
	Iteration 1F: 3 clusters Score -969830.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -970548.125000 Penalty: 4585.871094
	Iteration 2F: 3 clusters Score -970548.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -971227.562500 Penalty: 4585.871094
	Iteration 3F: 3 clusters Score -971227.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -971822.312500 Penalty: 4585.871094
	Iteration 4F: 3 clusters Score -971822.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -972323.687500 Penalty: 4585.871094
	Iteration 5F: 3 clusters Score -972323.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -972696.937500 Penalty: 4585.871094
	Iteration 6F: 3 clusters Score -972696.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -973007.500000 Penalty: 4585.871094
	Iteration 7Q: 3 clusters Score -973007.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -973232.625000 Penalty: 4585.871094
	Iteration 8Q: 3 clusters Score -973232.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -973411.375000 Penalty: 4585.871094
	Iteration 9Q: 3 clusters Score -973411.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -973575.625000 Penalty: 4585.871094
	Iteration 10Q: 3 clusters Score -973575.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -973672.687500 Penalty: 4585.871094
	Iteration 11Q: 3 clusters Score -973672.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -973754.687500 Penalty: 4585.871094
	Iteration 12Q: 3 clusters Score -973754.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -973814.812500 Penalty: 4585.871094
	Iteration 13Q: 3 clusters Score -973814.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -973853.875000 Penalty: 4585.871094
	Iteration 14Q: 3 clusters Score -973853.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -973882.500000 Penalty: 4585.871094
	Iteration 15Q: 3 clusters Score -973882.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -973902.500000 Penalty: 4585.871094
	Iteration 16Q: 3 clusters Score -973902.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -973917.812500 Penalty: 4585.871094
	Iteration 17Q: 3 clusters Score -973917.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -973931.250000 Penalty: 4585.871094
	Iteration 18Q: 3 clusters Score -973931.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -973939.812500 Penalty: 4585.871094
	Iteration 19Q: 3 clusters Score -973939.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -973953.062500 Penalty: 4585.871094
	Iteration 20F: 3 clusters Score -973953.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -973961.937500 Penalty: 4585.871094
	Iteration 21Q: 3 clusters Score -973961.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -973971.625000 Penalty: 4585.871094
	Iteration 22Q: 3 clusters Score -973971.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -973974.375000 Penalty: 4585.871094
	Iteration 23Q: 3 clusters Score -973974.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -973973.625000 Penalty: 4585.871094
	Iteration 24Q: 3 clusters Score -973973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -973977.812500 Penalty: 4585.871094
	Iteration 25Q: 3 clusters Score -973977.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -973982.500000 Penalty: 4585.871094
	Iteration 26Q: 3 clusters Score -973982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -973984.625000 Penalty: 4585.871094
	Iteration 27Q: 3 clusters Score -973984.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -973984.750000 Penalty: 4585.871094
	Iteration 28Q: 3 clusters Score -973984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -973991.312500 Penalty: 4585.871094
	Iteration 29Q: 3 clusters Score -973991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -973989.000000 Penalty: 4585.871094
	Iteration 30Q: 3 clusters Score -973989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -973987.437500 Penalty: 4585.871094
	Iteration 31Q: 3 clusters Score -973987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -973990.937500 Penalty: 4585.871094
	Iteration 32Q: 3 clusters Score -973990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -973994.437500 Penalty: 4585.871094
	Iteration 33Q: 3 clusters Score -973994.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -973995.875000 Penalty: 4585.871094
	Iteration 34Q: 3 clusters Score -973995.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -973995.375000 Penalty: 4585.871094
	Iteration 35Q: 3 clusters Score -973995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -973997.187500 Penalty: 4585.871094
	Iteration 36Q: 3 clusters Score -973997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -973999.437500 Penalty: 4585.871094
	Iteration 37Q: 3 clusters Score -973999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -973998.937500 Penalty: 4585.871094
	Iteration 38Q: 3 clusters Score -973998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -974000.687500 Penalty: 4585.871094
	Iteration 39Q: 3 clusters Score -974000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -974004.312500 Penalty: 4585.871094
	Iteration 40F: 3 clusters Score -974004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -974005.062500 Penalty: 4585.871094
	Iteration 41Q: 3 clusters Score -974005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -974004.000000 Penalty: 4585.871094
	Iteration 42Q: 3 clusters Score -974004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -974006.875000 Penalty: 4585.871094
	Iteration 43Q: 3 clusters Score -974006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -974007.062500 Penalty: 4585.871094
	Iteration 44Q: 3 clusters Score -974007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -974008.562500 Penalty: 4585.871094
	Iteration 45Q: 3 clusters Score -974008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -974008.875000 Penalty: 4585.871094
	Iteration 46Q: 3 clusters Score -974008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -974008.750000 Penalty: 4585.871094
	Iteration 47Q: 3 clusters Score -974008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -974008.625000 Penalty: 4585.871094
	Iteration 48Q: 3 clusters Score -974008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -974009.812500 Penalty: 4585.871094
	Iteration 49Q: 3 clusters Score -974009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -974009.812500 Penalty: 4585.871094
	Iteration 50F: 3 clusters Score -974009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Entering Unmasked Estep 
Score: -1562341.500000 Penalty: 2394.541992
	Iteration 0F: 2 clusters Score -1562342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1551144.625000 Penalty: 4789.083984
	Iteration 0F: 3 clusters Score -1551145 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1554774.375000 Penalty: 4789.083984
	Iteration 1F: 3 clusters Score -1554774 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1555147.375000 Penalty: 4789.083984
	Iteration 2F: 3 clusters Score -1555147 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1555454.375000 Penalty: 4789.083984
	Iteration 3F: 3 clusters Score -1555454 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1555693.625000 Penalty: 4789.083984
	Iteration 4Q: 3 clusters Score -1555694 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1555887.000000 Penalty: 4789.083984
	Iteration 5Q: 3 clusters Score -1555887 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1556089.125000 Penalty: 4789.083984
	Iteration 6Q: 3 clusters Score -1556089 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1556381.125000 Penalty: 4789.083984
	Iteration 7Q: 3 clusters Score -1556381 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1556733.000000 Penalty: 4789.083984
	Iteration 8Q: 3 clusters Score -1556733 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1557205.625000 Penalty: 4789.083984
	Iteration 9Q: 3 clusters Score -1557206 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1557828.375000 Penalty: 4789.083984
	Iteration 10F: 3 clusters Score -1557828 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1558453.375000 Penalty: 4789.083984
	Iteration 11F: 3 clusters Score -1558453 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1559027.875000 Penalty: 4789.083984
	Iteration 12Q: 3 clusters Score -1559028 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1559457.375000 Penalty: 4789.083984
	Iteration 13Q: 3 clusters Score -1559457 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1559723.000000 Penalty: 4789.083984
	Iteration 14Q: 3 clusters Score -1559723 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1559916.500000 Penalty: 4789.083984
	Iteration 15Q: 3 clusters Score -1559916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1560017.875000 Penalty: 4789.083984
	Iteration 16Q: 3 clusters Score -1560018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1560079.625000 Penalty: 4789.083984
	Iteration 17Q: 3 clusters Score -1560080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1560112.750000 Penalty: 4789.083984
	Iteration 18Q: 3 clusters Score -1560113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1560147.000000 Penalty: 4789.083984
	Iteration 19Q: 3 clusters Score -1560147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1560170.875000 Penalty: 4789.083984
	Iteration 20F: 3 clusters Score -1560171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1560189.875000 Penalty: 4789.083984
	Iteration 21Q: 3 clusters Score -1560190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1560199.875000 Penalty: 4789.083984
	Iteration 22Q: 3 clusters Score -1560200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1560211.375000 Penalty: 4789.083984
	Iteration 23Q: 3 clusters Score -1560211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1560223.125000 Penalty: 4789.083984
	Iteration 24Q: 3 clusters Score -1560223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1560230.000000 Penalty: 4789.083984
	Iteration 25Q: 3 clusters Score -1560230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1560232.625000 Penalty: 4789.083984
	Iteration 26Q: 3 clusters Score -1560233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1560235.125000 Penalty: 4789.083984
	Iteration 27Q: 3 clusters Score -1560235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1560236.500000 Penalty: 4789.083984
	Iteration 28Q: 3 clusters Score -1560236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1560236.500000 Penalty: 4789.083984
	Iteration 29F: 3 clusters Score -1560236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -174720.968750 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -174721 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 958 members 
Entering Unmasked Estep 
Score: -172165.031250 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -172165 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -172621.265625 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -172621.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -172771.937500 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -172771.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -172885.312500 Penalty: 3736.446777
	Iteration 3F: 3 clusters Score -172885.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -172944.265625 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -172944.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172994.546875 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -172994.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -173040.734375 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -173040.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173076.531250 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -173076.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -173116.718750 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -173116.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -173143.718750 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -173143.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173167.109375 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -173167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173182.890625 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -173182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173193.453125 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -173193.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173200.875000 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -173200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173205.046875 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -173205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -173209.890625 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -173209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -173213.468750 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -173213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -173217.203125 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -173217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -173221.234375 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -173221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -173226.937500 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -173226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -173238.531250 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -173238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -173247.281250 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -173247.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -173257.828125 Penalty: 3736.446777
	Iteration 22Q: 3 clusters Score -173257.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173271.703125 Penalty: 3736.446777
	Iteration 23Q: 3 clusters Score -173271.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173279.406250 Penalty: 3736.446777
	Iteration 24Q: 3 clusters Score -173279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173283.843750 Penalty: 3736.446777
	Iteration 25Q: 3 clusters Score -173283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173290.593750 Penalty: 3736.446777
	Iteration 26Q: 3 clusters Score -173290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173297.531250 Penalty: 3736.446777
	Iteration 27Q: 3 clusters Score -173297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173308.625000 Penalty: 3736.446777
	Iteration 28Q: 3 clusters Score -173308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -173318.687500 Penalty: 3736.446777
	Iteration 29Q: 3 clusters Score -173318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -173328.937500 Penalty: 3736.446777
	Iteration 30Q: 3 clusters Score -173328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -173335.125000 Penalty: 3736.446777
	Iteration 31Q: 3 clusters Score -173335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -173339.140625 Penalty: 3736.446777
	Iteration 32Q: 3 clusters Score -173339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -173345.812500 Penalty: 3736.446777
	Iteration 33Q: 3 clusters Score -173345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -173354.718750 Penalty: 3736.446777
	Iteration 34Q: 3 clusters Score -173354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -173359.859375 Penalty: 3736.446777
	Iteration 35Q: 3 clusters Score -173359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173368.015625 Penalty: 3736.446777
	Iteration 36Q: 3 clusters Score -173368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173374.265625 Penalty: 3736.446777
	Iteration 37Q: 3 clusters Score -173374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173380.031250 Penalty: 3736.446777
	Iteration 38Q: 3 clusters Score -173380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -173389.906250 Penalty: 3736.446777
	Iteration 39Q: 3 clusters Score -173389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173396.500000 Penalty: 3736.446777
	Iteration 40F: 3 clusters Score -173396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -173404.000000 Penalty: 3736.446777
	Iteration 41Q: 3 clusters Score -173404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -173413.671875 Penalty: 3736.446777
	Iteration 42Q: 3 clusters Score -173413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -173421.359375 Penalty: 3736.446777
	Iteration 43Q: 3 clusters Score -173421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -173425.968750 Penalty: 3736.446777
	Iteration 44Q: 3 clusters Score -173426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173431.218750 Penalty: 3736.446777
	Iteration 45Q: 3 clusters Score -173431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -173444.593750 Penalty: 3736.446777
	Iteration 46Q: 3 clusters Score -173444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173458.515625 Penalty: 3736.446777
	Iteration 47Q: 3 clusters Score -173458.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173467.203125 Penalty: 3736.446777
	Iteration 48Q: 3 clusters Score -173467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -173476.265625 Penalty: 3736.446777
	Iteration 49Q: 3 clusters Score -173476.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -173483.421875 Penalty: 3736.446777
	Iteration 50Q: 3 clusters Score -173483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -173487.000000 Penalty: 3736.446777
	Iteration 51Q: 3 clusters Score -173487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -173490.953125 Penalty: 3736.446777
	Iteration 52Q: 3 clusters Score -173491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -173496.984375 Penalty: 3736.446777
	Iteration 53Q: 3 clusters Score -173497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -173506.640625 Penalty: 3736.446777
	Iteration 54Q: 3 clusters Score -173506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -173517.171875 Penalty: 3736.446777
	Iteration 55Q: 3 clusters Score -173517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -173533.609375 Penalty: 3736.446777
	Iteration 56Q: 3 clusters Score -173533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -173546.531250 Penalty: 3736.446777
	Iteration 57Q: 3 clusters Score -173546.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173565.187500 Penalty: 3736.446777
	Iteration 58Q: 3 clusters Score -173565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173577.781250 Penalty: 3736.446777
	Iteration 59Q: 3 clusters Score -173577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173585.750000 Penalty: 3736.446777
	Iteration 60F: 3 clusters Score -173585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -173593.859375 Penalty: 3736.446777
	Iteration 61Q: 3 clusters Score -173593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -173601.625000 Penalty: 3736.446777
	Iteration 62Q: 3 clusters Score -173601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -173614.265625 Penalty: 3736.446777
	Iteration 63Q: 3 clusters Score -173614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -173622.609375 Penalty: 3736.446777
	Iteration 64Q: 3 clusters Score -173622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173629.484375 Penalty: 3736.446777
	Iteration 65Q: 3 clusters Score -173629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173634.625000 Penalty: 3736.446777
	Iteration 66Q: 3 clusters Score -173634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -173644.437500 Penalty: 3736.446777
	Iteration 67Q: 3 clusters Score -173644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173655.078125 Penalty: 3736.446777
	Iteration 68Q: 3 clusters Score -173655.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -173664.484375 Penalty: 3736.446777
	Iteration 69Q: 3 clusters Score -173664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173674.156250 Penalty: 3736.446777
	Iteration 70Q: 3 clusters Score -173674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173679.390625 Penalty: 3736.446777
	Iteration 71Q: 3 clusters Score -173679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173684.031250 Penalty: 3736.446777
	Iteration 72Q: 3 clusters Score -173684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -173687.906250 Penalty: 3736.446777
	Iteration 73Q: 3 clusters Score -173687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -173691.328125 Penalty: 3736.446777
	Iteration 74Q: 3 clusters Score -173691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -173693.156250 Penalty: 3736.446777
	Iteration 75Q: 3 clusters Score -173693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173695.125000 Penalty: 3736.446777
	Iteration 76Q: 3 clusters Score -173695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -173696.265625 Penalty: 3736.446777
	Iteration 77Q: 3 clusters Score -173696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -173696.265625 Penalty: 3736.446777
	Iteration 78F: 3 clusters Score -173696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Entering Unmasked Estep 
Score: -1277481.125000 Penalty: 2362.544922
	Iteration 0F: 2 clusters Score -1277481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1267497.625000 Penalty: 4725.089844
	Iteration 0F: 3 clusters Score -1267498 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1270588.125000 Penalty: 4725.089844
	Iteration 1F: 3 clusters Score -1270588 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1270925.875000 Penalty: 4725.089844
	Iteration 2F: 3 clusters Score -1270926 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1271205.375000 Penalty: 4725.089844
	Iteration 3Q: 3 clusters Score -1271205 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1271420.875000 Penalty: 4725.089844
	Iteration 4Q: 3 clusters Score -1271421 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1271630.000000 Penalty: 4725.089844
	Iteration 5Q: 3 clusters Score -1271630 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1271852.375000 Penalty: 4725.089844
	Iteration 6Q: 3 clusters Score -1271852 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1272020.375000 Penalty: 4725.089844
	Iteration 7Q: 3 clusters Score -1272020 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1272166.750000 Penalty: 4725.089844
	Iteration 8Q: 3 clusters Score -1272167 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1272319.625000 Penalty: 4725.089844
	Iteration 9Q: 3 clusters Score -1272320 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1272469.125000 Penalty: 4725.089844
	Iteration 10Q: 3 clusters Score -1272469 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1272656.500000 Penalty: 4725.089844
	Iteration 11Q: 3 clusters Score -1272656 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1272843.750000 Penalty: 4725.089844
	Iteration 12Q: 3 clusters Score -1272844 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1273035.750000 Penalty: 4725.089844
	Iteration 13Q: 3 clusters Score -1273036 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1273228.250000 Penalty: 4725.089844
	Iteration 14Q: 3 clusters Score -1273228 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1273470.250000 Penalty: 4725.089844
	Iteration 15Q: 3 clusters Score -1273470 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1273715.750000 Penalty: 4725.089844
	Iteration 16Q: 3 clusters Score -1273716 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1273950.500000 Penalty: 4725.089844
	Iteration 17Q: 3 clusters Score -1273950 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1274218.875000 Penalty: 4725.089844
	Iteration 18Q: 3 clusters Score -1274219 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1274441.250000 Penalty: 4725.089844
	Iteration 19Q: 3 clusters Score -1274441 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1274601.625000 Penalty: 4725.089844
	Iteration 20F: 3 clusters Score -1274602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1274727.750000 Penalty: 4725.089844
	Iteration 21Q: 3 clusters Score -1274728 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1274831.250000 Penalty: 4725.089844
	Iteration 22Q: 3 clusters Score -1274831 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1274927.250000 Penalty: 4725.089844
	Iteration 23Q: 3 clusters Score -1274927 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1275009.875000 Penalty: 4725.089844
	Iteration 24Q: 3 clusters Score -1275010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1275075.000000 Penalty: 4725.089844
	Iteration 25Q: 3 clusters Score -1275075 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1275127.375000 Penalty: 4725.089844
	Iteration 26Q: 3 clusters Score -1275127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1275168.625000 Penalty: 4725.089844
	Iteration 27Q: 3 clusters Score -1275169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1275211.125000 Penalty: 4725.089844
	Iteration 28Q: 3 clusters Score -1275211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1275253.375000 Penalty: 4725.089844
	Iteration 29Q: 3 clusters Score -1275253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1275288.000000 Penalty: 4725.089844
	Iteration 30Q: 3 clusters Score -1275288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1275317.500000 Penalty: 4725.089844
	Iteration 31Q: 3 clusters Score -1275318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1275346.125000 Penalty: 4725.089844
	Iteration 32Q: 3 clusters Score -1275346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1275368.625000 Penalty: 4725.089844
	Iteration 33Q: 3 clusters Score -1275369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1275386.000000 Penalty: 4725.089844
	Iteration 34Q: 3 clusters Score -1275386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1275401.250000 Penalty: 4725.089844
	Iteration 35Q: 3 clusters Score -1275401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1275415.500000 Penalty: 4725.089844
	Iteration 36Q: 3 clusters Score -1275416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1275432.625000 Penalty: 4725.089844
	Iteration 37Q: 3 clusters Score -1275433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1275447.875000 Penalty: 4725.089844
	Iteration 38Q: 3 clusters Score -1275448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1275460.375000 Penalty: 4725.089844
	Iteration 39Q: 3 clusters Score -1275460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1275472.875000 Penalty: 4725.089844
	Iteration 40F: 3 clusters Score -1275473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1275479.875000 Penalty: 4725.089844
	Iteration 41Q: 3 clusters Score -1275480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1275486.000000 Penalty: 4725.089844
	Iteration 42Q: 3 clusters Score -1275486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1275500.625000 Penalty: 4725.089844
	Iteration 43Q: 3 clusters Score -1275501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1275512.625000 Penalty: 4725.089844
	Iteration 44Q: 3 clusters Score -1275513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1275520.625000 Penalty: 4725.089844
	Iteration 45Q: 3 clusters Score -1275521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1275522.125000 Penalty: 4725.089844
	Iteration 46Q: 3 clusters Score -1275522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1275524.750000 Penalty: 4725.089844
	Iteration 47Q: 3 clusters Score -1275525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1275527.000000 Penalty: 4725.089844
	Iteration 48Q: 3 clusters Score -1275527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1275534.125000 Penalty: 4725.089844
	Iteration 49Q: 3 clusters Score -1275534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1275537.500000 Penalty: 4725.089844
	Iteration 50Q: 3 clusters Score -1275538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1275541.125000 Penalty: 4725.089844
	Iteration 51Q: 3 clusters Score -1275541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1275543.500000 Penalty: 4725.089844
	Iteration 52Q: 3 clusters Score -1275544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1275544.250000 Penalty: 4725.089844
	Iteration 53Q: 3 clusters Score -1275544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1275544.125000 Penalty: 4725.089844
	Iteration 54Q: 3 clusters Score -1275544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1275545.000000 Penalty: 4725.089844
	Iteration 55Q: 3 clusters Score -1275545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1275544.750000 Penalty: 4725.089844
	Iteration 56Q: 3 clusters Score -1275545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1275544.750000 Penalty: 4725.089844
	Iteration 57F: 3 clusters Score -1275545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -127554.312500 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -127554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -125347.195312 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -125347.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125695.343750 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -125695.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125786.296875 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -125786.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125834.453125 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -125834.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125856.500000 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -125856.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -125869.507812 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -125869.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125872.250000 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -125872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125873.054688 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -125873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125873.054688 Penalty: 3579.852051
	Iteration 8F: 3 clusters Score -125873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -306123.468750 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -306123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -302695.218750 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -302695.2 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -303372.625000 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -303372.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -303533.656250 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -303533.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303629.218750 Penalty: 4011.926758
	Iteration 3Q: 3 clusters Score -303629.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -303685.281250 Penalty: 4011.926758
	Iteration 4Q: 3 clusters Score -303685.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -303733.031250 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -303733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -303775.125000 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -303775.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -303799.000000 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -303799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303815.593750 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -303815.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -303831.843750 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -303831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -303850.750000 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -303850.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -303876.781250 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -303876.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -303909.406250 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -303909.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -303938.437500 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -303938.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -303973.281250 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -303973.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304005.500000 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -304005.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -304039.562500 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -304039.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304069.218750 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -304069.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -304108.187500 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -304108.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -304159.031250 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -304159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -304197.406250 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -304197.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -304240.781250 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -304240.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304285.718750 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -304285.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -304323.937500 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -304323.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -304358.312500 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -304358.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -304392.000000 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -304392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -304423.312500 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -304423.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -304455.093750 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -304455.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -304485.562500 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -304485.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -304514.468750 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -304514.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -304539.218750 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -304539.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -304564.406250 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -304564.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -304585.906250 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -304585.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -304606.875000 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -304606.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -304620.125000 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -304620.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -304625.750000 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -304625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -304632.593750 Penalty: 4011.926758
	Iteration 36Q: 3 clusters Score -304632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -304639.656250 Penalty: 4011.926758
	Iteration 37Q: 3 clusters Score -304639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -304645.718750 Penalty: 4011.926758
	Iteration 38Q: 3 clusters Score -304645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -304648.812500 Penalty: 4011.926758
	Iteration 39Q: 3 clusters Score -304648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -304655.375000 Penalty: 4011.926758
	Iteration 40F: 3 clusters Score -304655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -304660.343750 Penalty: 4011.926758
	Iteration 41Q: 3 clusters Score -304660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -304665.468750 Penalty: 4011.926758
	Iteration 42Q: 3 clusters Score -304665.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -304668.375000 Penalty: 4011.926758
	Iteration 43Q: 3 clusters Score -304668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -304671.875000 Penalty: 4011.926758
	Iteration 44Q: 3 clusters Score -304671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -304675.843750 Penalty: 4011.926758
	Iteration 45Q: 3 clusters Score -304675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304675.593750 Penalty: 4011.926758
	Iteration 46Q: 3 clusters Score -304675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304676.687500 Penalty: 4011.926758
	Iteration 47Q: 3 clusters Score -304676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304676.687500 Penalty: 4011.926758
	Iteration 48F: 3 clusters Score -304676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Entering Unmasked Estep 
Score: -3943308.750000 Penalty: 2629.128418
	Iteration 0F: 2 clusters Score -3943309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3916091.000000 Penalty: 5258.256836
	Iteration 0F: 3 clusters Score -3916091 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3926686.000000 Penalty: 5258.256836
	Iteration 1F: 3 clusters Score -3926686 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3927782.500000 Penalty: 5258.256836
	Iteration 2F: 3 clusters Score -3927782 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3929207.250000 Penalty: 5258.256836
	Iteration 3F: 3 clusters Score -3929207 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3930996.750000 Penalty: 5258.256836
	Iteration 4F: 3 clusters Score -3930997 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3933051.750000 Penalty: 5258.256836
	Iteration 5F: 3 clusters Score -3933052 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3934963.250000 Penalty: 5258.256836
	Iteration 6F: 3 clusters Score -3934963 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3936595.000000 Penalty: 5258.256836
	Iteration 7F: 3 clusters Score -3936595 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3937873.750000 Penalty: 5258.256836
	Iteration 8Q: 3 clusters Score -3937874 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3938848.500000 Penalty: 5258.256836
	Iteration 9Q: 3 clusters Score -3938848 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3939502.250000 Penalty: 5258.256836
	Iteration 10Q: 3 clusters Score -3939502 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3939943.750000 Penalty: 5258.256836
	Iteration 11Q: 3 clusters Score -3939944 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3940223.000000 Penalty: 5258.256836
	Iteration 12Q: 3 clusters Score -3940223 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3940394.250000 Penalty: 5258.256836
	Iteration 13Q: 3 clusters Score -3940394 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3940559.500000 Penalty: 5258.256836
	Iteration 14Q: 3 clusters Score -3940560 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3940700.750000 Penalty: 5258.256836
	Iteration 15Q: 3 clusters Score -3940701 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3940819.750000 Penalty: 5258.256836
	Iteration 16Q: 3 clusters Score -3940820 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3940911.000000 Penalty: 5258.256836
	Iteration 17Q: 3 clusters Score -3940911 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3941008.500000 Penalty: 5258.256836
	Iteration 18Q: 3 clusters Score -3941008 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3941097.000000 Penalty: 5258.256836
	Iteration 19Q: 3 clusters Score -3941097 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3941173.000000 Penalty: 5258.256836
	Iteration 20F: 3 clusters Score -3941173 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3941237.500000 Penalty: 5258.256836
	Iteration 21Q: 3 clusters Score -3941238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3941294.500000 Penalty: 5258.256836
	Iteration 22Q: 3 clusters Score -3941294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3941354.500000 Penalty: 5258.256836
	Iteration 23Q: 3 clusters Score -3941354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3941422.250000 Penalty: 5258.256836
	Iteration 24Q: 3 clusters Score -3941422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3941462.500000 Penalty: 5258.256836
	Iteration 25Q: 3 clusters Score -3941462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3941517.000000 Penalty: 5258.256836
	Iteration 26Q: 3 clusters Score -3941517 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3941547.750000 Penalty: 5258.256836
	Iteration 27Q: 3 clusters Score -3941548 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3941570.000000 Penalty: 5258.256836
	Iteration 28Q: 3 clusters Score -3941570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3941585.000000 Penalty: 5258.256836
	Iteration 29Q: 3 clusters Score -3941585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3941603.000000 Penalty: 5258.256836
	Iteration 30Q: 3 clusters Score -3941603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3941632.500000 Penalty: 5258.256836
	Iteration 31Q: 3 clusters Score -3941632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3941643.250000 Penalty: 5258.256836
	Iteration 32Q: 3 clusters Score -3941643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3941662.250000 Penalty: 5258.256836
	Iteration 33Q: 3 clusters Score -3941662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3941678.000000 Penalty: 5258.256836
	Iteration 34Q: 3 clusters Score -3941678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3941695.000000 Penalty: 5258.256836
	Iteration 35Q: 3 clusters Score -3941695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3941695.750000 Penalty: 5258.256836
	Iteration 36Q: 3 clusters Score -3941696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3941695.500000 Penalty: 5258.256836
	Iteration 37Q: 3 clusters Score -3941696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3941705.750000 Penalty: 5258.256836
	Iteration 38Q: 3 clusters Score -3941706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3941720.500000 Penalty: 5258.256836
	Iteration 39Q: 3 clusters Score -3941720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3941729.500000 Penalty: 5258.256836
	Iteration 40F: 3 clusters Score -3941730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3941732.500000 Penalty: 5258.256836
	Iteration 41Q: 3 clusters Score -3941732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3941741.000000 Penalty: 5258.256836
	Iteration 42Q: 3 clusters Score -3941741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3941748.500000 Penalty: 5258.256836
	Iteration 43Q: 3 clusters Score -3941748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3941744.500000 Penalty: 5258.256836
	Iteration 44Q: 3 clusters Score -3941744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3941743.000000 Penalty: 5258.256836
	Iteration 45Q: 3 clusters Score -3941743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3941752.250000 Penalty: 5258.256836
	Iteration 46Q: 3 clusters Score -3941752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3941760.750000 Penalty: 5258.256836
	Iteration 47Q: 3 clusters Score -3941761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3941768.250000 Penalty: 5258.256836
	Iteration 48Q: 3 clusters Score -3941768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3941771.000000 Penalty: 5258.256836
	Iteration 49Q: 3 clusters Score -3941771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3941778.500000 Penalty: 5258.256836
	Iteration 50Q: 3 clusters Score -3941778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3941773.250000 Penalty: 5258.256836
	Iteration 51Q: 3 clusters Score -3941773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3941770.000000 Penalty: 5258.256836
	Iteration 52Q: 3 clusters Score -3941770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3941774.000000 Penalty: 5258.256836
	Iteration 53Q: 3 clusters Score -3941774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3941774.250000 Penalty: 5258.256836
	Iteration 54Q: 3 clusters Score -3941774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3941780.750000 Penalty: 5258.256836
	Iteration 55Q: 3 clusters Score -3941781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3941780.250000 Penalty: 5258.256836
	Iteration 56Q: 3 clusters Score -3941780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3941779.250000 Penalty: 5258.256836
	Iteration 57Q: 3 clusters Score -3941779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3941778.750000 Penalty: 5258.256836
	Iteration 58Q: 3 clusters Score -3941779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3941778.250000 Penalty: 5258.256836
	Iteration 59Q: 3 clusters Score -3941778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3941777.500000 Penalty: 5258.256836
	Iteration 60F: 3 clusters Score -3941778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3941781.750000 Penalty: 5258.256836
	Iteration 61Q: 3 clusters Score -3941782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3941785.500000 Penalty: 5258.256836
	Iteration 62Q: 3 clusters Score -3941786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3941783.250000 Penalty: 5258.256836
	Iteration 63Q: 3 clusters Score -3941783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3941788.000000 Penalty: 5258.256836
	Iteration 64Q: 3 clusters Score -3941788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3941792.000000 Penalty: 5258.256836
	Iteration 65Q: 3 clusters Score -3941792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3941792.500000 Penalty: 5258.256836
	Iteration 66Q: 3 clusters Score -3941792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3941794.000000 Penalty: 5258.256836
	Iteration 67Q: 3 clusters Score -3941794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3941794.250000 Penalty: 5258.256836
	Iteration 68Q: 3 clusters Score -3941794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3941796.500000 Penalty: 5258.256836
	Iteration 69Q: 3 clusters Score -3941796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3941796.250000 Penalty: 5258.256836
	Iteration 70Q: 3 clusters Score -3941796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3941795.000000 Penalty: 5258.256836
	Iteration 71Q: 3 clusters Score -3941795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3941794.750000 Penalty: 5258.256836
	Iteration 72Q: 3 clusters Score -3941795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3941800.250000 Penalty: 5258.256836
	Iteration 73Q: 3 clusters Score -3941800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3941807.500000 Penalty: 5258.256836
	Iteration 74Q: 3 clusters Score -3941808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3941806.250000 Penalty: 5258.256836
	Iteration 75Q: 3 clusters Score -3941806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3941807.500000 Penalty: 5258.256836
	Iteration 76Q: 3 clusters Score -3941808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3941805.750000 Penalty: 5258.256836
	Iteration 77Q: 3 clusters Score -3941806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3941805.750000 Penalty: 5258.256836
	Iteration 78F: 3 clusters Score -3941806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -274544.500000 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -274544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271314.343750 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -271314.3 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271988.625000 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -271988.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -272140.406250 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -272140.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272227.468750 Penalty: 3966.173340
	Iteration 3Q: 3 clusters Score -272227.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -272278.531250 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -272278.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -272319.593750 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -272319.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -272372.312500 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -272372.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -272436.750000 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -272436.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -272491.062500 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -272491.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -272556.437500 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -272556.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -272635.437500 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -272635.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -272735.781250 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -272735.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -272850.312500 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -272850.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273000.906250 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -273000.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -273186.750000 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -273186.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -273364.562500 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -273364.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -273512.531250 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -273512.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273679.968750 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -273680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273839.843750 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -273839.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -273994.031250 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -273994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -274113.656250 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -274113.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -274219.843750 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -274219.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -274291.781250 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -274291.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -274360.656250 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -274360.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -274399.031250 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -274399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -274422.656250 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -274422.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -274439.625000 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -274439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -274458.968750 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -274459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -274482.093750 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -274482.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -274492.281250 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -274492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -274498.375000 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -274498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -274502.937500 Penalty: 3966.173340
	Iteration 31Q: 3 clusters Score -274502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -274508.406250 Penalty: 3966.173340
	Iteration 32Q: 3 clusters Score -274508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -274511.093750 Penalty: 3966.173340
	Iteration 33Q: 3 clusters Score -274511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -274517.250000 Penalty: 3966.173340
	Iteration 34Q: 3 clusters Score -274517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -274521.687500 Penalty: 3966.173340
	Iteration 35Q: 3 clusters Score -274521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -274523.625000 Penalty: 3966.173340
	Iteration 36Q: 3 clusters Score -274523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -274525.562500 Penalty: 3966.173340
	Iteration 37Q: 3 clusters Score -274525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -274527.562500 Penalty: 3966.173340
	Iteration 38Q: 3 clusters Score -274527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -274528.593750 Penalty: 3966.173340
	Iteration 39Q: 3 clusters Score -274528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -274529.281250 Penalty: 3966.173340
	Iteration 40F: 3 clusters Score -274529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -274530.531250 Penalty: 3966.173340
	Iteration 41Q: 3 clusters Score -274530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -274532.687500 Penalty: 3966.173340
	Iteration 42Q: 3 clusters Score -274532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -274532.968750 Penalty: 3966.173340
	Iteration 43Q: 3 clusters Score -274533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -274532.968750 Penalty: 3966.173340
	Iteration 44F: 3 clusters Score -274533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Entering Unmasked Estep 
Score: -2288705.250000 Penalty: 2482.838379
	Iteration 0F: 2 clusters Score -2288705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2273173.500000 Penalty: 4965.676758
	Iteration 0F: 3 clusters Score -2273174 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2278457.250000 Penalty: 4965.676758
	Iteration 1F: 3 clusters Score -2278457 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2279042.750000 Penalty: 4965.676758
	Iteration 2F: 3 clusters Score -2279043 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2279651.000000 Penalty: 4965.676758
	Iteration 3F: 3 clusters Score -2279651 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2280408.250000 Penalty: 4965.676758
	Iteration 4F: 3 clusters Score -2280408 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2281370.500000 Penalty: 4965.676758
	Iteration 5F: 3 clusters Score -2281370 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2282467.000000 Penalty: 4965.676758
	Iteration 6F: 3 clusters Score -2282467 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2283483.500000 Penalty: 4965.676758
	Iteration 7F: 3 clusters Score -2283484 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2284208.500000 Penalty: 4965.676758
	Iteration 8F: 3 clusters Score -2284208 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2284624.000000 Penalty: 4965.676758
	Iteration 9Q: 3 clusters Score -2284624 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2284948.000000 Penalty: 4965.676758
	Iteration 10Q: 3 clusters Score -2284948 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2285183.000000 Penalty: 4965.676758
	Iteration 11Q: 3 clusters Score -2285183 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2285346.750000 Penalty: 4965.676758
	Iteration 12Q: 3 clusters Score -2285347 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2285483.750000 Penalty: 4965.676758
	Iteration 13Q: 3 clusters Score -2285484 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2285612.500000 Penalty: 4965.676758
	Iteration 14Q: 3 clusters Score -2285612 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2285734.000000 Penalty: 4965.676758
	Iteration 15Q: 3 clusters Score -2285734 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2285846.750000 Penalty: 4965.676758
	Iteration 16Q: 3 clusters Score -2285847 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2285932.000000 Penalty: 4965.676758
	Iteration 17Q: 3 clusters Score -2285932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2286020.250000 Penalty: 4965.676758
	Iteration 18Q: 3 clusters Score -2286020 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2286094.750000 Penalty: 4965.676758
	Iteration 19Q: 3 clusters Score -2286095 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2286137.000000 Penalty: 4965.676758
	Iteration 20F: 3 clusters Score -2286137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2286183.250000 Penalty: 4965.676758
	Iteration 21Q: 3 clusters Score -2286183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2286224.250000 Penalty: 4965.676758
	Iteration 22Q: 3 clusters Score -2286224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2286277.500000 Penalty: 4965.676758
	Iteration 23Q: 3 clusters Score -2286278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2286332.000000 Penalty: 4965.676758
	Iteration 24Q: 3 clusters Score -2286332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2286397.750000 Penalty: 4965.676758
	Iteration 25Q: 3 clusters Score -2286398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2286449.000000 Penalty: 4965.676758
	Iteration 26Q: 3 clusters Score -2286449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2286504.500000 Penalty: 4965.676758
	Iteration 27Q: 3 clusters Score -2286504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2286549.750000 Penalty: 4965.676758
	Iteration 28Q: 3 clusters Score -2286550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2286594.750000 Penalty: 4965.676758
	Iteration 29Q: 3 clusters Score -2286595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2286629.250000 Penalty: 4965.676758
	Iteration 30Q: 3 clusters Score -2286629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2286656.750000 Penalty: 4965.676758
	Iteration 31Q: 3 clusters Score -2286657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2286673.000000 Penalty: 4965.676758
	Iteration 32Q: 3 clusters Score -2286673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2286686.750000 Penalty: 4965.676758
	Iteration 33Q: 3 clusters Score -2286687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2286703.000000 Penalty: 4965.676758
	Iteration 34Q: 3 clusters Score -2286703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2286714.250000 Penalty: 4965.676758
	Iteration 35Q: 3 clusters Score -2286714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2286723.250000 Penalty: 4965.676758
	Iteration 36Q: 3 clusters Score -2286723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2286727.500000 Penalty: 4965.676758
	Iteration 37Q: 3 clusters Score -2286728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2286729.750000 Penalty: 4965.676758
	Iteration 38Q: 3 clusters Score -2286730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2286734.250000 Penalty: 4965.676758
	Iteration 39Q: 3 clusters Score -2286734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2286734.750000 Penalty: 4965.676758
	Iteration 40F: 3 clusters Score -2286735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2286739.250000 Penalty: 4965.676758
	Iteration 41Q: 3 clusters Score -2286739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2286741.500000 Penalty: 4965.676758
	Iteration 42Q: 3 clusters Score -2286742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2286743.000000 Penalty: 4965.676758
	Iteration 43Q: 3 clusters Score -2286743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2286750.000000 Penalty: 4965.676758
	Iteration 44Q: 3 clusters Score -2286750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2286752.000000 Penalty: 4965.676758
	Iteration 45Q: 3 clusters Score -2286752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2286756.250000 Penalty: 4965.676758
	Iteration 46Q: 3 clusters Score -2286756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2286762.250000 Penalty: 4965.676758
	Iteration 47Q: 3 clusters Score -2286762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2286765.500000 Penalty: 4965.676758
	Iteration 48Q: 3 clusters Score -2286766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2286769.250000 Penalty: 4965.676758
	Iteration 49Q: 3 clusters Score -2286769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2286772.750000 Penalty: 4965.676758
	Iteration 50Q: 3 clusters Score -2286773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2286775.750000 Penalty: 4965.676758
	Iteration 51Q: 3 clusters Score -2286776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2286781.500000 Penalty: 4965.676758
	Iteration 52Q: 3 clusters Score -2286782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2286779.500000 Penalty: 4965.676758
	Iteration 53Q: 3 clusters Score -2286780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2286781.000000 Penalty: 4965.676758
	Iteration 54Q: 3 clusters Score -2286781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2286781.250000 Penalty: 4965.676758
	Iteration 55Q: 3 clusters Score -2286781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2286782.250000 Penalty: 4965.676758
	Iteration 56Q: 3 clusters Score -2286782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2286785.750000 Penalty: 4965.676758
	Iteration 57Q: 3 clusters Score -2286786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2286784.750000 Penalty: 4965.676758
	Iteration 58Q: 3 clusters Score -2286785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2286790.250000 Penalty: 4965.676758
	Iteration 59Q: 3 clusters Score -2286790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2286792.750000 Penalty: 4965.676758
	Iteration 60F: 3 clusters Score -2286793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2286792.750000 Penalty: 4965.676758
	Iteration 61Q: 3 clusters Score -2286793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2286792.750000 Penalty: 4965.676758
	Iteration 62F: 3 clusters Score -2286793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Entering Unmasked Estep 
Score: -9820100.000000 Penalty: 2857.692871
	Iteration 0F: 2 clusters Score -9820100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -9752735.000000 Penalty: 5715.385742
	Iteration 0F: 3 clusters Score -9752735 nChanged 47926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -9780412.000000 Penalty: 5715.385742
	Iteration 1F: 3 clusters Score -9780412 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -9781835.000000 Penalty: 5715.385742
	Iteration 2Q: 3 clusters Score -9781835 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -9783892.000000 Penalty: 5715.385742
	Iteration 3Q: 3 clusters Score -9783892 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -9786911.000000 Penalty: 5715.385742
	Iteration 4F: 3 clusters Score -9786911 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -9790962.000000 Penalty: 5715.385742
	Iteration 5F: 3 clusters Score -9790962 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -9795793.000000 Penalty: 5715.385742
	Iteration 6F: 3 clusters Score -9795793 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -9800652.000000 Penalty: 5715.385742
	Iteration 7F: 3 clusters Score -9800652 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -9804949.000000 Penalty: 5715.385742
	Iteration 8F: 3 clusters Score -9804949 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -9808659.000000 Penalty: 5715.385742
	Iteration 9F: 3 clusters Score -9808659 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -9811709.000000 Penalty: 5715.385742
	Iteration 10Q: 3 clusters Score -9811709 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -9814206.000000 Penalty: 5715.385742
	Iteration 11Q: 3 clusters Score -9814206 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -9815824.000000 Penalty: 5715.385742
	Iteration 12Q: 3 clusters Score -9815824 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -9816839.000000 Penalty: 5715.385742
	Iteration 13Q: 3 clusters Score -9816839 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -9817280.000000 Penalty: 5715.385742
	Iteration 14Q: 3 clusters Score -9817280 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -9817485.000000 Penalty: 5715.385742
	Iteration 15Q: 3 clusters Score -9817485 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -9817601.000000 Penalty: 5715.385742
	Iteration 16Q: 3 clusters Score -9817601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -9817662.000000 Penalty: 5715.385742
	Iteration 17Q: 3 clusters Score -9817662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -9817683.000000 Penalty: 5715.385742
	Iteration 18Q: 3 clusters Score -9817683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -9817708.000000 Penalty: 5715.385742
	Iteration 19Q: 3 clusters Score -9817708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -9817721.000000 Penalty: 5715.385742
	Iteration 20F: 3 clusters Score -9817721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 100388 members 
Entering Unmasked Estep 
Score: -9817726.000000 Penalty: 5715.385742
	Iteration 21Q: 3 clusters Score -9817726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -9817749.000000 Penalty: 5715.385742
	Iteration 22Q: 3 clusters Score -9817749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -9817766.000000 Penalty: 5715.385742
	Iteration 23Q: 3 clusters Score -9817766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -9817775.000000 Penalty: 5715.385742
	Iteration 24Q: 3 clusters Score -9817775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -9817776.000000 Penalty: 5715.385742
	Iteration 25Q: 3 clusters Score -9817776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -9817774.000000 Penalty: 5715.385742
	Iteration 26Q: 3 clusters Score -9817774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -9817775.000000 Penalty: 5715.385742
	Iteration 27Q: 3 clusters Score -9817775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -9817775.000000 Penalty: 5715.385742
	Iteration 28F: 3 clusters Score -9817775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Entering Unmasked Estep 
Score: -1574630.500000 Penalty: 2409.391602
	Iteration 0F: 2 clusters Score -1574630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1562862.625000 Penalty: 4818.783203
	Iteration 0F: 3 clusters Score -1562863 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1566645.875000 Penalty: 4818.783203
	Iteration 1F: 3 clusters Score -1566646 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1567302.125000 Penalty: 4818.783203
	Iteration 2F: 3 clusters Score -1567302 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1568037.750000 Penalty: 4818.783203
	Iteration 3F: 3 clusters Score -1568038 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1568942.125000 Penalty: 4818.783203
	Iteration 4F: 3 clusters Score -1568942 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1569993.250000 Penalty: 4818.783203
	Iteration 5F: 3 clusters Score -1569993 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1571178.000000 Penalty: 4818.783203
	Iteration 6F: 3 clusters Score -1571178 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1572397.625000 Penalty: 4818.783203
	Iteration 7F: 3 clusters Score -1572398 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1573284.500000 Penalty: 4818.783203
	Iteration 8F: 3 clusters Score -1573284 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1573742.125000 Penalty: 4818.783203
	Iteration 9Q: 3 clusters Score -1573742 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1573978.625000 Penalty: 4818.783203
	Iteration 10Q: 3 clusters Score -1573979 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1574137.500000 Penalty: 4818.783203
	Iteration 11Q: 3 clusters Score -1574138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1574265.000000 Penalty: 4818.783203
	Iteration 12Q: 3 clusters Score -1574265 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1574409.125000 Penalty: 4818.783203
	Iteration 13Q: 3 clusters Score -1574409 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1574521.500000 Penalty: 4818.783203
	Iteration 14Q: 3 clusters Score -1574522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1574625.875000 Penalty: 4818.783203
	Iteration 15Q: 3 clusters Score -1574626 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1574701.125000 Penalty: 4818.783203
	Iteration 16Q: 3 clusters Score -1574701 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1574758.000000 Penalty: 4818.783203
	Iteration 17Q: 3 clusters Score -1574758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1574809.875000 Penalty: 4818.783203
	Iteration 18Q: 3 clusters Score -1574810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1574834.125000 Penalty: 4818.783203
	Iteration 19Q: 3 clusters Score -1574834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1574854.750000 Penalty: 4818.783203
	Iteration 20F: 3 clusters Score -1574855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1574869.500000 Penalty: 4818.783203
	Iteration 21Q: 3 clusters Score -1574870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1574892.500000 Penalty: 4818.783203
	Iteration 22Q: 3 clusters Score -1574892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1574908.125000 Penalty: 4818.783203
	Iteration 23Q: 3 clusters Score -1574908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1574919.500000 Penalty: 4818.783203
	Iteration 24Q: 3 clusters Score -1574920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1574934.375000 Penalty: 4818.783203
	Iteration 25Q: 3 clusters Score -1574934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1574957.000000 Penalty: 4818.783203
	Iteration 26Q: 3 clusters Score -1574957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1574986.000000 Penalty: 4818.783203
	Iteration 27Q: 3 clusters Score -1574986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1575014.125000 Penalty: 4818.783203
	Iteration 28Q: 3 clusters Score -1575014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1575040.375000 Penalty: 4818.783203
	Iteration 29Q: 3 clusters Score -1575040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1575063.500000 Penalty: 4818.783203
	Iteration 30Q: 3 clusters Score -1575064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1575072.250000 Penalty: 4818.783203
	Iteration 31Q: 3 clusters Score -1575072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1575078.875000 Penalty: 4818.783203
	Iteration 32Q: 3 clusters Score -1575079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1575084.625000 Penalty: 4818.783203
	Iteration 33Q: 3 clusters Score -1575085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1575085.625000 Penalty: 4818.783203
	Iteration 34Q: 3 clusters Score -1575086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1575088.250000 Penalty: 4818.783203
	Iteration 35Q: 3 clusters Score -1575088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1575091.250000 Penalty: 4818.783203
	Iteration 36Q: 3 clusters Score -1575091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1575090.750000 Penalty: 4818.783203
	Iteration 37Q: 3 clusters Score -1575091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1575089.875000 Penalty: 4818.783203
	Iteration 38Q: 3 clusters Score -1575090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1575087.750000 Penalty: 4818.783203
	Iteration 39Q: 3 clusters Score -1575088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1575089.750000 Penalty: 4818.783203
	Iteration 40F: 3 clusters Score -1575090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1575088.500000 Penalty: 4818.783203
	Iteration 41Q: 3 clusters Score -1575088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1575088.500000 Penalty: 4818.783203
	Iteration 42F: 3 clusters Score -1575088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64061 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101008 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21339 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33575 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 2288 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Mstep: Class 46 contains 6306 members 
Entering Unmasked Estep 
Score: -58953924.000000 Penalty: 152269.187500
Splitting cluster 18 changes total score from -58954508.000000 to -58953924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Entering Unmasked Estep 
Score: -1091984.750000 Penalty: 2304.693115
	Iteration 0F: 2 clusters Score -1091985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1083693.750000 Penalty: 4609.386230
	Iteration 0F: 3 clusters Score -1083694 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1086152.250000 Penalty: 4609.386230
	Iteration 1F: 3 clusters Score -1086152 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1086452.500000 Penalty: 4609.386230
	Iteration 2F: 3 clusters Score -1086452 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1086656.250000 Penalty: 4609.386230
	Iteration 3Q: 3 clusters Score -1086656 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1086801.000000 Penalty: 4609.386230
	Iteration 4Q: 3 clusters Score -1086801 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1086911.750000 Penalty: 4609.386230
	Iteration 5Q: 3 clusters Score -1086912 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1087028.375000 Penalty: 4609.386230
	Iteration 6Q: 3 clusters Score -1087028 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1087141.500000 Penalty: 4609.386230
	Iteration 7Q: 3 clusters Score -1087142 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1087246.000000 Penalty: 4609.386230
	Iteration 8Q: 3 clusters Score -1087246 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1087375.250000 Penalty: 4609.386230
	Iteration 9Q: 3 clusters Score -1087375 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1087535.000000 Penalty: 4609.386230
	Iteration 10Q: 3 clusters Score -1087535 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1087751.250000 Penalty: 4609.386230
	Iteration 11Q: 3 clusters Score -1087751 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1088026.625000 Penalty: 4609.386230
	Iteration 12Q: 3 clusters Score -1088027 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1088353.250000 Penalty: 4609.386230
	Iteration 13Q: 3 clusters Score -1088353 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1088683.125000 Penalty: 4609.386230
	Iteration 14Q: 3 clusters Score -1088683 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1088988.375000 Penalty: 4609.386230
	Iteration 15Q: 3 clusters Score -1088988 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1089238.875000 Penalty: 4609.386230
	Iteration 16Q: 3 clusters Score -1089239 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1089437.875000 Penalty: 4609.386230
	Iteration 17Q: 3 clusters Score -1089438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1089592.250000 Penalty: 4609.386230
	Iteration 18Q: 3 clusters Score -1089592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1089681.875000 Penalty: 4609.386230
	Iteration 19Q: 3 clusters Score -1089682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1089753.875000 Penalty: 4609.386230
	Iteration 20F: 3 clusters Score -1089754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1089811.000000 Penalty: 4609.386230
	Iteration 21Q: 3 clusters Score -1089811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1089853.875000 Penalty: 4609.386230
	Iteration 22Q: 3 clusters Score -1089854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1089888.375000 Penalty: 4609.386230
	Iteration 23Q: 3 clusters Score -1089888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1089911.750000 Penalty: 4609.386230
	Iteration 24Q: 3 clusters Score -1089912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1089921.375000 Penalty: 4609.386230
	Iteration 25Q: 3 clusters Score -1089921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1089931.625000 Penalty: 4609.386230
	Iteration 26Q: 3 clusters Score -1089932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1089940.375000 Penalty: 4609.386230
	Iteration 27Q: 3 clusters Score -1089940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1089945.375000 Penalty: 4609.386230
	Iteration 28Q: 3 clusters Score -1089945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1089950.500000 Penalty: 4609.386230
	Iteration 29Q: 3 clusters Score -1089950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1089953.875000 Penalty: 4609.386230
	Iteration 30Q: 3 clusters Score -1089954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1089953.750000 Penalty: 4609.386230
	Iteration 31Q: 3 clusters Score -1089954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1089953.500000 Penalty: 4609.386230
	Iteration 32Q: 3 clusters Score -1089954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1089954.125000 Penalty: 4609.386230
	Iteration 33Q: 3 clusters Score -1089954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1089955.750000 Penalty: 4609.386230
	Iteration 34Q: 3 clusters Score -1089956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1089955.750000 Penalty: 4609.386230
	Iteration 35F: 3 clusters Score -1089956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Entering Unmasked Estep 
Score: -1109665.500000 Penalty: 2339.662842
	Iteration 0F: 2 clusters Score -1109666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1100409.000000 Penalty: 4679.325684
	Iteration 0F: 3 clusters Score -1100409 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1103377.750000 Penalty: 4679.325684
	Iteration 1F: 3 clusters Score -1103378 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1103861.625000 Penalty: 4679.325684
	Iteration 2F: 3 clusters Score -1103862 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1104299.625000 Penalty: 4679.325684
	Iteration 3F: 3 clusters Score -1104300 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1104700.375000 Penalty: 4679.325684
	Iteration 4F: 3 clusters Score -1104700 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1105132.125000 Penalty: 4679.325684
	Iteration 5F: 3 clusters Score -1105132 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1105614.625000 Penalty: 4679.325684
	Iteration 6F: 3 clusters Score -1105615 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1106111.125000 Penalty: 4679.325684
	Iteration 7F: 3 clusters Score -1106111 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1106638.500000 Penalty: 4679.325684
	Iteration 8F: 3 clusters Score -1106638 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1107104.250000 Penalty: 4679.325684
	Iteration 9F: 3 clusters Score -1107104 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1107445.375000 Penalty: 4679.325684
	Iteration 10Q: 3 clusters Score -1107445 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1107661.625000 Penalty: 4679.325684
	Iteration 11Q: 3 clusters Score -1107662 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1107793.375000 Penalty: 4679.325684
	Iteration 12Q: 3 clusters Score -1107793 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1107868.500000 Penalty: 4679.325684
	Iteration 13Q: 3 clusters Score -1107868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1107922.875000 Penalty: 4679.325684
	Iteration 14Q: 3 clusters Score -1107923 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1107962.625000 Penalty: 4679.325684
	Iteration 15Q: 3 clusters Score -1107963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1107994.875000 Penalty: 4679.325684
	Iteration 16Q: 3 clusters Score -1107995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1108036.750000 Penalty: 4679.325684
	Iteration 17Q: 3 clusters Score -1108037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1108069.000000 Penalty: 4679.325684
	Iteration 18Q: 3 clusters Score -1108069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1108097.875000 Penalty: 4679.325684
	Iteration 19Q: 3 clusters Score -1108098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1108117.625000 Penalty: 4679.325684
	Iteration 20F: 3 clusters Score -1108118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1108125.750000 Penalty: 4679.325684
	Iteration 21Q: 3 clusters Score -1108126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1108135.750000 Penalty: 4679.325684
	Iteration 22Q: 3 clusters Score -1108136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1108140.750000 Penalty: 4679.325684
	Iteration 23Q: 3 clusters Score -1108141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1108152.500000 Penalty: 4679.325684
	Iteration 24Q: 3 clusters Score -1108152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1108154.250000 Penalty: 4679.325684
	Iteration 25Q: 3 clusters Score -1108154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1108155.000000 Penalty: 4679.325684
	Iteration 26Q: 3 clusters Score -1108155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1108155.000000 Penalty: 4679.325684
	Iteration 27Q: 3 clusters Score -1108155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1108155.500000 Penalty: 4679.325684
	Iteration 28Q: 3 clusters Score -1108156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1108158.250000 Penalty: 4679.325684
	Iteration 29Q: 3 clusters Score -1108158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1108156.875000 Penalty: 4679.325684
	Iteration 30Q: 3 clusters Score -1108157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1108159.625000 Penalty: 4679.325684
	Iteration 31Q: 3 clusters Score -1108160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1108157.750000 Penalty: 4679.325684
	Iteration 32Q: 3 clusters Score -1108158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1108160.750000 Penalty: 4679.325684
	Iteration 33Q: 3 clusters Score -1108161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1108162.750000 Penalty: 4679.325684
	Iteration 34Q: 3 clusters Score -1108163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1108161.500000 Penalty: 4679.325684
	Iteration 35Q: 3 clusters Score -1108162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1108162.625000 Penalty: 4679.325684
	Iteration 36Q: 3 clusters Score -1108163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1108164.500000 Penalty: 4679.325684
	Iteration 37Q: 3 clusters Score -1108164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1108166.625000 Penalty: 4679.325684
	Iteration 38Q: 3 clusters Score -1108167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1108167.250000 Penalty: 4679.325684
	Iteration 39Q: 3 clusters Score -1108167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1108168.375000 Penalty: 4679.325684
	Iteration 40F: 3 clusters Score -1108168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1108168.125000 Penalty: 4679.325684
	Iteration 41Q: 3 clusters Score -1108168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1108169.875000 Penalty: 4679.325684
	Iteration 42Q: 3 clusters Score -1108170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1108170.875000 Penalty: 4679.325684
	Iteration 43Q: 3 clusters Score -1108171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1108171.000000 Penalty: 4679.325684
	Iteration 44Q: 3 clusters Score -1108171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1108171.750000 Penalty: 4679.325684
	Iteration 45Q: 3 clusters Score -1108172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1108171.750000 Penalty: 4679.325684
	Iteration 46F: 3 clusters Score -1108172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -1435657.250000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -1435657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1425175.375000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -1425175 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1428373.250000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -1428373 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1428723.250000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -1428723 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1428990.375000 Penalty: 4747.293457
	Iteration 3Q: 3 clusters Score -1428990 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1429194.750000 Penalty: 4747.293457
	Iteration 4Q: 3 clusters Score -1429195 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1429383.750000 Penalty: 4747.293457
	Iteration 5Q: 3 clusters Score -1429384 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1429551.750000 Penalty: 4747.293457
	Iteration 6Q: 3 clusters Score -1429552 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1429723.625000 Penalty: 4747.293457
	Iteration 7Q: 3 clusters Score -1429724 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1429914.125000 Penalty: 4747.293457
	Iteration 8Q: 3 clusters Score -1429914 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1430174.250000 Penalty: 4747.293457
	Iteration 9Q: 3 clusters Score -1430174 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1430503.125000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -1430503 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1430900.250000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -1430900 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1431331.125000 Penalty: 4747.293457
	Iteration 12Q: 3 clusters Score -1431331 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1431819.375000 Penalty: 4747.293457
	Iteration 13Q: 3 clusters Score -1431819 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1432253.500000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -1432254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1432604.375000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -1432604 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1432904.750000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -1432905 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1433114.000000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -1433114 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1433242.750000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -1433243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1433349.625000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -1433350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1433424.625000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -1433425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1433470.625000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -1433471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1433493.750000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -1433494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1433508.250000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -1433508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1433515.750000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -1433516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1433529.125000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -1433529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1433532.500000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -1433532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1433537.125000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -1433537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1433540.875000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -1433541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1433547.750000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -1433548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1433549.375000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -1433549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1433552.500000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -1433552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1433552.875000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -1433553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1433554.250000 Penalty: 4747.293457
	Iteration 33Q: 3 clusters Score -1433554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1433557.875000 Penalty: 4747.293457
	Iteration 34Q: 3 clusters Score -1433558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1433561.500000 Penalty: 4747.293457
	Iteration 35Q: 3 clusters Score -1433562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1433562.375000 Penalty: 4747.293457
	Iteration 36Q: 3 clusters Score -1433562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1433562.375000 Penalty: 4747.293457
	Iteration 37F: 3 clusters Score -1433562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -504684.312500 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -504684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -499805.968750 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -499806 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -501078.937500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -501078.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -501454.437500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -501454.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -501773.718750 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -501773.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -502017.156250 Penalty: 4282.242188
	Iteration 4F: 3 clusters Score -502017.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -502242.750000 Penalty: 4282.242188
	Iteration 5F: 3 clusters Score -502242.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -502499.437500 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -502499.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -502721.031250 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -502721 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -502921.000000 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -502921 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -503136.000000 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -503136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -503313.343750 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -503313.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -503432.468750 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -503432.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -503528.968750 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -503529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -503611.750000 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -503611.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -503686.156250 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -503686.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -503756.875000 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -503756.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -503833.500000 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -503833.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -503899.343750 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -503899.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -503962.937500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -503962.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -504019.437500 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -504019.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -504053.937500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -504053.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -504083.062500 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -504083.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -504112.062500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -504112.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -504143.187500 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -504143.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -504176.718750 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -504176.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -504197.437500 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -504197.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -504214.062500 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -504214.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -504229.062500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -504229.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -504241.375000 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -504241.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -504252.875000 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -504252.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -504263.718750 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -504263.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -504268.375000 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -504268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -504271.125000 Penalty: 4282.242188
	Iteration 32Q: 3 clusters Score -504271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -504270.937500 Penalty: 4282.242188
	Iteration 33Q: 3 clusters Score -504270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -504271.062500 Penalty: 4282.242188
	Iteration 34Q: 3 clusters Score -504271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -504271.718750 Penalty: 4282.242188
	Iteration 35Q: 3 clusters Score -504271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -504272.687500 Penalty: 4282.242188
	Iteration 36Q: 3 clusters Score -504272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -504272.687500 Penalty: 4282.242188
	Iteration 37F: 3 clusters Score -504272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Entering Unmasked Estep 
Score: -2088379.500000 Penalty: 2472.136230
	Iteration 0F: 2 clusters Score -2088380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2073467.125000 Penalty: 4944.272461
	Iteration 0F: 3 clusters Score -2073467 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2078585.000000 Penalty: 4944.272461
	Iteration 1F: 3 clusters Score -2078585 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2079085.375000 Penalty: 4944.272461
	Iteration 2F: 3 clusters Score -2079085 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2079574.000000 Penalty: 4944.272461
	Iteration 3F: 3 clusters Score -2079574 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2080029.750000 Penalty: 4944.272461
	Iteration 4Q: 3 clusters Score -2080030 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2080493.375000 Penalty: 4944.272461
	Iteration 5Q: 3 clusters Score -2080493 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2081014.125000 Penalty: 4944.272461
	Iteration 6Q: 3 clusters Score -2081014 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2081647.625000 Penalty: 4944.272461
	Iteration 7F: 3 clusters Score -2081648 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2082360.625000 Penalty: 4944.272461
	Iteration 8F: 3 clusters Score -2082361 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2083005.250000 Penalty: 4944.272461
	Iteration 9F: 3 clusters Score -2083005 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2083513.500000 Penalty: 4944.272461
	Iteration 10Q: 3 clusters Score -2083514 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2083971.750000 Penalty: 4944.272461
	Iteration 11Q: 3 clusters Score -2083972 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2084351.000000 Penalty: 4944.272461
	Iteration 12Q: 3 clusters Score -2084351 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2084644.750000 Penalty: 4944.272461
	Iteration 13Q: 3 clusters Score -2084645 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2084879.625000 Penalty: 4944.272461
	Iteration 14Q: 3 clusters Score -2084880 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2085064.750000 Penalty: 4944.272461
	Iteration 15Q: 3 clusters Score -2085065 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2085230.375000 Penalty: 4944.272461
	Iteration 16Q: 3 clusters Score -2085230 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2085374.250000 Penalty: 4944.272461
	Iteration 17Q: 3 clusters Score -2085374 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2085489.000000 Penalty: 4944.272461
	Iteration 18Q: 3 clusters Score -2085489 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2085598.250000 Penalty: 4944.272461
	Iteration 19Q: 3 clusters Score -2085598 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2085701.625000 Penalty: 4944.272461
	Iteration 20F: 3 clusters Score -2085702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2085779.375000 Penalty: 4944.272461
	Iteration 21Q: 3 clusters Score -2085779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2085840.875000 Penalty: 4944.272461
	Iteration 22Q: 3 clusters Score -2085841 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2085905.500000 Penalty: 4944.272461
	Iteration 23Q: 3 clusters Score -2085906 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2085980.000000 Penalty: 4944.272461
	Iteration 24Q: 3 clusters Score -2085980 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2086061.500000 Penalty: 4944.272461
	Iteration 25Q: 3 clusters Score -2086062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2086156.375000 Penalty: 4944.272461
	Iteration 26Q: 3 clusters Score -2086156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2086254.875000 Penalty: 4944.272461
	Iteration 27Q: 3 clusters Score -2086255 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2086332.875000 Penalty: 4944.272461
	Iteration 28Q: 3 clusters Score -2086333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2086402.500000 Penalty: 4944.272461
	Iteration 29Q: 3 clusters Score -2086402 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2086452.375000 Penalty: 4944.272461
	Iteration 30Q: 3 clusters Score -2086452 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2086496.125000 Penalty: 4944.272461
	Iteration 31Q: 3 clusters Score -2086496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2086528.750000 Penalty: 4944.272461
	Iteration 32Q: 3 clusters Score -2086529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2086577.250000 Penalty: 4944.272461
	Iteration 33Q: 3 clusters Score -2086577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2086616.875000 Penalty: 4944.272461
	Iteration 34Q: 3 clusters Score -2086617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2086646.750000 Penalty: 4944.272461
	Iteration 35Q: 3 clusters Score -2086647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2086678.750000 Penalty: 4944.272461
	Iteration 36Q: 3 clusters Score -2086679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2086696.250000 Penalty: 4944.272461
	Iteration 37Q: 3 clusters Score -2086696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2086705.000000 Penalty: 4944.272461
	Iteration 38Q: 3 clusters Score -2086705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2086718.000000 Penalty: 4944.272461
	Iteration 39Q: 3 clusters Score -2086718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2086731.500000 Penalty: 4944.272461
	Iteration 40F: 3 clusters Score -2086732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2086736.625000 Penalty: 4944.272461
	Iteration 41Q: 3 clusters Score -2086737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2086745.750000 Penalty: 4944.272461
	Iteration 42Q: 3 clusters Score -2086746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2086753.875000 Penalty: 4944.272461
	Iteration 43Q: 3 clusters Score -2086754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2086754.500000 Penalty: 4944.272461
	Iteration 44Q: 3 clusters Score -2086754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2086757.875000 Penalty: 4944.272461
	Iteration 45Q: 3 clusters Score -2086758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2086762.500000 Penalty: 4944.272461
	Iteration 46Q: 3 clusters Score -2086762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2086761.000000 Penalty: 4944.272461
	Iteration 47Q: 3 clusters Score -2086761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2086762.250000 Penalty: 4944.272461
	Iteration 48Q: 3 clusters Score -2086762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2086770.125000 Penalty: 4944.272461
	Iteration 49Q: 3 clusters Score -2086770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2086778.000000 Penalty: 4944.272461
	Iteration 50Q: 3 clusters Score -2086778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2086776.000000 Penalty: 4944.272461
	Iteration 51Q: 3 clusters Score -2086776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2086781.375000 Penalty: 4944.272461
	Iteration 52Q: 3 clusters Score -2086781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2086782.250000 Penalty: 4944.272461
	Iteration 53Q: 3 clusters Score -2086782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2086778.750000 Penalty: 4944.272461
	Iteration 54Q: 3 clusters Score -2086779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2086785.250000 Penalty: 4944.272461
	Iteration 55Q: 3 clusters Score -2086785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2086787.125000 Penalty: 4944.272461
	Iteration 56Q: 3 clusters Score -2086787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2086788.000000 Penalty: 4944.272461
	Iteration 57Q: 3 clusters Score -2086788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2086788.250000 Penalty: 4944.272461
	Iteration 58Q: 3 clusters Score -2086788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2086788.875000 Penalty: 4944.272461
	Iteration 59Q: 3 clusters Score -2086789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2086792.375000 Penalty: 4944.272461
	Iteration 60F: 3 clusters Score -2086792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2086797.875000 Penalty: 4944.272461
	Iteration 61Q: 3 clusters Score -2086798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2086799.625000 Penalty: 4944.272461
	Iteration 62Q: 3 clusters Score -2086800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2086799.875000 Penalty: 4944.272461
	Iteration 63Q: 3 clusters Score -2086800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2086802.625000 Penalty: 4944.272461
	Iteration 64Q: 3 clusters Score -2086803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2086803.750000 Penalty: 4944.272461
	Iteration 65Q: 3 clusters Score -2086804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2086805.625000 Penalty: 4944.272461
	Iteration 66Q: 3 clusters Score -2086806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2086807.000000 Penalty: 4944.272461
	Iteration 67Q: 3 clusters Score -2086807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2086807.000000 Penalty: 4944.272461
	Iteration 68F: 3 clusters Score -2086807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -207614.359375 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -207614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -204657.375000 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -204657.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -205370.140625 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -205370.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -205620.968750 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -205621 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -205770.093750 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -205770.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -205876.000000 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -205876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -205964.406250 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -205964.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -206053.765625 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -206053.8 nChanged 84
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: -206135.546875 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -206135.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -206190.281250 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -206190.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -206228.140625 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -206228.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -206252.765625 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -206252.8 nChanged 32
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: -206273.468750 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -206273.5 nChanged 30
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: -206293.687500 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -206293.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -206317.359375 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -206317.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206333.109375 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -206333.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -206345.109375 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -206345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206356.640625 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -206356.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -206370.421875 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -206370.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206380.031250 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -206380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -206392.468750 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -206392.5 nChanged 13
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: -206410.734375 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -206410.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -206428.437500 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -206428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -206444.296875 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -206444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206460.046875 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -206460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206470.140625 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -206470.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -206475.953125 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -206476 nChanged 11
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: -206482.359375 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -206482.4 nChanged 6
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: -206487.812500 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -206487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -206491.609375 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -206491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -206497.000000 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -206497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206502.828125 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -206502.8 nChanged 7
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: -206508.109375 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -206508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -206512.187500 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -206512.2 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: -206518.171875 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -206518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206529.484375 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -206529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -206538.359375 Penalty: 3907.376953
	Iteration 35Q: 3 clusters Score -206538.4 nChanged 5
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: -206540.703125 Penalty: 3907.376953
	Iteration 36Q: 3 clusters Score -206540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206542.453125 Penalty: 3907.376953
	Iteration 37Q: 3 clusters Score -206542.5 nChanged 3
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: -206543.734375 Penalty: 3907.376953
	Iteration 38Q: 3 clusters Score -206543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -206550.125000 Penalty: 3907.376953
	Iteration 39Q: 3 clusters Score -206550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -206551.015625 Penalty: 3907.376953
	Iteration 40F: 3 clusters Score -206551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -206551.359375 Penalty: 3907.376953
	Iteration 41Q: 3 clusters Score -206551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -206552.703125 Penalty: 3907.376953
	Iteration 42Q: 3 clusters Score -206552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206552.953125 Penalty: 3907.376953
	Iteration 43Q: 3 clusters Score -206553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -206552.953125 Penalty: 3907.376953
	Iteration 44F: 3 clusters Score -206553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Entering Unmasked Estep 
Score: -1257973.250000 Penalty: 2350.448730
	Iteration 0F: 2 clusters Score -1257973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1248406.000000 Penalty: 4700.897461
	Iteration 0F: 3 clusters Score -1248406 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1251492.875000 Penalty: 4700.897461
	Iteration 1F: 3 clusters Score -1251493 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1252005.750000 Penalty: 4700.897461
	Iteration 2F: 3 clusters Score -1252006 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1252424.125000 Penalty: 4700.897461
	Iteration 3F: 3 clusters Score -1252424 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1252781.500000 Penalty: 4700.897461
	Iteration 4Q: 3 clusters Score -1252782 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1253126.000000 Penalty: 4700.897461
	Iteration 5Q: 3 clusters Score -1253126 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1253427.375000 Penalty: 4700.897461
	Iteration 6Q: 3 clusters Score -1253427 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1253734.750000 Penalty: 4700.897461
	Iteration 7Q: 3 clusters Score -1253735 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1254071.250000 Penalty: 4700.897461
	Iteration 8Q: 3 clusters Score -1254071 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1254409.875000 Penalty: 4700.897461
	Iteration 9Q: 3 clusters Score -1254410 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1254696.625000 Penalty: 4700.897461
	Iteration 10Q: 3 clusters Score -1254697 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1254902.125000 Penalty: 4700.897461
	Iteration 11Q: 3 clusters Score -1254902 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1255066.250000 Penalty: 4700.897461
	Iteration 12Q: 3 clusters Score -1255066 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1255185.125000 Penalty: 4700.897461
	Iteration 13Q: 3 clusters Score -1255185 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1255282.500000 Penalty: 4700.897461
	Iteration 14Q: 3 clusters Score -1255282 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1255383.250000 Penalty: 4700.897461
	Iteration 15Q: 3 clusters Score -1255383 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1255461.625000 Penalty: 4700.897461
	Iteration 16Q: 3 clusters Score -1255462 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1255532.500000 Penalty: 4700.897461
	Iteration 17Q: 3 clusters Score -1255532 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1255590.875000 Penalty: 4700.897461
	Iteration 18Q: 3 clusters Score -1255591 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1255653.625000 Penalty: 4700.897461
	Iteration 19Q: 3 clusters Score -1255654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1255692.375000 Penalty: 4700.897461
	Iteration 20F: 3 clusters Score -1255692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1255736.250000 Penalty: 4700.897461
	Iteration 21Q: 3 clusters Score -1255736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1255792.000000 Penalty: 4700.897461
	Iteration 22Q: 3 clusters Score -1255792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1255831.750000 Penalty: 4700.897461
	Iteration 23Q: 3 clusters Score -1255832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1255877.625000 Penalty: 4700.897461
	Iteration 24Q: 3 clusters Score -1255878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1255921.625000 Penalty: 4700.897461
	Iteration 25Q: 3 clusters Score -1255922 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1255973.125000 Penalty: 4700.897461
	Iteration 26Q: 3 clusters Score -1255973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1256014.375000 Penalty: 4700.897461
	Iteration 27Q: 3 clusters Score -1256014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1256064.000000 Penalty: 4700.897461
	Iteration 28Q: 3 clusters Score -1256064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1256098.125000 Penalty: 4700.897461
	Iteration 29Q: 3 clusters Score -1256098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1256128.000000 Penalty: 4700.897461
	Iteration 30Q: 3 clusters Score -1256128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1256159.875000 Penalty: 4700.897461
	Iteration 31Q: 3 clusters Score -1256160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1256187.875000 Penalty: 4700.897461
	Iteration 32Q: 3 clusters Score -1256188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1256209.750000 Penalty: 4700.897461
	Iteration 33Q: 3 clusters Score -1256210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1256231.250000 Penalty: 4700.897461
	Iteration 34Q: 3 clusters Score -1256231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1256244.750000 Penalty: 4700.897461
	Iteration 35Q: 3 clusters Score -1256245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1256257.250000 Penalty: 4700.897461
	Iteration 36Q: 3 clusters Score -1256257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1256266.875000 Penalty: 4700.897461
	Iteration 37Q: 3 clusters Score -1256267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1256277.875000 Penalty: 4700.897461
	Iteration 38Q: 3 clusters Score -1256278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1256289.500000 Penalty: 4700.897461
	Iteration 39Q: 3 clusters Score -1256290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1256300.750000 Penalty: 4700.897461
	Iteration 40F: 3 clusters Score -1256301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1256307.875000 Penalty: 4700.897461
	Iteration 41Q: 3 clusters Score -1256308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1256315.125000 Penalty: 4700.897461
	Iteration 42Q: 3 clusters Score -1256315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1256321.500000 Penalty: 4700.897461
	Iteration 43Q: 3 clusters Score -1256322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1256324.500000 Penalty: 4700.897461
	Iteration 44Q: 3 clusters Score -1256324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1256325.125000 Penalty: 4700.897461
	Iteration 45Q: 3 clusters Score -1256325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1256330.500000 Penalty: 4700.897461
	Iteration 46Q: 3 clusters Score -1256330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1256332.250000 Penalty: 4700.897461
	Iteration 47Q: 3 clusters Score -1256332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1256336.250000 Penalty: 4700.897461
	Iteration 48Q: 3 clusters Score -1256336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1256338.625000 Penalty: 4700.897461
	Iteration 49Q: 3 clusters Score -1256339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1256335.750000 Penalty: 4700.897461
	Iteration 50Q: 3 clusters Score -1256336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1256333.750000 Penalty: 4700.897461
	Iteration 51Q: 3 clusters Score -1256334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1256341.125000 Penalty: 4700.897461
	Iteration 52Q: 3 clusters Score -1256341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1256338.250000 Penalty: 4700.897461
	Iteration 53Q: 3 clusters Score -1256338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1256338.125000 Penalty: 4700.897461
	Iteration 54Q: 3 clusters Score -1256338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1256337.750000 Penalty: 4700.897461
	Iteration 55Q: 3 clusters Score -1256338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1256340.250000 Penalty: 4700.897461
	Iteration 56Q: 3 clusters Score -1256340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1256340.250000 Penalty: 4700.897461
	Iteration 57F: 3 clusters Score -1256340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -541027.937500 Penalty: 2151.582275
	Iteration 0F: 2 clusters Score -541027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -536020.625000 Penalty: 4303.164551
	Iteration 0F: 3 clusters Score -536020.6 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -537428.125000 Penalty: 4303.164551
	Iteration 1F: 3 clusters Score -537428.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -537811.062500 Penalty: 4303.164551
	Iteration 2F: 3 clusters Score -537811.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -538095.500000 Penalty: 4303.164551
	Iteration 3F: 3 clusters Score -538095.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -538314.062500 Penalty: 4303.164551
	Iteration 4F: 3 clusters Score -538314.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -538495.312500 Penalty: 4303.164551
	Iteration 5Q: 3 clusters Score -538495.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -538644.500000 Penalty: 4303.164551
	Iteration 6Q: 3 clusters Score -538644.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -538796.000000 Penalty: 4303.164551
	Iteration 7Q: 3 clusters Score -538796 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -538916.437500 Penalty: 4303.164551
	Iteration 8Q: 3 clusters Score -538916.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -539031.312500 Penalty: 4303.164551
	Iteration 9Q: 3 clusters Score -539031.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -539165.500000 Penalty: 4303.164551
	Iteration 10Q: 3 clusters Score -539165.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -539282.187500 Penalty: 4303.164551
	Iteration 11Q: 3 clusters Score -539282.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -539415.500000 Penalty: 4303.164551
	Iteration 12Q: 3 clusters Score -539415.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -539547.562500 Penalty: 4303.164551
	Iteration 13Q: 3 clusters Score -539547.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -539695.375000 Penalty: 4303.164551
	Iteration 14Q: 3 clusters Score -539695.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -539821.875000 Penalty: 4303.164551
	Iteration 15Q: 3 clusters Score -539821.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -539922.125000 Penalty: 4303.164551
	Iteration 16Q: 3 clusters Score -539922.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -539985.562500 Penalty: 4303.164551
	Iteration 17Q: 3 clusters Score -539985.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -540026.375000 Penalty: 4303.164551
	Iteration 18Q: 3 clusters Score -540026.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -540056.125000 Penalty: 4303.164551
	Iteration 19Q: 3 clusters Score -540056.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -540082.750000 Penalty: 4303.164551
	Iteration 20F: 3 clusters Score -540082.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -540104.187500 Penalty: 4303.164551
	Iteration 21Q: 3 clusters Score -540104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -540120.000000 Penalty: 4303.164551
	Iteration 22Q: 3 clusters Score -540120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -540139.875000 Penalty: 4303.164551
	Iteration 23Q: 3 clusters Score -540139.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -540155.312500 Penalty: 4303.164551
	Iteration 24Q: 3 clusters Score -540155.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -540167.187500 Penalty: 4303.164551
	Iteration 25Q: 3 clusters Score -540167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -540170.500000 Penalty: 4303.164551
	Iteration 26Q: 3 clusters Score -540170.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -540179.625000 Penalty: 4303.164551
	Iteration 27Q: 3 clusters Score -540179.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -540187.812500 Penalty: 4303.164551
	Iteration 28Q: 3 clusters Score -540187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -540191.750000 Penalty: 4303.164551
	Iteration 29Q: 3 clusters Score -540191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -540196.187500 Penalty: 4303.164551
	Iteration 30Q: 3 clusters Score -540196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -540201.750000 Penalty: 4303.164551
	Iteration 31Q: 3 clusters Score -540201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -540204.000000 Penalty: 4303.164551
	Iteration 32Q: 3 clusters Score -540204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -540206.062500 Penalty: 4303.164551
	Iteration 33Q: 3 clusters Score -540206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -540207.000000 Penalty: 4303.164551
	Iteration 34Q: 3 clusters Score -540207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -540208.437500 Penalty: 4303.164551
	Iteration 35Q: 3 clusters Score -540208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -540209.562500 Penalty: 4303.164551
	Iteration 36Q: 3 clusters Score -540209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -540210.062500 Penalty: 4303.164551
	Iteration 37Q: 3 clusters Score -540210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -540210.000000 Penalty: 4303.164551
	Iteration 38Q: 3 clusters Score -540210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -540210.000000 Penalty: 4303.164551
	Iteration 39F: 3 clusters Score -540210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Entering Unmasked Estep 
Score: -1030483.750000 Penalty: 2302.561035
	Iteration 0F: 2 clusters Score -1030484 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 5369 members 
Entering Unmasked Estep 
Score: -1022442.437500 Penalty: 4605.122070
	Iteration 0F: 3 clusters Score -1022442 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1024962.750000 Penalty: 4605.122070
	Iteration 1F: 3 clusters Score -1024963 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1025331.750000 Penalty: 4605.122070
	Iteration 2F: 3 clusters Score -1025332 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1025646.562500 Penalty: 4605.122070
	Iteration 3F: 3 clusters Score -1025647 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1025993.375000 Penalty: 4605.122070
	Iteration 4F: 3 clusters Score -1025993 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1026388.250000 Penalty: 4605.122070
	Iteration 5F: 3 clusters Score -1026388 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1026775.687500 Penalty: 4605.122070
	Iteration 6F: 3 clusters Score -1026776 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1027133.875000 Penalty: 4605.122070
	Iteration 7F: 3 clusters Score -1027134 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1027414.125000 Penalty: 4605.122070
	Iteration 8Q: 3 clusters Score -1027414 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1027615.750000 Penalty: 4605.122070
	Iteration 9Q: 3 clusters Score -1027616 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1027743.187500 Penalty: 4605.122070
	Iteration 10Q: 3 clusters Score -1027743 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1027845.937500 Penalty: 4605.122070
	Iteration 11Q: 3 clusters Score -1027846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1027923.062500 Penalty: 4605.122070
	Iteration 12Q: 3 clusters Score -1027923 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1028000.312500 Penalty: 4605.122070
	Iteration 13Q: 3 clusters Score -1028000 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1028058.312500 Penalty: 4605.122070
	Iteration 14Q: 3 clusters Score -1028058 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1028100.937500 Penalty: 4605.122070
	Iteration 15Q: 3 clusters Score -1028101 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1028143.937500 Penalty: 4605.122070
	Iteration 16Q: 3 clusters Score -1028144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1028182.250000 Penalty: 4605.122070
	Iteration 17Q: 3 clusters Score -1028182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1028239.312500 Penalty: 4605.122070
	Iteration 18Q: 3 clusters Score -1028239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1028294.562500 Penalty: 4605.122070
	Iteration 19Q: 3 clusters Score -1028295 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1028353.937500 Penalty: 4605.122070
	Iteration 20F: 3 clusters Score -1028354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1028400.375000 Penalty: 4605.122070
	Iteration 21Q: 3 clusters Score -1028400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1028440.750000 Penalty: 4605.122070
	Iteration 22Q: 3 clusters Score -1028441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1028481.812500 Penalty: 4605.122070
	Iteration 23Q: 3 clusters Score -1028482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1028515.500000 Penalty: 4605.122070
	Iteration 24Q: 3 clusters Score -1028516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1028555.750000 Penalty: 4605.122070
	Iteration 25Q: 3 clusters Score -1028556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1028597.437500 Penalty: 4605.122070
	Iteration 26Q: 3 clusters Score -1028597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1028636.000000 Penalty: 4605.122070
	Iteration 27Q: 3 clusters Score -1028636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1028663.312500 Penalty: 4605.122070
	Iteration 28Q: 3 clusters Score -1028663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1028678.187500 Penalty: 4605.122070
	Iteration 29Q: 3 clusters Score -1028678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1028692.812500 Penalty: 4605.122070
	Iteration 30Q: 3 clusters Score -1028693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1028706.187500 Penalty: 4605.122070
	Iteration 31Q: 3 clusters Score -1028706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1028724.562500 Penalty: 4605.122070
	Iteration 32Q: 3 clusters Score -1028725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1028739.687500 Penalty: 4605.122070
	Iteration 33Q: 3 clusters Score -1028740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1028757.187500 Penalty: 4605.122070
	Iteration 34Q: 3 clusters Score -1028757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1028770.437500 Penalty: 4605.122070
	Iteration 35Q: 3 clusters Score -1028770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1028785.812500 Penalty: 4605.122070
	Iteration 36Q: 3 clusters Score -1028786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1028796.562500 Penalty: 4605.122070
	Iteration 37Q: 3 clusters Score -1028797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1028808.125000 Penalty: 4605.122070
	Iteration 38Q: 3 clusters Score -1028808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1028820.312500 Penalty: 4605.122070
	Iteration 39Q: 3 clusters Score -1028820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1028833.375000 Penalty: 4605.122070
	Iteration 40F: 3 clusters Score -1028833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1028843.937500 Penalty: 4605.122070
	Iteration 41Q: 3 clusters Score -1028844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1028848.062500 Penalty: 4605.122070
	Iteration 42Q: 3 clusters Score -1028848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1028851.437500 Penalty: 4605.122070
	Iteration 43Q: 3 clusters Score -1028851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1028855.875000 Penalty: 4605.122070
	Iteration 44Q: 3 clusters Score -1028856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1028862.687500 Penalty: 4605.122070
	Iteration 45Q: 3 clusters Score -1028863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1028862.562500 Penalty: 4605.122070
	Iteration 46Q: 3 clusters Score -1028863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1028864.437500 Penalty: 4605.122070
	Iteration 47Q: 3 clusters Score -1028864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1028865.750000 Penalty: 4605.122070
	Iteration 48Q: 3 clusters Score -1028866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1028867.875000 Penalty: 4605.122070
	Iteration 49Q: 3 clusters Score -1028868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1028867.875000 Penalty: 4605.122070
	Iteration 50F: 3 clusters Score -1028868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -730012.375000 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -730012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -723892.187500 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -723892.2 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -725589.625000 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -725589.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -725877.375000 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -725877.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -726131.562500 Penalty: 4426.431641
	Iteration 3F: 3 clusters Score -726131.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -726394.562500 Penalty: 4426.431641
	Iteration 4F: 3 clusters Score -726394.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -726651.125000 Penalty: 4426.431641
	Iteration 5F: 3 clusters Score -726651.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -726880.250000 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -726880.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -727088.125000 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -727088.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -727309.062500 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -727309.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -727515.625000 Penalty: 4426.431641
	Iteration 9Q: 3 clusters Score -727515.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -727729.937500 Penalty: 4426.431641
	Iteration 10Q: 3 clusters Score -727729.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -727915.062500 Penalty: 4426.431641
	Iteration 11Q: 3 clusters Score -727915.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -728031.562500 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -728031.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -728109.062500 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -728109.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -728161.875000 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -728161.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -728193.875000 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -728193.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -728215.937500 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -728215.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -728234.625000 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -728234.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -728245.125000 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -728245.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -728253.000000 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -728253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -728261.687500 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -728261.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -728266.687500 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -728266.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -728269.937500 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -728269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -728276.312500 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -728276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -728280.125000 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -728280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -728285.187500 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -728285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -728292.375000 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -728292.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -728300.312500 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -728300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -728301.625000 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -728301.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -728309.562500 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -728309.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -728313.125000 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -728313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -728316.125000 Penalty: 4426.431641
	Iteration 31Q: 3 clusters Score -728316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -728318.812500 Penalty: 4426.431641
	Iteration 32Q: 3 clusters Score -728318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -728318.312500 Penalty: 4426.431641
	Iteration 33Q: 3 clusters Score -728318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -728318.250000 Penalty: 4426.431641
	Iteration 34Q: 3 clusters Score -728318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -728318.250000 Penalty: 4426.431641
	Iteration 35F: 3 clusters Score -728318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -651456.187500 Penalty: 2199.680420
	Iteration 0F: 2 clusters Score -651456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -645602.000000 Penalty: 4399.360840
	Iteration 0F: 3 clusters Score -645602 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -647272.437500 Penalty: 4399.360840
	Iteration 1F: 3 clusters Score -647272.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -647659.125000 Penalty: 4399.360840
	Iteration 2F: 3 clusters Score -647659.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -647925.562500 Penalty: 4399.360840
	Iteration 3F: 3 clusters Score -647925.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -648134.312500 Penalty: 4399.360840
	Iteration 4Q: 3 clusters Score -648134.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -648376.562500 Penalty: 4399.360840
	Iteration 5Q: 3 clusters Score -648376.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -648591.812500 Penalty: 4399.360840
	Iteration 6Q: 3 clusters Score -648591.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -648807.375000 Penalty: 4399.360840
	Iteration 7Q: 3 clusters Score -648807.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -649028.312500 Penalty: 4399.360840
	Iteration 8Q: 3 clusters Score -649028.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -649223.625000 Penalty: 4399.360840
	Iteration 9Q: 3 clusters Score -649223.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -649383.750000 Penalty: 4399.360840
	Iteration 10Q: 3 clusters Score -649383.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -649512.187500 Penalty: 4399.360840
	Iteration 11Q: 3 clusters Score -649512.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -649630.562500 Penalty: 4399.360840
	Iteration 12Q: 3 clusters Score -649630.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -649749.437500 Penalty: 4399.360840
	Iteration 13Q: 3 clusters Score -649749.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -649869.750000 Penalty: 4399.360840
	Iteration 14Q: 3 clusters Score -649869.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -650007.187500 Penalty: 4399.360840
	Iteration 15Q: 3 clusters Score -650007.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -650123.875000 Penalty: 4399.360840
	Iteration 16Q: 3 clusters Score -650123.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -650266.812500 Penalty: 4399.360840
	Iteration 17Q: 3 clusters Score -650266.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -650402.500000 Penalty: 4399.360840
	Iteration 18Q: 3 clusters Score -650402.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -650506.062500 Penalty: 4399.360840
	Iteration 19Q: 3 clusters Score -650506.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -650586.875000 Penalty: 4399.360840
	Iteration 20F: 3 clusters Score -650586.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -650645.687500 Penalty: 4399.360840
	Iteration 21Q: 3 clusters Score -650645.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -650690.812500 Penalty: 4399.360840
	Iteration 22Q: 3 clusters Score -650690.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -650720.562500 Penalty: 4399.360840
	Iteration 23Q: 3 clusters Score -650720.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -650740.125000 Penalty: 4399.360840
	Iteration 24Q: 3 clusters Score -650740.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -650757.937500 Penalty: 4399.360840
	Iteration 25Q: 3 clusters Score -650757.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -650769.687500 Penalty: 4399.360840
	Iteration 26Q: 3 clusters Score -650769.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -650776.500000 Penalty: 4399.360840
	Iteration 27Q: 3 clusters Score -650776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -650786.562500 Penalty: 4399.360840
	Iteration 28Q: 3 clusters Score -650786.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -650789.625000 Penalty: 4399.360840
	Iteration 29Q: 3 clusters Score -650789.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -650796.250000 Penalty: 4399.360840
	Iteration 30Q: 3 clusters Score -650796.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -650802.812500 Penalty: 4399.360840
	Iteration 31Q: 3 clusters Score -650802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -650808.437500 Penalty: 4399.360840
	Iteration 32Q: 3 clusters Score -650808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -650821.250000 Penalty: 4399.360840
	Iteration 33Q: 3 clusters Score -650821.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -650838.187500 Penalty: 4399.360840
	Iteration 34Q: 3 clusters Score -650838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -650856.500000 Penalty: 4399.360840
	Iteration 35Q: 3 clusters Score -650856.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -650879.750000 Penalty: 4399.360840
	Iteration 36Q: 3 clusters Score -650879.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -650914.750000 Penalty: 4399.360840
	Iteration 37Q: 3 clusters Score -650914.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -650938.750000 Penalty: 4399.360840
	Iteration 38Q: 3 clusters Score -650938.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -650950.312500 Penalty: 4399.360840
	Iteration 39Q: 3 clusters Score -650950.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -650957.312500 Penalty: 4399.360840
	Iteration 40F: 3 clusters Score -650957.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -650964.562500 Penalty: 4399.360840
	Iteration 41Q: 3 clusters Score -650964.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -650971.500000 Penalty: 4399.360840
	Iteration 42Q: 3 clusters Score -650971.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -650976.375000 Penalty: 4399.360840
	Iteration 43Q: 3 clusters Score -650976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -650982.062500 Penalty: 4399.360840
	Iteration 44Q: 3 clusters Score -650982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -650984.750000 Penalty: 4399.360840
	Iteration 45Q: 3 clusters Score -650984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -650986.000000 Penalty: 4399.360840
	Iteration 46Q: 3 clusters Score -650986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -650987.687500 Penalty: 4399.360840
	Iteration 47Q: 3 clusters Score -650987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -650988.687500 Penalty: 4399.360840
	Iteration 48Q: 3 clusters Score -650988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -650987.875000 Penalty: 4399.360840
	Iteration 49Q: 3 clusters Score -650987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -650987.875000 Penalty: 4399.360840
	Iteration 50F: 3 clusters Score -650987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -567449.687500 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -567449.7 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 2772 members 
Entering Unmasked Estep 
Score: -562603.062500 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -562603.1 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -563829.125000 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -563829.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -564095.437500 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -564095.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -564242.937500 Penalty: 4281.446777
	Iteration 3Q: 3 clusters Score -564242.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -564374.875000 Penalty: 4281.446777
	Iteration 4Q: 3 clusters Score -564374.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -564490.062500 Penalty: 4281.446777
	Iteration 5Q: 3 clusters Score -564490.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -564599.812500 Penalty: 4281.446777
	Iteration 6Q: 3 clusters Score -564599.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -564696.500000 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -564696.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -564778.500000 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -564778.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -564855.937500 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -564855.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -564929.062500 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -564929.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -565020.250000 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -565020.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -565111.375000 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -565111.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -565180.375000 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -565180.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -565238.125000 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -565238.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -565288.187500 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -565288.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -565331.750000 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -565331.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -565363.500000 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -565363.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -565394.875000 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -565394.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -565421.625000 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -565421.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -565437.000000 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -565437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -565457.000000 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -565457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -565470.062500 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -565470.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -565488.062500 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -565488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -565504.312500 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -565504.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -565516.812500 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -565516.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -565528.000000 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -565528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -565538.312500 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -565538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -565545.625000 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -565545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -565552.250000 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -565552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -565562.625000 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -565562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -565567.937500 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -565567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -565575.312500 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -565575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -565577.625000 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -565577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -565581.062500 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -565581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -565583.187500 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -565583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -565584.312500 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -565584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -565584.312500 Penalty: 4281.446777
	Iteration 37Q: 3 clusters Score -565584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -565584.250000 Penalty: 4281.446777
	Iteration 38Q: 3 clusters Score -565584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -565584.250000 Penalty: 4281.446777
	Iteration 39F: 3 clusters Score -565584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Entering Unmasked Estep 
Score: -2423449.500000 Penalty: 2510.489990
	Iteration 0F: 2 clusters Score -2423450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2406103.250000 Penalty: 5020.979980
	Iteration 0F: 3 clusters Score -2406103 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2412223.000000 Penalty: 5020.979980
	Iteration 1F: 3 clusters Score -2412223 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2412631.250000 Penalty: 5020.979980
	Iteration 2Q: 3 clusters Score -2412631 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2413042.250000 Penalty: 5020.979980
	Iteration 3Q: 3 clusters Score -2413042 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2413499.000000 Penalty: 5020.979980
	Iteration 4Q: 3 clusters Score -2413499 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2413961.000000 Penalty: 5020.979980
	Iteration 5Q: 3 clusters Score -2413961 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2414387.000000 Penalty: 5020.979980
	Iteration 6Q: 3 clusters Score -2414387 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2414833.750000 Penalty: 5020.979980
	Iteration 7Q: 3 clusters Score -2414834 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2415314.750000 Penalty: 5020.979980
	Iteration 8Q: 3 clusters Score -2415315 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2415829.750000 Penalty: 5020.979980
	Iteration 9Q: 3 clusters Score -2415830 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2416361.750000 Penalty: 5020.979980
	Iteration 10Q: 3 clusters Score -2416362 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2416944.500000 Penalty: 5020.979980
	Iteration 11Q: 3 clusters Score -2416944 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2417504.000000 Penalty: 5020.979980
	Iteration 12Q: 3 clusters Score -2417504 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2418018.000000 Penalty: 5020.979980
	Iteration 13Q: 3 clusters Score -2418018 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2418479.000000 Penalty: 5020.979980
	Iteration 14Q: 3 clusters Score -2418479 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2418836.750000 Penalty: 5020.979980
	Iteration 15Q: 3 clusters Score -2418837 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2419151.250000 Penalty: 5020.979980
	Iteration 16Q: 3 clusters Score -2419151 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2419390.500000 Penalty: 5020.979980
	Iteration 17Q: 3 clusters Score -2419390 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2419559.000000 Penalty: 5020.979980
	Iteration 18Q: 3 clusters Score -2419559 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2419710.500000 Penalty: 5020.979980
	Iteration 19Q: 3 clusters Score -2419710 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2419833.000000 Penalty: 5020.979980
	Iteration 20F: 3 clusters Score -2419833 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2419943.750000 Penalty: 5020.979980
	Iteration 21Q: 3 clusters Score -2419944 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2420077.500000 Penalty: 5020.979980
	Iteration 22Q: 3 clusters Score -2420078 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2420203.750000 Penalty: 5020.979980
	Iteration 23Q: 3 clusters Score -2420204 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2420336.750000 Penalty: 5020.979980
	Iteration 24Q: 3 clusters Score -2420337 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2420450.000000 Penalty: 5020.979980
	Iteration 25Q: 3 clusters Score -2420450 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2420552.000000 Penalty: 5020.979980
	Iteration 26Q: 3 clusters Score -2420552 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2420662.750000 Penalty: 5020.979980
	Iteration 27Q: 3 clusters Score -2420663 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2420777.500000 Penalty: 5020.979980
	Iteration 28Q: 3 clusters Score -2420778 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2420867.250000 Penalty: 5020.979980
	Iteration 29Q: 3 clusters Score -2420867 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2420921.000000 Penalty: 5020.979980
	Iteration 30Q: 3 clusters Score -2420921 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2420967.750000 Penalty: 5020.979980
	Iteration 31Q: 3 clusters Score -2420968 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2421010.750000 Penalty: 5020.979980
	Iteration 32Q: 3 clusters Score -2421011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2421054.750000 Penalty: 5020.979980
	Iteration 33Q: 3 clusters Score -2421055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2421106.250000 Penalty: 5020.979980
	Iteration 34Q: 3 clusters Score -2421106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2421146.750000 Penalty: 5020.979980
	Iteration 35Q: 3 clusters Score -2421147 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2421180.500000 Penalty: 5020.979980
	Iteration 36Q: 3 clusters Score -2421180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2421207.500000 Penalty: 5020.979980
	Iteration 37Q: 3 clusters Score -2421208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2421233.250000 Penalty: 5020.979980
	Iteration 38Q: 3 clusters Score -2421233 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2421258.750000 Penalty: 5020.979980
	Iteration 39Q: 3 clusters Score -2421259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2421280.500000 Penalty: 5020.979980
	Iteration 40F: 3 clusters Score -2421280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2421312.000000 Penalty: 5020.979980
	Iteration 41Q: 3 clusters Score -2421312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2421336.750000 Penalty: 5020.979980
	Iteration 42Q: 3 clusters Score -2421337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2421360.000000 Penalty: 5020.979980
	Iteration 43Q: 3 clusters Score -2421360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2421382.000000 Penalty: 5020.979980
	Iteration 44Q: 3 clusters Score -2421382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2421406.000000 Penalty: 5020.979980
	Iteration 45Q: 3 clusters Score -2421406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2421421.750000 Penalty: 5020.979980
	Iteration 46Q: 3 clusters Score -2421422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2421445.500000 Penalty: 5020.979980
	Iteration 47Q: 3 clusters Score -2421446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2421464.000000 Penalty: 5020.979980
	Iteration 48Q: 3 clusters Score -2421464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2421487.500000 Penalty: 5020.979980
	Iteration 49Q: 3 clusters Score -2421488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2421503.000000 Penalty: 5020.979980
	Iteration 50Q: 3 clusters Score -2421503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2421520.000000 Penalty: 5020.979980
	Iteration 51Q: 3 clusters Score -2421520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2421522.500000 Penalty: 5020.979980
	Iteration 52Q: 3 clusters Score -2421522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2421531.250000 Penalty: 5020.979980
	Iteration 53Q: 3 clusters Score -2421531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2421532.000000 Penalty: 5020.979980
	Iteration 54Q: 3 clusters Score -2421532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2421550.000000 Penalty: 5020.979980
	Iteration 55Q: 3 clusters Score -2421550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2421566.750000 Penalty: 5020.979980
	Iteration 56Q: 3 clusters Score -2421567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2421580.750000 Penalty: 5020.979980
	Iteration 57Q: 3 clusters Score -2421581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2421596.750000 Penalty: 5020.979980
	Iteration 58Q: 3 clusters Score -2421597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2421608.500000 Penalty: 5020.979980
	Iteration 59Q: 3 clusters Score -2421608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2421612.250000 Penalty: 5020.979980
	Iteration 60F: 3 clusters Score -2421612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2421619.250000 Penalty: 5020.979980
	Iteration 61Q: 3 clusters Score -2421619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2421623.500000 Penalty: 5020.979980
	Iteration 62Q: 3 clusters Score -2421624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2421631.000000 Penalty: 5020.979980
	Iteration 63Q: 3 clusters Score -2421631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2421637.000000 Penalty: 5020.979980
	Iteration 64Q: 3 clusters Score -2421637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2421637.000000 Penalty: 5020.979980
	Iteration 65Q: 3 clusters Score -2421637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2421643.500000 Penalty: 5020.979980
	Iteration 66Q: 3 clusters Score -2421644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2421651.250000 Penalty: 5020.979980
	Iteration 67Q: 3 clusters Score -2421651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2421665.750000 Penalty: 5020.979980
	Iteration 68Q: 3 clusters Score -2421666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2421667.000000 Penalty: 5020.979980
	Iteration 69Q: 3 clusters Score -2421667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2421671.000000 Penalty: 5020.979980
	Iteration 70Q: 3 clusters Score -2421671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2421673.000000 Penalty: 5020.979980
	Iteration 71Q: 3 clusters Score -2421673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2421675.250000 Penalty: 5020.979980
	Iteration 72Q: 3 clusters Score -2421675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2421676.750000 Penalty: 5020.979980
	Iteration 73Q: 3 clusters Score -2421677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2421681.500000 Penalty: 5020.979980
	Iteration 74Q: 3 clusters Score -2421682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2421686.250000 Penalty: 5020.979980
	Iteration 75Q: 3 clusters Score -2421686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2421689.000000 Penalty: 5020.979980
	Iteration 76Q: 3 clusters Score -2421689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2421695.750000 Penalty: 5020.979980
	Iteration 77Q: 3 clusters Score -2421696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2421693.750000 Penalty: 5020.979980
	Iteration 78Q: 3 clusters Score -2421694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2421696.750000 Penalty: 5020.979980
	Iteration 79Q: 3 clusters Score -2421697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2421696.750000 Penalty: 5020.979980
	Iteration 80F: 3 clusters Score -2421697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2421699.500000 Penalty: 5020.979980
	Iteration 81Q: 3 clusters Score -2421700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2421695.000000 Penalty: 5020.979980
	Iteration 82Q: 3 clusters Score -2421695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2421696.000000 Penalty: 5020.979980
	Iteration 83Q: 3 clusters Score -2421696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2421700.750000 Penalty: 5020.979980
	Iteration 84Q: 3 clusters Score -2421701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2421700.750000 Penalty: 5020.979980
	Iteration 85F: 3 clusters Score -2421701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -475890.593750 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -475890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -471357.500000 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -471357.5 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -472444.437500 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -472444.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -472681.031250 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -472681 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -472802.937500 Penalty: 4236.484863
	Iteration 3Q: 3 clusters Score -472802.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -472903.187500 Penalty: 4236.484863
	Iteration 4Q: 3 clusters Score -472903.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -472972.750000 Penalty: 4236.484863
	Iteration 5Q: 3 clusters Score -472972.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -473027.187500 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -473027.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -473074.750000 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -473074.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -473113.906250 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -473113.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -473149.718750 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -473149.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -473183.812500 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -473183.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -473219.468750 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -473219.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -473261.718750 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -473261.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -473311.406250 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -473311.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -473377.687500 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -473377.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -473455.781250 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -473455.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -473539.750000 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -473539.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -473626.187500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -473626.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -473712.937500 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -473712.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -473807.312500 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -473807.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -473898.031250 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -473898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -473991.406250 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -473991.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -474074.875000 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -474074.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -474158.156250 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -474158.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -474231.812500 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -474231.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -474297.031250 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -474297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -474346.875000 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -474346.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -474394.843750 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -474394.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -474434.843750 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -474434.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -474465.312500 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -474465.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -474492.843750 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -474492.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -474515.031250 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -474515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -474537.187500 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -474537.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -474551.843750 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -474551.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -474568.343750 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -474568.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -474580.000000 Penalty: 4236.484863
	Iteration 35Q: 3 clusters Score -474580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -474590.937500 Penalty: 4236.484863
	Iteration 36Q: 3 clusters Score -474590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -474603.031250 Penalty: 4236.484863
	Iteration 37Q: 3 clusters Score -474603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -474612.875000 Penalty: 4236.484863
	Iteration 38Q: 3 clusters Score -474612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -474619.375000 Penalty: 4236.484863
	Iteration 39Q: 3 clusters Score -474619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -474641.375000 Penalty: 4236.484863
	Iteration 40F: 3 clusters Score -474641.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -474660.718750 Penalty: 4236.484863
	Iteration 41Q: 3 clusters Score -474660.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -474675.593750 Penalty: 4236.484863
	Iteration 42Q: 3 clusters Score -474675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -474681.187500 Penalty: 4236.484863
	Iteration 43Q: 3 clusters Score -474681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -474683.968750 Penalty: 4236.484863
	Iteration 44Q: 3 clusters Score -474684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -474686.031250 Penalty: 4236.484863
	Iteration 45Q: 3 clusters Score -474686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -474687.500000 Penalty: 4236.484863
	Iteration 46Q: 3 clusters Score -474687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -474688.062500 Penalty: 4236.484863
	Iteration 47Q: 3 clusters Score -474688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -474689.437500 Penalty: 4236.484863
	Iteration 48Q: 3 clusters Score -474689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -474690.562500 Penalty: 4236.484863
	Iteration 49Q: 3 clusters Score -474690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -474692.281250 Penalty: 4236.484863
	Iteration 50Q: 3 clusters Score -474692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -474694.468750 Penalty: 4236.484863
	Iteration 51Q: 3 clusters Score -474694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -474697.031250 Penalty: 4236.484863
	Iteration 52Q: 3 clusters Score -474697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -474699.187500 Penalty: 4236.484863
	Iteration 53Q: 3 clusters Score -474699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -474700.218750 Penalty: 4236.484863
	Iteration 54Q: 3 clusters Score -474700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -474700.218750 Penalty: 4236.484863
	Iteration 55F: 3 clusters Score -474700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -328326.031250 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -328326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -324931.156250 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -324931.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -325536.593750 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -325536.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -325692.093750 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -325692.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -325787.812500 Penalty: 4009.024658
	Iteration 3Q: 3 clusters Score -325787.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -325856.593750 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -325856.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -325906.906250 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -325906.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -325945.656250 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -325945.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -325974.500000 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -325974.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -325997.750000 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -325997.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -326012.531250 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -326012.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -326024.843750 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -326024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -326033.375000 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -326033.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -326041.406250 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -326041.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -326048.125000 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -326048.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -326055.343750 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -326055.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -326065.906250 Penalty: 4009.024658
	Iteration 15Q: 3 clusters Score -326065.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -326078.812500 Penalty: 4009.024658
	Iteration 16Q: 3 clusters Score -326078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -326089.031250 Penalty: 4009.024658
	Iteration 17Q: 3 clusters Score -326089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -326101.812500 Penalty: 4009.024658
	Iteration 18Q: 3 clusters Score -326101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -326108.156250 Penalty: 4009.024658
	Iteration 19Q: 3 clusters Score -326108.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -326119.187500 Penalty: 4009.024658
	Iteration 20F: 3 clusters Score -326119.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -326136.281250 Penalty: 4009.024658
	Iteration 21Q: 3 clusters Score -326136.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -326152.281250 Penalty: 4009.024658
	Iteration 22Q: 3 clusters Score -326152.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -326165.812500 Penalty: 4009.024658
	Iteration 23Q: 3 clusters Score -326165.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -326183.218750 Penalty: 4009.024658
	Iteration 24Q: 3 clusters Score -326183.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -326200.093750 Penalty: 4009.024658
	Iteration 25Q: 3 clusters Score -326200.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -326216.875000 Penalty: 4009.024658
	Iteration 26Q: 3 clusters Score -326216.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -326229.531250 Penalty: 4009.024658
	Iteration 27Q: 3 clusters Score -326229.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -326241.218750 Penalty: 4009.024658
	Iteration 28Q: 3 clusters Score -326241.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -326248.687500 Penalty: 4009.024658
	Iteration 29Q: 3 clusters Score -326248.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -326255.593750 Penalty: 4009.024658
	Iteration 30Q: 3 clusters Score -326255.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -326260.593750 Penalty: 4009.024658
	Iteration 31Q: 3 clusters Score -326260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -326261.312500 Penalty: 4009.024658
	Iteration 32Q: 3 clusters Score -326261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -326264.000000 Penalty: 4009.024658
	Iteration 33Q: 3 clusters Score -326264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -326264.750000 Penalty: 4009.024658
	Iteration 34Q: 3 clusters Score -326264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -326267.656250 Penalty: 4009.024658
	Iteration 35Q: 3 clusters Score -326267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -326269.156250 Penalty: 4009.024658
	Iteration 36Q: 3 clusters Score -326269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -326269.625000 Penalty: 4009.024658
	Iteration 37Q: 3 clusters Score -326269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -326269.625000 Penalty: 4009.024658
	Iteration 38F: 3 clusters Score -326269.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Entering Unmasked Estep 
Score: -2871102.000000 Penalty: 2545.261963
	Iteration 0F: 2 clusters Score -2871102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2851429.750000 Penalty: 5090.523926
	Iteration 0F: 3 clusters Score -2851430 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2858277.750000 Penalty: 5090.523926
	Iteration 1F: 3 clusters Score -2858278 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2858798.500000 Penalty: 5090.523926
	Iteration 2Q: 3 clusters Score -2858798 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2859299.000000 Penalty: 5090.523926
	Iteration 3Q: 3 clusters Score -2859299 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2859772.250000 Penalty: 5090.523926
	Iteration 4Q: 3 clusters Score -2859772 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2860216.000000 Penalty: 5090.523926
	Iteration 5Q: 3 clusters Score -2860216 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2860737.000000 Penalty: 5090.523926
	Iteration 6Q: 3 clusters Score -2860737 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2861357.000000 Penalty: 5090.523926
	Iteration 7Q: 3 clusters Score -2861357 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2862055.500000 Penalty: 5090.523926
	Iteration 8Q: 3 clusters Score -2862056 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2862973.750000 Penalty: 5090.523926
	Iteration 9F: 3 clusters Score -2862974 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2863979.250000 Penalty: 5090.523926
	Iteration 10F: 3 clusters Score -2863979 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2865109.250000 Penalty: 5090.523926
	Iteration 11F: 3 clusters Score -2865109 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2866033.750000 Penalty: 5090.523926
	Iteration 12Q: 3 clusters Score -2866034 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2866672.000000 Penalty: 5090.523926
	Iteration 13Q: 3 clusters Score -2866672 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2867083.250000 Penalty: 5090.523926
	Iteration 14Q: 3 clusters Score -2867083 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2867390.000000 Penalty: 5090.523926
	Iteration 15Q: 3 clusters Score -2867390 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2867591.000000 Penalty: 5090.523926
	Iteration 16Q: 3 clusters Score -2867591 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2867721.250000 Penalty: 5090.523926
	Iteration 17Q: 3 clusters Score -2867721 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2867837.000000 Penalty: 5090.523926
	Iteration 18Q: 3 clusters Score -2867837 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2867958.250000 Penalty: 5090.523926
	Iteration 19Q: 3 clusters Score -2867958 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -2868054.500000 Penalty: 5090.523926
	Iteration 20F: 3 clusters Score -2868054 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2868144.000000 Penalty: 5090.523926
	Iteration 21Q: 3 clusters Score -2868144 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2868241.250000 Penalty: 5090.523926
	Iteration 22Q: 3 clusters Score -2868241 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2868325.500000 Penalty: 5090.523926
	Iteration 23Q: 3 clusters Score -2868326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2868401.750000 Penalty: 5090.523926
	Iteration 24Q: 3 clusters Score -2868402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2868460.500000 Penalty: 5090.523926
	Iteration 25Q: 3 clusters Score -2868460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2868532.250000 Penalty: 5090.523926
	Iteration 26Q: 3 clusters Score -2868532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2868610.000000 Penalty: 5090.523926
	Iteration 27Q: 3 clusters Score -2868610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2868671.000000 Penalty: 5090.523926
	Iteration 28Q: 3 clusters Score -2868671 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2868725.000000 Penalty: 5090.523926
	Iteration 29Q: 3 clusters Score -2868725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -2868784.000000 Penalty: 5090.523926
	Iteration 30Q: 3 clusters Score -2868784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -2868837.500000 Penalty: 5090.523926
	Iteration 31Q: 3 clusters Score -2868838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2868874.000000 Penalty: 5090.523926
	Iteration 32Q: 3 clusters Score -2868874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -2868904.750000 Penalty: 5090.523926
	Iteration 33Q: 3 clusters Score -2868905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -2868945.000000 Penalty: 5090.523926
	Iteration 34Q: 3 clusters Score -2868945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2868970.500000 Penalty: 5090.523926
	Iteration 35Q: 3 clusters Score -2868970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -2868995.000000 Penalty: 5090.523926
	Iteration 36Q: 3 clusters Score -2868995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -2869003.500000 Penalty: 5090.523926
	Iteration 37Q: 3 clusters Score -2869004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -2869012.750000 Penalty: 5090.523926
	Iteration 38Q: 3 clusters Score -2869013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2869017.750000 Penalty: 5090.523926
	Iteration 39Q: 3 clusters Score -2869018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2869022.250000 Penalty: 5090.523926
	Iteration 40F: 3 clusters Score -2869022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -2869029.000000 Penalty: 5090.523926
	Iteration 41Q: 3 clusters Score -2869029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -2869033.250000 Penalty: 5090.523926
	Iteration 42Q: 3 clusters Score -2869033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2869031.250000 Penalty: 5090.523926
	Iteration 43Q: 3 clusters Score -2869031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -2869040.500000 Penalty: 5090.523926
	Iteration 44Q: 3 clusters Score -2869040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -2869053.750000 Penalty: 5090.523926
	Iteration 45Q: 3 clusters Score -2869054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2869055.750000 Penalty: 5090.523926
	Iteration 46Q: 3 clusters Score -2869056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -2869059.250000 Penalty: 5090.523926
	Iteration 47Q: 3 clusters Score -2869059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -2869069.250000 Penalty: 5090.523926
	Iteration 48Q: 3 clusters Score -2869069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2869071.750000 Penalty: 5090.523926
	Iteration 49Q: 3 clusters Score -2869072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -2869076.250000 Penalty: 5090.523926
	Iteration 50Q: 3 clusters Score -2869076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2869082.250000 Penalty: 5090.523926
	Iteration 51Q: 3 clusters Score -2869082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2869083.000000 Penalty: 5090.523926
	Iteration 52Q: 3 clusters Score -2869083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -2869089.750000 Penalty: 5090.523926
	Iteration 53Q: 3 clusters Score -2869090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -2869092.500000 Penalty: 5090.523926
	Iteration 54Q: 3 clusters Score -2869092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2869092.750000 Penalty: 5090.523926
	Iteration 55Q: 3 clusters Score -2869093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2869093.250000 Penalty: 5090.523926
	Iteration 56Q: 3 clusters Score -2869093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2869093.750000 Penalty: 5090.523926
	Iteration 57Q: 3 clusters Score -2869094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2869094.000000 Penalty: 5090.523926
	Iteration 58Q: 3 clusters Score -2869094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2869093.750000 Penalty: 5090.523926
	Iteration 59Q: 3 clusters Score -2869094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2869094.750000 Penalty: 5090.523926
	Iteration 60F: 3 clusters Score -2869095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2869096.000000 Penalty: 5090.523926
	Iteration 61Q: 3 clusters Score -2869096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2869092.750000 Penalty: 5090.523926
	Iteration 62Q: 3 clusters Score -2869093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2869092.750000 Penalty: 5090.523926
	Iteration 63F: 3 clusters Score -2869093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Entering Unmasked Estep 
Score: -3361819.500000 Penalty: 2584.541260
	Iteration 0F: 2 clusters Score -3361820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3338883.750000 Penalty: 5169.082520
	Iteration 0F: 3 clusters Score -3338884 nChanged 15225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3347487.750000 Penalty: 5169.082520
	Iteration 1F: 3 clusters Score -3347488 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3348159.250000 Penalty: 5169.082520
	Iteration 2F: 3 clusters Score -3348159 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3348727.750000 Penalty: 5169.082520
	Iteration 3Q: 3 clusters Score -3348728 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3349346.250000 Penalty: 5169.082520
	Iteration 4Q: 3 clusters Score -3349346 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3349953.000000 Penalty: 5169.082520
	Iteration 5Q: 3 clusters Score -3349953 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3350707.000000 Penalty: 5169.082520
	Iteration 6Q: 3 clusters Score -3350707 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3351662.000000 Penalty: 5169.082520
	Iteration 7F: 3 clusters Score -3351662 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3352950.750000 Penalty: 5169.082520
	Iteration 8F: 3 clusters Score -3352951 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3354465.750000 Penalty: 5169.082520
	Iteration 9F: 3 clusters Score -3354466 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3355996.250000 Penalty: 5169.082520
	Iteration 10F: 3 clusters Score -3355996 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3357251.250000 Penalty: 5169.082520
	Iteration 11Q: 3 clusters Score -3357251 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3357994.750000 Penalty: 5169.082520
	Iteration 12Q: 3 clusters Score -3357995 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3358433.500000 Penalty: 5169.082520
	Iteration 13Q: 3 clusters Score -3358434 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3358744.000000 Penalty: 5169.082520
	Iteration 14Q: 3 clusters Score -3358744 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3358973.750000 Penalty: 5169.082520
	Iteration 15Q: 3 clusters Score -3358974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3359123.500000 Penalty: 5169.082520
	Iteration 16Q: 3 clusters Score -3359124 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3359217.750000 Penalty: 5169.082520
	Iteration 17Q: 3 clusters Score -3359218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3359300.750000 Penalty: 5169.082520
	Iteration 18Q: 3 clusters Score -3359301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3359386.750000 Penalty: 5169.082520
	Iteration 19Q: 3 clusters Score -3359387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -3359437.250000 Penalty: 5169.082520
	Iteration 20F: 3 clusters Score -3359437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3359456.000000 Penalty: 5169.082520
	Iteration 21Q: 3 clusters Score -3359456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3359471.750000 Penalty: 5169.082520
	Iteration 22Q: 3 clusters Score -3359472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3359484.250000 Penalty: 5169.082520
	Iteration 23Q: 3 clusters Score -3359484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -3359503.500000 Penalty: 5169.082520
	Iteration 24Q: 3 clusters Score -3359504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -3359512.500000 Penalty: 5169.082520
	Iteration 25Q: 3 clusters Score -3359512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -3359525.000000 Penalty: 5169.082520
	Iteration 26Q: 3 clusters Score -3359525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -3359536.500000 Penalty: 5169.082520
	Iteration 27Q: 3 clusters Score -3359536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3359540.000000 Penalty: 5169.082520
	Iteration 28Q: 3 clusters Score -3359540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3359546.750000 Penalty: 5169.082520
	Iteration 29Q: 3 clusters Score -3359547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3359552.750000 Penalty: 5169.082520
	Iteration 30Q: 3 clusters Score -3359553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3359551.500000 Penalty: 5169.082520
	Iteration 31Q: 3 clusters Score -3359552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3359558.500000 Penalty: 5169.082520
	Iteration 32Q: 3 clusters Score -3359558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3359557.250000 Penalty: 5169.082520
	Iteration 33Q: 3 clusters Score -3359557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -3359565.750000 Penalty: 5169.082520
	Iteration 34Q: 3 clusters Score -3359566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3359563.750000 Penalty: 5169.082520
	Iteration 35Q: 3 clusters Score -3359564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -3359567.250000 Penalty: 5169.082520
	Iteration 36Q: 3 clusters Score -3359567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3359570.000000 Penalty: 5169.082520
	Iteration 37Q: 3 clusters Score -3359570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3359575.750000 Penalty: 5169.082520
	Iteration 38Q: 3 clusters Score -3359576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3359574.250000 Penalty: 5169.082520
	Iteration 39Q: 3 clusters Score -3359574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3359588.250000 Penalty: 5169.082520
	Iteration 40F: 3 clusters Score -3359588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3359594.750000 Penalty: 5169.082520
	Iteration 41Q: 3 clusters Score -3359595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3359596.250000 Penalty: 5169.082520
	Iteration 42Q: 3 clusters Score -3359596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3359604.000000 Penalty: 5169.082520
	Iteration 43Q: 3 clusters Score -3359604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3359610.750000 Penalty: 5169.082520
	Iteration 44Q: 3 clusters Score -3359611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -3359613.250000 Penalty: 5169.082520
	Iteration 45Q: 3 clusters Score -3359613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -3359618.250000 Penalty: 5169.082520
	Iteration 46Q: 3 clusters Score -3359618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3359620.000000 Penalty: 5169.082520
	Iteration 47Q: 3 clusters Score -3359620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3359616.250000 Penalty: 5169.082520
	Iteration 48Q: 3 clusters Score -3359616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -3359626.000000 Penalty: 5169.082520
	Iteration 49Q: 3 clusters Score -3359626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3359622.500000 Penalty: 5169.082520
	Iteration 50Q: 3 clusters Score -3359622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -3359624.750000 Penalty: 5169.082520
	Iteration 51Q: 3 clusters Score -3359625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3359630.250000 Penalty: 5169.082520
	Iteration 52Q: 3 clusters Score -3359630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -3359637.000000 Penalty: 5169.082520
	Iteration 53Q: 3 clusters Score -3359637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3359638.250000 Penalty: 5169.082520
	Iteration 54Q: 3 clusters Score -3359638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3359638.250000 Penalty: 5169.082520
	Iteration 55F: 3 clusters Score -3359638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -113213.421875 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -113213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -111100.476562 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -111100.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -111450.648438 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -111450.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111558.812500 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -111558.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -111612.335938 Penalty: 3552.933350
	Iteration 3Q: 3 clusters Score -111612.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111671.945312 Penalty: 3552.933350
	Iteration 4Q: 3 clusters Score -111671.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111730.796875 Penalty: 3552.933350
	Iteration 5Q: 3 clusters Score -111730.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -111787.296875 Penalty: 3552.933350
	Iteration 6Q: 3 clusters Score -111787.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111823.921875 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -111823.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111871.593750 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -111871.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -111905.218750 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -111905.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111946.171875 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -111946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111986.773438 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -111986.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112021.242188 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -112021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112035.140625 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -112035.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112047.867188 Penalty: 3552.933350
	Iteration 14Q: 3 clusters Score -112047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112059.414062 Penalty: 3552.933350
	Iteration 15Q: 3 clusters Score -112059.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -112070.179688 Penalty: 3552.933350
	Iteration 16Q: 3 clusters Score -112070.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112083.507812 Penalty: 3552.933350
	Iteration 17Q: 3 clusters Score -112083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -112089.273438 Penalty: 3552.933350
	Iteration 18Q: 3 clusters Score -112089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -112093.492188 Penalty: 3552.933350
	Iteration 19Q: 3 clusters Score -112093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112097.382812 Penalty: 3552.933350
	Iteration 20F: 3 clusters Score -112097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -112105.351562 Penalty: 3552.933350
	Iteration 21Q: 3 clusters Score -112105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -112109.781250 Penalty: 3552.933350
	Iteration 22Q: 3 clusters Score -112109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -112113.554688 Penalty: 3552.933350
	Iteration 23Q: 3 clusters Score -112113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112114.195312 Penalty: 3552.933350
	Iteration 24Q: 3 clusters Score -112114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112114.195312 Penalty: 3552.933350
	Iteration 25F: 3 clusters Score -112114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -335922.468750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -335922.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -332290.062500 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -332290.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -333117.000000 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -333117 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -333356.781250 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -333356.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -333548.937500 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -333548.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -333687.656250 Penalty: 4075.983398
	Iteration 4Q: 3 clusters Score -333687.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -333788.000000 Penalty: 4075.983398
	Iteration 5Q: 3 clusters Score -333788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -333895.062500 Penalty: 4075.983398
	Iteration 6Q: 3 clusters Score -333895.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -333998.906250 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -333998.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -334091.000000 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -334091 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -334172.031250 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -334172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -334244.718750 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -334244.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -334306.906250 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -334306.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -334357.531250 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -334357.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -334395.718750 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -334395.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -334424.187500 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -334424.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -334461.312500 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -334461.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -334486.125000 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -334486.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -334509.500000 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -334509.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -334530.718750 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -334530.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -334556.281250 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -334556.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -334575.781250 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -334575.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -334596.468750 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -334596.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -334620.218750 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -334620.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -334642.093750 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -334642.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -334655.250000 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -334655.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -334662.875000 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -334662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -334669.562500 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -334669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -334676.281250 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -334676.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -334683.093750 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -334683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -334690.968750 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -334691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -334695.718750 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -334695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -334700.031250 Penalty: 4075.983398
	Iteration 31Q: 3 clusters Score -334700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -334703.843750 Penalty: 4075.983398
	Iteration 32Q: 3 clusters Score -334703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -334706.781250 Penalty: 4075.983398
	Iteration 33Q: 3 clusters Score -334706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -334707.187500 Penalty: 4075.983398
	Iteration 34Q: 3 clusters Score -334707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -334708.500000 Penalty: 4075.983398
	Iteration 35Q: 3 clusters Score -334708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -334709.187500 Penalty: 4075.983398
	Iteration 36Q: 3 clusters Score -334709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -334710.406250 Penalty: 4075.983398
	Iteration 37Q: 3 clusters Score -334710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -334711.218750 Penalty: 4075.983398
	Iteration 38Q: 3 clusters Score -334711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -334712.312500 Penalty: 4075.983398
	Iteration 39Q: 3 clusters Score -334712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -334711.687500 Penalty: 4075.983398
	Iteration 40F: 3 clusters Score -334711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -166308.015625 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -166308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163824.484375 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -163824.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164227.234375 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -164227.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164350.968750 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -164351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164401.000000 Penalty: 3712.803955
	Iteration 3Q: 3 clusters Score -164401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164429.718750 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -164429.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -164449.750000 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -164449.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164460.328125 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -164460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -164465.546875 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -164465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164469.531250 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -164469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164476.375000 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -164476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164480.375000 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -164480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164483.343750 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -164483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164483.890625 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -164483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164484.312500 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -164484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164484.312500 Penalty: 3712.803955
	Iteration 14F: 3 clusters Score -164484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -406727.750000 Penalty: 2077.555908
	Iteration 0F: 2 clusters Score -406727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -402663.593750 Penalty: 4155.111816
	Iteration 0F: 3 clusters Score -402663.6 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -403673.000000 Penalty: 4155.111816
	Iteration 1F: 3 clusters Score -403673 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -403918.812500 Penalty: 4155.111816
	Iteration 2F: 3 clusters Score -403918.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -404081.625000 Penalty: 4155.111816
	Iteration 3F: 3 clusters Score -404081.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -404178.906250 Penalty: 4155.111816
	Iteration 4Q: 3 clusters Score -404178.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -404264.843750 Penalty: 4155.111816
	Iteration 5Q: 3 clusters Score -404264.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -404345.718750 Penalty: 4155.111816
	Iteration 6Q: 3 clusters Score -404345.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -404404.687500 Penalty: 4155.111816
	Iteration 7Q: 3 clusters Score -404404.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -404444.156250 Penalty: 4155.111816
	Iteration 8Q: 3 clusters Score -404444.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -404485.125000 Penalty: 4155.111816
	Iteration 9Q: 3 clusters Score -404485.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -404533.625000 Penalty: 4155.111816
	Iteration 10Q: 3 clusters Score -404533.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -404588.812500 Penalty: 4155.111816
	Iteration 11Q: 3 clusters Score -404588.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -404645.343750 Penalty: 4155.111816
	Iteration 12Q: 3 clusters Score -404645.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -404693.687500 Penalty: 4155.111816
	Iteration 13Q: 3 clusters Score -404693.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -404735.031250 Penalty: 4155.111816
	Iteration 14Q: 3 clusters Score -404735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -404788.218750 Penalty: 4155.111816
	Iteration 15Q: 3 clusters Score -404788.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -404857.281250 Penalty: 4155.111816
	Iteration 16Q: 3 clusters Score -404857.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -404924.843750 Penalty: 4155.111816
	Iteration 17Q: 3 clusters Score -404924.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -404994.437500 Penalty: 4155.111816
	Iteration 18Q: 3 clusters Score -404994.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -405058.937500 Penalty: 4155.111816
	Iteration 19Q: 3 clusters Score -405058.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -405122.062500 Penalty: 4155.111816
	Iteration 20F: 3 clusters Score -405122.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -405182.437500 Penalty: 4155.111816
	Iteration 21Q: 3 clusters Score -405182.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -405240.000000 Penalty: 4155.111816
	Iteration 22Q: 3 clusters Score -405240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -405288.218750 Penalty: 4155.111816
	Iteration 23Q: 3 clusters Score -405288.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -405321.125000 Penalty: 4155.111816
	Iteration 24Q: 3 clusters Score -405321.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -405342.968750 Penalty: 4155.111816
	Iteration 25Q: 3 clusters Score -405343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -405367.781250 Penalty: 4155.111816
	Iteration 26Q: 3 clusters Score -405367.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -405387.968750 Penalty: 4155.111816
	Iteration 27Q: 3 clusters Score -405388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -405412.000000 Penalty: 4155.111816
	Iteration 28Q: 3 clusters Score -405412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -405429.437500 Penalty: 4155.111816
	Iteration 29Q: 3 clusters Score -405429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -405442.437500 Penalty: 4155.111816
	Iteration 30Q: 3 clusters Score -405442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -405452.625000 Penalty: 4155.111816
	Iteration 31Q: 3 clusters Score -405452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -405458.312500 Penalty: 4155.111816
	Iteration 32Q: 3 clusters Score -405458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -405464.062500 Penalty: 4155.111816
	Iteration 33Q: 3 clusters Score -405464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -405468.968750 Penalty: 4155.111816
	Iteration 34Q: 3 clusters Score -405469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -405472.875000 Penalty: 4155.111816
	Iteration 35Q: 3 clusters Score -405472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -405477.375000 Penalty: 4155.111816
	Iteration 36Q: 3 clusters Score -405477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -405479.625000 Penalty: 4155.111816
	Iteration 37Q: 3 clusters Score -405479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -405482.750000 Penalty: 4155.111816
	Iteration 38Q: 3 clusters Score -405482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -405484.531250 Penalty: 4155.111816
	Iteration 39Q: 3 clusters Score -405484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -405484.187500 Penalty: 4155.111816
	Iteration 40F: 3 clusters Score -405484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -405485.250000 Penalty: 4155.111816
	Iteration 41Q: 3 clusters Score -405485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -405486.812500 Penalty: 4155.111816
	Iteration 42Q: 3 clusters Score -405486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -405486.875000 Penalty: 4155.111816
	Iteration 43Q: 3 clusters Score -405486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -405488.687500 Penalty: 4155.111816
	Iteration 44Q: 3 clusters Score -405488.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -405488.687500 Penalty: 4155.111816
	Iteration 45F: 3 clusters Score -405488.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -182655.468750 Penalty: 1859.857056
	Iteration 0F: 2 clusters Score -182655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -180110.375000 Penalty: 3719.714111
	Iteration 0F: 3 clusters Score -180110.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -180530.593750 Penalty: 3719.714111
	Iteration 1F: 3 clusters Score -180530.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180640.390625 Penalty: 3719.714111
	Iteration 2F: 3 clusters Score -180640.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180691.625000 Penalty: 3719.714111
	Iteration 3Q: 3 clusters Score -180691.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -180719.484375 Penalty: 3719.714111
	Iteration 4Q: 3 clusters Score -180719.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -180732.687500 Penalty: 3719.714111
	Iteration 5Q: 3 clusters Score -180732.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -180740.437500 Penalty: 3719.714111
	Iteration 6Q: 3 clusters Score -180740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180754.750000 Penalty: 3719.714111
	Iteration 7Q: 3 clusters Score -180754.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -180767.390625 Penalty: 3719.714111
	Iteration 8Q: 3 clusters Score -180767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180775.531250 Penalty: 3719.714111
	Iteration 9Q: 3 clusters Score -180775.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180777.593750 Penalty: 3719.714111
	Iteration 10Q: 3 clusters Score -180777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180780.578125 Penalty: 3719.714111
	Iteration 11Q: 3 clusters Score -180780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180784.546875 Penalty: 3719.714111
	Iteration 12Q: 3 clusters Score -180784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -180788.437500 Penalty: 3719.714111
	Iteration 13Q: 3 clusters Score -180788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -180790.937500 Penalty: 3719.714111
	Iteration 14Q: 3 clusters Score -180790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -180791.328125 Penalty: 3719.714111
	Iteration 15Q: 3 clusters Score -180791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -180792.015625 Penalty: 3719.714111
	Iteration 16Q: 3 clusters Score -180792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -180792.015625 Penalty: 3719.714111
	Iteration 17F: 3 clusters Score -180792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Entering Unmasked Estep 
Score: -1360475.250000 Penalty: 2382.494141
	Iteration 0F: 2 clusters Score -1360475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1349654.750000 Penalty: 4764.988281
	Iteration 0F: 3 clusters Score -1349655 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1353151.375000 Penalty: 4764.988281
	Iteration 1F: 3 clusters Score -1353151 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1353677.000000 Penalty: 4764.988281
	Iteration 2F: 3 clusters Score -1353677 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1354190.125000 Penalty: 4764.988281
	Iteration 3F: 3 clusters Score -1354190 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1354803.375000 Penalty: 4764.988281
	Iteration 4F: 3 clusters Score -1354803 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1355584.250000 Penalty: 4764.988281
	Iteration 5F: 3 clusters Score -1355584 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1356455.750000 Penalty: 4764.988281
	Iteration 6F: 3 clusters Score -1356456 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1357377.500000 Penalty: 4764.988281
	Iteration 7F: 3 clusters Score -1357378 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1358169.125000 Penalty: 4764.988281
	Iteration 8F: 3 clusters Score -1358169 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1358669.875000 Penalty: 4764.988281
	Iteration 9Q: 3 clusters Score -1358670 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1358986.500000 Penalty: 4764.988281
	Iteration 10Q: 3 clusters Score -1358986 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1359168.375000 Penalty: 4764.988281
	Iteration 11Q: 3 clusters Score -1359168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1359271.625000 Penalty: 4764.988281
	Iteration 12Q: 3 clusters Score -1359272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1359328.750000 Penalty: 4764.988281
	Iteration 13Q: 3 clusters Score -1359329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1359365.750000 Penalty: 4764.988281
	Iteration 14Q: 3 clusters Score -1359366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1359386.375000 Penalty: 4764.988281
	Iteration 15Q: 3 clusters Score -1359386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1359400.750000 Penalty: 4764.988281
	Iteration 16Q: 3 clusters Score -1359401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1359412.125000 Penalty: 4764.988281
	Iteration 17Q: 3 clusters Score -1359412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1359423.250000 Penalty: 4764.988281
	Iteration 18Q: 3 clusters Score -1359423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1359435.000000 Penalty: 4764.988281
	Iteration 19Q: 3 clusters Score -1359435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1359443.375000 Penalty: 4764.988281
	Iteration 20F: 3 clusters Score -1359443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1359454.375000 Penalty: 4764.988281
	Iteration 21Q: 3 clusters Score -1359454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1359456.375000 Penalty: 4764.988281
	Iteration 22Q: 3 clusters Score -1359456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1359462.375000 Penalty: 4764.988281
	Iteration 23Q: 3 clusters Score -1359462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1359468.625000 Penalty: 4764.988281
	Iteration 24Q: 3 clusters Score -1359469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1359470.750000 Penalty: 4764.988281
	Iteration 25Q: 3 clusters Score -1359471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1359477.250000 Penalty: 4764.988281
	Iteration 26Q: 3 clusters Score -1359477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1359476.500000 Penalty: 4764.988281
	Iteration 27Q: 3 clusters Score -1359476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1359481.625000 Penalty: 4764.988281
	Iteration 28Q: 3 clusters Score -1359482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1359481.125000 Penalty: 4764.988281
	Iteration 29Q: 3 clusters Score -1359481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1359484.625000 Penalty: 4764.988281
	Iteration 30Q: 3 clusters Score -1359485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1359485.375000 Penalty: 4764.988281
	Iteration 31Q: 3 clusters Score -1359485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1359492.750000 Penalty: 4764.988281
	Iteration 32Q: 3 clusters Score -1359493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1359497.125000 Penalty: 4764.988281
	Iteration 33Q: 3 clusters Score -1359497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1359500.500000 Penalty: 4764.988281
	Iteration 34Q: 3 clusters Score -1359500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1359502.625000 Penalty: 4764.988281
	Iteration 35Q: 3 clusters Score -1359503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1359506.750000 Penalty: 4764.988281
	Iteration 36Q: 3 clusters Score -1359507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1359511.125000 Penalty: 4764.988281
	Iteration 37Q: 3 clusters Score -1359511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1359510.875000 Penalty: 4764.988281
	Iteration 38Q: 3 clusters Score -1359511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1359513.750000 Penalty: 4764.988281
	Iteration 39Q: 3 clusters Score -1359514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1359515.500000 Penalty: 4764.988281
	Iteration 40F: 3 clusters Score -1359516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1359519.625000 Penalty: 4764.988281
	Iteration 41Q: 3 clusters Score -1359520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1359512.125000 Penalty: 4764.988281
	Iteration 42Q: 3 clusters Score -1359512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1359518.000000 Penalty: 4764.988281
	Iteration 43Q: 3 clusters Score -1359518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1359516.375000 Penalty: 4764.988281
	Iteration 44Q: 3 clusters Score -1359516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1359514.125000 Penalty: 4764.988281
	Iteration 45Q: 3 clusters Score -1359514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1359514.125000 Penalty: 4764.988281
	Iteration 46F: 3 clusters Score -1359514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -181630.609375 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -181630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -178866.812500 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -178866.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179577.828125 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -179577.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -179953.437500 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -179953.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180343.812500 Penalty: 3836.775146
	Iteration 3F: 3 clusters Score -180343.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -180761.531250 Penalty: 3836.775146
	Iteration 4F: 3 clusters Score -180761.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -181119.578125 Penalty: 3836.775146
	Iteration 5F: 3 clusters Score -181119.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -181399.265625 Penalty: 3836.775146
	Iteration 6F: 3 clusters Score -181399.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -181673.656250 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -181673.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -181865.484375 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -181865.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -181999.093750 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -181999.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -182076.609375 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -182076.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -182133.171875 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -182133.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -182174.765625 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -182174.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -182202.109375 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -182202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -182217.609375 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -182217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -182241.015625 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -182241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -182246.093750 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -182246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -182246.093750 Penalty: 3836.775146
	Iteration 17F: 3 clusters Score -182246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 64061 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 101008 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 21339 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 7512 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 24908 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 3238 members 
Mstep: Class 34 contains 28657 members 
Mstep: Class 35 contains 33575 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 1782 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 14866 members 
Mstep: Class 42 contains 1335 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 5965 members 
Mstep: Class 46 contains 953 members 
Entering Unmasked Estep 
Score: -58953736.000000 Penalty: 152269.187500
Splitting cluster 42 changes total score from -58954508.000000 to -58953736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -199785.156250 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -199785.2 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 1120 members 
Entering Unmasked Estep 
Score: -197016.937500 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -197016.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -197557.468750 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -197557.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -197710.015625 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -197710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197814.968750 Penalty: 3820.691895
	Iteration 3Q: 3 clusters Score -197815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -197891.390625 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -197891.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -197951.312500 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -197951.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -198003.406250 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -198003.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -198049.718750 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -198049.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -198102.406250 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -198102.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198138.781250 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -198138.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198165.453125 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -198165.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198190.468750 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -198190.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198224.718750 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -198224.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -198264.593750 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -198264.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -198294.421875 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -198294.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198325.656250 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -198325.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -198349.500000 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -198349.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198376.203125 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -198376.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -198402.718750 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -198402.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -198422.796875 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -198422.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -198450.937500 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -198450.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -198488.484375 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -198488.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -198516.546875 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -198516.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -198545.000000 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -198545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -198575.093750 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -198575.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -198596.750000 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -198596.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198612.531250 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -198612.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -198637.046875 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -198637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -198656.046875 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -198656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -198664.171875 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -198664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -198670.437500 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -198670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -198673.906250 Penalty: 3820.691895
	Iteration 31Q: 3 clusters Score -198673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -198678.750000 Penalty: 3820.691895
	Iteration 32Q: 3 clusters Score -198678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -198684.156250 Penalty: 3820.691895
	Iteration 33Q: 3 clusters Score -198684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198690.656250 Penalty: 3820.691895
	Iteration 34Q: 3 clusters Score -198690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -198696.281250 Penalty: 3820.691895
	Iteration 35Q: 3 clusters Score -198696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198700.281250 Penalty: 3820.691895
	Iteration 36Q: 3 clusters Score -198700.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198707.312500 Penalty: 3820.691895
	Iteration 37Q: 3 clusters Score -198707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198712.234375 Penalty: 3820.691895
	Iteration 38Q: 3 clusters Score -198712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -198717.718750 Penalty: 3820.691895
	Iteration 39Q: 3 clusters Score -198717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -198719.187500 Penalty: 3820.691895
	Iteration 40F: 3 clusters Score -198719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -198720.171875 Penalty: 3820.691895
	Iteration 41Q: 3 clusters Score -198720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -198720.171875 Penalty: 3820.691895
	Iteration 42F: 3 clusters Score -198720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -983859.312500 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -983859.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -976378.187500 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -976378.2 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -978493.187500 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -978493.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -978849.187500 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -978849.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -979189.375000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -979189.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -979568.312500 Penalty: 4550.555176
	Iteration 4F: 3 clusters Score -979568.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -979915.187500 Penalty: 4550.555176
	Iteration 5F: 3 clusters Score -979915.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -980241.500000 Penalty: 4550.555176
	Iteration 6F: 3 clusters Score -980241.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -980522.312500 Penalty: 4550.555176
	Iteration 7Q: 3 clusters Score -980522.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -980755.062500 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -980755.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -980950.875000 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -980950.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -981099.937500 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -981099.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -981215.937500 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -981215.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -981306.750000 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -981306.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -981394.562500 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -981394.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -981462.312500 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -981462.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -981530.250000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -981530.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -981578.437500 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -981578.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -981626.625000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -981626.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -981667.375000 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -981667.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -981711.500000 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -981711.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -981748.312500 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -981748.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -981772.937500 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -981772.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -981792.062500 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -981792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -981798.000000 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -981798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -981811.750000 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -981811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -981820.062500 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -981820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -981827.062500 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -981827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -981832.625000 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -981832.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -981840.250000 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -981840.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -981855.000000 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -981855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -981864.250000 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -981864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -981868.187500 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -981868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -981874.625000 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -981874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -981878.687500 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -981878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -981881.062500 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -981881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -981883.687500 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -981883.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -981890.125000 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -981890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -981895.687500 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -981895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -981903.812500 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -981903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -981910.312500 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -981910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -981912.812500 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -981912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -981920.375000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -981920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -981923.875000 Penalty: 4550.555176
	Iteration 42Q: 3 clusters Score -981923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -981922.375000 Penalty: 4550.555176
	Iteration 43Q: 3 clusters Score -981922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -981923.875000 Penalty: 4550.555176
	Iteration 44Q: 3 clusters Score -981923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -981923.875000 Penalty: 4550.555176
	Iteration 45F: 3 clusters Score -981923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -605119.375000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -605119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -600013.000000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -600013 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -601307.750000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -601307.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -601499.187500 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -601499.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -601597.937500 Penalty: 4312.057617
	Iteration 3Q: 3 clusters Score -601597.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -601663.125000 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -601663.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -601711.937500 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -601711.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -601750.437500 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -601750.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -601782.750000 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -601782.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -601803.375000 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -601803.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -601827.937500 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -601827.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -601843.687500 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -601843.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -601863.125000 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -601863.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -601884.375000 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -601884.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -601906.062500 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -601906.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -601923.125000 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -601923.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -601942.500000 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -601942.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -601959.500000 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -601959.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -601978.625000 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -601978.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -601993.000000 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -601993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -602010.125000 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -602010.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -602028.062500 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -602028.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -602039.750000 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -602039.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -602054.625000 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -602054.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -602072.125000 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -602072.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -602091.312500 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -602091.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -602111.875000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -602111.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -602138.562500 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -602138.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -602165.062500 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -602165.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -602188.437500 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -602188.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -602216.562500 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -602216.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -602251.937500 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -602251.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -602295.875000 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -602295.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -602347.062500 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -602347.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -602404.312500 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -602404.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -602467.625000 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -602467.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -602531.750000 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -602531.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -602597.937500 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -602597.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -602662.187500 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -602662.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -602728.937500 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -602728.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -602791.812500 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -602791.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -602846.250000 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -602846.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -602900.437500 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -602900.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -602950.312500 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -602950.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -602994.187500 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -602994.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -603021.687500 Penalty: 4312.057617
	Iteration 44Q: 3 clusters Score -603021.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -603044.250000 Penalty: 4312.057617
	Iteration 45Q: 3 clusters Score -603044.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -603065.812500 Penalty: 4312.057617
	Iteration 46Q: 3 clusters Score -603065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -603085.437500 Penalty: 4312.057617
	Iteration 47Q: 3 clusters Score -603085.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -603101.000000 Penalty: 4312.057617
	Iteration 48Q: 3 clusters Score -603101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -603112.187500 Penalty: 4312.057617
	Iteration 49Q: 3 clusters Score -603112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -603122.062500 Penalty: 4312.057617
	Iteration 50Q: 3 clusters Score -603122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -603129.500000 Penalty: 4312.057617
	Iteration 51Q: 3 clusters Score -603129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -603134.875000 Penalty: 4312.057617
	Iteration 52Q: 3 clusters Score -603134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -603143.562500 Penalty: 4312.057617
	Iteration 53Q: 3 clusters Score -603143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -603149.000000 Penalty: 4312.057617
	Iteration 54Q: 3 clusters Score -603149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -603153.312500 Penalty: 4312.057617
	Iteration 55Q: 3 clusters Score -603153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -603157.250000 Penalty: 4312.057617
	Iteration 56Q: 3 clusters Score -603157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -603161.625000 Penalty: 4312.057617
	Iteration 57Q: 3 clusters Score -603161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -603163.625000 Penalty: 4312.057617
	Iteration 58Q: 3 clusters Score -603163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -603165.000000 Penalty: 4312.057617
	Iteration 59Q: 3 clusters Score -603165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -603167.000000 Penalty: 4312.057617
	Iteration 60F: 3 clusters Score -603167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -603168.875000 Penalty: 4312.057617
	Iteration 61Q: 3 clusters Score -603168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -603171.562500 Penalty: 4312.057617
	Iteration 62Q: 3 clusters Score -603171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -603176.750000 Penalty: 4312.057617
	Iteration 63Q: 3 clusters Score -603176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -603181.687500 Penalty: 4312.057617
	Iteration 64Q: 3 clusters Score -603181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -603187.687500 Penalty: 4312.057617
	Iteration 65Q: 3 clusters Score -603187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -603189.250000 Penalty: 4312.057617
	Iteration 66Q: 3 clusters Score -603189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -603190.562500 Penalty: 4312.057617
	Iteration 67Q: 3 clusters Score -603190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -603190.562500 Penalty: 4312.057617
	Iteration 68F: 3 clusters Score -603190.6 nChanged 0
--- Evaluating fit on full set of 1878892 points ---
Entering Unmasked Estep 
Score: -176780976.000000 Penalty: 161219.515625
23->46 Clusters: Score -176780976.000000, best is -177038768.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 626297 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 27360 members 
Mstep: Class 5 contains 27455 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 27250 members 
Mstep: Class 8 contains 27144 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 27143 members 
Mstep: Class 12 contains 27164 members 
Mstep: Class 13 contains 27170 members 
Mstep: Class 14 contains 27039 members 
Mstep: Class 15 contains 27385 members 
Mstep: Class 16 contains 26961 members 
Mstep: Class 17 contains 27334 members 
Mstep: Class 18 contains 27297 members 
Mstep: Class 19 contains 27037 members 
Mstep: Class 20 contains 27206 members 
Mstep: Class 21 contains 27449 members 
Mstep: Class 22 contains 27144 members 
Mstep: Class 23 contains 27208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 704.612244 but Gain 3310.195312
Score: -54557680.000000 Penalty: 72824.398438
Iteration 0F: 23 clusters Score -5.455768e+07 nChanged 594442
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 19269 members 
Mstep: Class 4 contains 33540 members 
Mstep: Class 5 contains 39310 members 
Mstep: Class 6 contains 25329 members 
Mstep: Class 7 contains 13199 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 9 contains 15917 members 
Mstep: Class 10 contains 38195 members 
Mstep: Class 11 contains 23479 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 36433 members 
Mstep: Class 14 contains 12871 members 
Mstep: Class 15 contains 16602 members 
Mstep: Class 17 contains 25477 members 
Mstep: Class 18 contains 15856 members 
Mstep: Class 19 contains 22182 members 
Mstep: Class 20 contains 22001 members 
Mstep: Class 21 contains 64057 members 
Mstep: Class 22 contains 23037 members 
Mstep: Class 23 contains 67577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56964420.000000 Penalty: 72824.398438
Iteration 1F: 23 clusters Score -5.696442e+07 nChanged 289516
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 57918 members 
Mstep: Class 5 contains 62800 members 
Mstep: Class 6 contains 26636 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 9215 members 
Mstep: Class 9 contains 9163 members 
Mstep: Class 10 contains 22531 members 
Mstep: Class 11 contains 12782 members 
Mstep: Class 12 contains 24586 members 
Mstep: Class 13 contains 43549 members 
Mstep: Class 14 contains 15432 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 32442 members 
Mstep: Class 20 contains 20213 members 
Mstep: Class 21 contains 57006 members 
Mstep: Class 22 contains 29988 members 
Mstep: Class 23 contains 54770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57802452.000000 Penalty: 72824.398438
Iteration 2F: 23 clusters Score -5.780245e+07 nChanged 198570
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 6333 members 
Mstep: Class 4 contains 70014 members 
Mstep: Class 5 contains 61412 members 
Mstep: Class 6 contains 27184 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 20755 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 17449 members 
Mstep: Class 13 contains 38329 members 
Mstep: Class 14 contains 19429 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 17 contains 12182 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 54662 members 
Mstep: Class 20 contains 16509 members 
Mstep: Class 21 contains 50930 members 
Mstep: Class 22 contains 34811 members 
Mstep: Class 23 contains 41501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58193392.000000 Penalty: 72824.398438
Iteration 3F: 23 clusters Score -5.819339e+07 nChanged 134647
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 78482 members 
Mstep: Class 5 contains 52387 members 
Mstep: Class 6 contains 25657 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 21293 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 13221 members 
Mstep: Class 13 contains 32260 members 
Mstep: Class 14 contains 20071 members 
Mstep: Class 15 contains 7502 members 
Mstep: Class 17 contains 10901 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 70848 members 
Mstep: Class 20 contains 14349 members 
Mstep: Class 21 contains 51250 members 
Mstep: Class 22 contains 35674 members 
Mstep: Class 23 contains 33850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58389668.000000 Penalty: 72824.398438
Iteration 4F: 23 clusters Score -5.838967e+07 nChanged 88473
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 7768 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 84832 members 
Mstep: Class 5 contains 44397 members 
Mstep: Class 6 contains 22669 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 28703 members 
Mstep: Class 14 contains 19327 members 
Mstep: Class 15 contains 6664 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 74662 members 
Mstep: Class 20 contains 13587 members 
Mstep: Class 21 contains 55157 members 
Mstep: Class 22 contains 35194 members 
Mstep: Class 23 contains 29343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58489832.000000 Penalty: 72824.398438
Iteration 5F: 23 clusters Score -5.848983e+07 nChanged 61197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 135920 members 
Mstep: Class 2 contains 7796 members 
Mstep: Class 3 contains 4609 members 
Mstep: Class 4 contains 87702 members 
Mstep: Class 5 contains 40689 members 
Mstep: Class 6 contains 20378 members 
Mstep: Class 7 contains 3261 members 
Mstep: Class 8 contains 7854 members 
Mstep: Class 9 contains 3775 members 
Mstep: Class 10 contains 18919 members 
Mstep: Class 11 contains 3882 members 
Mstep: Class 12 contains 10299 members 
Mstep: Class 13 contains 25750 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 5966 members 
Mstep: Class 17 contains 14273 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 74839 members 
Mstep: Class 20 contains 14163 members 
Mstep: Class 21 contains 58461 members 
Mstep: Class 22 contains 34595 members 
Mstep: Class 23 contains 26181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58552988.000000 Penalty: 72824.398438
Iteration 6F: 23 clusters Score -5.855299e+07 nChanged 46003
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 7690 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 87969 members 
Mstep: Class 5 contains 41543 members 
Mstep: Class 6 contains 18952 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 9413 members 
Mstep: Class 13 contains 22992 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 5534 members 
Mstep: Class 17 contains 16423 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 74557 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 59586 members 
Mstep: Class 22 contains 33905 members 
Mstep: Class 23 contains 23682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58597052.000000 Penalty: 72824.398438
Iteration 7F: 23 clusters Score -5.859705e+07 nChanged 37579
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 143504 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 87010 members 
Mstep: Class 5 contains 45154 members 
Mstep: Class 6 contains 17972 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 17610 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 8862 members 
Mstep: Class 13 contains 20603 members 
Mstep: Class 14 contains 15430 members 
Mstep: Class 15 contains 5226 members 
Mstep: Class 17 contains 18287 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 74344 members 
Mstep: Class 20 contains 18334 members 
Mstep: Class 21 contains 59217 members 
Mstep: Class 22 contains 32953 members 
Mstep: Class 23 contains 21901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58628868.000000 Penalty: 72824.398438
Iteration 8F: 23 clusters Score -5.862887e+07 nChanged 32201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 85900 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 17294 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 18607 members 
Mstep: Class 14 contains 14129 members 
Mstep: Class 15 contains 5011 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 74165 members 
Mstep: Class 20 contains 20292 members 
Mstep: Class 21 contains 57820 members 
Mstep: Class 22 contains 31897 members 
Mstep: Class 23 contains 20554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58654760.000000 Penalty: 72824.398438
Iteration 9F: 23 clusters Score -5.865476e+07 nChanged 28263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 143230 members 
Mstep: Class 2 contains 7372 members 
Mstep: Class 3 contains 6269 members 
Mstep: Class 4 contains 85168 members 
Mstep: Class 5 contains 55675 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 6595 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 12936 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 17 contains 21108 members 
Mstep: Class 18 contains 8511 members 
Mstep: Class 19 contains 73892 members 
Mstep: Class 20 contains 22362 members 
Mstep: Class 21 contains 55625 members 
Mstep: Class 22 contains 30856 members 
Mstep: Class 23 contains 19475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58677696.000000 Penalty: 72824.398438
Iteration 10Q: 23 clusters Score -5.86777e+07 nChanged 24802
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 141722 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 84693 members 
Mstep: Class 5 contains 60985 members 
Mstep: Class 6 contains 16261 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 6304 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 16854 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 9114 members 
Mstep: Class 13 contains 15479 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 8275 members 
Mstep: Class 19 contains 73518 members 
Mstep: Class 20 contains 24363 members 
Mstep: Class 21 contains 52922 members 
Mstep: Class 22 contains 29940 members 
Mstep: Class 23 contains 18597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58697056.000000 Penalty: 72824.398438
Iteration 11Q: 23 clusters Score -5.869706e+07 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 84427 members 
Mstep: Class 5 contains 65976 members 
Mstep: Class 6 contains 15916 members 
Mstep: Class 7 contains 7795 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 16670 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 9536 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 11242 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 17 contains 23146 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 73100 members 
Mstep: Class 20 contains 26324 members 
Mstep: Class 21 contains 49813 members 
Mstep: Class 22 contains 29105 members 
Mstep: Class 23 contains 17894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58710984.000000 Penalty: 72824.398438
Iteration 12Q: 23 clusters Score -5.871098e+07 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137907 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 84273 members 
Mstep: Class 5 contains 70170 members 
Mstep: Class 6 contains 15618 members 
Mstep: Class 7 contains 8833 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 16522 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 10027 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 10777 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 17 contains 23884 members 
Mstep: Class 18 contains 7771 members 
Mstep: Class 19 contains 72665 members 
Mstep: Class 20 contains 28075 members 
Mstep: Class 21 contains 46732 members 
Mstep: Class 22 contains 28338 members 
Mstep: Class 23 contains 17434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58721504.000000 Penalty: 72824.398438
Iteration 13Q: 23 clusters Score -5.87215e+07 nChanged 15253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 136068 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 7053 members 
Mstep: Class 4 contains 83978 members 
Mstep: Class 5 contains 73787 members 
Mstep: Class 6 contains 15415 members 
Mstep: Class 7 contains 9695 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 16426 members 
Mstep: Class 11 contains 5870 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 17 contains 24423 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 72223 members 
Mstep: Class 20 contains 29467 members 
Mstep: Class 21 contains 43939 members 
Mstep: Class 22 contains 27755 members 
Mstep: Class 23 contains 17164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58729608.000000 Penalty: 72824.398438
Iteration 14Q: 23 clusters Score -5.872961e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 134319 members 
Mstep: Class 2 contains 7534 members 
Mstep: Class 3 contains 7226 members 
Mstep: Class 4 contains 83581 members 
Mstep: Class 5 contains 76781 members 
Mstep: Class 6 contains 15275 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 14 contains 10161 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 17 contains 24857 members 
Mstep: Class 18 contains 7477 members 
Mstep: Class 19 contains 71794 members 
Mstep: Class 20 contains 30549 members 
Mstep: Class 21 contains 41565 members 
Mstep: Class 22 contains 27260 members 
Mstep: Class 23 contains 17050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58736032.000000 Penalty: 72824.398438
Iteration 15Q: 23 clusters Score -5.873603e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 132663 members 
Mstep: Class 2 contains 7595 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 83017 members 
Mstep: Class 5 contains 79402 members 
Mstep: Class 6 contains 15148 members 
Mstep: Class 7 contains 10887 members 
Mstep: Class 8 contains 5263 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 16318 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 9984 members 
Mstep: Class 15 contains 4667 members 
Mstep: Class 17 contains 25155 members 
Mstep: Class 18 contains 7369 members 
Mstep: Class 19 contains 71450 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 39558 members 
Mstep: Class 22 contains 26888 members 
Mstep: Class 23 contains 17018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58741676.000000 Penalty: 72824.398438
Iteration 16Q: 23 clusters Score -5.874168e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 131000 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 82321 members 
Mstep: Class 5 contains 81570 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 7 contains 11259 members 
Mstep: Class 8 contains 5132 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 16296 members 
Mstep: Class 11 contains 7205 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 15167 members 
Mstep: Class 14 contains 9846 members 
Mstep: Class 15 contains 4744 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 71213 members 
Mstep: Class 20 contains 31881 members 
Mstep: Class 21 contains 38057 members 
Mstep: Class 22 contains 26668 members 
Mstep: Class 23 contains 17060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58745824.000000 Penalty: 72824.398438
Iteration 17Q: 23 clusters Score -5.874582e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 129414 members 
Mstep: Class 2 contains 7704 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 81632 members 
Mstep: Class 5 contains 83413 members 
Mstep: Class 6 contains 15011 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 16268 members 
Mstep: Class 11 contains 7787 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 15687 members 
Mstep: Class 14 contains 9746 members 
Mstep: Class 15 contains 4836 members 
Mstep: Class 17 contains 25434 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 71071 members 
Mstep: Class 20 contains 32303 members 
Mstep: Class 21 contains 36755 members 
Mstep: Class 22 contains 26483 members 
Mstep: Class 23 contains 17175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58749248.000000 Penalty: 72824.398438
Iteration 18Q: 23 clusters Score -5.874925e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 80946 members 
Mstep: Class 5 contains 84932 members 
Mstep: Class 6 contains 14959 members 
Mstep: Class 7 contains 11748 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 8491 members 
Mstep: Class 12 contains 12105 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 9671 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 17 contains 25488 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 70970 members 
Mstep: Class 20 contains 32598 members 
Mstep: Class 21 contains 35729 members 
Mstep: Class 22 contains 26284 members 
Mstep: Class 23 contains 17275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58751420.000000 Penalty: 72824.398438
Iteration 19Q: 23 clusters Score -5.875142e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 7838 members 
Mstep: Class 4 contains 80356 members 
Mstep: Class 5 contains 86201 members 
Mstep: Class 6 contains 14900 members 
Mstep: Class 7 contains 11905 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 12193 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 9601 members 
Mstep: Class 15 contains 5057 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 70898 members 
Mstep: Class 20 contains 32815 members 
Mstep: Class 21 contains 34880 members 
Mstep: Class 22 contains 26139 members 
Mstep: Class 23 contains 17345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58755768.000000 Penalty: 72824.398438
Iteration 20F: 23 clusters Score -5.875577e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 124971 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 79763 members 
Mstep: Class 5 contains 87470 members 
Mstep: Class 6 contains 14818 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 16090 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 12313 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 14 contains 9444 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 17 contains 25530 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 70827 members 
Mstep: Class 20 contains 33249 members 
Mstep: Class 21 contains 33862 members 
Mstep: Class 22 contains 25624 members 
Mstep: Class 23 contains 17370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58759828.000000 Penalty: 72824.398438
Iteration 21Q: 23 clusters Score -5.875983e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 79276 members 
Mstep: Class 5 contains 88550 members 
Mstep: Class 6 contains 14745 members 
Mstep: Class 7 contains 13145 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 10698 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 17527 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 17 contains 25550 members 
Mstep: Class 18 contains 7159 members 
Mstep: Class 19 contains 70745 members 
Mstep: Class 20 contains 33595 members 
Mstep: Class 21 contains 32929 members 
Mstep: Class 22 contains 25126 members 
Mstep: Class 23 contains 17472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58763392.000000 Penalty: 72824.398438
Iteration 22Q: 23 clusters Score -5.876339e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 78866 members 
Mstep: Class 5 contains 89449 members 
Mstep: Class 6 contains 14673 members 
Mstep: Class 7 contains 13597 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 2169 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 11362 members 
Mstep: Class 12 contains 12432 members 
Mstep: Class 13 contains 17876 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 17 contains 25542 members 
Mstep: Class 18 contains 7125 members 
Mstep: Class 19 contains 70663 members 
Mstep: Class 20 contains 33863 members 
Mstep: Class 21 contains 32144 members 
Mstep: Class 22 contains 24580 members 
Mstep: Class 23 contains 17555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58766060.000000 Penalty: 72824.398438
Iteration 23Q: 23 clusters Score -5.876606e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 8743 members 
Mstep: Class 3 contains 8481 members 
Mstep: Class 4 contains 78489 members 
Mstep: Class 5 contains 90169 members 
Mstep: Class 6 contains 14604 members 
Mstep: Class 7 contains 13987 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 12027 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 18191 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 5481 members 
Mstep: Class 17 contains 25529 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 70548 members 
Mstep: Class 20 contains 34058 members 
Mstep: Class 21 contains 31434 members 
Mstep: Class 22 contains 24011 members 
Mstep: Class 23 contains 17619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58768260.000000 Penalty: 72824.398438
Iteration 24Q: 23 clusters Score -5.876826e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 78188 members 
Mstep: Class 5 contains 90754 members 
Mstep: Class 6 contains 14566 members 
Mstep: Class 7 contains 14372 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 2113 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 18435 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 5581 members 
Mstep: Class 17 contains 25523 members 
Mstep: Class 18 contains 7010 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 20 contains 34213 members 
Mstep: Class 21 contains 30760 members 
Mstep: Class 22 contains 23419 members 
Mstep: Class 23 contains 17637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58770280.000000 Penalty: 72824.398438
Iteration 25Q: 23 clusters Score -5.877028e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 77896 members 
Mstep: Class 5 contains 91281 members 
Mstep: Class 6 contains 14542 members 
Mstep: Class 7 contains 14707 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 16017 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 12495 members 
Mstep: Class 13 contains 18653 members 
Mstep: Class 14 contains 9586 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 17 contains 25528 members 
Mstep: Class 18 contains 6936 members 
Mstep: Class 19 contains 70260 members 
Mstep: Class 20 contains 34330 members 
Mstep: Class 21 contains 30214 members 
Mstep: Class 22 contains 22894 members 
Mstep: Class 23 contains 17643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58771924.000000 Penalty: 72824.398438
Iteration 26Q: 23 clusters Score -5.877192e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 4 contains 77622 members 
Mstep: Class 5 contains 91682 members 
Mstep: Class 6 contains 14488 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 15995 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 18842 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 5750 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 70114 members 
Mstep: Class 20 contains 34423 members 
Mstep: Class 21 contains 29709 members 
Mstep: Class 22 contains 22447 members 
Mstep: Class 23 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58773112.000000 Penalty: 72824.398438
Iteration 27Q: 23 clusters Score -5.877311e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 77376 members 
Mstep: Class 5 contains 91975 members 
Mstep: Class 6 contains 14435 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 4054 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 15976 members 
Mstep: Class 11 contains 14355 members 
Mstep: Class 12 contains 12530 members 
Mstep: Class 13 contains 19010 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 5793 members 
Mstep: Class 17 contains 25534 members 
Mstep: Class 18 contains 6847 members 
Mstep: Class 19 contains 70007 members 
Mstep: Class 20 contains 34484 members 
Mstep: Class 21 contains 29258 members 
Mstep: Class 22 contains 22025 members 
Mstep: Class 23 contains 17627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58774200.000000 Penalty: 72824.398438
Iteration 28Q: 23 clusters Score -5.87742e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 77170 members 
Mstep: Class 5 contains 92198 members 
Mstep: Class 6 contains 14372 members 
Mstep: Class 7 contains 15451 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 15964 members 
Mstep: Class 11 contains 14878 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 19128 members 
Mstep: Class 14 contains 9888 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 17 contains 25532 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 69896 members 
Mstep: Class 20 contains 34524 members 
Mstep: Class 21 contains 28866 members 
Mstep: Class 22 contains 21647 members 
Mstep: Class 23 contains 17578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58775492.000000 Penalty: 72824.398438
Iteration 29Q: 23 clusters Score -5.877549e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 76980 members 
Mstep: Class 5 contains 92335 members 
Mstep: Class 6 contains 14305 members 
Mstep: Class 7 contains 15653 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 15355 members 
Mstep: Class 12 contains 12555 members 
Mstep: Class 13 contains 19240 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 5878 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 69800 members 
Mstep: Class 20 contains 34570 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 21358 members 
Mstep: Class 23 contains 17551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58776412.000000 Penalty: 72824.398438
Iteration 30Q: 23 clusters Score -5.877641e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 8977 members 
Mstep: Class 4 contains 76803 members 
Mstep: Class 5 contains 92426 members 
Mstep: Class 6 contains 14233 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 15802 members 
Mstep: Class 12 contains 12562 members 
Mstep: Class 13 contains 19345 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 17 contains 25489 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 69678 members 
Mstep: Class 20 contains 34601 members 
Mstep: Class 21 contains 28150 members 
Mstep: Class 22 contains 21139 members 
Mstep: Class 23 contains 17490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58777348.000000 Penalty: 72824.398438
Iteration 31Q: 23 clusters Score -5.877735e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 117119 members 
Mstep: Class 2 contains 12132 members 
Mstep: Class 3 contains 9018 members 
Mstep: Class 4 contains 76645 members 
Mstep: Class 5 contains 92498 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 15959 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 15928 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 12577 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 17 contains 25480 members 
Mstep: Class 18 contains 6701 members 
Mstep: Class 19 contains 69564 members 
Mstep: Class 20 contains 34644 members 
Mstep: Class 21 contains 27809 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 17441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58777724.000000 Penalty: 72824.398438
Iteration 32Q: 23 clusters Score -5.877772e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 12453 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 76547 members 
Mstep: Class 5 contains 92523 members 
Mstep: Class 6 contains 14124 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 15923 members 
Mstep: Class 11 contains 16575 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 19486 members 
Mstep: Class 14 contains 10217 members 
Mstep: Class 15 contains 5961 members 
Mstep: Class 17 contains 25469 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 69465 members 
Mstep: Class 20 contains 34703 members 
Mstep: Class 21 contains 27465 members 
Mstep: Class 22 contains 20738 members 
Mstep: Class 23 contains 17381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58778160.000000 Penalty: 72824.398438
Iteration 33Q: 23 clusters Score -5.877816e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 9113 members 
Mstep: Class 4 contains 76466 members 
Mstep: Class 5 contains 92524 members 
Mstep: Class 6 contains 14068 members 
Mstep: Class 7 contains 16158 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 16944 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 19560 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 15 contains 5978 members 
Mstep: Class 17 contains 25460 members 
Mstep: Class 18 contains 6692 members 
Mstep: Class 19 contains 69385 members 
Mstep: Class 20 contains 34751 members 
Mstep: Class 21 contains 27119 members 
Mstep: Class 22 contains 20548 members 
Mstep: Class 23 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58778524.000000 Penalty: 72824.398438
Iteration 34Q: 23 clusters Score -5.877852e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116646 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 9154 members 
Mstep: Class 4 contains 76358 members 
Mstep: Class 5 contains 92526 members 
Mstep: Class 6 contains 14046 members 
Mstep: Class 7 contains 16227 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 15923 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 13 contains 19634 members 
Mstep: Class 14 contains 10300 members 
Mstep: Class 15 contains 5989 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 69309 members 
Mstep: Class 20 contains 34809 members 
Mstep: Class 21 contains 26775 members 
Mstep: Class 22 contains 20392 members 
Mstep: Class 23 contains 17239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779172.000000 Penalty: 72824.398438
Iteration 35Q: 23 clusters Score -5.877917e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 9203 members 
Mstep: Class 4 contains 76259 members 
Mstep: Class 5 contains 92566 members 
Mstep: Class 6 contains 14030 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 15926 members 
Mstep: Class 11 contains 17476 members 
Mstep: Class 12 contains 12579 members 
Mstep: Class 13 contains 19687 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 17 contains 25457 members 
Mstep: Class 18 contains 6702 members 
Mstep: Class 19 contains 69208 members 
Mstep: Class 20 contains 34851 members 
Mstep: Class 21 contains 26459 members 
Mstep: Class 22 contains 20258 members 
Mstep: Class 23 contains 17185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779628.000000 Penalty: 72824.398438
Iteration 36Q: 23 clusters Score -5.877963e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 76158 members 
Mstep: Class 5 contains 92595 members 
Mstep: Class 6 contains 14032 members 
Mstep: Class 7 contains 16320 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 15934 members 
Mstep: Class 11 contains 17662 members 
Mstep: Class 12 contains 12583 members 
Mstep: Class 13 contains 19746 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 17 contains 25449 members 
Mstep: Class 18 contains 6708 members 
Mstep: Class 19 contains 69122 members 
Mstep: Class 20 contains 34903 members 
Mstep: Class 21 contains 26124 members 
Mstep: Class 22 contains 20162 members 
Mstep: Class 23 contains 17148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779828.000000 Penalty: 72824.398438
Iteration 37Q: 23 clusters Score -5.877983e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 13963 members 
Mstep: Class 3 contains 9300 members 
Mstep: Class 4 contains 76074 members 
Mstep: Class 5 contains 92650 members 
Mstep: Class 6 contains 14031 members 
Mstep: Class 7 contains 16350 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 15956 members 
Mstep: Class 11 contains 17801 members 
Mstep: Class 12 contains 12592 members 
Mstep: Class 13 contains 19802 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 6019 members 
Mstep: Class 17 contains 25437 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 69067 members 
Mstep: Class 20 contains 34980 members 
Mstep: Class 21 contains 25716 members 
Mstep: Class 22 contains 20055 members 
Mstep: Class 23 contains 17135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779872.000000 Penalty: 72824.398438
Iteration 38Q: 23 clusters Score -5.877987e+07 nChanged 1400
Entering ConstructFrom: 
Score: -58779872.000000 Penalty: 72824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (116346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116346 members 
Entering Unmasked Estep 
Score: -11280851.000000 Penalty: 2892.752197
	Iteration 0F: 2 clusters Score -1.128085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -11202829.000000 Penalty: 5785.504395
	Iteration 0F: 3 clusters Score -1.120283e+07 nChanged 55518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -11236861.000000 Penalty: 5785.504395
	Iteration 1F: 3 clusters Score -1.123686e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -11240440.000000 Penalty: 5785.504395
	Iteration 2F: 3 clusters Score -1.124044e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -11245679.000000 Penalty: 5785.504395
	Iteration 3F: 3 clusters Score -1.124568e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -11251356.000000 Penalty: 5785.504395
	Iteration 4F: 3 clusters Score -1.125136e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -11256659.000000 Penalty: 5785.504395
	Iteration 5F: 3 clusters Score -1.125666e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -11260488.000000 Penalty: 5785.504395
	Iteration 6F: 3 clusters Score -1.126049e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -11263218.000000 Penalty: 5785.504395
	Iteration 7Q: 3 clusters Score -1.126322e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -11265412.000000 Penalty: 5785.504395
	Iteration 8Q: 3 clusters Score -1.126541e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -11267398.000000 Penalty: 5785.504395
	Iteration 9Q: 3 clusters Score -1.12674e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -11269101.000000 Penalty: 5785.504395
	Iteration 10Q: 3 clusters Score -1.12691e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -11270340.000000 Penalty: 5785.504395
	Iteration 11Q: 3 clusters Score -1.127034e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -11271116.000000 Penalty: 5785.504395
	Iteration 12Q: 3 clusters Score -1.127112e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11271694.000000 Penalty: 5785.504395
	Iteration 13Q: 3 clusters Score -1.127169e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -11272098.000000 Penalty: 5785.504395
	Iteration 14Q: 3 clusters Score -1.12721e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -11272418.000000 Penalty: 5785.504395
	Iteration 15Q: 3 clusters Score -1.127242e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -11272766.000000 Penalty: 5785.504395
	Iteration 16Q: 3 clusters Score -1.127277e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -11273209.000000 Penalty: 5785.504395
	Iteration 17Q: 3 clusters Score -1.127321e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -11273509.000000 Penalty: 5785.504395
	Iteration 18Q: 3 clusters Score -1.127351e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -11273818.000000 Penalty: 5785.504395
	Iteration 19Q: 3 clusters Score -1.127382e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -11274155.000000 Penalty: 5785.504395
	Iteration 20F: 3 clusters Score -1.127416e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -11274470.000000 Penalty: 5785.504395
	Iteration 21Q: 3 clusters Score -1.127447e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -11274750.000000 Penalty: 5785.504395
	Iteration 22Q: 3 clusters Score -1.127475e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -11274996.000000 Penalty: 5785.504395
	Iteration 23Q: 3 clusters Score -1.1275e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -11275345.000000 Penalty: 5785.504395
	Iteration 24Q: 3 clusters Score -1.127534e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -11275633.000000 Penalty: 5785.504395
	Iteration 25Q: 3 clusters Score -1.127563e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 102806 members 
Entering Unmasked Estep 
Score: -11275932.000000 Penalty: 5785.504395
	Iteration 26Q: 3 clusters Score -1.127593e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -11276227.000000 Penalty: 5785.504395
	Iteration 27Q: 3 clusters Score -1.127623e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -11276468.000000 Penalty: 5785.504395
	Iteration 28Q: 3 clusters Score -1.127647e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -11276710.000000 Penalty: 5785.504395
	Iteration 29Q: 3 clusters Score -1.127671e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -11276820.000000 Penalty: 5785.504395
	Iteration 30Q: 3 clusters Score -1.127682e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -11277014.000000 Penalty: 5785.504395
	Iteration 31Q: 3 clusters Score -1.127701e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 106706 members 
Entering Unmasked Estep 
Score: -11277109.000000 Penalty: 5785.504395
	Iteration 32Q: 3 clusters Score -1.127711e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -11277287.000000 Penalty: 5785.504395
	Iteration 33Q: 3 clusters Score -1.127729e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -11277398.000000 Penalty: 5785.504395
	Iteration 34Q: 3 clusters Score -1.12774e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -11277480.000000 Penalty: 5785.504395
	Iteration 35Q: 3 clusters Score -1.127748e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -11277635.000000 Penalty: 5785.504395
	Iteration 36Q: 3 clusters Score -1.127764e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -11277704.000000 Penalty: 5785.504395
	Iteration 37Q: 3 clusters Score -1.12777e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 109129 members 
Entering Unmasked Estep 
Score: -11277826.000000 Penalty: 5785.504395
	Iteration 38Q: 3 clusters Score -1.127783e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -11277936.000000 Penalty: 5785.504395
	Iteration 39Q: 3 clusters Score -1.127794e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -11278020.000000 Penalty: 5785.504395
	Iteration 40F: 3 clusters Score -1.127802e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 109982 members 
Entering Unmasked Estep 
Score: -11278102.000000 Penalty: 5785.504395
	Iteration 41Q: 3 clusters Score -1.12781e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -11278153.000000 Penalty: 5785.504395
	Iteration 42Q: 3 clusters Score -1.127815e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -11278220.000000 Penalty: 5785.504395
	Iteration 43Q: 3 clusters Score -1.127822e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -11278311.000000 Penalty: 5785.504395
	Iteration 44Q: 3 clusters Score -1.127831e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -11278386.000000 Penalty: 5785.504395
	Iteration 45Q: 3 clusters Score -1.127839e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -11278442.000000 Penalty: 5785.504395
	Iteration 46Q: 3 clusters Score -1.127844e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -11278487.000000 Penalty: 5785.504395
	Iteration 47Q: 3 clusters Score -1.127849e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -11278555.000000 Penalty: 5785.504395
	Iteration 48Q: 3 clusters Score -1.127856e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -11278583.000000 Penalty: 5785.504395
	Iteration 49Q: 3 clusters Score -1.127858e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -11278631.000000 Penalty: 5785.504395
	Iteration 50Q: 3 clusters Score -1.127863e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -11278665.000000 Penalty: 5785.504395
	Iteration 51Q: 3 clusters Score -1.127866e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -11278728.000000 Penalty: 5785.504395
	Iteration 52Q: 3 clusters Score -1.127873e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -11278743.000000 Penalty: 5785.504395
	Iteration 53Q: 3 clusters Score -1.127874e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -11278759.000000 Penalty: 5785.504395
	Iteration 54Q: 3 clusters Score -1.127876e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 112372 members 
Entering Unmasked Estep 
Score: -11278795.000000 Penalty: 5785.504395
	Iteration 55Q: 3 clusters Score -1.12788e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -11278830.000000 Penalty: 5785.504395
	Iteration 56Q: 3 clusters Score -1.127883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 112479 members 
Entering Unmasked Estep 
Score: -11278826.000000 Penalty: 5785.504395
	Iteration 57Q: 3 clusters Score -1.127883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -11278828.000000 Penalty: 5785.504395
	Iteration 58Q: 3 clusters Score -1.127883e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 112576 members 
Entering Unmasked Estep 
Score: -11278830.000000 Penalty: 5785.504395
	Iteration 59Q: 3 clusters Score -1.127883e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -11278815.000000 Penalty: 5785.504395
	Iteration 60F: 3 clusters Score -1.127882e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -11278828.000000 Penalty: 5785.504395
	Iteration 61Q: 3 clusters Score -1.127883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -11278853.000000 Penalty: 5785.504395
	Iteration 62Q: 3 clusters Score -1.127885e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 112741 members 
Entering Unmasked Estep 
Score: -11278863.000000 Penalty: 5785.504395
	Iteration 63Q: 3 clusters Score -1.127886e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -11278874.000000 Penalty: 5785.504395
	Iteration 64Q: 3 clusters Score -1.127887e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -11278859.000000 Penalty: 5785.504395
	Iteration 65Q: 3 clusters Score -1.127886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -11278868.000000 Penalty: 5785.504395
	Iteration 66Q: 3 clusters Score -1.127887e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -11278884.000000 Penalty: 5785.504395
	Iteration 67Q: 3 clusters Score -1.127888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -11278899.000000 Penalty: 5785.504395
	Iteration 68Q: 3 clusters Score -1.12789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 112999 members 
Entering Unmasked Estep 
Score: -11278904.000000 Penalty: 5785.504395
	Iteration 69Q: 3 clusters Score -1.12789e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 113042 members 
Entering Unmasked Estep 
Score: -11278912.000000 Penalty: 5785.504395
	Iteration 70Q: 3 clusters Score -1.127891e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -11278946.000000 Penalty: 5785.504395
	Iteration 71Q: 3 clusters Score -1.127895e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -11278965.000000 Penalty: 5785.504395
	Iteration 72Q: 3 clusters Score -1.127896e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 113163 members 
Entering Unmasked Estep 
Score: -11278986.000000 Penalty: 5785.504395
	Iteration 73Q: 3 clusters Score -1.127899e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -11278993.000000 Penalty: 5785.504395
	Iteration 74Q: 3 clusters Score -1.127899e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -11278989.000000 Penalty: 5785.504395
	Iteration 75Q: 3 clusters Score -1.127899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -11278997.000000 Penalty: 5785.504395
	Iteration 76Q: 3 clusters Score -1.1279e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -11279024.000000 Penalty: 5785.504395
	Iteration 77Q: 3 clusters Score -1.127902e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -11279036.000000 Penalty: 5785.504395
	Iteration 78Q: 3 clusters Score -1.127904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -11279044.000000 Penalty: 5785.504395
	Iteration 79Q: 3 clusters Score -1.127904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -11279048.000000 Penalty: 5785.504395
	Iteration 80F: 3 clusters Score -1.127905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 113394 members 
Entering Unmasked Estep 
Score: -11279040.000000 Penalty: 5785.504395
	Iteration 81Q: 3 clusters Score -1.127904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -11279032.000000 Penalty: 5785.504395
	Iteration 82Q: 3 clusters Score -1.127903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -11279034.000000 Penalty: 5785.504395
	Iteration 83Q: 3 clusters Score -1.127903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 113412 members 
Entering Unmasked Estep 
Score: -11279046.000000 Penalty: 5785.504395
	Iteration 84Q: 3 clusters Score -1.127905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
Score: -11279036.000000 Penalty: 5785.504395
	Iteration 85Q: 3 clusters Score -1.127904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 113425 members 
Entering Unmasked Estep 
Score: -11279046.000000 Penalty: 5785.504395
	Iteration 86Q: 3 clusters Score -1.127905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -11279039.000000 Penalty: 5785.504395
	Iteration 87Q: 3 clusters Score -1.127904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -11279043.000000 Penalty: 5785.504395
	Iteration 88Q: 3 clusters Score -1.127904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -11279036.000000 Penalty: 5785.504395
	Iteration 89Q: 3 clusters Score -1.127904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -11279028.000000 Penalty: 5785.504395
	Iteration 90Q: 3 clusters Score -1.127903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -11279035.000000 Penalty: 5785.504395
	Iteration 91Q: 3 clusters Score -1.127904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -11279027.000000 Penalty: 5785.504395
	Iteration 92Q: 3 clusters Score -1.127903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -11279030.000000 Penalty: 5785.504395
	Iteration 93Q: 3 clusters Score -1.127903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -11279030.000000 Penalty: 5785.504395
	Iteration 94Q: 3 clusters Score -1.127903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -11279032.000000 Penalty: 5785.504395
	Iteration 95Q: 3 clusters Score -1.127903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -11279032.000000 Penalty: 5785.504395
	Iteration 96F: 3 clusters Score -1.127903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -1288828.000000 Penalty: 2372.138184
	Iteration 0F: 2 clusters Score -1288828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1278596.875000 Penalty: 4744.276367
	Iteration 0F: 3 clusters Score -1278597 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1282578.875000 Penalty: 4744.276367
	Iteration 1F: 3 clusters Score -1282579 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1284429.250000 Penalty: 4744.276367
	Iteration 2F: 3 clusters Score -1284429 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1287209.000000 Penalty: 4744.276367
	Iteration 3F: 3 clusters Score -1287209 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1289975.625000 Penalty: 4744.276367
	Iteration 4F: 3 clusters Score -1289976 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1291421.625000 Penalty: 4744.276367
	Iteration 5F: 3 clusters Score -1291422 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1292047.125000 Penalty: 4744.276367
	Iteration 6Q: 3 clusters Score -1292047 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1292369.125000 Penalty: 4744.276367
	Iteration 7Q: 3 clusters Score -1292369 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1292529.375000 Penalty: 4744.276367
	Iteration 8Q: 3 clusters Score -1292529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1292607.625000 Penalty: 4744.276367
	Iteration 9Q: 3 clusters Score -1292608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1292649.375000 Penalty: 4744.276367
	Iteration 10Q: 3 clusters Score -1292649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1292667.750000 Penalty: 4744.276367
	Iteration 11Q: 3 clusters Score -1292668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1292681.250000 Penalty: 4744.276367
	Iteration 12Q: 3 clusters Score -1292681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1292682.375000 Penalty: 4744.276367
	Iteration 13Q: 3 clusters Score -1292682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1292684.500000 Penalty: 4744.276367
	Iteration 14Q: 3 clusters Score -1292684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1292687.875000 Penalty: 4744.276367
	Iteration 15Q: 3 clusters Score -1292688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1292689.375000 Penalty: 4744.276367
	Iteration 16Q: 3 clusters Score -1292689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1292689.500000 Penalty: 4744.276367
	Iteration 17Q: 3 clusters Score -1292690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1292690.000000 Penalty: 4744.276367
	Iteration 18Q: 3 clusters Score -1292690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1292696.500000 Penalty: 4744.276367
	Iteration 19Q: 3 clusters Score -1292696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1292696.500000 Penalty: 4744.276367
	Iteration 20F: 3 clusters Score -1292696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1292696.500000 Penalty: 4744.276367
	Iteration 21Q: 3 clusters Score -1292696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1292697.500000 Penalty: 4744.276367
	Iteration 22Q: 3 clusters Score -1292698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1292696.375000 Penalty: 4744.276367
	Iteration 23Q: 3 clusters Score -1292696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1292697.875000 Penalty: 4744.276367
	Iteration 24Q: 3 clusters Score -1292698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1292696.875000 Penalty: 4744.276367
	Iteration 25Q: 3 clusters Score -1292697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1292696.250000 Penalty: 4744.276367
	Iteration 26Q: 3 clusters Score -1292696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1292697.625000 Penalty: 4744.276367
	Iteration 27Q: 3 clusters Score -1292698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1292697.625000 Penalty: 4744.276367
	Iteration 28F: 3 clusters Score -1292698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 76001 members 
Mstep: Class 5 contains 92710 members 
Mstep: Class 6 contains 14040 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Entering Unmasked Estep 
Score: -58782756.000000 Penalty: 76134.593750
Splitting cluster 2 changes total score from -58779872.000000 to -58782756.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -854291.062500 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -854291.1 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 4703 members 
Entering Unmasked Estep 
Score: -847078.625000 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -847078.6 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -850022.437500 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -850022.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -851710.000000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -851710 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -853601.375000 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -853601.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -854968.437500 Penalty: 4534.515625
	Iteration 4F: 3 clusters Score -854968.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -855638.687500 Penalty: 4534.515625
	Iteration 5F: 3 clusters Score -855638.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -855960.187500 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -855960.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -856135.187500 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -856135.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -856201.625000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -856201.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -856239.500000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -856239.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -856255.375000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -856255.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -856265.125000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -856265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -856274.625000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -856274.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -856282.062500 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -856282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -856285.437500 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -856285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -856290.000000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -856290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -856291.625000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -856291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -856293.250000 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -856293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -856296.875000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -856296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -856298.062500 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -856298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -856300.812500 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -856300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -856301.812500 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -856301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -856304.187500 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -856304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -856308.375000 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -856308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -856308.562500 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -856308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -856309.062500 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -856309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -856313.687500 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -856313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -856312.500000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -856312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -856312.437500 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -856312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -856311.625000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -856311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -856311.812500 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -856311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -856311.812500 Penalty: 4534.515625
	Iteration 31F: 3 clusters Score -856311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 76001 members 
Mstep: Class 5 contains 92710 members 
Mstep: Class 6 contains 14040 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Entering Unmasked Estep 
Score: -58783676.000000 Penalty: 79444.796875
Splitting cluster 3 changes total score from -58779872.000000 to -58783676.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (76001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Entering Unmasked Estep 
Score: -7362962.000000 Penalty: 2787.148438
	Iteration 0F: 2 clusters Score -7362962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -7312055.500000 Penalty: 5574.296875
	Iteration 0F: 3 clusters Score -7312056 nChanged 35715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7333630.500000 Penalty: 5574.296875
	Iteration 1F: 3 clusters Score -7333630 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7335851.500000 Penalty: 5574.296875
	Iteration 2F: 3 clusters Score -7335852 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7338789.500000 Penalty: 5574.296875
	Iteration 3F: 3 clusters Score -7338790 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7342557.500000 Penalty: 5574.296875
	Iteration 4F: 3 clusters Score -7342558 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7346516.000000 Penalty: 5574.296875
	Iteration 5F: 3 clusters Score -7346516 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7350109.000000 Penalty: 5574.296875
	Iteration 6F: 3 clusters Score -7350109 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -7352869.500000 Penalty: 5574.296875
	Iteration 7F: 3 clusters Score -7352870 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -7354982.000000 Penalty: 5574.296875
	Iteration 8Q: 3 clusters Score -7354982 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -7356720.500000 Penalty: 5574.296875
	Iteration 9Q: 3 clusters Score -7356720 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -7358094.000000 Penalty: 5574.296875
	Iteration 10Q: 3 clusters Score -7358094 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -7359180.000000 Penalty: 5574.296875
	Iteration 11Q: 3 clusters Score -7359180 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -7360067.000000 Penalty: 5574.296875
	Iteration 12Q: 3 clusters Score -7360067 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -7360824.500000 Penalty: 5574.296875
	Iteration 13Q: 3 clusters Score -7360824 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7361411.000000 Penalty: 5574.296875
	Iteration 14Q: 3 clusters Score -7361411 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7361818.500000 Penalty: 5574.296875
	Iteration 15Q: 3 clusters Score -7361818 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -7362323.500000 Penalty: 5574.296875
	Iteration 16Q: 3 clusters Score -7362324 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -7362712.500000 Penalty: 5574.296875
	Iteration 17Q: 3 clusters Score -7362712 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -7363030.500000 Penalty: 5574.296875
	Iteration 18Q: 3 clusters Score -7363030 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7363361.500000 Penalty: 5574.296875
	Iteration 19Q: 3 clusters Score -7363362 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7363650.500000 Penalty: 5574.296875
	Iteration 20F: 3 clusters Score -7363650 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7363875.500000 Penalty: 5574.296875
	Iteration 21Q: 3 clusters Score -7363876 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -7364083.500000 Penalty: 5574.296875
	Iteration 22Q: 3 clusters Score -7364084 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -7364207.000000 Penalty: 5574.296875
	Iteration 23Q: 3 clusters Score -7364207 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -7364366.500000 Penalty: 5574.296875
	Iteration 24Q: 3 clusters Score -7364366 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -7364498.000000 Penalty: 5574.296875
	Iteration 25Q: 3 clusters Score -7364498 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -7364629.000000 Penalty: 5574.296875
	Iteration 26Q: 3 clusters Score -7364629 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -7364685.000000 Penalty: 5574.296875
	Iteration 27Q: 3 clusters Score -7364685 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -7364766.000000 Penalty: 5574.296875
	Iteration 28Q: 3 clusters Score -7364766 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -7364845.000000 Penalty: 5574.296875
	Iteration 29Q: 3 clusters Score -7364845 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -7364885.500000 Penalty: 5574.296875
	Iteration 30Q: 3 clusters Score -7364886 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -7364927.000000 Penalty: 5574.296875
	Iteration 31Q: 3 clusters Score -7364927 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -7364980.500000 Penalty: 5574.296875
	Iteration 32Q: 3 clusters Score -7364980 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -7365024.000000 Penalty: 5574.296875
	Iteration 33Q: 3 clusters Score -7365024 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -7365099.000000 Penalty: 5574.296875
	Iteration 34Q: 3 clusters Score -7365099 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -7365142.000000 Penalty: 5574.296875
	Iteration 35Q: 3 clusters Score -7365142 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -7365171.500000 Penalty: 5574.296875
	Iteration 36Q: 3 clusters Score -7365172 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -7365188.500000 Penalty: 5574.296875
	Iteration 37Q: 3 clusters Score -7365188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -7365214.000000 Penalty: 5574.296875
	Iteration 38Q: 3 clusters Score -7365214 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -7365236.000000 Penalty: 5574.296875
	Iteration 39Q: 3 clusters Score -7365236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -7365266.000000 Penalty: 5574.296875
	Iteration 40F: 3 clusters Score -7365266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -7365300.000000 Penalty: 5574.296875
	Iteration 41Q: 3 clusters Score -7365300 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -7365287.000000 Penalty: 5574.296875
	Iteration 42Q: 3 clusters Score -7365287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -7365286.000000 Penalty: 5574.296875
	Iteration 43Q: 3 clusters Score -7365286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -7365288.000000 Penalty: 5574.296875
	Iteration 44Q: 3 clusters Score -7365288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -7365304.500000 Penalty: 5574.296875
	Iteration 45Q: 3 clusters Score -7365304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -7365317.000000 Penalty: 5574.296875
	Iteration 46Q: 3 clusters Score -7365317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -7365307.500000 Penalty: 5574.296875
	Iteration 47Q: 3 clusters Score -7365308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -7365297.000000 Penalty: 5574.296875
	Iteration 48Q: 3 clusters Score -7365297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7365318.500000 Penalty: 5574.296875
	Iteration 49Q: 3 clusters Score -7365318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -7365322.000000 Penalty: 5574.296875
	Iteration 50Q: 3 clusters Score -7365322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -7365321.000000 Penalty: 5574.296875
	Iteration 51Q: 3 clusters Score -7365321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -7365341.000000 Penalty: 5574.296875
	Iteration 52Q: 3 clusters Score -7365341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -7365340.000000 Penalty: 5574.296875
	Iteration 53Q: 3 clusters Score -7365340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -7365342.000000 Penalty: 5574.296875
	Iteration 54Q: 3 clusters Score -7365342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -7365339.500000 Penalty: 5574.296875
	Iteration 55Q: 3 clusters Score -7365340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -7365345.500000 Penalty: 5574.296875
	Iteration 56Q: 3 clusters Score -7365346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -7365334.500000 Penalty: 5574.296875
	Iteration 57Q: 3 clusters Score -7365334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -7365334.000000 Penalty: 5574.296875
	Iteration 58Q: 3 clusters Score -7365334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -7365327.500000 Penalty: 5574.296875
	Iteration 59Q: 3 clusters Score -7365328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -7365338.500000 Penalty: 5574.296875
	Iteration 60F: 3 clusters Score -7365338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -7365333.000000 Penalty: 5574.296875
	Iteration 61Q: 3 clusters Score -7365333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -7365331.000000 Penalty: 5574.296875
	Iteration 62Q: 3 clusters Score -7365331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -7365334.000000 Penalty: 5574.296875
	Iteration 63Q: 3 clusters Score -7365334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -7365342.000000 Penalty: 5574.296875
	Iteration 64Q: 3 clusters Score -7365342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -7365339.000000 Penalty: 5574.296875
	Iteration 65Q: 3 clusters Score -7365339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -7365337.000000 Penalty: 5574.296875
	Iteration 66Q: 3 clusters Score -7365337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -7365340.000000 Penalty: 5574.296875
	Iteration 67Q: 3 clusters Score -7365340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -7365323.500000 Penalty: 5574.296875
	Iteration 68Q: 3 clusters Score -7365324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -7365326.000000 Penalty: 5574.296875
	Iteration 69Q: 3 clusters Score -7365326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -7365330.500000 Penalty: 5574.296875
	Iteration 70Q: 3 clusters Score -7365330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -7365326.500000 Penalty: 5574.296875
	Iteration 71Q: 3 clusters Score -7365326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -7365326.500000 Penalty: 5574.296875
	Iteration 72Q: 3 clusters Score -7365326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -7365333.000000 Penalty: 5574.296875
	Iteration 73Q: 3 clusters Score -7365333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -7365330.500000 Penalty: 5574.296875
	Iteration 74Q: 3 clusters Score -7365330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -7365328.500000 Penalty: 5574.296875
	Iteration 75Q: 3 clusters Score -7365328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -7365337.000000 Penalty: 5574.296875
	Iteration 76Q: 3 clusters Score -7365337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -7365326.500000 Penalty: 5574.296875
	Iteration 77Q: 3 clusters Score -7365326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -7365331.000000 Penalty: 5574.296875
	Iteration 78Q: 3 clusters Score -7365331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -7365328.500000 Penalty: 5574.296875
	Iteration 79Q: 3 clusters Score -7365328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -7365328.500000 Penalty: 5574.296875
	Iteration 80F: 3 clusters Score -7365328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 92710 members 
Mstep: Class 6 contains 14040 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Entering Unmasked Estep 
Score: -58785508.000000 Penalty: 82754.992188
Splitting cluster 4 changes total score from -58779872.000000 to -58785508.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (92710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92710 members 
Entering Unmasked Estep 
Score: -9210727.000000 Penalty: 2836.433594
	Iteration 0F: 2 clusters Score -9210727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9148898 nChanged 43817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -9175370.000000 Penalty: 5672.867188
	Iteration 1F: 3 clusters Score -9175370 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -9178405.000000 Penalty: 5672.867188
	Iteration 2F: 3 clusters Score -9178405 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -9183258.000000 Penalty: 5672.867188
	Iteration 3F: 3 clusters Score -9183258 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9189769.000000 Penalty: 5672.867188
	Iteration 4F: 3 clusters Score -9189769 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -9196811.000000 Penalty: 5672.867188
	Iteration 5F: 3 clusters Score -9196811 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -9204688.000000 Penalty: 5672.867188
	Iteration 6F: 3 clusters Score -9204688 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -9213910.000000 Penalty: 5672.867188
	Iteration 7F: 3 clusters Score -9213910 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -9221119.000000 Penalty: 5672.867188
	Iteration 8F: 3 clusters Score -9221119 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -9225519.000000 Penalty: 5672.867188
	Iteration 9Q: 3 clusters Score -9225519 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -9228222.000000 Penalty: 5672.867188
	Iteration 10Q: 3 clusters Score -9228222 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -9230066.000000 Penalty: 5672.867188
	Iteration 11Q: 3 clusters Score -9230066 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -9231387.000000 Penalty: 5672.867188
	Iteration 12Q: 3 clusters Score -9231387 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -9232372.000000 Penalty: 5672.867188
	Iteration 13Q: 3 clusters Score -9232372 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -9233067.000000 Penalty: 5672.867188
	Iteration 14Q: 3 clusters Score -9233067 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -9233591.000000 Penalty: 5672.867188
	Iteration 15Q: 3 clusters Score -9233591 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -9233910.000000 Penalty: 5672.867188
	Iteration 16Q: 3 clusters Score -9233910 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -9234156.000000 Penalty: 5672.867188
	Iteration 17Q: 3 clusters Score -9234156 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -9234362.000000 Penalty: 5672.867188
	Iteration 18Q: 3 clusters Score -9234362 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -9234468.000000 Penalty: 5672.867188
	Iteration 19Q: 3 clusters Score -9234468 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -9234564.000000 Penalty: 5672.867188
	Iteration 20F: 3 clusters Score -9234564 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -9234609.000000 Penalty: 5672.867188
	Iteration 21Q: 3 clusters Score -9234609 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -9234611.000000 Penalty: 5672.867188
	Iteration 22Q: 3 clusters Score -9234611 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -9234641.000000 Penalty: 5672.867188
	Iteration 23Q: 3 clusters Score -9234641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -9234619.000000 Penalty: 5672.867188
	Iteration 24Q: 3 clusters Score -9234619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -9234640.000000 Penalty: 5672.867188
	Iteration 25Q: 3 clusters Score -9234640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -9234648.000000 Penalty: 5672.867188
	Iteration 26Q: 3 clusters Score -9234648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -9234644.000000 Penalty: 5672.867188
	Iteration 27Q: 3 clusters Score -9234644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -9234648.000000 Penalty: 5672.867188
	Iteration 28Q: 3 clusters Score -9234648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -9234644.000000 Penalty: 5672.867188
	Iteration 29Q: 3 clusters Score -9234644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -9234644.000000 Penalty: 5672.867188
	Iteration 30Q: 3 clusters Score -9234644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -9234644.000000 Penalty: 5672.867188
	Iteration 31Q: 3 clusters Score -9234644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -9234656.000000 Penalty: 5672.867188
	Iteration 32Q: 3 clusters Score -9234656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -9234662.000000 Penalty: 5672.867188
	Iteration 33Q: 3 clusters Score -9234662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9234661.000000 Penalty: 5672.867188
	Iteration 34Q: 3 clusters Score -9234661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -9234660.000000 Penalty: 5672.867188
	Iteration 35Q: 3 clusters Score -9234660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -9234660.000000 Penalty: 5672.867188
	Iteration 36F: 3 clusters Score -9234660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 14040 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Entering Unmasked Estep 
Score: -58808968.000000 Penalty: 86065.195312
Splitting cluster 5 changes total score from -58779872.000000 to -58808968.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (14040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Entering Unmasked Estep 
Score: -1305264.875000 Penalty: 2368.317139
	Iteration 0F: 2 clusters Score -1305265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1295075.250000 Penalty: 4736.634277
	Iteration 0F: 3 clusters Score -1295075 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1298572.250000 Penalty: 4736.634277
	Iteration 1F: 3 clusters Score -1298572 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1299654.875000 Penalty: 4736.634277
	Iteration 2F: 3 clusters Score -1299655 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1300758.375000 Penalty: 4736.634277
	Iteration 3F: 3 clusters Score -1300758 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1301656.750000 Penalty: 4736.634277
	Iteration 4F: 3 clusters Score -1301657 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1302524.000000 Penalty: 4736.634277
	Iteration 5F: 3 clusters Score -1302524 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1303234.375000 Penalty: 4736.634277
	Iteration 6F: 3 clusters Score -1303234 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1303911.000000 Penalty: 4736.634277
	Iteration 7F: 3 clusters Score -1303911 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1304579.250000 Penalty: 4736.634277
	Iteration 8Q: 3 clusters Score -1304579 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1305098.250000 Penalty: 4736.634277
	Iteration 9Q: 3 clusters Score -1305098 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1305399.875000 Penalty: 4736.634277
	Iteration 10Q: 3 clusters Score -1305400 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1305560.750000 Penalty: 4736.634277
	Iteration 11Q: 3 clusters Score -1305561 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1305643.250000 Penalty: 4736.634277
	Iteration 12Q: 3 clusters Score -1305643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1305698.500000 Penalty: 4736.634277
	Iteration 13Q: 3 clusters Score -1305698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1305750.250000 Penalty: 4736.634277
	Iteration 14Q: 3 clusters Score -1305750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1305796.625000 Penalty: 4736.634277
	Iteration 15Q: 3 clusters Score -1305797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1305856.875000 Penalty: 4736.634277
	Iteration 16Q: 3 clusters Score -1305857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1305905.125000 Penalty: 4736.634277
	Iteration 17Q: 3 clusters Score -1305905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1305950.625000 Penalty: 4736.634277
	Iteration 18Q: 3 clusters Score -1305951 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1306017.875000 Penalty: 4736.634277
	Iteration 19Q: 3 clusters Score -1306018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1306076.375000 Penalty: 4736.634277
	Iteration 20F: 3 clusters Score -1306076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1306125.000000 Penalty: 4736.634277
	Iteration 21Q: 3 clusters Score -1306125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1306164.500000 Penalty: 4736.634277
	Iteration 22Q: 3 clusters Score -1306164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1306193.000000 Penalty: 4736.634277
	Iteration 23Q: 3 clusters Score -1306193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1306217.875000 Penalty: 4736.634277
	Iteration 24Q: 3 clusters Score -1306218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1306237.000000 Penalty: 4736.634277
	Iteration 25Q: 3 clusters Score -1306237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1306247.750000 Penalty: 4736.634277
	Iteration 26Q: 3 clusters Score -1306248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1306254.250000 Penalty: 4736.634277
	Iteration 27Q: 3 clusters Score -1306254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1306256.125000 Penalty: 4736.634277
	Iteration 28Q: 3 clusters Score -1306256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1306257.875000 Penalty: 4736.634277
	Iteration 29Q: 3 clusters Score -1306258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1306260.625000 Penalty: 4736.634277
	Iteration 30Q: 3 clusters Score -1306261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1306261.750000 Penalty: 4736.634277
	Iteration 31Q: 3 clusters Score -1306262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1306261.750000 Penalty: 4736.634277
	Iteration 32F: 3 clusters Score -1306262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Entering Unmasked Estep 
Score: -58809140.000000 Penalty: 89375.398438
Splitting cluster 6 changes total score from -58779872.000000 to -58809140.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (16388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Entering Unmasked Estep 
Score: -1502384.125000 Penalty: 2406.667480
	Iteration 0F: 2 clusters Score -1502384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1490742.500000 Penalty: 4813.334961
	Iteration 0F: 3 clusters Score -1490742 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1494665.500000 Penalty: 4813.334961
	Iteration 1F: 3 clusters Score -1494666 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1495220.250000 Penalty: 4813.334961
	Iteration 2F: 3 clusters Score -1495220 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1495803.625000 Penalty: 4813.334961
	Iteration 3F: 3 clusters Score -1495804 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1496522.000000 Penalty: 4813.334961
	Iteration 4F: 3 clusters Score -1496522 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1497197.250000 Penalty: 4813.334961
	Iteration 5F: 3 clusters Score -1497197 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1497840.375000 Penalty: 4813.334961
	Iteration 6F: 3 clusters Score -1497840 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1498399.875000 Penalty: 4813.334961
	Iteration 7F: 3 clusters Score -1498400 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1498879.875000 Penalty: 4813.334961
	Iteration 8Q: 3 clusters Score -1498880 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1499236.875000 Penalty: 4813.334961
	Iteration 9Q: 3 clusters Score -1499237 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1499494.375000 Penalty: 4813.334961
	Iteration 10Q: 3 clusters Score -1499494 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1499682.000000 Penalty: 4813.334961
	Iteration 11Q: 3 clusters Score -1499682 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1499826.750000 Penalty: 4813.334961
	Iteration 12Q: 3 clusters Score -1499827 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1499949.125000 Penalty: 4813.334961
	Iteration 13Q: 3 clusters Score -1499949 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1500060.625000 Penalty: 4813.334961
	Iteration 14Q: 3 clusters Score -1500061 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1500160.625000 Penalty: 4813.334961
	Iteration 15Q: 3 clusters Score -1500161 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1500237.000000 Penalty: 4813.334961
	Iteration 16Q: 3 clusters Score -1500237 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1500315.125000 Penalty: 4813.334961
	Iteration 17Q: 3 clusters Score -1500315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1500371.625000 Penalty: 4813.334961
	Iteration 18Q: 3 clusters Score -1500372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1500425.000000 Penalty: 4813.334961
	Iteration 19Q: 3 clusters Score -1500425 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1500469.000000 Penalty: 4813.334961
	Iteration 20F: 3 clusters Score -1500469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1500498.125000 Penalty: 4813.334961
	Iteration 21Q: 3 clusters Score -1500498 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1500512.500000 Penalty: 4813.334961
	Iteration 22Q: 3 clusters Score -1500512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1500531.125000 Penalty: 4813.334961
	Iteration 23Q: 3 clusters Score -1500531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1500550.500000 Penalty: 4813.334961
	Iteration 24Q: 3 clusters Score -1500550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1500560.875000 Penalty: 4813.334961
	Iteration 25Q: 3 clusters Score -1500561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1500575.250000 Penalty: 4813.334961
	Iteration 26Q: 3 clusters Score -1500575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1500581.500000 Penalty: 4813.334961
	Iteration 27Q: 3 clusters Score -1500582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1500588.500000 Penalty: 4813.334961
	Iteration 28Q: 3 clusters Score -1500588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1500590.125000 Penalty: 4813.334961
	Iteration 29Q: 3 clusters Score -1500590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1500595.500000 Penalty: 4813.334961
	Iteration 30Q: 3 clusters Score -1500596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1500610.875000 Penalty: 4813.334961
	Iteration 31Q: 3 clusters Score -1500611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1500621.750000 Penalty: 4813.334961
	Iteration 32Q: 3 clusters Score -1500622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1500635.625000 Penalty: 4813.334961
	Iteration 33Q: 3 clusters Score -1500636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1500648.250000 Penalty: 4813.334961
	Iteration 34Q: 3 clusters Score -1500648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1500661.875000 Penalty: 4813.334961
	Iteration 35Q: 3 clusters Score -1500662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1500672.875000 Penalty: 4813.334961
	Iteration 36Q: 3 clusters Score -1500673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1500691.000000 Penalty: 4813.334961
	Iteration 37Q: 3 clusters Score -1500691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1500708.125000 Penalty: 4813.334961
	Iteration 38Q: 3 clusters Score -1500708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1500727.625000 Penalty: 4813.334961
	Iteration 39Q: 3 clusters Score -1500728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1500763.125000 Penalty: 4813.334961
	Iteration 40F: 3 clusters Score -1500763 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1500786.500000 Penalty: 4813.334961
	Iteration 41Q: 3 clusters Score -1500786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1500830.750000 Penalty: 4813.334961
	Iteration 42Q: 3 clusters Score -1500831 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1500876.625000 Penalty: 4813.334961
	Iteration 43Q: 3 clusters Score -1500877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1500938.875000 Penalty: 4813.334961
	Iteration 44Q: 3 clusters Score -1500939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1500974.000000 Penalty: 4813.334961
	Iteration 45Q: 3 clusters Score -1500974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1501014.000000 Penalty: 4813.334961
	Iteration 46Q: 3 clusters Score -1501014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1501051.250000 Penalty: 4813.334961
	Iteration 47Q: 3 clusters Score -1501051 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1501079.750000 Penalty: 4813.334961
	Iteration 48Q: 3 clusters Score -1501080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1501118.000000 Penalty: 4813.334961
	Iteration 49Q: 3 clusters Score -1501118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1501153.875000 Penalty: 4813.334961
	Iteration 50Q: 3 clusters Score -1501154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1501203.500000 Penalty: 4813.334961
	Iteration 51Q: 3 clusters Score -1501204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1501227.875000 Penalty: 4813.334961
	Iteration 52Q: 3 clusters Score -1501228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1501250.500000 Penalty: 4813.334961
	Iteration 53Q: 3 clusters Score -1501250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1501270.000000 Penalty: 4813.334961
	Iteration 54Q: 3 clusters Score -1501270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1501297.500000 Penalty: 4813.334961
	Iteration 55Q: 3 clusters Score -1501298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1501322.375000 Penalty: 4813.334961
	Iteration 56Q: 3 clusters Score -1501322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1501343.000000 Penalty: 4813.334961
	Iteration 57Q: 3 clusters Score -1501343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1501359.125000 Penalty: 4813.334961
	Iteration 58Q: 3 clusters Score -1501359 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1501378.250000 Penalty: 4813.334961
	Iteration 59Q: 3 clusters Score -1501378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1501394.125000 Penalty: 4813.334961
	Iteration 60F: 3 clusters Score -1501394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1501396.625000 Penalty: 4813.334961
	Iteration 61Q: 3 clusters Score -1501397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1501404.125000 Penalty: 4813.334961
	Iteration 62Q: 3 clusters Score -1501404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1501410.375000 Penalty: 4813.334961
	Iteration 63Q: 3 clusters Score -1501410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1501423.500000 Penalty: 4813.334961
	Iteration 64Q: 3 clusters Score -1501424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1501426.500000 Penalty: 4813.334961
	Iteration 65Q: 3 clusters Score -1501426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1501429.625000 Penalty: 4813.334961
	Iteration 66Q: 3 clusters Score -1501430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1501430.750000 Penalty: 4813.334961
	Iteration 67Q: 3 clusters Score -1501431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1501433.125000 Penalty: 4813.334961
	Iteration 68Q: 3 clusters Score -1501433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1501437.875000 Penalty: 4813.334961
	Iteration 69Q: 3 clusters Score -1501438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1501442.000000 Penalty: 4813.334961
	Iteration 70Q: 3 clusters Score -1501442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1501439.875000 Penalty: 4813.334961
	Iteration 71Q: 3 clusters Score -1501440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1501442.000000 Penalty: 4813.334961
	Iteration 72Q: 3 clusters Score -1501442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1501442.125000 Penalty: 4813.334961
	Iteration 73Q: 3 clusters Score -1501442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1501446.125000 Penalty: 4813.334961
	Iteration 74Q: 3 clusters Score -1501446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1501449.250000 Penalty: 4813.334961
	Iteration 75Q: 3 clusters Score -1501449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1501448.875000 Penalty: 4813.334961
	Iteration 76Q: 3 clusters Score -1501449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1501452.375000 Penalty: 4813.334961
	Iteration 77Q: 3 clusters Score -1501452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1501452.625000 Penalty: 4813.334961
	Iteration 78Q: 3 clusters Score -1501453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1501457.875000 Penalty: 4813.334961
	Iteration 79Q: 3 clusters Score -1501458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1501458.750000 Penalty: 4813.334961
	Iteration 80F: 3 clusters Score -1501459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1501463.000000 Penalty: 4813.334961
	Iteration 81Q: 3 clusters Score -1501463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1501467.875000 Penalty: 4813.334961
	Iteration 82Q: 3 clusters Score -1501468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1501468.500000 Penalty: 4813.334961
	Iteration 83Q: 3 clusters Score -1501468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1501474.375000 Penalty: 4813.334961
	Iteration 84Q: 3 clusters Score -1501474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1501475.625000 Penalty: 4813.334961
	Iteration 85Q: 3 clusters Score -1501476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1501480.000000 Penalty: 4813.334961
	Iteration 86Q: 3 clusters Score -1501480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1501479.125000 Penalty: 4813.334961
	Iteration 87Q: 3 clusters Score -1501479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1501485.250000 Penalty: 4813.334961
	Iteration 88Q: 3 clusters Score -1501485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1501486.625000 Penalty: 4813.334961
	Iteration 89Q: 3 clusters Score -1501487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1501485.375000 Penalty: 4813.334961
	Iteration 90Q: 3 clusters Score -1501485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1501488.375000 Penalty: 4813.334961
	Iteration 91Q: 3 clusters Score -1501488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1501496.000000 Penalty: 4813.334961
	Iteration 92Q: 3 clusters Score -1501496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1501497.875000 Penalty: 4813.334961
	Iteration 93Q: 3 clusters Score -1501498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1501499.125000 Penalty: 4813.334961
	Iteration 94Q: 3 clusters Score -1501499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1501498.875000 Penalty: 4813.334961
	Iteration 95Q: 3 clusters Score -1501499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1501501.500000 Penalty: 4813.334961
	Iteration 96Q: 3 clusters Score -1501502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1501504.750000 Penalty: 4813.334961
	Iteration 97Q: 3 clusters Score -1501505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1501506.875000 Penalty: 4813.334961
	Iteration 98Q: 3 clusters Score -1501507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1501513.625000 Penalty: 4813.334961
	Iteration 99Q: 3 clusters Score -1501514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1501514.875000 Penalty: 4813.334961
	Iteration 100F: 3 clusters Score -1501515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1501515.375000 Penalty: 4813.334961
	Iteration 101Q: 3 clusters Score -1501515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1501517.500000 Penalty: 4813.334961
	Iteration 102Q: 3 clusters Score -1501518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1501515.375000 Penalty: 4813.334961
	Iteration 103Q: 3 clusters Score -1501515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1501517.625000 Penalty: 4813.334961
	Iteration 104Q: 3 clusters Score -1501518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1501518.875000 Penalty: 4813.334961
	Iteration 105Q: 3 clusters Score -1501519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1501518.875000 Penalty: 4813.334961
	Iteration 106Q: 3 clusters Score -1501519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1501516.750000 Penalty: 4813.334961
	Iteration 107Q: 3 clusters Score -1501517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1501517.500000 Penalty: 4813.334961
	Iteration 108Q: 3 clusters Score -1501518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1501517.500000 Penalty: 4813.334961
	Iteration 109F: 3 clusters Score -1501518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -293435.468750 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -293435.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -289724.843750 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -289724.8 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -291009.187500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -291009.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -291543.500000 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -291543.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -291977.437500 Penalty: 4094.633301
	Iteration 3F: 3 clusters Score -291977.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -292420.750000 Penalty: 4094.633301
	Iteration 4F: 3 clusters Score -292420.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -292790.375000 Penalty: 4094.633301
	Iteration 5F: 3 clusters Score -292790.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -293143.218750 Penalty: 4094.633301
	Iteration 6F: 3 clusters Score -293143.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -293411.281250 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -293411.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -293671.375000 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -293671.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -293831.593750 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -293831.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -293939.968750 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -293940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -294007.937500 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -294007.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -294054.750000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -294054.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -294097.906250 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -294097.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -294137.218750 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -294137.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -294175.343750 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -294175.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -294204.406250 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -294204.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -294237.406250 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -294237.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -294263.125000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -294263.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -294290.375000 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -294290.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -294315.000000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -294315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -294325.906250 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -294325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -294333.468750 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -294333.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -294339.187500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -294339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -294344.343750 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -294344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -294346.218750 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -294346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -294348.718750 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -294348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -294349.375000 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -294349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -294350.718750 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -294350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -294350.875000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -294350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -294352.437500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -294352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -294352.656250 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -294352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -294352.656250 Penalty: 4094.633301
	Iteration 32F: 3 clusters Score -294352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 15987 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Entering Unmasked Estep 
Score: -58808764.000000 Penalty: 92685.593750
Splitting cluster 8 changes total score from -58779872.000000 to -58808764.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -181269.953125 Penalty: 1890.420654
	Iteration 0F: 2 clusters Score -181270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -178638.468750 Penalty: 3780.841309
	Iteration 0F: 3 clusters Score -178638.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -179195.015625 Penalty: 3780.841309
	Iteration 1F: 3 clusters Score -179195 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -179356.265625 Penalty: 3780.841309
	Iteration 2F: 3 clusters Score -179356.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -179442.484375 Penalty: 3780.841309
	Iteration 3Q: 3 clusters Score -179442.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -179519.843750 Penalty: 3780.841309
	Iteration 4Q: 3 clusters Score -179519.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -179565.359375 Penalty: 3780.841309
	Iteration 5Q: 3 clusters Score -179565.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179593.093750 Penalty: 3780.841309
	Iteration 6Q: 3 clusters Score -179593.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -179619.437500 Penalty: 3780.841309
	Iteration 7Q: 3 clusters Score -179619.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -179651.562500 Penalty: 3780.841309
	Iteration 8Q: 3 clusters Score -179651.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179693.968750 Penalty: 3780.841309
	Iteration 9Q: 3 clusters Score -179694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -179744.453125 Penalty: 3780.841309
	Iteration 10Q: 3 clusters Score -179744.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -179799.406250 Penalty: 3780.841309
	Iteration 11Q: 3 clusters Score -179799.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -179827.718750 Penalty: 3780.841309
	Iteration 12Q: 3 clusters Score -179827.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179850.328125 Penalty: 3780.841309
	Iteration 13Q: 3 clusters Score -179850.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179871.140625 Penalty: 3780.841309
	Iteration 14Q: 3 clusters Score -179871.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -179884.593750 Penalty: 3780.841309
	Iteration 15Q: 3 clusters Score -179884.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179895.562500 Penalty: 3780.841309
	Iteration 16Q: 3 clusters Score -179895.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179904.031250 Penalty: 3780.841309
	Iteration 17Q: 3 clusters Score -179904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -179908.687500 Penalty: 3780.841309
	Iteration 18Q: 3 clusters Score -179908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179915.703125 Penalty: 3780.841309
	Iteration 19Q: 3 clusters Score -179915.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -179920.625000 Penalty: 3780.841309
	Iteration 20F: 3 clusters Score -179920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179927.406250 Penalty: 3780.841309
	Iteration 21Q: 3 clusters Score -179927.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179936.437500 Penalty: 3780.841309
	Iteration 22Q: 3 clusters Score -179936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179940.640625 Penalty: 3780.841309
	Iteration 23Q: 3 clusters Score -179940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179945.343750 Penalty: 3780.841309
	Iteration 24Q: 3 clusters Score -179945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179952.125000 Penalty: 3780.841309
	Iteration 25Q: 3 clusters Score -179952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179958.515625 Penalty: 3780.841309
	Iteration 26Q: 3 clusters Score -179958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -179962.328125 Penalty: 3780.841309
	Iteration 27Q: 3 clusters Score -179962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179967.906250 Penalty: 3780.841309
	Iteration 28Q: 3 clusters Score -179967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179978.078125 Penalty: 3780.841309
	Iteration 29Q: 3 clusters Score -179978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179985.859375 Penalty: 3780.841309
	Iteration 30Q: 3 clusters Score -179985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -179990.656250 Penalty: 3780.841309
	Iteration 31Q: 3 clusters Score -179990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179995.062500 Penalty: 3780.841309
	Iteration 32Q: 3 clusters Score -179995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180005.015625 Penalty: 3780.841309
	Iteration 33Q: 3 clusters Score -180005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -180008.437500 Penalty: 3780.841309
	Iteration 34Q: 3 clusters Score -180008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180010.546875 Penalty: 3780.841309
	Iteration 35Q: 3 clusters Score -180010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -180011.859375 Penalty: 3780.841309
	Iteration 36Q: 3 clusters Score -180011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180014.671875 Penalty: 3780.841309
	Iteration 37Q: 3 clusters Score -180014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -180016.531250 Penalty: 3780.841309
	Iteration 38Q: 3 clusters Score -180016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180018.265625 Penalty: 3780.841309
	Iteration 39Q: 3 clusters Score -180018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -180020.078125 Penalty: 3780.841309
	Iteration 40F: 3 clusters Score -180020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180021.468750 Penalty: 3780.841309
	Iteration 41Q: 3 clusters Score -180021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180023.515625 Penalty: 3780.841309
	Iteration 42Q: 3 clusters Score -180023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180023.515625 Penalty: 3780.841309
	Iteration 43F: 3 clusters Score -180023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Entering Unmasked Estep 
Score: -1498098.625000 Penalty: 2400.523682
	Iteration 0F: 2 clusters Score -1498099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1486641.625000 Penalty: 4801.047363
	Iteration 0F: 3 clusters Score -1486642 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1491445.500000 Penalty: 4801.047363
	Iteration 1F: 3 clusters Score -1491446 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1493570.125000 Penalty: 4801.047363
	Iteration 2F: 3 clusters Score -1493570 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1495811.000000 Penalty: 4801.047363
	Iteration 3F: 3 clusters Score -1495811 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1497417.125000 Penalty: 4801.047363
	Iteration 4F: 3 clusters Score -1497417 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1498298.625000 Penalty: 4801.047363
	Iteration 5F: 3 clusters Score -1498299 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1498670.125000 Penalty: 4801.047363
	Iteration 6Q: 3 clusters Score -1498670 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1498897.625000 Penalty: 4801.047363
	Iteration 7Q: 3 clusters Score -1498898 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1499028.125000 Penalty: 4801.047363
	Iteration 8Q: 3 clusters Score -1499028 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1499109.000000 Penalty: 4801.047363
	Iteration 9Q: 3 clusters Score -1499109 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1499188.500000 Penalty: 4801.047363
	Iteration 10Q: 3 clusters Score -1499188 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1499215.250000 Penalty: 4801.047363
	Iteration 11Q: 3 clusters Score -1499215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1499233.125000 Penalty: 4801.047363
	Iteration 12Q: 3 clusters Score -1499233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1499246.250000 Penalty: 4801.047363
	Iteration 13Q: 3 clusters Score -1499246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1499267.250000 Penalty: 4801.047363
	Iteration 14Q: 3 clusters Score -1499267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1499274.000000 Penalty: 4801.047363
	Iteration 15Q: 3 clusters Score -1499274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1499282.250000 Penalty: 4801.047363
	Iteration 16Q: 3 clusters Score -1499282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1499292.125000 Penalty: 4801.047363
	Iteration 17Q: 3 clusters Score -1499292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1499302.125000 Penalty: 4801.047363
	Iteration 18Q: 3 clusters Score -1499302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1499310.000000 Penalty: 4801.047363
	Iteration 19Q: 3 clusters Score -1499310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1499312.125000 Penalty: 4801.047363
	Iteration 20F: 3 clusters Score -1499312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1499312.625000 Penalty: 4801.047363
	Iteration 21Q: 3 clusters Score -1499313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1499315.500000 Penalty: 4801.047363
	Iteration 22Q: 3 clusters Score -1499316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1499317.750000 Penalty: 4801.047363
	Iteration 23Q: 3 clusters Score -1499318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1499315.125000 Penalty: 4801.047363
	Iteration 24Q: 3 clusters Score -1499315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1499321.000000 Penalty: 4801.047363
	Iteration 25Q: 3 clusters Score -1499321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1499328.125000 Penalty: 4801.047363
	Iteration 26Q: 3 clusters Score -1499328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1499333.375000 Penalty: 4801.047363
	Iteration 27Q: 3 clusters Score -1499333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1499340.625000 Penalty: 4801.047363
	Iteration 28Q: 3 clusters Score -1499341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1499337.625000 Penalty: 4801.047363
	Iteration 29Q: 3 clusters Score -1499338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1499343.375000 Penalty: 4801.047363
	Iteration 30Q: 3 clusters Score -1499343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1499346.750000 Penalty: 4801.047363
	Iteration 31Q: 3 clusters Score -1499347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1499351.375000 Penalty: 4801.047363
	Iteration 32Q: 3 clusters Score -1499351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1499351.750000 Penalty: 4801.047363
	Iteration 33Q: 3 clusters Score -1499352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1499359.125000 Penalty: 4801.047363
	Iteration 34Q: 3 clusters Score -1499359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1499362.125000 Penalty: 4801.047363
	Iteration 35Q: 3 clusters Score -1499362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1499359.250000 Penalty: 4801.047363
	Iteration 36Q: 3 clusters Score -1499359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1499363.375000 Penalty: 4801.047363
	Iteration 37Q: 3 clusters Score -1499363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1499369.375000 Penalty: 4801.047363
	Iteration 38Q: 3 clusters Score -1499369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1499371.250000 Penalty: 4801.047363
	Iteration 39Q: 3 clusters Score -1499371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1499377.000000 Penalty: 4801.047363
	Iteration 40F: 3 clusters Score -1499377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1499378.500000 Penalty: 4801.047363
	Iteration 41Q: 3 clusters Score -1499378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1499383.125000 Penalty: 4801.047363
	Iteration 42Q: 3 clusters Score -1499383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1499383.250000 Penalty: 4801.047363
	Iteration 43Q: 3 clusters Score -1499383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1499386.875000 Penalty: 4801.047363
	Iteration 44Q: 3 clusters Score -1499387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1499394.500000 Penalty: 4801.047363
	Iteration 45Q: 3 clusters Score -1499394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1499398.875000 Penalty: 4801.047363
	Iteration 46Q: 3 clusters Score -1499399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1499399.125000 Penalty: 4801.047363
	Iteration 47Q: 3 clusters Score -1499399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1499402.250000 Penalty: 4801.047363
	Iteration 48Q: 3 clusters Score -1499402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1499407.375000 Penalty: 4801.047363
	Iteration 49Q: 3 clusters Score -1499407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1499414.750000 Penalty: 4801.047363
	Iteration 50Q: 3 clusters Score -1499415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1499416.750000 Penalty: 4801.047363
	Iteration 51Q: 3 clusters Score -1499417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1499419.500000 Penalty: 4801.047363
	Iteration 52Q: 3 clusters Score -1499420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1499426.750000 Penalty: 4801.047363
	Iteration 53Q: 3 clusters Score -1499427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1499435.125000 Penalty: 4801.047363
	Iteration 54Q: 3 clusters Score -1499435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1499432.375000 Penalty: 4801.047363
	Iteration 55Q: 3 clusters Score -1499432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1499440.500000 Penalty: 4801.047363
	Iteration 56Q: 3 clusters Score -1499440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1499446.250000 Penalty: 4801.047363
	Iteration 57Q: 3 clusters Score -1499446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1499447.875000 Penalty: 4801.047363
	Iteration 58Q: 3 clusters Score -1499448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1499452.625000 Penalty: 4801.047363
	Iteration 59Q: 3 clusters Score -1499453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1499456.375000 Penalty: 4801.047363
	Iteration 60F: 3 clusters Score -1499456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1499458.625000 Penalty: 4801.047363
	Iteration 61Q: 3 clusters Score -1499459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1499464.125000 Penalty: 4801.047363
	Iteration 62Q: 3 clusters Score -1499464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1499470.625000 Penalty: 4801.047363
	Iteration 63Q: 3 clusters Score -1499471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1499483.375000 Penalty: 4801.047363
	Iteration 64Q: 3 clusters Score -1499483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1499483.750000 Penalty: 4801.047363
	Iteration 65Q: 3 clusters Score -1499484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1499492.875000 Penalty: 4801.047363
	Iteration 66Q: 3 clusters Score -1499493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1499495.750000 Penalty: 4801.047363
	Iteration 67Q: 3 clusters Score -1499496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1499505.125000 Penalty: 4801.047363
	Iteration 68Q: 3 clusters Score -1499505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1499522.500000 Penalty: 4801.047363
	Iteration 69Q: 3 clusters Score -1499522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1499532.750000 Penalty: 4801.047363
	Iteration 70Q: 3 clusters Score -1499533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1499547.875000 Penalty: 4801.047363
	Iteration 71Q: 3 clusters Score -1499548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1499563.000000 Penalty: 4801.047363
	Iteration 72Q: 3 clusters Score -1499563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1499575.500000 Penalty: 4801.047363
	Iteration 73Q: 3 clusters Score -1499576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1499588.250000 Penalty: 4801.047363
	Iteration 74Q: 3 clusters Score -1499588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1499596.625000 Penalty: 4801.047363
	Iteration 75Q: 3 clusters Score -1499597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1499602.625000 Penalty: 4801.047363
	Iteration 76Q: 3 clusters Score -1499603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1499607.250000 Penalty: 4801.047363
	Iteration 77Q: 3 clusters Score -1499607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1499614.500000 Penalty: 4801.047363
	Iteration 78Q: 3 clusters Score -1499614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1499616.125000 Penalty: 4801.047363
	Iteration 79Q: 3 clusters Score -1499616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1499624.500000 Penalty: 4801.047363
	Iteration 80F: 3 clusters Score -1499624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1499625.750000 Penalty: 4801.047363
	Iteration 81Q: 3 clusters Score -1499626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1499624.750000 Penalty: 4801.047363
	Iteration 82Q: 3 clusters Score -1499625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1499625.500000 Penalty: 4801.047363
	Iteration 83Q: 3 clusters Score -1499626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1499628.250000 Penalty: 4801.047363
	Iteration 84Q: 3 clusters Score -1499628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1499627.500000 Penalty: 4801.047363
	Iteration 85Q: 3 clusters Score -1499628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1499632.000000 Penalty: 4801.047363
	Iteration 86Q: 3 clusters Score -1499632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1499633.500000 Penalty: 4801.047363
	Iteration 87Q: 3 clusters Score -1499634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1499638.500000 Penalty: 4801.047363
	Iteration 88Q: 3 clusters Score -1499638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1499643.000000 Penalty: 4801.047363
	Iteration 89Q: 3 clusters Score -1499643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1499641.500000 Penalty: 4801.047363
	Iteration 90Q: 3 clusters Score -1499642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1499643.250000 Penalty: 4801.047363
	Iteration 91Q: 3 clusters Score -1499643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1499644.125000 Penalty: 4801.047363
	Iteration 92Q: 3 clusters Score -1499644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1499643.625000 Penalty: 4801.047363
	Iteration 93Q: 3 clusters Score -1499644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1499643.875000 Penalty: 4801.047363
	Iteration 94Q: 3 clusters Score -1499644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1499642.250000 Penalty: 4801.047363
	Iteration 95Q: 3 clusters Score -1499642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1499644.125000 Penalty: 4801.047363
	Iteration 96Q: 3 clusters Score -1499644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1499645.375000 Penalty: 4801.047363
	Iteration 97Q: 3 clusters Score -1499645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1499645.375000 Penalty: 4801.047363
	Iteration 98F: 3 clusters Score -1499645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Entering Unmasked Estep 
Score: -58809320.000000 Penalty: 95995.796875
Splitting cluster 10 changes total score from -58779872.000000 to -58809320.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (17921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Entering Unmasked Estep 
Score: -1743125.250000 Penalty: 2428.844727
	Iteration 0F: 2 clusters Score -1743125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1730549.500000 Penalty: 4857.689453
	Iteration 0F: 3 clusters Score -1730550 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1734825.625000 Penalty: 4857.689453
	Iteration 1F: 3 clusters Score -1734826 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1735277.875000 Penalty: 4857.689453
	Iteration 2F: 3 clusters Score -1735278 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1735669.000000 Penalty: 4857.689453
	Iteration 3F: 3 clusters Score -1735669 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1736065.625000 Penalty: 4857.689453
	Iteration 4Q: 3 clusters Score -1736066 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1736518.500000 Penalty: 4857.689453
	Iteration 5Q: 3 clusters Score -1736518 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1737026.875000 Penalty: 4857.689453
	Iteration 6Q: 3 clusters Score -1737027 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1737564.125000 Penalty: 4857.689453
	Iteration 7Q: 3 clusters Score -1737564 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1738119.000000 Penalty: 4857.689453
	Iteration 8Q: 3 clusters Score -1738119 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1738649.125000 Penalty: 4857.689453
	Iteration 9Q: 3 clusters Score -1738649 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1739096.000000 Penalty: 4857.689453
	Iteration 10Q: 3 clusters Score -1739096 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1739480.750000 Penalty: 4857.689453
	Iteration 11Q: 3 clusters Score -1739481 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1739808.000000 Penalty: 4857.689453
	Iteration 12Q: 3 clusters Score -1739808 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1740047.375000 Penalty: 4857.689453
	Iteration 13Q: 3 clusters Score -1740047 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1740230.500000 Penalty: 4857.689453
	Iteration 14Q: 3 clusters Score -1740230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1740356.375000 Penalty: 4857.689453
	Iteration 15Q: 3 clusters Score -1740356 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1740466.000000 Penalty: 4857.689453
	Iteration 16Q: 3 clusters Score -1740466 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1740546.000000 Penalty: 4857.689453
	Iteration 17Q: 3 clusters Score -1740546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1740614.250000 Penalty: 4857.689453
	Iteration 18Q: 3 clusters Score -1740614 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1740690.250000 Penalty: 4857.689453
	Iteration 19Q: 3 clusters Score -1740690 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1740759.750000 Penalty: 4857.689453
	Iteration 20F: 3 clusters Score -1740760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1740838.000000 Penalty: 4857.689453
	Iteration 21Q: 3 clusters Score -1740838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1740903.500000 Penalty: 4857.689453
	Iteration 22Q: 3 clusters Score -1740904 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1740958.875000 Penalty: 4857.689453
	Iteration 23Q: 3 clusters Score -1740959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1741003.750000 Penalty: 4857.689453
	Iteration 24Q: 3 clusters Score -1741004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1741050.500000 Penalty: 4857.689453
	Iteration 25Q: 3 clusters Score -1741050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1741079.250000 Penalty: 4857.689453
	Iteration 26Q: 3 clusters Score -1741079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1741101.500000 Penalty: 4857.689453
	Iteration 27Q: 3 clusters Score -1741102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1741133.125000 Penalty: 4857.689453
	Iteration 28Q: 3 clusters Score -1741133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1741149.625000 Penalty: 4857.689453
	Iteration 29Q: 3 clusters Score -1741150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1741159.000000 Penalty: 4857.689453
	Iteration 30Q: 3 clusters Score -1741159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1741174.500000 Penalty: 4857.689453
	Iteration 31Q: 3 clusters Score -1741174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1741190.250000 Penalty: 4857.689453
	Iteration 32Q: 3 clusters Score -1741190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1741200.625000 Penalty: 4857.689453
	Iteration 33Q: 3 clusters Score -1741201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1741213.875000 Penalty: 4857.689453
	Iteration 34Q: 3 clusters Score -1741214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1741213.625000 Penalty: 4857.689453
	Iteration 35Q: 3 clusters Score -1741214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1741221.250000 Penalty: 4857.689453
	Iteration 36Q: 3 clusters Score -1741221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1741224.875000 Penalty: 4857.689453
	Iteration 37Q: 3 clusters Score -1741225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1741226.875000 Penalty: 4857.689453
	Iteration 38Q: 3 clusters Score -1741227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1741230.750000 Penalty: 4857.689453
	Iteration 39Q: 3 clusters Score -1741231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1741229.750000 Penalty: 4857.689453
	Iteration 40F: 3 clusters Score -1741230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1741231.000000 Penalty: 4857.689453
	Iteration 41Q: 3 clusters Score -1741231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1741231.750000 Penalty: 4857.689453
	Iteration 42Q: 3 clusters Score -1741232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1741233.875000 Penalty: 4857.689453
	Iteration 43Q: 3 clusters Score -1741234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1741233.250000 Penalty: 4857.689453
	Iteration 44Q: 3 clusters Score -1741233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1741232.125000 Penalty: 4857.689453
	Iteration 45Q: 3 clusters Score -1741232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1741234.750000 Penalty: 4857.689453
	Iteration 46Q: 3 clusters Score -1741235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1741233.875000 Penalty: 4857.689453
	Iteration 47Q: 3 clusters Score -1741234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1741232.000000 Penalty: 4857.689453
	Iteration 48Q: 3 clusters Score -1741232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1741231.750000 Penalty: 4857.689453
	Iteration 49Q: 3 clusters Score -1741232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1741231.750000 Penalty: 4857.689453
	Iteration 50F: 3 clusters Score -1741232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Entering Unmasked Estep 
Score: -1249396.375000 Penalty: 2341.558838
	Iteration 0F: 2 clusters Score -1249396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1240020.125000 Penalty: 4683.117676
	Iteration 0F: 3 clusters Score -1240020 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1243096.000000 Penalty: 4683.117676
	Iteration 1F: 3 clusters Score -1243096 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1243714.750000 Penalty: 4683.117676
	Iteration 2F: 3 clusters Score -1243715 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1244655.625000 Penalty: 4683.117676
	Iteration 3F: 3 clusters Score -1244656 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1246490.750000 Penalty: 4683.117676
	Iteration 4F: 3 clusters Score -1246491 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1249639.750000 Penalty: 4683.117676
	Iteration 5F: 3 clusters Score -1249640 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1251546.625000 Penalty: 4683.117676
	Iteration 6F: 3 clusters Score -1251547 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1252379.375000 Penalty: 4683.117676
	Iteration 7F: 3 clusters Score -1252379 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1252668.625000 Penalty: 4683.117676
	Iteration 8Q: 3 clusters Score -1252669 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1252806.875000 Penalty: 4683.117676
	Iteration 9Q: 3 clusters Score -1252807 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1252899.625000 Penalty: 4683.117676
	Iteration 10Q: 3 clusters Score -1252900 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1252957.250000 Penalty: 4683.117676
	Iteration 11Q: 3 clusters Score -1252957 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1252996.250000 Penalty: 4683.117676
	Iteration 12Q: 3 clusters Score -1252996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1253035.500000 Penalty: 4683.117676
	Iteration 13Q: 3 clusters Score -1253036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1253067.500000 Penalty: 4683.117676
	Iteration 14Q: 3 clusters Score -1253068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1253114.250000 Penalty: 4683.117676
	Iteration 15Q: 3 clusters Score -1253114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1253156.750000 Penalty: 4683.117676
	Iteration 16Q: 3 clusters Score -1253157 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1253245.250000 Penalty: 4683.117676
	Iteration 17Q: 3 clusters Score -1253245 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1253394.000000 Penalty: 4683.117676
	Iteration 18Q: 3 clusters Score -1253394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1253680.375000 Penalty: 4683.117676
	Iteration 19Q: 3 clusters Score -1253680 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1254390.000000 Penalty: 4683.117676
	Iteration 20F: 3 clusters Score -1254390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1256012.750000 Penalty: 4683.117676
	Iteration 21Q: 3 clusters Score -1256013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1256746.125000 Penalty: 4683.117676
	Iteration 22Q: 3 clusters Score -1256746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1256756.500000 Penalty: 4683.117676
	Iteration 23Q: 3 clusters Score -1256756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1256755.875000 Penalty: 4683.117676
	Iteration 24Q: 3 clusters Score -1256756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1256754.750000 Penalty: 4683.117676
	Iteration 25Q: 3 clusters Score -1256755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1256754.750000 Penalty: 4683.117676
	Iteration 26F: 3 clusters Score -1256755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 19853 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2716 members 
Entering Unmasked Estep 
Score: -58815676.000000 Penalty: 99305.992188
Splitting cluster 12 changes total score from -58779872.000000 to -58815676.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (19853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Entering Unmasked Estep 
Score: -1987671.875000 Penalty: 2454.235352
	Iteration 0F: 2 clusters Score -1987672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1973589.875000 Penalty: 4908.470703
	Iteration 0F: 3 clusters Score -1973590 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1978380.625000 Penalty: 4908.470703
	Iteration 1F: 3 clusters Score -1978381 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1978873.625000 Penalty: 4908.470703
	Iteration 2F: 3 clusters Score -1978874 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1979308.750000 Penalty: 4908.470703
	Iteration 3F: 3 clusters Score -1979309 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1979699.875000 Penalty: 4908.470703
	Iteration 4Q: 3 clusters Score -1979700 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1980102.375000 Penalty: 4908.470703
	Iteration 5Q: 3 clusters Score -1980102 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1980573.875000 Penalty: 4908.470703
	Iteration 6Q: 3 clusters Score -1980574 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1981150.500000 Penalty: 4908.470703
	Iteration 7Q: 3 clusters Score -1981150 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1981830.500000 Penalty: 4908.470703
	Iteration 8F: 3 clusters Score -1981830 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1982572.000000 Penalty: 4908.470703
	Iteration 9F: 3 clusters Score -1982572 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1983304.375000 Penalty: 4908.470703
	Iteration 10Q: 3 clusters Score -1983304 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1983918.750000 Penalty: 4908.470703
	Iteration 11Q: 3 clusters Score -1983919 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1984445.375000 Penalty: 4908.470703
	Iteration 12Q: 3 clusters Score -1984445 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1984864.375000 Penalty: 4908.470703
	Iteration 13Q: 3 clusters Score -1984864 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1985269.375000 Penalty: 4908.470703
	Iteration 14Q: 3 clusters Score -1985269 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1985756.750000 Penalty: 4908.470703
	Iteration 15Q: 3 clusters Score -1985757 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1986414.875000 Penalty: 4908.470703
	Iteration 16Q: 3 clusters Score -1986415 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1986662.250000 Penalty: 4908.470703
	Iteration 17Q: 3 clusters Score -1986662 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1986836.000000 Penalty: 4908.470703
	Iteration 18Q: 3 clusters Score -1986836 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1987029.250000 Penalty: 4908.470703
	Iteration 19Q: 3 clusters Score -1987029 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1987303.250000 Penalty: 4908.470703
	Iteration 20F: 3 clusters Score -1987303 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1987711.250000 Penalty: 4908.470703
	Iteration 21Q: 3 clusters Score -1987711 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1988299.625000 Penalty: 4908.470703
	Iteration 22Q: 3 clusters Score -1988300 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1989179.875000 Penalty: 4908.470703
	Iteration 23Q: 3 clusters Score -1989180 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1990418.375000 Penalty: 4908.470703
	Iteration 24F: 3 clusters Score -1990418 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1992069.125000 Penalty: 4908.470703
	Iteration 25F: 3 clusters Score -1992069 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1994265.375000 Penalty: 4908.470703
	Iteration 26F: 3 clusters Score -1994265 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1996953.500000 Penalty: 4908.470703
	Iteration 27F: 3 clusters Score -1996954 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1999241.125000 Penalty: 4908.470703
	Iteration 28Q: 3 clusters Score -1999241 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1999737.750000 Penalty: 4908.470703
	Iteration 29Q: 3 clusters Score -1999738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1999747.750000 Penalty: 4908.470703
	Iteration 30Q: 3 clusters Score -1999748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1999747.000000 Penalty: 4908.470703
	Iteration 31Q: 3 clusters Score -1999747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1999744.250000 Penalty: 4908.470703
	Iteration 32Q: 3 clusters Score -1999744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1999745.875000 Penalty: 4908.470703
	Iteration 33Q: 3 clusters Score -1999746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1999746.750000 Penalty: 4908.470703
	Iteration 34Q: 3 clusters Score -1999747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1999746.750000 Penalty: 4908.470703
	Iteration 35F: 3 clusters Score -1999747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2716 members 
Mstep: Class 31 contains 9781 members 
Entering Unmasked Estep 
Score: -58827044.000000 Penalty: 102616.195312
Splitting cluster 13 changes total score from -58779872.000000 to -58827044.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (10361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Entering Unmasked Estep 
Score: -951921.750000 Penalty: 2292.959473
	Iteration 0F: 2 clusters Score -951921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -944039.687500 Penalty: 4585.918945
	Iteration 0F: 3 clusters Score -944039.7 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -946333.750000 Penalty: 4585.918945
	Iteration 1F: 3 clusters Score -946333.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -946952.437500 Penalty: 4585.918945
	Iteration 2F: 3 clusters Score -946952.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -947662.562500 Penalty: 4585.918945
	Iteration 3F: 3 clusters Score -947662.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -948298.937500 Penalty: 4585.918945
	Iteration 4F: 3 clusters Score -948298.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -949016.312500 Penalty: 4585.918945
	Iteration 5F: 3 clusters Score -949016.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -949658.125000 Penalty: 4585.918945
	Iteration 6F: 3 clusters Score -949658.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -950073.500000 Penalty: 4585.918945
	Iteration 7F: 3 clusters Score -950073.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -950330.000000 Penalty: 4585.918945
	Iteration 8Q: 3 clusters Score -950330 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -950497.125000 Penalty: 4585.918945
	Iteration 9Q: 3 clusters Score -950497.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -950629.000000 Penalty: 4585.918945
	Iteration 10Q: 3 clusters Score -950629 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -950756.687500 Penalty: 4585.918945
	Iteration 11Q: 3 clusters Score -950756.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -950855.750000 Penalty: 4585.918945
	Iteration 12Q: 3 clusters Score -950855.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -950946.437500 Penalty: 4585.918945
	Iteration 13Q: 3 clusters Score -950946.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -951018.687500 Penalty: 4585.918945
	Iteration 14Q: 3 clusters Score -951018.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -951090.875000 Penalty: 4585.918945
	Iteration 15Q: 3 clusters Score -951090.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -951152.937500 Penalty: 4585.918945
	Iteration 16Q: 3 clusters Score -951152.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -951222.312500 Penalty: 4585.918945
	Iteration 17Q: 3 clusters Score -951222.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -951285.500000 Penalty: 4585.918945
	Iteration 18Q: 3 clusters Score -951285.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -951357.187500 Penalty: 4585.918945
	Iteration 19Q: 3 clusters Score -951357.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -951415.687500 Penalty: 4585.918945
	Iteration 20F: 3 clusters Score -951415.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -951489.000000 Penalty: 4585.918945
	Iteration 21Q: 3 clusters Score -951489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -951559.500000 Penalty: 4585.918945
	Iteration 22Q: 3 clusters Score -951559.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -951615.875000 Penalty: 4585.918945
	Iteration 23Q: 3 clusters Score -951615.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -951661.875000 Penalty: 4585.918945
	Iteration 24Q: 3 clusters Score -951661.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -951695.000000 Penalty: 4585.918945
	Iteration 25Q: 3 clusters Score -951695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -951719.062500 Penalty: 4585.918945
	Iteration 26Q: 3 clusters Score -951719.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -951741.187500 Penalty: 4585.918945
	Iteration 27Q: 3 clusters Score -951741.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -951760.125000 Penalty: 4585.918945
	Iteration 28Q: 3 clusters Score -951760.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -951771.187500 Penalty: 4585.918945
	Iteration 29Q: 3 clusters Score -951771.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -951783.187500 Penalty: 4585.918945
	Iteration 30Q: 3 clusters Score -951783.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -951797.187500 Penalty: 4585.918945
	Iteration 31Q: 3 clusters Score -951797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -951809.125000 Penalty: 4585.918945
	Iteration 32Q: 3 clusters Score -951809.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -951818.562500 Penalty: 4585.918945
	Iteration 33Q: 3 clusters Score -951818.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -951825.125000 Penalty: 4585.918945
	Iteration 34Q: 3 clusters Score -951825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -951829.500000 Penalty: 4585.918945
	Iteration 35Q: 3 clusters Score -951829.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -951833.375000 Penalty: 4585.918945
	Iteration 36Q: 3 clusters Score -951833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -951832.375000 Penalty: 4585.918945
	Iteration 37Q: 3 clusters Score -951832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -951834.812500 Penalty: 4585.918945
	Iteration 38Q: 3 clusters Score -951834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -951834.687500 Penalty: 4585.918945
	Iteration 39Q: 3 clusters Score -951834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -951839.312500 Penalty: 4585.918945
	Iteration 40F: 3 clusters Score -951839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -951842.375000 Penalty: 4585.918945
	Iteration 41Q: 3 clusters Score -951842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -951842.250000 Penalty: 4585.918945
	Iteration 42Q: 3 clusters Score -951842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -951841.937500 Penalty: 4585.918945
	Iteration 43Q: 3 clusters Score -951841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -951841.937500 Penalty: 4585.918945
	Iteration 44F: 3 clusters Score -951841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -504776.406250 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -504776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -499675.312500 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -499675.3 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -501841.843750 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -501841.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -503121.156250 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -503121.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -504201.468750 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -504201.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -504917.531250 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -504917.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -505347.468750 Penalty: 4316.774414
	Iteration 5F: 3 clusters Score -505347.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -505777.593750 Penalty: 4316.774414
	Iteration 6F: 3 clusters Score -505777.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -506206.718750 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -506206.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -506527.156250 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -506527.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -506688.250000 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -506688.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -506748.593750 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -506748.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -506781.687500 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -506781.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -506811.750000 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -506811.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -506824.781250 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -506824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -506838.281250 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -506838.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -506847.687500 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -506847.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -506857.875000 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -506857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -506862.125000 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -506862.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -506871.000000 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -506871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -506876.875000 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -506876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -506881.093750 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -506881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -506885.406250 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -506885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -506888.937500 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -506888.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -506893.500000 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -506893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -506896.093750 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -506896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -506900.031250 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -506900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -506903.343750 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -506903.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -506910.125000 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -506910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -506912.812500 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -506912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -506916.468750 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -506916.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -506924.218750 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -506924.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -506931.625000 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -506931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -506933.781250 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -506933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -506934.468750 Penalty: 4316.774414
	Iteration 33Q: 3 clusters Score -506934.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -506936.687500 Penalty: 4316.774414
	Iteration 34Q: 3 clusters Score -506936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -506940.343750 Penalty: 4316.774414
	Iteration 35Q: 3 clusters Score -506940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -506949.343750 Penalty: 4316.774414
	Iteration 36Q: 3 clusters Score -506949.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -506955.531250 Penalty: 4316.774414
	Iteration 37Q: 3 clusters Score -506955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -506958.093750 Penalty: 4316.774414
	Iteration 38Q: 3 clusters Score -506958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -506959.281250 Penalty: 4316.774414
	Iteration 39Q: 3 clusters Score -506959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -506960.062500 Penalty: 4316.774414
	Iteration 40F: 3 clusters Score -506960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -506960.000000 Penalty: 4316.774414
	Iteration 41Q: 3 clusters Score -506960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -506961.718750 Penalty: 4316.774414
	Iteration 42Q: 3 clusters Score -506961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -506961.718750 Penalty: 4316.774414
	Iteration 43F: 3 clusters Score -506961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2716 members 
Mstep: Class 31 contains 9781 members 
Mstep: Class 32 contains 3107 members 
Entering Unmasked Estep 
Score: -58828128.000000 Penalty: 105926.390625
Splitting cluster 15 changes total score from -58779872.000000 to -58828128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (25416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Entering Unmasked Estep 
Score: -2466563.250000 Penalty: 2515.497314
	Iteration 0F: 2 clusters Score -2466563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2448907.500000 Penalty: 5030.994629
	Iteration 0F: 3 clusters Score -2448908 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2455107.500000 Penalty: 5030.994629
	Iteration 1F: 3 clusters Score -2455108 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2455562.500000 Penalty: 5030.994629
	Iteration 2F: 3 clusters Score -2455562 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2455964.750000 Penalty: 5030.994629
	Iteration 3Q: 3 clusters Score -2455965 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2456379.250000 Penalty: 5030.994629
	Iteration 4Q: 3 clusters Score -2456379 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2456825.000000 Penalty: 5030.994629
	Iteration 5Q: 3 clusters Score -2456825 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2457394.250000 Penalty: 5030.994629
	Iteration 6Q: 3 clusters Score -2457394 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2458125.250000 Penalty: 5030.994629
	Iteration 7F: 3 clusters Score -2458125 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2459078.750000 Penalty: 5030.994629
	Iteration 8F: 3 clusters Score -2459079 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2460222.250000 Penalty: 5030.994629
	Iteration 9F: 3 clusters Score -2460222 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2461360.500000 Penalty: 5030.994629
	Iteration 10F: 3 clusters Score -2461360 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2462235.750000 Penalty: 5030.994629
	Iteration 11Q: 3 clusters Score -2462236 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2462875.750000 Penalty: 5030.994629
	Iteration 12Q: 3 clusters Score -2462876 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2463304.750000 Penalty: 5030.994629
	Iteration 13Q: 3 clusters Score -2463305 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2463615.000000 Penalty: 5030.994629
	Iteration 14Q: 3 clusters Score -2463615 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2463850.250000 Penalty: 5030.994629
	Iteration 15Q: 3 clusters Score -2463850 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2464016.750000 Penalty: 5030.994629
	Iteration 16Q: 3 clusters Score -2464017 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2464135.500000 Penalty: 5030.994629
	Iteration 17Q: 3 clusters Score -2464136 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2464205.250000 Penalty: 5030.994629
	Iteration 18Q: 3 clusters Score -2464205 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2464246.250000 Penalty: 5030.994629
	Iteration 19Q: 3 clusters Score -2464246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2464299.000000 Penalty: 5030.994629
	Iteration 20F: 3 clusters Score -2464299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2464333.250000 Penalty: 5030.994629
	Iteration 21Q: 3 clusters Score -2464333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2464365.000000 Penalty: 5030.994629
	Iteration 22Q: 3 clusters Score -2464365 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2464401.750000 Penalty: 5030.994629
	Iteration 23Q: 3 clusters Score -2464402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2464422.000000 Penalty: 5030.994629
	Iteration 24Q: 3 clusters Score -2464422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2464448.250000 Penalty: 5030.994629
	Iteration 25Q: 3 clusters Score -2464448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2464475.750000 Penalty: 5030.994629
	Iteration 26Q: 3 clusters Score -2464476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2464490.750000 Penalty: 5030.994629
	Iteration 27Q: 3 clusters Score -2464491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2464506.750000 Penalty: 5030.994629
	Iteration 28Q: 3 clusters Score -2464507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2464517.250000 Penalty: 5030.994629
	Iteration 29Q: 3 clusters Score -2464517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2464533.000000 Penalty: 5030.994629
	Iteration 30Q: 3 clusters Score -2464533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2464541.500000 Penalty: 5030.994629
	Iteration 31Q: 3 clusters Score -2464542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2464555.750000 Penalty: 5030.994629
	Iteration 32Q: 3 clusters Score -2464556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2464558.250000 Penalty: 5030.994629
	Iteration 33Q: 3 clusters Score -2464558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2464572.250000 Penalty: 5030.994629
	Iteration 34Q: 3 clusters Score -2464572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2464579.000000 Penalty: 5030.994629
	Iteration 35Q: 3 clusters Score -2464579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2464584.000000 Penalty: 5030.994629
	Iteration 36Q: 3 clusters Score -2464584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2464592.750000 Penalty: 5030.994629
	Iteration 37Q: 3 clusters Score -2464593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2464600.000000 Penalty: 5030.994629
	Iteration 38Q: 3 clusters Score -2464600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2464601.250000 Penalty: 5030.994629
	Iteration 39Q: 3 clusters Score -2464601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2464610.250000 Penalty: 5030.994629
	Iteration 40F: 3 clusters Score -2464610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2464620.500000 Penalty: 5030.994629
	Iteration 41Q: 3 clusters Score -2464620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2464620.750000 Penalty: 5030.994629
	Iteration 42Q: 3 clusters Score -2464621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2464624.750000 Penalty: 5030.994629
	Iteration 43Q: 3 clusters Score -2464625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2464631.500000 Penalty: 5030.994629
	Iteration 44Q: 3 clusters Score -2464632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2464635.750000 Penalty: 5030.994629
	Iteration 45Q: 3 clusters Score -2464636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2464641.500000 Penalty: 5030.994629
	Iteration 46Q: 3 clusters Score -2464642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2464642.250000 Penalty: 5030.994629
	Iteration 47Q: 3 clusters Score -2464642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2464645.250000 Penalty: 5030.994629
	Iteration 48Q: 3 clusters Score -2464645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2464646.750000 Penalty: 5030.994629
	Iteration 49Q: 3 clusters Score -2464647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2464648.250000 Penalty: 5030.994629
	Iteration 50Q: 3 clusters Score -2464648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2464649.750000 Penalty: 5030.994629
	Iteration 51Q: 3 clusters Score -2464650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2464647.000000 Penalty: 5030.994629
	Iteration 52Q: 3 clusters Score -2464647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2464649.000000 Penalty: 5030.994629
	Iteration 53Q: 3 clusters Score -2464649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2464649.250000 Penalty: 5030.994629
	Iteration 54Q: 3 clusters Score -2464649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2464649.250000 Penalty: 5030.994629
	Iteration 55F: 3 clusters Score -2464649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Entering Unmasked Estep 
Score: -601330.875000 Penalty: 2185.474365
	Iteration 0F: 2 clusters Score -601330.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -595781.062500 Penalty: 4370.948730
	Iteration 0F: 3 clusters Score -595781.1 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -597535.937500 Penalty: 4370.948730
	Iteration 1F: 3 clusters Score -597535.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -598152.687500 Penalty: 4370.948730
	Iteration 2F: 3 clusters Score -598152.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -598803.750000 Penalty: 4370.948730
	Iteration 3F: 3 clusters Score -598803.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -599479.312500 Penalty: 4370.948730
	Iteration 4F: 3 clusters Score -599479.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -600201.312500 Penalty: 4370.948730
	Iteration 5F: 3 clusters Score -600201.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -600607.687500 Penalty: 4370.948730
	Iteration 6F: 3 clusters Score -600607.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -600830.625000 Penalty: 4370.948730
	Iteration 7Q: 3 clusters Score -600830.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -600994.250000 Penalty: 4370.948730
	Iteration 8Q: 3 clusters Score -600994.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -601103.437500 Penalty: 4370.948730
	Iteration 9Q: 3 clusters Score -601103.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -601192.500000 Penalty: 4370.948730
	Iteration 10Q: 3 clusters Score -601192.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -601276.250000 Penalty: 4370.948730
	Iteration 11Q: 3 clusters Score -601276.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -601348.625000 Penalty: 4370.948730
	Iteration 12Q: 3 clusters Score -601348.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -601417.375000 Penalty: 4370.948730
	Iteration 13Q: 3 clusters Score -601417.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -601466.312500 Penalty: 4370.948730
	Iteration 14Q: 3 clusters Score -601466.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -601507.875000 Penalty: 4370.948730
	Iteration 15Q: 3 clusters Score -601507.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -601550.250000 Penalty: 4370.948730
	Iteration 16Q: 3 clusters Score -601550.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -601582.937500 Penalty: 4370.948730
	Iteration 17Q: 3 clusters Score -601582.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -601602.000000 Penalty: 4370.948730
	Iteration 18Q: 3 clusters Score -601602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -601619.687500 Penalty: 4370.948730
	Iteration 19Q: 3 clusters Score -601619.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -601636.812500 Penalty: 4370.948730
	Iteration 20F: 3 clusters Score -601636.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -601656.562500 Penalty: 4370.948730
	Iteration 21Q: 3 clusters Score -601656.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -601674.187500 Penalty: 4370.948730
	Iteration 22Q: 3 clusters Score -601674.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -601688.812500 Penalty: 4370.948730
	Iteration 23Q: 3 clusters Score -601688.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -601704.750000 Penalty: 4370.948730
	Iteration 24Q: 3 clusters Score -601704.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -601717.750000 Penalty: 4370.948730
	Iteration 25Q: 3 clusters Score -601717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -601732.687500 Penalty: 4370.948730
	Iteration 26Q: 3 clusters Score -601732.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -601746.375000 Penalty: 4370.948730
	Iteration 27Q: 3 clusters Score -601746.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -601759.312500 Penalty: 4370.948730
	Iteration 28Q: 3 clusters Score -601759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -601764.687500 Penalty: 4370.948730
	Iteration 29Q: 3 clusters Score -601764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -601766.812500 Penalty: 4370.948730
	Iteration 30Q: 3 clusters Score -601766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -601768.937500 Penalty: 4370.948730
	Iteration 31Q: 3 clusters Score -601768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -601771.125000 Penalty: 4370.948730
	Iteration 32Q: 3 clusters Score -601771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -601773.750000 Penalty: 4370.948730
	Iteration 33Q: 3 clusters Score -601773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -601777.375000 Penalty: 4370.948730
	Iteration 34Q: 3 clusters Score -601777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -601778.187500 Penalty: 4370.948730
	Iteration 35Q: 3 clusters Score -601778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -601779.500000 Penalty: 4370.948730
	Iteration 36Q: 3 clusters Score -601779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -601780.562500 Penalty: 4370.948730
	Iteration 37Q: 3 clusters Score -601780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -601781.500000 Penalty: 4370.948730
	Iteration 38Q: 3 clusters Score -601781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -601784.562500 Penalty: 4370.948730
	Iteration 39Q: 3 clusters Score -601784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -601786.437500 Penalty: 4370.948730
	Iteration 40F: 3 clusters Score -601786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -601788.187500 Penalty: 4370.948730
	Iteration 41Q: 3 clusters Score -601788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -601787.562500 Penalty: 4370.948730
	Iteration 42Q: 3 clusters Score -601787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -601788.437500 Penalty: 4370.948730
	Iteration 43Q: 3 clusters Score -601788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -601788.500000 Penalty: 4370.948730
	Iteration 44Q: 3 clusters Score -601788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -601788.500000 Penalty: 4370.948730
	Iteration 45F: 3 clusters Score -601788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 25279 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2716 members 
Mstep: Class 31 contains 9781 members 
Mstep: Class 32 contains 3107 members 
Mstep: Class 33 contains 4992 members 
Entering Unmasked Estep 
Score: -58827384.000000 Penalty: 109236.593750
Splitting cluster 18 changes total score from -58779872.000000 to -58827384.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (69005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Entering Unmasked Estep 
Score: -6894632.500000 Penalty: 2763.199707
	Iteration 0F: 2 clusters Score -6894632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -6848252.500000 Penalty: 5526.399414
	Iteration 0F: 3 clusters Score -6848252 nChanged 32344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -6866996.500000 Penalty: 5526.399414
	Iteration 1F: 3 clusters Score -6866996 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6868441.000000 Penalty: 5526.399414
	Iteration 2Q: 3 clusters Score -6868441 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6870525.500000 Penalty: 5526.399414
	Iteration 3F: 3 clusters Score -6870526 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6873145.500000 Penalty: 5526.399414
	Iteration 4F: 3 clusters Score -6873146 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -6876694.500000 Penalty: 5526.399414
	Iteration 5F: 3 clusters Score -6876694 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6880876.500000 Penalty: 5526.399414
	Iteration 6F: 3 clusters Score -6880876 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -6884897.500000 Penalty: 5526.399414
	Iteration 7F: 3 clusters Score -6884898 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -6888186.500000 Penalty: 5526.399414
	Iteration 8F: 3 clusters Score -6888186 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -6890657.500000 Penalty: 5526.399414
	Iteration 9Q: 3 clusters Score -6890658 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -6892273.500000 Penalty: 5526.399414
	Iteration 10Q: 3 clusters Score -6892274 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -6893142.000000 Penalty: 5526.399414
	Iteration 11Q: 3 clusters Score -6893142 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -6893696.500000 Penalty: 5526.399414
	Iteration 12Q: 3 clusters Score -6893696 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -6894065.000000 Penalty: 5526.399414
	Iteration 13Q: 3 clusters Score -6894065 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6894331.000000 Penalty: 5526.399414
	Iteration 14Q: 3 clusters Score -6894331 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -6894454.500000 Penalty: 5526.399414
	Iteration 15Q: 3 clusters Score -6894454 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -6894526.500000 Penalty: 5526.399414
	Iteration 16Q: 3 clusters Score -6894526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -6894601.000000 Penalty: 5526.399414
	Iteration 17Q: 3 clusters Score -6894601 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -6894641.000000 Penalty: 5526.399414
	Iteration 18Q: 3 clusters Score -6894641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -6894650.500000 Penalty: 5526.399414
	Iteration 19Q: 3 clusters Score -6894650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -6894643.500000 Penalty: 5526.399414
	Iteration 20F: 3 clusters Score -6894644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -6894640.000000 Penalty: 5526.399414
	Iteration 21Q: 3 clusters Score -6894640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -6894627.000000 Penalty: 5526.399414
	Iteration 22Q: 3 clusters Score -6894627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -6894629.500000 Penalty: 5526.399414
	Iteration 23Q: 3 clusters Score -6894630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -6894625.500000 Penalty: 5526.399414
	Iteration 24Q: 3 clusters Score -6894626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -6894629.500000 Penalty: 5526.399414
	Iteration 25Q: 3 clusters Score -6894630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -6894626.000000 Penalty: 5526.399414
	Iteration 26Q: 3 clusters Score -6894626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -6894626.000000 Penalty: 5526.399414
	Iteration 27F: 3 clusters Score -6894626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Entering Unmasked Estep 
Score: -3499248.750000 Penalty: 2595.267334
	Iteration 0F: 2 clusters Score -3499249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3475509.250000 Penalty: 5190.534668
	Iteration 0F: 3 clusters Score -3475509 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3484283.250000 Penalty: 5190.534668
	Iteration 1F: 3 clusters Score -3484283 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3485205.000000 Penalty: 5190.534668
	Iteration 2F: 3 clusters Score -3485205 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3486735.750000 Penalty: 5190.534668
	Iteration 3F: 3 clusters Score -3486736 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3488770.250000 Penalty: 5190.534668
	Iteration 4F: 3 clusters Score -3488770 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3490910.500000 Penalty: 5190.534668
	Iteration 5F: 3 clusters Score -3490910 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3492703.500000 Penalty: 5190.534668
	Iteration 6F: 3 clusters Score -3492704 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3494006.750000 Penalty: 5190.534668
	Iteration 7F: 3 clusters Score -3494007 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3494863.250000 Penalty: 5190.534668
	Iteration 8Q: 3 clusters Score -3494863 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3495386.000000 Penalty: 5190.534668
	Iteration 9Q: 3 clusters Score -3495386 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3495788.250000 Penalty: 5190.534668
	Iteration 10Q: 3 clusters Score -3495788 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3496054.750000 Penalty: 5190.534668
	Iteration 11Q: 3 clusters Score -3496055 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3496222.250000 Penalty: 5190.534668
	Iteration 12Q: 3 clusters Score -3496222 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3496364.000000 Penalty: 5190.534668
	Iteration 13Q: 3 clusters Score -3496364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3496470.500000 Penalty: 5190.534668
	Iteration 14Q: 3 clusters Score -3496470 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3496535.500000 Penalty: 5190.534668
	Iteration 15Q: 3 clusters Score -3496536 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3496602.000000 Penalty: 5190.534668
	Iteration 16Q: 3 clusters Score -3496602 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3496643.000000 Penalty: 5190.534668
	Iteration 17Q: 3 clusters Score -3496643 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3496684.500000 Penalty: 5190.534668
	Iteration 18Q: 3 clusters Score -3496684 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3496710.500000 Penalty: 5190.534668
	Iteration 19Q: 3 clusters Score -3496710 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3496713.000000 Penalty: 5190.534668
	Iteration 20F: 3 clusters Score -3496713 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3496726.250000 Penalty: 5190.534668
	Iteration 21Q: 3 clusters Score -3496726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3496743.750000 Penalty: 5190.534668
	Iteration 22Q: 3 clusters Score -3496744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3496774.750000 Penalty: 5190.534668
	Iteration 23Q: 3 clusters Score -3496775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3496799.250000 Penalty: 5190.534668
	Iteration 24Q: 3 clusters Score -3496799 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3496823.250000 Penalty: 5190.534668
	Iteration 25Q: 3 clusters Score -3496823 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3496841.500000 Penalty: 5190.534668
	Iteration 26Q: 3 clusters Score -3496842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3496859.750000 Penalty: 5190.534668
	Iteration 27Q: 3 clusters Score -3496860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3496879.500000 Penalty: 5190.534668
	Iteration 28Q: 3 clusters Score -3496880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3496893.250000 Penalty: 5190.534668
	Iteration 29Q: 3 clusters Score -3496893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3496911.250000 Penalty: 5190.534668
	Iteration 30Q: 3 clusters Score -3496911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3496909.000000 Penalty: 5190.534668
	Iteration 31Q: 3 clusters Score -3496909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3496908.750000 Penalty: 5190.534668
	Iteration 32Q: 3 clusters Score -3496909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3496924.000000 Penalty: 5190.534668
	Iteration 33Q: 3 clusters Score -3496924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3496941.250000 Penalty: 5190.534668
	Iteration 34Q: 3 clusters Score -3496941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3496952.750000 Penalty: 5190.534668
	Iteration 35Q: 3 clusters Score -3496953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3496956.750000 Penalty: 5190.534668
	Iteration 36Q: 3 clusters Score -3496957 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3496978.750000 Penalty: 5190.534668
	Iteration 37Q: 3 clusters Score -3496979 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3497001.000000 Penalty: 5190.534668
	Iteration 38Q: 3 clusters Score -3497001 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3497022.000000 Penalty: 5190.534668
	Iteration 39Q: 3 clusters Score -3497022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3497035.750000 Penalty: 5190.534668
	Iteration 40F: 3 clusters Score -3497036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3497049.250000 Penalty: 5190.534668
	Iteration 41Q: 3 clusters Score -3497049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3497062.750000 Penalty: 5190.534668
	Iteration 42Q: 3 clusters Score -3497063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3497064.000000 Penalty: 5190.534668
	Iteration 43Q: 3 clusters Score -3497064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3497069.250000 Penalty: 5190.534668
	Iteration 44Q: 3 clusters Score -3497069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3497085.000000 Penalty: 5190.534668
	Iteration 45Q: 3 clusters Score -3497085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3497088.000000 Penalty: 5190.534668
	Iteration 46Q: 3 clusters Score -3497088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3497088.000000 Penalty: 5190.534668
	Iteration 47Q: 3 clusters Score -3497088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3497104.000000 Penalty: 5190.534668
	Iteration 48Q: 3 clusters Score -3497104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3497099.250000 Penalty: 5190.534668
	Iteration 49Q: 3 clusters Score -3497099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3497094.750000 Penalty: 5190.534668
	Iteration 50Q: 3 clusters Score -3497095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3497107.250000 Penalty: 5190.534668
	Iteration 51Q: 3 clusters Score -3497107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3497110.000000 Penalty: 5190.534668
	Iteration 52Q: 3 clusters Score -3497110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3497119.000000 Penalty: 5190.534668
	Iteration 53Q: 3 clusters Score -3497119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3497127.250000 Penalty: 5190.534668
	Iteration 54Q: 3 clusters Score -3497127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3497128.750000 Penalty: 5190.534668
	Iteration 55Q: 3 clusters Score -3497129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3497127.500000 Penalty: 5190.534668
	Iteration 56Q: 3 clusters Score -3497128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3497129.750000 Penalty: 5190.534668
	Iteration 57Q: 3 clusters Score -3497130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3497135.500000 Penalty: 5190.534668
	Iteration 58Q: 3 clusters Score -3497136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3497139.500000 Penalty: 5190.534668
	Iteration 59Q: 3 clusters Score -3497140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3497148.750000 Penalty: 5190.534668
	Iteration 60F: 3 clusters Score -3497149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3497151.750000 Penalty: 5190.534668
	Iteration 61Q: 3 clusters Score -3497152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3497164.750000 Penalty: 5190.534668
	Iteration 62Q: 3 clusters Score -3497165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3497175.750000 Penalty: 5190.534668
	Iteration 63Q: 3 clusters Score -3497176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3497170.750000 Penalty: 5190.534668
	Iteration 64Q: 3 clusters Score -3497171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3497181.000000 Penalty: 5190.534668
	Iteration 65Q: 3 clusters Score -3497181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3497183.000000 Penalty: 5190.534668
	Iteration 66Q: 3 clusters Score -3497183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3497190.000000 Penalty: 5190.534668
	Iteration 67Q: 3 clusters Score -3497190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3497189.500000 Penalty: 5190.534668
	Iteration 68Q: 3 clusters Score -3497190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3497190.000000 Penalty: 5190.534668
	Iteration 69Q: 3 clusters Score -3497190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3497191.750000 Penalty: 5190.534668
	Iteration 70Q: 3 clusters Score -3497192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3497189.250000 Penalty: 5190.534668
	Iteration 71Q: 3 clusters Score -3497189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3497193.250000 Penalty: 5190.534668
	Iteration 72Q: 3 clusters Score -3497193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3497190.750000 Penalty: 5190.534668
	Iteration 73Q: 3 clusters Score -3497191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3497203.750000 Penalty: 5190.534668
	Iteration 74Q: 3 clusters Score -3497204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3497203.750000 Penalty: 5190.534668
	Iteration 75Q: 3 clusters Score -3497204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3497198.750000 Penalty: 5190.534668
	Iteration 76Q: 3 clusters Score -3497199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3497199.000000 Penalty: 5190.534668
	Iteration 77Q: 3 clusters Score -3497199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3497204.000000 Penalty: 5190.534668
	Iteration 78Q: 3 clusters Score -3497204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3497206.500000 Penalty: 5190.534668
	Iteration 79Q: 3 clusters Score -3497206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3497200.750000 Penalty: 5190.534668
	Iteration 80F: 3 clusters Score -3497201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3497196.250000 Penalty: 5190.534668
	Iteration 81Q: 3 clusters Score -3497196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3497201.250000 Penalty: 5190.534668
	Iteration 82Q: 3 clusters Score -3497201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3497208.250000 Penalty: 5190.534668
	Iteration 83Q: 3 clusters Score -3497208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3497205.500000 Penalty: 5190.534668
	Iteration 84Q: 3 clusters Score -3497206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3497214.750000 Penalty: 5190.534668
	Iteration 85Q: 3 clusters Score -3497215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3497211.250000 Penalty: 5190.534668
	Iteration 86Q: 3 clusters Score -3497211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3497215.250000 Penalty: 5190.534668
	Iteration 87Q: 3 clusters Score -3497215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3497213.250000 Penalty: 5190.534668
	Iteration 88Q: 3 clusters Score -3497213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3497215.000000 Penalty: 5190.534668
	Iteration 89Q: 3 clusters Score -3497215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3497215.000000 Penalty: 5190.534668
	Iteration 90F: 3 clusters Score -3497215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Entering Unmasked Estep 
Score: -2421477.250000 Penalty: 2514.156982
	Iteration 0F: 2 clusters Score -2421477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2404113.250000 Penalty: 5028.313965
	Iteration 0F: 3 clusters Score -2404113 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2411041.750000 Penalty: 5028.313965
	Iteration 1F: 3 clusters Score -2411042 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2412909.500000 Penalty: 5028.313965
	Iteration 2F: 3 clusters Score -2412910 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2415426.500000 Penalty: 5028.313965
	Iteration 3F: 3 clusters Score -2415426 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2418223.500000 Penalty: 5028.313965
	Iteration 4F: 3 clusters Score -2418224 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2421336.000000 Penalty: 5028.313965
	Iteration 5F: 3 clusters Score -2421336 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2424289.000000 Penalty: 5028.313965
	Iteration 6F: 3 clusters Score -2424289 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2426563.500000 Penalty: 5028.313965
	Iteration 7F: 3 clusters Score -2426564 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2428312.000000 Penalty: 5028.313965
	Iteration 8Q: 3 clusters Score -2428312 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2430428.000000 Penalty: 5028.313965
	Iteration 9Q: 3 clusters Score -2430428 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2434104.250000 Penalty: 5028.313965
	Iteration 10Q: 3 clusters Score -2434104 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2435977.250000 Penalty: 5028.313965
	Iteration 11Q: 3 clusters Score -2435977 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2436126.750000 Penalty: 5028.313965
	Iteration 12Q: 3 clusters Score -2436127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2436127.000000 Penalty: 5028.313965
	Iteration 13Q: 3 clusters Score -2436127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2436126.500000 Penalty: 5028.313965
	Iteration 14Q: 3 clusters Score -2436126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2436133.500000 Penalty: 5028.313965
	Iteration 15Q: 3 clusters Score -2436134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2436135.250000 Penalty: 5028.313965
	Iteration 16Q: 3 clusters Score -2436135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2436135.250000 Penalty: 5028.313965
	Iteration 17F: 3 clusters Score -2436135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2716 members 
Mstep: Class 31 contains 9781 members 
Mstep: Class 32 contains 3107 members 
Mstep: Class 33 contains 4992 members 
Mstep: Class 34 contains 12656 members 
Entering Unmasked Estep 
Score: -58840896.000000 Penalty: 112546.796875
Splitting cluster 21 changes total score from -58779872.000000 to -58840896.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -1835870.125000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -1835870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1821759.625000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -1821760 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1826942.875000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -1826943 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1828240.875000 Penalty: 4911.459961
	Iteration 2F: 3 clusters Score -1828241 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1830134.375000 Penalty: 4911.459961
	Iteration 3F: 3 clusters Score -1830134 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1832122.000000 Penalty: 4911.459961
	Iteration 4F: 3 clusters Score -1832122 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1833446.500000 Penalty: 4911.459961
	Iteration 5F: 3 clusters Score -1833446 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1834147.125000 Penalty: 4911.459961
	Iteration 6F: 3 clusters Score -1834147 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1834608.625000 Penalty: 4911.459961
	Iteration 7Q: 3 clusters Score -1834609 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1835000.750000 Penalty: 4911.459961
	Iteration 8Q: 3 clusters Score -1835001 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1835370.375000 Penalty: 4911.459961
	Iteration 9Q: 3 clusters Score -1835370 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1835734.750000 Penalty: 4911.459961
	Iteration 10Q: 3 clusters Score -1835735 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1836122.125000 Penalty: 4911.459961
	Iteration 11Q: 3 clusters Score -1836122 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1836349.125000 Penalty: 4911.459961
	Iteration 12Q: 3 clusters Score -1836349 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1836455.750000 Penalty: 4911.459961
	Iteration 13Q: 3 clusters Score -1836456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1836510.625000 Penalty: 4911.459961
	Iteration 14Q: 3 clusters Score -1836511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1836544.625000 Penalty: 4911.459961
	Iteration 15Q: 3 clusters Score -1836545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1836568.875000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -1836569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1836588.625000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -1836589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1836618.375000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -1836618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1836636.750000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -1836637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1836660.125000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -1836660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1836686.125000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -1836686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1836719.625000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -1836720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1836754.250000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -1836754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1836772.125000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -1836772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1836786.750000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -1836787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1836798.875000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -1836799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1836815.500000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -1836816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1836822.625000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -1836823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1836829.125000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -1836829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1836835.375000 Penalty: 4911.459961
	Iteration 30Q: 3 clusters Score -1836835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1836849.500000 Penalty: 4911.459961
	Iteration 31Q: 3 clusters Score -1836850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1836858.375000 Penalty: 4911.459961
	Iteration 32Q: 3 clusters Score -1836858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1836861.750000 Penalty: 4911.459961
	Iteration 33Q: 3 clusters Score -1836862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1836862.750000 Penalty: 4911.459961
	Iteration 34Q: 3 clusters Score -1836863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1836862.000000 Penalty: 4911.459961
	Iteration 35Q: 3 clusters Score -1836862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1836867.000000 Penalty: 4911.459961
	Iteration 36Q: 3 clusters Score -1836867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1836868.375000 Penalty: 4911.459961
	Iteration 37Q: 3 clusters Score -1836868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1836868.125000 Penalty: 4911.459961
	Iteration 38Q: 3 clusters Score -1836868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1836868.625000 Penalty: 4911.459961
	Iteration 39Q: 3 clusters Score -1836869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1836869.125000 Penalty: 4911.459961
	Iteration 40F: 3 clusters Score -1836869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1836870.625000 Penalty: 4911.459961
	Iteration 41Q: 3 clusters Score -1836871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1836873.250000 Penalty: 4911.459961
	Iteration 42Q: 3 clusters Score -1836873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1836870.250000 Penalty: 4911.459961
	Iteration 43Q: 3 clusters Score -1836870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1836872.875000 Penalty: 4911.459961
	Iteration 44Q: 3 clusters Score -1836873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1836871.875000 Penalty: 4911.459961
	Iteration 45Q: 3 clusters Score -1836872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1836871.875000 Penalty: 4911.459961
	Iteration 46F: 3 clusters Score -1836872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 17267 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 6980 members 
Mstep: Class 25 contains 12953 members 
Mstep: Class 26 contains 26704 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2716 members 
Mstep: Class 31 contains 9781 members 
Mstep: Class 32 contains 3107 members 
Mstep: Class 33 contains 4992 members 
Mstep: Class 34 contains 12656 members 
Mstep: Class 35 contains 2706 members 
Entering Unmasked Estep 
Score: -58841100.000000 Penalty: 115856.992188
Splitting cluster 22 changes total score from -58779872.000000 to -58841100.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (17108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Entering Unmasked Estep 
Score: -1523199.750000 Penalty: 2417.330566
	Iteration 0F: 2 clusters Score -1523200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1510980.125000 Penalty: 4834.661133
	Iteration 0F: 3 clusters Score -1510980 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1515208.375000 Penalty: 4834.661133
	Iteration 1F: 3 clusters Score -1515208 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1515787.875000 Penalty: 4834.661133
	Iteration 2F: 3 clusters Score -1515788 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1516377.000000 Penalty: 4834.661133
	Iteration 3F: 3 clusters Score -1516377 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1516971.625000 Penalty: 4834.661133
	Iteration 4F: 3 clusters Score -1516972 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1517646.500000 Penalty: 4834.661133
	Iteration 5F: 3 clusters Score -1517646 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1518293.500000 Penalty: 4834.661133
	Iteration 6F: 3 clusters Score -1518294 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1518871.500000 Penalty: 4834.661133
	Iteration 7F: 3 clusters Score -1518872 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1519298.125000 Penalty: 4834.661133
	Iteration 8Q: 3 clusters Score -1519298 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1519626.125000 Penalty: 4834.661133
	Iteration 9Q: 3 clusters Score -1519626 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1519874.250000 Penalty: 4834.661133
	Iteration 10Q: 3 clusters Score -1519874 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1520075.625000 Penalty: 4834.661133
	Iteration 11Q: 3 clusters Score -1520076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1520242.875000 Penalty: 4834.661133
	Iteration 12Q: 3 clusters Score -1520243 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1520381.875000 Penalty: 4834.661133
	Iteration 13Q: 3 clusters Score -1520382 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1520505.500000 Penalty: 4834.661133
	Iteration 14Q: 3 clusters Score -1520506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1520596.250000 Penalty: 4834.661133
	Iteration 15Q: 3 clusters Score -1520596 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1520661.750000 Penalty: 4834.661133
	Iteration 16Q: 3 clusters Score -1520662 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1520703.500000 Penalty: 4834.661133
	Iteration 17Q: 3 clusters Score -1520704 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1520733.500000 Penalty: 4834.661133
	Iteration 18Q: 3 clusters Score -1520734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1520760.000000 Penalty: 4834.661133
	Iteration 19Q: 3 clusters Score -1520760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1520783.000000 Penalty: 4834.661133
	Iteration 20F: 3 clusters Score -1520783 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1520796.625000 Penalty: 4834.661133
	Iteration 21Q: 3 clusters Score -1520797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1520815.000000 Penalty: 4834.661133
	Iteration 22Q: 3 clusters Score -1520815 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1520819.875000 Penalty: 4834.661133
	Iteration 23Q: 3 clusters Score -1520820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1520830.500000 Penalty: 4834.661133
	Iteration 24Q: 3 clusters Score -1520830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1520841.750000 Penalty: 4834.661133
	Iteration 25Q: 3 clusters Score -1520842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1520843.375000 Penalty: 4834.661133
	Iteration 26Q: 3 clusters Score -1520843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1520856.875000 Penalty: 4834.661133
	Iteration 27Q: 3 clusters Score -1520857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1520868.125000 Penalty: 4834.661133
	Iteration 28Q: 3 clusters Score -1520868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1520877.000000 Penalty: 4834.661133
	Iteration 29Q: 3 clusters Score -1520877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1520881.750000 Penalty: 4834.661133
	Iteration 30Q: 3 clusters Score -1520882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1520909.875000 Penalty: 4834.661133
	Iteration 31Q: 3 clusters Score -1520910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1520918.375000 Penalty: 4834.661133
	Iteration 32Q: 3 clusters Score -1520918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1520932.125000 Penalty: 4834.661133
	Iteration 33Q: 3 clusters Score -1520932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1520956.750000 Penalty: 4834.661133
	Iteration 34Q: 3 clusters Score -1520957 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1520985.500000 Penalty: 4834.661133
	Iteration 35Q: 3 clusters Score -1520986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1521020.000000 Penalty: 4834.661133
	Iteration 36Q: 3 clusters Score -1521020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1521054.750000 Penalty: 4834.661133
	Iteration 37Q: 3 clusters Score -1521055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1521086.000000 Penalty: 4834.661133
	Iteration 38Q: 3 clusters Score -1521086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1521131.125000 Penalty: 4834.661133
	Iteration 39Q: 3 clusters Score -1521131 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1521170.375000 Penalty: 4834.661133
	Iteration 40F: 3 clusters Score -1521170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1521220.125000 Penalty: 4834.661133
	Iteration 41Q: 3 clusters Score -1521220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1521260.625000 Penalty: 4834.661133
	Iteration 42Q: 3 clusters Score -1521261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1521311.125000 Penalty: 4834.661133
	Iteration 43Q: 3 clusters Score -1521311 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1521357.875000 Penalty: 4834.661133
	Iteration 44Q: 3 clusters Score -1521358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1521396.000000 Penalty: 4834.661133
	Iteration 45Q: 3 clusters Score -1521396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1521434.750000 Penalty: 4834.661133
	Iteration 46Q: 3 clusters Score -1521435 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1521488.875000 Penalty: 4834.661133
	Iteration 47Q: 3 clusters Score -1521489 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1521541.875000 Penalty: 4834.661133
	Iteration 48Q: 3 clusters Score -1521542 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1521597.500000 Penalty: 4834.661133
	Iteration 49Q: 3 clusters Score -1521598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1521638.000000 Penalty: 4834.661133
	Iteration 50Q: 3 clusters Score -1521638 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1521682.375000 Penalty: 4834.661133
	Iteration 51Q: 3 clusters Score -1521682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1521710.250000 Penalty: 4834.661133
	Iteration 52Q: 3 clusters Score -1521710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1521752.875000 Penalty: 4834.661133
	Iteration 53Q: 3 clusters Score -1521753 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1521781.500000 Penalty: 4834.661133
	Iteration 54Q: 3 clusters Score -1521782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1521804.000000 Penalty: 4834.661133
	Iteration 55Q: 3 clusters Score -1521804 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1521835.750000 Penalty: 4834.661133
	Iteration 56Q: 3 clusters Score -1521836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1521874.000000 Penalty: 4834.661133
	Iteration 57Q: 3 clusters Score -1521874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1521902.250000 Penalty: 4834.661133
	Iteration 58Q: 3 clusters Score -1521902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1521924.625000 Penalty: 4834.661133
	Iteration 59Q: 3 clusters Score -1521925 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1521960.750000 Penalty: 4834.661133
	Iteration 60F: 3 clusters Score -1521961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1521972.250000 Penalty: 4834.661133
	Iteration 61Q: 3 clusters Score -1521972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1521988.750000 Penalty: 4834.661133
	Iteration 62Q: 3 clusters Score -1521989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1522006.500000 Penalty: 4834.661133
	Iteration 63Q: 3 clusters Score -1522006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1522024.375000 Penalty: 4834.661133
	Iteration 64Q: 3 clusters Score -1522024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1522036.875000 Penalty: 4834.661133
	Iteration 65Q: 3 clusters Score -1522037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1522048.875000 Penalty: 4834.661133
	Iteration 66Q: 3 clusters Score -1522049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1522062.000000 Penalty: 4834.661133
	Iteration 67Q: 3 clusters Score -1522062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1522073.125000 Penalty: 4834.661133
	Iteration 68Q: 3 clusters Score -1522073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1522079.375000 Penalty: 4834.661133
	Iteration 69Q: 3 clusters Score -1522079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1522083.000000 Penalty: 4834.661133
	Iteration 70Q: 3 clusters Score -1522083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1522090.125000 Penalty: 4834.661133
	Iteration 71Q: 3 clusters Score -1522090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1522101.000000 Penalty: 4834.661133
	Iteration 72Q: 3 clusters Score -1522101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1522115.250000 Penalty: 4834.661133
	Iteration 73Q: 3 clusters Score -1522115 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1522134.375000 Penalty: 4834.661133
	Iteration 74Q: 3 clusters Score -1522134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1522149.500000 Penalty: 4834.661133
	Iteration 75Q: 3 clusters Score -1522150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1522163.000000 Penalty: 4834.661133
	Iteration 76Q: 3 clusters Score -1522163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1522172.125000 Penalty: 4834.661133
	Iteration 77Q: 3 clusters Score -1522172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1522181.125000 Penalty: 4834.661133
	Iteration 78Q: 3 clusters Score -1522181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1522183.750000 Penalty: 4834.661133
	Iteration 79Q: 3 clusters Score -1522184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1522190.875000 Penalty: 4834.661133
	Iteration 80F: 3 clusters Score -1522191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1522190.250000 Penalty: 4834.661133
	Iteration 81Q: 3 clusters Score -1522190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1522192.000000 Penalty: 4834.661133
	Iteration 82Q: 3 clusters Score -1522192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1522195.625000 Penalty: 4834.661133
	Iteration 83Q: 3 clusters Score -1522196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1522199.125000 Penalty: 4834.661133
	Iteration 84Q: 3 clusters Score -1522199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1522201.625000 Penalty: 4834.661133
	Iteration 85Q: 3 clusters Score -1522202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1522202.875000 Penalty: 4834.661133
	Iteration 86Q: 3 clusters Score -1522203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1522201.500000 Penalty: 4834.661133
	Iteration 87Q: 3 clusters Score -1522202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1522207.125000 Penalty: 4834.661133
	Iteration 88Q: 3 clusters Score -1522207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1522211.000000 Penalty: 4834.661133
	Iteration 89Q: 3 clusters Score -1522211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1522213.375000 Penalty: 4834.661133
	Iteration 90Q: 3 clusters Score -1522213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1522218.000000 Penalty: 4834.661133
	Iteration 91Q: 3 clusters Score -1522218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1522216.875000 Penalty: 4834.661133
	Iteration 92Q: 3 clusters Score -1522217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1522216.250000 Penalty: 4834.661133
	Iteration 93Q: 3 clusters Score -1522216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1522222.625000 Penalty: 4834.661133
	Iteration 94Q: 3 clusters Score -1522223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1522222.500000 Penalty: 4834.661133
	Iteration 95Q: 3 clusters Score -1522222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1522221.375000 Penalty: 4834.661133
	Iteration 96Q: 3 clusters Score -1522221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1522221.750000 Penalty: 4834.661133
	Iteration 97Q: 3 clusters Score -1522222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1522222.000000 Penalty: 4834.661133
	Iteration 98Q: 3 clusters Score -1522222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1522221.375000 Penalty: 4834.661133
	Iteration 99Q: 3 clusters Score -1522221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1522223.875000 Penalty: 4834.661133
	Iteration 100F: 3 clusters Score -1522224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1522223.250000 Penalty: 4834.661133
	Iteration 101Q: 3 clusters Score -1522223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1522224.375000 Penalty: 4834.661133
	Iteration 102Q: 3 clusters Score -1522224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1522225.000000 Penalty: 4834.661133
	Iteration 103Q: 3 clusters Score -1522225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1522225.625000 Penalty: 4834.661133
	Iteration 104Q: 3 clusters Score -1522226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1522228.500000 Penalty: 4834.661133
	Iteration 105Q: 3 clusters Score -1522228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1522227.875000 Penalty: 4834.661133
	Iteration 106Q: 3 clusters Score -1522228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1522229.625000 Penalty: 4834.661133
	Iteration 107Q: 3 clusters Score -1522230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1522229.750000 Penalty: 4834.661133
	Iteration 108Q: 3 clusters Score -1522230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1522231.250000 Penalty: 4834.661133
	Iteration 109Q: 3 clusters Score -1522231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1522230.875000 Penalty: 4834.661133
	Iteration 110Q: 3 clusters Score -1522231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1522231.375000 Penalty: 4834.661133
	Iteration 111Q: 3 clusters Score -1522231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1522231.750000 Penalty: 4834.661133
	Iteration 112Q: 3 clusters Score -1522232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1522232.000000 Penalty: 4834.661133
	Iteration 113Q: 3 clusters Score -1522232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1522231.875000 Penalty: 4834.661133
	Iteration 114Q: 3 clusters Score -1522232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1522231.875000 Penalty: 4834.661133
	Iteration 115F: 3 clusters Score -1522232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 10581 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 63048 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 13094 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 69005 members 
Mstep: Class 20 contains 35059 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 17267 members 
Mstep: Class 23 contains 17108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58854868.000000 Penalty: 115856.992188
Iteration 39Q: 36 clusters Score -5.885487e+07 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 11495 members 
Mstep: Class 3 contains 2386 members 
Mstep: Class 4 contains 62014 members 
Mstep: Class 5 contains 66036 members 
Mstep: Class 6 contains 13106 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 11 contains 17271 members 
Mstep: Class 12 contains 10260 members 
Mstep: Class 13 contains 11684 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 69156 members 
Mstep: Class 20 contains 35420 members 
Mstep: Class 21 contains 12588 members 
Mstep: Class 22 contains 17899 members 
Mstep: Class 23 contains 17317 members 
Mstep: Class 24 contains 6631 members 
Mstep: Class 25 contains 12034 members 
Mstep: Class 26 contains 25785 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 2126 members 
Mstep: Class 29 contains 4880 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9674 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 4712 members 
Mstep: Class 34 contains 12310 members 
Mstep: Class 35 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58867860.000000 Penalty: 115856.992188
Iteration 40F: 36 clusters Score -5.886786e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 60742 members 
Mstep: Class 5 contains 65726 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 10932 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 10393 members 
Mstep: Class 13 contains 12989 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 25345 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 67912 members 
Mstep: Class 20 contains 35307 members 
Mstep: Class 21 contains 11940 members 
Mstep: Class 22 contains 17231 members 
Mstep: Class 23 contains 17209 members 
Mstep: Class 24 contains 6831 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 26894 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2778 members 
Mstep: Class 31 contains 9754 members 
Mstep: Class 32 contains 3023 members 
Mstep: Class 33 contains 4896 members 
Mstep: Class 34 contains 13005 members 
Mstep: Class 35 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58873484.000000 Penalty: 115856.992188
Iteration 41Q: 36 clusters Score -5.887348e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116321 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 2350 members 
Mstep: Class 4 contains 59844 members 
Mstep: Class 5 contains 65529 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 10814 members 
Mstep: Class 11 contains 16763 members 
Mstep: Class 12 contains 10472 members 
Mstep: Class 13 contains 14114 members 
Mstep: Class 14 contains 10280 members 
Mstep: Class 15 contains 2960 members 
Mstep: Class 16 contains 3554 members 
Mstep: Class 17 contains 25320 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 67402 members 
Mstep: Class 20 contains 35271 members 
Mstep: Class 21 contains 11575 members 
Mstep: Class 22 contains 16833 members 
Mstep: Class 23 contains 17140 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 12911 members 
Mstep: Class 26 contains 27500 members 
Mstep: Class 27 contains 979 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 3038 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 13144 members 
Mstep: Class 35 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58875040.000000 Penalty: 115856.992188
Iteration 42Q: 36 clusters Score -5.887504e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 12324 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 59141 members 
Mstep: Class 5 contains 65334 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 16361 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 10730 members 
Mstep: Class 11 contains 16617 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 13 contains 15149 members 
Mstep: Class 14 contains 10270 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 3550 members 
Mstep: Class 17 contains 25302 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 67089 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 11318 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 17107 members 
Mstep: Class 24 contains 7107 members 
Mstep: Class 25 contains 12940 members 
Mstep: Class 26 contains 27926 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 4892 members 
Mstep: Class 30 contains 2836 members 
Mstep: Class 31 contains 9827 members 
Mstep: Class 32 contains 3033 members 
Mstep: Class 33 contains 5066 members 
Mstep: Class 34 contains 13140 members 
Mstep: Class 35 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58875844.000000 Penalty: 115856.992188
Iteration 43Q: 36 clusters Score -5.887584e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116271 members 
Mstep: Class 2 contains 12571 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 58573 members 
Mstep: Class 5 contains 65173 members 
Mstep: Class 6 contains 12810 members 
Mstep: Class 7 contains 16333 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 10632 members 
Mstep: Class 11 contains 16500 members 
Mstep: Class 12 contains 10568 members 
Mstep: Class 13 contains 16028 members 
Mstep: Class 14 contains 10255 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 25295 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 66867 members 
Mstep: Class 20 contains 35200 members 
Mstep: Class 21 contains 11091 members 
Mstep: Class 22 contains 16275 members 
Mstep: Class 23 contains 17083 members 
Mstep: Class 24 contains 7193 members 
Mstep: Class 25 contains 12943 members 
Mstep: Class 26 contains 28287 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 4920 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 9850 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 5122 members 
Mstep: Class 34 contains 13122 members 
Mstep: Class 35 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58877224.000000 Penalty: 115856.992188
Iteration 44Q: 36 clusters Score -5.887722e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 12815 members 
Mstep: Class 3 contains 2338 members 
Mstep: Class 4 contains 58103 members 
Mstep: Class 5 contains 64989 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 16318 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 10563 members 
Mstep: Class 11 contains 16409 members 
Mstep: Class 12 contains 10592 members 
Mstep: Class 13 contains 16807 members 
Mstep: Class 14 contains 10242 members 
Mstep: Class 15 contains 2884 members 
Mstep: Class 16 contains 3563 members 
Mstep: Class 17 contains 25286 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 66721 members 
Mstep: Class 20 contains 35182 members 
Mstep: Class 21 contains 10895 members 
Mstep: Class 22 contains 16056 members 
Mstep: Class 23 contains 17045 members 
Mstep: Class 24 contains 7269 members 
Mstep: Class 25 contains 12876 members 
Mstep: Class 26 contains 28566 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 2393 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9862 members 
Mstep: Class 32 contains 3010 members 
Mstep: Class 33 contains 5171 members 
Mstep: Class 34 contains 13090 members 
Mstep: Class 35 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58877792.000000 Penalty: 115856.992188
Iteration 45Q: 36 clusters Score -5.887779e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 57727 members 
Mstep: Class 5 contains 64828 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 7 contains 16312 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 16315 members 
Mstep: Class 12 contains 10605 members 
Mstep: Class 13 contains 17462 members 
Mstep: Class 14 contains 10233 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 3561 members 
Mstep: Class 17 contains 25280 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 66606 members 
Mstep: Class 20 contains 35147 members 
Mstep: Class 21 contains 10712 members 
Mstep: Class 22 contains 15862 members 
Mstep: Class 23 contains 17025 members 
Mstep: Class 24 contains 7328 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 28811 members 
Mstep: Class 27 contains 998 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 2849 members 
Mstep: Class 31 contains 9869 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 5225 members 
Mstep: Class 34 contains 13072 members 
Mstep: Class 35 contains 3553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58878048.000000 Penalty: 115856.992188
Iteration 46Q: 36 clusters Score -5.887805e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116249 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 57422 members 
Mstep: Class 5 contains 64671 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 10469 members 
Mstep: Class 11 contains 16248 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 25270 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 66506 members 
Mstep: Class 20 contains 35135 members 
Mstep: Class 21 contains 10560 members 
Mstep: Class 22 contains 15678 members 
Mstep: Class 23 contains 17024 members 
Mstep: Class 24 contains 7366 members 
Mstep: Class 25 contains 12754 members 
Mstep: Class 26 contains 28994 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 2436 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 2997 members 
Mstep: Class 33 contains 5282 members 
Mstep: Class 34 contains 13058 members 
Mstep: Class 35 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58878580.000000 Penalty: 115856.992188
Iteration 47Q: 36 clusters Score -5.887858e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 13418 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 64521 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 16218 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 16188 members 
Mstep: Class 12 contains 10621 members 
Mstep: Class 13 contains 18538 members 
Mstep: Class 14 contains 10230 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 25244 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 66422 members 
Mstep: Class 20 contains 35130 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 15568 members 
Mstep: Class 23 contains 17007 members 
Mstep: Class 24 contains 7409 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 29139 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9885 members 
Mstep: Class 32 contains 2999 members 
Mstep: Class 33 contains 5327 members 
Mstep: Class 34 contains 13037 members 
Mstep: Class 35 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58878920.000000 Penalty: 115856.992188
Iteration 48Q: 36 clusters Score -5.887892e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 13605 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 56941 members 
Mstep: Class 5 contains 64380 members 
Mstep: Class 6 contains 12620 members 
Mstep: Class 7 contains 16179 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 10633 members 
Mstep: Class 13 contains 18992 members 
Mstep: Class 14 contains 10215 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 25224 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 66357 members 
Mstep: Class 20 contains 35123 members 
Mstep: Class 21 contains 10217 members 
Mstep: Class 22 contains 15480 members 
Mstep: Class 23 contains 16979 members 
Mstep: Class 24 contains 7447 members 
Mstep: Class 25 contains 12589 members 
Mstep: Class 26 contains 29256 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 4970 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9893 members 
Mstep: Class 32 contains 2998 members 
Mstep: Class 33 contains 5366 members 
Mstep: Class 34 contains 13014 members 
Mstep: Class 35 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58879284.000000 Penalty: 115856.992188
Iteration 49Q: 36 clusters Score -5.887928e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 56746 members 
Mstep: Class 5 contains 64225 members 
Mstep: Class 6 contains 12607 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 2000 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 16114 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 19427 members 
Mstep: Class 14 contains 10198 members 
Mstep: Class 15 contains 2761 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 25209 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 66300 members 
Mstep: Class 20 contains 35102 members 
Mstep: Class 21 contains 10011 members 
Mstep: Class 22 contains 15411 members 
Mstep: Class 23 contains 16960 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 12520 members 
Mstep: Class 26 contains 29370 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 2496 members 
Mstep: Class 29 contains 4970 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9896 members 
Mstep: Class 32 contains 2991 members 
Mstep: Class 33 contains 5406 members 
Mstep: Class 34 contains 13004 members 
Mstep: Class 35 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58879724.000000 Penalty: 115856.992188
Iteration 50Q: 36 clusters Score -5.887972e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116341 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 56593 members 
Mstep: Class 5 contains 64074 members 
Mstep: Class 6 contains 12597 members 
Mstep: Class 7 contains 16124 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 16065 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 19795 members 
Mstep: Class 14 contains 10186 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 3601 members 
Mstep: Class 17 contains 25190 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 66244 members 
Mstep: Class 20 contains 35091 members 
Mstep: Class 21 contains 9835 members 
Mstep: Class 22 contains 15380 members 
Mstep: Class 23 contains 16954 members 
Mstep: Class 24 contains 7514 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 29454 members 
Mstep: Class 27 contains 998 members 
Mstep: Class 28 contains 2504 members 
Mstep: Class 29 contains 4970 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 2985 members 
Mstep: Class 33 contains 5429 members 
Mstep: Class 34 contains 12987 members 
Mstep: Class 35 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58880140.000000 Penalty: 115856.992188
Iteration 51Q: 36 clusters Score -5.888014e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 14082 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 56465 members 
Mstep: Class 5 contains 63939 members 
Mstep: Class 6 contains 12582 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 16040 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 20097 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 66207 members 
Mstep: Class 20 contains 35085 members 
Mstep: Class 21 contains 9650 members 
Mstep: Class 22 contains 15353 members 
Mstep: Class 23 contains 16946 members 
Mstep: Class 24 contains 7544 members 
Mstep: Class 25 contains 12382 members 
Mstep: Class 26 contains 29513 members 
Mstep: Class 27 contains 998 members 
Mstep: Class 28 contains 2523 members 
Mstep: Class 29 contains 4970 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 2975 members 
Mstep: Class 33 contains 5454 members 
Mstep: Class 34 contains 12976 members 
Mstep: Class 35 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58880760.000000 Penalty: 115856.992188
Iteration 52Q: 36 clusters Score -5.888076e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 56365 members 
Mstep: Class 5 contains 63830 members 
Mstep: Class 6 contains 12567 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 16009 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 20338 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 25151 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 66176 members 
Mstep: Class 20 contains 35083 members 
Mstep: Class 21 contains 9455 members 
Mstep: Class 22 contains 15326 members 
Mstep: Class 23 contains 16946 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 29556 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 2536 members 
Mstep: Class 29 contains 4972 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 5485 members 
Mstep: Class 34 contains 12967 members 
Mstep: Class 35 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58880816.000000 Penalty: 115856.992188
Iteration 53Q: 36 clusters Score -5.888082e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 14369 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 56298 members 
Mstep: Class 5 contains 63724 members 
Mstep: Class 6 contains 12551 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 10386 members 
Mstep: Class 11 contains 16000 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 10153 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 25137 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 66150 members 
Mstep: Class 20 contains 35089 members 
Mstep: Class 21 contains 9275 members 
Mstep: Class 22 contains 15314 members 
Mstep: Class 23 contains 16945 members 
Mstep: Class 24 contains 7614 members 
Mstep: Class 25 contains 12298 members 
Mstep: Class 26 contains 29597 members 
Mstep: Class 27 contains 1000 members 
Mstep: Class 28 contains 2545 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9899 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 5501 members 
Mstep: Class 34 contains 12958 members 
Mstep: Class 35 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881100.000000 Penalty: 115856.992188
Iteration 54Q: 36 clusters Score -5.88811e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 14495 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 56239 members 
Mstep: Class 5 contains 63615 members 
Mstep: Class 6 contains 12545 members 
Mstep: Class 7 contains 16108 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 15989 members 
Mstep: Class 12 contains 10660 members 
Mstep: Class 13 contains 20708 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 25122 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 66119 members 
Mstep: Class 20 contains 35087 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 15296 members 
Mstep: Class 23 contains 16942 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 12264 members 
Mstep: Class 26 contains 29642 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2558 members 
Mstep: Class 29 contains 4973 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9902 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 5519 members 
Mstep: Class 34 contains 12951 members 
Mstep: Class 35 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881476.000000 Penalty: 115856.992188
Iteration 55Q: 36 clusters Score -5.888148e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 14578 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 56184 members 
Mstep: Class 5 contains 63554 members 
Mstep: Class 6 contains 12535 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 2012 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 15977 members 
Mstep: Class 12 contains 10663 members 
Mstep: Class 13 contains 20861 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 25116 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 66098 members 
Mstep: Class 20 contains 35075 members 
Mstep: Class 21 contains 8963 members 
Mstep: Class 22 contains 15260 members 
Mstep: Class 23 contains 16933 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 12215 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2565 members 
Mstep: Class 29 contains 4971 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2978 members 
Mstep: Class 33 contains 5530 members 
Mstep: Class 34 contains 12944 members 
Mstep: Class 35 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881596.000000 Penalty: 115856.992188
Iteration 56Q: 36 clusters Score -5.88816e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116465 members 
Mstep: Class 2 contains 14639 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 56126 members 
Mstep: Class 5 contains 63491 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 16095 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 15978 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 25107 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 66076 members 
Mstep: Class 20 contains 35082 members 
Mstep: Class 21 contains 8813 members 
Mstep: Class 22 contains 15247 members 
Mstep: Class 23 contains 16937 members 
Mstep: Class 24 contains 7697 members 
Mstep: Class 25 contains 12189 members 
Mstep: Class 26 contains 29734 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2577 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 12933 members 
Mstep: Class 35 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881588.000000 Penalty: 115856.992188
Iteration 57Q: 36 clusters Score -5.888159e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116474 members 
Mstep: Class 2 contains 14709 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 56068 members 
Mstep: Class 5 contains 63448 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 16090 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 15986 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 21091 members 
Mstep: Class 14 contains 10127 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 25105 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 66056 members 
Mstep: Class 20 contains 35081 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 15229 members 
Mstep: Class 23 contains 16924 members 
Mstep: Class 24 contains 7716 members 
Mstep: Class 25 contains 12169 members 
Mstep: Class 26 contains 29779 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2584 members 
Mstep: Class 29 contains 4968 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9906 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 12927 members 
Mstep: Class 35 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58881884.000000 Penalty: 115856.992188
Iteration 58Q: 36 clusters Score -5.888188e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 14776 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 56024 members 
Mstep: Class 5 contains 63420 members 
Mstep: Class 6 contains 12511 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 15988 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 21163 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 3735 members 
Mstep: Class 17 contains 25105 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 66039 members 
Mstep: Class 20 contains 35080 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 15214 members 
Mstep: Class 23 contains 16907 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 12159 members 
Mstep: Class 26 contains 29801 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 4973 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2975 members 
Mstep: Class 33 contains 5583 members 
Mstep: Class 34 contains 12925 members 
Mstep: Class 35 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58882104.000000 Penalty: 115856.992188
Iteration 59Q: 36 clusters Score -5.88821e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 14823 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 56003 members 
Mstep: Class 5 contains 63385 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 16081 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 15986 members 
Mstep: Class 12 contains 10661 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 25106 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 66015 members 
Mstep: Class 20 contains 35080 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 15196 members 
Mstep: Class 23 contains 16890 members 
Mstep: Class 24 contains 7742 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 29831 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 4976 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 5593 members 
Mstep: Class 34 contains 12922 members 
Mstep: Class 35 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58882500.000000 Penalty: 115856.992188
Iteration 60F: 36 clusters Score -5.88825e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 55937 members 
Mstep: Class 5 contains 63350 members 
Mstep: Class 6 contains 12508 members 
Mstep: Class 7 contains 16063 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 21383 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 25099 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 65994 members 
Mstep: Class 20 contains 35079 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 16871 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 12128 members 
Mstep: Class 26 contains 29855 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 4973 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 5601 members 
Mstep: Class 34 contains 12919 members 
Mstep: Class 35 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58882636.000000 Penalty: 115856.992188
Iteration 61Q: 36 clusters Score -5.888264e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 14907 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 55879 members 
Mstep: Class 5 contains 63307 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 16032 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 15977 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 21555 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 25094 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 65974 members 
Mstep: Class 20 contains 35067 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 15170 members 
Mstep: Class 23 contains 16850 members 
Mstep: Class 24 contains 7758 members 
Mstep: Class 25 contains 12101 members 
Mstep: Class 26 contains 29871 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 2634 members 
Mstep: Class 29 contains 4971 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 5611 members 
Mstep: Class 34 contains 12916 members 
Mstep: Class 35 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58882912.000000 Penalty: 115856.992188
Iteration 62Q: 36 clusters Score -5.888291e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 14943 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 55827 members 
Mstep: Class 5 contains 63235 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 15993 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 21737 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 25089 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 65961 members 
Mstep: Class 20 contains 35058 members 
Mstep: Class 21 contains 8169 members 
Mstep: Class 22 contains 15157 members 
Mstep: Class 23 contains 16838 members 
Mstep: Class 24 contains 7756 members 
Mstep: Class 25 contains 12089 members 
Mstep: Class 26 contains 29891 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 2637 members 
Mstep: Class 29 contains 4967 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 5621 members 
Mstep: Class 34 contains 12917 members 
Mstep: Class 35 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883100.000000 Penalty: 115856.992188
Iteration 63Q: 36 clusters Score -5.88831e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116514 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 55773 members 
Mstep: Class 5 contains 63162 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 1999 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 21898 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 3829 members 
Mstep: Class 17 contains 25088 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 65950 members 
Mstep: Class 20 contains 35048 members 
Mstep: Class 21 contains 8087 members 
Mstep: Class 22 contains 15144 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 7753 members 
Mstep: Class 25 contains 12066 members 
Mstep: Class 26 contains 29904 members 
Mstep: Class 27 contains 1008 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9903 members 
Mstep: Class 32 contains 2937 members 
Mstep: Class 33 contains 5641 members 
Mstep: Class 34 contains 12914 members 
Mstep: Class 35 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883180.000000 Penalty: 115856.992188
Iteration 64Q: 36 clusters Score -5.888318e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 55725 members 
Mstep: Class 5 contains 63109 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 22030 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 25088 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 65940 members 
Mstep: Class 20 contains 35051 members 
Mstep: Class 21 contains 7991 members 
Mstep: Class 22 contains 15124 members 
Mstep: Class 23 contains 16821 members 
Mstep: Class 24 contains 7748 members 
Mstep: Class 25 contains 12049 members 
Mstep: Class 26 contains 29921 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 4973 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2932 members 
Mstep: Class 33 contains 5655 members 
Mstep: Class 34 contains 12913 members 
Mstep: Class 35 contains 4546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883088.000000 Penalty: 115856.992188
Iteration 65Q: 36 clusters Score -5.888309e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116517 members 
Mstep: Class 2 contains 15086 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 55684 members 
Mstep: Class 5 contains 63044 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 15970 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 22153 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 25086 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 65926 members 
Mstep: Class 20 contains 35055 members 
Mstep: Class 21 contains 7912 members 
Mstep: Class 22 contains 15116 members 
Mstep: Class 23 contains 16817 members 
Mstep: Class 24 contains 7740 members 
Mstep: Class 25 contains 12039 members 
Mstep: Class 26 contains 29925 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 5665 members 
Mstep: Class 34 contains 12912 members 
Mstep: Class 35 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883272.000000 Penalty: 115856.992188
Iteration 66Q: 36 clusters Score -5.888327e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 15144 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 55648 members 
Mstep: Class 5 contains 62986 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 15912 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 10425 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 10671 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 25088 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 65914 members 
Mstep: Class 20 contains 35051 members 
Mstep: Class 21 contains 7828 members 
Mstep: Class 22 contains 15105 members 
Mstep: Class 23 contains 16807 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 12033 members 
Mstep: Class 26 contains 29930 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 4978 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9903 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 5675 members 
Mstep: Class 34 contains 12909 members 
Mstep: Class 35 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883484.000000 Penalty: 115856.992188
Iteration 67Q: 36 clusters Score -5.888348e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 15200 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 55606 members 
Mstep: Class 5 contains 62933 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 13 contains 22376 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 25086 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 65898 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 7737 members 
Mstep: Class 22 contains 15109 members 
Mstep: Class 23 contains 16805 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 12030 members 
Mstep: Class 26 contains 29935 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2669 members 
Mstep: Class 29 contains 4981 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 5688 members 
Mstep: Class 34 contains 12906 members 
Mstep: Class 35 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883536.000000 Penalty: 115856.992188
Iteration 68Q: 36 clusters Score -5.888354e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116532 members 
Mstep: Class 2 contains 15242 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 55582 members 
Mstep: Class 5 contains 62888 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 15956 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 22472 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 25085 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 65882 members 
Mstep: Class 20 contains 35036 members 
Mstep: Class 21 contains 7657 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 16808 members 
Mstep: Class 24 contains 7719 members 
Mstep: Class 25 contains 12029 members 
Mstep: Class 26 contains 29925 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 4984 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 12903 members 
Mstep: Class 35 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883716.000000 Penalty: 115856.992188
Iteration 69Q: 36 clusters Score -5.888372e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 15281 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 55552 members 
Mstep: Class 5 contains 62847 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 22560 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 3983 members 
Mstep: Class 17 contains 25083 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 65864 members 
Mstep: Class 20 contains 35029 members 
Mstep: Class 21 contains 7581 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 16813 members 
Mstep: Class 24 contains 7697 members 
Mstep: Class 25 contains 12039 members 
Mstep: Class 26 contains 29916 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2685 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 5701 members 
Mstep: Class 34 contains 12900 members 
Mstep: Class 35 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883816.000000 Penalty: 115856.992188
Iteration 70Q: 36 clusters Score -5.888382e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116535 members 
Mstep: Class 2 contains 15310 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 55524 members 
Mstep: Class 5 contains 62800 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 15954 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 22654 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 65849 members 
Mstep: Class 20 contains 35023 members 
Mstep: Class 21 contains 7503 members 
Mstep: Class 22 contains 15141 members 
Mstep: Class 23 contains 16811 members 
Mstep: Class 24 contains 7685 members 
Mstep: Class 25 contains 12045 members 
Mstep: Class 26 contains 29913 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 4989 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 2929 members 
Mstep: Class 33 contains 5709 members 
Mstep: Class 34 contains 12898 members 
Mstep: Class 35 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883804.000000 Penalty: 115856.992188
Iteration 71Q: 36 clusters Score -5.88838e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 55513 members 
Mstep: Class 5 contains 62768 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 15816 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 15949 members 
Mstep: Class 12 contains 10663 members 
Mstep: Class 13 contains 22723 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 4015 members 
Mstep: Class 17 contains 25079 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 65832 members 
Mstep: Class 20 contains 35015 members 
Mstep: Class 21 contains 7428 members 
Mstep: Class 22 contains 15144 members 
Mstep: Class 23 contains 16806 members 
Mstep: Class 24 contains 7668 members 
Mstep: Class 25 contains 12055 members 
Mstep: Class 26 contains 29909 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2695 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9903 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 5715 members 
Mstep: Class 34 contains 12896 members 
Mstep: Class 35 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884180.000000 Penalty: 115856.992188
Iteration 72Q: 36 clusters Score -5.888418e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 55495 members 
Mstep: Class 5 contains 62730 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 15808 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 10519 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 22795 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 25077 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 65811 members 
Mstep: Class 20 contains 35004 members 
Mstep: Class 21 contains 7362 members 
Mstep: Class 22 contains 15152 members 
Mstep: Class 23 contains 16805 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 12061 members 
Mstep: Class 26 contains 29906 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2696 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 5723 members 
Mstep: Class 34 contains 12893 members 
Mstep: Class 35 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884144.000000 Penalty: 115856.992188
Iteration 73Q: 36 clusters Score -5.888414e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 15411 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 55482 members 
Mstep: Class 5 contains 62706 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 22856 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 4047 members 
Mstep: Class 17 contains 25076 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 65792 members 
Mstep: Class 20 contains 34997 members 
Mstep: Class 21 contains 7274 members 
Mstep: Class 22 contains 15159 members 
Mstep: Class 23 contains 16799 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 12064 members 
Mstep: Class 26 contains 29900 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 4998 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 5732 members 
Mstep: Class 34 contains 12891 members 
Mstep: Class 35 contains 4738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58883972.000000 Penalty: 115856.992188
Iteration 74Q: 36 clusters Score -5.888397e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116540 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 55475 members 
Mstep: Class 5 contains 62682 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 15790 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 10561 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 22902 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 25076 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 65778 members 
Mstep: Class 20 contains 34998 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 16799 members 
Mstep: Class 24 contains 7622 members 
Mstep: Class 25 contains 12063 members 
Mstep: Class 26 contains 29901 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2691 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9905 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 5736 members 
Mstep: Class 34 contains 12892 members 
Mstep: Class 35 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884136.000000 Penalty: 115856.992188
Iteration 75Q: 36 clusters Score -5.888414e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 55473 members 
Mstep: Class 5 contains 62665 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 10576 members 
Mstep: Class 11 contains 15930 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 22949 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 4070 members 
Mstep: Class 17 contains 25078 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 65768 members 
Mstep: Class 20 contains 34993 members 
Mstep: Class 21 contains 7126 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 16798 members 
Mstep: Class 24 contains 7611 members 
Mstep: Class 25 contains 12062 members 
Mstep: Class 26 contains 29902 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9906 members 
Mstep: Class 32 contains 2921 members 
Mstep: Class 33 contains 5743 members 
Mstep: Class 34 contains 12891 members 
Mstep: Class 35 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884248.000000 Penalty: 115856.992188
Iteration 76Q: 36 clusters Score -5.888425e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 15521 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 55467 members 
Mstep: Class 5 contains 62645 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 15762 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 10609 members 
Mstep: Class 11 contains 15930 members 
Mstep: Class 12 contains 10667 members 
Mstep: Class 13 contains 22989 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 17 contains 25079 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 65764 members 
Mstep: Class 20 contains 35006 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 15167 members 
Mstep: Class 23 contains 16787 members 
Mstep: Class 24 contains 7589 members 
Mstep: Class 25 contains 12055 members 
Mstep: Class 26 contains 29900 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2693 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9906 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 5753 members 
Mstep: Class 34 contains 12890 members 
Mstep: Class 35 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884216.000000 Penalty: 115856.992188
Iteration 77Q: 36 clusters Score -5.888422e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116542 members 
Mstep: Class 2 contains 15557 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55459 members 
Mstep: Class 5 contains 62624 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 15748 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 15926 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 23031 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 4086 members 
Mstep: Class 17 contains 25079 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 65762 members 
Mstep: Class 20 contains 35016 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 16781 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29893 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 5761 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58884196.000000 Penalty: 115856.992188
Iteration 78Q: 36 clusters Score -5.88842e+07 nChanged 303
Entering ConstructFrom: 
Score: -58884196.000000 Penalty: 115856.992188
Entering ConstructFrom: 
Trying to split cluster 1 (116546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Entering Unmasked Estep 
Score: -11299446.000000 Penalty: 2893.178223
	Iteration 0F: 2 clusters Score -1.129945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -11221364.000000 Penalty: 5786.356445
	Iteration 0F: 3 clusters Score -1.122136e+07 nChanged 55398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -11253568.000000 Penalty: 5786.356445
	Iteration 1F: 3 clusters Score -1.125357e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -11254817.000000 Penalty: 5786.356445
	Iteration 2Q: 3 clusters Score -1.125482e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -11256345.000000 Penalty: 5786.356445
	Iteration 3Q: 3 clusters Score -1.125634e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -11258433.000000 Penalty: 5786.356445
	Iteration 4Q: 3 clusters Score -1.125843e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -11261089.000000 Penalty: 5786.356445
	Iteration 5Q: 3 clusters Score -1.126109e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -11264180.000000 Penalty: 5786.356445
	Iteration 6F: 3 clusters Score -1.126418e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -11267544.000000 Penalty: 5786.356445
	Iteration 7F: 3 clusters Score -1.126754e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -11270559.000000 Penalty: 5786.356445
	Iteration 8F: 3 clusters Score -1.127056e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -11273336.000000 Penalty: 5786.356445
	Iteration 9F: 3 clusters Score -1.127334e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -11275654.000000 Penalty: 5786.356445
	Iteration 10Q: 3 clusters Score -1.127565e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -11277710.000000 Penalty: 5786.356445
	Iteration 11Q: 3 clusters Score -1.127771e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -11279794.000000 Penalty: 5786.356445
	Iteration 12Q: 3 clusters Score -1.127979e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -11281761.000000 Penalty: 5786.356445
	Iteration 13Q: 3 clusters Score -1.128176e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -11283460.000000 Penalty: 5786.356445
	Iteration 14Q: 3 clusters Score -1.128346e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -11284893.000000 Penalty: 5786.356445
	Iteration 15Q: 3 clusters Score -1.128489e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -11285843.000000 Penalty: 5786.356445
	Iteration 16Q: 3 clusters Score -1.128584e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -11286717.000000 Penalty: 5786.356445
	Iteration 17Q: 3 clusters Score -1.128672e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -11287427.000000 Penalty: 5786.356445
	Iteration 18Q: 3 clusters Score -1.128743e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -11288064.000000 Penalty: 5786.356445
	Iteration 19Q: 3 clusters Score -1.128806e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -11288717.000000 Penalty: 5786.356445
	Iteration 20F: 3 clusters Score -1.128872e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -11289472.000000 Penalty: 5786.356445
	Iteration 21Q: 3 clusters Score -1.128947e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -11290079.000000 Penalty: 5786.356445
	Iteration 22Q: 3 clusters Score -1.129008e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -11290817.000000 Penalty: 5786.356445
	Iteration 23Q: 3 clusters Score -1.129082e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -11291523.000000 Penalty: 5786.356445
	Iteration 24Q: 3 clusters Score -1.129152e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -11292299.000000 Penalty: 5786.356445
	Iteration 25Q: 3 clusters Score -1.12923e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -11293004.000000 Penalty: 5786.356445
	Iteration 26Q: 3 clusters Score -1.1293e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -11293724.000000 Penalty: 5786.356445
	Iteration 27Q: 3 clusters Score -1.129372e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -11294392.000000 Penalty: 5786.356445
	Iteration 28Q: 3 clusters Score -1.129439e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -11295266.000000 Penalty: 5786.356445
	Iteration 29Q: 3 clusters Score -1.129527e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -11296124.000000 Penalty: 5786.356445
	Iteration 30Q: 3 clusters Score -1.129612e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -11297011.000000 Penalty: 5786.356445
	Iteration 31Q: 3 clusters Score -1.129701e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -11297831.000000 Penalty: 5786.356445
	Iteration 32Q: 3 clusters Score -1.129783e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -11298561.000000 Penalty: 5786.356445
	Iteration 33Q: 3 clusters Score -1.129856e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -11298967.000000 Penalty: 5786.356445
	Iteration 34Q: 3 clusters Score -1.129897e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -11299290.000000 Penalty: 5786.356445
	Iteration 35Q: 3 clusters Score -1.129929e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -11299510.000000 Penalty: 5786.356445
	Iteration 36Q: 3 clusters Score -1.129951e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -11299716.000000 Penalty: 5786.356445
	Iteration 37Q: 3 clusters Score -1.129972e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -11299816.000000 Penalty: 5786.356445
	Iteration 38Q: 3 clusters Score -1.129982e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -11299899.000000 Penalty: 5786.356445
	Iteration 39Q: 3 clusters Score -1.12999e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -11300064.000000 Penalty: 5786.356445
	Iteration 40F: 3 clusters Score -1.130006e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -11300172.000000 Penalty: 5786.356445
	Iteration 41Q: 3 clusters Score -1.130017e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -11300166.000000 Penalty: 5786.356445
	Iteration 42Q: 3 clusters Score -1.130017e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -11300260.000000 Penalty: 5786.356445
	Iteration 43Q: 3 clusters Score -1.130026e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 93398 members 
Entering Unmasked Estep 
Score: -11300267.000000 Penalty: 5786.356445
	Iteration 44Q: 3 clusters Score -1.130027e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -11300303.000000 Penalty: 5786.356445
	Iteration 45Q: 3 clusters Score -1.13003e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -11300333.000000 Penalty: 5786.356445
	Iteration 46Q: 3 clusters Score -1.130033e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -11300393.000000 Penalty: 5786.356445
	Iteration 47Q: 3 clusters Score -1.130039e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -11300403.000000 Penalty: 5786.356445
	Iteration 48Q: 3 clusters Score -1.13004e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -11300434.000000 Penalty: 5786.356445
	Iteration 49Q: 3 clusters Score -1.130043e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -11300490.000000 Penalty: 5786.356445
	Iteration 50Q: 3 clusters Score -1.130049e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -11300509.000000 Penalty: 5786.356445
	Iteration 51Q: 3 clusters Score -1.130051e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -11300507.000000 Penalty: 5786.356445
	Iteration 52Q: 3 clusters Score -1.130051e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -11300512.000000 Penalty: 5786.356445
	Iteration 53Q: 3 clusters Score -1.130051e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -11300517.000000 Penalty: 5786.356445
	Iteration 54Q: 3 clusters Score -1.130052e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -11300532.000000 Penalty: 5786.356445
	Iteration 55Q: 3 clusters Score -1.130053e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -11300556.000000 Penalty: 5786.356445
	Iteration 56Q: 3 clusters Score -1.130056e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -11300587.000000 Penalty: 5786.356445
	Iteration 57Q: 3 clusters Score -1.130059e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -11300583.000000 Penalty: 5786.356445
	Iteration 58Q: 3 clusters Score -1.130058e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -11300601.000000 Penalty: 5786.356445
	Iteration 59Q: 3 clusters Score -1.13006e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -11300632.000000 Penalty: 5786.356445
	Iteration 60F: 3 clusters Score -1.130063e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -11300642.000000 Penalty: 5786.356445
	Iteration 61Q: 3 clusters Score -1.130064e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -11300651.000000 Penalty: 5786.356445
	Iteration 62Q: 3 clusters Score -1.130065e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -11300686.000000 Penalty: 5786.356445
	Iteration 63Q: 3 clusters Score -1.130069e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -11300678.000000 Penalty: 5786.356445
	Iteration 64Q: 3 clusters Score -1.130068e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -11300687.000000 Penalty: 5786.356445
	Iteration 65Q: 3 clusters Score -1.130069e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -11300687.000000 Penalty: 5786.356445
	Iteration 66Q: 3 clusters Score -1.130069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -11300685.000000 Penalty: 5786.356445
	Iteration 67Q: 3 clusters Score -1.130068e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -11300693.000000 Penalty: 5786.356445
	Iteration 68Q: 3 clusters Score -1.130069e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -11300692.000000 Penalty: 5786.356445
	Iteration 69Q: 3 clusters Score -1.130069e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -11300692.000000 Penalty: 5786.356445
	Iteration 70Q: 3 clusters Score -1.130069e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -11300679.000000 Penalty: 5786.356445
	Iteration 71Q: 3 clusters Score -1.130068e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -11300690.000000 Penalty: 5786.356445
	Iteration 72Q: 3 clusters Score -1.130069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -11300686.000000 Penalty: 5786.356445
	Iteration 73Q: 3 clusters Score -1.130069e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -11300684.000000 Penalty: 5786.356445
	Iteration 74Q: 3 clusters Score -1.130068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -11300689.000000 Penalty: 5786.356445
	Iteration 75Q: 3 clusters Score -1.130069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -11300700.000000 Penalty: 5786.356445
	Iteration 76Q: 3 clusters Score -1.13007e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -11300718.000000 Penalty: 5786.356445
	Iteration 77Q: 3 clusters Score -1.130072e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -11300728.000000 Penalty: 5786.356445
	Iteration 78Q: 3 clusters Score -1.130073e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -11300722.000000 Penalty: 5786.356445
	Iteration 79Q: 3 clusters Score -1.130072e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -11300712.000000 Penalty: 5786.356445
	Iteration 80F: 3 clusters Score -1.130071e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -11300731.000000 Penalty: 5786.356445
	Iteration 81Q: 3 clusters Score -1.130073e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -11300739.000000 Penalty: 5786.356445
	Iteration 82Q: 3 clusters Score -1.130074e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -11300730.000000 Penalty: 5786.356445
	Iteration 83Q: 3 clusters Score -1.130073e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -11300723.000000 Penalty: 5786.356445
	Iteration 84Q: 3 clusters Score -1.130072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -11300720.000000 Penalty: 5786.356445
	Iteration 85Q: 3 clusters Score -1.130072e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -11300735.000000 Penalty: 5786.356445
	Iteration 86Q: 3 clusters Score -1.130074e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -11300742.000000 Penalty: 5786.356445
	Iteration 87Q: 3 clusters Score -1.130074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -11300766.000000 Penalty: 5786.356445
	Iteration 88Q: 3 clusters Score -1.130077e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -11300778.000000 Penalty: 5786.356445
	Iteration 89Q: 3 clusters Score -1.130078e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -11300784.000000 Penalty: 5786.356445
	Iteration 90Q: 3 clusters Score -1.130078e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -11300804.000000 Penalty: 5786.356445
	Iteration 91Q: 3 clusters Score -1.13008e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -11300804.000000 Penalty: 5786.356445
	Iteration 92Q: 3 clusters Score -1.13008e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -11300830.000000 Penalty: 5786.356445
	Iteration 93Q: 3 clusters Score -1.130083e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -11300833.000000 Penalty: 5786.356445
	Iteration 94Q: 3 clusters Score -1.130083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -11300838.000000 Penalty: 5786.356445
	Iteration 95Q: 3 clusters Score -1.130084e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 100382 members 
Entering Unmasked Estep 
Score: -11300849.000000 Penalty: 5786.356445
	Iteration 96Q: 3 clusters Score -1.130085e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -11300862.000000 Penalty: 5786.356445
	Iteration 97Q: 3 clusters Score -1.130086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -11300863.000000 Penalty: 5786.356445
	Iteration 98Q: 3 clusters Score -1.130086e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -11300871.000000 Penalty: 5786.356445
	Iteration 99Q: 3 clusters Score -1.130087e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -11300860.000000 Penalty: 5786.356445
	Iteration 100F: 3 clusters Score -1.130086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -11300858.000000 Penalty: 5786.356445
	Iteration 101Q: 3 clusters Score -1.130086e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -11300869.000000 Penalty: 5786.356445
	Iteration 102Q: 3 clusters Score -1.130087e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -11300856.000000 Penalty: 5786.356445
	Iteration 103Q: 3 clusters Score -1.130086e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -11300857.000000 Penalty: 5786.356445
	Iteration 104Q: 3 clusters Score -1.130086e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -11300854.000000 Penalty: 5786.356445
	Iteration 105Q: 3 clusters Score -1.130085e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -11300830.000000 Penalty: 5786.356445
	Iteration 106Q: 3 clusters Score -1.130083e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -11300825.000000 Penalty: 5786.356445
	Iteration 107Q: 3 clusters Score -1.130082e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -11300862.000000 Penalty: 5786.356445
	Iteration 108Q: 3 clusters Score -1.130086e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -11300878.000000 Penalty: 5786.356445
	Iteration 109Q: 3 clusters Score -1.130088e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -11300896.000000 Penalty: 5786.356445
	Iteration 110Q: 3 clusters Score -1.13009e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -11300882.000000 Penalty: 5786.356445
	Iteration 111Q: 3 clusters Score -1.130088e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -11300888.000000 Penalty: 5786.356445
	Iteration 112Q: 3 clusters Score -1.130089e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -11300897.000000 Penalty: 5786.356445
	Iteration 113Q: 3 clusters Score -1.13009e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -11300892.000000 Penalty: 5786.356445
	Iteration 114Q: 3 clusters Score -1.130089e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -11300913.000000 Penalty: 5786.356445
	Iteration 115Q: 3 clusters Score -1.130091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -11300911.000000 Penalty: 5786.356445
	Iteration 116Q: 3 clusters Score -1.130091e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 102047 members 
Entering Unmasked Estep 
Score: -11300923.000000 Penalty: 5786.356445
	Iteration 117Q: 3 clusters Score -1.130092e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -11300943.000000 Penalty: 5786.356445
	Iteration 118Q: 3 clusters Score -1.130094e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -11300952.000000 Penalty: 5786.356445
	Iteration 119Q: 3 clusters Score -1.130095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -11300958.000000 Penalty: 5786.356445
	Iteration 120F: 3 clusters Score -1.130096e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -11300959.000000 Penalty: 5786.356445
	Iteration 121Q: 3 clusters Score -1.130096e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -11300945.000000 Penalty: 5786.356445
	Iteration 122Q: 3 clusters Score -1.130094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -11300944.000000 Penalty: 5786.356445
	Iteration 123Q: 3 clusters Score -1.130094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -11300942.000000 Penalty: 5786.356445
	Iteration 124Q: 3 clusters Score -1.130094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -11300957.000000 Penalty: 5786.356445
	Iteration 125Q: 3 clusters Score -1.130096e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 102626 members 
Entering Unmasked Estep 
Score: -11300953.000000 Penalty: 5786.356445
	Iteration 126Q: 3 clusters Score -1.130095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -11300959.000000 Penalty: 5786.356445
	Iteration 127Q: 3 clusters Score -1.130096e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -11300954.000000 Penalty: 5786.356445
	Iteration 128Q: 3 clusters Score -1.130095e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -11300935.000000 Penalty: 5786.356445
	Iteration 129Q: 3 clusters Score -1.130094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -11300962.000000 Penalty: 5786.356445
	Iteration 130Q: 3 clusters Score -1.130096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -11300954.000000 Penalty: 5786.356445
	Iteration 131Q: 3 clusters Score -1.130095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -11300946.000000 Penalty: 5786.356445
	Iteration 132Q: 3 clusters Score -1.130095e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -11300944.000000 Penalty: 5786.356445
	Iteration 133Q: 3 clusters Score -1.130094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -11300950.000000 Penalty: 5786.356445
	Iteration 134Q: 3 clusters Score -1.130095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -11300951.000000 Penalty: 5786.356445
	Iteration 135Q: 3 clusters Score -1.130095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -11300965.000000 Penalty: 5786.356445
	Iteration 136Q: 3 clusters Score -1.130096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -11300950.000000 Penalty: 5786.356445
	Iteration 137Q: 3 clusters Score -1.130095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -11300938.000000 Penalty: 5786.356445
	Iteration 138Q: 3 clusters Score -1.130094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -11300941.000000 Penalty: 5786.356445
	Iteration 139Q: 3 clusters Score -1.130094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -11300959.000000 Penalty: 5786.356445
	Iteration 140F: 3 clusters Score -1.130096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -11300958.000000 Penalty: 5786.356445
	Iteration 141Q: 3 clusters Score -1.130096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -11300965.000000 Penalty: 5786.356445
	Iteration 142Q: 3 clusters Score -1.130096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -11300964.000000 Penalty: 5786.356445
	Iteration 143Q: 3 clusters Score -1.130096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -11300962.000000 Penalty: 5786.356445
	Iteration 144Q: 3 clusters Score -1.130096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -11300954.000000 Penalty: 5786.356445
	Iteration 145Q: 3 clusters Score -1.130095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -11300954.000000 Penalty: 5786.356445
	Iteration 146Q: 3 clusters Score -1.130095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -11300959.000000 Penalty: 5786.356445
	Iteration 147Q: 3 clusters Score -1.130096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 103304 members 
Entering Unmasked Estep 
Score: -11300962.000000 Penalty: 5786.356445
	Iteration 148Q: 3 clusters Score -1.130096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -11300955.000000 Penalty: 5786.356445
	Iteration 149Q: 3 clusters Score -1.130096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -11300948.000000 Penalty: 5786.356445
	Iteration 150Q: 3 clusters Score -1.130095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -11300951.000000 Penalty: 5786.356445
	Iteration 151Q: 3 clusters Score -1.130095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -11300949.000000 Penalty: 5786.356445
	Iteration 152Q: 3 clusters Score -1.130095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 103449 members 
Entering Unmasked Estep 
Score: -11300950.000000 Penalty: 5786.356445
	Iteration 153Q: 3 clusters Score -1.130095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -11300945.000000 Penalty: 5786.356445
	Iteration 154Q: 3 clusters Score -1.130094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -11300953.000000 Penalty: 5786.356445
	Iteration 155Q: 3 clusters Score -1.130095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -11300952.000000 Penalty: 5786.356445
	Iteration 156Q: 3 clusters Score -1.130095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -11300937.000000 Penalty: 5786.356445
	Iteration 157Q: 3 clusters Score -1.130094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -11300945.000000 Penalty: 5786.356445
	Iteration 158Q: 3 clusters Score -1.130094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -11300942.000000 Penalty: 5786.356445
	Iteration 159Q: 3 clusters Score -1.130094e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -11300943.000000 Penalty: 5786.356445
	Iteration 160F: 3 clusters Score -1.130094e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -11300966.000000 Penalty: 5786.356445
	Iteration 161Q: 3 clusters Score -1.130097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -11300953.000000 Penalty: 5786.356445
	Iteration 162Q: 3 clusters Score -1.130095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -11300979.000000 Penalty: 5786.356445
	Iteration 163Q: 3 clusters Score -1.130098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -11300960.000000 Penalty: 5786.356445
	Iteration 164Q: 3 clusters Score -1.130096e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -11300978.000000 Penalty: 5786.356445
	Iteration 165Q: 3 clusters Score -1.130098e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -11300989.000000 Penalty: 5786.356445
	Iteration 166Q: 3 clusters Score -1.130099e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -11300995.000000 Penalty: 5786.356445
	Iteration 167Q: 3 clusters Score -1.1301e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -11300999.000000 Penalty: 5786.356445
	Iteration 168Q: 3 clusters Score -1.1301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -11300991.000000 Penalty: 5786.356445
	Iteration 169Q: 3 clusters Score -1.130099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -11300998.000000 Penalty: 5786.356445
	Iteration 170Q: 3 clusters Score -1.1301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -11301004.000000 Penalty: 5786.356445
	Iteration 171Q: 3 clusters Score -1.1301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -11301000.000000 Penalty: 5786.356445
	Iteration 172Q: 3 clusters Score -1.1301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -11301016.000000 Penalty: 5786.356445
	Iteration 173Q: 3 clusters Score -1.130102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -11301020.000000 Penalty: 5786.356445
	Iteration 174Q: 3 clusters Score -1.130102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -11301024.000000 Penalty: 5786.356445
	Iteration 175Q: 3 clusters Score -1.130102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -11301029.000000 Penalty: 5786.356445
	Iteration 176Q: 3 clusters Score -1.130103e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -11301022.000000 Penalty: 5786.356445
	Iteration 177Q: 3 clusters Score -1.130102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -11301021.000000 Penalty: 5786.356445
	Iteration 178Q: 3 clusters Score -1.130102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -11301016.000000 Penalty: 5786.356445
	Iteration 179Q: 3 clusters Score -1.130102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -11301000.000000 Penalty: 5786.356445
	Iteration 180F: 3 clusters Score -1.1301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -11300999.000000 Penalty: 5786.356445
	Iteration 181Q: 3 clusters Score -1.1301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -11300998.000000 Penalty: 5786.356445
	Iteration 182Q: 3 clusters Score -1.1301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -11301002.000000 Penalty: 5786.356445
	Iteration 183Q: 3 clusters Score -1.1301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -11301008.000000 Penalty: 5786.356445
	Iteration 184Q: 3 clusters Score -1.130101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -11301009.000000 Penalty: 5786.356445
	Iteration 185Q: 3 clusters Score -1.130101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -11301009.000000 Penalty: 5786.356445
	Iteration 186Q: 3 clusters Score -1.130101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -11301003.000000 Penalty: 5786.356445
	Iteration 187Q: 3 clusters Score -1.1301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -11301003.000000 Penalty: 5786.356445
	Iteration 188F: 3 clusters Score -1.1301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 65760 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 7561 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Entering Unmasked Estep 
Score: -58884896.000000 Penalty: 119167.195312
Splitting cluster 1 changes total score from -58884196.000000 to -58884896.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1461024.875000 Penalty: 2394.382812
	Iteration 0F: 2 clusters Score -1461025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1449785.750000 Penalty: 4788.765625
	Iteration 0F: 3 clusters Score -1449786 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1453466.375000 Penalty: 4788.765625
	Iteration 1F: 3 clusters Score -1453466 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1454108.250000 Penalty: 4788.765625
	Iteration 2F: 3 clusters Score -1454108 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1454800.250000 Penalty: 4788.765625
	Iteration 3F: 3 clusters Score -1454800 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1455624.250000 Penalty: 4788.765625
	Iteration 4F: 3 clusters Score -1455624 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1456543.375000 Penalty: 4788.765625
	Iteration 5F: 3 clusters Score -1456543 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1457438.375000 Penalty: 4788.765625
	Iteration 6F: 3 clusters Score -1457438 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1458137.000000 Penalty: 4788.765625
	Iteration 7F: 3 clusters Score -1458137 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1458604.000000 Penalty: 4788.765625
	Iteration 8Q: 3 clusters Score -1458604 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1458935.750000 Penalty: 4788.765625
	Iteration 9Q: 3 clusters Score -1458936 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1459150.625000 Penalty: 4788.765625
	Iteration 10Q: 3 clusters Score -1459151 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1459294.625000 Penalty: 4788.765625
	Iteration 11Q: 3 clusters Score -1459295 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1459423.500000 Penalty: 4788.765625
	Iteration 12Q: 3 clusters Score -1459424 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1459512.625000 Penalty: 4788.765625
	Iteration 13Q: 3 clusters Score -1459513 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1459562.625000 Penalty: 4788.765625
	Iteration 14Q: 3 clusters Score -1459563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1459605.375000 Penalty: 4788.765625
	Iteration 15Q: 3 clusters Score -1459605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1459636.000000 Penalty: 4788.765625
	Iteration 16Q: 3 clusters Score -1459636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1459666.125000 Penalty: 4788.765625
	Iteration 17Q: 3 clusters Score -1459666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1459683.250000 Penalty: 4788.765625
	Iteration 18Q: 3 clusters Score -1459683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1459707.500000 Penalty: 4788.765625
	Iteration 19Q: 3 clusters Score -1459708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1459719.875000 Penalty: 4788.765625
	Iteration 20F: 3 clusters Score -1459720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1459728.625000 Penalty: 4788.765625
	Iteration 21Q: 3 clusters Score -1459729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1459726.750000 Penalty: 4788.765625
	Iteration 22Q: 3 clusters Score -1459727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1459724.875000 Penalty: 4788.765625
	Iteration 23Q: 3 clusters Score -1459725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1459724.625000 Penalty: 4788.765625
	Iteration 24Q: 3 clusters Score -1459725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1459726.375000 Penalty: 4788.765625
	Iteration 25Q: 3 clusters Score -1459726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1459729.000000 Penalty: 4788.765625
	Iteration 26Q: 3 clusters Score -1459729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1459731.125000 Penalty: 4788.765625
	Iteration 27Q: 3 clusters Score -1459731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1459731.000000 Penalty: 4788.765625
	Iteration 28Q: 3 clusters Score -1459731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1459732.250000 Penalty: 4788.765625
	Iteration 29Q: 3 clusters Score -1459732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1459732.250000 Penalty: 4788.765625
	Iteration 30F: 3 clusters Score -1459732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -212733.578125 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -212733.6 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 1188 members 
Entering Unmasked Estep 
Score: -209894.046875 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -209894 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -210465.796875 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -210465.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210656.437500 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -210656.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -210789.984375 Penalty: 3845.158203
	Iteration 3F: 3 clusters Score -210790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -210892.125000 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -210892.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -210982.468750 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -210982.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -211068.296875 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -211068.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -211168.203125 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -211168.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -211270.625000 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -211270.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -211377.984375 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -211378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211466.156250 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -211466.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -211549.500000 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -211549.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -211631.015625 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -211631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211691.921875 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -211691.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -211728.968750 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -211729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211758.890625 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -211758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -211776.406250 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -211776.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -211783.890625 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -211783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211788.406250 Penalty: 3845.158203
	Iteration 18Q: 3 clusters Score -211788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -211793.562500 Penalty: 3845.158203
	Iteration 19Q: 3 clusters Score -211793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -211809.687500 Penalty: 3845.158203
	Iteration 20F: 3 clusters Score -211809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -211828.875000 Penalty: 3845.158203
	Iteration 21Q: 3 clusters Score -211828.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -211838.531250 Penalty: 3845.158203
	Iteration 22Q: 3 clusters Score -211838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -211844.484375 Penalty: 3845.158203
	Iteration 23Q: 3 clusters Score -211844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -211850.062500 Penalty: 3845.158203
	Iteration 24Q: 3 clusters Score -211850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -211853.734375 Penalty: 3845.158203
	Iteration 25Q: 3 clusters Score -211853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -211854.515625 Penalty: 3845.158203
	Iteration 26Q: 3 clusters Score -211854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -211858.171875 Penalty: 3845.158203
	Iteration 27Q: 3 clusters Score -211858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -211861.531250 Penalty: 3845.158203
	Iteration 28Q: 3 clusters Score -211861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211865.406250 Penalty: 3845.158203
	Iteration 29Q: 3 clusters Score -211865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211867.437500 Penalty: 3845.158203
	Iteration 30Q: 3 clusters Score -211867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211869.437500 Penalty: 3845.158203
	Iteration 31Q: 3 clusters Score -211869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211870.140625 Penalty: 3845.158203
	Iteration 32Q: 3 clusters Score -211870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211870.500000 Penalty: 3845.158203
	Iteration 33Q: 3 clusters Score -211870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211870.500000 Penalty: 3845.158203
	Iteration 34F: 3 clusters Score -211870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Entering Unmasked Estep 
Score: -5426844.500000 Penalty: 2708.998535
	Iteration 0F: 2 clusters Score -5426844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -5389555.000000 Penalty: 5417.997070
	Iteration 0F: 3 clusters Score -5389555 nChanged 25620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5404681.000000 Penalty: 5417.997070
	Iteration 1F: 3 clusters Score -5404681 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -5406170.000000 Penalty: 5417.997070
	Iteration 2F: 3 clusters Score -5406170 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5408096.500000 Penalty: 5417.997070
	Iteration 3F: 3 clusters Score -5408096 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -5410444.000000 Penalty: 5417.997070
	Iteration 4F: 3 clusters Score -5410444 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5413101.500000 Penalty: 5417.997070
	Iteration 5F: 3 clusters Score -5413102 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5415792.500000 Penalty: 5417.997070
	Iteration 6F: 3 clusters Score -5415792 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5418359.500000 Penalty: 5417.997070
	Iteration 7F: 3 clusters Score -5418360 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5420418.500000 Penalty: 5417.997070
	Iteration 8Q: 3 clusters Score -5420418 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5421812.000000 Penalty: 5417.997070
	Iteration 9Q: 3 clusters Score -5421812 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5422658.000000 Penalty: 5417.997070
	Iteration 10Q: 3 clusters Score -5422658 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5423111.500000 Penalty: 5417.997070
	Iteration 11Q: 3 clusters Score -5423112 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5423461.000000 Penalty: 5417.997070
	Iteration 12Q: 3 clusters Score -5423461 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5423703.500000 Penalty: 5417.997070
	Iteration 13Q: 3 clusters Score -5423704 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -5423884.000000 Penalty: 5417.997070
	Iteration 14Q: 3 clusters Score -5423884 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5424003.500000 Penalty: 5417.997070
	Iteration 15Q: 3 clusters Score -5424004 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5424073.000000 Penalty: 5417.997070
	Iteration 16Q: 3 clusters Score -5424073 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -5424149.500000 Penalty: 5417.997070
	Iteration 17Q: 3 clusters Score -5424150 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -5424206.000000 Penalty: 5417.997070
	Iteration 18Q: 3 clusters Score -5424206 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5424225.000000 Penalty: 5417.997070
	Iteration 19Q: 3 clusters Score -5424225 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5424272.000000 Penalty: 5417.997070
	Iteration 20F: 3 clusters Score -5424272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -5424317.000000 Penalty: 5417.997070
	Iteration 21Q: 3 clusters Score -5424317 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -5424348.500000 Penalty: 5417.997070
	Iteration 22Q: 3 clusters Score -5424348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -5424362.000000 Penalty: 5417.997070
	Iteration 23Q: 3 clusters Score -5424362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -5424400.500000 Penalty: 5417.997070
	Iteration 24Q: 3 clusters Score -5424400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5424423.000000 Penalty: 5417.997070
	Iteration 25Q: 3 clusters Score -5424423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -5424433.000000 Penalty: 5417.997070
	Iteration 26Q: 3 clusters Score -5424433 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -5424443.000000 Penalty: 5417.997070
	Iteration 27Q: 3 clusters Score -5424443 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -5424460.500000 Penalty: 5417.997070
	Iteration 28Q: 3 clusters Score -5424460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -5424482.500000 Penalty: 5417.997070
	Iteration 29Q: 3 clusters Score -5424482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -5424496.500000 Penalty: 5417.997070
	Iteration 30Q: 3 clusters Score -5424496 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -5424509.500000 Penalty: 5417.997070
	Iteration 31Q: 3 clusters Score -5424510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5424519.500000 Penalty: 5417.997070
	Iteration 32Q: 3 clusters Score -5424520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -5424526.500000 Penalty: 5417.997070
	Iteration 33Q: 3 clusters Score -5424526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -5424544.000000 Penalty: 5417.997070
	Iteration 34Q: 3 clusters Score -5424544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -5424551.000000 Penalty: 5417.997070
	Iteration 35Q: 3 clusters Score -5424551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -5424551.000000 Penalty: 5417.997070
	Iteration 36Q: 3 clusters Score -5424551 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -5424560.500000 Penalty: 5417.997070
	Iteration 37Q: 3 clusters Score -5424560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -5424573.000000 Penalty: 5417.997070
	Iteration 38Q: 3 clusters Score -5424573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5424559.500000 Penalty: 5417.997070
	Iteration 39Q: 3 clusters Score -5424560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -5424582.500000 Penalty: 5417.997070
	Iteration 40F: 3 clusters Score -5424582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -5424584.500000 Penalty: 5417.997070
	Iteration 41Q: 3 clusters Score -5424584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -5424589.000000 Penalty: 5417.997070
	Iteration 42Q: 3 clusters Score -5424589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -5424603.000000 Penalty: 5417.997070
	Iteration 43Q: 3 clusters Score -5424603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -5424634.500000 Penalty: 5417.997070
	Iteration 44Q: 3 clusters Score -5424634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -5424634.000000 Penalty: 5417.997070
	Iteration 45Q: 3 clusters Score -5424634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -5424632.500000 Penalty: 5417.997070
	Iteration 46Q: 3 clusters Score -5424632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -5424636.000000 Penalty: 5417.997070
	Iteration 47Q: 3 clusters Score -5424636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -5424646.000000 Penalty: 5417.997070
	Iteration 48Q: 3 clusters Score -5424646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -5424663.000000 Penalty: 5417.997070
	Iteration 49Q: 3 clusters Score -5424663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -5424679.500000 Penalty: 5417.997070
	Iteration 50Q: 3 clusters Score -5424680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -5424690.000000 Penalty: 5417.997070
	Iteration 51Q: 3 clusters Score -5424690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -5424694.000000 Penalty: 5417.997070
	Iteration 52Q: 3 clusters Score -5424694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -5424697.500000 Penalty: 5417.997070
	Iteration 53Q: 3 clusters Score -5424698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5424706.000000 Penalty: 5417.997070
	Iteration 54Q: 3 clusters Score -5424706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -5424721.500000 Penalty: 5417.997070
	Iteration 55Q: 3 clusters Score -5424722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -5424720.500000 Penalty: 5417.997070
	Iteration 56Q: 3 clusters Score -5424720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -5424737.500000 Penalty: 5417.997070
	Iteration 57Q: 3 clusters Score -5424738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -5424742.500000 Penalty: 5417.997070
	Iteration 58Q: 3 clusters Score -5424742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -5424753.500000 Penalty: 5417.997070
	Iteration 59Q: 3 clusters Score -5424754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -5424762.000000 Penalty: 5417.997070
	Iteration 60F: 3 clusters Score -5424762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -5424765.500000 Penalty: 5417.997070
	Iteration 61Q: 3 clusters Score -5424766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -5424771.500000 Penalty: 5417.997070
	Iteration 62Q: 3 clusters Score -5424772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -5424788.500000 Penalty: 5417.997070
	Iteration 63Q: 3 clusters Score -5424788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -5424801.500000 Penalty: 5417.997070
	Iteration 64Q: 3 clusters Score -5424802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -5424800.000000 Penalty: 5417.997070
	Iteration 65Q: 3 clusters Score -5424800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -5424806.000000 Penalty: 5417.997070
	Iteration 66Q: 3 clusters Score -5424806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -5424820.000000 Penalty: 5417.997070
	Iteration 67Q: 3 clusters Score -5424820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5424840.500000 Penalty: 5417.997070
	Iteration 68Q: 3 clusters Score -5424840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -5424829.000000 Penalty: 5417.997070
	Iteration 69Q: 3 clusters Score -5424829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -5424831.500000 Penalty: 5417.997070
	Iteration 70Q: 3 clusters Score -5424832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -5424828.000000 Penalty: 5417.997070
	Iteration 71Q: 3 clusters Score -5424828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -5424836.000000 Penalty: 5417.997070
	Iteration 72Q: 3 clusters Score -5424836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -5424838.000000 Penalty: 5417.997070
	Iteration 73Q: 3 clusters Score -5424838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -5424850.000000 Penalty: 5417.997070
	Iteration 74Q: 3 clusters Score -5424850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -5424855.000000 Penalty: 5417.997070
	Iteration 75Q: 3 clusters Score -5424855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -5424858.500000 Penalty: 5417.997070
	Iteration 76Q: 3 clusters Score -5424858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -5424849.000000 Penalty: 5417.997070
	Iteration 77Q: 3 clusters Score -5424849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -5424869.500000 Penalty: 5417.997070
	Iteration 78Q: 3 clusters Score -5424870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -5424871.500000 Penalty: 5417.997070
	Iteration 79Q: 3 clusters Score -5424872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -5424874.500000 Penalty: 5417.997070
	Iteration 80F: 3 clusters Score -5424874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -5424880.000000 Penalty: 5417.997070
	Iteration 81Q: 3 clusters Score -5424880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -5424893.000000 Penalty: 5417.997070
	Iteration 82Q: 3 clusters Score -5424893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -5424901.500000 Penalty: 5417.997070
	Iteration 83Q: 3 clusters Score -5424902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5424901.500000 Penalty: 5417.997070
	Iteration 84Q: 3 clusters Score -5424902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -5424909.500000 Penalty: 5417.997070
	Iteration 85Q: 3 clusters Score -5424910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -5424900.000000 Penalty: 5417.997070
	Iteration 86Q: 3 clusters Score -5424900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -5424914.500000 Penalty: 5417.997070
	Iteration 87Q: 3 clusters Score -5424914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -5424919.000000 Penalty: 5417.997070
	Iteration 88Q: 3 clusters Score -5424919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -5424923.000000 Penalty: 5417.997070
	Iteration 89Q: 3 clusters Score -5424923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -5424939.500000 Penalty: 5417.997070
	Iteration 90Q: 3 clusters Score -5424940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -5424974.000000 Penalty: 5417.997070
	Iteration 91Q: 3 clusters Score -5424974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -5424976.500000 Penalty: 5417.997070
	Iteration 92Q: 3 clusters Score -5424976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -5424986.000000 Penalty: 5417.997070
	Iteration 93Q: 3 clusters Score -5424986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -5424983.500000 Penalty: 5417.997070
	Iteration 94Q: 3 clusters Score -5424984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -5424995.500000 Penalty: 5417.997070
	Iteration 95Q: 3 clusters Score -5424996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -5425001.500000 Penalty: 5417.997070
	Iteration 96Q: 3 clusters Score -5425002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -5425010.000000 Penalty: 5417.997070
	Iteration 97Q: 3 clusters Score -5425010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5425001.500000 Penalty: 5417.997070
	Iteration 98Q: 3 clusters Score -5425002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -5425015.000000 Penalty: 5417.997070
	Iteration 99Q: 3 clusters Score -5425015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -5425023.000000 Penalty: 5417.997070
	Iteration 100F: 3 clusters Score -5425023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -5425039.500000 Penalty: 5417.997070
	Iteration 101Q: 3 clusters Score -5425040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -5425044.000000 Penalty: 5417.997070
	Iteration 102Q: 3 clusters Score -5425044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -5425052.500000 Penalty: 5417.997070
	Iteration 103Q: 3 clusters Score -5425052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -5425056.000000 Penalty: 5417.997070
	Iteration 104Q: 3 clusters Score -5425056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -5425075.000000 Penalty: 5417.997070
	Iteration 105Q: 3 clusters Score -5425075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -5425086.500000 Penalty: 5417.997070
	Iteration 106Q: 3 clusters Score -5425086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -5425107.500000 Penalty: 5417.997070
	Iteration 107Q: 3 clusters Score -5425108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -5425101.500000 Penalty: 5417.997070
	Iteration 108Q: 3 clusters Score -5425102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -5425106.000000 Penalty: 5417.997070
	Iteration 109Q: 3 clusters Score -5425106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -5425113.500000 Penalty: 5417.997070
	Iteration 110Q: 3 clusters Score -5425114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -5425122.500000 Penalty: 5417.997070
	Iteration 111Q: 3 clusters Score -5425122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -5425131.500000 Penalty: 5417.997070
	Iteration 112Q: 3 clusters Score -5425132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -5425133.500000 Penalty: 5417.997070
	Iteration 113Q: 3 clusters Score -5425134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -5425128.500000 Penalty: 5417.997070
	Iteration 114Q: 3 clusters Score -5425128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -5425125.000000 Penalty: 5417.997070
	Iteration 115Q: 3 clusters Score -5425125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -5425126.000000 Penalty: 5417.997070
	Iteration 116Q: 3 clusters Score -5425126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -5425133.500000 Penalty: 5417.997070
	Iteration 117Q: 3 clusters Score -5425134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -5425140.000000 Penalty: 5417.997070
	Iteration 118Q: 3 clusters Score -5425140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -5425149.500000 Penalty: 5417.997070
	Iteration 119Q: 3 clusters Score -5425150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -5425146.500000 Penalty: 5417.997070
	Iteration 120F: 3 clusters Score -5425146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -5425141.000000 Penalty: 5417.997070
	Iteration 121Q: 3 clusters Score -5425141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -5425142.500000 Penalty: 5417.997070
	Iteration 122Q: 3 clusters Score -5425142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -5425153.500000 Penalty: 5417.997070
	Iteration 123Q: 3 clusters Score -5425154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -5425161.500000 Penalty: 5417.997070
	Iteration 124Q: 3 clusters Score -5425162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5425159.500000 Penalty: 5417.997070
	Iteration 125Q: 3 clusters Score -5425160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -5425166.000000 Penalty: 5417.997070
	Iteration 126Q: 3 clusters Score -5425166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -5425168.000000 Penalty: 5417.997070
	Iteration 127Q: 3 clusters Score -5425168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -5425168.500000 Penalty: 5417.997070
	Iteration 128Q: 3 clusters Score -5425168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -5425171.500000 Penalty: 5417.997070
	Iteration 129Q: 3 clusters Score -5425172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -5425179.500000 Penalty: 5417.997070
	Iteration 130Q: 3 clusters Score -5425180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -5425184.500000 Penalty: 5417.997070
	Iteration 131Q: 3 clusters Score -5425184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -5425175.500000 Penalty: 5417.997070
	Iteration 132Q: 3 clusters Score -5425176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -5425181.000000 Penalty: 5417.997070
	Iteration 133Q: 3 clusters Score -5425181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -5425180.000000 Penalty: 5417.997070
	Iteration 134Q: 3 clusters Score -5425180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -5425191.500000 Penalty: 5417.997070
	Iteration 135Q: 3 clusters Score -5425192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -5425206.000000 Penalty: 5417.997070
	Iteration 136Q: 3 clusters Score -5425206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -5425214.000000 Penalty: 5417.997070
	Iteration 137Q: 3 clusters Score -5425214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -5425221.000000 Penalty: 5417.997070
	Iteration 138Q: 3 clusters Score -5425221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -5425213.500000 Penalty: 5417.997070
	Iteration 139Q: 3 clusters Score -5425214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -5425217.000000 Penalty: 5417.997070
	Iteration 140F: 3 clusters Score -5425217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -5425216.000000 Penalty: 5417.997070
	Iteration 141Q: 3 clusters Score -5425216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -5425218.000000 Penalty: 5417.997070
	Iteration 142Q: 3 clusters Score -5425218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -5425218.500000 Penalty: 5417.997070
	Iteration 143Q: 3 clusters Score -5425218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -5425220.500000 Penalty: 5417.997070
	Iteration 144Q: 3 clusters Score -5425220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -5425226.000000 Penalty: 5417.997070
	Iteration 145Q: 3 clusters Score -5425226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -5425221.500000 Penalty: 5417.997070
	Iteration 146Q: 3 clusters Score -5425222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -5425221.500000 Penalty: 5417.997070
	Iteration 147F: 3 clusters Score -5425222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Entering Unmasked Estep 
Score: -6288878.500000 Penalty: 2739.072754
	Iteration 0F: 2 clusters Score -6288878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -6246733.500000 Penalty: 5478.145508
	Iteration 0F: 3 clusters Score -6246734 nChanged 29192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6263301.000000 Penalty: 5478.145508
	Iteration 1F: 3 clusters Score -6263301 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -6264283.000000 Penalty: 5478.145508
	Iteration 2Q: 3 clusters Score -6264283 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -6265384.000000 Penalty: 5478.145508
	Iteration 3Q: 3 clusters Score -6265384 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -6266717.000000 Penalty: 5478.145508
	Iteration 4Q: 3 clusters Score -6266717 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6268143.000000 Penalty: 5478.145508
	Iteration 5F: 3 clusters Score -6268143 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -6269699.000000 Penalty: 5478.145508
	Iteration 6F: 3 clusters Score -6269699 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6271183.000000 Penalty: 5478.145508
	Iteration 7F: 3 clusters Score -6271183 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -6272428.000000 Penalty: 5478.145508
	Iteration 8Q: 3 clusters Score -6272428 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -6273454.500000 Penalty: 5478.145508
	Iteration 9Q: 3 clusters Score -6273454 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -6274316.500000 Penalty: 5478.145508
	Iteration 10Q: 3 clusters Score -6274316 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -6275169.000000 Penalty: 5478.145508
	Iteration 11Q: 3 clusters Score -6275169 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -6275993.000000 Penalty: 5478.145508
	Iteration 12Q: 3 clusters Score -6275993 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -6276821.000000 Penalty: 5478.145508
	Iteration 13Q: 3 clusters Score -6276821 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -6277691.000000 Penalty: 5478.145508
	Iteration 14Q: 3 clusters Score -6277691 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -6278666.500000 Penalty: 5478.145508
	Iteration 15Q: 3 clusters Score -6278666 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -6279560.000000 Penalty: 5478.145508
	Iteration 16Q: 3 clusters Score -6279560 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6280429.500000 Penalty: 5478.145508
	Iteration 17Q: 3 clusters Score -6280430 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -6281225.000000 Penalty: 5478.145508
	Iteration 18Q: 3 clusters Score -6281225 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6281990.000000 Penalty: 5478.145508
	Iteration 19Q: 3 clusters Score -6281990 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -6282760.500000 Penalty: 5478.145508
	Iteration 20F: 3 clusters Score -6282760 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6283473.500000 Penalty: 5478.145508
	Iteration 21Q: 3 clusters Score -6283474 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6284147.500000 Penalty: 5478.145508
	Iteration 22Q: 3 clusters Score -6284148 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -6284787.000000 Penalty: 5478.145508
	Iteration 23Q: 3 clusters Score -6284787 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6285306.500000 Penalty: 5478.145508
	Iteration 24Q: 3 clusters Score -6285306 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -6285722.500000 Penalty: 5478.145508
	Iteration 25Q: 3 clusters Score -6285722 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -6286132.000000 Penalty: 5478.145508
	Iteration 26Q: 3 clusters Score -6286132 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6286477.500000 Penalty: 5478.145508
	Iteration 27Q: 3 clusters Score -6286478 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -6286792.500000 Penalty: 5478.145508
	Iteration 28Q: 3 clusters Score -6286792 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -6287023.500000 Penalty: 5478.145508
	Iteration 29Q: 3 clusters Score -6287024 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -6287172.500000 Penalty: 5478.145508
	Iteration 30Q: 3 clusters Score -6287172 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -6287285.500000 Penalty: 5478.145508
	Iteration 31Q: 3 clusters Score -6287286 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -6287398.000000 Penalty: 5478.145508
	Iteration 32Q: 3 clusters Score -6287398 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -6287484.500000 Penalty: 5478.145508
	Iteration 33Q: 3 clusters Score -6287484 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -6287554.500000 Penalty: 5478.145508
	Iteration 34Q: 3 clusters Score -6287554 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -6287609.500000 Penalty: 5478.145508
	Iteration 35Q: 3 clusters Score -6287610 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -6287648.500000 Penalty: 5478.145508
	Iteration 36Q: 3 clusters Score -6287648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -6287678.000000 Penalty: 5478.145508
	Iteration 37Q: 3 clusters Score -6287678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -6287681.500000 Penalty: 5478.145508
	Iteration 38Q: 3 clusters Score -6287682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -6287694.500000 Penalty: 5478.145508
	Iteration 39Q: 3 clusters Score -6287694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -6287711.000000 Penalty: 5478.145508
	Iteration 40F: 3 clusters Score -6287711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -6287728.500000 Penalty: 5478.145508
	Iteration 41Q: 3 clusters Score -6287728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -6287743.500000 Penalty: 5478.145508
	Iteration 42Q: 3 clusters Score -6287744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -6287743.500000 Penalty: 5478.145508
	Iteration 43Q: 3 clusters Score -6287744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -6287751.500000 Penalty: 5478.145508
	Iteration 44Q: 3 clusters Score -6287752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -6287760.000000 Penalty: 5478.145508
	Iteration 45Q: 3 clusters Score -6287760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -6287768.500000 Penalty: 5478.145508
	Iteration 46Q: 3 clusters Score -6287768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -6287775.500000 Penalty: 5478.145508
	Iteration 47Q: 3 clusters Score -6287776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -6287775.500000 Penalty: 5478.145508
	Iteration 48Q: 3 clusters Score -6287776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -6287767.000000 Penalty: 5478.145508
	Iteration 49Q: 3 clusters Score -6287767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -6287773.500000 Penalty: 5478.145508
	Iteration 50Q: 3 clusters Score -6287774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -6287783.500000 Penalty: 5478.145508
	Iteration 51Q: 3 clusters Score -6287784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -6287788.500000 Penalty: 5478.145508
	Iteration 52Q: 3 clusters Score -6287788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -6287786.500000 Penalty: 5478.145508
	Iteration 53Q: 3 clusters Score -6287786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -6287796.500000 Penalty: 5478.145508
	Iteration 54Q: 3 clusters Score -6287796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -6287806.000000 Penalty: 5478.145508
	Iteration 55Q: 3 clusters Score -6287806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -6287804.000000 Penalty: 5478.145508
	Iteration 56Q: 3 clusters Score -6287804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -6287799.500000 Penalty: 5478.145508
	Iteration 57Q: 3 clusters Score -6287800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -6287807.500000 Penalty: 5478.145508
	Iteration 58Q: 3 clusters Score -6287808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -6287806.000000 Penalty: 5478.145508
	Iteration 59Q: 3 clusters Score -6287806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -6287808.500000 Penalty: 5478.145508
	Iteration 60F: 3 clusters Score -6287808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -6287798.500000 Penalty: 5478.145508
	Iteration 61Q: 3 clusters Score -6287798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -6287802.500000 Penalty: 5478.145508
	Iteration 62Q: 3 clusters Score -6287802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -6287808.000000 Penalty: 5478.145508
	Iteration 63Q: 3 clusters Score -6287808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -6287808.500000 Penalty: 5478.145508
	Iteration 64Q: 3 clusters Score -6287808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -6287808.500000 Penalty: 5478.145508
	Iteration 65Q: 3 clusters Score -6287808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -6287817.500000 Penalty: 5478.145508
	Iteration 66Q: 3 clusters Score -6287818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -6287817.000000 Penalty: 5478.145508
	Iteration 67Q: 3 clusters Score -6287817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -6287815.000000 Penalty: 5478.145508
	Iteration 68Q: 3 clusters Score -6287815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -6287815.000000 Penalty: 5478.145508
	Iteration 69Q: 3 clusters Score -6287815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -6287813.000000 Penalty: 5478.145508
	Iteration 70Q: 3 clusters Score -6287813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -6287813.000000 Penalty: 5478.145508
	Iteration 71F: 3 clusters Score -6287813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Entering Unmasked Estep 
Score: -1171232.500000 Penalty: 2339.464355
	Iteration 0F: 2 clusters Score -1171232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1162045.125000 Penalty: 4678.928711
	Iteration 0F: 3 clusters Score -1162045 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1165105.000000 Penalty: 4678.928711
	Iteration 1F: 3 clusters Score -1165105 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1166003.250000 Penalty: 4678.928711
	Iteration 2F: 3 clusters Score -1166003 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1167241.125000 Penalty: 4678.928711
	Iteration 3F: 3 clusters Score -1167241 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1168677.125000 Penalty: 4678.928711
	Iteration 4F: 3 clusters Score -1168677 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1169848.375000 Penalty: 4678.928711
	Iteration 5F: 3 clusters Score -1169848 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1170525.250000 Penalty: 4678.928711
	Iteration 6F: 3 clusters Score -1170525 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1170851.500000 Penalty: 4678.928711
	Iteration 7Q: 3 clusters Score -1170852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1171024.875000 Penalty: 4678.928711
	Iteration 8Q: 3 clusters Score -1171025 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1171130.000000 Penalty: 4678.928711
	Iteration 9Q: 3 clusters Score -1171130 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1171195.500000 Penalty: 4678.928711
	Iteration 10Q: 3 clusters Score -1171196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1171230.125000 Penalty: 4678.928711
	Iteration 11Q: 3 clusters Score -1171230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1171262.375000 Penalty: 4678.928711
	Iteration 12Q: 3 clusters Score -1171262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1171283.625000 Penalty: 4678.928711
	Iteration 13Q: 3 clusters Score -1171284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1171304.750000 Penalty: 4678.928711
	Iteration 14Q: 3 clusters Score -1171305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1171325.000000 Penalty: 4678.928711
	Iteration 15Q: 3 clusters Score -1171325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1171345.875000 Penalty: 4678.928711
	Iteration 16Q: 3 clusters Score -1171346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1171363.125000 Penalty: 4678.928711
	Iteration 17Q: 3 clusters Score -1171363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1171386.500000 Penalty: 4678.928711
	Iteration 18Q: 3 clusters Score -1171386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1171413.375000 Penalty: 4678.928711
	Iteration 19Q: 3 clusters Score -1171413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1171444.250000 Penalty: 4678.928711
	Iteration 20F: 3 clusters Score -1171444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1171480.875000 Penalty: 4678.928711
	Iteration 21Q: 3 clusters Score -1171481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1171525.125000 Penalty: 4678.928711
	Iteration 22Q: 3 clusters Score -1171525 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1171585.375000 Penalty: 4678.928711
	Iteration 23Q: 3 clusters Score -1171585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1171640.125000 Penalty: 4678.928711
	Iteration 24Q: 3 clusters Score -1171640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1171702.875000 Penalty: 4678.928711
	Iteration 25Q: 3 clusters Score -1171703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1171753.250000 Penalty: 4678.928711
	Iteration 26Q: 3 clusters Score -1171753 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1171797.625000 Penalty: 4678.928711
	Iteration 27Q: 3 clusters Score -1171798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1171837.250000 Penalty: 4678.928711
	Iteration 28Q: 3 clusters Score -1171837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1171857.000000 Penalty: 4678.928711
	Iteration 29Q: 3 clusters Score -1171857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1171872.000000 Penalty: 4678.928711
	Iteration 30Q: 3 clusters Score -1171872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1171885.500000 Penalty: 4678.928711
	Iteration 31Q: 3 clusters Score -1171886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1171898.500000 Penalty: 4678.928711
	Iteration 32Q: 3 clusters Score -1171898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1171911.875000 Penalty: 4678.928711
	Iteration 33Q: 3 clusters Score -1171912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1171916.625000 Penalty: 4678.928711
	Iteration 34Q: 3 clusters Score -1171917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1171926.250000 Penalty: 4678.928711
	Iteration 35Q: 3 clusters Score -1171926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1171926.750000 Penalty: 4678.928711
	Iteration 36Q: 3 clusters Score -1171927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1171932.500000 Penalty: 4678.928711
	Iteration 37Q: 3 clusters Score -1171932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1171938.000000 Penalty: 4678.928711
	Iteration 38Q: 3 clusters Score -1171938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1171937.000000 Penalty: 4678.928711
	Iteration 39Q: 3 clusters Score -1171937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1171938.375000 Penalty: 4678.928711
	Iteration 40F: 3 clusters Score -1171938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1171938.125000 Penalty: 4678.928711
	Iteration 41Q: 3 clusters Score -1171938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1171938.875000 Penalty: 4678.928711
	Iteration 42Q: 3 clusters Score -1171939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1171940.000000 Penalty: 4678.928711
	Iteration 43Q: 3 clusters Score -1171940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1171941.500000 Penalty: 4678.928711
	Iteration 44Q: 3 clusters Score -1171942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1171946.500000 Penalty: 4678.928711
	Iteration 45Q: 3 clusters Score -1171946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1171947.500000 Penalty: 4678.928711
	Iteration 46Q: 3 clusters Score -1171948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1171949.875000 Penalty: 4678.928711
	Iteration 47Q: 3 clusters Score -1171950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1171949.250000 Penalty: 4678.928711
	Iteration 48Q: 3 clusters Score -1171949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1171949.375000 Penalty: 4678.928711
	Iteration 49Q: 3 clusters Score -1171949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1171952.125000 Penalty: 4678.928711
	Iteration 50Q: 3 clusters Score -1171952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1171949.500000 Penalty: 4678.928711
	Iteration 51Q: 3 clusters Score -1171950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1171956.375000 Penalty: 4678.928711
	Iteration 52Q: 3 clusters Score -1171956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1171958.625000 Penalty: 4678.928711
	Iteration 53Q: 3 clusters Score -1171959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1171964.250000 Penalty: 4678.928711
	Iteration 54Q: 3 clusters Score -1171964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1171964.875000 Penalty: 4678.928711
	Iteration 55Q: 3 clusters Score -1171965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1171965.375000 Penalty: 4678.928711
	Iteration 56Q: 3 clusters Score -1171965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1171969.250000 Penalty: 4678.928711
	Iteration 57Q: 3 clusters Score -1171969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1171970.875000 Penalty: 4678.928711
	Iteration 58Q: 3 clusters Score -1171971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1171973.000000 Penalty: 4678.928711
	Iteration 59Q: 3 clusters Score -1171973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1171978.500000 Penalty: 4678.928711
	Iteration 60F: 3 clusters Score -1171978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1171976.125000 Penalty: 4678.928711
	Iteration 61Q: 3 clusters Score -1171976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1171977.000000 Penalty: 4678.928711
	Iteration 62Q: 3 clusters Score -1171977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1171978.000000 Penalty: 4678.928711
	Iteration 63Q: 3 clusters Score -1171978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1171979.625000 Penalty: 4678.928711
	Iteration 64Q: 3 clusters Score -1171980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1171980.250000 Penalty: 4678.928711
	Iteration 65Q: 3 clusters Score -1171980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1171982.125000 Penalty: 4678.928711
	Iteration 66Q: 3 clusters Score -1171982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1171980.750000 Penalty: 4678.928711
	Iteration 67Q: 3 clusters Score -1171981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1171979.250000 Penalty: 4678.928711
	Iteration 68Q: 3 clusters Score -1171979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1171979.250000 Penalty: 4678.928711
	Iteration 69F: 3 clusters Score -1171979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 65760 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 7561 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Mstep: Class 37 contains 5933 members 
Entering Unmasked Estep 
Score: -58884736.000000 Penalty: 122477.390625
Splitting cluster 6 changes total score from -58884196.000000 to -58884736.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (15735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Entering Unmasked Estep 
Score: -1442104.000000 Penalty: 2396.583496
	Iteration 0F: 2 clusters Score -1442104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1430784.750000 Penalty: 4793.166992
	Iteration 0F: 3 clusters Score -1430785 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1434538.750000 Penalty: 4793.166992
	Iteration 1F: 3 clusters Score -1434539 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1435183.500000 Penalty: 4793.166992
	Iteration 2F: 3 clusters Score -1435184 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1435840.375000 Penalty: 4793.166992
	Iteration 3F: 3 clusters Score -1435840 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1436568.500000 Penalty: 4793.166992
	Iteration 4F: 3 clusters Score -1436568 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1437372.750000 Penalty: 4793.166992
	Iteration 5F: 3 clusters Score -1437373 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1438139.875000 Penalty: 4793.166992
	Iteration 6F: 3 clusters Score -1438140 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1438797.625000 Penalty: 4793.166992
	Iteration 7F: 3 clusters Score -1438798 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1439342.125000 Penalty: 4793.166992
	Iteration 8Q: 3 clusters Score -1439342 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1439744.250000 Penalty: 4793.166992
	Iteration 9Q: 3 clusters Score -1439744 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1440030.250000 Penalty: 4793.166992
	Iteration 10Q: 3 clusters Score -1440030 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1440225.500000 Penalty: 4793.166992
	Iteration 11Q: 3 clusters Score -1440226 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1440377.250000 Penalty: 4793.166992
	Iteration 12Q: 3 clusters Score -1440377 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1440469.750000 Penalty: 4793.166992
	Iteration 13Q: 3 clusters Score -1440470 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1440524.625000 Penalty: 4793.166992
	Iteration 14Q: 3 clusters Score -1440525 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1440556.250000 Penalty: 4793.166992
	Iteration 15Q: 3 clusters Score -1440556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1440579.250000 Penalty: 4793.166992
	Iteration 16Q: 3 clusters Score -1440579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1440602.500000 Penalty: 4793.166992
	Iteration 17Q: 3 clusters Score -1440602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1440628.375000 Penalty: 4793.166992
	Iteration 18Q: 3 clusters Score -1440628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1440636.250000 Penalty: 4793.166992
	Iteration 19Q: 3 clusters Score -1440636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1440645.625000 Penalty: 4793.166992
	Iteration 20F: 3 clusters Score -1440646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1440656.625000 Penalty: 4793.166992
	Iteration 21Q: 3 clusters Score -1440657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1440674.250000 Penalty: 4793.166992
	Iteration 22Q: 3 clusters Score -1440674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1440674.625000 Penalty: 4793.166992
	Iteration 23Q: 3 clusters Score -1440675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1440682.500000 Penalty: 4793.166992
	Iteration 24Q: 3 clusters Score -1440682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1440690.125000 Penalty: 4793.166992
	Iteration 25Q: 3 clusters Score -1440690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1440700.500000 Penalty: 4793.166992
	Iteration 26Q: 3 clusters Score -1440700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1440701.250000 Penalty: 4793.166992
	Iteration 27Q: 3 clusters Score -1440701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1440712.500000 Penalty: 4793.166992
	Iteration 28Q: 3 clusters Score -1440712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1440723.875000 Penalty: 4793.166992
	Iteration 29Q: 3 clusters Score -1440724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1440730.625000 Penalty: 4793.166992
	Iteration 30Q: 3 clusters Score -1440731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1440739.625000 Penalty: 4793.166992
	Iteration 31Q: 3 clusters Score -1440740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1440749.125000 Penalty: 4793.166992
	Iteration 32Q: 3 clusters Score -1440749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1440758.375000 Penalty: 4793.166992
	Iteration 33Q: 3 clusters Score -1440758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1440767.375000 Penalty: 4793.166992
	Iteration 34Q: 3 clusters Score -1440767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1440776.750000 Penalty: 4793.166992
	Iteration 35Q: 3 clusters Score -1440777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1440781.125000 Penalty: 4793.166992
	Iteration 36Q: 3 clusters Score -1440781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1440786.750000 Penalty: 4793.166992
	Iteration 37Q: 3 clusters Score -1440787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1440787.125000 Penalty: 4793.166992
	Iteration 38Q: 3 clusters Score -1440787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1440793.125000 Penalty: 4793.166992
	Iteration 39Q: 3 clusters Score -1440793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1440806.250000 Penalty: 4793.166992
	Iteration 40F: 3 clusters Score -1440806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1440809.375000 Penalty: 4793.166992
	Iteration 41Q: 3 clusters Score -1440809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1440815.375000 Penalty: 4793.166992
	Iteration 42Q: 3 clusters Score -1440815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1440823.000000 Penalty: 4793.166992
	Iteration 43Q: 3 clusters Score -1440823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1440831.500000 Penalty: 4793.166992
	Iteration 44Q: 3 clusters Score -1440832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1440844.000000 Penalty: 4793.166992
	Iteration 45Q: 3 clusters Score -1440844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1440859.500000 Penalty: 4793.166992
	Iteration 46Q: 3 clusters Score -1440860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1440875.125000 Penalty: 4793.166992
	Iteration 47Q: 3 clusters Score -1440875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1440890.500000 Penalty: 4793.166992
	Iteration 48Q: 3 clusters Score -1440890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1440904.250000 Penalty: 4793.166992
	Iteration 49Q: 3 clusters Score -1440904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1440910.375000 Penalty: 4793.166992
	Iteration 50Q: 3 clusters Score -1440910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1440908.500000 Penalty: 4793.166992
	Iteration 51Q: 3 clusters Score -1440908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1440921.500000 Penalty: 4793.166992
	Iteration 52Q: 3 clusters Score -1440922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1440927.375000 Penalty: 4793.166992
	Iteration 53Q: 3 clusters Score -1440927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1440940.625000 Penalty: 4793.166992
	Iteration 54Q: 3 clusters Score -1440941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1440946.250000 Penalty: 4793.166992
	Iteration 55Q: 3 clusters Score -1440946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1440953.625000 Penalty: 4793.166992
	Iteration 56Q: 3 clusters Score -1440954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1440961.250000 Penalty: 4793.166992
	Iteration 57Q: 3 clusters Score -1440961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1440963.625000 Penalty: 4793.166992
	Iteration 58Q: 3 clusters Score -1440964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1440967.000000 Penalty: 4793.166992
	Iteration 59Q: 3 clusters Score -1440967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1440972.000000 Penalty: 4793.166992
	Iteration 60F: 3 clusters Score -1440972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1440967.000000 Penalty: 4793.166992
	Iteration 61Q: 3 clusters Score -1440967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1440970.875000 Penalty: 4793.166992
	Iteration 62Q: 3 clusters Score -1440971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1440976.125000 Penalty: 4793.166992
	Iteration 63Q: 3 clusters Score -1440976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1440979.375000 Penalty: 4793.166992
	Iteration 64Q: 3 clusters Score -1440979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1440985.125000 Penalty: 4793.166992
	Iteration 65Q: 3 clusters Score -1440985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1440987.250000 Penalty: 4793.166992
	Iteration 66Q: 3 clusters Score -1440987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1440990.875000 Penalty: 4793.166992
	Iteration 67Q: 3 clusters Score -1440991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1440991.125000 Penalty: 4793.166992
	Iteration 68Q: 3 clusters Score -1440991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1440991.625000 Penalty: 4793.166992
	Iteration 69Q: 3 clusters Score -1440992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1440991.250000 Penalty: 4793.166992
	Iteration 70Q: 3 clusters Score -1440991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1440989.625000 Penalty: 4793.166992
	Iteration 71Q: 3 clusters Score -1440990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1440995.750000 Penalty: 4793.166992
	Iteration 72Q: 3 clusters Score -1440996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1440994.500000 Penalty: 4793.166992
	Iteration 73Q: 3 clusters Score -1440994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1440993.625000 Penalty: 4793.166992
	Iteration 74Q: 3 clusters Score -1440994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1440997.375000 Penalty: 4793.166992
	Iteration 75Q: 3 clusters Score -1440997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1440995.375000 Penalty: 4793.166992
	Iteration 76Q: 3 clusters Score -1440995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1440996.000000 Penalty: 4793.166992
	Iteration 77Q: 3 clusters Score -1440996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1441002.875000 Penalty: 4793.166992
	Iteration 78Q: 3 clusters Score -1441003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1441008.875000 Penalty: 4793.166992
	Iteration 79Q: 3 clusters Score -1441009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1441004.375000 Penalty: 4793.166992
	Iteration 80F: 3 clusters Score -1441004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1441000.625000 Penalty: 4793.166992
	Iteration 81Q: 3 clusters Score -1441001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1441003.125000 Penalty: 4793.166992
	Iteration 82Q: 3 clusters Score -1441003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1441004.500000 Penalty: 4793.166992
	Iteration 83Q: 3 clusters Score -1441004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1441010.250000 Penalty: 4793.166992
	Iteration 84Q: 3 clusters Score -1441010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1441008.375000 Penalty: 4793.166992
	Iteration 85Q: 3 clusters Score -1441008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1441010.000000 Penalty: 4793.166992
	Iteration 86Q: 3 clusters Score -1441010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1441016.000000 Penalty: 4793.166992
	Iteration 87Q: 3 clusters Score -1441016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1441021.375000 Penalty: 4793.166992
	Iteration 88Q: 3 clusters Score -1441021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1441023.625000 Penalty: 4793.166992
	Iteration 89Q: 3 clusters Score -1441024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1441028.250000 Penalty: 4793.166992
	Iteration 90Q: 3 clusters Score -1441028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1441027.625000 Penalty: 4793.166992
	Iteration 91Q: 3 clusters Score -1441028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1441031.250000 Penalty: 4793.166992
	Iteration 92Q: 3 clusters Score -1441031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1441032.625000 Penalty: 4793.166992
	Iteration 93Q: 3 clusters Score -1441033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1441036.375000 Penalty: 4793.166992
	Iteration 94Q: 3 clusters Score -1441036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1441040.250000 Penalty: 4793.166992
	Iteration 95Q: 3 clusters Score -1441040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1441041.125000 Penalty: 4793.166992
	Iteration 96Q: 3 clusters Score -1441041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1441040.750000 Penalty: 4793.166992
	Iteration 97Q: 3 clusters Score -1441041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1441043.125000 Penalty: 4793.166992
	Iteration 98Q: 3 clusters Score -1441043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1441045.500000 Penalty: 4793.166992
	Iteration 99Q: 3 clusters Score -1441046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1441045.250000 Penalty: 4793.166992
	Iteration 100F: 3 clusters Score -1441045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1441047.250000 Penalty: 4793.166992
	Iteration 101Q: 3 clusters Score -1441047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1441047.500000 Penalty: 4793.166992
	Iteration 102Q: 3 clusters Score -1441048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1441048.250000 Penalty: 4793.166992
	Iteration 103Q: 3 clusters Score -1441048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1441054.500000 Penalty: 4793.166992
	Iteration 104Q: 3 clusters Score -1441054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1441056.875000 Penalty: 4793.166992
	Iteration 105Q: 3 clusters Score -1441057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1441058.500000 Penalty: 4793.166992
	Iteration 106Q: 3 clusters Score -1441058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1441057.500000 Penalty: 4793.166992
	Iteration 107Q: 3 clusters Score -1441058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1441060.625000 Penalty: 4793.166992
	Iteration 108Q: 3 clusters Score -1441061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1441068.250000 Penalty: 4793.166992
	Iteration 109Q: 3 clusters Score -1441068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1441073.125000 Penalty: 4793.166992
	Iteration 110Q: 3 clusters Score -1441073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1441075.375000 Penalty: 4793.166992
	Iteration 111Q: 3 clusters Score -1441075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1441078.000000 Penalty: 4793.166992
	Iteration 112Q: 3 clusters Score -1441078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1441079.625000 Penalty: 4793.166992
	Iteration 113Q: 3 clusters Score -1441080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1441080.500000 Penalty: 4793.166992
	Iteration 114Q: 3 clusters Score -1441080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1441081.625000 Penalty: 4793.166992
	Iteration 115Q: 3 clusters Score -1441082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1441082.125000 Penalty: 4793.166992
	Iteration 116Q: 3 clusters Score -1441082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1441088.875000 Penalty: 4793.166992
	Iteration 117Q: 3 clusters Score -1441089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1441102.875000 Penalty: 4793.166992
	Iteration 118Q: 3 clusters Score -1441103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1441100.375000 Penalty: 4793.166992
	Iteration 119Q: 3 clusters Score -1441100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1441100.625000 Penalty: 4793.166992
	Iteration 120F: 3 clusters Score -1441101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1441104.750000 Penalty: 4793.166992
	Iteration 121Q: 3 clusters Score -1441105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1441105.250000 Penalty: 4793.166992
	Iteration 122Q: 3 clusters Score -1441105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1441107.000000 Penalty: 4793.166992
	Iteration 123Q: 3 clusters Score -1441107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1441109.750000 Penalty: 4793.166992
	Iteration 124Q: 3 clusters Score -1441110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1441114.750000 Penalty: 4793.166992
	Iteration 125Q: 3 clusters Score -1441115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1441118.500000 Penalty: 4793.166992
	Iteration 126Q: 3 clusters Score -1441118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1441126.125000 Penalty: 4793.166992
	Iteration 127Q: 3 clusters Score -1441126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1441126.875000 Penalty: 4793.166992
	Iteration 128Q: 3 clusters Score -1441127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1441131.375000 Penalty: 4793.166992
	Iteration 129Q: 3 clusters Score -1441131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1441131.375000 Penalty: 4793.166992
	Iteration 130Q: 3 clusters Score -1441131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1441136.125000 Penalty: 4793.166992
	Iteration 131Q: 3 clusters Score -1441136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1441138.000000 Penalty: 4793.166992
	Iteration 132Q: 3 clusters Score -1441138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1441142.625000 Penalty: 4793.166992
	Iteration 133Q: 3 clusters Score -1441143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1441141.125000 Penalty: 4793.166992
	Iteration 134Q: 3 clusters Score -1441141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1441141.125000 Penalty: 4793.166992
	Iteration 135F: 3 clusters Score -1441141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -233081.953125 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -233082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -230010.156250 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -230010.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -231115.578125 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -231115.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -231526.984375 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -231527 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -231763.281250 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -231763.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -231912.484375 Penalty: 3958.600586
	Iteration 4F: 3 clusters Score -231912.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -232030.031250 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -232030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -232143.937500 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -232143.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -232227.828125 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -232227.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -232290.875000 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -232290.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -232345.765625 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -232345.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -232375.578125 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -232375.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -232398.890625 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -232398.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -232416.843750 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -232416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -232427.250000 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -232427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -232440.109375 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -232440.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -232450.765625 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -232450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -232456.609375 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -232456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -232462.046875 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -232462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -232472.265625 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -232472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -232478.125000 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -232478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -232481.609375 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -232481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -232484.921875 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -232484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -232486.875000 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -232486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -232489.609375 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -232489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -232498.453125 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -232498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -232511.265625 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -232511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -232521.593750 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -232521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -232538.968750 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -232539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -232560.453125 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -232560.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -232576.625000 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -232576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -232582.984375 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -232583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -232585.484375 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -232585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -232590.984375 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -232591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -232595.906250 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -232595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -232597.921875 Penalty: 3958.600586
	Iteration 34Q: 3 clusters Score -232597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -232603.437500 Penalty: 3958.600586
	Iteration 35Q: 3 clusters Score -232603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -232612.718750 Penalty: 3958.600586
	Iteration 36Q: 3 clusters Score -232612.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -232624.265625 Penalty: 3958.600586
	Iteration 37Q: 3 clusters Score -232624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -232632.109375 Penalty: 3958.600586
	Iteration 38Q: 3 clusters Score -232632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -232638.843750 Penalty: 3958.600586
	Iteration 39Q: 3 clusters Score -232638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -232645.796875 Penalty: 3958.600586
	Iteration 40F: 3 clusters Score -232645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -232649.203125 Penalty: 3958.600586
	Iteration 41Q: 3 clusters Score -232649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -232650.484375 Penalty: 3958.600586
	Iteration 42Q: 3 clusters Score -232650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -232650.484375 Penalty: 3958.600586
	Iteration 43F: 3 clusters Score -232650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -176718.656250 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -176718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -174130.921875 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -174130.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -174630.953125 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -174631 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -174879.187500 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -174879.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -175080.156250 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -175080.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -175273.156250 Penalty: 3768.557373
	Iteration 4F: 3 clusters Score -175273.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -175419.968750 Penalty: 3768.557373
	Iteration 5F: 3 clusters Score -175420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -175562.000000 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -175562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -175741.796875 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -175741.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -175875.375000 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -175875.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -175951.359375 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -175951.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -175997.640625 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -175997.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -176025.281250 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -176025.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -176054.484375 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -176054.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -176077.531250 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -176077.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -176094.562500 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -176094.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -176116.281250 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -176116.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -176128.140625 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -176128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -176134.531250 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -176134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -176140.234375 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -176140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -176144.265625 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -176144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -176145.515625 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -176145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -176150.000000 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -176150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -176153.828125 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -176153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -176154.359375 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -176154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -176154.359375 Penalty: 3768.557373
	Iteration 24F: 3 clusters Score -176154.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Entering Unmasked Estep 
Score: -1019584.812500 Penalty: 2299.875488
	Iteration 0F: 2 clusters Score -1019585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1011549.875000 Penalty: 4599.750977
	Iteration 0F: 3 clusters Score -1011550 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1013980.437500 Penalty: 4599.750977
	Iteration 1F: 3 clusters Score -1013980 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1014355.687500 Penalty: 4599.750977
	Iteration 2F: 3 clusters Score -1014356 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1014707.125000 Penalty: 4599.750977
	Iteration 3F: 3 clusters Score -1014707 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1015066.125000 Penalty: 4599.750977
	Iteration 4F: 3 clusters Score -1015066 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1015403.875000 Penalty: 4599.750977
	Iteration 5F: 3 clusters Score -1015404 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1015721.125000 Penalty: 4599.750977
	Iteration 6Q: 3 clusters Score -1015721 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1015998.250000 Penalty: 4599.750977
	Iteration 7Q: 3 clusters Score -1015998 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1016230.062500 Penalty: 4599.750977
	Iteration 8Q: 3 clusters Score -1016230 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1016450.437500 Penalty: 4599.750977
	Iteration 9Q: 3 clusters Score -1016450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1016618.125000 Penalty: 4599.750977
	Iteration 10Q: 3 clusters Score -1016618 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1016745.875000 Penalty: 4599.750977
	Iteration 11Q: 3 clusters Score -1016746 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1016861.937500 Penalty: 4599.750977
	Iteration 12Q: 3 clusters Score -1016862 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1016974.375000 Penalty: 4599.750977
	Iteration 13Q: 3 clusters Score -1016974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1017074.875000 Penalty: 4599.750977
	Iteration 14Q: 3 clusters Score -1017075 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1017160.250000 Penalty: 4599.750977
	Iteration 15Q: 3 clusters Score -1017160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1017231.937500 Penalty: 4599.750977
	Iteration 16Q: 3 clusters Score -1017232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1017287.812500 Penalty: 4599.750977
	Iteration 17Q: 3 clusters Score -1017288 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1017339.500000 Penalty: 4599.750977
	Iteration 18Q: 3 clusters Score -1017340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1017390.812500 Penalty: 4599.750977
	Iteration 19Q: 3 clusters Score -1017391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1017446.312500 Penalty: 4599.750977
	Iteration 20F: 3 clusters Score -1017446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1017498.437500 Penalty: 4599.750977
	Iteration 21Q: 3 clusters Score -1017498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1017536.812500 Penalty: 4599.750977
	Iteration 22Q: 3 clusters Score -1017537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1017568.875000 Penalty: 4599.750977
	Iteration 23Q: 3 clusters Score -1017569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1017600.250000 Penalty: 4599.750977
	Iteration 24Q: 3 clusters Score -1017600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1017618.875000 Penalty: 4599.750977
	Iteration 25Q: 3 clusters Score -1017619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1017635.625000 Penalty: 4599.750977
	Iteration 26Q: 3 clusters Score -1017636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1017649.937500 Penalty: 4599.750977
	Iteration 27Q: 3 clusters Score -1017650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1017659.250000 Penalty: 4599.750977
	Iteration 28Q: 3 clusters Score -1017659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1017667.250000 Penalty: 4599.750977
	Iteration 29Q: 3 clusters Score -1017667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1017677.875000 Penalty: 4599.750977
	Iteration 30Q: 3 clusters Score -1017678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1017692.937500 Penalty: 4599.750977
	Iteration 31Q: 3 clusters Score -1017693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1017701.187500 Penalty: 4599.750977
	Iteration 32Q: 3 clusters Score -1017701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1017712.500000 Penalty: 4599.750977
	Iteration 33Q: 3 clusters Score -1017712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1017734.437500 Penalty: 4599.750977
	Iteration 34Q: 3 clusters Score -1017734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1017749.500000 Penalty: 4599.750977
	Iteration 35Q: 3 clusters Score -1017750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1017766.500000 Penalty: 4599.750977
	Iteration 36Q: 3 clusters Score -1017766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1017776.687500 Penalty: 4599.750977
	Iteration 37Q: 3 clusters Score -1017777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1017783.375000 Penalty: 4599.750977
	Iteration 38Q: 3 clusters Score -1017783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1017797.187500 Penalty: 4599.750977
	Iteration 39Q: 3 clusters Score -1017797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1017800.312500 Penalty: 4599.750977
	Iteration 40F: 3 clusters Score -1017800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1017804.812500 Penalty: 4599.750977
	Iteration 41Q: 3 clusters Score -1017805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1017807.812500 Penalty: 4599.750977
	Iteration 42Q: 3 clusters Score -1017808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1017812.250000 Penalty: 4599.750977
	Iteration 43Q: 3 clusters Score -1017812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1017814.625000 Penalty: 4599.750977
	Iteration 44Q: 3 clusters Score -1017815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1017821.375000 Penalty: 4599.750977
	Iteration 45Q: 3 clusters Score -1017821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1017820.812500 Penalty: 4599.750977
	Iteration 46Q: 3 clusters Score -1017821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1017829.812500 Penalty: 4599.750977
	Iteration 47Q: 3 clusters Score -1017830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1017839.562500 Penalty: 4599.750977
	Iteration 48Q: 3 clusters Score -1017840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1017847.437500 Penalty: 4599.750977
	Iteration 49Q: 3 clusters Score -1017847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1017851.500000 Penalty: 4599.750977
	Iteration 50Q: 3 clusters Score -1017852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1017857.125000 Penalty: 4599.750977
	Iteration 51Q: 3 clusters Score -1017857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1017859.437500 Penalty: 4599.750977
	Iteration 52Q: 3 clusters Score -1017859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1017862.312500 Penalty: 4599.750977
	Iteration 53Q: 3 clusters Score -1017862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1017863.125000 Penalty: 4599.750977
	Iteration 54Q: 3 clusters Score -1017863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1017864.750000 Penalty: 4599.750977
	Iteration 55Q: 3 clusters Score -1017865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1017865.125000 Penalty: 4599.750977
	Iteration 56Q: 3 clusters Score -1017865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1017865.125000 Penalty: 4599.750977
	Iteration 57F: 3 clusters Score -1017865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -1545103.500000 Penalty: 2399.482178
	Iteration 0F: 2 clusters Score -1545104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1533602.125000 Penalty: 4798.964355
	Iteration 0F: 3 clusters Score -1533602 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1537463.125000 Penalty: 4798.964355
	Iteration 1F: 3 clusters Score -1537463 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1537973.250000 Penalty: 4798.964355
	Iteration 2F: 3 clusters Score -1537973 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1538404.250000 Penalty: 4798.964355
	Iteration 3F: 3 clusters Score -1538404 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1538775.000000 Penalty: 4798.964355
	Iteration 4F: 3 clusters Score -1538775 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1539141.750000 Penalty: 4798.964355
	Iteration 5Q: 3 clusters Score -1539142 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1539527.625000 Penalty: 4798.964355
	Iteration 6Q: 3 clusters Score -1539528 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1539948.125000 Penalty: 4798.964355
	Iteration 7Q: 3 clusters Score -1539948 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1540423.250000 Penalty: 4798.964355
	Iteration 8Q: 3 clusters Score -1540423 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1540944.125000 Penalty: 4798.964355
	Iteration 9Q: 3 clusters Score -1540944 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1541478.375000 Penalty: 4798.964355
	Iteration 10Q: 3 clusters Score -1541478 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1541948.000000 Penalty: 4798.964355
	Iteration 11Q: 3 clusters Score -1541948 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1542348.625000 Penalty: 4798.964355
	Iteration 12Q: 3 clusters Score -1542349 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1542686.125000 Penalty: 4798.964355
	Iteration 13Q: 3 clusters Score -1542686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1542950.250000 Penalty: 4798.964355
	Iteration 14Q: 3 clusters Score -1542950 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1543142.500000 Penalty: 4798.964355
	Iteration 15Q: 3 clusters Score -1543142 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1543271.125000 Penalty: 4798.964355
	Iteration 16Q: 3 clusters Score -1543271 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1543370.125000 Penalty: 4798.964355
	Iteration 17Q: 3 clusters Score -1543370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1543432.000000 Penalty: 4798.964355
	Iteration 18Q: 3 clusters Score -1543432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1543467.625000 Penalty: 4798.964355
	Iteration 19Q: 3 clusters Score -1543468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1543499.250000 Penalty: 4798.964355
	Iteration 20F: 3 clusters Score -1543499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1543517.375000 Penalty: 4798.964355
	Iteration 21Q: 3 clusters Score -1543517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1543539.250000 Penalty: 4798.964355
	Iteration 22Q: 3 clusters Score -1543539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1543550.750000 Penalty: 4798.964355
	Iteration 23Q: 3 clusters Score -1543551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1543559.125000 Penalty: 4798.964355
	Iteration 24Q: 3 clusters Score -1543559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1543570.750000 Penalty: 4798.964355
	Iteration 25Q: 3 clusters Score -1543571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1543576.000000 Penalty: 4798.964355
	Iteration 26Q: 3 clusters Score -1543576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1543576.500000 Penalty: 4798.964355
	Iteration 27Q: 3 clusters Score -1543576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1543577.500000 Penalty: 4798.964355
	Iteration 28Q: 3 clusters Score -1543578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1543577.875000 Penalty: 4798.964355
	Iteration 29Q: 3 clusters Score -1543578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1543578.875000 Penalty: 4798.964355
	Iteration 30Q: 3 clusters Score -1543579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1543583.125000 Penalty: 4798.964355
	Iteration 31Q: 3 clusters Score -1543583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1543584.625000 Penalty: 4798.964355
	Iteration 32Q: 3 clusters Score -1543585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1543589.250000 Penalty: 4798.964355
	Iteration 33Q: 3 clusters Score -1543589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1543586.500000 Penalty: 4798.964355
	Iteration 34Q: 3 clusters Score -1543586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1543593.750000 Penalty: 4798.964355
	Iteration 35Q: 3 clusters Score -1543594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1543591.500000 Penalty: 4798.964355
	Iteration 36Q: 3 clusters Score -1543592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1543591.625000 Penalty: 4798.964355
	Iteration 37Q: 3 clusters Score -1543592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1543591.625000 Penalty: 4798.964355
	Iteration 38F: 3 clusters Score -1543592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Entering Unmasked Estep 
Score: -1063019.875000 Penalty: 2300.224365
	Iteration 0F: 2 clusters Score -1063020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1054871.875000 Penalty: 4600.448730
	Iteration 0F: 3 clusters Score -1054872 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1057357.375000 Penalty: 4600.448730
	Iteration 1F: 3 clusters Score -1057357 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1057674.250000 Penalty: 4600.448730
	Iteration 2F: 3 clusters Score -1057674 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1057905.625000 Penalty: 4600.448730
	Iteration 3F: 3 clusters Score -1057906 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1058096.875000 Penalty: 4600.448730
	Iteration 4Q: 3 clusters Score -1058097 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1058296.500000 Penalty: 4600.448730
	Iteration 5Q: 3 clusters Score -1058296 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1058519.875000 Penalty: 4600.448730
	Iteration 6Q: 3 clusters Score -1058520 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1058776.875000 Penalty: 4600.448730
	Iteration 7Q: 3 clusters Score -1058777 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1059054.125000 Penalty: 4600.448730
	Iteration 8Q: 3 clusters Score -1059054 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1059403.750000 Penalty: 4600.448730
	Iteration 9Q: 3 clusters Score -1059404 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1059776.750000 Penalty: 4600.448730
	Iteration 10Q: 3 clusters Score -1059777 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1060128.375000 Penalty: 4600.448730
	Iteration 11Q: 3 clusters Score -1060128 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1060393.500000 Penalty: 4600.448730
	Iteration 12Q: 3 clusters Score -1060394 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1060601.375000 Penalty: 4600.448730
	Iteration 13Q: 3 clusters Score -1060601 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1060766.875000 Penalty: 4600.448730
	Iteration 14Q: 3 clusters Score -1060767 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1060918.875000 Penalty: 4600.448730
	Iteration 15Q: 3 clusters Score -1060919 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1061089.125000 Penalty: 4600.448730
	Iteration 16Q: 3 clusters Score -1061089 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1061357.375000 Penalty: 4600.448730
	Iteration 17Q: 3 clusters Score -1061357 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1061895.125000 Penalty: 4600.448730
	Iteration 18Q: 3 clusters Score -1061895 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1062796.750000 Penalty: 4600.448730
	Iteration 19Q: 3 clusters Score -1062797 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1063217.750000 Penalty: 4600.448730
	Iteration 20F: 3 clusters Score -1063218 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1063376.500000 Penalty: 4600.448730
	Iteration 21Q: 3 clusters Score -1063376 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1063562.250000 Penalty: 4600.448730
	Iteration 22Q: 3 clusters Score -1063562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1063816.625000 Penalty: 4600.448730
	Iteration 23Q: 3 clusters Score -1063817 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1064173.375000 Penalty: 4600.448730
	Iteration 24Q: 3 clusters Score -1064173 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1064741.500000 Penalty: 4600.448730
	Iteration 25Q: 3 clusters Score -1064742 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1065561.625000 Penalty: 4600.448730
	Iteration 26Q: 3 clusters Score -1065562 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1066539.500000 Penalty: 4600.448730
	Iteration 27Q: 3 clusters Score -1066540 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1067340.000000 Penalty: 4600.448730
	Iteration 28Q: 3 clusters Score -1067340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1067858.750000 Penalty: 4600.448730
	Iteration 29Q: 3 clusters Score -1067859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1068083.750000 Penalty: 4600.448730
	Iteration 30Q: 3 clusters Score -1068084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1068151.750000 Penalty: 4600.448730
	Iteration 31Q: 3 clusters Score -1068152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1068164.500000 Penalty: 4600.448730
	Iteration 32Q: 3 clusters Score -1068164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1068177.375000 Penalty: 4600.448730
	Iteration 33Q: 3 clusters Score -1068177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1068180.000000 Penalty: 4600.448730
	Iteration 34Q: 3 clusters Score -1068180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1068179.125000 Penalty: 4600.448730
	Iteration 35Q: 3 clusters Score -1068179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1068306.250000 Penalty: 4600.448730
	Iteration 36F: 3 clusters Score -1068306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1068363.250000 Penalty: 4600.448730
	Iteration 37Q: 3 clusters Score -1068363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1068368.500000 Penalty: 4600.448730
	Iteration 38Q: 3 clusters Score -1068368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1068370.000000 Penalty: 4600.448730
	Iteration 39Q: 3 clusters Score -1068370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1068370.000000 Penalty: 4600.448730
	Iteration 40F: 3 clusters Score -1068370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 65760 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 7561 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Mstep: Class 37 contains 5933 members 
Mstep: Class 38 contains 4918 members 
Entering Unmasked Estep 
Score: -58889224.000000 Penalty: 125787.593750
Splitting cluster 12 changes total score from -58884196.000000 to -58889224.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (23065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Entering Unmasked Estep 
Score: -2288488.250000 Penalty: 2491.425781
	Iteration 0F: 2 clusters Score -2288488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2272371.000000 Penalty: 4982.851562
	Iteration 0F: 3 clusters Score -2272371 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2278236.250000 Penalty: 4982.851562
	Iteration 1F: 3 clusters Score -2278236 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2278911.750000 Penalty: 4982.851562
	Iteration 2F: 3 clusters Score -2278912 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2279696.500000 Penalty: 4982.851562
	Iteration 3F: 3 clusters Score -2279696 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2280625.250000 Penalty: 4982.851562
	Iteration 4F: 3 clusters Score -2280625 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2281658.250000 Penalty: 4982.851562
	Iteration 5F: 3 clusters Score -2281658 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2282692.250000 Penalty: 4982.851562
	Iteration 6F: 3 clusters Score -2282692 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2283528.250000 Penalty: 4982.851562
	Iteration 7F: 3 clusters Score -2283528 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2284164.500000 Penalty: 4982.851562
	Iteration 8Q: 3 clusters Score -2284164 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2284631.750000 Penalty: 4982.851562
	Iteration 9Q: 3 clusters Score -2284632 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2284961.000000 Penalty: 4982.851562
	Iteration 10Q: 3 clusters Score -2284961 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2285163.250000 Penalty: 4982.851562
	Iteration 11Q: 3 clusters Score -2285163 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2285276.250000 Penalty: 4982.851562
	Iteration 12Q: 3 clusters Score -2285276 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2285343.500000 Penalty: 4982.851562
	Iteration 13Q: 3 clusters Score -2285344 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2285395.000000 Penalty: 4982.851562
	Iteration 14Q: 3 clusters Score -2285395 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2285430.000000 Penalty: 4982.851562
	Iteration 15Q: 3 clusters Score -2285430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2285478.000000 Penalty: 4982.851562
	Iteration 16Q: 3 clusters Score -2285478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2285524.250000 Penalty: 4982.851562
	Iteration 17Q: 3 clusters Score -2285524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2285550.750000 Penalty: 4982.851562
	Iteration 18Q: 3 clusters Score -2285551 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2285578.500000 Penalty: 4982.851562
	Iteration 19Q: 3 clusters Score -2285578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2285595.250000 Penalty: 4982.851562
	Iteration 20F: 3 clusters Score -2285595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2285615.000000 Penalty: 4982.851562
	Iteration 21Q: 3 clusters Score -2285615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2285640.000000 Penalty: 4982.851562
	Iteration 22Q: 3 clusters Score -2285640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2285651.000000 Penalty: 4982.851562
	Iteration 23Q: 3 clusters Score -2285651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2285664.500000 Penalty: 4982.851562
	Iteration 24Q: 3 clusters Score -2285664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2285678.500000 Penalty: 4982.851562
	Iteration 25Q: 3 clusters Score -2285678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2285696.250000 Penalty: 4982.851562
	Iteration 26Q: 3 clusters Score -2285696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2285705.000000 Penalty: 4982.851562
	Iteration 27Q: 3 clusters Score -2285705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2285718.250000 Penalty: 4982.851562
	Iteration 28Q: 3 clusters Score -2285718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2285731.250000 Penalty: 4982.851562
	Iteration 29Q: 3 clusters Score -2285731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2285738.250000 Penalty: 4982.851562
	Iteration 30Q: 3 clusters Score -2285738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2285742.500000 Penalty: 4982.851562
	Iteration 31Q: 3 clusters Score -2285742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2285753.750000 Penalty: 4982.851562
	Iteration 32Q: 3 clusters Score -2285754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2285770.750000 Penalty: 4982.851562
	Iteration 33Q: 3 clusters Score -2285771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2285780.000000 Penalty: 4982.851562
	Iteration 34Q: 3 clusters Score -2285780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2285787.750000 Penalty: 4982.851562
	Iteration 35Q: 3 clusters Score -2285788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2285805.250000 Penalty: 4982.851562
	Iteration 36Q: 3 clusters Score -2285805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2285821.500000 Penalty: 4982.851562
	Iteration 37Q: 3 clusters Score -2285822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2285827.750000 Penalty: 4982.851562
	Iteration 38Q: 3 clusters Score -2285828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2285842.000000 Penalty: 4982.851562
	Iteration 39Q: 3 clusters Score -2285842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2285851.250000 Penalty: 4982.851562
	Iteration 40F: 3 clusters Score -2285851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2285857.750000 Penalty: 4982.851562
	Iteration 41Q: 3 clusters Score -2285858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2285873.750000 Penalty: 4982.851562
	Iteration 42Q: 3 clusters Score -2285874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2285884.250000 Penalty: 4982.851562
	Iteration 43Q: 3 clusters Score -2285884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2285890.000000 Penalty: 4982.851562
	Iteration 44Q: 3 clusters Score -2285890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2285906.750000 Penalty: 4982.851562
	Iteration 45Q: 3 clusters Score -2285907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2285914.750000 Penalty: 4982.851562
	Iteration 46Q: 3 clusters Score -2285915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2285923.250000 Penalty: 4982.851562
	Iteration 47Q: 3 clusters Score -2285923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2285933.000000 Penalty: 4982.851562
	Iteration 48Q: 3 clusters Score -2285933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2285952.000000 Penalty: 4982.851562
	Iteration 49Q: 3 clusters Score -2285952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2285962.250000 Penalty: 4982.851562
	Iteration 50Q: 3 clusters Score -2285962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2285969.750000 Penalty: 4982.851562
	Iteration 51Q: 3 clusters Score -2285970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2285976.750000 Penalty: 4982.851562
	Iteration 52Q: 3 clusters Score -2285977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2285990.500000 Penalty: 4982.851562
	Iteration 53Q: 3 clusters Score -2285990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2285994.750000 Penalty: 4982.851562
	Iteration 54Q: 3 clusters Score -2285995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2285999.500000 Penalty: 4982.851562
	Iteration 55Q: 3 clusters Score -2286000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2286011.000000 Penalty: 4982.851562
	Iteration 56Q: 3 clusters Score -2286011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2286016.500000 Penalty: 4982.851562
	Iteration 57Q: 3 clusters Score -2286016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2286023.750000 Penalty: 4982.851562
	Iteration 58Q: 3 clusters Score -2286024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2286029.500000 Penalty: 4982.851562
	Iteration 59Q: 3 clusters Score -2286030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2286041.750000 Penalty: 4982.851562
	Iteration 60F: 3 clusters Score -2286042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2286054.750000 Penalty: 4982.851562
	Iteration 61Q: 3 clusters Score -2286055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2286054.250000 Penalty: 4982.851562
	Iteration 62Q: 3 clusters Score -2286054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2286064.500000 Penalty: 4982.851562
	Iteration 63Q: 3 clusters Score -2286064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2286067.750000 Penalty: 4982.851562
	Iteration 64Q: 3 clusters Score -2286068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2286069.500000 Penalty: 4982.851562
	Iteration 65Q: 3 clusters Score -2286070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2286075.000000 Penalty: 4982.851562
	Iteration 66Q: 3 clusters Score -2286075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2286080.750000 Penalty: 4982.851562
	Iteration 67Q: 3 clusters Score -2286081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2286082.750000 Penalty: 4982.851562
	Iteration 68Q: 3 clusters Score -2286083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2286085.000000 Penalty: 4982.851562
	Iteration 69Q: 3 clusters Score -2286085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2286089.750000 Penalty: 4982.851562
	Iteration 70Q: 3 clusters Score -2286090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2286090.000000 Penalty: 4982.851562
	Iteration 71Q: 3 clusters Score -2286090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2286094.250000 Penalty: 4982.851562
	Iteration 72Q: 3 clusters Score -2286094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2286102.750000 Penalty: 4982.851562
	Iteration 73Q: 3 clusters Score -2286103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2286107.000000 Penalty: 4982.851562
	Iteration 74Q: 3 clusters Score -2286107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2286112.250000 Penalty: 4982.851562
	Iteration 75Q: 3 clusters Score -2286112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2286118.750000 Penalty: 4982.851562
	Iteration 76Q: 3 clusters Score -2286119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2286121.750000 Penalty: 4982.851562
	Iteration 77Q: 3 clusters Score -2286122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2286127.500000 Penalty: 4982.851562
	Iteration 78Q: 3 clusters Score -2286128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2286135.250000 Penalty: 4982.851562
	Iteration 79Q: 3 clusters Score -2286135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2286139.250000 Penalty: 4982.851562
	Iteration 80F: 3 clusters Score -2286139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2286142.000000 Penalty: 4982.851562
	Iteration 81Q: 3 clusters Score -2286142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2286144.500000 Penalty: 4982.851562
	Iteration 82Q: 3 clusters Score -2286144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2286151.750000 Penalty: 4982.851562
	Iteration 83Q: 3 clusters Score -2286152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2286154.000000 Penalty: 4982.851562
	Iteration 84Q: 3 clusters Score -2286154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2286154.500000 Penalty: 4982.851562
	Iteration 85Q: 3 clusters Score -2286154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2286158.000000 Penalty: 4982.851562
	Iteration 86Q: 3 clusters Score -2286158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2286161.000000 Penalty: 4982.851562
	Iteration 87Q: 3 clusters Score -2286161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2286159.000000 Penalty: 4982.851562
	Iteration 88Q: 3 clusters Score -2286159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2286161.000000 Penalty: 4982.851562
	Iteration 89Q: 3 clusters Score -2286161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2286161.750000 Penalty: 4982.851562
	Iteration 90Q: 3 clusters Score -2286162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2286164.500000 Penalty: 4982.851562
	Iteration 91Q: 3 clusters Score -2286164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2286164.500000 Penalty: 4982.851562
	Iteration 92F: 3 clusters Score -2286164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Entering Unmasked Estep 
Score: -928048.812500 Penalty: 2286.558350
	Iteration 0F: 2 clusters Score -928048.8 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 5053 members 
Entering Unmasked Estep 
Score: -920287.125000 Penalty: 4573.116699
	Iteration 0F: 3 clusters Score -920287.1 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -922803.812500 Penalty: 4573.116699
	Iteration 1F: 3 clusters Score -922803.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -923319.125000 Penalty: 4573.116699
	Iteration 2F: 3 clusters Score -923319.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -923960.562500 Penalty: 4573.116699
	Iteration 3F: 3 clusters Score -923960.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -924722.000000 Penalty: 4573.116699
	Iteration 4F: 3 clusters Score -924722 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -925585.375000 Penalty: 4573.116699
	Iteration 5F: 3 clusters Score -925585.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -926274.312500 Penalty: 4573.116699
	Iteration 6F: 3 clusters Score -926274.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -926689.437500 Penalty: 4573.116699
	Iteration 7F: 3 clusters Score -926689.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -926919.875000 Penalty: 4573.116699
	Iteration 8Q: 3 clusters Score -926919.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -927052.187500 Penalty: 4573.116699
	Iteration 9Q: 3 clusters Score -927052.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -927152.375000 Penalty: 4573.116699
	Iteration 10Q: 3 clusters Score -927152.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -927235.812500 Penalty: 4573.116699
	Iteration 11Q: 3 clusters Score -927235.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -927315.750000 Penalty: 4573.116699
	Iteration 12Q: 3 clusters Score -927315.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -927388.687500 Penalty: 4573.116699
	Iteration 13Q: 3 clusters Score -927388.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -927460.875000 Penalty: 4573.116699
	Iteration 14Q: 3 clusters Score -927460.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -927526.562500 Penalty: 4573.116699
	Iteration 15Q: 3 clusters Score -927526.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -927583.937500 Penalty: 4573.116699
	Iteration 16Q: 3 clusters Score -927583.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -927620.937500 Penalty: 4573.116699
	Iteration 17Q: 3 clusters Score -927620.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -927644.500000 Penalty: 4573.116699
	Iteration 18Q: 3 clusters Score -927644.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -927660.812500 Penalty: 4573.116699
	Iteration 19Q: 3 clusters Score -927660.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -927673.312500 Penalty: 4573.116699
	Iteration 20F: 3 clusters Score -927673.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -927682.625000 Penalty: 4573.116699
	Iteration 21Q: 3 clusters Score -927682.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -927685.375000 Penalty: 4573.116699
	Iteration 22Q: 3 clusters Score -927685.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -927692.500000 Penalty: 4573.116699
	Iteration 23Q: 3 clusters Score -927692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -927693.937500 Penalty: 4573.116699
	Iteration 24Q: 3 clusters Score -927693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -927697.437500 Penalty: 4573.116699
	Iteration 25Q: 3 clusters Score -927697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -927698.187500 Penalty: 4573.116699
	Iteration 26Q: 3 clusters Score -927698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -927700.687500 Penalty: 4573.116699
	Iteration 27Q: 3 clusters Score -927700.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -927701.187500 Penalty: 4573.116699
	Iteration 28Q: 3 clusters Score -927701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -927706.250000 Penalty: 4573.116699
	Iteration 29Q: 3 clusters Score -927706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -927706.750000 Penalty: 4573.116699
	Iteration 30Q: 3 clusters Score -927706.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -927711.812500 Penalty: 4573.116699
	Iteration 31Q: 3 clusters Score -927711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -927713.250000 Penalty: 4573.116699
	Iteration 32Q: 3 clusters Score -927713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -927716.062500 Penalty: 4573.116699
	Iteration 33Q: 3 clusters Score -927716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -927719.812500 Penalty: 4573.116699
	Iteration 34Q: 3 clusters Score -927719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -927721.500000 Penalty: 4573.116699
	Iteration 35Q: 3 clusters Score -927721.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -927729.000000 Penalty: 4573.116699
	Iteration 36Q: 3 clusters Score -927729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -927734.875000 Penalty: 4573.116699
	Iteration 37Q: 3 clusters Score -927734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -927735.687500 Penalty: 4573.116699
	Iteration 38Q: 3 clusters Score -927735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -927736.500000 Penalty: 4573.116699
	Iteration 39Q: 3 clusters Score -927736.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -927739.562500 Penalty: 4573.116699
	Iteration 40F: 3 clusters Score -927739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -927740.750000 Penalty: 4573.116699
	Iteration 41Q: 3 clusters Score -927740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -927744.437500 Penalty: 4573.116699
	Iteration 42Q: 3 clusters Score -927744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -927746.250000 Penalty: 4573.116699
	Iteration 43Q: 3 clusters Score -927746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -927749.062500 Penalty: 4573.116699
	Iteration 44Q: 3 clusters Score -927749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -927747.312500 Penalty: 4573.116699
	Iteration 45Q: 3 clusters Score -927747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -927748.812500 Penalty: 4573.116699
	Iteration 46Q: 3 clusters Score -927748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -927749.312500 Penalty: 4573.116699
	Iteration 47Q: 3 clusters Score -927749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -927749.312500 Penalty: 4573.116699
	Iteration 48F: 3 clusters Score -927749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -199346.031250 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -199346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -196537.828125 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -196537.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197259.234375 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -197259.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -197511.281250 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -197511.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -197639.781250 Penalty: 3839.800781
	Iteration 3F: 3 clusters Score -197639.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -197756.062500 Penalty: 3839.800781
	Iteration 4F: 3 clusters Score -197756.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197862.265625 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -197862.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198003.406250 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -198003.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -198125.750000 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -198125.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -198232.265625 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -198232.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -198339.734375 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -198339.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -198454.187500 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -198454.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -198521.328125 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -198521.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -198549.421875 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -198549.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198573.875000 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -198573.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -198588.250000 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -198588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -198601.343750 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -198601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198607.390625 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -198607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198615.921875 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -198615.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -198627.140625 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -198627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198639.859375 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -198639.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -198653.546875 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -198653.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -198667.250000 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -198667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -198681.828125 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -198681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -198696.000000 Penalty: 3839.800781
	Iteration 23Q: 3 clusters Score -198696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -198720.359375 Penalty: 3839.800781
	Iteration 24Q: 3 clusters Score -198720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -198751.406250 Penalty: 3839.800781
	Iteration 25Q: 3 clusters Score -198751.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -198801.390625 Penalty: 3839.800781
	Iteration 26Q: 3 clusters Score -198801.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -198843.562500 Penalty: 3839.800781
	Iteration 27Q: 3 clusters Score -198843.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -198868.703125 Penalty: 3839.800781
	Iteration 28Q: 3 clusters Score -198868.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -198893.203125 Penalty: 3839.800781
	Iteration 29Q: 3 clusters Score -198893.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -198917.281250 Penalty: 3839.800781
	Iteration 30Q: 3 clusters Score -198917.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -198937.546875 Penalty: 3839.800781
	Iteration 31Q: 3 clusters Score -198937.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -198954.718750 Penalty: 3839.800781
	Iteration 32Q: 3 clusters Score -198954.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -198965.046875 Penalty: 3839.800781
	Iteration 33Q: 3 clusters Score -198965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -198975.015625 Penalty: 3839.800781
	Iteration 34Q: 3 clusters Score -198975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198987.890625 Penalty: 3839.800781
	Iteration 35Q: 3 clusters Score -198987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -199000.343750 Penalty: 3839.800781
	Iteration 36Q: 3 clusters Score -199000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -199008.265625 Penalty: 3839.800781
	Iteration 37Q: 3 clusters Score -199008.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -199016.312500 Penalty: 3839.800781
	Iteration 38Q: 3 clusters Score -199016.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -199024.687500 Penalty: 3839.800781
	Iteration 39Q: 3 clusters Score -199024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -199033.671875 Penalty: 3839.800781
	Iteration 40F: 3 clusters Score -199033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -199039.390625 Penalty: 3839.800781
	Iteration 41Q: 3 clusters Score -199039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -199040.171875 Penalty: 3839.800781
	Iteration 42Q: 3 clusters Score -199040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -199043.093750 Penalty: 3839.800781
	Iteration 43Q: 3 clusters Score -199043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -199047.359375 Penalty: 3839.800781
	Iteration 44Q: 3 clusters Score -199047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -199048.468750 Penalty: 3839.800781
	Iteration 45Q: 3 clusters Score -199048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -199050.187500 Penalty: 3839.800781
	Iteration 46Q: 3 clusters Score -199050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -199052.125000 Penalty: 3839.800781
	Iteration 47Q: 3 clusters Score -199052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -199052.609375 Penalty: 3839.800781
	Iteration 48Q: 3 clusters Score -199052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -199052.609375 Penalty: 3839.800781
	Iteration 49F: 3 clusters Score -199052.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -361148.687500 Penalty: 2062.381836
	Iteration 0F: 2 clusters Score -361148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -357197.531250 Penalty: 4124.763672
	Iteration 0F: 3 clusters Score -357197.5 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -358159.531250 Penalty: 4124.763672
	Iteration 1F: 3 clusters Score -358159.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -358475.500000 Penalty: 4124.763672
	Iteration 2F: 3 clusters Score -358475.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -358718.750000 Penalty: 4124.763672
	Iteration 3F: 3 clusters Score -358718.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -358916.968750 Penalty: 4124.763672
	Iteration 4Q: 3 clusters Score -358917 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -359126.187500 Penalty: 4124.763672
	Iteration 5F: 3 clusters Score -359126.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -359373.000000 Penalty: 4124.763672
	Iteration 6Q: 3 clusters Score -359373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -359731.906250 Penalty: 4124.763672
	Iteration 7F: 3 clusters Score -359731.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -360108.906250 Penalty: 4124.763672
	Iteration 8F: 3 clusters Score -360108.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -360336.656250 Penalty: 4124.763672
	Iteration 9F: 3 clusters Score -360336.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -360469.562500 Penalty: 4124.763672
	Iteration 10Q: 3 clusters Score -360469.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -360560.656250 Penalty: 4124.763672
	Iteration 11Q: 3 clusters Score -360560.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -360621.031250 Penalty: 4124.763672
	Iteration 12Q: 3 clusters Score -360621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -360660.062500 Penalty: 4124.763672
	Iteration 13Q: 3 clusters Score -360660.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -360687.125000 Penalty: 4124.763672
	Iteration 14Q: 3 clusters Score -360687.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -360711.843750 Penalty: 4124.763672
	Iteration 15Q: 3 clusters Score -360711.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -360733.375000 Penalty: 4124.763672
	Iteration 16Q: 3 clusters Score -360733.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -360760.312500 Penalty: 4124.763672
	Iteration 17Q: 3 clusters Score -360760.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -360787.156250 Penalty: 4124.763672
	Iteration 18Q: 3 clusters Score -360787.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -360804.687500 Penalty: 4124.763672
	Iteration 19Q: 3 clusters Score -360804.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -360822.906250 Penalty: 4124.763672
	Iteration 20F: 3 clusters Score -360822.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -360837.093750 Penalty: 4124.763672
	Iteration 21Q: 3 clusters Score -360837.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -360844.093750 Penalty: 4124.763672
	Iteration 22Q: 3 clusters Score -360844.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -360848.187500 Penalty: 4124.763672
	Iteration 23Q: 3 clusters Score -360848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -360853.218750 Penalty: 4124.763672
	Iteration 24Q: 3 clusters Score -360853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -360857.812500 Penalty: 4124.763672
	Iteration 25Q: 3 clusters Score -360857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -360863.312500 Penalty: 4124.763672
	Iteration 26Q: 3 clusters Score -360863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -360867.343750 Penalty: 4124.763672
	Iteration 27Q: 3 clusters Score -360867.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -360876.156250 Penalty: 4124.763672
	Iteration 28Q: 3 clusters Score -360876.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -360886.906250 Penalty: 4124.763672
	Iteration 29Q: 3 clusters Score -360886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -360898.687500 Penalty: 4124.763672
	Iteration 30Q: 3 clusters Score -360898.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -360907.093750 Penalty: 4124.763672
	Iteration 31Q: 3 clusters Score -360907.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -360912.281250 Penalty: 4124.763672
	Iteration 32Q: 3 clusters Score -360912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -360916.562500 Penalty: 4124.763672
	Iteration 33Q: 3 clusters Score -360916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -360920.218750 Penalty: 4124.763672
	Iteration 34Q: 3 clusters Score -360920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -360920.812500 Penalty: 4124.763672
	Iteration 35Q: 3 clusters Score -360920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -360922.250000 Penalty: 4124.763672
	Iteration 36Q: 3 clusters Score -360922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -360922.812500 Penalty: 4124.763672
	Iteration 37Q: 3 clusters Score -360922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -360923.093750 Penalty: 4124.763672
	Iteration 38Q: 3 clusters Score -360923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -360923.093750 Penalty: 4124.763672
	Iteration 39F: 3 clusters Score -360923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Entering Unmasked Estep 
Score: -2436743.250000 Penalty: 2512.206787
	Iteration 0F: 2 clusters Score -2436743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2419398.000000 Penalty: 5024.413574
	Iteration 0F: 3 clusters Score -2419398 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2425419.250000 Penalty: 5024.413574
	Iteration 1F: 3 clusters Score -2425419 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2425868.500000 Penalty: 5024.413574
	Iteration 2Q: 3 clusters Score -2425868 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2426231.250000 Penalty: 5024.413574
	Iteration 3Q: 3 clusters Score -2426231 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2426595.500000 Penalty: 5024.413574
	Iteration 4Q: 3 clusters Score -2426596 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2427006.250000 Penalty: 5024.413574
	Iteration 5Q: 3 clusters Score -2427006 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2427547.750000 Penalty: 5024.413574
	Iteration 6Q: 3 clusters Score -2427548 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2428274.250000 Penalty: 5024.413574
	Iteration 7F: 3 clusters Score -2428274 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2429299.750000 Penalty: 5024.413574
	Iteration 8F: 3 clusters Score -2429300 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2430487.750000 Penalty: 5024.413574
	Iteration 9F: 3 clusters Score -2430488 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2431562.000000 Penalty: 5024.413574
	Iteration 10F: 3 clusters Score -2431562 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2432434.750000 Penalty: 5024.413574
	Iteration 11Q: 3 clusters Score -2432435 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2433093.250000 Penalty: 5024.413574
	Iteration 12Q: 3 clusters Score -2433093 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2433563.500000 Penalty: 5024.413574
	Iteration 13Q: 3 clusters Score -2433564 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2433848.750000 Penalty: 5024.413574
	Iteration 14Q: 3 clusters Score -2433849 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2434043.000000 Penalty: 5024.413574
	Iteration 15Q: 3 clusters Score -2434043 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2434189.250000 Penalty: 5024.413574
	Iteration 16Q: 3 clusters Score -2434189 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2434320.500000 Penalty: 5024.413574
	Iteration 17Q: 3 clusters Score -2434320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2434398.250000 Penalty: 5024.413574
	Iteration 18Q: 3 clusters Score -2434398 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2434468.250000 Penalty: 5024.413574
	Iteration 19Q: 3 clusters Score -2434468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2434529.500000 Penalty: 5024.413574
	Iteration 20F: 3 clusters Score -2434530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2434606.000000 Penalty: 5024.413574
	Iteration 21Q: 3 clusters Score -2434606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2434652.750000 Penalty: 5024.413574
	Iteration 22Q: 3 clusters Score -2434653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2434695.500000 Penalty: 5024.413574
	Iteration 23Q: 3 clusters Score -2434696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2434731.750000 Penalty: 5024.413574
	Iteration 24Q: 3 clusters Score -2434732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2434761.000000 Penalty: 5024.413574
	Iteration 25Q: 3 clusters Score -2434761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2434785.000000 Penalty: 5024.413574
	Iteration 26Q: 3 clusters Score -2434785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2434809.000000 Penalty: 5024.413574
	Iteration 27Q: 3 clusters Score -2434809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2434817.000000 Penalty: 5024.413574
	Iteration 28Q: 3 clusters Score -2434817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2434830.250000 Penalty: 5024.413574
	Iteration 29Q: 3 clusters Score -2434830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2434841.000000 Penalty: 5024.413574
	Iteration 30Q: 3 clusters Score -2434841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2434847.250000 Penalty: 5024.413574
	Iteration 31Q: 3 clusters Score -2434847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2434853.750000 Penalty: 5024.413574
	Iteration 32Q: 3 clusters Score -2434854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2434857.750000 Penalty: 5024.413574
	Iteration 33Q: 3 clusters Score -2434858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2434856.500000 Penalty: 5024.413574
	Iteration 34Q: 3 clusters Score -2434856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2434855.250000 Penalty: 5024.413574
	Iteration 35Q: 3 clusters Score -2434855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2434857.250000 Penalty: 5024.413574
	Iteration 36Q: 3 clusters Score -2434857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2434859.250000 Penalty: 5024.413574
	Iteration 37Q: 3 clusters Score -2434859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2434858.000000 Penalty: 5024.413574
	Iteration 38Q: 3 clusters Score -2434858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2434863.750000 Penalty: 5024.413574
	Iteration 39Q: 3 clusters Score -2434864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2434858.250000 Penalty: 5024.413574
	Iteration 40F: 3 clusters Score -2434858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -155605.859375 Penalty: 1848.626953
	Iteration 0F: 2 clusters Score -155605.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153144.359375 Penalty: 3697.253906
	Iteration 0F: 3 clusters Score -153144.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153664.125000 Penalty: 3697.253906
	Iteration 1F: 3 clusters Score -153664.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153824.406250 Penalty: 3697.253906
	Iteration 2F: 3 clusters Score -153824.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -153931.906250 Penalty: 3697.253906
	Iteration 3Q: 3 clusters Score -153931.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -153989.500000 Penalty: 3697.253906
	Iteration 4Q: 3 clusters Score -153989.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -154029.015625 Penalty: 3697.253906
	Iteration 5Q: 3 clusters Score -154029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154062.765625 Penalty: 3697.253906
	Iteration 6Q: 3 clusters Score -154062.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -154084.687500 Penalty: 3697.253906
	Iteration 7Q: 3 clusters Score -154084.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -154102.812500 Penalty: 3697.253906
	Iteration 8Q: 3 clusters Score -154102.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -154139.203125 Penalty: 3697.253906
	Iteration 9Q: 3 clusters Score -154139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154168.578125 Penalty: 3697.253906
	Iteration 10Q: 3 clusters Score -154168.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -154191.968750 Penalty: 3697.253906
	Iteration 11Q: 3 clusters Score -154192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -154206.984375 Penalty: 3697.253906
	Iteration 12Q: 3 clusters Score -154207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -154217.125000 Penalty: 3697.253906
	Iteration 13Q: 3 clusters Score -154217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -154219.515625 Penalty: 3697.253906
	Iteration 14Q: 3 clusters Score -154219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154221.828125 Penalty: 3697.253906
	Iteration 15Q: 3 clusters Score -154221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -154224.312500 Penalty: 3697.253906
	Iteration 16Q: 3 clusters Score -154224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -154227.031250 Penalty: 3697.253906
	Iteration 17Q: 3 clusters Score -154227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -154227.031250 Penalty: 3697.253906
	Iteration 18F: 3 clusters Score -154227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Entering Unmasked Estep 
Score: -6588978.000000 Penalty: 2751.254150
	Iteration 0F: 2 clusters Score -6588978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -6545048.500000 Penalty: 5502.508301
	Iteration 0F: 3 clusters Score -6545048 nChanged 30638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -6562402.500000 Penalty: 5502.508301
	Iteration 1F: 3 clusters Score -6562402 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6563480.000000 Penalty: 5502.508301
	Iteration 2Q: 3 clusters Score -6563480 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -6565249.500000 Penalty: 5502.508301
	Iteration 3Q: 3 clusters Score -6565250 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -6568205.500000 Penalty: 5502.508301
	Iteration 4F: 3 clusters Score -6568206 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -6572665.000000 Penalty: 5502.508301
	Iteration 5F: 3 clusters Score -6572665 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -6576469.000000 Penalty: 5502.508301
	Iteration 6F: 3 clusters Score -6576469 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6578775.000000 Penalty: 5502.508301
	Iteration 7F: 3 clusters Score -6578775 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -6580138.500000 Penalty: 5502.508301
	Iteration 8F: 3 clusters Score -6580138 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -6581084.000000 Penalty: 5502.508301
	Iteration 9Q: 3 clusters Score -6581084 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6581675.500000 Penalty: 5502.508301
	Iteration 10Q: 3 clusters Score -6581676 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -6582066.500000 Penalty: 5502.508301
	Iteration 11Q: 3 clusters Score -6582066 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -6582510.000000 Penalty: 5502.508301
	Iteration 12Q: 3 clusters Score -6582510 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -6582978.500000 Penalty: 5502.508301
	Iteration 13Q: 3 clusters Score -6582978 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -6583434.000000 Penalty: 5502.508301
	Iteration 14Q: 3 clusters Score -6583434 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6583906.000000 Penalty: 5502.508301
	Iteration 15Q: 3 clusters Score -6583906 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -6584477.000000 Penalty: 5502.508301
	Iteration 16Q: 3 clusters Score -6584477 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -6585038.000000 Penalty: 5502.508301
	Iteration 17Q: 3 clusters Score -6585038 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -6585584.000000 Penalty: 5502.508301
	Iteration 18Q: 3 clusters Score -6585584 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6586211.000000 Penalty: 5502.508301
	Iteration 19Q: 3 clusters Score -6586211 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -6586921.000000 Penalty: 5502.508301
	Iteration 20F: 3 clusters Score -6586921 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -6587738.000000 Penalty: 5502.508301
	Iteration 21Q: 3 clusters Score -6587738 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -6588652.500000 Penalty: 5502.508301
	Iteration 22Q: 3 clusters Score -6588652 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -6589321.000000 Penalty: 5502.508301
	Iteration 23Q: 3 clusters Score -6589321 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -6589904.500000 Penalty: 5502.508301
	Iteration 24Q: 3 clusters Score -6589904 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -6590397.000000 Penalty: 5502.508301
	Iteration 25Q: 3 clusters Score -6590397 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -6590715.000000 Penalty: 5502.508301
	Iteration 26Q: 3 clusters Score -6590715 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6590786.500000 Penalty: 5502.508301
	Iteration 27Q: 3 clusters Score -6590786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -6590800.500000 Penalty: 5502.508301
	Iteration 28Q: 3 clusters Score -6590800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -6590799.500000 Penalty: 5502.508301
	Iteration 29Q: 3 clusters Score -6590800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -6590822.000000 Penalty: 5502.508301
	Iteration 30Q: 3 clusters Score -6590822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -6590812.500000 Penalty: 5502.508301
	Iteration 31Q: 3 clusters Score -6590812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -6590815.000000 Penalty: 5502.508301
	Iteration 32Q: 3 clusters Score -6590815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -6590813.000000 Penalty: 5502.508301
	Iteration 33Q: 3 clusters Score -6590813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -6590813.000000 Penalty: 5502.508301
	Iteration 34F: 3 clusters Score -6590813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 7561 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Mstep: Class 37 contains 5933 members 
Mstep: Class 38 contains 4918 members 
Mstep: Class 39 contains 57002 members 
Entering Unmasked Estep 
Score: -58890324.000000 Penalty: 129097.796875
Splitting cluster 19 changes total score from -58884196.000000 to -58890324.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (35030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Entering Unmasked Estep 
Score: -3498049.750000 Penalty: 2595.062012
	Iteration 0F: 2 clusters Score -3498050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3474285.500000 Penalty: 5190.124023
	Iteration 0F: 3 clusters Score -3474286 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3483288.500000 Penalty: 5190.124023
	Iteration 1F: 3 clusters Score -3483288 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3484454.500000 Penalty: 5190.124023
	Iteration 2F: 3 clusters Score -3484454 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3486020.500000 Penalty: 5190.124023
	Iteration 3F: 3 clusters Score -3486020 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3487984.750000 Penalty: 5190.124023
	Iteration 4F: 3 clusters Score -3487985 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3489984.000000 Penalty: 5190.124023
	Iteration 5F: 3 clusters Score -3489984 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3491497.750000 Penalty: 5190.124023
	Iteration 6F: 3 clusters Score -3491498 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3492555.500000 Penalty: 5190.124023
	Iteration 7F: 3 clusters Score -3492556 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3493301.000000 Penalty: 5190.124023
	Iteration 8Q: 3 clusters Score -3493301 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3493845.000000 Penalty: 5190.124023
	Iteration 9Q: 3 clusters Score -3493845 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3494222.750000 Penalty: 5190.124023
	Iteration 10Q: 3 clusters Score -3494223 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3494490.500000 Penalty: 5190.124023
	Iteration 11Q: 3 clusters Score -3494490 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3494698.250000 Penalty: 5190.124023
	Iteration 12Q: 3 clusters Score -3494698 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3494843.250000 Penalty: 5190.124023
	Iteration 13Q: 3 clusters Score -3494843 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3494933.750000 Penalty: 5190.124023
	Iteration 14Q: 3 clusters Score -3494934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3495024.750000 Penalty: 5190.124023
	Iteration 15Q: 3 clusters Score -3495025 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3495112.000000 Penalty: 5190.124023
	Iteration 16Q: 3 clusters Score -3495112 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3495184.500000 Penalty: 5190.124023
	Iteration 17Q: 3 clusters Score -3495184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3495239.000000 Penalty: 5190.124023
	Iteration 18Q: 3 clusters Score -3495239 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3495288.500000 Penalty: 5190.124023
	Iteration 19Q: 3 clusters Score -3495288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3495350.500000 Penalty: 5190.124023
	Iteration 20F: 3 clusters Score -3495350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3495395.250000 Penalty: 5190.124023
	Iteration 21Q: 3 clusters Score -3495395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3495433.500000 Penalty: 5190.124023
	Iteration 22Q: 3 clusters Score -3495434 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3495488.500000 Penalty: 5190.124023
	Iteration 23Q: 3 clusters Score -3495488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3495519.000000 Penalty: 5190.124023
	Iteration 24Q: 3 clusters Score -3495519 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3495551.250000 Penalty: 5190.124023
	Iteration 25Q: 3 clusters Score -3495551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3495592.500000 Penalty: 5190.124023
	Iteration 26Q: 3 clusters Score -3495592 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3495635.250000 Penalty: 5190.124023
	Iteration 27Q: 3 clusters Score -3495635 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3495668.500000 Penalty: 5190.124023
	Iteration 28Q: 3 clusters Score -3495668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3495691.500000 Penalty: 5190.124023
	Iteration 29Q: 3 clusters Score -3495692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -3495699.000000 Penalty: 5190.124023
	Iteration 30Q: 3 clusters Score -3495699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3495718.750000 Penalty: 5190.124023
	Iteration 31Q: 3 clusters Score -3495719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -3495745.500000 Penalty: 5190.124023
	Iteration 32Q: 3 clusters Score -3495746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3495770.000000 Penalty: 5190.124023
	Iteration 33Q: 3 clusters Score -3495770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3495798.000000 Penalty: 5190.124023
	Iteration 34Q: 3 clusters Score -3495798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -3495809.000000 Penalty: 5190.124023
	Iteration 35Q: 3 clusters Score -3495809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -3495826.750000 Penalty: 5190.124023
	Iteration 36Q: 3 clusters Score -3495827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -3495829.750000 Penalty: 5190.124023
	Iteration 37Q: 3 clusters Score -3495830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3495839.500000 Penalty: 5190.124023
	Iteration 38Q: 3 clusters Score -3495840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3495851.750000 Penalty: 5190.124023
	Iteration 39Q: 3 clusters Score -3495852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3495851.000000 Penalty: 5190.124023
	Iteration 40F: 3 clusters Score -3495851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3495850.000000 Penalty: 5190.124023
	Iteration 41Q: 3 clusters Score -3495850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3495859.000000 Penalty: 5190.124023
	Iteration 42Q: 3 clusters Score -3495859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3495867.500000 Penalty: 5190.124023
	Iteration 43Q: 3 clusters Score -3495868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3495877.750000 Penalty: 5190.124023
	Iteration 44Q: 3 clusters Score -3495878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3495876.500000 Penalty: 5190.124023
	Iteration 45Q: 3 clusters Score -3495876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3495880.500000 Penalty: 5190.124023
	Iteration 46Q: 3 clusters Score -3495880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3495881.750000 Penalty: 5190.124023
	Iteration 47Q: 3 clusters Score -3495882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -3495889.250000 Penalty: 5190.124023
	Iteration 48Q: 3 clusters Score -3495889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3495887.500000 Penalty: 5190.124023
	Iteration 49Q: 3 clusters Score -3495888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3495885.500000 Penalty: 5190.124023
	Iteration 50Q: 3 clusters Score -3495886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -3495887.000000 Penalty: 5190.124023
	Iteration 51Q: 3 clusters Score -3495887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3495886.500000 Penalty: 5190.124023
	Iteration 52Q: 3 clusters Score -3495886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3495889.000000 Penalty: 5190.124023
	Iteration 53Q: 3 clusters Score -3495889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3495890.750000 Penalty: 5190.124023
	Iteration 54Q: 3 clusters Score -3495891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3495892.000000 Penalty: 5190.124023
	Iteration 55Q: 3 clusters Score -3495892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3495889.750000 Penalty: 5190.124023
	Iteration 56Q: 3 clusters Score -3495890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3495889.500000 Penalty: 5190.124023
	Iteration 57Q: 3 clusters Score -3495890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3495892.000000 Penalty: 5190.124023
	Iteration 58Q: 3 clusters Score -3495892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3495898.750000 Penalty: 5190.124023
	Iteration 59Q: 3 clusters Score -3495899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3495894.250000 Penalty: 5190.124023
	Iteration 60F: 3 clusters Score -3495894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3495898.250000 Penalty: 5190.124023
	Iteration 61Q: 3 clusters Score -3495898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3495895.250000 Penalty: 5190.124023
	Iteration 62Q: 3 clusters Score -3495895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3495887.500000 Penalty: 5190.124023
	Iteration 63Q: 3 clusters Score -3495888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3495881.750000 Penalty: 5190.124023
	Iteration 64Q: 3 clusters Score -3495882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3495885.250000 Penalty: 5190.124023
	Iteration 65Q: 3 clusters Score -3495885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3495886.000000 Penalty: 5190.124023
	Iteration 66Q: 3 clusters Score -3495886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3495883.750000 Penalty: 5190.124023
	Iteration 67Q: 3 clusters Score -3495884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3495883.750000 Penalty: 5190.124023
	Iteration 68Q: 3 clusters Score -3495884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3495888.000000 Penalty: 5190.124023
	Iteration 69Q: 3 clusters Score -3495888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3495891.250000 Penalty: 5190.124023
	Iteration 70Q: 3 clusters Score -3495891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3495896.500000 Penalty: 5190.124023
	Iteration 71Q: 3 clusters Score -3495896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -3495907.250000 Penalty: 5190.124023
	Iteration 72Q: 3 clusters Score -3495907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3495907.500000 Penalty: 5190.124023
	Iteration 73Q: 3 clusters Score -3495908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -3495909.500000 Penalty: 5190.124023
	Iteration 74Q: 3 clusters Score -3495910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3495912.250000 Penalty: 5190.124023
	Iteration 75Q: 3 clusters Score -3495912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -3495912.250000 Penalty: 5190.124023
	Iteration 76Q: 3 clusters Score -3495912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3495910.000000 Penalty: 5190.124023
	Iteration 77Q: 3 clusters Score -3495910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3495910.250000 Penalty: 5190.124023
	Iteration 78Q: 3 clusters Score -3495910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -3495914.250000 Penalty: 5190.124023
	Iteration 79Q: 3 clusters Score -3495914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3495906.000000 Penalty: 5190.124023
	Iteration 80F: 3 clusters Score -3495906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3495907.250000 Penalty: 5190.124023
	Iteration 81Q: 3 clusters Score -3495907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3495910.250000 Penalty: 5190.124023
	Iteration 82Q: 3 clusters Score -3495910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3495910.250000 Penalty: 5190.124023
	Iteration 83F: 3 clusters Score -3495910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Entering Unmasked Estep 
Score: -670410.687500 Penalty: 2191.492676
	Iteration 0F: 2 clusters Score -670410.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -664731.750000 Penalty: 4382.985352
	Iteration 0F: 3 clusters Score -664731.8 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -666170.375000 Penalty: 4382.985352
	Iteration 1F: 3 clusters Score -666170.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -666431.062500 Penalty: 4382.985352
	Iteration 2F: 3 clusters Score -666431.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -666595.500000 Penalty: 4382.985352
	Iteration 3Q: 3 clusters Score -666595.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -666719.125000 Penalty: 4382.985352
	Iteration 4Q: 3 clusters Score -666719.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -666837.875000 Penalty: 4382.985352
	Iteration 5Q: 3 clusters Score -666837.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -666942.750000 Penalty: 4382.985352
	Iteration 6Q: 3 clusters Score -666942.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -667041.687500 Penalty: 4382.985352
	Iteration 7Q: 3 clusters Score -667041.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -667138.812500 Penalty: 4382.985352
	Iteration 8Q: 3 clusters Score -667138.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -667226.000000 Penalty: 4382.985352
	Iteration 9Q: 3 clusters Score -667226 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -667313.750000 Penalty: 4382.985352
	Iteration 10Q: 3 clusters Score -667313.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -667412.187500 Penalty: 4382.985352
	Iteration 11Q: 3 clusters Score -667412.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -667526.125000 Penalty: 4382.985352
	Iteration 12Q: 3 clusters Score -667526.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -667654.312500 Penalty: 4382.985352
	Iteration 13Q: 3 clusters Score -667654.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -667773.937500 Penalty: 4382.985352
	Iteration 14Q: 3 clusters Score -667773.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -667868.875000 Penalty: 4382.985352
	Iteration 15Q: 3 clusters Score -667868.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -667960.125000 Penalty: 4382.985352
	Iteration 16Q: 3 clusters Score -667960.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -668038.500000 Penalty: 4382.985352
	Iteration 17Q: 3 clusters Score -668038.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -668131.875000 Penalty: 4382.985352
	Iteration 18Q: 3 clusters Score -668131.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -668205.812500 Penalty: 4382.985352
	Iteration 19Q: 3 clusters Score -668205.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -668267.250000 Penalty: 4382.985352
	Iteration 20F: 3 clusters Score -668267.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -668330.812500 Penalty: 4382.985352
	Iteration 21Q: 3 clusters Score -668330.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -668380.500000 Penalty: 4382.985352
	Iteration 22Q: 3 clusters Score -668380.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -668431.125000 Penalty: 4382.985352
	Iteration 23Q: 3 clusters Score -668431.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -668480.750000 Penalty: 4382.985352
	Iteration 24Q: 3 clusters Score -668480.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -668510.625000 Penalty: 4382.985352
	Iteration 25Q: 3 clusters Score -668510.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -668527.250000 Penalty: 4382.985352
	Iteration 26Q: 3 clusters Score -668527.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -668546.062500 Penalty: 4382.985352
	Iteration 27Q: 3 clusters Score -668546.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -668565.562500 Penalty: 4382.985352
	Iteration 28Q: 3 clusters Score -668565.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -668581.687500 Penalty: 4382.985352
	Iteration 29Q: 3 clusters Score -668581.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -668594.312500 Penalty: 4382.985352
	Iteration 30Q: 3 clusters Score -668594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -668604.437500 Penalty: 4382.985352
	Iteration 31Q: 3 clusters Score -668604.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -668616.750000 Penalty: 4382.985352
	Iteration 32Q: 3 clusters Score -668616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -668629.500000 Penalty: 4382.985352
	Iteration 33Q: 3 clusters Score -668629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -668646.375000 Penalty: 4382.985352
	Iteration 34Q: 3 clusters Score -668646.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -668659.187500 Penalty: 4382.985352
	Iteration 35Q: 3 clusters Score -668659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -668667.812500 Penalty: 4382.985352
	Iteration 36Q: 3 clusters Score -668667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -668675.437500 Penalty: 4382.985352
	Iteration 37Q: 3 clusters Score -668675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -668682.250000 Penalty: 4382.985352
	Iteration 38Q: 3 clusters Score -668682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -668690.562500 Penalty: 4382.985352
	Iteration 39Q: 3 clusters Score -668690.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -668700.375000 Penalty: 4382.985352
	Iteration 40F: 3 clusters Score -668700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -668713.937500 Penalty: 4382.985352
	Iteration 41Q: 3 clusters Score -668713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -668725.812500 Penalty: 4382.985352
	Iteration 42Q: 3 clusters Score -668725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -668732.375000 Penalty: 4382.985352
	Iteration 43Q: 3 clusters Score -668732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -668741.000000 Penalty: 4382.985352
	Iteration 44Q: 3 clusters Score -668741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -668745.250000 Penalty: 4382.985352
	Iteration 45Q: 3 clusters Score -668745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -668748.750000 Penalty: 4382.985352
	Iteration 46Q: 3 clusters Score -668748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -668750.812500 Penalty: 4382.985352
	Iteration 47Q: 3 clusters Score -668750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -668752.187500 Penalty: 4382.985352
	Iteration 48Q: 3 clusters Score -668752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -668751.687500 Penalty: 4382.985352
	Iteration 49Q: 3 clusters Score -668751.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -668751.687500 Penalty: 4382.985352
	Iteration 50F: 3 clusters Score -668751.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Entering Unmasked Estep 
Score: -1407817.000000 Penalty: 2387.416504
	Iteration 0F: 2 clusters Score -1407817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1397009.500000 Penalty: 4774.833008
	Iteration 0F: 3 clusters Score -1397010 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1401323.000000 Penalty: 4774.833008
	Iteration 1F: 3 clusters Score -1401323 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1402696.750000 Penalty: 4774.833008
	Iteration 2F: 3 clusters Score -1402697 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1404120.250000 Penalty: 4774.833008
	Iteration 3F: 3 clusters Score -1404120 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1405332.375000 Penalty: 4774.833008
	Iteration 4F: 3 clusters Score -1405332 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1406010.875000 Penalty: 4774.833008
	Iteration 5F: 3 clusters Score -1406011 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1406399.250000 Penalty: 4774.833008
	Iteration 6Q: 3 clusters Score -1406399 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1406580.375000 Penalty: 4774.833008
	Iteration 7Q: 3 clusters Score -1406580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1406680.875000 Penalty: 4774.833008
	Iteration 8Q: 3 clusters Score -1406681 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1406759.000000 Penalty: 4774.833008
	Iteration 9Q: 3 clusters Score -1406759 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1406796.750000 Penalty: 4774.833008
	Iteration 10Q: 3 clusters Score -1406797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1406829.000000 Penalty: 4774.833008
	Iteration 11Q: 3 clusters Score -1406829 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1406849.375000 Penalty: 4774.833008
	Iteration 12Q: 3 clusters Score -1406849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1406860.500000 Penalty: 4774.833008
	Iteration 13Q: 3 clusters Score -1406860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1406878.375000 Penalty: 4774.833008
	Iteration 14Q: 3 clusters Score -1406878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1406891.500000 Penalty: 4774.833008
	Iteration 15Q: 3 clusters Score -1406892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1406910.125000 Penalty: 4774.833008
	Iteration 16Q: 3 clusters Score -1406910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1406916.000000 Penalty: 4774.833008
	Iteration 17Q: 3 clusters Score -1406916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1406926.000000 Penalty: 4774.833008
	Iteration 18Q: 3 clusters Score -1406926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1406938.500000 Penalty: 4774.833008
	Iteration 19Q: 3 clusters Score -1406938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1406946.250000 Penalty: 4774.833008
	Iteration 20F: 3 clusters Score -1406946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1406968.500000 Penalty: 4774.833008
	Iteration 21Q: 3 clusters Score -1406968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1407012.125000 Penalty: 4774.833008
	Iteration 22Q: 3 clusters Score -1407012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1407120.875000 Penalty: 4774.833008
	Iteration 23Q: 3 clusters Score -1407121 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1407354.250000 Penalty: 4774.833008
	Iteration 24Q: 3 clusters Score -1407354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1407535.875000 Penalty: 4774.833008
	Iteration 25Q: 3 clusters Score -1407536 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1407576.375000 Penalty: 4774.833008
	Iteration 26Q: 3 clusters Score -1407576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1407592.750000 Penalty: 4774.833008
	Iteration 27Q: 3 clusters Score -1407593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1407599.250000 Penalty: 4774.833008
	Iteration 28Q: 3 clusters Score -1407599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1407603.125000 Penalty: 4774.833008
	Iteration 29Q: 3 clusters Score -1407603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1407610.875000 Penalty: 4774.833008
	Iteration 30Q: 3 clusters Score -1407611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1407616.250000 Penalty: 4774.833008
	Iteration 31Q: 3 clusters Score -1407616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1407622.500000 Penalty: 4774.833008
	Iteration 32Q: 3 clusters Score -1407622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1407631.875000 Penalty: 4774.833008
	Iteration 33Q: 3 clusters Score -1407632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1407641.500000 Penalty: 4774.833008
	Iteration 34Q: 3 clusters Score -1407642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1407650.750000 Penalty: 4774.833008
	Iteration 35Q: 3 clusters Score -1407651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1407664.625000 Penalty: 4774.833008
	Iteration 36Q: 3 clusters Score -1407665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1407666.875000 Penalty: 4774.833008
	Iteration 37Q: 3 clusters Score -1407667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1407669.375000 Penalty: 4774.833008
	Iteration 38Q: 3 clusters Score -1407669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1407676.875000 Penalty: 4774.833008
	Iteration 39Q: 3 clusters Score -1407677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1407683.250000 Penalty: 4774.833008
	Iteration 40F: 3 clusters Score -1407683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1407691.875000 Penalty: 4774.833008
	Iteration 41Q: 3 clusters Score -1407692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1407692.625000 Penalty: 4774.833008
	Iteration 42Q: 3 clusters Score -1407693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1407693.625000 Penalty: 4774.833008
	Iteration 43Q: 3 clusters Score -1407694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1407698.250000 Penalty: 4774.833008
	Iteration 44Q: 3 clusters Score -1407698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1407712.250000 Penalty: 4774.833008
	Iteration 45Q: 3 clusters Score -1407712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1407722.250000 Penalty: 4774.833008
	Iteration 46Q: 3 clusters Score -1407722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1407733.375000 Penalty: 4774.833008
	Iteration 47Q: 3 clusters Score -1407733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1407754.500000 Penalty: 4774.833008
	Iteration 48Q: 3 clusters Score -1407754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1407778.000000 Penalty: 4774.833008
	Iteration 49Q: 3 clusters Score -1407778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1407800.125000 Penalty: 4774.833008
	Iteration 50Q: 3 clusters Score -1407800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1407824.500000 Penalty: 4774.833008
	Iteration 51Q: 3 clusters Score -1407824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1407844.875000 Penalty: 4774.833008
	Iteration 52Q: 3 clusters Score -1407845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1407856.375000 Penalty: 4774.833008
	Iteration 53Q: 3 clusters Score -1407856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1407880.500000 Penalty: 4774.833008
	Iteration 54Q: 3 clusters Score -1407880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1407898.625000 Penalty: 4774.833008
	Iteration 55Q: 3 clusters Score -1407899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1407915.250000 Penalty: 4774.833008
	Iteration 56Q: 3 clusters Score -1407915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1407936.875000 Penalty: 4774.833008
	Iteration 57Q: 3 clusters Score -1407937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1407961.625000 Penalty: 4774.833008
	Iteration 58Q: 3 clusters Score -1407962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1407974.625000 Penalty: 4774.833008
	Iteration 59Q: 3 clusters Score -1407975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1407993.625000 Penalty: 4774.833008
	Iteration 60F: 3 clusters Score -1407994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1408027.875000 Penalty: 4774.833008
	Iteration 61Q: 3 clusters Score -1408028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1408062.750000 Penalty: 4774.833008
	Iteration 62Q: 3 clusters Score -1408063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1408092.250000 Penalty: 4774.833008
	Iteration 63Q: 3 clusters Score -1408092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1408128.125000 Penalty: 4774.833008
	Iteration 64Q: 3 clusters Score -1408128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1408164.875000 Penalty: 4774.833008
	Iteration 65Q: 3 clusters Score -1408165 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1408200.375000 Penalty: 4774.833008
	Iteration 66Q: 3 clusters Score -1408200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1408222.250000 Penalty: 4774.833008
	Iteration 67Q: 3 clusters Score -1408222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1408248.000000 Penalty: 4774.833008
	Iteration 68Q: 3 clusters Score -1408248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1408253.125000 Penalty: 4774.833008
	Iteration 69Q: 3 clusters Score -1408253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1408280.250000 Penalty: 4774.833008
	Iteration 70Q: 3 clusters Score -1408280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1408312.250000 Penalty: 4774.833008
	Iteration 71Q: 3 clusters Score -1408312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1408340.625000 Penalty: 4774.833008
	Iteration 72Q: 3 clusters Score -1408341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1408362.250000 Penalty: 4774.833008
	Iteration 73Q: 3 clusters Score -1408362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1408381.500000 Penalty: 4774.833008
	Iteration 74Q: 3 clusters Score -1408382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1408397.625000 Penalty: 4774.833008
	Iteration 75Q: 3 clusters Score -1408398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1408408.375000 Penalty: 4774.833008
	Iteration 76Q: 3 clusters Score -1408408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1408416.500000 Penalty: 4774.833008
	Iteration 77Q: 3 clusters Score -1408416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1408423.750000 Penalty: 4774.833008
	Iteration 78Q: 3 clusters Score -1408424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1408431.625000 Penalty: 4774.833008
	Iteration 79Q: 3 clusters Score -1408432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1408435.750000 Penalty: 4774.833008
	Iteration 80F: 3 clusters Score -1408436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1408434.625000 Penalty: 4774.833008
	Iteration 81Q: 3 clusters Score -1408435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1408436.750000 Penalty: 4774.833008
	Iteration 82Q: 3 clusters Score -1408437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1408440.500000 Penalty: 4774.833008
	Iteration 83Q: 3 clusters Score -1408440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1408439.750000 Penalty: 4774.833008
	Iteration 84Q: 3 clusters Score -1408440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1408439.750000 Penalty: 4774.833008
	Iteration 85Q: 3 clusters Score -1408440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1408445.500000 Penalty: 4774.833008
	Iteration 86Q: 3 clusters Score -1408446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1408449.500000 Penalty: 4774.833008
	Iteration 87Q: 3 clusters Score -1408450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1408451.500000 Penalty: 4774.833008
	Iteration 88Q: 3 clusters Score -1408452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1408454.625000 Penalty: 4774.833008
	Iteration 89Q: 3 clusters Score -1408455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1408456.375000 Penalty: 4774.833008
	Iteration 90Q: 3 clusters Score -1408456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1408458.875000 Penalty: 4774.833008
	Iteration 91Q: 3 clusters Score -1408459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1408460.125000 Penalty: 4774.833008
	Iteration 92Q: 3 clusters Score -1408460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1408457.375000 Penalty: 4774.833008
	Iteration 93Q: 3 clusters Score -1408457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1408460.250000 Penalty: 4774.833008
	Iteration 94Q: 3 clusters Score -1408460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1408460.750000 Penalty: 4774.833008
	Iteration 95Q: 3 clusters Score -1408461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1408460.750000 Penalty: 4774.833008
	Iteration 96F: 3 clusters Score -1408461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 7561 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Mstep: Class 37 contains 5933 members 
Mstep: Class 38 contains 4918 members 
Mstep: Class 39 contains 57002 members 
Mstep: Class 40 contains 3377 members 
Entering Unmasked Estep 
Score: -58890020.000000 Penalty: 132408.000000
Splitting cluster 22 changes total score from -58884196.000000 to -58890020.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (16779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Entering Unmasked Estep 
Score: -1493531.250000 Penalty: 2412.515137
	Iteration 0F: 2 clusters Score -1493531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1481514.875000 Penalty: 4825.030273
	Iteration 0F: 3 clusters Score -1481515 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1485611.125000 Penalty: 4825.030273
	Iteration 1F: 3 clusters Score -1485611 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1486225.500000 Penalty: 4825.030273
	Iteration 2F: 3 clusters Score -1486226 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1486876.625000 Penalty: 4825.030273
	Iteration 3F: 3 clusters Score -1486877 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1487546.375000 Penalty: 4825.030273
	Iteration 4F: 3 clusters Score -1487546 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1488220.875000 Penalty: 4825.030273
	Iteration 5F: 3 clusters Score -1488221 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1488800.750000 Penalty: 4825.030273
	Iteration 6F: 3 clusters Score -1488801 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1489291.625000 Penalty: 4825.030273
	Iteration 7F: 3 clusters Score -1489292 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1489713.000000 Penalty: 4825.030273
	Iteration 8Q: 3 clusters Score -1489713 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1490056.875000 Penalty: 4825.030273
	Iteration 9Q: 3 clusters Score -1490057 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1490339.250000 Penalty: 4825.030273
	Iteration 10Q: 3 clusters Score -1490339 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1490581.250000 Penalty: 4825.030273
	Iteration 11Q: 3 clusters Score -1490581 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1490781.750000 Penalty: 4825.030273
	Iteration 12Q: 3 clusters Score -1490782 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1490921.625000 Penalty: 4825.030273
	Iteration 13Q: 3 clusters Score -1490922 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1491024.125000 Penalty: 4825.030273
	Iteration 14Q: 3 clusters Score -1491024 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1491094.500000 Penalty: 4825.030273
	Iteration 15Q: 3 clusters Score -1491094 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1491154.250000 Penalty: 4825.030273
	Iteration 16Q: 3 clusters Score -1491154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1491194.375000 Penalty: 4825.030273
	Iteration 17Q: 3 clusters Score -1491194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1491218.625000 Penalty: 4825.030273
	Iteration 18Q: 3 clusters Score -1491219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1491224.625000 Penalty: 4825.030273
	Iteration 19Q: 3 clusters Score -1491225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1491234.250000 Penalty: 4825.030273
	Iteration 20F: 3 clusters Score -1491234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1491243.375000 Penalty: 4825.030273
	Iteration 21Q: 3 clusters Score -1491243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1491252.375000 Penalty: 4825.030273
	Iteration 22Q: 3 clusters Score -1491252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1491255.000000 Penalty: 4825.030273
	Iteration 23Q: 3 clusters Score -1491255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1491261.875000 Penalty: 4825.030273
	Iteration 24Q: 3 clusters Score -1491262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1491266.125000 Penalty: 4825.030273
	Iteration 25Q: 3 clusters Score -1491266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1491268.500000 Penalty: 4825.030273
	Iteration 26Q: 3 clusters Score -1491268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1491272.375000 Penalty: 4825.030273
	Iteration 27Q: 3 clusters Score -1491272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1491277.000000 Penalty: 4825.030273
	Iteration 28Q: 3 clusters Score -1491277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1491277.125000 Penalty: 4825.030273
	Iteration 29Q: 3 clusters Score -1491277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1491283.000000 Penalty: 4825.030273
	Iteration 30Q: 3 clusters Score -1491283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1491285.875000 Penalty: 4825.030273
	Iteration 31Q: 3 clusters Score -1491286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1491291.500000 Penalty: 4825.030273
	Iteration 32Q: 3 clusters Score -1491292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1491295.375000 Penalty: 4825.030273
	Iteration 33Q: 3 clusters Score -1491295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1491300.750000 Penalty: 4825.030273
	Iteration 34Q: 3 clusters Score -1491301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1491302.125000 Penalty: 4825.030273
	Iteration 35Q: 3 clusters Score -1491302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1491304.250000 Penalty: 4825.030273
	Iteration 36Q: 3 clusters Score -1491304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1491305.500000 Penalty: 4825.030273
	Iteration 37Q: 3 clusters Score -1491306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1491306.500000 Penalty: 4825.030273
	Iteration 38Q: 3 clusters Score -1491306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1491307.000000 Penalty: 4825.030273
	Iteration 39Q: 3 clusters Score -1491307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1491310.875000 Penalty: 4825.030273
	Iteration 40F: 3 clusters Score -1491311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1491318.750000 Penalty: 4825.030273
	Iteration 41Q: 3 clusters Score -1491319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1491319.500000 Penalty: 4825.030273
	Iteration 42Q: 3 clusters Score -1491320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1491322.625000 Penalty: 4825.030273
	Iteration 43Q: 3 clusters Score -1491323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1491320.750000 Penalty: 4825.030273
	Iteration 44Q: 3 clusters Score -1491321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1491324.875000 Penalty: 4825.030273
	Iteration 45Q: 3 clusters Score -1491325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1491326.125000 Penalty: 4825.030273
	Iteration 46Q: 3 clusters Score -1491326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1491332.875000 Penalty: 4825.030273
	Iteration 47Q: 3 clusters Score -1491333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1491344.000000 Penalty: 4825.030273
	Iteration 48Q: 3 clusters Score -1491344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1491345.625000 Penalty: 4825.030273
	Iteration 49Q: 3 clusters Score -1491346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1491350.875000 Penalty: 4825.030273
	Iteration 50Q: 3 clusters Score -1491351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1491355.750000 Penalty: 4825.030273
	Iteration 51Q: 3 clusters Score -1491356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1491364.750000 Penalty: 4825.030273
	Iteration 52Q: 3 clusters Score -1491365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1491369.125000 Penalty: 4825.030273
	Iteration 53Q: 3 clusters Score -1491369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1491382.875000 Penalty: 4825.030273
	Iteration 54Q: 3 clusters Score -1491383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1491383.500000 Penalty: 4825.030273
	Iteration 55Q: 3 clusters Score -1491384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1491385.000000 Penalty: 4825.030273
	Iteration 56Q: 3 clusters Score -1491385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1491388.875000 Penalty: 4825.030273
	Iteration 57Q: 3 clusters Score -1491389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1491391.625000 Penalty: 4825.030273
	Iteration 58Q: 3 clusters Score -1491392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1491393.750000 Penalty: 4825.030273
	Iteration 59Q: 3 clusters Score -1491394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1491400.125000 Penalty: 4825.030273
	Iteration 60F: 3 clusters Score -1491400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1491402.375000 Penalty: 4825.030273
	Iteration 61Q: 3 clusters Score -1491402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1491405.000000 Penalty: 4825.030273
	Iteration 62Q: 3 clusters Score -1491405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1491408.875000 Penalty: 4825.030273
	Iteration 63Q: 3 clusters Score -1491409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1491408.625000 Penalty: 4825.030273
	Iteration 64Q: 3 clusters Score -1491409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1491412.500000 Penalty: 4825.030273
	Iteration 65Q: 3 clusters Score -1491412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1491421.625000 Penalty: 4825.030273
	Iteration 66Q: 3 clusters Score -1491422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1491430.875000 Penalty: 4825.030273
	Iteration 67Q: 3 clusters Score -1491431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1491434.125000 Penalty: 4825.030273
	Iteration 68Q: 3 clusters Score -1491434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1491449.750000 Penalty: 4825.030273
	Iteration 69Q: 3 clusters Score -1491450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1491461.375000 Penalty: 4825.030273
	Iteration 70Q: 3 clusters Score -1491461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1491472.500000 Penalty: 4825.030273
	Iteration 71Q: 3 clusters Score -1491472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1491480.625000 Penalty: 4825.030273
	Iteration 72Q: 3 clusters Score -1491481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1491488.750000 Penalty: 4825.030273
	Iteration 73Q: 3 clusters Score -1491489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1491504.500000 Penalty: 4825.030273
	Iteration 74Q: 3 clusters Score -1491504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1491513.125000 Penalty: 4825.030273
	Iteration 75Q: 3 clusters Score -1491513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1491526.125000 Penalty: 4825.030273
	Iteration 76Q: 3 clusters Score -1491526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1491535.250000 Penalty: 4825.030273
	Iteration 77Q: 3 clusters Score -1491535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1491548.125000 Penalty: 4825.030273
	Iteration 78Q: 3 clusters Score -1491548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1491562.500000 Penalty: 4825.030273
	Iteration 79Q: 3 clusters Score -1491562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1491581.625000 Penalty: 4825.030273
	Iteration 80F: 3 clusters Score -1491582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1491597.250000 Penalty: 4825.030273
	Iteration 81Q: 3 clusters Score -1491597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1491611.375000 Penalty: 4825.030273
	Iteration 82Q: 3 clusters Score -1491611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1491628.250000 Penalty: 4825.030273
	Iteration 83Q: 3 clusters Score -1491628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1491648.250000 Penalty: 4825.030273
	Iteration 84Q: 3 clusters Score -1491648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1491664.375000 Penalty: 4825.030273
	Iteration 85Q: 3 clusters Score -1491664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1491683.625000 Penalty: 4825.030273
	Iteration 86Q: 3 clusters Score -1491684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1491690.375000 Penalty: 4825.030273
	Iteration 87Q: 3 clusters Score -1491690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1491710.125000 Penalty: 4825.030273
	Iteration 88Q: 3 clusters Score -1491710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1491721.875000 Penalty: 4825.030273
	Iteration 89Q: 3 clusters Score -1491722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1491735.250000 Penalty: 4825.030273
	Iteration 90Q: 3 clusters Score -1491735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1491755.250000 Penalty: 4825.030273
	Iteration 91Q: 3 clusters Score -1491755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1491777.250000 Penalty: 4825.030273
	Iteration 92Q: 3 clusters Score -1491777 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1491805.625000 Penalty: 4825.030273
	Iteration 93Q: 3 clusters Score -1491806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1491821.750000 Penalty: 4825.030273
	Iteration 94Q: 3 clusters Score -1491822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1491839.750000 Penalty: 4825.030273
	Iteration 95Q: 3 clusters Score -1491840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1491858.000000 Penalty: 4825.030273
	Iteration 96Q: 3 clusters Score -1491858 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1491878.125000 Penalty: 4825.030273
	Iteration 97Q: 3 clusters Score -1491878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1491901.500000 Penalty: 4825.030273
	Iteration 98Q: 3 clusters Score -1491902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1491920.625000 Penalty: 4825.030273
	Iteration 99Q: 3 clusters Score -1491921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1491933.375000 Penalty: 4825.030273
	Iteration 100F: 3 clusters Score -1491933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1491942.750000 Penalty: 4825.030273
	Iteration 101Q: 3 clusters Score -1491943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1491960.750000 Penalty: 4825.030273
	Iteration 102Q: 3 clusters Score -1491961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1491976.250000 Penalty: 4825.030273
	Iteration 103Q: 3 clusters Score -1491976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1491994.000000 Penalty: 4825.030273
	Iteration 104Q: 3 clusters Score -1491994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1492016.500000 Penalty: 4825.030273
	Iteration 105Q: 3 clusters Score -1492016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1492037.125000 Penalty: 4825.030273
	Iteration 106Q: 3 clusters Score -1492037 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1492050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1492058.000000 Penalty: 4825.030273
	Iteration 108Q: 3 clusters Score -1492058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1492076.500000 Penalty: 4825.030273
	Iteration 109Q: 3 clusters Score -1492076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1492085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1492101.125000 Penalty: 4825.030273
	Iteration 111Q: 3 clusters Score -1492101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1492112.625000 Penalty: 4825.030273
	Iteration 112Q: 3 clusters Score -1492113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1492121.750000 Penalty: 4825.030273
	Iteration 113Q: 3 clusters Score -1492122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1492125.500000 Penalty: 4825.030273
	Iteration 114Q: 3 clusters Score -1492126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1492130.625000 Penalty: 4825.030273
	Iteration 115Q: 3 clusters Score -1492131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1492136.625000 Penalty: 4825.030273
	Iteration 116Q: 3 clusters Score -1492137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1492140.625000 Penalty: 4825.030273
	Iteration 117Q: 3 clusters Score -1492141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1492154.625000 Penalty: 4825.030273
	Iteration 118Q: 3 clusters Score -1492155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1492158.375000 Penalty: 4825.030273
	Iteration 119Q: 3 clusters Score -1492158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1492163.750000 Penalty: 4825.030273
	Iteration 120F: 3 clusters Score -1492164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1492171.375000 Penalty: 4825.030273
	Iteration 121Q: 3 clusters Score -1492171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1492183.250000 Penalty: 4825.030273
	Iteration 122Q: 3 clusters Score -1492183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1492182.000000 Penalty: 4825.030273
	Iteration 123Q: 3 clusters Score -1492182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1492185.750000 Penalty: 4825.030273
	Iteration 124Q: 3 clusters Score -1492186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1492195.500000 Penalty: 4825.030273
	Iteration 125Q: 3 clusters Score -1492196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1492192.375000 Penalty: 4825.030273
	Iteration 126Q: 3 clusters Score -1492192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1492196.000000 Penalty: 4825.030273
	Iteration 127Q: 3 clusters Score -1492196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1492199.250000 Penalty: 4825.030273
	Iteration 128Q: 3 clusters Score -1492199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1492205.000000 Penalty: 4825.030273
	Iteration 129Q: 3 clusters Score -1492205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1492208.250000 Penalty: 4825.030273
	Iteration 130Q: 3 clusters Score -1492208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1492204.875000 Penalty: 4825.030273
	Iteration 131Q: 3 clusters Score -1492205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1492209.125000 Penalty: 4825.030273
	Iteration 132Q: 3 clusters Score -1492209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1492212.250000 Penalty: 4825.030273
	Iteration 133Q: 3 clusters Score -1492212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1492214.875000 Penalty: 4825.030273
	Iteration 134Q: 3 clusters Score -1492215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1492216.375000 Penalty: 4825.030273
	Iteration 135Q: 3 clusters Score -1492216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1492219.750000 Penalty: 4825.030273
	Iteration 136Q: 3 clusters Score -1492220 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1492224.375000 Penalty: 4825.030273
	Iteration 137Q: 3 clusters Score -1492224 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1492223.375000 Penalty: 4825.030273
	Iteration 138Q: 3 clusters Score -1492223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1492223.875000 Penalty: 4825.030273
	Iteration 139Q: 3 clusters Score -1492224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1492226.375000 Penalty: 4825.030273
	Iteration 140F: 3 clusters Score -1492226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1492227.500000 Penalty: 4825.030273
	Iteration 141Q: 3 clusters Score -1492228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1492229.375000 Penalty: 4825.030273
	Iteration 142Q: 3 clusters Score -1492229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1492229.375000 Penalty: 4825.030273
	Iteration 143Q: 3 clusters Score -1492229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1492223.875000 Penalty: 4825.030273
	Iteration 144Q: 3 clusters Score -1492224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1492227.125000 Penalty: 4825.030273
	Iteration 145Q: 3 clusters Score -1492227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1492227.375000 Penalty: 4825.030273
	Iteration 146Q: 3 clusters Score -1492227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1492230.000000 Penalty: 4825.030273
	Iteration 147Q: 3 clusters Score -1492230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1492230.375000 Penalty: 4825.030273
	Iteration 148Q: 3 clusters Score -1492230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1492230.375000 Penalty: 4825.030273
	Iteration 149F: 3 clusters Score -1492230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -696882.250000 Penalty: 2214.828125
	Iteration 0F: 2 clusters Score -696882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -690756.687500 Penalty: 4429.656250
	Iteration 0F: 3 clusters Score -690756.7 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -692536.375000 Penalty: 4429.656250
	Iteration 1F: 3 clusters Score -692536.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -692899.125000 Penalty: 4429.656250
	Iteration 2F: 3 clusters Score -692899.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -693242.937500 Penalty: 4429.656250
	Iteration 3F: 3 clusters Score -693242.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -693542.375000 Penalty: 4429.656250
	Iteration 4F: 3 clusters Score -693542.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -693797.750000 Penalty: 4429.656250
	Iteration 5Q: 3 clusters Score -693797.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -694016.875000 Penalty: 4429.656250
	Iteration 6Q: 3 clusters Score -694016.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -694188.375000 Penalty: 4429.656250
	Iteration 7Q: 3 clusters Score -694188.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -694367.625000 Penalty: 4429.656250
	Iteration 8Q: 3 clusters Score -694367.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -694568.062500 Penalty: 4429.656250
	Iteration 9Q: 3 clusters Score -694568.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -694779.375000 Penalty: 4429.656250
	Iteration 10Q: 3 clusters Score -694779.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -694976.875000 Penalty: 4429.656250
	Iteration 11Q: 3 clusters Score -694976.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -695122.187500 Penalty: 4429.656250
	Iteration 12Q: 3 clusters Score -695122.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -695250.000000 Penalty: 4429.656250
	Iteration 13Q: 3 clusters Score -695250 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -695366.000000 Penalty: 4429.656250
	Iteration 14Q: 3 clusters Score -695366 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -695463.437500 Penalty: 4429.656250
	Iteration 15Q: 3 clusters Score -695463.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -695530.125000 Penalty: 4429.656250
	Iteration 16Q: 3 clusters Score -695530.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -695573.687500 Penalty: 4429.656250
	Iteration 17Q: 3 clusters Score -695573.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -695605.375000 Penalty: 4429.656250
	Iteration 18Q: 3 clusters Score -695605.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -695625.562500 Penalty: 4429.656250
	Iteration 19Q: 3 clusters Score -695625.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -695646.000000 Penalty: 4429.656250
	Iteration 20F: 3 clusters Score -695646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -695662.562500 Penalty: 4429.656250
	Iteration 21Q: 3 clusters Score -695662.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -695688.250000 Penalty: 4429.656250
	Iteration 22Q: 3 clusters Score -695688.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -695699.937500 Penalty: 4429.656250
	Iteration 23Q: 3 clusters Score -695699.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -695711.250000 Penalty: 4429.656250
	Iteration 24Q: 3 clusters Score -695711.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -695718.625000 Penalty: 4429.656250
	Iteration 25Q: 3 clusters Score -695718.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -695725.375000 Penalty: 4429.656250
	Iteration 26Q: 3 clusters Score -695725.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -695735.875000 Penalty: 4429.656250
	Iteration 27Q: 3 clusters Score -695735.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -695742.375000 Penalty: 4429.656250
	Iteration 28Q: 3 clusters Score -695742.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -695757.500000 Penalty: 4429.656250
	Iteration 29Q: 3 clusters Score -695757.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -695771.750000 Penalty: 4429.656250
	Iteration 30Q: 3 clusters Score -695771.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -695785.250000 Penalty: 4429.656250
	Iteration 31Q: 3 clusters Score -695785.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -695805.062500 Penalty: 4429.656250
	Iteration 32Q: 3 clusters Score -695805.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -695830.500000 Penalty: 4429.656250
	Iteration 33Q: 3 clusters Score -695830.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -695882.437500 Penalty: 4429.656250
	Iteration 34Q: 3 clusters Score -695882.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -695948.500000 Penalty: 4429.656250
	Iteration 35Q: 3 clusters Score -695948.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -696036.562500 Penalty: 4429.656250
	Iteration 36Q: 3 clusters Score -696036.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -696161.375000 Penalty: 4429.656250
	Iteration 37Q: 3 clusters Score -696161.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -696347.937500 Penalty: 4429.656250
	Iteration 38Q: 3 clusters Score -696347.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -696568.375000 Penalty: 4429.656250
	Iteration 39Q: 3 clusters Score -696568.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -696747.187500 Penalty: 4429.656250
	Iteration 40F: 3 clusters Score -696747.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -696848.000000 Penalty: 4429.656250
	Iteration 41Q: 3 clusters Score -696848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -696902.812500 Penalty: 4429.656250
	Iteration 42Q: 3 clusters Score -696902.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -696934.312500 Penalty: 4429.656250
	Iteration 43Q: 3 clusters Score -696934.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -696951.250000 Penalty: 4429.656250
	Iteration 44Q: 3 clusters Score -696951.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -696958.562500 Penalty: 4429.656250
	Iteration 45Q: 3 clusters Score -696958.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -696963.250000 Penalty: 4429.656250
	Iteration 46Q: 3 clusters Score -696963.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -696966.875000 Penalty: 4429.656250
	Iteration 47Q: 3 clusters Score -696966.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -696973.187500 Penalty: 4429.656250
	Iteration 48Q: 3 clusters Score -696973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -696978.000000 Penalty: 4429.656250
	Iteration 49Q: 3 clusters Score -696978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -696979.812500 Penalty: 4429.656250
	Iteration 50Q: 3 clusters Score -696979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -696983.437500 Penalty: 4429.656250
	Iteration 51Q: 3 clusters Score -696983.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -696989.125000 Penalty: 4429.656250
	Iteration 52Q: 3 clusters Score -696989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -696990.000000 Penalty: 4429.656250
	Iteration 53Q: 3 clusters Score -696990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -696990.750000 Penalty: 4429.656250
	Iteration 54Q: 3 clusters Score -696990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -696991.812500 Penalty: 4429.656250
	Iteration 55Q: 3 clusters Score -696991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -696993.500000 Penalty: 4429.656250
	Iteration 56Q: 3 clusters Score -696993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -696993.937500 Penalty: 4429.656250
	Iteration 57Q: 3 clusters Score -696993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -696993.562500 Penalty: 4429.656250
	Iteration 58Q: 3 clusters Score -696993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -696992.562500 Penalty: 4429.656250
	Iteration 59Q: 3 clusters Score -696992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -696993.812500 Penalty: 4429.656250
	Iteration 60F: 3 clusters Score -696993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -696996.812500 Penalty: 4429.656250
	Iteration 61Q: 3 clusters Score -696996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -696996.375000 Penalty: 4429.656250
	Iteration 62Q: 3 clusters Score -696996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -696999.375000 Penalty: 4429.656250
	Iteration 63Q: 3 clusters Score -696999.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -697000.187500 Penalty: 4429.656250
	Iteration 64Q: 3 clusters Score -697000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -697000.562500 Penalty: 4429.656250
	Iteration 65Q: 3 clusters Score -697000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -697000.562500 Penalty: 4429.656250
	Iteration 66F: 3 clusters Score -697000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Mstep: Class 37 contains 5933 members 
Mstep: Class 38 contains 4918 members 
Mstep: Class 39 contains 57002 members 
Mstep: Class 40 contains 3377 members 
Mstep: Class 41 contains 3828 members 
Entering Unmasked Estep 
Score: -58889132.000000 Penalty: 135718.187500
Splitting cluster 24 changes total score from -58884196.000000 to -58889132.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (12050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Entering Unmasked Estep 
Score: -1168079.125000 Penalty: 2330.411377
	Iteration 0F: 2 clusters Score -1168079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1159154.000000 Penalty: 4660.822754
	Iteration 0F: 3 clusters Score -1159154 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1161867.750000 Penalty: 4660.822754
	Iteration 1F: 3 clusters Score -1161868 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1162272.875000 Penalty: 4660.822754
	Iteration 2F: 3 clusters Score -1162273 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1162599.375000 Penalty: 4660.822754
	Iteration 3F: 3 clusters Score -1162599 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1162901.500000 Penalty: 4660.822754
	Iteration 4Q: 3 clusters Score -1162902 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1163207.625000 Penalty: 4660.822754
	Iteration 5Q: 3 clusters Score -1163208 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1163555.125000 Penalty: 4660.822754
	Iteration 6Q: 3 clusters Score -1163555 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1163942.500000 Penalty: 4660.822754
	Iteration 7Q: 3 clusters Score -1163942 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1164366.750000 Penalty: 4660.822754
	Iteration 8F: 3 clusters Score -1164367 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1164804.875000 Penalty: 4660.822754
	Iteration 9Q: 3 clusters Score -1164805 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1165233.750000 Penalty: 4660.822754
	Iteration 10Q: 3 clusters Score -1165234 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1165581.875000 Penalty: 4660.822754
	Iteration 11Q: 3 clusters Score -1165582 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1165835.125000 Penalty: 4660.822754
	Iteration 12Q: 3 clusters Score -1165835 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1166017.250000 Penalty: 4660.822754
	Iteration 13Q: 3 clusters Score -1166017 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1166190.875000 Penalty: 4660.822754
	Iteration 14Q: 3 clusters Score -1166191 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1166366.000000 Penalty: 4660.822754
	Iteration 15Q: 3 clusters Score -1166366 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1166525.375000 Penalty: 4660.822754
	Iteration 16Q: 3 clusters Score -1166525 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1166700.750000 Penalty: 4660.822754
	Iteration 17Q: 3 clusters Score -1166701 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1166881.625000 Penalty: 4660.822754
	Iteration 18Q: 3 clusters Score -1166882 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1167053.875000 Penalty: 4660.822754
	Iteration 19Q: 3 clusters Score -1167054 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1167218.375000 Penalty: 4660.822754
	Iteration 20F: 3 clusters Score -1167218 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1167351.875000 Penalty: 4660.822754
	Iteration 21Q: 3 clusters Score -1167352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1167456.625000 Penalty: 4660.822754
	Iteration 22Q: 3 clusters Score -1167457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1167527.625000 Penalty: 4660.822754
	Iteration 23Q: 3 clusters Score -1167528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1167583.875000 Penalty: 4660.822754
	Iteration 24Q: 3 clusters Score -1167584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1167637.250000 Penalty: 4660.822754
	Iteration 25Q: 3 clusters Score -1167637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1167672.125000 Penalty: 4660.822754
	Iteration 26Q: 3 clusters Score -1167672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1167686.750000 Penalty: 4660.822754
	Iteration 27Q: 3 clusters Score -1167687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1167692.625000 Penalty: 4660.822754
	Iteration 28Q: 3 clusters Score -1167693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1167697.000000 Penalty: 4660.822754
	Iteration 29Q: 3 clusters Score -1167697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1167698.750000 Penalty: 4660.822754
	Iteration 30Q: 3 clusters Score -1167699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1167695.250000 Penalty: 4660.822754
	Iteration 31Q: 3 clusters Score -1167695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1167692.125000 Penalty: 4660.822754
	Iteration 32Q: 3 clusters Score -1167692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1167695.875000 Penalty: 4660.822754
	Iteration 33Q: 3 clusters Score -1167696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1167696.000000 Penalty: 4660.822754
	Iteration 34Q: 3 clusters Score -1167696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1167696.375000 Penalty: 4660.822754
	Iteration 35Q: 3 clusters Score -1167696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1167700.250000 Penalty: 4660.822754
	Iteration 36Q: 3 clusters Score -1167700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1167699.250000 Penalty: 4660.822754
	Iteration 37Q: 3 clusters Score -1167699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1167700.750000 Penalty: 4660.822754
	Iteration 38Q: 3 clusters Score -1167701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1167702.625000 Penalty: 4660.822754
	Iteration 39Q: 3 clusters Score -1167703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1167702.125000 Penalty: 4660.822754
	Iteration 40F: 3 clusters Score -1167702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1167702.875000 Penalty: 4660.822754
	Iteration 41Q: 3 clusters Score -1167703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1167702.875000 Penalty: 4660.822754
	Iteration 42F: 3 clusters Score -1167703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Entering Unmasked Estep 
Score: -2985732.500000 Penalty: 2555.667725
	Iteration 0F: 2 clusters Score -2985732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2965235.250000 Penalty: 5111.335449
	Iteration 0F: 3 clusters Score -2965235 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2972802.750000 Penalty: 5111.335449
	Iteration 1F: 3 clusters Score -2972803 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2973332.500000 Penalty: 5111.335449
	Iteration 2F: 3 clusters Score -2973332 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2973869.000000 Penalty: 5111.335449
	Iteration 3Q: 3 clusters Score -2973869 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2974458.000000 Penalty: 5111.335449
	Iteration 4Q: 3 clusters Score -2974458 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2975124.000000 Penalty: 5111.335449
	Iteration 5Q: 3 clusters Score -2975124 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2976050.500000 Penalty: 5111.335449
	Iteration 6F: 3 clusters Score -2976050 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2977302.500000 Penalty: 5111.335449
	Iteration 7F: 3 clusters Score -2977302 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2978725.000000 Penalty: 5111.335449
	Iteration 8F: 3 clusters Score -2978725 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2980058.250000 Penalty: 5111.335449
	Iteration 9F: 3 clusters Score -2980058 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2981073.750000 Penalty: 5111.335449
	Iteration 10F: 3 clusters Score -2981074 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2981672.250000 Penalty: 5111.335449
	Iteration 11Q: 3 clusters Score -2981672 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2982031.500000 Penalty: 5111.335449
	Iteration 12Q: 3 clusters Score -2982032 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2982206.500000 Penalty: 5111.335449
	Iteration 13Q: 3 clusters Score -2982206 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2982305.250000 Penalty: 5111.335449
	Iteration 14Q: 3 clusters Score -2982305 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2982371.750000 Penalty: 5111.335449
	Iteration 15Q: 3 clusters Score -2982372 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2982416.250000 Penalty: 5111.335449
	Iteration 16Q: 3 clusters Score -2982416 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2982464.000000 Penalty: 5111.335449
	Iteration 17Q: 3 clusters Score -2982464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2982482.750000 Penalty: 5111.335449
	Iteration 18Q: 3 clusters Score -2982483 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2982517.000000 Penalty: 5111.335449
	Iteration 19Q: 3 clusters Score -2982517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2982537.750000 Penalty: 5111.335449
	Iteration 20F: 3 clusters Score -2982538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2982561.750000 Penalty: 5111.335449
	Iteration 21Q: 3 clusters Score -2982562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2982590.000000 Penalty: 5111.335449
	Iteration 22Q: 3 clusters Score -2982590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2982599.500000 Penalty: 5111.335449
	Iteration 23Q: 3 clusters Score -2982600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2982613.500000 Penalty: 5111.335449
	Iteration 24Q: 3 clusters Score -2982614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2982635.250000 Penalty: 5111.335449
	Iteration 25Q: 3 clusters Score -2982635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2982642.000000 Penalty: 5111.335449
	Iteration 26Q: 3 clusters Score -2982642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2982663.500000 Penalty: 5111.335449
	Iteration 27Q: 3 clusters Score -2982664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2982679.000000 Penalty: 5111.335449
	Iteration 28Q: 3 clusters Score -2982679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2982691.250000 Penalty: 5111.335449
	Iteration 29Q: 3 clusters Score -2982691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2982704.500000 Penalty: 5111.335449
	Iteration 30Q: 3 clusters Score -2982704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2982717.750000 Penalty: 5111.335449
	Iteration 31Q: 3 clusters Score -2982718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2982729.500000 Penalty: 5111.335449
	Iteration 32Q: 3 clusters Score -2982730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2982736.000000 Penalty: 5111.335449
	Iteration 33Q: 3 clusters Score -2982736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2982744.000000 Penalty: 5111.335449
	Iteration 34Q: 3 clusters Score -2982744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2982757.500000 Penalty: 5111.335449
	Iteration 35Q: 3 clusters Score -2982758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2982780.500000 Penalty: 5111.335449
	Iteration 36Q: 3 clusters Score -2982780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2982781.500000 Penalty: 5111.335449
	Iteration 37Q: 3 clusters Score -2982782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2982793.000000 Penalty: 5111.335449
	Iteration 38Q: 3 clusters Score -2982793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2982808.500000 Penalty: 5111.335449
	Iteration 39Q: 3 clusters Score -2982808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2982823.250000 Penalty: 5111.335449
	Iteration 40F: 3 clusters Score -2982823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2982833.500000 Penalty: 5111.335449
	Iteration 41Q: 3 clusters Score -2982834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2982841.500000 Penalty: 5111.335449
	Iteration 42Q: 3 clusters Score -2982842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2982865.750000 Penalty: 5111.335449
	Iteration 43Q: 3 clusters Score -2982866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2982868.750000 Penalty: 5111.335449
	Iteration 44Q: 3 clusters Score -2982869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2982896.000000 Penalty: 5111.335449
	Iteration 45Q: 3 clusters Score -2982896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2982887.000000 Penalty: 5111.335449
	Iteration 46Q: 3 clusters Score -2982887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2982903.250000 Penalty: 5111.335449
	Iteration 47Q: 3 clusters Score -2982903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2982924.500000 Penalty: 5111.335449
	Iteration 48Q: 3 clusters Score -2982924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2982940.500000 Penalty: 5111.335449
	Iteration 49Q: 3 clusters Score -2982940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2982961.250000 Penalty: 5111.335449
	Iteration 50Q: 3 clusters Score -2982961 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2982976.500000 Penalty: 5111.335449
	Iteration 51Q: 3 clusters Score -2982976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2982984.250000 Penalty: 5111.335449
	Iteration 52Q: 3 clusters Score -2982984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2983016.750000 Penalty: 5111.335449
	Iteration 53Q: 3 clusters Score -2983017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2983021.000000 Penalty: 5111.335449
	Iteration 54Q: 3 clusters Score -2983021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2983035.750000 Penalty: 5111.335449
	Iteration 55Q: 3 clusters Score -2983036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2983053.000000 Penalty: 5111.335449
	Iteration 56Q: 3 clusters Score -2983053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2983065.500000 Penalty: 5111.335449
	Iteration 57Q: 3 clusters Score -2983066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2983080.250000 Penalty: 5111.335449
	Iteration 58Q: 3 clusters Score -2983080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2983097.750000 Penalty: 5111.335449
	Iteration 59Q: 3 clusters Score -2983098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2983110.250000 Penalty: 5111.335449
	Iteration 60F: 3 clusters Score -2983110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2983116.250000 Penalty: 5111.335449
	Iteration 61Q: 3 clusters Score -2983116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2983139.250000 Penalty: 5111.335449
	Iteration 62Q: 3 clusters Score -2983139 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2983152.000000 Penalty: 5111.335449
	Iteration 63Q: 3 clusters Score -2983152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2983181.750000 Penalty: 5111.335449
	Iteration 64Q: 3 clusters Score -2983182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2983198.250000 Penalty: 5111.335449
	Iteration 65Q: 3 clusters Score -2983198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2983202.500000 Penalty: 5111.335449
	Iteration 66Q: 3 clusters Score -2983202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2983213.750000 Penalty: 5111.335449
	Iteration 67Q: 3 clusters Score -2983214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2983213.750000 Penalty: 5111.335449
	Iteration 68Q: 3 clusters Score -2983214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2983225.000000 Penalty: 5111.335449
	Iteration 69Q: 3 clusters Score -2983225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2983241.250000 Penalty: 5111.335449
	Iteration 70Q: 3 clusters Score -2983241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2983249.750000 Penalty: 5111.335449
	Iteration 71Q: 3 clusters Score -2983250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2983269.000000 Penalty: 5111.335449
	Iteration 72Q: 3 clusters Score -2983269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2983290.750000 Penalty: 5111.335449
	Iteration 73Q: 3 clusters Score -2983291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2983299.750000 Penalty: 5111.335449
	Iteration 74Q: 3 clusters Score -2983300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2983312.000000 Penalty: 5111.335449
	Iteration 75Q: 3 clusters Score -2983312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2983314.000000 Penalty: 5111.335449
	Iteration 76Q: 3 clusters Score -2983314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2983321.500000 Penalty: 5111.335449
	Iteration 77Q: 3 clusters Score -2983322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2983331.000000 Penalty: 5111.335449
	Iteration 78Q: 3 clusters Score -2983331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2983351.000000 Penalty: 5111.335449
	Iteration 79Q: 3 clusters Score -2983351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2983351.500000 Penalty: 5111.335449
	Iteration 80F: 3 clusters Score -2983352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2983362.500000 Penalty: 5111.335449
	Iteration 81Q: 3 clusters Score -2983362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2983363.500000 Penalty: 5111.335449
	Iteration 82Q: 3 clusters Score -2983364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2983376.000000 Penalty: 5111.335449
	Iteration 83Q: 3 clusters Score -2983376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2983381.750000 Penalty: 5111.335449
	Iteration 84Q: 3 clusters Score -2983382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2983382.500000 Penalty: 5111.335449
	Iteration 85Q: 3 clusters Score -2983382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2983400.000000 Penalty: 5111.335449
	Iteration 86Q: 3 clusters Score -2983400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2983412.750000 Penalty: 5111.335449
	Iteration 87Q: 3 clusters Score -2983413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2983418.750000 Penalty: 5111.335449
	Iteration 88Q: 3 clusters Score -2983419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2983436.250000 Penalty: 5111.335449
	Iteration 89Q: 3 clusters Score -2983436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2983457.000000 Penalty: 5111.335449
	Iteration 90Q: 3 clusters Score -2983457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2983469.000000 Penalty: 5111.335449
	Iteration 91Q: 3 clusters Score -2983469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2983482.500000 Penalty: 5111.335449
	Iteration 92Q: 3 clusters Score -2983482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2983497.000000 Penalty: 5111.335449
	Iteration 93Q: 3 clusters Score -2983497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2983503.500000 Penalty: 5111.335449
	Iteration 94Q: 3 clusters Score -2983504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2983509.000000 Penalty: 5111.335449
	Iteration 95Q: 3 clusters Score -2983509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2983515.500000 Penalty: 5111.335449
	Iteration 96Q: 3 clusters Score -2983516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2983521.750000 Penalty: 5111.335449
	Iteration 97Q: 3 clusters Score -2983522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2983526.000000 Penalty: 5111.335449
	Iteration 98Q: 3 clusters Score -2983526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2983529.250000 Penalty: 5111.335449
	Iteration 99Q: 3 clusters Score -2983529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2983536.000000 Penalty: 5111.335449
	Iteration 100F: 3 clusters Score -2983536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2983555.500000 Penalty: 5111.335449
	Iteration 101Q: 3 clusters Score -2983556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2983553.750000 Penalty: 5111.335449
	Iteration 102Q: 3 clusters Score -2983554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2983566.750000 Penalty: 5111.335449
	Iteration 103Q: 3 clusters Score -2983567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2983560.250000 Penalty: 5111.335449
	Iteration 104Q: 3 clusters Score -2983560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2983567.500000 Penalty: 5111.335449
	Iteration 105Q: 3 clusters Score -2983568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2983571.750000 Penalty: 5111.335449
	Iteration 106Q: 3 clusters Score -2983572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2983571.750000 Penalty: 5111.335449
	Iteration 107Q: 3 clusters Score -2983572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2983574.250000 Penalty: 5111.335449
	Iteration 108Q: 3 clusters Score -2983574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2983577.500000 Penalty: 5111.335449
	Iteration 109Q: 3 clusters Score -2983578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2983574.250000 Penalty: 5111.335449
	Iteration 110Q: 3 clusters Score -2983574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2983574.500000 Penalty: 5111.335449
	Iteration 111Q: 3 clusters Score -2983574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2983582.000000 Penalty: 5111.335449
	Iteration 112Q: 3 clusters Score -2983582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2983590.000000 Penalty: 5111.335449
	Iteration 113Q: 3 clusters Score -2983590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2983597.750000 Penalty: 5111.335449
	Iteration 114Q: 3 clusters Score -2983598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2983615.750000 Penalty: 5111.335449
	Iteration 115Q: 3 clusters Score -2983616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2983623.500000 Penalty: 5111.335449
	Iteration 116Q: 3 clusters Score -2983624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2983631.500000 Penalty: 5111.335449
	Iteration 117Q: 3 clusters Score -2983632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2983636.250000 Penalty: 5111.335449
	Iteration 118Q: 3 clusters Score -2983636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2983648.250000 Penalty: 5111.335449
	Iteration 119Q: 3 clusters Score -2983648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2983657.250000 Penalty: 5111.335449
	Iteration 120F: 3 clusters Score -2983657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2983658.750000 Penalty: 5111.335449
	Iteration 121Q: 3 clusters Score -2983659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2983662.500000 Penalty: 5111.335449
	Iteration 122Q: 3 clusters Score -2983662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2983668.500000 Penalty: 5111.335449
	Iteration 123Q: 3 clusters Score -2983668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2983676.750000 Penalty: 5111.335449
	Iteration 124Q: 3 clusters Score -2983677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2983667.750000 Penalty: 5111.335449
	Iteration 125Q: 3 clusters Score -2983668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2983676.500000 Penalty: 5111.335449
	Iteration 126Q: 3 clusters Score -2983676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2983677.500000 Penalty: 5111.335449
	Iteration 127Q: 3 clusters Score -2983678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2983677.500000 Penalty: 5111.335449
	Iteration 128Q: 3 clusters Score -2983678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2983675.250000 Penalty: 5111.335449
	Iteration 129Q: 3 clusters Score -2983675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2983678.250000 Penalty: 5111.335449
	Iteration 130Q: 3 clusters Score -2983678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2983687.750000 Penalty: 5111.335449
	Iteration 131Q: 3 clusters Score -2983688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2983691.750000 Penalty: 5111.335449
	Iteration 132Q: 3 clusters Score -2983692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2983690.750000 Penalty: 5111.335449
	Iteration 133Q: 3 clusters Score -2983691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2983701.500000 Penalty: 5111.335449
	Iteration 134Q: 3 clusters Score -2983702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2983709.000000 Penalty: 5111.335449
	Iteration 135Q: 3 clusters Score -2983709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2983715.500000 Penalty: 5111.335449
	Iteration 136Q: 3 clusters Score -2983716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2983720.000000 Penalty: 5111.335449
	Iteration 137Q: 3 clusters Score -2983720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2983717.750000 Penalty: 5111.335449
	Iteration 138Q: 3 clusters Score -2983718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2983722.000000 Penalty: 5111.335449
	Iteration 139Q: 3 clusters Score -2983722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2983720.750000 Penalty: 5111.335449
	Iteration 140F: 3 clusters Score -2983721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2983721.500000 Penalty: 5111.335449
	Iteration 141Q: 3 clusters Score -2983722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2983722.750000 Penalty: 5111.335449
	Iteration 142Q: 3 clusters Score -2983723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2983725.250000 Penalty: 5111.335449
	Iteration 143Q: 3 clusters Score -2983725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2983732.500000 Penalty: 5111.335449
	Iteration 144Q: 3 clusters Score -2983732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2983732.250000 Penalty: 5111.335449
	Iteration 145Q: 3 clusters Score -2983732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2983734.750000 Penalty: 5111.335449
	Iteration 146Q: 3 clusters Score -2983735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2983734.250000 Penalty: 5111.335449
	Iteration 147Q: 3 clusters Score -2983734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2983735.250000 Penalty: 5111.335449
	Iteration 148Q: 3 clusters Score -2983735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2983736.000000 Penalty: 5111.335449
	Iteration 149Q: 3 clusters Score -2983736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2983740.000000 Penalty: 5111.335449
	Iteration 150Q: 3 clusters Score -2983740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2983740.750000 Penalty: 5111.335449
	Iteration 151Q: 3 clusters Score -2983741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2983741.000000 Penalty: 5111.335449
	Iteration 152Q: 3 clusters Score -2983741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2983743.500000 Penalty: 5111.335449
	Iteration 153Q: 3 clusters Score -2983744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2983740.500000 Penalty: 5111.335449
	Iteration 154Q: 3 clusters Score -2983740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2983736.250000 Penalty: 5111.335449
	Iteration 155Q: 3 clusters Score -2983736 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2983736 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2983735.750000 Penalty: 5111.335449
	Iteration 157F: 3 clusters Score -2983736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -94975.859375 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -94975.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93016.984375 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -93016.98 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93285.062500 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -93285.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93361.960938 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -93361.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93414.476562 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -93414.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93440.625000 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -93440.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93453.914062 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -93453.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93459.937500 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -93459.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -93463.398438 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -93463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93470.179688 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -93470.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -93474.734375 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -93474.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93476.328125 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -93476.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -93478.437500 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -93478.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -93481.070312 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -93481.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -93482.835938 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -93482.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93483.312500 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -93483.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93483.312500 Penalty: 3432.163330
	Iteration 15F: 3 clusters Score -93483.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -207933.265625 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -207933.3 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 1309 members 
Entering Unmasked Estep 
Score: -204933.328125 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -204933.3 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -205766.359375 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -205766.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -206057.125000 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -206057.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -206241.093750 Penalty: 3916.690186
	Iteration 3F: 3 clusters Score -206241.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -206380.843750 Penalty: 3916.690186
	Iteration 4Q: 3 clusters Score -206380.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -206468.406250 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -206468.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -206566.312500 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -206566.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -206706.984375 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -206707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -206838.359375 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -206838.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -206936.171875 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -206936.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -207026.812500 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -207026.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -207076.968750 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -207077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -207107.703125 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -207107.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -207125.718750 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -207125.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -207135.984375 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -207136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -207145.843750 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -207145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -207146.859375 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -207146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207147.015625 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -207147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207147.015625 Penalty: 3916.690186
	Iteration 18F: 3 clusters Score -207147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -467651.468750 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -467651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -463098.000000 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -463098 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -464248.562500 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -464248.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -464579.781250 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -464579.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -464879.781250 Penalty: 4228.676758
	Iteration 3F: 3 clusters Score -464879.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -465165.968750 Penalty: 4228.676758
	Iteration 4F: 3 clusters Score -465166 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -465484.593750 Penalty: 4228.676758
	Iteration 5F: 3 clusters Score -465484.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -465793.156250 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -465793.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -466006.500000 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -466006.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -466172.437500 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -466172.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -466324.093750 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -466324.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -466463.812500 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -466463.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -466594.437500 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -466594.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -466719.562500 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -466719.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -466843.156250 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -466843.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -466973.250000 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -466973.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -467106.031250 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -467106 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -467198.062500 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -467198.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -467271.281250 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -467271.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -467339.312500 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -467339.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -467416.843750 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -467416.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -467507.093750 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -467507.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -467588.750000 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -467588.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -467628.031250 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -467628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -467653.125000 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -467653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -467668.437500 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -467668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -467675.218750 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -467675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -467681.343750 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -467681.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -467690.812500 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -467690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -467698.593750 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -467698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -467707.250000 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -467707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -467713.062500 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -467713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -467715.312500 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -467715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -467718.968750 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -467719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -467726.937500 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -467726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -467731.687500 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -467731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -467734.093750 Penalty: 4228.676758
	Iteration 35Q: 3 clusters Score -467734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -467734.437500 Penalty: 4228.676758
	Iteration 36Q: 3 clusters Score -467734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -467734.437500 Penalty: 4228.676758
	Iteration 37F: 3 clusters Score -467734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 1028 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 104349 members 
Mstep: Class 37 contains 5933 members 
Mstep: Class 38 contains 4918 members 
Mstep: Class 39 contains 57002 members 
Mstep: Class 40 contains 3377 members 
Mstep: Class 41 contains 3828 members 
Mstep: Class 42 contains 4014 members 
Entering Unmasked Estep 
Score: -58888016.000000 Penalty: 139028.390625
Splitting cluster 29 changes total score from -58884196.000000 to -58888016.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -289516.531250 Penalty: 1973.640381
	Iteration 0F: 2 clusters Score -289516.5 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 1426 members 
Entering Unmasked Estep 
Score: -286422.687500 Penalty: 3947.280762
	Iteration 0F: 3 clusters Score -286422.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -286989.218750 Penalty: 3947.280762
	Iteration 1F: 3 clusters Score -286989.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -287122.875000 Penalty: 3947.280762
	Iteration 2F: 3 clusters Score -287122.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -287191.906250 Penalty: 3947.280762
	Iteration 3Q: 3 clusters Score -287191.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -287243.187500 Penalty: 3947.280762
	Iteration 4Q: 3 clusters Score -287243.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287286.375000 Penalty: 3947.280762
	Iteration 5Q: 3 clusters Score -287286.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -287313.000000 Penalty: 3947.280762
	Iteration 6Q: 3 clusters Score -287313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -287331.718750 Penalty: 3947.280762
	Iteration 7Q: 3 clusters Score -287331.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287347.093750 Penalty: 3947.280762
	Iteration 8Q: 3 clusters Score -287347.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -287358.125000 Penalty: 3947.280762
	Iteration 9Q: 3 clusters Score -287358.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -287368.468750 Penalty: 3947.280762
	Iteration 10Q: 3 clusters Score -287368.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -287379.875000 Penalty: 3947.280762
	Iteration 11Q: 3 clusters Score -287379.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -287388.156250 Penalty: 3947.280762
	Iteration 12Q: 3 clusters Score -287388.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -287396.000000 Penalty: 3947.280762
	Iteration 13Q: 3 clusters Score -287396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -287401.156250 Penalty: 3947.280762
	Iteration 14Q: 3 clusters Score -287401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -287405.843750 Penalty: 3947.280762
	Iteration 15Q: 3 clusters Score -287405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -287410.906250 Penalty: 3947.280762
	Iteration 16Q: 3 clusters Score -287410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287414.937500 Penalty: 3947.280762
	Iteration 17Q: 3 clusters Score -287414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287418.187500 Penalty: 3947.280762
	Iteration 18Q: 3 clusters Score -287418.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287422.687500 Penalty: 3947.280762
	Iteration 19Q: 3 clusters Score -287422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -287427.875000 Penalty: 3947.280762
	Iteration 20F: 3 clusters Score -287427.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -287430.937500 Penalty: 3947.280762
	Iteration 21Q: 3 clusters Score -287430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -287433.000000 Penalty: 3947.280762
	Iteration 22Q: 3 clusters Score -287433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -287435.500000 Penalty: 3947.280762
	Iteration 23Q: 3 clusters Score -287435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287437.375000 Penalty: 3947.280762
	Iteration 24Q: 3 clusters Score -287437.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287440.156250 Penalty: 3947.280762
	Iteration 25Q: 3 clusters Score -287440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287444.093750 Penalty: 3947.280762
	Iteration 26Q: 3 clusters Score -287444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -287446.437500 Penalty: 3947.280762
	Iteration 27Q: 3 clusters Score -287446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -287449.406250 Penalty: 3947.280762
	Iteration 28Q: 3 clusters Score -287449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287453.562500 Penalty: 3947.280762
	Iteration 29Q: 3 clusters Score -287453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -287457.687500 Penalty: 3947.280762
	Iteration 30Q: 3 clusters Score -287457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -287460.593750 Penalty: 3947.280762
	Iteration 31Q: 3 clusters Score -287460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287465.031250 Penalty: 3947.280762
	Iteration 32Q: 3 clusters Score -287465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -287468.937500 Penalty: 3947.280762
	Iteration 33Q: 3 clusters Score -287468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -287473.218750 Penalty: 3947.280762
	Iteration 34Q: 3 clusters Score -287473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -287476.843750 Penalty: 3947.280762
	Iteration 35Q: 3 clusters Score -287476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287479.750000 Penalty: 3947.280762
	Iteration 36Q: 3 clusters Score -287479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287483.187500 Penalty: 3947.280762
	Iteration 37Q: 3 clusters Score -287483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -287486.250000 Penalty: 3947.280762
	Iteration 38Q: 3 clusters Score -287486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -287489.687500 Penalty: 3947.280762
	Iteration 39Q: 3 clusters Score -287489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -287492.906250 Penalty: 3947.280762
	Iteration 40F: 3 clusters Score -287492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -287498.500000 Penalty: 3947.280762
	Iteration 41Q: 3 clusters Score -287498.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -287505.031250 Penalty: 3947.280762
	Iteration 42Q: 3 clusters Score -287505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -287511.593750 Penalty: 3947.280762
	Iteration 43Q: 3 clusters Score -287511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -287517.250000 Penalty: 3947.280762
	Iteration 44Q: 3 clusters Score -287517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -287520.156250 Penalty: 3947.280762
	Iteration 45Q: 3 clusters Score -287520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -287522.437500 Penalty: 3947.280762
	Iteration 46Q: 3 clusters Score -287522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -287530.312500 Penalty: 3947.280762
	Iteration 47Q: 3 clusters Score -287530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -287533.812500 Penalty: 3947.280762
	Iteration 48Q: 3 clusters Score -287533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -287536.937500 Penalty: 3947.280762
	Iteration 49Q: 3 clusters Score -287536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -287538.531250 Penalty: 3947.280762
	Iteration 50Q: 3 clusters Score -287538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -287540.281250 Penalty: 3947.280762
	Iteration 51Q: 3 clusters Score -287540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -287541.968750 Penalty: 3947.280762
	Iteration 52Q: 3 clusters Score -287542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -287543.281250 Penalty: 3947.280762
	Iteration 53Q: 3 clusters Score -287543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -287547.000000 Penalty: 3947.280762
	Iteration 54Q: 3 clusters Score -287547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -287551.156250 Penalty: 3947.280762
	Iteration 55Q: 3 clusters Score -287551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -287558.125000 Penalty: 3947.280762
	Iteration 56Q: 3 clusters Score -287558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -287563.500000 Penalty: 3947.280762
	Iteration 57Q: 3 clusters Score -287563.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -287565.062500 Penalty: 3947.280762
	Iteration 58Q: 3 clusters Score -287565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -287565.906250 Penalty: 3947.280762
	Iteration 59Q: 3 clusters Score -287565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -287566.031250 Penalty: 3947.280762
	Iteration 60F: 3 clusters Score -287566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1006843.250000 Penalty: 2281.847168
	Iteration 0F: 2 clusters Score -1006843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -999223.125000 Penalty: 4563.694336
	Iteration 0F: 3 clusters Score -999223.1 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1001465.125000 Penalty: 4563.694336
	Iteration 1F: 3 clusters Score -1001465 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1001859.125000 Penalty: 4563.694336
	Iteration 2F: 3 clusters Score -1001859 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1002185.500000 Penalty: 4563.694336
	Iteration 3F: 3 clusters Score -1002186 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1002519.875000 Penalty: 4563.694336
	Iteration 4F: 3 clusters Score -1002520 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1002894.562500 Penalty: 4563.694336
	Iteration 5F: 3 clusters Score -1002895 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1003318.437500 Penalty: 4563.694336
	Iteration 6F: 3 clusters Score -1003318 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1003771.875000 Penalty: 4563.694336
	Iteration 7F: 3 clusters Score -1003772 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1004191.687500 Penalty: 4563.694336
	Iteration 8F: 3 clusters Score -1004192 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1004512.875000 Penalty: 4563.694336
	Iteration 9Q: 3 clusters Score -1004513 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1004739.125000 Penalty: 4563.694336
	Iteration 10Q: 3 clusters Score -1004739 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1004862.937500 Penalty: 4563.694336
	Iteration 11Q: 3 clusters Score -1004863 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1004940.937500 Penalty: 4563.694336
	Iteration 12Q: 3 clusters Score -1004941 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1004984.750000 Penalty: 4563.694336
	Iteration 13Q: 3 clusters Score -1004985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1005011.562500 Penalty: 4563.694336
	Iteration 14Q: 3 clusters Score -1005012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1005032.375000 Penalty: 4563.694336
	Iteration 15Q: 3 clusters Score -1005032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1005049.312500 Penalty: 4563.694336
	Iteration 16Q: 3 clusters Score -1005049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1005064.062500 Penalty: 4563.694336
	Iteration 17Q: 3 clusters Score -1005064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1005076.500000 Penalty: 4563.694336
	Iteration 18Q: 3 clusters Score -1005076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1005088.562500 Penalty: 4563.694336
	Iteration 19Q: 3 clusters Score -1005089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1005101.500000 Penalty: 4563.694336
	Iteration 20F: 3 clusters Score -1005102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1005111.000000 Penalty: 4563.694336
	Iteration 21Q: 3 clusters Score -1005111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1005120.500000 Penalty: 4563.694336
	Iteration 22Q: 3 clusters Score -1005120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1005130.312500 Penalty: 4563.694336
	Iteration 23Q: 3 clusters Score -1005130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1005142.812500 Penalty: 4563.694336
	Iteration 24Q: 3 clusters Score -1005143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1005149.562500 Penalty: 4563.694336
	Iteration 25Q: 3 clusters Score -1005150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1005155.812500 Penalty: 4563.694336
	Iteration 26Q: 3 clusters Score -1005156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1005159.437500 Penalty: 4563.694336
	Iteration 27Q: 3 clusters Score -1005159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1005162.187500 Penalty: 4563.694336
	Iteration 28Q: 3 clusters Score -1005162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1005166.250000 Penalty: 4563.694336
	Iteration 29Q: 3 clusters Score -1005166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1005169.187500 Penalty: 4563.694336
	Iteration 30Q: 3 clusters Score -1005169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1005173.000000 Penalty: 4563.694336
	Iteration 31Q: 3 clusters Score -1005173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1005175.625000 Penalty: 4563.694336
	Iteration 32Q: 3 clusters Score -1005176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1005177.437500 Penalty: 4563.694336
	Iteration 33Q: 3 clusters Score -1005177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1005177.375000 Penalty: 4563.694336
	Iteration 34Q: 3 clusters Score -1005177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1005179.500000 Penalty: 4563.694336
	Iteration 35Q: 3 clusters Score -1005180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1005182.437500 Penalty: 4563.694336
	Iteration 36Q: 3 clusters Score -1005182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1005183.937500 Penalty: 4563.694336
	Iteration 37Q: 3 clusters Score -1005184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1005183.875000 Penalty: 4563.694336
	Iteration 38Q: 3 clusters Score -1005184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1005182.437500 Penalty: 4563.694336
	Iteration 39Q: 3 clusters Score -1005182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1005180.875000 Penalty: 4563.694336
	Iteration 40F: 3 clusters Score -1005181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1005181.125000 Penalty: 4563.694336
	Iteration 41Q: 3 clusters Score -1005181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1005181.125000 Penalty: 4563.694336
	Iteration 42F: 3 clusters Score -1005181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -254233.703125 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -254233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -251057.031250 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -251057 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -251867.828125 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -251867.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252250.156250 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -252250.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -252542.828125 Penalty: 3956.901855
	Iteration 3F: 3 clusters Score -252542.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -252817.468750 Penalty: 3956.901855
	Iteration 4F: 3 clusters Score -252817.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -253034.328125 Penalty: 3956.901855
	Iteration 5F: 3 clusters Score -253034.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -253247.640625 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -253247.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -253442.078125 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -253442.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -253619.218750 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -253619.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -253731.953125 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -253732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -253840.656250 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -253840.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -253930.562500 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -253930.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -254004.171875 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -254004.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -254056.593750 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -254056.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -254085.109375 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -254085.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -254107.921875 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -254107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -254124.156250 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -254124.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -254141.562500 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -254141.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -254162.546875 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -254162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -254175.265625 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -254175.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -254191.750000 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -254191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -254200.484375 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -254200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -254204.953125 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -254205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -254207.671875 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -254207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -254209.062500 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -254209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -254208.859375 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -254208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -254210.359375 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -254210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -254211.765625 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -254211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -254213.265625 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -254213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -254213.296875 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -254213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -254213.296875 Penalty: 3956.901855
	Iteration 30F: 3 clusters Score -254213.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Entering Unmasked Estep 
Score: -524404.062500 Penalty: 2147.571045
	Iteration 0F: 2 clusters Score -524404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -519474.406250 Penalty: 4295.142090
	Iteration 0F: 3 clusters Score -519474.4 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -520844.218750 Penalty: 4295.142090
	Iteration 1F: 3 clusters Score -520844.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -521113.593750 Penalty: 4295.142090
	Iteration 2F: 3 clusters Score -521113.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -521317.343750 Penalty: 4295.142090
	Iteration 3F: 3 clusters Score -521317.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -521485.000000 Penalty: 4295.142090
	Iteration 4Q: 3 clusters Score -521485 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -521626.718750 Penalty: 4295.142090
	Iteration 5Q: 3 clusters Score -521626.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -521742.625000 Penalty: 4295.142090
	Iteration 6Q: 3 clusters Score -521742.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -521845.593750 Penalty: 4295.142090
	Iteration 7Q: 3 clusters Score -521845.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -521943.906250 Penalty: 4295.142090
	Iteration 8Q: 3 clusters Score -521943.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -522039.437500 Penalty: 4295.142090
	Iteration 9Q: 3 clusters Score -522039.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -522117.156250 Penalty: 4295.142090
	Iteration 10Q: 3 clusters Score -522117.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -522193.656250 Penalty: 4295.142090
	Iteration 11Q: 3 clusters Score -522193.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -522252.750000 Penalty: 4295.142090
	Iteration 12Q: 3 clusters Score -522252.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -522308.656250 Penalty: 4295.142090
	Iteration 13Q: 3 clusters Score -522308.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -522349.031250 Penalty: 4295.142090
	Iteration 14Q: 3 clusters Score -522349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -522385.906250 Penalty: 4295.142090
	Iteration 15Q: 3 clusters Score -522385.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -522417.531250 Penalty: 4295.142090
	Iteration 16Q: 3 clusters Score -522417.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -522436.937500 Penalty: 4295.142090
	Iteration 17Q: 3 clusters Score -522436.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -522449.125000 Penalty: 4295.142090
	Iteration 18Q: 3 clusters Score -522449.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -522461.500000 Penalty: 4295.142090
	Iteration 19Q: 3 clusters Score -522461.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -522474.781250 Penalty: 4295.142090
	Iteration 20F: 3 clusters Score -522474.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -522485.968750 Penalty: 4295.142090
	Iteration 21Q: 3 clusters Score -522486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -522497.843750 Penalty: 4295.142090
	Iteration 22Q: 3 clusters Score -522497.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -522506.281250 Penalty: 4295.142090
	Iteration 23Q: 3 clusters Score -522506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -522514.031250 Penalty: 4295.142090
	Iteration 24Q: 3 clusters Score -522514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -522526.312500 Penalty: 4295.142090
	Iteration 25Q: 3 clusters Score -522526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -522539.218750 Penalty: 4295.142090
	Iteration 26Q: 3 clusters Score -522539.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -522557.281250 Penalty: 4295.142090
	Iteration 27Q: 3 clusters Score -522557.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -522578.468750 Penalty: 4295.142090
	Iteration 28Q: 3 clusters Score -522578.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -522602.781250 Penalty: 4295.142090
	Iteration 29Q: 3 clusters Score -522602.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -522625.000000 Penalty: 4295.142090
	Iteration 30Q: 3 clusters Score -522625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -522646.781250 Penalty: 4295.142090
	Iteration 31Q: 3 clusters Score -522646.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -522663.406250 Penalty: 4295.142090
	Iteration 32Q: 3 clusters Score -522663.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -522675.906250 Penalty: 4295.142090
	Iteration 33Q: 3 clusters Score -522675.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -522684.375000 Penalty: 4295.142090
	Iteration 34Q: 3 clusters Score -522684.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -522687.812500 Penalty: 4295.142090
	Iteration 35Q: 3 clusters Score -522687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -522689.468750 Penalty: 4295.142090
	Iteration 36Q: 3 clusters Score -522689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -522692.125000 Penalty: 4295.142090
	Iteration 37Q: 3 clusters Score -522692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -522692.593750 Penalty: 4295.142090
	Iteration 38Q: 3 clusters Score -522692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -522694.843750 Penalty: 4295.142090
	Iteration 39Q: 3 clusters Score -522694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -522697.218750 Penalty: 4295.142090
	Iteration 40F: 3 clusters Score -522697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -522698.812500 Penalty: 4295.142090
	Iteration 41Q: 3 clusters Score -522698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -522699.250000 Penalty: 4295.142090
	Iteration 42Q: 3 clusters Score -522699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -522700.031250 Penalty: 4295.142090
	Iteration 43Q: 3 clusters Score -522700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -522700.031250 Penalty: 4295.142090
	Iteration 44F: 3 clusters Score -522700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -1270618.000000 Penalty: 2347.104004
	Iteration 0F: 2 clusters Score -1270618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1261185.125000 Penalty: 4694.208008
	Iteration 0F: 3 clusters Score -1261185 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1264408.625000 Penalty: 4694.208008
	Iteration 1F: 3 clusters Score -1264409 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1265225.000000 Penalty: 4694.208008
	Iteration 2F: 3 clusters Score -1265225 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1266360.625000 Penalty: 4694.208008
	Iteration 3F: 3 clusters Score -1266361 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1267569.875000 Penalty: 4694.208008
	Iteration 4F: 3 clusters Score -1267570 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1268499.375000 Penalty: 4694.208008
	Iteration 5F: 3 clusters Score -1268499 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1269140.500000 Penalty: 4694.208008
	Iteration 6F: 3 clusters Score -1269140 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1269563.125000 Penalty: 4694.208008
	Iteration 7Q: 3 clusters Score -1269563 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1269810.750000 Penalty: 4694.208008
	Iteration 8Q: 3 clusters Score -1269811 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1269991.500000 Penalty: 4694.208008
	Iteration 9Q: 3 clusters Score -1269992 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1270098.625000 Penalty: 4694.208008
	Iteration 10Q: 3 clusters Score -1270099 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1270173.125000 Penalty: 4694.208008
	Iteration 11Q: 3 clusters Score -1270173 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1270216.375000 Penalty: 4694.208008
	Iteration 12Q: 3 clusters Score -1270216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1270254.750000 Penalty: 4694.208008
	Iteration 13Q: 3 clusters Score -1270255 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1270295.625000 Penalty: 4694.208008
	Iteration 14Q: 3 clusters Score -1270296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1270329.875000 Penalty: 4694.208008
	Iteration 15Q: 3 clusters Score -1270330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1270353.250000 Penalty: 4694.208008
	Iteration 16Q: 3 clusters Score -1270353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1270367.875000 Penalty: 4694.208008
	Iteration 17Q: 3 clusters Score -1270368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1270377.250000 Penalty: 4694.208008
	Iteration 18Q: 3 clusters Score -1270377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1270389.125000 Penalty: 4694.208008
	Iteration 19Q: 3 clusters Score -1270389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1270397.750000 Penalty: 4694.208008
	Iteration 20F: 3 clusters Score -1270398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1270406.250000 Penalty: 4694.208008
	Iteration 21Q: 3 clusters Score -1270406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1270408.125000 Penalty: 4694.208008
	Iteration 22Q: 3 clusters Score -1270408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1270413.125000 Penalty: 4694.208008
	Iteration 23Q: 3 clusters Score -1270413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1270419.250000 Penalty: 4694.208008
	Iteration 24Q: 3 clusters Score -1270419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1270423.000000 Penalty: 4694.208008
	Iteration 25Q: 3 clusters Score -1270423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1270425.250000 Penalty: 4694.208008
	Iteration 26Q: 3 clusters Score -1270425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1270425.500000 Penalty: 4694.208008
	Iteration 27Q: 3 clusters Score -1270426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1270431.375000 Penalty: 4694.208008
	Iteration 28Q: 3 clusters Score -1270431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1270433.125000 Penalty: 4694.208008
	Iteration 29Q: 3 clusters Score -1270433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1270431.750000 Penalty: 4694.208008
	Iteration 30Q: 3 clusters Score -1270432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1270435.750000 Penalty: 4694.208008
	Iteration 31Q: 3 clusters Score -1270436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1270441.125000 Penalty: 4694.208008
	Iteration 32Q: 3 clusters Score -1270441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1270438.875000 Penalty: 4694.208008
	Iteration 33Q: 3 clusters Score -1270439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1270437.625000 Penalty: 4694.208008
	Iteration 34Q: 3 clusters Score -1270438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1270442.500000 Penalty: 4694.208008
	Iteration 35Q: 3 clusters Score -1270442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1270443.500000 Penalty: 4694.208008
	Iteration 36Q: 3 clusters Score -1270444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1270440.750000 Penalty: 4694.208008
	Iteration 37Q: 3 clusters Score -1270441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1270442.250000 Penalty: 4694.208008
	Iteration 38Q: 3 clusters Score -1270442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1270444.625000 Penalty: 4694.208008
	Iteration 39Q: 3 clusters Score -1270445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1270444.250000 Penalty: 4694.208008
	Iteration 40F: 3 clusters Score -1270444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1270442.875000 Penalty: 4694.208008
	Iteration 41Q: 3 clusters Score -1270443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1270444.875000 Penalty: 4694.208008
	Iteration 42Q: 3 clusters Score -1270445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1270444.625000 Penalty: 4694.208008
	Iteration 43Q: 3 clusters Score -1270445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1270443.750000 Penalty: 4694.208008
	Iteration 44Q: 3 clusters Score -1270444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1270443.250000 Penalty: 4694.208008
	Iteration 45Q: 3 clusters Score -1270443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1270447.500000 Penalty: 4694.208008
	Iteration 46Q: 3 clusters Score -1270448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1270447.000000 Penalty: 4694.208008
	Iteration 47Q: 3 clusters Score -1270447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1270451.375000 Penalty: 4694.208008
	Iteration 48Q: 3 clusters Score -1270451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1270453.625000 Penalty: 4694.208008
	Iteration 49Q: 3 clusters Score -1270454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1270455.125000 Penalty: 4694.208008
	Iteration 50Q: 3 clusters Score -1270455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1270457.375000 Penalty: 4694.208008
	Iteration 51Q: 3 clusters Score -1270457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1270460.750000 Penalty: 4694.208008
	Iteration 52Q: 3 clusters Score -1270461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1270464.125000 Penalty: 4694.208008
	Iteration 53Q: 3 clusters Score -1270464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1270461.625000 Penalty: 4694.208008
	Iteration 54Q: 3 clusters Score -1270462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1270464.625000 Penalty: 4694.208008
	Iteration 55Q: 3 clusters Score -1270465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1270465.750000 Penalty: 4694.208008
	Iteration 56Q: 3 clusters Score -1270466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1270465.000000 Penalty: 4694.208008
	Iteration 57Q: 3 clusters Score -1270465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1270465.000000 Penalty: 4694.208008
	Iteration 58F: 3 clusters Score -1270465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -440277.500000 Penalty: 2102.398193
	Iteration 0F: 2 clusters Score -440277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -435848.750000 Penalty: 4204.796387
	Iteration 0F: 3 clusters Score -435848.8 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -437030.656250 Penalty: 4204.796387
	Iteration 1F: 3 clusters Score -437030.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -437384.468750 Penalty: 4204.796387
	Iteration 2F: 3 clusters Score -437384.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -437667.531250 Penalty: 4204.796387
	Iteration 3F: 3 clusters Score -437667.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -437895.500000 Penalty: 4204.796387
	Iteration 4F: 3 clusters Score -437895.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -438073.843750 Penalty: 4204.796387
	Iteration 5Q: 3 clusters Score -438073.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -438218.875000 Penalty: 4204.796387
	Iteration 6Q: 3 clusters Score -438218.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -438383.125000 Penalty: 4204.796387
	Iteration 7Q: 3 clusters Score -438383.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -438548.218750 Penalty: 4204.796387
	Iteration 8Q: 3 clusters Score -438548.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -438713.093750 Penalty: 4204.796387
	Iteration 9Q: 3 clusters Score -438713.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -438837.718750 Penalty: 4204.796387
	Iteration 10Q: 3 clusters Score -438837.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -438935.468750 Penalty: 4204.796387
	Iteration 11Q: 3 clusters Score -438935.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -439017.937500 Penalty: 4204.796387
	Iteration 12Q: 3 clusters Score -439017.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -439076.718750 Penalty: 4204.796387
	Iteration 13Q: 3 clusters Score -439076.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -439126.812500 Penalty: 4204.796387
	Iteration 14Q: 3 clusters Score -439126.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -439163.218750 Penalty: 4204.796387
	Iteration 15Q: 3 clusters Score -439163.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -439197.406250 Penalty: 4204.796387
	Iteration 16Q: 3 clusters Score -439197.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -439223.843750 Penalty: 4204.796387
	Iteration 17Q: 3 clusters Score -439223.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -439237.562500 Penalty: 4204.796387
	Iteration 18Q: 3 clusters Score -439237.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -439247.968750 Penalty: 4204.796387
	Iteration 19Q: 3 clusters Score -439248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -439255.468750 Penalty: 4204.796387
	Iteration 20F: 3 clusters Score -439255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -439260.500000 Penalty: 4204.796387
	Iteration 21Q: 3 clusters Score -439260.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -439264.250000 Penalty: 4204.796387
	Iteration 22Q: 3 clusters Score -439264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -439268.500000 Penalty: 4204.796387
	Iteration 23Q: 3 clusters Score -439268.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -439270.437500 Penalty: 4204.796387
	Iteration 24Q: 3 clusters Score -439270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -439271.750000 Penalty: 4204.796387
	Iteration 25Q: 3 clusters Score -439271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -439273.000000 Penalty: 4204.796387
	Iteration 26Q: 3 clusters Score -439273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -439274.531250 Penalty: 4204.796387
	Iteration 27Q: 3 clusters Score -439274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -439275.937500 Penalty: 4204.796387
	Iteration 28Q: 3 clusters Score -439275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -439277.875000 Penalty: 4204.796387
	Iteration 29Q: 3 clusters Score -439277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -439278.281250 Penalty: 4204.796387
	Iteration 30Q: 3 clusters Score -439278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -439279.593750 Penalty: 4204.796387
	Iteration 31Q: 3 clusters Score -439279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -439280.000000 Penalty: 4204.796387
	Iteration 32Q: 3 clusters Score -439280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -439280.000000 Penalty: 4204.796387
	Iteration 33F: 3 clusters Score -439280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 62608 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 25081 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 35030 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 29885 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 1028 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9907 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 5765 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58892132.000000 Penalty: 139028.390625
Iteration 79Q: 43 clusters Score -5.889213e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 15734 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 55543 members 
Mstep: Class 5 contains 62699 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 16205 members 
Mstep: Class 12 contains 5768 members 
Mstep: Class 13 contains 23179 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 4095 members 
Mstep: Class 17 contains 25251 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 35064 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 11977 members 
Mstep: Class 23 contains 17117 members 
Mstep: Class 24 contains 3793 members 
Mstep: Class 25 contains 11993 members 
Mstep: Class 26 contains 29932 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 1075 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 9916 members 
Mstep: Class 32 contains 2936 members 
Mstep: Class 33 contains 5771 members 
Mstep: Class 34 contains 12964 members 
Mstep: Class 35 contains 4775 members 
Mstep: Class 36 contains 103354 members 
Mstep: Class 37 contains 5485 members 
Mstep: Class 38 contains 4789 members 
Mstep: Class 39 contains 56457 members 
Mstep: Class 40 contains 3415 members 
Mstep: Class 41 contains 3701 members 
Mstep: Class 42 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58895424.000000 Penalty: 139028.390625
Iteration 80F: 43 clusters Score -5.889542e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 15707 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 55429 members 
Mstep: Class 5 contains 62410 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 15751 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 5728 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 4096 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 8826 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 16918 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 11745 members 
Mstep: Class 26 contains 29896 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 9864 members 
Mstep: Class 32 contains 2852 members 
Mstep: Class 33 contains 5774 members 
Mstep: Class 34 contains 12758 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 103759 members 
Mstep: Class 37 contains 5431 members 
Mstep: Class 38 contains 5172 members 
Mstep: Class 39 contains 56571 members 
Mstep: Class 40 contains 4023 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58897424.000000 Penalty: 139028.390625
Iteration 81Q: 43 clusters Score -5.889742e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 15682 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 55368 members 
Mstep: Class 5 contains 62230 members 
Mstep: Class 6 contains 6688 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 5719 members 
Mstep: Class 13 contains 23279 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 4110 members 
Mstep: Class 17 contains 25111 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 8791 members 
Mstep: Class 20 contains 35050 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 11681 members 
Mstep: Class 23 contains 16814 members 
Mstep: Class 24 contains 3837 members 
Mstep: Class 25 contains 11535 members 
Mstep: Class 26 contains 29890 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1124 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 9831 members 
Mstep: Class 32 contains 2795 members 
Mstep: Class 33 contains 5782 members 
Mstep: Class 34 contains 12573 members 
Mstep: Class 35 contains 4782 members 
Mstep: Class 36 contains 103949 members 
Mstep: Class 37 contains 5404 members 
Mstep: Class 38 contains 5406 members 
Mstep: Class 39 contains 56513 members 
Mstep: Class 40 contains 4511 members 
Mstep: Class 41 contains 3950 members 
Mstep: Class 42 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898324.000000 Penalty: 139028.390625
Iteration 82Q: 43 clusters Score -5.889832e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 55327 members 
Mstep: Class 5 contains 62096 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 23337 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 25067 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 35056 members 
Mstep: Class 21 contains 6581 members 
Mstep: Class 22 contains 11693 members 
Mstep: Class 23 contains 16756 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 11355 members 
Mstep: Class 26 contains 29896 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1155 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9808 members 
Mstep: Class 32 contains 2754 members 
Mstep: Class 33 contains 5788 members 
Mstep: Class 34 contains 12435 members 
Mstep: Class 35 contains 4780 members 
Mstep: Class 36 contains 104022 members 
Mstep: Class 37 contains 5397 members 
Mstep: Class 38 contains 5579 members 
Mstep: Class 39 contains 56436 members 
Mstep: Class 40 contains 4868 members 
Mstep: Class 41 contains 3981 members 
Mstep: Class 42 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58898972.000000 Penalty: 139028.390625
Iteration 83Q: 43 clusters Score -5.889897e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 55313 members 
Mstep: Class 5 contains 61990 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 15727 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10388 members 
Mstep: Class 11 contains 16291 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 23387 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 4125 members 
Mstep: Class 17 contains 25055 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 35062 members 
Mstep: Class 21 contains 6528 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 16692 members 
Mstep: Class 24 contains 3883 members 
Mstep: Class 25 contains 11191 members 
Mstep: Class 26 contains 29900 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9797 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 5785 members 
Mstep: Class 34 contains 12322 members 
Mstep: Class 35 contains 4796 members 
Mstep: Class 36 contains 104074 members 
Mstep: Class 37 contains 5388 members 
Mstep: Class 38 contains 5691 members 
Mstep: Class 39 contains 56371 members 
Mstep: Class 40 contains 5143 members 
Mstep: Class 41 contains 3992 members 
Mstep: Class 42 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58899020.000000 Penalty: 139028.390625
Iteration 84Q: 43 clusters Score -5.889902e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 15649 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 55299 members 
Mstep: Class 5 contains 61909 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 15722 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 16291 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 23437 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 4136 members 
Mstep: Class 17 contains 25038 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35085 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 11775 members 
Mstep: Class 23 contains 16654 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 11036 members 
Mstep: Class 26 contains 29901 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1210 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9787 members 
Mstep: Class 32 contains 2697 members 
Mstep: Class 33 contains 5786 members 
Mstep: Class 34 contains 12226 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 104102 members 
Mstep: Class 37 contains 5392 members 
Mstep: Class 38 contains 5778 members 
Mstep: Class 39 contains 56311 members 
Mstep: Class 40 contains 5362 members 
Mstep: Class 41 contains 4012 members 
Mstep: Class 42 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58899468.000000 Penalty: 139028.390625
Iteration 85Q: 43 clusters Score -5.889947e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 15631 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 55275 members 
Mstep: Class 5 contains 61842 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 15708 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 2000 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 16290 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 25031 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 35106 members 
Mstep: Class 21 contains 6439 members 
Mstep: Class 22 contains 11825 members 
Mstep: Class 23 contains 16622 members 
Mstep: Class 24 contains 3955 members 
Mstep: Class 25 contains 10895 members 
Mstep: Class 26 contains 29917 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1235 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 2678 members 
Mstep: Class 33 contains 5793 members 
Mstep: Class 34 contains 12147 members 
Mstep: Class 35 contains 4824 members 
Mstep: Class 36 contains 104123 members 
Mstep: Class 37 contains 5400 members 
Mstep: Class 38 contains 5849 members 
Mstep: Class 39 contains 56246 members 
Mstep: Class 40 contains 5530 members 
Mstep: Class 41 contains 4016 members 
Mstep: Class 42 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58899668.000000 Penalty: 139028.390625
Iteration 86Q: 43 clusters Score -5.889967e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 55258 members 
Mstep: Class 5 contains 61786 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 15700 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 16297 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 23533 members 
Mstep: Class 14 contains 9984 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 4151 members 
Mstep: Class 17 contains 25022 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 35113 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 11875 members 
Mstep: Class 23 contains 16602 members 
Mstep: Class 24 contains 3977 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 29928 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1256 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9767 members 
Mstep: Class 32 contains 2667 members 
Mstep: Class 33 contains 5801 members 
Mstep: Class 34 contains 12097 members 
Mstep: Class 35 contains 4837 members 
Mstep: Class 36 contains 104136 members 
Mstep: Class 37 contains 5408 members 
Mstep: Class 38 contains 5895 members 
Mstep: Class 39 contains 56199 members 
Mstep: Class 40 contains 5659 members 
Mstep: Class 41 contains 4029 members 
Mstep: Class 42 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58899944.000000 Penalty: 139028.390625
Iteration 87Q: 43 clusters Score -5.889994e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 15579 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 55247 members 
Mstep: Class 5 contains 61743 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10245 members 
Mstep: Class 11 contains 16288 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 23573 members 
Mstep: Class 14 contains 9966 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 35133 members 
Mstep: Class 21 contains 6381 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 16599 members 
Mstep: Class 24 contains 3992 members 
Mstep: Class 25 contains 10673 members 
Mstep: Class 26 contains 29927 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 1278 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9761 members 
Mstep: Class 32 contains 2661 members 
Mstep: Class 33 contains 5801 members 
Mstep: Class 34 contains 12050 members 
Mstep: Class 35 contains 4851 members 
Mstep: Class 36 contains 104144 members 
Mstep: Class 37 contains 5421 members 
Mstep: Class 38 contains 5932 members 
Mstep: Class 39 contains 56166 members 
Mstep: Class 40 contains 5747 members 
Mstep: Class 41 contains 4040 members 
Mstep: Class 42 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900072.000000 Penalty: 139028.390625
Iteration 88Q: 43 clusters Score -5.890007e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15572 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 55239 members 
Mstep: Class 5 contains 61708 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 15701 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 16284 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 23604 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 25012 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 35140 members 
Mstep: Class 21 contains 6364 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 16585 members 
Mstep: Class 24 contains 4020 members 
Mstep: Class 25 contains 10578 members 
Mstep: Class 26 contains 29931 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1296 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9759 members 
Mstep: Class 32 contains 2652 members 
Mstep: Class 33 contains 5806 members 
Mstep: Class 34 contains 12021 members 
Mstep: Class 35 contains 4865 members 
Mstep: Class 36 contains 104147 members 
Mstep: Class 37 contains 5430 members 
Mstep: Class 38 contains 5974 members 
Mstep: Class 39 contains 56135 members 
Mstep: Class 40 contains 5805 members 
Mstep: Class 41 contains 4050 members 
Mstep: Class 42 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900448.000000 Penalty: 139028.390625
Iteration 89Q: 43 clusters Score -5.890045e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15549 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 55234 members 
Mstep: Class 5 contains 61674 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 16277 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 23630 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 35148 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 12013 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 10478 members 
Mstep: Class 26 contains 29942 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1308 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9758 members 
Mstep: Class 32 contains 2640 members 
Mstep: Class 33 contains 5806 members 
Mstep: Class 34 contains 12001 members 
Mstep: Class 35 contains 4876 members 
Mstep: Class 36 contains 104146 members 
Mstep: Class 37 contains 5432 members 
Mstep: Class 38 contains 6017 members 
Mstep: Class 39 contains 56106 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 4064 members 
Mstep: Class 42 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900628.000000 Penalty: 139028.390625
Iteration 90Q: 43 clusters Score -5.890063e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 15530 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 55226 members 
Mstep: Class 5 contains 61646 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 15689 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10157 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 23668 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 8814 members 
Mstep: Class 20 contains 35159 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 12043 members 
Mstep: Class 23 contains 16562 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 10397 members 
Mstep: Class 26 contains 29950 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 1321 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9757 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 5809 members 
Mstep: Class 34 contains 11978 members 
Mstep: Class 35 contains 4881 members 
Mstep: Class 36 contains 104143 members 
Mstep: Class 37 contains 5435 members 
Mstep: Class 38 contains 6054 members 
Mstep: Class 39 contains 56078 members 
Mstep: Class 40 contains 5909 members 
Mstep: Class 41 contains 4082 members 
Mstep: Class 42 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900852.000000 Penalty: 139028.390625
Iteration 91Q: 43 clusters Score -5.890085e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 55214 members 
Mstep: Class 5 contains 61625 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 15687 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10146 members 
Mstep: Class 11 contains 16291 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 35170 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 16559 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 10325 members 
Mstep: Class 26 contains 29953 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1322 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9758 members 
Mstep: Class 32 contains 2633 members 
Mstep: Class 33 contains 5816 members 
Mstep: Class 34 contains 11959 members 
Mstep: Class 35 contains 4897 members 
Mstep: Class 36 contains 104128 members 
Mstep: Class 37 contains 5441 members 
Mstep: Class 38 contains 6094 members 
Mstep: Class 39 contains 56046 members 
Mstep: Class 40 contains 5951 members 
Mstep: Class 41 contains 4096 members 
Mstep: Class 42 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900952.000000 Penalty: 139028.390625
Iteration 92Q: 43 clusters Score -5.890095e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 55197 members 
Mstep: Class 5 contains 61610 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 16300 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 23728 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 35180 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 12106 members 
Mstep: Class 23 contains 16546 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 10261 members 
Mstep: Class 26 contains 29953 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9759 members 
Mstep: Class 32 contains 2633 members 
Mstep: Class 33 contains 5824 members 
Mstep: Class 34 contains 11948 members 
Mstep: Class 35 contains 4910 members 
Mstep: Class 36 contains 104117 members 
Mstep: Class 37 contains 5444 members 
Mstep: Class 38 contains 6121 members 
Mstep: Class 39 contains 56027 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900924.000000 Penalty: 139028.390625
Iteration 93Q: 43 clusters Score -5.890092e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 15474 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 55191 members 
Mstep: Class 5 contains 61589 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 15676 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 16302 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 23766 members 
Mstep: Class 14 contains 9901 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 25003 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 8828 members 
Mstep: Class 20 contains 35188 members 
Mstep: Class 21 contains 6299 members 
Mstep: Class 22 contains 12150 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 10181 members 
Mstep: Class 26 contains 29957 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9760 members 
Mstep: Class 32 contains 2632 members 
Mstep: Class 33 contains 5837 members 
Mstep: Class 34 contains 11932 members 
Mstep: Class 35 contains 4922 members 
Mstep: Class 36 contains 104115 members 
Mstep: Class 37 contains 5445 members 
Mstep: Class 38 contains 6138 members 
Mstep: Class 39 contains 56013 members 
Mstep: Class 40 contains 6005 members 
Mstep: Class 41 contains 4133 members 
Mstep: Class 42 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901092.000000 Penalty: 139028.390625
Iteration 94Q: 43 clusters Score -5.890109e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55182 members 
Mstep: Class 5 contains 61573 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10101 members 
Mstep: Class 11 contains 16295 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 23800 members 
Mstep: Class 14 contains 9896 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 25004 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 19 contains 8838 members 
Mstep: Class 20 contains 35187 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 12192 members 
Mstep: Class 23 contains 16522 members 
Mstep: Class 24 contains 4171 members 
Mstep: Class 25 contains 10111 members 
Mstep: Class 26 contains 29954 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9760 members 
Mstep: Class 32 contains 2632 members 
Mstep: Class 33 contains 5850 members 
Mstep: Class 34 contains 11917 members 
Mstep: Class 35 contains 4930 members 
Mstep: Class 36 contains 104109 members 
Mstep: Class 37 contains 5445 members 
Mstep: Class 38 contains 6154 members 
Mstep: Class 39 contains 55998 members 
Mstep: Class 40 contains 6037 members 
Mstep: Class 41 contains 4136 members 
Mstep: Class 42 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901100.000000 Penalty: 139028.390625
Iteration 95Q: 43 clusters Score -5.89011e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55182 members 
Mstep: Class 5 contains 61557 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 1999 members 
Mstep: Class 10 contains 10085 members 
Mstep: Class 11 contains 16289 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 23825 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8840 members 
Mstep: Class 20 contains 35193 members 
Mstep: Class 21 contains 6285 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 16509 members 
Mstep: Class 24 contains 4188 members 
Mstep: Class 25 contains 10038 members 
Mstep: Class 26 contains 29954 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9761 members 
Mstep: Class 32 contains 2631 members 
Mstep: Class 33 contains 5859 members 
Mstep: Class 34 contains 11897 members 
Mstep: Class 35 contains 4939 members 
Mstep: Class 36 contains 104102 members 
Mstep: Class 37 contains 5446 members 
Mstep: Class 38 contains 6165 members 
Mstep: Class 39 contains 55990 members 
Mstep: Class 40 contains 6063 members 
Mstep: Class 41 contains 4136 members 
Mstep: Class 42 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901152.000000 Penalty: 139028.390625
Iteration 96Q: 43 clusters Score -5.890115e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 61546 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 1999 members 
Mstep: Class 10 contains 10072 members 
Mstep: Class 11 contains 16284 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 23853 members 
Mstep: Class 14 contains 9889 members 
Mstep: Class 15 contains 2012 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8843 members 
Mstep: Class 20 contains 35197 members 
Mstep: Class 21 contains 6279 members 
Mstep: Class 22 contains 12258 members 
Mstep: Class 23 contains 16504 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 9975 members 
Mstep: Class 26 contains 29956 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 5870 members 
Mstep: Class 34 contains 11878 members 
Mstep: Class 35 contains 4947 members 
Mstep: Class 36 contains 104095 members 
Mstep: Class 37 contains 5445 members 
Mstep: Class 38 contains 6175 members 
Mstep: Class 39 contains 55984 members 
Mstep: Class 40 contains 6080 members 
Mstep: Class 41 contains 4143 members 
Mstep: Class 42 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901200.000000 Penalty: 139028.390625
Iteration 97Q: 43 clusters Score -5.89012e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55173 members 
Mstep: Class 5 contains 61538 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 2000 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 16280 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 23876 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 20 contains 35198 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 12291 members 
Mstep: Class 23 contains 16491 members 
Mstep: Class 24 contains 4221 members 
Mstep: Class 25 contains 9907 members 
Mstep: Class 26 contains 29960 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2696 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2622 members 
Mstep: Class 33 contains 5877 members 
Mstep: Class 34 contains 11870 members 
Mstep: Class 35 contains 4954 members 
Mstep: Class 36 contains 104088 members 
Mstep: Class 37 contains 5445 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 55973 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 4148 members 
Mstep: Class 42 contains 4542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901212.000000 Penalty: 139028.390625
Iteration 98Q: 43 clusters Score -5.890121e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15448 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 55162 members 
Mstep: Class 5 contains 61532 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 15649 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 2000 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 16277 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 23904 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8845 members 
Mstep: Class 20 contains 35206 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 16481 members 
Mstep: Class 24 contains 4235 members 
Mstep: Class 25 contains 9842 members 
Mstep: Class 26 contains 29963 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2695 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2624 members 
Mstep: Class 33 contains 5883 members 
Mstep: Class 34 contains 11864 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 104081 members 
Mstep: Class 37 contains 5447 members 
Mstep: Class 38 contains 6202 members 
Mstep: Class 39 contains 55954 members 
Mstep: Class 40 contains 6113 members 
Mstep: Class 41 contains 4149 members 
Mstep: Class 42 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901352.000000 Penalty: 139028.390625
Iteration 99Q: 43 clusters Score -5.890135e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 55161 members 
Mstep: Class 5 contains 61523 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10050 members 
Mstep: Class 11 contains 16270 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 23938 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 35211 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 12359 members 
Mstep: Class 23 contains 16473 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 9770 members 
Mstep: Class 26 contains 29961 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2694 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2628 members 
Mstep: Class 33 contains 5889 members 
Mstep: Class 34 contains 11857 members 
Mstep: Class 35 contains 4969 members 
Mstep: Class 36 contains 104072 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6211 members 
Mstep: Class 39 contains 55937 members 
Mstep: Class 40 contains 6134 members 
Mstep: Class 41 contains 4149 members 
Mstep: Class 42 contains 4544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901340.000000 Penalty: 139028.390625
Iteration 100F: 43 clusters Score -5.890134e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 15460 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 55155 members 
Mstep: Class 5 contains 61512 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 11 contains 16270 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 14 contains 9888 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8837 members 
Mstep: Class 20 contains 35209 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 12392 members 
Mstep: Class 23 contains 16460 members 
Mstep: Class 24 contains 4251 members 
Mstep: Class 25 contains 9725 members 
Mstep: Class 26 contains 29956 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 5891 members 
Mstep: Class 34 contains 11854 members 
Mstep: Class 35 contains 4973 members 
Mstep: Class 36 contains 104062 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6220 members 
Mstep: Class 39 contains 55923 members 
Mstep: Class 40 contains 6144 members 
Mstep: Class 41 contains 4149 members 
Mstep: Class 42 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901296.000000 Penalty: 139028.390625
Iteration 101Q: 43 clusters Score -5.89013e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 55158 members 
Mstep: Class 5 contains 61504 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 15655 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10036 members 
Mstep: Class 11 contains 16267 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 23995 members 
Mstep: Class 14 contains 9888 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 25015 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8833 members 
Mstep: Class 20 contains 35208 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 12420 members 
Mstep: Class 23 contains 16447 members 
Mstep: Class 24 contains 4262 members 
Mstep: Class 25 contains 9671 members 
Mstep: Class 26 contains 29955 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 5893 members 
Mstep: Class 34 contains 11849 members 
Mstep: Class 35 contains 4976 members 
Mstep: Class 36 contains 104056 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6229 members 
Mstep: Class 39 contains 55916 members 
Mstep: Class 40 contains 6150 members 
Mstep: Class 41 contains 4149 members 
Mstep: Class 42 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901284.000000 Penalty: 139028.390625
Iteration 102Q: 43 clusters Score -5.890128e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 15475 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 55173 members 
Mstep: Class 5 contains 61501 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10029 members 
Mstep: Class 11 contains 16268 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24016 members 
Mstep: Class 14 contains 9888 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8830 members 
Mstep: Class 20 contains 35208 members 
Mstep: Class 21 contains 6246 members 
Mstep: Class 22 contains 12448 members 
Mstep: Class 23 contains 16438 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 9606 members 
Mstep: Class 26 contains 29953 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2628 members 
Mstep: Class 33 contains 5893 members 
Mstep: Class 34 contains 11844 members 
Mstep: Class 35 contains 4975 members 
Mstep: Class 36 contains 104049 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6237 members 
Mstep: Class 39 contains 55905 members 
Mstep: Class 40 contains 6159 members 
Mstep: Class 41 contains 4152 members 
Mstep: Class 42 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901368.000000 Penalty: 139028.390625
Iteration 103Q: 43 clusters Score -5.890137e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 61498 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10024 members 
Mstep: Class 11 contains 16271 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24035 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8830 members 
Mstep: Class 20 contains 35208 members 
Mstep: Class 21 contains 6243 members 
Mstep: Class 22 contains 12464 members 
Mstep: Class 23 contains 16429 members 
Mstep: Class 24 contains 4279 members 
Mstep: Class 25 contains 9561 members 
Mstep: Class 26 contains 29952 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2628 members 
Mstep: Class 33 contains 5897 members 
Mstep: Class 34 contains 11839 members 
Mstep: Class 35 contains 4981 members 
Mstep: Class 36 contains 104038 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6248 members 
Mstep: Class 39 contains 55892 members 
Mstep: Class 40 contains 6167 members 
Mstep: Class 41 contains 4151 members 
Mstep: Class 42 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901332.000000 Penalty: 139028.390625
Iteration 104Q: 43 clusters Score -5.890133e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55162 members 
Mstep: Class 5 contains 61493 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10024 members 
Mstep: Class 11 contains 16271 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24061 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 35210 members 
Mstep: Class 21 contains 6241 members 
Mstep: Class 22 contains 12473 members 
Mstep: Class 23 contains 16425 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 9529 members 
Mstep: Class 26 contains 29950 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 5904 members 
Mstep: Class 34 contains 11835 members 
Mstep: Class 35 contains 4982 members 
Mstep: Class 36 contains 104032 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6264 members 
Mstep: Class 39 contains 55886 members 
Mstep: Class 40 contains 6172 members 
Mstep: Class 41 contains 4152 members 
Mstep: Class 42 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901316.000000 Penalty: 139028.390625
Iteration 105Q: 43 clusters Score -5.890132e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 61488 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10023 members 
Mstep: Class 11 contains 16270 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24080 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 35210 members 
Mstep: Class 21 contains 6240 members 
Mstep: Class 22 contains 12480 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 4294 members 
Mstep: Class 25 contains 9504 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2631 members 
Mstep: Class 33 contains 5907 members 
Mstep: Class 34 contains 11831 members 
Mstep: Class 35 contains 4985 members 
Mstep: Class 36 contains 104017 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6272 members 
Mstep: Class 39 contains 55883 members 
Mstep: Class 40 contains 6177 members 
Mstep: Class 41 contains 4154 members 
Mstep: Class 42 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901272.000000 Penalty: 139028.390625
Iteration 106Q: 43 clusters Score -5.890127e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55148 members 
Mstep: Class 5 contains 61486 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10021 members 
Mstep: Class 11 contains 16265 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24093 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8821 members 
Mstep: Class 20 contains 35208 members 
Mstep: Class 21 contains 6239 members 
Mstep: Class 22 contains 12499 members 
Mstep: Class 23 contains 16408 members 
Mstep: Class 24 contains 4300 members 
Mstep: Class 25 contains 9481 members 
Mstep: Class 26 contains 29945 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2631 members 
Mstep: Class 33 contains 5908 members 
Mstep: Class 34 contains 11828 members 
Mstep: Class 35 contains 4987 members 
Mstep: Class 36 contains 104006 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6279 members 
Mstep: Class 39 contains 55879 members 
Mstep: Class 40 contains 6181 members 
Mstep: Class 41 contains 4156 members 
Mstep: Class 42 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901300.000000 Penalty: 139028.390625
Iteration 107Q: 43 clusters Score -5.89013e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55143 members 
Mstep: Class 5 contains 61477 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 15674 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 16261 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24108 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8819 members 
Mstep: Class 20 contains 35207 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 12522 members 
Mstep: Class 23 contains 16406 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 29944 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2633 members 
Mstep: Class 33 contains 5911 members 
Mstep: Class 34 contains 11825 members 
Mstep: Class 35 contains 4986 members 
Mstep: Class 36 contains 103992 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6285 members 
Mstep: Class 39 contains 55872 members 
Mstep: Class 40 contains 6185 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901360.000000 Penalty: 139028.390625
Iteration 108Q: 43 clusters Score -5.890136e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 55134 members 
Mstep: Class 5 contains 61470 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 15674 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 25004 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8818 members 
Mstep: Class 20 contains 35208 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 12533 members 
Mstep: Class 23 contains 16402 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 29940 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2709 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 5913 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4987 members 
Mstep: Class 36 contains 103982 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6288 members 
Mstep: Class 39 contains 55870 members 
Mstep: Class 40 contains 6193 members 
Mstep: Class 41 contains 4156 members 
Mstep: Class 42 contains 4554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901480.000000 Penalty: 139028.390625
Iteration 109Q: 43 clusters Score -5.890148e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 55125 members 
Mstep: Class 5 contains 61462 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10019 members 
Mstep: Class 11 contains 16259 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 25001 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8816 members 
Mstep: Class 20 contains 35207 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 12548 members 
Mstep: Class 23 contains 16392 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 9442 members 
Mstep: Class 26 contains 29941 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2639 members 
Mstep: Class 33 contains 5917 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4990 members 
Mstep: Class 36 contains 103966 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6289 members 
Mstep: Class 39 contains 55867 members 
Mstep: Class 40 contains 6198 members 
Mstep: Class 41 contains 4154 members 
Mstep: Class 42 contains 4554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901484.000000 Penalty: 139028.390625
Iteration 110Q: 43 clusters Score -5.890148e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 15493 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 55114 members 
Mstep: Class 5 contains 61463 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10018 members 
Mstep: Class 11 contains 16258 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24144 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8814 members 
Mstep: Class 20 contains 35204 members 
Mstep: Class 21 contains 6231 members 
Mstep: Class 22 contains 12557 members 
Mstep: Class 23 contains 16386 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 9435 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2709 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2639 members 
Mstep: Class 33 contains 5920 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4996 members 
Mstep: Class 36 contains 103952 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6291 members 
Mstep: Class 39 contains 55864 members 
Mstep: Class 40 contains 6199 members 
Mstep: Class 41 contains 4154 members 
Mstep: Class 42 contains 4557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901400.000000 Penalty: 139028.390625
Iteration 111Q: 43 clusters Score -5.89014e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 55113 members 
Mstep: Class 5 contains 61461 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10018 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24151 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25003 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 35210 members 
Mstep: Class 21 contains 6222 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 16378 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9421 members 
Mstep: Class 26 contains 29945 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 5925 members 
Mstep: Class 34 contains 11821 members 
Mstep: Class 35 contains 5000 members 
Mstep: Class 36 contains 103943 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6292 members 
Mstep: Class 39 contains 55861 members 
Mstep: Class 40 contains 6201 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 4558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901288.000000 Penalty: 139028.390625
Iteration 112Q: 43 clusters Score -5.890129e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 55109 members 
Mstep: Class 5 contains 61454 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 16253 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24162 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 25004 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8810 members 
Mstep: Class 20 contains 35211 members 
Mstep: Class 21 contains 6217 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 16377 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9415 members 
Mstep: Class 26 contains 29944 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 11821 members 
Mstep: Class 35 contains 5007 members 
Mstep: Class 36 contains 103930 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6292 members 
Mstep: Class 39 contains 55857 members 
Mstep: Class 40 contains 6202 members 
Mstep: Class 41 contains 4156 members 
Mstep: Class 42 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901464.000000 Penalty: 139028.390625
Iteration 113Q: 43 clusters Score -5.890146e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15498 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55103 members 
Mstep: Class 5 contains 61447 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10015 members 
Mstep: Class 11 contains 16253 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24175 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 35212 members 
Mstep: Class 21 contains 6211 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 16381 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9407 members 
Mstep: Class 26 contains 29940 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 5931 members 
Mstep: Class 34 contains 11820 members 
Mstep: Class 35 contains 5006 members 
Mstep: Class 36 contains 103916 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6295 members 
Mstep: Class 39 contains 55852 members 
Mstep: Class 40 contains 6203 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901428.000000 Penalty: 139028.390625
Iteration 114Q: 43 clusters Score -5.890143e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15501 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55095 members 
Mstep: Class 5 contains 61439 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24186 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8809 members 
Mstep: Class 20 contains 35216 members 
Mstep: Class 21 contains 6205 members 
Mstep: Class 22 contains 12587 members 
Mstep: Class 23 contains 16378 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 29938 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2709 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 5934 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 5011 members 
Mstep: Class 36 contains 103896 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6298 members 
Mstep: Class 39 contains 55849 members 
Mstep: Class 40 contains 6207 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901436.000000 Penalty: 139028.390625
Iteration 115Q: 43 clusters Score -5.890144e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 15504 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55086 members 
Mstep: Class 5 contains 61431 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15672 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 16248 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24200 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8803 members 
Mstep: Class 20 contains 35219 members 
Mstep: Class 21 contains 6201 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9405 members 
Mstep: Class 26 contains 29936 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2709 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 5940 members 
Mstep: Class 34 contains 11818 members 
Mstep: Class 35 contains 5015 members 
Mstep: Class 36 contains 103878 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6301 members 
Mstep: Class 39 contains 55848 members 
Mstep: Class 40 contains 6208 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901428.000000 Penalty: 139028.390625
Iteration 116Q: 43 clusters Score -5.890143e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55078 members 
Mstep: Class 5 contains 61424 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24209 members 
Mstep: Class 14 contains 9879 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8801 members 
Mstep: Class 20 contains 35223 members 
Mstep: Class 21 contains 6195 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16364 members 
Mstep: Class 24 contains 4317 members 
Mstep: Class 25 contains 9400 members 
Mstep: Class 26 contains 29935 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2709 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 5951 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 103857 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6304 members 
Mstep: Class 39 contains 55844 members 
Mstep: Class 40 contains 6215 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901376.000000 Penalty: 139028.390625
Iteration 117Q: 43 clusters Score -5.890138e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 15510 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55077 members 
Mstep: Class 5 contains 61420 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24220 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 4212 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8800 members 
Mstep: Class 20 contains 35226 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9394 members 
Mstep: Class 26 contains 29934 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 5957 members 
Mstep: Class 34 contains 11811 members 
Mstep: Class 35 contains 5025 members 
Mstep: Class 36 contains 103827 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6307 members 
Mstep: Class 39 contains 55842 members 
Mstep: Class 40 contains 6221 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58901348.000000 Penalty: 139028.390625
Iteration 118Q: 43 clusters Score -5.890135e+07 nChanged 92
Entering ConstructFrom: 
Score: -58901348.000000 Penalty: 139028.390625
Entering ConstructFrom: 
Trying to split cluster 1 (13868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Entering Unmasked Estep 
Score: -1361674.500000 Penalty: 2365.260010
	Iteration 0F: 2 clusters Score -1361674 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 6960 members 
Entering Unmasked Estep 
Score: -1351473.375000 Penalty: 4730.520020
	Iteration 0F: 3 clusters Score -1351473 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1354574.750000 Penalty: 4730.520020
	Iteration 1F: 3 clusters Score -1354575 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1354927.000000 Penalty: 4730.520020
	Iteration 2F: 3 clusters Score -1354927 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1355201.875000 Penalty: 4730.520020
	Iteration 3F: 3 clusters Score -1355202 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1355422.875000 Penalty: 4730.520020
	Iteration 4Q: 3 clusters Score -1355423 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1355618.750000 Penalty: 4730.520020
	Iteration 5Q: 3 clusters Score -1355619 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1355803.375000 Penalty: 4730.520020
	Iteration 6Q: 3 clusters Score -1355803 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1355986.625000 Penalty: 4730.520020
	Iteration 7Q: 3 clusters Score -1355987 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1356191.250000 Penalty: 4730.520020
	Iteration 8Q: 3 clusters Score -1356191 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1356433.500000 Penalty: 4730.520020
	Iteration 9Q: 3 clusters Score -1356434 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1356733.250000 Penalty: 4730.520020
	Iteration 10Q: 3 clusters Score -1356733 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1357116.125000 Penalty: 4730.520020
	Iteration 11Q: 3 clusters Score -1357116 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1357539.250000 Penalty: 4730.520020
	Iteration 12Q: 3 clusters Score -1357539 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1357968.500000 Penalty: 4730.520020
	Iteration 13Q: 3 clusters Score -1357968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1358332.875000 Penalty: 4730.520020
	Iteration 14Q: 3 clusters Score -1358333 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1358654.375000 Penalty: 4730.520020
	Iteration 15Q: 3 clusters Score -1358654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1358938.875000 Penalty: 4730.520020
	Iteration 16Q: 3 clusters Score -1358939 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1359147.250000 Penalty: 4730.520020
	Iteration 17Q: 3 clusters Score -1359147 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1359259.125000 Penalty: 4730.520020
	Iteration 18Q: 3 clusters Score -1359259 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1359340.875000 Penalty: 4730.520020
	Iteration 19Q: 3 clusters Score -1359341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1359410.250000 Penalty: 4730.520020
	Iteration 20F: 3 clusters Score -1359410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1359457.875000 Penalty: 4730.520020
	Iteration 21Q: 3 clusters Score -1359458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1359499.375000 Penalty: 4730.520020
	Iteration 22Q: 3 clusters Score -1359499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1359528.000000 Penalty: 4730.520020
	Iteration 23Q: 3 clusters Score -1359528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1359546.750000 Penalty: 4730.520020
	Iteration 24Q: 3 clusters Score -1359547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1359565.250000 Penalty: 4730.520020
	Iteration 25Q: 3 clusters Score -1359565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1359574.500000 Penalty: 4730.520020
	Iteration 26Q: 3 clusters Score -1359574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1359583.500000 Penalty: 4730.520020
	Iteration 27Q: 3 clusters Score -1359584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1359590.625000 Penalty: 4730.520020
	Iteration 28Q: 3 clusters Score -1359591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1359592.625000 Penalty: 4730.520020
	Iteration 29Q: 3 clusters Score -1359593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1359597.750000 Penalty: 4730.520020
	Iteration 30Q: 3 clusters Score -1359598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1359602.875000 Penalty: 4730.520020
	Iteration 31Q: 3 clusters Score -1359603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1359609.750000 Penalty: 4730.520020
	Iteration 32Q: 3 clusters Score -1359610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1359613.250000 Penalty: 4730.520020
	Iteration 33Q: 3 clusters Score -1359613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1359618.125000 Penalty: 4730.520020
	Iteration 34Q: 3 clusters Score -1359618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1359623.000000 Penalty: 4730.520020
	Iteration 35Q: 3 clusters Score -1359623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1359633.500000 Penalty: 4730.520020
	Iteration 36Q: 3 clusters Score -1359634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1359637.500000 Penalty: 4730.520020
	Iteration 37Q: 3 clusters Score -1359638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1359636.500000 Penalty: 4730.520020
	Iteration 38Q: 3 clusters Score -1359636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1359639.625000 Penalty: 4730.520020
	Iteration 39Q: 3 clusters Score -1359640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1359642.125000 Penalty: 4730.520020
	Iteration 40F: 3 clusters Score -1359642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1359644.250000 Penalty: 4730.520020
	Iteration 41Q: 3 clusters Score -1359644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1359646.000000 Penalty: 4730.520020
	Iteration 42Q: 3 clusters Score -1359646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1359646.000000 Penalty: 4730.520020
	Iteration 43F: 3 clusters Score -1359646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Entering Unmasked Estep 
Score: -1454763.875000 Penalty: 2392.963623
	Iteration 0F: 2 clusters Score -1454764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1443555.625000 Penalty: 4785.927246
	Iteration 0F: 3 clusters Score -1443556 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1447237.000000 Penalty: 4785.927246
	Iteration 1F: 3 clusters Score -1447237 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1447715.375000 Penalty: 4785.927246
	Iteration 2F: 3 clusters Score -1447715 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1448098.250000 Penalty: 4785.927246
	Iteration 3F: 3 clusters Score -1448098 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1448432.500000 Penalty: 4785.927246
	Iteration 4Q: 3 clusters Score -1448432 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1448787.250000 Penalty: 4785.927246
	Iteration 5Q: 3 clusters Score -1448787 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1449147.375000 Penalty: 4785.927246
	Iteration 6Q: 3 clusters Score -1449147 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1449559.750000 Penalty: 4785.927246
	Iteration 7Q: 3 clusters Score -1449560 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1450025.875000 Penalty: 4785.927246
	Iteration 8Q: 3 clusters Score -1450026 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1450573.875000 Penalty: 4785.927246
	Iteration 9Q: 3 clusters Score -1450574 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1451123.500000 Penalty: 4785.927246
	Iteration 10F: 3 clusters Score -1451124 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1451526.250000 Penalty: 4785.927246
	Iteration 11Q: 3 clusters Score -1451526 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1451877.875000 Penalty: 4785.927246
	Iteration 12Q: 3 clusters Score -1451878 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1452172.750000 Penalty: 4785.927246
	Iteration 13Q: 3 clusters Score -1452173 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1452385.875000 Penalty: 4785.927246
	Iteration 14Q: 3 clusters Score -1452386 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1452571.125000 Penalty: 4785.927246
	Iteration 15Q: 3 clusters Score -1452571 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1452751.250000 Penalty: 4785.927246
	Iteration 16Q: 3 clusters Score -1452751 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1452891.125000 Penalty: 4785.927246
	Iteration 17Q: 3 clusters Score -1452891 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1453047.625000 Penalty: 4785.927246
	Iteration 18Q: 3 clusters Score -1453048 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1453149.125000 Penalty: 4785.927246
	Iteration 19Q: 3 clusters Score -1453149 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1453233.625000 Penalty: 4785.927246
	Iteration 20F: 3 clusters Score -1453234 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1453278.000000 Penalty: 4785.927246
	Iteration 21Q: 3 clusters Score -1453278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1453314.875000 Penalty: 4785.927246
	Iteration 22Q: 3 clusters Score -1453315 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1453347.000000 Penalty: 4785.927246
	Iteration 23Q: 3 clusters Score -1453347 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1453369.125000 Penalty: 4785.927246
	Iteration 24Q: 3 clusters Score -1453369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1453385.375000 Penalty: 4785.927246
	Iteration 25Q: 3 clusters Score -1453385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1453402.000000 Penalty: 4785.927246
	Iteration 26Q: 3 clusters Score -1453402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1453408.000000 Penalty: 4785.927246
	Iteration 27Q: 3 clusters Score -1453408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1453418.125000 Penalty: 4785.927246
	Iteration 28Q: 3 clusters Score -1453418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1453423.500000 Penalty: 4785.927246
	Iteration 29Q: 3 clusters Score -1453424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1453425.250000 Penalty: 4785.927246
	Iteration 30Q: 3 clusters Score -1453425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1453429.125000 Penalty: 4785.927246
	Iteration 31Q: 3 clusters Score -1453429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1453429.000000 Penalty: 4785.927246
	Iteration 32Q: 3 clusters Score -1453429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1453432.875000 Penalty: 4785.927246
	Iteration 33Q: 3 clusters Score -1453433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1453437.875000 Penalty: 4785.927246
	Iteration 34Q: 3 clusters Score -1453438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1453436.250000 Penalty: 4785.927246
	Iteration 35Q: 3 clusters Score -1453436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1453439.250000 Penalty: 4785.927246
	Iteration 36Q: 3 clusters Score -1453439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1453438.250000 Penalty: 4785.927246
	Iteration 37Q: 3 clusters Score -1453438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1453439.000000 Penalty: 4785.927246
	Iteration 38Q: 3 clusters Score -1453439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1453436.500000 Penalty: 4785.927246
	Iteration 39Q: 3 clusters Score -1453436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1453440.750000 Penalty: 4785.927246
	Iteration 40F: 3 clusters Score -1453441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1453439.750000 Penalty: 4785.927246
	Iteration 41Q: 3 clusters Score -1453440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1453441.375000 Penalty: 4785.927246
	Iteration 42Q: 3 clusters Score -1453441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1453442.375000 Penalty: 4785.927246
	Iteration 43Q: 3 clusters Score -1453442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1453442.125000 Penalty: 4785.927246
	Iteration 44Q: 3 clusters Score -1453442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1453446.875000 Penalty: 4785.927246
	Iteration 45Q: 3 clusters Score -1453447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1453450.000000 Penalty: 4785.927246
	Iteration 46Q: 3 clusters Score -1453450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1453447.375000 Penalty: 4785.927246
	Iteration 47Q: 3 clusters Score -1453447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1453446.000000 Penalty: 4785.927246
	Iteration 48Q: 3 clusters Score -1453446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1453447.125000 Penalty: 4785.927246
	Iteration 49Q: 3 clusters Score -1453447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1453446.000000 Penalty: 4785.927246
	Iteration 50Q: 3 clusters Score -1453446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1453451.875000 Penalty: 4785.927246
	Iteration 51Q: 3 clusters Score -1453452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1453453.375000 Penalty: 4785.927246
	Iteration 52Q: 3 clusters Score -1453453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1453454.125000 Penalty: 4785.927246
	Iteration 53Q: 3 clusters Score -1453454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1453453.000000 Penalty: 4785.927246
	Iteration 54Q: 3 clusters Score -1453453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1453456.000000 Penalty: 4785.927246
	Iteration 55Q: 3 clusters Score -1453456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1453456.000000 Penalty: 4785.927246
	Iteration 56F: 3 clusters Score -1453456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -189729.484375 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -189729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -187150.515625 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -187150.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -187631.234375 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -187631.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187748.265625 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -187748.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -187836.015625 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -187836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -187919.515625 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -187919.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187983.187500 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -187983.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188031.968750 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -188032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -188062.468750 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -188062.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188097.687500 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -188097.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -188130.046875 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -188130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188161.984375 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -188162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188192.671875 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -188192.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188219.468750 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -188219.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -188241.093750 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -188241.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -188265.187500 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -188265.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -188278.406250 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -188278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -188284.640625 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -188284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188290.968750 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -188291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -188298.156250 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -188298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -188304.296875 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -188304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -188308.625000 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -188308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188314.250000 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -188314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -188318.546875 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -188318.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188321.562500 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -188321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188322.953125 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -188323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188322.953125 Penalty: 3785.189941
	Iteration 25F: 3 clusters Score -188323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Entering Unmasked Estep 
Score: -5389182.500000 Penalty: 2707.261963
	Iteration 0F: 2 clusters Score -5389182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5352285.000000 Penalty: 5414.523926
	Iteration 0F: 3 clusters Score -5352285 nChanged 25624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5366661.000000 Penalty: 5414.523926
	Iteration 1F: 3 clusters Score -5366661 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5367528.000000 Penalty: 5414.523926
	Iteration 2Q: 3 clusters Score -5367528 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5368545.500000 Penalty: 5414.523926
	Iteration 3Q: 3 clusters Score -5368546 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5369685.000000 Penalty: 5414.523926
	Iteration 4Q: 3 clusters Score -5369685 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -5371194.000000 Penalty: 5414.523926
	Iteration 5F: 3 clusters Score -5371194 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5372904.000000 Penalty: 5414.523926
	Iteration 6F: 3 clusters Score -5372904 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -5374857.500000 Penalty: 5414.523926
	Iteration 7F: 3 clusters Score -5374858 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -5376802.500000 Penalty: 5414.523926
	Iteration 8F: 3 clusters Score -5376802 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5378669.500000 Penalty: 5414.523926
	Iteration 9F: 3 clusters Score -5378670 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5380381.500000 Penalty: 5414.523926
	Iteration 10Q: 3 clusters Score -5380382 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -5381735.500000 Penalty: 5414.523926
	Iteration 11Q: 3 clusters Score -5381736 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -5382810.000000 Penalty: 5414.523926
	Iteration 12Q: 3 clusters Score -5382810 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -5383529.500000 Penalty: 5414.523926
	Iteration 13Q: 3 clusters Score -5383530 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5384080.500000 Penalty: 5414.523926
	Iteration 14Q: 3 clusters Score -5384080 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -5384573.000000 Penalty: 5414.523926
	Iteration 15Q: 3 clusters Score -5384573 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -5385024.000000 Penalty: 5414.523926
	Iteration 16Q: 3 clusters Score -5385024 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5385414.000000 Penalty: 5414.523926
	Iteration 17Q: 3 clusters Score -5385414 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -5385699.000000 Penalty: 5414.523926
	Iteration 18Q: 3 clusters Score -5385699 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -5385957.000000 Penalty: 5414.523926
	Iteration 19Q: 3 clusters Score -5385957 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -5386158.000000 Penalty: 5414.523926
	Iteration 20F: 3 clusters Score -5386158 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -5386324.500000 Penalty: 5414.523926
	Iteration 21Q: 3 clusters Score -5386324 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -5386449.500000 Penalty: 5414.523926
	Iteration 22Q: 3 clusters Score -5386450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -5386521.000000 Penalty: 5414.523926
	Iteration 23Q: 3 clusters Score -5386521 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -5386606.500000 Penalty: 5414.523926
	Iteration 24Q: 3 clusters Score -5386606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -5386673.500000 Penalty: 5414.523926
	Iteration 25Q: 3 clusters Score -5386674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -5386692.500000 Penalty: 5414.523926
	Iteration 26Q: 3 clusters Score -5386692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -5386727.500000 Penalty: 5414.523926
	Iteration 27Q: 3 clusters Score -5386728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -5386749.500000 Penalty: 5414.523926
	Iteration 28Q: 3 clusters Score -5386750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -5386779.500000 Penalty: 5414.523926
	Iteration 29Q: 3 clusters Score -5386780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -5386806.500000 Penalty: 5414.523926
	Iteration 30Q: 3 clusters Score -5386806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -5386809.000000 Penalty: 5414.523926
	Iteration 31Q: 3 clusters Score -5386809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -5386815.500000 Penalty: 5414.523926
	Iteration 32Q: 3 clusters Score -5386816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -5386826.500000 Penalty: 5414.523926
	Iteration 33Q: 3 clusters Score -5386826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -5386844.500000 Penalty: 5414.523926
	Iteration 34Q: 3 clusters Score -5386844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -5386849.000000 Penalty: 5414.523926
	Iteration 35Q: 3 clusters Score -5386849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -5386850.500000 Penalty: 5414.523926
	Iteration 36Q: 3 clusters Score -5386850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -5386864.500000 Penalty: 5414.523926
	Iteration 37Q: 3 clusters Score -5386864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -5386859.500000 Penalty: 5414.523926
	Iteration 38Q: 3 clusters Score -5386860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -5386866.500000 Penalty: 5414.523926
	Iteration 39Q: 3 clusters Score -5386866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -5386871.000000 Penalty: 5414.523926
	Iteration 40F: 3 clusters Score -5386871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -5386867.500000 Penalty: 5414.523926
	Iteration 41Q: 3 clusters Score -5386868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -5386868.000000 Penalty: 5414.523926
	Iteration 42Q: 3 clusters Score -5386868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -5386877.500000 Penalty: 5414.523926
	Iteration 43Q: 3 clusters Score -5386878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -5386888.500000 Penalty: 5414.523926
	Iteration 44Q: 3 clusters Score -5386888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -5386886.500000 Penalty: 5414.523926
	Iteration 45Q: 3 clusters Score -5386886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -5386890.500000 Penalty: 5414.523926
	Iteration 46Q: 3 clusters Score -5386890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -5386892.500000 Penalty: 5414.523926
	Iteration 47Q: 3 clusters Score -5386892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -5386891.000000 Penalty: 5414.523926
	Iteration 48Q: 3 clusters Score -5386891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -5386894.500000 Penalty: 5414.523926
	Iteration 49Q: 3 clusters Score -5386894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -5386889.500000 Penalty: 5414.523926
	Iteration 50Q: 3 clusters Score -5386890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -5386896.500000 Penalty: 5414.523926
	Iteration 51Q: 3 clusters Score -5386896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -5386894.000000 Penalty: 5414.523926
	Iteration 52Q: 3 clusters Score -5386894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -5386894.500000 Penalty: 5414.523926
	Iteration 53Q: 3 clusters Score -5386894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -5386896.500000 Penalty: 5414.523926
	Iteration 54Q: 3 clusters Score -5386896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -5386899.500000 Penalty: 5414.523926
	Iteration 55Q: 3 clusters Score -5386900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -5386899.500000 Penalty: 5414.523926
	Iteration 56Q: 3 clusters Score -5386900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -5386903.500000 Penalty: 5414.523926
	Iteration 57Q: 3 clusters Score -5386904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -5386910.000000 Penalty: 5414.523926
	Iteration 58Q: 3 clusters Score -5386910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -5386909.000000 Penalty: 5414.523926
	Iteration 59Q: 3 clusters Score -5386909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -5386909.000000 Penalty: 5414.523926
	Iteration 60F: 3 clusters Score -5386909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Entering Unmasked Estep 
Score: -6173062.500000 Penalty: 2734.309570
	Iteration 0F: 2 clusters Score -6173062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -6132008.000000 Penalty: 5468.619141
	Iteration 0F: 3 clusters Score -6132008 nChanged 28457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -6147811.000000 Penalty: 5468.619141
	Iteration 1F: 3 clusters Score -6147811 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -6148460.500000 Penalty: 5468.619141
	Iteration 2Q: 3 clusters Score -6148460 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6149241.500000 Penalty: 5468.619141
	Iteration 3Q: 3 clusters Score -6149242 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -6150210.500000 Penalty: 5468.619141
	Iteration 4Q: 3 clusters Score -6150210 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -6151637.000000 Penalty: 5468.619141
	Iteration 5Q: 3 clusters Score -6151637 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -6153792.500000 Penalty: 5468.619141
	Iteration 6F: 3 clusters Score -6153792 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -6156788.500000 Penalty: 5468.619141
	Iteration 7F: 3 clusters Score -6156788 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6160210.000000 Penalty: 5468.619141
	Iteration 8F: 3 clusters Score -6160210 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -6163362.500000 Penalty: 5468.619141
	Iteration 9F: 3 clusters Score -6163362 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6165868.500000 Penalty: 5468.619141
	Iteration 10F: 3 clusters Score -6165868 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -6167621.500000 Penalty: 5468.619141
	Iteration 11Q: 3 clusters Score -6167622 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6168678.500000 Penalty: 5468.619141
	Iteration 12Q: 3 clusters Score -6168678 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -6169373.500000 Penalty: 5468.619141
	Iteration 13Q: 3 clusters Score -6169374 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6169820.000000 Penalty: 5468.619141
	Iteration 14Q: 3 clusters Score -6169820 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -6170113.000000 Penalty: 5468.619141
	Iteration 15Q: 3 clusters Score -6170113 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -6170273.000000 Penalty: 5468.619141
	Iteration 16Q: 3 clusters Score -6170273 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -6170424.500000 Penalty: 5468.619141
	Iteration 17Q: 3 clusters Score -6170424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -6170543.500000 Penalty: 5468.619141
	Iteration 18Q: 3 clusters Score -6170544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -6170637.500000 Penalty: 5468.619141
	Iteration 19Q: 3 clusters Score -6170638 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -6170709.500000 Penalty: 5468.619141
	Iteration 20F: 3 clusters Score -6170710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -6170765.500000 Penalty: 5468.619141
	Iteration 21Q: 3 clusters Score -6170766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -6170787.000000 Penalty: 5468.619141
	Iteration 22Q: 3 clusters Score -6170787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -6170802.000000 Penalty: 5468.619141
	Iteration 23Q: 3 clusters Score -6170802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -6170808.500000 Penalty: 5468.619141
	Iteration 24Q: 3 clusters Score -6170808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -6170817.500000 Penalty: 5468.619141
	Iteration 25Q: 3 clusters Score -6170818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -6170827.000000 Penalty: 5468.619141
	Iteration 26Q: 3 clusters Score -6170827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -6170839.500000 Penalty: 5468.619141
	Iteration 27Q: 3 clusters Score -6170840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -6170843.500000 Penalty: 5468.619141
	Iteration 28Q: 3 clusters Score -6170844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -6170837.000000 Penalty: 5468.619141
	Iteration 29Q: 3 clusters Score -6170837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -6170848.500000 Penalty: 5468.619141
	Iteration 30Q: 3 clusters Score -6170848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -6170845.000000 Penalty: 5468.619141
	Iteration 31Q: 3 clusters Score -6170845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -6170847.000000 Penalty: 5468.619141
	Iteration 32Q: 3 clusters Score -6170847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -6170841.500000 Penalty: 5468.619141
	Iteration 33Q: 3 clusters Score -6170842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -6170844.000000 Penalty: 5468.619141
	Iteration 34Q: 3 clusters Score -6170844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -6170839.000000 Penalty: 5468.619141
	Iteration 35Q: 3 clusters Score -6170839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -6170850.500000 Penalty: 5468.619141
	Iteration 36Q: 3 clusters Score -6170850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -6170850.500000 Penalty: 5468.619141
	Iteration 37F: 3 clusters Score -6170850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -649197.812500 Penalty: 2187.789551
	Iteration 0F: 2 clusters Score -649197.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -643504.562500 Penalty: 4375.579102
	Iteration 0F: 3 clusters Score -643504.6 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -645122.875000 Penalty: 4375.579102
	Iteration 1F: 3 clusters Score -645122.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -645464.812500 Penalty: 4375.579102
	Iteration 2F: 3 clusters Score -645464.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -645793.187500 Penalty: 4375.579102
	Iteration 3F: 3 clusters Score -645793.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -646083.062500 Penalty: 4375.579102
	Iteration 4F: 3 clusters Score -646083.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -646352.250000 Penalty: 4375.579102
	Iteration 5F: 3 clusters Score -646352.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -646597.625000 Penalty: 4375.579102
	Iteration 6Q: 3 clusters Score -646597.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -646813.125000 Penalty: 4375.579102
	Iteration 7Q: 3 clusters Score -646813.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -647011.187500 Penalty: 4375.579102
	Iteration 8Q: 3 clusters Score -647011.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -647149.125000 Penalty: 4375.579102
	Iteration 9Q: 3 clusters Score -647149.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -647253.125000 Penalty: 4375.579102
	Iteration 10Q: 3 clusters Score -647253.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -647343.750000 Penalty: 4375.579102
	Iteration 11Q: 3 clusters Score -647343.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -647422.062500 Penalty: 4375.579102
	Iteration 12Q: 3 clusters Score -647422.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -647475.375000 Penalty: 4375.579102
	Iteration 13Q: 3 clusters Score -647475.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -647512.187500 Penalty: 4375.579102
	Iteration 14Q: 3 clusters Score -647512.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -647536.125000 Penalty: 4375.579102
	Iteration 15Q: 3 clusters Score -647536.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -647555.625000 Penalty: 4375.579102
	Iteration 16Q: 3 clusters Score -647555.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -647569.250000 Penalty: 4375.579102
	Iteration 17Q: 3 clusters Score -647569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -647580.187500 Penalty: 4375.579102
	Iteration 18Q: 3 clusters Score -647580.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -647587.437500 Penalty: 4375.579102
	Iteration 19Q: 3 clusters Score -647587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -647589.687500 Penalty: 4375.579102
	Iteration 20F: 3 clusters Score -647589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -647591.937500 Penalty: 4375.579102
	Iteration 21Q: 3 clusters Score -647591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -647592.687500 Penalty: 4375.579102
	Iteration 22Q: 3 clusters Score -647592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -647594.187500 Penalty: 4375.579102
	Iteration 23Q: 3 clusters Score -647594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -647593.375000 Penalty: 4375.579102
	Iteration 24Q: 3 clusters Score -647593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -647593.375000 Penalty: 4375.579102
	Iteration 25F: 3 clusters Score -647593.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Entering Unmasked Estep 
Score: -1435171.125000 Penalty: 2395.366699
	Iteration 0F: 2 clusters Score -1435171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1423894.000000 Penalty: 4790.733398
	Iteration 0F: 3 clusters Score -1423894 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1427716.125000 Penalty: 4790.733398
	Iteration 1F: 3 clusters Score -1427716 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1428301.875000 Penalty: 4790.733398
	Iteration 2F: 3 clusters Score -1428302 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1428878.875000 Penalty: 4790.733398
	Iteration 3F: 3 clusters Score -1428879 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1429444.500000 Penalty: 4790.733398
	Iteration 4F: 3 clusters Score -1429444 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1430043.250000 Penalty: 4790.733398
	Iteration 5F: 3 clusters Score -1430043 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1430654.875000 Penalty: 4790.733398
	Iteration 6F: 3 clusters Score -1430655 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1431159.625000 Penalty: 4790.733398
	Iteration 7F: 3 clusters Score -1431160 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1431576.750000 Penalty: 4790.733398
	Iteration 8Q: 3 clusters Score -1431577 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1431911.250000 Penalty: 4790.733398
	Iteration 9Q: 3 clusters Score -1431911 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1432186.375000 Penalty: 4790.733398
	Iteration 10Q: 3 clusters Score -1432186 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1432445.750000 Penalty: 4790.733398
	Iteration 11Q: 3 clusters Score -1432446 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1432684.625000 Penalty: 4790.733398
	Iteration 12Q: 3 clusters Score -1432685 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1432881.625000 Penalty: 4790.733398
	Iteration 13Q: 3 clusters Score -1432882 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1433026.250000 Penalty: 4790.733398
	Iteration 14Q: 3 clusters Score -1433026 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1433117.375000 Penalty: 4790.733398
	Iteration 15Q: 3 clusters Score -1433117 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1433194.000000 Penalty: 4790.733398
	Iteration 16Q: 3 clusters Score -1433194 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1433249.875000 Penalty: 4790.733398
	Iteration 17Q: 3 clusters Score -1433250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1433306.875000 Penalty: 4790.733398
	Iteration 18Q: 3 clusters Score -1433307 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1433350.125000 Penalty: 4790.733398
	Iteration 19Q: 3 clusters Score -1433350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1433392.375000 Penalty: 4790.733398
	Iteration 20F: 3 clusters Score -1433392 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1433431.625000 Penalty: 4790.733398
	Iteration 21Q: 3 clusters Score -1433432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1433463.125000 Penalty: 4790.733398
	Iteration 22Q: 3 clusters Score -1433463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1433498.250000 Penalty: 4790.733398
	Iteration 23Q: 3 clusters Score -1433498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1433532.375000 Penalty: 4790.733398
	Iteration 24Q: 3 clusters Score -1433532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1433548.000000 Penalty: 4790.733398
	Iteration 25Q: 3 clusters Score -1433548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1433557.375000 Penalty: 4790.733398
	Iteration 26Q: 3 clusters Score -1433557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1433577.250000 Penalty: 4790.733398
	Iteration 27Q: 3 clusters Score -1433577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1433593.500000 Penalty: 4790.733398
	Iteration 28Q: 3 clusters Score -1433594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1433597.875000 Penalty: 4790.733398
	Iteration 29Q: 3 clusters Score -1433598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1433613.500000 Penalty: 4790.733398
	Iteration 30Q: 3 clusters Score -1433614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1433619.250000 Penalty: 4790.733398
	Iteration 31Q: 3 clusters Score -1433619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1433635.375000 Penalty: 4790.733398
	Iteration 32Q: 3 clusters Score -1433635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1433649.000000 Penalty: 4790.733398
	Iteration 33Q: 3 clusters Score -1433649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1433655.750000 Penalty: 4790.733398
	Iteration 34Q: 3 clusters Score -1433656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1433662.250000 Penalty: 4790.733398
	Iteration 35Q: 3 clusters Score -1433662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1433663.125000 Penalty: 4790.733398
	Iteration 36Q: 3 clusters Score -1433663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1433670.125000 Penalty: 4790.733398
	Iteration 37Q: 3 clusters Score -1433670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1433676.000000 Penalty: 4790.733398
	Iteration 38Q: 3 clusters Score -1433676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1433682.125000 Penalty: 4790.733398
	Iteration 39Q: 3 clusters Score -1433682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1433684.375000 Penalty: 4790.733398
	Iteration 40F: 3 clusters Score -1433684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1433692.250000 Penalty: 4790.733398
	Iteration 41Q: 3 clusters Score -1433692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1433693.375000 Penalty: 4790.733398
	Iteration 42Q: 3 clusters Score -1433693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1433705.500000 Penalty: 4790.733398
	Iteration 43Q: 3 clusters Score -1433706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1433711.500000 Penalty: 4790.733398
	Iteration 44Q: 3 clusters Score -1433712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1433726.000000 Penalty: 4790.733398
	Iteration 45Q: 3 clusters Score -1433726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1433732.750000 Penalty: 4790.733398
	Iteration 46Q: 3 clusters Score -1433733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1433739.250000 Penalty: 4790.733398
	Iteration 47Q: 3 clusters Score -1433739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1433746.000000 Penalty: 4790.733398
	Iteration 48Q: 3 clusters Score -1433746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1433756.375000 Penalty: 4790.733398
	Iteration 49Q: 3 clusters Score -1433756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1433764.000000 Penalty: 4790.733398
	Iteration 50Q: 3 clusters Score -1433764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1433761.000000 Penalty: 4790.733398
	Iteration 51Q: 3 clusters Score -1433761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1433765.625000 Penalty: 4790.733398
	Iteration 52Q: 3 clusters Score -1433766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1433771.500000 Penalty: 4790.733398
	Iteration 53Q: 3 clusters Score -1433772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1433776.500000 Penalty: 4790.733398
	Iteration 54Q: 3 clusters Score -1433776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1433780.625000 Penalty: 4790.733398
	Iteration 55Q: 3 clusters Score -1433781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1433780.125000 Penalty: 4790.733398
	Iteration 56Q: 3 clusters Score -1433780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1433783.750000 Penalty: 4790.733398
	Iteration 57Q: 3 clusters Score -1433784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1433785.250000 Penalty: 4790.733398
	Iteration 58Q: 3 clusters Score -1433785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1433786.250000 Penalty: 4790.733398
	Iteration 59Q: 3 clusters Score -1433786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1433787.375000 Penalty: 4790.733398
	Iteration 60F: 3 clusters Score -1433787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1433791.500000 Penalty: 4790.733398
	Iteration 61Q: 3 clusters Score -1433792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1433791.500000 Penalty: 4790.733398
	Iteration 62Q: 3 clusters Score -1433792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1433790.750000 Penalty: 4790.733398
	Iteration 63Q: 3 clusters Score -1433791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1433791.500000 Penalty: 4790.733398
	Iteration 64Q: 3 clusters Score -1433792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1433793.000000 Penalty: 4790.733398
	Iteration 65Q: 3 clusters Score -1433793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1433794.500000 Penalty: 4790.733398
	Iteration 66Q: 3 clusters Score -1433794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1433794.500000 Penalty: 4790.733398
	Iteration 67Q: 3 clusters Score -1433794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1433796.125000 Penalty: 4790.733398
	Iteration 68Q: 3 clusters Score -1433796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1433800.375000 Penalty: 4790.733398
	Iteration 69Q: 3 clusters Score -1433800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1433798.125000 Penalty: 4790.733398
	Iteration 70Q: 3 clusters Score -1433798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1433802.625000 Penalty: 4790.733398
	Iteration 71Q: 3 clusters Score -1433803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1433804.125000 Penalty: 4790.733398
	Iteration 72Q: 3 clusters Score -1433804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1433805.375000 Penalty: 4790.733398
	Iteration 73Q: 3 clusters Score -1433805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1433803.500000 Penalty: 4790.733398
	Iteration 74Q: 3 clusters Score -1433804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1433801.500000 Penalty: 4790.733398
	Iteration 75Q: 3 clusters Score -1433802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1433803.500000 Penalty: 4790.733398
	Iteration 76Q: 3 clusters Score -1433804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1433804.125000 Penalty: 4790.733398
	Iteration 77Q: 3 clusters Score -1433804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1433807.250000 Penalty: 4790.733398
	Iteration 78Q: 3 clusters Score -1433807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1433806.250000 Penalty: 4790.733398
	Iteration 79Q: 3 clusters Score -1433806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1433806.250000 Penalty: 4790.733398
	Iteration 80F: 3 clusters Score -1433806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -207983.109375 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -207983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -204987.078125 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -204987.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -205765.171875 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -205765.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -206134.218750 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -206134.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -206516.734375 Penalty: 3905.115723
	Iteration 3F: 3 clusters Score -206516.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -206858.578125 Penalty: 3905.115723
	Iteration 4F: 3 clusters Score -206858.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -207120.640625 Penalty: 3905.115723
	Iteration 5F: 3 clusters Score -207120.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -207309.687500 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -207309.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207425.953125 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -207426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -207468.406250 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -207468.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -207494.906250 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -207494.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -207515.312500 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -207515.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -207529.812500 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -207529.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -207541.703125 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -207541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -207555.578125 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -207555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207565.968750 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -207566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -207576.171875 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -207576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -207582.078125 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -207582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -207584.937500 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -207584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -207586.625000 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -207586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -207588.328125 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -207588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -207588.515625 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -207588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -177703.859375 Penalty: 1885.519287
	Iteration 0F: 2 clusters Score -177703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -175080.703125 Penalty: 3771.038574
	Iteration 0F: 3 clusters Score -175080.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -175548.625000 Penalty: 3771.038574
	Iteration 1F: 3 clusters Score -175548.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -175723.828125 Penalty: 3771.038574
	Iteration 2F: 3 clusters Score -175723.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -175824.062500 Penalty: 3771.038574
	Iteration 3F: 3 clusters Score -175824.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -175892.437500 Penalty: 3771.038574
	Iteration 4Q: 3 clusters Score -175892.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -175965.703125 Penalty: 3771.038574
	Iteration 5Q: 3 clusters Score -175965.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -176029.390625 Penalty: 3771.038574
	Iteration 6Q: 3 clusters Score -176029.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -176102.000000 Penalty: 3771.038574
	Iteration 7Q: 3 clusters Score -176102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -176150.546875 Penalty: 3771.038574
	Iteration 8Q: 3 clusters Score -176150.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -176185.421875 Penalty: 3771.038574
	Iteration 9Q: 3 clusters Score -176185.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -176231.203125 Penalty: 3771.038574
	Iteration 10Q: 3 clusters Score -176231.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -176272.515625 Penalty: 3771.038574
	Iteration 11Q: 3 clusters Score -176272.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -176313.109375 Penalty: 3771.038574
	Iteration 12Q: 3 clusters Score -176313.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176338.515625 Penalty: 3771.038574
	Iteration 13Q: 3 clusters Score -176338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -176363.515625 Penalty: 3771.038574
	Iteration 14Q: 3 clusters Score -176363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -176389.609375 Penalty: 3771.038574
	Iteration 15Q: 3 clusters Score -176389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -176412.843750 Penalty: 3771.038574
	Iteration 16Q: 3 clusters Score -176412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176445.625000 Penalty: 3771.038574
	Iteration 17Q: 3 clusters Score -176445.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176477.781250 Penalty: 3771.038574
	Iteration 18Q: 3 clusters Score -176477.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -176510.734375 Penalty: 3771.038574
	Iteration 19Q: 3 clusters Score -176510.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176545.765625 Penalty: 3771.038574
	Iteration 20F: 3 clusters Score -176545.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -176589.046875 Penalty: 3771.038574
	Iteration 21Q: 3 clusters Score -176589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -176620.593750 Penalty: 3771.038574
	Iteration 22Q: 3 clusters Score -176620.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176638.625000 Penalty: 3771.038574
	Iteration 23Q: 3 clusters Score -176638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176653.875000 Penalty: 3771.038574
	Iteration 24Q: 3 clusters Score -176653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176667.671875 Penalty: 3771.038574
	Iteration 25Q: 3 clusters Score -176667.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176691.015625 Penalty: 3771.038574
	Iteration 26Q: 3 clusters Score -176691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176708.687500 Penalty: 3771.038574
	Iteration 27Q: 3 clusters Score -176708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176721.906250 Penalty: 3771.038574
	Iteration 28Q: 3 clusters Score -176721.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176736.234375 Penalty: 3771.038574
	Iteration 29Q: 3 clusters Score -176736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -176753.015625 Penalty: 3771.038574
	Iteration 30Q: 3 clusters Score -176753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -176785.375000 Penalty: 3771.038574
	Iteration 31Q: 3 clusters Score -176785.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -176837.734375 Penalty: 3771.038574
	Iteration 32Q: 3 clusters Score -176837.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -176900.859375 Penalty: 3771.038574
	Iteration 33Q: 3 clusters Score -176900.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176976.531250 Penalty: 3771.038574
	Iteration 34Q: 3 clusters Score -176976.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -177027.328125 Penalty: 3771.038574
	Iteration 35Q: 3 clusters Score -177027.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177075.546875 Penalty: 3771.038574
	Iteration 36Q: 3 clusters Score -177075.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177133.875000 Penalty: 3771.038574
	Iteration 37Q: 3 clusters Score -177133.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -177183.515625 Penalty: 3771.038574
	Iteration 38Q: 3 clusters Score -177183.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177218.500000 Penalty: 3771.038574
	Iteration 39Q: 3 clusters Score -177218.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -177241.359375 Penalty: 3771.038574
	Iteration 40F: 3 clusters Score -177241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -177260.406250 Penalty: 3771.038574
	Iteration 41Q: 3 clusters Score -177260.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -177268.656250 Penalty: 3771.038574
	Iteration 42Q: 3 clusters Score -177268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177270.156250 Penalty: 3771.038574
	Iteration 43Q: 3 clusters Score -177270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177270.156250 Penalty: 3771.038574
	Iteration 44F: 3 clusters Score -177270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Entering Unmasked Estep 
Score: -959695.125000 Penalty: 2284.437256
	Iteration 0F: 2 clusters Score -959695.1 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 5084 members 
Entering Unmasked Estep 
Score: -951981.000000 Penalty: 4568.874512
	Iteration 0F: 3 clusters Score -951981 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -954250.437500 Penalty: 4568.874512
	Iteration 1F: 3 clusters Score -954250.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -954628.625000 Penalty: 4568.874512
	Iteration 2F: 3 clusters Score -954628.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -954921.500000 Penalty: 4568.874512
	Iteration 3F: 3 clusters Score -954921.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -955199.625000 Penalty: 4568.874512
	Iteration 4F: 3 clusters Score -955199.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -955482.687500 Penalty: 4568.874512
	Iteration 5Q: 3 clusters Score -955482.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -955807.187500 Penalty: 4568.874512
	Iteration 6Q: 3 clusters Score -955807.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -956141.562500 Penalty: 4568.874512
	Iteration 7Q: 3 clusters Score -956141.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -956473.875000 Penalty: 4568.874512
	Iteration 8Q: 3 clusters Score -956473.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -956834.250000 Penalty: 4568.874512
	Iteration 9Q: 3 clusters Score -956834.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -957129.437500 Penalty: 4568.874512
	Iteration 10Q: 3 clusters Score -957129.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -957343.687500 Penalty: 4568.874512
	Iteration 11Q: 3 clusters Score -957343.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -957516.312500 Penalty: 4568.874512
	Iteration 12Q: 3 clusters Score -957516.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -957648.812500 Penalty: 4568.874512
	Iteration 13Q: 3 clusters Score -957648.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -957744.250000 Penalty: 4568.874512
	Iteration 14Q: 3 clusters Score -957744.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -957809.687500 Penalty: 4568.874512
	Iteration 15Q: 3 clusters Score -957809.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -957857.625000 Penalty: 4568.874512
	Iteration 16Q: 3 clusters Score -957857.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -957886.125000 Penalty: 4568.874512
	Iteration 17Q: 3 clusters Score -957886.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -957905.812500 Penalty: 4568.874512
	Iteration 18Q: 3 clusters Score -957905.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -957919.187500 Penalty: 4568.874512
	Iteration 19Q: 3 clusters Score -957919.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -957929.812500 Penalty: 4568.874512
	Iteration 20F: 3 clusters Score -957929.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -957943.750000 Penalty: 4568.874512
	Iteration 21Q: 3 clusters Score -957943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -957955.625000 Penalty: 4568.874512
	Iteration 22Q: 3 clusters Score -957955.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -957967.000000 Penalty: 4568.874512
	Iteration 23Q: 3 clusters Score -957967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -957979.750000 Penalty: 4568.874512
	Iteration 24Q: 3 clusters Score -957979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -957988.375000 Penalty: 4568.874512
	Iteration 25Q: 3 clusters Score -957988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -957997.000000 Penalty: 4568.874512
	Iteration 26Q: 3 clusters Score -957997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -958001.437500 Penalty: 4568.874512
	Iteration 27Q: 3 clusters Score -958001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -958005.812500 Penalty: 4568.874512
	Iteration 28Q: 3 clusters Score -958005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -958007.312500 Penalty: 4568.874512
	Iteration 29Q: 3 clusters Score -958007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -958009.687500 Penalty: 4568.874512
	Iteration 30Q: 3 clusters Score -958009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -958009.500000 Penalty: 4568.874512
	Iteration 31Q: 3 clusters Score -958009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -958009.500000 Penalty: 4568.874512
	Iteration 32F: 3 clusters Score -958009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Entering Unmasked Estep 
Score: -1575373.875000 Penalty: 2404.448242
	Iteration 0F: 2 clusters Score -1575374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1563704.250000 Penalty: 4808.896484
	Iteration 0F: 3 clusters Score -1563704 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1567489.000000 Penalty: 4808.896484
	Iteration 1F: 3 clusters Score -1567489 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1567910.500000 Penalty: 4808.896484
	Iteration 2F: 3 clusters Score -1567910 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1568327.750000 Penalty: 4808.896484
	Iteration 3F: 3 clusters Score -1568328 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1568762.125000 Penalty: 4808.896484
	Iteration 4Q: 3 clusters Score -1568762 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1569278.250000 Penalty: 4808.896484
	Iteration 5F: 3 clusters Score -1569278 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1569925.875000 Penalty: 4808.896484
	Iteration 6F: 3 clusters Score -1569926 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1570633.500000 Penalty: 4808.896484
	Iteration 7F: 3 clusters Score -1570634 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1571321.250000 Penalty: 4808.896484
	Iteration 8F: 3 clusters Score -1571321 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1571898.750000 Penalty: 4808.896484
	Iteration 9Q: 3 clusters Score -1571899 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1572326.875000 Penalty: 4808.896484
	Iteration 10Q: 3 clusters Score -1572327 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1572635.750000 Penalty: 4808.896484
	Iteration 11Q: 3 clusters Score -1572636 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1572834.750000 Penalty: 4808.896484
	Iteration 12Q: 3 clusters Score -1572835 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1572994.750000 Penalty: 4808.896484
	Iteration 13Q: 3 clusters Score -1572995 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1573138.500000 Penalty: 4808.896484
	Iteration 14Q: 3 clusters Score -1573138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1573241.375000 Penalty: 4808.896484
	Iteration 15Q: 3 clusters Score -1573241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1573342.375000 Penalty: 4808.896484
	Iteration 16Q: 3 clusters Score -1573342 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1573414.000000 Penalty: 4808.896484
	Iteration 17Q: 3 clusters Score -1573414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1573473.250000 Penalty: 4808.896484
	Iteration 18Q: 3 clusters Score -1573473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1573505.750000 Penalty: 4808.896484
	Iteration 19Q: 3 clusters Score -1573506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1573523.250000 Penalty: 4808.896484
	Iteration 20F: 3 clusters Score -1573523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1573535.875000 Penalty: 4808.896484
	Iteration 21Q: 3 clusters Score -1573536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1573544.750000 Penalty: 4808.896484
	Iteration 22Q: 3 clusters Score -1573545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1573553.000000 Penalty: 4808.896484
	Iteration 23Q: 3 clusters Score -1573553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1573561.000000 Penalty: 4808.896484
	Iteration 24Q: 3 clusters Score -1573561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1573563.875000 Penalty: 4808.896484
	Iteration 25Q: 3 clusters Score -1573564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1573566.750000 Penalty: 4808.896484
	Iteration 26Q: 3 clusters Score -1573567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1573571.250000 Penalty: 4808.896484
	Iteration 27Q: 3 clusters Score -1573571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1573577.125000 Penalty: 4808.896484
	Iteration 28Q: 3 clusters Score -1573577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1573577.125000 Penalty: 4808.896484
	Iteration 29Q: 3 clusters Score -1573577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1573580.500000 Penalty: 4808.896484
	Iteration 30Q: 3 clusters Score -1573580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1573584.250000 Penalty: 4808.896484
	Iteration 31Q: 3 clusters Score -1573584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1573586.375000 Penalty: 4808.896484
	Iteration 32Q: 3 clusters Score -1573586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1573586.125000 Penalty: 4808.896484
	Iteration 33Q: 3 clusters Score -1573586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1573589.000000 Penalty: 4808.896484
	Iteration 34Q: 3 clusters Score -1573589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1573589.625000 Penalty: 4808.896484
	Iteration 35Q: 3 clusters Score -1573590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1573589.625000 Penalty: 4808.896484
	Iteration 36F: 3 clusters Score -1573590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -575499.812500 Penalty: 2144.889404
	Iteration 0F: 2 clusters Score -575499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -570486.687500 Penalty: 4289.778809
	Iteration 0F: 3 clusters Score -570486.7 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -571707.875000 Penalty: 4289.778809
	Iteration 1F: 3 clusters Score -571707.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -571952.562500 Penalty: 4289.778809
	Iteration 2F: 3 clusters Score -571952.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -572117.250000 Penalty: 4289.778809
	Iteration 3F: 3 clusters Score -572117.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -572238.125000 Penalty: 4289.778809
	Iteration 4Q: 3 clusters Score -572238.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -572329.000000 Penalty: 4289.778809
	Iteration 5Q: 3 clusters Score -572329 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -572400.687500 Penalty: 4289.778809
	Iteration 6Q: 3 clusters Score -572400.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -572474.000000 Penalty: 4289.778809
	Iteration 7Q: 3 clusters Score -572474 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -572545.375000 Penalty: 4289.778809
	Iteration 8Q: 3 clusters Score -572545.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -572617.125000 Penalty: 4289.778809
	Iteration 9Q: 3 clusters Score -572617.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -572685.062500 Penalty: 4289.778809
	Iteration 10Q: 3 clusters Score -572685.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -572749.437500 Penalty: 4289.778809
	Iteration 11Q: 3 clusters Score -572749.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -572810.500000 Penalty: 4289.778809
	Iteration 12Q: 3 clusters Score -572810.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -572860.500000 Penalty: 4289.778809
	Iteration 13Q: 3 clusters Score -572860.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -572905.062500 Penalty: 4289.778809
	Iteration 14Q: 3 clusters Score -572905.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -572946.437500 Penalty: 4289.778809
	Iteration 15Q: 3 clusters Score -572946.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -572978.375000 Penalty: 4289.778809
	Iteration 16Q: 3 clusters Score -572978.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -573011.687500 Penalty: 4289.778809
	Iteration 17Q: 3 clusters Score -573011.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -573047.250000 Penalty: 4289.778809
	Iteration 18Q: 3 clusters Score -573047.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -573083.937500 Penalty: 4289.778809
	Iteration 19Q: 3 clusters Score -573083.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -573114.500000 Penalty: 4289.778809
	Iteration 20F: 3 clusters Score -573114.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -573143.500000 Penalty: 4289.778809
	Iteration 21Q: 3 clusters Score -573143.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -573163.562500 Penalty: 4289.778809
	Iteration 22Q: 3 clusters Score -573163.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -573177.312500 Penalty: 4289.778809
	Iteration 23Q: 3 clusters Score -573177.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -573198.937500 Penalty: 4289.778809
	Iteration 24Q: 3 clusters Score -573198.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -573216.000000 Penalty: 4289.778809
	Iteration 25Q: 3 clusters Score -573216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -573236.312500 Penalty: 4289.778809
	Iteration 26Q: 3 clusters Score -573236.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -573249.562500 Penalty: 4289.778809
	Iteration 27Q: 3 clusters Score -573249.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -573264.812500 Penalty: 4289.778809
	Iteration 28Q: 3 clusters Score -573264.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -573282.250000 Penalty: 4289.778809
	Iteration 29Q: 3 clusters Score -573282.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -573301.562500 Penalty: 4289.778809
	Iteration 30Q: 3 clusters Score -573301.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -573321.187500 Penalty: 4289.778809
	Iteration 31Q: 3 clusters Score -573321.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -573337.062500 Penalty: 4289.778809
	Iteration 32Q: 3 clusters Score -573337.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -573352.187500 Penalty: 4289.778809
	Iteration 33Q: 3 clusters Score -573352.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -573363.687500 Penalty: 4289.778809
	Iteration 34Q: 3 clusters Score -573363.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -573371.687500 Penalty: 4289.778809
	Iteration 35Q: 3 clusters Score -573371.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -573382.187500 Penalty: 4289.778809
	Iteration 36Q: 3 clusters Score -573382.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -573388.750000 Penalty: 4289.778809
	Iteration 37Q: 3 clusters Score -573388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -573395.875000 Penalty: 4289.778809
	Iteration 38Q: 3 clusters Score -573395.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -573400.187500 Penalty: 4289.778809
	Iteration 39Q: 3 clusters Score -573400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -573402.375000 Penalty: 4289.778809
	Iteration 40F: 3 clusters Score -573402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -573405.000000 Penalty: 4289.778809
	Iteration 41Q: 3 clusters Score -573405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -573407.062500 Penalty: 4289.778809
	Iteration 42Q: 3 clusters Score -573407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -573408.437500 Penalty: 4289.778809
	Iteration 43Q: 3 clusters Score -573408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -573408.687500 Penalty: 4289.778809
	Iteration 44Q: 3 clusters Score -573408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -573410.750000 Penalty: 4289.778809
	Iteration 45Q: 3 clusters Score -573410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -573410.062500 Penalty: 4289.778809
	Iteration 46Q: 3 clusters Score -573410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -573410.437500 Penalty: 4289.778809
	Iteration 47Q: 3 clusters Score -573410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -573411.500000 Penalty: 4289.778809
	Iteration 48Q: 3 clusters Score -573411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -573412.687500 Penalty: 4289.778809
	Iteration 49Q: 3 clusters Score -573412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -573412.500000 Penalty: 4289.778809
	Iteration 50Q: 3 clusters Score -573412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -573412.000000 Penalty: 4289.778809
	Iteration 51Q: 3 clusters Score -573412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -573415.000000 Penalty: 4289.778809
	Iteration 52Q: 3 clusters Score -573415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -573414.937500 Penalty: 4289.778809
	Iteration 53Q: 3 clusters Score -573414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -573416.437500 Penalty: 4289.778809
	Iteration 54Q: 3 clusters Score -573416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -573416.375000 Penalty: 4289.778809
	Iteration 55Q: 3 clusters Score -573416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -573416.250000 Penalty: 4289.778809
	Iteration 56Q: 3 clusters Score -573416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -573417.687500 Penalty: 4289.778809
	Iteration 57Q: 3 clusters Score -573417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -573418.937500 Penalty: 4289.778809
	Iteration 58Q: 3 clusters Score -573418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -573419.437500 Penalty: 4289.778809
	Iteration 59Q: 3 clusters Score -573419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -573420.000000 Penalty: 4289.778809
	Iteration 60F: 3 clusters Score -573420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Entering Unmasked Estep 
Score: -2399083.250000 Penalty: 2503.563965
	Iteration 0F: 2 clusters Score -2399083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2382282.000000 Penalty: 5007.127930
	Iteration 0F: 3 clusters Score -2382282 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2388080.000000 Penalty: 5007.127930
	Iteration 1F: 3 clusters Score -2388080 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2388489.000000 Penalty: 5007.127930
	Iteration 2Q: 3 clusters Score -2388489 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2388872.250000 Penalty: 5007.127930
	Iteration 3Q: 3 clusters Score -2388872 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2389258.250000 Penalty: 5007.127930
	Iteration 4Q: 3 clusters Score -2389258 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2389726.000000 Penalty: 5007.127930
	Iteration 5Q: 3 clusters Score -2389726 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2390305.500000 Penalty: 5007.127930
	Iteration 6Q: 3 clusters Score -2390306 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2391031.000000 Penalty: 5007.127930
	Iteration 7F: 3 clusters Score -2391031 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2391898.750000 Penalty: 5007.127930
	Iteration 8F: 3 clusters Score -2391899 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2392794.250000 Penalty: 5007.127930
	Iteration 9F: 3 clusters Score -2392794 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2393548.250000 Penalty: 5007.127930
	Iteration 10F: 3 clusters Score -2393548 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2394093.750000 Penalty: 5007.127930
	Iteration 11Q: 3 clusters Score -2394094 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2394530.250000 Penalty: 5007.127930
	Iteration 12Q: 3 clusters Score -2394530 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2394816.000000 Penalty: 5007.127930
	Iteration 13Q: 3 clusters Score -2394816 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2395010.750000 Penalty: 5007.127930
	Iteration 14Q: 3 clusters Score -2395011 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2395131.250000 Penalty: 5007.127930
	Iteration 15Q: 3 clusters Score -2395131 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2395218.750000 Penalty: 5007.127930
	Iteration 16Q: 3 clusters Score -2395219 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2395275.000000 Penalty: 5007.127930
	Iteration 17Q: 3 clusters Score -2395275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2395317.750000 Penalty: 5007.127930
	Iteration 18Q: 3 clusters Score -2395318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2395340.750000 Penalty: 5007.127930
	Iteration 19Q: 3 clusters Score -2395341 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2395363.500000 Penalty: 5007.127930
	Iteration 20F: 3 clusters Score -2395364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2395381.000000 Penalty: 5007.127930
	Iteration 21Q: 3 clusters Score -2395381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2395385.750000 Penalty: 5007.127930
	Iteration 22Q: 3 clusters Score -2395386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2395405.750000 Penalty: 5007.127930
	Iteration 23Q: 3 clusters Score -2395406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2395413.250000 Penalty: 5007.127930
	Iteration 24Q: 3 clusters Score -2395413 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2395428.000000 Penalty: 5007.127930
	Iteration 25Q: 3 clusters Score -2395428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2395430.250000 Penalty: 5007.127930
	Iteration 26Q: 3 clusters Score -2395430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2395439.250000 Penalty: 5007.127930
	Iteration 27Q: 3 clusters Score -2395439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2395445.750000 Penalty: 5007.127930
	Iteration 28Q: 3 clusters Score -2395446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2395459.000000 Penalty: 5007.127930
	Iteration 29Q: 3 clusters Score -2395459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2395459.750000 Penalty: 5007.127930
	Iteration 30Q: 3 clusters Score -2395460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2395470.000000 Penalty: 5007.127930
	Iteration 31Q: 3 clusters Score -2395470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2395468.500000 Penalty: 5007.127930
	Iteration 32Q: 3 clusters Score -2395468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2395468.000000 Penalty: 5007.127930
	Iteration 33Q: 3 clusters Score -2395468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2395478.000000 Penalty: 5007.127930
	Iteration 34Q: 3 clusters Score -2395478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2395482.000000 Penalty: 5007.127930
	Iteration 35Q: 3 clusters Score -2395482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2395484.000000 Penalty: 5007.127930
	Iteration 36Q: 3 clusters Score -2395484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2395480.750000 Penalty: 5007.127930
	Iteration 37Q: 3 clusters Score -2395481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2395485.250000 Penalty: 5007.127930
	Iteration 38Q: 3 clusters Score -2395485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2395487.750000 Penalty: 5007.127930
	Iteration 39Q: 3 clusters Score -2395488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2395493.750000 Penalty: 5007.127930
	Iteration 40F: 3 clusters Score -2395494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2395499.500000 Penalty: 5007.127930
	Iteration 41Q: 3 clusters Score -2395500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2395503.500000 Penalty: 5007.127930
	Iteration 42Q: 3 clusters Score -2395504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2395503.500000 Penalty: 5007.127930
	Iteration 43Q: 3 clusters Score -2395504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2395505.250000 Penalty: 5007.127930
	Iteration 44Q: 3 clusters Score -2395505 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2395506.500000 Penalty: 5007.127930
	Iteration 45Q: 3 clusters Score -2395506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2395518.000000 Penalty: 5007.127930
	Iteration 46Q: 3 clusters Score -2395518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2395520.250000 Penalty: 5007.127930
	Iteration 47Q: 3 clusters Score -2395520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2395531.000000 Penalty: 5007.127930
	Iteration 48Q: 3 clusters Score -2395531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2395528.000000 Penalty: 5007.127930
	Iteration 49Q: 3 clusters Score -2395528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2395540.000000 Penalty: 5007.127930
	Iteration 50Q: 3 clusters Score -2395540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2395544.000000 Penalty: 5007.127930
	Iteration 51Q: 3 clusters Score -2395544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2395547.750000 Penalty: 5007.127930
	Iteration 52Q: 3 clusters Score -2395548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2395542.250000 Penalty: 5007.127930
	Iteration 53Q: 3 clusters Score -2395542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2395546.250000 Penalty: 5007.127930
	Iteration 54Q: 3 clusters Score -2395546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2395552.000000 Penalty: 5007.127930
	Iteration 55Q: 3 clusters Score -2395552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2395555.500000 Penalty: 5007.127930
	Iteration 56Q: 3 clusters Score -2395556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2395555.750000 Penalty: 5007.127930
	Iteration 57Q: 3 clusters Score -2395556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2395557.000000 Penalty: 5007.127930
	Iteration 58Q: 3 clusters Score -2395557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2395562.500000 Penalty: 5007.127930
	Iteration 59Q: 3 clusters Score -2395562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2395572.000000 Penalty: 5007.127930
	Iteration 60F: 3 clusters Score -2395572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2395579.500000 Penalty: 5007.127930
	Iteration 61Q: 3 clusters Score -2395580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2395596.250000 Penalty: 5007.127930
	Iteration 62Q: 3 clusters Score -2395596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2395610.250000 Penalty: 5007.127930
	Iteration 63Q: 3 clusters Score -2395610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2395622.000000 Penalty: 5007.127930
	Iteration 64Q: 3 clusters Score -2395622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2395650.750000 Penalty: 5007.127930
	Iteration 65Q: 3 clusters Score -2395651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2395663.750000 Penalty: 5007.127930
	Iteration 66Q: 3 clusters Score -2395664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2395681.000000 Penalty: 5007.127930
	Iteration 67Q: 3 clusters Score -2395681 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2395695.500000 Penalty: 5007.127930
	Iteration 68Q: 3 clusters Score -2395696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2395718.000000 Penalty: 5007.127930
	Iteration 69Q: 3 clusters Score -2395718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2395728.500000 Penalty: 5007.127930
	Iteration 70Q: 3 clusters Score -2395728 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2395744.750000 Penalty: 5007.127930
	Iteration 71Q: 3 clusters Score -2395745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2395763.750000 Penalty: 5007.127930
	Iteration 72Q: 3 clusters Score -2395764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2395790.000000 Penalty: 5007.127930
	Iteration 73Q: 3 clusters Score -2395790 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2395820.000000 Penalty: 5007.127930
	Iteration 74Q: 3 clusters Score -2395820 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2395844.250000 Penalty: 5007.127930
	Iteration 75Q: 3 clusters Score -2395844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2395862.000000 Penalty: 5007.127930
	Iteration 76Q: 3 clusters Score -2395862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2395885.000000 Penalty: 5007.127930
	Iteration 77Q: 3 clusters Score -2395885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2395904.750000 Penalty: 5007.127930
	Iteration 78Q: 3 clusters Score -2395905 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2395926.000000 Penalty: 5007.127930
	Iteration 79Q: 3 clusters Score -2395926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2395953.250000 Penalty: 5007.127930
	Iteration 80F: 3 clusters Score -2395953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2395968.750000 Penalty: 5007.127930
	Iteration 81Q: 3 clusters Score -2395969 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2396005.500000 Penalty: 5007.127930
	Iteration 82Q: 3 clusters Score -2396006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2396030.000000 Penalty: 5007.127930
	Iteration 83Q: 3 clusters Score -2396030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2396046.750000 Penalty: 5007.127930
	Iteration 84Q: 3 clusters Score -2396047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2396072.000000 Penalty: 5007.127930
	Iteration 85Q: 3 clusters Score -2396072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2396100.500000 Penalty: 5007.127930
	Iteration 86Q: 3 clusters Score -2396100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2396135.750000 Penalty: 5007.127930
	Iteration 87Q: 3 clusters Score -2396136 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2396172.500000 Penalty: 5007.127930
	Iteration 88Q: 3 clusters Score -2396172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2396211.250000 Penalty: 5007.127930
	Iteration 89Q: 3 clusters Score -2396211 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2396251.000000 Penalty: 5007.127930
	Iteration 90Q: 3 clusters Score -2396251 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2396295.000000 Penalty: 5007.127930
	Iteration 91Q: 3 clusters Score -2396295 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2396362.000000 Penalty: 5007.127930
	Iteration 92Q: 3 clusters Score -2396362 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2396426.000000 Penalty: 5007.127930
	Iteration 93Q: 3 clusters Score -2396426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2396484.500000 Penalty: 5007.127930
	Iteration 94Q: 3 clusters Score -2396484 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2396554.500000 Penalty: 5007.127930
	Iteration 95Q: 3 clusters Score -2396554 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2396636.250000 Penalty: 5007.127930
	Iteration 96Q: 3 clusters Score -2396636 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2396721.750000 Penalty: 5007.127930
	Iteration 97Q: 3 clusters Score -2396722 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2396781.500000 Penalty: 5007.127930
	Iteration 98Q: 3 clusters Score -2396782 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2396852.250000 Penalty: 5007.127930
	Iteration 99Q: 3 clusters Score -2396852 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2396914.000000 Penalty: 5007.127930
	Iteration 100F: 3 clusters Score -2396914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2396981.250000 Penalty: 5007.127930
	Iteration 101Q: 3 clusters Score -2396981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2397030.000000 Penalty: 5007.127930
	Iteration 102Q: 3 clusters Score -2397030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2397068.750000 Penalty: 5007.127930
	Iteration 103Q: 3 clusters Score -2397069 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2397092.500000 Penalty: 5007.127930
	Iteration 104Q: 3 clusters Score -2397092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2397121.000000 Penalty: 5007.127930
	Iteration 105Q: 3 clusters Score -2397121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2397153.500000 Penalty: 5007.127930
	Iteration 106Q: 3 clusters Score -2397154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2397182.250000 Penalty: 5007.127930
	Iteration 107Q: 3 clusters Score -2397182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2397219.000000 Penalty: 5007.127930
	Iteration 108Q: 3 clusters Score -2397219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2397241.750000 Penalty: 5007.127930
	Iteration 109Q: 3 clusters Score -2397242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2397266.000000 Penalty: 5007.127930
	Iteration 110Q: 3 clusters Score -2397266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2397298.500000 Penalty: 5007.127930
	Iteration 111Q: 3 clusters Score -2397298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2397318.000000 Penalty: 5007.127930
	Iteration 112Q: 3 clusters Score -2397318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2397341.750000 Penalty: 5007.127930
	Iteration 113Q: 3 clusters Score -2397342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2397352.250000 Penalty: 5007.127930
	Iteration 114Q: 3 clusters Score -2397352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2397359.750000 Penalty: 5007.127930
	Iteration 115Q: 3 clusters Score -2397360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2397367.500000 Penalty: 5007.127930
	Iteration 116Q: 3 clusters Score -2397368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2397373.750000 Penalty: 5007.127930
	Iteration 117Q: 3 clusters Score -2397374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2397383.250000 Penalty: 5007.127930
	Iteration 118Q: 3 clusters Score -2397383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2397390.000000 Penalty: 5007.127930
	Iteration 119Q: 3 clusters Score -2397390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2397394.750000 Penalty: 5007.127930
	Iteration 120F: 3 clusters Score -2397395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2397400.000000 Penalty: 5007.127930
	Iteration 121Q: 3 clusters Score -2397400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2397408.750000 Penalty: 5007.127930
	Iteration 122Q: 3 clusters Score -2397409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2397411.250000 Penalty: 5007.127930
	Iteration 123Q: 3 clusters Score -2397411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2397413.750000 Penalty: 5007.127930
	Iteration 124Q: 3 clusters Score -2397414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2397418.000000 Penalty: 5007.127930
	Iteration 125Q: 3 clusters Score -2397418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2397420.000000 Penalty: 5007.127930
	Iteration 126Q: 3 clusters Score -2397420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2397418.250000 Penalty: 5007.127930
	Iteration 127Q: 3 clusters Score -2397418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2397420.000000 Penalty: 5007.127930
	Iteration 128Q: 3 clusters Score -2397420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2397425.500000 Penalty: 5007.127930
	Iteration 129Q: 3 clusters Score -2397426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2397424.750000 Penalty: 5007.127930
	Iteration 130Q: 3 clusters Score -2397425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2397425.500000 Penalty: 5007.127930
	Iteration 131Q: 3 clusters Score -2397426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2397425.000000 Penalty: 5007.127930
	Iteration 132Q: 3 clusters Score -2397425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2397425.000000 Penalty: 5007.127930
	Iteration 133F: 3 clusters Score -2397425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Entering Unmasked Estep 
Score: -906936.937500 Penalty: 2281.220703
	Iteration 0F: 2 clusters Score -906936.9 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 5011 members 
Entering Unmasked Estep 
Score: -899239.062500 Penalty: 4562.441406
	Iteration 0F: 3 clusters Score -899239.1 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -901717.687500 Penalty: 4562.441406
	Iteration 1F: 3 clusters Score -901717.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -902383.875000 Penalty: 4562.441406
	Iteration 2F: 3 clusters Score -902383.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -903148.687500 Penalty: 4562.441406
	Iteration 3F: 3 clusters Score -903148.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -903840.625000 Penalty: 4562.441406
	Iteration 4F: 3 clusters Score -903840.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -904370.250000 Penalty: 4562.441406
	Iteration 5F: 3 clusters Score -904370.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -904755.812500 Penalty: 4562.441406
	Iteration 6F: 3 clusters Score -904755.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -905012.312500 Penalty: 4562.441406
	Iteration 7Q: 3 clusters Score -905012.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -905182.812500 Penalty: 4562.441406
	Iteration 8Q: 3 clusters Score -905182.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -905347.562500 Penalty: 4562.441406
	Iteration 9Q: 3 clusters Score -905347.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -905471.250000 Penalty: 4562.441406
	Iteration 10Q: 3 clusters Score -905471.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -905573.812500 Penalty: 4562.441406
	Iteration 11Q: 3 clusters Score -905573.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -905670.250000 Penalty: 4562.441406
	Iteration 12Q: 3 clusters Score -905670.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -905763.625000 Penalty: 4562.441406
	Iteration 13Q: 3 clusters Score -905763.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -905863.312500 Penalty: 4562.441406
	Iteration 14Q: 3 clusters Score -905863.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -905952.062500 Penalty: 4562.441406
	Iteration 15Q: 3 clusters Score -905952.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -906040.312500 Penalty: 4562.441406
	Iteration 16Q: 3 clusters Score -906040.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -906115.687500 Penalty: 4562.441406
	Iteration 17Q: 3 clusters Score -906115.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -906194.687500 Penalty: 4562.441406
	Iteration 18Q: 3 clusters Score -906194.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -906243.437500 Penalty: 4562.441406
	Iteration 19Q: 3 clusters Score -906243.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -906285.687500 Penalty: 4562.441406
	Iteration 20F: 3 clusters Score -906285.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -906314.125000 Penalty: 4562.441406
	Iteration 21Q: 3 clusters Score -906314.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -906335.375000 Penalty: 4562.441406
	Iteration 22Q: 3 clusters Score -906335.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -906353.250000 Penalty: 4562.441406
	Iteration 23Q: 3 clusters Score -906353.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -906368.187500 Penalty: 4562.441406
	Iteration 24Q: 3 clusters Score -906368.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -906382.125000 Penalty: 4562.441406
	Iteration 25Q: 3 clusters Score -906382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -906391.500000 Penalty: 4562.441406
	Iteration 26Q: 3 clusters Score -906391.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -906397.062500 Penalty: 4562.441406
	Iteration 27Q: 3 clusters Score -906397.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -906403.187500 Penalty: 4562.441406
	Iteration 28Q: 3 clusters Score -906403.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -906407.187500 Penalty: 4562.441406
	Iteration 29Q: 3 clusters Score -906407.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -906412.437500 Penalty: 4562.441406
	Iteration 30Q: 3 clusters Score -906412.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -906419.000000 Penalty: 4562.441406
	Iteration 31Q: 3 clusters Score -906419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -906421.187500 Penalty: 4562.441406
	Iteration 32Q: 3 clusters Score -906421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -906425.437500 Penalty: 4562.441406
	Iteration 33Q: 3 clusters Score -906425.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -906428.750000 Penalty: 4562.441406
	Iteration 34Q: 3 clusters Score -906428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -906431.062500 Penalty: 4562.441406
	Iteration 35Q: 3 clusters Score -906431.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -906434.250000 Penalty: 4562.441406
	Iteration 36Q: 3 clusters Score -906434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -906436.625000 Penalty: 4562.441406
	Iteration 37Q: 3 clusters Score -906436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -906438.812500 Penalty: 4562.441406
	Iteration 38Q: 3 clusters Score -906438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -906441.187500 Penalty: 4562.441406
	Iteration 39Q: 3 clusters Score -906441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -906442.625000 Penalty: 4562.441406
	Iteration 40F: 3 clusters Score -906442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -906442.562500 Penalty: 4562.441406
	Iteration 41Q: 3 clusters Score -906442.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -906445.937500 Penalty: 4562.441406
	Iteration 42Q: 3 clusters Score -906445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -906448.312500 Penalty: 4562.441406
	Iteration 43Q: 3 clusters Score -906448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -906447.250000 Penalty: 4562.441406
	Iteration 44Q: 3 clusters Score -906447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -906449.187500 Penalty: 4562.441406
	Iteration 45Q: 3 clusters Score -906449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -906448.250000 Penalty: 4562.441406
	Iteration 46Q: 3 clusters Score -906448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -906447.687500 Penalty: 4562.441406
	Iteration 47Q: 3 clusters Score -906447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -906448.000000 Penalty: 4562.441406
	Iteration 48Q: 3 clusters Score -906448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -906450.437500 Penalty: 4562.441406
	Iteration 49Q: 3 clusters Score -906450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -906450.875000 Penalty: 4562.441406
	Iteration 50Q: 3 clusters Score -906450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -906451.000000 Penalty: 4562.441406
	Iteration 51Q: 3 clusters Score -906451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -906450.187500 Penalty: 4562.441406
	Iteration 52Q: 3 clusters Score -906450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -906452.000000 Penalty: 4562.441406
	Iteration 53Q: 3 clusters Score -906452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -906454.437500 Penalty: 4562.441406
	Iteration 54Q: 3 clusters Score -906454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -906457.187500 Penalty: 4562.441406
	Iteration 55Q: 3 clusters Score -906457.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -906455.687500 Penalty: 4562.441406
	Iteration 56Q: 3 clusters Score -906455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -906455.562500 Penalty: 4562.441406
	Iteration 57Q: 3 clusters Score -906455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -906456.937500 Penalty: 4562.441406
	Iteration 58Q: 3 clusters Score -906456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -906458.125000 Penalty: 4562.441406
	Iteration 59Q: 3 clusters Score -906458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -906458.250000 Penalty: 4562.441406
	Iteration 60F: 3 clusters Score -906458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -906459.125000 Penalty: 4562.441406
	Iteration 61Q: 3 clusters Score -906459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -906458.437500 Penalty: 4562.441406
	Iteration 62Q: 3 clusters Score -906458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -906460.250000 Penalty: 4562.441406
	Iteration 63Q: 3 clusters Score -906460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -906462.000000 Penalty: 4562.441406
	Iteration 64Q: 3 clusters Score -906462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -906461.375000 Penalty: 4562.441406
	Iteration 65Q: 3 clusters Score -906461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -906463.000000 Penalty: 4562.441406
	Iteration 66Q: 3 clusters Score -906463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -906463.562500 Penalty: 4562.441406
	Iteration 67Q: 3 clusters Score -906463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -906462.625000 Penalty: 4562.441406
	Iteration 68Q: 3 clusters Score -906462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -906462.625000 Penalty: 4562.441406
	Iteration 69F: 3 clusters Score -906462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -164398.250000 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -164398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161922.500000 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -161922.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -162655.593750 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -162655.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -163019.125000 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -163019.1 nChanged 129
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: -163269.953125 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -163270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -163482.156250 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -163482.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163632.484375 Penalty: 3743.299316
	Iteration 5Q: 3 clusters Score -163632.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -163696.640625 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -163696.6 nChanged 43
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: -163746.140625 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -163746.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163780.234375 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -163780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163804.000000 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -163804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163822.562500 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -163822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -163825.453125 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -163825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163827.250000 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -163827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163827.250000 Penalty: 3743.299316
	Iteration 13F: 3 clusters Score -163827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Entering Unmasked Estep 
Score: -372912.281250 Penalty: 2069.790771
	Iteration 0F: 2 clusters Score -372912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -368922.687500 Penalty: 4139.581543
	Iteration 0F: 3 clusters Score -368922.7 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -370014.343750 Penalty: 4139.581543
	Iteration 1F: 3 clusters Score -370014.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -370390.531250 Penalty: 4139.581543
	Iteration 2F: 3 clusters Score -370390.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370729.843750 Penalty: 4139.581543
	Iteration 3F: 3 clusters Score -370729.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -371027.312500 Penalty: 4139.581543
	Iteration 4F: 3 clusters Score -371027.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -371336.812500 Penalty: 4139.581543
	Iteration 5F: 3 clusters Score -371336.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -371708.250000 Penalty: 4139.581543
	Iteration 6F: 3 clusters Score -371708.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -372080.562500 Penalty: 4139.581543
	Iteration 7F: 3 clusters Score -372080.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -372437.281250 Penalty: 4139.581543
	Iteration 8Q: 3 clusters Score -372437.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -372659.281250 Penalty: 4139.581543
	Iteration 9Q: 3 clusters Score -372659.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -372751.906250 Penalty: 4139.581543
	Iteration 10Q: 3 clusters Score -372751.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -372801.031250 Penalty: 4139.581543
	Iteration 11Q: 3 clusters Score -372801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -372828.312500 Penalty: 4139.581543
	Iteration 12Q: 3 clusters Score -372828.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -372841.687500 Penalty: 4139.581543
	Iteration 13Q: 3 clusters Score -372841.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -372856.312500 Penalty: 4139.581543
	Iteration 14Q: 3 clusters Score -372856.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -372865.312500 Penalty: 4139.581543
	Iteration 15Q: 3 clusters Score -372865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -372868.281250 Penalty: 4139.581543
	Iteration 16Q: 3 clusters Score -372868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -372871.281250 Penalty: 4139.581543
	Iteration 17Q: 3 clusters Score -372871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -372873.562500 Penalty: 4139.581543
	Iteration 18Q: 3 clusters Score -372873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -372875.093750 Penalty: 4139.581543
	Iteration 19Q: 3 clusters Score -372875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -372876.000000 Penalty: 4139.581543
	Iteration 20F: 3 clusters Score -372876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -372876.156250 Penalty: 4139.581543
	Iteration 21Q: 3 clusters Score -372876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -372876.625000 Penalty: 4139.581543
	Iteration 22Q: 3 clusters Score -372876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -372877.656250 Penalty: 4139.581543
	Iteration 23Q: 3 clusters Score -372877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -372878.187500 Penalty: 4139.581543
	Iteration 24Q: 3 clusters Score -372878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -372878.281250 Penalty: 4139.581543
	Iteration 25Q: 3 clusters Score -372878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -372879.156250 Penalty: 4139.581543
	Iteration 26Q: 3 clusters Score -372879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -372880.312500 Penalty: 4139.581543
	Iteration 27Q: 3 clusters Score -372880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -372880.312500 Penalty: 4139.581543
	Iteration 28F: 3 clusters Score -372880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Entering Unmasked Estep 
Score: -2429462.750000 Penalty: 2511.483887
	Iteration 0F: 2 clusters Score -2429463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2412387.750000 Penalty: 5022.967773
	Iteration 0F: 3 clusters Score -2412388 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2418225.000000 Penalty: 5022.967773
	Iteration 1F: 3 clusters Score -2418225 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2418663.750000 Penalty: 5022.967773
	Iteration 2Q: 3 clusters Score -2418664 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2419127.000000 Penalty: 5022.967773
	Iteration 3Q: 3 clusters Score -2419127 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2419559.250000 Penalty: 5022.967773
	Iteration 4Q: 3 clusters Score -2419559 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2420007.500000 Penalty: 5022.967773
	Iteration 5Q: 3 clusters Score -2420008 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2420557.750000 Penalty: 5022.967773
	Iteration 6Q: 3 clusters Score -2420558 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2421236.250000 Penalty: 5022.967773
	Iteration 7F: 3 clusters Score -2421236 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2422069.750000 Penalty: 5022.967773
	Iteration 8F: 3 clusters Score -2422070 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2422903.250000 Penalty: 5022.967773
	Iteration 9F: 3 clusters Score -2422903 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2423654.500000 Penalty: 5022.967773
	Iteration 10F: 3 clusters Score -2423654 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2424259.750000 Penalty: 5022.967773
	Iteration 11Q: 3 clusters Score -2424260 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2424701.250000 Penalty: 5022.967773
	Iteration 12Q: 3 clusters Score -2424701 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2425085.750000 Penalty: 5022.967773
	Iteration 13Q: 3 clusters Score -2425086 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2425405.750000 Penalty: 5022.967773
	Iteration 14Q: 3 clusters Score -2425406 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2425690.500000 Penalty: 5022.967773
	Iteration 15Q: 3 clusters Score -2425690 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2425951.500000 Penalty: 5022.967773
	Iteration 16Q: 3 clusters Score -2425952 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2426177.000000 Penalty: 5022.967773
	Iteration 17Q: 3 clusters Score -2426177 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2426343.500000 Penalty: 5022.967773
	Iteration 18Q: 3 clusters Score -2426344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2426477.000000 Penalty: 5022.967773
	Iteration 19Q: 3 clusters Score -2426477 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2426596.000000 Penalty: 5022.967773
	Iteration 20F: 3 clusters Score -2426596 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2426700.000000 Penalty: 5022.967773
	Iteration 21Q: 3 clusters Score -2426700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2426771.750000 Penalty: 5022.967773
	Iteration 22Q: 3 clusters Score -2426772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2426840.750000 Penalty: 5022.967773
	Iteration 23Q: 3 clusters Score -2426841 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2426898.500000 Penalty: 5022.967773
	Iteration 24Q: 3 clusters Score -2426898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2426952.500000 Penalty: 5022.967773
	Iteration 25Q: 3 clusters Score -2426952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2426993.000000 Penalty: 5022.967773
	Iteration 26Q: 3 clusters Score -2426993 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2427017.000000 Penalty: 5022.967773
	Iteration 27Q: 3 clusters Score -2427017 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2427049.750000 Penalty: 5022.967773
	Iteration 28Q: 3 clusters Score -2427050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2427075.750000 Penalty: 5022.967773
	Iteration 29Q: 3 clusters Score -2427076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2427110.500000 Penalty: 5022.967773
	Iteration 30Q: 3 clusters Score -2427110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2427137.750000 Penalty: 5022.967773
	Iteration 31Q: 3 clusters Score -2427138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2427149.750000 Penalty: 5022.967773
	Iteration 32Q: 3 clusters Score -2427150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2427172.500000 Penalty: 5022.967773
	Iteration 33Q: 3 clusters Score -2427172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2427203.500000 Penalty: 5022.967773
	Iteration 34Q: 3 clusters Score -2427204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2427248.000000 Penalty: 5022.967773
	Iteration 35Q: 3 clusters Score -2427248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2427282.000000 Penalty: 5022.967773
	Iteration 36Q: 3 clusters Score -2427282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2427326.500000 Penalty: 5022.967773
	Iteration 37Q: 3 clusters Score -2427326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2427378.250000 Penalty: 5022.967773
	Iteration 38Q: 3 clusters Score -2427378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2427407.250000 Penalty: 5022.967773
	Iteration 39Q: 3 clusters Score -2427407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2427432.750000 Penalty: 5022.967773
	Iteration 40F: 3 clusters Score -2427433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2427456.250000 Penalty: 5022.967773
	Iteration 41Q: 3 clusters Score -2427456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2427478.750000 Penalty: 5022.967773
	Iteration 42Q: 3 clusters Score -2427479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2427494.000000 Penalty: 5022.967773
	Iteration 43Q: 3 clusters Score -2427494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2427517.250000 Penalty: 5022.967773
	Iteration 44Q: 3 clusters Score -2427517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2427514.750000 Penalty: 5022.967773
	Iteration 45Q: 3 clusters Score -2427515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2427521.500000 Penalty: 5022.967773
	Iteration 46Q: 3 clusters Score -2427522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2427522.250000 Penalty: 5022.967773
	Iteration 47Q: 3 clusters Score -2427522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2427520.750000 Penalty: 5022.967773
	Iteration 48Q: 3 clusters Score -2427521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2427521.250000 Penalty: 5022.967773
	Iteration 49Q: 3 clusters Score -2427521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2427523.500000 Penalty: 5022.967773
	Iteration 50Q: 3 clusters Score -2427524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2427525.000000 Penalty: 5022.967773
	Iteration 51Q: 3 clusters Score -2427525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2427528.250000 Penalty: 5022.967773
	Iteration 52Q: 3 clusters Score -2427528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2427529.500000 Penalty: 5022.967773
	Iteration 53Q: 3 clusters Score -2427530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2427527.750000 Penalty: 5022.967773
	Iteration 54Q: 3 clusters Score -2427528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2427526.500000 Penalty: 5022.967773
	Iteration 55Q: 3 clusters Score -2427526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2427526.500000 Penalty: 5022.967773
	Iteration 56F: 3 clusters Score -2427526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -156823.328125 Penalty: 1850.629272
	Iteration 0F: 2 clusters Score -156823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -154389.250000 Penalty: 3701.258545
	Iteration 0F: 3 clusters Score -154389.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -154799.937500 Penalty: 3701.258545
	Iteration 1F: 3 clusters Score -154799.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -154919.562500 Penalty: 3701.258545
	Iteration 2F: 3 clusters Score -154919.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -154985.515625 Penalty: 3701.258545
	Iteration 3Q: 3 clusters Score -154985.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -155031.125000 Penalty: 3701.258545
	Iteration 4Q: 3 clusters Score -155031.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155055.921875 Penalty: 3701.258545
	Iteration 5Q: 3 clusters Score -155055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155079.546875 Penalty: 3701.258545
	Iteration 6Q: 3 clusters Score -155079.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -155104.625000 Penalty: 3701.258545
	Iteration 7Q: 3 clusters Score -155104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -155128.656250 Penalty: 3701.258545
	Iteration 8Q: 3 clusters Score -155128.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155145.578125 Penalty: 3701.258545
	Iteration 9Q: 3 clusters Score -155145.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155157.187500 Penalty: 3701.258545
	Iteration 10Q: 3 clusters Score -155157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155166.781250 Penalty: 3701.258545
	Iteration 11Q: 3 clusters Score -155166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155174.281250 Penalty: 3701.258545
	Iteration 12Q: 3 clusters Score -155174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155177.671875 Penalty: 3701.258545
	Iteration 13Q: 3 clusters Score -155177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -155178.546875 Penalty: 3701.258545
	Iteration 14Q: 3 clusters Score -155178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155178.953125 Penalty: 3701.258545
	Iteration 15Q: 3 clusters Score -155179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155180.671875 Penalty: 3701.258545
	Iteration 16Q: 3 clusters Score -155180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155183.953125 Penalty: 3701.258545
	Iteration 17Q: 3 clusters Score -155184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155186.515625 Penalty: 3701.258545
	Iteration 18Q: 3 clusters Score -155186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -155188.265625 Penalty: 3701.258545
	Iteration 19Q: 3 clusters Score -155188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155190.468750 Penalty: 3701.258545
	Iteration 20F: 3 clusters Score -155190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155192.968750 Penalty: 3701.258545
	Iteration 21Q: 3 clusters Score -155193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155194.062500 Penalty: 3701.258545
	Iteration 22Q: 3 clusters Score -155194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155194.906250 Penalty: 3701.258545
	Iteration 23Q: 3 clusters Score -155194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155195.656250 Penalty: 3701.258545
	Iteration 24Q: 3 clusters Score -155195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155196.796875 Penalty: 3701.258545
	Iteration 25Q: 3 clusters Score -155196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155199.250000 Penalty: 3701.258545
	Iteration 26Q: 3 clusters Score -155199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -155201.515625 Penalty: 3701.258545
	Iteration 27Q: 3 clusters Score -155201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -155204.734375 Penalty: 3701.258545
	Iteration 28Q: 3 clusters Score -155204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155206.703125 Penalty: 3701.258545
	Iteration 29Q: 3 clusters Score -155206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155208.468750 Penalty: 3701.258545
	Iteration 30Q: 3 clusters Score -155208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155209.312500 Penalty: 3701.258545
	Iteration 31Q: 3 clusters Score -155209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155211.484375 Penalty: 3701.258545
	Iteration 32Q: 3 clusters Score -155211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155213.109375 Penalty: 3701.258545
	Iteration 33Q: 3 clusters Score -155213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155215.328125 Penalty: 3701.258545
	Iteration 34Q: 3 clusters Score -155215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155216.171875 Penalty: 3701.258545
	Iteration 35Q: 3 clusters Score -155216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155218.187500 Penalty: 3701.258545
	Iteration 36Q: 3 clusters Score -155218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155219.812500 Penalty: 3701.258545
	Iteration 37Q: 3 clusters Score -155219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155222.531250 Penalty: 3701.258545
	Iteration 38Q: 3 clusters Score -155222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155226.296875 Penalty: 3701.258545
	Iteration 39Q: 3 clusters Score -155226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -155227.796875 Penalty: 3701.258545
	Iteration 40F: 3 clusters Score -155227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155228.671875 Penalty: 3701.258545
	Iteration 41Q: 3 clusters Score -155228.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155228.671875 Penalty: 3701.258545
	Iteration 42F: 3 clusters Score -155228.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -889461.062500 Penalty: 2252.405518
	Iteration 0F: 2 clusters Score -889461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -882565.187500 Penalty: 4504.811035
	Iteration 0F: 3 clusters Score -882565.2 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -884483.937500 Penalty: 4504.811035
	Iteration 1F: 3 clusters Score -884483.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -884736.937500 Penalty: 4504.811035
	Iteration 2F: 3 clusters Score -884736.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -884890.937500 Penalty: 4504.811035
	Iteration 3Q: 3 clusters Score -884890.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -885001.375000 Penalty: 4504.811035
	Iteration 4Q: 3 clusters Score -885001.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -885091.125000 Penalty: 4504.811035
	Iteration 5Q: 3 clusters Score -885091.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -885171.562500 Penalty: 4504.811035
	Iteration 6Q: 3 clusters Score -885171.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -885243.375000 Penalty: 4504.811035
	Iteration 7Q: 3 clusters Score -885243.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -885302.937500 Penalty: 4504.811035
	Iteration 8Q: 3 clusters Score -885302.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -885354.125000 Penalty: 4504.811035
	Iteration 9Q: 3 clusters Score -885354.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -885407.187500 Penalty: 4504.811035
	Iteration 10Q: 3 clusters Score -885407.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -885464.562500 Penalty: 4504.811035
	Iteration 11Q: 3 clusters Score -885464.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -885536.750000 Penalty: 4504.811035
	Iteration 12Q: 3 clusters Score -885536.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -885617.125000 Penalty: 4504.811035
	Iteration 13Q: 3 clusters Score -885617.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -885717.937500 Penalty: 4504.811035
	Iteration 14Q: 3 clusters Score -885717.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -885832.687500 Penalty: 4504.811035
	Iteration 15Q: 3 clusters Score -885832.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -885961.562500 Penalty: 4504.811035
	Iteration 16Q: 3 clusters Score -885961.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -886115.875000 Penalty: 4504.811035
	Iteration 17Q: 3 clusters Score -886115.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -886290.375000 Penalty: 4504.811035
	Iteration 18Q: 3 clusters Score -886290.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -886507.812500 Penalty: 4504.811035
	Iteration 19Q: 3 clusters Score -886507.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -886705.437500 Penalty: 4504.811035
	Iteration 20F: 3 clusters Score -886705.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -886861.500000 Penalty: 4504.811035
	Iteration 21Q: 3 clusters Score -886861.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -887006.875000 Penalty: 4504.811035
	Iteration 22Q: 3 clusters Score -887006.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -887146.500000 Penalty: 4504.811035
	Iteration 23Q: 3 clusters Score -887146.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -887259.687500 Penalty: 4504.811035
	Iteration 24Q: 3 clusters Score -887259.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -887341.187500 Penalty: 4504.811035
	Iteration 25Q: 3 clusters Score -887341.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -887388.062500 Penalty: 4504.811035
	Iteration 26Q: 3 clusters Score -887388.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -887418.875000 Penalty: 4504.811035
	Iteration 27Q: 3 clusters Score -887418.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -887442.875000 Penalty: 4504.811035
	Iteration 28Q: 3 clusters Score -887442.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -887464.375000 Penalty: 4504.811035
	Iteration 29Q: 3 clusters Score -887464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -887475.687500 Penalty: 4504.811035
	Iteration 30Q: 3 clusters Score -887475.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -887480.250000 Penalty: 4504.811035
	Iteration 31Q: 3 clusters Score -887480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -887482.812500 Penalty: 4504.811035
	Iteration 32Q: 3 clusters Score -887482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -887484.250000 Penalty: 4504.811035
	Iteration 33Q: 3 clusters Score -887484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -887484.250000 Penalty: 4504.811035
	Iteration 34F: 3 clusters Score -887484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Entering Unmasked Estep 
Score: -3517148.500000 Penalty: 2596.459961
	Iteration 0F: 2 clusters Score -3517148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3493094.250000 Penalty: 5192.919922
	Iteration 0F: 3 clusters Score -3493094 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3502203.000000 Penalty: 5192.919922
	Iteration 1F: 3 clusters Score -3502203 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3502816.250000 Penalty: 5192.919922
	Iteration 2Q: 3 clusters Score -3502816 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3503440.750000 Penalty: 5192.919922
	Iteration 3Q: 3 clusters Score -3503441 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3504083.500000 Penalty: 5192.919922
	Iteration 4Q: 3 clusters Score -3504084 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3504839.250000 Penalty: 5192.919922
	Iteration 5Q: 3 clusters Score -3504839 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3505831.000000 Penalty: 5192.919922
	Iteration 6F: 3 clusters Score -3505831 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3507232.500000 Penalty: 5192.919922
	Iteration 7F: 3 clusters Score -3507232 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3508833.250000 Penalty: 5192.919922
	Iteration 8F: 3 clusters Score -3508833 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3510270.750000 Penalty: 5192.919922
	Iteration 9F: 3 clusters Score -3510271 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3511501.500000 Penalty: 5192.919922
	Iteration 10Q: 3 clusters Score -3511502 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3512408.000000 Penalty: 5192.919922
	Iteration 11Q: 3 clusters Score -3512408 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3513072.000000 Penalty: 5192.919922
	Iteration 12Q: 3 clusters Score -3513072 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -3513589.250000 Penalty: 5192.919922
	Iteration 13Q: 3 clusters Score -3513589 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3513925.250000 Penalty: 5192.919922
	Iteration 14Q: 3 clusters Score -3513925 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -3514156.500000 Penalty: 5192.919922
	Iteration 15Q: 3 clusters Score -3514156 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3514340.250000 Penalty: 5192.919922
	Iteration 16Q: 3 clusters Score -3514340 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3514458.500000 Penalty: 5192.919922
	Iteration 17Q: 3 clusters Score -3514458 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3514550.250000 Penalty: 5192.919922
	Iteration 18Q: 3 clusters Score -3514550 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -3514618.500000 Penalty: 5192.919922
	Iteration 19Q: 3 clusters Score -3514618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -3514669.250000 Penalty: 5192.919922
	Iteration 20F: 3 clusters Score -3514669 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -3514734.500000 Penalty: 5192.919922
	Iteration 21Q: 3 clusters Score -3514734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3514811.250000 Penalty: 5192.919922
	Iteration 22Q: 3 clusters Score -3514811 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -3514842.500000 Penalty: 5192.919922
	Iteration 23Q: 3 clusters Score -3514842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3514874.500000 Penalty: 5192.919922
	Iteration 24Q: 3 clusters Score -3514874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3514895.250000 Penalty: 5192.919922
	Iteration 25Q: 3 clusters Score -3514895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3514915.250000 Penalty: 5192.919922
	Iteration 26Q: 3 clusters Score -3514915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3514924.500000 Penalty: 5192.919922
	Iteration 27Q: 3 clusters Score -3514924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -3514930.500000 Penalty: 5192.919922
	Iteration 28Q: 3 clusters Score -3514930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -3514942.000000 Penalty: 5192.919922
	Iteration 29Q: 3 clusters Score -3514942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3514954.750000 Penalty: 5192.919922
	Iteration 30Q: 3 clusters Score -3514955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3514965.750000 Penalty: 5192.919922
	Iteration 31Q: 3 clusters Score -3514966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3514977.500000 Penalty: 5192.919922
	Iteration 32Q: 3 clusters Score -3514978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3514986.750000 Penalty: 5192.919922
	Iteration 33Q: 3 clusters Score -3514987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3514996.750000 Penalty: 5192.919922
	Iteration 34Q: 3 clusters Score -3514997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -3515001.250000 Penalty: 5192.919922
	Iteration 35Q: 3 clusters Score -3515001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -3515003.750000 Penalty: 5192.919922
	Iteration 36Q: 3 clusters Score -3515004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -3515008.750000 Penalty: 5192.919922
	Iteration 37Q: 3 clusters Score -3515009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -3515015.750000 Penalty: 5192.919922
	Iteration 38Q: 3 clusters Score -3515016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -3515013.250000 Penalty: 5192.919922
	Iteration 39Q: 3 clusters Score -3515013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3515014.250000 Penalty: 5192.919922
	Iteration 40F: 3 clusters Score -3515014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3515011.000000 Penalty: 5192.919922
	Iteration 41Q: 3 clusters Score -3515011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -3515011.250000 Penalty: 5192.919922
	Iteration 42Q: 3 clusters Score -3515011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -3515015.750000 Penalty: 5192.919922
	Iteration 43Q: 3 clusters Score -3515016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3515015.250000 Penalty: 5192.919922
	Iteration 44Q: 3 clusters Score -3515015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3515018.750000 Penalty: 5192.919922
	Iteration 45Q: 3 clusters Score -3515019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3515015.500000 Penalty: 5192.919922
	Iteration 46Q: 3 clusters Score -3515016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3515023.250000 Penalty: 5192.919922
	Iteration 47Q: 3 clusters Score -3515023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3515027.500000 Penalty: 5192.919922
	Iteration 48Q: 3 clusters Score -3515028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3515032.750000 Penalty: 5192.919922
	Iteration 49Q: 3 clusters Score -3515033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3515031.750000 Penalty: 5192.919922
	Iteration 50Q: 3 clusters Score -3515032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3515038.250000 Penalty: 5192.919922
	Iteration 51Q: 3 clusters Score -3515038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3515040.000000 Penalty: 5192.919922
	Iteration 52Q: 3 clusters Score -3515040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -3515044.000000 Penalty: 5192.919922
	Iteration 53Q: 3 clusters Score -3515044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -3515046.500000 Penalty: 5192.919922
	Iteration 54Q: 3 clusters Score -3515046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -3515050.000000 Penalty: 5192.919922
	Iteration 55Q: 3 clusters Score -3515050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3515054.750000 Penalty: 5192.919922
	Iteration 56Q: 3 clusters Score -3515055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3515057.250000 Penalty: 5192.919922
	Iteration 57Q: 3 clusters Score -3515057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -3515061.250000 Penalty: 5192.919922
	Iteration 58Q: 3 clusters Score -3515061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -3515060.500000 Penalty: 5192.919922
	Iteration 59Q: 3 clusters Score -3515060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -3515058.500000 Penalty: 5192.919922
	Iteration 60F: 3 clusters Score -3515058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -3515057.000000 Penalty: 5192.919922
	Iteration 61Q: 3 clusters Score -3515057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -3515058.750000 Penalty: 5192.919922
	Iteration 62Q: 3 clusters Score -3515059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3515061.500000 Penalty: 5192.919922
	Iteration 63Q: 3 clusters Score -3515062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -3515059.500000 Penalty: 5192.919922
	Iteration 64Q: 3 clusters Score -3515060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -3515059.500000 Penalty: 5192.919922
	Iteration 65F: 3 clusters Score -3515060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -604375.375000 Penalty: 2165.211182
	Iteration 0F: 2 clusters Score -604375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -599128.750000 Penalty: 4330.422363
	Iteration 0F: 3 clusters Score -599128.8 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -600415.687500 Penalty: 4330.422363
	Iteration 1F: 3 clusters Score -600415.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -600690.937500 Penalty: 4330.422363
	Iteration 2F: 3 clusters Score -600690.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -600898.125000 Penalty: 4330.422363
	Iteration 3F: 3 clusters Score -600898.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -601076.000000 Penalty: 4330.422363
	Iteration 4Q: 3 clusters Score -601076 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -601222.500000 Penalty: 4330.422363
	Iteration 5Q: 3 clusters Score -601222.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -601337.312500 Penalty: 4330.422363
	Iteration 6Q: 3 clusters Score -601337.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -601439.937500 Penalty: 4330.422363
	Iteration 7Q: 3 clusters Score -601439.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -601532.625000 Penalty: 4330.422363
	Iteration 8Q: 3 clusters Score -601532.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -601637.312500 Penalty: 4330.422363
	Iteration 9Q: 3 clusters Score -601637.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -601726.312500 Penalty: 4330.422363
	Iteration 10Q: 3 clusters Score -601726.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -601831.187500 Penalty: 4330.422363
	Iteration 11Q: 3 clusters Score -601831.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -601919.812500 Penalty: 4330.422363
	Iteration 12Q: 3 clusters Score -601919.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -602006.687500 Penalty: 4330.422363
	Iteration 13Q: 3 clusters Score -602006.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -602073.812500 Penalty: 4330.422363
	Iteration 14Q: 3 clusters Score -602073.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -602135.250000 Penalty: 4330.422363
	Iteration 15Q: 3 clusters Score -602135.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -602191.250000 Penalty: 4330.422363
	Iteration 16Q: 3 clusters Score -602191.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -602254.062500 Penalty: 4330.422363
	Iteration 17Q: 3 clusters Score -602254.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -602313.375000 Penalty: 4330.422363
	Iteration 18Q: 3 clusters Score -602313.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -602399.562500 Penalty: 4330.422363
	Iteration 19Q: 3 clusters Score -602399.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -602458.875000 Penalty: 4330.422363
	Iteration 20F: 3 clusters Score -602458.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -602498.937500 Penalty: 4330.422363
	Iteration 21Q: 3 clusters Score -602498.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -602536.000000 Penalty: 4330.422363
	Iteration 22Q: 3 clusters Score -602536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -602568.062500 Penalty: 4330.422363
	Iteration 23Q: 3 clusters Score -602568.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -602596.937500 Penalty: 4330.422363
	Iteration 24Q: 3 clusters Score -602596.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -602615.250000 Penalty: 4330.422363
	Iteration 25Q: 3 clusters Score -602615.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -602628.812500 Penalty: 4330.422363
	Iteration 26Q: 3 clusters Score -602628.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -602640.875000 Penalty: 4330.422363
	Iteration 27Q: 3 clusters Score -602640.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -602649.750000 Penalty: 4330.422363
	Iteration 28Q: 3 clusters Score -602649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -602656.125000 Penalty: 4330.422363
	Iteration 29Q: 3 clusters Score -602656.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -602662.312500 Penalty: 4330.422363
	Iteration 30Q: 3 clusters Score -602662.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -602666.562500 Penalty: 4330.422363
	Iteration 31Q: 3 clusters Score -602666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -602666.937500 Penalty: 4330.422363
	Iteration 32Q: 3 clusters Score -602666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -602670.125000 Penalty: 4330.422363
	Iteration 33Q: 3 clusters Score -602670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -602672.312500 Penalty: 4330.422363
	Iteration 34Q: 3 clusters Score -602672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -602672.625000 Penalty: 4330.422363
	Iteration 35Q: 3 clusters Score -602672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -602672.375000 Penalty: 4330.422363
	Iteration 36Q: 3 clusters Score -602672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -602674.062500 Penalty: 4330.422363
	Iteration 37Q: 3 clusters Score -602674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -602677.750000 Penalty: 4330.422363
	Iteration 38Q: 3 clusters Score -602677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -602678.125000 Penalty: 4330.422363
	Iteration 39Q: 3 clusters Score -602678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -602681.062500 Penalty: 4330.422363
	Iteration 40F: 3 clusters Score -602681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -602684.375000 Penalty: 4330.422363
	Iteration 41Q: 3 clusters Score -602684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -602687.187500 Penalty: 4330.422363
	Iteration 42Q: 3 clusters Score -602687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -602689.812500 Penalty: 4330.422363
	Iteration 43Q: 3 clusters Score -602689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -602694.125000 Penalty: 4330.422363
	Iteration 44Q: 3 clusters Score -602694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -602694.625000 Penalty: 4330.422363
	Iteration 45Q: 3 clusters Score -602694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -602695.687500 Penalty: 4330.422363
	Iteration 46Q: 3 clusters Score -602695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -602697.562500 Penalty: 4330.422363
	Iteration 47Q: 3 clusters Score -602697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -602699.875000 Penalty: 4330.422363
	Iteration 48Q: 3 clusters Score -602699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -602702.125000 Penalty: 4330.422363
	Iteration 49Q: 3 clusters Score -602702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -602703.812500 Penalty: 4330.422363
	Iteration 50Q: 3 clusters Score -602703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -602707.812500 Penalty: 4330.422363
	Iteration 51Q: 3 clusters Score -602707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -602709.500000 Penalty: 4330.422363
	Iteration 52Q: 3 clusters Score -602709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -602710.687500 Penalty: 4330.422363
	Iteration 53Q: 3 clusters Score -602710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -602710.375000 Penalty: 4330.422363
	Iteration 54Q: 3 clusters Score -602710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -602709.687500 Penalty: 4330.422363
	Iteration 55Q: 3 clusters Score -602709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -602711.250000 Penalty: 4330.422363
	Iteration 56Q: 3 clusters Score -602711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -602711.000000 Penalty: 4330.422363
	Iteration 57Q: 3 clusters Score -602711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -602711.062500 Penalty: 4330.422363
	Iteration 58Q: 3 clusters Score -602711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -602711.062500 Penalty: 4330.422363
	Iteration 59F: 3 clusters Score -602711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1186766.375000 Penalty: 2341.342285
	Iteration 0F: 2 clusters Score -1186766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1177469.625000 Penalty: 4682.684570
	Iteration 0F: 3 clusters Score -1177470 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1180500.375000 Penalty: 4682.684570
	Iteration 1F: 3 clusters Score -1180500 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1180972.000000 Penalty: 4682.684570
	Iteration 2F: 3 clusters Score -1180972 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1181414.375000 Penalty: 4682.684570
	Iteration 3F: 3 clusters Score -1181414 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1181865.500000 Penalty: 4682.684570
	Iteration 4F: 3 clusters Score -1181866 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1182359.000000 Penalty: 4682.684570
	Iteration 5F: 3 clusters Score -1182359 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1182858.750000 Penalty: 4682.684570
	Iteration 6F: 3 clusters Score -1182859 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1183340.750000 Penalty: 4682.684570
	Iteration 7F: 3 clusters Score -1183341 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1183786.500000 Penalty: 4682.684570
	Iteration 8Q: 3 clusters Score -1183786 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1184152.250000 Penalty: 4682.684570
	Iteration 9Q: 3 clusters Score -1184152 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1184435.250000 Penalty: 4682.684570
	Iteration 10Q: 3 clusters Score -1184435 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1184691.500000 Penalty: 4682.684570
	Iteration 11Q: 3 clusters Score -1184692 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1184918.250000 Penalty: 4682.684570
	Iteration 12Q: 3 clusters Score -1184918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1185130.750000 Penalty: 4682.684570
	Iteration 13Q: 3 clusters Score -1185131 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1185307.750000 Penalty: 4682.684570
	Iteration 14Q: 3 clusters Score -1185308 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1185487.750000 Penalty: 4682.684570
	Iteration 15Q: 3 clusters Score -1185488 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1185686.250000 Penalty: 4682.684570
	Iteration 16Q: 3 clusters Score -1185686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1185863.375000 Penalty: 4682.684570
	Iteration 17Q: 3 clusters Score -1185863 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1185944.625000 Penalty: 4682.684570
	Iteration 18Q: 3 clusters Score -1185945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1185981.000000 Penalty: 4682.684570
	Iteration 19Q: 3 clusters Score -1185981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1186004.625000 Penalty: 4682.684570
	Iteration 20F: 3 clusters Score -1186005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1186014.625000 Penalty: 4682.684570
	Iteration 21Q: 3 clusters Score -1186015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1186018.375000 Penalty: 4682.684570
	Iteration 22Q: 3 clusters Score -1186018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1186021.875000 Penalty: 4682.684570
	Iteration 23Q: 3 clusters Score -1186022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1186024.625000 Penalty: 4682.684570
	Iteration 24Q: 3 clusters Score -1186025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1186027.375000 Penalty: 4682.684570
	Iteration 25Q: 3 clusters Score -1186027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1186026.750000 Penalty: 4682.684570
	Iteration 26Q: 3 clusters Score -1186027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1186026.875000 Penalty: 4682.684570
	Iteration 27Q: 3 clusters Score -1186027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1186027.875000 Penalty: 4682.684570
	Iteration 28Q: 3 clusters Score -1186028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1186027.875000 Penalty: 4682.684570
	Iteration 29F: 3 clusters Score -1186028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Entering Unmasked Estep 
Score: -1453380.750000 Penalty: 2406.046143
	Iteration 0F: 2 clusters Score -1453381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1441765.875000 Penalty: 4812.092285
	Iteration 0F: 3 clusters Score -1441766 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1445575.875000 Penalty: 4812.092285
	Iteration 1F: 3 clusters Score -1445576 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1446118.375000 Penalty: 4812.092285
	Iteration 2F: 3 clusters Score -1446118 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1446666.375000 Penalty: 4812.092285
	Iteration 3F: 3 clusters Score -1446666 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1447238.125000 Penalty: 4812.092285
	Iteration 4F: 3 clusters Score -1447238 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1447822.000000 Penalty: 4812.092285
	Iteration 5F: 3 clusters Score -1447822 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1448428.625000 Penalty: 4812.092285
	Iteration 6F: 3 clusters Score -1448429 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1449049.000000 Penalty: 4812.092285
	Iteration 7F: 3 clusters Score -1449049 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1449523.000000 Penalty: 4812.092285
	Iteration 8Q: 3 clusters Score -1449523 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1449906.875000 Penalty: 4812.092285
	Iteration 9Q: 3 clusters Score -1449907 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1450204.625000 Penalty: 4812.092285
	Iteration 10Q: 3 clusters Score -1450205 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1450417.750000 Penalty: 4812.092285
	Iteration 11Q: 3 clusters Score -1450418 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1450574.750000 Penalty: 4812.092285
	Iteration 12Q: 3 clusters Score -1450575 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1450698.000000 Penalty: 4812.092285
	Iteration 13Q: 3 clusters Score -1450698 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1450793.875000 Penalty: 4812.092285
	Iteration 14Q: 3 clusters Score -1450794 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1450875.000000 Penalty: 4812.092285
	Iteration 15Q: 3 clusters Score -1450875 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1450928.375000 Penalty: 4812.092285
	Iteration 16Q: 3 clusters Score -1450928 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1450981.875000 Penalty: 4812.092285
	Iteration 17Q: 3 clusters Score -1450982 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1451024.000000 Penalty: 4812.092285
	Iteration 18Q: 3 clusters Score -1451024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1451057.750000 Penalty: 4812.092285
	Iteration 19Q: 3 clusters Score -1451058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1451084.625000 Penalty: 4812.092285
	Iteration 20F: 3 clusters Score -1451085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1451109.625000 Penalty: 4812.092285
	Iteration 21Q: 3 clusters Score -1451110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1451133.625000 Penalty: 4812.092285
	Iteration 22Q: 3 clusters Score -1451134 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1451153.125000 Penalty: 4812.092285
	Iteration 23Q: 3 clusters Score -1451153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1451175.875000 Penalty: 4812.092285
	Iteration 24Q: 3 clusters Score -1451176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1451185.500000 Penalty: 4812.092285
	Iteration 25Q: 3 clusters Score -1451186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1451207.125000 Penalty: 4812.092285
	Iteration 26Q: 3 clusters Score -1451207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1451222.750000 Penalty: 4812.092285
	Iteration 27Q: 3 clusters Score -1451223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1451246.250000 Penalty: 4812.092285
	Iteration 28Q: 3 clusters Score -1451246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1451272.625000 Penalty: 4812.092285
	Iteration 29Q: 3 clusters Score -1451273 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1451285.875000 Penalty: 4812.092285
	Iteration 30Q: 3 clusters Score -1451286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1451303.125000 Penalty: 4812.092285
	Iteration 31Q: 3 clusters Score -1451303 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1451327.375000 Penalty: 4812.092285
	Iteration 32Q: 3 clusters Score -1451327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1451351.125000 Penalty: 4812.092285
	Iteration 33Q: 3 clusters Score -1451351 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1451368.750000 Penalty: 4812.092285
	Iteration 34Q: 3 clusters Score -1451369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1451384.375000 Penalty: 4812.092285
	Iteration 35Q: 3 clusters Score -1451384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1451407.125000 Penalty: 4812.092285
	Iteration 36Q: 3 clusters Score -1451407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1451431.750000 Penalty: 4812.092285
	Iteration 37Q: 3 clusters Score -1451432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1451453.000000 Penalty: 4812.092285
	Iteration 38Q: 3 clusters Score -1451453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1451471.875000 Penalty: 4812.092285
	Iteration 39Q: 3 clusters Score -1451472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1451491.750000 Penalty: 4812.092285
	Iteration 40F: 3 clusters Score -1451492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1451511.875000 Penalty: 4812.092285
	Iteration 41Q: 3 clusters Score -1451512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1451540.250000 Penalty: 4812.092285
	Iteration 42Q: 3 clusters Score -1451540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1451571.625000 Penalty: 4812.092285
	Iteration 43Q: 3 clusters Score -1451572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1451594.125000 Penalty: 4812.092285
	Iteration 44Q: 3 clusters Score -1451594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1451615.250000 Penalty: 4812.092285
	Iteration 45Q: 3 clusters Score -1451615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1451645.875000 Penalty: 4812.092285
	Iteration 46Q: 3 clusters Score -1451646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1451676.750000 Penalty: 4812.092285
	Iteration 47Q: 3 clusters Score -1451677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1451700.125000 Penalty: 4812.092285
	Iteration 48Q: 3 clusters Score -1451700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1451721.000000 Penalty: 4812.092285
	Iteration 49Q: 3 clusters Score -1451721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1451742.875000 Penalty: 4812.092285
	Iteration 50Q: 3 clusters Score -1451743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1451765.375000 Penalty: 4812.092285
	Iteration 51Q: 3 clusters Score -1451765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1451777.625000 Penalty: 4812.092285
	Iteration 52Q: 3 clusters Score -1451778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1451805.625000 Penalty: 4812.092285
	Iteration 53Q: 3 clusters Score -1451806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1451828.625000 Penalty: 4812.092285
	Iteration 54Q: 3 clusters Score -1451829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1451849.250000 Penalty: 4812.092285
	Iteration 55Q: 3 clusters Score -1451849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1451867.500000 Penalty: 4812.092285
	Iteration 56Q: 3 clusters Score -1451868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1451890.750000 Penalty: 4812.092285
	Iteration 57Q: 3 clusters Score -1451891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1451910.750000 Penalty: 4812.092285
	Iteration 58Q: 3 clusters Score -1451911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1451922.375000 Penalty: 4812.092285
	Iteration 59Q: 3 clusters Score -1451922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1451939.250000 Penalty: 4812.092285
	Iteration 60F: 3 clusters Score -1451939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1451949.875000 Penalty: 4812.092285
	Iteration 61Q: 3 clusters Score -1451950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1451964.375000 Penalty: 4812.092285
	Iteration 62Q: 3 clusters Score -1451964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1451972.875000 Penalty: 4812.092285
	Iteration 63Q: 3 clusters Score -1451973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1451986.625000 Penalty: 4812.092285
	Iteration 64Q: 3 clusters Score -1451987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1451998.375000 Penalty: 4812.092285
	Iteration 65Q: 3 clusters Score -1451998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1452010.875000 Penalty: 4812.092285
	Iteration 66Q: 3 clusters Score -1452011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1452032.375000 Penalty: 4812.092285
	Iteration 67Q: 3 clusters Score -1452032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1452049.750000 Penalty: 4812.092285
	Iteration 68Q: 3 clusters Score -1452050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1452066.250000 Penalty: 4812.092285
	Iteration 69Q: 3 clusters Score -1452066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1452085.250000 Penalty: 4812.092285
	Iteration 70Q: 3 clusters Score -1452085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1452099.375000 Penalty: 4812.092285
	Iteration 71Q: 3 clusters Score -1452099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1452118.625000 Penalty: 4812.092285
	Iteration 72Q: 3 clusters Score -1452119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1452141.750000 Penalty: 4812.092285
	Iteration 73Q: 3 clusters Score -1452142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1452161.500000 Penalty: 4812.092285
	Iteration 74Q: 3 clusters Score -1452162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1452175.875000 Penalty: 4812.092285
	Iteration 75Q: 3 clusters Score -1452176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1452191.000000 Penalty: 4812.092285
	Iteration 76Q: 3 clusters Score -1452191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1452201.750000 Penalty: 4812.092285
	Iteration 77Q: 3 clusters Score -1452202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1452215.750000 Penalty: 4812.092285
	Iteration 78Q: 3 clusters Score -1452216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1452235.875000 Penalty: 4812.092285
	Iteration 79Q: 3 clusters Score -1452236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1452252.000000 Penalty: 4812.092285
	Iteration 80F: 3 clusters Score -1452252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1452258.000000 Penalty: 4812.092285
	Iteration 81Q: 3 clusters Score -1452258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1452257.875000 Penalty: 4812.092285
	Iteration 82Q: 3 clusters Score -1452258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1452262.750000 Penalty: 4812.092285
	Iteration 83Q: 3 clusters Score -1452263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1452266.000000 Penalty: 4812.092285
	Iteration 84Q: 3 clusters Score -1452266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1452266.875000 Penalty: 4812.092285
	Iteration 85Q: 3 clusters Score -1452267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1452269.375000 Penalty: 4812.092285
	Iteration 86Q: 3 clusters Score -1452269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1452268.750000 Penalty: 4812.092285
	Iteration 87Q: 3 clusters Score -1452269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1452271.875000 Penalty: 4812.092285
	Iteration 88Q: 3 clusters Score -1452272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1452277.125000 Penalty: 4812.092285
	Iteration 89Q: 3 clusters Score -1452277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1452277.250000 Penalty: 4812.092285
	Iteration 90Q: 3 clusters Score -1452277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1452283.375000 Penalty: 4812.092285
	Iteration 91Q: 3 clusters Score -1452283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1452287.000000 Penalty: 4812.092285
	Iteration 92Q: 3 clusters Score -1452287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1452292.125000 Penalty: 4812.092285
	Iteration 93Q: 3 clusters Score -1452292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1452292.625000 Penalty: 4812.092285
	Iteration 94Q: 3 clusters Score -1452293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1452293.250000 Penalty: 4812.092285
	Iteration 95Q: 3 clusters Score -1452293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1452295.125000 Penalty: 4812.092285
	Iteration 96Q: 3 clusters Score -1452295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1452297.125000 Penalty: 4812.092285
	Iteration 97Q: 3 clusters Score -1452297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1452299.500000 Penalty: 4812.092285
	Iteration 98Q: 3 clusters Score -1452300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1452300.375000 Penalty: 4812.092285
	Iteration 99Q: 3 clusters Score -1452300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1452298.625000 Penalty: 4812.092285
	Iteration 100F: 3 clusters Score -1452299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1452301.000000 Penalty: 4812.092285
	Iteration 101Q: 3 clusters Score -1452301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1452301.500000 Penalty: 4812.092285
	Iteration 102Q: 3 clusters Score -1452302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1452304.250000 Penalty: 4812.092285
	Iteration 103Q: 3 clusters Score -1452304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1452303.250000 Penalty: 4812.092285
	Iteration 104Q: 3 clusters Score -1452303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1452300.375000 Penalty: 4812.092285
	Iteration 105Q: 3 clusters Score -1452300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1452302.625000 Penalty: 4812.092285
	Iteration 106Q: 3 clusters Score -1452303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1452302.375000 Penalty: 4812.092285
	Iteration 107Q: 3 clusters Score -1452302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1452302.375000 Penalty: 4812.092285
	Iteration 108F: 3 clusters Score -1452302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -398509.937500 Penalty: 2076.010742
	Iteration 0F: 2 clusters Score -398509.9 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 2155 members 
Entering Unmasked Estep 
Score: -394446.062500 Penalty: 4152.021484
	Iteration 0F: 3 clusters Score -394446.1 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -395381.812500 Penalty: 4152.021484
	Iteration 1F: 3 clusters Score -395381.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -395628.687500 Penalty: 4152.021484
	Iteration 2F: 3 clusters Score -395628.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -395804.156250 Penalty: 4152.021484
	Iteration 3F: 3 clusters Score -395804.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -395936.906250 Penalty: 4152.021484
	Iteration 4Q: 3 clusters Score -395936.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -396051.125000 Penalty: 4152.021484
	Iteration 5Q: 3 clusters Score -396051.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -396170.687500 Penalty: 4152.021484
	Iteration 6Q: 3 clusters Score -396170.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -396311.312500 Penalty: 4152.021484
	Iteration 7Q: 3 clusters Score -396311.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -396461.906250 Penalty: 4152.021484
	Iteration 8Q: 3 clusters Score -396461.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -396596.562500 Penalty: 4152.021484
	Iteration 9Q: 3 clusters Score -396596.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -396718.625000 Penalty: 4152.021484
	Iteration 10Q: 3 clusters Score -396718.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -396820.906250 Penalty: 4152.021484
	Iteration 11Q: 3 clusters Score -396820.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -396898.406250 Penalty: 4152.021484
	Iteration 12Q: 3 clusters Score -396898.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -396977.218750 Penalty: 4152.021484
	Iteration 13Q: 3 clusters Score -396977.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -397046.937500 Penalty: 4152.021484
	Iteration 14Q: 3 clusters Score -397046.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -397123.968750 Penalty: 4152.021484
	Iteration 15Q: 3 clusters Score -397124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -397185.812500 Penalty: 4152.021484
	Iteration 16Q: 3 clusters Score -397185.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -397236.250000 Penalty: 4152.021484
	Iteration 17Q: 3 clusters Score -397236.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -397266.968750 Penalty: 4152.021484
	Iteration 18Q: 3 clusters Score -397267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -397289.625000 Penalty: 4152.021484
	Iteration 19Q: 3 clusters Score -397289.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -397311.312500 Penalty: 4152.021484
	Iteration 20F: 3 clusters Score -397311.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -397326.437500 Penalty: 4152.021484
	Iteration 21Q: 3 clusters Score -397326.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -397344.843750 Penalty: 4152.021484
	Iteration 22Q: 3 clusters Score -397344.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -397362.281250 Penalty: 4152.021484
	Iteration 23Q: 3 clusters Score -397362.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -397377.906250 Penalty: 4152.021484
	Iteration 24Q: 3 clusters Score -397377.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -397388.812500 Penalty: 4152.021484
	Iteration 25Q: 3 clusters Score -397388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -397396.687500 Penalty: 4152.021484
	Iteration 26Q: 3 clusters Score -397396.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -397403.968750 Penalty: 4152.021484
	Iteration 27Q: 3 clusters Score -397404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -397411.968750 Penalty: 4152.021484
	Iteration 28Q: 3 clusters Score -397412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -397426.375000 Penalty: 4152.021484
	Iteration 29Q: 3 clusters Score -397426.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -397439.250000 Penalty: 4152.021484
	Iteration 30Q: 3 clusters Score -397439.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -397448.000000 Penalty: 4152.021484
	Iteration 31Q: 3 clusters Score -397448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -397452.531250 Penalty: 4152.021484
	Iteration 32Q: 3 clusters Score -397452.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -397457.437500 Penalty: 4152.021484
	Iteration 33Q: 3 clusters Score -397457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -397458.843750 Penalty: 4152.021484
	Iteration 34Q: 3 clusters Score -397458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -397462.750000 Penalty: 4152.021484
	Iteration 35Q: 3 clusters Score -397462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -397465.843750 Penalty: 4152.021484
	Iteration 36Q: 3 clusters Score -397465.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -397471.406250 Penalty: 4152.021484
	Iteration 37Q: 3 clusters Score -397471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -397472.812500 Penalty: 4152.021484
	Iteration 38Q: 3 clusters Score -397472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -397475.093750 Penalty: 4152.021484
	Iteration 39Q: 3 clusters Score -397475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -397477.093750 Penalty: 4152.021484
	Iteration 40F: 3 clusters Score -397477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -397476.781250 Penalty: 4152.021484
	Iteration 41Q: 3 clusters Score -397476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -397476.937500 Penalty: 4152.021484
	Iteration 42Q: 3 clusters Score -397476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -397478.125000 Penalty: 4152.021484
	Iteration 43Q: 3 clusters Score -397478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -397477.843750 Penalty: 4152.021484
	Iteration 44Q: 3 clusters Score -397477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -397479.500000 Penalty: 4152.021484
	Iteration 45Q: 3 clusters Score -397479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -397479.656250 Penalty: 4152.021484
	Iteration 46Q: 3 clusters Score -397479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -397479.656250 Penalty: 4152.021484
	Iteration 47F: 3 clusters Score -397479.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -915236.312500 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -915236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -907938.812500 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -907938.8 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -910204.000000 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -910204 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -910808.875000 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -910808.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -911420.187500 Penalty: 4537.480469
	Iteration 3F: 3 clusters Score -911420.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -911948.500000 Penalty: 4537.480469
	Iteration 4F: 3 clusters Score -911948.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -912411.750000 Penalty: 4537.480469
	Iteration 5F: 3 clusters Score -912411.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -912754.875000 Penalty: 4537.480469
	Iteration 6F: 3 clusters Score -912754.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -913023.125000 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -913023.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -913236.875000 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -913236.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -913434.500000 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -913434.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -913592.875000 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -913592.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -913726.187500 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -913726.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -913871.312500 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -913871.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -914076.812500 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -914076.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -914348.000000 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -914348 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -914602.625000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -914602.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -914748.625000 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -914748.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -914817.562500 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -914817.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -914859.000000 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -914859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -914881.187500 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -914881.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -914898.812500 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -914898.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -914906.000000 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -914906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -914913.687500 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -914913.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -914915.187500 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -914915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -914918.312500 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -914918.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -914920.875000 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -914920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -914925.687500 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -914925.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -914927.937500 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -914927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -914928.062500 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -914928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -914927.125000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -914927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -914928.875000 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -914928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -914928.875000 Penalty: 4537.480469
	Iteration 31F: 3 clusters Score -914928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Entering Unmasked Estep 
Score: -2990504.500000 Penalty: 2556.098877
	Iteration 0F: 2 clusters Score -2990504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2969969.250000 Penalty: 5112.197754
	Iteration 0F: 3 clusters Score -2969969 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2977394.250000 Penalty: 5112.197754
	Iteration 1F: 3 clusters Score -2977394 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2977981.500000 Penalty: 5112.197754
	Iteration 2F: 3 clusters Score -2977982 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2978628.250000 Penalty: 5112.197754
	Iteration 3F: 3 clusters Score -2978628 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2979430.250000 Penalty: 5112.197754
	Iteration 4F: 3 clusters Score -2979430 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2980483.250000 Penalty: 5112.197754
	Iteration 5F: 3 clusters Score -2980483 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2981795.250000 Penalty: 5112.197754
	Iteration 6F: 3 clusters Score -2981795 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2983236.750000 Penalty: 5112.197754
	Iteration 7F: 3 clusters Score -2983237 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2984509.500000 Penalty: 5112.197754
	Iteration 8F: 3 clusters Score -2984510 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2985465.250000 Penalty: 5112.197754
	Iteration 9F: 3 clusters Score -2985465 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2986057.000000 Penalty: 5112.197754
	Iteration 10Q: 3 clusters Score -2986057 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2986424.750000 Penalty: 5112.197754
	Iteration 11Q: 3 clusters Score -2986425 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2986644.750000 Penalty: 5112.197754
	Iteration 12Q: 3 clusters Score -2986645 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2986793.000000 Penalty: 5112.197754
	Iteration 13Q: 3 clusters Score -2986793 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2986886.250000 Penalty: 5112.197754
	Iteration 14Q: 3 clusters Score -2986886 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2986982.750000 Penalty: 5112.197754
	Iteration 15Q: 3 clusters Score -2986983 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2987072.250000 Penalty: 5112.197754
	Iteration 16Q: 3 clusters Score -2987072 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2987111.000000 Penalty: 5112.197754
	Iteration 17Q: 3 clusters Score -2987111 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2987167.750000 Penalty: 5112.197754
	Iteration 18Q: 3 clusters Score -2987168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2987215.750000 Penalty: 5112.197754
	Iteration 19Q: 3 clusters Score -2987216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2987256.000000 Penalty: 5112.197754
	Iteration 20F: 3 clusters Score -2987256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2987285.500000 Penalty: 5112.197754
	Iteration 21Q: 3 clusters Score -2987286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2987323.750000 Penalty: 5112.197754
	Iteration 22Q: 3 clusters Score -2987324 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2987352.500000 Penalty: 5112.197754
	Iteration 23Q: 3 clusters Score -2987352 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2987380.000000 Penalty: 5112.197754
	Iteration 24Q: 3 clusters Score -2987380 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2987390.250000 Penalty: 5112.197754
	Iteration 25Q: 3 clusters Score -2987390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2987421.250000 Penalty: 5112.197754
	Iteration 26Q: 3 clusters Score -2987421 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2987442.500000 Penalty: 5112.197754
	Iteration 27Q: 3 clusters Score -2987442 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2987471.500000 Penalty: 5112.197754
	Iteration 28Q: 3 clusters Score -2987472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2987479.250000 Penalty: 5112.197754
	Iteration 29Q: 3 clusters Score -2987479 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2987506.500000 Penalty: 5112.197754
	Iteration 30Q: 3 clusters Score -2987506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2987528.750000 Penalty: 5112.197754
	Iteration 31Q: 3 clusters Score -2987529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2987548.750000 Penalty: 5112.197754
	Iteration 32Q: 3 clusters Score -2987549 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2987552.750000 Penalty: 5112.197754
	Iteration 33Q: 3 clusters Score -2987553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2987588.750000 Penalty: 5112.197754
	Iteration 34Q: 3 clusters Score -2987589 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2987616.750000 Penalty: 5112.197754
	Iteration 35Q: 3 clusters Score -2987617 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2987633.750000 Penalty: 5112.197754
	Iteration 36Q: 3 clusters Score -2987634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2987655.000000 Penalty: 5112.197754
	Iteration 37Q: 3 clusters Score -2987655 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2987705.750000 Penalty: 5112.197754
	Iteration 38Q: 3 clusters Score -2987706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2987747.500000 Penalty: 5112.197754
	Iteration 39Q: 3 clusters Score -2987748 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2987775.000000 Penalty: 5112.197754
	Iteration 40F: 3 clusters Score -2987775 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2987821.500000 Penalty: 5112.197754
	Iteration 41Q: 3 clusters Score -2987822 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2987878.500000 Penalty: 5112.197754
	Iteration 42Q: 3 clusters Score -2987878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2987906.250000 Penalty: 5112.197754
	Iteration 43Q: 3 clusters Score -2987906 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2987959.500000 Penalty: 5112.197754
	Iteration 44Q: 3 clusters Score -2987960 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2988008.500000 Penalty: 5112.197754
	Iteration 45Q: 3 clusters Score -2988008 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2988050.250000 Penalty: 5112.197754
	Iteration 46Q: 3 clusters Score -2988050 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2988093.750000 Penalty: 5112.197754
	Iteration 47Q: 3 clusters Score -2988094 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2988127.500000 Penalty: 5112.197754
	Iteration 48Q: 3 clusters Score -2988128 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2988182.500000 Penalty: 5112.197754
	Iteration 49Q: 3 clusters Score -2988182 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2988230.250000 Penalty: 5112.197754
	Iteration 50Q: 3 clusters Score -2988230 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2988266.250000 Penalty: 5112.197754
	Iteration 51Q: 3 clusters Score -2988266 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2988310.750000 Penalty: 5112.197754
	Iteration 52Q: 3 clusters Score -2988311 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2988373.250000 Penalty: 5112.197754
	Iteration 53Q: 3 clusters Score -2988373 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2988427.500000 Penalty: 5112.197754
	Iteration 54Q: 3 clusters Score -2988428 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2988476.750000 Penalty: 5112.197754
	Iteration 55Q: 3 clusters Score -2988477 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2988536.250000 Penalty: 5112.197754
	Iteration 56Q: 3 clusters Score -2988536 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2988593.750000 Penalty: 5112.197754
	Iteration 57Q: 3 clusters Score -2988594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2988650.750000 Penalty: 5112.197754
	Iteration 58Q: 3 clusters Score -2988651 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2988695.500000 Penalty: 5112.197754
	Iteration 59Q: 3 clusters Score -2988696 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2988762.250000 Penalty: 5112.197754
	Iteration 60F: 3 clusters Score -2988762 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2988815.750000 Penalty: 5112.197754
	Iteration 61Q: 3 clusters Score -2988816 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2988873.250000 Penalty: 5112.197754
	Iteration 62Q: 3 clusters Score -2988873 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2988931.000000 Penalty: 5112.197754
	Iteration 63Q: 3 clusters Score -2988931 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2988992.750000 Penalty: 5112.197754
	Iteration 64Q: 3 clusters Score -2988993 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2989041.750000 Penalty: 5112.197754
	Iteration 65Q: 3 clusters Score -2989042 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2989077.000000 Penalty: 5112.197754
	Iteration 66Q: 3 clusters Score -2989077 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2989108.750000 Penalty: 5112.197754
	Iteration 67Q: 3 clusters Score -2989109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2989136.000000 Penalty: 5112.197754
	Iteration 68Q: 3 clusters Score -2989136 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2989166.750000 Penalty: 5112.197754
	Iteration 69Q: 3 clusters Score -2989167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2989181.750000 Penalty: 5112.197754
	Iteration 70Q: 3 clusters Score -2989182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2989197.750000 Penalty: 5112.197754
	Iteration 71Q: 3 clusters Score -2989198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2989203.750000 Penalty: 5112.197754
	Iteration 72Q: 3 clusters Score -2989204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2989233.750000 Penalty: 5112.197754
	Iteration 73Q: 3 clusters Score -2989234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2989236.250000 Penalty: 5112.197754
	Iteration 74Q: 3 clusters Score -2989236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2989252.250000 Penalty: 5112.197754
	Iteration 75Q: 3 clusters Score -2989252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2989261.750000 Penalty: 5112.197754
	Iteration 76Q: 3 clusters Score -2989262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2989277.000000 Penalty: 5112.197754
	Iteration 77Q: 3 clusters Score -2989277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2989283.250000 Penalty: 5112.197754
	Iteration 78Q: 3 clusters Score -2989283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2989291.500000 Penalty: 5112.197754
	Iteration 79Q: 3 clusters Score -2989292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2989292.250000 Penalty: 5112.197754
	Iteration 80F: 3 clusters Score -2989292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2989295.750000 Penalty: 5112.197754
	Iteration 81Q: 3 clusters Score -2989296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2989296.000000 Penalty: 5112.197754
	Iteration 82Q: 3 clusters Score -2989296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2989301.250000 Penalty: 5112.197754
	Iteration 83Q: 3 clusters Score -2989301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2989301.500000 Penalty: 5112.197754
	Iteration 84Q: 3 clusters Score -2989302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2989303.000000 Penalty: 5112.197754
	Iteration 85Q: 3 clusters Score -2989303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2989309.750000 Penalty: 5112.197754
	Iteration 86Q: 3 clusters Score -2989310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2989311.750000 Penalty: 5112.197754
	Iteration 87Q: 3 clusters Score -2989312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2989315.250000 Penalty: 5112.197754
	Iteration 88Q: 3 clusters Score -2989315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2989310.250000 Penalty: 5112.197754
	Iteration 89Q: 3 clusters Score -2989310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2989307.500000 Penalty: 5112.197754
	Iteration 90Q: 3 clusters Score -2989308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2989311.000000 Penalty: 5112.197754
	Iteration 91Q: 3 clusters Score -2989311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2989310.250000 Penalty: 5112.197754
	Iteration 92Q: 3 clusters Score -2989310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2989312.500000 Penalty: 5112.197754
	Iteration 93Q: 3 clusters Score -2989312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2989316.750000 Penalty: 5112.197754
	Iteration 94Q: 3 clusters Score -2989317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2989315.250000 Penalty: 5112.197754
	Iteration 95Q: 3 clusters Score -2989315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2989327.000000 Penalty: 5112.197754
	Iteration 96Q: 3 clusters Score -2989327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2989328.500000 Penalty: 5112.197754
	Iteration 97Q: 3 clusters Score -2989328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2989326.250000 Penalty: 5112.197754
	Iteration 98Q: 3 clusters Score -2989326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2989325.750000 Penalty: 5112.197754
	Iteration 99Q: 3 clusters Score -2989326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2989332.250000 Penalty: 5112.197754
	Iteration 100F: 3 clusters Score -2989332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2989323.750000 Penalty: 5112.197754
	Iteration 101Q: 3 clusters Score -2989324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2989325.750000 Penalty: 5112.197754
	Iteration 102Q: 3 clusters Score -2989326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2989326.500000 Penalty: 5112.197754
	Iteration 103Q: 3 clusters Score -2989326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2989327.250000 Penalty: 5112.197754
	Iteration 104Q: 3 clusters Score -2989327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2989327.250000 Penalty: 5112.197754
	Iteration 105F: 3 clusters Score -2989327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -100529.953125 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -100530 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 540 members 
Entering Unmasked Estep 
Score: -98538.828125 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -98538.83 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98799.031250 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -98799.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98866.093750 Penalty: 3460.731689
	Iteration 2Q: 3 clusters Score -98866.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98903.218750 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -98903.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98924.445312 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -98924.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98937.585938 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -98937.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98944.210938 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -98944.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98949.843750 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -98949.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98954.125000 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -98954.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98955.992188 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -98955.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98958.203125 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -98958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98958.882812 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -98958.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98958.882812 Penalty: 3460.731689
	Iteration 12F: 3 clusters Score -98958.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -209334.937500 Penalty: 1960.091919
	Iteration 0F: 2 clusters Score -209334.9 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 1328 members 
Entering Unmasked Estep 
Score: -206309.406250 Penalty: 3920.183838
	Iteration 0F: 3 clusters Score -206309.4 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -207010.000000 Penalty: 3920.183838
	Iteration 1F: 3 clusters Score -207010 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -207290.890625 Penalty: 3920.183838
	Iteration 2F: 3 clusters Score -207290.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -207476.031250 Penalty: 3920.183838
	Iteration 3F: 3 clusters Score -207476 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -207652.406250 Penalty: 3920.183838
	Iteration 4F: 3 clusters Score -207652.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -207812.343750 Penalty: 3920.183838
	Iteration 5F: 3 clusters Score -207812.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -207936.968750 Penalty: 3920.183838
	Iteration 6Q: 3 clusters Score -207937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -208030.578125 Penalty: 3920.183838
	Iteration 7Q: 3 clusters Score -208030.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208141.125000 Penalty: 3920.183838
	Iteration 8Q: 3 clusters Score -208141.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -208217.671875 Penalty: 3920.183838
	Iteration 9Q: 3 clusters Score -208217.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -208295.406250 Penalty: 3920.183838
	Iteration 10Q: 3 clusters Score -208295.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -208365.578125 Penalty: 3920.183838
	Iteration 11Q: 3 clusters Score -208365.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208436.093750 Penalty: 3920.183838
	Iteration 12Q: 3 clusters Score -208436.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -208494.375000 Penalty: 3920.183838
	Iteration 13Q: 3 clusters Score -208494.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -208539.343750 Penalty: 3920.183838
	Iteration 14Q: 3 clusters Score -208539.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -208581.718750 Penalty: 3920.183838
	Iteration 15Q: 3 clusters Score -208581.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -208611.046875 Penalty: 3920.183838
	Iteration 16Q: 3 clusters Score -208611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -208631.375000 Penalty: 3920.183838
	Iteration 17Q: 3 clusters Score -208631.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208639.484375 Penalty: 3920.183838
	Iteration 18Q: 3 clusters Score -208639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208647.421875 Penalty: 3920.183838
	Iteration 19Q: 3 clusters Score -208647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -208652.343750 Penalty: 3920.183838
	Iteration 20F: 3 clusters Score -208652.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -208659.484375 Penalty: 3920.183838
	Iteration 21Q: 3 clusters Score -208659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -208666.000000 Penalty: 3920.183838
	Iteration 22Q: 3 clusters Score -208666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -208670.421875 Penalty: 3920.183838
	Iteration 23Q: 3 clusters Score -208670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -208683.296875 Penalty: 3920.183838
	Iteration 24Q: 3 clusters Score -208683.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208689.203125 Penalty: 3920.183838
	Iteration 25Q: 3 clusters Score -208689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208692.265625 Penalty: 3920.183838
	Iteration 26Q: 3 clusters Score -208692.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208697.343750 Penalty: 3920.183838
	Iteration 27Q: 3 clusters Score -208697.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -208698.546875 Penalty: 3920.183838
	Iteration 28Q: 3 clusters Score -208698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208700.468750 Penalty: 3920.183838
	Iteration 29Q: 3 clusters Score -208700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -208700.468750 Penalty: 3920.183838
	Iteration 30F: 3 clusters Score -208700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -129492.554688 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -129492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127310.820312 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -127310.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127616.937500 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -127616.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127690.343750 Penalty: 3582.392822
	Iteration 2Q: 3 clusters Score -127690.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127740.789062 Penalty: 3582.392822
	Iteration 3Q: 3 clusters Score -127740.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127774.468750 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -127774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127791.429688 Penalty: 3582.392822
	Iteration 5Q: 3 clusters Score -127791.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127804.789062 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -127804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127816.656250 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -127816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127820.437500 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -127820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127822.843750 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -127822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127825.468750 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -127825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127826.929688 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -127826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127827.453125 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -127827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -127828.242188 Penalty: 3582.392822
	Iteration 13Q: 3 clusters Score -127828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127829.539062 Penalty: 3582.392822
	Iteration 14Q: 3 clusters Score -127829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127830.757812 Penalty: 3582.392822
	Iteration 15Q: 3 clusters Score -127830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127832.617188 Penalty: 3582.392822
	Iteration 16Q: 3 clusters Score -127832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -127834.578125 Penalty: 3582.392822
	Iteration 17Q: 3 clusters Score -127834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127838.234375 Penalty: 3582.392822
	Iteration 18Q: 3 clusters Score -127838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127845.101562 Penalty: 3582.392822
	Iteration 19Q: 3 clusters Score -127845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127848.625000 Penalty: 3582.392822
	Iteration 20F: 3 clusters Score -127848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127851.312500 Penalty: 3582.392822
	Iteration 21Q: 3 clusters Score -127851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127854.257812 Penalty: 3582.392822
	Iteration 22Q: 3 clusters Score -127854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127855.562500 Penalty: 3582.392822
	Iteration 23Q: 3 clusters Score -127855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127855.562500 Penalty: 3582.392822
	Iteration 24F: 3 clusters Score -127855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -289513.437500 Penalty: 1973.466797
	Iteration 0F: 2 clusters Score -289513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -286354.125000 Penalty: 3946.933594
	Iteration 0F: 3 clusters Score -286354.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286919.687500 Penalty: 3946.933594
	Iteration 1F: 3 clusters Score -286919.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287046.343750 Penalty: 3946.933594
	Iteration 2F: 3 clusters Score -287046.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -287121.718750 Penalty: 3946.933594
	Iteration 3Q: 3 clusters Score -287121.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287171.406250 Penalty: 3946.933594
	Iteration 4Q: 3 clusters Score -287171.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -287200.531250 Penalty: 3946.933594
	Iteration 5Q: 3 clusters Score -287200.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -287226.625000 Penalty: 3946.933594
	Iteration 6Q: 3 clusters Score -287226.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -287254.656250 Penalty: 3946.933594
	Iteration 7Q: 3 clusters Score -287254.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -287280.781250 Penalty: 3946.933594
	Iteration 8Q: 3 clusters Score -287280.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -287300.000000 Penalty: 3946.933594
	Iteration 9Q: 3 clusters Score -287300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -287319.843750 Penalty: 3946.933594
	Iteration 10Q: 3 clusters Score -287319.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -287334.906250 Penalty: 3946.933594
	Iteration 11Q: 3 clusters Score -287334.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -287349.375000 Penalty: 3946.933594
	Iteration 12Q: 3 clusters Score -287349.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -287359.968750 Penalty: 3946.933594
	Iteration 13Q: 3 clusters Score -287360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -287368.468750 Penalty: 3946.933594
	Iteration 14Q: 3 clusters Score -287368.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -287376.781250 Penalty: 3946.933594
	Iteration 15Q: 3 clusters Score -287376.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -287383.875000 Penalty: 3946.933594
	Iteration 16Q: 3 clusters Score -287383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -287389.250000 Penalty: 3946.933594
	Iteration 17Q: 3 clusters Score -287389.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -287397.312500 Penalty: 3946.933594
	Iteration 18Q: 3 clusters Score -287397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -287406.937500 Penalty: 3946.933594
	Iteration 19Q: 3 clusters Score -287406.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -287417.281250 Penalty: 3946.933594
	Iteration 20F: 3 clusters Score -287417.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -287430.812500 Penalty: 3946.933594
	Iteration 21Q: 3 clusters Score -287430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -287440.437500 Penalty: 3946.933594
	Iteration 22Q: 3 clusters Score -287440.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -287453.156250 Penalty: 3946.933594
	Iteration 23Q: 3 clusters Score -287453.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -287468.375000 Penalty: 3946.933594
	Iteration 24Q: 3 clusters Score -287468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -287481.031250 Penalty: 3946.933594
	Iteration 25Q: 3 clusters Score -287481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -287487.375000 Penalty: 3946.933594
	Iteration 26Q: 3 clusters Score -287487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -287492.781250 Penalty: 3946.933594
	Iteration 27Q: 3 clusters Score -287492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -287498.468750 Penalty: 3946.933594
	Iteration 28Q: 3 clusters Score -287498.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -287503.781250 Penalty: 3946.933594
	Iteration 29Q: 3 clusters Score -287503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -287509.031250 Penalty: 3946.933594
	Iteration 30Q: 3 clusters Score -287509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -287511.468750 Penalty: 3946.933594
	Iteration 31Q: 3 clusters Score -287511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -287514.031250 Penalty: 3946.933594
	Iteration 32Q: 3 clusters Score -287514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -287516.406250 Penalty: 3946.933594
	Iteration 33Q: 3 clusters Score -287516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -287521.437500 Penalty: 3946.933594
	Iteration 34Q: 3 clusters Score -287521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -287523.531250 Penalty: 3946.933594
	Iteration 35Q: 3 clusters Score -287523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -287524.406250 Penalty: 3946.933594
	Iteration 36Q: 3 clusters Score -287524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -287525.531250 Penalty: 3946.933594
	Iteration 37Q: 3 clusters Score -287525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -287525.906250 Penalty: 3946.933594
	Iteration 38Q: 3 clusters Score -287525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -287526.718750 Penalty: 3946.933594
	Iteration 39Q: 3 clusters Score -287526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -287527.218750 Penalty: 3946.933594
	Iteration 40F: 3 clusters Score -287527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Entering Unmasked Estep 
Score: -994312.187500 Penalty: 2278.368408
	Iteration 0F: 2 clusters Score -994312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -986773.000000 Penalty: 4556.736816
	Iteration 0F: 3 clusters Score -986773 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -988986.437500 Penalty: 4556.736816
	Iteration 1F: 3 clusters Score -988986.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -989351.687500 Penalty: 4556.736816
	Iteration 2F: 3 clusters Score -989351.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -989719.500000 Penalty: 4556.736816
	Iteration 3F: 3 clusters Score -989719.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -990134.687500 Penalty: 4556.736816
	Iteration 4F: 3 clusters Score -990134.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -990606.187500 Penalty: 4556.736816
	Iteration 5F: 3 clusters Score -990606.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -991084.437500 Penalty: 4556.736816
	Iteration 6F: 3 clusters Score -991084.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -991485.625000 Penalty: 4556.736816
	Iteration 7F: 3 clusters Score -991485.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -991800.812500 Penalty: 4556.736816
	Iteration 8Q: 3 clusters Score -991800.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -992004.750000 Penalty: 4556.736816
	Iteration 9Q: 3 clusters Score -992004.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -992121.562500 Penalty: 4556.736816
	Iteration 10Q: 3 clusters Score -992121.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -992190.062500 Penalty: 4556.736816
	Iteration 11Q: 3 clusters Score -992190.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -992240.687500 Penalty: 4556.736816
	Iteration 12Q: 3 clusters Score -992240.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -992275.687500 Penalty: 4556.736816
	Iteration 13Q: 3 clusters Score -992275.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -992305.750000 Penalty: 4556.736816
	Iteration 14Q: 3 clusters Score -992305.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -992328.312500 Penalty: 4556.736816
	Iteration 15Q: 3 clusters Score -992328.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -992346.312500 Penalty: 4556.736816
	Iteration 16Q: 3 clusters Score -992346.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -992356.937500 Penalty: 4556.736816
	Iteration 17Q: 3 clusters Score -992356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -992363.562500 Penalty: 4556.736816
	Iteration 18Q: 3 clusters Score -992363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -992363.562500 Penalty: 4556.736816
	Iteration 19Q: 3 clusters Score -992363.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -992365.625000 Penalty: 4556.736816
	Iteration 20F: 3 clusters Score -992365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -992371.187500 Penalty: 4556.736816
	Iteration 21Q: 3 clusters Score -992371.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -992379.500000 Penalty: 4556.736816
	Iteration 22Q: 3 clusters Score -992379.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -992381.250000 Penalty: 4556.736816
	Iteration 23Q: 3 clusters Score -992381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -992382.937500 Penalty: 4556.736816
	Iteration 24Q: 3 clusters Score -992382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -992384.812500 Penalty: 4556.736816
	Iteration 25Q: 3 clusters Score -992384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -992386.000000 Penalty: 4556.736816
	Iteration 26Q: 3 clusters Score -992386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -992388.312500 Penalty: 4556.736816
	Iteration 27Q: 3 clusters Score -992388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -992388.750000 Penalty: 4556.736816
	Iteration 28Q: 3 clusters Score -992388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -992390.437500 Penalty: 4556.736816
	Iteration 29Q: 3 clusters Score -992390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -992392.750000 Penalty: 4556.736816
	Iteration 30Q: 3 clusters Score -992392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -992392.437500 Penalty: 4556.736816
	Iteration 31Q: 3 clusters Score -992392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -992394.562500 Penalty: 4556.736816
	Iteration 32Q: 3 clusters Score -992394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -992394.062500 Penalty: 4556.736816
	Iteration 33Q: 3 clusters Score -992394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -992397.687500 Penalty: 4556.736816
	Iteration 34Q: 3 clusters Score -992397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -992397.562500 Penalty: 4556.736816
	Iteration 35Q: 3 clusters Score -992397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -992400.750000 Penalty: 4556.736816
	Iteration 36Q: 3 clusters Score -992400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -992402.812500 Penalty: 4556.736816
	Iteration 37Q: 3 clusters Score -992402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -992402.500000 Penalty: 4556.736816
	Iteration 38Q: 3 clusters Score -992402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -992402.437500 Penalty: 4556.736816
	Iteration 39Q: 3 clusters Score -992402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -992406.187500 Penalty: 4556.736816
	Iteration 40F: 3 clusters Score -992406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -992407.750000 Penalty: 4556.736816
	Iteration 41Q: 3 clusters Score -992407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -992408.375000 Penalty: 4556.736816
	Iteration 42Q: 3 clusters Score -992408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -992408.375000 Penalty: 4556.736816
	Iteration 43F: 3 clusters Score -992408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -229399.937500 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -229399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -226402.828125 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -226402.8 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -227190.875000 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -227190.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -227777.140625 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -227777.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -228517.718750 Penalty: 3907.000977
	Iteration 3F: 3 clusters Score -228517.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -228993.578125 Penalty: 3907.000977
	Iteration 4F: 3 clusters Score -228993.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229238.984375 Penalty: 3907.000977
	Iteration 5F: 3 clusters Score -229239 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229340.765625 Penalty: 3907.000977
	Iteration 6Q: 3 clusters Score -229340.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229396.015625 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -229396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -229418.421875 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -229418.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229432.437500 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -229432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229442.671875 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -229442.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -229450.640625 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -229450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229453.843750 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -229453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -229458.296875 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -229458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229465.578125 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -229465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229469.015625 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -229469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229471.843750 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -229471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229472.109375 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -229472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229472.671875 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -229472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229473.750000 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -229473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229473.750000 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -229473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55071 members 
Mstep: Class 5 contains 61417 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10011 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 35228 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16347 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 29937 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 1759 members 
Mstep: Class 33 contains 5965 members 
Mstep: Class 34 contains 11811 members 
Mstep: Class 35 contains 5024 members 
Mstep: Class 36 contains 103809 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6313 members 
Mstep: Class 39 contains 55841 members 
Mstep: Class 40 contains 6221 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 4561 members 
Mstep: Class 43 contains 877 members 
Entering Unmasked Estep 
Score: -58900152.000000 Penalty: 142338.593750
Splitting cluster 32 changes total score from -58901348.000000 to -58900152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -542969.500000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -542969.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -537827.750000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -537827.8 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -539248.000000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -539248 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -539549.125000 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -539549.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -539758.625000 Penalty: 4312.057617
	Iteration 3F: 3 clusters Score -539758.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -539941.312500 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -539941.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -540075.812500 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -540075.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -540168.812500 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -540168.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -540247.625000 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -540247.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -540328.687500 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -540328.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -540403.000000 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -540403 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -540461.250000 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -540461.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -540513.937500 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -540513.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -540565.250000 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -540565.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -540622.812500 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -540622.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -540687.125000 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -540687.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -540767.187500 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -540767.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -540875.437500 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -540875.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -541041.375000 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -541041.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -541238.562500 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -541238.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -541408.187500 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -541408.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -541526.687500 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -541526.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -541603.500000 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -541603.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -541652.125000 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -541652.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -541679.750000 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -541679.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -541694.500000 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -541694.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -541707.187500 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -541707.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -541714.187500 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -541714.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -541719.125000 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -541719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -541724.125000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -541724.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -541730.875000 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -541730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -541736.687500 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -541736.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -541743.625000 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -541743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -541748.500000 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -541748.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -541754.750000 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -541754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -541757.312500 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -541757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -541760.250000 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -541760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -541764.687500 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -541764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -541766.937500 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -541766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -541769.187500 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -541769.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -541772.000000 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -541772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -541778.750000 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -541778.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -541784.437500 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -541784.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -541790.062500 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -541790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -541796.937500 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -541796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -541800.062500 Penalty: 4312.057617
	Iteration 44Q: 3 clusters Score -541800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -541804.125000 Penalty: 4312.057617
	Iteration 45Q: 3 clusters Score -541804.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -541807.562500 Penalty: 4312.057617
	Iteration 46Q: 3 clusters Score -541807.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -541808.187500 Penalty: 4312.057617
	Iteration 47Q: 3 clusters Score -541808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -541809.875000 Penalty: 4312.057617
	Iteration 48Q: 3 clusters Score -541809.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -541812.062500 Penalty: 4312.057617
	Iteration 49Q: 3 clusters Score -541812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -541815.625000 Penalty: 4312.057617
	Iteration 50Q: 3 clusters Score -541815.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -541817.312500 Penalty: 4312.057617
	Iteration 51Q: 3 clusters Score -541817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -541820.812500 Penalty: 4312.057617
	Iteration 52Q: 3 clusters Score -541820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -541820.000000 Penalty: 4312.057617
	Iteration 53Q: 3 clusters Score -541820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -541821.437500 Penalty: 4312.057617
	Iteration 54Q: 3 clusters Score -541821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -541821.750000 Penalty: 4312.057617
	Iteration 55Q: 3 clusters Score -541821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -541822.625000 Penalty: 4312.057617
	Iteration 56Q: 3 clusters Score -541822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -541823.625000 Penalty: 4312.057617
	Iteration 57Q: 3 clusters Score -541823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -541825.375000 Penalty: 4312.057617
	Iteration 58Q: 3 clusters Score -541825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -541827.125000 Penalty: 4312.057617
	Iteration 59Q: 3 clusters Score -541827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -541828.500000 Penalty: 4312.057617
	Iteration 60F: 3 clusters Score -541828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -541829.812500 Penalty: 4312.057617
	Iteration 61Q: 3 clusters Score -541829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -541833.062500 Penalty: 4312.057617
	Iteration 62Q: 3 clusters Score -541833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -541836.937500 Penalty: 4312.057617
	Iteration 63Q: 3 clusters Score -541836.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -541840.062500 Penalty: 4312.057617
	Iteration 64Q: 3 clusters Score -541840.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -541843.187500 Penalty: 4312.057617
	Iteration 65Q: 3 clusters Score -541843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -541844.187500 Penalty: 4312.057617
	Iteration 66Q: 3 clusters Score -541844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -541848.687500 Penalty: 4312.057617
	Iteration 67Q: 3 clusters Score -541848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -541852.062500 Penalty: 4312.057617
	Iteration 68Q: 3 clusters Score -541852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -541853.687500 Penalty: 4312.057617
	Iteration 69Q: 3 clusters Score -541853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -541859.937500 Penalty: 4312.057617
	Iteration 70Q: 3 clusters Score -541859.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -541865.187500 Penalty: 4312.057617
	Iteration 71Q: 3 clusters Score -541865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -541871.812500 Penalty: 4312.057617
	Iteration 72Q: 3 clusters Score -541871.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -541876.875000 Penalty: 4312.057617
	Iteration 73Q: 3 clusters Score -541876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -541880.625000 Penalty: 4312.057617
	Iteration 74Q: 3 clusters Score -541880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -541884.437500 Penalty: 4312.057617
	Iteration 75Q: 3 clusters Score -541884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -541889.312500 Penalty: 4312.057617
	Iteration 76Q: 3 clusters Score -541889.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -541895.875000 Penalty: 4312.057617
	Iteration 77Q: 3 clusters Score -541895.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -541901.875000 Penalty: 4312.057617
	Iteration 78Q: 3 clusters Score -541901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -541909.812500 Penalty: 4312.057617
	Iteration 79Q: 3 clusters Score -541909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -541914.000000 Penalty: 4312.057617
	Iteration 80F: 3 clusters Score -541914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -541918.500000 Penalty: 4312.057617
	Iteration 81Q: 3 clusters Score -541918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -541922.687500 Penalty: 4312.057617
	Iteration 82Q: 3 clusters Score -541922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -541923.437500 Penalty: 4312.057617
	Iteration 83Q: 3 clusters Score -541923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -541924.812500 Penalty: 4312.057617
	Iteration 84Q: 3 clusters Score -541924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -541924.250000 Penalty: 4312.057617
	Iteration 85Q: 3 clusters Score -541924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -541924.125000 Penalty: 4312.057617
	Iteration 86Q: 3 clusters Score -541924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -541924.125000 Penalty: 4312.057617
	Iteration 87Q: 3 clusters Score -541924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -541924.750000 Penalty: 4312.057617
	Iteration 88Q: 3 clusters Score -541924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -541924.750000 Penalty: 4312.057617
	Iteration 89F: 3 clusters Score -541924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Entering Unmasked Estep 
Score: -1173112.750000 Penalty: 2325.442871
	Iteration 0F: 2 clusters Score -1173113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1164305.000000 Penalty: 4650.885742
	Iteration 0F: 3 clusters Score -1164305 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1166992.125000 Penalty: 4650.885742
	Iteration 1F: 3 clusters Score -1166992 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1167389.250000 Penalty: 4650.885742
	Iteration 2F: 3 clusters Score -1167389 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1167706.750000 Penalty: 4650.885742
	Iteration 3F: 3 clusters Score -1167707 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1168019.875000 Penalty: 4650.885742
	Iteration 4Q: 3 clusters Score -1168020 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1168350.250000 Penalty: 4650.885742
	Iteration 5Q: 3 clusters Score -1168350 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1168724.000000 Penalty: 4650.885742
	Iteration 6Q: 3 clusters Score -1168724 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1169202.125000 Penalty: 4650.885742
	Iteration 7Q: 3 clusters Score -1169202 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1169719.125000 Penalty: 4650.885742
	Iteration 8Q: 3 clusters Score -1169719 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1170263.375000 Penalty: 4650.885742
	Iteration 9Q: 3 clusters Score -1170263 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1170781.875000 Penalty: 4650.885742
	Iteration 10Q: 3 clusters Score -1170782 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1171240.125000 Penalty: 4650.885742
	Iteration 11Q: 3 clusters Score -1171240 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1171621.000000 Penalty: 4650.885742
	Iteration 12Q: 3 clusters Score -1171621 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1171974.875000 Penalty: 4650.885742
	Iteration 13Q: 3 clusters Score -1171975 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1172270.125000 Penalty: 4650.885742
	Iteration 14Q: 3 clusters Score -1172270 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1172526.250000 Penalty: 4650.885742
	Iteration 15Q: 3 clusters Score -1172526 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1172713.125000 Penalty: 4650.885742
	Iteration 16Q: 3 clusters Score -1172713 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1172892.000000 Penalty: 4650.885742
	Iteration 17Q: 3 clusters Score -1172892 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1173051.750000 Penalty: 4650.885742
	Iteration 18Q: 3 clusters Score -1173052 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1173220.375000 Penalty: 4650.885742
	Iteration 19Q: 3 clusters Score -1173220 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1173377.125000 Penalty: 4650.885742
	Iteration 20F: 3 clusters Score -1173377 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1173534.375000 Penalty: 4650.885742
	Iteration 21Q: 3 clusters Score -1173534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1173664.500000 Penalty: 4650.885742
	Iteration 22Q: 3 clusters Score -1173664 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1173787.375000 Penalty: 4650.885742
	Iteration 23Q: 3 clusters Score -1173787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1173873.500000 Penalty: 4650.885742
	Iteration 24Q: 3 clusters Score -1173874 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1173973.500000 Penalty: 4650.885742
	Iteration 25Q: 3 clusters Score -1173974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1174058.625000 Penalty: 4650.885742
	Iteration 26Q: 3 clusters Score -1174059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1174147.250000 Penalty: 4650.885742
	Iteration 27Q: 3 clusters Score -1174147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1174224.250000 Penalty: 4650.885742
	Iteration 28Q: 3 clusters Score -1174224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1174288.250000 Penalty: 4650.885742
	Iteration 29Q: 3 clusters Score -1174288 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1174363.375000 Penalty: 4650.885742
	Iteration 30Q: 3 clusters Score -1174363 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1174429.000000 Penalty: 4650.885742
	Iteration 31Q: 3 clusters Score -1174429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1174472.750000 Penalty: 4650.885742
	Iteration 32Q: 3 clusters Score -1174473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1174508.500000 Penalty: 4650.885742
	Iteration 33Q: 3 clusters Score -1174508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1174545.500000 Penalty: 4650.885742
	Iteration 34Q: 3 clusters Score -1174546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1174572.375000 Penalty: 4650.885742
	Iteration 35Q: 3 clusters Score -1174572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1174583.750000 Penalty: 4650.885742
	Iteration 36Q: 3 clusters Score -1174584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1174596.625000 Penalty: 4650.885742
	Iteration 37Q: 3 clusters Score -1174597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1174604.625000 Penalty: 4650.885742
	Iteration 38Q: 3 clusters Score -1174605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1174613.250000 Penalty: 4650.885742
	Iteration 39Q: 3 clusters Score -1174613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1174618.500000 Penalty: 4650.885742
	Iteration 40F: 3 clusters Score -1174618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1174622.125000 Penalty: 4650.885742
	Iteration 41Q: 3 clusters Score -1174622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1174626.875000 Penalty: 4650.885742
	Iteration 42Q: 3 clusters Score -1174627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1174626.500000 Penalty: 4650.885742
	Iteration 43Q: 3 clusters Score -1174626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1174628.000000 Penalty: 4650.885742
	Iteration 44Q: 3 clusters Score -1174628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1174630.250000 Penalty: 4650.885742
	Iteration 45Q: 3 clusters Score -1174630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1174633.500000 Penalty: 4650.885742
	Iteration 46Q: 3 clusters Score -1174634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1174639.000000 Penalty: 4650.885742
	Iteration 47Q: 3 clusters Score -1174639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1174643.250000 Penalty: 4650.885742
	Iteration 48Q: 3 clusters Score -1174643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1174649.375000 Penalty: 4650.885742
	Iteration 49Q: 3 clusters Score -1174649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1174654.000000 Penalty: 4650.885742
	Iteration 50Q: 3 clusters Score -1174654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1174659.125000 Penalty: 4650.885742
	Iteration 51Q: 3 clusters Score -1174659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1174664.750000 Penalty: 4650.885742
	Iteration 52Q: 3 clusters Score -1174665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1174669.000000 Penalty: 4650.885742
	Iteration 53Q: 3 clusters Score -1174669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1174671.625000 Penalty: 4650.885742
	Iteration 54Q: 3 clusters Score -1174672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1174673.500000 Penalty: 4650.885742
	Iteration 55Q: 3 clusters Score -1174674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1174677.500000 Penalty: 4650.885742
	Iteration 56Q: 3 clusters Score -1174678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1174679.750000 Penalty: 4650.885742
	Iteration 57Q: 3 clusters Score -1174680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1174678.750000 Penalty: 4650.885742
	Iteration 58Q: 3 clusters Score -1174679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1174678.875000 Penalty: 4650.885742
	Iteration 59Q: 3 clusters Score -1174679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1174681.000000 Penalty: 4650.885742
	Iteration 60F: 3 clusters Score -1174681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1174680.875000 Penalty: 4650.885742
	Iteration 61Q: 3 clusters Score -1174681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1174680.750000 Penalty: 4650.885742
	Iteration 62Q: 3 clusters Score -1174681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1174683.125000 Penalty: 4650.885742
	Iteration 63Q: 3 clusters Score -1174683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1174681.750000 Penalty: 4650.885742
	Iteration 64Q: 3 clusters Score -1174682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1174683.375000 Penalty: 4650.885742
	Iteration 65Q: 3 clusters Score -1174683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1174684.250000 Penalty: 4650.885742
	Iteration 66Q: 3 clusters Score -1174684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1174685.000000 Penalty: 4650.885742
	Iteration 67Q: 3 clusters Score -1174685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1174686.125000 Penalty: 4650.885742
	Iteration 68Q: 3 clusters Score -1174686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1174686.875000 Penalty: 4650.885742
	Iteration 69Q: 3 clusters Score -1174687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1174686.750000 Penalty: 4650.885742
	Iteration 70Q: 3 clusters Score -1174687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1174690.000000 Penalty: 4650.885742
	Iteration 71Q: 3 clusters Score -1174690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1174688.125000 Penalty: 4650.885742
	Iteration 72Q: 3 clusters Score -1174688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1174688.125000 Penalty: 4650.885742
	Iteration 73Q: 3 clusters Score -1174688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1174692.125000 Penalty: 4650.885742
	Iteration 74Q: 3 clusters Score -1174692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1174690.125000 Penalty: 4650.885742
	Iteration 75Q: 3 clusters Score -1174690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1174692.625000 Penalty: 4650.885742
	Iteration 76Q: 3 clusters Score -1174693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1174691.625000 Penalty: 4650.885742
	Iteration 77Q: 3 clusters Score -1174692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1174690.875000 Penalty: 4650.885742
	Iteration 78Q: 3 clusters Score -1174691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1174691.125000 Penalty: 4650.885742
	Iteration 79Q: 3 clusters Score -1174691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1174692.875000 Penalty: 4650.885742
	Iteration 80F: 3 clusters Score -1174693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1174692.000000 Penalty: 4650.885742
	Iteration 81Q: 3 clusters Score -1174692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1174692.875000 Penalty: 4650.885742
	Iteration 82Q: 3 clusters Score -1174693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1174694.750000 Penalty: 4650.885742
	Iteration 83Q: 3 clusters Score -1174695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1174696.375000 Penalty: 4650.885742
	Iteration 84Q: 3 clusters Score -1174696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1174697.375000 Penalty: 4650.885742
	Iteration 85Q: 3 clusters Score -1174697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1174699.625000 Penalty: 4650.885742
	Iteration 86Q: 3 clusters Score -1174700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1174699.250000 Penalty: 4650.885742
	Iteration 87Q: 3 clusters Score -1174699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1174701.875000 Penalty: 4650.885742
	Iteration 88Q: 3 clusters Score -1174702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1174701.875000 Penalty: 4650.885742
	Iteration 89F: 3 clusters Score -1174702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55071 members 
Mstep: Class 5 contains 61417 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10011 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 35228 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16347 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 29937 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 5965 members 
Mstep: Class 34 contains 9287 members 
Mstep: Class 35 contains 5024 members 
Mstep: Class 36 contains 103809 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6313 members 
Mstep: Class 39 contains 55841 members 
Mstep: Class 40 contains 6221 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 4561 members 
Mstep: Class 43 contains 2524 members 
Entering Unmasked Estep 
Score: -58901952.000000 Penalty: 142338.593750
Splitting cluster 34 changes total score from -58901348.000000 to -58901952.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -457936.812500 Penalty: 2113.451660
	Iteration 0F: 2 clusters Score -457936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -453402.968750 Penalty: 4226.903320
	Iteration 0F: 3 clusters Score -453403 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -454678.343750 Penalty: 4226.903320
	Iteration 1F: 3 clusters Score -454678.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -455143.781250 Penalty: 4226.903320
	Iteration 2F: 3 clusters Score -455143.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -455562.156250 Penalty: 4226.903320
	Iteration 3F: 3 clusters Score -455562.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -455942.562500 Penalty: 4226.903320
	Iteration 4F: 3 clusters Score -455942.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -456222.218750 Penalty: 4226.903320
	Iteration 5F: 3 clusters Score -456222.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -456394.187500 Penalty: 4226.903320
	Iteration 6Q: 3 clusters Score -456394.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -456506.312500 Penalty: 4226.903320
	Iteration 7Q: 3 clusters Score -456506.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -456579.375000 Penalty: 4226.903320
	Iteration 8Q: 3 clusters Score -456579.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -456632.031250 Penalty: 4226.903320
	Iteration 9Q: 3 clusters Score -456632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -456675.250000 Penalty: 4226.903320
	Iteration 10Q: 3 clusters Score -456675.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -456720.031250 Penalty: 4226.903320
	Iteration 11Q: 3 clusters Score -456720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -456758.937500 Penalty: 4226.903320
	Iteration 12Q: 3 clusters Score -456758.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -456793.781250 Penalty: 4226.903320
	Iteration 13Q: 3 clusters Score -456793.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -456825.500000 Penalty: 4226.903320
	Iteration 14Q: 3 clusters Score -456825.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -456850.781250 Penalty: 4226.903320
	Iteration 15Q: 3 clusters Score -456850.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -456863.781250 Penalty: 4226.903320
	Iteration 16Q: 3 clusters Score -456863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -456879.812500 Penalty: 4226.903320
	Iteration 17Q: 3 clusters Score -456879.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -456891.812500 Penalty: 4226.903320
	Iteration 18Q: 3 clusters Score -456891.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -456903.750000 Penalty: 4226.903320
	Iteration 19Q: 3 clusters Score -456903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -456918.593750 Penalty: 4226.903320
	Iteration 20F: 3 clusters Score -456918.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -456926.125000 Penalty: 4226.903320
	Iteration 21Q: 3 clusters Score -456926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -456932.531250 Penalty: 4226.903320
	Iteration 22Q: 3 clusters Score -456932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -456934.718750 Penalty: 4226.903320
	Iteration 23Q: 3 clusters Score -456934.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -456939.500000 Penalty: 4226.903320
	Iteration 24Q: 3 clusters Score -456939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -456941.312500 Penalty: 4226.903320
	Iteration 25Q: 3 clusters Score -456941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -456946.218750 Penalty: 4226.903320
	Iteration 26Q: 3 clusters Score -456946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -456948.843750 Penalty: 4226.903320
	Iteration 27Q: 3 clusters Score -456948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -456950.718750 Penalty: 4226.903320
	Iteration 28Q: 3 clusters Score -456950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -456951.468750 Penalty: 4226.903320
	Iteration 29Q: 3 clusters Score -456951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -456952.718750 Penalty: 4226.903320
	Iteration 30Q: 3 clusters Score -456952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -456953.718750 Penalty: 4226.903320
	Iteration 31Q: 3 clusters Score -456953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -456954.375000 Penalty: 4226.903320
	Iteration 32Q: 3 clusters Score -456954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -456956.187500 Penalty: 4226.903320
	Iteration 33Q: 3 clusters Score -456956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -456956.625000 Penalty: 4226.903320
	Iteration 34Q: 3 clusters Score -456956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -456956.625000 Penalty: 4226.903320
	Iteration 35F: 3 clusters Score -456956.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (103809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Entering Unmasked Estep 
Score: -10092570.000000 Penalty: 2864.476562
	Iteration 0F: 2 clusters Score -1.009257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -10023070.000000 Penalty: 5728.953125
	Iteration 0F: 3 clusters Score -1.002307e+07 nChanged 49305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -10051549.000000 Penalty: 5728.953125
	Iteration 1F: 3 clusters Score -1.005155e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10052567.000000 Penalty: 5728.953125
	Iteration 2Q: 3 clusters Score -1.005257e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -10053775.000000 Penalty: 5728.953125
	Iteration 3Q: 3 clusters Score -1.005378e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -10055200.000000 Penalty: 5728.953125
	Iteration 4Q: 3 clusters Score -1.00552e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -10056867.000000 Penalty: 5728.953125
	Iteration 5Q: 3 clusters Score -1.005687e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -10058580.000000 Penalty: 5728.953125
	Iteration 6Q: 3 clusters Score -1.005858e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -10060815.000000 Penalty: 5728.953125
	Iteration 7Q: 3 clusters Score -1.006082e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -10063630.000000 Penalty: 5728.953125
	Iteration 8F: 3 clusters Score -1.006363e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -10066931.000000 Penalty: 5728.953125
	Iteration 9F: 3 clusters Score -1.006693e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -10070010.000000 Penalty: 5728.953125
	Iteration 10F: 3 clusters Score -1.007001e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -10072547.000000 Penalty: 5728.953125
	Iteration 11Q: 3 clusters Score -1.007255e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -10074063.000000 Penalty: 5728.953125
	Iteration 12Q: 3 clusters Score -1.007406e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -10074754.000000 Penalty: 5728.953125
	Iteration 13Q: 3 clusters Score -1.007475e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -10075237.000000 Penalty: 5728.953125
	Iteration 14Q: 3 clusters Score -1.007524e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -10075591.000000 Penalty: 5728.953125
	Iteration 15Q: 3 clusters Score -1.007559e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -10075850.000000 Penalty: 5728.953125
	Iteration 16Q: 3 clusters Score -1.007585e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -10076101.000000 Penalty: 5728.953125
	Iteration 17Q: 3 clusters Score -1.00761e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -10076340.000000 Penalty: 5728.953125
	Iteration 18Q: 3 clusters Score -1.007634e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -10076536.000000 Penalty: 5728.953125
	Iteration 19Q: 3 clusters Score -1.007654e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -10076689.000000 Penalty: 5728.953125
	Iteration 20F: 3 clusters Score -1.007669e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -10076879.000000 Penalty: 5728.953125
	Iteration 21Q: 3 clusters Score -1.007688e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -10076996.000000 Penalty: 5728.953125
	Iteration 22Q: 3 clusters Score -1.0077e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -10077211.000000 Penalty: 5728.953125
	Iteration 23Q: 3 clusters Score -1.007721e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -10077355.000000 Penalty: 5728.953125
	Iteration 24Q: 3 clusters Score -1.007736e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -10077488.000000 Penalty: 5728.953125
	Iteration 25Q: 3 clusters Score -1.007749e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -10077573.000000 Penalty: 5728.953125
	Iteration 26Q: 3 clusters Score -1.007757e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -10077633.000000 Penalty: 5728.953125
	Iteration 27Q: 3 clusters Score -1.007763e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -10077700.000000 Penalty: 5728.953125
	Iteration 28Q: 3 clusters Score -1.00777e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -10077805.000000 Penalty: 5728.953125
	Iteration 29Q: 3 clusters Score -1.00778e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -10077906.000000 Penalty: 5728.953125
	Iteration 30Q: 3 clusters Score -1.007791e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -10077987.000000 Penalty: 5728.953125
	Iteration 31Q: 3 clusters Score -1.007799e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -10078161.000000 Penalty: 5728.953125
	Iteration 32Q: 3 clusters Score -1.007816e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -10078301.000000 Penalty: 5728.953125
	Iteration 33Q: 3 clusters Score -1.00783e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -10078452.000000 Penalty: 5728.953125
	Iteration 34Q: 3 clusters Score -1.007845e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -10078632.000000 Penalty: 5728.953125
	Iteration 35Q: 3 clusters Score -1.007863e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -10078822.000000 Penalty: 5728.953125
	Iteration 36Q: 3 clusters Score -1.007882e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -10078993.000000 Penalty: 5728.953125
	Iteration 37Q: 3 clusters Score -1.007899e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -10079279.000000 Penalty: 5728.953125
	Iteration 38Q: 3 clusters Score -1.007928e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -10079547.000000 Penalty: 5728.953125
	Iteration 39Q: 3 clusters Score -1.007955e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -10079846.000000 Penalty: 5728.953125
	Iteration 40F: 3 clusters Score -1.007985e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -10080127.000000 Penalty: 5728.953125
	Iteration 41Q: 3 clusters Score -1.008013e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -10080455.000000 Penalty: 5728.953125
	Iteration 42Q: 3 clusters Score -1.008046e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -10080848.000000 Penalty: 5728.953125
	Iteration 43Q: 3 clusters Score -1.008085e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -10081216.000000 Penalty: 5728.953125
	Iteration 44Q: 3 clusters Score -1.008122e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -10081659.000000 Penalty: 5728.953125
	Iteration 45Q: 3 clusters Score -1.008166e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -10082091.000000 Penalty: 5728.953125
	Iteration 46Q: 3 clusters Score -1.008209e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -10082557.000000 Penalty: 5728.953125
	Iteration 47Q: 3 clusters Score -1.008256e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -10083037.000000 Penalty: 5728.953125
	Iteration 48Q: 3 clusters Score -1.008304e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -10083584.000000 Penalty: 5728.953125
	Iteration 49Q: 3 clusters Score -1.008358e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -10083975.000000 Penalty: 5728.953125
	Iteration 50Q: 3 clusters Score -1.008398e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -10084363.000000 Penalty: 5728.953125
	Iteration 51Q: 3 clusters Score -1.008436e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -10084812.000000 Penalty: 5728.953125
	Iteration 52Q: 3 clusters Score -1.008481e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -10085192.000000 Penalty: 5728.953125
	Iteration 53Q: 3 clusters Score -1.008519e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -10085617.000000 Penalty: 5728.953125
	Iteration 54Q: 3 clusters Score -1.008562e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -10085993.000000 Penalty: 5728.953125
	Iteration 55Q: 3 clusters Score -1.008599e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -10086227.000000 Penalty: 5728.953125
	Iteration 56Q: 3 clusters Score -1.008623e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -10086493.000000 Penalty: 5728.953125
	Iteration 57Q: 3 clusters Score -1.008649e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -10086793.000000 Penalty: 5728.953125
	Iteration 58Q: 3 clusters Score -1.008679e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -10087003.000000 Penalty: 5728.953125
	Iteration 59Q: 3 clusters Score -1.0087e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -10087223.000000 Penalty: 5728.953125
	Iteration 60F: 3 clusters Score -1.008722e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -10087423.000000 Penalty: 5728.953125
	Iteration 61Q: 3 clusters Score -1.008742e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -10087619.000000 Penalty: 5728.953125
	Iteration 62Q: 3 clusters Score -1.008762e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -10087808.000000 Penalty: 5728.953125
	Iteration 63Q: 3 clusters Score -1.008781e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -10087937.000000 Penalty: 5728.953125
	Iteration 64Q: 3 clusters Score -1.008794e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -10088052.000000 Penalty: 5728.953125
	Iteration 65Q: 3 clusters Score -1.008805e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -10088198.000000 Penalty: 5728.953125
	Iteration 66Q: 3 clusters Score -1.00882e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -10088265.000000 Penalty: 5728.953125
	Iteration 67Q: 3 clusters Score -1.008826e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -10088366.000000 Penalty: 5728.953125
	Iteration 68Q: 3 clusters Score -1.008837e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -10088455.000000 Penalty: 5728.953125
	Iteration 69Q: 3 clusters Score -1.008846e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -10088542.000000 Penalty: 5728.953125
	Iteration 70Q: 3 clusters Score -1.008854e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.008861e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -10088749.000000 Penalty: 5728.953125
	Iteration 72Q: 3 clusters Score -1.008875e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -10088872.000000 Penalty: 5728.953125
	Iteration 73Q: 3 clusters Score -1.008887e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -10088924.000000 Penalty: 5728.953125
	Iteration 74Q: 3 clusters Score -1.008892e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -10089028.000000 Penalty: 5728.953125
	Iteration 75Q: 3 clusters Score -1.008903e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -10089102.000000 Penalty: 5728.953125
	Iteration 76Q: 3 clusters Score -1.00891e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -10089217.000000 Penalty: 5728.953125
	Iteration 77Q: 3 clusters Score -1.008922e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 97327 members 
Entering Unmasked Estep 
Score: -10089291.000000 Penalty: 5728.953125
	Iteration 78Q: 3 clusters Score -1.008929e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -10089422.000000 Penalty: 5728.953125
	Iteration 79Q: 3 clusters Score -1.008942e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -10089488.000000 Penalty: 5728.953125
	Iteration 80F: 3 clusters Score -1.008949e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -10089588.000000 Penalty: 5728.953125
	Iteration 81Q: 3 clusters Score -1.008959e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -10089648.000000 Penalty: 5728.953125
	Iteration 82Q: 3 clusters Score -1.008965e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -10089723.000000 Penalty: 5728.953125
	Iteration 83Q: 3 clusters Score -1.008972e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -10089750.000000 Penalty: 5728.953125
	Iteration 84Q: 3 clusters Score -1.008975e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -10089782.000000 Penalty: 5728.953125
	Iteration 85Q: 3 clusters Score -1.008978e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -10089818.000000 Penalty: 5728.953125
	Iteration 86Q: 3 clusters Score -1.008982e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 99464 members 
Entering Unmasked Estep 
Score: -10089881.000000 Penalty: 5728.953125
	Iteration 87Q: 3 clusters Score -1.008988e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 99604 members 
Entering Unmasked Estep 
Score: -10089944.000000 Penalty: 5728.953125
	Iteration 88Q: 3 clusters Score -1.008994e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 99743 members 
Entering Unmasked Estep 
Score: -10089963.000000 Penalty: 5728.953125
	Iteration 89Q: 3 clusters Score -1.008996e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -10089967.000000 Penalty: 5728.953125
	Iteration 90Q: 3 clusters Score -1.008997e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -10089981.000000 Penalty: 5728.953125
	Iteration 91Q: 3 clusters Score -1.008998e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -10090013.000000 Penalty: 5728.953125
	Iteration 92Q: 3 clusters Score -1.009001e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -10090026.000000 Penalty: 5728.953125
	Iteration 93Q: 3 clusters Score -1.009003e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -10090024.000000 Penalty: 5728.953125
	Iteration 94Q: 3 clusters Score -1.009002e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -10090037.000000 Penalty: 5728.953125
	Iteration 95Q: 3 clusters Score -1.009004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -10090032.000000 Penalty: 5728.953125
	Iteration 96Q: 3 clusters Score -1.009003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -10090058.000000 Penalty: 5728.953125
	Iteration 97Q: 3 clusters Score -1.009006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -10090079.000000 Penalty: 5728.953125
	Iteration 98Q: 3 clusters Score -1.009008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -10090100.000000 Penalty: 5728.953125
	Iteration 99Q: 3 clusters Score -1.00901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -10090126.000000 Penalty: 5728.953125
	Iteration 100F: 3 clusters Score -1.009013e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -10090140.000000 Penalty: 5728.953125
	Iteration 101Q: 3 clusters Score -1.009014e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -10090161.000000 Penalty: 5728.953125
	Iteration 102Q: 3 clusters Score -1.009016e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -10090169.000000 Penalty: 5728.953125
	Iteration 103Q: 3 clusters Score -1.009017e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -10090170.000000 Penalty: 5728.953125
	Iteration 104Q: 3 clusters Score -1.009017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -10090171.000000 Penalty: 5728.953125
	Iteration 105Q: 3 clusters Score -1.009017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -10090161.000000 Penalty: 5728.953125
	Iteration 106Q: 3 clusters Score -1.009016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -10090158.000000 Penalty: 5728.953125
	Iteration 107Q: 3 clusters Score -1.009016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -10090176.000000 Penalty: 5728.953125
	Iteration 108Q: 3 clusters Score -1.009018e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -10090194.000000 Penalty: 5728.953125
	Iteration 109Q: 3 clusters Score -1.009019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -10090225.000000 Penalty: 5728.953125
	Iteration 110Q: 3 clusters Score -1.009022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -10090237.000000 Penalty: 5728.953125
	Iteration 111Q: 3 clusters Score -1.009024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -10090251.000000 Penalty: 5728.953125
	Iteration 112Q: 3 clusters Score -1.009025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -10090251.000000 Penalty: 5728.953125
	Iteration 113Q: 3 clusters Score -1.009025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -10090250.000000 Penalty: 5728.953125
	Iteration 114Q: 3 clusters Score -1.009025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -10090256.000000 Penalty: 5728.953125
	Iteration 115Q: 3 clusters Score -1.009026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -10090244.000000 Penalty: 5728.953125
	Iteration 116Q: 3 clusters Score -1.009024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -10090253.000000 Penalty: 5728.953125
	Iteration 117Q: 3 clusters Score -1.009025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -10090239.000000 Penalty: 5728.953125
	Iteration 118Q: 3 clusters Score -1.009024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -10090235.000000 Penalty: 5728.953125
	Iteration 119Q: 3 clusters Score -1.009024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -10090234.000000 Penalty: 5728.953125
	Iteration 120F: 3 clusters Score -1.009023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -10090228.000000 Penalty: 5728.953125
	Iteration 121Q: 3 clusters Score -1.009023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 101248 members 
Entering Unmasked Estep 
Score: -10090237.000000 Penalty: 5728.953125
	Iteration 122Q: 3 clusters Score -1.009024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -10090235.000000 Penalty: 5728.953125
	Iteration 123Q: 3 clusters Score -1.009024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -10090252.000000 Penalty: 5728.953125
	Iteration 124Q: 3 clusters Score -1.009025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -10090256.000000 Penalty: 5728.953125
	Iteration 125Q: 3 clusters Score -1.009026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -10090249.000000 Penalty: 5728.953125
	Iteration 126Q: 3 clusters Score -1.009025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -10090248.000000 Penalty: 5728.953125
	Iteration 127Q: 3 clusters Score -1.009025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -10090253.000000 Penalty: 5728.953125
	Iteration 128Q: 3 clusters Score -1.009025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -10090259.000000 Penalty: 5728.953125
	Iteration 129Q: 3 clusters Score -1.009026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -10090264.000000 Penalty: 5728.953125
	Iteration 130Q: 3 clusters Score -1.009026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -10090281.000000 Penalty: 5728.953125
	Iteration 131Q: 3 clusters Score -1.009028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -10090263.000000 Penalty: 5728.953125
	Iteration 132Q: 3 clusters Score -1.009026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 101397 members 
Entering Unmasked Estep 
Score: -10090284.000000 Penalty: 5728.953125
	Iteration 133Q: 3 clusters Score -1.009028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -10090292.000000 Penalty: 5728.953125
	Iteration 134Q: 3 clusters Score -1.009029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -10090294.000000 Penalty: 5728.953125
	Iteration 135Q: 3 clusters Score -1.009029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -10090285.000000 Penalty: 5728.953125
	Iteration 136Q: 3 clusters Score -1.009028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -10090298.000000 Penalty: 5728.953125
	Iteration 137Q: 3 clusters Score -1.00903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -10090287.000000 Penalty: 5728.953125
	Iteration 138Q: 3 clusters Score -1.009029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -10090290.000000 Penalty: 5728.953125
	Iteration 139Q: 3 clusters Score -1.009029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -10090287.000000 Penalty: 5728.953125
	Iteration 140F: 3 clusters Score -1.009029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -10090285.000000 Penalty: 5728.953125
	Iteration 141Q: 3 clusters Score -1.009028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -10090295.000000 Penalty: 5728.953125
	Iteration 142Q: 3 clusters Score -1.00903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -10090317.000000 Penalty: 5728.953125
	Iteration 143Q: 3 clusters Score -1.009032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -10090321.000000 Penalty: 5728.953125
	Iteration 144Q: 3 clusters Score -1.009032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 101555 members 
Entering Unmasked Estep 
Score: -10090327.000000 Penalty: 5728.953125
	Iteration 145Q: 3 clusters Score -1.009033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -10090324.000000 Penalty: 5728.953125
	Iteration 146Q: 3 clusters Score -1.009032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -10090327.000000 Penalty: 5728.953125
	Iteration 147Q: 3 clusters Score -1.009033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 101571 members 
Entering Unmasked Estep 
Score: -10090332.000000 Penalty: 5728.953125
	Iteration 148Q: 3 clusters Score -1.009033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -10090324.000000 Penalty: 5728.953125
	Iteration 149Q: 3 clusters Score -1.009032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -10090329.000000 Penalty: 5728.953125
	Iteration 150Q: 3 clusters Score -1.009033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -10090329.000000 Penalty: 5728.953125
	Iteration 151F: 3 clusters Score -1.009033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -507003.281250 Penalty: 2133.727051
	Iteration 0F: 2 clusters Score -507003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -502190.062500 Penalty: 4267.454102
	Iteration 0F: 3 clusters Score -502190.1 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -503369.593750 Penalty: 4267.454102
	Iteration 1F: 3 clusters Score -503369.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -503615.781250 Penalty: 4267.454102
	Iteration 2F: 3 clusters Score -503615.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -503765.625000 Penalty: 4267.454102
	Iteration 3F: 3 clusters Score -503765.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -503865.906250 Penalty: 4267.454102
	Iteration 4Q: 3 clusters Score -503865.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -503954.031250 Penalty: 4267.454102
	Iteration 5Q: 3 clusters Score -503954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -504045.125000 Penalty: 4267.454102
	Iteration 6Q: 3 clusters Score -504045.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -504144.156250 Penalty: 4267.454102
	Iteration 7Q: 3 clusters Score -504144.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -504254.031250 Penalty: 4267.454102
	Iteration 8Q: 3 clusters Score -504254 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -504376.531250 Penalty: 4267.454102
	Iteration 9Q: 3 clusters Score -504376.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -504537.468750 Penalty: 4267.454102
	Iteration 10Q: 3 clusters Score -504537.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -504692.875000 Penalty: 4267.454102
	Iteration 11Q: 3 clusters Score -504692.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -504838.750000 Penalty: 4267.454102
	Iteration 12Q: 3 clusters Score -504838.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -504989.937500 Penalty: 4267.454102
	Iteration 13Q: 3 clusters Score -504989.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -505139.031250 Penalty: 4267.454102
	Iteration 14Q: 3 clusters Score -505139 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -505248.531250 Penalty: 4267.454102
	Iteration 15Q: 3 clusters Score -505248.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -505316.156250 Penalty: 4267.454102
	Iteration 16Q: 3 clusters Score -505316.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -505365.531250 Penalty: 4267.454102
	Iteration 17Q: 3 clusters Score -505365.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -505401.000000 Penalty: 4267.454102
	Iteration 18Q: 3 clusters Score -505401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -505423.218750 Penalty: 4267.454102
	Iteration 19Q: 3 clusters Score -505423.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -505437.718750 Penalty: 4267.454102
	Iteration 20F: 3 clusters Score -505437.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -505449.375000 Penalty: 4267.454102
	Iteration 21Q: 3 clusters Score -505449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -505453.937500 Penalty: 4267.454102
	Iteration 22Q: 3 clusters Score -505453.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -505463.750000 Penalty: 4267.454102
	Iteration 23Q: 3 clusters Score -505463.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -505475.718750 Penalty: 4267.454102
	Iteration 24Q: 3 clusters Score -505475.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -505484.343750 Penalty: 4267.454102
	Iteration 25Q: 3 clusters Score -505484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -505489.812500 Penalty: 4267.454102
	Iteration 26Q: 3 clusters Score -505489.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -505495.531250 Penalty: 4267.454102
	Iteration 27Q: 3 clusters Score -505495.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -505501.093750 Penalty: 4267.454102
	Iteration 28Q: 3 clusters Score -505501.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -505507.531250 Penalty: 4267.454102
	Iteration 29Q: 3 clusters Score -505507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -505511.937500 Penalty: 4267.454102
	Iteration 30Q: 3 clusters Score -505511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -505518.093750 Penalty: 4267.454102
	Iteration 31Q: 3 clusters Score -505518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -505521.625000 Penalty: 4267.454102
	Iteration 32Q: 3 clusters Score -505521.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -505527.187500 Penalty: 4267.454102
	Iteration 33Q: 3 clusters Score -505527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -505529.656250 Penalty: 4267.454102
	Iteration 34Q: 3 clusters Score -505529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -505531.937500 Penalty: 4267.454102
	Iteration 35Q: 3 clusters Score -505531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -505532.125000 Penalty: 4267.454102
	Iteration 36Q: 3 clusters Score -505532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -505533.281250 Penalty: 4267.454102
	Iteration 37Q: 3 clusters Score -505533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -505534.687500 Penalty: 4267.454102
	Iteration 38Q: 3 clusters Score -505534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -505534.687500 Penalty: 4267.454102
	Iteration 39F: 3 clusters Score -505534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -632449.625000 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -632449.6 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 3210 members 
Entering Unmasked Estep 
Score: -627130.000000 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -627130 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -628522.000000 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -628522 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -628755.375000 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -628755.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -628924.875000 Penalty: 4340.181641
	Iteration 3F: 3 clusters Score -628924.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -629080.437500 Penalty: 4340.181641
	Iteration 4Q: 3 clusters Score -629080.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -629229.625000 Penalty: 4340.181641
	Iteration 5Q: 3 clusters Score -629229.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -629381.875000 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -629381.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -629510.312500 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -629510.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -629621.187500 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -629621.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -629737.312500 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -629737.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -629858.875000 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -629858.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -629965.687500 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -629965.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -630054.562500 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -630054.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -630134.000000 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -630134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -630204.687500 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -630204.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -630265.500000 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -630265.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -630314.125000 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -630314.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -630350.312500 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -630350.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -630383.125000 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -630383.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -630420.375000 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -630420.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -630457.375000 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -630457.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -630482.062500 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -630482.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -630505.750000 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -630505.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -630524.812500 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -630524.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -630542.562500 Penalty: 4340.181641
	Iteration 24Q: 3 clusters Score -630542.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -630561.937500 Penalty: 4340.181641
	Iteration 25Q: 3 clusters Score -630561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -630580.625000 Penalty: 4340.181641
	Iteration 26Q: 3 clusters Score -630580.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -630595.500000 Penalty: 4340.181641
	Iteration 27Q: 3 clusters Score -630595.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -630605.625000 Penalty: 4340.181641
	Iteration 28Q: 3 clusters Score -630605.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -630611.187500 Penalty: 4340.181641
	Iteration 29Q: 3 clusters Score -630611.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -630616.812500 Penalty: 4340.181641
	Iteration 30Q: 3 clusters Score -630616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -630625.687500 Penalty: 4340.181641
	Iteration 31Q: 3 clusters Score -630625.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -630629.500000 Penalty: 4340.181641
	Iteration 32Q: 3 clusters Score -630629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -630633.375000 Penalty: 4340.181641
	Iteration 33Q: 3 clusters Score -630633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -630638.750000 Penalty: 4340.181641
	Iteration 34Q: 3 clusters Score -630638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -630644.125000 Penalty: 4340.181641
	Iteration 35Q: 3 clusters Score -630644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -630646.625000 Penalty: 4340.181641
	Iteration 36Q: 3 clusters Score -630646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -630650.250000 Penalty: 4340.181641
	Iteration 37Q: 3 clusters Score -630650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -630655.812500 Penalty: 4340.181641
	Iteration 38Q: 3 clusters Score -630655.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -630659.187500 Penalty: 4340.181641
	Iteration 39Q: 3 clusters Score -630659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -630663.312500 Penalty: 4340.181641
	Iteration 40F: 3 clusters Score -630663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -630664.812500 Penalty: 4340.181641
	Iteration 41Q: 3 clusters Score -630664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -630664.125000 Penalty: 4340.181641
	Iteration 42Q: 3 clusters Score -630664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -630665.125000 Penalty: 4340.181641
	Iteration 43Q: 3 clusters Score -630665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -630665.000000 Penalty: 4340.181641
	Iteration 44Q: 3 clusters Score -630665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -630666.375000 Penalty: 4340.181641
	Iteration 45Q: 3 clusters Score -630666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -630665.937500 Penalty: 4340.181641
	Iteration 46Q: 3 clusters Score -630665.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -630665.937500 Penalty: 4340.181641
	Iteration 47F: 3 clusters Score -630665.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (55841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Entering Unmasked Estep 
Score: -5625802.000000 Penalty: 2710.705322
	Iteration 0F: 2 clusters Score -5625802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5588274.500000 Penalty: 5421.410645
	Iteration 0F: 3 clusters Score -5588274 nChanged 26004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5603229.500000 Penalty: 5421.410645
	Iteration 1F: 3 clusters Score -5603230 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -5604158.500000 Penalty: 5421.410645
	Iteration 2Q: 3 clusters Score -5604158 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5605294.000000 Penalty: 5421.410645
	Iteration 3Q: 3 clusters Score -5605294 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -5606644.000000 Penalty: 5421.410645
	Iteration 4F: 3 clusters Score -5606644 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -5608168.500000 Penalty: 5421.410645
	Iteration 5F: 3 clusters Score -5608168 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5609891.000000 Penalty: 5421.410645
	Iteration 6F: 3 clusters Score -5609891 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5611738.500000 Penalty: 5421.410645
	Iteration 7F: 3 clusters Score -5611738 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5613549.000000 Penalty: 5421.410645
	Iteration 8F: 3 clusters Score -5613549 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5615313.500000 Penalty: 5421.410645
	Iteration 9F: 3 clusters Score -5615314 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5617047.000000 Penalty: 5421.410645
	Iteration 10Q: 3 clusters Score -5617047 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5618689.500000 Penalty: 5421.410645
	Iteration 11Q: 3 clusters Score -5618690 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5620234.000000 Penalty: 5421.410645
	Iteration 12Q: 3 clusters Score -5620234 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5621502.000000 Penalty: 5421.410645
	Iteration 13Q: 3 clusters Score -5621502 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5622300.500000 Penalty: 5421.410645
	Iteration 14Q: 3 clusters Score -5622300 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5622802.000000 Penalty: 5421.410645
	Iteration 15Q: 3 clusters Score -5622802 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5623052.000000 Penalty: 5421.410645
	Iteration 16Q: 3 clusters Score -5623052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5623232.500000 Penalty: 5421.410645
	Iteration 17Q: 3 clusters Score -5623232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5623332.500000 Penalty: 5421.410645
	Iteration 18Q: 3 clusters Score -5623332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5623392.000000 Penalty: 5421.410645
	Iteration 19Q: 3 clusters Score -5623392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5623436.000000 Penalty: 5421.410645
	Iteration 20F: 3 clusters Score -5623436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5623482.000000 Penalty: 5421.410645
	Iteration 21Q: 3 clusters Score -5623482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5623503.000000 Penalty: 5421.410645
	Iteration 22Q: 3 clusters Score -5623503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5623514.500000 Penalty: 5421.410645
	Iteration 23Q: 3 clusters Score -5623514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5623527.000000 Penalty: 5421.410645
	Iteration 24Q: 3 clusters Score -5623527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5623526.500000 Penalty: 5421.410645
	Iteration 25Q: 3 clusters Score -5623526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5623531.000000 Penalty: 5421.410645
	Iteration 26Q: 3 clusters Score -5623531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5623542.000000 Penalty: 5421.410645
	Iteration 27Q: 3 clusters Score -5623542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5623549.000000 Penalty: 5421.410645
	Iteration 28Q: 3 clusters Score -5623549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5623553.000000 Penalty: 5421.410645
	Iteration 29Q: 3 clusters Score -5623553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5623549.500000 Penalty: 5421.410645
	Iteration 30Q: 3 clusters Score -5623550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5623556.500000 Penalty: 5421.410645
	Iteration 31Q: 3 clusters Score -5623556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5623557.000000 Penalty: 5421.410645
	Iteration 32Q: 3 clusters Score -5623557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5623578.000000 Penalty: 5421.410645
	Iteration 33Q: 3 clusters Score -5623578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5623576.500000 Penalty: 5421.410645
	Iteration 34Q: 3 clusters Score -5623576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5623580.000000 Penalty: 5421.410645
	Iteration 35Q: 3 clusters Score -5623580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5623581.000000 Penalty: 5421.410645
	Iteration 36Q: 3 clusters Score -5623581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5623578.500000 Penalty: 5421.410645
	Iteration 37Q: 3 clusters Score -5623578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5623578.500000 Penalty: 5421.410645
	Iteration 38F: 3 clusters Score -5623578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -576631.875000 Penalty: 2166.450195
	Iteration 0F: 2 clusters Score -576631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -571321.375000 Penalty: 4332.900391
	Iteration 0F: 3 clusters Score -571321.4 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -573046.687500 Penalty: 4332.900391
	Iteration 1F: 3 clusters Score -573046.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -573770.625000 Penalty: 4332.900391
	Iteration 2F: 3 clusters Score -573770.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -574507.687500 Penalty: 4332.900391
	Iteration 3F: 3 clusters Score -574507.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -575106.125000 Penalty: 4332.900391
	Iteration 4F: 3 clusters Score -575106.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -575599.812500 Penalty: 4332.900391
	Iteration 5F: 3 clusters Score -575599.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -576003.625000 Penalty: 4332.900391
	Iteration 6F: 3 clusters Score -576003.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -576230.875000 Penalty: 4332.900391
	Iteration 7Q: 3 clusters Score -576230.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -576340.625000 Penalty: 4332.900391
	Iteration 8Q: 3 clusters Score -576340.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -576403.875000 Penalty: 4332.900391
	Iteration 9Q: 3 clusters Score -576403.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -576449.375000 Penalty: 4332.900391
	Iteration 10Q: 3 clusters Score -576449.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -576478.437500 Penalty: 4332.900391
	Iteration 11Q: 3 clusters Score -576478.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -576500.437500 Penalty: 4332.900391
	Iteration 12Q: 3 clusters Score -576500.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -576524.375000 Penalty: 4332.900391
	Iteration 13Q: 3 clusters Score -576524.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -576538.375000 Penalty: 4332.900391
	Iteration 14Q: 3 clusters Score -576538.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -576550.250000 Penalty: 4332.900391
	Iteration 15Q: 3 clusters Score -576550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -576557.562500 Penalty: 4332.900391
	Iteration 16Q: 3 clusters Score -576557.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -576563.812500 Penalty: 4332.900391
	Iteration 17Q: 3 clusters Score -576563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -576567.750000 Penalty: 4332.900391
	Iteration 18Q: 3 clusters Score -576567.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -576571.437500 Penalty: 4332.900391
	Iteration 19Q: 3 clusters Score -576571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -576573.125000 Penalty: 4332.900391
	Iteration 20F: 3 clusters Score -576573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -576573.250000 Penalty: 4332.900391
	Iteration 21Q: 3 clusters Score -576573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -576575.125000 Penalty: 4332.900391
	Iteration 22Q: 3 clusters Score -576575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -576574.937500 Penalty: 4332.900391
	Iteration 23Q: 3 clusters Score -576574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -576576.750000 Penalty: 4332.900391
	Iteration 24Q: 3 clusters Score -576576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -576577.500000 Penalty: 4332.900391
	Iteration 25Q: 3 clusters Score -576577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -576580.125000 Penalty: 4332.900391
	Iteration 26Q: 3 clusters Score -576580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -576582.562500 Penalty: 4332.900391
	Iteration 27Q: 3 clusters Score -576582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -576583.250000 Penalty: 4332.900391
	Iteration 28Q: 3 clusters Score -576583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -576582.875000 Penalty: 4332.900391
	Iteration 29Q: 3 clusters Score -576582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -576583.312500 Penalty: 4332.900391
	Iteration 30Q: 3 clusters Score -576583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -576584.875000 Penalty: 4332.900391
	Iteration 31Q: 3 clusters Score -576584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -576586.125000 Penalty: 4332.900391
	Iteration 32Q: 3 clusters Score -576586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -576587.750000 Penalty: 4332.900391
	Iteration 33Q: 3 clusters Score -576587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -576585.937500 Penalty: 4332.900391
	Iteration 34Q: 3 clusters Score -576585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -576586.687500 Penalty: 4332.900391
	Iteration 35Q: 3 clusters Score -576586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -576586.687500 Penalty: 4332.900391
	Iteration 36F: 3 clusters Score -576586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Entering Unmasked Estep 
Score: -386239.406250 Penalty: 2066.531738
	Iteration 0F: 2 clusters Score -386239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -382257.031250 Penalty: 4133.063477
	Iteration 0F: 3 clusters Score -382257 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -383255.937500 Penalty: 4133.063477
	Iteration 1F: 3 clusters Score -383255.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -383632.468750 Penalty: 4133.063477
	Iteration 2F: 3 clusters Score -383632.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -384060.937500 Penalty: 4133.063477
	Iteration 3F: 3 clusters Score -384060.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -384480.562500 Penalty: 4133.063477
	Iteration 4F: 3 clusters Score -384480.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -384774.062500 Penalty: 4133.063477
	Iteration 5F: 3 clusters Score -384774.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -385007.312500 Penalty: 4133.063477
	Iteration 6F: 3 clusters Score -385007.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -385146.281250 Penalty: 4133.063477
	Iteration 7Q: 3 clusters Score -385146.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -385234.312500 Penalty: 4133.063477
	Iteration 8Q: 3 clusters Score -385234.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -385291.375000 Penalty: 4133.063477
	Iteration 9Q: 3 clusters Score -385291.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -385323.843750 Penalty: 4133.063477
	Iteration 10Q: 3 clusters Score -385323.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -385345.718750 Penalty: 4133.063477
	Iteration 11Q: 3 clusters Score -385345.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -385366.156250 Penalty: 4133.063477
	Iteration 12Q: 3 clusters Score -385366.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -385383.968750 Penalty: 4133.063477
	Iteration 13Q: 3 clusters Score -385384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -385395.843750 Penalty: 4133.063477
	Iteration 14Q: 3 clusters Score -385395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -385405.937500 Penalty: 4133.063477
	Iteration 15Q: 3 clusters Score -385405.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -385415.531250 Penalty: 4133.063477
	Iteration 16Q: 3 clusters Score -385415.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -385421.187500 Penalty: 4133.063477
	Iteration 17Q: 3 clusters Score -385421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -385423.968750 Penalty: 4133.063477
	Iteration 18Q: 3 clusters Score -385424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -385426.156250 Penalty: 4133.063477
	Iteration 19Q: 3 clusters Score -385426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -385428.906250 Penalty: 4133.063477
	Iteration 20F: 3 clusters Score -385428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -385433.000000 Penalty: 4133.063477
	Iteration 21Q: 3 clusters Score -385433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -385439.843750 Penalty: 4133.063477
	Iteration 22Q: 3 clusters Score -385439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -385450.468750 Penalty: 4133.063477
	Iteration 23Q: 3 clusters Score -385450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -385475.781250 Penalty: 4133.063477
	Iteration 24Q: 3 clusters Score -385475.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -385495.031250 Penalty: 4133.063477
	Iteration 25Q: 3 clusters Score -385495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -385503.468750 Penalty: 4133.063477
	Iteration 26Q: 3 clusters Score -385503.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -385508.687500 Penalty: 4133.063477
	Iteration 27Q: 3 clusters Score -385508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -385514.593750 Penalty: 4133.063477
	Iteration 28Q: 3 clusters Score -385514.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -385519.250000 Penalty: 4133.063477
	Iteration 29Q: 3 clusters Score -385519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -385522.781250 Penalty: 4133.063477
	Iteration 30Q: 3 clusters Score -385522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -385528.437500 Penalty: 4133.063477
	Iteration 31Q: 3 clusters Score -385528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -385530.468750 Penalty: 4133.063477
	Iteration 32Q: 3 clusters Score -385530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -385532.031250 Penalty: 4133.063477
	Iteration 33Q: 3 clusters Score -385532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -385533.000000 Penalty: 4133.063477
	Iteration 34Q: 3 clusters Score -385533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -385534.125000 Penalty: 4133.063477
	Iteration 35Q: 3 clusters Score -385534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -385535.437500 Penalty: 4133.063477
	Iteration 36Q: 3 clusters Score -385535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -385537.875000 Penalty: 4133.063477
	Iteration 37Q: 3 clusters Score -385537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -385537.625000 Penalty: 4133.063477
	Iteration 38Q: 3 clusters Score -385537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -385537.656250 Penalty: 4133.063477
	Iteration 39Q: 3 clusters Score -385537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -385538.656250 Penalty: 4133.063477
	Iteration 40F: 3 clusters Score -385538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -385538.656250 Penalty: 4133.063477
	Iteration 41Q: 3 clusters Score -385538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -385539.593750 Penalty: 4133.063477
	Iteration 42Q: 3 clusters Score -385539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -385540.062500 Penalty: 4133.063477
	Iteration 43Q: 3 clusters Score -385540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -385541.281250 Penalty: 4133.063477
	Iteration 44Q: 3 clusters Score -385541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385542.750000 Penalty: 4133.063477
	Iteration 45Q: 3 clusters Score -385542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -385542.968750 Penalty: 4133.063477
	Iteration 46Q: 3 clusters Score -385543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -385542.968750 Penalty: 4133.063477
	Iteration 47F: 3 clusters Score -385543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -425187.812500 Penalty: 2089.473633
	Iteration 0F: 2 clusters Score -425187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -420980.125000 Penalty: 4178.947266
	Iteration 0F: 3 clusters Score -420980.1 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -422288.531250 Penalty: 4178.947266
	Iteration 1F: 3 clusters Score -422288.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -422719.750000 Penalty: 4178.947266
	Iteration 2F: 3 clusters Score -422719.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -423092.875000 Penalty: 4178.947266
	Iteration 3F: 3 clusters Score -423092.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -423370.250000 Penalty: 4178.947266
	Iteration 4F: 3 clusters Score -423370.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -423530.312500 Penalty: 4178.947266
	Iteration 5Q: 3 clusters Score -423530.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -423645.437500 Penalty: 4178.947266
	Iteration 6Q: 3 clusters Score -423645.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -423722.531250 Penalty: 4178.947266
	Iteration 7Q: 3 clusters Score -423722.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -423788.687500 Penalty: 4178.947266
	Iteration 8Q: 3 clusters Score -423788.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -423854.687500 Penalty: 4178.947266
	Iteration 9Q: 3 clusters Score -423854.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -423938.343750 Penalty: 4178.947266
	Iteration 10Q: 3 clusters Score -423938.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -424013.656250 Penalty: 4178.947266
	Iteration 11Q: 3 clusters Score -424013.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -424066.656250 Penalty: 4178.947266
	Iteration 12Q: 3 clusters Score -424066.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -424125.656250 Penalty: 4178.947266
	Iteration 13Q: 3 clusters Score -424125.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -424164.562500 Penalty: 4178.947266
	Iteration 14Q: 3 clusters Score -424164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -424186.968750 Penalty: 4178.947266
	Iteration 15Q: 3 clusters Score -424187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -424200.781250 Penalty: 4178.947266
	Iteration 16Q: 3 clusters Score -424200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -424216.187500 Penalty: 4178.947266
	Iteration 17Q: 3 clusters Score -424216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -424226.593750 Penalty: 4178.947266
	Iteration 18Q: 3 clusters Score -424226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -424243.125000 Penalty: 4178.947266
	Iteration 19Q: 3 clusters Score -424243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -424259.093750 Penalty: 4178.947266
	Iteration 20F: 3 clusters Score -424259.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -424268.062500 Penalty: 4178.947266
	Iteration 21Q: 3 clusters Score -424268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -424278.156250 Penalty: 4178.947266
	Iteration 22Q: 3 clusters Score -424278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -424285.937500 Penalty: 4178.947266
	Iteration 23Q: 3 clusters Score -424285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -424288.468750 Penalty: 4178.947266
	Iteration 24Q: 3 clusters Score -424288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -424291.906250 Penalty: 4178.947266
	Iteration 25Q: 3 clusters Score -424291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -424293.906250 Penalty: 4178.947266
	Iteration 26Q: 3 clusters Score -424293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -424295.250000 Penalty: 4178.947266
	Iteration 27Q: 3 clusters Score -424295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -424295.250000 Penalty: 4178.947266
	Iteration 28F: 3 clusters Score -424295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55071 members 
Mstep: Class 5 contains 61417 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10011 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 35228 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16347 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 29937 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 5965 members 
Mstep: Class 34 contains 9287 members 
Mstep: Class 35 contains 5024 members 
Mstep: Class 36 contains 103809 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6313 members 
Mstep: Class 39 contains 55841 members 
Mstep: Class 40 contains 6221 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 4561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902200.000000 Penalty: 142338.593750
Iteration 119Q: 44 clusters Score -5.89022e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 15509 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55073 members 
Mstep: Class 5 contains 61414 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10010 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 4212 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8794 members 
Mstep: Class 20 contains 35230 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 16346 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 29938 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9779 members 
Mstep: Class 32 contains 2634 members 
Mstep: Class 33 contains 5971 members 
Mstep: Class 34 contains 9259 members 
Mstep: Class 35 contains 5027 members 
Mstep: Class 36 contains 103795 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6316 members 
Mstep: Class 39 contains 55834 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 4159 members 
Mstep: Class 42 contains 4562 members 
Mstep: Class 43 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902340.000000 Penalty: 142338.593750
Iteration 120F: 44 clusters Score -5.890234e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 15508 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55064 members 
Mstep: Class 5 contains 61413 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15645 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 10010 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24230 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 35231 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 16339 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9392 members 
Mstep: Class 26 contains 29941 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9779 members 
Mstep: Class 32 contains 2634 members 
Mstep: Class 33 contains 5974 members 
Mstep: Class 34 contains 9247 members 
Mstep: Class 35 contains 5029 members 
Mstep: Class 36 contains 103783 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6320 members 
Mstep: Class 39 contains 55797 members 
Mstep: Class 40 contains 6264 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4562 members 
Mstep: Class 43 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902508.000000 Penalty: 142338.593750
Iteration 121Q: 44 clusters Score -5.890251e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 15508 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55064 members 
Mstep: Class 5 contains 61410 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15640 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8786 members 
Mstep: Class 20 contains 35234 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 16336 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9387 members 
Mstep: Class 26 contains 29939 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 5980 members 
Mstep: Class 34 contains 9261 members 
Mstep: Class 35 contains 5033 members 
Mstep: Class 36 contains 103778 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6323 members 
Mstep: Class 39 contains 55783 members 
Mstep: Class 40 contains 6240 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902492.000000 Penalty: 142338.593750
Iteration 122Q: 44 clusters Score -5.890249e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55057 members 
Mstep: Class 5 contains 61407 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24239 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 8783 members 
Mstep: Class 20 contains 35235 members 
Mstep: Class 21 contains 6185 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 16332 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9385 members 
Mstep: Class 26 contains 29940 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 5985 members 
Mstep: Class 34 contains 9272 members 
Mstep: Class 35 contains 5033 members 
Mstep: Class 36 contains 103775 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6329 members 
Mstep: Class 39 contains 55771 members 
Mstep: Class 40 contains 6232 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902364.000000 Penalty: 142338.593750
Iteration 123Q: 44 clusters Score -5.890236e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55055 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 24244 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 35238 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 16330 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9380 members 
Mstep: Class 26 contains 29939 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9773 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 5988 members 
Mstep: Class 34 contains 9277 members 
Mstep: Class 35 contains 5037 members 
Mstep: Class 36 contains 103767 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6333 members 
Mstep: Class 39 contains 55758 members 
Mstep: Class 40 contains 6233 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902544.000000 Penalty: 142338.593750
Iteration 124Q: 44 clusters Score -5.890254e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15505 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55056 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 15627 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 16234 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 24246 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 35238 members 
Mstep: Class 21 contains 6181 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 16329 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9381 members 
Mstep: Class 26 contains 29939 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9771 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 5992 members 
Mstep: Class 34 contains 9278 members 
Mstep: Class 35 contains 5044 members 
Mstep: Class 36 contains 103758 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6334 members 
Mstep: Class 39 contains 55747 members 
Mstep: Class 40 contains 6242 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902496.000000 Penalty: 142338.593750
Iteration 125Q: 44 clusters Score -5.89025e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55053 members 
Mstep: Class 5 contains 61404 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24248 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 6178 members 
Mstep: Class 22 contains 12570 members 
Mstep: Class 23 contains 16327 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9379 members 
Mstep: Class 26 contains 29939 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 5996 members 
Mstep: Class 34 contains 9279 members 
Mstep: Class 35 contains 5052 members 
Mstep: Class 36 contains 103747 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6335 members 
Mstep: Class 39 contains 55737 members 
Mstep: Class 40 contains 6250 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902432.000000 Penalty: 142338.593750
Iteration 126Q: 44 clusters Score -5.890243e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55052 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24249 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8779 members 
Mstep: Class 20 contains 35240 members 
Mstep: Class 21 contains 6176 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 16322 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9379 members 
Mstep: Class 26 contains 29944 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6002 members 
Mstep: Class 34 contains 9286 members 
Mstep: Class 35 contains 5052 members 
Mstep: Class 36 contains 103745 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6335 members 
Mstep: Class 39 contains 55730 members 
Mstep: Class 40 contains 6254 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902508.000000 Penalty: 142338.593750
Iteration 127Q: 44 clusters Score -5.890251e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 15499 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55052 members 
Mstep: Class 5 contains 61397 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 15613 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8779 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6175 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 16319 members 
Mstep: Class 24 contains 4317 members 
Mstep: Class 25 contains 9380 members 
Mstep: Class 26 contains 29944 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6005 members 
Mstep: Class 34 contains 9287 members 
Mstep: Class 35 contains 5057 members 
Mstep: Class 36 contains 103742 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6336 members 
Mstep: Class 39 contains 55724 members 
Mstep: Class 40 contains 6258 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902496.000000 Penalty: 142338.593750
Iteration 128Q: 44 clusters Score -5.89025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 15500 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55052 members 
Mstep: Class 5 contains 61396 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10007 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8778 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6175 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 16317 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9379 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6008 members 
Mstep: Class 34 contains 9289 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 103741 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6339 members 
Mstep: Class 39 contains 55724 members 
Mstep: Class 40 contains 6255 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902516.000000 Penalty: 142338.593750
Iteration 129Q: 44 clusters Score -5.890252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 15498 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55051 members 
Mstep: Class 5 contains 61395 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16229 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8776 members 
Mstep: Class 20 contains 35242 members 
Mstep: Class 21 contains 6175 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 16314 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9378 members 
Mstep: Class 26 contains 29942 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6009 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5069 members 
Mstep: Class 36 contains 103742 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6342 members 
Mstep: Class 39 contains 55723 members 
Mstep: Class 40 contains 6254 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902540.000000 Penalty: 142338.593750
Iteration 130Q: 44 clusters Score -5.890254e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55051 members 
Mstep: Class 5 contains 61392 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24253 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8775 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 16311 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9378 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5070 members 
Mstep: Class 36 contains 103738 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6344 members 
Mstep: Class 39 contains 55715 members 
Mstep: Class 40 contains 6255 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902580.000000 Penalty: 142338.593750
Iteration 131Q: 44 clusters Score -5.890258e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55050 members 
Mstep: Class 5 contains 61388 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8774 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 16309 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9377 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9294 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 103738 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6348 members 
Mstep: Class 39 contains 55707 members 
Mstep: Class 40 contains 6256 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902632.000000 Penalty: 142338.593750
Iteration 132Q: 44 clusters Score -5.890263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55048 members 
Mstep: Class 5 contains 61387 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16233 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8775 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 16310 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9375 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9295 members 
Mstep: Class 35 contains 5079 members 
Mstep: Class 36 contains 103734 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6351 members 
Mstep: Class 39 contains 55700 members 
Mstep: Class 40 contains 6256 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902604.000000 Penalty: 142338.593750
Iteration 133Q: 44 clusters Score -5.89026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 61387 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24253 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8773 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9375 members 
Mstep: Class 26 contains 29945 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 5085 members 
Mstep: Class 36 contains 103731 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6352 members 
Mstep: Class 39 contains 55693 members 
Mstep: Class 40 contains 6258 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902612.000000 Penalty: 142338.593750
Iteration 134Q: 44 clusters Score -5.890261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 61384 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24254 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8770 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9372 members 
Mstep: Class 26 contains 29945 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9298 members 
Mstep: Class 35 contains 5089 members 
Mstep: Class 36 contains 103725 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6352 members 
Mstep: Class 39 contains 55687 members 
Mstep: Class 40 contains 6262 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902564.000000 Penalty: 142338.593750
Iteration 135Q: 44 clusters Score -5.890256e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 61383 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16234 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24254 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 35242 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 12587 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9368 members 
Mstep: Class 26 contains 29946 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9298 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 103721 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6353 members 
Mstep: Class 39 contains 55677 members 
Mstep: Class 40 contains 6267 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902568.000000 Penalty: 142338.593750
Iteration 136Q: 44 clusters Score -5.890257e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55043 members 
Mstep: Class 5 contains 61381 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16234 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8764 members 
Mstep: Class 20 contains 35245 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9366 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9771 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9298 members 
Mstep: Class 35 contains 5095 members 
Mstep: Class 36 contains 103714 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6355 members 
Mstep: Class 39 contains 55671 members 
Mstep: Class 40 contains 6270 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902612.000000 Penalty: 142338.593750
Iteration 137Q: 44 clusters Score -5.890261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 61380 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16234 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 35244 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9772 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9298 members 
Mstep: Class 35 contains 5099 members 
Mstep: Class 36 contains 103705 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6356 members 
Mstep: Class 39 contains 55669 members 
Mstep: Class 40 contains 6275 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902632.000000 Penalty: 142338.593750
Iteration 138Q: 44 clusters Score -5.890263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55043 members 
Mstep: Class 5 contains 61380 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8752 members 
Mstep: Class 20 contains 35244 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9772 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 6011 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 5103 members 
Mstep: Class 36 contains 103689 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6357 members 
Mstep: Class 39 contains 55665 members 
Mstep: Class 40 contains 6284 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902628.000000 Penalty: 142338.593750
Iteration 139Q: 44 clusters Score -5.890263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 61380 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8748 members 
Mstep: Class 20 contains 35245 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9772 members 
Mstep: Class 32 contains 2634 members 
Mstep: Class 33 contains 6012 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 5106 members 
Mstep: Class 36 contains 103677 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6359 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6287 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902584.000000 Penalty: 142338.593750
Iteration 140F: 44 clusters Score -5.890258e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55043 members 
Mstep: Class 5 contains 61378 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 5697 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8743 members 
Mstep: Class 20 contains 35245 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9771 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 6012 members 
Mstep: Class 34 contains 9298 members 
Mstep: Class 35 contains 5110 members 
Mstep: Class 36 contains 103665 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55665 members 
Mstep: Class 40 contains 6293 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902612.000000 Penalty: 142338.593750
Iteration 141Q: 44 clusters Score -5.890261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 15488 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55041 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8742 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2700 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9771 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 6014 members 
Mstep: Class 34 contains 9299 members 
Mstep: Class 35 contains 5113 members 
Mstep: Class 36 contains 103657 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55662 members 
Mstep: Class 40 contains 6295 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902588.000000 Penalty: 142338.593750
Iteration 142Q: 44 clusters Score -5.890259e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 15488 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 61378 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15612 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2699 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 6016 members 
Mstep: Class 34 contains 9298 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 103646 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55659 members 
Mstep: Class 40 contains 6298 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902608.000000 Penalty: 142338.593750
Iteration 143Q: 44 clusters Score -5.890261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 15486 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 61378 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29946 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 103635 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55655 members 
Mstep: Class 40 contains 6300 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902608.000000 Penalty: 142338.593750
Iteration 144Q: 44 clusters Score -5.890261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 15484 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 61378 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 16297 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6019 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 103619 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55650 members 
Mstep: Class 40 contains 6306 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902604.000000 Penalty: 142338.593750
Iteration 145Q: 44 clusters Score -5.89026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 15484 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 61378 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29948 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6019 members 
Mstep: Class 34 contains 9295 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 103603 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55646 members 
Mstep: Class 40 contains 6311 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902608.000000 Penalty: 142338.593750
Iteration 146Q: 44 clusters Score -5.890261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 15484 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55039 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16295 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6019 members 
Mstep: Class 34 contains 9294 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 103579 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6361 members 
Mstep: Class 39 contains 55646 members 
Mstep: Class 40 contains 6313 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902604.000000 Penalty: 142338.593750
Iteration 147Q: 44 clusters Score -5.89026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 15482 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55039 members 
Mstep: Class 5 contains 61376 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 24256 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25009 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6019 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 103554 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55646 members 
Mstep: Class 40 contains 6316 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4563 members 
Mstep: Class 43 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902632.000000 Penalty: 142338.593750
Iteration 148Q: 44 clusters Score -5.890263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 15481 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24257 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29946 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6019 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 103529 members 
Mstep: Class 37 contains 5449 members 
Mstep: Class 38 contains 6360 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902660.000000 Penalty: 142338.593750
Iteration 149Q: 44 clusters Score -5.890266e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55038 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24257 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 25012 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35245 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6020 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 103501 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6361 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902556.000000 Penalty: 142338.593750
Iteration 150Q: 44 clusters Score -5.890256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 15479 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55037 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24257 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25012 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35244 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6022 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 103475 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6362 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902580.000000 Penalty: 142338.593750
Iteration 151Q: 44 clusters Score -5.890258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55038 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24257 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25012 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6024 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103457 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902560.000000 Penalty: 142338.593750
Iteration 152Q: 44 clusters Score -5.890256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55039 members 
Mstep: Class 5 contains 61374 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24257 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6024 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103439 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902540.000000 Penalty: 142338.593750
Iteration 153Q: 44 clusters Score -5.890254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55039 members 
Mstep: Class 5 contains 61373 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25014 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16294 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6024 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103413 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902556.000000 Penalty: 142338.593750
Iteration 154Q: 44 clusters Score -5.890256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55037 members 
Mstep: Class 5 contains 61372 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25015 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16293 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6024 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103393 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902552.000000 Penalty: 142338.593750
Iteration 155Q: 44 clusters Score -5.890255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55035 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6024 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103378 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55644 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902564.000000 Penalty: 142338.593750
Iteration 156Q: 44 clusters Score -5.890256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55033 members 
Mstep: Class 5 contains 61369 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6025 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103363 members 
Mstep: Class 37 contains 5450 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55644 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902576.000000 Penalty: 142338.593750
Iteration 157Q: 44 clusters Score -5.890258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 55031 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24258 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16290 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6026 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103346 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55644 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58902588.000000 Penalty: 142338.593750
Iteration 158Q: 44 clusters Score -5.890259e+07 nChanged 20
Entering ConstructFrom: 
Score: -58902588.000000 Penalty: 142338.593750
Entering ConstructFrom: 
Trying to split cluster 1 (14395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Entering Unmasked Estep 
Score: -1413805.125000 Penalty: 2374.509766
	Iteration 0F: 2 clusters Score -1413805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1403349.250000 Penalty: 4749.019531
	Iteration 0F: 3 clusters Score -1403349 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1406661.125000 Penalty: 4749.019531
	Iteration 1F: 3 clusters Score -1406661 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1407029.125000 Penalty: 4749.019531
	Iteration 2F: 3 clusters Score -1407029 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1407314.000000 Penalty: 4749.019531
	Iteration 3Q: 3 clusters Score -1407314 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1407557.125000 Penalty: 4749.019531
	Iteration 4Q: 3 clusters Score -1407557 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1407757.250000 Penalty: 4749.019531
	Iteration 5Q: 3 clusters Score -1407757 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1407966.000000 Penalty: 4749.019531
	Iteration 6Q: 3 clusters Score -1407966 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1408165.750000 Penalty: 4749.019531
	Iteration 7Q: 3 clusters Score -1408166 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1408355.000000 Penalty: 4749.019531
	Iteration 8Q: 3 clusters Score -1408355 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1408557.000000 Penalty: 4749.019531
	Iteration 9Q: 3 clusters Score -1408557 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1408785.250000 Penalty: 4749.019531
	Iteration 10Q: 3 clusters Score -1408785 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1409041.625000 Penalty: 4749.019531
	Iteration 11Q: 3 clusters Score -1409042 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1409310.375000 Penalty: 4749.019531
	Iteration 12Q: 3 clusters Score -1409310 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1409561.500000 Penalty: 4749.019531
	Iteration 13Q: 3 clusters Score -1409562 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1409826.000000 Penalty: 4749.019531
	Iteration 14Q: 3 clusters Score -1409826 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1410064.875000 Penalty: 4749.019531
	Iteration 15Q: 3 clusters Score -1410065 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1410267.500000 Penalty: 4749.019531
	Iteration 16Q: 3 clusters Score -1410268 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1410441.875000 Penalty: 4749.019531
	Iteration 17Q: 3 clusters Score -1410442 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1410599.750000 Penalty: 4749.019531
	Iteration 18Q: 3 clusters Score -1410600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1410714.875000 Penalty: 4749.019531
	Iteration 19Q: 3 clusters Score -1410715 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1410825.375000 Penalty: 4749.019531
	Iteration 20F: 3 clusters Score -1410825 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1410918.625000 Penalty: 4749.019531
	Iteration 21Q: 3 clusters Score -1410919 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1410995.000000 Penalty: 4749.019531
	Iteration 22Q: 3 clusters Score -1410995 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1411059.875000 Penalty: 4749.019531
	Iteration 23Q: 3 clusters Score -1411060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1411117.875000 Penalty: 4749.019531
	Iteration 24Q: 3 clusters Score -1411118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1411173.875000 Penalty: 4749.019531
	Iteration 25Q: 3 clusters Score -1411174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1411234.375000 Penalty: 4749.019531
	Iteration 26Q: 3 clusters Score -1411234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1411294.000000 Penalty: 4749.019531
	Iteration 27Q: 3 clusters Score -1411294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1411349.875000 Penalty: 4749.019531
	Iteration 28Q: 3 clusters Score -1411350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1411396.250000 Penalty: 4749.019531
	Iteration 29Q: 3 clusters Score -1411396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1411433.250000 Penalty: 4749.019531
	Iteration 30Q: 3 clusters Score -1411433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1411470.000000 Penalty: 4749.019531
	Iteration 31Q: 3 clusters Score -1411470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1411491.875000 Penalty: 4749.019531
	Iteration 32Q: 3 clusters Score -1411492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1411509.625000 Penalty: 4749.019531
	Iteration 33Q: 3 clusters Score -1411510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1411524.000000 Penalty: 4749.019531
	Iteration 34Q: 3 clusters Score -1411524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1411536.375000 Penalty: 4749.019531
	Iteration 35Q: 3 clusters Score -1411536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1411545.250000 Penalty: 4749.019531
	Iteration 36Q: 3 clusters Score -1411545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1411560.375000 Penalty: 4749.019531
	Iteration 37Q: 3 clusters Score -1411560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1411569.875000 Penalty: 4749.019531
	Iteration 38Q: 3 clusters Score -1411570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1411579.500000 Penalty: 4749.019531
	Iteration 39Q: 3 clusters Score -1411580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1411589.125000 Penalty: 4749.019531
	Iteration 40F: 3 clusters Score -1411589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1411596.625000 Penalty: 4749.019531
	Iteration 41Q: 3 clusters Score -1411597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1411605.250000 Penalty: 4749.019531
	Iteration 42Q: 3 clusters Score -1411605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1411610.375000 Penalty: 4749.019531
	Iteration 43Q: 3 clusters Score -1411610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1411612.875000 Penalty: 4749.019531
	Iteration 44Q: 3 clusters Score -1411613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1411615.250000 Penalty: 4749.019531
	Iteration 45Q: 3 clusters Score -1411615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1411618.125000 Penalty: 4749.019531
	Iteration 46Q: 3 clusters Score -1411618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1411619.625000 Penalty: 4749.019531
	Iteration 47Q: 3 clusters Score -1411620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1411624.500000 Penalty: 4749.019531
	Iteration 48Q: 3 clusters Score -1411624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1411636.000000 Penalty: 4749.019531
	Iteration 49Q: 3 clusters Score -1411636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1411635.375000 Penalty: 4749.019531
	Iteration 50Q: 3 clusters Score -1411635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1411641.250000 Penalty: 4749.019531
	Iteration 51Q: 3 clusters Score -1411641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1411639.375000 Penalty: 4749.019531
	Iteration 52Q: 3 clusters Score -1411639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1411642.875000 Penalty: 4749.019531
	Iteration 53Q: 3 clusters Score -1411643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1411643.250000 Penalty: 4749.019531
	Iteration 54Q: 3 clusters Score -1411643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1411643.625000 Penalty: 4749.019531
	Iteration 55Q: 3 clusters Score -1411644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1411642.750000 Penalty: 4749.019531
	Iteration 56Q: 3 clusters Score -1411643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1411645.875000 Penalty: 4749.019531
	Iteration 57Q: 3 clusters Score -1411646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1411651.000000 Penalty: 4749.019531
	Iteration 58Q: 3 clusters Score -1411651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1411649.000000 Penalty: 4749.019531
	Iteration 59Q: 3 clusters Score -1411649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1411646.000000 Penalty: 4749.019531
	Iteration 60F: 3 clusters Score -1411646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1411645.125000 Penalty: 4749.019531
	Iteration 61Q: 3 clusters Score -1411645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1411646.125000 Penalty: 4749.019531
	Iteration 62Q: 3 clusters Score -1411646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1411647.500000 Penalty: 4749.019531
	Iteration 63Q: 3 clusters Score -1411648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1411650.875000 Penalty: 4749.019531
	Iteration 64Q: 3 clusters Score -1411651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1411649.750000 Penalty: 4749.019531
	Iteration 65Q: 3 clusters Score -1411650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1411654.750000 Penalty: 4749.019531
	Iteration 66Q: 3 clusters Score -1411655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1411661.375000 Penalty: 4749.019531
	Iteration 67Q: 3 clusters Score -1411661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1411663.500000 Penalty: 4749.019531
	Iteration 68Q: 3 clusters Score -1411664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1411661.875000 Penalty: 4749.019531
	Iteration 69Q: 3 clusters Score -1411662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1411661.625000 Penalty: 4749.019531
	Iteration 70Q: 3 clusters Score -1411662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1411661.125000 Penalty: 4749.019531
	Iteration 71Q: 3 clusters Score -1411661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1411661.250000 Penalty: 4749.019531
	Iteration 72Q: 3 clusters Score -1411661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1411661.250000 Penalty: 4749.019531
	Iteration 73F: 3 clusters Score -1411661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Entering Unmasked Estep 
Score: -1452119.750000 Penalty: 2392.499268
	Iteration 0F: 2 clusters Score -1452120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1441025.750000 Penalty: 4784.998535
	Iteration 0F: 3 clusters Score -1441026 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1444780.250000 Penalty: 4784.998535
	Iteration 1F: 3 clusters Score -1444780 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1445376.750000 Penalty: 4784.998535
	Iteration 2F: 3 clusters Score -1445377 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1445947.125000 Penalty: 4784.998535
	Iteration 3F: 3 clusters Score -1445947 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1446551.750000 Penalty: 4784.998535
	Iteration 4F: 3 clusters Score -1446552 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1447175.250000 Penalty: 4784.998535
	Iteration 5F: 3 clusters Score -1447175 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1447838.125000 Penalty: 4784.998535
	Iteration 6F: 3 clusters Score -1447838 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1448368.875000 Penalty: 4784.998535
	Iteration 7F: 3 clusters Score -1448369 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1448737.500000 Penalty: 4784.998535
	Iteration 8Q: 3 clusters Score -1448738 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1449025.250000 Penalty: 4784.998535
	Iteration 9Q: 3 clusters Score -1449025 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1449230.375000 Penalty: 4784.998535
	Iteration 10Q: 3 clusters Score -1449230 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1449374.375000 Penalty: 4784.998535
	Iteration 11Q: 3 clusters Score -1449374 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1449460.750000 Penalty: 4784.998535
	Iteration 12Q: 3 clusters Score -1449461 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1449531.375000 Penalty: 4784.998535
	Iteration 13Q: 3 clusters Score -1449531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1449597.750000 Penalty: 4784.998535
	Iteration 14Q: 3 clusters Score -1449598 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1449642.250000 Penalty: 4784.998535
	Iteration 15Q: 3 clusters Score -1449642 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1449691.375000 Penalty: 4784.998535
	Iteration 16Q: 3 clusters Score -1449691 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1449748.250000 Penalty: 4784.998535
	Iteration 17Q: 3 clusters Score -1449748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1449785.875000 Penalty: 4784.998535
	Iteration 18Q: 3 clusters Score -1449786 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1449826.000000 Penalty: 4784.998535
	Iteration 19Q: 3 clusters Score -1449826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1449855.250000 Penalty: 4784.998535
	Iteration 20F: 3 clusters Score -1449855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1449895.625000 Penalty: 4784.998535
	Iteration 21Q: 3 clusters Score -1449896 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1449926.250000 Penalty: 4784.998535
	Iteration 22Q: 3 clusters Score -1449926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1449956.375000 Penalty: 4784.998535
	Iteration 23Q: 3 clusters Score -1449956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1449974.875000 Penalty: 4784.998535
	Iteration 24Q: 3 clusters Score -1449975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1449991.750000 Penalty: 4784.998535
	Iteration 25Q: 3 clusters Score -1449992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1450012.375000 Penalty: 4784.998535
	Iteration 26Q: 3 clusters Score -1450012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1450044.125000 Penalty: 4784.998535
	Iteration 27Q: 3 clusters Score -1450044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1450071.250000 Penalty: 4784.998535
	Iteration 28Q: 3 clusters Score -1450071 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1450095.500000 Penalty: 4784.998535
	Iteration 29Q: 3 clusters Score -1450096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1450121.375000 Penalty: 4784.998535
	Iteration 30Q: 3 clusters Score -1450121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1450144.875000 Penalty: 4784.998535
	Iteration 31Q: 3 clusters Score -1450145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1450171.625000 Penalty: 4784.998535
	Iteration 32Q: 3 clusters Score -1450172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1450207.625000 Penalty: 4784.998535
	Iteration 33Q: 3 clusters Score -1450208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1450236.625000 Penalty: 4784.998535
	Iteration 34Q: 3 clusters Score -1450237 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1450276.125000 Penalty: 4784.998535
	Iteration 35Q: 3 clusters Score -1450276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1450305.375000 Penalty: 4784.998535
	Iteration 36Q: 3 clusters Score -1450305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1450337.750000 Penalty: 4784.998535
	Iteration 37Q: 3 clusters Score -1450338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1450377.125000 Penalty: 4784.998535
	Iteration 38Q: 3 clusters Score -1450377 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1450408.625000 Penalty: 4784.998535
	Iteration 39Q: 3 clusters Score -1450409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1450443.875000 Penalty: 4784.998535
	Iteration 40F: 3 clusters Score -1450444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1450471.500000 Penalty: 4784.998535
	Iteration 41Q: 3 clusters Score -1450472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1450507.250000 Penalty: 4784.998535
	Iteration 42Q: 3 clusters Score -1450507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1450542.250000 Penalty: 4784.998535
	Iteration 43Q: 3 clusters Score -1450542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1450568.625000 Penalty: 4784.998535
	Iteration 44Q: 3 clusters Score -1450569 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1450596.875000 Penalty: 4784.998535
	Iteration 45Q: 3 clusters Score -1450597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1450618.250000 Penalty: 4784.998535
	Iteration 46Q: 3 clusters Score -1450618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1450635.250000 Penalty: 4784.998535
	Iteration 47Q: 3 clusters Score -1450635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1450654.375000 Penalty: 4784.998535
	Iteration 48Q: 3 clusters Score -1450654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1450663.125000 Penalty: 4784.998535
	Iteration 49Q: 3 clusters Score -1450663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1450675.250000 Penalty: 4784.998535
	Iteration 50Q: 3 clusters Score -1450675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1450685.250000 Penalty: 4784.998535
	Iteration 51Q: 3 clusters Score -1450685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1450692.500000 Penalty: 4784.998535
	Iteration 52Q: 3 clusters Score -1450692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1450706.000000 Penalty: 4784.998535
	Iteration 53Q: 3 clusters Score -1450706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1450716.625000 Penalty: 4784.998535
	Iteration 54Q: 3 clusters Score -1450717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1450723.375000 Penalty: 4784.998535
	Iteration 55Q: 3 clusters Score -1450723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1450730.375000 Penalty: 4784.998535
	Iteration 56Q: 3 clusters Score -1450730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1450738.500000 Penalty: 4784.998535
	Iteration 57Q: 3 clusters Score -1450738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1450746.375000 Penalty: 4784.998535
	Iteration 58Q: 3 clusters Score -1450746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1450750.875000 Penalty: 4784.998535
	Iteration 59Q: 3 clusters Score -1450751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1450759.375000 Penalty: 4784.998535
	Iteration 60F: 3 clusters Score -1450759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1450760.875000 Penalty: 4784.998535
	Iteration 61Q: 3 clusters Score -1450761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1450766.375000 Penalty: 4784.998535
	Iteration 62Q: 3 clusters Score -1450766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1450776.500000 Penalty: 4784.998535
	Iteration 63Q: 3 clusters Score -1450776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1450774.750000 Penalty: 4784.998535
	Iteration 64Q: 3 clusters Score -1450775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1450780.500000 Penalty: 4784.998535
	Iteration 65Q: 3 clusters Score -1450780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1450783.000000 Penalty: 4784.998535
	Iteration 66Q: 3 clusters Score -1450783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1450785.375000 Penalty: 4784.998535
	Iteration 67Q: 3 clusters Score -1450785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1450787.500000 Penalty: 4784.998535
	Iteration 68Q: 3 clusters Score -1450788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1450787.125000 Penalty: 4784.998535
	Iteration 69Q: 3 clusters Score -1450787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1450792.500000 Penalty: 4784.998535
	Iteration 70Q: 3 clusters Score -1450792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1450794.625000 Penalty: 4784.998535
	Iteration 71Q: 3 clusters Score -1450795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1450796.500000 Penalty: 4784.998535
	Iteration 72Q: 3 clusters Score -1450796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1450796.750000 Penalty: 4784.998535
	Iteration 73Q: 3 clusters Score -1450797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1450798.750000 Penalty: 4784.998535
	Iteration 74Q: 3 clusters Score -1450799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1450796.875000 Penalty: 4784.998535
	Iteration 75Q: 3 clusters Score -1450797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1450797.000000 Penalty: 4784.998535
	Iteration 76Q: 3 clusters Score -1450797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1450801.500000 Penalty: 4784.998535
	Iteration 77Q: 3 clusters Score -1450802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1450804.875000 Penalty: 4784.998535
	Iteration 78Q: 3 clusters Score -1450805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1450806.000000 Penalty: 4784.998535
	Iteration 79Q: 3 clusters Score -1450806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1450806.875000 Penalty: 4784.998535
	Iteration 80F: 3 clusters Score -1450807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1450805.250000 Penalty: 4784.998535
	Iteration 81Q: 3 clusters Score -1450805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1450803.625000 Penalty: 4784.998535
	Iteration 82Q: 3 clusters Score -1450804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1450803.625000 Penalty: 4784.998535
	Iteration 83Q: 3 clusters Score -1450804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1450805.250000 Penalty: 4784.998535
	Iteration 84Q: 3 clusters Score -1450805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1450808.000000 Penalty: 4784.998535
	Iteration 85Q: 3 clusters Score -1450808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1450810.750000 Penalty: 4784.998535
	Iteration 86Q: 3 clusters Score -1450811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1450809.000000 Penalty: 4784.998535
	Iteration 87Q: 3 clusters Score -1450809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1450811.375000 Penalty: 4784.998535
	Iteration 88Q: 3 clusters Score -1450811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1450815.000000 Penalty: 4784.998535
	Iteration 89Q: 3 clusters Score -1450815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1450813.625000 Penalty: 4784.998535
	Iteration 90Q: 3 clusters Score -1450814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1450811.125000 Penalty: 4784.998535
	Iteration 91Q: 3 clusters Score -1450811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1450807.750000 Penalty: 4784.998535
	Iteration 92Q: 3 clusters Score -1450808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1450811.500000 Penalty: 4784.998535
	Iteration 93Q: 3 clusters Score -1450812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1450812.750000 Penalty: 4784.998535
	Iteration 94Q: 3 clusters Score -1450813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1450813.500000 Penalty: 4784.998535
	Iteration 95Q: 3 clusters Score -1450814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1450813.875000 Penalty: 4784.998535
	Iteration 96Q: 3 clusters Score -1450814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1450813.250000 Penalty: 4784.998535
	Iteration 97Q: 3 clusters Score -1450813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1450816.750000 Penalty: 4784.998535
	Iteration 98Q: 3 clusters Score -1450817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1450818.000000 Penalty: 4784.998535
	Iteration 99Q: 3 clusters Score -1450818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1450816.125000 Penalty: 4784.998535
	Iteration 100F: 3 clusters Score -1450816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1450821.500000 Penalty: 4784.998535
	Iteration 101Q: 3 clusters Score -1450822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1450820.875000 Penalty: 4784.998535
	Iteration 102Q: 3 clusters Score -1450821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1450820.625000 Penalty: 4784.998535
	Iteration 103Q: 3 clusters Score -1450821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1450821.000000 Penalty: 4784.998535
	Iteration 104Q: 3 clusters Score -1450821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1450818.375000 Penalty: 4784.998535
	Iteration 105Q: 3 clusters Score -1450818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1450818.125000 Penalty: 4784.998535
	Iteration 106Q: 3 clusters Score -1450818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1450819.000000 Penalty: 4784.998535
	Iteration 107Q: 3 clusters Score -1450819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1450821.125000 Penalty: 4784.998535
	Iteration 108Q: 3 clusters Score -1450821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1450819.250000 Penalty: 4784.998535
	Iteration 109Q: 3 clusters Score -1450819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1450821.625000 Penalty: 4784.998535
	Iteration 110Q: 3 clusters Score -1450822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1450824.500000 Penalty: 4784.998535
	Iteration 111Q: 3 clusters Score -1450824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1450824.125000 Penalty: 4784.998535
	Iteration 112Q: 3 clusters Score -1450824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1450824.625000 Penalty: 4784.998535
	Iteration 113Q: 3 clusters Score -1450825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1450823.750000 Penalty: 4784.998535
	Iteration 114Q: 3 clusters Score -1450824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1450823.250000 Penalty: 4784.998535
	Iteration 115Q: 3 clusters Score -1450823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1450823.250000 Penalty: 4784.998535
	Iteration 116Q: 3 clusters Score -1450823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1450823.250000 Penalty: 4784.998535
	Iteration 117F: 3 clusters Score -1450823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -189729.484375 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -189729.5 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 1056 members 
Entering Unmasked Estep 
Score: -187109.515625 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -187109.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -187619.312500 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -187619.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -187749.343750 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -187749.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -187819.640625 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -187819.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -187863.781250 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -187863.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -187893.078125 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -187893.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -187915.859375 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -187915.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187928.375000 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -187928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -187937.796875 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -187937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -187948.484375 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -187948.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187955.968750 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -187956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -187966.671875 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -187966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -187973.375000 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -187973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -187976.937500 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -187976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187981.281250 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -187981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -187983.578125 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -187983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -187984.484375 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -187984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187986.062500 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -187986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187987.343750 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -187987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -187987.515625 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -187987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187988.234375 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -187988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -187990.625000 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -187990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187992.671875 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -187992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187994.984375 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -187995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187996.781250 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -187996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -188008.312500 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -188008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -188021.125000 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -188021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -188032.156250 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -188032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -188037.578125 Penalty: 3785.189941
	Iteration 28Q: 3 clusters Score -188037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -188045.968750 Penalty: 3785.189941
	Iteration 29Q: 3 clusters Score -188046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -188053.218750 Penalty: 3785.189941
	Iteration 30Q: 3 clusters Score -188053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188058.906250 Penalty: 3785.189941
	Iteration 31Q: 3 clusters Score -188058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188063.000000 Penalty: 3785.189941
	Iteration 32Q: 3 clusters Score -188063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188067.531250 Penalty: 3785.189941
	Iteration 33Q: 3 clusters Score -188067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188068.734375 Penalty: 3785.189941
	Iteration 34Q: 3 clusters Score -188068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -188070.062500 Penalty: 3785.189941
	Iteration 35Q: 3 clusters Score -188070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -188072.937500 Penalty: 3785.189941
	Iteration 36Q: 3 clusters Score -188072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -188075.750000 Penalty: 3785.189941
	Iteration 37Q: 3 clusters Score -188075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188080.703125 Penalty: 3785.189941
	Iteration 38Q: 3 clusters Score -188080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188089.421875 Penalty: 3785.189941
	Iteration 39Q: 3 clusters Score -188089.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188099.843750 Penalty: 3785.189941
	Iteration 40F: 3 clusters Score -188099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -188109.625000 Penalty: 3785.189941
	Iteration 41Q: 3 clusters Score -188109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -188118.875000 Penalty: 3785.189941
	Iteration 42Q: 3 clusters Score -188118.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188133.031250 Penalty: 3785.189941
	Iteration 43Q: 3 clusters Score -188133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -188148.375000 Penalty: 3785.189941
	Iteration 44Q: 3 clusters Score -188148.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188161.531250 Penalty: 3785.189941
	Iteration 45Q: 3 clusters Score -188161.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188175.734375 Penalty: 3785.189941
	Iteration 46Q: 3 clusters Score -188175.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188194.250000 Penalty: 3785.189941
	Iteration 47Q: 3 clusters Score -188194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188216.250000 Penalty: 3785.189941
	Iteration 48Q: 3 clusters Score -188216.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188241.968750 Penalty: 3785.189941
	Iteration 49Q: 3 clusters Score -188242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188276.171875 Penalty: 3785.189941
	Iteration 50Q: 3 clusters Score -188276.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -188302.218750 Penalty: 3785.189941
	Iteration 51Q: 3 clusters Score -188302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188325.812500 Penalty: 3785.189941
	Iteration 52Q: 3 clusters Score -188325.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188343.937500 Penalty: 3785.189941
	Iteration 53Q: 3 clusters Score -188343.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188365.359375 Penalty: 3785.189941
	Iteration 54Q: 3 clusters Score -188365.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188387.734375 Penalty: 3785.189941
	Iteration 55Q: 3 clusters Score -188387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188403.593750 Penalty: 3785.189941
	Iteration 56Q: 3 clusters Score -188403.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188414.125000 Penalty: 3785.189941
	Iteration 57Q: 3 clusters Score -188414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188420.593750 Penalty: 3785.189941
	Iteration 58Q: 3 clusters Score -188420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188428.343750 Penalty: 3785.189941
	Iteration 59Q: 3 clusters Score -188428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188436.484375 Penalty: 3785.189941
	Iteration 60F: 3 clusters Score -188436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188442.093750 Penalty: 3785.189941
	Iteration 61Q: 3 clusters Score -188442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -188450.156250 Penalty: 3785.189941
	Iteration 62Q: 3 clusters Score -188450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -188455.750000 Penalty: 3785.189941
	Iteration 63Q: 3 clusters Score -188455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188461.984375 Penalty: 3785.189941
	Iteration 64Q: 3 clusters Score -188462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -188464.359375 Penalty: 3785.189941
	Iteration 65Q: 3 clusters Score -188464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -188465.187500 Penalty: 3785.189941
	Iteration 66Q: 3 clusters Score -188465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -188465.703125 Penalty: 3785.189941
	Iteration 67Q: 3 clusters Score -188465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -188466.781250 Penalty: 3785.189941
	Iteration 68Q: 3 clusters Score -188466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -188466.781250 Penalty: 3785.189941
	Iteration 69F: 3 clusters Score -188466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Entering Unmasked Estep 
Score: -5385351.000000 Penalty: 2707.077148
	Iteration 0F: 2 clusters Score -5385351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5348359.500000 Penalty: 5414.154297
	Iteration 0F: 3 clusters Score -5348360 nChanged 25539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5362825.500000 Penalty: 5414.154297
	Iteration 1F: 3 clusters Score -5362826 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5363997.500000 Penalty: 5414.154297
	Iteration 2Q: 3 clusters Score -5363998 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -5365881.500000 Penalty: 5414.154297
	Iteration 3F: 3 clusters Score -5365882 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5368828.500000 Penalty: 5414.154297
	Iteration 4F: 3 clusters Score -5368828 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -5372701.000000 Penalty: 5414.154297
	Iteration 5F: 3 clusters Score -5372701 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5376637.000000 Penalty: 5414.154297
	Iteration 6F: 3 clusters Score -5376637 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5379548.500000 Penalty: 5414.154297
	Iteration 7F: 3 clusters Score -5379548 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5381509.500000 Penalty: 5414.154297
	Iteration 8F: 3 clusters Score -5381510 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5382835.500000 Penalty: 5414.154297
	Iteration 9Q: 3 clusters Score -5382836 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5383754.000000 Penalty: 5414.154297
	Iteration 10Q: 3 clusters Score -5383754 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5384502.000000 Penalty: 5414.154297
	Iteration 11Q: 3 clusters Score -5384502 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5385125.000000 Penalty: 5414.154297
	Iteration 12Q: 3 clusters Score -5385125 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -5385727.000000 Penalty: 5414.154297
	Iteration 13Q: 3 clusters Score -5385727 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5386282.000000 Penalty: 5414.154297
	Iteration 14Q: 3 clusters Score -5386282 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -5386752.500000 Penalty: 5414.154297
	Iteration 15Q: 3 clusters Score -5386752 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5387147.500000 Penalty: 5414.154297
	Iteration 16Q: 3 clusters Score -5387148 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5387432.000000 Penalty: 5414.154297
	Iteration 17Q: 3 clusters Score -5387432 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -5387654.500000 Penalty: 5414.154297
	Iteration 18Q: 3 clusters Score -5387654 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5387835.000000 Penalty: 5414.154297
	Iteration 19Q: 3 clusters Score -5387835 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5388022.500000 Penalty: 5414.154297
	Iteration 20F: 3 clusters Score -5388022 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5388174.000000 Penalty: 5414.154297
	Iteration 21Q: 3 clusters Score -5388174 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -5388312.000000 Penalty: 5414.154297
	Iteration 22Q: 3 clusters Score -5388312 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5388414.000000 Penalty: 5414.154297
	Iteration 23Q: 3 clusters Score -5388414 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5388559.500000 Penalty: 5414.154297
	Iteration 24Q: 3 clusters Score -5388560 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -5388704.000000 Penalty: 5414.154297
	Iteration 25Q: 3 clusters Score -5388704 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5388818.000000 Penalty: 5414.154297
	Iteration 26Q: 3 clusters Score -5388818 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5388942.000000 Penalty: 5414.154297
	Iteration 27Q: 3 clusters Score -5388942 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5389096.500000 Penalty: 5414.154297
	Iteration 28Q: 3 clusters Score -5389096 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5389225.000000 Penalty: 5414.154297
	Iteration 29Q: 3 clusters Score -5389225 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -5389358.000000 Penalty: 5414.154297
	Iteration 30Q: 3 clusters Score -5389358 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -5389499.000000 Penalty: 5414.154297
	Iteration 31Q: 3 clusters Score -5389499 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5389684.000000 Penalty: 5414.154297
	Iteration 32Q: 3 clusters Score -5389684 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5389798.000000 Penalty: 5414.154297
	Iteration 33Q: 3 clusters Score -5389798 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5389917.000000 Penalty: 5414.154297
	Iteration 34Q: 3 clusters Score -5389917 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5390023.000000 Penalty: 5414.154297
	Iteration 35Q: 3 clusters Score -5390023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -5390075.000000 Penalty: 5414.154297
	Iteration 36Q: 3 clusters Score -5390075 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5390142.500000 Penalty: 5414.154297
	Iteration 37Q: 3 clusters Score -5390142 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5390181.000000 Penalty: 5414.154297
	Iteration 38Q: 3 clusters Score -5390181 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5390221.500000 Penalty: 5414.154297
	Iteration 39Q: 3 clusters Score -5390222 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -5390272.000000 Penalty: 5414.154297
	Iteration 40F: 3 clusters Score -5390272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5390300.500000 Penalty: 5414.154297
	Iteration 41Q: 3 clusters Score -5390300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5390291.000000 Penalty: 5414.154297
	Iteration 42Q: 3 clusters Score -5390291 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5390329.000000 Penalty: 5414.154297
	Iteration 43Q: 3 clusters Score -5390329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5390343.500000 Penalty: 5414.154297
	Iteration 44Q: 3 clusters Score -5390344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5390341.000000 Penalty: 5414.154297
	Iteration 45Q: 3 clusters Score -5390341 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5390360.500000 Penalty: 5414.154297
	Iteration 46Q: 3 clusters Score -5390360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5390357.000000 Penalty: 5414.154297
	Iteration 47Q: 3 clusters Score -5390357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5390357.500000 Penalty: 5414.154297
	Iteration 48Q: 3 clusters Score -5390358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -5390368.000000 Penalty: 5414.154297
	Iteration 49Q: 3 clusters Score -5390368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5390362.000000 Penalty: 5414.154297
	Iteration 50Q: 3 clusters Score -5390362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5390372.500000 Penalty: 5414.154297
	Iteration 51Q: 3 clusters Score -5390372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -5390390.500000 Penalty: 5414.154297
	Iteration 52Q: 3 clusters Score -5390390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5390394.500000 Penalty: 5414.154297
	Iteration 53Q: 3 clusters Score -5390394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5390396.000000 Penalty: 5414.154297
	Iteration 54Q: 3 clusters Score -5390396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5390390.500000 Penalty: 5414.154297
	Iteration 55Q: 3 clusters Score -5390390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -5390393.500000 Penalty: 5414.154297
	Iteration 56Q: 3 clusters Score -5390394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -5390388.500000 Penalty: 5414.154297
	Iteration 57Q: 3 clusters Score -5390388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -5390395.500000 Penalty: 5414.154297
	Iteration 58Q: 3 clusters Score -5390396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5390395.500000 Penalty: 5414.154297
	Iteration 59Q: 3 clusters Score -5390396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5390392.500000 Penalty: 5414.154297
	Iteration 60F: 3 clusters Score -5390392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5390396.500000 Penalty: 5414.154297
	Iteration 61Q: 3 clusters Score -5390396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -5390386.500000 Penalty: 5414.154297
	Iteration 62Q: 3 clusters Score -5390386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5390390.000000 Penalty: 5414.154297
	Iteration 63Q: 3 clusters Score -5390390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -5390396.000000 Penalty: 5414.154297
	Iteration 64Q: 3 clusters Score -5390396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5390386.500000 Penalty: 5414.154297
	Iteration 65Q: 3 clusters Score -5390386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5390388.500000 Penalty: 5414.154297
	Iteration 66Q: 3 clusters Score -5390388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5390387.500000 Penalty: 5414.154297
	Iteration 67Q: 3 clusters Score -5390388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5390391.500000 Penalty: 5414.154297
	Iteration 68Q: 3 clusters Score -5390392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5390395.000000 Penalty: 5414.154297
	Iteration 69Q: 3 clusters Score -5390395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -5390392.500000 Penalty: 5414.154297
	Iteration 70Q: 3 clusters Score -5390392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5390394.000000 Penalty: 5414.154297
	Iteration 71Q: 3 clusters Score -5390394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -5390391.000000 Penalty: 5414.154297
	Iteration 72Q: 3 clusters Score -5390391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5390390.500000 Penalty: 5414.154297
	Iteration 73Q: 3 clusters Score -5390390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5390390.500000 Penalty: 5414.154297
	Iteration 74F: 3 clusters Score -5390390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6026 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103329 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 14138 members 
Entering Unmasked Estep 
Score: -58906964.000000 Penalty: 145648.796875
Splitting cluster 4 changes total score from -58902588.000000 to -58906964.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 5 (61371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Entering Unmasked Estep 
Score: -6168586.500000 Penalty: 2734.123779
	Iteration 0F: 2 clusters Score -6168586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6127290.500000 Penalty: 5468.247559
	Iteration 0F: 3 clusters Score -6127290 nChanged 28676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -6143912.000000 Penalty: 5468.247559
	Iteration 1F: 3 clusters Score -6143912 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -6144994.500000 Penalty: 5468.247559
	Iteration 2Q: 3 clusters Score -6144994 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6146395.500000 Penalty: 5468.247559
	Iteration 3Q: 3 clusters Score -6146396 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -6148190.000000 Penalty: 5468.247559
	Iteration 4F: 3 clusters Score -6148190 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -6150301.500000 Penalty: 5468.247559
	Iteration 5F: 3 clusters Score -6150302 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -6152777.500000 Penalty: 5468.247559
	Iteration 6F: 3 clusters Score -6152778 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -6155121.000000 Penalty: 5468.247559
	Iteration 7F: 3 clusters Score -6155121 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -6156925.500000 Penalty: 5468.247559
	Iteration 8F: 3 clusters Score -6156926 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6158067.500000 Penalty: 5468.247559
	Iteration 9Q: 3 clusters Score -6158068 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6158899.500000 Penalty: 5468.247559
	Iteration 10Q: 3 clusters Score -6158900 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -6159518.000000 Penalty: 5468.247559
	Iteration 11Q: 3 clusters Score -6159518 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -6160058.000000 Penalty: 5468.247559
	Iteration 12Q: 3 clusters Score -6160058 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6160443.000000 Penalty: 5468.247559
	Iteration 13Q: 3 clusters Score -6160443 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -6160810.500000 Penalty: 5468.247559
	Iteration 14Q: 3 clusters Score -6160810 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -6161111.500000 Penalty: 5468.247559
	Iteration 15Q: 3 clusters Score -6161112 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6161419.500000 Penalty: 5468.247559
	Iteration 16Q: 3 clusters Score -6161420 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6161684.000000 Penalty: 5468.247559
	Iteration 17Q: 3 clusters Score -6161684 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -6161941.000000 Penalty: 5468.247559
	Iteration 18Q: 3 clusters Score -6161941 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -6162156.500000 Penalty: 5468.247559
	Iteration 19Q: 3 clusters Score -6162156 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -6162325.000000 Penalty: 5468.247559
	Iteration 20F: 3 clusters Score -6162325 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6162429.000000 Penalty: 5468.247559
	Iteration 21Q: 3 clusters Score -6162429 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -6162484.500000 Penalty: 5468.247559
	Iteration 22Q: 3 clusters Score -6162484 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6162566.000000 Penalty: 5468.247559
	Iteration 23Q: 3 clusters Score -6162566 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6162607.500000 Penalty: 5468.247559
	Iteration 24Q: 3 clusters Score -6162608 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -6162641.000000 Penalty: 5468.247559
	Iteration 25Q: 3 clusters Score -6162641 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -6162671.500000 Penalty: 5468.247559
	Iteration 26Q: 3 clusters Score -6162672 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -6162719.000000 Penalty: 5468.247559
	Iteration 27Q: 3 clusters Score -6162719 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6162761.500000 Penalty: 5468.247559
	Iteration 28Q: 3 clusters Score -6162762 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -6162808.000000 Penalty: 5468.247559
	Iteration 29Q: 3 clusters Score -6162808 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -6162842.000000 Penalty: 5468.247559
	Iteration 30Q: 3 clusters Score -6162842 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -6162893.000000 Penalty: 5468.247559
	Iteration 31Q: 3 clusters Score -6162893 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -6162903.000000 Penalty: 5468.247559
	Iteration 32Q: 3 clusters Score -6162903 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -6162930.500000 Penalty: 5468.247559
	Iteration 33Q: 3 clusters Score -6162930 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -6162986.500000 Penalty: 5468.247559
	Iteration 34Q: 3 clusters Score -6162986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -6163006.000000 Penalty: 5468.247559
	Iteration 35Q: 3 clusters Score -6163006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -6163053.000000 Penalty: 5468.247559
	Iteration 36Q: 3 clusters Score -6163053 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -6163063.000000 Penalty: 5468.247559
	Iteration 37Q: 3 clusters Score -6163063 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -6163092.000000 Penalty: 5468.247559
	Iteration 38Q: 3 clusters Score -6163092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -6163135.000000 Penalty: 5468.247559
	Iteration 39Q: 3 clusters Score -6163135 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -6163161.500000 Penalty: 5468.247559
	Iteration 40F: 3 clusters Score -6163162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -6163202.500000 Penalty: 5468.247559
	Iteration 41Q: 3 clusters Score -6163202 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -6163236.500000 Penalty: 5468.247559
	Iteration 42Q: 3 clusters Score -6163236 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -6163254.000000 Penalty: 5468.247559
	Iteration 43Q: 3 clusters Score -6163254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -6163279.500000 Penalty: 5468.247559
	Iteration 44Q: 3 clusters Score -6163280 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6163319.000000 Penalty: 5468.247559
	Iteration 45Q: 3 clusters Score -6163319 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6163393.000000 Penalty: 5468.247559
	Iteration 46Q: 3 clusters Score -6163393 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -6163438.000000 Penalty: 5468.247559
	Iteration 47Q: 3 clusters Score -6163438 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -6163482.000000 Penalty: 5468.247559
	Iteration 48Q: 3 clusters Score -6163482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -6163500.000000 Penalty: 5468.247559
	Iteration 49Q: 3 clusters Score -6163500 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -6163544.500000 Penalty: 5468.247559
	Iteration 50Q: 3 clusters Score -6163544 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -6163603.000000 Penalty: 5468.247559
	Iteration 51Q: 3 clusters Score -6163603 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -6163671.000000 Penalty: 5468.247559
	Iteration 52Q: 3 clusters Score -6163671 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -6163738.500000 Penalty: 5468.247559
	Iteration 53Q: 3 clusters Score -6163738 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -6163832.000000 Penalty: 5468.247559
	Iteration 54Q: 3 clusters Score -6163832 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -6163890.500000 Penalty: 5468.247559
	Iteration 55Q: 3 clusters Score -6163890 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -6163949.500000 Penalty: 5468.247559
	Iteration 56Q: 3 clusters Score -6163950 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -6164024.000000 Penalty: 5468.247559
	Iteration 57Q: 3 clusters Score -6164024 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -6164098.000000 Penalty: 5468.247559
	Iteration 58Q: 3 clusters Score -6164098 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -6164196.000000 Penalty: 5468.247559
	Iteration 59Q: 3 clusters Score -6164196 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -6164311.500000 Penalty: 5468.247559
	Iteration 60F: 3 clusters Score -6164312 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -6164403.000000 Penalty: 5468.247559
	Iteration 61Q: 3 clusters Score -6164403 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -6164481.500000 Penalty: 5468.247559
	Iteration 62Q: 3 clusters Score -6164482 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -6164548.500000 Penalty: 5468.247559
	Iteration 63Q: 3 clusters Score -6164548 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6164632.500000 Penalty: 5468.247559
	Iteration 64Q: 3 clusters Score -6164632 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -6164714.000000 Penalty: 5468.247559
	Iteration 65Q: 3 clusters Score -6164714 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -6164815.500000 Penalty: 5468.247559
	Iteration 66Q: 3 clusters Score -6164816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6164899.000000 Penalty: 5468.247559
	Iteration 67Q: 3 clusters Score -6164899 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -6164974.500000 Penalty: 5468.247559
	Iteration 68Q: 3 clusters Score -6164974 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6165053.000000 Penalty: 5468.247559
	Iteration 69Q: 3 clusters Score -6165053 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -6165140.000000 Penalty: 5468.247559
	Iteration 70Q: 3 clusters Score -6165140 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -6165244.000000 Penalty: 5468.247559
	Iteration 71Q: 3 clusters Score -6165244 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6165339.000000 Penalty: 5468.247559
	Iteration 72Q: 3 clusters Score -6165339 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6165441.500000 Penalty: 5468.247559
	Iteration 73Q: 3 clusters Score -6165442 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -6165521.500000 Penalty: 5468.247559
	Iteration 74Q: 3 clusters Score -6165522 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6165582.000000 Penalty: 5468.247559
	Iteration 75Q: 3 clusters Score -6165582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -6165654.000000 Penalty: 5468.247559
	Iteration 76Q: 3 clusters Score -6165654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -6165698.500000 Penalty: 5468.247559
	Iteration 77Q: 3 clusters Score -6165698 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -6165745.500000 Penalty: 5468.247559
	Iteration 78Q: 3 clusters Score -6165746 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -6165787.000000 Penalty: 5468.247559
	Iteration 79Q: 3 clusters Score -6165787 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6165835.000000 Penalty: 5468.247559
	Iteration 80F: 3 clusters Score -6165835 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -6165885.000000 Penalty: 5468.247559
	Iteration 81Q: 3 clusters Score -6165885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6165908.500000 Penalty: 5468.247559
	Iteration 82Q: 3 clusters Score -6165908 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6165967.500000 Penalty: 5468.247559
	Iteration 83Q: 3 clusters Score -6165968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6165993.500000 Penalty: 5468.247559
	Iteration 84Q: 3 clusters Score -6165994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6165991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6166023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6166038.000000 Penalty: 5468.247559
	Iteration 87Q: 3 clusters Score -6166038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6166062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6166082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6166096.500000 Penalty: 5468.247559
	Iteration 90Q: 3 clusters Score -6166096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6166107.500000 Penalty: 5468.247559
	Iteration 91Q: 3 clusters Score -6166108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6166112.500000 Penalty: 5468.247559
	Iteration 92Q: 3 clusters Score -6166112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6166124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6166133.500000 Penalty: 5468.247559
	Iteration 94Q: 3 clusters Score -6166134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6166143.000000 Penalty: 5468.247559
	Iteration 95Q: 3 clusters Score -6166143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6166152.000000 Penalty: 5468.247559
	Iteration 96Q: 3 clusters Score -6166152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6166168.500000 Penalty: 5468.247559
	Iteration 97Q: 3 clusters Score -6166168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6166170.000000 Penalty: 5468.247559
	Iteration 98Q: 3 clusters Score -6166170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6166196.000000 Penalty: 5468.247559
	Iteration 99Q: 3 clusters Score -6166196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6166215.000000 Penalty: 5468.247559
	Iteration 100F: 3 clusters Score -6166215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6166220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6166222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6166233.000000 Penalty: 5468.247559
	Iteration 103Q: 3 clusters Score -6166233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6166242.000000 Penalty: 5468.247559
	Iteration 104Q: 3 clusters Score -6166242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6166236.000000 Penalty: 5468.247559
	Iteration 105Q: 3 clusters Score -6166236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6166237.000000 Penalty: 5468.247559
	Iteration 106Q: 3 clusters Score -6166237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6166237.500000 Penalty: 5468.247559
	Iteration 107Q: 3 clusters Score -6166238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6166242.000000 Penalty: 5468.247559
	Iteration 108Q: 3 clusters Score -6166242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6166261.500000 Penalty: 5468.247559
	Iteration 109Q: 3 clusters Score -6166262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6166264.500000 Penalty: 5468.247559
	Iteration 110Q: 3 clusters Score -6166264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6166272.500000 Penalty: 5468.247559
	Iteration 111Q: 3 clusters Score -6166272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6166277.000000 Penalty: 5468.247559
	Iteration 112Q: 3 clusters Score -6166277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6166273.500000 Penalty: 5468.247559
	Iteration 113Q: 3 clusters Score -6166274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6166282.500000 Penalty: 5468.247559
	Iteration 114Q: 3 clusters Score -6166282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6166288.500000 Penalty: 5468.247559
	Iteration 115Q: 3 clusters Score -6166288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6166295.000000 Penalty: 5468.247559
	Iteration 116Q: 3 clusters Score -6166295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6166290.000000 Penalty: 5468.247559
	Iteration 117Q: 3 clusters Score -6166290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6166289.500000 Penalty: 5468.247559
	Iteration 118Q: 3 clusters Score -6166290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6166288.000000 Penalty: 5468.247559
	Iteration 119Q: 3 clusters Score -6166288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6166295.000000 Penalty: 5468.247559
	Iteration 120F: 3 clusters Score -6166295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6166298.000000 Penalty: 5468.247559
	Iteration 121Q: 3 clusters Score -6166298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6166294.000000 Penalty: 5468.247559
	Iteration 122Q: 3 clusters Score -6166294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6166293.500000 Penalty: 5468.247559
	Iteration 123Q: 3 clusters Score -6166294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6166305.000000 Penalty: 5468.247559
	Iteration 124Q: 3 clusters Score -6166305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6166297.500000 Penalty: 5468.247559
	Iteration 125Q: 3 clusters Score -6166298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6166305.000000 Penalty: 5468.247559
	Iteration 126Q: 3 clusters Score -6166305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6166291.500000 Penalty: 5468.247559
	Iteration 127Q: 3 clusters Score -6166292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6166290.500000 Penalty: 5468.247559
	Iteration 128Q: 3 clusters Score -6166290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6166305.500000 Penalty: 5468.247559
	Iteration 129Q: 3 clusters Score -6166306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6166302.500000 Penalty: 5468.247559
	Iteration 130Q: 3 clusters Score -6166302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6166316.500000 Penalty: 5468.247559
	Iteration 131Q: 3 clusters Score -6166316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6166315.500000 Penalty: 5468.247559
	Iteration 132Q: 3 clusters Score -6166316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6166314.000000 Penalty: 5468.247559
	Iteration 133Q: 3 clusters Score -6166314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6166324.500000 Penalty: 5468.247559
	Iteration 134Q: 3 clusters Score -6166324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6166327.000000 Penalty: 5468.247559
	Iteration 135Q: 3 clusters Score -6166327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6166324.500000 Penalty: 5468.247559
	Iteration 136Q: 3 clusters Score -6166324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6166335.000000 Penalty: 5468.247559
	Iteration 137Q: 3 clusters Score -6166335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6166342.000000 Penalty: 5468.247559
	Iteration 138Q: 3 clusters Score -6166342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6166343.000000 Penalty: 5468.247559
	Iteration 139Q: 3 clusters Score -6166343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6166350.500000 Penalty: 5468.247559
	Iteration 140F: 3 clusters Score -6166350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6166354.500000 Penalty: 5468.247559
	Iteration 141Q: 3 clusters Score -6166354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6166357.500000 Penalty: 5468.247559
	Iteration 142Q: 3 clusters Score -6166358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6166361.000000 Penalty: 5468.247559
	Iteration 143Q: 3 clusters Score -6166361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6166352.000000 Penalty: 5468.247559
	Iteration 144Q: 3 clusters Score -6166352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6166361.500000 Penalty: 5468.247559
	Iteration 145Q: 3 clusters Score -6166362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6166363.000000 Penalty: 5468.247559
	Iteration 146Q: 3 clusters Score -6166363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6166360.000000 Penalty: 5468.247559
	Iteration 147Q: 3 clusters Score -6166360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6166363.000000 Penalty: 5468.247559
	Iteration 148Q: 3 clusters Score -6166363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6166365.500000 Penalty: 5468.247559
	Iteration 149Q: 3 clusters Score -6166366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6166360.000000 Penalty: 5468.247559
	Iteration 150Q: 3 clusters Score -6166360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6166364.500000 Penalty: 5468.247559
	Iteration 151Q: 3 clusters Score -6166364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6166364.000000 Penalty: 5468.247559
	Iteration 152Q: 3 clusters Score -6166364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6166365.500000 Penalty: 5468.247559
	Iteration 153Q: 3 clusters Score -6166366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6166371.000000 Penalty: 5468.247559
	Iteration 154Q: 3 clusters Score -6166371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 155F: 3 clusters Score -6166371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -648904.187500 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -648904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -643304 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -644827.562500 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -644827.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -645114.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -645323.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -645494.562500 Penalty: 4375.359863
	Iteration 4Q: 3 clusters Score -645494.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -645658.437500 Penalty: 4375.359863
	Iteration 5Q: 3 clusters Score -645658.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -645797.625000 Penalty: 4375.359863
	Iteration 6Q: 3 clusters Score -645797.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -645920.250000 Penalty: 4375.359863
	Iteration 7Q: 3 clusters Score -645920.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -646003.250000 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -646003.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -646079.875000 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -646079.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -646158.625000 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -646158.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -646255.125000 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -646255.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -646344.125000 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -646344.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -646412.625000 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -646412.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -646482.750000 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -646482.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -646548.187500 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -646548.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -646611.250000 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -646611.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -646665.937500 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -646665.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -646711.437500 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -646711.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -646738.312500 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -646738.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -646759.312500 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -646759.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -646785.562500 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -646785.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -646807.437500 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -646807.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -646826.562500 Penalty: 4375.359863
	Iteration 23Q: 3 clusters Score -646826.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -646852.000000 Penalty: 4375.359863
	Iteration 24Q: 3 clusters Score -646852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -646877.062500 Penalty: 4375.359863
	Iteration 25Q: 3 clusters Score -646877.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -646894.687500 Penalty: 4375.359863
	Iteration 26Q: 3 clusters Score -646894.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -646916.812500 Penalty: 4375.359863
	Iteration 27Q: 3 clusters Score -646916.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -646934.500000 Penalty: 4375.359863
	Iteration 28Q: 3 clusters Score -646934.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -646948.375000 Penalty: 4375.359863
	Iteration 29Q: 3 clusters Score -646948.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -646961.750000 Penalty: 4375.359863
	Iteration 30Q: 3 clusters Score -646961.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -646973.000000 Penalty: 4375.359863
	Iteration 31Q: 3 clusters Score -646973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -646981.062500 Penalty: 4375.359863
	Iteration 32Q: 3 clusters Score -646981.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -646993.250000 Penalty: 4375.359863
	Iteration 33Q: 3 clusters Score -646993.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -647009.500000 Penalty: 4375.359863
	Iteration 34Q: 3 clusters Score -647009.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -647025.000000 Penalty: 4375.359863
	Iteration 35Q: 3 clusters Score -647025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -647039.375000 Penalty: 4375.359863
	Iteration 36Q: 3 clusters Score -647039.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -647052.875000 Penalty: 4375.359863
	Iteration 37Q: 3 clusters Score -647052.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -647063.375000 Penalty: 4375.359863
	Iteration 38Q: 3 clusters Score -647063.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -647074.750000 Penalty: 4375.359863
	Iteration 39Q: 3 clusters Score -647074.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -647084.562500 Penalty: 4375.359863
	Iteration 40F: 3 clusters Score -647084.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -647088.812500 Penalty: 4375.359863
	Iteration 41Q: 3 clusters Score -647088.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -647097.312500 Penalty: 4375.359863
	Iteration 42Q: 3 clusters Score -647097.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -647112.000000 Penalty: 4375.359863
	Iteration 43Q: 3 clusters Score -647112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -647127.000000 Penalty: 4375.359863
	Iteration 44Q: 3 clusters Score -647127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -647136.875000 Penalty: 4375.359863
	Iteration 45Q: 3 clusters Score -647136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -647142.750000 Penalty: 4375.359863
	Iteration 46Q: 3 clusters Score -647142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -647147.375000 Penalty: 4375.359863
	Iteration 47Q: 3 clusters Score -647147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -647153.812500 Penalty: 4375.359863
	Iteration 48Q: 3 clusters Score -647153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -647158.875000 Penalty: 4375.359863
	Iteration 49Q: 3 clusters Score -647158.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -647161.500000 Penalty: 4375.359863
	Iteration 50Q: 3 clusters Score -647161.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -647165.250000 Penalty: 4375.359863
	Iteration 51Q: 3 clusters Score -647165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -647169.500000 Penalty: 4375.359863
	Iteration 52Q: 3 clusters Score -647169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -647171.812500 Penalty: 4375.359863
	Iteration 53Q: 3 clusters Score -647171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -647176.000000 Penalty: 4375.359863
	Iteration 54Q: 3 clusters Score -647176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -647178.875000 Penalty: 4375.359863
	Iteration 55Q: 3 clusters Score -647178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -647177.562500 Penalty: 4375.359863
	Iteration 56Q: 3 clusters Score -647177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -647182.250000 Penalty: 4375.359863
	Iteration 57Q: 3 clusters Score -647182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -647185.562500 Penalty: 4375.359863
	Iteration 58Q: 3 clusters Score -647185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -647184.875000 Penalty: 4375.359863
	Iteration 59Q: 3 clusters Score -647184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -647184.875000 Penalty: 4375.359863
	Iteration 60F: 3 clusters Score -647184.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -1430770.750000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -1430771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1419535.500000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -1419536 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1423170.125000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -1423170 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1423655.500000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -1423656 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1424179.625000 Penalty: 4789.179199
	Iteration 3F: 3 clusters Score -1424180 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1424860.125000 Penalty: 4789.179199
	Iteration 4F: 3 clusters Score -1424860 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1425744.000000 Penalty: 4789.179199
	Iteration 5F: 3 clusters Score -1425744 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1426718.750000 Penalty: 4789.179199
	Iteration 6F: 3 clusters Score -1426719 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1427556.875000 Penalty: 4789.179199
	Iteration 7F: 3 clusters Score -1427557 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1428164.250000 Penalty: 4789.179199
	Iteration 8F: 3 clusters Score -1428164 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1428567.750000 Penalty: 4789.179199
	Iteration 9Q: 3 clusters Score -1428568 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1428820.375000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -1428820 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1428975.000000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -1428975 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1429053.125000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -1429053 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1429110.750000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -1429111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1429165.250000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -1429165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1429201.500000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -1429202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1429232.250000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -1429232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1429260.750000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -1429261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1429287.125000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -1429287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1429313.250000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -1429313 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1429333.750000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -1429334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1429345.875000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -1429346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1429367.000000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -1429367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1429390.500000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -1429390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1429408.875000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -1429409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1429427.125000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -1429427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1429442.750000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -1429443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1429451.000000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -1429451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1429462.250000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -1429462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1429469.625000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -1429470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1429477.250000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -1429477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1429477.125000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -1429477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1429480.250000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -1429480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1429488.875000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -1429489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1429495.125000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -1429495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1429502.250000 Penalty: 4789.179199
	Iteration 35Q: 3 clusters Score -1429502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1429512.500000 Penalty: 4789.179199
	Iteration 36Q: 3 clusters Score -1429512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1429519.250000 Penalty: 4789.179199
	Iteration 37Q: 3 clusters Score -1429519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1429526.500000 Penalty: 4789.179199
	Iteration 38Q: 3 clusters Score -1429526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1429534.250000 Penalty: 4789.179199
	Iteration 39Q: 3 clusters Score -1429534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1429537.625000 Penalty: 4789.179199
	Iteration 40F: 3 clusters Score -1429538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1429535.875000 Penalty: 4789.179199
	Iteration 41Q: 3 clusters Score -1429536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1429538.750000 Penalty: 4789.179199
	Iteration 42Q: 3 clusters Score -1429539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1429541.250000 Penalty: 4789.179199
	Iteration 43Q: 3 clusters Score -1429541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1429543.750000 Penalty: 4789.179199
	Iteration 44Q: 3 clusters Score -1429544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1429546.125000 Penalty: 4789.179199
	Iteration 45Q: 3 clusters Score -1429546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1429551.625000 Penalty: 4789.179199
	Iteration 46Q: 3 clusters Score -1429552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1429554.500000 Penalty: 4789.179199
	Iteration 47Q: 3 clusters Score -1429554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1429552.250000 Penalty: 4789.179199
	Iteration 48Q: 3 clusters Score -1429552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1429556.750000 Penalty: 4789.179199
	Iteration 49Q: 3 clusters Score -1429557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1429559.125000 Penalty: 4789.179199
	Iteration 50Q: 3 clusters Score -1429559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1429562.000000 Penalty: 4789.179199
	Iteration 51Q: 3 clusters Score -1429562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1429561.875000 Penalty: 4789.179199
	Iteration 52Q: 3 clusters Score -1429562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1429564.375000 Penalty: 4789.179199
	Iteration 53Q: 3 clusters Score -1429564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1429566.750000 Penalty: 4789.179199
	Iteration 54Q: 3 clusters Score -1429567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1429571.500000 Penalty: 4789.179199
	Iteration 55Q: 3 clusters Score -1429572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1429572.250000 Penalty: 4789.179199
	Iteration 56Q: 3 clusters Score -1429572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1429575.875000 Penalty: 4789.179199
	Iteration 57Q: 3 clusters Score -1429576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1429581.125000 Penalty: 4789.179199
	Iteration 58Q: 3 clusters Score -1429581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1429583.125000 Penalty: 4789.179199
	Iteration 59Q: 3 clusters Score -1429583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1429587.125000 Penalty: 4789.179199
	Iteration 60F: 3 clusters Score -1429587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1429589.125000 Penalty: 4789.179199
	Iteration 61Q: 3 clusters Score -1429589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1429586.375000 Penalty: 4789.179199
	Iteration 62Q: 3 clusters Score -1429586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1429592.375000 Penalty: 4789.179199
	Iteration 63Q: 3 clusters Score -1429592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1429592.625000 Penalty: 4789.179199
	Iteration 64Q: 3 clusters Score -1429593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1429595.375000 Penalty: 4789.179199
	Iteration 65Q: 3 clusters Score -1429595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1429590.250000 Penalty: 4789.179199
	Iteration 66Q: 3 clusters Score -1429590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1429594.750000 Penalty: 4789.179199
	Iteration 67Q: 3 clusters Score -1429595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1429597.875000 Penalty: 4789.179199
	Iteration 68Q: 3 clusters Score -1429598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1429605.625000 Penalty: 4789.179199
	Iteration 69Q: 3 clusters Score -1429606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1429608.250000 Penalty: 4789.179199
	Iteration 70Q: 3 clusters Score -1429608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1429611.000000 Penalty: 4789.179199
	Iteration 71Q: 3 clusters Score -1429611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1429614.750000 Penalty: 4789.179199
	Iteration 72Q: 3 clusters Score -1429615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1429616.000000 Penalty: 4789.179199
	Iteration 73Q: 3 clusters Score -1429616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1429617.750000 Penalty: 4789.179199
	Iteration 74Q: 3 clusters Score -1429618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1429623.875000 Penalty: 4789.179199
	Iteration 75Q: 3 clusters Score -1429624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1429622.125000 Penalty: 4789.179199
	Iteration 76Q: 3 clusters Score -1429622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1429624.125000 Penalty: 4789.179199
	Iteration 77Q: 3 clusters Score -1429624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1429625.000000 Penalty: 4789.179199
	Iteration 78Q: 3 clusters Score -1429625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1429624.750000 Penalty: 4789.179199
	Iteration 79Q: 3 clusters Score -1429625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1429626.500000 Penalty: 4789.179199
	Iteration 80F: 3 clusters Score -1429626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1429629.250000 Penalty: 4789.179199
	Iteration 81Q: 3 clusters Score -1429629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1429631.750000 Penalty: 4789.179199
	Iteration 82Q: 3 clusters Score -1429632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1429630.875000 Penalty: 4789.179199
	Iteration 83Q: 3 clusters Score -1429631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1429632.875000 Penalty: 4789.179199
	Iteration 84Q: 3 clusters Score -1429633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1429636.750000 Penalty: 4789.179199
	Iteration 85Q: 3 clusters Score -1429637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1429639.625000 Penalty: 4789.179199
	Iteration 86Q: 3 clusters Score -1429640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1429647.125000 Penalty: 4789.179199
	Iteration 87Q: 3 clusters Score -1429647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1429652.375000 Penalty: 4789.179199
	Iteration 88Q: 3 clusters Score -1429652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1429657.500000 Penalty: 4789.179199
	Iteration 89Q: 3 clusters Score -1429658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1429660.875000 Penalty: 4789.179199
	Iteration 90Q: 3 clusters Score -1429661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1429670.750000 Penalty: 4789.179199
	Iteration 91Q: 3 clusters Score -1429671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1429676.625000 Penalty: 4789.179199
	Iteration 92Q: 3 clusters Score -1429677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1429680.125000 Penalty: 4789.179199
	Iteration 93Q: 3 clusters Score -1429680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1429682.875000 Penalty: 4789.179199
	Iteration 94Q: 3 clusters Score -1429683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1429687.250000 Penalty: 4789.179199
	Iteration 95Q: 3 clusters Score -1429687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1429690.875000 Penalty: 4789.179199
	Iteration 96Q: 3 clusters Score -1429691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1429694.625000 Penalty: 4789.179199
	Iteration 97Q: 3 clusters Score -1429695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1429700.625000 Penalty: 4789.179199
	Iteration 98Q: 3 clusters Score -1429701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1429703.875000 Penalty: 4789.179199
	Iteration 99Q: 3 clusters Score -1429704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1429704.375000 Penalty: 4789.179199
	Iteration 100F: 3 clusters Score -1429704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1429709.250000 Penalty: 4789.179199
	Iteration 101Q: 3 clusters Score -1429709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1429710.750000 Penalty: 4789.179199
	Iteration 102Q: 3 clusters Score -1429711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1429709.750000 Penalty: 4789.179199
	Iteration 103Q: 3 clusters Score -1429710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1429716.125000 Penalty: 4789.179199
	Iteration 104Q: 3 clusters Score -1429716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1429716.250000 Penalty: 4789.179199
	Iteration 105Q: 3 clusters Score -1429716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1429718.125000 Penalty: 4789.179199
	Iteration 106Q: 3 clusters Score -1429718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1429716.625000 Penalty: 4789.179199
	Iteration 107Q: 3 clusters Score -1429717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1429718.250000 Penalty: 4789.179199
	Iteration 108Q: 3 clusters Score -1429718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1429720.000000 Penalty: 4789.179199
	Iteration 109Q: 3 clusters Score -1429720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1429720.500000 Penalty: 4789.179199
	Iteration 110Q: 3 clusters Score -1429720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1429722.750000 Penalty: 4789.179199
	Iteration 111Q: 3 clusters Score -1429723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1429729.000000 Penalty: 4789.179199
	Iteration 112Q: 3 clusters Score -1429729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1429734.125000 Penalty: 4789.179199
	Iteration 113Q: 3 clusters Score -1429734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1429734.625000 Penalty: 4789.179199
	Iteration 114Q: 3 clusters Score -1429735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1429734.500000 Penalty: 4789.179199
	Iteration 115Q: 3 clusters Score -1429734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1429735.875000 Penalty: 4789.179199
	Iteration 116Q: 3 clusters Score -1429736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1429736.625000 Penalty: 4789.179199
	Iteration 117Q: 3 clusters Score -1429737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1429738.250000 Penalty: 4789.179199
	Iteration 118Q: 3 clusters Score -1429738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1429740.125000 Penalty: 4789.179199
	Iteration 119Q: 3 clusters Score -1429740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1429744.250000 Penalty: 4789.179199
	Iteration 120F: 3 clusters Score -1429744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1429745.125000 Penalty: 4789.179199
	Iteration 121Q: 3 clusters Score -1429745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1429744.875000 Penalty: 4789.179199
	Iteration 122Q: 3 clusters Score -1429745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1429744.750000 Penalty: 4789.179199
	Iteration 123Q: 3 clusters Score -1429745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1429745.250000 Penalty: 4789.179199
	Iteration 124Q: 3 clusters Score -1429745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1429747.000000 Penalty: 4789.179199
	Iteration 125Q: 3 clusters Score -1429747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1429749.875000 Penalty: 4789.179199
	Iteration 126Q: 3 clusters Score -1429750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1429748.250000 Penalty: 4789.179199
	Iteration 127Q: 3 clusters Score -1429748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1429747.250000 Penalty: 4789.179199
	Iteration 128Q: 3 clusters Score -1429747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1429747.250000 Penalty: 4789.179199
	Iteration 129F: 3 clusters Score -1429747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -207291.234375 Penalty: 1951.801147
	Iteration 0F: 2 clusters Score -207291.2 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 1309 members 
Entering Unmasked Estep 
Score: -204365.968750 Penalty: 3903.602295
	Iteration 0F: 3 clusters Score -204366 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -205078.593750 Penalty: 3903.602295
	Iteration 1F: 3 clusters Score -205078.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -205261.187500 Penalty: 3903.602295
	Iteration 2F: 3 clusters Score -205261.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -205373.031250 Penalty: 3903.602295
	Iteration 3F: 3 clusters Score -205373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -205469.000000 Penalty: 3903.602295
	Iteration 4Q: 3 clusters Score -205469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -205545.937500 Penalty: 3903.602295
	Iteration 5Q: 3 clusters Score -205545.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -205624.906250 Penalty: 3903.602295
	Iteration 6Q: 3 clusters Score -205624.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -205705.937500 Penalty: 3903.602295
	Iteration 7Q: 3 clusters Score -205705.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -205824.125000 Penalty: 3903.602295
	Iteration 8Q: 3 clusters Score -205824.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -205979.843750 Penalty: 3903.602295
	Iteration 9Q: 3 clusters Score -205979.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -206138.703125 Penalty: 3903.602295
	Iteration 10Q: 3 clusters Score -206138.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206279.390625 Penalty: 3903.602295
	Iteration 11Q: 3 clusters Score -206279.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -206411.062500 Penalty: 3903.602295
	Iteration 12Q: 3 clusters Score -206411.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -206496.968750 Penalty: 3903.602295
	Iteration 13Q: 3 clusters Score -206497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -206546.593750 Penalty: 3903.602295
	Iteration 14Q: 3 clusters Score -206546.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -206588.765625 Penalty: 3903.602295
	Iteration 15Q: 3 clusters Score -206588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -206632.734375 Penalty: 3903.602295
	Iteration 16Q: 3 clusters Score -206632.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206667.812500 Penalty: 3903.602295
	Iteration 17Q: 3 clusters Score -206667.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -206709.390625 Penalty: 3903.602295
	Iteration 18Q: 3 clusters Score -206709.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206740.203125 Penalty: 3903.602295
	Iteration 19Q: 3 clusters Score -206740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -206780.640625 Penalty: 3903.602295
	Iteration 20F: 3 clusters Score -206780.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206830.343750 Penalty: 3903.602295
	Iteration 21Q: 3 clusters Score -206830.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -206859.734375 Penalty: 3903.602295
	Iteration 22Q: 3 clusters Score -206859.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206875.640625 Penalty: 3903.602295
	Iteration 23Q: 3 clusters Score -206875.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -206892.171875 Penalty: 3903.602295
	Iteration 24Q: 3 clusters Score -206892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -206900.265625 Penalty: 3903.602295
	Iteration 25Q: 3 clusters Score -206900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206903.531250 Penalty: 3903.602295
	Iteration 26Q: 3 clusters Score -206903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -206907.234375 Penalty: 3903.602295
	Iteration 27Q: 3 clusters Score -206907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -206909.984375 Penalty: 3903.602295
	Iteration 28Q: 3 clusters Score -206910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206912.406250 Penalty: 3903.602295
	Iteration 29Q: 3 clusters Score -206912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -206914.468750 Penalty: 3903.602295
	Iteration 30Q: 3 clusters Score -206914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -206915.140625 Penalty: 3903.602295
	Iteration 31Q: 3 clusters Score -206915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -206915.140625 Penalty: 3903.602295
	Iteration 32F: 3 clusters Score -206915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -177795.296875 Penalty: 1885.643066
	Iteration 0F: 2 clusters Score -177795.3 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 1016 members 
Entering Unmasked Estep 
Score: -175214.531250 Penalty: 3771.286133
	Iteration 0F: 3 clusters Score -175214.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -175714.296875 Penalty: 3771.286133
	Iteration 1F: 3 clusters Score -175714.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -175907.296875 Penalty: 3771.286133
	Iteration 2F: 3 clusters Score -175907.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176072.000000 Penalty: 3771.286133
	Iteration 3F: 3 clusters Score -176072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176204.171875 Penalty: 3771.286133
	Iteration 4F: 3 clusters Score -176204.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176324.000000 Penalty: 3771.286133
	Iteration 5Q: 3 clusters Score -176324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -176445.531250 Penalty: 3771.286133
	Iteration 6Q: 3 clusters Score -176445.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176597.968750 Penalty: 3771.286133
	Iteration 7F: 3 clusters Score -176598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176754.062500 Penalty: 3771.286133
	Iteration 8Q: 3 clusters Score -176754.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176913.296875 Penalty: 3771.286133
	Iteration 9Q: 3 clusters Score -176913.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177058.781250 Penalty: 3771.286133
	Iteration 10Q: 3 clusters Score -177058.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -177150.578125 Penalty: 3771.286133
	Iteration 11Q: 3 clusters Score -177150.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177195.375000 Penalty: 3771.286133
	Iteration 12Q: 3 clusters Score -177195.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177212.343750 Penalty: 3771.286133
	Iteration 13Q: 3 clusters Score -177212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -177221.468750 Penalty: 3771.286133
	Iteration 14Q: 3 clusters Score -177221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -177226.296875 Penalty: 3771.286133
	Iteration 15Q: 3 clusters Score -177226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177228.609375 Penalty: 3771.286133
	Iteration 16Q: 3 clusters Score -177228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177230.781250 Penalty: 3771.286133
	Iteration 17Q: 3 clusters Score -177230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177231.531250 Penalty: 3771.286133
	Iteration 18Q: 3 clusters Score -177231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177231.531250 Penalty: 3771.286133
	Iteration 19F: 3 clusters Score -177231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -959144.875000 Penalty: 2284.288330
	Iteration 0F: 2 clusters Score -959144.9 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 4982 members 
Entering Unmasked Estep 
Score: -951431.500000 Penalty: 4568.576660
	Iteration 0F: 3 clusters Score -951431.5 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -953665.500000 Penalty: 4568.576660
	Iteration 1F: 3 clusters Score -953665.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -953998.187500 Penalty: 4568.576660
	Iteration 2F: 3 clusters Score -953998.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -954260.812500 Penalty: 4568.576660
	Iteration 3F: 3 clusters Score -954260.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -954482.500000 Penalty: 4568.576660
	Iteration 4Q: 3 clusters Score -954482.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -954671.375000 Penalty: 4568.576660
	Iteration 5Q: 3 clusters Score -954671.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -954838.625000 Penalty: 4568.576660
	Iteration 6Q: 3 clusters Score -954838.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -955020.187500 Penalty: 4568.576660
	Iteration 7Q: 3 clusters Score -955020.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -955205.937500 Penalty: 4568.576660
	Iteration 8Q: 3 clusters Score -955205.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -955363.812500 Penalty: 4568.576660
	Iteration 9Q: 3 clusters Score -955363.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -955515.312500 Penalty: 4568.576660
	Iteration 10Q: 3 clusters Score -955515.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -955652.437500 Penalty: 4568.576660
	Iteration 11Q: 3 clusters Score -955652.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -955785.437500 Penalty: 4568.576660
	Iteration 12Q: 3 clusters Score -955785.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -955906.625000 Penalty: 4568.576660
	Iteration 13Q: 3 clusters Score -955906.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -956021.375000 Penalty: 4568.576660
	Iteration 14Q: 3 clusters Score -956021.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -956138.875000 Penalty: 4568.576660
	Iteration 15Q: 3 clusters Score -956138.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -956239.687500 Penalty: 4568.576660
	Iteration 16Q: 3 clusters Score -956239.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -956328.562500 Penalty: 4568.576660
	Iteration 17Q: 3 clusters Score -956328.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -956428.562500 Penalty: 4568.576660
	Iteration 18Q: 3 clusters Score -956428.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -956534.812500 Penalty: 4568.576660
	Iteration 19Q: 3 clusters Score -956534.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -956642.875000 Penalty: 4568.576660
	Iteration 20F: 3 clusters Score -956642.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -956760.437500 Penalty: 4568.576660
	Iteration 21Q: 3 clusters Score -956760.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -956869.812500 Penalty: 4568.576660
	Iteration 22Q: 3 clusters Score -956869.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -956957.125000 Penalty: 4568.576660
	Iteration 23Q: 3 clusters Score -956957.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -957020.937500 Penalty: 4568.576660
	Iteration 24Q: 3 clusters Score -957020.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -957084.125000 Penalty: 4568.576660
	Iteration 25Q: 3 clusters Score -957084.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -957125.125000 Penalty: 4568.576660
	Iteration 26Q: 3 clusters Score -957125.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -957174.000000 Penalty: 4568.576660
	Iteration 27Q: 3 clusters Score -957174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -957210.937500 Penalty: 4568.576660
	Iteration 28Q: 3 clusters Score -957210.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -957235.937500 Penalty: 4568.576660
	Iteration 29Q: 3 clusters Score -957235.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -957249.562500 Penalty: 4568.576660
	Iteration 30Q: 3 clusters Score -957249.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -957264.750000 Penalty: 4568.576660
	Iteration 31Q: 3 clusters Score -957264.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -957276.687500 Penalty: 4568.576660
	Iteration 32Q: 3 clusters Score -957276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -957282.875000 Penalty: 4568.576660
	Iteration 33Q: 3 clusters Score -957282.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -957290.937500 Penalty: 4568.576660
	Iteration 34Q: 3 clusters Score -957290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -957292.250000 Penalty: 4568.576660
	Iteration 35Q: 3 clusters Score -957292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -957296.250000 Penalty: 4568.576660
	Iteration 36Q: 3 clusters Score -957296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -957296.625000 Penalty: 4568.576660
	Iteration 37Q: 3 clusters Score -957296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -957302.000000 Penalty: 4568.576660
	Iteration 38Q: 3 clusters Score -957302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -957307.125000 Penalty: 4568.576660
	Iteration 39Q: 3 clusters Score -957307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -957314.687500 Penalty: 4568.576660
	Iteration 40F: 3 clusters Score -957314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -957321.375000 Penalty: 4568.576660
	Iteration 41Q: 3 clusters Score -957321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -957324.187500 Penalty: 4568.576660
	Iteration 42Q: 3 clusters Score -957324.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -957327.000000 Penalty: 4568.576660
	Iteration 43Q: 3 clusters Score -957327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -957330.562500 Penalty: 4568.576660
	Iteration 44Q: 3 clusters Score -957330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -957333.812500 Penalty: 4568.576660
	Iteration 45Q: 3 clusters Score -957333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -957336.812500 Penalty: 4568.576660
	Iteration 46Q: 3 clusters Score -957336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -957339.062500 Penalty: 4568.576660
	Iteration 47Q: 3 clusters Score -957339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -957339.062500 Penalty: 4568.576660
	Iteration 48F: 3 clusters Score -957339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Entering Unmasked Estep 
Score: -1575862.375000 Penalty: 2404.524414
	Iteration 0F: 2 clusters Score -1575862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1564301.125000 Penalty: 4809.048828
	Iteration 0F: 3 clusters Score -1564301 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1568162.625000 Penalty: 4809.048828
	Iteration 1F: 3 clusters Score -1568163 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1568658.125000 Penalty: 4809.048828
	Iteration 2F: 3 clusters Score -1568658 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1569123.875000 Penalty: 4809.048828
	Iteration 3F: 3 clusters Score -1569124 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1569628.375000 Penalty: 4809.048828
	Iteration 4F: 3 clusters Score -1569628 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1570176.250000 Penalty: 4809.048828
	Iteration 5F: 3 clusters Score -1570176 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1570766.500000 Penalty: 4809.048828
	Iteration 6F: 3 clusters Score -1570766 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1571353.000000 Penalty: 4809.048828
	Iteration 7F: 3 clusters Score -1571353 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1571966.750000 Penalty: 4809.048828
	Iteration 8F: 3 clusters Score -1571967 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1572511.375000 Penalty: 4809.048828
	Iteration 9Q: 3 clusters Score -1572511 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1572885.000000 Penalty: 4809.048828
	Iteration 10Q: 3 clusters Score -1572885 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1573136.250000 Penalty: 4809.048828
	Iteration 11Q: 3 clusters Score -1573136 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1573303.250000 Penalty: 4809.048828
	Iteration 12Q: 3 clusters Score -1573303 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1573399.875000 Penalty: 4809.048828
	Iteration 13Q: 3 clusters Score -1573400 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1573486.875000 Penalty: 4809.048828
	Iteration 14Q: 3 clusters Score -1573487 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1573563.500000 Penalty: 4809.048828
	Iteration 15Q: 3 clusters Score -1573564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1573620.500000 Penalty: 4809.048828
	Iteration 16Q: 3 clusters Score -1573620 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1573667.875000 Penalty: 4809.048828
	Iteration 17Q: 3 clusters Score -1573668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1573704.000000 Penalty: 4809.048828
	Iteration 18Q: 3 clusters Score -1573704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1573740.500000 Penalty: 4809.048828
	Iteration 19Q: 3 clusters Score -1573740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1573767.875000 Penalty: 4809.048828
	Iteration 20F: 3 clusters Score -1573768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1573799.875000 Penalty: 4809.048828
	Iteration 21Q: 3 clusters Score -1573800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1573819.500000 Penalty: 4809.048828
	Iteration 22Q: 3 clusters Score -1573820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1573835.250000 Penalty: 4809.048828
	Iteration 23Q: 3 clusters Score -1573835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1573851.375000 Penalty: 4809.048828
	Iteration 24Q: 3 clusters Score -1573851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1573864.250000 Penalty: 4809.048828
	Iteration 25Q: 3 clusters Score -1573864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1573872.625000 Penalty: 4809.048828
	Iteration 26Q: 3 clusters Score -1573873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1573877.625000 Penalty: 4809.048828
	Iteration 27Q: 3 clusters Score -1573878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1573883.500000 Penalty: 4809.048828
	Iteration 28Q: 3 clusters Score -1573884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1573891.500000 Penalty: 4809.048828
	Iteration 29Q: 3 clusters Score -1573892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1573896.250000 Penalty: 4809.048828
	Iteration 30Q: 3 clusters Score -1573896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1573901.125000 Penalty: 4809.048828
	Iteration 31Q: 3 clusters Score -1573901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1573904.375000 Penalty: 4809.048828
	Iteration 32Q: 3 clusters Score -1573904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1573908.250000 Penalty: 4809.048828
	Iteration 33Q: 3 clusters Score -1573908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1573908.500000 Penalty: 4809.048828
	Iteration 34Q: 3 clusters Score -1573908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1573912.000000 Penalty: 4809.048828
	Iteration 35Q: 3 clusters Score -1573912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1573915.000000 Penalty: 4809.048828
	Iteration 36Q: 3 clusters Score -1573915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1573914.500000 Penalty: 4809.048828
	Iteration 37Q: 3 clusters Score -1573914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1573913.375000 Penalty: 4809.048828
	Iteration 38Q: 3 clusters Score -1573913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1573910.750000 Penalty: 4809.048828
	Iteration 39Q: 3 clusters Score -1573911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1573914.875000 Penalty: 4809.048828
	Iteration 40F: 3 clusters Score -1573915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1573912.750000 Penalty: 4809.048828
	Iteration 41Q: 3 clusters Score -1573913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1573915.750000 Penalty: 4809.048828
	Iteration 42Q: 3 clusters Score -1573916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1573914.625000 Penalty: 4809.048828
	Iteration 43Q: 3 clusters Score -1573915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1573913.875000 Penalty: 4809.048828
	Iteration 44Q: 3 clusters Score -1573914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1573916.500000 Penalty: 4809.048828
	Iteration 45Q: 3 clusters Score -1573916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1573919.875000 Penalty: 4809.048828
	Iteration 46Q: 3 clusters Score -1573920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1573922.250000 Penalty: 4809.048828
	Iteration 47Q: 3 clusters Score -1573922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1573924.500000 Penalty: 4809.048828
	Iteration 48Q: 3 clusters Score -1573924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1573930.000000 Penalty: 4809.048828
	Iteration 49Q: 3 clusters Score -1573930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1573930.500000 Penalty: 4809.048828
	Iteration 50Q: 3 clusters Score -1573930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1573931.125000 Penalty: 4809.048828
	Iteration 51Q: 3 clusters Score -1573931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1573933.750000 Penalty: 4809.048828
	Iteration 52Q: 3 clusters Score -1573934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1573934.750000 Penalty: 4809.048828
	Iteration 53Q: 3 clusters Score -1573935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1573932.875000 Penalty: 4809.048828
	Iteration 54Q: 3 clusters Score -1573933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1573931.125000 Penalty: 4809.048828
	Iteration 55Q: 3 clusters Score -1573931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1573931.625000 Penalty: 4809.048828
	Iteration 56Q: 3 clusters Score -1573932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1573931.375000 Penalty: 4809.048828
	Iteration 57Q: 3 clusters Score -1573931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1573931.375000 Penalty: 4809.048828
	Iteration 58F: 3 clusters Score -1573931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Entering Unmasked Estep 
Score: -574663.750000 Penalty: 2144.497803
	Iteration 0F: 2 clusters Score -574663.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -569636.125000 Penalty: 4288.995605
	Iteration 0F: 3 clusters Score -569636.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -570898.750000 Penalty: 4288.995605
	Iteration 1F: 3 clusters Score -570898.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -571279.500000 Penalty: 4288.995605
	Iteration 2F: 3 clusters Score -571279.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -571583.437500 Penalty: 4288.995605
	Iteration 3F: 3 clusters Score -571583.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -571831.187500 Penalty: 4288.995605
	Iteration 4F: 3 clusters Score -571831.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -572013.312500 Penalty: 4288.995605
	Iteration 5Q: 3 clusters Score -572013.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -572148.812500 Penalty: 4288.995605
	Iteration 6Q: 3 clusters Score -572148.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -572248.562500 Penalty: 4288.995605
	Iteration 7Q: 3 clusters Score -572248.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -572328.562500 Penalty: 4288.995605
	Iteration 8Q: 3 clusters Score -572328.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -572395.187500 Penalty: 4288.995605
	Iteration 9Q: 3 clusters Score -572395.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -572454.062500 Penalty: 4288.995605
	Iteration 10Q: 3 clusters Score -572454.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -572492.187500 Penalty: 4288.995605
	Iteration 11Q: 3 clusters Score -572492.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -572532.250000 Penalty: 4288.995605
	Iteration 12Q: 3 clusters Score -572532.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -572559.062500 Penalty: 4288.995605
	Iteration 13Q: 3 clusters Score -572559.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -572580.562500 Penalty: 4288.995605
	Iteration 14Q: 3 clusters Score -572580.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -572593.875000 Penalty: 4288.995605
	Iteration 15Q: 3 clusters Score -572593.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -572605.187500 Penalty: 4288.995605
	Iteration 16Q: 3 clusters Score -572605.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -572614.250000 Penalty: 4288.995605
	Iteration 17Q: 3 clusters Score -572614.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -572623.375000 Penalty: 4288.995605
	Iteration 18Q: 3 clusters Score -572623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -572630.812500 Penalty: 4288.995605
	Iteration 19Q: 3 clusters Score -572630.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -572634.187500 Penalty: 4288.995605
	Iteration 20F: 3 clusters Score -572634.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -572641.062500 Penalty: 4288.995605
	Iteration 21Q: 3 clusters Score -572641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -572643.625000 Penalty: 4288.995605
	Iteration 22Q: 3 clusters Score -572643.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -572647.312500 Penalty: 4288.995605
	Iteration 23Q: 3 clusters Score -572647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -572650.562500 Penalty: 4288.995605
	Iteration 24Q: 3 clusters Score -572650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -572653.125000 Penalty: 4288.995605
	Iteration 25Q: 3 clusters Score -572653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -572657.062500 Penalty: 4288.995605
	Iteration 26Q: 3 clusters Score -572657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -572659.437500 Penalty: 4288.995605
	Iteration 27Q: 3 clusters Score -572659.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -572662.812500 Penalty: 4288.995605
	Iteration 28Q: 3 clusters Score -572662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -572668.687500 Penalty: 4288.995605
	Iteration 29Q: 3 clusters Score -572668.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -572672.937500 Penalty: 4288.995605
	Iteration 30Q: 3 clusters Score -572672.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -572676.812500 Penalty: 4288.995605
	Iteration 31Q: 3 clusters Score -572676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -572679.437500 Penalty: 4288.995605
	Iteration 32Q: 3 clusters Score -572679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -572682.750000 Penalty: 4288.995605
	Iteration 33Q: 3 clusters Score -572682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -572685.937500 Penalty: 4288.995605
	Iteration 34Q: 3 clusters Score -572685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -572689.875000 Penalty: 4288.995605
	Iteration 35Q: 3 clusters Score -572689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -572694.687500 Penalty: 4288.995605
	Iteration 36Q: 3 clusters Score -572694.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -572699.187500 Penalty: 4288.995605
	Iteration 37Q: 3 clusters Score -572699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -572702.750000 Penalty: 4288.995605
	Iteration 38Q: 3 clusters Score -572702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -572706.375000 Penalty: 4288.995605
	Iteration 39Q: 3 clusters Score -572706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -572711.125000 Penalty: 4288.995605
	Iteration 40F: 3 clusters Score -572711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -572714.062500 Penalty: 4288.995605
	Iteration 41Q: 3 clusters Score -572714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -572719.500000 Penalty: 4288.995605
	Iteration 42Q: 3 clusters Score -572719.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -572723.375000 Penalty: 4288.995605
	Iteration 43Q: 3 clusters Score -572723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -572726.625000 Penalty: 4288.995605
	Iteration 44Q: 3 clusters Score -572726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -572730.125000 Penalty: 4288.995605
	Iteration 45Q: 3 clusters Score -572730.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -572735.187500 Penalty: 4288.995605
	Iteration 46Q: 3 clusters Score -572735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -572736.937500 Penalty: 4288.995605
	Iteration 47Q: 3 clusters Score -572736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -572739.375000 Penalty: 4288.995605
	Iteration 48Q: 3 clusters Score -572739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -572741.187500 Penalty: 4288.995605
	Iteration 49Q: 3 clusters Score -572741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -572743.812500 Penalty: 4288.995605
	Iteration 50Q: 3 clusters Score -572743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -572745.250000 Penalty: 4288.995605
	Iteration 51Q: 3 clusters Score -572745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -572745.812500 Penalty: 4288.995605
	Iteration 52Q: 3 clusters Score -572745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -572748.312500 Penalty: 4288.995605
	Iteration 53Q: 3 clusters Score -572748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -572749.250000 Penalty: 4288.995605
	Iteration 54Q: 3 clusters Score -572749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -572749.750000 Penalty: 4288.995605
	Iteration 55Q: 3 clusters Score -572749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -572751.812500 Penalty: 4288.995605
	Iteration 56Q: 3 clusters Score -572751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -572754.062500 Penalty: 4288.995605
	Iteration 57Q: 3 clusters Score -572754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -572756.437500 Penalty: 4288.995605
	Iteration 58Q: 3 clusters Score -572756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -572757.875000 Penalty: 4288.995605
	Iteration 59Q: 3 clusters Score -572757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -572760.687500 Penalty: 4288.995605
	Iteration 60F: 3 clusters Score -572760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -572760.687500 Penalty: 4288.995605
	Iteration 61Q: 3 clusters Score -572760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -572761.062500 Penalty: 4288.995605
	Iteration 62Q: 3 clusters Score -572761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -572761.750000 Penalty: 4288.995605
	Iteration 63Q: 3 clusters Score -572761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -572761.687500 Penalty: 4288.995605
	Iteration 64Q: 3 clusters Score -572761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -572762.812500 Penalty: 4288.995605
	Iteration 65Q: 3 clusters Score -572762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -572762.750000 Penalty: 4288.995605
	Iteration 66Q: 3 clusters Score -572762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -572762.687500 Penalty: 4288.995605
	Iteration 67Q: 3 clusters Score -572762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -572763.937500 Penalty: 4288.995605
	Iteration 68Q: 3 clusters Score -572763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -572764.375000 Penalty: 4288.995605
	Iteration 69Q: 3 clusters Score -572764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -572767.875000 Penalty: 4288.995605
	Iteration 70Q: 3 clusters Score -572767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -572768.625000 Penalty: 4288.995605
	Iteration 71Q: 3 clusters Score -572768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -572769.500000 Penalty: 4288.995605
	Iteration 72Q: 3 clusters Score -572769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -572772.562500 Penalty: 4288.995605
	Iteration 73Q: 3 clusters Score -572772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -572775.812500 Penalty: 4288.995605
	Iteration 74Q: 3 clusters Score -572775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -572780.250000 Penalty: 4288.995605
	Iteration 75Q: 3 clusters Score -572780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -572784.000000 Penalty: 4288.995605
	Iteration 76Q: 3 clusters Score -572784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -572786.812500 Penalty: 4288.995605
	Iteration 77Q: 3 clusters Score -572786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -572789.187500 Penalty: 4288.995605
	Iteration 78Q: 3 clusters Score -572789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -572791.437500 Penalty: 4288.995605
	Iteration 79Q: 3 clusters Score -572791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -572793.125000 Penalty: 4288.995605
	Iteration 80F: 3 clusters Score -572793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -572795.687500 Penalty: 4288.995605
	Iteration 81Q: 3 clusters Score -572795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -572799.875000 Penalty: 4288.995605
	Iteration 82Q: 3 clusters Score -572799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -572805.062500 Penalty: 4288.995605
	Iteration 83Q: 3 clusters Score -572805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -572809.875000 Penalty: 4288.995605
	Iteration 84Q: 3 clusters Score -572809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -572813.625000 Penalty: 4288.995605
	Iteration 85Q: 3 clusters Score -572813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -572815.937500 Penalty: 4288.995605
	Iteration 86Q: 3 clusters Score -572815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -572817.000000 Penalty: 4288.995605
	Iteration 87Q: 3 clusters Score -572817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -572820.500000 Penalty: 4288.995605
	Iteration 88Q: 3 clusters Score -572820.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -572821.062500 Penalty: 4288.995605
	Iteration 89Q: 3 clusters Score -572821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -572823.437500 Penalty: 4288.995605
	Iteration 90Q: 3 clusters Score -572823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -572824.937500 Penalty: 4288.995605
	Iteration 91Q: 3 clusters Score -572824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -572823.875000 Penalty: 4288.995605
	Iteration 92Q: 3 clusters Score -572823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -572827.375000 Penalty: 4288.995605
	Iteration 93Q: 3 clusters Score -572827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -572829.750000 Penalty: 4288.995605
	Iteration 94Q: 3 clusters Score -572829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -572830.500000 Penalty: 4288.995605
	Iteration 95Q: 3 clusters Score -572830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -572830.812500 Penalty: 4288.995605
	Iteration 96Q: 3 clusters Score -572830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -572830.437500 Penalty: 4288.995605
	Iteration 97Q: 3 clusters Score -572830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -572832.250000 Penalty: 4288.995605
	Iteration 98Q: 3 clusters Score -572832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -572832.312500 Penalty: 4288.995605
	Iteration 99Q: 3 clusters Score -572832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -572832.312500 Penalty: 4288.995605
	Iteration 100F: 3 clusters Score -572832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Entering Unmasked Estep 
Score: -2402709.250000 Penalty: 2503.952881
	Iteration 0F: 2 clusters Score -2402709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2385813.250000 Penalty: 5007.905762
	Iteration 0F: 3 clusters Score -2385813 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2391692.250000 Penalty: 5007.905762
	Iteration 1F: 3 clusters Score -2391692 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2392209.750000 Penalty: 5007.905762
	Iteration 2F: 3 clusters Score -2392210 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2392810.750000 Penalty: 5007.905762
	Iteration 3F: 3 clusters Score -2392811 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2393604.250000 Penalty: 5007.905762
	Iteration 4F: 3 clusters Score -2393604 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2394662.000000 Penalty: 5007.905762
	Iteration 5F: 3 clusters Score -2394662 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2396089.500000 Penalty: 5007.905762
	Iteration 6F: 3 clusters Score -2396090 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2397603.250000 Penalty: 5007.905762
	Iteration 7F: 3 clusters Score -2397603 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2398789.000000 Penalty: 5007.905762
	Iteration 8F: 3 clusters Score -2398789 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2399526.500000 Penalty: 5007.905762
	Iteration 9Q: 3 clusters Score -2399526 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2399962.000000 Penalty: 5007.905762
	Iteration 10Q: 3 clusters Score -2399962 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2400171.500000 Penalty: 5007.905762
	Iteration 11Q: 3 clusters Score -2400172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2400277.500000 Penalty: 5007.905762
	Iteration 12Q: 3 clusters Score -2400278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2400352.500000 Penalty: 5007.905762
	Iteration 13Q: 3 clusters Score -2400352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2400405.000000 Penalty: 5007.905762
	Iteration 14Q: 3 clusters Score -2400405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2400425.250000 Penalty: 5007.905762
	Iteration 15Q: 3 clusters Score -2400425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2400437.000000 Penalty: 5007.905762
	Iteration 16Q: 3 clusters Score -2400437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2400450.750000 Penalty: 5007.905762
	Iteration 17Q: 3 clusters Score -2400451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2400463.250000 Penalty: 5007.905762
	Iteration 18Q: 3 clusters Score -2400463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2400473.500000 Penalty: 5007.905762
	Iteration 19Q: 3 clusters Score -2400474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2400494.750000 Penalty: 5007.905762
	Iteration 20F: 3 clusters Score -2400495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2400506.000000 Penalty: 5007.905762
	Iteration 21Q: 3 clusters Score -2400506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2400515.250000 Penalty: 5007.905762
	Iteration 22Q: 3 clusters Score -2400515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2400519.250000 Penalty: 5007.905762
	Iteration 23Q: 3 clusters Score -2400519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2400519.750000 Penalty: 5007.905762
	Iteration 24Q: 3 clusters Score -2400520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2400524.250000 Penalty: 5007.905762
	Iteration 25Q: 3 clusters Score -2400524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2400521.000000 Penalty: 5007.905762
	Iteration 26Q: 3 clusters Score -2400521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2400521.000000 Penalty: 5007.905762
	Iteration 27F: 3 clusters Score -2400521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Entering Unmasked Estep 
Score: -907396.625000 Penalty: 2281.346191
	Iteration 0F: 2 clusters Score -907396.6 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 4887 members 
Entering Unmasked Estep 
Score: -899879.937500 Penalty: 4562.692383
	Iteration 0F: 3 clusters Score -899879.9 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -902037.937500 Penalty: 4562.692383
	Iteration 1F: 3 clusters Score -902037.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -902364.687500 Penalty: 4562.692383
	Iteration 2F: 3 clusters Score -902364.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -902647.187500 Penalty: 4562.692383
	Iteration 3F: 3 clusters Score -902647.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -902974.062500 Penalty: 4562.692383
	Iteration 4Q: 3 clusters Score -902974.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -903395.625000 Penalty: 4562.692383
	Iteration 5Q: 3 clusters Score -903395.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -903918.812500 Penalty: 4562.692383
	Iteration 6F: 3 clusters Score -903918.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -904412.687500 Penalty: 4562.692383
	Iteration 7F: 3 clusters Score -904412.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -904814.312500 Penalty: 4562.692383
	Iteration 8F: 3 clusters Score -904814.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -905118.812500 Penalty: 4562.692383
	Iteration 9Q: 3 clusters Score -905118.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -905346.875000 Penalty: 4562.692383
	Iteration 10Q: 3 clusters Score -905346.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -905536.312500 Penalty: 4562.692383
	Iteration 11Q: 3 clusters Score -905536.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -905698.500000 Penalty: 4562.692383
	Iteration 12Q: 3 clusters Score -905698.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -905839.125000 Penalty: 4562.692383
	Iteration 13Q: 3 clusters Score -905839.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -906092.812500 Penalty: 4562.692383
	Iteration 14Q: 3 clusters Score -906092.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -906417.625000 Penalty: 4562.692383
	Iteration 15Q: 3 clusters Score -906417.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -906650.625000 Penalty: 4562.692383
	Iteration 16Q: 3 clusters Score -906650.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -906781.812500 Penalty: 4562.692383
	Iteration 17Q: 3 clusters Score -906781.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -906866.812500 Penalty: 4562.692383
	Iteration 18Q: 3 clusters Score -906866.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -906930.187500 Penalty: 4562.692383
	Iteration 19Q: 3 clusters Score -906930.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -906976.500000 Penalty: 4562.692383
	Iteration 20F: 3 clusters Score -906976.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -907009.250000 Penalty: 4562.692383
	Iteration 21Q: 3 clusters Score -907009.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -907032.625000 Penalty: 4562.692383
	Iteration 22Q: 3 clusters Score -907032.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -907066.187500 Penalty: 4562.692383
	Iteration 23Q: 3 clusters Score -907066.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -907097.500000 Penalty: 4562.692383
	Iteration 24Q: 3 clusters Score -907097.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -907119.687500 Penalty: 4562.692383
	Iteration 25Q: 3 clusters Score -907119.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -907127.437500 Penalty: 4562.692383
	Iteration 26Q: 3 clusters Score -907127.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -907140.937500 Penalty: 4562.692383
	Iteration 27Q: 3 clusters Score -907140.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -907153.125000 Penalty: 4562.692383
	Iteration 28Q: 3 clusters Score -907153.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -907161.000000 Penalty: 4562.692383
	Iteration 29Q: 3 clusters Score -907161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -907178.687500 Penalty: 4562.692383
	Iteration 30Q: 3 clusters Score -907178.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -907201.062500 Penalty: 4562.692383
	Iteration 31Q: 3 clusters Score -907201.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -907228.812500 Penalty: 4562.692383
	Iteration 32Q: 3 clusters Score -907228.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -907254.437500 Penalty: 4562.692383
	Iteration 33Q: 3 clusters Score -907254.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -907274.250000 Penalty: 4562.692383
	Iteration 34Q: 3 clusters Score -907274.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -907292.312500 Penalty: 4562.692383
	Iteration 35Q: 3 clusters Score -907292.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -907315.000000 Penalty: 4562.692383
	Iteration 36Q: 3 clusters Score -907315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -907340.562500 Penalty: 4562.692383
	Iteration 37Q: 3 clusters Score -907340.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -907361.375000 Penalty: 4562.692383
	Iteration 38Q: 3 clusters Score -907361.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -907377.937500 Penalty: 4562.692383
	Iteration 39Q: 3 clusters Score -907377.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -907385.812500 Penalty: 4562.692383
	Iteration 40F: 3 clusters Score -907385.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -907395.312500 Penalty: 4562.692383
	Iteration 41Q: 3 clusters Score -907395.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -907403.875000 Penalty: 4562.692383
	Iteration 42Q: 3 clusters Score -907403.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -907409.500000 Penalty: 4562.692383
	Iteration 43Q: 3 clusters Score -907409.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -907415.562500 Penalty: 4562.692383
	Iteration 44Q: 3 clusters Score -907415.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -907416.000000 Penalty: 4562.692383
	Iteration 45Q: 3 clusters Score -907416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -907420.312500 Penalty: 4562.692383
	Iteration 46Q: 3 clusters Score -907420.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -907422.625000 Penalty: 4562.692383
	Iteration 47Q: 3 clusters Score -907422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -907424.625000 Penalty: 4562.692383
	Iteration 48Q: 3 clusters Score -907424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -907425.500000 Penalty: 4562.692383
	Iteration 49Q: 3 clusters Score -907425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -907430.437500 Penalty: 4562.692383
	Iteration 50Q: 3 clusters Score -907430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -907431.187500 Penalty: 4562.692383
	Iteration 51Q: 3 clusters Score -907431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -907430.062500 Penalty: 4562.692383
	Iteration 52Q: 3 clusters Score -907430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -907430.312500 Penalty: 4562.692383
	Iteration 53Q: 3 clusters Score -907430.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -907435.312500 Penalty: 4562.692383
	Iteration 54Q: 3 clusters Score -907435.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -907435.312500 Penalty: 4562.692383
	Iteration 55Q: 3 clusters Score -907435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -907438.250000 Penalty: 4562.692383
	Iteration 56Q: 3 clusters Score -907438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -907441.062500 Penalty: 4562.692383
	Iteration 57Q: 3 clusters Score -907441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -907442.687500 Penalty: 4562.692383
	Iteration 58Q: 3 clusters Score -907442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -907441.312500 Penalty: 4562.692383
	Iteration 59Q: 3 clusters Score -907441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -907438.875000 Penalty: 4562.692383
	Iteration 60F: 3 clusters Score -907438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -907441.187500 Penalty: 4562.692383
	Iteration 61Q: 3 clusters Score -907441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -907440.437500 Penalty: 4562.692383
	Iteration 62Q: 3 clusters Score -907440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -907442.000000 Penalty: 4562.692383
	Iteration 63Q: 3 clusters Score -907442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -907440.937500 Penalty: 4562.692383
	Iteration 64Q: 3 clusters Score -907440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -907440.312500 Penalty: 4562.692383
	Iteration 65Q: 3 clusters Score -907440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -907440.812500 Penalty: 4562.692383
	Iteration 66Q: 3 clusters Score -907440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -907440.437500 Penalty: 4562.692383
	Iteration 67Q: 3 clusters Score -907440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -907440.437500 Penalty: 4562.692383
	Iteration 68F: 3 clusters Score -907440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 6026 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103329 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 14138 members 
Mstep: Class 45 contains 3332 members 
Entering Unmasked Estep 
Score: -58905884.000000 Penalty: 148959.000000
Splitting cluster 14 changes total score from -58902588.000000 to -58905884.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -164047.093750 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -164047.1 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 918 members 
Entering Unmasked Estep 
Score: -161517.359375 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -161517.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162130.750000 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -162130.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -162390.968750 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -162391 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -162585.921875 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -162585.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162726.171875 Penalty: 3742.250977
	Iteration 4F: 3 clusters Score -162726.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162849.703125 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -162849.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162994.125000 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -162994.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -163129.890625 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -163129.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -163215.140625 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -163215.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163260.875000 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -163260.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -163295.343750 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -163295.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -163323.125000 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -163323.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163342.031250 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -163342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163354.875000 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -163354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -163372.968750 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -163373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163387.796875 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -163387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -163399.671875 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -163399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163410.375000 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -163410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -163418.140625 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -163418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163426.234375 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -163426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -163429.171875 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -163429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -163430.812500 Penalty: 3742.250977
	Iteration 21Q: 3 clusters Score -163430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -163433.093750 Penalty: 3742.250977
	Iteration 22Q: 3 clusters Score -163433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163433.890625 Penalty: 3742.250977
	Iteration 23Q: 3 clusters Score -163433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163433.890625 Penalty: 3742.250977
	Iteration 24F: 3 clusters Score -163433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -373837.687500 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -373837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -369837.843750 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -369837.8 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -370968.468750 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -370968.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -371495.843750 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -371495.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -371968.968750 Penalty: 4140.640137
	Iteration 3F: 3 clusters Score -371969 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -372375.968750 Penalty: 4140.640137
	Iteration 4F: 3 clusters Score -372376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -372689.750000 Penalty: 4140.640137
	Iteration 5F: 3 clusters Score -372689.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -372893.875000 Penalty: 4140.640137
	Iteration 6Q: 3 clusters Score -372893.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -373041.375000 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -373041.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -373167.531250 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -373167.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -373257.937500 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -373257.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -373321.812500 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -373321.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -373375.062500 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -373375.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -373408.343750 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -373408.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -373424.843750 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -373424.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -373435.500000 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -373435.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -373443.187500 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -373443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -373453.468750 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -373453.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -373460.718750 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -373460.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -373473.000000 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -373473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -373491.406250 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -373491.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -373514.843750 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -373514.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -373563.812500 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -373563.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -373627.718750 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -373627.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -373697.937500 Penalty: 4140.640137
	Iteration 23Q: 3 clusters Score -373697.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -373736.718750 Penalty: 4140.640137
	Iteration 24Q: 3 clusters Score -373736.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -373752.718750 Penalty: 4140.640137
	Iteration 25Q: 3 clusters Score -373752.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -373766.875000 Penalty: 4140.640137
	Iteration 26Q: 3 clusters Score -373766.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -373774.875000 Penalty: 4140.640137
	Iteration 27Q: 3 clusters Score -373774.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -373782.062500 Penalty: 4140.640137
	Iteration 28Q: 3 clusters Score -373782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -373785.375000 Penalty: 4140.640137
	Iteration 29Q: 3 clusters Score -373785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -373789.906250 Penalty: 4140.640137
	Iteration 30Q: 3 clusters Score -373789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -373793.750000 Penalty: 4140.640137
	Iteration 31Q: 3 clusters Score -373793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -373795.750000 Penalty: 4140.640137
	Iteration 32Q: 3 clusters Score -373795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -373799.843750 Penalty: 4140.640137
	Iteration 33Q: 3 clusters Score -373799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -373802.750000 Penalty: 4140.640137
	Iteration 34Q: 3 clusters Score -373802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -373805.718750 Penalty: 4140.640137
	Iteration 35Q: 3 clusters Score -373805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -373808.750000 Penalty: 4140.640137
	Iteration 36Q: 3 clusters Score -373808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -373810.625000 Penalty: 4140.640137
	Iteration 37Q: 3 clusters Score -373810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -373810.812500 Penalty: 4140.640137
	Iteration 38Q: 3 clusters Score -373810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -373812.468750 Penalty: 4140.640137
	Iteration 39Q: 3 clusters Score -373812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -373812.750000 Penalty: 4140.640137
	Iteration 40F: 3 clusters Score -373812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -373814.968750 Penalty: 4140.640137
	Iteration 41Q: 3 clusters Score -373815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -373816.000000 Penalty: 4140.640137
	Iteration 42Q: 3 clusters Score -373816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -373815.625000 Penalty: 4140.640137
	Iteration 43Q: 3 clusters Score -373815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -373815.718750 Penalty: 4140.640137
	Iteration 44Q: 3 clusters Score -373815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -373816.812500 Penalty: 4140.640137
	Iteration 45Q: 3 clusters Score -373816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -373817.156250 Penalty: 4140.640137
	Iteration 46Q: 3 clusters Score -373817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -373817.156250 Penalty: 4140.640137
	Iteration 47F: 3 clusters Score -373817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Entering Unmasked Estep 
Score: -2430317.500000 Penalty: 2511.572998
	Iteration 0F: 2 clusters Score -2430318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2413070.750000 Penalty: 5023.145996
	Iteration 0F: 3 clusters Score -2413071 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2419197.750000 Penalty: 5023.145996
	Iteration 1F: 3 clusters Score -2419198 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2419926.750000 Penalty: 5023.145996
	Iteration 2F: 3 clusters Score -2419927 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2420754.000000 Penalty: 5023.145996
	Iteration 3F: 3 clusters Score -2420754 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2421696.000000 Penalty: 5023.145996
	Iteration 4F: 3 clusters Score -2421696 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2422642.500000 Penalty: 5023.145996
	Iteration 5F: 3 clusters Score -2422642 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2423504.000000 Penalty: 5023.145996
	Iteration 6F: 3 clusters Score -2423504 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2424135.750000 Penalty: 5023.145996
	Iteration 7F: 3 clusters Score -2424136 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2424567.750000 Penalty: 5023.145996
	Iteration 8Q: 3 clusters Score -2424568 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2424826.750000 Penalty: 5023.145996
	Iteration 9Q: 3 clusters Score -2424827 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2425052.250000 Penalty: 5023.145996
	Iteration 10Q: 3 clusters Score -2425052 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2425229.750000 Penalty: 5023.145996
	Iteration 11Q: 3 clusters Score -2425230 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2425385.250000 Penalty: 5023.145996
	Iteration 12Q: 3 clusters Score -2425385 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2425533.000000 Penalty: 5023.145996
	Iteration 13Q: 3 clusters Score -2425533 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2425641.750000 Penalty: 5023.145996
	Iteration 14Q: 3 clusters Score -2425642 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2425762.750000 Penalty: 5023.145996
	Iteration 15Q: 3 clusters Score -2425763 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2425878.250000 Penalty: 5023.145996
	Iteration 16Q: 3 clusters Score -2425878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2425997.500000 Penalty: 5023.145996
	Iteration 17Q: 3 clusters Score -2425998 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2426100.250000 Penalty: 5023.145996
	Iteration 18Q: 3 clusters Score -2426100 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2426220.250000 Penalty: 5023.145996
	Iteration 19Q: 3 clusters Score -2426220 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2426339.250000 Penalty: 5023.145996
	Iteration 20F: 3 clusters Score -2426339 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2426456.500000 Penalty: 5023.145996
	Iteration 21Q: 3 clusters Score -2426456 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2426569.750000 Penalty: 5023.145996
	Iteration 22Q: 3 clusters Score -2426570 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2426631.750000 Penalty: 5023.145996
	Iteration 23Q: 3 clusters Score -2426632 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2426701.000000 Penalty: 5023.145996
	Iteration 24Q: 3 clusters Score -2426701 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2426775.500000 Penalty: 5023.145996
	Iteration 25Q: 3 clusters Score -2426776 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2426843.250000 Penalty: 5023.145996
	Iteration 26Q: 3 clusters Score -2426843 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2426911.750000 Penalty: 5023.145996
	Iteration 27Q: 3 clusters Score -2426912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2426980.750000 Penalty: 5023.145996
	Iteration 28Q: 3 clusters Score -2426981 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2427046.250000 Penalty: 5023.145996
	Iteration 29Q: 3 clusters Score -2427046 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2427117.500000 Penalty: 5023.145996
	Iteration 30Q: 3 clusters Score -2427118 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2427206.750000 Penalty: 5023.145996
	Iteration 31Q: 3 clusters Score -2427207 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2427288.500000 Penalty: 5023.145996
	Iteration 32Q: 3 clusters Score -2427288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2427383.250000 Penalty: 5023.145996
	Iteration 33Q: 3 clusters Score -2427383 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2427473.750000 Penalty: 5023.145996
	Iteration 34Q: 3 clusters Score -2427474 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2427567.500000 Penalty: 5023.145996
	Iteration 35Q: 3 clusters Score -2427568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2427619.500000 Penalty: 5023.145996
	Iteration 36Q: 3 clusters Score -2427620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2427688.250000 Penalty: 5023.145996
	Iteration 37Q: 3 clusters Score -2427688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2427752.750000 Penalty: 5023.145996
	Iteration 38Q: 3 clusters Score -2427753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2427834.000000 Penalty: 5023.145996
	Iteration 39Q: 3 clusters Score -2427834 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2427901.250000 Penalty: 5023.145996
	Iteration 40F: 3 clusters Score -2427901 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2427963.750000 Penalty: 5023.145996
	Iteration 41Q: 3 clusters Score -2427964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2428024.750000 Penalty: 5023.145996
	Iteration 42Q: 3 clusters Score -2428025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2428078.250000 Penalty: 5023.145996
	Iteration 43Q: 3 clusters Score -2428078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2428115.000000 Penalty: 5023.145996
	Iteration 44Q: 3 clusters Score -2428115 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2428145.000000 Penalty: 5023.145996
	Iteration 45Q: 3 clusters Score -2428145 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2428186.750000 Penalty: 5023.145996
	Iteration 46Q: 3 clusters Score -2428187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2428212.000000 Penalty: 5023.145996
	Iteration 47Q: 3 clusters Score -2428212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2428236.000000 Penalty: 5023.145996
	Iteration 48Q: 3 clusters Score -2428236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2428255.750000 Penalty: 5023.145996
	Iteration 49Q: 3 clusters Score -2428256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2428274.500000 Penalty: 5023.145996
	Iteration 50Q: 3 clusters Score -2428274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2428275.500000 Penalty: 5023.145996
	Iteration 51Q: 3 clusters Score -2428276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2428291.000000 Penalty: 5023.145996
	Iteration 52Q: 3 clusters Score -2428291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2428312.250000 Penalty: 5023.145996
	Iteration 53Q: 3 clusters Score -2428312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2428316.750000 Penalty: 5023.145996
	Iteration 54Q: 3 clusters Score -2428317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2428333.000000 Penalty: 5023.145996
	Iteration 55Q: 3 clusters Score -2428333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2428340.000000 Penalty: 5023.145996
	Iteration 56Q: 3 clusters Score -2428340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2428338.500000 Penalty: 5023.145996
	Iteration 57Q: 3 clusters Score -2428338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2428362.000000 Penalty: 5023.145996
	Iteration 58Q: 3 clusters Score -2428362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2428366.000000 Penalty: 5023.145996
	Iteration 59Q: 3 clusters Score -2428366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2428364.750000 Penalty: 5023.145996
	Iteration 60F: 3 clusters Score -2428365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2428375.000000 Penalty: 5023.145996
	Iteration 61Q: 3 clusters Score -2428375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2428381.000000 Penalty: 5023.145996
	Iteration 62Q: 3 clusters Score -2428381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2428381.000000 Penalty: 5023.145996
	Iteration 63Q: 3 clusters Score -2428381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2428384.250000 Penalty: 5023.145996
	Iteration 64Q: 3 clusters Score -2428384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2428380.250000 Penalty: 5023.145996
	Iteration 65Q: 3 clusters Score -2428380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2428384.500000 Penalty: 5023.145996
	Iteration 66Q: 3 clusters Score -2428384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2428383.500000 Penalty: 5023.145996
	Iteration 67Q: 3 clusters Score -2428384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2428387.500000 Penalty: 5023.145996
	Iteration 68Q: 3 clusters Score -2428388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2428388.750000 Penalty: 5023.145996
	Iteration 69Q: 3 clusters Score -2428389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2428386.000000 Penalty: 5023.145996
	Iteration 70Q: 3 clusters Score -2428386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2428395.500000 Penalty: 5023.145996
	Iteration 71Q: 3 clusters Score -2428396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2428392.500000 Penalty: 5023.145996
	Iteration 72Q: 3 clusters Score -2428392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2428393.750000 Penalty: 5023.145996
	Iteration 73Q: 3 clusters Score -2428394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2428394.250000 Penalty: 5023.145996
	Iteration 74Q: 3 clusters Score -2428394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2428391.500000 Penalty: 5023.145996
	Iteration 75Q: 3 clusters Score -2428392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2428394.500000 Penalty: 5023.145996
	Iteration 76Q: 3 clusters Score -2428394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2428396.250000 Penalty: 5023.145996
	Iteration 77Q: 3 clusters Score -2428396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2428398.750000 Penalty: 5023.145996
	Iteration 78Q: 3 clusters Score -2428399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2428398.750000 Penalty: 5023.145996
	Iteration 79Q: 3 clusters Score -2428399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2428399.500000 Penalty: 5023.145996
	Iteration 80F: 3 clusters Score -2428400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2428401.750000 Penalty: 5023.145996
	Iteration 81Q: 3 clusters Score -2428402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2428398.750000 Penalty: 5023.145996
	Iteration 82Q: 3 clusters Score -2428399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2428405.250000 Penalty: 5023.145996
	Iteration 83Q: 3 clusters Score -2428405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2428403.000000 Penalty: 5023.145996
	Iteration 84Q: 3 clusters Score -2428403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2428407.750000 Penalty: 5023.145996
	Iteration 85Q: 3 clusters Score -2428408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2428408.000000 Penalty: 5023.145996
	Iteration 86Q: 3 clusters Score -2428408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2428413.250000 Penalty: 5023.145996
	Iteration 87Q: 3 clusters Score -2428413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2428415.500000 Penalty: 5023.145996
	Iteration 88Q: 3 clusters Score -2428416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2428413.250000 Penalty: 5023.145996
	Iteration 89Q: 3 clusters Score -2428413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2428416.750000 Penalty: 5023.145996
	Iteration 90Q: 3 clusters Score -2428417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2428417.750000 Penalty: 5023.145996
	Iteration 91Q: 3 clusters Score -2428418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2428417.750000 Penalty: 5023.145996
	Iteration 92F: 3 clusters Score -2428418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -156545.890625 Penalty: 1850.201538
	Iteration 0F: 2 clusters Score -156545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -154145.921875 Penalty: 3700.403076
	Iteration 0F: 3 clusters Score -154145.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -154568.203125 Penalty: 3700.403076
	Iteration 1F: 3 clusters Score -154568.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154711.656250 Penalty: 3700.403076
	Iteration 2F: 3 clusters Score -154711.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154779.140625 Penalty: 3700.403076
	Iteration 3Q: 3 clusters Score -154779.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154822.359375 Penalty: 3700.403076
	Iteration 4Q: 3 clusters Score -154822.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -154858.296875 Penalty: 3700.403076
	Iteration 5Q: 3 clusters Score -154858.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -154899.906250 Penalty: 3700.403076
	Iteration 6Q: 3 clusters Score -154899.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -154937.546875 Penalty: 3700.403076
	Iteration 7Q: 3 clusters Score -154937.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -154967.812500 Penalty: 3700.403076
	Iteration 8Q: 3 clusters Score -154967.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154996.875000 Penalty: 3700.403076
	Iteration 9Q: 3 clusters Score -154996.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -155015.000000 Penalty: 3700.403076
	Iteration 10Q: 3 clusters Score -155015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -155030.250000 Penalty: 3700.403076
	Iteration 11Q: 3 clusters Score -155030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155046.390625 Penalty: 3700.403076
	Iteration 12Q: 3 clusters Score -155046.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -155054.203125 Penalty: 3700.403076
	Iteration 13Q: 3 clusters Score -155054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155060.171875 Penalty: 3700.403076
	Iteration 14Q: 3 clusters Score -155060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155065.656250 Penalty: 3700.403076
	Iteration 15Q: 3 clusters Score -155065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155074.359375 Penalty: 3700.403076
	Iteration 16Q: 3 clusters Score -155074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155081.593750 Penalty: 3700.403076
	Iteration 17Q: 3 clusters Score -155081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -155084.187500 Penalty: 3700.403076
	Iteration 18Q: 3 clusters Score -155084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -155084.187500 Penalty: 3700.403076
	Iteration 19F: 3 clusters Score -155084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Entering Unmasked Estep 
Score: -883939.625000 Penalty: 2250.765137
	Iteration 0F: 2 clusters Score -883939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -877070.562500 Penalty: 4501.530273
	Iteration 0F: 3 clusters Score -877070.6 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -878996.000000 Penalty: 4501.530273
	Iteration 1F: 3 clusters Score -878996 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -879291.875000 Penalty: 4501.530273
	Iteration 2F: 3 clusters Score -879291.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -879494.000000 Penalty: 4501.530273
	Iteration 3F: 3 clusters Score -879494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -879635.187500 Penalty: 4501.530273
	Iteration 4Q: 3 clusters Score -879635.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -879753.875000 Penalty: 4501.530273
	Iteration 5Q: 3 clusters Score -879753.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -879840.375000 Penalty: 4501.530273
	Iteration 6Q: 3 clusters Score -879840.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -879918.750000 Penalty: 4501.530273
	Iteration 7Q: 3 clusters Score -879918.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -880001.312500 Penalty: 4501.530273
	Iteration 8Q: 3 clusters Score -880001.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -880075.437500 Penalty: 4501.530273
	Iteration 9Q: 3 clusters Score -880075.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -880165.500000 Penalty: 4501.530273
	Iteration 10Q: 3 clusters Score -880165.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -880272.062500 Penalty: 4501.530273
	Iteration 11Q: 3 clusters Score -880272.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -880387.000000 Penalty: 4501.530273
	Iteration 12Q: 3 clusters Score -880387 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -880511.000000 Penalty: 4501.530273
	Iteration 13Q: 3 clusters Score -880511 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -880662.875000 Penalty: 4501.530273
	Iteration 14Q: 3 clusters Score -880662.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -880828.500000 Penalty: 4501.530273
	Iteration 15Q: 3 clusters Score -880828.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -880984.500000 Penalty: 4501.530273
	Iteration 16Q: 3 clusters Score -880984.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -881135.812500 Penalty: 4501.530273
	Iteration 17Q: 3 clusters Score -881135.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -881262.437500 Penalty: 4501.530273
	Iteration 18Q: 3 clusters Score -881262.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -881375.062500 Penalty: 4501.530273
	Iteration 19Q: 3 clusters Score -881375.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -881475.375000 Penalty: 4501.530273
	Iteration 20F: 3 clusters Score -881475.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -881551.437500 Penalty: 4501.530273
	Iteration 21Q: 3 clusters Score -881551.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -881638.125000 Penalty: 4501.530273
	Iteration 22Q: 3 clusters Score -881638.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -881697.187500 Penalty: 4501.530273
	Iteration 23Q: 3 clusters Score -881697.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -881742.500000 Penalty: 4501.530273
	Iteration 24Q: 3 clusters Score -881742.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -881776.812500 Penalty: 4501.530273
	Iteration 25Q: 3 clusters Score -881776.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -881799.375000 Penalty: 4501.530273
	Iteration 26Q: 3 clusters Score -881799.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -881825.312500 Penalty: 4501.530273
	Iteration 27Q: 3 clusters Score -881825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -881845.437500 Penalty: 4501.530273
	Iteration 28Q: 3 clusters Score -881845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -881859.937500 Penalty: 4501.530273
	Iteration 29Q: 3 clusters Score -881859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -881866.750000 Penalty: 4501.530273
	Iteration 30Q: 3 clusters Score -881866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -881873.187500 Penalty: 4501.530273
	Iteration 31Q: 3 clusters Score -881873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -881877.812500 Penalty: 4501.530273
	Iteration 32Q: 3 clusters Score -881877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -881887.562500 Penalty: 4501.530273
	Iteration 33Q: 3 clusters Score -881887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -881892.187500 Penalty: 4501.530273
	Iteration 34Q: 3 clusters Score -881892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -881899.375000 Penalty: 4501.530273
	Iteration 35Q: 3 clusters Score -881899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -881900.375000 Penalty: 4501.530273
	Iteration 36Q: 3 clusters Score -881900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -881906.437500 Penalty: 4501.530273
	Iteration 37Q: 3 clusters Score -881906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -881913.000000 Penalty: 4501.530273
	Iteration 38Q: 3 clusters Score -881913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -881916.687500 Penalty: 4501.530273
	Iteration 39Q: 3 clusters Score -881916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -881921.750000 Penalty: 4501.530273
	Iteration 40F: 3 clusters Score -881921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -881929.875000 Penalty: 4501.530273
	Iteration 41Q: 3 clusters Score -881929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -881932.625000 Penalty: 4501.530273
	Iteration 42Q: 3 clusters Score -881932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -881932.625000 Penalty: 4501.530273
	Iteration 43F: 3 clusters Score -881932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Entering Unmasked Estep 
Score: -3518576.000000 Penalty: 2596.565430
	Iteration 0F: 2 clusters Score -3518576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3494376.000000 Penalty: 5193.130859
	Iteration 0F: 3 clusters Score -3494376 nChanged 16132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3503512.500000 Penalty: 5193.130859
	Iteration 1F: 3 clusters Score -3503512 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3504378.500000 Penalty: 5193.130859
	Iteration 2F: 3 clusters Score -3504378 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3505520.000000 Penalty: 5193.130859
	Iteration 3F: 3 clusters Score -3505520 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3507035.250000 Penalty: 5193.130859
	Iteration 4F: 3 clusters Score -3507035 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3508776.250000 Penalty: 5193.130859
	Iteration 5F: 3 clusters Score -3508776 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3510298.250000 Penalty: 5193.130859
	Iteration 6F: 3 clusters Score -3510298 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3511408.250000 Penalty: 5193.130859
	Iteration 7F: 3 clusters Score -3511408 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3512140.500000 Penalty: 5193.130859
	Iteration 8Q: 3 clusters Score -3512140 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3512646.250000 Penalty: 5193.130859
	Iteration 9Q: 3 clusters Score -3512646 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3512954.000000 Penalty: 5193.130859
	Iteration 10Q: 3 clusters Score -3512954 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3513223.750000 Penalty: 5193.130859
	Iteration 11Q: 3 clusters Score -3513224 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3513447.250000 Penalty: 5193.130859
	Iteration 12Q: 3 clusters Score -3513447 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3513664.250000 Penalty: 5193.130859
	Iteration 13Q: 3 clusters Score -3513664 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3513907.000000 Penalty: 5193.130859
	Iteration 14Q: 3 clusters Score -3513907 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3514101.000000 Penalty: 5193.130859
	Iteration 15Q: 3 clusters Score -3514101 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3514317.250000 Penalty: 5193.130859
	Iteration 16Q: 3 clusters Score -3514317 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3514500.000000 Penalty: 5193.130859
	Iteration 17Q: 3 clusters Score -3514500 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3514641.750000 Penalty: 5193.130859
	Iteration 18Q: 3 clusters Score -3514642 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3514763.250000 Penalty: 5193.130859
	Iteration 19Q: 3 clusters Score -3514763 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3514847.500000 Penalty: 5193.130859
	Iteration 20F: 3 clusters Score -3514848 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3514944.750000 Penalty: 5193.130859
	Iteration 21Q: 3 clusters Score -3514945 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3515033.250000 Penalty: 5193.130859
	Iteration 22Q: 3 clusters Score -3515033 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3515124.750000 Penalty: 5193.130859
	Iteration 23Q: 3 clusters Score -3515125 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3515203.750000 Penalty: 5193.130859
	Iteration 24Q: 3 clusters Score -3515204 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3515300.500000 Penalty: 5193.130859
	Iteration 25Q: 3 clusters Score -3515300 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3515385.000000 Penalty: 5193.130859
	Iteration 26Q: 3 clusters Score -3515385 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -3515454.000000 Penalty: 5193.130859
	Iteration 27Q: 3 clusters Score -3515454 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3515528.750000 Penalty: 5193.130859
	Iteration 28Q: 3 clusters Score -3515529 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3515598.500000 Penalty: 5193.130859
	Iteration 29Q: 3 clusters Score -3515598 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3515655.000000 Penalty: 5193.130859
	Iteration 30Q: 3 clusters Score -3515655 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3515737.000000 Penalty: 5193.130859
	Iteration 31Q: 3 clusters Score -3515737 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3515795.000000 Penalty: 5193.130859
	Iteration 32Q: 3 clusters Score -3515795 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3515860.500000 Penalty: 5193.130859
	Iteration 33Q: 3 clusters Score -3515860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3515887.750000 Penalty: 5193.130859
	Iteration 34Q: 3 clusters Score -3515888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3515918.750000 Penalty: 5193.130859
	Iteration 35Q: 3 clusters Score -3515919 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3515929.500000 Penalty: 5193.130859
	Iteration 36Q: 3 clusters Score -3515930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3515963.500000 Penalty: 5193.130859
	Iteration 37Q: 3 clusters Score -3515964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3515995.250000 Penalty: 5193.130859
	Iteration 38Q: 3 clusters Score -3515995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3516033.000000 Penalty: 5193.130859
	Iteration 39Q: 3 clusters Score -3516033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3516068.500000 Penalty: 5193.130859
	Iteration 40F: 3 clusters Score -3516068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3516110.250000 Penalty: 5193.130859
	Iteration 41Q: 3 clusters Score -3516110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3516144.000000 Penalty: 5193.130859
	Iteration 42Q: 3 clusters Score -3516144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -3516169.250000 Penalty: 5193.130859
	Iteration 43Q: 3 clusters Score -3516169 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3516192.000000 Penalty: 5193.130859
	Iteration 44Q: 3 clusters Score -3516192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3516213.000000 Penalty: 5193.130859
	Iteration 45Q: 3 clusters Score -3516213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3516225.000000 Penalty: 5193.130859
	Iteration 46Q: 3 clusters Score -3516225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3516235.750000 Penalty: 5193.130859
	Iteration 47Q: 3 clusters Score -3516236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3516256.500000 Penalty: 5193.130859
	Iteration 48Q: 3 clusters Score -3516256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3516262.750000 Penalty: 5193.130859
	Iteration 49Q: 3 clusters Score -3516263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -3516290.250000 Penalty: 5193.130859
	Iteration 50Q: 3 clusters Score -3516290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3516299.250000 Penalty: 5193.130859
	Iteration 51Q: 3 clusters Score -3516299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3516326.000000 Penalty: 5193.130859
	Iteration 52Q: 3 clusters Score -3516326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3516335.250000 Penalty: 5193.130859
	Iteration 53Q: 3 clusters Score -3516335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3516341.750000 Penalty: 5193.130859
	Iteration 54Q: 3 clusters Score -3516342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3516350.750000 Penalty: 5193.130859
	Iteration 55Q: 3 clusters Score -3516351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3516366.500000 Penalty: 5193.130859
	Iteration 56Q: 3 clusters Score -3516366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3516373.500000 Penalty: 5193.130859
	Iteration 57Q: 3 clusters Score -3516374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3516379.750000 Penalty: 5193.130859
	Iteration 58Q: 3 clusters Score -3516380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3516384.750000 Penalty: 5193.130859
	Iteration 59Q: 3 clusters Score -3516385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3516392.000000 Penalty: 5193.130859
	Iteration 60F: 3 clusters Score -3516392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3516388.250000 Penalty: 5193.130859
	Iteration 61Q: 3 clusters Score -3516388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3516395.500000 Penalty: 5193.130859
	Iteration 62Q: 3 clusters Score -3516396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3516407.250000 Penalty: 5193.130859
	Iteration 63Q: 3 clusters Score -3516407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3516408.250000 Penalty: 5193.130859
	Iteration 64Q: 3 clusters Score -3516408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3516406.500000 Penalty: 5193.130859
	Iteration 65Q: 3 clusters Score -3516406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -3516412.750000 Penalty: 5193.130859
	Iteration 66Q: 3 clusters Score -3516413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -3516413.500000 Penalty: 5193.130859
	Iteration 67Q: 3 clusters Score -3516414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3516416.000000 Penalty: 5193.130859
	Iteration 68Q: 3 clusters Score -3516416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3516421.000000 Penalty: 5193.130859
	Iteration 69Q: 3 clusters Score -3516421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3516420.500000 Penalty: 5193.130859
	Iteration 70Q: 3 clusters Score -3516420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3516421.750000 Penalty: 5193.130859
	Iteration 71Q: 3 clusters Score -3516422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3516421.500000 Penalty: 5193.130859
	Iteration 72Q: 3 clusters Score -3516422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3516421.500000 Penalty: 5193.130859
	Iteration 73F: 3 clusters Score -3516422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Entering Unmasked Estep 
Score: -602462.062500 Penalty: 2164.408691
	Iteration 0F: 2 clusters Score -602462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -597240.875000 Penalty: 4328.817383
	Iteration 0F: 3 clusters Score -597240.9 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -598543.125000 Penalty: 4328.817383
	Iteration 1F: 3 clusters Score -598543.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -598839.250000 Penalty: 4328.817383
	Iteration 2F: 3 clusters Score -598839.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -599057.812500 Penalty: 4328.817383
	Iteration 3F: 3 clusters Score -599057.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -599232.125000 Penalty: 4328.817383
	Iteration 4Q: 3 clusters Score -599232.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -599379.687500 Penalty: 4328.817383
	Iteration 5Q: 3 clusters Score -599379.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -599481.250000 Penalty: 4328.817383
	Iteration 6Q: 3 clusters Score -599481.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -599593.000000 Penalty: 4328.817383
	Iteration 7Q: 3 clusters Score -599593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -599742.750000 Penalty: 4328.817383
	Iteration 8Q: 3 clusters Score -599742.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -599886.062500 Penalty: 4328.817383
	Iteration 9Q: 3 clusters Score -599886.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -600007.250000 Penalty: 4328.817383
	Iteration 10Q: 3 clusters Score -600007.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -600111.750000 Penalty: 4328.817383
	Iteration 11Q: 3 clusters Score -600111.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -600202.625000 Penalty: 4328.817383
	Iteration 12Q: 3 clusters Score -600202.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -600281.437500 Penalty: 4328.817383
	Iteration 13Q: 3 clusters Score -600281.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -600362.375000 Penalty: 4328.817383
	Iteration 14Q: 3 clusters Score -600362.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -600445.687500 Penalty: 4328.817383
	Iteration 15Q: 3 clusters Score -600445.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -600513.125000 Penalty: 4328.817383
	Iteration 16Q: 3 clusters Score -600513.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -600564.625000 Penalty: 4328.817383
	Iteration 17Q: 3 clusters Score -600564.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -600606.500000 Penalty: 4328.817383
	Iteration 18Q: 3 clusters Score -600606.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -600642.812500 Penalty: 4328.817383
	Iteration 19Q: 3 clusters Score -600642.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -600684.750000 Penalty: 4328.817383
	Iteration 20F: 3 clusters Score -600684.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -600727.937500 Penalty: 4328.817383
	Iteration 21Q: 3 clusters Score -600727.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -600760.750000 Penalty: 4328.817383
	Iteration 22Q: 3 clusters Score -600760.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -600772.437500 Penalty: 4328.817383
	Iteration 23Q: 3 clusters Score -600772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -600777.500000 Penalty: 4328.817383
	Iteration 24Q: 3 clusters Score -600777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -600780.062500 Penalty: 4328.817383
	Iteration 25Q: 3 clusters Score -600780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -600784.750000 Penalty: 4328.817383
	Iteration 26Q: 3 clusters Score -600784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -600786.500000 Penalty: 4328.817383
	Iteration 27Q: 3 clusters Score -600786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -600788.125000 Penalty: 4328.817383
	Iteration 28Q: 3 clusters Score -600788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -600789.000000 Penalty: 4328.817383
	Iteration 29Q: 3 clusters Score -600789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -600790.187500 Penalty: 4328.817383
	Iteration 30Q: 3 clusters Score -600790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -600792.000000 Penalty: 4328.817383
	Iteration 31Q: 3 clusters Score -600792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -600794.562500 Penalty: 4328.817383
	Iteration 32Q: 3 clusters Score -600794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -600796.000000 Penalty: 4328.817383
	Iteration 33Q: 3 clusters Score -600796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -600797.500000 Penalty: 4328.817383
	Iteration 34Q: 3 clusters Score -600797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -600798.937500 Penalty: 4328.817383
	Iteration 35Q: 3 clusters Score -600798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -600800.750000 Penalty: 4328.817383
	Iteration 36Q: 3 clusters Score -600800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -600800.750000 Penalty: 4328.817383
	Iteration 37F: 3 clusters Score -600800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Entering Unmasked Estep 
Score: -1187200.750000 Penalty: 2341.322510
	Iteration 0F: 2 clusters Score -1187201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1177874.750000 Penalty: 4682.645020
	Iteration 0F: 3 clusters Score -1177875 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1180842.125000 Penalty: 4682.645020
	Iteration 1F: 3 clusters Score -1180842 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1181283.000000 Penalty: 4682.645020
	Iteration 2F: 3 clusters Score -1181283 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1181678.375000 Penalty: 4682.645020
	Iteration 3F: 3 clusters Score -1181678 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1182135.375000 Penalty: 4682.645020
	Iteration 4F: 3 clusters Score -1182135 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1182707.125000 Penalty: 4682.645020
	Iteration 5F: 3 clusters Score -1182707 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1183311.500000 Penalty: 4682.645020
	Iteration 6F: 3 clusters Score -1183312 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1183866.500000 Penalty: 4682.645020
	Iteration 7F: 3 clusters Score -1183866 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1184403.000000 Penalty: 4682.645020
	Iteration 8F: 3 clusters Score -1184403 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1184912.250000 Penalty: 4682.645020
	Iteration 9Q: 3 clusters Score -1184912 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1185306.250000 Penalty: 4682.645020
	Iteration 10Q: 3 clusters Score -1185306 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1185606.250000 Penalty: 4682.645020
	Iteration 11Q: 3 clusters Score -1185606 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1185807.375000 Penalty: 4682.645020
	Iteration 12Q: 3 clusters Score -1185807 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1185938.500000 Penalty: 4682.645020
	Iteration 13Q: 3 clusters Score -1185938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1186004.000000 Penalty: 4682.645020
	Iteration 14Q: 3 clusters Score -1186004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1186048.750000 Penalty: 4682.645020
	Iteration 15Q: 3 clusters Score -1186049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1186077.375000 Penalty: 4682.645020
	Iteration 16Q: 3 clusters Score -1186077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1186096.125000 Penalty: 4682.645020
	Iteration 17Q: 3 clusters Score -1186096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1186116.500000 Penalty: 4682.645020
	Iteration 18Q: 3 clusters Score -1186116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1186129.125000 Penalty: 4682.645020
	Iteration 19Q: 3 clusters Score -1186129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1186137.000000 Penalty: 4682.645020
	Iteration 20F: 3 clusters Score -1186137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1186149.500000 Penalty: 4682.645020
	Iteration 21Q: 3 clusters Score -1186150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1186152.500000 Penalty: 4682.645020
	Iteration 22Q: 3 clusters Score -1186152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1186157.250000 Penalty: 4682.645020
	Iteration 23Q: 3 clusters Score -1186157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1186155.875000 Penalty: 4682.645020
	Iteration 24Q: 3 clusters Score -1186156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1186156.625000 Penalty: 4682.645020
	Iteration 25Q: 3 clusters Score -1186157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1186156.625000 Penalty: 4682.645020
	Iteration 26Q: 3 clusters Score -1186157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1186160.375000 Penalty: 4682.645020
	Iteration 27Q: 3 clusters Score -1186160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1186163.375000 Penalty: 4682.645020
	Iteration 28Q: 3 clusters Score -1186163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1186165.875000 Penalty: 4682.645020
	Iteration 29Q: 3 clusters Score -1186166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1186168.000000 Penalty: 4682.645020
	Iteration 30Q: 3 clusters Score -1186168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1186169.000000 Penalty: 4682.645020
	Iteration 31Q: 3 clusters Score -1186169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1186169.000000 Penalty: 4682.645020
	Iteration 32F: 3 clusters Score -1186169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -1448303.000000 Penalty: 2405.195312
	Iteration 0F: 2 clusters Score -1448303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1436707.750000 Penalty: 4810.390625
	Iteration 0F: 3 clusters Score -1436708 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1440660.625000 Penalty: 4810.390625
	Iteration 1F: 3 clusters Score -1440661 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1441335.500000 Penalty: 4810.390625
	Iteration 2F: 3 clusters Score -1441336 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1442007.125000 Penalty: 4810.390625
	Iteration 3F: 3 clusters Score -1442007 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1442725.375000 Penalty: 4810.390625
	Iteration 4F: 3 clusters Score -1442725 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1443447.625000 Penalty: 4810.390625
	Iteration 5F: 3 clusters Score -1443448 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1444163.250000 Penalty: 4810.390625
	Iteration 6F: 3 clusters Score -1444163 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1444772.750000 Penalty: 4810.390625
	Iteration 7F: 3 clusters Score -1444773 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1445281.000000 Penalty: 4810.390625
	Iteration 8Q: 3 clusters Score -1445281 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1445631.500000 Penalty: 4810.390625
	Iteration 9Q: 3 clusters Score -1445632 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1445910.125000 Penalty: 4810.390625
	Iteration 10Q: 3 clusters Score -1445910 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1446064.875000 Penalty: 4810.390625
	Iteration 11Q: 3 clusters Score -1446065 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1446168.250000 Penalty: 4810.390625
	Iteration 12Q: 3 clusters Score -1446168 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1446231.125000 Penalty: 4810.390625
	Iteration 13Q: 3 clusters Score -1446231 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1446270.000000 Penalty: 4810.390625
	Iteration 14Q: 3 clusters Score -1446270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1446296.875000 Penalty: 4810.390625
	Iteration 15Q: 3 clusters Score -1446297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1446324.375000 Penalty: 4810.390625
	Iteration 16Q: 3 clusters Score -1446324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1446342.500000 Penalty: 4810.390625
	Iteration 17Q: 3 clusters Score -1446342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1446358.500000 Penalty: 4810.390625
	Iteration 18Q: 3 clusters Score -1446358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1446371.000000 Penalty: 4810.390625
	Iteration 19Q: 3 clusters Score -1446371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1446384.875000 Penalty: 4810.390625
	Iteration 20F: 3 clusters Score -1446385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1446399.250000 Penalty: 4810.390625
	Iteration 21Q: 3 clusters Score -1446399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1446413.500000 Penalty: 4810.390625
	Iteration 22Q: 3 clusters Score -1446414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1446425.125000 Penalty: 4810.390625
	Iteration 23Q: 3 clusters Score -1446425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1446431.750000 Penalty: 4810.390625
	Iteration 24Q: 3 clusters Score -1446432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1446434.750000 Penalty: 4810.390625
	Iteration 25Q: 3 clusters Score -1446435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1446440.875000 Penalty: 4810.390625
	Iteration 26Q: 3 clusters Score -1446441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1446445.625000 Penalty: 4810.390625
	Iteration 27Q: 3 clusters Score -1446446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1446449.625000 Penalty: 4810.390625
	Iteration 28Q: 3 clusters Score -1446450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1446458.250000 Penalty: 4810.390625
	Iteration 29Q: 3 clusters Score -1446458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1446455.625000 Penalty: 4810.390625
	Iteration 30Q: 3 clusters Score -1446456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1446458.750000 Penalty: 4810.390625
	Iteration 31Q: 3 clusters Score -1446459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1446462.875000 Penalty: 4810.390625
	Iteration 32Q: 3 clusters Score -1446463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1446459.875000 Penalty: 4810.390625
	Iteration 33Q: 3 clusters Score -1446460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1446465.250000 Penalty: 4810.390625
	Iteration 34Q: 3 clusters Score -1446465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1446469.125000 Penalty: 4810.390625
	Iteration 35Q: 3 clusters Score -1446469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1446470.500000 Penalty: 4810.390625
	Iteration 36Q: 3 clusters Score -1446470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1446473.750000 Penalty: 4810.390625
	Iteration 37Q: 3 clusters Score -1446474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1446475.250000 Penalty: 4810.390625
	Iteration 38Q: 3 clusters Score -1446475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1446473.750000 Penalty: 4810.390625
	Iteration 39Q: 3 clusters Score -1446474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1446475.500000 Penalty: 4810.390625
	Iteration 40F: 3 clusters Score -1446476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1446476.500000 Penalty: 4810.390625
	Iteration 41Q: 3 clusters Score -1446476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1446475.375000 Penalty: 4810.390625
	Iteration 42Q: 3 clusters Score -1446475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1446480.625000 Penalty: 4810.390625
	Iteration 43Q: 3 clusters Score -1446481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1446480.375000 Penalty: 4810.390625
	Iteration 44Q: 3 clusters Score -1446480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1446480.000000 Penalty: 4810.390625
	Iteration 45Q: 3 clusters Score -1446480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1446480.625000 Penalty: 4810.390625
	Iteration 46Q: 3 clusters Score -1446481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1446480.625000 Penalty: 4810.390625
	Iteration 47F: 3 clusters Score -1446481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -398420.687500 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -398420.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -394319.812500 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -394319.8 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -395329.375000 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -395329.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -395587.937500 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -395587.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -395794.656250 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -395794.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -395964.031250 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -395964 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -396114.687500 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -396114.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -396234.250000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -396234.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -396333.562500 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -396333.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -396405.875000 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -396405.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -396473.187500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -396473.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -396531.437500 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -396531.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -396580.093750 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -396580.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -396630.125000 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -396630.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -396686.156250 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -396686.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -396728.125000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -396728.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -396767.375000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -396767.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -396809.781250 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -396809.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -396850.750000 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -396850.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -396892.312500 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -396892.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -396920.281250 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -396920.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -396940.875000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -396940.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -396966.968750 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -396967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -397006.656250 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -397006.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -397034.031250 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -397034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -397062.312500 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -397062.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -397100.031250 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -397100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -397151.062500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -397151.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -397218.250000 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -397218.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -397292.343750 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -397292.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -397332.812500 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -397332.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -397359.281250 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -397359.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -397376.281250 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -397376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -397388.781250 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -397388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -397397.125000 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -397397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -397403.468750 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -397403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -397406.156250 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -397406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -397406.968750 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -397407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -397407.687500 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -397407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -397407.750000 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -397407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -397409.656250 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -397409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -397410.625000 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -397410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -397411.187500 Penalty: 4151.906250
	Iteration 41Q: 3 clusters Score -397411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -397412.781250 Penalty: 4151.906250
	Iteration 42Q: 3 clusters Score -397412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -397413.187500 Penalty: 4151.906250
	Iteration 43Q: 3 clusters Score -397413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -397414.250000 Penalty: 4151.906250
	Iteration 44Q: 3 clusters Score -397414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -397414.250000 Penalty: 4151.906250
	Iteration 45F: 3 clusters Score -397414.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -911850.437500 Penalty: 2267.788086
	Iteration 0F: 2 clusters Score -911850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -904570.312500 Penalty: 4535.576172
	Iteration 0F: 3 clusters Score -904570.3 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -906701.875000 Penalty: 4535.576172
	Iteration 1F: 3 clusters Score -906701.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -907078.250000 Penalty: 4535.576172
	Iteration 2F: 3 clusters Score -907078.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -907422.312500 Penalty: 4535.576172
	Iteration 3F: 3 clusters Score -907422.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -907782.437500 Penalty: 4535.576172
	Iteration 4F: 3 clusters Score -907782.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -908189.062500 Penalty: 4535.576172
	Iteration 5F: 3 clusters Score -908189.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -908620.937500 Penalty: 4535.576172
	Iteration 6F: 3 clusters Score -908620.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -909058.500000 Penalty: 4535.576172
	Iteration 7F: 3 clusters Score -909058.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -909408.687500 Penalty: 4535.576172
	Iteration 8Q: 3 clusters Score -909408.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -909716.812500 Penalty: 4535.576172
	Iteration 9Q: 3 clusters Score -909716.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -910014.812500 Penalty: 4535.576172
	Iteration 10Q: 3 clusters Score -910014.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -910298.625000 Penalty: 4535.576172
	Iteration 11Q: 3 clusters Score -910298.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -910617.812500 Penalty: 4535.576172
	Iteration 12Q: 3 clusters Score -910617.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -910953.125000 Penalty: 4535.576172
	Iteration 13Q: 3 clusters Score -910953.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -911188.500000 Penalty: 4535.576172
	Iteration 14Q: 3 clusters Score -911188.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -911348.375000 Penalty: 4535.576172
	Iteration 15Q: 3 clusters Score -911348.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -911440.875000 Penalty: 4535.576172
	Iteration 16Q: 3 clusters Score -911440.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -911485.687500 Penalty: 4535.576172
	Iteration 17Q: 3 clusters Score -911485.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -911509.062500 Penalty: 4535.576172
	Iteration 18Q: 3 clusters Score -911509.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -911522.687500 Penalty: 4535.576172
	Iteration 19Q: 3 clusters Score -911522.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -911531.375000 Penalty: 4535.576172
	Iteration 20F: 3 clusters Score -911531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -911538.750000 Penalty: 4535.576172
	Iteration 21Q: 3 clusters Score -911538.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -911548.312500 Penalty: 4535.576172
	Iteration 22Q: 3 clusters Score -911548.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -911553.812500 Penalty: 4535.576172
	Iteration 23Q: 3 clusters Score -911553.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -911559.875000 Penalty: 4535.576172
	Iteration 24Q: 3 clusters Score -911559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -911562.062500 Penalty: 4535.576172
	Iteration 25Q: 3 clusters Score -911562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -911562.437500 Penalty: 4535.576172
	Iteration 26Q: 3 clusters Score -911562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -911562.000000 Penalty: 4535.576172
	Iteration 27Q: 3 clusters Score -911562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -911562.000000 Penalty: 4535.576172
	Iteration 28F: 3 clusters Score -911562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Entering Unmasked Estep 
Score: -2991479.250000 Penalty: 2556.181641
	Iteration 0F: 2 clusters Score -2991479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2971000.750000 Penalty: 5112.363281
	Iteration 0F: 3 clusters Score -2971001 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2978538.250000 Penalty: 5112.363281
	Iteration 1F: 3 clusters Score -2978538 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2979062.500000 Penalty: 5112.363281
	Iteration 2Q: 3 clusters Score -2979062 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2979597.000000 Penalty: 5112.363281
	Iteration 3Q: 3 clusters Score -2979597 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2980069.000000 Penalty: 5112.363281
	Iteration 4Q: 3 clusters Score -2980069 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2980500.000000 Penalty: 5112.363281
	Iteration 5Q: 3 clusters Score -2980500 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2980971.250000 Penalty: 5112.363281
	Iteration 6Q: 3 clusters Score -2980971 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2981516.500000 Penalty: 5112.363281
	Iteration 7Q: 3 clusters Score -2981516 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2982077.750000 Penalty: 5112.363281
	Iteration 8Q: 3 clusters Score -2982078 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2982744.750000 Penalty: 5112.363281
	Iteration 9Q: 3 clusters Score -2982745 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2983424.750000 Penalty: 5112.363281
	Iteration 10Q: 3 clusters Score -2983425 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2984143.500000 Penalty: 5112.363281
	Iteration 11Q: 3 clusters Score -2984144 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2984824.750000 Penalty: 5112.363281
	Iteration 12Q: 3 clusters Score -2984825 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2985531.000000 Penalty: 5112.363281
	Iteration 13Q: 3 clusters Score -2985531 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2986132.250000 Penalty: 5112.363281
	Iteration 14Q: 3 clusters Score -2986132 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2986657.500000 Penalty: 5112.363281
	Iteration 15Q: 3 clusters Score -2986658 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2987122.250000 Penalty: 5112.363281
	Iteration 16Q: 3 clusters Score -2987122 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2987529.500000 Penalty: 5112.363281
	Iteration 17Q: 3 clusters Score -2987530 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2987888.750000 Penalty: 5112.363281
	Iteration 18Q: 3 clusters Score -2987889 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2988133.750000 Penalty: 5112.363281
	Iteration 19Q: 3 clusters Score -2988134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2988285.250000 Penalty: 5112.363281
	Iteration 20F: 3 clusters Score -2988285 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2988413.000000 Penalty: 5112.363281
	Iteration 21Q: 3 clusters Score -2988413 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2988501.750000 Penalty: 5112.363281
	Iteration 22Q: 3 clusters Score -2988502 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2988580.750000 Penalty: 5112.363281
	Iteration 23Q: 3 clusters Score -2988581 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2988667.250000 Penalty: 5112.363281
	Iteration 24Q: 3 clusters Score -2988667 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2988740.250000 Penalty: 5112.363281
	Iteration 25Q: 3 clusters Score -2988740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2988796.250000 Penalty: 5112.363281
	Iteration 26Q: 3 clusters Score -2988796 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2988856.750000 Penalty: 5112.363281
	Iteration 27Q: 3 clusters Score -2988857 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2988921.000000 Penalty: 5112.363281
	Iteration 28Q: 3 clusters Score -2988921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2988985.750000 Penalty: 5112.363281
	Iteration 29Q: 3 clusters Score -2988986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2989055.000000 Penalty: 5112.363281
	Iteration 30Q: 3 clusters Score -2989055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2989090.750000 Penalty: 5112.363281
	Iteration 31Q: 3 clusters Score -2989091 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2989113.750000 Penalty: 5112.363281
	Iteration 32Q: 3 clusters Score -2989114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2989136.250000 Penalty: 5112.363281
	Iteration 33Q: 3 clusters Score -2989136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2989161.000000 Penalty: 5112.363281
	Iteration 34Q: 3 clusters Score -2989161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2989178.500000 Penalty: 5112.363281
	Iteration 35Q: 3 clusters Score -2989178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2989196.500000 Penalty: 5112.363281
	Iteration 36Q: 3 clusters Score -2989196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2989223.750000 Penalty: 5112.363281
	Iteration 37Q: 3 clusters Score -2989224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2989240.750000 Penalty: 5112.363281
	Iteration 38Q: 3 clusters Score -2989241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2989248.750000 Penalty: 5112.363281
	Iteration 39Q: 3 clusters Score -2989249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2989253.750000 Penalty: 5112.363281
	Iteration 40F: 3 clusters Score -2989254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2989265.500000 Penalty: 5112.363281
	Iteration 41Q: 3 clusters Score -2989266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2989272.750000 Penalty: 5112.363281
	Iteration 42Q: 3 clusters Score -2989273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2989276.500000 Penalty: 5112.363281
	Iteration 43Q: 3 clusters Score -2989276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2989280.750000 Penalty: 5112.363281
	Iteration 44Q: 3 clusters Score -2989281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2989286.750000 Penalty: 5112.363281
	Iteration 45Q: 3 clusters Score -2989287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2989289.000000 Penalty: 5112.363281
	Iteration 46Q: 3 clusters Score -2989289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2989295.750000 Penalty: 5112.363281
	Iteration 47Q: 3 clusters Score -2989296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2989303.000000 Penalty: 5112.363281
	Iteration 48Q: 3 clusters Score -2989303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2989308.500000 Penalty: 5112.363281
	Iteration 49Q: 3 clusters Score -2989308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2989315.250000 Penalty: 5112.363281
	Iteration 50Q: 3 clusters Score -2989315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2989315.750000 Penalty: 5112.363281
	Iteration 51Q: 3 clusters Score -2989316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2989313.000000 Penalty: 5112.363281
	Iteration 52Q: 3 clusters Score -2989313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2989315.250000 Penalty: 5112.363281
	Iteration 53Q: 3 clusters Score -2989315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2989317.500000 Penalty: 5112.363281
	Iteration 54Q: 3 clusters Score -2989318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2989312.750000 Penalty: 5112.363281
	Iteration 55Q: 3 clusters Score -2989313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2989316.250000 Penalty: 5112.363281
	Iteration 56Q: 3 clusters Score -2989316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2989319.250000 Penalty: 5112.363281
	Iteration 57Q: 3 clusters Score -2989319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2989326.750000 Penalty: 5112.363281
	Iteration 58Q: 3 clusters Score -2989327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2989330.250000 Penalty: 5112.363281
	Iteration 59Q: 3 clusters Score -2989330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2989332.750000 Penalty: 5112.363281
	Iteration 60F: 3 clusters Score -2989333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2989342.500000 Penalty: 5112.363281
	Iteration 61Q: 3 clusters Score -2989342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2989337.000000 Penalty: 5112.363281
	Iteration 62Q: 3 clusters Score -2989337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2989343.000000 Penalty: 5112.363281
	Iteration 63Q: 3 clusters Score -2989343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2989347.750000 Penalty: 5112.363281
	Iteration 64Q: 3 clusters Score -2989348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2989351.000000 Penalty: 5112.363281
	Iteration 65Q: 3 clusters Score -2989351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2989353.250000 Penalty: 5112.363281
	Iteration 66Q: 3 clusters Score -2989353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2989357.250000 Penalty: 5112.363281
	Iteration 67Q: 3 clusters Score -2989357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2989356.250000 Penalty: 5112.363281
	Iteration 68Q: 3 clusters Score -2989356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2989358.250000 Penalty: 5112.363281
	Iteration 69Q: 3 clusters Score -2989358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2989358.250000 Penalty: 5112.363281
	Iteration 70Q: 3 clusters Score -2989358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2989360.750000 Penalty: 5112.363281
	Iteration 71Q: 3 clusters Score -2989361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2989362.750000 Penalty: 5112.363281
	Iteration 72Q: 3 clusters Score -2989363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2989364.000000 Penalty: 5112.363281
	Iteration 73Q: 3 clusters Score -2989364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2989364.750000 Penalty: 5112.363281
	Iteration 74Q: 3 clusters Score -2989365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2989359.500000 Penalty: 5112.363281
	Iteration 75Q: 3 clusters Score -2989360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2989363.250000 Penalty: 5112.363281
	Iteration 76Q: 3 clusters Score -2989363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2989366.000000 Penalty: 5112.363281
	Iteration 77Q: 3 clusters Score -2989366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2989369.250000 Penalty: 5112.363281
	Iteration 78Q: 3 clusters Score -2989369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2989374.000000 Penalty: 5112.363281
	Iteration 79Q: 3 clusters Score -2989374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2989376.500000 Penalty: 5112.363281
	Iteration 80F: 3 clusters Score -2989376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2989373.500000 Penalty: 5112.363281
	Iteration 81Q: 3 clusters Score -2989374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2989374.750000 Penalty: 5112.363281
	Iteration 82Q: 3 clusters Score -2989375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2989376.500000 Penalty: 5112.363281
	Iteration 83Q: 3 clusters Score -2989376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2989379.500000 Penalty: 5112.363281
	Iteration 84Q: 3 clusters Score -2989380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2989378.000000 Penalty: 5112.363281
	Iteration 85Q: 3 clusters Score -2989378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2989378.000000 Penalty: 5112.363281
	Iteration 86F: 3 clusters Score -2989378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -100627.992188 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -100628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98596.851562 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -98596.85 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98897.757812 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -98897.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -98969.484375 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -98969.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99003.585938 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -99003.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99020.773438 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -99020.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99028.828125 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -99028.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99037.546875 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -99037.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99047.375000 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -99047.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99058.265625 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -99058.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99064.054688 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -99064.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99067.820312 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -99067.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99071.164062 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -99071.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99078.750000 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -99078.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99088.648438 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -99088.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -99096.109375 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -99096.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99099.757812 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -99099.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99103.851562 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -99103.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99104.515625 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -99104.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99104.515625 Penalty: 3461.194092
	Iteration 18F: 3 clusters Score -99104.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -208618.546875 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -208618.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -205650.875000 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -205650.9 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -206464.562500 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -206464.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -206807.078125 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -206807.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -207046.546875 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -207046.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -207216.437500 Penalty: 3918.531982
	Iteration 4F: 3 clusters Score -207216.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -207332.484375 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -207332.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -207428.546875 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -207428.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -207488.953125 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -207489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -207523.781250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -207523.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -207563.968750 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -207564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -207602.171875 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -207602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -207634.703125 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -207634.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -207656.156250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -207656.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -207679.500000 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -207679.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -207696.562500 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -207696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -207714.000000 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -207714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -207727.468750 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -207727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -207741.546875 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -207741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -207761.140625 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -207761.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -207783.890625 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -207783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -207794.828125 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -207794.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -207810.250000 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -207810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -207823.093750 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -207823.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -207835.750000 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -207835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -207847.953125 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -207848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -207858.265625 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -207858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -207864.140625 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -207864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -207865.859375 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -207865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -207865.984375 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -207866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -207865.984375 Penalty: 3918.531982
	Iteration 29F: 3 clusters Score -207866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -129492.554688 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -129492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127290.289062 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -127290.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127612.523438 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -127612.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127705.742188 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -127705.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127763.695312 Penalty: 3582.392822
	Iteration 3Q: 3 clusters Score -127763.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127795.039062 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -127795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127822.304688 Penalty: 3582.392822
	Iteration 5Q: 3 clusters Score -127822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127836.312500 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -127836.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127843.703125 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -127843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127847.796875 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -127847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127849.960938 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -127850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127856.960938 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -127857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127862.992188 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -127863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127868.437500 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -127868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127876.406250 Penalty: 3582.392822
	Iteration 13Q: 3 clusters Score -127876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127882.679688 Penalty: 3582.392822
	Iteration 14Q: 3 clusters Score -127882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127883.460938 Penalty: 3582.392822
	Iteration 15Q: 3 clusters Score -127883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127884.062500 Penalty: 3582.392822
	Iteration 16Q: 3 clusters Score -127884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127885.429688 Penalty: 3582.392822
	Iteration 17Q: 3 clusters Score -127885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127885.429688 Penalty: 3582.392822
	Iteration 18F: 3 clusters Score -127885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -289029.343750 Penalty: 1973.032349
	Iteration 0F: 2 clusters Score -289029.3 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 1456 members 
Entering Unmasked Estep 
Score: -285860.593750 Penalty: 3946.064697
	Iteration 0F: 3 clusters Score -285860.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -286455.968750 Penalty: 3946.064697
	Iteration 1F: 3 clusters Score -286456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -286608.281250 Penalty: 3946.064697
	Iteration 2F: 3 clusters Score -286608.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -286684.937500 Penalty: 3946.064697
	Iteration 3Q: 3 clusters Score -286684.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286734.718750 Penalty: 3946.064697
	Iteration 4Q: 3 clusters Score -286734.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286767.125000 Penalty: 3946.064697
	Iteration 5Q: 3 clusters Score -286767.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286793.156250 Penalty: 3946.064697
	Iteration 6Q: 3 clusters Score -286793.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286814.656250 Penalty: 3946.064697
	Iteration 7Q: 3 clusters Score -286814.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -286827.968750 Penalty: 3946.064697
	Iteration 8Q: 3 clusters Score -286828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -286844.906250 Penalty: 3946.064697
	Iteration 9Q: 3 clusters Score -286844.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -286857.781250 Penalty: 3946.064697
	Iteration 10Q: 3 clusters Score -286857.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -286868.343750 Penalty: 3946.064697
	Iteration 11Q: 3 clusters Score -286868.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286876.625000 Penalty: 3946.064697
	Iteration 12Q: 3 clusters Score -286876.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286884.093750 Penalty: 3946.064697
	Iteration 13Q: 3 clusters Score -286884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286887.625000 Penalty: 3946.064697
	Iteration 14Q: 3 clusters Score -286887.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286892.031250 Penalty: 3946.064697
	Iteration 15Q: 3 clusters Score -286892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -286894.750000 Penalty: 3946.064697
	Iteration 16Q: 3 clusters Score -286894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -286897.906250 Penalty: 3946.064697
	Iteration 17Q: 3 clusters Score -286897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -286901.000000 Penalty: 3946.064697
	Iteration 18Q: 3 clusters Score -286901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -286903.343750 Penalty: 3946.064697
	Iteration 19Q: 3 clusters Score -286903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286905.781250 Penalty: 3946.064697
	Iteration 20F: 3 clusters Score -286905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286905.968750 Penalty: 3946.064697
	Iteration 21Q: 3 clusters Score -286906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -286905.968750 Penalty: 3946.064697
	Iteration 22F: 3 clusters Score -286906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Entering Unmasked Estep 
Score: -994440.625000 Penalty: 2278.393799
	Iteration 0F: 2 clusters Score -994440.6 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 4899 members 
Entering Unmasked Estep 
Score: -986925.625000 Penalty: 4556.787598
	Iteration 0F: 3 clusters Score -986925.6 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -989029.187500 Penalty: 4556.787598
	Iteration 1F: 3 clusters Score -989029.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -989336.000000 Penalty: 4556.787598
	Iteration 2F: 3 clusters Score -989336 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -989542.250000 Penalty: 4556.787598
	Iteration 3Q: 3 clusters Score -989542.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -989741.125000 Penalty: 4556.787598
	Iteration 4Q: 3 clusters Score -989741.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -989934.500000 Penalty: 4556.787598
	Iteration 5Q: 3 clusters Score -989934.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -990151.875000 Penalty: 4556.787598
	Iteration 6Q: 3 clusters Score -990151.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -990391.500000 Penalty: 4556.787598
	Iteration 7Q: 3 clusters Score -990391.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -990675.125000 Penalty: 4556.787598
	Iteration 8Q: 3 clusters Score -990675.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -990969.312500 Penalty: 4556.787598
	Iteration 9Q: 3 clusters Score -990969.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -991271.750000 Penalty: 4556.787598
	Iteration 10Q: 3 clusters Score -991271.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -991559.000000 Penalty: 4556.787598
	Iteration 11Q: 3 clusters Score -991559 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -991789.562500 Penalty: 4556.787598
	Iteration 12Q: 3 clusters Score -991789.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -991963.187500 Penalty: 4556.787598
	Iteration 13Q: 3 clusters Score -991963.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -992079.875000 Penalty: 4556.787598
	Iteration 14Q: 3 clusters Score -992079.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -992165.125000 Penalty: 4556.787598
	Iteration 15Q: 3 clusters Score -992165.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -992228.625000 Penalty: 4556.787598
	Iteration 16Q: 3 clusters Score -992228.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -992291.250000 Penalty: 4556.787598
	Iteration 17Q: 3 clusters Score -992291.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -992347.062500 Penalty: 4556.787598
	Iteration 18Q: 3 clusters Score -992347.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -992386.062500 Penalty: 4556.787598
	Iteration 19Q: 3 clusters Score -992386.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -992403.187500 Penalty: 4556.787598
	Iteration 20F: 3 clusters Score -992403.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -992418.875000 Penalty: 4556.787598
	Iteration 21Q: 3 clusters Score -992418.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -992430.000000 Penalty: 4556.787598
	Iteration 22Q: 3 clusters Score -992430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -992440.937500 Penalty: 4556.787598
	Iteration 23Q: 3 clusters Score -992440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -992455.437500 Penalty: 4556.787598
	Iteration 24Q: 3 clusters Score -992455.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -992465.125000 Penalty: 4556.787598
	Iteration 25Q: 3 clusters Score -992465.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -992472.062500 Penalty: 4556.787598
	Iteration 26Q: 3 clusters Score -992472.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -992476.812500 Penalty: 4556.787598
	Iteration 27Q: 3 clusters Score -992476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -992481.437500 Penalty: 4556.787598
	Iteration 28Q: 3 clusters Score -992481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -992484.312500 Penalty: 4556.787598
	Iteration 29Q: 3 clusters Score -992484.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -992488.500000 Penalty: 4556.787598
	Iteration 30Q: 3 clusters Score -992488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -992492.875000 Penalty: 4556.787598
	Iteration 31Q: 3 clusters Score -992492.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -992495.062500 Penalty: 4556.787598
	Iteration 32Q: 3 clusters Score -992495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -992498.875000 Penalty: 4556.787598
	Iteration 33Q: 3 clusters Score -992498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -992501.687500 Penalty: 4556.787598
	Iteration 34Q: 3 clusters Score -992501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -992504.187500 Penalty: 4556.787598
	Iteration 35Q: 3 clusters Score -992504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -992505.187500 Penalty: 4556.787598
	Iteration 36Q: 3 clusters Score -992505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -992506.000000 Penalty: 4556.787598
	Iteration 37Q: 3 clusters Score -992506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -992508.937500 Penalty: 4556.787598
	Iteration 38Q: 3 clusters Score -992508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -992508.500000 Penalty: 4556.787598
	Iteration 39Q: 3 clusters Score -992508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -992508.687500 Penalty: 4556.787598
	Iteration 40F: 3 clusters Score -992508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -992510.500000 Penalty: 4556.787598
	Iteration 41Q: 3 clusters Score -992510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -992511.937500 Penalty: 4556.787598
	Iteration 42Q: 3 clusters Score -992511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -992511.937500 Penalty: 4556.787598
	Iteration 43F: 3 clusters Score -992511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -229448.031250 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -229448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -226420.281250 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -226420.3 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -227186.531250 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -227186.5 nChanged 298
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: -227666.125000 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -227666.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228338.359375 Penalty: 3907.000977
	Iteration 3F: 3 clusters Score -228338.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -229073.390625 Penalty: 3907.000977
	Iteration 4F: 3 clusters Score -229073.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -229625.328125 Penalty: 3907.000977
	Iteration 5F: 3 clusters Score -229625.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229920.203125 Penalty: 3907.000977
	Iteration 6Q: 3 clusters Score -229920.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -229992.687500 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -229992.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -230011.656250 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -230011.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -230020.093750 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -230020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -230024.312500 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -230024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -230026.265625 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -230026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -230026.953125 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -230027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -230027.984375 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -230028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -230029.046875 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -230029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230029.765625 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -230029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230029.765625 Penalty: 3907.000977
	Iteration 16F: 3 clusters Score -230029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 6026 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103329 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 14138 members 
Mstep: Class 45 contains 3332 members 
Mstep: Class 46 contains 1229 members 
Entering Unmasked Estep 
Score: -58905108.000000 Penalty: 152269.187500
Splitting cluster 32 changes total score from -58902588.000000 to -58905108.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -548567.625000 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -548567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -543372.625000 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -543372.6 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -544863.937500 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -544863.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -545351.687500 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -545351.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -545762.812500 Penalty: 4317.104004
	Iteration 3F: 3 clusters Score -545762.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -546127.625000 Penalty: 4317.104004
	Iteration 4F: 3 clusters Score -546127.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -546465.812500 Penalty: 4317.104004
	Iteration 5F: 3 clusters Score -546465.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -546737.187500 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -546737.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -546927.875000 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -546927.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -547067.250000 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -547067.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -547153.625000 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -547153.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -547210.687500 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -547210.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -547245.562500 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -547245.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -547277.750000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -547277.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -547305.125000 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -547305.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -547330.125000 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -547330.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -547346.500000 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -547346.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -547364.750000 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -547364.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -547381.375000 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -547381.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -547393.750000 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -547393.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -547404.125000 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -547404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -547412.875000 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -547412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -547419.937500 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -547419.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -547427.250000 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -547427.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -547431.375000 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -547431.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -547435.750000 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -547435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -547439.125000 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -547439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547441.812500 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -547441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -547446.500000 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -547446.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -547451.750000 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -547451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -547458.750000 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -547458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -547462.000000 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -547462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -547463.187500 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -547463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -547467.437500 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -547467.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547471.187500 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -547471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -547473.750000 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -547473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -547475.500000 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -547475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -547477.937500 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -547477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -547480.187500 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -547480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -547482.625000 Penalty: 4317.104004
	Iteration 38Q: 3 clusters Score -547482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -547484.000000 Penalty: 4317.104004
	Iteration 39Q: 3 clusters Score -547484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -547485.562500 Penalty: 4317.104004
	Iteration 40F: 3 clusters Score -547485.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -547486.437500 Penalty: 4317.104004
	Iteration 41Q: 3 clusters Score -547486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -547487.125000 Penalty: 4317.104004
	Iteration 42Q: 3 clusters Score -547487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -547488.562500 Penalty: 4317.104004
	Iteration 43Q: 3 clusters Score -547488.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -547491.375000 Penalty: 4317.104004
	Iteration 44Q: 3 clusters Score -547491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547492.062500 Penalty: 4317.104004
	Iteration 45Q: 3 clusters Score -547492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -547495.437500 Penalty: 4317.104004
	Iteration 46Q: 3 clusters Score -547495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -547495.187500 Penalty: 4317.104004
	Iteration 47Q: 3 clusters Score -547495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547495.812500 Penalty: 4317.104004
	Iteration 48Q: 3 clusters Score -547495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547495.812500 Penalty: 4317.104004
	Iteration 49F: 3 clusters Score -547495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -931211.125000 Penalty: 2265.979980
	Iteration 0F: 2 clusters Score -931211.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -924060.625000 Penalty: 4531.959961
	Iteration 0F: 3 clusters Score -924060.6 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -926188.750000 Penalty: 4531.959961
	Iteration 1F: 3 clusters Score -926188.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -926555.625000 Penalty: 4531.959961
	Iteration 2F: 3 clusters Score -926555.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -926850.500000 Penalty: 4531.959961
	Iteration 3F: 3 clusters Score -926850.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -927153.937500 Penalty: 4531.959961
	Iteration 4F: 3 clusters Score -927153.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -927582.000000 Penalty: 4531.959961
	Iteration 5F: 3 clusters Score -927582 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -928153.500000 Penalty: 4531.959961
	Iteration 6F: 3 clusters Score -928153.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -929103.812500 Penalty: 4531.959961
	Iteration 7F: 3 clusters Score -929103.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -930936.187500 Penalty: 4531.959961
	Iteration 8F: 3 clusters Score -930936.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -933487.062500 Penalty: 4531.959961
	Iteration 9F: 3 clusters Score -933487.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -934356.625000 Penalty: 4531.959961
	Iteration 10Q: 3 clusters Score -934356.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -934401.375000 Penalty: 4531.959961
	Iteration 11Q: 3 clusters Score -934401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -934406.500000 Penalty: 4531.959961
	Iteration 12Q: 3 clusters Score -934406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -934408.125000 Penalty: 4531.959961
	Iteration 13Q: 3 clusters Score -934408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -934411.937500 Penalty: 4531.959961
	Iteration 14Q: 3 clusters Score -934411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -934411.937500 Penalty: 4531.959961
	Iteration 15F: 3 clusters Score -934411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 6026 members 
Mstep: Class 34 contains 3346 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103329 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Mstep: Class 44 contains 14138 members 
Mstep: Class 45 contains 3332 members 
Mstep: Class 46 contains 1229 members 
Mstep: Class 47 contains 5947 members 
Entering Unmasked Estep 
Score: -58907224.000000 Penalty: 155579.390625
Splitting cluster 34 changes total score from -58902588.000000 to -58907224.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 35 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -466102.125000 Penalty: 2118.000244
	Iteration 0F: 2 clusters Score -466102.1 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 2588 members 
Entering Unmasked Estep 
Score: -461568.750000 Penalty: 4236.000488
	Iteration 0F: 3 clusters Score -461568.8 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -462794.750000 Penalty: 4236.000488
	Iteration 1F: 3 clusters Score -462794.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -463104.625000 Penalty: 4236.000488
	Iteration 2F: 3 clusters Score -463104.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -463331.000000 Penalty: 4236.000488
	Iteration 3F: 3 clusters Score -463331 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -463503.437500 Penalty: 4236.000488
	Iteration 4Q: 3 clusters Score -463503.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -463711.500000 Penalty: 4236.000488
	Iteration 5Q: 3 clusters Score -463711.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -463970.187500 Penalty: 4236.000488
	Iteration 6Q: 3 clusters Score -463970.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -464231.562500 Penalty: 4236.000488
	Iteration 7F: 3 clusters Score -464231.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -464420.968750 Penalty: 4236.000488
	Iteration 8Q: 3 clusters Score -464421 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -464577.000000 Penalty: 4236.000488
	Iteration 9Q: 3 clusters Score -464577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -464677.562500 Penalty: 4236.000488
	Iteration 10Q: 3 clusters Score -464677.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -464740.968750 Penalty: 4236.000488
	Iteration 11Q: 3 clusters Score -464741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -464791.593750 Penalty: 4236.000488
	Iteration 12Q: 3 clusters Score -464791.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -464836.687500 Penalty: 4236.000488
	Iteration 13Q: 3 clusters Score -464836.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -464872.718750 Penalty: 4236.000488
	Iteration 14Q: 3 clusters Score -464872.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -464893.562500 Penalty: 4236.000488
	Iteration 15Q: 3 clusters Score -464893.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -464906.468750 Penalty: 4236.000488
	Iteration 16Q: 3 clusters Score -464906.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -464919.718750 Penalty: 4236.000488
	Iteration 17Q: 3 clusters Score -464919.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -464928.750000 Penalty: 4236.000488
	Iteration 18Q: 3 clusters Score -464928.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -464939.968750 Penalty: 4236.000488
	Iteration 19Q: 3 clusters Score -464940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -464948.375000 Penalty: 4236.000488
	Iteration 20F: 3 clusters Score -464948.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -464953.062500 Penalty: 4236.000488
	Iteration 21Q: 3 clusters Score -464953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -464956.718750 Penalty: 4236.000488
	Iteration 22Q: 3 clusters Score -464956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -464959.000000 Penalty: 4236.000488
	Iteration 23Q: 3 clusters Score -464959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -464960.406250 Penalty: 4236.000488
	Iteration 24Q: 3 clusters Score -464960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -464962.031250 Penalty: 4236.000488
	Iteration 25Q: 3 clusters Score -464962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464963.906250 Penalty: 4236.000488
	Iteration 26Q: 3 clusters Score -464963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -464964.906250 Penalty: 4236.000488
	Iteration 27Q: 3 clusters Score -464964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -464966.625000 Penalty: 4236.000488
	Iteration 28Q: 3 clusters Score -464966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -464969.375000 Penalty: 4236.000488
	Iteration 29Q: 3 clusters Score -464969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -464969.562500 Penalty: 4236.000488
	Iteration 30Q: 3 clusters Score -464969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -464971.031250 Penalty: 4236.000488
	Iteration 31Q: 3 clusters Score -464971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -464971.500000 Penalty: 4236.000488
	Iteration 32Q: 3 clusters Score -464971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -464970.687500 Penalty: 4236.000488
	Iteration 33Q: 3 clusters Score -464970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -464971.218750 Penalty: 4236.000488
	Iteration 34Q: 3 clusters Score -464971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -464971.843750 Penalty: 4236.000488
	Iteration 35Q: 3 clusters Score -464971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -464972.218750 Penalty: 4236.000488
	Iteration 36Q: 3 clusters Score -464972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -464972.218750 Penalty: 4236.000488
	Iteration 37F: 3 clusters Score -464972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (103329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Entering Unmasked Estep 
Score: -10045889.000000 Penalty: 2863.326904
	Iteration 0F: 2 clusters Score -1.004589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -9976709.000000 Penalty: 5726.653809
	Iteration 0F: 3 clusters Score -9976709 nChanged 48883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -10005915.000000 Penalty: 5726.653809
	Iteration 1F: 3 clusters Score -1.000592e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -10008160.000000 Penalty: 5726.653809
	Iteration 2F: 3 clusters Score -1.000816e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -10011982.000000 Penalty: 5726.653809
	Iteration 3F: 3 clusters Score -1.001198e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -10016869.000000 Penalty: 5726.653809
	Iteration 4F: 3 clusters Score -1.001687e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -10022563.000000 Penalty: 5726.653809
	Iteration 5F: 3 clusters Score -1.002256e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -10028037.000000 Penalty: 5726.653809
	Iteration 6F: 3 clusters Score -1.002804e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -10032638.000000 Penalty: 5726.653809
	Iteration 7F: 3 clusters Score -1.003264e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -10036137.000000 Penalty: 5726.653809
	Iteration 8Q: 3 clusters Score -1.003614e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -10038637.000000 Penalty: 5726.653809
	Iteration 9Q: 3 clusters Score -1.003864e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -10040192.000000 Penalty: 5726.653809
	Iteration 10Q: 3 clusters Score -1.004019e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -10041295.000000 Penalty: 5726.653809
	Iteration 11Q: 3 clusters Score -1.00413e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -10041949.000000 Penalty: 5726.653809
	Iteration 12Q: 3 clusters Score -1.004195e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -10042387.000000 Penalty: 5726.653809
	Iteration 13Q: 3 clusters Score -1.004239e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -10042664.000000 Penalty: 5726.653809
	Iteration 14Q: 3 clusters Score -1.004266e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -10042860.000000 Penalty: 5726.653809
	Iteration 15Q: 3 clusters Score -1.004286e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -10043054.000000 Penalty: 5726.653809
	Iteration 16Q: 3 clusters Score -1.004305e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -10043144.000000 Penalty: 5726.653809
	Iteration 17Q: 3 clusters Score -1.004314e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -10043218.000000 Penalty: 5726.653809
	Iteration 18Q: 3 clusters Score -1.004322e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -10043263.000000 Penalty: 5726.653809
	Iteration 19Q: 3 clusters Score -1.004326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -10043306.000000 Penalty: 5726.653809
	Iteration 20F: 3 clusters Score -1.004331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -10043340.000000 Penalty: 5726.653809
	Iteration 21Q: 3 clusters Score -1.004334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -10043375.000000 Penalty: 5726.653809
	Iteration 22Q: 3 clusters Score -1.004338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -10043386.000000 Penalty: 5726.653809
	Iteration 23Q: 3 clusters Score -1.004339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -10043402.000000 Penalty: 5726.653809
	Iteration 24Q: 3 clusters Score -1.00434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -10043414.000000 Penalty: 5726.653809
	Iteration 25Q: 3 clusters Score -1.004341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -10043417.000000 Penalty: 5726.653809
	Iteration 26Q: 3 clusters Score -1.004342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -10043413.000000 Penalty: 5726.653809
	Iteration 27Q: 3 clusters Score -1.004341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -10043414.000000 Penalty: 5726.653809
	Iteration 28Q: 3 clusters Score -1.004341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -10043419.000000 Penalty: 5726.653809
	Iteration 29Q: 3 clusters Score -1.004342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -10043411.000000 Penalty: 5726.653809
	Iteration 30Q: 3 clusters Score -1.004341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 102734 members 
Entering Unmasked Estep 
Score: -10043417.000000 Penalty: 5726.653809
	Iteration 31Q: 3 clusters Score -1.004342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -10043422.000000 Penalty: 5726.653809
	Iteration 32Q: 3 clusters Score -1.004342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -10043424.000000 Penalty: 5726.653809
	Iteration 33Q: 3 clusters Score -1.004342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -10043421.000000 Penalty: 5726.653809
	Iteration 34Q: 3 clusters Score -1.004342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -10043421.000000 Penalty: 5726.653809
	Iteration 35Q: 3 clusters Score -1.004342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -10043427.000000 Penalty: 5726.653809
	Iteration 36Q: 3 clusters Score -1.004343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -10043424.000000 Penalty: 5726.653809
	Iteration 37Q: 3 clusters Score -1.004342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -10043424.000000 Penalty: 5726.653809
	Iteration 38F: 3 clusters Score -1.004342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Entering Unmasked Estep 
Score: -506910.187500 Penalty: 2133.681641
	Iteration 0F: 2 clusters Score -506910.2 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 2693 members 
Entering Unmasked Estep 
Score: -502126.062500 Penalty: 4267.363281
	Iteration 0F: 3 clusters Score -502126.1 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -503463.125000 Penalty: 4267.363281
	Iteration 1F: 3 clusters Score -503463.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -503825.500000 Penalty: 4267.363281
	Iteration 2F: 3 clusters Score -503825.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -504139.156250 Penalty: 4267.363281
	Iteration 3F: 3 clusters Score -504139.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -504389.593750 Penalty: 4267.363281
	Iteration 4F: 3 clusters Score -504389.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -504568.812500 Penalty: 4267.363281
	Iteration 5F: 3 clusters Score -504568.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -504724.375000 Penalty: 4267.363281
	Iteration 6Q: 3 clusters Score -504724.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -504873.593750 Penalty: 4267.363281
	Iteration 7Q: 3 clusters Score -504873.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -504983.687500 Penalty: 4267.363281
	Iteration 8Q: 3 clusters Score -504983.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -505065.343750 Penalty: 4267.363281
	Iteration 9Q: 3 clusters Score -505065.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -505124.156250 Penalty: 4267.363281
	Iteration 10Q: 3 clusters Score -505124.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -505171.875000 Penalty: 4267.363281
	Iteration 11Q: 3 clusters Score -505171.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -505206.187500 Penalty: 4267.363281
	Iteration 12Q: 3 clusters Score -505206.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -505234.312500 Penalty: 4267.363281
	Iteration 13Q: 3 clusters Score -505234.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -505254.625000 Penalty: 4267.363281
	Iteration 14Q: 3 clusters Score -505254.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -505276.000000 Penalty: 4267.363281
	Iteration 15Q: 3 clusters Score -505276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -505293.718750 Penalty: 4267.363281
	Iteration 16Q: 3 clusters Score -505293.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -505306.218750 Penalty: 4267.363281
	Iteration 17Q: 3 clusters Score -505306.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -505316.125000 Penalty: 4267.363281
	Iteration 18Q: 3 clusters Score -505316.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -505323.125000 Penalty: 4267.363281
	Iteration 19Q: 3 clusters Score -505323.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -505326.843750 Penalty: 4267.363281
	Iteration 20F: 3 clusters Score -505326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -505334.000000 Penalty: 4267.363281
	Iteration 21Q: 3 clusters Score -505334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -505338.687500 Penalty: 4267.363281
	Iteration 22Q: 3 clusters Score -505338.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -505342.625000 Penalty: 4267.363281
	Iteration 23Q: 3 clusters Score -505342.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -505346.937500 Penalty: 4267.363281
	Iteration 24Q: 3 clusters Score -505346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -505350.500000 Penalty: 4267.363281
	Iteration 25Q: 3 clusters Score -505350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -505353.281250 Penalty: 4267.363281
	Iteration 26Q: 3 clusters Score -505353.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -505357.468750 Penalty: 4267.363281
	Iteration 27Q: 3 clusters Score -505357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -505359.875000 Penalty: 4267.363281
	Iteration 28Q: 3 clusters Score -505359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -505362.343750 Penalty: 4267.363281
	Iteration 29Q: 3 clusters Score -505362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -505362.468750 Penalty: 4267.363281
	Iteration 30Q: 3 clusters Score -505362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -505364.406250 Penalty: 4267.363281
	Iteration 31Q: 3 clusters Score -505364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -505363.875000 Penalty: 4267.363281
	Iteration 32Q: 3 clusters Score -505363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -505363.625000 Penalty: 4267.363281
	Iteration 33Q: 3 clusters Score -505363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -505363.625000 Penalty: 4267.363281
	Iteration 34F: 3 clusters Score -505363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -637175.562500 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -637175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -631785.937500 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -631785.9 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -633126.687500 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -633126.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -633402.187500 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -633402.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -633631.687500 Penalty: 4344.094727
	Iteration 3F: 3 clusters Score -633631.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -633811.687500 Penalty: 4344.094727
	Iteration 4F: 3 clusters Score -633811.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -633959.062500 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -633959.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -634104.812500 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -634104.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -634222.437500 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -634222.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -634327.812500 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -634327.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -634437.500000 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -634437.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -634536.312500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -634536.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -634620.312500 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -634620.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -634702.937500 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -634702.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -634781.437500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -634781.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -634849.125000 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -634849.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -634916.750000 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -634916.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -634980.125000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -634980.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -635033.000000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -635033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -635082.375000 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -635082.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -635115.062500 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -635115.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -635141.625000 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -635141.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -635166.125000 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -635166.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -635187.000000 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -635187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -635204.937500 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -635204.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -635214.437500 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -635214.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -635224.000000 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -635224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -635230.187500 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -635230.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -635239.937500 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -635239.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -635251.875000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -635251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -635257.875000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -635257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -635262.250000 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -635262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -635264.187500 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -635264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -635267.125000 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -635267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -635266.937500 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -635266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -635267.250000 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -635267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -635268.937500 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -635268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -635269.187500 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -635269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -635270.562500 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -635270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -635273.687500 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -635273.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -635276.687500 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -635276.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -635283.562500 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -635283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -635287.625000 Penalty: 4344.094727
	Iteration 41Q: 3 clusters Score -635287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -635293.250000 Penalty: 4344.094727
	Iteration 42Q: 3 clusters Score -635293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -635296.687500 Penalty: 4344.094727
	Iteration 43Q: 3 clusters Score -635296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -635298.000000 Penalty: 4344.094727
	Iteration 44Q: 3 clusters Score -635298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -635299.062500 Penalty: 4344.094727
	Iteration 45Q: 3 clusters Score -635299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -635298.375000 Penalty: 4344.094727
	Iteration 46Q: 3 clusters Score -635298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -635300.125000 Penalty: 4344.094727
	Iteration 47Q: 3 clusters Score -635300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -635300.187500 Penalty: 4344.094727
	Iteration 48Q: 3 clusters Score -635300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -635301.312500 Penalty: 4344.094727
	Iteration 49Q: 3 clusters Score -635301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -635302.812500 Penalty: 4344.094727
	Iteration 50Q: 3 clusters Score -635302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -635303.437500 Penalty: 4344.094727
	Iteration 51Q: 3 clusters Score -635303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -635303.437500 Penalty: 4344.094727
	Iteration 52F: 3 clusters Score -635303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (55645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Entering Unmasked Estep 
Score: -5607474.500000 Penalty: 2709.833252
	Iteration 0F: 2 clusters Score -5607474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -5569945.000000 Penalty: 5419.666504
	Iteration 0F: 3 clusters Score -5569945 nChanged 25936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -5584327.000000 Penalty: 5419.666504
	Iteration 1F: 3 clusters Score -5584327 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -5584954.000000 Penalty: 5419.666504
	Iteration 2Q: 3 clusters Score -5584954 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -5585574.500000 Penalty: 5419.666504
	Iteration 3Q: 3 clusters Score -5585574 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5586385.000000 Penalty: 5419.666504
	Iteration 4Q: 3 clusters Score -5586385 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5587632.000000 Penalty: 5419.666504
	Iteration 5Q: 3 clusters Score -5587632 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5589729.500000 Penalty: 5419.666504
	Iteration 6F: 3 clusters Score -5589730 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -5593044.500000 Penalty: 5419.666504
	Iteration 7F: 3 clusters Score -5593044 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5597537.000000 Penalty: 5419.666504
	Iteration 8F: 3 clusters Score -5597537 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5601477.500000 Penalty: 5419.666504
	Iteration 9F: 3 clusters Score -5601478 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5603733.000000 Penalty: 5419.666504
	Iteration 10Q: 3 clusters Score -5603733 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5604524.000000 Penalty: 5419.666504
	Iteration 11Q: 3 clusters Score -5604524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5604824.000000 Penalty: 5419.666504
	Iteration 12Q: 3 clusters Score -5604824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5604954.000000 Penalty: 5419.666504
	Iteration 13Q: 3 clusters Score -5604954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5605032.500000 Penalty: 5419.666504
	Iteration 14Q: 3 clusters Score -5605032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5605062.500000 Penalty: 5419.666504
	Iteration 15Q: 3 clusters Score -5605062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5605106.500000 Penalty: 5419.666504
	Iteration 16Q: 3 clusters Score -5605106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5605119.500000 Penalty: 5419.666504
	Iteration 17Q: 3 clusters Score -5605120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5605123.000000 Penalty: 5419.666504
	Iteration 18Q: 3 clusters Score -5605123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5605124.000000 Penalty: 5419.666504
	Iteration 19Q: 3 clusters Score -5605124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5605127.500000 Penalty: 5419.666504
	Iteration 20F: 3 clusters Score -5605128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -585732.437500 Penalty: 2170.247803
	Iteration 0F: 2 clusters Score -585732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -580404.500000 Penalty: 4340.495605
	Iteration 0F: 3 clusters Score -580404.5 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -582104.562500 Penalty: 4340.495605
	Iteration 1F: 3 clusters Score -582104.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -582543.812500 Penalty: 4340.495605
	Iteration 2F: 3 clusters Score -582543.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -582914.937500 Penalty: 4340.495605
	Iteration 3F: 3 clusters Score -582914.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -583352.937500 Penalty: 4340.495605
	Iteration 4F: 3 clusters Score -583352.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -583827.000000 Penalty: 4340.495605
	Iteration 5F: 3 clusters Score -583827 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -584273.125000 Penalty: 4340.495605
	Iteration 6F: 3 clusters Score -584273.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -584608.062500 Penalty: 4340.495605
	Iteration 7F: 3 clusters Score -584608.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -584870.375000 Penalty: 4340.495605
	Iteration 8Q: 3 clusters Score -584870.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -585058.875000 Penalty: 4340.495605
	Iteration 9Q: 3 clusters Score -585058.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -585163.312500 Penalty: 4340.495605
	Iteration 10Q: 3 clusters Score -585163.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -585257.312500 Penalty: 4340.495605
	Iteration 11Q: 3 clusters Score -585257.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -585324.875000 Penalty: 4340.495605
	Iteration 12Q: 3 clusters Score -585324.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -585355.562500 Penalty: 4340.495605
	Iteration 13Q: 3 clusters Score -585355.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -585382.500000 Penalty: 4340.495605
	Iteration 14Q: 3 clusters Score -585382.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -585405.187500 Penalty: 4340.495605
	Iteration 15Q: 3 clusters Score -585405.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -585427.375000 Penalty: 4340.495605
	Iteration 16Q: 3 clusters Score -585427.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -585447.500000 Penalty: 4340.495605
	Iteration 17Q: 3 clusters Score -585447.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -585456.750000 Penalty: 4340.495605
	Iteration 18Q: 3 clusters Score -585456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -585464.875000 Penalty: 4340.495605
	Iteration 19Q: 3 clusters Score -585464.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -585468.562500 Penalty: 4340.495605
	Iteration 20F: 3 clusters Score -585468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -585473.750000 Penalty: 4340.495605
	Iteration 21Q: 3 clusters Score -585473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -585479.625000 Penalty: 4340.495605
	Iteration 22Q: 3 clusters Score -585479.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -585483.937500 Penalty: 4340.495605
	Iteration 23Q: 3 clusters Score -585483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -585491.000000 Penalty: 4340.495605
	Iteration 24Q: 3 clusters Score -585491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -585494.500000 Penalty: 4340.495605
	Iteration 25Q: 3 clusters Score -585494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -585497.562500 Penalty: 4340.495605
	Iteration 26Q: 3 clusters Score -585497.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -585500.812500 Penalty: 4340.495605
	Iteration 27Q: 3 clusters Score -585500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -585501.937500 Penalty: 4340.495605
	Iteration 28Q: 3 clusters Score -585501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -585505.250000 Penalty: 4340.495605
	Iteration 29Q: 3 clusters Score -585505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -585507.812500 Penalty: 4340.495605
	Iteration 30Q: 3 clusters Score -585507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -585509.250000 Penalty: 4340.495605
	Iteration 31Q: 3 clusters Score -585509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -585510.812500 Penalty: 4340.495605
	Iteration 32Q: 3 clusters Score -585510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -585512.500000 Penalty: 4340.495605
	Iteration 33Q: 3 clusters Score -585512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -585514.312500 Penalty: 4340.495605
	Iteration 34Q: 3 clusters Score -585514.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -585516.125000 Penalty: 4340.495605
	Iteration 35Q: 3 clusters Score -585516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -585518.812500 Penalty: 4340.495605
	Iteration 36Q: 3 clusters Score -585518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -585518.562500 Penalty: 4340.495605
	Iteration 37Q: 3 clusters Score -585518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -585521.312500 Penalty: 4340.495605
	Iteration 38Q: 3 clusters Score -585521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -585522.812500 Penalty: 4340.495605
	Iteration 39Q: 3 clusters Score -585522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -585523.937500 Penalty: 4340.495605
	Iteration 40F: 3 clusters Score -585523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -585526.062500 Penalty: 4340.495605
	Iteration 41Q: 3 clusters Score -585526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -585527.875000 Penalty: 4340.495605
	Iteration 42Q: 3 clusters Score -585527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -585527.875000 Penalty: 4340.495605
	Iteration 43F: 3 clusters Score -585527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -386502.781250 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -386502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -382522.656250 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -382522.7 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -383740.812500 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -383740.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -384226.093750 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -384226.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -384567.468750 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -384567.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -384822.468750 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -384822.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -385023.531250 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -385023.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -385177.812500 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -385177.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -385287.562500 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -385287.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -385391.593750 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -385391.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -385458.656250 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -385458.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -385506.906250 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -385506.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -385534.562500 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -385534.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -385559.000000 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -385559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -385573.062500 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -385573.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -385584.656250 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -385584.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -385594.406250 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -385594.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385601.281250 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -385601.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -385605.562500 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -385605.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385608.687500 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -385608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -385610.875000 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -385610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -385612.906250 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -385612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385615.281250 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -385615.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385617.343750 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -385617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -385619.000000 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -385619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -385621.187500 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -385621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -385622.281250 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -385622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -385625.218750 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -385625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385626.531250 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -385626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385629.000000 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -385629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385630.375000 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -385630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385631.718750 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -385631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -385633.937500 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -385633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -385634.937500 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -385634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385635.250000 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -385635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -385635.781250 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -385635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -385635.781250 Penalty: 4133.421387
	Iteration 35F: 3 clusters Score -385635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -425462.937500 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -425462.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -421216.781250 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -421216.8 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -422185.375000 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -422185.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -422379.000000 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -422379 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -422525.750000 Penalty: 4179.273438
	Iteration 3Q: 3 clusters Score -422525.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -422642.718750 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -422642.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -422748.531250 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -422748.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -422853.500000 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -422853.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -422952.187500 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -422952.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -423044.218750 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -423044.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -423132.093750 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -423132.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -423209.812500 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -423209.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -423307.031250 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -423307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -423412.437500 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -423412.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -423512.625000 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -423512.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -423581.625000 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -423581.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -423641.312500 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -423641.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -423686.875000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -423686.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -423733.906250 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -423733.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -423782.343750 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -423782.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -423830.500000 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -423830.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -423867.531250 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -423867.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -423910.218750 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -423910.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -423942.750000 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -423942.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -423978.437500 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -423978.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424011.312500 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -424011.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -424040.000000 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -424040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -424068.781250 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -424068.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -424097.968750 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -424098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -424121.656250 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -424121.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -424144.968750 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -424145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -424167.968750 Penalty: 4179.273438
	Iteration 30Q: 3 clusters Score -424168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -424194.562500 Penalty: 4179.273438
	Iteration 31Q: 3 clusters Score -424194.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -424218.187500 Penalty: 4179.273438
	Iteration 32Q: 3 clusters Score -424218.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -424234.906250 Penalty: 4179.273438
	Iteration 33Q: 3 clusters Score -424234.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -424256.156250 Penalty: 4179.273438
	Iteration 34Q: 3 clusters Score -424256.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -424272.125000 Penalty: 4179.273438
	Iteration 35Q: 3 clusters Score -424272.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -424284.062500 Penalty: 4179.273438
	Iteration 36Q: 3 clusters Score -424284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -424293.625000 Penalty: 4179.273438
	Iteration 37Q: 3 clusters Score -424293.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -424306.750000 Penalty: 4179.273438
	Iteration 38Q: 3 clusters Score -424306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -424318.468750 Penalty: 4179.273438
	Iteration 39Q: 3 clusters Score -424318.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -424331.593750 Penalty: 4179.273438
	Iteration 40F: 3 clusters Score -424331.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -424343.312500 Penalty: 4179.273438
	Iteration 41Q: 3 clusters Score -424343.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -424354.875000 Penalty: 4179.273438
	Iteration 42Q: 3 clusters Score -424354.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -424365.062500 Penalty: 4179.273438
	Iteration 43Q: 3 clusters Score -424365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -424371.906250 Penalty: 4179.273438
	Iteration 44Q: 3 clusters Score -424371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -424374.062500 Penalty: 4179.273438
	Iteration 45Q: 3 clusters Score -424374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -424375.718750 Penalty: 4179.273438
	Iteration 46Q: 3 clusters Score -424375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -424376.218750 Penalty: 4179.273438
	Iteration 47Q: 3 clusters Score -424376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -424378.062500 Penalty: 4179.273438
	Iteration 48Q: 3 clusters Score -424378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -424380.687500 Penalty: 4179.273438
	Iteration 49Q: 3 clusters Score -424380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -424382.531250 Penalty: 4179.273438
	Iteration 50Q: 3 clusters Score -424382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -424385.781250 Penalty: 4179.273438
	Iteration 51Q: 3 clusters Score -424385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -424386.781250 Penalty: 4179.273438
	Iteration 52Q: 3 clusters Score -424386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -424388.937500 Penalty: 4179.273438
	Iteration 53Q: 3 clusters Score -424388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -424392.468750 Penalty: 4179.273438
	Iteration 54Q: 3 clusters Score -424392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -424395.562500 Penalty: 4179.273438
	Iteration 55Q: 3 clusters Score -424395.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -424399.593750 Penalty: 4179.273438
	Iteration 56Q: 3 clusters Score -424399.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -424402.437500 Penalty: 4179.273438
	Iteration 57Q: 3 clusters Score -424402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -424404.218750 Penalty: 4179.273438
	Iteration 58Q: 3 clusters Score -424404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -424405.812500 Penalty: 4179.273438
	Iteration 59Q: 3 clusters Score -424405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -424408.156250 Penalty: 4179.273438
	Iteration 60F: 3 clusters Score -424408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -424411.906250 Penalty: 4179.273438
	Iteration 61Q: 3 clusters Score -424411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -424414.312500 Penalty: 4179.273438
	Iteration 62Q: 3 clusters Score -424414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -424418.468750 Penalty: 4179.273438
	Iteration 63Q: 3 clusters Score -424418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -424418.750000 Penalty: 4179.273438
	Iteration 64Q: 3 clusters Score -424418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -424418.750000 Penalty: 4179.273438
	Iteration 65F: 3 clusters Score -424418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -263294.656250 Penalty: 1955.001221
	Iteration 0F: 2 clusters Score -263294.7 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 1331 members 
Entering Unmasked Estep 
Score: -260243.125000 Penalty: 3910.002441
	Iteration 0F: 3 clusters Score -260243.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -260879.843750 Penalty: 3910.002441
	Iteration 1F: 3 clusters Score -260879.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -261093.796875 Penalty: 3910.002441
	Iteration 2F: 3 clusters Score -261093.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -261218.109375 Penalty: 3910.002441
	Iteration 3F: 3 clusters Score -261218.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -261331.062500 Penalty: 3910.002441
	Iteration 4Q: 3 clusters Score -261331.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -261428.343750 Penalty: 3910.002441
	Iteration 5Q: 3 clusters Score -261428.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -261516.078125 Penalty: 3910.002441
	Iteration 6Q: 3 clusters Score -261516.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -261585.109375 Penalty: 3910.002441
	Iteration 7Q: 3 clusters Score -261585.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -261646.437500 Penalty: 3910.002441
	Iteration 8Q: 3 clusters Score -261646.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -261698.343750 Penalty: 3910.002441
	Iteration 9Q: 3 clusters Score -261698.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -261763.046875 Penalty: 3910.002441
	Iteration 10Q: 3 clusters Score -261763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261848.250000 Penalty: 3910.002441
	Iteration 11Q: 3 clusters Score -261848.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261926.640625 Penalty: 3910.002441
	Iteration 12Q: 3 clusters Score -261926.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261996.312500 Penalty: 3910.002441
	Iteration 13Q: 3 clusters Score -261996.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262063.859375 Penalty: 3910.002441
	Iteration 14Q: 3 clusters Score -262063.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -262112.375000 Penalty: 3910.002441
	Iteration 15Q: 3 clusters Score -262112.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -262164.187500 Penalty: 3910.002441
	Iteration 16Q: 3 clusters Score -262164.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -262203.125000 Penalty: 3910.002441
	Iteration 17Q: 3 clusters Score -262203.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262230.468750 Penalty: 3910.002441
	Iteration 18Q: 3 clusters Score -262230.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -262247.468750 Penalty: 3910.002441
	Iteration 19Q: 3 clusters Score -262247.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -262255.531250 Penalty: 3910.002441
	Iteration 20F: 3 clusters Score -262255.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262260.781250 Penalty: 3910.002441
	Iteration 21Q: 3 clusters Score -262260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262262.562500 Penalty: 3910.002441
	Iteration 22Q: 3 clusters Score -262262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262264.718750 Penalty: 3910.002441
	Iteration 23Q: 3 clusters Score -262264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262267.593750 Penalty: 3910.002441
	Iteration 24Q: 3 clusters Score -262267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262270.687500 Penalty: 3910.002441
	Iteration 25Q: 3 clusters Score -262270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -262273.562500 Penalty: 3910.002441
	Iteration 26Q: 3 clusters Score -262273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -262275.031250 Penalty: 3910.002441
	Iteration 27Q: 3 clusters Score -262275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -262275.968750 Penalty: 3910.002441
	Iteration 28Q: 3 clusters Score -262276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -262276.625000 Penalty: 3910.002441
	Iteration 29Q: 3 clusters Score -262276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -262277.593750 Penalty: 3910.002441
	Iteration 30Q: 3 clusters Score -262277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -262279.312500 Penalty: 3910.002441
	Iteration 31Q: 3 clusters Score -262279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -262279.312500 Penalty: 3910.002441
	Iteration 32F: 3 clusters Score -262279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 29947 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2698 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 6026 members 
Mstep: Class 34 contains 3346 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103329 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 55645 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909308.000000 Penalty: 155579.390625
Iteration 159Q: 48 clusters Score -5.890931e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 15550 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 40579 members 
Mstep: Class 5 contains 61437 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 15592 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 16176 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24391 members 
Mstep: Class 14 contains 6727 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 35264 members 
Mstep: Class 21 contains 6170 members 
Mstep: Class 22 contains 12683 members 
Mstep: Class 23 contains 16231 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9415 members 
Mstep: Class 26 contains 30135 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 1370 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 9781 members 
Mstep: Class 32 contains 1526 members 
Mstep: Class 33 contains 6024 members 
Mstep: Class 34 contains 3369 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 103226 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6385 members 
Mstep: Class 39 contains 55745 members 
Mstep: Class 40 contains 6326 members 
Mstep: Class 41 contains 4146 members 
Mstep: Class 42 contains 4518 members 
Mstep: Class 43 contains 2671 members 
Mstep: Class 44 contains 13747 members 
Mstep: Class 45 contains 3229 members 
Mstep: Class 46 contains 1154 members 
Mstep: Class 47 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58911256.000000 Penalty: 155579.390625
Iteration 160F: 48 clusters Score -5.891126e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 40428 members 
Mstep: Class 5 contains 61354 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 10010 members 
Mstep: Class 11 contains 16115 members 
Mstep: Class 12 contains 5692 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 25003 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 35212 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 16165 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 30156 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2712 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1588 members 
Mstep: Class 33 contains 6013 members 
Mstep: Class 34 contains 3359 members 
Mstep: Class 35 contains 5118 members 
Mstep: Class 36 contains 103172 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6287 members 
Mstep: Class 39 contains 55702 members 
Mstep: Class 40 contains 6284 members 
Mstep: Class 41 contains 4141 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 2618 members 
Mstep: Class 44 contains 14380 members 
Mstep: Class 45 contains 3287 members 
Mstep: Class 46 contains 1179 members 
Mstep: Class 47 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912008.000000 Penalty: 155579.390625
Iteration 161Q: 48 clusters Score -5.891201e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 15358 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 40340 members 
Mstep: Class 5 contains 61312 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 10002 members 
Mstep: Class 11 contains 16083 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24491 members 
Mstep: Class 14 contains 6934 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 25000 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8745 members 
Mstep: Class 20 contains 35183 members 
Mstep: Class 21 contains 6165 members 
Mstep: Class 22 contains 12606 members 
Mstep: Class 23 contains 16099 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 9286 members 
Mstep: Class 26 contains 30189 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 2713 members 
Mstep: Class 29 contains 1375 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 6014 members 
Mstep: Class 34 contains 3363 members 
Mstep: Class 35 contains 5119 members 
Mstep: Class 36 contains 103119 members 
Mstep: Class 37 contains 5463 members 
Mstep: Class 38 contains 6254 members 
Mstep: Class 39 contains 55695 members 
Mstep: Class 40 contains 6257 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 4470 members 
Mstep: Class 43 contains 2596 members 
Mstep: Class 44 contains 14639 members 
Mstep: Class 45 contains 3307 members 
Mstep: Class 46 contains 1191 members 
Mstep: Class 47 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912320.000000 Penalty: 155579.390625
Iteration 162Q: 48 clusters Score -5.891232e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 15302 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 40283 members 
Mstep: Class 5 contains 61285 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 16065 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 24543 members 
Mstep: Class 14 contains 6979 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 35174 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 16044 members 
Mstep: Class 24 contains 4301 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 30206 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 6021 members 
Mstep: Class 34 contains 3366 members 
Mstep: Class 35 contains 5124 members 
Mstep: Class 36 contains 103071 members 
Mstep: Class 37 contains 5464 members 
Mstep: Class 38 contains 6230 members 
Mstep: Class 39 contains 55694 members 
Mstep: Class 40 contains 6244 members 
Mstep: Class 41 contains 4143 members 
Mstep: Class 42 contains 4448 members 
Mstep: Class 43 contains 2575 members 
Mstep: Class 44 contains 14804 members 
Mstep: Class 45 contains 3327 members 
Mstep: Class 46 contains 1199 members 
Mstep: Class 47 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912252.000000 Penalty: 155579.390625
Iteration 163Q: 48 clusters Score -5.891225e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 61275 members 
Mstep: Class 6 contains 6882 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 16056 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 24579 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 35165 members 
Mstep: Class 21 contains 6163 members 
Mstep: Class 22 contains 12570 members 
Mstep: Class 23 contains 16024 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 9206 members 
Mstep: Class 26 contains 30222 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 1377 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1730 members 
Mstep: Class 33 contains 6028 members 
Mstep: Class 34 contains 3367 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 103010 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6218 members 
Mstep: Class 39 contains 55692 members 
Mstep: Class 40 contains 6243 members 
Mstep: Class 41 contains 4142 members 
Mstep: Class 42 contains 4419 members 
Mstep: Class 43 contains 2553 members 
Mstep: Class 44 contains 14922 members 
Mstep: Class 45 contains 3345 members 
Mstep: Class 46 contains 1205 members 
Mstep: Class 47 contains 6049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912480.000000 Penalty: 155579.390625
Iteration 164Q: 48 clusters Score -5.891248e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 15234 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 61265 members 
Mstep: Class 6 contains 6883 members 
Mstep: Class 7 contains 15546 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 16048 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24608 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 17 contains 24989 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 8737 members 
Mstep: Class 20 contains 35147 members 
Mstep: Class 21 contains 6161 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 16006 members 
Mstep: Class 24 contains 4301 members 
Mstep: Class 25 contains 9169 members 
Mstep: Class 26 contains 30240 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 9773 members 
Mstep: Class 32 contains 1759 members 
Mstep: Class 33 contains 6030 members 
Mstep: Class 34 contains 3368 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 102947 members 
Mstep: Class 37 contains 5471 members 
Mstep: Class 38 contains 6213 members 
Mstep: Class 39 contains 55689 members 
Mstep: Class 40 contains 6239 members 
Mstep: Class 41 contains 4143 members 
Mstep: Class 42 contains 4397 members 
Mstep: Class 43 contains 2533 members 
Mstep: Class 44 contains 15018 members 
Mstep: Class 45 contains 3354 members 
Mstep: Class 46 contains 1211 members 
Mstep: Class 47 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912516.000000 Penalty: 155579.390625
Iteration 165Q: 48 clusters Score -5.891252e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 15210 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 40116 members 
Mstep: Class 5 contains 61253 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 15545 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 16036 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24634 members 
Mstep: Class 14 contains 7056 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 4242 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 19 contains 8736 members 
Mstep: Class 20 contains 35140 members 
Mstep: Class 21 contains 6160 members 
Mstep: Class 22 contains 12562 members 
Mstep: Class 23 contains 15993 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 9143 members 
Mstep: Class 26 contains 30255 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 6033 members 
Mstep: Class 34 contains 3370 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 102888 members 
Mstep: Class 37 contains 5472 members 
Mstep: Class 38 contains 6208 members 
Mstep: Class 39 contains 55686 members 
Mstep: Class 40 contains 6232 members 
Mstep: Class 41 contains 4141 members 
Mstep: Class 42 contains 4377 members 
Mstep: Class 43 contains 2522 members 
Mstep: Class 44 contains 15090 members 
Mstep: Class 45 contains 3361 members 
Mstep: Class 46 contains 1213 members 
Mstep: Class 47 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912360.000000 Penalty: 155579.390625
Iteration 166Q: 48 clusters Score -5.891236e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 15197 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 40084 members 
Mstep: Class 5 contains 61240 members 
Mstep: Class 6 contains 6887 members 
Mstep: Class 7 contains 15545 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 16023 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24648 members 
Mstep: Class 14 contains 7069 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 24990 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 19 contains 8734 members 
Mstep: Class 20 contains 35140 members 
Mstep: Class 21 contains 6158 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 15984 members 
Mstep: Class 24 contains 4308 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 30266 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 6034 members 
Mstep: Class 34 contains 3370 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 102838 members 
Mstep: Class 37 contains 5476 members 
Mstep: Class 38 contains 6208 members 
Mstep: Class 39 contains 55683 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4137 members 
Mstep: Class 42 contains 4368 members 
Mstep: Class 43 contains 2504 members 
Mstep: Class 44 contains 15149 members 
Mstep: Class 45 contains 3367 members 
Mstep: Class 46 contains 1213 members 
Mstep: Class 47 contains 6116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912416.000000 Penalty: 155579.390625
Iteration 167Q: 48 clusters Score -5.891242e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 40059 members 
Mstep: Class 5 contains 61234 members 
Mstep: Class 6 contains 6889 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 16011 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 8734 members 
Mstep: Class 20 contains 35137 members 
Mstep: Class 21 contains 6156 members 
Mstep: Class 22 contains 12561 members 
Mstep: Class 23 contains 15969 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9099 members 
Mstep: Class 26 contains 30276 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9776 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 6038 members 
Mstep: Class 34 contains 3370 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 102789 members 
Mstep: Class 37 contains 5476 members 
Mstep: Class 38 contains 6204 members 
Mstep: Class 39 contains 55680 members 
Mstep: Class 40 contains 6222 members 
Mstep: Class 41 contains 4134 members 
Mstep: Class 42 contains 4358 members 
Mstep: Class 43 contains 2488 members 
Mstep: Class 44 contains 15187 members 
Mstep: Class 45 contains 3368 members 
Mstep: Class 46 contains 1213 members 
Mstep: Class 47 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912500.000000 Penalty: 155579.390625
Iteration 168Q: 48 clusters Score -5.89125e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 15189 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 40019 members 
Mstep: Class 5 contains 61225 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 16006 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24678 members 
Mstep: Class 14 contains 7099 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 4252 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 8732 members 
Mstep: Class 20 contains 35135 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12562 members 
Mstep: Class 23 contains 15943 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9090 members 
Mstep: Class 26 contains 30280 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 6038 members 
Mstep: Class 34 contains 3370 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 102750 members 
Mstep: Class 37 contains 5478 members 
Mstep: Class 38 contains 6204 members 
Mstep: Class 39 contains 55680 members 
Mstep: Class 40 contains 6224 members 
Mstep: Class 41 contains 4135 members 
Mstep: Class 42 contains 4353 members 
Mstep: Class 43 contains 2468 members 
Mstep: Class 44 contains 15236 members 
Mstep: Class 45 contains 3370 members 
Mstep: Class 46 contains 1216 members 
Mstep: Class 47 contains 6153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912512.000000 Penalty: 155579.390625
Iteration 169Q: 48 clusters Score -5.891251e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39984 members 
Mstep: Class 5 contains 61225 members 
Mstep: Class 6 contains 6893 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 15997 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 7099 members 
Mstep: Class 15 contains 1875 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 8731 members 
Mstep: Class 20 contains 35133 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 15926 members 
Mstep: Class 24 contains 4317 members 
Mstep: Class 25 contains 9086 members 
Mstep: Class 26 contains 30283 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9778 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 6040 members 
Mstep: Class 34 contains 3370 members 
Mstep: Class 35 contains 5123 members 
Mstep: Class 36 contains 102719 members 
Mstep: Class 37 contains 5479 members 
Mstep: Class 38 contains 6204 members 
Mstep: Class 39 contains 55676 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4132 members 
Mstep: Class 42 contains 4346 members 
Mstep: Class 43 contains 2450 members 
Mstep: Class 44 contains 15275 members 
Mstep: Class 45 contains 3371 members 
Mstep: Class 46 contains 1218 members 
Mstep: Class 47 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912516.000000 Penalty: 155579.390625
Iteration 170Q: 48 clusters Score -5.891252e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39960 members 
Mstep: Class 5 contains 61216 members 
Mstep: Class 6 contains 6892 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24688 members 
Mstep: Class 14 contains 7100 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 8731 members 
Mstep: Class 20 contains 35129 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12560 members 
Mstep: Class 23 contains 15911 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 9077 members 
Mstep: Class 26 contains 30290 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1815 members 
Mstep: Class 33 contains 6041 members 
Mstep: Class 34 contains 3371 members 
Mstep: Class 35 contains 5124 members 
Mstep: Class 36 contains 102685 members 
Mstep: Class 37 contains 5480 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55672 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4133 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2444 members 
Mstep: Class 44 contains 15303 members 
Mstep: Class 45 contains 3373 members 
Mstep: Class 46 contains 1218 members 
Mstep: Class 47 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912588.000000 Penalty: 155579.390625
Iteration 171Q: 48 clusters Score -5.891259e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39936 members 
Mstep: Class 5 contains 61216 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 15991 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 7104 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 8731 members 
Mstep: Class 20 contains 35126 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12561 members 
Mstep: Class 23 contains 15902 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 9072 members 
Mstep: Class 26 contains 30297 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 6043 members 
Mstep: Class 34 contains 3372 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 102627 members 
Mstep: Class 37 contains 5481 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55668 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4130 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2439 members 
Mstep: Class 44 contains 15328 members 
Mstep: Class 45 contains 3375 members 
Mstep: Class 46 contains 1218 members 
Mstep: Class 47 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912520.000000 Penalty: 155579.390625
Iteration 172Q: 48 clusters Score -5.891252e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39923 members 
Mstep: Class 5 contains 61213 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 15988 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7110 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8730 members 
Mstep: Class 20 contains 35124 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12562 members 
Mstep: Class 23 contains 15895 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 9067 members 
Mstep: Class 26 contains 30303 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2721 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 6047 members 
Mstep: Class 34 contains 3374 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 102584 members 
Mstep: Class 37 contains 5480 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55667 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4128 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2432 members 
Mstep: Class 44 contains 15346 members 
Mstep: Class 45 contains 3374 members 
Mstep: Class 46 contains 1219 members 
Mstep: Class 47 contains 6189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912580.000000 Penalty: 155579.390625
Iteration 173Q: 48 clusters Score -5.891258e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39900 members 
Mstep: Class 5 contains 61211 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7116 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 8730 members 
Mstep: Class 20 contains 35123 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 15894 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9064 members 
Mstep: Class 26 contains 30313 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1822 members 
Mstep: Class 33 contains 6049 members 
Mstep: Class 34 contains 3374 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 102533 members 
Mstep: Class 37 contains 5479 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55666 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4128 members 
Mstep: Class 42 contains 4341 members 
Mstep: Class 43 contains 2422 members 
Mstep: Class 44 contains 15365 members 
Mstep: Class 45 contains 3376 members 
Mstep: Class 46 contains 1219 members 
Mstep: Class 47 contains 6198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912520.000000 Penalty: 155579.390625
Iteration 174Q: 48 clusters Score -5.891252e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 15185 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39881 members 
Mstep: Class 5 contains 61211 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15976 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35121 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12564 members 
Mstep: Class 23 contains 15894 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9062 members 
Mstep: Class 26 contains 30316 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 6052 members 
Mstep: Class 34 contains 3374 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 102485 members 
Mstep: Class 37 contains 5479 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55666 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4129 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2414 members 
Mstep: Class 44 contains 15378 members 
Mstep: Class 45 contains 3377 members 
Mstep: Class 46 contains 1222 members 
Mstep: Class 47 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912564.000000 Penalty: 155579.390625
Iteration 175Q: 48 clusters Score -5.891256e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 15182 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39865 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 24701 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35123 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 15892 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9061 members 
Mstep: Class 26 contains 30319 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2723 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1825 members 
Mstep: Class 33 contains 6052 members 
Mstep: Class 34 contains 3375 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 102434 members 
Mstep: Class 37 contains 5476 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4126 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2404 members 
Mstep: Class 44 contains 15393 members 
Mstep: Class 45 contains 3378 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912484.000000 Penalty: 155579.390625
Iteration 176Q: 48 clusters Score -5.891248e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39845 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 15561 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 15885 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9060 members 
Mstep: Class 26 contains 30325 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 6055 members 
Mstep: Class 34 contains 3377 members 
Mstep: Class 35 contains 5129 members 
Mstep: Class 36 contains 102397 members 
Mstep: Class 37 contains 5475 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55663 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15409 members 
Mstep: Class 45 contains 3378 members 
Mstep: Class 46 contains 1226 members 
Mstep: Class 47 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912504.000000 Penalty: 155579.390625
Iteration 177Q: 48 clusters Score -5.89125e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 15182 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39832 members 
Mstep: Class 5 contains 61201 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35119 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12560 members 
Mstep: Class 23 contains 15887 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9060 members 
Mstep: Class 26 contains 30329 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 6058 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102363 members 
Mstep: Class 37 contains 5472 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55663 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4344 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15424 members 
Mstep: Class 45 contains 3380 members 
Mstep: Class 46 contains 1226 members 
Mstep: Class 47 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912492.000000 Penalty: 155579.390625
Iteration 178Q: 48 clusters Score -5.891249e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 15185 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39813 members 
Mstep: Class 5 contains 61201 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35119 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12560 members 
Mstep: Class 23 contains 15889 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9059 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102331 members 
Mstep: Class 37 contains 5470 members 
Mstep: Class 38 contains 6205 members 
Mstep: Class 39 contains 55663 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4344 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15439 members 
Mstep: Class 45 contains 3382 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912500.000000 Penalty: 155579.390625
Iteration 179Q: 48 clusters Score -5.89125e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39806 members 
Mstep: Class 5 contains 61199 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24701 members 
Mstep: Class 14 contains 7132 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35118 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12559 members 
Mstep: Class 23 contains 15886 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9058 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6063 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102304 members 
Mstep: Class 37 contains 5471 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4341 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15447 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912504.000000 Penalty: 155579.390625
Iteration 180F: 48 clusters Score -5.89125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39800 members 
Mstep: Class 5 contains 61199 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 7135 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35119 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 15884 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9056 members 
Mstep: Class 26 contains 30337 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6062 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102280 members 
Mstep: Class 37 contains 5472 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4341 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15458 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912536.000000 Penalty: 155579.390625
Iteration 181Q: 48 clusters Score -5.891254e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39797 members 
Mstep: Class 5 contains 61197 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 7136 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35118 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12557 members 
Mstep: Class 23 contains 15880 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9053 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6062 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102259 members 
Mstep: Class 37 contains 5471 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15469 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912512.000000 Penalty: 155579.390625
Iteration 182Q: 48 clusters Score -5.891251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 15179 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61197 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7136 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35119 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15879 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6063 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102233 members 
Mstep: Class 37 contains 5470 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15476 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912528.000000 Penalty: 155579.390625
Iteration 183Q: 48 clusters Score -5.891253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 15177 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61195 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7137 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15879 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102210 members 
Mstep: Class 37 contains 5470 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15479 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912556.000000 Penalty: 155579.390625
Iteration 184Q: 48 clusters Score -5.891256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15176 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61192 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15876 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102179 members 
Mstep: Class 37 contains 5470 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15482 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912596.000000 Penalty: 155579.390625
Iteration 185Q: 48 clusters Score -5.89126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61191 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15877 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102154 members 
Mstep: Class 37 contains 5469 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15483 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912596.000000 Penalty: 155579.390625
Iteration 186Q: 48 clusters Score -5.89126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61189 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15936 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15876 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102129 members 
Mstep: Class 37 contains 5469 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912656.000000 Penalty: 155579.390625
Iteration 187Q: 48 clusters Score -5.891266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61188 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15878 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102108 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912652.000000 Penalty: 155579.390625
Iteration 188Q: 48 clusters Score -5.891265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15936 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15880 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102085 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912632.000000 Penalty: 155579.390625
Iteration 189Q: 48 clusters Score -5.891263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15936 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15883 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6065 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102061 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912656.000000 Penalty: 155579.390625
Iteration 190Q: 48 clusters Score -5.891266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61189 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15884 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6066 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102038 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912676.000000 Penalty: 155579.390625
Iteration 191Q: 48 clusters Score -5.891268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61189 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15551 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15883 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6068 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102020 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912672.000000 Penalty: 155579.390625
Iteration 192Q: 48 clusters Score -5.891267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61190 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15883 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6069 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 102000 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912612.000000 Penalty: 155579.390625
Iteration 193Q: 48 clusters Score -5.891261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61189 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15882 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6071 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 101983 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912652.000000 Penalty: 155579.390625
Iteration 194Q: 48 clusters Score -5.891265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39798 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24989 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15882 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9049 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6072 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 101963 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15484 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912656.000000 Penalty: 155579.390625
Iteration 195Q: 48 clusters Score -5.891266e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39799 members 
Mstep: Class 5 contains 61186 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15939 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15885 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9047 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6072 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 101932 members 
Mstep: Class 37 contains 5466 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15485 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912672.000000 Penalty: 155579.390625
Iteration 196Q: 48 clusters Score -5.891267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39799 members 
Mstep: Class 5 contains 61189 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24992 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15886 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6072 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 101909 members 
Mstep: Class 37 contains 5466 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15488 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912680.000000 Penalty: 155579.390625
Iteration 197Q: 48 clusters Score -5.891268e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39797 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24996 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15886 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6071 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 101885 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15492 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912688.000000 Penalty: 155579.390625
Iteration 198Q: 48 clusters Score -5.891269e+07 nChanged 25
Entering ConstructFrom: 
Score: -58912688.000000 Penalty: 155579.390625
Entering ConstructFrom: 
Trying to split cluster 1 (15681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Entering Unmasked Estep 
Score: -1540616.250000 Penalty: 2395.730713
	Iteration 0F: 2 clusters Score -1540616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1529331.250000 Penalty: 4791.461426
	Iteration 0F: 3 clusters Score -1529331 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1532963.875000 Penalty: 4791.461426
	Iteration 1F: 3 clusters Score -1532964 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1533363.125000 Penalty: 4791.461426
	Iteration 2F: 3 clusters Score -1533363 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1533765.625000 Penalty: 4791.461426
	Iteration 3F: 3 clusters Score -1533766 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1534245.250000 Penalty: 4791.461426
	Iteration 4F: 3 clusters Score -1534245 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1534805.125000 Penalty: 4791.461426
	Iteration 5F: 3 clusters Score -1534805 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1535371.125000 Penalty: 4791.461426
	Iteration 6F: 3 clusters Score -1535371 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1535922.000000 Penalty: 4791.461426
	Iteration 7F: 3 clusters Score -1535922 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1536419.750000 Penalty: 4791.461426
	Iteration 8Q: 3 clusters Score -1536420 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1536838.625000 Penalty: 4791.461426
	Iteration 9Q: 3 clusters Score -1536839 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1537197.000000 Penalty: 4791.461426
	Iteration 10Q: 3 clusters Score -1537197 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1537479.500000 Penalty: 4791.461426
	Iteration 11Q: 3 clusters Score -1537480 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1537739.625000 Penalty: 4791.461426
	Iteration 12Q: 3 clusters Score -1537740 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1537969.000000 Penalty: 4791.461426
	Iteration 13Q: 3 clusters Score -1537969 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1538132.875000 Penalty: 4791.461426
	Iteration 14Q: 3 clusters Score -1538133 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1538245.375000 Penalty: 4791.461426
	Iteration 15Q: 3 clusters Score -1538245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1538330.750000 Penalty: 4791.461426
	Iteration 16Q: 3 clusters Score -1538331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1538402.500000 Penalty: 4791.461426
	Iteration 17Q: 3 clusters Score -1538402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1538444.125000 Penalty: 4791.461426
	Iteration 18Q: 3 clusters Score -1538444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1538481.500000 Penalty: 4791.461426
	Iteration 19Q: 3 clusters Score -1538482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1538515.000000 Penalty: 4791.461426
	Iteration 20F: 3 clusters Score -1538515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1538538.125000 Penalty: 4791.461426
	Iteration 21Q: 3 clusters Score -1538538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1538557.250000 Penalty: 4791.461426
	Iteration 22Q: 3 clusters Score -1538557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1538572.500000 Penalty: 4791.461426
	Iteration 23Q: 3 clusters Score -1538572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1538582.000000 Penalty: 4791.461426
	Iteration 24Q: 3 clusters Score -1538582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1538589.250000 Penalty: 4791.461426
	Iteration 25Q: 3 clusters Score -1538589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1538592.625000 Penalty: 4791.461426
	Iteration 26Q: 3 clusters Score -1538593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1538594.375000 Penalty: 4791.461426
	Iteration 27Q: 3 clusters Score -1538594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1538595.500000 Penalty: 4791.461426
	Iteration 28Q: 3 clusters Score -1538596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1538603.125000 Penalty: 4791.461426
	Iteration 29Q: 3 clusters Score -1538603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1538606.125000 Penalty: 4791.461426
	Iteration 30Q: 3 clusters Score -1538606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1538610.875000 Penalty: 4791.461426
	Iteration 31Q: 3 clusters Score -1538611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1538614.250000 Penalty: 4791.461426
	Iteration 32Q: 3 clusters Score -1538614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1538614.500000 Penalty: 4791.461426
	Iteration 33Q: 3 clusters Score -1538614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1538619.125000 Penalty: 4791.461426
	Iteration 34Q: 3 clusters Score -1538619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1538623.875000 Penalty: 4791.461426
	Iteration 35Q: 3 clusters Score -1538624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1538628.875000 Penalty: 4791.461426
	Iteration 36Q: 3 clusters Score -1538629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1538629.750000 Penalty: 4791.461426
	Iteration 37Q: 3 clusters Score -1538630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1538630.500000 Penalty: 4791.461426
	Iteration 38Q: 3 clusters Score -1538630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1538633.750000 Penalty: 4791.461426
	Iteration 39Q: 3 clusters Score -1538634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1538633.500000 Penalty: 4791.461426
	Iteration 40F: 3 clusters Score -1538634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1538633.750000 Penalty: 4791.461426
	Iteration 41Q: 3 clusters Score -1538634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1538634.375000 Penalty: 4791.461426
	Iteration 42Q: 3 clusters Score -1538634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1538634.375000 Penalty: 4791.461426
	Iteration 43F: 3 clusters Score -1538634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Entering Unmasked Estep 
Score: -1424317.500000 Penalty: 2387.579834
	Iteration 0F: 2 clusters Score -1424318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1413380.625000 Penalty: 4775.159668
	Iteration 0F: 3 clusters Score -1413381 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1417100.875000 Penalty: 4775.159668
	Iteration 1F: 3 clusters Score -1417101 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1417663.875000 Penalty: 4775.159668
	Iteration 2F: 3 clusters Score -1417664 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1418176.875000 Penalty: 4775.159668
	Iteration 3F: 3 clusters Score -1418177 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1418717.625000 Penalty: 4775.159668
	Iteration 4F: 3 clusters Score -1418718 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1419202.625000 Penalty: 4775.159668
	Iteration 5F: 3 clusters Score -1419203 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1419658.375000 Penalty: 4775.159668
	Iteration 6Q: 3 clusters Score -1419658 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1420117.625000 Penalty: 4775.159668
	Iteration 7Q: 3 clusters Score -1420118 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1420520.750000 Penalty: 4775.159668
	Iteration 8Q: 3 clusters Score -1420521 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1420859.875000 Penalty: 4775.159668
	Iteration 9Q: 3 clusters Score -1420860 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1421089.500000 Penalty: 4775.159668
	Iteration 10Q: 3 clusters Score -1421090 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1421263.625000 Penalty: 4775.159668
	Iteration 11Q: 3 clusters Score -1421264 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1421389.000000 Penalty: 4775.159668
	Iteration 12Q: 3 clusters Score -1421389 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1421508.500000 Penalty: 4775.159668
	Iteration 13Q: 3 clusters Score -1421508 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1421627.125000 Penalty: 4775.159668
	Iteration 14Q: 3 clusters Score -1421627 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1421734.125000 Penalty: 4775.159668
	Iteration 15Q: 3 clusters Score -1421734 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1421816.875000 Penalty: 4775.159668
	Iteration 16Q: 3 clusters Score -1421817 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1421901.500000 Penalty: 4775.159668
	Iteration 17Q: 3 clusters Score -1421902 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1421982.000000 Penalty: 4775.159668
	Iteration 18Q: 3 clusters Score -1421982 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1422050.250000 Penalty: 4775.159668
	Iteration 19Q: 3 clusters Score -1422050 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1422101.125000 Penalty: 4775.159668
	Iteration 20F: 3 clusters Score -1422101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1422153.375000 Penalty: 4775.159668
	Iteration 21Q: 3 clusters Score -1422153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1422199.250000 Penalty: 4775.159668
	Iteration 22Q: 3 clusters Score -1422199 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1422246.125000 Penalty: 4775.159668
	Iteration 23Q: 3 clusters Score -1422246 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1422290.250000 Penalty: 4775.159668
	Iteration 24Q: 3 clusters Score -1422290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1422328.625000 Penalty: 4775.159668
	Iteration 25Q: 3 clusters Score -1422329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1422369.500000 Penalty: 4775.159668
	Iteration 26Q: 3 clusters Score -1422370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1422404.625000 Penalty: 4775.159668
	Iteration 27Q: 3 clusters Score -1422405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1422426.875000 Penalty: 4775.159668
	Iteration 28Q: 3 clusters Score -1422427 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1422455.000000 Penalty: 4775.159668
	Iteration 29Q: 3 clusters Score -1422455 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1422486.500000 Penalty: 4775.159668
	Iteration 30Q: 3 clusters Score -1422486 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1422509.375000 Penalty: 4775.159668
	Iteration 31Q: 3 clusters Score -1422509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1422540.875000 Penalty: 4775.159668
	Iteration 32Q: 3 clusters Score -1422541 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1422572.375000 Penalty: 4775.159668
	Iteration 33Q: 3 clusters Score -1422572 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1422619.375000 Penalty: 4775.159668
	Iteration 34Q: 3 clusters Score -1422619 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1422658.625000 Penalty: 4775.159668
	Iteration 35Q: 3 clusters Score -1422659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1422682.500000 Penalty: 4775.159668
	Iteration 36Q: 3 clusters Score -1422682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1422709.125000 Penalty: 4775.159668
	Iteration 37Q: 3 clusters Score -1422709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1422728.375000 Penalty: 4775.159668
	Iteration 38Q: 3 clusters Score -1422728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1422740.125000 Penalty: 4775.159668
	Iteration 39Q: 3 clusters Score -1422740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1422750.500000 Penalty: 4775.159668
	Iteration 40F: 3 clusters Score -1422750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1422759.750000 Penalty: 4775.159668
	Iteration 41Q: 3 clusters Score -1422760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1422772.375000 Penalty: 4775.159668
	Iteration 42Q: 3 clusters Score -1422772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1422779.875000 Penalty: 4775.159668
	Iteration 43Q: 3 clusters Score -1422780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1422791.250000 Penalty: 4775.159668
	Iteration 44Q: 3 clusters Score -1422791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1422793.625000 Penalty: 4775.159668
	Iteration 45Q: 3 clusters Score -1422794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1422797.250000 Penalty: 4775.159668
	Iteration 46Q: 3 clusters Score -1422797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1422799.625000 Penalty: 4775.159668
	Iteration 47Q: 3 clusters Score -1422800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1422806.000000 Penalty: 4775.159668
	Iteration 48Q: 3 clusters Score -1422806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1422812.875000 Penalty: 4775.159668
	Iteration 49Q: 3 clusters Score -1422813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1422815.875000 Penalty: 4775.159668
	Iteration 50Q: 3 clusters Score -1422816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1422815.750000 Penalty: 4775.159668
	Iteration 51Q: 3 clusters Score -1422816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1422823.500000 Penalty: 4775.159668
	Iteration 52Q: 3 clusters Score -1422824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1422830.125000 Penalty: 4775.159668
	Iteration 53Q: 3 clusters Score -1422830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1422831.250000 Penalty: 4775.159668
	Iteration 54Q: 3 clusters Score -1422831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1422836.875000 Penalty: 4775.159668
	Iteration 55Q: 3 clusters Score -1422837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1422837.750000 Penalty: 4775.159668
	Iteration 56Q: 3 clusters Score -1422838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1422835.375000 Penalty: 4775.159668
	Iteration 57Q: 3 clusters Score -1422835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1422836.750000 Penalty: 4775.159668
	Iteration 58Q: 3 clusters Score -1422837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1422835.250000 Penalty: 4775.159668
	Iteration 59Q: 3 clusters Score -1422835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1422833.875000 Penalty: 4775.159668
	Iteration 60F: 3 clusters Score -1422834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1422836.000000 Penalty: 4775.159668
	Iteration 61Q: 3 clusters Score -1422836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1422836.000000 Penalty: 4775.159668
	Iteration 62F: 3 clusters Score -1422836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188618.781250 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -185976.609375 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -185976.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -186521.218750 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186521.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -186634.718750 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186634.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -186694.078125 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186694.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -186723.781250 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -186742.109375 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186742.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -186763.078125 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -186776.500000 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -186785.406250 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -186785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186789.453125 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -186789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186790.703125 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -186790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186791.531250 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -186791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186791.531250 Penalty: 3781.811035
	Iteration 12F: 3 clusters Score -186791.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Entering Unmasked Estep 
Score: -3900715.250000 Penalty: 2626.691162
	Iteration 0F: 2 clusters Score -3900715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3873682.750000 Penalty: 5253.382324
	Iteration 0F: 3 clusters Score -3873683 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3883804.250000 Penalty: 5253.382324
	Iteration 1F: 3 clusters Score -3883804 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3884665.250000 Penalty: 5253.382324
	Iteration 2Q: 3 clusters Score -3884665 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3885616.750000 Penalty: 5253.382324
	Iteration 3Q: 3 clusters Score -3885617 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3886704.500000 Penalty: 5253.382324
	Iteration 4F: 3 clusters Score -3886704 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3888026.000000 Penalty: 5253.382324
	Iteration 5F: 3 clusters Score -3888026 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3889488.500000 Penalty: 5253.382324
	Iteration 6F: 3 clusters Score -3889488 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3890979.500000 Penalty: 5253.382324
	Iteration 7F: 3 clusters Score -3890980 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3892249.500000 Penalty: 5253.382324
	Iteration 8F: 3 clusters Score -3892250 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3893207.000000 Penalty: 5253.382324
	Iteration 9Q: 3 clusters Score -3893207 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3893862.250000 Penalty: 5253.382324
	Iteration 10Q: 3 clusters Score -3893862 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3894340.000000 Penalty: 5253.382324
	Iteration 11Q: 3 clusters Score -3894340 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3894707.750000 Penalty: 5253.382324
	Iteration 12Q: 3 clusters Score -3894708 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3894991.500000 Penalty: 5253.382324
	Iteration 13Q: 3 clusters Score -3894992 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3895233.250000 Penalty: 5253.382324
	Iteration 14Q: 3 clusters Score -3895233 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3895424.750000 Penalty: 5253.382324
	Iteration 15Q: 3 clusters Score -3895425 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3895613.500000 Penalty: 5253.382324
	Iteration 16Q: 3 clusters Score -3895614 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3895794.750000 Penalty: 5253.382324
	Iteration 17Q: 3 clusters Score -3895795 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3895954.750000 Penalty: 5253.382324
	Iteration 18Q: 3 clusters Score -3895955 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3896091.250000 Penalty: 5253.382324
	Iteration 19Q: 3 clusters Score -3896091 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3896221.250000 Penalty: 5253.382324
	Iteration 20F: 3 clusters Score -3896221 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3896356.750000 Penalty: 5253.382324
	Iteration 21Q: 3 clusters Score -3896357 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3896464.000000 Penalty: 5253.382324
	Iteration 22Q: 3 clusters Score -3896464 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3896579.750000 Penalty: 5253.382324
	Iteration 23Q: 3 clusters Score -3896580 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -3896698.750000 Penalty: 5253.382324
	Iteration 24Q: 3 clusters Score -3896699 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3896807.000000 Penalty: 5253.382324
	Iteration 25Q: 3 clusters Score -3896807 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3896928.250000 Penalty: 5253.382324
	Iteration 26Q: 3 clusters Score -3896928 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -3897031.000000 Penalty: 5253.382324
	Iteration 27Q: 3 clusters Score -3897031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3897136.500000 Penalty: 5253.382324
	Iteration 28Q: 3 clusters Score -3897136 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -3897250.750000 Penalty: 5253.382324
	Iteration 29Q: 3 clusters Score -3897251 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3897366.750000 Penalty: 5253.382324
	Iteration 30Q: 3 clusters Score -3897367 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -3897467.500000 Penalty: 5253.382324
	Iteration 31Q: 3 clusters Score -3897468 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3897589.250000 Penalty: 5253.382324
	Iteration 32Q: 3 clusters Score -3897589 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3897690.000000 Penalty: 5253.382324
	Iteration 33Q: 3 clusters Score -3897690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -3897786.250000 Penalty: 5253.382324
	Iteration 34Q: 3 clusters Score -3897786 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -3897860.000000 Penalty: 5253.382324
	Iteration 35Q: 3 clusters Score -3897860 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3897944.250000 Penalty: 5253.382324
	Iteration 36Q: 3 clusters Score -3897944 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3898044.250000 Penalty: 5253.382324
	Iteration 37Q: 3 clusters Score -3898044 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3898132.500000 Penalty: 5253.382324
	Iteration 38Q: 3 clusters Score -3898132 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -3898178.250000 Penalty: 5253.382324
	Iteration 39Q: 3 clusters Score -3898178 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3898210.250000 Penalty: 5253.382324
	Iteration 40F: 3 clusters Score -3898210 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -3898264.500000 Penalty: 5253.382324
	Iteration 41Q: 3 clusters Score -3898264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3898322.500000 Penalty: 5253.382324
	Iteration 42Q: 3 clusters Score -3898322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -3898350.750000 Penalty: 5253.382324
	Iteration 43Q: 3 clusters Score -3898351 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3898387.500000 Penalty: 5253.382324
	Iteration 44Q: 3 clusters Score -3898388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3898406.250000 Penalty: 5253.382324
	Iteration 45Q: 3 clusters Score -3898406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -3898425.000000 Penalty: 5253.382324
	Iteration 46Q: 3 clusters Score -3898425 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3898448.250000 Penalty: 5253.382324
	Iteration 47Q: 3 clusters Score -3898448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3898465.250000 Penalty: 5253.382324
	Iteration 48Q: 3 clusters Score -3898465 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -3898477.000000 Penalty: 5253.382324
	Iteration 49Q: 3 clusters Score -3898477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3898507.500000 Penalty: 5253.382324
	Iteration 50Q: 3 clusters Score -3898508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -3898539.500000 Penalty: 5253.382324
	Iteration 51Q: 3 clusters Score -3898540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -3898548.000000 Penalty: 5253.382324
	Iteration 52Q: 3 clusters Score -3898548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -3898563.250000 Penalty: 5253.382324
	Iteration 53Q: 3 clusters Score -3898563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -3898577.500000 Penalty: 5253.382324
	Iteration 54Q: 3 clusters Score -3898578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -3898575.250000 Penalty: 5253.382324
	Iteration 55Q: 3 clusters Score -3898575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -3898597.250000 Penalty: 5253.382324
	Iteration 56Q: 3 clusters Score -3898597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -3898608.000000 Penalty: 5253.382324
	Iteration 57Q: 3 clusters Score -3898608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -3898618.000000 Penalty: 5253.382324
	Iteration 58Q: 3 clusters Score -3898618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -3898621.000000 Penalty: 5253.382324
	Iteration 59Q: 3 clusters Score -3898621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3898632.750000 Penalty: 5253.382324
	Iteration 60F: 3 clusters Score -3898633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3898640.500000 Penalty: 5253.382324
	Iteration 61Q: 3 clusters Score -3898640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3898652.250000 Penalty: 5253.382324
	Iteration 62Q: 3 clusters Score -3898652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -3898660.000000 Penalty: 5253.382324
	Iteration 63Q: 3 clusters Score -3898660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -3898664.750000 Penalty: 5253.382324
	Iteration 64Q: 3 clusters Score -3898665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3898677.000000 Penalty: 5253.382324
	Iteration 65Q: 3 clusters Score -3898677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -3898684.250000 Penalty: 5253.382324
	Iteration 66Q: 3 clusters Score -3898684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3898684.500000 Penalty: 5253.382324
	Iteration 67Q: 3 clusters Score -3898684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3898686.000000 Penalty: 5253.382324
	Iteration 68Q: 3 clusters Score -3898686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3898686.000000 Penalty: 5253.382324
	Iteration 69Q: 3 clusters Score -3898686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -3898690.000000 Penalty: 5253.382324
	Iteration 70Q: 3 clusters Score -3898690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -3898683.750000 Penalty: 5253.382324
	Iteration 71Q: 3 clusters Score -3898684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -3898693.750000 Penalty: 5253.382324
	Iteration 72Q: 3 clusters Score -3898694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -3898697.250000 Penalty: 5253.382324
	Iteration 73Q: 3 clusters Score -3898697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -3898701.250000 Penalty: 5253.382324
	Iteration 74Q: 3 clusters Score -3898701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -3898699.000000 Penalty: 5253.382324
	Iteration 75Q: 3 clusters Score -3898699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -3898700.250000 Penalty: 5253.382324
	Iteration 76Q: 3 clusters Score -3898700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3898698.750000 Penalty: 5253.382324
	Iteration 77Q: 3 clusters Score -3898699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3898701.250000 Penalty: 5253.382324
	Iteration 78Q: 3 clusters Score -3898701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -3898705.750000 Penalty: 5253.382324
	Iteration 79Q: 3 clusters Score -3898706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -3898705.750000 Penalty: 5253.382324
	Iteration 80F: 3 clusters Score -3898706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3898710.750000 Penalty: 5253.382324
	Iteration 81Q: 3 clusters Score -3898711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -3898712.750000 Penalty: 5253.382324
	Iteration 82Q: 3 clusters Score -3898713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -3898721.500000 Penalty: 5253.382324
	Iteration 83Q: 3 clusters Score -3898722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3898713.250000 Penalty: 5253.382324
	Iteration 84Q: 3 clusters Score -3898713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -3898716.250000 Penalty: 5253.382324
	Iteration 85Q: 3 clusters Score -3898716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -3898717.750000 Penalty: 5253.382324
	Iteration 86Q: 3 clusters Score -3898718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -3898721.000000 Penalty: 5253.382324
	Iteration 87Q: 3 clusters Score -3898721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3898718.250000 Penalty: 5253.382324
	Iteration 88Q: 3 clusters Score -3898718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3898725.250000 Penalty: 5253.382324
	Iteration 89Q: 3 clusters Score -3898725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -3898722.750000 Penalty: 5253.382324
	Iteration 90Q: 3 clusters Score -3898723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -3898719.500000 Penalty: 5253.382324
	Iteration 91Q: 3 clusters Score -3898720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -3898720.500000 Penalty: 5253.382324
	Iteration 92Q: 3 clusters Score -3898720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -3898719.250000 Penalty: 5253.382324
	Iteration 93Q: 3 clusters Score -3898719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3898716.000000 Penalty: 5253.382324
	Iteration 94Q: 3 clusters Score -3898716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -3898723.000000 Penalty: 5253.382324
	Iteration 95Q: 3 clusters Score -3898723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -3898728.000000 Penalty: 5253.382324
	Iteration 96Q: 3 clusters Score -3898728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3898723.250000 Penalty: 5253.382324
	Iteration 97Q: 3 clusters Score -3898723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -3898723.500000 Penalty: 5253.382324
	Iteration 98Q: 3 clusters Score -3898724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -3898725.000000 Penalty: 5253.382324
	Iteration 99Q: 3 clusters Score -3898725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -3898728.500000 Penalty: 5253.382324
	Iteration 100F: 3 clusters Score -3898728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -3898732.000000 Penalty: 5253.382324
	Iteration 101Q: 3 clusters Score -3898732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -3898732.750000 Penalty: 5253.382324
	Iteration 102Q: 3 clusters Score -3898733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -3898727.250000 Penalty: 5253.382324
	Iteration 103Q: 3 clusters Score -3898727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3898732.250000 Penalty: 5253.382324
	Iteration 104Q: 3 clusters Score -3898732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -3898728.000000 Penalty: 5253.382324
	Iteration 105Q: 3 clusters Score -3898728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -3898723.250000 Penalty: 5253.382324
	Iteration 106Q: 3 clusters Score -3898723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3898724.500000 Penalty: 5253.382324
	Iteration 107Q: 3 clusters Score -3898724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -3898730.250000 Penalty: 5253.382324
	Iteration 108Q: 3 clusters Score -3898730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -3898733.750000 Penalty: 5253.382324
	Iteration 109Q: 3 clusters Score -3898734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -3898733.750000 Penalty: 5253.382324
	Iteration 110Q: 3 clusters Score -3898734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -3898736.250000 Penalty: 5253.382324
	Iteration 111Q: 3 clusters Score -3898736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -3898736.250000 Penalty: 5253.382324
	Iteration 112F: 3 clusters Score -3898736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Entering Unmasked Estep 
Score: -6150475.000000 Penalty: 2733.370850
	Iteration 0F: 2 clusters Score -6150475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6109257.000000 Penalty: 5466.741699
	Iteration 0F: 3 clusters Score -6109257 nChanged 28648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6125635.500000 Penalty: 5466.741699
	Iteration 1F: 3 clusters Score -6125636 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -6126667.000000 Penalty: 5466.741699
	Iteration 2Q: 3 clusters Score -6126667 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6127911.000000 Penalty: 5466.741699
	Iteration 3Q: 3 clusters Score -6127911 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -6129689.000000 Penalty: 5466.741699
	Iteration 4F: 3 clusters Score -6129689 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -6132212.000000 Penalty: 5466.741699
	Iteration 5F: 3 clusters Score -6132212 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -6135161.000000 Penalty: 5466.741699
	Iteration 6F: 3 clusters Score -6135161 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6138151.000000 Penalty: 5466.741699
	Iteration 7F: 3 clusters Score -6138151 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6140654.000000 Penalty: 5466.741699
	Iteration 8F: 3 clusters Score -6140654 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -6142685.500000 Penalty: 5466.741699
	Iteration 9Q: 3 clusters Score -6142686 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -6144278.000000 Penalty: 5466.741699
	Iteration 10Q: 3 clusters Score -6144278 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -6145438.000000 Penalty: 5466.741699
	Iteration 11Q: 3 clusters Score -6145438 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6146194.000000 Penalty: 5466.741699
	Iteration 12Q: 3 clusters Score -6146194 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -6146764.000000 Penalty: 5466.741699
	Iteration 13Q: 3 clusters Score -6146764 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -6147179.500000 Penalty: 5466.741699
	Iteration 14Q: 3 clusters Score -6147180 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -6147445.500000 Penalty: 5466.741699
	Iteration 15Q: 3 clusters Score -6147446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -6147643.500000 Penalty: 5466.741699
	Iteration 16Q: 3 clusters Score -6147644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -6147789.000000 Penalty: 5466.741699
	Iteration 17Q: 3 clusters Score -6147789 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -6147892.500000 Penalty: 5466.741699
	Iteration 18Q: 3 clusters Score -6147892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -6147956.000000 Penalty: 5466.741699
	Iteration 19Q: 3 clusters Score -6147956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -6148024.000000 Penalty: 5466.741699
	Iteration 20F: 3 clusters Score -6148024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -6148063.000000 Penalty: 5466.741699
	Iteration 21Q: 3 clusters Score -6148063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -6148083.000000 Penalty: 5466.741699
	Iteration 22Q: 3 clusters Score -6148083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -6148089.500000 Penalty: 5466.741699
	Iteration 23Q: 3 clusters Score -6148090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -6148108.000000 Penalty: 5466.741699
	Iteration 24Q: 3 clusters Score -6148108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -6148126.500000 Penalty: 5466.741699
	Iteration 25Q: 3 clusters Score -6148126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -6148122.000000 Penalty: 5466.741699
	Iteration 26Q: 3 clusters Score -6148122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -6148134.000000 Penalty: 5466.741699
	Iteration 27Q: 3 clusters Score -6148134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -6148141.500000 Penalty: 5466.741699
	Iteration 28Q: 3 clusters Score -6148142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -6148146.000000 Penalty: 5466.741699
	Iteration 29Q: 3 clusters Score -6148146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -6148165.500000 Penalty: 5466.741699
	Iteration 30Q: 3 clusters Score -6148166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -6148168.500000 Penalty: 5466.741699
	Iteration 31Q: 3 clusters Score -6148168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -6148183.500000 Penalty: 5466.741699
	Iteration 32Q: 3 clusters Score -6148184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -6148194.500000 Penalty: 5466.741699
	Iteration 33Q: 3 clusters Score -6148194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -6148205.000000 Penalty: 5466.741699
	Iteration 34Q: 3 clusters Score -6148205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -6148208.500000 Penalty: 5466.741699
	Iteration 35Q: 3 clusters Score -6148208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -6148213.500000 Penalty: 5466.741699
	Iteration 36Q: 3 clusters Score -6148214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -6148219.500000 Penalty: 5466.741699
	Iteration 37Q: 3 clusters Score -6148220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -6148225.500000 Penalty: 5466.741699
	Iteration 38Q: 3 clusters Score -6148226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -6148227.500000 Penalty: 5466.741699
	Iteration 39Q: 3 clusters Score -6148228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -6148230.500000 Penalty: 5466.741699
	Iteration 40F: 3 clusters Score -6148230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -6148231.000000 Penalty: 5466.741699
	Iteration 41Q: 3 clusters Score -6148231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -6148236.500000 Penalty: 5466.741699
	Iteration 42Q: 3 clusters Score -6148236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -6148236.500000 Penalty: 5466.741699
	Iteration 43Q: 3 clusters Score -6148236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -6148241.500000 Penalty: 5466.741699
	Iteration 44Q: 3 clusters Score -6148242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -6148241.500000 Penalty: 5466.741699
	Iteration 45Q: 3 clusters Score -6148242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -6148241.500000 Penalty: 5466.741699
	Iteration 46Q: 3 clusters Score -6148242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -6148243.000000 Penalty: 5466.741699
	Iteration 47Q: 3 clusters Score -6148243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -6148243.500000 Penalty: 5466.741699
	Iteration 48Q: 3 clusters Score -6148244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -6148244.500000 Penalty: 5466.741699
	Iteration 49Q: 3 clusters Score -6148244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -6148243.500000 Penalty: 5466.741699
	Iteration 50Q: 3 clusters Score -6148244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -6148241.000000 Penalty: 5466.741699
	Iteration 51Q: 3 clusters Score -6148241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -6148236.000000 Penalty: 5466.741699
	Iteration 52Q: 3 clusters Score -6148236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -6148239.000000 Penalty: 5466.741699
	Iteration 53Q: 3 clusters Score -6148239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -6148238.000000 Penalty: 5466.741699
	Iteration 54Q: 3 clusters Score -6148238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -6148248.000000 Penalty: 5466.741699
	Iteration 55Q: 3 clusters Score -6148248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -6148244.000000 Penalty: 5466.741699
	Iteration 56Q: 3 clusters Score -6148244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -6148248.000000 Penalty: 5466.741699
	Iteration 57Q: 3 clusters Score -6148248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -6148248.000000 Penalty: 5466.741699
	Iteration 58F: 3 clusters Score -6148248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -660895.500000 Penalty: 2192.392090
	Iteration 0F: 2 clusters Score -660895.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -655181.812500 Penalty: 4384.784180
	Iteration 0F: 3 clusters Score -655181.8 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -656673.250000 Penalty: 4384.784180
	Iteration 1F: 3 clusters Score -656673.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -656940.500000 Penalty: 4384.784180
	Iteration 2F: 3 clusters Score -656940.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -657108.625000 Penalty: 4384.784180
	Iteration 3F: 3 clusters Score -657108.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -657225.875000 Penalty: 4384.784180
	Iteration 4Q: 3 clusters Score -657225.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -657339.062500 Penalty: 4384.784180
	Iteration 5Q: 3 clusters Score -657339.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -657450.375000 Penalty: 4384.784180
	Iteration 6Q: 3 clusters Score -657450.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -657597.812500 Penalty: 4384.784180
	Iteration 7Q: 3 clusters Score -657597.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -657747.750000 Penalty: 4384.784180
	Iteration 8Q: 3 clusters Score -657747.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -657888.125000 Penalty: 4384.784180
	Iteration 9Q: 3 clusters Score -657888.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -658038.250000 Penalty: 4384.784180
	Iteration 10Q: 3 clusters Score -658038.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -658168.375000 Penalty: 4384.784180
	Iteration 11Q: 3 clusters Score -658168.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -658278.937500 Penalty: 4384.784180
	Iteration 12Q: 3 clusters Score -658278.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -658361.250000 Penalty: 4384.784180
	Iteration 13Q: 3 clusters Score -658361.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -658438.812500 Penalty: 4384.784180
	Iteration 14Q: 3 clusters Score -658438.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -658511.625000 Penalty: 4384.784180
	Iteration 15Q: 3 clusters Score -658511.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -658576.437500 Penalty: 4384.784180
	Iteration 16Q: 3 clusters Score -658576.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -658622.000000 Penalty: 4384.784180
	Iteration 17Q: 3 clusters Score -658622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -658662.187500 Penalty: 4384.784180
	Iteration 18Q: 3 clusters Score -658662.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -658699.312500 Penalty: 4384.784180
	Iteration 19Q: 3 clusters Score -658699.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -658730.812500 Penalty: 4384.784180
	Iteration 20F: 3 clusters Score -658730.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -658754.250000 Penalty: 4384.784180
	Iteration 21Q: 3 clusters Score -658754.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -658775.062500 Penalty: 4384.784180
	Iteration 22Q: 3 clusters Score -658775.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -658798.250000 Penalty: 4384.784180
	Iteration 23Q: 3 clusters Score -658798.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -658822.625000 Penalty: 4384.784180
	Iteration 24Q: 3 clusters Score -658822.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -658857.187500 Penalty: 4384.784180
	Iteration 25Q: 3 clusters Score -658857.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -658896.187500 Penalty: 4384.784180
	Iteration 26Q: 3 clusters Score -658896.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -658945.000000 Penalty: 4384.784180
	Iteration 27Q: 3 clusters Score -658945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -659007.937500 Penalty: 4384.784180
	Iteration 28Q: 3 clusters Score -659007.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -659069.625000 Penalty: 4384.784180
	Iteration 29Q: 3 clusters Score -659069.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -659123.250000 Penalty: 4384.784180
	Iteration 30Q: 3 clusters Score -659123.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -659180.250000 Penalty: 4384.784180
	Iteration 31Q: 3 clusters Score -659180.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -659225.875000 Penalty: 4384.784180
	Iteration 32Q: 3 clusters Score -659225.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -659271.625000 Penalty: 4384.784180
	Iteration 33Q: 3 clusters Score -659271.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -659316.750000 Penalty: 4384.784180
	Iteration 34Q: 3 clusters Score -659316.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -659340.437500 Penalty: 4384.784180
	Iteration 35Q: 3 clusters Score -659340.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -659354.375000 Penalty: 4384.784180
	Iteration 36Q: 3 clusters Score -659354.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -659363.375000 Penalty: 4384.784180
	Iteration 37Q: 3 clusters Score -659363.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -659375.687500 Penalty: 4384.784180
	Iteration 38Q: 3 clusters Score -659375.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -659388.625000 Penalty: 4384.784180
	Iteration 39Q: 3 clusters Score -659388.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -659398.625000 Penalty: 4384.784180
	Iteration 40F: 3 clusters Score -659398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -659409.187500 Penalty: 4384.784180
	Iteration 41Q: 3 clusters Score -659409.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -659415.812500 Penalty: 4384.784180
	Iteration 42Q: 3 clusters Score -659415.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -659420.375000 Penalty: 4384.784180
	Iteration 43Q: 3 clusters Score -659420.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -659427.312500 Penalty: 4384.784180
	Iteration 44Q: 3 clusters Score -659427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -659432.312500 Penalty: 4384.784180
	Iteration 45Q: 3 clusters Score -659432.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -659434.437500 Penalty: 4384.784180
	Iteration 46Q: 3 clusters Score -659434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -659435.687500 Penalty: 4384.784180
	Iteration 47Q: 3 clusters Score -659435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -659436.312500 Penalty: 4384.784180
	Iteration 48Q: 3 clusters Score -659436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -659437.812500 Penalty: 4384.784180
	Iteration 49Q: 3 clusters Score -659437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -659440.625000 Penalty: 4384.784180
	Iteration 50Q: 3 clusters Score -659440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -659443.062500 Penalty: 4384.784180
	Iteration 51Q: 3 clusters Score -659443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -659445.000000 Penalty: 4384.784180
	Iteration 52Q: 3 clusters Score -659445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -659446.937500 Penalty: 4384.784180
	Iteration 53Q: 3 clusters Score -659446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -659446.812500 Penalty: 4384.784180
	Iteration 54Q: 3 clusters Score -659446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -659446.375000 Penalty: 4384.784180
	Iteration 55Q: 3 clusters Score -659446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -659448.125000 Penalty: 4384.784180
	Iteration 56Q: 3 clusters Score -659448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -659450.750000 Penalty: 4384.784180
	Iteration 57Q: 3 clusters Score -659450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -659449.250000 Penalty: 4384.784180
	Iteration 58Q: 3 clusters Score -659449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -659449.687500 Penalty: 4384.784180
	Iteration 59Q: 3 clusters Score -659449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -659451.687500 Penalty: 4384.784180
	Iteration 60F: 3 clusters Score -659451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Entering Unmasked Estep 
Score: -1425182.125000 Penalty: 2393.602539
	Iteration 0F: 2 clusters Score -1425182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1413884.875000 Penalty: 4787.205078
	Iteration 0F: 3 clusters Score -1413885 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1417634.375000 Penalty: 4787.205078
	Iteration 1F: 3 clusters Score -1417634 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1418188.250000 Penalty: 4787.205078
	Iteration 2F: 3 clusters Score -1418188 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1418754 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1419301.500000 Penalty: 4787.205078
	Iteration 4F: 3 clusters Score -1419302 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1419910.250000 Penalty: 4787.205078
	Iteration 5F: 3 clusters Score -1419910 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1420574 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1421326.000000 Penalty: 4787.205078
	Iteration 7F: 3 clusters Score -1421326 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1422022.250000 Penalty: 4787.205078
	Iteration 8F: 3 clusters Score -1422022 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1422589.875000 Penalty: 4787.205078
	Iteration 9Q: 3 clusters Score -1422590 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1422984 nChanged 447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1423245 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1423395.875000 Penalty: 4787.205078
	Iteration 12Q: 3 clusters Score -1423396 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1423492.250000 Penalty: 4787.205078
	Iteration 13Q: 3 clusters Score -1423492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1423550.125000 Penalty: 4787.205078
	Iteration 14Q: 3 clusters Score -1423550 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1423595 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1423623.500000 Penalty: 4787.205078
	Iteration 16Q: 3 clusters Score -1423624 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1423643.500000 Penalty: 4787.205078
	Iteration 17Q: 3 clusters Score -1423644 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1423665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1423672.625000 Penalty: 4787.205078
	Iteration 19Q: 3 clusters Score -1423673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1423686.375000 Penalty: 4787.205078
	Iteration 20F: 3 clusters Score -1423686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1423699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1423707.375000 Penalty: 4787.205078
	Iteration 22Q: 3 clusters Score -1423707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1423718.000000 Penalty: 4787.205078
	Iteration 23Q: 3 clusters Score -1423718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1423729.625000 Penalty: 4787.205078
	Iteration 24Q: 3 clusters Score -1423730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1423740.750000 Penalty: 4787.205078
	Iteration 25Q: 3 clusters Score -1423741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1423744.625000 Penalty: 4787.205078
	Iteration 26Q: 3 clusters Score -1423745 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1423752.250000 Penalty: 4787.205078
	Iteration 27Q: 3 clusters Score -1423752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1423765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1423774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1423784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1423800.250000 Penalty: 4787.205078
	Iteration 31Q: 3 clusters Score -1423800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1423815.500000 Penalty: 4787.205078
	Iteration 32Q: 3 clusters Score -1423816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1423821.500000 Penalty: 4787.205078
	Iteration 33Q: 3 clusters Score -1423822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1423823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1423823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1423829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1423833.250000 Penalty: 4787.205078
	Iteration 37Q: 3 clusters Score -1423833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1423840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1423845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1423860.000000 Penalty: 4787.205078
	Iteration 40F: 3 clusters Score -1423860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1423872.750000 Penalty: 4787.205078
	Iteration 41Q: 3 clusters Score -1423873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1423880.250000 Penalty: 4787.205078
	Iteration 42Q: 3 clusters Score -1423880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1423886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1423896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1423897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1423907.000000 Penalty: 4787.205078
	Iteration 46Q: 3 clusters Score -1423907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1423919.125000 Penalty: 4787.205078
	Iteration 47Q: 3 clusters Score -1423919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1423936.500000 Penalty: 4787.205078
	Iteration 48Q: 3 clusters Score -1423936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1423946.125000 Penalty: 4787.205078
	Iteration 49Q: 3 clusters Score -1423946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1423958.250000 Penalty: 4787.205078
	Iteration 50Q: 3 clusters Score -1423958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1423962.625000 Penalty: 4787.205078
	Iteration 51Q: 3 clusters Score -1423963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1423975.875000 Penalty: 4787.205078
	Iteration 52Q: 3 clusters Score -1423976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1423983.875000 Penalty: 4787.205078
	Iteration 53Q: 3 clusters Score -1423984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1423991.625000 Penalty: 4787.205078
	Iteration 54Q: 3 clusters Score -1423992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1424001.875000 Penalty: 4787.205078
	Iteration 55Q: 3 clusters Score -1424002 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1424008.000000 Penalty: 4787.205078
	Iteration 56Q: 3 clusters Score -1424008 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2547 members 
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Entering Unmasked Estep 
Score: -1424012.500000 Penalty: 4787.205078
	Iteration 57Q: 3 clusters Score -1424012 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1424020.750000 Penalty: 4787.205078
	Iteration 58Q: 3 clusters Score -1424021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1424028.625000 Penalty: 4787.205078
	Iteration 59Q: 3 clusters Score -1424029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1424039.625000 Penalty: 4787.205078
	Iteration 60F: 3 clusters Score -1424040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1424047.375000 Penalty: 4787.205078
	Iteration 61Q: 3 clusters Score -1424047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1424051.625000 Penalty: 4787.205078
	Iteration 62Q: 3 clusters Score -1424052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1424056.750000 Penalty: 4787.205078
	Iteration 63Q: 3 clusters Score -1424057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1424060.875000 Penalty: 4787.205078
	Iteration 64Q: 3 clusters Score -1424061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1424066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1424070.625000 Penalty: 4787.205078
	Iteration 66Q: 3 clusters Score -1424071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1424072.250000 Penalty: 4787.205078
	Iteration 67Q: 3 clusters Score -1424072 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13211 members 
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Score: -1424073.500000 Penalty: 4787.205078
	Iteration 68Q: 3 clusters Score -1424074 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1424076.875000 Penalty: 4787.205078
	Iteration 69Q: 3 clusters Score -1424077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1424085 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1424086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13268 members 
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	Iteration 72Q: 3 clusters Score -1424090 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13281 members 
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	Iteration 73Q: 3 clusters Score -1424095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13286 members 
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Score: -1424097.125000 Penalty: 4787.205078
	Iteration 74Q: 3 clusters Score -1424097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1424100.625000 Penalty: 4787.205078
	Iteration 75Q: 3 clusters Score -1424101 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13292 members 
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	Iteration 76Q: 3 clusters Score -1424099 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1424100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1424102.500000 Penalty: 4787.205078
	Iteration 78Q: 3 clusters Score -1424102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13308 members 
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	Iteration 79Q: 3 clusters Score -1424105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1424108.375000 Penalty: 4787.205078
	Iteration 80F: 3 clusters Score -1424108 nChanged 3
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Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13313 members 
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	Iteration 81Q: 3 clusters Score -1424105 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13316 members 
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	Iteration 82Q: 3 clusters Score -1424111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13319 members 
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	Iteration 83Q: 3 clusters Score -1424110 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1424111 nChanged 2
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Mstep: Class 1 contains 2223 members 
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	Iteration 85Q: 3 clusters Score -1424111 nChanged 1
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Mstep: Class 1 contains 2222 members 
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	Iteration 86Q: 3 clusters Score -1424111 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1424115 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1424113 nChanged 2
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Mstep: Class 1 contains 2219 members 
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	Iteration 89Q: 3 clusters Score -1424113 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1424113 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
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	Iteration 91Q: 3 clusters Score -1424113 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1424112 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1424114 nChanged 5
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Mstep: Class 1 contains 2204 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1424115 nChanged 6
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Mstep: Class 1 contains 2202 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1424115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1424116.250000 Penalty: 4787.205078
	Iteration 96Q: 3 clusters Score -1424116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1424114.750000 Penalty: 4787.205078
	Iteration 97Q: 3 clusters Score -1424115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1424113.750000 Penalty: 4787.205078
	Iteration 98Q: 3 clusters Score -1424114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1424113.750000 Penalty: 4787.205078
	Iteration 99Q: 3 clusters Score -1424114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1424114.500000 Penalty: 4787.205078
	Iteration 100F: 3 clusters Score -1424114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1424115.125000 Penalty: 4787.205078
	Iteration 101Q: 3 clusters Score -1424115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1424114.750000 Penalty: 4787.205078
	Iteration 102Q: 3 clusters Score -1424115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1424114.750000 Penalty: 4787.205078
	Iteration 103F: 3 clusters Score -1424115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -205605.703125 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -205605.7 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 1332 members 
Entering Unmasked Estep 
Score: -202634.562500 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -202634.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -203593.000000 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -203593 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -204054.640625 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -204054.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -204422.796875 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -204422.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -204684.609375 Penalty: 3899.416748
	Iteration 4F: 3 clusters Score -204684.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -204918.093750 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -204918.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -205024.062500 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -205024.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -205079.328125 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -205079.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -205101.156250 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -205101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -205106.765625 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -205106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -205108.281250 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -205108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -205109.859375 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -205109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -205112.609375 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -205112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -205114.718750 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -205114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -205117.828125 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -205117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -205118.921875 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -205118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -205119.843750 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -205119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -205120.078125 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -205120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -205120.078125 Penalty: 3899.416748
	Iteration 18F: 3 clusters Score -205120.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -183740.671875 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -183740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181055.656250 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -181055.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -181628.125000 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -181628.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -181848.906250 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -181848.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -181997.578125 Penalty: 3787.350342
	Iteration 3F: 3 clusters Score -181997.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -182155.234375 Penalty: 3787.350342
	Iteration 4F: 3 clusters Score -182155.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -182303.640625 Penalty: 3787.350342
	Iteration 5F: 3 clusters Score -182303.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -182448.375000 Penalty: 3787.350342
	Iteration 6F: 3 clusters Score -182448.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -182603.109375 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -182603.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -182787.968750 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -182788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182941.078125 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -182941.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -183043.718750 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -183043.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183083.687500 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -183083.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -183106.937500 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -183106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -183114.843750 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -183114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -183120.796875 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -183120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -183125.500000 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -183125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -183129.437500 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -183129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -183131.390625 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -183131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -183134.421875 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -183134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -183140.750000 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -183140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -183144.093750 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -183144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -183147.656250 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -183147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -183152.906250 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -183152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -183160.921875 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -183160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183164.609375 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -183164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -183168.765625 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -183168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -183173.046875 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -183173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -183175.187500 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -183175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -183176.609375 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -183176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -183177.578125 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -183177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -183178.546875 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -183178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -183179.484375 Penalty: 3787.350342
	Iteration 31Q: 3 clusters Score -183179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -183179.484375 Penalty: 3787.350342
	Iteration 32F: 3 clusters Score -183179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -958150.750000 Penalty: 2284.065186
	Iteration 0F: 2 clusters Score -958150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -950497.875000 Penalty: 4568.130371
	Iteration 0F: 3 clusters Score -950497.9 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -952862.375000 Penalty: 4568.130371
	Iteration 1F: 3 clusters Score -952862.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -953387.687500 Penalty: 4568.130371
	Iteration 2F: 3 clusters Score -953387.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -953856.875000 Penalty: 4568.130371
	Iteration 3F: 3 clusters Score -953856.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -954285.687500 Penalty: 4568.130371
	Iteration 4F: 3 clusters Score -954285.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -954607.875000 Penalty: 4568.130371
	Iteration 5F: 3 clusters Score -954607.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -954840.312500 Penalty: 4568.130371
	Iteration 6Q: 3 clusters Score -954840.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -955030.687500 Penalty: 4568.130371
	Iteration 7Q: 3 clusters Score -955030.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -955157.250000 Penalty: 4568.130371
	Iteration 8Q: 3 clusters Score -955157.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -955247.875000 Penalty: 4568.130371
	Iteration 9Q: 3 clusters Score -955247.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -955322.000000 Penalty: 4568.130371
	Iteration 10Q: 3 clusters Score -955322 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -955385.937500 Penalty: 4568.130371
	Iteration 11Q: 3 clusters Score -955385.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -955435.437500 Penalty: 4568.130371
	Iteration 12Q: 3 clusters Score -955435.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -955483.187500 Penalty: 4568.130371
	Iteration 13Q: 3 clusters Score -955483.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -955524.625000 Penalty: 4568.130371
	Iteration 14Q: 3 clusters Score -955524.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -955562.375000 Penalty: 4568.130371
	Iteration 15Q: 3 clusters Score -955562.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -955600.250000 Penalty: 4568.130371
	Iteration 16Q: 3 clusters Score -955600.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -955639.187500 Penalty: 4568.130371
	Iteration 17Q: 3 clusters Score -955639.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -955696.000000 Penalty: 4568.130371
	Iteration 18Q: 3 clusters Score -955696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -955768.625000 Penalty: 4568.130371
	Iteration 19Q: 3 clusters Score -955768.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -955847.812500 Penalty: 4568.130371
	Iteration 20F: 3 clusters Score -955847.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -955919.812500 Penalty: 4568.130371
	Iteration 21Q: 3 clusters Score -955919.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -955987.250000 Penalty: 4568.130371
	Iteration 22Q: 3 clusters Score -955987.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -956044.000000 Penalty: 4568.130371
	Iteration 23Q: 3 clusters Score -956044 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -956105.125000 Penalty: 4568.130371
	Iteration 24Q: 3 clusters Score -956105.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -956165.000000 Penalty: 4568.130371
	Iteration 25Q: 3 clusters Score -956165 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -956230.875000 Penalty: 4568.130371
	Iteration 26Q: 3 clusters Score -956230.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -956289.125000 Penalty: 4568.130371
	Iteration 27Q: 3 clusters Score -956289.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -956349.500000 Penalty: 4568.130371
	Iteration 28Q: 3 clusters Score -956349.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -956411.125000 Penalty: 4568.130371
	Iteration 29Q: 3 clusters Score -956411.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -956465.250000 Penalty: 4568.130371
	Iteration 30Q: 3 clusters Score -956465.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -956496.000000 Penalty: 4568.130371
	Iteration 31Q: 3 clusters Score -956496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -956522.500000 Penalty: 4568.130371
	Iteration 32Q: 3 clusters Score -956522.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -956548.562500 Penalty: 4568.130371
	Iteration 33Q: 3 clusters Score -956548.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -956564.812500 Penalty: 4568.130371
	Iteration 34Q: 3 clusters Score -956564.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -956578.312500 Penalty: 4568.130371
	Iteration 35Q: 3 clusters Score -956578.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -956592.062500 Penalty: 4568.130371
	Iteration 36Q: 3 clusters Score -956592.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -956601.125000 Penalty: 4568.130371
	Iteration 37Q: 3 clusters Score -956601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -956610.000000 Penalty: 4568.130371
	Iteration 38Q: 3 clusters Score -956610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -956618.187500 Penalty: 4568.130371
	Iteration 39Q: 3 clusters Score -956618.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -956631.625000 Penalty: 4568.130371
	Iteration 40F: 3 clusters Score -956631.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -956643.125000 Penalty: 4568.130371
	Iteration 41Q: 3 clusters Score -956643.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -956645.937500 Penalty: 4568.130371
	Iteration 42Q: 3 clusters Score -956645.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -956654.562500 Penalty: 4568.130371
	Iteration 43Q: 3 clusters Score -956654.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -956662.750000 Penalty: 4568.130371
	Iteration 44Q: 3 clusters Score -956662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -956668.500000 Penalty: 4568.130371
	Iteration 45Q: 3 clusters Score -956668.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -956673.625000 Penalty: 4568.130371
	Iteration 46Q: 3 clusters Score -956673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -956676.500000 Penalty: 4568.130371
	Iteration 47Q: 3 clusters Score -956676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -956675.875000 Penalty: 4568.130371
	Iteration 48Q: 3 clusters Score -956675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -956676.000000 Penalty: 4568.130371
	Iteration 49Q: 3 clusters Score -956676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -956676.000000 Penalty: 4568.130371
	Iteration 50F: 3 clusters Score -956676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Entering Unmasked Estep 
Score: -1547108.250000 Penalty: 2399.762451
	Iteration 0F: 2 clusters Score -1547108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1535729.750000 Penalty: 4799.524902
	Iteration 0F: 3 clusters Score -1535730 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1539422.375000 Penalty: 4799.524902
	Iteration 1F: 3 clusters Score -1539422 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1539798.500000 Penalty: 4799.524902
	Iteration 2F: 3 clusters Score -1539798 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1540150.375000 Penalty: 4799.524902
	Iteration 3Q: 3 clusters Score -1540150 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1540445.250000 Penalty: 4799.524902
	Iteration 4Q: 3 clusters Score -1540445 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1540745.625000 Penalty: 4799.524902
	Iteration 5Q: 3 clusters Score -1540746 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1541055.500000 Penalty: 4799.524902
	Iteration 6Q: 3 clusters Score -1541056 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1541442.375000 Penalty: 4799.524902
	Iteration 7Q: 3 clusters Score -1541442 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1541854.125000 Penalty: 4799.524902
	Iteration 8Q: 3 clusters Score -1541854 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1542319.750000 Penalty: 4799.524902
	Iteration 9Q: 3 clusters Score -1542320 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1542795.250000 Penalty: 4799.524902
	Iteration 10Q: 3 clusters Score -1542795 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1543223.000000 Penalty: 4799.524902
	Iteration 11Q: 3 clusters Score -1543223 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1543551.375000 Penalty: 4799.524902
	Iteration 12Q: 3 clusters Score -1543551 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1543769.000000 Penalty: 4799.524902
	Iteration 13Q: 3 clusters Score -1543769 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1543919.625000 Penalty: 4799.524902
	Iteration 14Q: 3 clusters Score -1543920 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1544007.875000 Penalty: 4799.524902
	Iteration 15Q: 3 clusters Score -1544008 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1544068.500000 Penalty: 4799.524902
	Iteration 16Q: 3 clusters Score -1544068 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1544113.125000 Penalty: 4799.524902
	Iteration 17Q: 3 clusters Score -1544113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1544142.625000 Penalty: 4799.524902
	Iteration 18Q: 3 clusters Score -1544143 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1544173.500000 Penalty: 4799.524902
	Iteration 19Q: 3 clusters Score -1544174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1544192.250000 Penalty: 4799.524902
	Iteration 20F: 3 clusters Score -1544192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1544223.125000 Penalty: 4799.524902
	Iteration 21Q: 3 clusters Score -1544223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1544247.500000 Penalty: 4799.524902
	Iteration 22Q: 3 clusters Score -1544248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1544270.625000 Penalty: 4799.524902
	Iteration 23Q: 3 clusters Score -1544271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1544301.750000 Penalty: 4799.524902
	Iteration 24Q: 3 clusters Score -1544302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1544321.375000 Penalty: 4799.524902
	Iteration 25Q: 3 clusters Score -1544321 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1544352.500000 Penalty: 4799.524902
	Iteration 26Q: 3 clusters Score -1544352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1544371.625000 Penalty: 4799.524902
	Iteration 27Q: 3 clusters Score -1544372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1544389.000000 Penalty: 4799.524902
	Iteration 28Q: 3 clusters Score -1544389 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1544404.250000 Penalty: 4799.524902
	Iteration 29Q: 3 clusters Score -1544404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1544424.250000 Penalty: 4799.524902
	Iteration 30Q: 3 clusters Score -1544424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1544450.375000 Penalty: 4799.524902
	Iteration 31Q: 3 clusters Score -1544450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1544476.000000 Penalty: 4799.524902
	Iteration 32Q: 3 clusters Score -1544476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1544491.375000 Penalty: 4799.524902
	Iteration 33Q: 3 clusters Score -1544491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1544516.750000 Penalty: 4799.524902
	Iteration 34Q: 3 clusters Score -1544517 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1544533.250000 Penalty: 4799.524902
	Iteration 35Q: 3 clusters Score -1544533 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1544552.875000 Penalty: 4799.524902
	Iteration 36Q: 3 clusters Score -1544553 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1544571.000000 Penalty: 4799.524902
	Iteration 37Q: 3 clusters Score -1544571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1544585.500000 Penalty: 4799.524902
	Iteration 38Q: 3 clusters Score -1544586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1544605.500000 Penalty: 4799.524902
	Iteration 39Q: 3 clusters Score -1544606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1544616.625000 Penalty: 4799.524902
	Iteration 40F: 3 clusters Score -1544617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1544630.250000 Penalty: 4799.524902
	Iteration 41Q: 3 clusters Score -1544630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1544644.625000 Penalty: 4799.524902
	Iteration 42Q: 3 clusters Score -1544645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1544653.750000 Penalty: 4799.524902
	Iteration 43Q: 3 clusters Score -1544654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1544666.000000 Penalty: 4799.524902
	Iteration 44Q: 3 clusters Score -1544666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1544675.625000 Penalty: 4799.524902
	Iteration 45Q: 3 clusters Score -1544676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1544682.250000 Penalty: 4799.524902
	Iteration 46Q: 3 clusters Score -1544682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1544693.500000 Penalty: 4799.524902
	Iteration 47Q: 3 clusters Score -1544694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1544704.625000 Penalty: 4799.524902
	Iteration 48Q: 3 clusters Score -1544705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1544722.500000 Penalty: 4799.524902
	Iteration 49Q: 3 clusters Score -1544722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1544734.750000 Penalty: 4799.524902
	Iteration 50Q: 3 clusters Score -1544735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1544749.750000 Penalty: 4799.524902
	Iteration 51Q: 3 clusters Score -1544750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1544759.500000 Penalty: 4799.524902
	Iteration 52Q: 3 clusters Score -1544760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1544771.375000 Penalty: 4799.524902
	Iteration 53Q: 3 clusters Score -1544771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1544782.625000 Penalty: 4799.524902
	Iteration 54Q: 3 clusters Score -1544783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1544788.500000 Penalty: 4799.524902
	Iteration 55Q: 3 clusters Score -1544788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1544798.750000 Penalty: 4799.524902
	Iteration 56Q: 3 clusters Score -1544799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1544806.250000 Penalty: 4799.524902
	Iteration 57Q: 3 clusters Score -1544806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1544815.875000 Penalty: 4799.524902
	Iteration 58Q: 3 clusters Score -1544816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1544822.375000 Penalty: 4799.524902
	Iteration 59Q: 3 clusters Score -1544822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1544829.625000 Penalty: 4799.524902
	Iteration 60F: 3 clusters Score -1544830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1544840.750000 Penalty: 4799.524902
	Iteration 61Q: 3 clusters Score -1544841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1544847.000000 Penalty: 4799.524902
	Iteration 62Q: 3 clusters Score -1544847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1544850.750000 Penalty: 4799.524902
	Iteration 63Q: 3 clusters Score -1544851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1544856.250000 Penalty: 4799.524902
	Iteration 64Q: 3 clusters Score -1544856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1544859.875000 Penalty: 4799.524902
	Iteration 65Q: 3 clusters Score -1544860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1544860.500000 Penalty: 4799.524902
	Iteration 66Q: 3 clusters Score -1544860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1544871.375000 Penalty: 4799.524902
	Iteration 67Q: 3 clusters Score -1544871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1544869.875000 Penalty: 4799.524902
	Iteration 68Q: 3 clusters Score -1544870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1544871.250000 Penalty: 4799.524902
	Iteration 69Q: 3 clusters Score -1544871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1544869.875000 Penalty: 4799.524902
	Iteration 70Q: 3 clusters Score -1544870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1544871.625000 Penalty: 4799.524902
	Iteration 71Q: 3 clusters Score -1544872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1544870.500000 Penalty: 4799.524902
	Iteration 72Q: 3 clusters Score -1544870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1544868.750000 Penalty: 4799.524902
	Iteration 73Q: 3 clusters Score -1544869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1544865.625000 Penalty: 4799.524902
	Iteration 74Q: 3 clusters Score -1544866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1544867.250000 Penalty: 4799.524902
	Iteration 75Q: 3 clusters Score -1544867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1544869.250000 Penalty: 4799.524902
	Iteration 76Q: 3 clusters Score -1544869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1544867.250000 Penalty: 4799.524902
	Iteration 77Q: 3 clusters Score -1544867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1544864.625000 Penalty: 4799.524902
	Iteration 78Q: 3 clusters Score -1544865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1544864.625000 Penalty: 4799.524902
	Iteration 79F: 3 clusters Score -1544865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -573941.500000 Penalty: 2144.149170
	Iteration 0F: 2 clusters Score -573941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -568959.000000 Penalty: 4288.298340
	Iteration 0F: 3 clusters Score -568959 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -570195.125000 Penalty: 4288.298340
	Iteration 1F: 3 clusters Score -570195.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -570431.000000 Penalty: 4288.298340
	Iteration 2F: 3 clusters Score -570431 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -570564.312500 Penalty: 4288.298340
	Iteration 3Q: 3 clusters Score -570564.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -570686.875000 Penalty: 4288.298340
	Iteration 4Q: 3 clusters Score -570686.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -570787.937500 Penalty: 4288.298340
	Iteration 5Q: 3 clusters Score -570787.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -570868.000000 Penalty: 4288.298340
	Iteration 6Q: 3 clusters Score -570868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -570958.875000 Penalty: 4288.298340
	Iteration 7Q: 3 clusters Score -570958.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -571074.187500 Penalty: 4288.298340
	Iteration 8Q: 3 clusters Score -571074.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -571206.750000 Penalty: 4288.298340
	Iteration 9Q: 3 clusters Score -571206.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -571334.750000 Penalty: 4288.298340
	Iteration 10Q: 3 clusters Score -571334.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -571450.500000 Penalty: 4288.298340
	Iteration 11Q: 3 clusters Score -571450.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -571561.625000 Penalty: 4288.298340
	Iteration 12Q: 3 clusters Score -571561.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -571658.437500 Penalty: 4288.298340
	Iteration 13Q: 3 clusters Score -571658.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -571741.875000 Penalty: 4288.298340
	Iteration 14Q: 3 clusters Score -571741.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -571805.750000 Penalty: 4288.298340
	Iteration 15Q: 3 clusters Score -571805.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -571860.625000 Penalty: 4288.298340
	Iteration 16Q: 3 clusters Score -571860.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -571906.687500 Penalty: 4288.298340
	Iteration 17Q: 3 clusters Score -571906.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -571947.625000 Penalty: 4288.298340
	Iteration 18Q: 3 clusters Score -571947.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -571975.062500 Penalty: 4288.298340
	Iteration 19Q: 3 clusters Score -571975.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -571997.750000 Penalty: 4288.298340
	Iteration 20F: 3 clusters Score -571997.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -572009.750000 Penalty: 4288.298340
	Iteration 21Q: 3 clusters Score -572009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -572016.062500 Penalty: 4288.298340
	Iteration 22Q: 3 clusters Score -572016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -572019.000000 Penalty: 4288.298340
	Iteration 23Q: 3 clusters Score -572019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -572022.062500 Penalty: 4288.298340
	Iteration 24Q: 3 clusters Score -572022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -572023.437500 Penalty: 4288.298340
	Iteration 25Q: 3 clusters Score -572023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -572023.437500 Penalty: 4288.298340
	Iteration 26F: 3 clusters Score -572023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Entering Unmasked Estep 
Score: -2444991.750000 Penalty: 2508.380371
	Iteration 0F: 2 clusters Score -2444992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2427899.750000 Penalty: 5016.760742
	Iteration 0F: 3 clusters Score -2427900 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2433763.000000 Penalty: 5016.760742
	Iteration 1F: 3 clusters Score -2433763 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2434131.250000 Penalty: 5016.760742
	Iteration 2Q: 3 clusters Score -2434131 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2434440.000000 Penalty: 5016.760742
	Iteration 3Q: 3 clusters Score -2434440 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2434658.750000 Penalty: 5016.760742
	Iteration 4Q: 3 clusters Score -2434659 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2434867.250000 Penalty: 5016.760742
	Iteration 5Q: 3 clusters Score -2434867 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2435060.000000 Penalty: 5016.760742
	Iteration 6Q: 3 clusters Score -2435060 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2435207.000000 Penalty: 5016.760742
	Iteration 7Q: 3 clusters Score -2435207 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2435352.000000 Penalty: 5016.760742
	Iteration 8Q: 3 clusters Score -2435352 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2435499.750000 Penalty: 5016.760742
	Iteration 9Q: 3 clusters Score -2435500 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2435705.000000 Penalty: 5016.760742
	Iteration 10Q: 3 clusters Score -2435705 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2435956.750000 Penalty: 5016.760742
	Iteration 11Q: 3 clusters Score -2435957 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2436292.250000 Penalty: 5016.760742
	Iteration 12Q: 3 clusters Score -2436292 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2436779.250000 Penalty: 5016.760742
	Iteration 13Q: 3 clusters Score -2436779 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2437405.250000 Penalty: 5016.760742
	Iteration 14Q: 3 clusters Score -2437405 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2438110.000000 Penalty: 5016.760742
	Iteration 15Q: 3 clusters Score -2438110 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2438771.250000 Penalty: 5016.760742
	Iteration 16Q: 3 clusters Score -2438771 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2439386.500000 Penalty: 5016.760742
	Iteration 17Q: 3 clusters Score -2439386 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2440020.750000 Penalty: 5016.760742
	Iteration 18Q: 3 clusters Score -2440021 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2440550.750000 Penalty: 5016.760742
	Iteration 19Q: 3 clusters Score -2440551 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2441017.000000 Penalty: 5016.760742
	Iteration 20F: 3 clusters Score -2441017 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2441344.000000 Penalty: 5016.760742
	Iteration 21Q: 3 clusters Score -2441344 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2441555.000000 Penalty: 5016.760742
	Iteration 22Q: 3 clusters Score -2441555 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2441687.250000 Penalty: 5016.760742
	Iteration 23Q: 3 clusters Score -2441687 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2441778.500000 Penalty: 5016.760742
	Iteration 24Q: 3 clusters Score -2441778 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2441848.750000 Penalty: 5016.760742
	Iteration 25Q: 3 clusters Score -2441849 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2441915.750000 Penalty: 5016.760742
	Iteration 26Q: 3 clusters Score -2441916 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2441964.750000 Penalty: 5016.760742
	Iteration 27Q: 3 clusters Score -2441965 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2442012.500000 Penalty: 5016.760742
	Iteration 28Q: 3 clusters Score -2442012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2442040.500000 Penalty: 5016.760742
	Iteration 29Q: 3 clusters Score -2442040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2442057.750000 Penalty: 5016.760742
	Iteration 30Q: 3 clusters Score -2442058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2442083.250000 Penalty: 5016.760742
	Iteration 31Q: 3 clusters Score -2442083 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2442098.750000 Penalty: 5016.760742
	Iteration 32Q: 3 clusters Score -2442099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2442121.750000 Penalty: 5016.760742
	Iteration 33Q: 3 clusters Score -2442122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2442132.250000 Penalty: 5016.760742
	Iteration 34Q: 3 clusters Score -2442132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2442150.500000 Penalty: 5016.760742
	Iteration 35Q: 3 clusters Score -2442150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2442158.250000 Penalty: 5016.760742
	Iteration 36Q: 3 clusters Score -2442158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2442170.250000 Penalty: 5016.760742
	Iteration 37Q: 3 clusters Score -2442170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2442183.250000 Penalty: 5016.760742
	Iteration 38Q: 3 clusters Score -2442183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2442201.000000 Penalty: 5016.760742
	Iteration 39Q: 3 clusters Score -2442201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2442213.750000 Penalty: 5016.760742
	Iteration 40F: 3 clusters Score -2442214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2442225.250000 Penalty: 5016.760742
	Iteration 41Q: 3 clusters Score -2442225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2442240.750000 Penalty: 5016.760742
	Iteration 42Q: 3 clusters Score -2442241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2442248.500000 Penalty: 5016.760742
	Iteration 43Q: 3 clusters Score -2442248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2442256.000000 Penalty: 5016.760742
	Iteration 44Q: 3 clusters Score -2442256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2442266.500000 Penalty: 5016.760742
	Iteration 45Q: 3 clusters Score -2442266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2442277.750000 Penalty: 5016.760742
	Iteration 46Q: 3 clusters Score -2442278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2442282.250000 Penalty: 5016.760742
	Iteration 47Q: 3 clusters Score -2442282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2442286.000000 Penalty: 5016.760742
	Iteration 48Q: 3 clusters Score -2442286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2442290.250000 Penalty: 5016.760742
	Iteration 49Q: 3 clusters Score -2442290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2442295.500000 Penalty: 5016.760742
	Iteration 50Q: 3 clusters Score -2442296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2442304.250000 Penalty: 5016.760742
	Iteration 51Q: 3 clusters Score -2442304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2442299.000000 Penalty: 5016.760742
	Iteration 52Q: 3 clusters Score -2442299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2442312.000000 Penalty: 5016.760742
	Iteration 53Q: 3 clusters Score -2442312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2442313.250000 Penalty: 5016.760742
	Iteration 54Q: 3 clusters Score -2442313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2442317.750000 Penalty: 5016.760742
	Iteration 55Q: 3 clusters Score -2442318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2442324.000000 Penalty: 5016.760742
	Iteration 56Q: 3 clusters Score -2442324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2442325.750000 Penalty: 5016.760742
	Iteration 57Q: 3 clusters Score -2442326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2442340.000000 Penalty: 5016.760742
	Iteration 58Q: 3 clusters Score -2442340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2442355.250000 Penalty: 5016.760742
	Iteration 59Q: 3 clusters Score -2442355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2442361.750000 Penalty: 5016.760742
	Iteration 60F: 3 clusters Score -2442362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2442368.250000 Penalty: 5016.760742
	Iteration 61Q: 3 clusters Score -2442368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2442371.500000 Penalty: 5016.760742
	Iteration 62Q: 3 clusters Score -2442372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2442377.250000 Penalty: 5016.760742
	Iteration 63Q: 3 clusters Score -2442377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2442384.500000 Penalty: 5016.760742
	Iteration 64Q: 3 clusters Score -2442384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2442382.000000 Penalty: 5016.760742
	Iteration 65Q: 3 clusters Score -2442382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2442394.500000 Penalty: 5016.760742
	Iteration 66Q: 3 clusters Score -2442394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2442395.750000 Penalty: 5016.760742
	Iteration 67Q: 3 clusters Score -2442396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2442404.750000 Penalty: 5016.760742
	Iteration 68Q: 3 clusters Score -2442405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2442401.250000 Penalty: 5016.760742
	Iteration 69Q: 3 clusters Score -2442401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2442403.250000 Penalty: 5016.760742
	Iteration 70Q: 3 clusters Score -2442403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2442407.000000 Penalty: 5016.760742
	Iteration 71Q: 3 clusters Score -2442407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2442407.500000 Penalty: 5016.760742
	Iteration 72Q: 3 clusters Score -2442408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2442406.250000 Penalty: 5016.760742
	Iteration 73Q: 3 clusters Score -2442406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2442411.750000 Penalty: 5016.760742
	Iteration 74Q: 3 clusters Score -2442412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2442415.750000 Penalty: 5016.760742
	Iteration 75Q: 3 clusters Score -2442416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2442416.000000 Penalty: 5016.760742
	Iteration 76Q: 3 clusters Score -2442416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2442414.750000 Penalty: 5016.760742
	Iteration 77Q: 3 clusters Score -2442415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2442422.000000 Penalty: 5016.760742
	Iteration 78Q: 3 clusters Score -2442422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2442428.000000 Penalty: 5016.760742
	Iteration 79Q: 3 clusters Score -2442428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2442430.750000 Penalty: 5016.760742
	Iteration 80F: 3 clusters Score -2442431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2442434.750000 Penalty: 5016.760742
	Iteration 81Q: 3 clusters Score -2442435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2442441.250000 Penalty: 5016.760742
	Iteration 82Q: 3 clusters Score -2442441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2442440.500000 Penalty: 5016.760742
	Iteration 83Q: 3 clusters Score -2442440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2442446.000000 Penalty: 5016.760742
	Iteration 84Q: 3 clusters Score -2442446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2442451.000000 Penalty: 5016.760742
	Iteration 85Q: 3 clusters Score -2442451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2442449.500000 Penalty: 5016.760742
	Iteration 86Q: 3 clusters Score -2442450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2442450.250000 Penalty: 5016.760742
	Iteration 87Q: 3 clusters Score -2442450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2442454.750000 Penalty: 5016.760742
	Iteration 88Q: 3 clusters Score -2442455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2442457.500000 Penalty: 5016.760742
	Iteration 89Q: 3 clusters Score -2442458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2442456.750000 Penalty: 5016.760742
	Iteration 90Q: 3 clusters Score -2442457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2442463.000000 Penalty: 5016.760742
	Iteration 91Q: 3 clusters Score -2442463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2442463.000000 Penalty: 5016.760742
	Iteration 92Q: 3 clusters Score -2442463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2442467.750000 Penalty: 5016.760742
	Iteration 93Q: 3 clusters Score -2442468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2442463.000000 Penalty: 5016.760742
	Iteration 94Q: 3 clusters Score -2442463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2442474.500000 Penalty: 5016.760742
	Iteration 95Q: 3 clusters Score -2442474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2442482.750000 Penalty: 5016.760742
	Iteration 96Q: 3 clusters Score -2442483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2442484.250000 Penalty: 5016.760742
	Iteration 97Q: 3 clusters Score -2442484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2442488.750000 Penalty: 5016.760742
	Iteration 98Q: 3 clusters Score -2442489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2442487.500000 Penalty: 5016.760742
	Iteration 99Q: 3 clusters Score -2442488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2442489.500000 Penalty: 5016.760742
	Iteration 100F: 3 clusters Score -2442490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2442485.500000 Penalty: 5016.760742
	Iteration 101Q: 3 clusters Score -2442486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2442487.250000 Penalty: 5016.760742
	Iteration 102Q: 3 clusters Score -2442487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2442490.750000 Penalty: 5016.760742
	Iteration 103Q: 3 clusters Score -2442491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2442491.750000 Penalty: 5016.760742
	Iteration 104Q: 3 clusters Score -2442492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2442493.250000 Penalty: 5016.760742
	Iteration 105Q: 3 clusters Score -2442493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2442500.250000 Penalty: 5016.760742
	Iteration 106Q: 3 clusters Score -2442500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2442505.750000 Penalty: 5016.760742
	Iteration 107Q: 3 clusters Score -2442506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2442510.500000 Penalty: 5016.760742
	Iteration 108Q: 3 clusters Score -2442510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2442515.000000 Penalty: 5016.760742
	Iteration 109Q: 3 clusters Score -2442515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2442513.250000 Penalty: 5016.760742
	Iteration 110Q: 3 clusters Score -2442513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2442516.500000 Penalty: 5016.760742
	Iteration 111Q: 3 clusters Score -2442516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2442523.000000 Penalty: 5016.760742
	Iteration 112Q: 3 clusters Score -2442523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2442525.250000 Penalty: 5016.760742
	Iteration 113Q: 3 clusters Score -2442525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2442525.500000 Penalty: 5016.760742
	Iteration 114Q: 3 clusters Score -2442526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2442525.500000 Penalty: 5016.760742
	Iteration 115Q: 3 clusters Score -2442526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2442525.750000 Penalty: 5016.760742
	Iteration 116Q: 3 clusters Score -2442526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2442530.000000 Penalty: 5016.760742
	Iteration 117Q: 3 clusters Score -2442530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2442528.500000 Penalty: 5016.760742
	Iteration 118Q: 3 clusters Score -2442528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2442533.000000 Penalty: 5016.760742
	Iteration 119Q: 3 clusters Score -2442533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2442527.000000 Penalty: 5016.760742
	Iteration 120F: 3 clusters Score -2442527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2442529.750000 Penalty: 5016.760742
	Iteration 121Q: 3 clusters Score -2442530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2442530.500000 Penalty: 5016.760742
	Iteration 122Q: 3 clusters Score -2442530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2442532.500000 Penalty: 5016.760742
	Iteration 123Q: 3 clusters Score -2442532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2442534.500000 Penalty: 5016.760742
	Iteration 124Q: 3 clusters Score -2442534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2442536.500000 Penalty: 5016.760742
	Iteration 125Q: 3 clusters Score -2442536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2442537.500000 Penalty: 5016.760742
	Iteration 126Q: 3 clusters Score -2442538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2442537.500000 Penalty: 5016.760742
	Iteration 127F: 3 clusters Score -2442538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -661273.000000 Penalty: 2200.654785
	Iteration 0F: 2 clusters Score -661273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -655377.187500 Penalty: 4401.309570
	Iteration 0F: 3 clusters Score -655377.2 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -657058.437500 Penalty: 4401.309570
	Iteration 1F: 3 clusters Score -657058.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -657395.000000 Penalty: 4401.309570
	Iteration 2F: 3 clusters Score -657395 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -657639.187500 Penalty: 4401.309570
	Iteration 3F: 3 clusters Score -657639.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -657889.562500 Penalty: 4401.309570
	Iteration 4Q: 3 clusters Score -657889.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -658093.812500 Penalty: 4401.309570
	Iteration 5Q: 3 clusters Score -658093.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -658274.750000 Penalty: 4401.309570
	Iteration 6Q: 3 clusters Score -658274.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -658449.687500 Penalty: 4401.309570
	Iteration 7Q: 3 clusters Score -658449.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -658602.437500 Penalty: 4401.309570
	Iteration 8Q: 3 clusters Score -658602.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -658753.750000 Penalty: 4401.309570
	Iteration 9Q: 3 clusters Score -658753.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -658897.562500 Penalty: 4401.309570
	Iteration 10Q: 3 clusters Score -658897.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -659025.625000 Penalty: 4401.309570
	Iteration 11Q: 3 clusters Score -659025.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -659130.437500 Penalty: 4401.309570
	Iteration 12Q: 3 clusters Score -659130.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -659228.125000 Penalty: 4401.309570
	Iteration 13Q: 3 clusters Score -659228.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -659318.562500 Penalty: 4401.309570
	Iteration 14Q: 3 clusters Score -659318.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -659410.500000 Penalty: 4401.309570
	Iteration 15Q: 3 clusters Score -659410.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -659492.125000 Penalty: 4401.309570
	Iteration 16Q: 3 clusters Score -659492.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -659555.937500 Penalty: 4401.309570
	Iteration 17Q: 3 clusters Score -659555.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -659608.312500 Penalty: 4401.309570
	Iteration 18Q: 3 clusters Score -659608.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -659674.062500 Penalty: 4401.309570
	Iteration 19Q: 3 clusters Score -659674.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -659739.750000 Penalty: 4401.309570
	Iteration 20F: 3 clusters Score -659739.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -659814.500000 Penalty: 4401.309570
	Iteration 21Q: 3 clusters Score -659814.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -659895.437500 Penalty: 4401.309570
	Iteration 22Q: 3 clusters Score -659895.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -659975.750000 Penalty: 4401.309570
	Iteration 23Q: 3 clusters Score -659975.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -660071.750000 Penalty: 4401.309570
	Iteration 24Q: 3 clusters Score -660071.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -660186.500000 Penalty: 4401.309570
	Iteration 25Q: 3 clusters Score -660186.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -660281.250000 Penalty: 4401.309570
	Iteration 26Q: 3 clusters Score -660281.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -660377.562500 Penalty: 4401.309570
	Iteration 27Q: 3 clusters Score -660377.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -660462.437500 Penalty: 4401.309570
	Iteration 28Q: 3 clusters Score -660462.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -660513.937500 Penalty: 4401.309570
	Iteration 29Q: 3 clusters Score -660513.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -660543.375000 Penalty: 4401.309570
	Iteration 30Q: 3 clusters Score -660543.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -660573.187500 Penalty: 4401.309570
	Iteration 31Q: 3 clusters Score -660573.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -660601.875000 Penalty: 4401.309570
	Iteration 32Q: 3 clusters Score -660601.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -660630.625000 Penalty: 4401.309570
	Iteration 33Q: 3 clusters Score -660630.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -660661.625000 Penalty: 4401.309570
	Iteration 34Q: 3 clusters Score -660661.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -660698.937500 Penalty: 4401.309570
	Iteration 35Q: 3 clusters Score -660698.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -660738.750000 Penalty: 4401.309570
	Iteration 36Q: 3 clusters Score -660738.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -660770.375000 Penalty: 4401.309570
	Iteration 37Q: 3 clusters Score -660770.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -660788.000000 Penalty: 4401.309570
	Iteration 38Q: 3 clusters Score -660788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -660798.125000 Penalty: 4401.309570
	Iteration 39Q: 3 clusters Score -660798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -660805.625000 Penalty: 4401.309570
	Iteration 40F: 3 clusters Score -660805.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -660810.062500 Penalty: 4401.309570
	Iteration 41Q: 3 clusters Score -660810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -660812.437500 Penalty: 4401.309570
	Iteration 42Q: 3 clusters Score -660812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -660815.500000 Penalty: 4401.309570
	Iteration 43Q: 3 clusters Score -660815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -660814.437500 Penalty: 4401.309570
	Iteration 44Q: 3 clusters Score -660814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -660817.187500 Penalty: 4401.309570
	Iteration 45Q: 3 clusters Score -660817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -660818.125000 Penalty: 4401.309570
	Iteration 46Q: 3 clusters Score -660818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -660819.937500 Penalty: 4401.309570
	Iteration 47Q: 3 clusters Score -660819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -660819.187500 Penalty: 4401.309570
	Iteration 48Q: 3 clusters Score -660819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -660819.187500 Penalty: 4401.309570
	Iteration 49F: 3 clusters Score -660819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -161478.375000 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -161478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -158991.343750 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -158991.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159449.890625 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -159449.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -159587.281250 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -159587.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159659.984375 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -159660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159727.890625 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -159727.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -159794.593750 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -159794.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159835.468750 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -159835.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -159895.281250 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -159895.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159951.234375 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -159951.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160008.453125 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -160008.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -160059.750000 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -160059.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160104.187500 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -160104.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160143.328125 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -160143.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160185.453125 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -160185.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160220.562500 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -160220.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160265.578125 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -160265.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160298.718750 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -160298.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160322.656250 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -160322.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160347.921875 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -160347.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160371.093750 Penalty: 3734.052490
	Iteration 19Q: 3 clusters Score -160371.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -160388.843750 Penalty: 3734.052490
	Iteration 20F: 3 clusters Score -160388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160403.578125 Penalty: 3734.052490
	Iteration 21Q: 3 clusters Score -160403.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -160418.812500 Penalty: 3734.052490
	Iteration 22Q: 3 clusters Score -160418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160430.390625 Penalty: 3734.052490
	Iteration 23Q: 3 clusters Score -160430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160439.765625 Penalty: 3734.052490
	Iteration 24Q: 3 clusters Score -160439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160447.890625 Penalty: 3734.052490
	Iteration 25Q: 3 clusters Score -160447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160451.875000 Penalty: 3734.052490
	Iteration 26Q: 3 clusters Score -160451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160454.359375 Penalty: 3734.052490
	Iteration 27Q: 3 clusters Score -160454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160456.968750 Penalty: 3734.052490
	Iteration 28Q: 3 clusters Score -160457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160458.312500 Penalty: 3734.052490
	Iteration 29Q: 3 clusters Score -160458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160458.312500 Penalty: 3734.052490
	Iteration 30F: 3 clusters Score -160458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -376954.281250 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -376954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -373006.250000 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -373006.2 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -374418.937500 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -374418.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -374942.218750 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -374942.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -375348.281250 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -375348.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -375650.968750 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -375651 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -375887.750000 Penalty: 4144.618164
	Iteration 5F: 3 clusters Score -375887.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -376050.468750 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -376050.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -376160.906250 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -376160.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -376237.156250 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -376237.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -376290.250000 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -376290.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -376327.718750 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -376327.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -376354.187500 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -376354.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -376376.906250 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -376376.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -376393.375000 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -376393.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -376422.500000 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -376422.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -376444.875000 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -376444.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -376461.000000 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -376461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -376467.875000 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -376467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -376473.000000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -376473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -376475.875000 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -376475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -376479.375000 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -376479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -376481.250000 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -376481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -376484.312500 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -376484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -376486.875000 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -376486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -376487.531250 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -376487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -376487.687500 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -376487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -376487.687500 Penalty: 4144.618164
	Iteration 26F: 3 clusters Score -376487.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Entering Unmasked Estep 
Score: -2428347.500000 Penalty: 2511.364990
	Iteration 0F: 2 clusters Score -2428348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2411220.000000 Penalty: 5022.729980
	Iteration 0F: 3 clusters Score -2411220 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2417721.750000 Penalty: 5022.729980
	Iteration 1F: 3 clusters Score -2417722 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2418743.750000 Penalty: 5022.729980
	Iteration 2F: 3 clusters Score -2418744 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2419777.250000 Penalty: 5022.729980
	Iteration 3F: 3 clusters Score -2419777 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2420757.250000 Penalty: 5022.729980
	Iteration 4F: 3 clusters Score -2420757 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2421647.250000 Penalty: 5022.729980
	Iteration 5F: 3 clusters Score -2421647 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2422288.750000 Penalty: 5022.729980
	Iteration 6F: 3 clusters Score -2422289 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2422738.500000 Penalty: 5022.729980
	Iteration 7Q: 3 clusters Score -2422738 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2423056.000000 Penalty: 5022.729980
	Iteration 8Q: 3 clusters Score -2423056 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2423295.250000 Penalty: 5022.729980
	Iteration 9Q: 3 clusters Score -2423295 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2423500.250000 Penalty: 5022.729980
	Iteration 10Q: 3 clusters Score -2423500 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2423682.000000 Penalty: 5022.729980
	Iteration 11Q: 3 clusters Score -2423682 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2423868.500000 Penalty: 5022.729980
	Iteration 12Q: 3 clusters Score -2423868 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2424076.500000 Penalty: 5022.729980
	Iteration 13Q: 3 clusters Score -2424076 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2424250.500000 Penalty: 5022.729980
	Iteration 14Q: 3 clusters Score -2424250 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2424428.500000 Penalty: 5022.729980
	Iteration 15Q: 3 clusters Score -2424428 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2424615.500000 Penalty: 5022.729980
	Iteration 16Q: 3 clusters Score -2424616 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2424791.750000 Penalty: 5022.729980
	Iteration 17Q: 3 clusters Score -2424792 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2424968.750000 Penalty: 5022.729980
	Iteration 18Q: 3 clusters Score -2424969 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2425114.000000 Penalty: 5022.729980
	Iteration 19Q: 3 clusters Score -2425114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2425260.250000 Penalty: 5022.729980
	Iteration 20F: 3 clusters Score -2425260 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2425396.250000 Penalty: 5022.729980
	Iteration 21Q: 3 clusters Score -2425396 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2425507.750000 Penalty: 5022.729980
	Iteration 22Q: 3 clusters Score -2425508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2425594.250000 Penalty: 5022.729980
	Iteration 23Q: 3 clusters Score -2425594 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2425674.750000 Penalty: 5022.729980
	Iteration 24Q: 3 clusters Score -2425675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2425750.750000 Penalty: 5022.729980
	Iteration 25Q: 3 clusters Score -2425751 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2425822.500000 Penalty: 5022.729980
	Iteration 26Q: 3 clusters Score -2425822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2425901.000000 Penalty: 5022.729980
	Iteration 27Q: 3 clusters Score -2425901 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2425955.500000 Penalty: 5022.729980
	Iteration 28Q: 3 clusters Score -2425956 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2426005.250000 Penalty: 5022.729980
	Iteration 29Q: 3 clusters Score -2426005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2426036.750000 Penalty: 5022.729980
	Iteration 30Q: 3 clusters Score -2426037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2426087.500000 Penalty: 5022.729980
	Iteration 31Q: 3 clusters Score -2426088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2426125.750000 Penalty: 5022.729980
	Iteration 32Q: 3 clusters Score -2426126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2426152.000000 Penalty: 5022.729980
	Iteration 33Q: 3 clusters Score -2426152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2426175.250000 Penalty: 5022.729980
	Iteration 34Q: 3 clusters Score -2426175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2426200.750000 Penalty: 5022.729980
	Iteration 35Q: 3 clusters Score -2426201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2426203.250000 Penalty: 5022.729980
	Iteration 36Q: 3 clusters Score -2426203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2426209.750000 Penalty: 5022.729980
	Iteration 37Q: 3 clusters Score -2426210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2426219.000000 Penalty: 5022.729980
	Iteration 38Q: 3 clusters Score -2426219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2426231.000000 Penalty: 5022.729980
	Iteration 39Q: 3 clusters Score -2426231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2426246.250000 Penalty: 5022.729980
	Iteration 40F: 3 clusters Score -2426246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2426249.750000 Penalty: 5022.729980
	Iteration 41Q: 3 clusters Score -2426250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2426254.750000 Penalty: 5022.729980
	Iteration 42Q: 3 clusters Score -2426255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2426259.250000 Penalty: 5022.729980
	Iteration 43Q: 3 clusters Score -2426259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2426262.500000 Penalty: 5022.729980
	Iteration 44Q: 3 clusters Score -2426262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2426272.000000 Penalty: 5022.729980
	Iteration 45Q: 3 clusters Score -2426272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2426283.750000 Penalty: 5022.729980
	Iteration 46Q: 3 clusters Score -2426284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2426290.750000 Penalty: 5022.729980
	Iteration 47Q: 3 clusters Score -2426291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2426290.250000 Penalty: 5022.729980
	Iteration 48Q: 3 clusters Score -2426290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2426292.250000 Penalty: 5022.729980
	Iteration 49Q: 3 clusters Score -2426292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2426300.750000 Penalty: 5022.729980
	Iteration 50Q: 3 clusters Score -2426301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2426297.750000 Penalty: 5022.729980
	Iteration 51Q: 3 clusters Score -2426298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2426296.000000 Penalty: 5022.729980
	Iteration 52Q: 3 clusters Score -2426296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2426299.000000 Penalty: 5022.729980
	Iteration 53Q: 3 clusters Score -2426299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2426299.000000 Penalty: 5022.729980
	Iteration 54Q: 3 clusters Score -2426299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2426303.000000 Penalty: 5022.729980
	Iteration 55Q: 3 clusters Score -2426303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2426305.000000 Penalty: 5022.729980
	Iteration 56Q: 3 clusters Score -2426305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2426308.500000 Penalty: 5022.729980
	Iteration 57Q: 3 clusters Score -2426308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2426309.000000 Penalty: 5022.729980
	Iteration 58Q: 3 clusters Score -2426309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2426312.250000 Penalty: 5022.729980
	Iteration 59Q: 3 clusters Score -2426312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2426314.500000 Penalty: 5022.729980
	Iteration 60F: 3 clusters Score -2426314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2426313.500000 Penalty: 5022.729980
	Iteration 61Q: 3 clusters Score -2426314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2426315.500000 Penalty: 5022.729980
	Iteration 62Q: 3 clusters Score -2426316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2426315.000000 Penalty: 5022.729980
	Iteration 63Q: 3 clusters Score -2426315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2426315.750000 Penalty: 5022.729980
	Iteration 64Q: 3 clusters Score -2426316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2426321.000000 Penalty: 5022.729980
	Iteration 65Q: 3 clusters Score -2426321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2426325.250000 Penalty: 5022.729980
	Iteration 66Q: 3 clusters Score -2426325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2426329.250000 Penalty: 5022.729980
	Iteration 67Q: 3 clusters Score -2426329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2426324.000000 Penalty: 5022.729980
	Iteration 68Q: 3 clusters Score -2426324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2426325.750000 Penalty: 5022.729980
	Iteration 69Q: 3 clusters Score -2426326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2426325.750000 Penalty: 5022.729980
	Iteration 70F: 3 clusters Score -2426326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -156744.781250 Penalty: 1850.629272
	Iteration 0F: 2 clusters Score -156744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -154294.015625 Penalty: 3701.258545
	Iteration 0F: 3 clusters Score -154294 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -154813.593750 Penalty: 3701.258545
	Iteration 1F: 3 clusters Score -154813.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -154978.218750 Penalty: 3701.258545
	Iteration 2F: 3 clusters Score -154978.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155083.906250 Penalty: 3701.258545
	Iteration 3F: 3 clusters Score -155083.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155135.703125 Penalty: 3701.258545
	Iteration 4Q: 3 clusters Score -155135.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155188.750000 Penalty: 3701.258545
	Iteration 5Q: 3 clusters Score -155188.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -155229.312500 Penalty: 3701.258545
	Iteration 6Q: 3 clusters Score -155229.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -155265.000000 Penalty: 3701.258545
	Iteration 7Q: 3 clusters Score -155265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -155298.875000 Penalty: 3701.258545
	Iteration 8Q: 3 clusters Score -155298.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -155325.171875 Penalty: 3701.258545
	Iteration 9Q: 3 clusters Score -155325.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155348.953125 Penalty: 3701.258545
	Iteration 10Q: 3 clusters Score -155349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155360.781250 Penalty: 3701.258545
	Iteration 11Q: 3 clusters Score -155360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -155375.171875 Penalty: 3701.258545
	Iteration 12Q: 3 clusters Score -155375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155386.578125 Penalty: 3701.258545
	Iteration 13Q: 3 clusters Score -155386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155392.203125 Penalty: 3701.258545
	Iteration 14Q: 3 clusters Score -155392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155398.656250 Penalty: 3701.258545
	Iteration 15Q: 3 clusters Score -155398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155401.375000 Penalty: 3701.258545
	Iteration 16Q: 3 clusters Score -155401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155404.781250 Penalty: 3701.258545
	Iteration 17Q: 3 clusters Score -155404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155407.187500 Penalty: 3701.258545
	Iteration 18Q: 3 clusters Score -155407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155408.156250 Penalty: 3701.258545
	Iteration 19Q: 3 clusters Score -155408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155408.156250 Penalty: 3701.258545
	Iteration 20F: 3 clusters Score -155408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -882905.875000 Penalty: 2250.452637
	Iteration 0F: 2 clusters Score -882905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -876122.937500 Penalty: 4500.905273
	Iteration 0F: 3 clusters Score -876122.9 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -877971.375000 Penalty: 4500.905273
	Iteration 1F: 3 clusters Score -877971.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -878232.750000 Penalty: 4500.905273
	Iteration 2F: 3 clusters Score -878232.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -878394.375000 Penalty: 4500.905273
	Iteration 3Q: 3 clusters Score -878394.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -878508.750000 Penalty: 4500.905273
	Iteration 4Q: 3 clusters Score -878508.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -878596.625000 Penalty: 4500.905273
	Iteration 5Q: 3 clusters Score -878596.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -878672.562500 Penalty: 4500.905273
	Iteration 6Q: 3 clusters Score -878672.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -878729.000000 Penalty: 4500.905273
	Iteration 7Q: 3 clusters Score -878729 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -878771.250000 Penalty: 4500.905273
	Iteration 8Q: 3 clusters Score -878771.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -878806.187500 Penalty: 4500.905273
	Iteration 9Q: 3 clusters Score -878806.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -878840.500000 Penalty: 4500.905273
	Iteration 10Q: 3 clusters Score -878840.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -878883.062500 Penalty: 4500.905273
	Iteration 11Q: 3 clusters Score -878883.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -878921.437500 Penalty: 4500.905273
	Iteration 12Q: 3 clusters Score -878921.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -878957.625000 Penalty: 4500.905273
	Iteration 13Q: 3 clusters Score -878957.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -878995.562500 Penalty: 4500.905273
	Iteration 14Q: 3 clusters Score -878995.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -879046.750000 Penalty: 4500.905273
	Iteration 15Q: 3 clusters Score -879046.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -879122.000000 Penalty: 4500.905273
	Iteration 16Q: 3 clusters Score -879122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -879217.187500 Penalty: 4500.905273
	Iteration 17Q: 3 clusters Score -879217.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -879318.562500 Penalty: 4500.905273
	Iteration 18Q: 3 clusters Score -879318.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -879440.937500 Penalty: 4500.905273
	Iteration 19Q: 3 clusters Score -879440.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -879577.312500 Penalty: 4500.905273
	Iteration 20F: 3 clusters Score -879577.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -879739.000000 Penalty: 4500.905273
	Iteration 21Q: 3 clusters Score -879739 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -879912.625000 Penalty: 4500.905273
	Iteration 22Q: 3 clusters Score -879912.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -880096.312500 Penalty: 4500.905273
	Iteration 23Q: 3 clusters Score -880096.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -880254.375000 Penalty: 4500.905273
	Iteration 24Q: 3 clusters Score -880254.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -880377.062500 Penalty: 4500.905273
	Iteration 25Q: 3 clusters Score -880377.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -880502.812500 Penalty: 4500.905273
	Iteration 26Q: 3 clusters Score -880502.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -880589.187500 Penalty: 4500.905273
	Iteration 27Q: 3 clusters Score -880589.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -880660.000000 Penalty: 4500.905273
	Iteration 28Q: 3 clusters Score -880660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -880717.000000 Penalty: 4500.905273
	Iteration 29Q: 3 clusters Score -880717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -880764.312500 Penalty: 4500.905273
	Iteration 30Q: 3 clusters Score -880764.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -880803.500000 Penalty: 4500.905273
	Iteration 31Q: 3 clusters Score -880803.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -880837.062500 Penalty: 4500.905273
	Iteration 32Q: 3 clusters Score -880837.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -880862.625000 Penalty: 4500.905273
	Iteration 33Q: 3 clusters Score -880862.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -880880.437500 Penalty: 4500.905273
	Iteration 34Q: 3 clusters Score -880880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -880898.250000 Penalty: 4500.905273
	Iteration 35Q: 3 clusters Score -880898.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -880908.187500 Penalty: 4500.905273
	Iteration 36Q: 3 clusters Score -880908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -880912.562500 Penalty: 4500.905273
	Iteration 37Q: 3 clusters Score -880912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -880918.000000 Penalty: 4500.905273
	Iteration 38Q: 3 clusters Score -880918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -880924.312500 Penalty: 4500.905273
	Iteration 39Q: 3 clusters Score -880924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -880930.250000 Penalty: 4500.905273
	Iteration 40F: 3 clusters Score -880930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -880939.250000 Penalty: 4500.905273
	Iteration 41Q: 3 clusters Score -880939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -880943.750000 Penalty: 4500.905273
	Iteration 42Q: 3 clusters Score -880943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -880943.750000 Penalty: 4500.905273
	Iteration 43F: 3 clusters Score -880943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Entering Unmasked Estep 
Score: -3506776.500000 Penalty: 2595.698486
	Iteration 0F: 2 clusters Score -3506776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3482902.500000 Penalty: 5191.396973
	Iteration 0F: 3 clusters Score -3482902 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3491604.250000 Penalty: 5191.396973
	Iteration 1F: 3 clusters Score -3491604 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3492198.500000 Penalty: 5191.396973
	Iteration 2Q: 3 clusters Score -3492198 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3492913.000000 Penalty: 5191.396973
	Iteration 3Q: 3 clusters Score -3492913 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3493740.500000 Penalty: 5191.396973
	Iteration 4F: 3 clusters Score -3493740 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3494728.750000 Penalty: 5191.396973
	Iteration 5F: 3 clusters Score -3494729 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3495956.750000 Penalty: 5191.396973
	Iteration 6F: 3 clusters Score -3495957 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3497529.250000 Penalty: 5191.396973
	Iteration 7F: 3 clusters Score -3497529 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3499250.750000 Penalty: 5191.396973
	Iteration 8F: 3 clusters Score -3499251 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3500895.000000 Penalty: 5191.396973
	Iteration 9F: 3 clusters Score -3500895 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3502113.250000 Penalty: 5191.396973
	Iteration 10Q: 3 clusters Score -3502113 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3502847.250000 Penalty: 5191.396973
	Iteration 11Q: 3 clusters Score -3502847 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3503300.000000 Penalty: 5191.396973
	Iteration 12Q: 3 clusters Score -3503300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3503599.750000 Penalty: 5191.396973
	Iteration 13Q: 3 clusters Score -3503600 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3503800.000000 Penalty: 5191.396973
	Iteration 14Q: 3 clusters Score -3503800 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3503967.750000 Penalty: 5191.396973
	Iteration 15Q: 3 clusters Score -3503968 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3504079.750000 Penalty: 5191.396973
	Iteration 16Q: 3 clusters Score -3504080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3504167.250000 Penalty: 5191.396973
	Iteration 17Q: 3 clusters Score -3504167 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3504235.250000 Penalty: 5191.396973
	Iteration 18Q: 3 clusters Score -3504235 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3504299.500000 Penalty: 5191.396973
	Iteration 19Q: 3 clusters Score -3504300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3504349.500000 Penalty: 5191.396973
	Iteration 20F: 3 clusters Score -3504350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3504407.250000 Penalty: 5191.396973
	Iteration 21Q: 3 clusters Score -3504407 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3504445.500000 Penalty: 5191.396973
	Iteration 22Q: 3 clusters Score -3504446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3504473.000000 Penalty: 5191.396973
	Iteration 23Q: 3 clusters Score -3504473 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3504486.750000 Penalty: 5191.396973
	Iteration 24Q: 3 clusters Score -3504487 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3504532.250000 Penalty: 5191.396973
	Iteration 25Q: 3 clusters Score -3504532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3504555.250000 Penalty: 5191.396973
	Iteration 26Q: 3 clusters Score -3504555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3504573.750000 Penalty: 5191.396973
	Iteration 27Q: 3 clusters Score -3504574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3504593.250000 Penalty: 5191.396973
	Iteration 28Q: 3 clusters Score -3504593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3504616.750000 Penalty: 5191.396973
	Iteration 29Q: 3 clusters Score -3504617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3504639.500000 Penalty: 5191.396973
	Iteration 30Q: 3 clusters Score -3504640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3504647.750000 Penalty: 5191.396973
	Iteration 31Q: 3 clusters Score -3504648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3504663.750000 Penalty: 5191.396973
	Iteration 32Q: 3 clusters Score -3504664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3504673.750000 Penalty: 5191.396973
	Iteration 33Q: 3 clusters Score -3504674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3504690.750000 Penalty: 5191.396973
	Iteration 34Q: 3 clusters Score -3504691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3504697.750000 Penalty: 5191.396973
	Iteration 35Q: 3 clusters Score -3504698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3504704.250000 Penalty: 5191.396973
	Iteration 36Q: 3 clusters Score -3504704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3504702.000000 Penalty: 5191.396973
	Iteration 37Q: 3 clusters Score -3504702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3504702.500000 Penalty: 5191.396973
	Iteration 38Q: 3 clusters Score -3504702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3504706.500000 Penalty: 5191.396973
	Iteration 39Q: 3 clusters Score -3504706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3504704.750000 Penalty: 5191.396973
	Iteration 40F: 3 clusters Score -3504705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3504711.000000 Penalty: 5191.396973
	Iteration 41Q: 3 clusters Score -3504711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3504706.750000 Penalty: 5191.396973
	Iteration 42Q: 3 clusters Score -3504707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3504709.750000 Penalty: 5191.396973
	Iteration 43Q: 3 clusters Score -3504710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3504707.500000 Penalty: 5191.396973
	Iteration 44Q: 3 clusters Score -3504708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3504707.500000 Penalty: 5191.396973
	Iteration 45Q: 3 clusters Score -3504708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3504708.000000 Penalty: 5191.396973
	Iteration 46Q: 3 clusters Score -3504708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3504707.250000 Penalty: 5191.396973
	Iteration 47Q: 3 clusters Score -3504707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3504707.000000 Penalty: 5191.396973
	Iteration 48Q: 3 clusters Score -3504707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3504702.750000 Penalty: 5191.396973
	Iteration 49Q: 3 clusters Score -3504703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3504701.000000 Penalty: 5191.396973
	Iteration 50Q: 3 clusters Score -3504701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3504701.000000 Penalty: 5191.396973
	Iteration 51Q: 3 clusters Score -3504701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3504701.000000 Penalty: 5191.396973
	Iteration 52F: 3 clusters Score -3504701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -600767.937500 Penalty: 2163.684082
	Iteration 0F: 2 clusters Score -600767.9 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 3125 members 
Entering Unmasked Estep 
Score: -595513.312500 Penalty: 4327.368164
	Iteration 0F: 3 clusters Score -595513.3 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -596872.750000 Penalty: 4327.368164
	Iteration 1F: 3 clusters Score -596872.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -597111.812500 Penalty: 4327.368164
	Iteration 2F: 3 clusters Score -597111.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -597261.312500 Penalty: 4327.368164
	Iteration 3Q: 3 clusters Score -597261.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -597365.750000 Penalty: 4327.368164
	Iteration 4Q: 3 clusters Score -597365.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -597454.875000 Penalty: 4327.368164
	Iteration 5Q: 3 clusters Score -597454.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -597543.937500 Penalty: 4327.368164
	Iteration 6Q: 3 clusters Score -597543.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -597619.562500 Penalty: 4327.368164
	Iteration 7Q: 3 clusters Score -597619.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -597706.312500 Penalty: 4327.368164
	Iteration 8Q: 3 clusters Score -597706.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -597782.375000 Penalty: 4327.368164
	Iteration 9Q: 3 clusters Score -597782.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -597865.812500 Penalty: 4327.368164
	Iteration 10Q: 3 clusters Score -597865.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -597928.937500 Penalty: 4327.368164
	Iteration 11Q: 3 clusters Score -597928.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -597997.000000 Penalty: 4327.368164
	Iteration 12Q: 3 clusters Score -597997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -598051.062500 Penalty: 4327.368164
	Iteration 13Q: 3 clusters Score -598051.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -598098.812500 Penalty: 4327.368164
	Iteration 14Q: 3 clusters Score -598098.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -598145.062500 Penalty: 4327.368164
	Iteration 15Q: 3 clusters Score -598145.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -598181.187500 Penalty: 4327.368164
	Iteration 16Q: 3 clusters Score -598181.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -598213.812500 Penalty: 4327.368164
	Iteration 17Q: 3 clusters Score -598213.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -598242.687500 Penalty: 4327.368164
	Iteration 18Q: 3 clusters Score -598242.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -598270.875000 Penalty: 4327.368164
	Iteration 19Q: 3 clusters Score -598270.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -598303.062500 Penalty: 4327.368164
	Iteration 20F: 3 clusters Score -598303.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -598339.250000 Penalty: 4327.368164
	Iteration 21Q: 3 clusters Score -598339.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -598369.250000 Penalty: 4327.368164
	Iteration 22Q: 3 clusters Score -598369.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -598400.875000 Penalty: 4327.368164
	Iteration 23Q: 3 clusters Score -598400.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -598445.500000 Penalty: 4327.368164
	Iteration 24Q: 3 clusters Score -598445.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -598484.875000 Penalty: 4327.368164
	Iteration 25Q: 3 clusters Score -598484.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -598533.250000 Penalty: 4327.368164
	Iteration 26Q: 3 clusters Score -598533.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -598567.562500 Penalty: 4327.368164
	Iteration 27Q: 3 clusters Score -598567.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -598596.750000 Penalty: 4327.368164
	Iteration 28Q: 3 clusters Score -598596.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -598626.062500 Penalty: 4327.368164
	Iteration 29Q: 3 clusters Score -598626.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -598652.187500 Penalty: 4327.368164
	Iteration 30Q: 3 clusters Score -598652.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -598677.937500 Penalty: 4327.368164
	Iteration 31Q: 3 clusters Score -598677.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -598698.562500 Penalty: 4327.368164
	Iteration 32Q: 3 clusters Score -598698.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -598715.062500 Penalty: 4327.368164
	Iteration 33Q: 3 clusters Score -598715.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -598730.562500 Penalty: 4327.368164
	Iteration 34Q: 3 clusters Score -598730.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -598744.562500 Penalty: 4327.368164
	Iteration 35Q: 3 clusters Score -598744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -598758.312500 Penalty: 4327.368164
	Iteration 36Q: 3 clusters Score -598758.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -598776.250000 Penalty: 4327.368164
	Iteration 37Q: 3 clusters Score -598776.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -598788.812500 Penalty: 4327.368164
	Iteration 38Q: 3 clusters Score -598788.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -598799.562500 Penalty: 4327.368164
	Iteration 39Q: 3 clusters Score -598799.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -598811.125000 Penalty: 4327.368164
	Iteration 40F: 3 clusters Score -598811.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -598822.312500 Penalty: 4327.368164
	Iteration 41Q: 3 clusters Score -598822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -598829.375000 Penalty: 4327.368164
	Iteration 42Q: 3 clusters Score -598829.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -598835.062500 Penalty: 4327.368164
	Iteration 43Q: 3 clusters Score -598835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -598840.187500 Penalty: 4327.368164
	Iteration 44Q: 3 clusters Score -598840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -598846.375000 Penalty: 4327.368164
	Iteration 45Q: 3 clusters Score -598846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -598847.375000 Penalty: 4327.368164
	Iteration 46Q: 3 clusters Score -598847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -598852.562500 Penalty: 4327.368164
	Iteration 47Q: 3 clusters Score -598852.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -598855.937500 Penalty: 4327.368164
	Iteration 48Q: 3 clusters Score -598855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -598863.750000 Penalty: 4327.368164
	Iteration 49Q: 3 clusters Score -598863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -598867.375000 Penalty: 4327.368164
	Iteration 50Q: 3 clusters Score -598867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -598870.312500 Penalty: 4327.368164
	Iteration 51Q: 3 clusters Score -598870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -598871.937500 Penalty: 4327.368164
	Iteration 52Q: 3 clusters Score -598871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -598872.562500 Penalty: 4327.368164
	Iteration 53Q: 3 clusters Score -598872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -598874.187500 Penalty: 4327.368164
	Iteration 54Q: 3 clusters Score -598874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -598874.375000 Penalty: 4327.368164
	Iteration 55Q: 3 clusters Score -598874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -598875.500000 Penalty: 4327.368164
	Iteration 56Q: 3 clusters Score -598875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -598876.000000 Penalty: 4327.368164
	Iteration 57Q: 3 clusters Score -598876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -598876.937500 Penalty: 4327.368164
	Iteration 58Q: 3 clusters Score -598876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -598877.687500 Penalty: 4327.368164
	Iteration 59Q: 3 clusters Score -598877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -598878.562500 Penalty: 4327.368164
	Iteration 60F: 3 clusters Score -598878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -598878.125000 Penalty: 4327.368164
	Iteration 61Q: 3 clusters Score -598878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -598878.750000 Penalty: 4327.368164
	Iteration 62Q: 3 clusters Score -598878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -598879.187500 Penalty: 4327.368164
	Iteration 63Q: 3 clusters Score -598879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -598880.312500 Penalty: 4327.368164
	Iteration 64Q: 3 clusters Score -598880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -598880.812500 Penalty: 4327.368164
	Iteration 65Q: 3 clusters Score -598880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -598880.625000 Penalty: 4327.368164
	Iteration 66Q: 3 clusters Score -598880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -598880.625000 Penalty: 4327.368164
	Iteration 67F: 3 clusters Score -598880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Entering Unmasked Estep 
Score: -1183582.250000 Penalty: 2340.572998
	Iteration 0F: 2 clusters Score -1183582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1174310.250000 Penalty: 4681.145996
	Iteration 0F: 3 clusters Score -1174310 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1177070.875000 Penalty: 4681.145996
	Iteration 1F: 3 clusters Score -1177071 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1177473.250000 Penalty: 4681.145996
	Iteration 2F: 3 clusters Score -1177473 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1177924.250000 Penalty: 4681.145996
	Iteration 3F: 3 clusters Score -1177924 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1178366.125000 Penalty: 4681.145996
	Iteration 4F: 3 clusters Score -1178366 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1178798.875000 Penalty: 4681.145996
	Iteration 5F: 3 clusters Score -1178799 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1179220.375000 Penalty: 4681.145996
	Iteration 6F: 3 clusters Score -1179220 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1179639.875000 Penalty: 4681.145996
	Iteration 7F: 3 clusters Score -1179640 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1180049.500000 Penalty: 4681.145996
	Iteration 8Q: 3 clusters Score -1180050 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1180473.125000 Penalty: 4681.145996
	Iteration 9Q: 3 clusters Score -1180473 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1180874.375000 Penalty: 4681.145996
	Iteration 10Q: 3 clusters Score -1180874 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1181254.000000 Penalty: 4681.145996
	Iteration 11Q: 3 clusters Score -1181254 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1181537.250000 Penalty: 4681.145996
	Iteration 12Q: 3 clusters Score -1181537 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1181774.500000 Penalty: 4681.145996
	Iteration 13Q: 3 clusters Score -1181774 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1181912.875000 Penalty: 4681.145996
	Iteration 14Q: 3 clusters Score -1181913 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1182013.000000 Penalty: 4681.145996
	Iteration 15Q: 3 clusters Score -1182013 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1182093.625000 Penalty: 4681.145996
	Iteration 16Q: 3 clusters Score -1182094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1182142.375000 Penalty: 4681.145996
	Iteration 17Q: 3 clusters Score -1182142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1182178.375000 Penalty: 4681.145996
	Iteration 18Q: 3 clusters Score -1182178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1182209.500000 Penalty: 4681.145996
	Iteration 19Q: 3 clusters Score -1182210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1182233.250000 Penalty: 4681.145996
	Iteration 20F: 3 clusters Score -1182233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1182265.750000 Penalty: 4681.145996
	Iteration 21Q: 3 clusters Score -1182266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1182287 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1182300.500000 Penalty: 4681.145996
	Iteration 23Q: 3 clusters Score -1182300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1182320.375000 Penalty: 4681.145996
	Iteration 24Q: 3 clusters Score -1182320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1182340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1182358.625000 Penalty: 4681.145996
	Iteration 26Q: 3 clusters Score -1182359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1182369.000000 Penalty: 4681.145996
	Iteration 27Q: 3 clusters Score -1182369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1182384.250000 Penalty: 4681.145996
	Iteration 28Q: 3 clusters Score -1182384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1182398.750000 Penalty: 4681.145996
	Iteration 29Q: 3 clusters Score -1182399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1182409.250000 Penalty: 4681.145996
	Iteration 30Q: 3 clusters Score -1182409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1182423.500000 Penalty: 4681.145996
	Iteration 31Q: 3 clusters Score -1182424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1182429.875000 Penalty: 4681.145996
	Iteration 32Q: 3 clusters Score -1182430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1182437.125000 Penalty: 4681.145996
	Iteration 33Q: 3 clusters Score -1182437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1182445.000000 Penalty: 4681.145996
	Iteration 34Q: 3 clusters Score -1182445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1182457.750000 Penalty: 4681.145996
	Iteration 35Q: 3 clusters Score -1182458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1182467.625000 Penalty: 4681.145996
	Iteration 36Q: 3 clusters Score -1182468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1182475.500000 Penalty: 4681.145996
	Iteration 37Q: 3 clusters Score -1182476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1182489.000000 Penalty: 4681.145996
	Iteration 38Q: 3 clusters Score -1182489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1182497.000000 Penalty: 4681.145996
	Iteration 39Q: 3 clusters Score -1182497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1182505.750000 Penalty: 4681.145996
	Iteration 40F: 3 clusters Score -1182506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1182513.750000 Penalty: 4681.145996
	Iteration 41Q: 3 clusters Score -1182514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1182525.750000 Penalty: 4681.145996
	Iteration 42Q: 3 clusters Score -1182526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1182531.750000 Penalty: 4681.145996
	Iteration 43Q: 3 clusters Score -1182532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1182537.625000 Penalty: 4681.145996
	Iteration 44Q: 3 clusters Score -1182538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1182542.375000 Penalty: 4681.145996
	Iteration 45Q: 3 clusters Score -1182542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1182548.875000 Penalty: 4681.145996
	Iteration 46Q: 3 clusters Score -1182549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1182555.750000 Penalty: 4681.145996
	Iteration 47Q: 3 clusters Score -1182556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1182562.875000 Penalty: 4681.145996
	Iteration 48Q: 3 clusters Score -1182563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1182569.500000 Penalty: 4681.145996
	Iteration 49Q: 3 clusters Score -1182570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1182571.375000 Penalty: 4681.145996
	Iteration 50Q: 3 clusters Score -1182571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1182576.500000 Penalty: 4681.145996
	Iteration 51Q: 3 clusters Score -1182576 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1182580.750000 Penalty: 4681.145996
	Iteration 52Q: 3 clusters Score -1182581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1182585.750000 Penalty: 4681.145996
	Iteration 53Q: 3 clusters Score -1182586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1182590.875000 Penalty: 4681.145996
	Iteration 54Q: 3 clusters Score -1182591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1182600.000000 Penalty: 4681.145996
	Iteration 55Q: 3 clusters Score -1182600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1182606.625000 Penalty: 4681.145996
	Iteration 56Q: 3 clusters Score -1182607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1182609.000000 Penalty: 4681.145996
	Iteration 57Q: 3 clusters Score -1182609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1182614.375000 Penalty: 4681.145996
	Iteration 58Q: 3 clusters Score -1182614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1182619.000000 Penalty: 4681.145996
	Iteration 59Q: 3 clusters Score -1182619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1182621.000000 Penalty: 4681.145996
	Iteration 60F: 3 clusters Score -1182621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1182623.500000 Penalty: 4681.145996
	Iteration 61Q: 3 clusters Score -1182624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1182623.250000 Penalty: 4681.145996
	Iteration 62Q: 3 clusters Score -1182623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1182628.000000 Penalty: 4681.145996
	Iteration 63Q: 3 clusters Score -1182628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1182636.625000 Penalty: 4681.145996
	Iteration 64Q: 3 clusters Score -1182637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1182641.750000 Penalty: 4681.145996
	Iteration 65Q: 3 clusters Score -1182642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1182640.500000 Penalty: 4681.145996
	Iteration 66Q: 3 clusters Score -1182640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1182642.375000 Penalty: 4681.145996
	Iteration 67Q: 3 clusters Score -1182642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1182645.000000 Penalty: 4681.145996
	Iteration 68Q: 3 clusters Score -1182645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1182647.125000 Penalty: 4681.145996
	Iteration 69Q: 3 clusters Score -1182647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1182647.250000 Penalty: 4681.145996
	Iteration 70Q: 3 clusters Score -1182647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1182646.375000 Penalty: 4681.145996
	Iteration 71Q: 3 clusters Score -1182646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1182649.125000 Penalty: 4681.145996
	Iteration 72Q: 3 clusters Score -1182649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1182648.375000 Penalty: 4681.145996
	Iteration 73Q: 3 clusters Score -1182648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1182648.500000 Penalty: 4681.145996
	Iteration 74Q: 3 clusters Score -1182648 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1182648 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1182648.125000 Penalty: 4681.145996
	Iteration 76F: 3 clusters Score -1182648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15885 members 
Entering Unmasked Estep 
Score: -1411766.750000 Penalty: 2398.936523
	Iteration 0F: 2 clusters Score -1411767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1400415.000000 Penalty: 4797.873047
	Iteration 0F: 3 clusters Score -1400415 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1404413 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1405137 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1405890 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1406649.375000 Penalty: 4797.873047
	Iteration 4F: 3 clusters Score -1406649 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1407337.250000 Penalty: 4797.873047
	Iteration 5F: 3 clusters Score -1407337 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1407825.250000 Penalty: 4797.873047
	Iteration 6Q: 3 clusters Score -1407825 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1408211.125000 Penalty: 4797.873047
	Iteration 7Q: 3 clusters Score -1408211 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1408458.625000 Penalty: 4797.873047
	Iteration 8Q: 3 clusters Score -1408459 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1408594.875000 Penalty: 4797.873047
	Iteration 9Q: 3 clusters Score -1408595 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1408703.625000 Penalty: 4797.873047
	Iteration 10Q: 3 clusters Score -1408704 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1408785.625000 Penalty: 4797.873047
	Iteration 11Q: 3 clusters Score -1408786 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1408854.375000 Penalty: 4797.873047
	Iteration 12Q: 3 clusters Score -1408854 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1408916.500000 Penalty: 4797.873047
	Iteration 13Q: 3 clusters Score -1408916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1408964.125000 Penalty: 4797.873047
	Iteration 14Q: 3 clusters Score -1408964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1408996.125000 Penalty: 4797.873047
	Iteration 15Q: 3 clusters Score -1408996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1409028.750000 Penalty: 4797.873047
	Iteration 16Q: 3 clusters Score -1409029 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1409053.875000 Penalty: 4797.873047
	Iteration 17Q: 3 clusters Score -1409054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1409072.625000 Penalty: 4797.873047
	Iteration 18Q: 3 clusters Score -1409073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1409083.625000 Penalty: 4797.873047
	Iteration 19Q: 3 clusters Score -1409084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1409094.750000 Penalty: 4797.873047
	Iteration 20F: 3 clusters Score -1409095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1409109.875000 Penalty: 4797.873047
	Iteration 21Q: 3 clusters Score -1409110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1409125.000000 Penalty: 4797.873047
	Iteration 22Q: 3 clusters Score -1409125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1409142.250000 Penalty: 4797.873047
	Iteration 23Q: 3 clusters Score -1409142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1409158.500000 Penalty: 4797.873047
	Iteration 24Q: 3 clusters Score -1409158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1409172.250000 Penalty: 4797.873047
	Iteration 25Q: 3 clusters Score -1409172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1409180.375000 Penalty: 4797.873047
	Iteration 26Q: 3 clusters Score -1409180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1409196.500000 Penalty: 4797.873047
	Iteration 27Q: 3 clusters Score -1409196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1409207.250000 Penalty: 4797.873047
	Iteration 28Q: 3 clusters Score -1409207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1409226.750000 Penalty: 4797.873047
	Iteration 29Q: 3 clusters Score -1409227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1409240.625000 Penalty: 4797.873047
	Iteration 30Q: 3 clusters Score -1409241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1409255.000000 Penalty: 4797.873047
	Iteration 31Q: 3 clusters Score -1409255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1409271.500000 Penalty: 4797.873047
	Iteration 32Q: 3 clusters Score -1409272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1409294.125000 Penalty: 4797.873047
	Iteration 33Q: 3 clusters Score -1409294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1409309.625000 Penalty: 4797.873047
	Iteration 34Q: 3 clusters Score -1409310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1409320.750000 Penalty: 4797.873047
	Iteration 35Q: 3 clusters Score -1409321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1409336.250000 Penalty: 4797.873047
	Iteration 36Q: 3 clusters Score -1409336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1409348.125000 Penalty: 4797.873047
	Iteration 37Q: 3 clusters Score -1409348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1409357.875000 Penalty: 4797.873047
	Iteration 38Q: 3 clusters Score -1409358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1409373.375000 Penalty: 4797.873047
	Iteration 39Q: 3 clusters Score -1409373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1409384.750000 Penalty: 4797.873047
	Iteration 40F: 3 clusters Score -1409385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1409390.875000 Penalty: 4797.873047
	Iteration 41Q: 3 clusters Score -1409391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1409403.750000 Penalty: 4797.873047
	Iteration 42Q: 3 clusters Score -1409404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1409423.000000 Penalty: 4797.873047
	Iteration 43Q: 3 clusters Score -1409423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1409448.625000 Penalty: 4797.873047
	Iteration 44Q: 3 clusters Score -1409449 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1409485.375000 Penalty: 4797.873047
	Iteration 45Q: 3 clusters Score -1409485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1409524.500000 Penalty: 4797.873047
	Iteration 46Q: 3 clusters Score -1409524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1409554.750000 Penalty: 4797.873047
	Iteration 47Q: 3 clusters Score -1409555 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1409587.500000 Penalty: 4797.873047
	Iteration 48Q: 3 clusters Score -1409588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1409618.500000 Penalty: 4797.873047
	Iteration 49Q: 3 clusters Score -1409618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1409637.125000 Penalty: 4797.873047
	Iteration 50Q: 3 clusters Score -1409637 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1409655.375000 Penalty: 4797.873047
	Iteration 51Q: 3 clusters Score -1409655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1409677.000000 Penalty: 4797.873047
	Iteration 52Q: 3 clusters Score -1409677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1409697.500000 Penalty: 4797.873047
	Iteration 53Q: 3 clusters Score -1409698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1409715.375000 Penalty: 4797.873047
	Iteration 54Q: 3 clusters Score -1409715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1409736.250000 Penalty: 4797.873047
	Iteration 55Q: 3 clusters Score -1409736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1409748.250000 Penalty: 4797.873047
	Iteration 56Q: 3 clusters Score -1409748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1409769.125000 Penalty: 4797.873047
	Iteration 57Q: 3 clusters Score -1409769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1409787.625000 Penalty: 4797.873047
	Iteration 58Q: 3 clusters Score -1409788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1409809.625000 Penalty: 4797.873047
	Iteration 59Q: 3 clusters Score -1409810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1409824.125000 Penalty: 4797.873047
	Iteration 60F: 3 clusters Score -1409824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1409840.625000 Penalty: 4797.873047
	Iteration 61Q: 3 clusters Score -1409841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1409846.750000 Penalty: 4797.873047
	Iteration 62Q: 3 clusters Score -1409847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1409860.375000 Penalty: 4797.873047
	Iteration 63Q: 3 clusters Score -1409860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1409872.500000 Penalty: 4797.873047
	Iteration 64Q: 3 clusters Score -1409872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1409885.250000 Penalty: 4797.873047
	Iteration 65Q: 3 clusters Score -1409885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1409888.625000 Penalty: 4797.873047
	Iteration 66Q: 3 clusters Score -1409889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1409897.375000 Penalty: 4797.873047
	Iteration 67Q: 3 clusters Score -1409897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1409905.000000 Penalty: 4797.873047
	Iteration 68Q: 3 clusters Score -1409905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1409907.000000 Penalty: 4797.873047
	Iteration 69Q: 3 clusters Score -1409907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1409904.250000 Penalty: 4797.873047
	Iteration 70Q: 3 clusters Score -1409904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1409910.375000 Penalty: 4797.873047
	Iteration 71Q: 3 clusters Score -1409910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1409912.000000 Penalty: 4797.873047
	Iteration 72Q: 3 clusters Score -1409912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1409918.750000 Penalty: 4797.873047
	Iteration 73Q: 3 clusters Score -1409919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1409924.000000 Penalty: 4797.873047
	Iteration 74Q: 3 clusters Score -1409924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1409929.000000 Penalty: 4797.873047
	Iteration 75Q: 3 clusters Score -1409929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1409932.750000 Penalty: 4797.873047
	Iteration 76Q: 3 clusters Score -1409933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1409936.125000 Penalty: 4797.873047
	Iteration 77Q: 3 clusters Score -1409936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1409943.000000 Penalty: 4797.873047
	Iteration 78Q: 3 clusters Score -1409943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1409949.500000 Penalty: 4797.873047
	Iteration 79Q: 3 clusters Score -1409950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1409956.375000 Penalty: 4797.873047
	Iteration 80F: 3 clusters Score -1409956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1409963.625000 Penalty: 4797.873047
	Iteration 81Q: 3 clusters Score -1409964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1409970.875000 Penalty: 4797.873047
	Iteration 82Q: 3 clusters Score -1409971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1409975.875000 Penalty: 4797.873047
	Iteration 83Q: 3 clusters Score -1409976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1409980.875000 Penalty: 4797.873047
	Iteration 84Q: 3 clusters Score -1409981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1409991.000000 Penalty: 4797.873047
	Iteration 85Q: 3 clusters Score -1409991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1409998.625000 Penalty: 4797.873047
	Iteration 86Q: 3 clusters Score -1409999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1410006.625000 Penalty: 4797.873047
	Iteration 87Q: 3 clusters Score -1410007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1410013.875000 Penalty: 4797.873047
	Iteration 88Q: 3 clusters Score -1410014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1410028.625000 Penalty: 4797.873047
	Iteration 89Q: 3 clusters Score -1410029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1410039.375000 Penalty: 4797.873047
	Iteration 90Q: 3 clusters Score -1410039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1410048.750000 Penalty: 4797.873047
	Iteration 91Q: 3 clusters Score -1410049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1410056.875000 Penalty: 4797.873047
	Iteration 92Q: 3 clusters Score -1410057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1410062.125000 Penalty: 4797.873047
	Iteration 93Q: 3 clusters Score -1410062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1410068.250000 Penalty: 4797.873047
	Iteration 94Q: 3 clusters Score -1410068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1410079.750000 Penalty: 4797.873047
	Iteration 95Q: 3 clusters Score -1410080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1410083.000000 Penalty: 4797.873047
	Iteration 96Q: 3 clusters Score -1410083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1410086.250000 Penalty: 4797.873047
	Iteration 97Q: 3 clusters Score -1410086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1410091.125000 Penalty: 4797.873047
	Iteration 98Q: 3 clusters Score -1410091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1410097.500000 Penalty: 4797.873047
	Iteration 99Q: 3 clusters Score -1410098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1410102.250000 Penalty: 4797.873047
	Iteration 100F: 3 clusters Score -1410102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1410105.500000 Penalty: 4797.873047
	Iteration 101Q: 3 clusters Score -1410106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1410109.250000 Penalty: 4797.873047
	Iteration 102Q: 3 clusters Score -1410109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1410116.500000 Penalty: 4797.873047
	Iteration 103Q: 3 clusters Score -1410116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1410117.250000 Penalty: 4797.873047
	Iteration 104Q: 3 clusters Score -1410117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1410120.250000 Penalty: 4797.873047
	Iteration 105Q: 3 clusters Score -1410120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1410121.500000 Penalty: 4797.873047
	Iteration 106Q: 3 clusters Score -1410122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1410125.875000 Penalty: 4797.873047
	Iteration 107Q: 3 clusters Score -1410126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1410123.875000 Penalty: 4797.873047
	Iteration 108Q: 3 clusters Score -1410124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1410123.875000 Penalty: 4797.873047
	Iteration 109F: 3 clusters Score -1410124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -397799.656250 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -397799.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -393762.562500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -393762.6 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -394853.343750 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -394853.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -395188.062500 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -395188.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -395466.187500 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -395466.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -395693.656250 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -395693.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -395854.812500 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -395854.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -395985.437500 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -395985.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -396079.031250 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -396079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -396145.281250 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -396145.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -396190.062500 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -396190.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -396224.906250 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -396224.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -396255.781250 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -396255.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -396303.468750 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -396303.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -396333.968750 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -396334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -396364.218750 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -396364.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -396385.218750 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -396385.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -396399.312500 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -396399.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -396412.843750 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -396412.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -396421.687500 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -396421.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -396432.343750 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -396432.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -396438.250000 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -396438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -396443.906250 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -396443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -396451.125000 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -396451.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -396460.687500 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -396460.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -396468.250000 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -396468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -396473.812500 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -396473.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -396481.156250 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -396481.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -396488.093750 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -396488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -396493.812500 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -396493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -396496.906250 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -396496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -396497.312500 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -396497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -396499.781250 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -396499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -396501.750000 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -396501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -396504.093750 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -396504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -396504.406250 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -396504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -396504.750000 Penalty: 4150.986816
	Iteration 35Q: 3 clusters Score -396504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -396504.812500 Penalty: 4150.986816
	Iteration 36Q: 3 clusters Score -396504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -396504.812500 Penalty: 4150.986816
	Iteration 37F: 3 clusters Score -396504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -881998.625000 Penalty: 2259.299316
	Iteration 0F: 2 clusters Score -881998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -874941.312500 Penalty: 4518.598633
	Iteration 0F: 3 clusters Score -874941.3 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -877040.500000 Penalty: 4518.598633
	Iteration 1F: 3 clusters Score -877040.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -877463.250000 Penalty: 4518.598633
	Iteration 2F: 3 clusters Score -877463.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -877874.937500 Penalty: 4518.598633
	Iteration 3F: 3 clusters Score -877874.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -878265.187500 Penalty: 4518.598633
	Iteration 4F: 3 clusters Score -878265.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -878633.125000 Penalty: 4518.598633
	Iteration 5F: 3 clusters Score -878633.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -878996.125000 Penalty: 4518.598633
	Iteration 6F: 3 clusters Score -878996.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -879364.125000 Penalty: 4518.598633
	Iteration 7F: 3 clusters Score -879364.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -879699.875000 Penalty: 4518.598633
	Iteration 8Q: 3 clusters Score -879699.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -880028.312500 Penalty: 4518.598633
	Iteration 9Q: 3 clusters Score -880028.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -880331.375000 Penalty: 4518.598633
	Iteration 10Q: 3 clusters Score -880331.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -880604.937500 Penalty: 4518.598633
	Iteration 11Q: 3 clusters Score -880604.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -880865.187500 Penalty: 4518.598633
	Iteration 12Q: 3 clusters Score -880865.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -881091.187500 Penalty: 4518.598633
	Iteration 13Q: 3 clusters Score -881091.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -881266.187500 Penalty: 4518.598633
	Iteration 14Q: 3 clusters Score -881266.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -881376.625000 Penalty: 4518.598633
	Iteration 15Q: 3 clusters Score -881376.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -881442.875000 Penalty: 4518.598633
	Iteration 16Q: 3 clusters Score -881442.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -881479.062500 Penalty: 4518.598633
	Iteration 17Q: 3 clusters Score -881479.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -881510.312500 Penalty: 4518.598633
	Iteration 18Q: 3 clusters Score -881510.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -881531.437500 Penalty: 4518.598633
	Iteration 19Q: 3 clusters Score -881531.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -881545.375000 Penalty: 4518.598633
	Iteration 20F: 3 clusters Score -881545.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -881555.875000 Penalty: 4518.598633
	Iteration 21Q: 3 clusters Score -881555.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -881560.750000 Penalty: 4518.598633
	Iteration 22Q: 3 clusters Score -881560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -881569.437500 Penalty: 4518.598633
	Iteration 23Q: 3 clusters Score -881569.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -881574.187500 Penalty: 4518.598633
	Iteration 24Q: 3 clusters Score -881574.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -881579.000000 Penalty: 4518.598633
	Iteration 25Q: 3 clusters Score -881579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -881582.062500 Penalty: 4518.598633
	Iteration 26Q: 3 clusters Score -881582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -881581.000000 Penalty: 4518.598633
	Iteration 27Q: 3 clusters Score -881581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -881579.937500 Penalty: 4518.598633
	Iteration 28Q: 3 clusters Score -881579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -881581.062500 Penalty: 4518.598633
	Iteration 29Q: 3 clusters Score -881581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -881582.312500 Penalty: 4518.598633
	Iteration 30Q: 3 clusters Score -881582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -881582.375000 Penalty: 4518.598633
	Iteration 31Q: 3 clusters Score -881582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -881582.375000 Penalty: 4518.598633
	Iteration 32F: 3 clusters Score -881582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Entering Unmasked Estep 
Score: -3029436.500000 Penalty: 2559.406982
	Iteration 0F: 2 clusters Score -3029436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3008648.750000 Penalty: 5118.813965
	Iteration 0F: 3 clusters Score -3008649 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3015965.250000 Penalty: 5118.813965
	Iteration 1F: 3 clusters Score -3015965 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3016390.500000 Penalty: 5118.813965
	Iteration 2Q: 3 clusters Score -3016390 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3016761.500000 Penalty: 5118.813965
	Iteration 3Q: 3 clusters Score -3016762 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3017109.000000 Penalty: 5118.813965
	Iteration 4Q: 3 clusters Score -3017109 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3017508.500000 Penalty: 5118.813965
	Iteration 5Q: 3 clusters Score -3017508 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3017988.250000 Penalty: 5118.813965
	Iteration 6Q: 3 clusters Score -3017988 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3018639.000000 Penalty: 5118.813965
	Iteration 7Q: 3 clusters Score -3018639 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3019578.500000 Penalty: 5118.813965
	Iteration 8F: 3 clusters Score -3019578 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3020836.750000 Penalty: 5118.813965
	Iteration 9F: 3 clusters Score -3020837 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3022367.500000 Penalty: 5118.813965
	Iteration 10F: 3 clusters Score -3022368 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3023992.500000 Penalty: 5118.813965
	Iteration 11F: 3 clusters Score -3023992 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3025395.000000 Penalty: 5118.813965
	Iteration 12F: 3 clusters Score -3025395 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3026305.250000 Penalty: 5118.813965
	Iteration 13Q: 3 clusters Score -3026305 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3026773.250000 Penalty: 5118.813965
	Iteration 14Q: 3 clusters Score -3026773 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3026995.500000 Penalty: 5118.813965
	Iteration 15Q: 3 clusters Score -3026996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3027093.250000 Penalty: 5118.813965
	Iteration 16Q: 3 clusters Score -3027093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3027160.000000 Penalty: 5118.813965
	Iteration 17Q: 3 clusters Score -3027160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3027208.500000 Penalty: 5118.813965
	Iteration 18Q: 3 clusters Score -3027208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3027255.500000 Penalty: 5118.813965
	Iteration 19Q: 3 clusters Score -3027256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3027276.750000 Penalty: 5118.813965
	Iteration 20F: 3 clusters Score -3027277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3027279.250000 Penalty: 5118.813965
	Iteration 21Q: 3 clusters Score -3027279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3027294.500000 Penalty: 5118.813965
	Iteration 22Q: 3 clusters Score -3027294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3027299.250000 Penalty: 5118.813965
	Iteration 23Q: 3 clusters Score -3027299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3027303.000000 Penalty: 5118.813965
	Iteration 24Q: 3 clusters Score -3027303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3027304.250000 Penalty: 5118.813965
	Iteration 25Q: 3 clusters Score -3027304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3027304.250000 Penalty: 5118.813965
	Iteration 26F: 3 clusters Score -3027304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -100953.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -100953 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 561 members 
Entering Unmasked Estep 
Score: -98967.968750 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -98967.97 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99240.671875 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -99240.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -99335.054688 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -99335.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99363.406250 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -99363.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99375.218750 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -99375.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99383.070312 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -99383.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99384.343750 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -99384.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99387.414062 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -99387.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99391.937500 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -99391.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99394.296875 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -99394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99394.929688 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -99394.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99394.929688 Penalty: 3463.039551
	Iteration 11F: 3 clusters Score -99394.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -210822.328125 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -210822.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -207780.796875 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -207780.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -208647.078125 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -208647.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -208994.296875 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -208994.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -209255.531250 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -209255.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -209486.703125 Penalty: 3923.653076
	Iteration 4F: 3 clusters Score -209486.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -209658.453125 Penalty: 3923.653076
	Iteration 5F: 3 clusters Score -209658.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -209771.875000 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -209771.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -209852.296875 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -209852.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -209897.140625 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -209897.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -209936.875000 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -209936.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -209967.078125 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -209967.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -209987.718750 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -209987.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -210002.625000 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -210002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -210015.171875 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -210015.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -210021.734375 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -210021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -210023.968750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -210024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -210027.171875 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -210027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -210028.968750 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -210029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -210030.312500 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -210030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -210034.093750 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -210034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -210038.609375 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -210038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -210042.484375 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -210042.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -210043.531250 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -210043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -210045.234375 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -210045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -210045.734375 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -210045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -210045.734375 Penalty: 3923.653076
	Iteration 25F: 3 clusters Score -210045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -130576.328125 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -130576.3 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 707 members 
Entering Unmasked Estep 
Score: -128353.859375 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -128353.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128721.296875 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -128721.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128821.804688 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -128821.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128876.671875 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -128876.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128898.929688 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -128898.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128910.789062 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -128910.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128918.023438 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -128918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128926.523438 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -128926.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128938.351562 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -128938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -128947.953125 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -128948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128955.234375 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -128955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128961.968750 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -128962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128963.406250 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -128963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128966.593750 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -128966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128967.601562 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -128967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128969.062500 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -128969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128969.429688 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -128969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128970.601562 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -128970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128970.601562 Penalty: 3586.359375
	Iteration 18F: 3 clusters Score -128970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -288440.531250 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -288440.5 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 1426 members 
Entering Unmasked Estep 
Score: -285324.343750 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -285324.3 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -285959.375000 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -285959.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286109.406250 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -286109.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -286193.843750 Penalty: 3945.020020
	Iteration 3Q: 3 clusters Score -286193.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -286254.218750 Penalty: 3945.020020
	Iteration 4Q: 3 clusters Score -286254.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286300.468750 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -286300.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -286341.968750 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -286342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286376.187500 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -286376.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286401.406250 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -286401.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286427.812500 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -286427.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -286456.031250 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -286456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -286483.906250 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -286483.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286507.812500 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -286507.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -286530.750000 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -286530.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -286550.312500 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -286550.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -286566.437500 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -286566.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -286580.406250 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -286580.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -286595.718750 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -286595.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286608.375000 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -286608.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -286623.000000 Penalty: 3945.020020
	Iteration 19Q: 3 clusters Score -286623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -286633.406250 Penalty: 3945.020020
	Iteration 20F: 3 clusters Score -286633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -286643.343750 Penalty: 3945.020020
	Iteration 21Q: 3 clusters Score -286643.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -286653.968750 Penalty: 3945.020020
	Iteration 22Q: 3 clusters Score -286654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -286661.937500 Penalty: 3945.020020
	Iteration 23Q: 3 clusters Score -286661.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -286667.468750 Penalty: 3945.020020
	Iteration 24Q: 3 clusters Score -286667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -286670.062500 Penalty: 3945.020020
	Iteration 25Q: 3 clusters Score -286670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -286672.343750 Penalty: 3945.020020
	Iteration 26Q: 3 clusters Score -286672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -286673.562500 Penalty: 3945.020020
	Iteration 27Q: 3 clusters Score -286673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -286675.531250 Penalty: 3945.020020
	Iteration 28Q: 3 clusters Score -286675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -286677.625000 Penalty: 3945.020020
	Iteration 29Q: 3 clusters Score -286677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -286679.343750 Penalty: 3945.020020
	Iteration 30Q: 3 clusters Score -286679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -286680.718750 Penalty: 3945.020020
	Iteration 31Q: 3 clusters Score -286680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -286680.718750 Penalty: 3945.020020
	Iteration 32F: 3 clusters Score -286680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Entering Unmasked Estep 
Score: -994934.187500 Penalty: 2278.520508
	Iteration 0F: 2 clusters Score -994934.2 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 4893 members 
Entering Unmasked Estep 
Score: -987369.187500 Penalty: 4557.041016
	Iteration 0F: 3 clusters Score -987369.2 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -989561.250000 Penalty: 4557.041016
	Iteration 1F: 3 clusters Score -989561.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -989884.750000 Penalty: 4557.041016
	Iteration 2F: 3 clusters Score -989884.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -990154.750000 Penalty: 4557.041016
	Iteration 3F: 3 clusters Score -990154.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -990412.812500 Penalty: 4557.041016
	Iteration 4F: 3 clusters Score -990412.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -990635.000000 Penalty: 4557.041016
	Iteration 5Q: 3 clusters Score -990635 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -990879.437500 Penalty: 4557.041016
	Iteration 6Q: 3 clusters Score -990879.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -991127.000000 Penalty: 4557.041016
	Iteration 7Q: 3 clusters Score -991127 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -991338.687500 Penalty: 4557.041016
	Iteration 8Q: 3 clusters Score -991338.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -991565.562500 Penalty: 4557.041016
	Iteration 9Q: 3 clusters Score -991565.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -991789.750000 Penalty: 4557.041016
	Iteration 10Q: 3 clusters Score -991789.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -991997.625000 Penalty: 4557.041016
	Iteration 11Q: 3 clusters Score -991997.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -992179.312500 Penalty: 4557.041016
	Iteration 12Q: 3 clusters Score -992179.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -992317.750000 Penalty: 4557.041016
	Iteration 13Q: 3 clusters Score -992317.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -992426.750000 Penalty: 4557.041016
	Iteration 14Q: 3 clusters Score -992426.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -992504.250000 Penalty: 4557.041016
	Iteration 15Q: 3 clusters Score -992504.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -992560.187500 Penalty: 4557.041016
	Iteration 16Q: 3 clusters Score -992560.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -992597.687500 Penalty: 4557.041016
	Iteration 17Q: 3 clusters Score -992597.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -992630.937500 Penalty: 4557.041016
	Iteration 18Q: 3 clusters Score -992630.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -992656.125000 Penalty: 4557.041016
	Iteration 19Q: 3 clusters Score -992656.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -992677.125000 Penalty: 4557.041016
	Iteration 20F: 3 clusters Score -992677.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -992691.187500 Penalty: 4557.041016
	Iteration 21Q: 3 clusters Score -992691.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -992702.625000 Penalty: 4557.041016
	Iteration 22Q: 3 clusters Score -992702.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -992716.375000 Penalty: 4557.041016
	Iteration 23Q: 3 clusters Score -992716.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -992721.250000 Penalty: 4557.041016
	Iteration 24Q: 3 clusters Score -992721.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -992731.000000 Penalty: 4557.041016
	Iteration 25Q: 3 clusters Score -992731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -992742.500000 Penalty: 4557.041016
	Iteration 26Q: 3 clusters Score -992742.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -992747.437500 Penalty: 4557.041016
	Iteration 27Q: 3 clusters Score -992747.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -992754.750000 Penalty: 4557.041016
	Iteration 28Q: 3 clusters Score -992754.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -992764.375000 Penalty: 4557.041016
	Iteration 29Q: 3 clusters Score -992764.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -992772.750000 Penalty: 4557.041016
	Iteration 30Q: 3 clusters Score -992772.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -992783.875000 Penalty: 4557.041016
	Iteration 31Q: 3 clusters Score -992783.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -992788.187500 Penalty: 4557.041016
	Iteration 32Q: 3 clusters Score -992788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -992790.937500 Penalty: 4557.041016
	Iteration 33Q: 3 clusters Score -992790.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -992796.937500 Penalty: 4557.041016
	Iteration 34Q: 3 clusters Score -992796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -992798.000000 Penalty: 4557.041016
	Iteration 35Q: 3 clusters Score -992798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -992801.937500 Penalty: 4557.041016
	Iteration 36Q: 3 clusters Score -992801.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -992810.687500 Penalty: 4557.041016
	Iteration 37Q: 3 clusters Score -992810.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -992817.125000 Penalty: 4557.041016
	Iteration 38Q: 3 clusters Score -992817.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -992825.062500 Penalty: 4557.041016
	Iteration 39Q: 3 clusters Score -992825.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -992833.437500 Penalty: 4557.041016
	Iteration 40F: 3 clusters Score -992833.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -992840.375000 Penalty: 4557.041016
	Iteration 41Q: 3 clusters Score -992840.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -992843.437500 Penalty: 4557.041016
	Iteration 42Q: 3 clusters Score -992843.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -992849.187500 Penalty: 4557.041016
	Iteration 43Q: 3 clusters Score -992849.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -992855.437500 Penalty: 4557.041016
	Iteration 44Q: 3 clusters Score -992855.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -992859.125000 Penalty: 4557.041016
	Iteration 45Q: 3 clusters Score -992859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -992863.500000 Penalty: 4557.041016
	Iteration 46Q: 3 clusters Score -992863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -992868.250000 Penalty: 4557.041016
	Iteration 47Q: 3 clusters Score -992868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -992869.375000 Penalty: 4557.041016
	Iteration 48Q: 3 clusters Score -992869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -992871.250000 Penalty: 4557.041016
	Iteration 49Q: 3 clusters Score -992871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -992870.375000 Penalty: 4557.041016
	Iteration 50Q: 3 clusters Score -992870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -992875.125000 Penalty: 4557.041016
	Iteration 51Q: 3 clusters Score -992875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -992875.187500 Penalty: 4557.041016
	Iteration 52Q: 3 clusters Score -992875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -992878.812500 Penalty: 4557.041016
	Iteration 53Q: 3 clusters Score -992878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -992879.812500 Penalty: 4557.041016
	Iteration 54Q: 3 clusters Score -992879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -992882.375000 Penalty: 4557.041016
	Iteration 55Q: 3 clusters Score -992882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -992885.750000 Penalty: 4557.041016
	Iteration 56Q: 3 clusters Score -992885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -992887.375000 Penalty: 4557.041016
	Iteration 57Q: 3 clusters Score -992887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -992889.937500 Penalty: 4557.041016
	Iteration 58Q: 3 clusters Score -992889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -992889.312500 Penalty: 4557.041016
	Iteration 59Q: 3 clusters Score -992889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -992891.625000 Penalty: 4557.041016
	Iteration 60F: 3 clusters Score -992891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -992890.187500 Penalty: 4557.041016
	Iteration 61Q: 3 clusters Score -992890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -992891.750000 Penalty: 4557.041016
	Iteration 62Q: 3 clusters Score -992891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -992892.687500 Penalty: 4557.041016
	Iteration 63Q: 3 clusters Score -992892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -992894.062500 Penalty: 4557.041016
	Iteration 64Q: 3 clusters Score -992894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -992894.250000 Penalty: 4557.041016
	Iteration 65Q: 3 clusters Score -992894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -992895.562500 Penalty: 4557.041016
	Iteration 66Q: 3 clusters Score -992895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -992895.500000 Penalty: 4557.041016
	Iteration 67Q: 3 clusters Score -992895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -992895.500000 Penalty: 4557.041016
	Iteration 68F: 3 clusters Score -992895.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -165440.875000 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -165440.9 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 946 members 
Entering Unmasked Estep 
Score: -162986.437500 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -162986.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -163470.781250 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -163470.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -163601.859375 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -163601.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -163681.515625 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -163681.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -163731.843750 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -163731.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -163767.421875 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -163767.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -163794.000000 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -163794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -163823.296875 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -163823.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -163844.093750 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -163844.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -163862.453125 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -163862.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -163890.484375 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -163890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -163906.843750 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -163906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -163918.921875 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -163918.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -163926.000000 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -163926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -163929.765625 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -163929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -163931.953125 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -163932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -163932.781250 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -163932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -163932.781250 Penalty: 3726.258301
	Iteration 17F: 3 clusters Score -163932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Entering Unmasked Estep 
Score: -552561.875000 Penalty: 2160.397217
	Iteration 0F: 2 clusters Score -552561.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -547385.125000 Penalty: 4320.794434
	Iteration 0F: 3 clusters Score -547385.1 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -548689.937500 Penalty: 4320.794434
	Iteration 1F: 3 clusters Score -548689.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -548970.375000 Penalty: 4320.794434
	Iteration 2F: 3 clusters Score -548970.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -549168.687500 Penalty: 4320.794434
	Iteration 3F: 3 clusters Score -549168.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -549324.937500 Penalty: 4320.794434
	Iteration 4Q: 3 clusters Score -549324.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -549469.062500 Penalty: 4320.794434
	Iteration 5Q: 3 clusters Score -549469.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -549622.500000 Penalty: 4320.794434
	Iteration 6Q: 3 clusters Score -549622.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -549813.062500 Penalty: 4320.794434
	Iteration 7Q: 3 clusters Score -549813.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -550009.875000 Penalty: 4320.794434
	Iteration 8Q: 3 clusters Score -550009.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -550247.187500 Penalty: 4320.794434
	Iteration 9Q: 3 clusters Score -550247.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -550455.875000 Penalty: 4320.794434
	Iteration 10Q: 3 clusters Score -550455.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -550616.750000 Penalty: 4320.794434
	Iteration 11Q: 3 clusters Score -550616.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -550731.375000 Penalty: 4320.794434
	Iteration 12Q: 3 clusters Score -550731.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -550814.937500 Penalty: 4320.794434
	Iteration 13Q: 3 clusters Score -550814.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -550866.437500 Penalty: 4320.794434
	Iteration 14Q: 3 clusters Score -550866.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -550902.812500 Penalty: 4320.794434
	Iteration 15Q: 3 clusters Score -550902.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -550931.562500 Penalty: 4320.794434
	Iteration 16Q: 3 clusters Score -550931.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -550953.687500 Penalty: 4320.794434
	Iteration 17Q: 3 clusters Score -550953.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -550971.125000 Penalty: 4320.794434
	Iteration 18Q: 3 clusters Score -550971.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -550979.250000 Penalty: 4320.794434
	Iteration 19Q: 3 clusters Score -550979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -550986.500000 Penalty: 4320.794434
	Iteration 20F: 3 clusters Score -550986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -550991.937500 Penalty: 4320.794434
	Iteration 21Q: 3 clusters Score -550991.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -550997.375000 Penalty: 4320.794434
	Iteration 22Q: 3 clusters Score -550997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -550997.812500 Penalty: 4320.794434
	Iteration 23Q: 3 clusters Score -550997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -551000.875000 Penalty: 4320.794434
	Iteration 24Q: 3 clusters Score -551000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -551003.562500 Penalty: 4320.794434
	Iteration 25Q: 3 clusters Score -551003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -551007.625000 Penalty: 4320.794434
	Iteration 26Q: 3 clusters Score -551007.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -551010.562500 Penalty: 4320.794434
	Iteration 27Q: 3 clusters Score -551010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -551013.000000 Penalty: 4320.794434
	Iteration 28Q: 3 clusters Score -551013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -551016.125000 Penalty: 4320.794434
	Iteration 29Q: 3 clusters Score -551016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -551015.125000 Penalty: 4320.794434
	Iteration 30Q: 3 clusters Score -551015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -551015.125000 Penalty: 4320.794434
	Iteration 31Q: 3 clusters Score -551015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -551017.062500 Penalty: 4320.794434
	Iteration 32Q: 3 clusters Score -551017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -551017.312500 Penalty: 4320.794434
	Iteration 33Q: 3 clusters Score -551017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -551017.125000 Penalty: 4320.794434
	Iteration 34Q: 3 clusters Score -551017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -551017.375000 Penalty: 4320.794434
	Iteration 35Q: 3 clusters Score -551017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -551017.375000 Penalty: 4320.794434
	Iteration 36F: 3 clusters Score -551017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -341896.437500 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -341896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -338401.593750 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -338401.6 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -339121.187500 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -339121.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -339283.156250 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -339283.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -339396.562500 Penalty: 4030.019287
	Iteration 3Q: 3 clusters Score -339396.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -339476.718750 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -339476.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -339533.437500 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -339533.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -339576.406250 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -339576.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -339612.843750 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -339612.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -339640.968750 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -339641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -339663.500000 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -339663.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -339685.687500 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -339685.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -339710.062500 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -339710.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -339736.906250 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -339736.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -339762.062500 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -339762.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -339777.718750 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -339777.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -339794.656250 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -339794.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -339807.468750 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -339807.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -339824.125000 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -339824.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -339840.687500 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -339840.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -339853.781250 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -339853.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -339864.062500 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -339864.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -339871.906250 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -339871.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -339883.375000 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -339883.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -339889.625000 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -339889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -339895.718750 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -339895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -339904.156250 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -339904.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -339912.687500 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -339912.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -339919.125000 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -339919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -339926.375000 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -339926.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -339936.625000 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -339936.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -339947.312500 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -339947.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -339959.156250 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -339959.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -339966.906250 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -339966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -339973.031250 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -339973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -339982.093750 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -339982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -339990.625000 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -339990.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -340002.250000 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -340002.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -340008.500000 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -340008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -340013.375000 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -340013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -340018.218750 Penalty: 4030.019287
	Iteration 39Q: 3 clusters Score -340018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -340019.750000 Penalty: 4030.019287
	Iteration 40F: 3 clusters Score -340019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -340023.187500 Penalty: 4030.019287
	Iteration 41Q: 3 clusters Score -340023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -340023.875000 Penalty: 4030.019287
	Iteration 42Q: 3 clusters Score -340023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -340025.562500 Penalty: 4030.019287
	Iteration 43Q: 3 clusters Score -340025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -340028.875000 Penalty: 4030.019287
	Iteration 44Q: 3 clusters Score -340028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -340031.093750 Penalty: 4030.019287
	Iteration 45Q: 3 clusters Score -340031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -340031.343750 Penalty: 4030.019287
	Iteration 46Q: 3 clusters Score -340031.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -340031.343750 Penalty: 4030.019287
	Iteration 47F: 3 clusters Score -340031.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -467176.218750 Penalty: 2118.629639
	Iteration 0F: 2 clusters Score -467176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -462618.531250 Penalty: 4237.259277
	Iteration 0F: 3 clusters Score -462618.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -463724.875000 Penalty: 4237.259277
	Iteration 1F: 3 clusters Score -463724.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -464038.531250 Penalty: 4237.259277
	Iteration 2F: 3 clusters Score -464038.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -464363.281250 Penalty: 4237.259277
	Iteration 3F: 3 clusters Score -464363.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -464717.687500 Penalty: 4237.259277
	Iteration 4F: 3 clusters Score -464717.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -465096.531250 Penalty: 4237.259277
	Iteration 5F: 3 clusters Score -465096.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -465390.687500 Penalty: 4237.259277
	Iteration 6F: 3 clusters Score -465390.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -465623.218750 Penalty: 4237.259277
	Iteration 7Q: 3 clusters Score -465623.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -465772.531250 Penalty: 4237.259277
	Iteration 8Q: 3 clusters Score -465772.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -465863.000000 Penalty: 4237.259277
	Iteration 9Q: 3 clusters Score -465863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -465922.343750 Penalty: 4237.259277
	Iteration 10Q: 3 clusters Score -465922.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -465968.593750 Penalty: 4237.259277
	Iteration 11Q: 3 clusters Score -465968.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -466005.781250 Penalty: 4237.259277
	Iteration 12Q: 3 clusters Score -466005.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -466027.125000 Penalty: 4237.259277
	Iteration 13Q: 3 clusters Score -466027.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -466043.968750 Penalty: 4237.259277
	Iteration 14Q: 3 clusters Score -466044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -466058.125000 Penalty: 4237.259277
	Iteration 15Q: 3 clusters Score -466058.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -466072.625000 Penalty: 4237.259277
	Iteration 16Q: 3 clusters Score -466072.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -466081.718750 Penalty: 4237.259277
	Iteration 17Q: 3 clusters Score -466081.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -466086.562500 Penalty: 4237.259277
	Iteration 18Q: 3 clusters Score -466086.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -466092.562500 Penalty: 4237.259277
	Iteration 19Q: 3 clusters Score -466092.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -466098.062500 Penalty: 4237.259277
	Iteration 20F: 3 clusters Score -466098.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -466101.843750 Penalty: 4237.259277
	Iteration 21Q: 3 clusters Score -466101.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -466108.593750 Penalty: 4237.259277
	Iteration 22Q: 3 clusters Score -466108.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -466113.375000 Penalty: 4237.259277
	Iteration 23Q: 3 clusters Score -466113.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -466119.156250 Penalty: 4237.259277
	Iteration 24Q: 3 clusters Score -466119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -466120.812500 Penalty: 4237.259277
	Iteration 25Q: 3 clusters Score -466120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -466124.062500 Penalty: 4237.259277
	Iteration 26Q: 3 clusters Score -466124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -466127.781250 Penalty: 4237.259277
	Iteration 27Q: 3 clusters Score -466127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -466133.718750 Penalty: 4237.259277
	Iteration 28Q: 3 clusters Score -466133.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -466137.468750 Penalty: 4237.259277
	Iteration 29Q: 3 clusters Score -466137.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -466143.906250 Penalty: 4237.259277
	Iteration 30Q: 3 clusters Score -466143.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -466150.031250 Penalty: 4237.259277
	Iteration 31Q: 3 clusters Score -466150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -466156.156250 Penalty: 4237.259277
	Iteration 32Q: 3 clusters Score -466156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -466162.906250 Penalty: 4237.259277
	Iteration 33Q: 3 clusters Score -466162.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -466173.125000 Penalty: 4237.259277
	Iteration 34Q: 3 clusters Score -466173.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -466177.562500 Penalty: 4237.259277
	Iteration 35Q: 3 clusters Score -466177.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -466183.781250 Penalty: 4237.259277
	Iteration 36Q: 3 clusters Score -466183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -466188.343750 Penalty: 4237.259277
	Iteration 37Q: 3 clusters Score -466188.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -466193.406250 Penalty: 4237.259277
	Iteration 38Q: 3 clusters Score -466193.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -466199.375000 Penalty: 4237.259277
	Iteration 39Q: 3 clusters Score -466199.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -466204.406250 Penalty: 4237.259277
	Iteration 40F: 3 clusters Score -466204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466208.812500 Penalty: 4237.259277
	Iteration 41Q: 3 clusters Score -466208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -466212.593750 Penalty: 4237.259277
	Iteration 42Q: 3 clusters Score -466212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -466220.468750 Penalty: 4237.259277
	Iteration 43Q: 3 clusters Score -466220.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -466226.375000 Penalty: 4237.259277
	Iteration 44Q: 3 clusters Score -466226.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -466238.031250 Penalty: 4237.259277
	Iteration 45Q: 3 clusters Score -466238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -466251.312500 Penalty: 4237.259277
	Iteration 46Q: 3 clusters Score -466251.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -466273.875000 Penalty: 4237.259277
	Iteration 47Q: 3 clusters Score -466273.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -466301.093750 Penalty: 4237.259277
	Iteration 48Q: 3 clusters Score -466301.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -466319.500000 Penalty: 4237.259277
	Iteration 49Q: 3 clusters Score -466319.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -466335.281250 Penalty: 4237.259277
	Iteration 50Q: 3 clusters Score -466335.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -466342.031250 Penalty: 4237.259277
	Iteration 51Q: 3 clusters Score -466342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -466346.281250 Penalty: 4237.259277
	Iteration 52Q: 3 clusters Score -466346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -466349.937500 Penalty: 4237.259277
	Iteration 53Q: 3 clusters Score -466349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -466354.531250 Penalty: 4237.259277
	Iteration 54Q: 3 clusters Score -466354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -466356.937500 Penalty: 4237.259277
	Iteration 55Q: 3 clusters Score -466356.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -466357.593750 Penalty: 4237.259277
	Iteration 56Q: 3 clusters Score -466357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -466359.562500 Penalty: 4237.259277
	Iteration 57Q: 3 clusters Score -466359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -466361.875000 Penalty: 4237.259277
	Iteration 58Q: 3 clusters Score -466361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -466362.875000 Penalty: 4237.259277
	Iteration 59Q: 3 clusters Score -466362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -466365.843750 Penalty: 4237.259277
	Iteration 60F: 3 clusters Score -466365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -466366.593750 Penalty: 4237.259277
	Iteration 61Q: 3 clusters Score -466366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -466366.593750 Penalty: 4237.259277
	Iteration 62F: 3 clusters Score -466366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (101870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Entering Unmasked Estep 
Score: -9905541.000000 Penalty: 2859.800293
	Iteration 0F: 2 clusters Score -9905541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9837067.000000 Penalty: 5719.600586
	Iteration 0F: 3 clusters Score -9837067 nChanged 48297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -9865587.000000 Penalty: 5719.600586
	Iteration 1F: 3 clusters Score -9865587 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9867112.000000 Penalty: 5719.600586
	Iteration 2Q: 3 clusters Score -9867112 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9869023.000000 Penalty: 5719.600586
	Iteration 3Q: 3 clusters Score -9869023 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -9871496.000000 Penalty: 5719.600586
	Iteration 4F: 3 clusters Score -9871496 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -9874257.000000 Penalty: 5719.600586
	Iteration 5F: 3 clusters Score -9874257 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -9877433.000000 Penalty: 5719.600586
	Iteration 6F: 3 clusters Score -9877433 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -9880666.000000 Penalty: 5719.600586
	Iteration 7F: 3 clusters Score -9880666 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -9883927.000000 Penalty: 5719.600586
	Iteration 8F: 3 clusters Score -9883927 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -9886867.000000 Penalty: 5719.600586
	Iteration 9Q: 3 clusters Score -9886867 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -9889280.000000 Penalty: 5719.600586
	Iteration 10Q: 3 clusters Score -9889280 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -9891220.000000 Penalty: 5719.600586
	Iteration 11Q: 3 clusters Score -9891220 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -9892679.000000 Penalty: 5719.600586
	Iteration 12Q: 3 clusters Score -9892679 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -9894081.000000 Penalty: 5719.600586
	Iteration 13Q: 3 clusters Score -9894081 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -9895291.000000 Penalty: 5719.600586
	Iteration 14Q: 3 clusters Score -9895291 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -9896405.000000 Penalty: 5719.600586
	Iteration 15Q: 3 clusters Score -9896405 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -9897456.000000 Penalty: 5719.600586
	Iteration 16Q: 3 clusters Score -9897456 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -9898317.000000 Penalty: 5719.600586
	Iteration 17Q: 3 clusters Score -9898317 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -9899231.000000 Penalty: 5719.600586
	Iteration 18Q: 3 clusters Score -9899231 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -9900137.000000 Penalty: 5719.600586
	Iteration 19Q: 3 clusters Score -9900137 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -9900929.000000 Penalty: 5719.600586
	Iteration 20F: 3 clusters Score -9900929 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -9901605.000000 Penalty: 5719.600586
	Iteration 21Q: 3 clusters Score -9901605 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9902192.000000 Penalty: 5719.600586
	Iteration 22Q: 3 clusters Score -9902192 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -9902681.000000 Penalty: 5719.600586
	Iteration 23Q: 3 clusters Score -9902681 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9903013.000000 Penalty: 5719.600586
	Iteration 24Q: 3 clusters Score -9903013 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9903329.000000 Penalty: 5719.600586
	Iteration 25Q: 3 clusters Score -9903329 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9903544.000000 Penalty: 5719.600586
	Iteration 26Q: 3 clusters Score -9903544 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9903803.000000 Penalty: 5719.600586
	Iteration 27Q: 3 clusters Score -9903803 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9903979.000000 Penalty: 5719.600586
	Iteration 28Q: 3 clusters Score -9903979 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9904139.000000 Penalty: 5719.600586
	Iteration 29Q: 3 clusters Score -9904139 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9904310.000000 Penalty: 5719.600586
	Iteration 30Q: 3 clusters Score -9904310 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9904486.000000 Penalty: 5719.600586
	Iteration 31Q: 3 clusters Score -9904486 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9904663.000000 Penalty: 5719.600586
	Iteration 32Q: 3 clusters Score -9904663 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9904762.000000 Penalty: 5719.600586
	Iteration 33Q: 3 clusters Score -9904762 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9904826.000000 Penalty: 5719.600586
	Iteration 34Q: 3 clusters Score -9904826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9904856.000000 Penalty: 5719.600586
	Iteration 35Q: 3 clusters Score -9904856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9904883.000000 Penalty: 5719.600586
	Iteration 36Q: 3 clusters Score -9904883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9904911.000000 Penalty: 5719.600586
	Iteration 37Q: 3 clusters Score -9904911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9904910.000000 Penalty: 5719.600586
	Iteration 38Q: 3 clusters Score -9904910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9904919.000000 Penalty: 5719.600586
	Iteration 39Q: 3 clusters Score -9904919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9905107.000000 Penalty: 5719.600586
	Iteration 40F: 3 clusters Score -9905107 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9905251.000000 Penalty: 5719.600586
	Iteration 41Q: 3 clusters Score -9905251 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9905381.000000 Penalty: 5719.600586
	Iteration 42Q: 3 clusters Score -9905381 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9905492.000000 Penalty: 5719.600586
	Iteration 43Q: 3 clusters Score -9905492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9905599.000000 Penalty: 5719.600586
	Iteration 44Q: 3 clusters Score -9905599 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9905652.000000 Penalty: 5719.600586
	Iteration 45Q: 3 clusters Score -9905652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9905705.000000 Penalty: 5719.600586
	Iteration 46Q: 3 clusters Score -9905705 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9905723.000000 Penalty: 5719.600586
	Iteration 47Q: 3 clusters Score -9905723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9905763.000000 Penalty: 5719.600586
	Iteration 48Q: 3 clusters Score -9905763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9905764.000000 Penalty: 5719.600586
	Iteration 49Q: 3 clusters Score -9905764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9905797.000000 Penalty: 5719.600586
	Iteration 50Q: 3 clusters Score -9905797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9905803.000000 Penalty: 5719.600586
	Iteration 51Q: 3 clusters Score -9905803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9905814.000000 Penalty: 5719.600586
	Iteration 52Q: 3 clusters Score -9905814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9905817.000000 Penalty: 5719.600586
	Iteration 53Q: 3 clusters Score -9905817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9905825.000000 Penalty: 5719.600586
	Iteration 54Q: 3 clusters Score -9905825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9905827.000000 Penalty: 5719.600586
	Iteration 55Q: 3 clusters Score -9905827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9905830.000000 Penalty: 5719.600586
	Iteration 56Q: 3 clusters Score -9905830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -9905831.000000 Penalty: 5719.600586
	Iteration 57Q: 3 clusters Score -9905831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9905839.000000 Penalty: 5719.600586
	Iteration 58Q: 3 clusters Score -9905839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9905838.000000 Penalty: 5719.600586
	Iteration 59Q: 3 clusters Score -9905838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9905851.000000 Penalty: 5719.600586
	Iteration 60F: 3 clusters Score -9905851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9905866.000000 Penalty: 5719.600586
	Iteration 61Q: 3 clusters Score -9905866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9905868.000000 Penalty: 5719.600586
	Iteration 62Q: 3 clusters Score -9905868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9905881.000000 Penalty: 5719.600586
	Iteration 63Q: 3 clusters Score -9905881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9905877.000000 Penalty: 5719.600586
	Iteration 64Q: 3 clusters Score -9905877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -9905875.000000 Penalty: 5719.600586
	Iteration 65Q: 3 clusters Score -9905875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9905879.000000 Penalty: 5719.600586
	Iteration 66Q: 3 clusters Score -9905879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9905881.000000 Penalty: 5719.600586
	Iteration 67Q: 3 clusters Score -9905881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -9905880.000000 Penalty: 5719.600586
	Iteration 68Q: 3 clusters Score -9905880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9905881.000000 Penalty: 5719.600586
	Iteration 69Q: 3 clusters Score -9905881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -9905891.000000 Penalty: 5719.600586
	Iteration 70Q: 3 clusters Score -9905891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9905903.000000 Penalty: 5719.600586
	Iteration 71Q: 3 clusters Score -9905903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9905905.000000 Penalty: 5719.600586
	Iteration 72Q: 3 clusters Score -9905905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9905905.000000 Penalty: 5719.600586
	Iteration 73Q: 3 clusters Score -9905905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9905909.000000 Penalty: 5719.600586
	Iteration 74Q: 3 clusters Score -9905909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9905910.000000 Penalty: 5719.600586
	Iteration 75Q: 3 clusters Score -9905910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9905920.000000 Penalty: 5719.600586
	Iteration 76Q: 3 clusters Score -9905920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9905919.000000 Penalty: 5719.600586
	Iteration 77Q: 3 clusters Score -9905919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -9905914.000000 Penalty: 5719.600586
	Iteration 78Q: 3 clusters Score -9905914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9905924.000000 Penalty: 5719.600586
	Iteration 79Q: 3 clusters Score -9905924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9905922.000000 Penalty: 5719.600586
	Iteration 80F: 3 clusters Score -9905922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9905918.000000 Penalty: 5719.600586
	Iteration 81Q: 3 clusters Score -9905918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9905921.000000 Penalty: 5719.600586
	Iteration 82Q: 3 clusters Score -9905921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9905917.000000 Penalty: 5719.600586
	Iteration 83Q: 3 clusters Score -9905917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9905918.000000 Penalty: 5719.600586
	Iteration 84Q: 3 clusters Score -9905918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9905922.000000 Penalty: 5719.600586
	Iteration 85Q: 3 clusters Score -9905922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9905922.000000 Penalty: 5719.600586
	Iteration 86F: 3 clusters Score -9905922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39795 members 
Mstep: Class 5 contains 61185 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24996 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15885 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6071 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 99048 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15495 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 2822 members 
Entering Unmasked Estep 
Score: -58912756.000000 Penalty: 158889.593750
Splitting cluster 36 changes total score from -58912688.000000 to -58912756.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 37 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -508293.281250 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -508293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -503461.406250 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -503461.4 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -504624.156250 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -504624.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -504844.968750 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -504845 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -504979.093750 Penalty: 4268.907715
	Iteration 3Q: 3 clusters Score -504979.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -505100.281250 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -505100.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -505217.875000 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -505217.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -505344.718750 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -505344.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -505473.718750 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -505473.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -505605.281250 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -505605.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -505764.562500 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -505764.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -505950.781250 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -505950.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -506148.718750 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -506148.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -506318.843750 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -506318.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -506428.468750 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -506428.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -506523.781250 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -506523.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -506601.531250 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -506601.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -506651.937500 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -506651.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -506689.343750 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -506689.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -506718.750000 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -506718.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -506747.656250 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -506747.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -506768.718750 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -506768.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -506783.187500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -506783.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -506795.937500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -506795.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -506806.718750 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -506806.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -506814.375000 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -506814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -506818.968750 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -506819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -506822.562500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -506822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -506827.562500 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -506827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -506830.593750 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -506830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -506838.562500 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -506838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -506844.093750 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -506844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -506849.562500 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -506849.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -506855.093750 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -506855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -506856.687500 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -506856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -506856.687500 Penalty: 4268.907715
	Iteration 34F: 3 clusters Score -506856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -621792.625000 Penalty: 2165.891357
	Iteration 0F: 2 clusters Score -621792.6 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 3077 members 
Entering Unmasked Estep 
Score: -616520.812500 Penalty: 4331.782715
	Iteration 0F: 3 clusters Score -616520.8 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -617899.937500 Penalty: 4331.782715
	Iteration 1F: 3 clusters Score -617899.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -618149.687500 Penalty: 4331.782715
	Iteration 2F: 3 clusters Score -618149.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -618288.437500 Penalty: 4331.782715
	Iteration 3Q: 3 clusters Score -618288.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -618372.125000 Penalty: 4331.782715
	Iteration 4Q: 3 clusters Score -618372.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -618428.625000 Penalty: 4331.782715
	Iteration 5Q: 3 clusters Score -618428.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -618477.937500 Penalty: 4331.782715
	Iteration 6Q: 3 clusters Score -618477.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -618524.437500 Penalty: 4331.782715
	Iteration 7Q: 3 clusters Score -618524.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -618557.750000 Penalty: 4331.782715
	Iteration 8Q: 3 clusters Score -618557.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -618591.812500 Penalty: 4331.782715
	Iteration 9Q: 3 clusters Score -618591.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -618626.562500 Penalty: 4331.782715
	Iteration 10Q: 3 clusters Score -618626.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -618658.875000 Penalty: 4331.782715
	Iteration 11Q: 3 clusters Score -618658.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -618690.500000 Penalty: 4331.782715
	Iteration 12Q: 3 clusters Score -618690.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -618715.187500 Penalty: 4331.782715
	Iteration 13Q: 3 clusters Score -618715.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -618729.375000 Penalty: 4331.782715
	Iteration 14Q: 3 clusters Score -618729.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -618742.875000 Penalty: 4331.782715
	Iteration 15Q: 3 clusters Score -618742.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -618754.125000 Penalty: 4331.782715
	Iteration 16Q: 3 clusters Score -618754.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -618770.000000 Penalty: 4331.782715
	Iteration 17Q: 3 clusters Score -618770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -618789.562500 Penalty: 4331.782715
	Iteration 18Q: 3 clusters Score -618789.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -618813.250000 Penalty: 4331.782715
	Iteration 19Q: 3 clusters Score -618813.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -618829.500000 Penalty: 4331.782715
	Iteration 20F: 3 clusters Score -618829.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -618840.125000 Penalty: 4331.782715
	Iteration 21Q: 3 clusters Score -618840.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -618855.312500 Penalty: 4331.782715
	Iteration 22Q: 3 clusters Score -618855.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -618874.500000 Penalty: 4331.782715
	Iteration 23Q: 3 clusters Score -618874.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -618898.625000 Penalty: 4331.782715
	Iteration 24Q: 3 clusters Score -618898.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -618923.062500 Penalty: 4331.782715
	Iteration 25Q: 3 clusters Score -618923.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -618959.250000 Penalty: 4331.782715
	Iteration 26Q: 3 clusters Score -618959.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -618992.625000 Penalty: 4331.782715
	Iteration 27Q: 3 clusters Score -618992.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -619037.062500 Penalty: 4331.782715
	Iteration 28Q: 3 clusters Score -619037.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -619090.250000 Penalty: 4331.782715
	Iteration 29Q: 3 clusters Score -619090.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -619139.437500 Penalty: 4331.782715
	Iteration 30Q: 3 clusters Score -619139.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -619197.000000 Penalty: 4331.782715
	Iteration 31Q: 3 clusters Score -619197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -619267.750000 Penalty: 4331.782715
	Iteration 32Q: 3 clusters Score -619267.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -619339.937500 Penalty: 4331.782715
	Iteration 33Q: 3 clusters Score -619339.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -619411.562500 Penalty: 4331.782715
	Iteration 34Q: 3 clusters Score -619411.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -619481.875000 Penalty: 4331.782715
	Iteration 35Q: 3 clusters Score -619481.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -619555.250000 Penalty: 4331.782715
	Iteration 36Q: 3 clusters Score -619555.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -619627.000000 Penalty: 4331.782715
	Iteration 37Q: 3 clusters Score -619627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -619688.687500 Penalty: 4331.782715
	Iteration 38Q: 3 clusters Score -619688.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -619733.125000 Penalty: 4331.782715
	Iteration 39Q: 3 clusters Score -619733.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -619768.937500 Penalty: 4331.782715
	Iteration 40F: 3 clusters Score -619768.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -619806.937500 Penalty: 4331.782715
	Iteration 41Q: 3 clusters Score -619806.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -619847.875000 Penalty: 4331.782715
	Iteration 42Q: 3 clusters Score -619847.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -619878.687500 Penalty: 4331.782715
	Iteration 43Q: 3 clusters Score -619878.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -619901.375000 Penalty: 4331.782715
	Iteration 44Q: 3 clusters Score -619901.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -619917.750000 Penalty: 4331.782715
	Iteration 45Q: 3 clusters Score -619917.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -619933.312500 Penalty: 4331.782715
	Iteration 46Q: 3 clusters Score -619933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -619940.125000 Penalty: 4331.782715
	Iteration 47Q: 3 clusters Score -619940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -619944.125000 Penalty: 4331.782715
	Iteration 48Q: 3 clusters Score -619944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -619951.500000 Penalty: 4331.782715
	Iteration 49Q: 3 clusters Score -619951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -619955.250000 Penalty: 4331.782715
	Iteration 50Q: 3 clusters Score -619955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -619965.187500 Penalty: 4331.782715
	Iteration 51Q: 3 clusters Score -619965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -619970.062500 Penalty: 4331.782715
	Iteration 52Q: 3 clusters Score -619970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -619975.312500 Penalty: 4331.782715
	Iteration 53Q: 3 clusters Score -619975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -619976.125000 Penalty: 4331.782715
	Iteration 54Q: 3 clusters Score -619976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -619977.750000 Penalty: 4331.782715
	Iteration 55Q: 3 clusters Score -619977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -619977.750000 Penalty: 4331.782715
	Iteration 56F: 3 clusters Score -619977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (55664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Entering Unmasked Estep 
Score: -5609648.000000 Penalty: 2709.917969
	Iteration 0F: 2 clusters Score -5609648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5572097.000000 Penalty: 5419.835938
	Iteration 0F: 3 clusters Score -5572097 nChanged 25923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -5586487.000000 Penalty: 5419.835938
	Iteration 1F: 3 clusters Score -5586487 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5587164.000000 Penalty: 5419.835938
	Iteration 2Q: 3 clusters Score -5587164 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5588127.500000 Penalty: 5419.835938
	Iteration 3Q: 3 clusters Score -5588128 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5589438.500000 Penalty: 5419.835938
	Iteration 4F: 3 clusters Score -5589438 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5591220.500000 Penalty: 5419.835938
	Iteration 5F: 3 clusters Score -5591220 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -5593280.000000 Penalty: 5419.835938
	Iteration 6F: 3 clusters Score -5593280 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -5595503.500000 Penalty: 5419.835938
	Iteration 7F: 3 clusters Score -5595504 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -5597565.500000 Penalty: 5419.835938
	Iteration 8F: 3 clusters Score -5597566 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -5599449.500000 Penalty: 5419.835938
	Iteration 9F: 3 clusters Score -5599450 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5601139.000000 Penalty: 5419.835938
	Iteration 10Q: 3 clusters Score -5601139 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -5602777.500000 Penalty: 5419.835938
	Iteration 11Q: 3 clusters Score -5602778 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -5604172.500000 Penalty: 5419.835938
	Iteration 12Q: 3 clusters Score -5604172 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -5605327.500000 Penalty: 5419.835938
	Iteration 13Q: 3 clusters Score -5605328 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -5606188.500000 Penalty: 5419.835938
	Iteration 14Q: 3 clusters Score -5606188 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -5606691.500000 Penalty: 5419.835938
	Iteration 15Q: 3 clusters Score -5606692 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -5606961.000000 Penalty: 5419.835938
	Iteration 16Q: 3 clusters Score -5606961 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -5607084.500000 Penalty: 5419.835938
	Iteration 17Q: 3 clusters Score -5607084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -5607198.000000 Penalty: 5419.835938
	Iteration 18Q: 3 clusters Score -5607198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -5607278.500000 Penalty: 5419.835938
	Iteration 19Q: 3 clusters Score -5607278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -5607321.000000 Penalty: 5419.835938
	Iteration 20F: 3 clusters Score -5607321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -5607356.500000 Penalty: 5419.835938
	Iteration 21Q: 3 clusters Score -5607356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -5607392.000000 Penalty: 5419.835938
	Iteration 22Q: 3 clusters Score -5607392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -5607415.000000 Penalty: 5419.835938
	Iteration 23Q: 3 clusters Score -5607415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -5607437.000000 Penalty: 5419.835938
	Iteration 24Q: 3 clusters Score -5607437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -5607482.000000 Penalty: 5419.835938
	Iteration 25Q: 3 clusters Score -5607482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -5607539.000000 Penalty: 5419.835938
	Iteration 26Q: 3 clusters Score -5607539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -5607580.500000 Penalty: 5419.835938
	Iteration 27Q: 3 clusters Score -5607580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -5607600.500000 Penalty: 5419.835938
	Iteration 28Q: 3 clusters Score -5607600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -5607620.000000 Penalty: 5419.835938
	Iteration 29Q: 3 clusters Score -5607620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -5607630.000000 Penalty: 5419.835938
	Iteration 30Q: 3 clusters Score -5607630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -5607635.000000 Penalty: 5419.835938
	Iteration 31Q: 3 clusters Score -5607635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -5607637.500000 Penalty: 5419.835938
	Iteration 32Q: 3 clusters Score -5607638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -5607642.000000 Penalty: 5419.835938
	Iteration 33Q: 3 clusters Score -5607642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -5607644.000000 Penalty: 5419.835938
	Iteration 34Q: 3 clusters Score -5607644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -5607646.500000 Penalty: 5419.835938
	Iteration 35Q: 3 clusters Score -5607646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -5607650.000000 Penalty: 5419.835938
	Iteration 36Q: 3 clusters Score -5607650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -5607658.000000 Penalty: 5419.835938
	Iteration 37Q: 3 clusters Score -5607658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -5607656.500000 Penalty: 5419.835938
	Iteration 38Q: 3 clusters Score -5607656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -5607659.500000 Penalty: 5419.835938
	Iteration 39Q: 3 clusters Score -5607660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -5607663.500000 Penalty: 5419.835938
	Iteration 40F: 3 clusters Score -5607664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -5607664.500000 Penalty: 5419.835938
	Iteration 41Q: 3 clusters Score -5607664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -5607677.500000 Penalty: 5419.835938
	Iteration 42Q: 3 clusters Score -5607678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -5607683.500000 Penalty: 5419.835938
	Iteration 43Q: 3 clusters Score -5607684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -5607690.000000 Penalty: 5419.835938
	Iteration 44Q: 3 clusters Score -5607690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -5607691.000000 Penalty: 5419.835938
	Iteration 45Q: 3 clusters Score -5607691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -5607695.000000 Penalty: 5419.835938
	Iteration 46Q: 3 clusters Score -5607695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -5607701.000000 Penalty: 5419.835938
	Iteration 47Q: 3 clusters Score -5607701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -5607700.000000 Penalty: 5419.835938
	Iteration 48Q: 3 clusters Score -5607700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -5607703.000000 Penalty: 5419.835938
	Iteration 49Q: 3 clusters Score -5607703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -5607711.000000 Penalty: 5419.835938
	Iteration 50Q: 3 clusters Score -5607711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -5607711.500000 Penalty: 5419.835938
	Iteration 51Q: 3 clusters Score -5607712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -5607711.500000 Penalty: 5419.835938
	Iteration 52F: 3 clusters Score -5607712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Entering Unmasked Estep 
Score: -577419.187500 Penalty: 2166.609619
	Iteration 0F: 2 clusters Score -577419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -572298.437500 Penalty: 4333.219238
	Iteration 0F: 3 clusters Score -572298.4 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -574259.687500 Penalty: 4333.219238
	Iteration 1F: 3 clusters Score -574259.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -575016.687500 Penalty: 4333.219238
	Iteration 2F: 3 clusters Score -575016.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -575537.750000 Penalty: 4333.219238
	Iteration 3F: 3 clusters Score -575537.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -575906.187500 Penalty: 4333.219238
	Iteration 4F: 3 clusters Score -575906.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -576176.562500 Penalty: 4333.219238
	Iteration 5Q: 3 clusters Score -576176.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -576370.875000 Penalty: 4333.219238
	Iteration 6Q: 3 clusters Score -576370.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -576495.125000 Penalty: 4333.219238
	Iteration 7Q: 3 clusters Score -576495.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -576586.750000 Penalty: 4333.219238
	Iteration 8Q: 3 clusters Score -576586.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -576641.125000 Penalty: 4333.219238
	Iteration 9Q: 3 clusters Score -576641.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -576684.187500 Penalty: 4333.219238
	Iteration 10Q: 3 clusters Score -576684.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -576727.312500 Penalty: 4333.219238
	Iteration 11Q: 3 clusters Score -576727.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -576773.687500 Penalty: 4333.219238
	Iteration 12Q: 3 clusters Score -576773.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -576833.812500 Penalty: 4333.219238
	Iteration 13Q: 3 clusters Score -576833.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -576928.875000 Penalty: 4333.219238
	Iteration 14Q: 3 clusters Score -576928.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -577036.375000 Penalty: 4333.219238
	Iteration 15Q: 3 clusters Score -577036.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -577078.937500 Penalty: 4333.219238
	Iteration 16Q: 3 clusters Score -577078.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -577102.937500 Penalty: 4333.219238
	Iteration 17Q: 3 clusters Score -577102.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -577123.875000 Penalty: 4333.219238
	Iteration 18Q: 3 clusters Score -577123.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -577136.750000 Penalty: 4333.219238
	Iteration 19Q: 3 clusters Score -577136.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -577146.625000 Penalty: 4333.219238
	Iteration 20F: 3 clusters Score -577146.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -577158.500000 Penalty: 4333.219238
	Iteration 21Q: 3 clusters Score -577158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -577163.562500 Penalty: 4333.219238
	Iteration 22Q: 3 clusters Score -577163.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -577170.187500 Penalty: 4333.219238
	Iteration 23Q: 3 clusters Score -577170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -577172.125000 Penalty: 4333.219238
	Iteration 24Q: 3 clusters Score -577172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -577180.687500 Penalty: 4333.219238
	Iteration 25Q: 3 clusters Score -577180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -577185.187500 Penalty: 4333.219238
	Iteration 26Q: 3 clusters Score -577185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -577191.937500 Penalty: 4333.219238
	Iteration 27Q: 3 clusters Score -577191.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -577192.687500 Penalty: 4333.219238
	Iteration 28Q: 3 clusters Score -577192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -577195.375000 Penalty: 4333.219238
	Iteration 29Q: 3 clusters Score -577195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -577196.687500 Penalty: 4333.219238
	Iteration 30Q: 3 clusters Score -577196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -577198.875000 Penalty: 4333.219238
	Iteration 31Q: 3 clusters Score -577198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -577201.375000 Penalty: 4333.219238
	Iteration 32Q: 3 clusters Score -577201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -577201.500000 Penalty: 4333.219238
	Iteration 33Q: 3 clusters Score -577201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -577204.125000 Penalty: 4333.219238
	Iteration 34Q: 3 clusters Score -577204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -577206.625000 Penalty: 4333.219238
	Iteration 35Q: 3 clusters Score -577206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -577208.062500 Penalty: 4333.219238
	Iteration 36Q: 3 clusters Score -577208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -577209.562500 Penalty: 4333.219238
	Iteration 37Q: 3 clusters Score -577209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -577212.062500 Penalty: 4333.219238
	Iteration 38Q: 3 clusters Score -577212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -577213.812500 Penalty: 4333.219238
	Iteration 39Q: 3 clusters Score -577213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -577214.375000 Penalty: 4333.219238
	Iteration 40F: 3 clusters Score -577214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -382697.906250 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -382697.9 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 2079 members 
Entering Unmasked Estep 
Score: -378743.843750 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -378743.8 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -379731.281250 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -379731.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -380005.937500 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -380005.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -380258.843750 Penalty: 4128.630371
	Iteration 3F: 3 clusters Score -380258.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -380495.843750 Penalty: 4128.630371
	Iteration 4F: 3 clusters Score -380495.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -380711.781250 Penalty: 4128.630371
	Iteration 5F: 3 clusters Score -380711.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -380923.781250 Penalty: 4128.630371
	Iteration 6Q: 3 clusters Score -380923.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -381128.406250 Penalty: 4128.630371
	Iteration 7Q: 3 clusters Score -381128.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -381304.218750 Penalty: 4128.630371
	Iteration 8Q: 3 clusters Score -381304.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -381461.375000 Penalty: 4128.630371
	Iteration 9Q: 3 clusters Score -381461.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -381591.281250 Penalty: 4128.630371
	Iteration 10Q: 3 clusters Score -381591.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -381706.218750 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -381706.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -381775.125000 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -381775.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -381810.281250 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -381810.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -381839.218750 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -381839.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -381861.468750 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -381861.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -381883.687500 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -381883.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -381899.937500 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -381899.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381912.031250 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -381912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -381919.125000 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -381919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -381926.000000 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -381926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -381929.218750 Penalty: 4128.630371
	Iteration 21Q: 3 clusters Score -381929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -381935.156250 Penalty: 4128.630371
	Iteration 22Q: 3 clusters Score -381935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -381943.437500 Penalty: 4128.630371
	Iteration 23Q: 3 clusters Score -381943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -381948.531250 Penalty: 4128.630371
	Iteration 24Q: 3 clusters Score -381948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -381951.593750 Penalty: 4128.630371
	Iteration 25Q: 3 clusters Score -381951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -381954.718750 Penalty: 4128.630371
	Iteration 26Q: 3 clusters Score -381954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -381959.500000 Penalty: 4128.630371
	Iteration 27Q: 3 clusters Score -381959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -381967.750000 Penalty: 4128.630371
	Iteration 28Q: 3 clusters Score -381967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -381980.843750 Penalty: 4128.630371
	Iteration 29Q: 3 clusters Score -381980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -381993.906250 Penalty: 4128.630371
	Iteration 30Q: 3 clusters Score -381993.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -382012.718750 Penalty: 4128.630371
	Iteration 31Q: 3 clusters Score -382012.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -382029.312500 Penalty: 4128.630371
	Iteration 32Q: 3 clusters Score -382029.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -382036.812500 Penalty: 4128.630371
	Iteration 33Q: 3 clusters Score -382036.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -382044.031250 Penalty: 4128.630371
	Iteration 34Q: 3 clusters Score -382044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -382046.500000 Penalty: 4128.630371
	Iteration 35Q: 3 clusters Score -382046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -382048.593750 Penalty: 4128.630371
	Iteration 36Q: 3 clusters Score -382048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -382048.656250 Penalty: 4128.630371
	Iteration 37Q: 3 clusters Score -382048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -382048.656250 Penalty: 4128.630371
	Iteration 38F: 3 clusters Score -382048.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -404672.062500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -404672.1 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 2123 members 
Entering Unmasked Estep 
Score: -400568.062500 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -400568.1 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -401536.906250 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -401536.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -401823.906250 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -401823.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402065.812500 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -402065.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -402306.187500 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -402306.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -402564.437500 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -402564.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -402803.562500 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -402803.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -403011.468750 Penalty: 4154.198242
	Iteration 7F: 3 clusters Score -403011.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -403161.812500 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -403161.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -403262.687500 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -403262.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -403336.781250 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -403336.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -403385.125000 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -403385.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -403418.187500 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -403418.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -403440.656250 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -403440.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -403462.875000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -403462.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403483.437500 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -403483.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -403495.093750 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -403495.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -403499.281250 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -403499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -403506.375000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -403506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -403510.687500 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -403510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -403514.593750 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -403514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -403515.125000 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -403515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -403516.718750 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -403516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -403518.062500 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -403518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -403521.781250 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -403521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -403523.531250 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -403523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -403525.562500 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -403525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -403526.250000 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -403526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -403527.500000 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -403527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -403527.500000 Penalty: 4154.198242
	Iteration 29F: 3 clusters Score -403527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -238248.484375 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -238248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -235365.109375 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -235365.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -235919.687500 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -235919.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -236078.406250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -236078.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -236148.781250 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -236148.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -236199.281250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -236199.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -236244.203125 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -236244.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -236281.781250 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -236281.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -236329.203125 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -236329.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -236369.625000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -236369.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -236404.312500 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -236404.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -236434.906250 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -236434.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -236457.250000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -236457.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -236473.125000 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -236473.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -236485.968750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -236486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -236497.312500 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -236497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -236503.437500 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -236503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -236509.171875 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -236509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -236515.031250 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -236515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -236519.390625 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -236519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -236524.515625 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -236524.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -236528.171875 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -236528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -236530.296875 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -236530.3 nChanged 1
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: -236530.218750 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -236530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -236530.796875 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -236530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -236531.750000 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -236531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -236531.734375 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -236531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -236531.734375 Penalty: 3859.858887
	Iteration 26F: 3 clusters Score -236531.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1548613.500000 Penalty: 2392.771484
	Iteration 0F: 2 clusters Score -1548614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1537426.375000 Penalty: 4785.542969
	Iteration 0F: 3 clusters Score -1537426 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1540986.000000 Penalty: 4785.542969
	Iteration 1F: 3 clusters Score -1540986 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1541346.125000 Penalty: 4785.542969
	Iteration 2F: 3 clusters Score -1541346 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1541633.125000 Penalty: 4785.542969
	Iteration 3Q: 3 clusters Score -1541633 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1541876.500000 Penalty: 4785.542969
	Iteration 4Q: 3 clusters Score -1541876 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1542110.250000 Penalty: 4785.542969
	Iteration 5Q: 3 clusters Score -1542110 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1542332.750000 Penalty: 4785.542969
	Iteration 6Q: 3 clusters Score -1542333 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1542576.500000 Penalty: 4785.542969
	Iteration 7Q: 3 clusters Score -1542576 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1542880.125000 Penalty: 4785.542969
	Iteration 8Q: 3 clusters Score -1542880 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1543257.625000 Penalty: 4785.542969
	Iteration 9Q: 3 clusters Score -1543258 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1543635.000000 Penalty: 4785.542969
	Iteration 10Q: 3 clusters Score -1543635 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1544037.625000 Penalty: 4785.542969
	Iteration 11Q: 3 clusters Score -1544038 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1544426 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1544758 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1545052.500000 Penalty: 4785.542969
	Iteration 14Q: 3 clusters Score -1545052 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1545307.250000 Penalty: 4785.542969
	Iteration 15Q: 3 clusters Score -1545307 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1545474.750000 Penalty: 4785.542969
	Iteration 16Q: 3 clusters Score -1545475 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1545581.125000 Penalty: 4785.542969
	Iteration 17Q: 3 clusters Score -1545581 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1545667 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1545724.375000 Penalty: 4785.542969
	Iteration 19Q: 3 clusters Score -1545724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1545769.750000 Penalty: 4785.542969
	Iteration 20F: 3 clusters Score -1545770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1545811 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1545846.625000 Penalty: 4785.542969
	Iteration 22Q: 3 clusters Score -1545847 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1545880.500000 Penalty: 4785.542969
	Iteration 23Q: 3 clusters Score -1545880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1545890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1545906.750000 Penalty: 4785.542969
	Iteration 25Q: 3 clusters Score -1545907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1545920.125000 Penalty: 4785.542969
	Iteration 26Q: 3 clusters Score -1545920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1545941.375000 Penalty: 4785.542969
	Iteration 27Q: 3 clusters Score -1545941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1545948.500000 Penalty: 4785.542969
	Iteration 28Q: 3 clusters Score -1545948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1545955.250000 Penalty: 4785.542969
	Iteration 29Q: 3 clusters Score -1545955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1545966.125000 Penalty: 4785.542969
	Iteration 30Q: 3 clusters Score -1545966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1545975.250000 Penalty: 4785.542969
	Iteration 31Q: 3 clusters Score -1545975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1545982.750000 Penalty: 4785.542969
	Iteration 32Q: 3 clusters Score -1545983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1545997.125000 Penalty: 4785.542969
	Iteration 33Q: 3 clusters Score -1545997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1546001.750000 Penalty: 4785.542969
	Iteration 34Q: 3 clusters Score -1546002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1546009.625000 Penalty: 4785.542969
	Iteration 35Q: 3 clusters Score -1546010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1546019.625000 Penalty: 4785.542969
	Iteration 36Q: 3 clusters Score -1546020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1546023.875000 Penalty: 4785.542969
	Iteration 37Q: 3 clusters Score -1546024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1546028.000000 Penalty: 4785.542969
	Iteration 38Q: 3 clusters Score -1546028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1546035.500000 Penalty: 4785.542969
	Iteration 39Q: 3 clusters Score -1546036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1546041.375000 Penalty: 4785.542969
	Iteration 40F: 3 clusters Score -1546041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1546043.750000 Penalty: 4785.542969
	Iteration 41Q: 3 clusters Score -1546044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1546050.125000 Penalty: 4785.542969
	Iteration 42Q: 3 clusters Score -1546050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1546055.875000 Penalty: 4785.542969
	Iteration 43Q: 3 clusters Score -1546056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1546065.250000 Penalty: 4785.542969
	Iteration 44Q: 3 clusters Score -1546065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1546072.250000 Penalty: 4785.542969
	Iteration 45Q: 3 clusters Score -1546072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1546079.000000 Penalty: 4785.542969
	Iteration 46Q: 3 clusters Score -1546079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1546081.500000 Penalty: 4785.542969
	Iteration 47Q: 3 clusters Score -1546082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1546088.750000 Penalty: 4785.542969
	Iteration 48Q: 3 clusters Score -1546089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1546094.250000 Penalty: 4785.542969
	Iteration 49Q: 3 clusters Score -1546094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1546098.125000 Penalty: 4785.542969
	Iteration 50Q: 3 clusters Score -1546098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1546109.500000 Penalty: 4785.542969
	Iteration 51Q: 3 clusters Score -1546110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1546111.000000 Penalty: 4785.542969
	Iteration 52Q: 3 clusters Score -1546111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1546116.500000 Penalty: 4785.542969
	Iteration 53Q: 3 clusters Score -1546116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1546128.625000 Penalty: 4785.542969
	Iteration 54Q: 3 clusters Score -1546129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1546138.000000 Penalty: 4785.542969
	Iteration 55Q: 3 clusters Score -1546138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1546151.750000 Penalty: 4785.542969
	Iteration 56Q: 3 clusters Score -1546152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1546166.625000 Penalty: 4785.542969
	Iteration 57Q: 3 clusters Score -1546167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1546183.625000 Penalty: 4785.542969
	Iteration 58Q: 3 clusters Score -1546184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1546194.625000 Penalty: 4785.542969
	Iteration 59Q: 3 clusters Score -1546195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1546201.000000 Penalty: 4785.542969
	Iteration 60F: 3 clusters Score -1546201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1546207.375000 Penalty: 4785.542969
	Iteration 61Q: 3 clusters Score -1546207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1546215.625000 Penalty: 4785.542969
	Iteration 62Q: 3 clusters Score -1546216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1546230.000000 Penalty: 4785.542969
	Iteration 63Q: 3 clusters Score -1546230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1546238.500000 Penalty: 4785.542969
	Iteration 64Q: 3 clusters Score -1546238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1546247.250000 Penalty: 4785.542969
	Iteration 65Q: 3 clusters Score -1546247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1546247.250000 Penalty: 4785.542969
	Iteration 66Q: 3 clusters Score -1546247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1546250.125000 Penalty: 4785.542969
	Iteration 67Q: 3 clusters Score -1546250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1546256.125000 Penalty: 4785.542969
	Iteration 68Q: 3 clusters Score -1546256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1546263.625000 Penalty: 4785.542969
	Iteration 69Q: 3 clusters Score -1546264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1546260.500000 Penalty: 4785.542969
	Iteration 70Q: 3 clusters Score -1546260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1546265.250000 Penalty: 4785.542969
	Iteration 71Q: 3 clusters Score -1546265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1546268.500000 Penalty: 4785.542969
	Iteration 72Q: 3 clusters Score -1546268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1546271.375000 Penalty: 4785.542969
	Iteration 73Q: 3 clusters Score -1546271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1546276.000000 Penalty: 4785.542969
	Iteration 74Q: 3 clusters Score -1546276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1546275.625000 Penalty: 4785.542969
	Iteration 75Q: 3 clusters Score -1546276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1546276.250000 Penalty: 4785.542969
	Iteration 76Q: 3 clusters Score -1546276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1546279.625000 Penalty: 4785.542969
	Iteration 77Q: 3 clusters Score -1546280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1546282.250000 Penalty: 4785.542969
	Iteration 78Q: 3 clusters Score -1546282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1546286.875000 Penalty: 4785.542969
	Iteration 79Q: 3 clusters Score -1546287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1546294.250000 Penalty: 4785.542969
	Iteration 80F: 3 clusters Score -1546294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1546299.625000 Penalty: 4785.542969
	Iteration 81Q: 3 clusters Score -1546300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1546298.375000 Penalty: 4785.542969
	Iteration 82Q: 3 clusters Score -1546298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1546303.500000 Penalty: 4785.542969
	Iteration 83Q: 3 clusters Score -1546304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1546307.875000 Penalty: 4785.542969
	Iteration 84Q: 3 clusters Score -1546308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1546314.500000 Penalty: 4785.542969
	Iteration 85Q: 3 clusters Score -1546314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1546319.750000 Penalty: 4785.542969
	Iteration 86Q: 3 clusters Score -1546320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1546324.625000 Penalty: 4785.542969
	Iteration 87Q: 3 clusters Score -1546325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1546331.125000 Penalty: 4785.542969
	Iteration 88Q: 3 clusters Score -1546331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1546334.250000 Penalty: 4785.542969
	Iteration 89Q: 3 clusters Score -1546334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1546340.375000 Penalty: 4785.542969
	Iteration 90Q: 3 clusters Score -1546340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1546340.875000 Penalty: 4785.542969
	Iteration 91Q: 3 clusters Score -1546341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1546343.125000 Penalty: 4785.542969
	Iteration 92Q: 3 clusters Score -1546343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1546345.125000 Penalty: 4785.542969
	Iteration 93Q: 3 clusters Score -1546345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1546347.125000 Penalty: 4785.542969
	Iteration 94Q: 3 clusters Score -1546347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1546351.875000 Penalty: 4785.542969
	Iteration 95Q: 3 clusters Score -1546352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1546359.125000 Penalty: 4785.542969
	Iteration 96Q: 3 clusters Score -1546359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1546362.375000 Penalty: 4785.542969
	Iteration 97Q: 3 clusters Score -1546362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1546365.875000 Penalty: 4785.542969
	Iteration 98Q: 3 clusters Score -1546366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1546368.250000 Penalty: 4785.542969
	Iteration 99Q: 3 clusters Score -1546368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1546368.125000 Penalty: 4785.542969
	Iteration 100F: 3 clusters Score -1546368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1546367.750000 Penalty: 4785.542969
	Iteration 101Q: 3 clusters Score -1546368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1546374.250000 Penalty: 4785.542969
	Iteration 102Q: 3 clusters Score -1546374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1546372.625000 Penalty: 4785.542969
	Iteration 103Q: 3 clusters Score -1546373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1546376.750000 Penalty: 4785.542969
	Iteration 104Q: 3 clusters Score -1546377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1546376.750000 Penalty: 4785.542969
	Iteration 105Q: 3 clusters Score -1546377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1546376.750000 Penalty: 4785.542969
	Iteration 106Q: 3 clusters Score -1546377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1546377.250000 Penalty: 4785.542969
	Iteration 107Q: 3 clusters Score -1546377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1546381.750000 Penalty: 4785.542969
	Iteration 108Q: 3 clusters Score -1546382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1546384.125000 Penalty: 4785.542969
	Iteration 109Q: 3 clusters Score -1546384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1546384.375000 Penalty: 4785.542969
	Iteration 110Q: 3 clusters Score -1546384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1546383.375000 Penalty: 4785.542969
	Iteration 111Q: 3 clusters Score -1546383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1546382.250000 Penalty: 4785.542969
	Iteration 112Q: 3 clusters Score -1546382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1546382.875000 Penalty: 4785.542969
	Iteration 113Q: 3 clusters Score -1546383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1546382.500000 Penalty: 4785.542969
	Iteration 114Q: 3 clusters Score -1546382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1546385.500000 Penalty: 4785.542969
	Iteration 115Q: 3 clusters Score -1546386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1546385.625000 Penalty: 4785.542969
	Iteration 116Q: 3 clusters Score -1546386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1546387.125000 Penalty: 4785.542969
	Iteration 117Q: 3 clusters Score -1546387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1546389.375000 Penalty: 4785.542969
	Iteration 118Q: 3 clusters Score -1546389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1546391.000000 Penalty: 4785.542969
	Iteration 119Q: 3 clusters Score -1546391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1546390.500000 Penalty: 4785.542969
	Iteration 120F: 3 clusters Score -1546390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1546393.250000 Penalty: 4785.542969
	Iteration 121Q: 3 clusters Score -1546393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1546391.375000 Penalty: 4785.542969
	Iteration 122Q: 3 clusters Score -1546391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1546393.250000 Penalty: 4785.542969
	Iteration 123Q: 3 clusters Score -1546393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1546392.000000 Penalty: 4785.542969
	Iteration 124Q: 3 clusters Score -1546392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1546394.000000 Penalty: 4785.542969
	Iteration 125Q: 3 clusters Score -1546394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1546394.750000 Penalty: 4785.542969
	Iteration 126Q: 3 clusters Score -1546395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1546398.125000 Penalty: 4785.542969
	Iteration 127Q: 3 clusters Score -1546398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1546397.875000 Penalty: 4785.542969
	Iteration 128Q: 3 clusters Score -1546398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1546400.250000 Penalty: 4785.542969
	Iteration 129Q: 3 clusters Score -1546400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1546399.375000 Penalty: 4785.542969
	Iteration 130Q: 3 clusters Score -1546399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1546399.375000 Penalty: 4785.542969
	Iteration 131F: 3 clusters Score -1546399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -314663.406250 Penalty: 2015.449829
	Iteration 0F: 2 clusters Score -314663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -311145.562500 Penalty: 4030.899658
	Iteration 0F: 3 clusters Score -311145.6 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -311961.437500 Penalty: 4030.899658
	Iteration 1F: 3 clusters Score -311961.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -312177.968750 Penalty: 4030.899658
	Iteration 2F: 3 clusters Score -312178 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -312312.656250 Penalty: 4030.899658
	Iteration 3F: 3 clusters Score -312312.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -312440.937500 Penalty: 4030.899658
	Iteration 4Q: 3 clusters Score -312440.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -312579.187500 Penalty: 4030.899658
	Iteration 5Q: 3 clusters Score -312579.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -312686.875000 Penalty: 4030.899658
	Iteration 6Q: 3 clusters Score -312686.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -312757.312500 Penalty: 4030.899658
	Iteration 7Q: 3 clusters Score -312757.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -312810.062500 Penalty: 4030.899658
	Iteration 8Q: 3 clusters Score -312810.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -312851.812500 Penalty: 4030.899658
	Iteration 9Q: 3 clusters Score -312851.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -312885.812500 Penalty: 4030.899658
	Iteration 10Q: 3 clusters Score -312885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -312925.468750 Penalty: 4030.899658
	Iteration 11Q: 3 clusters Score -312925.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -312951.781250 Penalty: 4030.899658
	Iteration 12Q: 3 clusters Score -312951.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -312974.875000 Penalty: 4030.899658
	Iteration 13Q: 3 clusters Score -312974.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -312991.656250 Penalty: 4030.899658
	Iteration 14Q: 3 clusters Score -312991.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -313005.343750 Penalty: 4030.899658
	Iteration 15Q: 3 clusters Score -313005.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -313017.468750 Penalty: 4030.899658
	Iteration 16Q: 3 clusters Score -313017.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -313027.843750 Penalty: 4030.899658
	Iteration 17Q: 3 clusters Score -313027.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -313044.843750 Penalty: 4030.899658
	Iteration 18Q: 3 clusters Score -313044.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -313056.406250 Penalty: 4030.899658
	Iteration 19Q: 3 clusters Score -313056.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -313065.187500 Penalty: 4030.899658
	Iteration 20F: 3 clusters Score -313065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -313071.500000 Penalty: 4030.899658
	Iteration 21Q: 3 clusters Score -313071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -313080.062500 Penalty: 4030.899658
	Iteration 22Q: 3 clusters Score -313080.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -313089.406250 Penalty: 4030.899658
	Iteration 23Q: 3 clusters Score -313089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -313095.468750 Penalty: 4030.899658
	Iteration 24Q: 3 clusters Score -313095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -313101.906250 Penalty: 4030.899658
	Iteration 25Q: 3 clusters Score -313101.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313106.906250 Penalty: 4030.899658
	Iteration 26Q: 3 clusters Score -313106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -313112.375000 Penalty: 4030.899658
	Iteration 27Q: 3 clusters Score -313112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -313114.968750 Penalty: 4030.899658
	Iteration 28Q: 3 clusters Score -313115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -313118.656250 Penalty: 4030.899658
	Iteration 29Q: 3 clusters Score -313118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -313121.656250 Penalty: 4030.899658
	Iteration 30Q: 3 clusters Score -313121.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -313124.875000 Penalty: 4030.899658
	Iteration 31Q: 3 clusters Score -313124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -313128.093750 Penalty: 4030.899658
	Iteration 32Q: 3 clusters Score -313128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -313131.625000 Penalty: 4030.899658
	Iteration 33Q: 3 clusters Score -313131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -313135.750000 Penalty: 4030.899658
	Iteration 34Q: 3 clusters Score -313135.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -313139.562500 Penalty: 4030.899658
	Iteration 35Q: 3 clusters Score -313139.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -313142.000000 Penalty: 4030.899658
	Iteration 36Q: 3 clusters Score -313142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -313144.812500 Penalty: 4030.899658
	Iteration 37Q: 3 clusters Score -313144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -313145.250000 Penalty: 4030.899658
	Iteration 38Q: 3 clusters Score -313145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -313146.562500 Penalty: 4030.899658
	Iteration 39Q: 3 clusters Score -313146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -313148.343750 Penalty: 4030.899658
	Iteration 40F: 3 clusters Score -313148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -313149.343750 Penalty: 4030.899658
	Iteration 41Q: 3 clusters Score -313149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -313151.375000 Penalty: 4030.899658
	Iteration 42Q: 3 clusters Score -313151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -313151.500000 Penalty: 4030.899658
	Iteration 43Q: 3 clusters Score -313151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -313152.343750 Penalty: 4030.899658
	Iteration 44Q: 3 clusters Score -313152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -313153.000000 Penalty: 4030.899658
	Iteration 45Q: 3 clusters Score -313153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -313153.000000 Penalty: 4030.899658
	Iteration 46F: 3 clusters Score -313153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -105646.468750 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -105646.5 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 633 members 
Entering Unmasked Estep 
Score: -103584.757812 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -103584.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -103907.820312 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -103907.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -103998.421875 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -103998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104042.882812 Penalty: 3526.905273
	Iteration 3Q: 3 clusters Score -104042.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104062.476562 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -104062.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -104079.750000 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -104079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104087.312500 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -104087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -104093.359375 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -104093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -104096.695312 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -104096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104097.835938 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -104097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104097.835938 Penalty: 3526.905273
	Iteration 10F: 3 clusters Score -104097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Entering Unmasked Estep 
Score: -629086.812500 Penalty: 2166.609619
	Iteration 0F: 2 clusters Score -629086.8 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 3106 members 
Entering Unmasked Estep 
Score: -623811.562500 Penalty: 4333.219238
	Iteration 0F: 3 clusters Score -623811.6 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -625066.562500 Penalty: 4333.219238
	Iteration 1F: 3 clusters Score -625066.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -625277.500000 Penalty: 4333.219238
	Iteration 2F: 3 clusters Score -625277.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -625419.812500 Penalty: 4333.219238
	Iteration 3Q: 3 clusters Score -625419.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -625519.562500 Penalty: 4333.219238
	Iteration 4Q: 3 clusters Score -625519.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -625598.687500 Penalty: 4333.219238
	Iteration 5Q: 3 clusters Score -625598.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -625669.187500 Penalty: 4333.219238
	Iteration 6Q: 3 clusters Score -625669.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -625738.437500 Penalty: 4333.219238
	Iteration 7Q: 3 clusters Score -625738.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -625800.687500 Penalty: 4333.219238
	Iteration 8Q: 3 clusters Score -625800.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -625859.812500 Penalty: 4333.219238
	Iteration 9Q: 3 clusters Score -625859.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -625923.500000 Penalty: 4333.219238
	Iteration 10Q: 3 clusters Score -625923.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -625988.812500 Penalty: 4333.219238
	Iteration 11Q: 3 clusters Score -625988.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -626076.250000 Penalty: 4333.219238
	Iteration 12Q: 3 clusters Score -626076.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -626160.437500 Penalty: 4333.219238
	Iteration 13Q: 3 clusters Score -626160.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -626266.250000 Penalty: 4333.219238
	Iteration 14Q: 3 clusters Score -626266.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -626369.250000 Penalty: 4333.219238
	Iteration 15Q: 3 clusters Score -626369.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -626489.125000 Penalty: 4333.219238
	Iteration 16Q: 3 clusters Score -626489.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -626605.812500 Penalty: 4333.219238
	Iteration 17Q: 3 clusters Score -626605.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -626725.187500 Penalty: 4333.219238
	Iteration 18Q: 3 clusters Score -626725.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -626834.625000 Penalty: 4333.219238
	Iteration 19Q: 3 clusters Score -626834.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -626922.687500 Penalty: 4333.219238
	Iteration 20F: 3 clusters Score -626922.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -626996.312500 Penalty: 4333.219238
	Iteration 21Q: 3 clusters Score -626996.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -627063.000000 Penalty: 4333.219238
	Iteration 22Q: 3 clusters Score -627063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -627116.187500 Penalty: 4333.219238
	Iteration 23Q: 3 clusters Score -627116.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -627157.687500 Penalty: 4333.219238
	Iteration 24Q: 3 clusters Score -627157.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -627191.250000 Penalty: 4333.219238
	Iteration 25Q: 3 clusters Score -627191.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -627223.187500 Penalty: 4333.219238
	Iteration 26Q: 3 clusters Score -627223.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -627252.437500 Penalty: 4333.219238
	Iteration 27Q: 3 clusters Score -627252.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -627276.125000 Penalty: 4333.219238
	Iteration 28Q: 3 clusters Score -627276.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -627302.562500 Penalty: 4333.219238
	Iteration 29Q: 3 clusters Score -627302.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -627319.937500 Penalty: 4333.219238
	Iteration 30Q: 3 clusters Score -627319.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -627331.750000 Penalty: 4333.219238
	Iteration 31Q: 3 clusters Score -627331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -627337.687500 Penalty: 4333.219238
	Iteration 32Q: 3 clusters Score -627337.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -627352.500000 Penalty: 4333.219238
	Iteration 33Q: 3 clusters Score -627352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -627359.562500 Penalty: 4333.219238
	Iteration 34Q: 3 clusters Score -627359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -627360.687500 Penalty: 4333.219238
	Iteration 35Q: 3 clusters Score -627360.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -627363.750000 Penalty: 4333.219238
	Iteration 36Q: 3 clusters Score -627363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -627366.750000 Penalty: 4333.219238
	Iteration 37Q: 3 clusters Score -627366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -627370.187500 Penalty: 4333.219238
	Iteration 38Q: 3 clusters Score -627370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -627371.562500 Penalty: 4333.219238
	Iteration 39Q: 3 clusters Score -627371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -627373.437500 Penalty: 4333.219238
	Iteration 40F: 3 clusters Score -627373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -627377.000000 Penalty: 4333.219238
	Iteration 41Q: 3 clusters Score -627377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -627377.000000 Penalty: 4333.219238
	Iteration 42Q: 3 clusters Score -627377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -627376.500000 Penalty: 4333.219238
	Iteration 43Q: 3 clusters Score -627376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -627378.312500 Penalty: 4333.219238
	Iteration 44Q: 3 clusters Score -627378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -627379.625000 Penalty: 4333.219238
	Iteration 45Q: 3 clusters Score -627379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -627380.500000 Penalty: 4333.219238
	Iteration 46Q: 3 clusters Score -627380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -627381.000000 Penalty: 4333.219238
	Iteration 47Q: 3 clusters Score -627381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -627381.000000 Penalty: 4333.219238
	Iteration 48F: 3 clusters Score -627381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39795 members 
Mstep: Class 5 contains 61185 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24996 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35120 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15885 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6071 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 99048 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15495 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912800.000000 Penalty: 158889.593750
Iteration 199Q: 49 clusters Score -5.89128e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39796 members 
Mstep: Class 5 contains 61317 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 7151 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 25017 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35119 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6070 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98790 members 
Mstep: Class 37 contains 5469 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15496 members 
Mstep: Class 45 contains 3383 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913668.000000 Penalty: 158889.593750
Iteration 200F: 49 clusters Score -5.891367e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39794 members 
Mstep: Class 5 contains 61108 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15956 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24694 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24978 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35118 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15673 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30337 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6071 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98579 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55664 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15497 members 
Mstep: Class 45 contains 3383 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 3376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913988.000000 Penalty: 158889.593750
Iteration 201Q: 49 clusters Score -5.891399e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39794 members 
Mstep: Class 5 contains 60950 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24686 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24956 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35118 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15606 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6073 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98470 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55663 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15497 members 
Mstep: Class 45 contains 3384 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914084.000000 Penalty: 158889.593750
Iteration 202Q: 49 clusters Score -5.891408e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39793 members 
Mstep: Class 5 contains 60820 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15539 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15932 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24682 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24941 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35116 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6075 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98375 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15498 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914216.000000 Penalty: 158889.593750
Iteration 203Q: 49 clusters Score -5.891422e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39786 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15923 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24668 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35117 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15522 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6073 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98280 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15501 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914284.000000 Penalty: 158889.593750
Iteration 204Q: 49 clusters Score -5.891428e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39781 members 
Mstep: Class 5 contains 60600 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 15543 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7149 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35115 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 15489 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30339 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6077 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98195 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15505 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914452.000000 Penalty: 158889.593750
Iteration 205Q: 49 clusters Score -5.891445e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 15171 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39780 members 
Mstep: Class 5 contains 60518 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15917 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24668 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35113 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15464 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6079 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98114 members 
Mstep: Class 37 contains 5469 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15506 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914588.000000 Penalty: 158889.593750
Iteration 206Q: 49 clusters Score -5.891459e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39774 members 
Mstep: Class 5 contains 60452 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7151 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35112 members 
Mstep: Class 21 contains 6150 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15439 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9045 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6081 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98044 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6207 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15512 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914704.000000 Penalty: 158889.593750
Iteration 207Q: 49 clusters Score -5.89147e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39770 members 
Mstep: Class 5 contains 60402 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15923 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7151 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35110 members 
Mstep: Class 21 contains 6148 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 15412 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6086 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 98000 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15518 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914768.000000 Penalty: 158889.593750
Iteration 208Q: 49 clusters Score -5.891477e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39766 members 
Mstep: Class 5 contains 60357 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15928 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7152 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35108 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6089 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97955 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15523 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914768.000000 Penalty: 158889.593750
Iteration 209Q: 49 clusters Score -5.891477e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39759 members 
Mstep: Class 5 contains 60330 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15930 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24670 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35106 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 15368 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30331 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6090 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97916 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15530 members 
Mstep: Class 45 contains 3385 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 4971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914748.000000 Penalty: 158889.593750
Iteration 210Q: 49 clusters Score -5.891475e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39755 members 
Mstep: Class 5 contains 60314 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24671 members 
Mstep: Class 14 contains 7160 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35105 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 15348 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9047 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6091 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97879 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15537 members 
Mstep: Class 45 contains 3386 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914716.000000 Penalty: 158889.593750
Iteration 211Q: 49 clusters Score -5.891472e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39750 members 
Mstep: Class 5 contains 60299 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15930 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35105 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12551 members 
Mstep: Class 23 contains 15323 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6094 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97854 members 
Mstep: Class 37 contains 5466 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15543 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914764.000000 Penalty: 158889.593750
Iteration 212Q: 49 clusters Score -5.891476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39743 members 
Mstep: Class 5 contains 60284 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15928 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24670 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24888 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35105 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12551 members 
Mstep: Class 23 contains 15305 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6096 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97832 members 
Mstep: Class 37 contains 5466 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15549 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914760.000000 Penalty: 158889.593750
Iteration 213Q: 49 clusters Score -5.891476e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 15167 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 60272 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15924 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 7162 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24890 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35105 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15289 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6098 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97801 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6227 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15553 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914844.000000 Penalty: 158889.593750
Iteration 214Q: 49 clusters Score -5.891484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 60262 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15923 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24673 members 
Mstep: Class 14 contains 7162 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24890 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35103 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15275 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6099 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97772 members 
Mstep: Class 37 contains 5466 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914772.000000 Penalty: 158889.593750
Iteration 215Q: 49 clusters Score -5.891477e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60259 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15556 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24675 members 
Mstep: Class 14 contains 7163 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15263 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6101 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 97743 members 
Mstep: Class 37 contains 5465 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914780.000000 Penalty: 158889.593750
Iteration 216Q: 49 clusters Score -5.891478e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60253 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15916 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24676 members 
Mstep: Class 14 contains 7165 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15254 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6102 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97709 members 
Mstep: Class 37 contains 5465 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914772.000000 Penalty: 158889.593750
Iteration 217Q: 49 clusters Score -5.891477e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60245 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15553 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24677 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15244 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6103 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97683 members 
Mstep: Class 37 contains 5464 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914716.000000 Penalty: 158889.593750
Iteration 218Q: 49 clusters Score -5.891472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60234 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15916 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24676 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15237 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6103 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97652 members 
Mstep: Class 37 contains 5464 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914756.000000 Penalty: 158889.593750
Iteration 219Q: 49 clusters Score -5.891476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60225 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15913 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24677 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15228 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6104 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97627 members 
Mstep: Class 37 contains 5464 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 5299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914784.000000 Penalty: 158889.593750
Iteration 220F: 49 clusters Score -5.891478e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15912 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15226 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6104 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97598 members 
Mstep: Class 37 contains 5463 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914848.000000 Penalty: 158889.593750
Iteration 221Q: 49 clusters Score -5.891485e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60206 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15912 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24668 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15222 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6104 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97574 members 
Mstep: Class 37 contains 5463 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15554 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914848.000000 Penalty: 158889.593750
Iteration 222Q: 49 clusters Score -5.891485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15913 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24668 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15216 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6104 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97559 members 
Mstep: Class 37 contains 5463 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55661 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15555 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914880.000000 Penalty: 158889.593750
Iteration 223Q: 49 clusters Score -5.891488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60189 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15561 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15914 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24668 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15210 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6104 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97546 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15556 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914884.000000 Penalty: 158889.593750
Iteration 224Q: 49 clusters Score -5.891488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39737 members 
Mstep: Class 5 contains 60187 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15914 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15209 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9047 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6105 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97529 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914876.000000 Penalty: 158889.593750
Iteration 225Q: 49 clusters Score -5.891488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39736 members 
Mstep: Class 5 contains 60183 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15913 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15207 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6107 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97503 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914916.000000 Penalty: 158889.593750
Iteration 226Q: 49 clusters Score -5.891492e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39736 members 
Mstep: Class 5 contains 60177 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15206 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9046 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97476 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6225 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6223 members 
Mstep: Class 48 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914900.000000 Penalty: 158889.593750
Iteration 227Q: 49 clusters Score -5.89149e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39737 members 
Mstep: Class 5 contains 60176 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15206 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9044 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97449 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6224 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914948.000000 Penalty: 158889.593750
Iteration 228Q: 49 clusters Score -5.891495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 60175 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15916 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24662 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15202 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9043 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97429 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914864.000000 Penalty: 158889.593750
Iteration 229Q: 49 clusters Score -5.891486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60174 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15564 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 15199 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9042 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97409 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914868.000000 Penalty: 158889.593750
Iteration 230Q: 49 clusters Score -5.891487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60174 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15564 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15917 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15196 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97384 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914892.000000 Penalty: 158889.593750
Iteration 231Q: 49 clusters Score -5.891489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60173 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15565 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15917 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24659 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15190 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97363 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914904.000000 Penalty: 158889.593750
Iteration 232Q: 49 clusters Score -5.89149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60172 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15917 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24659 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15187 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97344 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914880.000000 Penalty: 158889.593750
Iteration 233Q: 49 clusters Score -5.891488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60172 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24658 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15182 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97328 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914872.000000 Penalty: 158889.593750
Iteration 234Q: 49 clusters Score -5.891487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60169 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15179 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97308 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3387 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914868.000000 Penalty: 158889.593750
Iteration 235Q: 49 clusters Score -5.891487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60167 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15180 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6110 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97293 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3388 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914884.000000 Penalty: 158889.593750
Iteration 236Q: 49 clusters Score -5.891488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60165 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24659 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1748 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15181 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9040 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6110 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97282 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3388 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914852.000000 Penalty: 158889.593750
Iteration 237Q: 49 clusters Score -5.891485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60165 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 15180 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9040 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6110 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97273 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3388 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914856.000000 Penalty: 158889.593750
Iteration 238Q: 49 clusters Score -5.891486e+07 nChanged 22
Entering ConstructFrom: 
Score: -58914856.000000 Penalty: 158889.593750
Entering ConstructFrom: 
Trying to split cluster 1 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -1634717.250000 Penalty: 2410.750000
	Iteration 0F: 2 clusters Score -1634717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1622844.250000 Penalty: 4821.500000
	Iteration 0F: 3 clusters Score -1622844 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1626635.125000 Penalty: 4821.500000
	Iteration 1F: 3 clusters Score -1626635 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1626976.875000 Penalty: 4821.500000
	Iteration 2F: 3 clusters Score -1626977 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1627261.875000 Penalty: 4821.500000
	Iteration 3Q: 3 clusters Score -1627262 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1627525.125000 Penalty: 4821.500000
	Iteration 4Q: 3 clusters Score -1627525 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1627761.375000 Penalty: 4821.500000
	Iteration 5Q: 3 clusters Score -1627761 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1628005.250000 Penalty: 4821.500000
	Iteration 6Q: 3 clusters Score -1628005 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1628213.750000 Penalty: 4821.500000
	Iteration 7Q: 3 clusters Score -1628214 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1628450.250000 Penalty: 4821.500000
	Iteration 8Q: 3 clusters Score -1628450 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1628672.500000 Penalty: 4821.500000
	Iteration 9Q: 3 clusters Score -1628672 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1628899.625000 Penalty: 4821.500000
	Iteration 10Q: 3 clusters Score -1628900 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1629152.000000 Penalty: 4821.500000
	Iteration 11Q: 3 clusters Score -1629152 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1629422.875000 Penalty: 4821.500000
	Iteration 12Q: 3 clusters Score -1629423 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1629734.500000 Penalty: 4821.500000
	Iteration 13Q: 3 clusters Score -1629734 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1630101.375000 Penalty: 4821.500000
	Iteration 14Q: 3 clusters Score -1630101 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1630486.625000 Penalty: 4821.500000
	Iteration 15Q: 3 clusters Score -1630487 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1630885.375000 Penalty: 4821.500000
	Iteration 16Q: 3 clusters Score -1630885 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1631250.750000 Penalty: 4821.500000
	Iteration 17Q: 3 clusters Score -1631251 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1631600.000000 Penalty: 4821.500000
	Iteration 18Q: 3 clusters Score -1631600 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1631873.875000 Penalty: 4821.500000
	Iteration 19Q: 3 clusters Score -1631874 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1632109.625000 Penalty: 4821.500000
	Iteration 20F: 3 clusters Score -1632110 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1632275.125000 Penalty: 4821.500000
	Iteration 21Q: 3 clusters Score -1632275 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1632399.125000 Penalty: 4821.500000
	Iteration 22Q: 3 clusters Score -1632399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1632476.875000 Penalty: 4821.500000
	Iteration 23Q: 3 clusters Score -1632477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1632516.625000 Penalty: 4821.500000
	Iteration 24Q: 3 clusters Score -1632517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1632539.125000 Penalty: 4821.500000
	Iteration 25Q: 3 clusters Score -1632539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1632552.125000 Penalty: 4821.500000
	Iteration 26Q: 3 clusters Score -1632552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1632566.000000 Penalty: 4821.500000
	Iteration 27Q: 3 clusters Score -1632566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1632579.000000 Penalty: 4821.500000
	Iteration 28Q: 3 clusters Score -1632579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1632594.500000 Penalty: 4821.500000
	Iteration 29Q: 3 clusters Score -1632594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1632601.375000 Penalty: 4821.500000
	Iteration 30Q: 3 clusters Score -1632601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1632605.500000 Penalty: 4821.500000
	Iteration 31Q: 3 clusters Score -1632606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1632613.875000 Penalty: 4821.500000
	Iteration 32Q: 3 clusters Score -1632614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1632620.500000 Penalty: 4821.500000
	Iteration 33Q: 3 clusters Score -1632620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1632625.625000 Penalty: 4821.500000
	Iteration 34Q: 3 clusters Score -1632626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1632627.875000 Penalty: 4821.500000
	Iteration 35Q: 3 clusters Score -1632628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1632629.500000 Penalty: 4821.500000
	Iteration 36Q: 3 clusters Score -1632630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1632632.750000 Penalty: 4821.500000
	Iteration 37Q: 3 clusters Score -1632633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1632635.625000 Penalty: 4821.500000
	Iteration 38Q: 3 clusters Score -1632636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1632640.000000 Penalty: 4821.500000
	Iteration 39Q: 3 clusters Score -1632640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1632643.375000 Penalty: 4821.500000
	Iteration 40F: 3 clusters Score -1632643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1632649.250000 Penalty: 4821.500000
	Iteration 41Q: 3 clusters Score -1632649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1632652.250000 Penalty: 4821.500000
	Iteration 42Q: 3 clusters Score -1632652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1632652.250000 Penalty: 4821.500000
	Iteration 43F: 3 clusters Score -1632652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Entering Unmasked Estep 
Score: -1423865.625000 Penalty: 2387.498291
	Iteration 0F: 2 clusters Score -1423866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1412941.375000 Penalty: 4774.996582
	Iteration 0F: 3 clusters Score -1412941 nChanged 6551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1416570.625000 Penalty: 4774.996582
	Iteration 1F: 3 clusters Score -1416571 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1417052.500000 Penalty: 4774.996582
	Iteration 2F: 3 clusters Score -1417052 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1417516.500000 Penalty: 4774.996582
	Iteration 3F: 3 clusters Score -1417516 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1417990.500000 Penalty: 4774.996582
	Iteration 4F: 3 clusters Score -1417990 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1418523.125000 Penalty: 4774.996582
	Iteration 5F: 3 clusters Score -1418523 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1419021.625000 Penalty: 4774.996582
	Iteration 6F: 3 clusters Score -1419022 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1419490.750000 Penalty: 4774.996582
	Iteration 7Q: 3 clusters Score -1419491 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1419912.250000 Penalty: 4774.996582
	Iteration 8Q: 3 clusters Score -1419912 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1420233.000000 Penalty: 4774.996582
	Iteration 9Q: 3 clusters Score -1420233 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1420486.125000 Penalty: 4774.996582
	Iteration 10Q: 3 clusters Score -1420486 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1420684.625000 Penalty: 4774.996582
	Iteration 11Q: 3 clusters Score -1420685 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1420858.500000 Penalty: 4774.996582
	Iteration 12Q: 3 clusters Score -1420858 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1420960.000000 Penalty: 4774.996582
	Iteration 13Q: 3 clusters Score -1420960 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1421033.875000 Penalty: 4774.996582
	Iteration 14Q: 3 clusters Score -1421034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1421099.625000 Penalty: 4774.996582
	Iteration 15Q: 3 clusters Score -1421100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1421130.000000 Penalty: 4774.996582
	Iteration 16Q: 3 clusters Score -1421130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1421154.125000 Penalty: 4774.996582
	Iteration 17Q: 3 clusters Score -1421154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1421174.875000 Penalty: 4774.996582
	Iteration 18Q: 3 clusters Score -1421175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1421197.125000 Penalty: 4774.996582
	Iteration 19Q: 3 clusters Score -1421197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1421231.375000 Penalty: 4774.996582
	Iteration 20F: 3 clusters Score -1421231 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1421268.125000 Penalty: 4774.996582
	Iteration 21Q: 3 clusters Score -1421268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1421301.250000 Penalty: 4774.996582
	Iteration 22Q: 3 clusters Score -1421301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1421335.250000 Penalty: 4774.996582
	Iteration 23Q: 3 clusters Score -1421335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1421359.125000 Penalty: 4774.996582
	Iteration 24Q: 3 clusters Score -1421359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1421384.250000 Penalty: 4774.996582
	Iteration 25Q: 3 clusters Score -1421384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1421420.250000 Penalty: 4774.996582
	Iteration 26Q: 3 clusters Score -1421420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1421446.125000 Penalty: 4774.996582
	Iteration 27Q: 3 clusters Score -1421446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1421470.750000 Penalty: 4774.996582
	Iteration 28Q: 3 clusters Score -1421471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1421494.875000 Penalty: 4774.996582
	Iteration 29Q: 3 clusters Score -1421495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1421517.875000 Penalty: 4774.996582
	Iteration 30Q: 3 clusters Score -1421518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1421532.625000 Penalty: 4774.996582
	Iteration 31Q: 3 clusters Score -1421533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1421544.500000 Penalty: 4774.996582
	Iteration 32Q: 3 clusters Score -1421544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1421554.375000 Penalty: 4774.996582
	Iteration 33Q: 3 clusters Score -1421554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1421568.500000 Penalty: 4774.996582
	Iteration 34Q: 3 clusters Score -1421568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1421579.625000 Penalty: 4774.996582
	Iteration 35Q: 3 clusters Score -1421580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1421597.125000 Penalty: 4774.996582
	Iteration 36Q: 3 clusters Score -1421597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1421610.625000 Penalty: 4774.996582
	Iteration 37Q: 3 clusters Score -1421611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1421619.875000 Penalty: 4774.996582
	Iteration 38Q: 3 clusters Score -1421620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1421628.625000 Penalty: 4774.996582
	Iteration 39Q: 3 clusters Score -1421629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1421639.625000 Penalty: 4774.996582
	Iteration 40F: 3 clusters Score -1421640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1421648.625000 Penalty: 4774.996582
	Iteration 41Q: 3 clusters Score -1421649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1421654.125000 Penalty: 4774.996582
	Iteration 42Q: 3 clusters Score -1421654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1421658.875000 Penalty: 4774.996582
	Iteration 43Q: 3 clusters Score -1421659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1421665.250000 Penalty: 4774.996582
	Iteration 44Q: 3 clusters Score -1421665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1421669.125000 Penalty: 4774.996582
	Iteration 45Q: 3 clusters Score -1421669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1421677.750000 Penalty: 4774.996582
	Iteration 46Q: 3 clusters Score -1421678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1421679.750000 Penalty: 4774.996582
	Iteration 47Q: 3 clusters Score -1421680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1421684.750000 Penalty: 4774.996582
	Iteration 48Q: 3 clusters Score -1421685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1421693.125000 Penalty: 4774.996582
	Iteration 49Q: 3 clusters Score -1421693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1421694.375000 Penalty: 4774.996582
	Iteration 50Q: 3 clusters Score -1421694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1421703.750000 Penalty: 4774.996582
	Iteration 51Q: 3 clusters Score -1421704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1421706.250000 Penalty: 4774.996582
	Iteration 52Q: 3 clusters Score -1421706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1421714.875000 Penalty: 4774.996582
	Iteration 53Q: 3 clusters Score -1421715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1421728.125000 Penalty: 4774.996582
	Iteration 54Q: 3 clusters Score -1421728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1421738.875000 Penalty: 4774.996582
	Iteration 55Q: 3 clusters Score -1421739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1421746.000000 Penalty: 4774.996582
	Iteration 56Q: 3 clusters Score -1421746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1421754.875000 Penalty: 4774.996582
	Iteration 57Q: 3 clusters Score -1421755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1421757.750000 Penalty: 4774.996582
	Iteration 58Q: 3 clusters Score -1421758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1421761.000000 Penalty: 4774.996582
	Iteration 59Q: 3 clusters Score -1421761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1421767.750000 Penalty: 4774.996582
	Iteration 60F: 3 clusters Score -1421768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1421778.750000 Penalty: 4774.996582
	Iteration 61Q: 3 clusters Score -1421779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1421790.125000 Penalty: 4774.996582
	Iteration 62Q: 3 clusters Score -1421790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1421797.750000 Penalty: 4774.996582
	Iteration 63Q: 3 clusters Score -1421798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1421794.500000 Penalty: 4774.996582
	Iteration 64Q: 3 clusters Score -1421794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1421804.000000 Penalty: 4774.996582
	Iteration 65Q: 3 clusters Score -1421804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1421811.500000 Penalty: 4774.996582
	Iteration 66Q: 3 clusters Score -1421812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1421815.750000 Penalty: 4774.996582
	Iteration 67Q: 3 clusters Score -1421816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1421820.875000 Penalty: 4774.996582
	Iteration 68Q: 3 clusters Score -1421821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1421828.750000 Penalty: 4774.996582
	Iteration 69Q: 3 clusters Score -1421829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1421831.625000 Penalty: 4774.996582
	Iteration 70Q: 3 clusters Score -1421832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1421835.500000 Penalty: 4774.996582
	Iteration 71Q: 3 clusters Score -1421836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1421837.000000 Penalty: 4774.996582
	Iteration 72Q: 3 clusters Score -1421837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1421839.125000 Penalty: 4774.996582
	Iteration 73Q: 3 clusters Score -1421839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1421843.250000 Penalty: 4774.996582
	Iteration 74Q: 3 clusters Score -1421843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1421849.625000 Penalty: 4774.996582
	Iteration 75Q: 3 clusters Score -1421850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1421858.000000 Penalty: 4774.996582
	Iteration 76Q: 3 clusters Score -1421858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1421865.875000 Penalty: 4774.996582
	Iteration 77Q: 3 clusters Score -1421866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1421873.000000 Penalty: 4774.996582
	Iteration 78Q: 3 clusters Score -1421873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1421881.875000 Penalty: 4774.996582
	Iteration 79Q: 3 clusters Score -1421882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1421891.625000 Penalty: 4774.996582
	Iteration 80F: 3 clusters Score -1421892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1421904.625000 Penalty: 4774.996582
	Iteration 81Q: 3 clusters Score -1421905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1421917.375000 Penalty: 4774.996582
	Iteration 82Q: 3 clusters Score -1421917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1421930.500000 Penalty: 4774.996582
	Iteration 83Q: 3 clusters Score -1421930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1421949.500000 Penalty: 4774.996582
	Iteration 84Q: 3 clusters Score -1421950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1421962.875000 Penalty: 4774.996582
	Iteration 85Q: 3 clusters Score -1421963 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1421979.250000 Penalty: 4774.996582
	Iteration 86Q: 3 clusters Score -1421979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1421991.000000 Penalty: 4774.996582
	Iteration 87Q: 3 clusters Score -1421991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1422000.125000 Penalty: 4774.996582
	Iteration 88Q: 3 clusters Score -1422000 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1422011.625000 Penalty: 4774.996582
	Iteration 89Q: 3 clusters Score -1422012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1422020.000000 Penalty: 4774.996582
	Iteration 90Q: 3 clusters Score -1422020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1422027.500000 Penalty: 4774.996582
	Iteration 91Q: 3 clusters Score -1422028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1422035.375000 Penalty: 4774.996582
	Iteration 92Q: 3 clusters Score -1422035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1422038.875000 Penalty: 4774.996582
	Iteration 93Q: 3 clusters Score -1422039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1422043.625000 Penalty: 4774.996582
	Iteration 94Q: 3 clusters Score -1422044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1422048.875000 Penalty: 4774.996582
	Iteration 95Q: 3 clusters Score -1422049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1422060.500000 Penalty: 4774.996582
	Iteration 96Q: 3 clusters Score -1422060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1422068.375000 Penalty: 4774.996582
	Iteration 97Q: 3 clusters Score -1422068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1422074.125000 Penalty: 4774.996582
	Iteration 98Q: 3 clusters Score -1422074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1422083.000000 Penalty: 4774.996582
	Iteration 99Q: 3 clusters Score -1422083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1422103.500000 Penalty: 4774.996582
	Iteration 100F: 3 clusters Score -1422104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1422117.875000 Penalty: 4774.996582
	Iteration 101Q: 3 clusters Score -1422118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1422127.000000 Penalty: 4774.996582
	Iteration 102Q: 3 clusters Score -1422127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1422149.750000 Penalty: 4774.996582
	Iteration 103Q: 3 clusters Score -1422150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1422171.000000 Penalty: 4774.996582
	Iteration 104Q: 3 clusters Score -1422171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1422188.250000 Penalty: 4774.996582
	Iteration 105Q: 3 clusters Score -1422188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1422211.125000 Penalty: 4774.996582
	Iteration 106Q: 3 clusters Score -1422211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1422220.000000 Penalty: 4774.996582
	Iteration 107Q: 3 clusters Score -1422220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1422229.125000 Penalty: 4774.996582
	Iteration 108Q: 3 clusters Score -1422229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1422247.625000 Penalty: 4774.996582
	Iteration 109Q: 3 clusters Score -1422248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1422276.500000 Penalty: 4774.996582
	Iteration 110Q: 3 clusters Score -1422276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1422291.875000 Penalty: 4774.996582
	Iteration 111Q: 3 clusters Score -1422292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1422318.625000 Penalty: 4774.996582
	Iteration 112Q: 3 clusters Score -1422319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1422338.250000 Penalty: 4774.996582
	Iteration 113Q: 3 clusters Score -1422338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1422353.625000 Penalty: 4774.996582
	Iteration 114Q: 3 clusters Score -1422354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1422360.125000 Penalty: 4774.996582
	Iteration 115Q: 3 clusters Score -1422360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1422369.000000 Penalty: 4774.996582
	Iteration 116Q: 3 clusters Score -1422369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1422377.625000 Penalty: 4774.996582
	Iteration 117Q: 3 clusters Score -1422378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1422384.375000 Penalty: 4774.996582
	Iteration 118Q: 3 clusters Score -1422384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1422384.750000 Penalty: 4774.996582
	Iteration 119Q: 3 clusters Score -1422385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1422389.625000 Penalty: 4774.996582
	Iteration 120F: 3 clusters Score -1422390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1422394.625000 Penalty: 4774.996582
	Iteration 121Q: 3 clusters Score -1422395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1422399.625000 Penalty: 4774.996582
	Iteration 122Q: 3 clusters Score -1422400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1422404.875000 Penalty: 4774.996582
	Iteration 123Q: 3 clusters Score -1422405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1422408.625000 Penalty: 4774.996582
	Iteration 124Q: 3 clusters Score -1422409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1422409.375000 Penalty: 4774.996582
	Iteration 125Q: 3 clusters Score -1422409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1422416.875000 Penalty: 4774.996582
	Iteration 126Q: 3 clusters Score -1422417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1422420.875000 Penalty: 4774.996582
	Iteration 127Q: 3 clusters Score -1422421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1422425.500000 Penalty: 4774.996582
	Iteration 128Q: 3 clusters Score -1422426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1422431.250000 Penalty: 4774.996582
	Iteration 129Q: 3 clusters Score -1422431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1422435.625000 Penalty: 4774.996582
	Iteration 130Q: 3 clusters Score -1422436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1422439.125000 Penalty: 4774.996582
	Iteration 131Q: 3 clusters Score -1422439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1422443.000000 Penalty: 4774.996582
	Iteration 132Q: 3 clusters Score -1422443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1422445.125000 Penalty: 4774.996582
	Iteration 133Q: 3 clusters Score -1422445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1422445.125000 Penalty: 4774.996582
	Iteration 134Q: 3 clusters Score -1422445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1422446.500000 Penalty: 4774.996582
	Iteration 135Q: 3 clusters Score -1422446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1422446.000000 Penalty: 4774.996582
	Iteration 136Q: 3 clusters Score -1422446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1422447.250000 Penalty: 4774.996582
	Iteration 137Q: 3 clusters Score -1422447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1422448.250000 Penalty: 4774.996582
	Iteration 138Q: 3 clusters Score -1422448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1422447.625000 Penalty: 4774.996582
	Iteration 139Q: 3 clusters Score -1422448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1422447.625000 Penalty: 4774.996582
	Iteration 140F: 3 clusters Score -1422448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188618.781250 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -185992.875000 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -185992.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -186472.031250 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -186591.640625 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186591.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -186662.437500 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186662.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -186719.140625 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186719.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -186770.312500 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186770.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -186808.531250 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186808.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -186838.421875 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186838.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -186866.453125 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -186866.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -186894.109375 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -186894.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -186915.953125 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -186916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -186935.656250 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -186935.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -186956.281250 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -186956.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -186976.656250 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -186976.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -186997.859375 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -186997.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -187020.031250 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -187020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -187042.328125 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -187042.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -187065.140625 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -187065.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -187082.921875 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -187082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -187093.156250 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -187093.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -187106.687500 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -187106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -187123.468750 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -187123.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -187139.265625 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -187139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -187152.703125 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -187152.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -187160.109375 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -187160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -187168.187500 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -187168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -187180.390625 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -187180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -187193.046875 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -187193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -187200.968750 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -187201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -187216.000000 Penalty: 3781.811035
	Iteration 29Q: 3 clusters Score -187216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -187228.546875 Penalty: 3781.811035
	Iteration 30Q: 3 clusters Score -187228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -187235.453125 Penalty: 3781.811035
	Iteration 31Q: 3 clusters Score -187235.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -187243.828125 Penalty: 3781.811035
	Iteration 32Q: 3 clusters Score -187243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -187250.609375 Penalty: 3781.811035
	Iteration 33Q: 3 clusters Score -187250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -187258.703125 Penalty: 3781.811035
	Iteration 34Q: 3 clusters Score -187258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -187266.187500 Penalty: 3781.811035
	Iteration 35Q: 3 clusters Score -187266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -187271.125000 Penalty: 3781.811035
	Iteration 36Q: 3 clusters Score -187271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -187278.234375 Penalty: 3781.811035
	Iteration 37Q: 3 clusters Score -187278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -187282.734375 Penalty: 3781.811035
	Iteration 38Q: 3 clusters Score -187282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -187287.062500 Penalty: 3781.811035
	Iteration 39Q: 3 clusters Score -187287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -187290.500000 Penalty: 3781.811035
	Iteration 40F: 3 clusters Score -187290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -187291.187500 Penalty: 3781.811035
	Iteration 41Q: 3 clusters Score -187291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -187292.171875 Penalty: 3781.811035
	Iteration 42Q: 3 clusters Score -187292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -187294.765625 Penalty: 3781.811035
	Iteration 43Q: 3 clusters Score -187294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -187296.921875 Penalty: 3781.811035
	Iteration 44Q: 3 clusters Score -187296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -187297.906250 Penalty: 3781.811035
	Iteration 45Q: 3 clusters Score -187297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -187300.968750 Penalty: 3781.811035
	Iteration 46Q: 3 clusters Score -187301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -187302.515625 Penalty: 3781.811035
	Iteration 47Q: 3 clusters Score -187302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -187305.125000 Penalty: 3781.811035
	Iteration 48Q: 3 clusters Score -187305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -187308.343750 Penalty: 3781.811035
	Iteration 49Q: 3 clusters Score -187308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -187309.625000 Penalty: 3781.811035
	Iteration 50Q: 3 clusters Score -187309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -187312.296875 Penalty: 3781.811035
	Iteration 51Q: 3 clusters Score -187312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -187312.796875 Penalty: 3781.811035
	Iteration 52Q: 3 clusters Score -187312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -187312.796875 Penalty: 3781.811035
	Iteration 53F: 3 clusters Score -187312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Entering Unmasked Estep 
Score: -3895333.250000 Penalty: 2626.348145
	Iteration 0F: 2 clusters Score -3895333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3868388.000000 Penalty: 5252.696289
	Iteration 0F: 3 clusters Score -3868388 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3879041.750000 Penalty: 5252.696289
	Iteration 1F: 3 clusters Score -3879042 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3880306.000000 Penalty: 5252.696289
	Iteration 2F: 3 clusters Score -3880306 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3881914.750000 Penalty: 5252.696289
	Iteration 3F: 3 clusters Score -3881915 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3883716.500000 Penalty: 5252.696289
	Iteration 4F: 3 clusters Score -3883716 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3885582.500000 Penalty: 5252.696289
	Iteration 5F: 3 clusters Score -3885582 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3887237.000000 Penalty: 5252.696289
	Iteration 6F: 3 clusters Score -3887237 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3888595.750000 Penalty: 5252.696289
	Iteration 7F: 3 clusters Score -3888596 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3889641.250000 Penalty: 5252.696289
	Iteration 8Q: 3 clusters Score -3889641 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3890482.750000 Penalty: 5252.696289
	Iteration 9Q: 3 clusters Score -3890483 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3891140.000000 Penalty: 5252.696289
	Iteration 10Q: 3 clusters Score -3891140 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3891581.750000 Penalty: 5252.696289
	Iteration 11Q: 3 clusters Score -3891582 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3891897.000000 Penalty: 5252.696289
	Iteration 12Q: 3 clusters Score -3891897 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3892109.750000 Penalty: 5252.696289
	Iteration 13Q: 3 clusters Score -3892110 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3892274.250000 Penalty: 5252.696289
	Iteration 14Q: 3 clusters Score -3892274 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3892400.000000 Penalty: 5252.696289
	Iteration 15Q: 3 clusters Score -3892400 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3892496.500000 Penalty: 5252.696289
	Iteration 16Q: 3 clusters Score -3892496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3892572.000000 Penalty: 5252.696289
	Iteration 17Q: 3 clusters Score -3892572 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3892640.250000 Penalty: 5252.696289
	Iteration 18Q: 3 clusters Score -3892640 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3892697.250000 Penalty: 5252.696289
	Iteration 19Q: 3 clusters Score -3892697 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3892801.000000 Penalty: 5252.696289
	Iteration 20F: 3 clusters Score -3892801 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3892891.500000 Penalty: 5252.696289
	Iteration 21Q: 3 clusters Score -3892892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3892945.500000 Penalty: 5252.696289
	Iteration 22Q: 3 clusters Score -3892946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3893007.250000 Penalty: 5252.696289
	Iteration 23Q: 3 clusters Score -3893007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3893035.500000 Penalty: 5252.696289
	Iteration 24Q: 3 clusters Score -3893036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3893060.000000 Penalty: 5252.696289
	Iteration 25Q: 3 clusters Score -3893060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3893084.500000 Penalty: 5252.696289
	Iteration 26Q: 3 clusters Score -3893084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3893111.000000 Penalty: 5252.696289
	Iteration 27Q: 3 clusters Score -3893111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3893133.750000 Penalty: 5252.696289
	Iteration 28Q: 3 clusters Score -3893134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3893150.000000 Penalty: 5252.696289
	Iteration 29Q: 3 clusters Score -3893150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3893160.250000 Penalty: 5252.696289
	Iteration 30Q: 3 clusters Score -3893160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3893171.250000 Penalty: 5252.696289
	Iteration 31Q: 3 clusters Score -3893171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3893180.250000 Penalty: 5252.696289
	Iteration 32Q: 3 clusters Score -3893180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3893186.500000 Penalty: 5252.696289
	Iteration 33Q: 3 clusters Score -3893186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3893182.500000 Penalty: 5252.696289
	Iteration 34Q: 3 clusters Score -3893182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3893196.000000 Penalty: 5252.696289
	Iteration 35Q: 3 clusters Score -3893196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3893193.250000 Penalty: 5252.696289
	Iteration 36Q: 3 clusters Score -3893193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3893194.250000 Penalty: 5252.696289
	Iteration 37Q: 3 clusters Score -3893194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3893199.000000 Penalty: 5252.696289
	Iteration 38Q: 3 clusters Score -3893199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3893200.500000 Penalty: 5252.696289
	Iteration 39Q: 3 clusters Score -3893200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3893209.000000 Penalty: 5252.696289
	Iteration 40F: 3 clusters Score -3893209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3893207.750000 Penalty: 5252.696289
	Iteration 41Q: 3 clusters Score -3893208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3893206.250000 Penalty: 5252.696289
	Iteration 42Q: 3 clusters Score -3893206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3893209.000000 Penalty: 5252.696289
	Iteration 43Q: 3 clusters Score -3893209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3893211.750000 Penalty: 5252.696289
	Iteration 44Q: 3 clusters Score -3893212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3893217.750000 Penalty: 5252.696289
	Iteration 45Q: 3 clusters Score -3893218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3893218.250000 Penalty: 5252.696289
	Iteration 46Q: 3 clusters Score -3893218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3893220.250000 Penalty: 5252.696289
	Iteration 47Q: 3 clusters Score -3893220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3893216.750000 Penalty: 5252.696289
	Iteration 48Q: 3 clusters Score -3893217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3893216.750000 Penalty: 5252.696289
	Iteration 49F: 3 clusters Score -3893217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Entering Unmasked Estep 
Score: -6043742.500000 Penalty: 2729.197754
	Iteration 0F: 2 clusters Score -6043742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6003493.500000 Penalty: 5458.395508
	Iteration 0F: 3 clusters Score -6003494 nChanged 27919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -6019448.000000 Penalty: 5458.395508
	Iteration 1F: 3 clusters Score -6019448 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -6020370.000000 Penalty: 5458.395508
	Iteration 2Q: 3 clusters Score -6020370 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -6021414.000000 Penalty: 5458.395508
	Iteration 3Q: 3 clusters Score -6021414 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -6022753.000000 Penalty: 5458.395508
	Iteration 4Q: 3 clusters Score -6022753 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -6024504.500000 Penalty: 5458.395508
	Iteration 5F: 3 clusters Score -6024504 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -6026964.500000 Penalty: 5458.395508
	Iteration 6F: 3 clusters Score -6026964 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -6030068.500000 Penalty: 5458.395508
	Iteration 7F: 3 clusters Score -6030068 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -6033403.500000 Penalty: 5458.395508
	Iteration 8F: 3 clusters Score -6033404 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -6036233.500000 Penalty: 5458.395508
	Iteration 9F: 3 clusters Score -6036234 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -6038376.000000 Penalty: 5458.395508
	Iteration 10Q: 3 clusters Score -6038376 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -6039819.000000 Penalty: 5458.395508
	Iteration 11Q: 3 clusters Score -6039819 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -6040556.500000 Penalty: 5458.395508
	Iteration 12Q: 3 clusters Score -6040556 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -6040918.500000 Penalty: 5458.395508
	Iteration 13Q: 3 clusters Score -6040918 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -6041118.000000 Penalty: 5458.395508
	Iteration 14Q: 3 clusters Score -6041118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -6041235.500000 Penalty: 5458.395508
	Iteration 15Q: 3 clusters Score -6041236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -6041302.500000 Penalty: 5458.395508
	Iteration 16Q: 3 clusters Score -6041302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -6041376.000000 Penalty: 5458.395508
	Iteration 17Q: 3 clusters Score -6041376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -6041415.000000 Penalty: 5458.395508
	Iteration 18Q: 3 clusters Score -6041415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -6041437.000000 Penalty: 5458.395508
	Iteration 19Q: 3 clusters Score -6041437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -6041463.000000 Penalty: 5458.395508
	Iteration 20F: 3 clusters Score -6041463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -6041479.500000 Penalty: 5458.395508
	Iteration 21Q: 3 clusters Score -6041480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -6041497.000000 Penalty: 5458.395508
	Iteration 22Q: 3 clusters Score -6041497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -6041519.500000 Penalty: 5458.395508
	Iteration 23Q: 3 clusters Score -6041520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -6041543.500000 Penalty: 5458.395508
	Iteration 24Q: 3 clusters Score -6041544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -6041554.000000 Penalty: 5458.395508
	Iteration 25Q: 3 clusters Score -6041554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -6041590.500000 Penalty: 5458.395508
	Iteration 26Q: 3 clusters Score -6041590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -6041604.000000 Penalty: 5458.395508
	Iteration 27Q: 3 clusters Score -6041604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -6041631.000000 Penalty: 5458.395508
	Iteration 28Q: 3 clusters Score -6041631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -6041647.500000 Penalty: 5458.395508
	Iteration 29Q: 3 clusters Score -6041648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -6041658.500000 Penalty: 5458.395508
	Iteration 30Q: 3 clusters Score -6041658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -6041667.000000 Penalty: 5458.395508
	Iteration 31Q: 3 clusters Score -6041667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -6041672.500000 Penalty: 5458.395508
	Iteration 32Q: 3 clusters Score -6041672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -6041687.500000 Penalty: 5458.395508
	Iteration 33Q: 3 clusters Score -6041688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -6041684.500000 Penalty: 5458.395508
	Iteration 34Q: 3 clusters Score -6041684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -6041698.000000 Penalty: 5458.395508
	Iteration 35Q: 3 clusters Score -6041698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -6041700.500000 Penalty: 5458.395508
	Iteration 36Q: 3 clusters Score -6041700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -6041711.000000 Penalty: 5458.395508
	Iteration 37Q: 3 clusters Score -6041711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -6041706.500000 Penalty: 5458.395508
	Iteration 38Q: 3 clusters Score -6041706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -6041711.000000 Penalty: 5458.395508
	Iteration 39Q: 3 clusters Score -6041711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -6041717.500000 Penalty: 5458.395508
	Iteration 40F: 3 clusters Score -6041718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -6041714.000000 Penalty: 5458.395508
	Iteration 41Q: 3 clusters Score -6041714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -6041716.500000 Penalty: 5458.395508
	Iteration 42Q: 3 clusters Score -6041716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -6041725.500000 Penalty: 5458.395508
	Iteration 43Q: 3 clusters Score -6041726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -6041726.000000 Penalty: 5458.395508
	Iteration 44Q: 3 clusters Score -6041726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -6041731.500000 Penalty: 5458.395508
	Iteration 45Q: 3 clusters Score -6041732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -6041734.000000 Penalty: 5458.395508
	Iteration 46Q: 3 clusters Score -6041734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -6041731.500000 Penalty: 5458.395508
	Iteration 47Q: 3 clusters Score -6041732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -6041732.500000 Penalty: 5458.395508
	Iteration 48Q: 3 clusters Score -6041732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -6041729.000000 Penalty: 5458.395508
	Iteration 49Q: 3 clusters Score -6041729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -6041729.000000 Penalty: 5458.395508
	Iteration 50F: 3 clusters Score -6041729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -661238.062500 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -661238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -655543.750000 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -655543.8 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -656976.375000 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -656976.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -657204.875000 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -657204.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -657346.250000 Penalty: 4385.071289
	Iteration 3Q: 3 clusters Score -657346.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -657454.437500 Penalty: 4385.071289
	Iteration 4Q: 3 clusters Score -657454.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -657531.812500 Penalty: 4385.071289
	Iteration 5Q: 3 clusters Score -657531.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -657615.375000 Penalty: 4385.071289
	Iteration 6Q: 3 clusters Score -657615.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -657694.375000 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -657694.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -657770.125000 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -657770.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -657829.437500 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -657829.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -657884.812500 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -657884.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -657952.250000 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -657952.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -658010.687500 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -658010.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -658083.187500 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -658083.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -658152.875000 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -658152.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -658208.500000 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -658208.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -658268.812500 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -658268.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -658326.562500 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -658326.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -658387.437500 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -658387.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -658443.875000 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -658443.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -658500.437500 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -658500.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -658560.750000 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -658560.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -658629.625000 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -658629.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -658703.437500 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -658703.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -658760.312500 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -658760.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -658823.875000 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -658823.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -658896.812500 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -658896.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -658968.750000 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -658968.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -659043.687500 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -659043.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -659113.875000 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -659113.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -659181.687500 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -659181.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -659252.375000 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -659252.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -659301.812500 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -659301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -659348.375000 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -659348.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -659397.187500 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -659397.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -659439.125000 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -659439.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -659469.000000 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -659469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -659486.437500 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -659486.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -659500.812500 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -659500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -659506.500000 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -659506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -659508.875000 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -659508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -659520.187500 Penalty: 4385.071289
	Iteration 41Q: 3 clusters Score -659520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -659532.187500 Penalty: 4385.071289
	Iteration 42Q: 3 clusters Score -659532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -659544.750000 Penalty: 4385.071289
	Iteration 43Q: 3 clusters Score -659544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -659551.875000 Penalty: 4385.071289
	Iteration 44Q: 3 clusters Score -659551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -659562.375000 Penalty: 4385.071289
	Iteration 45Q: 3 clusters Score -659562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -659571.687500 Penalty: 4385.071289
	Iteration 46Q: 3 clusters Score -659571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -659576.437500 Penalty: 4385.071289
	Iteration 47Q: 3 clusters Score -659576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -659585.312500 Penalty: 4385.071289
	Iteration 48Q: 3 clusters Score -659585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -659595.875000 Penalty: 4385.071289
	Iteration 49Q: 3 clusters Score -659595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -659602.187500 Penalty: 4385.071289
	Iteration 50Q: 3 clusters Score -659602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -659607.812500 Penalty: 4385.071289
	Iteration 51Q: 3 clusters Score -659607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -659611.875000 Penalty: 4385.071289
	Iteration 52Q: 3 clusters Score -659611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -659615.062500 Penalty: 4385.071289
	Iteration 53Q: 3 clusters Score -659615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -659618.812500 Penalty: 4385.071289
	Iteration 54Q: 3 clusters Score -659618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -659620.750000 Penalty: 4385.071289
	Iteration 55Q: 3 clusters Score -659620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -659620.750000 Penalty: 4385.071289
	Iteration 56F: 3 clusters Score -659620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1426949.375000 Penalty: 2393.905518
	Iteration 0F: 2 clusters Score -1426949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1415751.250000 Penalty: 4787.811035
	Iteration 0F: 3 clusters Score -1415751 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1419415.875000 Penalty: 4787.811035
	Iteration 1F: 3 clusters Score -1419416 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1419809.375000 Penalty: 4787.811035
	Iteration 2F: 3 clusters Score -1419809 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1420153.250000 Penalty: 4787.811035
	Iteration 3Q: 3 clusters Score -1420153 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1420563.250000 Penalty: 4787.811035
	Iteration 4Q: 3 clusters Score -1420563 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1421096.750000 Penalty: 4787.811035
	Iteration 5F: 3 clusters Score -1421097 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1421761.125000 Penalty: 4787.811035
	Iteration 6F: 3 clusters Score -1421761 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1422490.250000 Penalty: 4787.811035
	Iteration 7F: 3 clusters Score -1422490 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1423222.750000 Penalty: 4787.811035
	Iteration 8F: 3 clusters Score -1423223 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1423883.750000 Penalty: 4787.811035
	Iteration 9F: 3 clusters Score -1423884 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1424413.125000 Penalty: 4787.811035
	Iteration 10Q: 3 clusters Score -1424413 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1424773.750000 Penalty: 4787.811035
	Iteration 11Q: 3 clusters Score -1424774 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1425021.125000 Penalty: 4787.811035
	Iteration 12Q: 3 clusters Score -1425021 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1425188.125000 Penalty: 4787.811035
	Iteration 13Q: 3 clusters Score -1425188 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1425302.500000 Penalty: 4787.811035
	Iteration 14Q: 3 clusters Score -1425302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1425379.375000 Penalty: 4787.811035
	Iteration 15Q: 3 clusters Score -1425379 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1425438.125000 Penalty: 4787.811035
	Iteration 16Q: 3 clusters Score -1425438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1425465.000000 Penalty: 4787.811035
	Iteration 17Q: 3 clusters Score -1425465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1425494.375000 Penalty: 4787.811035
	Iteration 18Q: 3 clusters Score -1425494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1425510.375000 Penalty: 4787.811035
	Iteration 19Q: 3 clusters Score -1425510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1425519.125000 Penalty: 4787.811035
	Iteration 20F: 3 clusters Score -1425519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1425522.250000 Penalty: 4787.811035
	Iteration 21Q: 3 clusters Score -1425522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1425529.875000 Penalty: 4787.811035
	Iteration 22Q: 3 clusters Score -1425530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1425540.000000 Penalty: 4787.811035
	Iteration 23Q: 3 clusters Score -1425540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1425546.375000 Penalty: 4787.811035
	Iteration 24Q: 3 clusters Score -1425546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1425552.500000 Penalty: 4787.811035
	Iteration 25Q: 3 clusters Score -1425552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1425559.125000 Penalty: 4787.811035
	Iteration 26Q: 3 clusters Score -1425559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1425566.375000 Penalty: 4787.811035
	Iteration 27Q: 3 clusters Score -1425566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1425574.125000 Penalty: 4787.811035
	Iteration 28Q: 3 clusters Score -1425574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1425581.875000 Penalty: 4787.811035
	Iteration 29Q: 3 clusters Score -1425582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1425585.000000 Penalty: 4787.811035
	Iteration 30Q: 3 clusters Score -1425585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1425592.875000 Penalty: 4787.811035
	Iteration 31Q: 3 clusters Score -1425593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1425592.875000 Penalty: 4787.811035
	Iteration 32Q: 3 clusters Score -1425593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1425597.750000 Penalty: 4787.811035
	Iteration 33Q: 3 clusters Score -1425598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1425604.375000 Penalty: 4787.811035
	Iteration 34Q: 3 clusters Score -1425604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1425611.500000 Penalty: 4787.811035
	Iteration 35Q: 3 clusters Score -1425612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1425615.625000 Penalty: 4787.811035
	Iteration 36Q: 3 clusters Score -1425616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1425617.625000 Penalty: 4787.811035
	Iteration 37Q: 3 clusters Score -1425618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1425620.000000 Penalty: 4787.811035
	Iteration 38Q: 3 clusters Score -1425620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1425618.375000 Penalty: 4787.811035
	Iteration 39Q: 3 clusters Score -1425618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1425623.000000 Penalty: 4787.811035
	Iteration 40F: 3 clusters Score -1425623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1425620.375000 Penalty: 4787.811035
	Iteration 41Q: 3 clusters Score -1425620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1425624.125000 Penalty: 4787.811035
	Iteration 42Q: 3 clusters Score -1425624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1425625.500000 Penalty: 4787.811035
	Iteration 43Q: 3 clusters Score -1425626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1425626.250000 Penalty: 4787.811035
	Iteration 44Q: 3 clusters Score -1425626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1425629.125000 Penalty: 4787.811035
	Iteration 45Q: 3 clusters Score -1425629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1425633.625000 Penalty: 4787.811035
	Iteration 46Q: 3 clusters Score -1425634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1425634.250000 Penalty: 4787.811035
	Iteration 47Q: 3 clusters Score -1425634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1425634.750000 Penalty: 4787.811035
	Iteration 48Q: 3 clusters Score -1425635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1425636.875000 Penalty: 4787.811035
	Iteration 49Q: 3 clusters Score -1425637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1425640.125000 Penalty: 4787.811035
	Iteration 50Q: 3 clusters Score -1425640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1425640.000000 Penalty: 4787.811035
	Iteration 51Q: 3 clusters Score -1425640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1425643.250000 Penalty: 4787.811035
	Iteration 52Q: 3 clusters Score -1425643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1425642.500000 Penalty: 4787.811035
	Iteration 53Q: 3 clusters Score -1425642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1425646.750000 Penalty: 4787.811035
	Iteration 54Q: 3 clusters Score -1425647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1425646.625000 Penalty: 4787.811035
	Iteration 55Q: 3 clusters Score -1425647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1425646.625000 Penalty: 4787.811035
	Iteration 56F: 3 clusters Score -1425647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -204583.937500 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -204583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -201632.062500 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -201632.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -202424.140625 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -202424.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202825.453125 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -202825.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -203081.031250 Penalty: 3897.118652
	Iteration 3F: 3 clusters Score -203081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -203309.109375 Penalty: 3897.118652
	Iteration 4F: 3 clusters Score -203309.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203528.296875 Penalty: 3897.118652
	Iteration 5F: 3 clusters Score -203528.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203695.171875 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -203695.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203790.625000 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -203790.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -203849.125000 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -203849.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -203881.000000 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -203881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -203895.796875 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -203895.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -203908.921875 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -203908.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -203920.171875 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -203920.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -203930.375000 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -203930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -203940.296875 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -203940.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -203944.953125 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -203945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -203947.421875 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -203947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -203948.593750 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -203948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -203949.625000 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -203949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203949.781250 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -203949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203950.812500 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -203950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203951.000000 Penalty: 3897.118652
	Iteration 21Q: 3 clusters Score -203951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203951.000000 Penalty: 3897.118652
	Iteration 22F: 3 clusters Score -203951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -184103.125000 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -184103.1 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 1068 members 
Entering Unmasked Estep 
Score: -181461.156250 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -181461.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -181965.750000 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -181965.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -182117.109375 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -182117.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -182189.843750 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -182189.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -182251.265625 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -182251.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -182317.140625 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -182317.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -182372.218750 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -182372.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -182412.703125 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -182412.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -182453.171875 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -182453.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -182489.531250 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -182489.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -182516.828125 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -182516.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182548.531250 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -182548.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -182568.531250 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -182568.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -182586.281250 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -182586.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -182599.031250 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -182599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -182607.421875 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -182607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -182616.375000 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -182616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -182622.468750 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -182622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -182626.750000 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -182626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -182630.906250 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -182630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -182633.671875 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -182633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -182637.562500 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -182637.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182643.796875 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -182643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -182651.796875 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -182651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -182657.671875 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -182657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -182662.750000 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -182662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182679.156250 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -182679.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182705.546875 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -182705.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -182738.765625 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -182738.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -182766.703125 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -182766.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -182796.187500 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -182796.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -182822.640625 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -182822.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -182837.484375 Penalty: 3788.307373
	Iteration 32Q: 3 clusters Score -182837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -182853.156250 Penalty: 3788.307373
	Iteration 33Q: 3 clusters Score -182853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -182868.000000 Penalty: 3788.307373
	Iteration 34Q: 3 clusters Score -182868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -182875.843750 Penalty: 3788.307373
	Iteration 35Q: 3 clusters Score -182875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -182883.718750 Penalty: 3788.307373
	Iteration 36Q: 3 clusters Score -182883.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -182900.625000 Penalty: 3788.307373
	Iteration 37Q: 3 clusters Score -182900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -182920.656250 Penalty: 3788.307373
	Iteration 38Q: 3 clusters Score -182920.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -182941.921875 Penalty: 3788.307373
	Iteration 39Q: 3 clusters Score -182941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -182954.187500 Penalty: 3788.307373
	Iteration 40F: 3 clusters Score -182954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -182969.656250 Penalty: 3788.307373
	Iteration 41Q: 3 clusters Score -182969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -182980.609375 Penalty: 3788.307373
	Iteration 42Q: 3 clusters Score -182980.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -182989.828125 Penalty: 3788.307373
	Iteration 43Q: 3 clusters Score -182989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -182991.296875 Penalty: 3788.307373
	Iteration 44Q: 3 clusters Score -182991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -182992.453125 Penalty: 3788.307373
	Iteration 45Q: 3 clusters Score -182992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -182993.140625 Penalty: 3788.307373
	Iteration 46Q: 3 clusters Score -182993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -182993.140625 Penalty: 3788.307373
	Iteration 47F: 3 clusters Score -182993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -958150.750000 Penalty: 2284.065186
	Iteration 0F: 2 clusters Score -958150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -950491.937500 Penalty: 4568.130371
	Iteration 0F: 3 clusters Score -950491.9 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -952805.562500 Penalty: 4568.130371
	Iteration 1F: 3 clusters Score -952805.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -953260.375000 Penalty: 4568.130371
	Iteration 2F: 3 clusters Score -953260.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -953680.937500 Penalty: 4568.130371
	Iteration 3F: 3 clusters Score -953680.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -954041.500000 Penalty: 4568.130371
	Iteration 4F: 3 clusters Score -954041.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -954333.875000 Penalty: 4568.130371
	Iteration 5F: 3 clusters Score -954333.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -954549.000000 Penalty: 4568.130371
	Iteration 6Q: 3 clusters Score -954549 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -954740.062500 Penalty: 4568.130371
	Iteration 7Q: 3 clusters Score -954740.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -954875.250000 Penalty: 4568.130371
	Iteration 8Q: 3 clusters Score -954875.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -954993.187500 Penalty: 4568.130371
	Iteration 9Q: 3 clusters Score -954993.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -955110.375000 Penalty: 4568.130371
	Iteration 10Q: 3 clusters Score -955110.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -955208.125000 Penalty: 4568.130371
	Iteration 11Q: 3 clusters Score -955208.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -955288.375000 Penalty: 4568.130371
	Iteration 12Q: 3 clusters Score -955288.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -955370.562500 Penalty: 4568.130371
	Iteration 13Q: 3 clusters Score -955370.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -955454.500000 Penalty: 4568.130371
	Iteration 14Q: 3 clusters Score -955454.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -955532.750000 Penalty: 4568.130371
	Iteration 15Q: 3 clusters Score -955532.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -955592.937500 Penalty: 4568.130371
	Iteration 16Q: 3 clusters Score -955592.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -955644.312500 Penalty: 4568.130371
	Iteration 17Q: 3 clusters Score -955644.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -955680.250000 Penalty: 4568.130371
	Iteration 18Q: 3 clusters Score -955680.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -955719.062500 Penalty: 4568.130371
	Iteration 19Q: 3 clusters Score -955719.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -955744.125000 Penalty: 4568.130371
	Iteration 20F: 3 clusters Score -955744.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -955767.750000 Penalty: 4568.130371
	Iteration 21Q: 3 clusters Score -955767.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -955792.937500 Penalty: 4568.130371
	Iteration 22Q: 3 clusters Score -955792.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -955812.187500 Penalty: 4568.130371
	Iteration 23Q: 3 clusters Score -955812.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -955829.125000 Penalty: 4568.130371
	Iteration 24Q: 3 clusters Score -955829.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -955841.375000 Penalty: 4568.130371
	Iteration 25Q: 3 clusters Score -955841.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -955853.562500 Penalty: 4568.130371
	Iteration 26Q: 3 clusters Score -955853.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -955871.312500 Penalty: 4568.130371
	Iteration 27Q: 3 clusters Score -955871.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -955893.062500 Penalty: 4568.130371
	Iteration 28Q: 3 clusters Score -955893.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -955903.062500 Penalty: 4568.130371
	Iteration 29Q: 3 clusters Score -955903.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -955912.875000 Penalty: 4568.130371
	Iteration 30Q: 3 clusters Score -955912.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -955921.250000 Penalty: 4568.130371
	Iteration 31Q: 3 clusters Score -955921.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -955928.687500 Penalty: 4568.130371
	Iteration 32Q: 3 clusters Score -955928.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -955934.000000 Penalty: 4568.130371
	Iteration 33Q: 3 clusters Score -955934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -955939.125000 Penalty: 4568.130371
	Iteration 34Q: 3 clusters Score -955939.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -955943.125000 Penalty: 4568.130371
	Iteration 35Q: 3 clusters Score -955943.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -955950.250000 Penalty: 4568.130371
	Iteration 36Q: 3 clusters Score -955950.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -955955.000000 Penalty: 4568.130371
	Iteration 37Q: 3 clusters Score -955955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -955959.250000 Penalty: 4568.130371
	Iteration 38Q: 3 clusters Score -955959.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -955961.375000 Penalty: 4568.130371
	Iteration 39Q: 3 clusters Score -955961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -955965.687500 Penalty: 4568.130371
	Iteration 40F: 3 clusters Score -955965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -955969.562500 Penalty: 4568.130371
	Iteration 41Q: 3 clusters Score -955969.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -955972.062500 Penalty: 4568.130371
	Iteration 42Q: 3 clusters Score -955972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -955974.250000 Penalty: 4568.130371
	Iteration 43Q: 3 clusters Score -955974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -955973.687500 Penalty: 4568.130371
	Iteration 44Q: 3 clusters Score -955973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -955975.562500 Penalty: 4568.130371
	Iteration 45Q: 3 clusters Score -955975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -955976.125000 Penalty: 4568.130371
	Iteration 46Q: 3 clusters Score -955976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -955975.625000 Penalty: 4568.130371
	Iteration 47Q: 3 clusters Score -955975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -955976.437500 Penalty: 4568.130371
	Iteration 48Q: 3 clusters Score -955976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -955977.750000 Penalty: 4568.130371
	Iteration 49Q: 3 clusters Score -955977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -955978.437500 Penalty: 4568.130371
	Iteration 50Q: 3 clusters Score -955978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -955978.187500 Penalty: 4568.130371
	Iteration 51Q: 3 clusters Score -955978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -955978.375000 Penalty: 4568.130371
	Iteration 52Q: 3 clusters Score -955978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -955979.187500 Penalty: 4568.130371
	Iteration 53Q: 3 clusters Score -955979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -955980.312500 Penalty: 4568.130371
	Iteration 54Q: 3 clusters Score -955980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -955981.875000 Penalty: 4568.130371
	Iteration 55Q: 3 clusters Score -955981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -955984.125000 Penalty: 4568.130371
	Iteration 56Q: 3 clusters Score -955984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -955984.812500 Penalty: 4568.130371
	Iteration 57Q: 3 clusters Score -955984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -955985.187500 Penalty: 4568.130371
	Iteration 58Q: 3 clusters Score -955985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -955985.250000 Penalty: 4568.130371
	Iteration 59Q: 3 clusters Score -955985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -955985.062500 Penalty: 4568.130371
	Iteration 60F: 3 clusters Score -955985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -955983.562500 Penalty: 4568.130371
	Iteration 61Q: 3 clusters Score -955983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -955984.000000 Penalty: 4568.130371
	Iteration 62Q: 3 clusters Score -955984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -955983.687500 Penalty: 4568.130371
	Iteration 63Q: 3 clusters Score -955983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -955983.687500 Penalty: 4568.130371
	Iteration 64F: 3 clusters Score -955983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Entering Unmasked Estep 
Score: -1545067.125000 Penalty: 2399.497803
	Iteration 0F: 2 clusters Score -1545067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1533465.250000 Penalty: 4798.995605
	Iteration 0F: 3 clusters Score -1533465 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1537247.125000 Penalty: 4798.995605
	Iteration 1F: 3 clusters Score -1537247 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1537747.250000 Penalty: 4798.995605
	Iteration 2F: 3 clusters Score -1537747 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1538289.875000 Penalty: 4798.995605
	Iteration 3F: 3 clusters Score -1538290 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1538894.875000 Penalty: 4798.995605
	Iteration 4F: 3 clusters Score -1538895 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1539553.250000 Penalty: 4798.995605
	Iteration 5F: 3 clusters Score -1539553 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1540242.375000 Penalty: 4798.995605
	Iteration 6F: 3 clusters Score -1540242 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1540851.875000 Penalty: 4798.995605
	Iteration 7F: 3 clusters Score -1540852 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1541365.750000 Penalty: 4798.995605
	Iteration 8Q: 3 clusters Score -1541366 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1541738.750000 Penalty: 4798.995605
	Iteration 9Q: 3 clusters Score -1541739 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1541991.875000 Penalty: 4798.995605
	Iteration 10Q: 3 clusters Score -1541992 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1542147.250000 Penalty: 4798.995605
	Iteration 11Q: 3 clusters Score -1542147 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1542266.250000 Penalty: 4798.995605
	Iteration 12Q: 3 clusters Score -1542266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1542347.750000 Penalty: 4798.995605
	Iteration 13Q: 3 clusters Score -1542348 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1542429.250000 Penalty: 4798.995605
	Iteration 14Q: 3 clusters Score -1542429 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1542495.375000 Penalty: 4798.995605
	Iteration 15Q: 3 clusters Score -1542495 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1542548.250000 Penalty: 4798.995605
	Iteration 16Q: 3 clusters Score -1542548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1542589.750000 Penalty: 4798.995605
	Iteration 17Q: 3 clusters Score -1542590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1542631.375000 Penalty: 4798.995605
	Iteration 18Q: 3 clusters Score -1542631 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1542682.500000 Penalty: 4798.995605
	Iteration 19Q: 3 clusters Score -1542682 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1542732.375000 Penalty: 4798.995605
	Iteration 20F: 3 clusters Score -1542732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1542790.750000 Penalty: 4798.995605
	Iteration 21Q: 3 clusters Score -1542791 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1542825.625000 Penalty: 4798.995605
	Iteration 22Q: 3 clusters Score -1542826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1542858.750000 Penalty: 4798.995605
	Iteration 23Q: 3 clusters Score -1542859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1542885.250000 Penalty: 4798.995605
	Iteration 24Q: 3 clusters Score -1542885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1542913.375000 Penalty: 4798.995605
	Iteration 25Q: 3 clusters Score -1542913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1542947.750000 Penalty: 4798.995605
	Iteration 26Q: 3 clusters Score -1542948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1542966.250000 Penalty: 4798.995605
	Iteration 27Q: 3 clusters Score -1542966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1542979.000000 Penalty: 4798.995605
	Iteration 28Q: 3 clusters Score -1542979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1542994.375000 Penalty: 4798.995605
	Iteration 29Q: 3 clusters Score -1542994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1543003.875000 Penalty: 4798.995605
	Iteration 30Q: 3 clusters Score -1543004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1543016.125000 Penalty: 4798.995605
	Iteration 31Q: 3 clusters Score -1543016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1543026.000000 Penalty: 4798.995605
	Iteration 32Q: 3 clusters Score -1543026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1543028.750000 Penalty: 4798.995605
	Iteration 33Q: 3 clusters Score -1543029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1543036.375000 Penalty: 4798.995605
	Iteration 34Q: 3 clusters Score -1543036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1543047.375000 Penalty: 4798.995605
	Iteration 35Q: 3 clusters Score -1543047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1543054.750000 Penalty: 4798.995605
	Iteration 36Q: 3 clusters Score -1543055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1543061.125000 Penalty: 4798.995605
	Iteration 37Q: 3 clusters Score -1543061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1543063.625000 Penalty: 4798.995605
	Iteration 38Q: 3 clusters Score -1543064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1543064.625000 Penalty: 4798.995605
	Iteration 39Q: 3 clusters Score -1543065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1543062.875000 Penalty: 4798.995605
	Iteration 40F: 3 clusters Score -1543063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1543060.250000 Penalty: 4798.995605
	Iteration 41Q: 3 clusters Score -1543060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1543068.750000 Penalty: 4798.995605
	Iteration 42Q: 3 clusters Score -1543069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1543071.125000 Penalty: 4798.995605
	Iteration 43Q: 3 clusters Score -1543071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1543077.250000 Penalty: 4798.995605
	Iteration 44Q: 3 clusters Score -1543077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1543079.250000 Penalty: 4798.995605
	Iteration 45Q: 3 clusters Score -1543079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1543080.250000 Penalty: 4798.995605
	Iteration 46Q: 3 clusters Score -1543080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1543085.000000 Penalty: 4798.995605
	Iteration 47Q: 3 clusters Score -1543085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1543087.500000 Penalty: 4798.995605
	Iteration 48Q: 3 clusters Score -1543088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1543089.125000 Penalty: 4798.995605
	Iteration 49Q: 3 clusters Score -1543089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1543094.750000 Penalty: 4798.995605
	Iteration 50Q: 3 clusters Score -1543095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1543105.750000 Penalty: 4798.995605
	Iteration 51Q: 3 clusters Score -1543106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1543105.500000 Penalty: 4798.995605
	Iteration 52Q: 3 clusters Score -1543106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1543112.625000 Penalty: 4798.995605
	Iteration 53Q: 3 clusters Score -1543113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1543113.250000 Penalty: 4798.995605
	Iteration 54Q: 3 clusters Score -1543113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1543118.625000 Penalty: 4798.995605
	Iteration 55Q: 3 clusters Score -1543119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1543122.125000 Penalty: 4798.995605
	Iteration 56Q: 3 clusters Score -1543122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1543123.000000 Penalty: 4798.995605
	Iteration 57Q: 3 clusters Score -1543123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1543122.875000 Penalty: 4798.995605
	Iteration 58Q: 3 clusters Score -1543123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1543132.375000 Penalty: 4798.995605
	Iteration 59Q: 3 clusters Score -1543132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1543135.500000 Penalty: 4798.995605
	Iteration 60F: 3 clusters Score -1543136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1543136.125000 Penalty: 4798.995605
	Iteration 61Q: 3 clusters Score -1543136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1543139.125000 Penalty: 4798.995605
	Iteration 62Q: 3 clusters Score -1543139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1543145.000000 Penalty: 4798.995605
	Iteration 63Q: 3 clusters Score -1543145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1543145.875000 Penalty: 4798.995605
	Iteration 64Q: 3 clusters Score -1543146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1543143.750000 Penalty: 4798.995605
	Iteration 65Q: 3 clusters Score -1543144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1543145.125000 Penalty: 4798.995605
	Iteration 66Q: 3 clusters Score -1543145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1543148.250000 Penalty: 4798.995605
	Iteration 67Q: 3 clusters Score -1543148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1543148.375000 Penalty: 4798.995605
	Iteration 68Q: 3 clusters Score -1543148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1543151.250000 Penalty: 4798.995605
	Iteration 69Q: 3 clusters Score -1543151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1543149.750000 Penalty: 4798.995605
	Iteration 70Q: 3 clusters Score -1543150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1543154.375000 Penalty: 4798.995605
	Iteration 71Q: 3 clusters Score -1543154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1543153.750000 Penalty: 4798.995605
	Iteration 72Q: 3 clusters Score -1543154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1543158.125000 Penalty: 4798.995605
	Iteration 73Q: 3 clusters Score -1543158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1543158.125000 Penalty: 4798.995605
	Iteration 74Q: 3 clusters Score -1543158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1543159.375000 Penalty: 4798.995605
	Iteration 75Q: 3 clusters Score -1543159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1543162.750000 Penalty: 4798.995605
	Iteration 76Q: 3 clusters Score -1543163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1543167.250000 Penalty: 4798.995605
	Iteration 77Q: 3 clusters Score -1543167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1543166.000000 Penalty: 4798.995605
	Iteration 78Q: 3 clusters Score -1543166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1543167.250000 Penalty: 4798.995605
	Iteration 79Q: 3 clusters Score -1543167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1543170.875000 Penalty: 4798.995605
	Iteration 80F: 3 clusters Score -1543171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1543171.000000 Penalty: 4798.995605
	Iteration 81Q: 3 clusters Score -1543171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1543170.750000 Penalty: 4798.995605
	Iteration 82Q: 3 clusters Score -1543171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1543175.000000 Penalty: 4798.995605
	Iteration 83Q: 3 clusters Score -1543175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1543173.000000 Penalty: 4798.995605
	Iteration 84Q: 3 clusters Score -1543173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1543180.125000 Penalty: 4798.995605
	Iteration 85Q: 3 clusters Score -1543180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1543182.250000 Penalty: 4798.995605
	Iteration 86Q: 3 clusters Score -1543182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1543184.375000 Penalty: 4798.995605
	Iteration 87Q: 3 clusters Score -1543184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1543186.750000 Penalty: 4798.995605
	Iteration 88Q: 3 clusters Score -1543187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1543182.750000 Penalty: 4798.995605
	Iteration 89Q: 3 clusters Score -1543183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1543180.375000 Penalty: 4798.995605
	Iteration 90Q: 3 clusters Score -1543180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1543182.875000 Penalty: 4798.995605
	Iteration 91Q: 3 clusters Score -1543183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1543183.625000 Penalty: 4798.995605
	Iteration 92Q: 3 clusters Score -1543184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1543180.250000 Penalty: 4798.995605
	Iteration 93Q: 3 clusters Score -1543180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1543179.625000 Penalty: 4798.995605
	Iteration 94Q: 3 clusters Score -1543180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1543182.875000 Penalty: 4798.995605
	Iteration 95Q: 3 clusters Score -1543183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1543182.875000 Penalty: 4798.995605
	Iteration 96Q: 3 clusters Score -1543183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1543183.875000 Penalty: 4798.995605
	Iteration 97Q: 3 clusters Score -1543184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1543186.750000 Penalty: 4798.995605
	Iteration 98Q: 3 clusters Score -1543187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1543187.875000 Penalty: 4798.995605
	Iteration 99Q: 3 clusters Score -1543188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1543187.875000 Penalty: 4798.995605
	Iteration 100F: 3 clusters Score -1543188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -573941.500000 Penalty: 2144.149170
	Iteration 0F: 2 clusters Score -573941.5 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 2875 members 
Entering Unmasked Estep 
Score: -569040.187500 Penalty: 4288.298340
	Iteration 0F: 3 clusters Score -569040.2 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -570215.062500 Penalty: 4288.298340
	Iteration 1F: 3 clusters Score -570215.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -570449.625000 Penalty: 4288.298340
	Iteration 2F: 3 clusters Score -570449.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -570614.000000 Penalty: 4288.298340
	Iteration 3F: 3 clusters Score -570614 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -570760.125000 Penalty: 4288.298340
	Iteration 4Q: 3 clusters Score -570760.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -570893.562500 Penalty: 4288.298340
	Iteration 5Q: 3 clusters Score -570893.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -571015.750000 Penalty: 4288.298340
	Iteration 6Q: 3 clusters Score -571015.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -571120.500000 Penalty: 4288.298340
	Iteration 7Q: 3 clusters Score -571120.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -571223.500000 Penalty: 4288.298340
	Iteration 8Q: 3 clusters Score -571223.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -571325.812500 Penalty: 4288.298340
	Iteration 9Q: 3 clusters Score -571325.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -571429.687500 Penalty: 4288.298340
	Iteration 10Q: 3 clusters Score -571429.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -571503.937500 Penalty: 4288.298340
	Iteration 11Q: 3 clusters Score -571503.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -571562.625000 Penalty: 4288.298340
	Iteration 12Q: 3 clusters Score -571562.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -571611.312500 Penalty: 4288.298340
	Iteration 13Q: 3 clusters Score -571611.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -571652.062500 Penalty: 4288.298340
	Iteration 14Q: 3 clusters Score -571652.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -571695.812500 Penalty: 4288.298340
	Iteration 15Q: 3 clusters Score -571695.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -571738.375000 Penalty: 4288.298340
	Iteration 16Q: 3 clusters Score -571738.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -571776.000000 Penalty: 4288.298340
	Iteration 17Q: 3 clusters Score -571776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -571796.312500 Penalty: 4288.298340
	Iteration 18Q: 3 clusters Score -571796.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -571814.062500 Penalty: 4288.298340
	Iteration 19Q: 3 clusters Score -571814.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -571826.937500 Penalty: 4288.298340
	Iteration 20F: 3 clusters Score -571826.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -571841.187500 Penalty: 4288.298340
	Iteration 21Q: 3 clusters Score -571841.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -571857.062500 Penalty: 4288.298340
	Iteration 22Q: 3 clusters Score -571857.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -571873.187500 Penalty: 4288.298340
	Iteration 23Q: 3 clusters Score -571873.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -571893.437500 Penalty: 4288.298340
	Iteration 24Q: 3 clusters Score -571893.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -571913.625000 Penalty: 4288.298340
	Iteration 25Q: 3 clusters Score -571913.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -571924.875000 Penalty: 4288.298340
	Iteration 26Q: 3 clusters Score -571924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -571935.812500 Penalty: 4288.298340
	Iteration 27Q: 3 clusters Score -571935.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -571946.000000 Penalty: 4288.298340
	Iteration 28Q: 3 clusters Score -571946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -571963.000000 Penalty: 4288.298340
	Iteration 29Q: 3 clusters Score -571963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -571971.812500 Penalty: 4288.298340
	Iteration 30Q: 3 clusters Score -571971.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -571980.562500 Penalty: 4288.298340
	Iteration 31Q: 3 clusters Score -571980.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -571985.875000 Penalty: 4288.298340
	Iteration 32Q: 3 clusters Score -571985.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -571993.875000 Penalty: 4288.298340
	Iteration 33Q: 3 clusters Score -571993.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -571999.750000 Penalty: 4288.298340
	Iteration 34Q: 3 clusters Score -571999.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -572008.125000 Penalty: 4288.298340
	Iteration 35Q: 3 clusters Score -572008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -572014.750000 Penalty: 4288.298340
	Iteration 36Q: 3 clusters Score -572014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -572019.812500 Penalty: 4288.298340
	Iteration 37Q: 3 clusters Score -572019.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -572024.875000 Penalty: 4288.298340
	Iteration 38Q: 3 clusters Score -572024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -572031.000000 Penalty: 4288.298340
	Iteration 39Q: 3 clusters Score -572031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -572037.500000 Penalty: 4288.298340
	Iteration 40F: 3 clusters Score -572037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -572041.562500 Penalty: 4288.298340
	Iteration 41Q: 3 clusters Score -572041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -572041.562500 Penalty: 4288.298340
	Iteration 42Q: 3 clusters Score -572041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -572043.937500 Penalty: 4288.298340
	Iteration 43Q: 3 clusters Score -572043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -572045.625000 Penalty: 4288.298340
	Iteration 44Q: 3 clusters Score -572045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -572047.437500 Penalty: 4288.298340
	Iteration 45Q: 3 clusters Score -572047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -572050.375000 Penalty: 4288.298340
	Iteration 46Q: 3 clusters Score -572050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -572051.812500 Penalty: 4288.298340
	Iteration 47Q: 3 clusters Score -572051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -572052.812500 Penalty: 4288.298340
	Iteration 48Q: 3 clusters Score -572052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -572054.312500 Penalty: 4288.298340
	Iteration 49Q: 3 clusters Score -572054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -572057.687500 Penalty: 4288.298340
	Iteration 50Q: 3 clusters Score -572057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -572057.437500 Penalty: 4288.298340
	Iteration 51Q: 3 clusters Score -572057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -572060.937500 Penalty: 4288.298340
	Iteration 52Q: 3 clusters Score -572060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -572062.312500 Penalty: 4288.298340
	Iteration 53Q: 3 clusters Score -572062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -572063.000000 Penalty: 4288.298340
	Iteration 54Q: 3 clusters Score -572063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -572064.625000 Penalty: 4288.298340
	Iteration 55Q: 3 clusters Score -572064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -572065.062500 Penalty: 4288.298340
	Iteration 56Q: 3 clusters Score -572065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -572065.625000 Penalty: 4288.298340
	Iteration 57Q: 3 clusters Score -572065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -572068.062500 Penalty: 4288.298340
	Iteration 58Q: 3 clusters Score -572068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -572069.125000 Penalty: 4288.298340
	Iteration 59Q: 3 clusters Score -572069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -572072.062500 Penalty: 4288.298340
	Iteration 60F: 3 clusters Score -572072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -572073.312500 Penalty: 4288.298340
	Iteration 61Q: 3 clusters Score -572073.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -572076.500000 Penalty: 4288.298340
	Iteration 62Q: 3 clusters Score -572076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -572078.812500 Penalty: 4288.298340
	Iteration 63Q: 3 clusters Score -572078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -572080.812500 Penalty: 4288.298340
	Iteration 64Q: 3 clusters Score -572080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -572080.937500 Penalty: 4288.298340
	Iteration 65Q: 3 clusters Score -572080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -572081.875000 Penalty: 4288.298340
	Iteration 66Q: 3 clusters Score -572081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -572081.562500 Penalty: 4288.298340
	Iteration 67Q: 3 clusters Score -572081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -572081.562500 Penalty: 4288.298340
	Iteration 68F: 3 clusters Score -572081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Entering Unmasked Estep 
Score: -2441049.000000 Penalty: 2508.018555
	Iteration 0F: 2 clusters Score -2441049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2423898.250000 Penalty: 5016.037109
	Iteration 0F: 3 clusters Score -2423898 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2430023.500000 Penalty: 5016.037109
	Iteration 1F: 3 clusters Score -2430024 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2430602.750000 Penalty: 5016.037109
	Iteration 2F: 3 clusters Score -2430603 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2431150.000000 Penalty: 5016.037109
	Iteration 3F: 3 clusters Score -2431150 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2431716.500000 Penalty: 5016.037109
	Iteration 4Q: 3 clusters Score -2431716 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2432387.750000 Penalty: 5016.037109
	Iteration 5Q: 3 clusters Score -2432388 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2433224.000000 Penalty: 5016.037109
	Iteration 6F: 3 clusters Score -2433224 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2434142.250000 Penalty: 5016.037109
	Iteration 7F: 3 clusters Score -2434142 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2434975.500000 Penalty: 5016.037109
	Iteration 8F: 3 clusters Score -2434976 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2435629.000000 Penalty: 5016.037109
	Iteration 9Q: 3 clusters Score -2435629 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2436114.250000 Penalty: 5016.037109
	Iteration 10Q: 3 clusters Score -2436114 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2436447.250000 Penalty: 5016.037109
	Iteration 11Q: 3 clusters Score -2436447 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2436674.000000 Penalty: 5016.037109
	Iteration 12Q: 3 clusters Score -2436674 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2436844.750000 Penalty: 5016.037109
	Iteration 13Q: 3 clusters Score -2436845 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2436964.750000 Penalty: 5016.037109
	Iteration 14Q: 3 clusters Score -2436965 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2437059.750000 Penalty: 5016.037109
	Iteration 15Q: 3 clusters Score -2437060 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2437117.000000 Penalty: 5016.037109
	Iteration 16Q: 3 clusters Score -2437117 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2437158.000000 Penalty: 5016.037109
	Iteration 17Q: 3 clusters Score -2437158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2437188.750000 Penalty: 5016.037109
	Iteration 18Q: 3 clusters Score -2437189 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2437213.250000 Penalty: 5016.037109
	Iteration 19Q: 3 clusters Score -2437213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2437223.000000 Penalty: 5016.037109
	Iteration 20F: 3 clusters Score -2437223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2437237.500000 Penalty: 5016.037109
	Iteration 21Q: 3 clusters Score -2437238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2437242.000000 Penalty: 5016.037109
	Iteration 22Q: 3 clusters Score -2437242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2437248.750000 Penalty: 5016.037109
	Iteration 23Q: 3 clusters Score -2437249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2437252.500000 Penalty: 5016.037109
	Iteration 24Q: 3 clusters Score -2437252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2437255.750000 Penalty: 5016.037109
	Iteration 25Q: 3 clusters Score -2437256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2437256.000000 Penalty: 5016.037109
	Iteration 26Q: 3 clusters Score -2437256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2437266.250000 Penalty: 5016.037109
	Iteration 27Q: 3 clusters Score -2437266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2437271.500000 Penalty: 5016.037109
	Iteration 28Q: 3 clusters Score -2437272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2437270.750000 Penalty: 5016.037109
	Iteration 29Q: 3 clusters Score -2437271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2437270.000000 Penalty: 5016.037109
	Iteration 30Q: 3 clusters Score -2437270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2437275.250000 Penalty: 5016.037109
	Iteration 31Q: 3 clusters Score -2437275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2437275.500000 Penalty: 5016.037109
	Iteration 32Q: 3 clusters Score -2437276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2437273.500000 Penalty: 5016.037109
	Iteration 33Q: 3 clusters Score -2437274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2437276.750000 Penalty: 5016.037109
	Iteration 34Q: 3 clusters Score -2437277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2437275.250000 Penalty: 5016.037109
	Iteration 35Q: 3 clusters Score -2437275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2437276.250000 Penalty: 5016.037109
	Iteration 36Q: 3 clusters Score -2437276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2437274.750000 Penalty: 5016.037109
	Iteration 37Q: 3 clusters Score -2437275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2437271.500000 Penalty: 5016.037109
	Iteration 38Q: 3 clusters Score -2437272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2437276.250000 Penalty: 5016.037109
	Iteration 39Q: 3 clusters Score -2437276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2437276.000000 Penalty: 5016.037109
	Iteration 40F: 3 clusters Score -2437276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2437280.500000 Penalty: 5016.037109
	Iteration 41Q: 3 clusters Score -2437280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2437275.250000 Penalty: 5016.037109
	Iteration 42Q: 3 clusters Score -2437275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2437275.500000 Penalty: 5016.037109
	Iteration 43Q: 3 clusters Score -2437276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2437277.750000 Penalty: 5016.037109
	Iteration 44Q: 3 clusters Score -2437278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2437277.500000 Penalty: 5016.037109
	Iteration 45Q: 3 clusters Score -2437278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2437276.500000 Penalty: 5016.037109
	Iteration 46Q: 3 clusters Score -2437276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2437284.000000 Penalty: 5016.037109
	Iteration 47Q: 3 clusters Score -2437284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2437284.750000 Penalty: 5016.037109
	Iteration 48Q: 3 clusters Score -2437285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2437286.000000 Penalty: 5016.037109
	Iteration 49Q: 3 clusters Score -2437286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2437288.250000 Penalty: 5016.037109
	Iteration 50Q: 3 clusters Score -2437288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2437285.000000 Penalty: 5016.037109
	Iteration 51Q: 3 clusters Score -2437285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2437282.750000 Penalty: 5016.037109
	Iteration 52Q: 3 clusters Score -2437283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2437283.750000 Penalty: 5016.037109
	Iteration 53Q: 3 clusters Score -2437284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2437286.250000 Penalty: 5016.037109
	Iteration 54Q: 3 clusters Score -2437286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2437284.000000 Penalty: 5016.037109
	Iteration 55Q: 3 clusters Score -2437284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2437284.000000 Penalty: 5016.037109
	Iteration 56F: 3 clusters Score -2437284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -664070.437500 Penalty: 2201.659912
	Iteration 0F: 2 clusters Score -664070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -658168.312500 Penalty: 4403.319824
	Iteration 0F: 3 clusters Score -658168.3 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -659852.125000 Penalty: 4403.319824
	Iteration 1F: 3 clusters Score -659852.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -660190.250000 Penalty: 4403.319824
	Iteration 2F: 3 clusters Score -660190.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -660482.125000 Penalty: 4403.319824
	Iteration 3F: 3 clusters Score -660482.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -660742.125000 Penalty: 4403.319824
	Iteration 4F: 3 clusters Score -660742.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -660969.500000 Penalty: 4403.319824
	Iteration 5Q: 3 clusters Score -660969.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -661196.750000 Penalty: 4403.319824
	Iteration 6Q: 3 clusters Score -661196.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -661495.875000 Penalty: 4403.319824
	Iteration 7Q: 3 clusters Score -661495.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661808.375000 Penalty: 4403.319824
	Iteration 8Q: 3 clusters Score -661808.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -662094.062500 Penalty: 4403.319824
	Iteration 9Q: 3 clusters Score -662094.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -662378.500000 Penalty: 4403.319824
	Iteration 10Q: 3 clusters Score -662378.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -662642.187500 Penalty: 4403.319824
	Iteration 11Q: 3 clusters Score -662642.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -662870.125000 Penalty: 4403.319824
	Iteration 12Q: 3 clusters Score -662870.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -663062.812500 Penalty: 4403.319824
	Iteration 13Q: 3 clusters Score -663062.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -663216.125000 Penalty: 4403.319824
	Iteration 14Q: 3 clusters Score -663216.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -663319.562500 Penalty: 4403.319824
	Iteration 15Q: 3 clusters Score -663319.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -663393.625000 Penalty: 4403.319824
	Iteration 16Q: 3 clusters Score -663393.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -663444.125000 Penalty: 4403.319824
	Iteration 17Q: 3 clusters Score -663444.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -663481.875000 Penalty: 4403.319824
	Iteration 18Q: 3 clusters Score -663481.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -663500.125000 Penalty: 4403.319824
	Iteration 19Q: 3 clusters Score -663500.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -663516.750000 Penalty: 4403.319824
	Iteration 20F: 3 clusters Score -663516.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -663531.312500 Penalty: 4403.319824
	Iteration 21Q: 3 clusters Score -663531.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -663551.125000 Penalty: 4403.319824
	Iteration 22Q: 3 clusters Score -663551.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -663561.875000 Penalty: 4403.319824
	Iteration 23Q: 3 clusters Score -663561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -663569.437500 Penalty: 4403.319824
	Iteration 24Q: 3 clusters Score -663569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -663573.375000 Penalty: 4403.319824
	Iteration 25Q: 3 clusters Score -663573.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -663578.500000 Penalty: 4403.319824
	Iteration 26Q: 3 clusters Score -663578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -663584.000000 Penalty: 4403.319824
	Iteration 27Q: 3 clusters Score -663584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -663591.562500 Penalty: 4403.319824
	Iteration 28Q: 3 clusters Score -663591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -663593.750000 Penalty: 4403.319824
	Iteration 29Q: 3 clusters Score -663593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -663595.687500 Penalty: 4403.319824
	Iteration 30Q: 3 clusters Score -663595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -663597.625000 Penalty: 4403.319824
	Iteration 31Q: 3 clusters Score -663597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -663598.937500 Penalty: 4403.319824
	Iteration 32Q: 3 clusters Score -663598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -663599.437500 Penalty: 4403.319824
	Iteration 33Q: 3 clusters Score -663599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -663601.125000 Penalty: 4403.319824
	Iteration 34Q: 3 clusters Score -663601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -663601.187500 Penalty: 4403.319824
	Iteration 35Q: 3 clusters Score -663601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -663603.625000 Penalty: 4403.319824
	Iteration 36Q: 3 clusters Score -663603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -663602.937500 Penalty: 4403.319824
	Iteration 37Q: 3 clusters Score -663602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -663604.500000 Penalty: 4403.319824
	Iteration 38Q: 3 clusters Score -663604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -663604.500000 Penalty: 4403.319824
	Iteration 39F: 3 clusters Score -663604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -161572.031250 Penalty: 1867.159546
	Iteration 0F: 2 clusters Score -161572 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 938 members 
Entering Unmasked Estep 
Score: -159000.531250 Penalty: 3734.319092
	Iteration 0F: 3 clusters Score -159000.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -159515.796875 Penalty: 3734.319092
	Iteration 1F: 3 clusters Score -159515.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -159717.296875 Penalty: 3734.319092
	Iteration 2F: 3 clusters Score -159717.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -159862.281250 Penalty: 3734.319092
	Iteration 3F: 3 clusters Score -159862.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -159995.515625 Penalty: 3734.319092
	Iteration 4F: 3 clusters Score -159995.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -160140.843750 Penalty: 3734.319092
	Iteration 5F: 3 clusters Score -160140.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -160295.437500 Penalty: 3734.319092
	Iteration 6Q: 3 clusters Score -160295.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -160447.140625 Penalty: 3734.319092
	Iteration 7Q: 3 clusters Score -160447.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -160566.328125 Penalty: 3734.319092
	Iteration 8Q: 3 clusters Score -160566.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -160649.375000 Penalty: 3734.319092
	Iteration 9Q: 3 clusters Score -160649.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -160699.437500 Penalty: 3734.319092
	Iteration 10Q: 3 clusters Score -160699.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -160729.875000 Penalty: 3734.319092
	Iteration 11Q: 3 clusters Score -160729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -160749.937500 Penalty: 3734.319092
	Iteration 12Q: 3 clusters Score -160749.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -160765.593750 Penalty: 3734.319092
	Iteration 13Q: 3 clusters Score -160765.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -160780.562500 Penalty: 3734.319092
	Iteration 14Q: 3 clusters Score -160780.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -160800.015625 Penalty: 3734.319092
	Iteration 15Q: 3 clusters Score -160800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -160815.500000 Penalty: 3734.319092
	Iteration 16Q: 3 clusters Score -160815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -160831.234375 Penalty: 3734.319092
	Iteration 17Q: 3 clusters Score -160831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -160844.109375 Penalty: 3734.319092
	Iteration 18Q: 3 clusters Score -160844.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -160860.375000 Penalty: 3734.319092
	Iteration 19Q: 3 clusters Score -160860.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -160875.531250 Penalty: 3734.319092
	Iteration 20F: 3 clusters Score -160875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -160887.843750 Penalty: 3734.319092
	Iteration 21Q: 3 clusters Score -160887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -160892.515625 Penalty: 3734.319092
	Iteration 22Q: 3 clusters Score -160892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160895.984375 Penalty: 3734.319092
	Iteration 23Q: 3 clusters Score -160896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -160899.281250 Penalty: 3734.319092
	Iteration 24Q: 3 clusters Score -160899.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -160903.296875 Penalty: 3734.319092
	Iteration 25Q: 3 clusters Score -160903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160910.968750 Penalty: 3734.319092
	Iteration 26Q: 3 clusters Score -160911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -160915.671875 Penalty: 3734.319092
	Iteration 27Q: 3 clusters Score -160915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -160919.468750 Penalty: 3734.319092
	Iteration 28Q: 3 clusters Score -160919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -160920.515625 Penalty: 3734.319092
	Iteration 29Q: 3 clusters Score -160920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160921.781250 Penalty: 3734.319092
	Iteration 30Q: 3 clusters Score -160921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160921.781250 Penalty: 3734.319092
	Iteration 31F: 3 clusters Score -160921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -377128.562500 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -377128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -373071.406250 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -373071.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -374171.031250 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -374171 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -374576.625000 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -374576.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -374968.593750 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -374968.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -375441.218750 Penalty: 4144.851074
	Iteration 4F: 3 clusters Score -375441.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -375886.562500 Penalty: 4144.851074
	Iteration 5F: 3 clusters Score -375886.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -376261.500000 Penalty: 4144.851074
	Iteration 6F: 3 clusters Score -376261.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -376522.093750 Penalty: 4144.851074
	Iteration 7F: 3 clusters Score -376522.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -376691.687500 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -376691.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -376830.562500 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -376830.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -376918.062500 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -376918.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -376973.187500 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -376973.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -376998.000000 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -376998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -377014.000000 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -377014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -377030.906250 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -377030.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -377043.437500 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -377043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -377060.093750 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -377060.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -377083.843750 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -377083.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -377100.343750 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -377100.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -377110.187500 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -377110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -377115.562500 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -377115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -377120.625000 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -377120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377124.562500 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -377124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -377126.343750 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -377126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377126.531250 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -377126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -377129.187500 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -377129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -377128.906250 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -377128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -377130.125000 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -377130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -377130.281250 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -377130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -377130.406250 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -377130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -377130.406250 Penalty: 4144.851074
	Iteration 30F: 3 clusters Score -377130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60164 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35099 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9040 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97265 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Mstep: Class 49 contains 2046 members 
Entering Unmasked Estep 
Score: -58913560.000000 Penalty: 162199.796875
Splitting cluster 16 changes total score from -58914856.000000 to -58913560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Entering Unmasked Estep 
Score: -2416672.000000 Penalty: 2510.221191
	Iteration 0F: 2 clusters Score -2416672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2399545.500000 Penalty: 5020.442383
	Iteration 0F: 3 clusters Score -2399546 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2405557.750000 Penalty: 5020.442383
	Iteration 1F: 3 clusters Score -2405558 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2406052.750000 Penalty: 5020.442383
	Iteration 2F: 3 clusters Score -2406053 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2406516.000000 Penalty: 5020.442383
	Iteration 3Q: 3 clusters Score -2406516 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2406994.500000 Penalty: 5020.442383
	Iteration 4Q: 3 clusters Score -2406994 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2407494.500000 Penalty: 5020.442383
	Iteration 5Q: 3 clusters Score -2407494 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2408062.750000 Penalty: 5020.442383
	Iteration 6Q: 3 clusters Score -2408063 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2408755.250000 Penalty: 5020.442383
	Iteration 7Q: 3 clusters Score -2408755 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2409491.000000 Penalty: 5020.442383
	Iteration 8Q: 3 clusters Score -2409491 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2410224.500000 Penalty: 5020.442383
	Iteration 9Q: 3 clusters Score -2410224 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2410897.750000 Penalty: 5020.442383
	Iteration 10Q: 3 clusters Score -2410898 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2411493.250000 Penalty: 5020.442383
	Iteration 11Q: 3 clusters Score -2411493 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2411899.500000 Penalty: 5020.442383
	Iteration 12Q: 3 clusters Score -2411900 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2412198.250000 Penalty: 5020.442383
	Iteration 13Q: 3 clusters Score -2412198 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2412375.750000 Penalty: 5020.442383
	Iteration 14Q: 3 clusters Score -2412376 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2412494.000000 Penalty: 5020.442383
	Iteration 15Q: 3 clusters Score -2412494 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2412598.250000 Penalty: 5020.442383
	Iteration 16Q: 3 clusters Score -2412598 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2412698.750000 Penalty: 5020.442383
	Iteration 17Q: 3 clusters Score -2412699 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2412789.000000 Penalty: 5020.442383
	Iteration 18Q: 3 clusters Score -2412789 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2412894.750000 Penalty: 5020.442383
	Iteration 19Q: 3 clusters Score -2412895 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2412977.750000 Penalty: 5020.442383
	Iteration 20F: 3 clusters Score -2412978 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2413061.250000 Penalty: 5020.442383
	Iteration 21Q: 3 clusters Score -2413061 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2413152.750000 Penalty: 5020.442383
	Iteration 22Q: 3 clusters Score -2413153 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2413246.250000 Penalty: 5020.442383
	Iteration 23Q: 3 clusters Score -2413246 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2413323.000000 Penalty: 5020.442383
	Iteration 24Q: 3 clusters Score -2413323 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2413404.000000 Penalty: 5020.442383
	Iteration 25Q: 3 clusters Score -2413404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2413474.250000 Penalty: 5020.442383
	Iteration 26Q: 3 clusters Score -2413474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2413534.250000 Penalty: 5020.442383
	Iteration 27Q: 3 clusters Score -2413534 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2413595.000000 Penalty: 5020.442383
	Iteration 28Q: 3 clusters Score -2413595 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2413660.750000 Penalty: 5020.442383
	Iteration 29Q: 3 clusters Score -2413661 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2413711.250000 Penalty: 5020.442383
	Iteration 30Q: 3 clusters Score -2413711 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2413767.750000 Penalty: 5020.442383
	Iteration 31Q: 3 clusters Score -2413768 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2413820.500000 Penalty: 5020.442383
	Iteration 32Q: 3 clusters Score -2413820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2413857.500000 Penalty: 5020.442383
	Iteration 33Q: 3 clusters Score -2413858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2413889.500000 Penalty: 5020.442383
	Iteration 34Q: 3 clusters Score -2413890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2413939.500000 Penalty: 5020.442383
	Iteration 35Q: 3 clusters Score -2413940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2413977.000000 Penalty: 5020.442383
	Iteration 36Q: 3 clusters Score -2413977 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2414004.750000 Penalty: 5020.442383
	Iteration 37Q: 3 clusters Score -2414005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2414027.000000 Penalty: 5020.442383
	Iteration 38Q: 3 clusters Score -2414027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2414057.250000 Penalty: 5020.442383
	Iteration 39Q: 3 clusters Score -2414057 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2414075.500000 Penalty: 5020.442383
	Iteration 40F: 3 clusters Score -2414076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2414106.000000 Penalty: 5020.442383
	Iteration 41Q: 3 clusters Score -2414106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2414124.250000 Penalty: 5020.442383
	Iteration 42Q: 3 clusters Score -2414124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2414136.250000 Penalty: 5020.442383
	Iteration 43Q: 3 clusters Score -2414136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2414144.000000 Penalty: 5020.442383
	Iteration 44Q: 3 clusters Score -2414144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2414141.000000 Penalty: 5020.442383
	Iteration 45Q: 3 clusters Score -2414141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2414154.750000 Penalty: 5020.442383
	Iteration 46Q: 3 clusters Score -2414155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2414167.250000 Penalty: 5020.442383
	Iteration 47Q: 3 clusters Score -2414167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2414175.000000 Penalty: 5020.442383
	Iteration 48Q: 3 clusters Score -2414175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2414176.750000 Penalty: 5020.442383
	Iteration 49Q: 3 clusters Score -2414177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2414183.500000 Penalty: 5020.442383
	Iteration 50Q: 3 clusters Score -2414184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2414183.000000 Penalty: 5020.442383
	Iteration 51Q: 3 clusters Score -2414183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2414187.250000 Penalty: 5020.442383
	Iteration 52Q: 3 clusters Score -2414187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2414191.750000 Penalty: 5020.442383
	Iteration 53Q: 3 clusters Score -2414192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2414191.750000 Penalty: 5020.442383
	Iteration 54Q: 3 clusters Score -2414192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2414185.000000 Penalty: 5020.442383
	Iteration 55Q: 3 clusters Score -2414185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2414193.500000 Penalty: 5020.442383
	Iteration 56Q: 3 clusters Score -2414194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2414191.750000 Penalty: 5020.442383
	Iteration 57Q: 3 clusters Score -2414192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2414194.250000 Penalty: 5020.442383
	Iteration 58Q: 3 clusters Score -2414194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2414189.250000 Penalty: 5020.442383
	Iteration 59Q: 3 clusters Score -2414189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2414194.750000 Penalty: 5020.442383
	Iteration 60F: 3 clusters Score -2414195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2414197.250000 Penalty: 5020.442383
	Iteration 61Q: 3 clusters Score -2414197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2414197.000000 Penalty: 5020.442383
	Iteration 62Q: 3 clusters Score -2414197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2414199.250000 Penalty: 5020.442383
	Iteration 63Q: 3 clusters Score -2414199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2414199.500000 Penalty: 5020.442383
	Iteration 64Q: 3 clusters Score -2414200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2414200.250000 Penalty: 5020.442383
	Iteration 65Q: 3 clusters Score -2414200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2414202.000000 Penalty: 5020.442383
	Iteration 66Q: 3 clusters Score -2414202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2414200.750000 Penalty: 5020.442383
	Iteration 67Q: 3 clusters Score -2414201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2414200.750000 Penalty: 5020.442383
	Iteration 68F: 3 clusters Score -2414201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -157434.015625 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -157434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -155008.109375 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -155008.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -155478.203125 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -155478.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155618.750000 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -155618.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155693.156250 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -155693.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -155736.578125 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -155736.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -155766.375000 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -155766.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155793.421875 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -155793.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155806.390625 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -155806.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155817.140625 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -155817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155830.062500 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -155830.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155843.734375 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -155843.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155851.328125 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -155851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155858.437500 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -155858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155872.796875 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -155872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155878.046875 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -155878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155884.515625 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -155884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -155890.468750 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -155890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155895.937500 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -155895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155898.203125 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -155898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -155900.171875 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -155900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155902.406250 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -155902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -155904.171875 Penalty: 3703.532471
	Iteration 21Q: 3 clusters Score -155904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155908.359375 Penalty: 3703.532471
	Iteration 22Q: 3 clusters Score -155908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155914.187500 Penalty: 3703.532471
	Iteration 23Q: 3 clusters Score -155914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155917.312500 Penalty: 3703.532471
	Iteration 24Q: 3 clusters Score -155917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155918.703125 Penalty: 3703.532471
	Iteration 25Q: 3 clusters Score -155918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155919.656250 Penalty: 3703.532471
	Iteration 26Q: 3 clusters Score -155919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155919.656250 Penalty: 3703.532471
	Iteration 27F: 3 clusters Score -155919.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -882905.875000 Penalty: 2250.452637
	Iteration 0F: 2 clusters Score -882905.9 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 4356 members 
Entering Unmasked Estep 
Score: -876019.750000 Penalty: 4500.905273
	Iteration 0F: 3 clusters Score -876019.8 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -877878.312500 Penalty: 4500.905273
	Iteration 1F: 3 clusters Score -877878.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -878140.375000 Penalty: 4500.905273
	Iteration 2F: 3 clusters Score -878140.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -878312.375000 Penalty: 4500.905273
	Iteration 3Q: 3 clusters Score -878312.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -878427.750000 Penalty: 4500.905273
	Iteration 4Q: 3 clusters Score -878427.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -878531.125000 Penalty: 4500.905273
	Iteration 5Q: 3 clusters Score -878531.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -878614.625000 Penalty: 4500.905273
	Iteration 6Q: 3 clusters Score -878614.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -878680.375000 Penalty: 4500.905273
	Iteration 7Q: 3 clusters Score -878680.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -878745.312500 Penalty: 4500.905273
	Iteration 8Q: 3 clusters Score -878745.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -878798.250000 Penalty: 4500.905273
	Iteration 9Q: 3 clusters Score -878798.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -878849.687500 Penalty: 4500.905273
	Iteration 10Q: 3 clusters Score -878849.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -878896.562500 Penalty: 4500.905273
	Iteration 11Q: 3 clusters Score -878896.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -878933.250000 Penalty: 4500.905273
	Iteration 12Q: 3 clusters Score -878933.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -878976.000000 Penalty: 4500.905273
	Iteration 13Q: 3 clusters Score -878976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -879026.812500 Penalty: 4500.905273
	Iteration 14Q: 3 clusters Score -879026.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -879088.312500 Penalty: 4500.905273
	Iteration 15Q: 3 clusters Score -879088.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -879160.312500 Penalty: 4500.905273
	Iteration 16Q: 3 clusters Score -879160.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -879239.750000 Penalty: 4500.905273
	Iteration 17Q: 3 clusters Score -879239.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -879336.312500 Penalty: 4500.905273
	Iteration 18Q: 3 clusters Score -879336.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -879463.562500 Penalty: 4500.905273
	Iteration 19Q: 3 clusters Score -879463.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -879624.125000 Penalty: 4500.905273
	Iteration 20F: 3 clusters Score -879624.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -879809.062500 Penalty: 4500.905273
	Iteration 21Q: 3 clusters Score -879809.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -880008.937500 Penalty: 4500.905273
	Iteration 22Q: 3 clusters Score -880008.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -880177.250000 Penalty: 4500.905273
	Iteration 23Q: 3 clusters Score -880177.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -880330.875000 Penalty: 4500.905273
	Iteration 24Q: 3 clusters Score -880330.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -880454.437500 Penalty: 4500.905273
	Iteration 25Q: 3 clusters Score -880454.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -880566.187500 Penalty: 4500.905273
	Iteration 26Q: 3 clusters Score -880566.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -880648.875000 Penalty: 4500.905273
	Iteration 27Q: 3 clusters Score -880648.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -880715.687500 Penalty: 4500.905273
	Iteration 28Q: 3 clusters Score -880715.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -880761.625000 Penalty: 4500.905273
	Iteration 29Q: 3 clusters Score -880761.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -880805.250000 Penalty: 4500.905273
	Iteration 30Q: 3 clusters Score -880805.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -880834.187500 Penalty: 4500.905273
	Iteration 31Q: 3 clusters Score -880834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -880848.562500 Penalty: 4500.905273
	Iteration 32Q: 3 clusters Score -880848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -880863.875000 Penalty: 4500.905273
	Iteration 33Q: 3 clusters Score -880863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -880874.250000 Penalty: 4500.905273
	Iteration 34Q: 3 clusters Score -880874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -880878.062500 Penalty: 4500.905273
	Iteration 35Q: 3 clusters Score -880878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -880883.812500 Penalty: 4500.905273
	Iteration 36Q: 3 clusters Score -880883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -880888.625000 Penalty: 4500.905273
	Iteration 37Q: 3 clusters Score -880888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -880893.812500 Penalty: 4500.905273
	Iteration 38Q: 3 clusters Score -880893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -880895.125000 Penalty: 4500.905273
	Iteration 39Q: 3 clusters Score -880895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -880902.000000 Penalty: 4500.905273
	Iteration 40F: 3 clusters Score -880902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -880904.125000 Penalty: 4500.905273
	Iteration 41Q: 3 clusters Score -880904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -880904.625000 Penalty: 4500.905273
	Iteration 42Q: 3 clusters Score -880904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -880904.625000 Penalty: 4500.905273
	Iteration 43F: 3 clusters Score -880904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Entering Unmasked Estep 
Score: -3504752.750000 Penalty: 2595.550049
	Iteration 0F: 2 clusters Score -3504753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3480687.500000 Penalty: 5191.100098
	Iteration 0F: 3 clusters Score -3480688 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3489444.250000 Penalty: 5191.100098
	Iteration 1F: 3 clusters Score -3489444 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3490003.750000 Penalty: 5191.100098
	Iteration 2Q: 3 clusters Score -3490004 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3490666.500000 Penalty: 5191.100098
	Iteration 3Q: 3 clusters Score -3490666 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3491680.000000 Penalty: 5191.100098
	Iteration 4F: 3 clusters Score -3491680 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3493220.000000 Penalty: 5191.100098
	Iteration 5F: 3 clusters Score -3493220 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3495317.000000 Penalty: 5191.100098
	Iteration 6F: 3 clusters Score -3495317 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3497413.500000 Penalty: 5191.100098
	Iteration 7F: 3 clusters Score -3497414 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3499196.500000 Penalty: 5191.100098
	Iteration 8F: 3 clusters Score -3499196 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3500420.500000 Penalty: 5191.100098
	Iteration 9Q: 3 clusters Score -3500420 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3501210.500000 Penalty: 5191.100098
	Iteration 10Q: 3 clusters Score -3501210 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -3501681.500000 Penalty: 5191.100098
	Iteration 11Q: 3 clusters Score -3501682 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3501963.000000 Penalty: 5191.100098
	Iteration 12Q: 3 clusters Score -3501963 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3502132.000000 Penalty: 5191.100098
	Iteration 13Q: 3 clusters Score -3502132 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -3502211.000000 Penalty: 5191.100098
	Iteration 14Q: 3 clusters Score -3502211 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -3502295.500000 Penalty: 5191.100098
	Iteration 15Q: 3 clusters Score -3502296 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3502365.750000 Penalty: 5191.100098
	Iteration 16Q: 3 clusters Score -3502366 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -3502416.000000 Penalty: 5191.100098
	Iteration 17Q: 3 clusters Score -3502416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -3502447.250000 Penalty: 5191.100098
	Iteration 18Q: 3 clusters Score -3502447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3502475.250000 Penalty: 5191.100098
	Iteration 19Q: 3 clusters Score -3502475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -3502513.250000 Penalty: 5191.100098
	Iteration 20F: 3 clusters Score -3502513 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3502533.750000 Penalty: 5191.100098
	Iteration 21Q: 3 clusters Score -3502534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -3502549.000000 Penalty: 5191.100098
	Iteration 22Q: 3 clusters Score -3502549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3502580.750000 Penalty: 5191.100098
	Iteration 23Q: 3 clusters Score -3502581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3502583.750000 Penalty: 5191.100098
	Iteration 24Q: 3 clusters Score -3502584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3502610.750000 Penalty: 5191.100098
	Iteration 25Q: 3 clusters Score -3502611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3502629.250000 Penalty: 5191.100098
	Iteration 26Q: 3 clusters Score -3502629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3502639.500000 Penalty: 5191.100098
	Iteration 27Q: 3 clusters Score -3502640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3502643.750000 Penalty: 5191.100098
	Iteration 28Q: 3 clusters Score -3502644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3502657.500000 Penalty: 5191.100098
	Iteration 29Q: 3 clusters Score -3502658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3502672.500000 Penalty: 5191.100098
	Iteration 30Q: 3 clusters Score -3502672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -3502675.000000 Penalty: 5191.100098
	Iteration 31Q: 3 clusters Score -3502675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3502684.250000 Penalty: 5191.100098
	Iteration 32Q: 3 clusters Score -3502684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -3502690.750000 Penalty: 5191.100098
	Iteration 33Q: 3 clusters Score -3502691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -3502688.000000 Penalty: 5191.100098
	Iteration 34Q: 3 clusters Score -3502688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3502696.000000 Penalty: 5191.100098
	Iteration 35Q: 3 clusters Score -3502696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3502700.000000 Penalty: 5191.100098
	Iteration 36Q: 3 clusters Score -3502700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -3502699.750000 Penalty: 5191.100098
	Iteration 37Q: 3 clusters Score -3502700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3502697.250000 Penalty: 5191.100098
	Iteration 38Q: 3 clusters Score -3502697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -3502700.000000 Penalty: 5191.100098
	Iteration 39Q: 3 clusters Score -3502700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -3502699.750000 Penalty: 5191.100098
	Iteration 40F: 3 clusters Score -3502700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3502697.500000 Penalty: 5191.100098
	Iteration 41Q: 3 clusters Score -3502698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3502699.000000 Penalty: 5191.100098
	Iteration 42Q: 3 clusters Score -3502699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3502700.250000 Penalty: 5191.100098
	Iteration 43Q: 3 clusters Score -3502700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3502699.750000 Penalty: 5191.100098
	Iteration 44Q: 3 clusters Score -3502700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3502699.750000 Penalty: 5191.100098
	Iteration 45F: 3 clusters Score -3502700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -600309.500000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -600309.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -595028.750000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -595028.8 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -596404.687500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -596404.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -596683.437500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -596683.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -596870.750000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -596870.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -596988.562500 Penalty: 4326.964844
	Iteration 4Q: 3 clusters Score -596988.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -597073.000000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -597073 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -597160.187500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -597160.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -597236.500000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -597236.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -597304.375000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -597304.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -597363.875000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -597363.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -597417.875000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -597417.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -597477.250000 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -597477.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -597554.062500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -597554.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -597611.750000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -597611.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -597666.000000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -597666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -597702.625000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -597702.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -597733.875000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -597733.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -597761.375000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -597761.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -597792.750000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -597792.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -597819.437500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -597819.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -597850.875000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -597850.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -597882.062500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -597882.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -597914.500000 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -597914.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -597941.187500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -597941.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -597968.625000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -597968.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -598005.375000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -598005.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -598038.437500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -598038.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -598060.687500 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -598060.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -598079.187500 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -598079.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -598100.875000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -598100.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -598120.375000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -598120.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -598136.562500 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -598136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -598146.562500 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -598146.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -598159.375000 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -598159.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -598171.562500 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -598171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -598177.937500 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -598177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -598182.562500 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -598182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -598186.937500 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -598186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -598188.062500 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -598188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -598190.125000 Penalty: 4326.964844
	Iteration 39Q: 3 clusters Score -598190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -598192.687500 Penalty: 4326.964844
	Iteration 40F: 3 clusters Score -598192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -598194.250000 Penalty: 4326.964844
	Iteration 41Q: 3 clusters Score -598194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -598197.187500 Penalty: 4326.964844
	Iteration 42Q: 3 clusters Score -598197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -598200.000000 Penalty: 4326.964844
	Iteration 43Q: 3 clusters Score -598200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -598203.250000 Penalty: 4326.964844
	Iteration 44Q: 3 clusters Score -598203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -598205.812500 Penalty: 4326.964844
	Iteration 45Q: 3 clusters Score -598205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -598207.125000 Penalty: 4326.964844
	Iteration 46Q: 3 clusters Score -598207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -598209.437500 Penalty: 4326.964844
	Iteration 47Q: 3 clusters Score -598209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -598210.500000 Penalty: 4326.964844
	Iteration 48Q: 3 clusters Score -598210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -598210.937500 Penalty: 4326.964844
	Iteration 49Q: 3 clusters Score -598210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -598210.562500 Penalty: 4326.964844
	Iteration 50Q: 3 clusters Score -598210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -598209.937500 Penalty: 4326.964844
	Iteration 51Q: 3 clusters Score -598209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -598210.812500 Penalty: 4326.964844
	Iteration 52Q: 3 clusters Score -598210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -598211.250000 Penalty: 4326.964844
	Iteration 53Q: 3 clusters Score -598211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -598212.187500 Penalty: 4326.964844
	Iteration 54Q: 3 clusters Score -598212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -598212.687500 Penalty: 4326.964844
	Iteration 55Q: 3 clusters Score -598212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -598213.375000 Penalty: 4326.964844
	Iteration 56Q: 3 clusters Score -598213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -598213.375000 Penalty: 4326.964844
	Iteration 57F: 3 clusters Score -598213.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Entering Unmasked Estep 
Score: -1183569.250000 Penalty: 2340.572998
	Iteration 0F: 2 clusters Score -1183569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1174389.000000 Penalty: 4681.145996
	Iteration 0F: 3 clusters Score -1174389 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1177202.625000 Penalty: 4681.145996
	Iteration 1F: 3 clusters Score -1177203 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1177618.000000 Penalty: 4681.145996
	Iteration 2F: 3 clusters Score -1177618 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1177959.125000 Penalty: 4681.145996
	Iteration 3F: 3 clusters Score -1177959 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1178373.250000 Penalty: 4681.145996
	Iteration 4F: 3 clusters Score -1178373 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1178872.125000 Penalty: 4681.145996
	Iteration 5F: 3 clusters Score -1178872 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1179545.000000 Penalty: 4681.145996
	Iteration 6F: 3 clusters Score -1179545 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1180271.000000 Penalty: 4681.145996
	Iteration 7F: 3 clusters Score -1180271 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1180973.750000 Penalty: 4681.145996
	Iteration 8F: 3 clusters Score -1180974 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1181608.875000 Penalty: 4681.145996
	Iteration 9F: 3 clusters Score -1181609 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1182057.875000 Penalty: 4681.145996
	Iteration 10Q: 3 clusters Score -1182058 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1182315.625000 Penalty: 4681.145996
	Iteration 11Q: 3 clusters Score -1182316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1182447.750000 Penalty: 4681.145996
	Iteration 12Q: 3 clusters Score -1182448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1182534.250000 Penalty: 4681.145996
	Iteration 13Q: 3 clusters Score -1182534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1182588.625000 Penalty: 4681.145996
	Iteration 14Q: 3 clusters Score -1182589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1182639.875000 Penalty: 4681.145996
	Iteration 15Q: 3 clusters Score -1182640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1182680.000000 Penalty: 4681.145996
	Iteration 16Q: 3 clusters Score -1182680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1182707.500000 Penalty: 4681.145996
	Iteration 17Q: 3 clusters Score -1182708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1182732.000000 Penalty: 4681.145996
	Iteration 18Q: 3 clusters Score -1182732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1182749.375000 Penalty: 4681.145996
	Iteration 19Q: 3 clusters Score -1182749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1182763.750000 Penalty: 4681.145996
	Iteration 20F: 3 clusters Score -1182764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1182778.500000 Penalty: 4681.145996
	Iteration 21Q: 3 clusters Score -1182778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1182787.125000 Penalty: 4681.145996
	Iteration 22Q: 3 clusters Score -1182787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1182794.500000 Penalty: 4681.145996
	Iteration 23Q: 3 clusters Score -1182794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1182801.000000 Penalty: 4681.145996
	Iteration 24Q: 3 clusters Score -1182801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1182802.750000 Penalty: 4681.145996
	Iteration 25Q: 3 clusters Score -1182803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1182810.625000 Penalty: 4681.145996
	Iteration 26Q: 3 clusters Score -1182811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1182815.125000 Penalty: 4681.145996
	Iteration 27Q: 3 clusters Score -1182815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1182817.125000 Penalty: 4681.145996
	Iteration 28Q: 3 clusters Score -1182817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1182820.125000 Penalty: 4681.145996
	Iteration 29Q: 3 clusters Score -1182820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1182819.500000 Penalty: 4681.145996
	Iteration 30Q: 3 clusters Score -1182820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1182822.000000 Penalty: 4681.145996
	Iteration 31Q: 3 clusters Score -1182822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1182822.250000 Penalty: 4681.145996
	Iteration 32Q: 3 clusters Score -1182822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1182825.000000 Penalty: 4681.145996
	Iteration 33Q: 3 clusters Score -1182825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1182825.125000 Penalty: 4681.145996
	Iteration 34Q: 3 clusters Score -1182825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1182825.875000 Penalty: 4681.145996
	Iteration 35Q: 3 clusters Score -1182826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1182826.375000 Penalty: 4681.145996
	Iteration 36Q: 3 clusters Score -1182826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1182827.625000 Penalty: 4681.145996
	Iteration 37Q: 3 clusters Score -1182828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1182827.625000 Penalty: 4681.145996
	Iteration 38F: 3 clusters Score -1182828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Entering Unmasked Estep 
Score: -1347731.375000 Penalty: 2387.612793
	Iteration 0F: 2 clusters Score -1347731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1336722.250000 Penalty: 4775.225586
	Iteration 0F: 3 clusters Score -1336722 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1340657.000000 Penalty: 4775.225586
	Iteration 1F: 3 clusters Score -1340657 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1341452.625000 Penalty: 4775.225586
	Iteration 2F: 3 clusters Score -1341453 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1342139.000000 Penalty: 4775.225586
	Iteration 3F: 3 clusters Score -1342139 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1342703.250000 Penalty: 4775.225586
	Iteration 4F: 3 clusters Score -1342703 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1343153.250000 Penalty: 4775.225586
	Iteration 5F: 3 clusters Score -1343153 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1343490.125000 Penalty: 4775.225586
	Iteration 6Q: 3 clusters Score -1343490 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1343738.375000 Penalty: 4775.225586
	Iteration 7Q: 3 clusters Score -1343738 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1343946.375000 Penalty: 4775.225586
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Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7795 members 
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Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7721 members 
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Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7626 members 
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Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7513 members 
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Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8021 members 
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Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7026 members 
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Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6909 members 
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Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6796 members 
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Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6697 members 
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Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6589 members 
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Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6470 members 
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Mstep: Class 1 contains 8815 members 
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Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6263 members 
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Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6174 members 
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Mstep: Class 1 contains 9079 members 
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Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6021 members 
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Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5955 members 
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Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5894 members 
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Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5844 members 
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Mstep: Class 1 contains 9379 members 
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Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 5740 members 
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Mstep: Class 1 contains 9505 members 
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Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5528 members 
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Mstep: Class 1 contains 9760 members 
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Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5300 members 
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Mstep: Class 1 contains 9940 members 
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Mstep: Class 1 contains 10013 members 
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Mstep: Class 1 contains 10101 members 
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4994 members 
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Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4765 members 
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Mstep: Class 2 contains 4702 members 
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Mstep: Class 1 contains 10524 members 
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Mstep: Class 1 contains 10613 members 
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Mstep: Class 2 contains 4534 members 
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Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4503 members 
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Mstep: Class 1 contains 10699 members 
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Mstep: Class 1 contains 10731 members 
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Mstep: Class 1 contains 10769 members 
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Mstep: Class 1 contains 10801 members 
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Mstep: Class 1 contains 10826 members 
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Mstep: Class 1 contains 10868 members 
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Mstep: Class 1 contains 10917 members 
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Mstep: Class 1 contains 10944 members 
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Mstep: Class 1 contains 10970 members 
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Mstep: Class 1 contains 10986 members 
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Mstep: Class 1 contains 11002 members 
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Mstep: Class 1 contains 11017 members 
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Mstep: Class 1 contains 11030 members 
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Mstep: Class 1 contains 11054 members 
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	Iteration 69Q: 3 clusters Score -1345924 nChanged 13
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Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4094 members 
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	Iteration 70Q: 3 clusters Score -1345921 nChanged 13
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Mstep: Class 1 contains 11093 members 
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Mstep: Class 1 contains 11112 members 
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Mstep: Class 1 contains 11134 members 
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Mstep: Class 1 contains 11153 members 
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Mstep: Class 1 contains 11171 members 
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	Iteration 76Q: 3 clusters Score -1345941 nChanged 24
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	Iteration 97Q: 3 clusters Score -1346030 nChanged 36
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	Iteration 99Q: 3 clusters Score -1346045 nChanged 30
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	Iteration 100F: 3 clusters Score -1346053 nChanged 27
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Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1346056.875000 Penalty: 4775.225586
	Iteration 101Q: 3 clusters Score -1346057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1346068.000000 Penalty: 4775.225586
	Iteration 102Q: 3 clusters Score -1346068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1346081.125000 Penalty: 4775.225586
	Iteration 103Q: 3 clusters Score -1346081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1346080.250000 Penalty: 4775.225586
	Iteration 104Q: 3 clusters Score -1346080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1346091.000000 Penalty: 4775.225586
	Iteration 105Q: 3 clusters Score -1346091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1346099.875000 Penalty: 4775.225586
	Iteration 106Q: 3 clusters Score -1346100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1346106.875000 Penalty: 4775.225586
	Iteration 107Q: 3 clusters Score -1346107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1346114.750000 Penalty: 4775.225586
	Iteration 108Q: 3 clusters Score -1346115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1346124.375000 Penalty: 4775.225586
	Iteration 109Q: 3 clusters Score -1346124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1346130.625000 Penalty: 4775.225586
	Iteration 110Q: 3 clusters Score -1346131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1346134.750000 Penalty: 4775.225586
	Iteration 111Q: 3 clusters Score -1346135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1346151.250000 Penalty: 4775.225586
	Iteration 112Q: 3 clusters Score -1346151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1346166.125000 Penalty: 4775.225586
	Iteration 113Q: 3 clusters Score -1346166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1346174.750000 Penalty: 4775.225586
	Iteration 114Q: 3 clusters Score -1346175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1346187.250000 Penalty: 4775.225586
	Iteration 115Q: 3 clusters Score -1346187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1346198.500000 Penalty: 4775.225586
	Iteration 116Q: 3 clusters Score -1346198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1346214.875000 Penalty: 4775.225586
	Iteration 117Q: 3 clusters Score -1346215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1346228.125000 Penalty: 4775.225586
	Iteration 118Q: 3 clusters Score -1346228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1346235.500000 Penalty: 4775.225586
	Iteration 119Q: 3 clusters Score -1346236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1346246.750000 Penalty: 4775.225586
	Iteration 120F: 3 clusters Score -1346247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1346262.250000 Penalty: 4775.225586
	Iteration 121Q: 3 clusters Score -1346262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1346280.125000 Penalty: 4775.225586
	Iteration 122Q: 3 clusters Score -1346280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1346299.125000 Penalty: 4775.225586
	Iteration 123Q: 3 clusters Score -1346299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1346328.500000 Penalty: 4775.225586
	Iteration 124Q: 3 clusters Score -1346328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1346370.750000 Penalty: 4775.225586
	Iteration 125Q: 3 clusters Score -1346371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1346406.625000 Penalty: 4775.225586
	Iteration 126Q: 3 clusters Score -1346407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1346433.750000 Penalty: 4775.225586
	Iteration 127Q: 3 clusters Score -1346434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1346480.125000 Penalty: 4775.225586
	Iteration 128Q: 3 clusters Score -1346480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1346522.125000 Penalty: 4775.225586
	Iteration 129Q: 3 clusters Score -1346522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1346553.125000 Penalty: 4775.225586
	Iteration 130Q: 3 clusters Score -1346553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1346583.500000 Penalty: 4775.225586
	Iteration 131Q: 3 clusters Score -1346584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1346615.750000 Penalty: 4775.225586
	Iteration 132Q: 3 clusters Score -1346616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1346642.750000 Penalty: 4775.225586
	Iteration 133Q: 3 clusters Score -1346643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1346662.125000 Penalty: 4775.225586
	Iteration 134Q: 3 clusters Score -1346662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1346686.625000 Penalty: 4775.225586
	Iteration 135Q: 3 clusters Score -1346687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1346698.750000 Penalty: 4775.225586
	Iteration 136Q: 3 clusters Score -1346699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1346713.125000 Penalty: 4775.225586
	Iteration 137Q: 3 clusters Score -1346713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1346718.125000 Penalty: 4775.225586
	Iteration 138Q: 3 clusters Score -1346718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1346720.625000 Penalty: 4775.225586
	Iteration 139Q: 3 clusters Score -1346721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1346727.875000 Penalty: 4775.225586
	Iteration 140F: 3 clusters Score -1346728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1346734.375000 Penalty: 4775.225586
	Iteration 141Q: 3 clusters Score -1346734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1346737.000000 Penalty: 4775.225586
	Iteration 142Q: 3 clusters Score -1346737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1346741.500000 Penalty: 4775.225586
	Iteration 143Q: 3 clusters Score -1346742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1346744.750000 Penalty: 4775.225586
	Iteration 144Q: 3 clusters Score -1346745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1346742.625000 Penalty: 4775.225586
	Iteration 145Q: 3 clusters Score -1346743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1346738.750000 Penalty: 4775.225586
	Iteration 146Q: 3 clusters Score -1346739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1346738.375000 Penalty: 4775.225586
	Iteration 147Q: 3 clusters Score -1346738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1346741.375000 Penalty: 4775.225586
	Iteration 148Q: 3 clusters Score -1346741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1346741.500000 Penalty: 4775.225586
	Iteration 149Q: 3 clusters Score -1346742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1346747.250000 Penalty: 4775.225586
	Iteration 150Q: 3 clusters Score -1346747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1346751.875000 Penalty: 4775.225586
	Iteration 151Q: 3 clusters Score -1346752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1346750.625000 Penalty: 4775.225586
	Iteration 152Q: 3 clusters Score -1346751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1346750.250000 Penalty: 4775.225586
	Iteration 153Q: 3 clusters Score -1346750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1346750.375000 Penalty: 4775.225586
	Iteration 154Q: 3 clusters Score -1346750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1346750.125000 Penalty: 4775.225586
	Iteration 155Q: 3 clusters Score -1346750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1346750.125000 Penalty: 4775.225586
	Iteration 156F: 3 clusters Score -1346750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -397892.500000 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -397892.5 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 2136 members 
Entering Unmasked Estep 
Score: -393791.562500 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -393791.6 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -394732.531250 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -394732.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -394958.031250 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -394958 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -395140.906250 Penalty: 4151.101562
	Iteration 3F: 3 clusters Score -395140.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -395309.500000 Penalty: 4151.101562
	Iteration 4Q: 3 clusters Score -395309.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -395436.937500 Penalty: 4151.101562
	Iteration 5Q: 3 clusters Score -395436.9 nChanged 164
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: -395560.781250 Penalty: 4151.101562
	Iteration 6Q: 3 clusters Score -395560.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -395694.593750 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -395694.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -395829.500000 Penalty: 4151.101562
	Iteration 8Q: 3 clusters Score -395829.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -395947.843750 Penalty: 4151.101562
	Iteration 9Q: 3 clusters Score -395947.8 nChanged 143
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: -396057.687500 Penalty: 4151.101562
	Iteration 10Q: 3 clusters Score -396057.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -396162.156250 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -396162.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -396243.906250 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -396243.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -396317.093750 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -396317.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -396372.562500 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -396372.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -396419.906250 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -396419.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -396463.468750 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -396463.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396495.218750 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -396495.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -396515.875000 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -396515.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396531.781250 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -396531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396546.906250 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -396546.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -396557.156250 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -396557.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396566.968750 Penalty: 4151.101562
	Iteration 22Q: 3 clusters Score -396567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396572.843750 Penalty: 4151.101562
	Iteration 23Q: 3 clusters Score -396572.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -396578.687500 Penalty: 4151.101562
	Iteration 24Q: 3 clusters Score -396578.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -396582.187500 Penalty: 4151.101562
	Iteration 25Q: 3 clusters Score -396582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -396586.468750 Penalty: 4151.101562
	Iteration 26Q: 3 clusters Score -396586.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396589.343750 Penalty: 4151.101562
	Iteration 27Q: 3 clusters Score -396589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -396592.375000 Penalty: 4151.101562
	Iteration 28Q: 3 clusters Score -396592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396593.687500 Penalty: 4151.101562
	Iteration 29Q: 3 clusters Score -396593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -396594.437500 Penalty: 4151.101562
	Iteration 30Q: 3 clusters Score -396594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -396595.000000 Penalty: 4151.101562
	Iteration 31Q: 3 clusters Score -396595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396598.000000 Penalty: 4151.101562
	Iteration 32Q: 3 clusters Score -396598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -396600.281250 Penalty: 4151.101562
	Iteration 33Q: 3 clusters Score -396600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -396602.906250 Penalty: 4151.101562
	Iteration 34Q: 3 clusters Score -396602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -396604.750000 Penalty: 4151.101562
	Iteration 35Q: 3 clusters Score -396604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -396607.187500 Penalty: 4151.101562
	Iteration 36Q: 3 clusters Score -396607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396608.500000 Penalty: 4151.101562
	Iteration 37Q: 3 clusters Score -396608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396610.531250 Penalty: 4151.101562
	Iteration 38Q: 3 clusters Score -396610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396612.281250 Penalty: 4151.101562
	Iteration 39Q: 3 clusters Score -396612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -396614.906250 Penalty: 4151.101562
	Iteration 40F: 3 clusters Score -396614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -396617.343750 Penalty: 4151.101562
	Iteration 41Q: 3 clusters Score -396617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396618.562500 Penalty: 4151.101562
	Iteration 42Q: 3 clusters Score -396618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -396619.500000 Penalty: 4151.101562
	Iteration 43Q: 3 clusters Score -396619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396618.906250 Penalty: 4151.101562
	Iteration 44Q: 3 clusters Score -396618.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396618.906250 Penalty: 4151.101562
	Iteration 45F: 3 clusters Score -396618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -881421.500000 Penalty: 2259.134766
	Iteration 0F: 2 clusters Score -881421.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -874367.375000 Penalty: 4518.269531
	Iteration 0F: 3 clusters Score -874367.4 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -876442.937500 Penalty: 4518.269531
	Iteration 1F: 3 clusters Score -876442.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -876878.937500 Penalty: 4518.269531
	Iteration 2F: 3 clusters Score -876878.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -877298.187500 Penalty: 4518.269531
	Iteration 3F: 3 clusters Score -877298.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -877689.375000 Penalty: 4518.269531
	Iteration 4F: 3 clusters Score -877689.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -878187.312500 Penalty: 4518.269531
	Iteration 5F: 3 clusters Score -878187.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -878779.625000 Penalty: 4518.269531
	Iteration 6F: 3 clusters Score -878779.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -879380.937500 Penalty: 4518.269531
	Iteration 7F: 3 clusters Score -879380.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -879904.187500 Penalty: 4518.269531
	Iteration 8F: 3 clusters Score -879904.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -880349.437500 Penalty: 4518.269531
	Iteration 9Q: 3 clusters Score -880349.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -880663.625000 Penalty: 4518.269531
	Iteration 10Q: 3 clusters Score -880663.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -880808.000000 Penalty: 4518.269531
	Iteration 11Q: 3 clusters Score -880808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -880881.625000 Penalty: 4518.269531
	Iteration 12Q: 3 clusters Score -880881.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -880915.125000 Penalty: 4518.269531
	Iteration 13Q: 3 clusters Score -880915.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -880936.812500 Penalty: 4518.269531
	Iteration 14Q: 3 clusters Score -880936.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -880947.437500 Penalty: 4518.269531
	Iteration 15Q: 3 clusters Score -880947.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -880961.000000 Penalty: 4518.269531
	Iteration 16Q: 3 clusters Score -880961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -880967.687500 Penalty: 4518.269531
	Iteration 17Q: 3 clusters Score -880967.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -880974.875000 Penalty: 4518.269531
	Iteration 18Q: 3 clusters Score -880974.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -880980.875000 Penalty: 4518.269531
	Iteration 19Q: 3 clusters Score -880980.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -880983.750000 Penalty: 4518.269531
	Iteration 20F: 3 clusters Score -880983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -880984.312500 Penalty: 4518.269531
	Iteration 21Q: 3 clusters Score -880984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -880985.187500 Penalty: 4518.269531
	Iteration 22Q: 3 clusters Score -880985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -880989.625000 Penalty: 4518.269531
	Iteration 23Q: 3 clusters Score -880989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -880990.000000 Penalty: 4518.269531
	Iteration 24Q: 3 clusters Score -880990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -880990.062500 Penalty: 4518.269531
	Iteration 25Q: 3 clusters Score -880990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -880993.687500 Penalty: 4518.269531
	Iteration 26Q: 3 clusters Score -880993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -880993.875000 Penalty: 4518.269531
	Iteration 27Q: 3 clusters Score -880993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -880994.250000 Penalty: 4518.269531
	Iteration 28Q: 3 clusters Score -880994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -880995.875000 Penalty: 4518.269531
	Iteration 29Q: 3 clusters Score -880995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -880996.250000 Penalty: 4518.269531
	Iteration 30Q: 3 clusters Score -880996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -880996.250000 Penalty: 4518.269531
	Iteration 31F: 3 clusters Score -880996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Entering Unmasked Estep 
Score: -3029030.250000 Penalty: 2559.374268
	Iteration 0F: 2 clusters Score -3029030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3008026.000000 Penalty: 5118.748535
	Iteration 0F: 3 clusters Score -3008026 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3015775.750000 Penalty: 5118.748535
	Iteration 1F: 3 clusters Score -3015776 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3016273.500000 Penalty: 5118.748535
	Iteration 2Q: 3 clusters Score -3016274 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3016706.750000 Penalty: 5118.748535
	Iteration 3Q: 3 clusters Score -3016707 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3017153.750000 Penalty: 5118.748535
	Iteration 4Q: 3 clusters Score -3017154 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3017673.500000 Penalty: 5118.748535
	Iteration 5Q: 3 clusters Score -3017674 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3018324.500000 Penalty: 5118.748535
	Iteration 6Q: 3 clusters Score -3018324 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3019311.000000 Penalty: 5118.748535
	Iteration 7F: 3 clusters Score -3019311 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3020658.500000 Penalty: 5118.748535
	Iteration 8F: 3 clusters Score -3020658 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3022269.000000 Penalty: 5118.748535
	Iteration 9F: 3 clusters Score -3022269 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3023827.250000 Penalty: 5118.748535
	Iteration 10F: 3 clusters Score -3023827 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3025027.750000 Penalty: 5118.748535
	Iteration 11Q: 3 clusters Score -3025028 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3025786.000000 Penalty: 5118.748535
	Iteration 12Q: 3 clusters Score -3025786 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3026203.000000 Penalty: 5118.748535
	Iteration 13Q: 3 clusters Score -3026203 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3026424.500000 Penalty: 5118.748535
	Iteration 14Q: 3 clusters Score -3026424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3026570.750000 Penalty: 5118.748535
	Iteration 15Q: 3 clusters Score -3026571 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3026650.750000 Penalty: 5118.748535
	Iteration 16Q: 3 clusters Score -3026651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3026706.500000 Penalty: 5118.748535
	Iteration 17Q: 3 clusters Score -3026706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3026735.000000 Penalty: 5118.748535
	Iteration 18Q: 3 clusters Score -3026735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3026752.750000 Penalty: 5118.748535
	Iteration 19Q: 3 clusters Score -3026753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3026774.500000 Penalty: 5118.748535
	Iteration 20F: 3 clusters Score -3026774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3026795.750000 Penalty: 5118.748535
	Iteration 21Q: 3 clusters Score -3026796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3026807.750000 Penalty: 5118.748535
	Iteration 22Q: 3 clusters Score -3026808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3026825.500000 Penalty: 5118.748535
	Iteration 23Q: 3 clusters Score -3026826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3026826.250000 Penalty: 5118.748535
	Iteration 24Q: 3 clusters Score -3026826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3026837.000000 Penalty: 5118.748535
	Iteration 25Q: 3 clusters Score -3026837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3026845.750000 Penalty: 5118.748535
	Iteration 26Q: 3 clusters Score -3026846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3026855.750000 Penalty: 5118.748535
	Iteration 27Q: 3 clusters Score -3026856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3026864.750000 Penalty: 5118.748535
	Iteration 28Q: 3 clusters Score -3026865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3026863.500000 Penalty: 5118.748535
	Iteration 29Q: 3 clusters Score -3026864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3026869.250000 Penalty: 5118.748535
	Iteration 30Q: 3 clusters Score -3026869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3026869.250000 Penalty: 5118.748535
	Iteration 31F: 3 clusters Score -3026869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -100953.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -100953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98943.460938 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -98943.46 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99208.812500 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -99208.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99294.929688 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -99294.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99328.078125 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -99328.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99350.734375 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -99350.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99361.257812 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -99361.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99376.820312 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -99376.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99393.234375 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -99393.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99405.710938 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -99405.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99420.390625 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -99420.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99433.632812 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -99433.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99438.929688 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -99438.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99443.265625 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -99443.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99445.179688 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -99445.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99445.179688 Penalty: 3463.039551
	Iteration 14F: 3 clusters Score -99445.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -210982.812500 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -210982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -207962.203125 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -207962.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -208672.890625 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -208672.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -208954.796875 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -208954.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -209172.296875 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -209172.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -209350.546875 Penalty: 3924.016602
	Iteration 4F: 3 clusters Score -209350.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -209488.796875 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -209488.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -209600.125000 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -209600.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -209702.609375 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -209702.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -209787.546875 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -209787.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209851.140625 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -209851.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -209925.296875 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -209925.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -209991.703125 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -209991.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -210065.640625 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -210065.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -210102.062500 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -210102.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210127.937500 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -210127.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -210157.875000 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -210157.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -210180.484375 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -210180.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -210197.640625 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -210197.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -210212.656250 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -210212.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -210234.000000 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -210234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -210245.828125 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -210245.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210257.750000 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -210257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210271.953125 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -210272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210285.843750 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -210285.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210293.000000 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -210293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210298.265625 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -210298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210302.859375 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -210302.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -210311.031250 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -210311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210318.531250 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -210318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210321.578125 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -210321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210325.218750 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -210325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210327.640625 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -210327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -210329.859375 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -210329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -210331.781250 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -210331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210335.968750 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -210336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210337.062500 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -210337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -210339.265625 Penalty: 3924.016602
	Iteration 36Q: 3 clusters Score -210339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210339.328125 Penalty: 3924.016602
	Iteration 37Q: 3 clusters Score -210339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -210339.531250 Penalty: 3924.016602
	Iteration 38Q: 3 clusters Score -210339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -210339.531250 Penalty: 3924.016602
	Iteration 39F: 3 clusters Score -210339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -130576.328125 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -130576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128400.781250 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -128400.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128809.078125 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -128809.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128901.039062 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -128901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128934.523438 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -128934.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128951.062500 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -128951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128967.484375 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -128967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128977.710938 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -128977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128985.421875 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -128985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128988.867188 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -128988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128994.984375 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -128995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128996.257812 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -128996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128996.257812 Penalty: 3586.359375
	Iteration 11F: 3 clusters Score -128996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -288440.531250 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -288440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -285250.562500 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -285250.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -285831.125000 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -285831.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -285985.156250 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -285985.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286081.906250 Penalty: 3945.020020
	Iteration 3Q: 3 clusters Score -286081.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286140.843750 Penalty: 3945.020020
	Iteration 4Q: 3 clusters Score -286140.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -286189.750000 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -286189.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -286220.750000 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -286220.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -286252.656250 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -286252.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -286271.500000 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -286271.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -286286.156250 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -286286.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -286299.625000 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -286299.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -286313.750000 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -286313.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286325.343750 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -286325.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -286334.812500 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -286334.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -286341.687500 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -286341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -286346.437500 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -286346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -286349.187500 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -286349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -286352.500000 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -286352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -286355.468750 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -286355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -286357.750000 Penalty: 3945.020020
	Iteration 19Q: 3 clusters Score -286357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -286362.687500 Penalty: 3945.020020
	Iteration 20F: 3 clusters Score -286362.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -286369.500000 Penalty: 3945.020020
	Iteration 21Q: 3 clusters Score -286369.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -286373.187500 Penalty: 3945.020020
	Iteration 22Q: 3 clusters Score -286373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -286378.281250 Penalty: 3945.020020
	Iteration 23Q: 3 clusters Score -286378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -286381.500000 Penalty: 3945.020020
	Iteration 24Q: 3 clusters Score -286381.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -286385.937500 Penalty: 3945.020020
	Iteration 25Q: 3 clusters Score -286385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -286390.593750 Penalty: 3945.020020
	Iteration 26Q: 3 clusters Score -286390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -286395.343750 Penalty: 3945.020020
	Iteration 27Q: 3 clusters Score -286395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -286399.843750 Penalty: 3945.020020
	Iteration 28Q: 3 clusters Score -286399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -286402.937500 Penalty: 3945.020020
	Iteration 29Q: 3 clusters Score -286402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -286406.250000 Penalty: 3945.020020
	Iteration 30Q: 3 clusters Score -286406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -286409.281250 Penalty: 3945.020020
	Iteration 31Q: 3 clusters Score -286409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -286411.843750 Penalty: 3945.020020
	Iteration 32Q: 3 clusters Score -286411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -286417.218750 Penalty: 3945.020020
	Iteration 33Q: 3 clusters Score -286417.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -286421.750000 Penalty: 3945.020020
	Iteration 34Q: 3 clusters Score -286421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -286426.218750 Penalty: 3945.020020
	Iteration 35Q: 3 clusters Score -286426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -286429.312500 Penalty: 3945.020020
	Iteration 36Q: 3 clusters Score -286429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -286429.093750 Penalty: 3945.020020
	Iteration 37Q: 3 clusters Score -286429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -286429.718750 Penalty: 3945.020020
	Iteration 38Q: 3 clusters Score -286429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -286429.718750 Penalty: 3945.020020
	Iteration 39F: 3 clusters Score -286429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Entering Unmasked Estep 
Score: -994846.500000 Penalty: 2278.495361
	Iteration 0F: 2 clusters Score -994846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -987399.312500 Penalty: 4556.990723
	Iteration 0F: 3 clusters Score -987399.3 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -989491.500000 Penalty: 4556.990723
	Iteration 1F: 3 clusters Score -989491.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -989862.437500 Penalty: 4556.990723
	Iteration 2F: 3 clusters Score -989862.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -990225.125000 Penalty: 4556.990723
	Iteration 3F: 3 clusters Score -990225.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -990585.000000 Penalty: 4556.990723
	Iteration 4F: 3 clusters Score -990585 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -990957.812500 Penalty: 4556.990723
	Iteration 5F: 3 clusters Score -990957.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -991339.875000 Penalty: 4556.990723
	Iteration 6F: 3 clusters Score -991339.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -991665.937500 Penalty: 4556.990723
	Iteration 7F: 3 clusters Score -991665.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -991930.500000 Penalty: 4556.990723
	Iteration 8Q: 3 clusters Score -991930.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -992179.750000 Penalty: 4556.990723
	Iteration 9Q: 3 clusters Score -992179.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -992357.062500 Penalty: 4556.990723
	Iteration 10Q: 3 clusters Score -992357.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -992455.687500 Penalty: 4556.990723
	Iteration 11Q: 3 clusters Score -992455.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -992520.250000 Penalty: 4556.990723
	Iteration 12Q: 3 clusters Score -992520.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -992569.750000 Penalty: 4556.990723
	Iteration 13Q: 3 clusters Score -992569.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -992615.000000 Penalty: 4556.990723
	Iteration 14Q: 3 clusters Score -992615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -992641.562500 Penalty: 4556.990723
	Iteration 15Q: 3 clusters Score -992641.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -992666.125000 Penalty: 4556.990723
	Iteration 16Q: 3 clusters Score -992666.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -992690.937500 Penalty: 4556.990723
	Iteration 17Q: 3 clusters Score -992690.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -992709.750000 Penalty: 4556.990723
	Iteration 18Q: 3 clusters Score -992709.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -992726.750000 Penalty: 4556.990723
	Iteration 19Q: 3 clusters Score -992726.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -992738.937500 Penalty: 4556.990723
	Iteration 20F: 3 clusters Score -992738.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -992754.562500 Penalty: 4556.990723
	Iteration 21Q: 3 clusters Score -992754.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -992771.750000 Penalty: 4556.990723
	Iteration 22Q: 3 clusters Score -992771.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -992786.000000 Penalty: 4556.990723
	Iteration 23Q: 3 clusters Score -992786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -992796.812500 Penalty: 4556.990723
	Iteration 24Q: 3 clusters Score -992796.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -992810.250000 Penalty: 4556.990723
	Iteration 25Q: 3 clusters Score -992810.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -992824.937500 Penalty: 4556.990723
	Iteration 26Q: 3 clusters Score -992824.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -992837.437500 Penalty: 4556.990723
	Iteration 27Q: 3 clusters Score -992837.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -992848.375000 Penalty: 4556.990723
	Iteration 28Q: 3 clusters Score -992848.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -992860.187500 Penalty: 4556.990723
	Iteration 29Q: 3 clusters Score -992860.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -992868.687500 Penalty: 4556.990723
	Iteration 30Q: 3 clusters Score -992868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -992873.687500 Penalty: 4556.990723
	Iteration 31Q: 3 clusters Score -992873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -992875.437500 Penalty: 4556.990723
	Iteration 32Q: 3 clusters Score -992875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -992875.250000 Penalty: 4556.990723
	Iteration 33Q: 3 clusters Score -992875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -992877.312500 Penalty: 4556.990723
	Iteration 34Q: 3 clusters Score -992877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -992879.437500 Penalty: 4556.990723
	Iteration 35Q: 3 clusters Score -992879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -992879.437500 Penalty: 4556.990723
	Iteration 36F: 3 clusters Score -992879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -165440.875000 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -165440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -162930.140625 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -162930.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -163399.109375 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -163399.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163517.093750 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -163517.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163590.875000 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -163590.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -163641.750000 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -163641.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -163680.875000 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -163680.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -163722.906250 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -163722.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163761.078125 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -163761.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163809.515625 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -163809.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -163864.046875 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -163864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163915.625000 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -163915.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -163962.578125 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -163962.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -163986.515625 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -163986.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164008.437500 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -164008.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164029.000000 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -164029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -164050.203125 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -164050.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164070.375000 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -164070.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -164097.250000 Penalty: 3726.258301
	Iteration 17Q: 3 clusters Score -164097.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -164130.046875 Penalty: 3726.258301
	Iteration 18Q: 3 clusters Score -164130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164154.796875 Penalty: 3726.258301
	Iteration 19Q: 3 clusters Score -164154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164168.265625 Penalty: 3726.258301
	Iteration 20F: 3 clusters Score -164168.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -164180.843750 Penalty: 3726.258301
	Iteration 21Q: 3 clusters Score -164180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -164199.562500 Penalty: 3726.258301
	Iteration 22Q: 3 clusters Score -164199.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -164217.671875 Penalty: 3726.258301
	Iteration 23Q: 3 clusters Score -164217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -164223.609375 Penalty: 3726.258301
	Iteration 24Q: 3 clusters Score -164223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -164231.593750 Penalty: 3726.258301
	Iteration 25Q: 3 clusters Score -164231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -164242.265625 Penalty: 3726.258301
	Iteration 26Q: 3 clusters Score -164242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -164255.062500 Penalty: 3726.258301
	Iteration 27Q: 3 clusters Score -164255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -164265.078125 Penalty: 3726.258301
	Iteration 28Q: 3 clusters Score -164265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -164267.937500 Penalty: 3726.258301
	Iteration 29Q: 3 clusters Score -164267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -164269.218750 Penalty: 3726.258301
	Iteration 30Q: 3 clusters Score -164269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -164272.140625 Penalty: 3726.258301
	Iteration 31Q: 3 clusters Score -164272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -164275.250000 Penalty: 3726.258301
	Iteration 32Q: 3 clusters Score -164275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -164280.859375 Penalty: 3726.258301
	Iteration 33Q: 3 clusters Score -164280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164290.000000 Penalty: 3726.258301
	Iteration 34Q: 3 clusters Score -164290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164295.890625 Penalty: 3726.258301
	Iteration 35Q: 3 clusters Score -164295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164301.343750 Penalty: 3726.258301
	Iteration 36Q: 3 clusters Score -164301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -164307.984375 Penalty: 3726.258301
	Iteration 37Q: 3 clusters Score -164308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164312.546875 Penalty: 3726.258301
	Iteration 38Q: 3 clusters Score -164312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -164321.484375 Penalty: 3726.258301
	Iteration 39Q: 3 clusters Score -164321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164331.093750 Penalty: 3726.258301
	Iteration 40F: 3 clusters Score -164331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164334.281250 Penalty: 3726.258301
	Iteration 41Q: 3 clusters Score -164334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164335.156250 Penalty: 3726.258301
	Iteration 42Q: 3 clusters Score -164335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -164337.328125 Penalty: 3726.258301
	Iteration 43Q: 3 clusters Score -164337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -164337.328125 Penalty: 3726.258301
	Iteration 44F: 3 clusters Score -164337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -556184.625000 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -556184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -550980.000000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -550980 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -552328.750000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -552328.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -552590.187500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -552590.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -552770.375000 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -552770.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -552951.062500 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -552951.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -553105.687500 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -553105.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -553242.750000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -553242.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -553370.312500 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -553370.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -553514.937500 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -553514.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -553672.625000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -553672.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -553805.562500 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -553805.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -553919.875000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -553919.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -554008.750000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -554008.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -554097.062500 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -554097.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -554170.937500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -554170.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -554245.625000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -554245.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -554288.875000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -554288.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -554329.937500 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -554329.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -554376.062500 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -554376.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -554415.062500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -554415.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -554436.250000 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -554436.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -554455.750000 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -554455.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -554469.687500 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -554469.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -554476.875000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -554476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -554484.750000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -554484.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -554494.062500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -554494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -554501.062500 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -554501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -554510.312500 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -554510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -554518.250000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -554518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -554526.062500 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -554526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -554531.437500 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -554531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -554539.375000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -554539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -554544.250000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -554544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -554550.250000 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -554550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -554554.937500 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -554554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -554556.875000 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -554556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -554560.250000 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -554560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -554561.562500 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -554561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -554563.000000 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -554563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -554565.875000 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -554565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -554568.875000 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -554568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -554574.437500 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -554574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -554576.437500 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -554576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -554581.437500 Penalty: 4324.051758
	Iteration 43Q: 3 clusters Score -554581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -554583.687500 Penalty: 4324.051758
	Iteration 44Q: 3 clusters Score -554583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -554586.062500 Penalty: 4324.051758
	Iteration 45Q: 3 clusters Score -554586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -554585.937500 Penalty: 4324.051758
	Iteration 46Q: 3 clusters Score -554585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -554586.937500 Penalty: 4324.051758
	Iteration 47Q: 3 clusters Score -554586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -554588.750000 Penalty: 4324.051758
	Iteration 48Q: 3 clusters Score -554588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -554590.125000 Penalty: 4324.051758
	Iteration 49Q: 3 clusters Score -554590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -554589.937500 Penalty: 4324.051758
	Iteration 50Q: 3 clusters Score -554589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -554589.937500 Penalty: 4324.051758
	Iteration 51F: 3 clusters Score -554589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -341896.437500 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -341896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -338403.718750 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -338403.7 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -339106.468750 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -339106.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -339270.437500 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -339270.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -339349.468750 Penalty: 4030.019287
	Iteration 3Q: 3 clusters Score -339349.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -339399.250000 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -339399.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -339433.562500 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -339433.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -339460.656250 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -339460.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -339493.375000 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -339493.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -339514.718750 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -339514.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -339535.812500 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -339535.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -339546.812500 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -339546.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -339554.812500 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -339554.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -339562.437500 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -339562.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -339568.875000 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -339568.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -339576.187500 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -339576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -339581.093750 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -339581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -339583.187500 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -339583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -339585.687500 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -339585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -339588.906250 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -339588.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -339593.437500 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -339593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -339598.843750 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -339598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -339602.437500 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -339602.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -339606.812500 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -339606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -339609.843750 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -339609.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -339613.625000 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -339613.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -339616.750000 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -339616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -339618.750000 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -339618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -339620.906250 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -339620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -339623.531250 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -339623.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -339626.250000 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -339626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -339630.343750 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -339630.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -339634.625000 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -339634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -339637.843750 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -339637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339639.250000 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -339639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -339642.000000 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -339642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -339645.531250 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -339645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339648.781250 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -339648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339651.718750 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -339651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -339654.625000 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -339654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -339657.500000 Penalty: 4030.019287
	Iteration 39Q: 3 clusters Score -339657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -339658.968750 Penalty: 4030.019287
	Iteration 40F: 3 clusters Score -339659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -339660.656250 Penalty: 4030.019287
	Iteration 41Q: 3 clusters Score -339660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -339663.875000 Penalty: 4030.019287
	Iteration 42Q: 3 clusters Score -339663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -339666.531250 Penalty: 4030.019287
	Iteration 43Q: 3 clusters Score -339666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -339668.312500 Penalty: 4030.019287
	Iteration 44Q: 3 clusters Score -339668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -339669.687500 Penalty: 4030.019287
	Iteration 45Q: 3 clusters Score -339669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -339670.406250 Penalty: 4030.019287
	Iteration 46Q: 3 clusters Score -339670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -339670.718750 Penalty: 4030.019287
	Iteration 47Q: 3 clusters Score -339670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -339671.781250 Penalty: 4030.019287
	Iteration 48Q: 3 clusters Score -339671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -339672.437500 Penalty: 4030.019287
	Iteration 49Q: 3 clusters Score -339672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -339673.781250 Penalty: 4030.019287
	Iteration 50Q: 3 clusters Score -339673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -339675.156250 Penalty: 4030.019287
	Iteration 51Q: 3 clusters Score -339675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -339677.000000 Penalty: 4030.019287
	Iteration 52Q: 3 clusters Score -339677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -339679.781250 Penalty: 4030.019287
	Iteration 53Q: 3 clusters Score -339679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -339681.937500 Penalty: 4030.019287
	Iteration 54Q: 3 clusters Score -339681.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -339686.468750 Penalty: 4030.019287
	Iteration 55Q: 3 clusters Score -339686.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -339692.156250 Penalty: 4030.019287
	Iteration 56Q: 3 clusters Score -339692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -339697.468750 Penalty: 4030.019287
	Iteration 57Q: 3 clusters Score -339697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -339699.437500 Penalty: 4030.019287
	Iteration 58Q: 3 clusters Score -339699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -339702.000000 Penalty: 4030.019287
	Iteration 59Q: 3 clusters Score -339702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -339706.562500 Penalty: 4030.019287
	Iteration 60F: 3 clusters Score -339706.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -339709.250000 Penalty: 4030.019287
	Iteration 61Q: 3 clusters Score -339709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -339712.031250 Penalty: 4030.019287
	Iteration 62Q: 3 clusters Score -339712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -339714.843750 Penalty: 4030.019287
	Iteration 63Q: 3 clusters Score -339714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -339717.687500 Penalty: 4030.019287
	Iteration 64Q: 3 clusters Score -339717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -339721.656250 Penalty: 4030.019287
	Iteration 65Q: 3 clusters Score -339721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -339724.468750 Penalty: 4030.019287
	Iteration 66Q: 3 clusters Score -339724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -339727.968750 Penalty: 4030.019287
	Iteration 67Q: 3 clusters Score -339728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -339731.906250 Penalty: 4030.019287
	Iteration 68Q: 3 clusters Score -339731.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -339736.125000 Penalty: 4030.019287
	Iteration 69Q: 3 clusters Score -339736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -339740.406250 Penalty: 4030.019287
	Iteration 70Q: 3 clusters Score -339740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -339742.718750 Penalty: 4030.019287
	Iteration 71Q: 3 clusters Score -339742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -339744.375000 Penalty: 4030.019287
	Iteration 72Q: 3 clusters Score -339744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -339746.156250 Penalty: 4030.019287
	Iteration 73Q: 3 clusters Score -339746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -339748.468750 Penalty: 4030.019287
	Iteration 74Q: 3 clusters Score -339748.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -339750.625000 Penalty: 4030.019287
	Iteration 75Q: 3 clusters Score -339750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -339751.906250 Penalty: 4030.019287
	Iteration 76Q: 3 clusters Score -339751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -339754.625000 Penalty: 4030.019287
	Iteration 77Q: 3 clusters Score -339754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -339756.250000 Penalty: 4030.019287
	Iteration 78Q: 3 clusters Score -339756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -339758.500000 Penalty: 4030.019287
	Iteration 79Q: 3 clusters Score -339758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -339759.406250 Penalty: 4030.019287
	Iteration 80F: 3 clusters Score -339759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -339760.312500 Penalty: 4030.019287
	Iteration 81Q: 3 clusters Score -339760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339760.281250 Penalty: 4030.019287
	Iteration 82Q: 3 clusters Score -339760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -339760.406250 Penalty: 4030.019287
	Iteration 83Q: 3 clusters Score -339760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -339761.812500 Penalty: 4030.019287
	Iteration 84Q: 3 clusters Score -339761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339763.218750 Penalty: 4030.019287
	Iteration 85Q: 3 clusters Score -339763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -339765.687500 Penalty: 4030.019287
	Iteration 86Q: 3 clusters Score -339765.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -339768.562500 Penalty: 4030.019287
	Iteration 87Q: 3 clusters Score -339768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -339771.312500 Penalty: 4030.019287
	Iteration 88Q: 3 clusters Score -339771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -339772.343750 Penalty: 4030.019287
	Iteration 89Q: 3 clusters Score -339772.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -339775.343750 Penalty: 4030.019287
	Iteration 90Q: 3 clusters Score -339775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -339777.718750 Penalty: 4030.019287
	Iteration 91Q: 3 clusters Score -339777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -339778.468750 Penalty: 4030.019287
	Iteration 92Q: 3 clusters Score -339778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -339779.437500 Penalty: 4030.019287
	Iteration 93Q: 3 clusters Score -339779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -339779.343750 Penalty: 4030.019287
	Iteration 94Q: 3 clusters Score -339779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -339779.343750 Penalty: 4030.019287
	Iteration 95F: 3 clusters Score -339779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -467270.406250 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -467270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -462684.375000 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -462684.4 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -463881.687500 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -463881.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -464221.250000 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -464221.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -464547.062500 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -464547.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -464867.093750 Penalty: 4237.355469
	Iteration 4F: 3 clusters Score -464867.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -465150.625000 Penalty: 4237.355469
	Iteration 5F: 3 clusters Score -465150.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -465422.531250 Penalty: 4237.355469
	Iteration 6F: 3 clusters Score -465422.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -465662.687500 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -465662.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -465833.281250 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -465833.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -465952.125000 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -465952.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -466048.468750 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -466048.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -466097.031250 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -466097 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -466128.968750 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -466129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -466148.906250 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -466148.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -466159.500000 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -466159.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -466169.250000 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -466169.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -466174.656250 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -466174.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -466179.281250 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -466179.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -466186.781250 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -466186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -466190.843750 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -466190.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -466199.062500 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -466199.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -466204.718750 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -466204.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -466211.843750 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -466211.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -466218.406250 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -466218.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -466230.375000 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -466230.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -466240.562500 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -466240.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -466250.125000 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -466250.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -466259.406250 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -466259.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -466266.718750 Penalty: 4237.355469
	Iteration 28Q: 3 clusters Score -466266.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -466272.093750 Penalty: 4237.355469
	Iteration 29Q: 3 clusters Score -466272.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -466275.718750 Penalty: 4237.355469
	Iteration 30Q: 3 clusters Score -466275.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -466280.281250 Penalty: 4237.355469
	Iteration 31Q: 3 clusters Score -466280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -466281.562500 Penalty: 4237.355469
	Iteration 32Q: 3 clusters Score -466281.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -466282.718750 Penalty: 4237.355469
	Iteration 33Q: 3 clusters Score -466282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -466283.125000 Penalty: 4237.355469
	Iteration 34Q: 3 clusters Score -466283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -466284.562500 Penalty: 4237.355469
	Iteration 35Q: 3 clusters Score -466284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -466287.562500 Penalty: 4237.355469
	Iteration 36Q: 3 clusters Score -466287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -466289.750000 Penalty: 4237.355469
	Iteration 37Q: 3 clusters Score -466289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -466290.218750 Penalty: 4237.355469
	Iteration 38Q: 3 clusters Score -466290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -466291.187500 Penalty: 4237.355469
	Iteration 39Q: 3 clusters Score -466291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -466291.687500 Penalty: 4237.355469
	Iteration 40F: 3 clusters Score -466291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -466293.531250 Penalty: 4237.355469
	Iteration 41Q: 3 clusters Score -466293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -466292.750000 Penalty: 4237.355469
	Iteration 42Q: 3 clusters Score -466292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -466293.781250 Penalty: 4237.355469
	Iteration 43Q: 3 clusters Score -466293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -466294.375000 Penalty: 4237.355469
	Iteration 44Q: 3 clusters Score -466294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -466294.375000 Penalty: 4237.355469
	Iteration 45F: 3 clusters Score -466294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Entering Unmasked Estep 
Score: -9439328.000000 Penalty: 2848.328125
	Iteration 0F: 2 clusters Score -9439328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -9374089.000000 Penalty: 5696.656250
	Iteration 0F: 3 clusters Score -9374089 nChanged 45871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -9400434.000000 Penalty: 5696.656250
	Iteration 1F: 3 clusters Score -9400434 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -9401413.000000 Penalty: 5696.656250
	Iteration 2Q: 3 clusters Score -9401413 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -9402482.000000 Penalty: 5696.656250
	Iteration 3Q: 3 clusters Score -9402482 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9403673.000000 Penalty: 5696.656250
	Iteration 4Q: 3 clusters Score -9403673 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -9404976.000000 Penalty: 5696.656250
	Iteration 5Q: 3 clusters Score -9404976 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -9406626.000000 Penalty: 5696.656250
	Iteration 6Q: 3 clusters Score -9406626 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -9408451.000000 Penalty: 5696.656250
	Iteration 7Q: 3 clusters Score -9408451 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -9410281.000000 Penalty: 5696.656250
	Iteration 8Q: 3 clusters Score -9410281 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -9412085.000000 Penalty: 5696.656250
	Iteration 9Q: 3 clusters Score -9412085 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -9413713.000000 Penalty: 5696.656250
	Iteration 10Q: 3 clusters Score -9413713 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -9415435.000000 Penalty: 5696.656250
	Iteration 11Q: 3 clusters Score -9415435 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -9417206.000000 Penalty: 5696.656250
	Iteration 12Q: 3 clusters Score -9417206 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -9418574.000000 Penalty: 5696.656250
	Iteration 13Q: 3 clusters Score -9418574 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -9419436.000000 Penalty: 5696.656250
	Iteration 14Q: 3 clusters Score -9419436 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -9419836.000000 Penalty: 5696.656250
	Iteration 15Q: 3 clusters Score -9419836 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -9420002.000000 Penalty: 5696.656250
	Iteration 16Q: 3 clusters Score -9420002 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9420061.000000 Penalty: 5696.656250
	Iteration 17Q: 3 clusters Score -9420061 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9420116.000000 Penalty: 5696.656250
	Iteration 18Q: 3 clusters Score -9420116 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -9420169.000000 Penalty: 5696.656250
	Iteration 19Q: 3 clusters Score -9420169 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -9420185.000000 Penalty: 5696.656250
	Iteration 20F: 3 clusters Score -9420185 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -9420206.000000 Penalty: 5696.656250
	Iteration 21Q: 3 clusters Score -9420206 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -9420246.000000 Penalty: 5696.656250
	Iteration 22Q: 3 clusters Score -9420246 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -9420301.000000 Penalty: 5696.656250
	Iteration 23Q: 3 clusters Score -9420301 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -9420307.000000 Penalty: 5696.656250
	Iteration 24Q: 3 clusters Score -9420307 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -9420353.000000 Penalty: 5696.656250
	Iteration 25Q: 3 clusters Score -9420353 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -9420370.000000 Penalty: 5696.656250
	Iteration 26Q: 3 clusters Score -9420370 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -9420423.000000 Penalty: 5696.656250
	Iteration 27Q: 3 clusters Score -9420423 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -9420476.000000 Penalty: 5696.656250
	Iteration 28Q: 3 clusters Score -9420476 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9420467.000000 Penalty: 5696.656250
	Iteration 29Q: 3 clusters Score -9420467 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -9420548.000000 Penalty: 5696.656250
	Iteration 30Q: 3 clusters Score -9420548 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -9420577.000000 Penalty: 5696.656250
	Iteration 31Q: 3 clusters Score -9420577 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -9420700.000000 Penalty: 5696.656250
	Iteration 32Q: 3 clusters Score -9420700 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -9420764.000000 Penalty: 5696.656250
	Iteration 33Q: 3 clusters Score -9420764 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -9420833.000000 Penalty: 5696.656250
	Iteration 34Q: 3 clusters Score -9420833 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -9420949.000000 Penalty: 5696.656250
	Iteration 35Q: 3 clusters Score -9420949 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -9421037.000000 Penalty: 5696.656250
	Iteration 36Q: 3 clusters Score -9421037 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -9421097.000000 Penalty: 5696.656250
	Iteration 37Q: 3 clusters Score -9421097 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -9421278.000000 Penalty: 5696.656250
	Iteration 38Q: 3 clusters Score -9421278 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -9421409.000000 Penalty: 5696.656250
	Iteration 39Q: 3 clusters Score -9421409 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -9421577.000000 Penalty: 5696.656250
	Iteration 40F: 3 clusters Score -9421577 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9421768.000000 Penalty: 5696.656250
	Iteration 41Q: 3 clusters Score -9421768 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -9421978.000000 Penalty: 5696.656250
	Iteration 42Q: 3 clusters Score -9421978 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -9422134.000000 Penalty: 5696.656250
	Iteration 43Q: 3 clusters Score -9422134 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9422374.000000 Penalty: 5696.656250
	Iteration 44Q: 3 clusters Score -9422374 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -9422682.000000 Penalty: 5696.656250
	Iteration 45Q: 3 clusters Score -9422682 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -9423055.000000 Penalty: 5696.656250
	Iteration 46Q: 3 clusters Score -9423055 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -9423442.000000 Penalty: 5696.656250
	Iteration 47Q: 3 clusters Score -9423442 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -9423815.000000 Penalty: 5696.656250
	Iteration 48Q: 3 clusters Score -9423815 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -9424261.000000 Penalty: 5696.656250
	Iteration 49Q: 3 clusters Score -9424261 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -9424709.000000 Penalty: 5696.656250
	Iteration 50Q: 3 clusters Score -9424709 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -9425233.000000 Penalty: 5696.656250
	Iteration 51Q: 3 clusters Score -9425233 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -9425827.000000 Penalty: 5696.656250
	Iteration 52Q: 3 clusters Score -9425827 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -9426420.000000 Penalty: 5696.656250
	Iteration 53Q: 3 clusters Score -9426420 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -9426947.000000 Penalty: 5696.656250
	Iteration 54Q: 3 clusters Score -9426947 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -9427578.000000 Penalty: 5696.656250
	Iteration 55Q: 3 clusters Score -9427578 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -9428191.000000 Penalty: 5696.656250
	Iteration 56Q: 3 clusters Score -9428191 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -9428828.000000 Penalty: 5696.656250
	Iteration 57Q: 3 clusters Score -9428828 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -9429413.000000 Penalty: 5696.656250
	Iteration 58Q: 3 clusters Score -9429413 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -9430049.000000 Penalty: 5696.656250
	Iteration 59Q: 3 clusters Score -9430049 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -9430635.000000 Penalty: 5696.656250
	Iteration 60F: 3 clusters Score -9430635 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -9431303.000000 Penalty: 5696.656250
	Iteration 61Q: 3 clusters Score -9431303 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -9431971.000000 Penalty: 5696.656250
	Iteration 62Q: 3 clusters Score -9431971 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -9432586.000000 Penalty: 5696.656250
	Iteration 63Q: 3 clusters Score -9432586 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -9433124.000000 Penalty: 5696.656250
	Iteration 64Q: 3 clusters Score -9433124 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -9433671.000000 Penalty: 5696.656250
	Iteration 65Q: 3 clusters Score -9433671 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -9434142.000000 Penalty: 5696.656250
	Iteration 66Q: 3 clusters Score -9434142 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -9434445.000000 Penalty: 5696.656250
	Iteration 67Q: 3 clusters Score -9434445 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9434821.000000 Penalty: 5696.656250
	Iteration 68Q: 3 clusters Score -9434821 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9435140.000000 Penalty: 5696.656250
	Iteration 69Q: 3 clusters Score -9435140 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9435391.000000 Penalty: 5696.656250
	Iteration 70Q: 3 clusters Score -9435391 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9435620.000000 Penalty: 5696.656250
	Iteration 71Q: 3 clusters Score -9435620 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9435868.000000 Penalty: 5696.656250
	Iteration 72Q: 3 clusters Score -9435868 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9436068.000000 Penalty: 5696.656250
	Iteration 73Q: 3 clusters Score -9436068 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9436225.000000 Penalty: 5696.656250
	Iteration 74Q: 3 clusters Score -9436225 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9436386.000000 Penalty: 5696.656250
	Iteration 75Q: 3 clusters Score -9436386 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9436500.000000 Penalty: 5696.656250
	Iteration 76Q: 3 clusters Score -9436500 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9436625.000000 Penalty: 5696.656250
	Iteration 77Q: 3 clusters Score -9436625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9436675.000000 Penalty: 5696.656250
	Iteration 78Q: 3 clusters Score -9436675 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9436724.000000 Penalty: 5696.656250
	Iteration 79Q: 3 clusters Score -9436724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9436738.000000 Penalty: 5696.656250
	Iteration 80F: 3 clusters Score -9436738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9436765.000000 Penalty: 5696.656250
	Iteration 81Q: 3 clusters Score -9436765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9436789.000000 Penalty: 5696.656250
	Iteration 82Q: 3 clusters Score -9436789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9436822.000000 Penalty: 5696.656250
	Iteration 83Q: 3 clusters Score -9436822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9436825.000000 Penalty: 5696.656250
	Iteration 84Q: 3 clusters Score -9436825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9436822.000000 Penalty: 5696.656250
	Iteration 85Q: 3 clusters Score -9436822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9436843.000000 Penalty: 5696.656250
	Iteration 86Q: 3 clusters Score -9436843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9436847.000000 Penalty: 5696.656250
	Iteration 87Q: 3 clusters Score -9436847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9436853.000000 Penalty: 5696.656250
	Iteration 88Q: 3 clusters Score -9436853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9436860.000000 Penalty: 5696.656250
	Iteration 89Q: 3 clusters Score -9436860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9436861.000000 Penalty: 5696.656250
	Iteration 90Q: 3 clusters Score -9436861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9436874.000000 Penalty: 5696.656250
	Iteration 91Q: 3 clusters Score -9436874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9436865.000000 Penalty: 5696.656250
	Iteration 92Q: 3 clusters Score -9436865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9436871.000000 Penalty: 5696.656250
	Iteration 93Q: 3 clusters Score -9436871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9436869.000000 Penalty: 5696.656250
	Iteration 94Q: 3 clusters Score -9436869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9436884.000000 Penalty: 5696.656250
	Iteration 95Q: 3 clusters Score -9436884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9436889.000000 Penalty: 5696.656250
	Iteration 96Q: 3 clusters Score -9436889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9436895.000000 Penalty: 5696.656250
	Iteration 97Q: 3 clusters Score -9436895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9436890.000000 Penalty: 5696.656250
	Iteration 98Q: 3 clusters Score -9436890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9436898.000000 Penalty: 5696.656250
	Iteration 99Q: 3 clusters Score -9436898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9436893.000000 Penalty: 5696.656250
	Iteration 100F: 3 clusters Score -9436893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9436905.000000 Penalty: 5696.656250
	Iteration 101Q: 3 clusters Score -9436905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9436903.000000 Penalty: 5696.656250
	Iteration 102Q: 3 clusters Score -9436903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9436899.000000 Penalty: 5696.656250
	Iteration 103Q: 3 clusters Score -9436899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9436900.000000 Penalty: 5696.656250
	Iteration 104Q: 3 clusters Score -9436900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9436911.000000 Penalty: 5696.656250
	Iteration 105Q: 3 clusters Score -9436911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9436904.000000 Penalty: 5696.656250
	Iteration 106Q: 3 clusters Score -9436904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9436912.000000 Penalty: 5696.656250
	Iteration 107Q: 3 clusters Score -9436912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9436905.000000 Penalty: 5696.656250
	Iteration 108Q: 3 clusters Score -9436905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9436911.000000 Penalty: 5696.656250
	Iteration 109Q: 3 clusters Score -9436911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9436920.000000 Penalty: 5696.656250
	Iteration 110Q: 3 clusters Score -9436920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9436926.000000 Penalty: 5696.656250
	Iteration 111Q: 3 clusters Score -9436926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9436929.000000 Penalty: 5696.656250
	Iteration 112Q: 3 clusters Score -9436929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9436929.000000 Penalty: 5696.656250
	Iteration 113F: 3 clusters Score -9436929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -506911.531250 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -506911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -502135.937500 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -502135.9 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -503320.531250 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -503320.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -503557.281250 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -503557.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -503690.500000 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -503690.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -503777.531250 Penalty: 4267.544922
	Iteration 4Q: 3 clusters Score -503777.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -503838.500000 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -503838.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -503888.531250 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -503888.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -503935.000000 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -503935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -503984.562500 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -503984.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -504049.125000 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -504049.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -504118.343750 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -504118.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -504192.875000 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -504192.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -504287.750000 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -504287.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -504394.031250 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -504394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -504536.281250 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -504536.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -504686.218750 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -504686.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -504821.156250 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -504821.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -504943.437500 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -504943.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -505054.531250 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -505054.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -505145.812500 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -505145.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -505202.906250 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -505202.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -505245.593750 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -505245.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -505285.781250 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -505285.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -505309.156250 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -505309.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -505323.093750 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -505323.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -505336.062500 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -505336.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -505350.562500 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -505350.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -505361.312500 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -505361.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -505370.031250 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -505370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -505379.562500 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -505379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -505394.687500 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -505394.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -505405.812500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -505405.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -505419.781250 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -505419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -505428.437500 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -505428.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -505438.750000 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -505438.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -505449.312500 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -505449.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -505456.062500 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -505456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -505459.531250 Penalty: 4267.544922
	Iteration 37Q: 3 clusters Score -505459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -505463.750000 Penalty: 4267.544922
	Iteration 38Q: 3 clusters Score -505463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -505466.250000 Penalty: 4267.544922
	Iteration 39Q: 3 clusters Score -505466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -505467.312500 Penalty: 4267.544922
	Iteration 40F: 3 clusters Score -505467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -505469.125000 Penalty: 4267.544922
	Iteration 41Q: 3 clusters Score -505469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -505469.562500 Penalty: 4267.544922
	Iteration 42Q: 3 clusters Score -505469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -505471.750000 Penalty: 4267.544922
	Iteration 43Q: 3 clusters Score -505471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -505473.437500 Penalty: 4267.544922
	Iteration 44Q: 3 clusters Score -505473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -505474.343750 Penalty: 4267.544922
	Iteration 45Q: 3 clusters Score -505474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -505476.250000 Penalty: 4267.544922
	Iteration 46Q: 3 clusters Score -505476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -505476.000000 Penalty: 4267.544922
	Iteration 47Q: 3 clusters Score -505476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -505478.187500 Penalty: 4267.544922
	Iteration 48Q: 3 clusters Score -505478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -505478.843750 Penalty: 4267.544922
	Iteration 49Q: 3 clusters Score -505478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -505480.687500 Penalty: 4267.544922
	Iteration 50Q: 3 clusters Score -505480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -505480.687500 Penalty: 4267.544922
	Iteration 51Q: 3 clusters Score -505480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -505482.125000 Penalty: 4267.544922
	Iteration 52Q: 3 clusters Score -505482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -505482.093750 Penalty: 4267.544922
	Iteration 53Q: 3 clusters Score -505482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -505482.687500 Penalty: 4267.544922
	Iteration 54Q: 3 clusters Score -505482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -505483.562500 Penalty: 4267.544922
	Iteration 55Q: 3 clusters Score -505483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -505483.562500 Penalty: 4267.544922
	Iteration 56F: 3 clusters Score -505483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -621691.187500 Penalty: 2165.851318
	Iteration 0F: 2 clusters Score -621691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -616427.562500 Penalty: 4331.702637
	Iteration 0F: 3 clusters Score -616427.6 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -617781.062500 Penalty: 4331.702637
	Iteration 1F: 3 clusters Score -617781.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -618015.812500 Penalty: 4331.702637
	Iteration 2F: 3 clusters Score -618015.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -618166.187500 Penalty: 4331.702637
	Iteration 3Q: 3 clusters Score -618166.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -618294.250000 Penalty: 4331.702637
	Iteration 4Q: 3 clusters Score -618294.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -618406.062500 Penalty: 4331.702637
	Iteration 5Q: 3 clusters Score -618406.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -618528.437500 Penalty: 4331.702637
	Iteration 6Q: 3 clusters Score -618528.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -618662.687500 Penalty: 4331.702637
	Iteration 7Q: 3 clusters Score -618662.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -618805.250000 Penalty: 4331.702637
	Iteration 8Q: 3 clusters Score -618805.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -618944.375000 Penalty: 4331.702637
	Iteration 9Q: 3 clusters Score -618944.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -619067.875000 Penalty: 4331.702637
	Iteration 10Q: 3 clusters Score -619067.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -619181.250000 Penalty: 4331.702637
	Iteration 11Q: 3 clusters Score -619181.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -619286.187500 Penalty: 4331.702637
	Iteration 12Q: 3 clusters Score -619286.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -619380.187500 Penalty: 4331.702637
	Iteration 13Q: 3 clusters Score -619380.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -619462.875000 Penalty: 4331.702637
	Iteration 14Q: 3 clusters Score -619462.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -619520.562500 Penalty: 4331.702637
	Iteration 15Q: 3 clusters Score -619520.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -619571.125000 Penalty: 4331.702637
	Iteration 16Q: 3 clusters Score -619571.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -619618.437500 Penalty: 4331.702637
	Iteration 17Q: 3 clusters Score -619618.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -619670.437500 Penalty: 4331.702637
	Iteration 18Q: 3 clusters Score -619670.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -619724.125000 Penalty: 4331.702637
	Iteration 19Q: 3 clusters Score -619724.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -619764.250000 Penalty: 4331.702637
	Iteration 20F: 3 clusters Score -619764.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -619797.250000 Penalty: 4331.702637
	Iteration 21Q: 3 clusters Score -619797.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -619823.375000 Penalty: 4331.702637
	Iteration 22Q: 3 clusters Score -619823.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -619833.562500 Penalty: 4331.702637
	Iteration 23Q: 3 clusters Score -619833.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -619844.125000 Penalty: 4331.702637
	Iteration 24Q: 3 clusters Score -619844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -619850.000000 Penalty: 4331.702637
	Iteration 25Q: 3 clusters Score -619850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -619858.750000 Penalty: 4331.702637
	Iteration 26Q: 3 clusters Score -619858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -619859.625000 Penalty: 4331.702637
	Iteration 27Q: 3 clusters Score -619859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -619859.250000 Penalty: 4331.702637
	Iteration 28Q: 3 clusters Score -619859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -619859.250000 Penalty: 4331.702637
	Iteration 29F: 3 clusters Score -619859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (55660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Entering Unmasked Estep 
Score: -5609242.500000 Penalty: 2709.900391
	Iteration 0F: 2 clusters Score -5609242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -5571635.500000 Penalty: 5419.800781
	Iteration 0F: 3 clusters Score -5571636 nChanged 25884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5586718.500000 Penalty: 5419.800781
	Iteration 1F: 3 clusters Score -5586718 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -5587954.000000 Penalty: 5419.800781
	Iteration 2F: 3 clusters Score -5587954 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -5589918.500000 Penalty: 5419.800781
	Iteration 3F: 3 clusters Score -5589918 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -5593193.500000 Penalty: 5419.800781
	Iteration 4F: 3 clusters Score -5593194 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -5597426.000000 Penalty: 5419.800781
	Iteration 5F: 3 clusters Score -5597426 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5600771.000000 Penalty: 5419.800781
	Iteration 6F: 3 clusters Score -5600771 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5602869.500000 Penalty: 5419.800781
	Iteration 7F: 3 clusters Score -5602870 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5604278.500000 Penalty: 5419.800781
	Iteration 8Q: 3 clusters Score -5604278 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5605349.000000 Penalty: 5419.800781
	Iteration 9Q: 3 clusters Score -5605349 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -5606154.500000 Penalty: 5419.800781
	Iteration 10Q: 3 clusters Score -5606154 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -5606754.000000 Penalty: 5419.800781
	Iteration 11Q: 3 clusters Score -5606754 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5607204.000000 Penalty: 5419.800781
	Iteration 12Q: 3 clusters Score -5607204 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5607493.500000 Penalty: 5419.800781
	Iteration 13Q: 3 clusters Score -5607494 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5607738.000000 Penalty: 5419.800781
	Iteration 14Q: 3 clusters Score -5607738 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -5607855.500000 Penalty: 5419.800781
	Iteration 15Q: 3 clusters Score -5607856 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -5607959.000000 Penalty: 5419.800781
	Iteration 16Q: 3 clusters Score -5607959 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -5607971.000000 Penalty: 5419.800781
	Iteration 17Q: 3 clusters Score -5607971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5607984.000000 Penalty: 5419.800781
	Iteration 18Q: 3 clusters Score -5607984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -5608008.500000 Penalty: 5419.800781
	Iteration 19Q: 3 clusters Score -5608008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -5608005.000000 Penalty: 5419.800781
	Iteration 20F: 3 clusters Score -5608005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5608010.500000 Penalty: 5419.800781
	Iteration 21Q: 3 clusters Score -5608010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5608014.000000 Penalty: 5419.800781
	Iteration 22Q: 3 clusters Score -5608014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -5608015.000000 Penalty: 5419.800781
	Iteration 23Q: 3 clusters Score -5608015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5608012.000000 Penalty: 5419.800781
	Iteration 24Q: 3 clusters Score -5608012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5608013.000000 Penalty: 5419.800781
	Iteration 25Q: 3 clusters Score -5608013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5608016.000000 Penalty: 5419.800781
	Iteration 26Q: 3 clusters Score -5608016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5608011.000000 Penalty: 5419.800781
	Iteration 27Q: 3 clusters Score -5608011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5608011.000000 Penalty: 5419.800781
	Iteration 28F: 3 clusters Score -5608011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -577229.312500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -577229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -571981.562500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -571981.6 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -573812.312500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -573812.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -574266.437500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -574266.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -574632.250000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -574632.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -574993.125000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -574993.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -575269.250000 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -575269.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -575498.500000 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -575498.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -575735.875000 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -575735.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -575978.250000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -575978.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -576161.250000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -576161.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -576318.250000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -576318.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -576450.312500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -576450.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -576538.937500 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -576538.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -576586.062500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -576586.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -576618.937500 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -576618.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -576646.937500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -576646.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -576668.250000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -576668.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -576685.437500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -576685.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -576695.625000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -576695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -576706.062500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -576706.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -576720.875000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -576720.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -576731.000000 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -576731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -576739.812500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -576739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -576745.187500 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -576745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -576753.250000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -576753.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -576758.750000 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -576758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -576766.937500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -576766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -576774.437500 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -576774.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -576780.500000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -576780.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -576789.875000 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -576789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -576799.500000 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -576799.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -576814.687500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -576814.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -576828.625000 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -576828.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -576836.812500 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -576836.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -576855.562500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -576855.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -576870.750000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -576870.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -576885.312500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -576885.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -576894.312500 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -576894.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -576898.125000 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -576898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -576905.750000 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -576905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -576914.125000 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -576914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -576920.625000 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -576920.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -576927.562500 Penalty: 4333.059570
	Iteration 42Q: 3 clusters Score -576927.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -576934.312500 Penalty: 4333.059570
	Iteration 43Q: 3 clusters Score -576934.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -576941.875000 Penalty: 4333.059570
	Iteration 44Q: 3 clusters Score -576941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -576950.000000 Penalty: 4333.059570
	Iteration 45Q: 3 clusters Score -576950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -576955.875000 Penalty: 4333.059570
	Iteration 46Q: 3 clusters Score -576955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -576961.937500 Penalty: 4333.059570
	Iteration 47Q: 3 clusters Score -576961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -576965.625000 Penalty: 4333.059570
	Iteration 48Q: 3 clusters Score -576965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -576970.000000 Penalty: 4333.059570
	Iteration 49Q: 3 clusters Score -576970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -576972.312500 Penalty: 4333.059570
	Iteration 50Q: 3 clusters Score -576972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -576972.625000 Penalty: 4333.059570
	Iteration 51Q: 3 clusters Score -576972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -576974.437500 Penalty: 4333.059570
	Iteration 52Q: 3 clusters Score -576974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -576976.625000 Penalty: 4333.059570
	Iteration 53Q: 3 clusters Score -576976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -576981.812500 Penalty: 4333.059570
	Iteration 54Q: 3 clusters Score -576981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -576983.875000 Penalty: 4333.059570
	Iteration 55Q: 3 clusters Score -576983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -576985.375000 Penalty: 4333.059570
	Iteration 56Q: 3 clusters Score -576985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -576986.937500 Penalty: 4333.059570
	Iteration 57Q: 3 clusters Score -576986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -576987.687500 Penalty: 4333.059570
	Iteration 58Q: 3 clusters Score -576987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -576989.375000 Penalty: 4333.059570
	Iteration 59Q: 3 clusters Score -576989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -576990.187500 Penalty: 4333.059570
	Iteration 60F: 3 clusters Score -576990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -576991.875000 Penalty: 4333.059570
	Iteration 61Q: 3 clusters Score -576991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -576994.187500 Penalty: 4333.059570
	Iteration 62Q: 3 clusters Score -576994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -576995.500000 Penalty: 4333.059570
	Iteration 63Q: 3 clusters Score -576995.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -577001.687500 Penalty: 4333.059570
	Iteration 64Q: 3 clusters Score -577001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -577004.625000 Penalty: 4333.059570
	Iteration 65Q: 3 clusters Score -577004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -577006.500000 Penalty: 4333.059570
	Iteration 66Q: 3 clusters Score -577006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -577008.562500 Penalty: 4333.059570
	Iteration 67Q: 3 clusters Score -577008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -577010.875000 Penalty: 4333.059570
	Iteration 68Q: 3 clusters Score -577010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -577013.875000 Penalty: 4333.059570
	Iteration 69Q: 3 clusters Score -577013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -577017.812500 Penalty: 4333.059570
	Iteration 70Q: 3 clusters Score -577017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -577020.875000 Penalty: 4333.059570
	Iteration 71Q: 3 clusters Score -577020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -577023.562500 Penalty: 4333.059570
	Iteration 72Q: 3 clusters Score -577023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -577027.187500 Penalty: 4333.059570
	Iteration 73Q: 3 clusters Score -577027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -577028.375000 Penalty: 4333.059570
	Iteration 74Q: 3 clusters Score -577028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -577033.187500 Penalty: 4333.059570
	Iteration 75Q: 3 clusters Score -577033.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -577038.750000 Penalty: 4333.059570
	Iteration 76Q: 3 clusters Score -577038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -577043.062500 Penalty: 4333.059570
	Iteration 77Q: 3 clusters Score -577043.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -577049.375000 Penalty: 4333.059570
	Iteration 78Q: 3 clusters Score -577049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -577052.500000 Penalty: 4333.059570
	Iteration 79Q: 3 clusters Score -577052.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -577055.437500 Penalty: 4333.059570
	Iteration 80F: 3 clusters Score -577055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -577053.250000 Penalty: 4333.059570
	Iteration 81Q: 3 clusters Score -577053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -577053.937500 Penalty: 4333.059570
	Iteration 82Q: 3 clusters Score -577053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -577054.062500 Penalty: 4333.059570
	Iteration 83Q: 3 clusters Score -577054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -577055.500000 Penalty: 4333.059570
	Iteration 84Q: 3 clusters Score -577055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -577056.062500 Penalty: 4333.059570
	Iteration 85Q: 3 clusters Score -577056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -577055.625000 Penalty: 4333.059570
	Iteration 86Q: 3 clusters Score -577055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -577057.250000 Penalty: 4333.059570
	Iteration 87Q: 3 clusters Score -577057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -577059.375000 Penalty: 4333.059570
	Iteration 88Q: 3 clusters Score -577059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -577059.937500 Penalty: 4333.059570
	Iteration 89Q: 3 clusters Score -577059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -577059.937500 Penalty: 4333.059570
	Iteration 90Q: 3 clusters Score -577059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -577059.937500 Penalty: 4333.059570
	Iteration 91F: 3 clusters Score -577059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -382697.906250 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -382697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -378712.812500 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -378712.8 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -379746.750000 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -379746.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380041.406250 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -380041.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -380226.062500 Penalty: 4128.630371
	Iteration 3F: 3 clusters Score -380226.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -380387.218750 Penalty: 4128.630371
	Iteration 4Q: 3 clusters Score -380387.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -380539.625000 Penalty: 4128.630371
	Iteration 5Q: 3 clusters Score -380539.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -380668.625000 Penalty: 4128.630371
	Iteration 6Q: 3 clusters Score -380668.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -380771.968750 Penalty: 4128.630371
	Iteration 7Q: 3 clusters Score -380772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -380851.000000 Penalty: 4128.630371
	Iteration 8Q: 3 clusters Score -380851 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -380940.593750 Penalty: 4128.630371
	Iteration 9Q: 3 clusters Score -380940.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -381022.156250 Penalty: 4128.630371
	Iteration 10Q: 3 clusters Score -381022.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -381097.593750 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -381097.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -381164.718750 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -381164.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -381212.187500 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -381212.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -381263.843750 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -381263.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -381324.531250 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -381324.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -381392.375000 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -381392.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -381469.500000 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -381469.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -381543.093750 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -381543.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -381600.843750 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -381600.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -381656.531250 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -381656.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -381698.906250 Penalty: 4128.630371
	Iteration 21Q: 3 clusters Score -381698.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -381741.218750 Penalty: 4128.630371
	Iteration 22Q: 3 clusters Score -381741.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -381783.000000 Penalty: 4128.630371
	Iteration 23Q: 3 clusters Score -381783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -381818.718750 Penalty: 4128.630371
	Iteration 24Q: 3 clusters Score -381818.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -381844.562500 Penalty: 4128.630371
	Iteration 25Q: 3 clusters Score -381844.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -381867.062500 Penalty: 4128.630371
	Iteration 26Q: 3 clusters Score -381867.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -381887.187500 Penalty: 4128.630371
	Iteration 27Q: 3 clusters Score -381887.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -381902.781250 Penalty: 4128.630371
	Iteration 28Q: 3 clusters Score -381902.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -381919.156250 Penalty: 4128.630371
	Iteration 29Q: 3 clusters Score -381919.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -381935.937500 Penalty: 4128.630371
	Iteration 30Q: 3 clusters Score -381935.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -381949.062500 Penalty: 4128.630371
	Iteration 31Q: 3 clusters Score -381949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -381966.625000 Penalty: 4128.630371
	Iteration 32Q: 3 clusters Score -381966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -381986.937500 Penalty: 4128.630371
	Iteration 33Q: 3 clusters Score -381986.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -382011.687500 Penalty: 4128.630371
	Iteration 34Q: 3 clusters Score -382011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -382027.562500 Penalty: 4128.630371
	Iteration 35Q: 3 clusters Score -382027.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -382038.437500 Penalty: 4128.630371
	Iteration 36Q: 3 clusters Score -382038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -382045.531250 Penalty: 4128.630371
	Iteration 37Q: 3 clusters Score -382045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -382046.843750 Penalty: 4128.630371
	Iteration 38Q: 3 clusters Score -382046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -382048.687500 Penalty: 4128.630371
	Iteration 39Q: 3 clusters Score -382048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -382047.843750 Penalty: 4128.630371
	Iteration 40F: 3 clusters Score -382047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -382049.218750 Penalty: 4128.630371
	Iteration 41Q: 3 clusters Score -382049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -382049.625000 Penalty: 4128.630371
	Iteration 42Q: 3 clusters Score -382049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -382051.062500 Penalty: 4128.630371
	Iteration 43Q: 3 clusters Score -382051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -382050.750000 Penalty: 4128.630371
	Iteration 44Q: 3 clusters Score -382050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -382050.593750 Penalty: 4128.630371
	Iteration 45Q: 3 clusters Score -382050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -382050.750000 Penalty: 4128.630371
	Iteration 46Q: 3 clusters Score -382050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -382050.750000 Penalty: 4128.630371
	Iteration 47F: 3 clusters Score -382050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -404672.062500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -404672.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -400606.812500 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -400606.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -401597.281250 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -401597.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -401910.187500 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -401910.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -402154.531250 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -402154.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -402385.156250 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -402385.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -402630.750000 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -402630.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -402829.031250 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -402829 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -402997.468750 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -402997.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -403140.031250 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -403140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -403225.625000 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -403225.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -403286.687500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -403286.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -403340.156250 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -403340.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -403383.406250 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -403383.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -403422.375000 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -403422.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -403451.625000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -403451.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -403472.937500 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -403472.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -403493.000000 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -403493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -403506.093750 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -403506.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -403514.093750 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -403514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -403516.843750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -403516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -403518.625000 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -403518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -403522.156250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -403522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -403525.968750 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -403526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -403529.437500 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -403529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -403533.156250 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -403533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -403535.437500 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -403535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -403537.281250 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -403537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -403540.593750 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -403540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -403544.125000 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -403544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -403547.500000 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -403547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -403548.875000 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -403548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -403549.281250 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -403549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -403551.843750 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -403551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -403556.656250 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -403556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -403561.843750 Penalty: 4154.198242
	Iteration 34Q: 3 clusters Score -403561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -403567.718750 Penalty: 4154.198242
	Iteration 35Q: 3 clusters Score -403567.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -403575.312500 Penalty: 4154.198242
	Iteration 36Q: 3 clusters Score -403575.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -403579.593750 Penalty: 4154.198242
	Iteration 37Q: 3 clusters Score -403579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -403582.968750 Penalty: 4154.198242
	Iteration 38Q: 3 clusters Score -403583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -403584.593750 Penalty: 4154.198242
	Iteration 39Q: 3 clusters Score -403584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -403586.718750 Penalty: 4154.198242
	Iteration 40F: 3 clusters Score -403586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -403588.812500 Penalty: 4154.198242
	Iteration 41Q: 3 clusters Score -403588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -403589.625000 Penalty: 4154.198242
	Iteration 42Q: 3 clusters Score -403589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -403589.812500 Penalty: 4154.198242
	Iteration 43Q: 3 clusters Score -403589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -403589.812500 Penalty: 4154.198242
	Iteration 44F: 3 clusters Score -403589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -238248.484375 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -238248.5 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 1184 members 
Entering Unmasked Estep 
Score: -235375.671875 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -235375.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -235964.859375 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -235964.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -236142.593750 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -236142.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -236251.359375 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -236251.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -236323.406250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -236323.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -236411.968750 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -236412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -236511.000000 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -236511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236594.781250 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -236594.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -236659.500000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -236659.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -236713.609375 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -236713.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236759.453125 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -236759.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -236801.375000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -236801.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -236840.421875 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -236840.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -236866.359375 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -236866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -236889.125000 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -236889.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -236899.562500 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -236899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -236909.093750 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -236909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -236914.234375 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -236914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -236917.328125 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -236917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -236921.515625 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -236921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -236930.546875 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -236930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -236937.500000 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -236937.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -236942.093750 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -236942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -236942.890625 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -236942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -236944.437500 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -236944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -236946.015625 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -236946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -236948.593750 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -236948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -236956.546875 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -236956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -236959.937500 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -236959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -236963.234375 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -236963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -236971.343750 Penalty: 3859.858887
	Iteration 30Q: 3 clusters Score -236971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -236978.375000 Penalty: 3859.858887
	Iteration 31Q: 3 clusters Score -236978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -236983.625000 Penalty: 3859.858887
	Iteration 32Q: 3 clusters Score -236983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -236985.984375 Penalty: 3859.858887
	Iteration 33Q: 3 clusters Score -236986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -236989.125000 Penalty: 3859.858887
	Iteration 34Q: 3 clusters Score -236989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -236989.796875 Penalty: 3859.858887
	Iteration 35Q: 3 clusters Score -236989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -236991.140625 Penalty: 3859.858887
	Iteration 36Q: 3 clusters Score -236991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -236993.421875 Penalty: 3859.858887
	Iteration 37Q: 3 clusters Score -236993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -236993.671875 Penalty: 3859.858887
	Iteration 38Q: 3 clusters Score -236993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -236993.671875 Penalty: 3859.858887
	Iteration 39F: 3 clusters Score -236993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Entering Unmasked Estep 
Score: -1554684.625000 Penalty: 2393.761963
	Iteration 0F: 2 clusters Score -1554685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1543556.875000 Penalty: 4787.523926
	Iteration 0F: 3 clusters Score -1543557 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1547039.500000 Penalty: 4787.523926
	Iteration 1F: 3 clusters Score -1547040 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1547470.500000 Penalty: 4787.523926
	Iteration 2F: 3 clusters Score -1547470 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1547809.500000 Penalty: 4787.523926
	Iteration 3F: 3 clusters Score -1547810 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1548110.250000 Penalty: 4787.523926
	Iteration 4Q: 3 clusters Score -1548110 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1548434.875000 Penalty: 4787.523926
	Iteration 5Q: 3 clusters Score -1548435 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1548842.125000 Penalty: 4787.523926
	Iteration 6Q: 3 clusters Score -1548842 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1549312.750000 Penalty: 4787.523926
	Iteration 7F: 3 clusters Score -1549313 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1549793.125000 Penalty: 4787.523926
	Iteration 8Q: 3 clusters Score -1549793 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1550297.250000 Penalty: 4787.523926
	Iteration 9Q: 3 clusters Score -1550297 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1550735.500000 Penalty: 4787.523926
	Iteration 10Q: 3 clusters Score -1550736 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1551126.375000 Penalty: 4787.523926
	Iteration 11Q: 3 clusters Score -1551126 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1551426.625000 Penalty: 4787.523926
	Iteration 12Q: 3 clusters Score -1551427 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1551677.625000 Penalty: 4787.523926
	Iteration 13Q: 3 clusters Score -1551678 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1551868.375000 Penalty: 4787.523926
	Iteration 14Q: 3 clusters Score -1551868 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1551985.500000 Penalty: 4787.523926
	Iteration 15Q: 3 clusters Score -1551986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1552063.875000 Penalty: 4787.523926
	Iteration 16Q: 3 clusters Score -1552064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1552119.375000 Penalty: 4787.523926
	Iteration 17Q: 3 clusters Score -1552119 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1552171.500000 Penalty: 4787.523926
	Iteration 18Q: 3 clusters Score -1552172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1552222.500000 Penalty: 4787.523926
	Iteration 19Q: 3 clusters Score -1552222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1552267.875000 Penalty: 4787.523926
	Iteration 20F: 3 clusters Score -1552268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1552301.625000 Penalty: 4787.523926
	Iteration 21Q: 3 clusters Score -1552302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1552328.750000 Penalty: 4787.523926
	Iteration 22Q: 3 clusters Score -1552329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1552353.875000 Penalty: 4787.523926
	Iteration 23Q: 3 clusters Score -1552354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1552382.000000 Penalty: 4787.523926
	Iteration 24Q: 3 clusters Score -1552382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1552408.000000 Penalty: 4787.523926
	Iteration 25Q: 3 clusters Score -1552408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1552429.000000 Penalty: 4787.523926
	Iteration 26Q: 3 clusters Score -1552429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1552454.625000 Penalty: 4787.523926
	Iteration 27Q: 3 clusters Score -1552455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1552466.500000 Penalty: 4787.523926
	Iteration 28Q: 3 clusters Score -1552466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1552481.875000 Penalty: 4787.523926
	Iteration 29Q: 3 clusters Score -1552482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1552491.750000 Penalty: 4787.523926
	Iteration 30Q: 3 clusters Score -1552492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1552496.625000 Penalty: 4787.523926
	Iteration 31Q: 3 clusters Score -1552497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1552499.875000 Penalty: 4787.523926
	Iteration 32Q: 3 clusters Score -1552500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1552508.625000 Penalty: 4787.523926
	Iteration 33Q: 3 clusters Score -1552509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1552510.625000 Penalty: 4787.523926
	Iteration 34Q: 3 clusters Score -1552511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1552521.000000 Penalty: 4787.523926
	Iteration 35Q: 3 clusters Score -1552521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1552524.375000 Penalty: 4787.523926
	Iteration 36Q: 3 clusters Score -1552524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1552525.375000 Penalty: 4787.523926
	Iteration 37Q: 3 clusters Score -1552525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1552531.750000 Penalty: 4787.523926
	Iteration 38Q: 3 clusters Score -1552532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1552534.750000 Penalty: 4787.523926
	Iteration 39Q: 3 clusters Score -1552535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1552539.375000 Penalty: 4787.523926
	Iteration 40F: 3 clusters Score -1552539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1552536.625000 Penalty: 4787.523926
	Iteration 41Q: 3 clusters Score -1552537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1552537.125000 Penalty: 4787.523926
	Iteration 42Q: 3 clusters Score -1552537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1552537.125000 Penalty: 4787.523926
	Iteration 43F: 3 clusters Score -1552537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -315228.468750 Penalty: 2015.889038
	Iteration 0F: 2 clusters Score -315228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -311706.375000 Penalty: 4031.778076
	Iteration 0F: 3 clusters Score -311706.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -312426.218750 Penalty: 4031.778076
	Iteration 1F: 3 clusters Score -312426.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -312657.437500 Penalty: 4031.778076
	Iteration 2F: 3 clusters Score -312657.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -312826.875000 Penalty: 4031.778076
	Iteration 3F: 3 clusters Score -312826.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -312922.593750 Penalty: 4031.778076
	Iteration 4Q: 3 clusters Score -312922.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -313012.406250 Penalty: 4031.778076
	Iteration 5Q: 3 clusters Score -313012.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -313108.187500 Penalty: 4031.778076
	Iteration 6Q: 3 clusters Score -313108.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -313202.000000 Penalty: 4031.778076
	Iteration 7Q: 3 clusters Score -313202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -313286.656250 Penalty: 4031.778076
	Iteration 8Q: 3 clusters Score -313286.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -313357.031250 Penalty: 4031.778076
	Iteration 9Q: 3 clusters Score -313357 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -313420.843750 Penalty: 4031.778076
	Iteration 10Q: 3 clusters Score -313420.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -313486.343750 Penalty: 4031.778076
	Iteration 11Q: 3 clusters Score -313486.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -313551.281250 Penalty: 4031.778076
	Iteration 12Q: 3 clusters Score -313551.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -313606.093750 Penalty: 4031.778076
	Iteration 13Q: 3 clusters Score -313606.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -313644.468750 Penalty: 4031.778076
	Iteration 14Q: 3 clusters Score -313644.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -313676.875000 Penalty: 4031.778076
	Iteration 15Q: 3 clusters Score -313676.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -313708.062500 Penalty: 4031.778076
	Iteration 16Q: 3 clusters Score -313708.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -313750.250000 Penalty: 4031.778076
	Iteration 17Q: 3 clusters Score -313750.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -313803.812500 Penalty: 4031.778076
	Iteration 18Q: 3 clusters Score -313803.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -313869.343750 Penalty: 4031.778076
	Iteration 19Q: 3 clusters Score -313869.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -313919.093750 Penalty: 4031.778076
	Iteration 20F: 3 clusters Score -313919.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -313953.531250 Penalty: 4031.778076
	Iteration 21Q: 3 clusters Score -313953.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -313977.000000 Penalty: 4031.778076
	Iteration 22Q: 3 clusters Score -313977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -313993.875000 Penalty: 4031.778076
	Iteration 23Q: 3 clusters Score -313993.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -314004.937500 Penalty: 4031.778076
	Iteration 24Q: 3 clusters Score -314004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -314011.187500 Penalty: 4031.778076
	Iteration 25Q: 3 clusters Score -314011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -314017.312500 Penalty: 4031.778076
	Iteration 26Q: 3 clusters Score -314017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -314020.812500 Penalty: 4031.778076
	Iteration 27Q: 3 clusters Score -314020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -314025.937500 Penalty: 4031.778076
	Iteration 28Q: 3 clusters Score -314025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -314028.250000 Penalty: 4031.778076
	Iteration 29Q: 3 clusters Score -314028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -314030.656250 Penalty: 4031.778076
	Iteration 30Q: 3 clusters Score -314030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -314032.031250 Penalty: 4031.778076
	Iteration 31Q: 3 clusters Score -314032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -314036.125000 Penalty: 4031.778076
	Iteration 32Q: 3 clusters Score -314036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -314041.750000 Penalty: 4031.778076
	Iteration 33Q: 3 clusters Score -314041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314049.375000 Penalty: 4031.778076
	Iteration 34Q: 3 clusters Score -314049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -314053.343750 Penalty: 4031.778076
	Iteration 35Q: 3 clusters Score -314053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -314056.500000 Penalty: 4031.778076
	Iteration 36Q: 3 clusters Score -314056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -314059.031250 Penalty: 4031.778076
	Iteration 37Q: 3 clusters Score -314059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -314065.906250 Penalty: 4031.778076
	Iteration 38Q: 3 clusters Score -314065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -314073.312500 Penalty: 4031.778076
	Iteration 39Q: 3 clusters Score -314073.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -314080.406250 Penalty: 4031.778076
	Iteration 40F: 3 clusters Score -314080.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -314090.468750 Penalty: 4031.778076
	Iteration 41Q: 3 clusters Score -314090.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -314097.812500 Penalty: 4031.778076
	Iteration 42Q: 3 clusters Score -314097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -314102.062500 Penalty: 4031.778076
	Iteration 43Q: 3 clusters Score -314102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -314105.406250 Penalty: 4031.778076
	Iteration 44Q: 3 clusters Score -314105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -314107.906250 Penalty: 4031.778076
	Iteration 45Q: 3 clusters Score -314107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -314111.093750 Penalty: 4031.778076
	Iteration 46Q: 3 clusters Score -314111.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -314116.718750 Penalty: 4031.778076
	Iteration 47Q: 3 clusters Score -314116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -314121.437500 Penalty: 4031.778076
	Iteration 48Q: 3 clusters Score -314121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -314125.656250 Penalty: 4031.778076
	Iteration 49Q: 3 clusters Score -314125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314132.093750 Penalty: 4031.778076
	Iteration 50Q: 3 clusters Score -314132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314135.250000 Penalty: 4031.778076
	Iteration 51Q: 3 clusters Score -314135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -314139.593750 Penalty: 4031.778076
	Iteration 52Q: 3 clusters Score -314139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314142.750000 Penalty: 4031.778076
	Iteration 53Q: 3 clusters Score -314142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314148.187500 Penalty: 4031.778076
	Iteration 54Q: 3 clusters Score -314148.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -314154.875000 Penalty: 4031.778076
	Iteration 55Q: 3 clusters Score -314154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -314163.750000 Penalty: 4031.778076
	Iteration 56Q: 3 clusters Score -314163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -314170.343750 Penalty: 4031.778076
	Iteration 57Q: 3 clusters Score -314170.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -314175.406250 Penalty: 4031.778076
	Iteration 58Q: 3 clusters Score -314175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -314179.937500 Penalty: 4031.778076
	Iteration 59Q: 3 clusters Score -314179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -314183.968750 Penalty: 4031.778076
	Iteration 60F: 3 clusters Score -314184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -314186.812500 Penalty: 4031.778076
	Iteration 61Q: 3 clusters Score -314186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -314191.875000 Penalty: 4031.778076
	Iteration 62Q: 3 clusters Score -314191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -314196.125000 Penalty: 4031.778076
	Iteration 63Q: 3 clusters Score -314196.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -314206.500000 Penalty: 4031.778076
	Iteration 64Q: 3 clusters Score -314206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -314216.125000 Penalty: 4031.778076
	Iteration 65Q: 3 clusters Score -314216.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -314226.750000 Penalty: 4031.778076
	Iteration 66Q: 3 clusters Score -314226.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314236.812500 Penalty: 4031.778076
	Iteration 67Q: 3 clusters Score -314236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -314247.218750 Penalty: 4031.778076
	Iteration 68Q: 3 clusters Score -314247.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -314257.906250 Penalty: 4031.778076
	Iteration 69Q: 3 clusters Score -314257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -314263.750000 Penalty: 4031.778076
	Iteration 70Q: 3 clusters Score -314263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -314268.937500 Penalty: 4031.778076
	Iteration 71Q: 3 clusters Score -314268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -314274.187500 Penalty: 4031.778076
	Iteration 72Q: 3 clusters Score -314274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -314278.562500 Penalty: 4031.778076
	Iteration 73Q: 3 clusters Score -314278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -314281.250000 Penalty: 4031.778076
	Iteration 74Q: 3 clusters Score -314281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -314282.812500 Penalty: 4031.778076
	Iteration 75Q: 3 clusters Score -314282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -314283.656250 Penalty: 4031.778076
	Iteration 76Q: 3 clusters Score -314283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314284.875000 Penalty: 4031.778076
	Iteration 77Q: 3 clusters Score -314284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314285.531250 Penalty: 4031.778076
	Iteration 78Q: 3 clusters Score -314285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314285.531250 Penalty: 4031.778076
	Iteration 79F: 3 clusters Score -314285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -105646.468750 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -105646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103550.070312 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -103550.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103884.742188 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -103884.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103974.703125 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -103974.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104044.601562 Penalty: 3526.905273
	Iteration 3Q: 3 clusters Score -104044.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104087.484375 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -104087.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104110.679688 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -104110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104134.210938 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -104134.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104165.734375 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -104165.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104211.078125 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -104211.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104246.554688 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -104246.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -104294.359375 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -104294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104347.515625 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -104347.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104405.296875 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -104405.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104467.023438 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -104467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104527.726562 Penalty: 3526.905273
	Iteration 14Q: 3 clusters Score -104527.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104568.289062 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -104568.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104601.726562 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -104601.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104641.015625 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -104641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104705.257812 Penalty: 3526.905273
	Iteration 18Q: 3 clusters Score -104705.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104750.101562 Penalty: 3526.905273
	Iteration 19Q: 3 clusters Score -104750.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104795.953125 Penalty: 3526.905273
	Iteration 20F: 3 clusters Score -104796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104856.164062 Penalty: 3526.905273
	Iteration 21Q: 3 clusters Score -104856.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104909.937500 Penalty: 3526.905273
	Iteration 22Q: 3 clusters Score -104909.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104948.453125 Penalty: 3526.905273
	Iteration 23Q: 3 clusters Score -104948.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104972.109375 Penalty: 3526.905273
	Iteration 24Q: 3 clusters Score -104972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -105013.453125 Penalty: 3526.905273
	Iteration 25Q: 3 clusters Score -105013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105045.578125 Penalty: 3526.905273
	Iteration 26Q: 3 clusters Score -105045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105059.156250 Penalty: 3526.905273
	Iteration 27Q: 3 clusters Score -105059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105064.914062 Penalty: 3526.905273
	Iteration 28Q: 3 clusters Score -105064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105071.515625 Penalty: 3526.905273
	Iteration 29Q: 3 clusters Score -105071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105078.671875 Penalty: 3526.905273
	Iteration 30Q: 3 clusters Score -105078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105078.671875 Penalty: 3526.905273
	Iteration 31F: 3 clusters Score -105078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -628777.625000 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -628777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -623482.375000 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -623482.4 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -624761.062500 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -624761.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -624989.000000 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -624989 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -625148.875000 Penalty: 4332.979980
	Iteration 3F: 3 clusters Score -625148.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -625281.875000 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -625281.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -625376.937500 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -625376.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -625435.812500 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -625435.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -625477.062500 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -625477.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -625512.187500 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -625512.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -625548.000000 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -625548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -625578.937500 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -625578.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -625615.187500 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -625615.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -625651.875000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -625651.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -625685.562500 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -625685.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -625711.750000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -625711.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -625737.312500 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -625737.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -625770.062500 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -625770.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -625807.312500 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -625807.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -625850.375000 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -625850.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -625890.937500 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -625890.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -625932.687500 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -625932.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -625979.937500 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -625979.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -626024.937500 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -626024.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -626087.062500 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -626087.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -626160.437500 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -626160.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -626253.687500 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -626253.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -626340.687500 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -626340.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -626413.000000 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -626413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -626468.437500 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -626468.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -626524.437500 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -626524.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -626579.687500 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -626579.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -626628.312500 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -626628.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -626660.250000 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -626660.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -626685.000000 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -626685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -626705.375000 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -626705.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -626721.000000 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -626721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -626740.062500 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -626740.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -626750.687500 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -626750.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -626760.500000 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -626760.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -626770.812500 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -626770.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -626779.000000 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -626779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -626790.312500 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -626790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -626796.875000 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -626796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -626800.750000 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -626800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -626804.562500 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -626804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -626805.625000 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -626805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -626806.937500 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -626806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -626810.125000 Penalty: 4332.979980
	Iteration 47Q: 3 clusters Score -626810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -626811.812500 Penalty: 4332.979980
	Iteration 48Q: 3 clusters Score -626811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -626812.687500 Penalty: 4332.979980
	Iteration 49Q: 3 clusters Score -626812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -626815.125000 Penalty: 4332.979980
	Iteration 50Q: 3 clusters Score -626815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -626818.312500 Penalty: 4332.979980
	Iteration 51Q: 3 clusters Score -626818.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -626822.750000 Penalty: 4332.979980
	Iteration 52Q: 3 clusters Score -626822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -626823.750000 Penalty: 4332.979980
	Iteration 53Q: 3 clusters Score -626823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -626825.375000 Penalty: 4332.979980
	Iteration 54Q: 3 clusters Score -626825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -626826.875000 Penalty: 4332.979980
	Iteration 55Q: 3 clusters Score -626826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -626827.062500 Penalty: 4332.979980
	Iteration 56Q: 3 clusters Score -626827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -626827.062500 Penalty: 4332.979980
	Iteration 57F: 3 clusters Score -626827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Entering Unmasked Estep 
Score: -581096.125000 Penalty: 2134.952148
	Iteration 0F: 2 clusters Score -581096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -576286.250000 Penalty: 4269.904297
	Iteration 0F: 3 clusters Score -576286.2 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -577402.125000 Penalty: 4269.904297
	Iteration 1F: 3 clusters Score -577402.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -577630.437500 Penalty: 4269.904297
	Iteration 2F: 3 clusters Score -577630.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -577775.437500 Penalty: 4269.904297
	Iteration 3Q: 3 clusters Score -577775.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -577876.750000 Penalty: 4269.904297
	Iteration 4Q: 3 clusters Score -577876.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -577961.312500 Penalty: 4269.904297
	Iteration 5Q: 3 clusters Score -577961.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -578035.250000 Penalty: 4269.904297
	Iteration 6Q: 3 clusters Score -578035.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -578090.437500 Penalty: 4269.904297
	Iteration 7Q: 3 clusters Score -578090.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -578130.250000 Penalty: 4269.904297
	Iteration 8Q: 3 clusters Score -578130.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -578172.687500 Penalty: 4269.904297
	Iteration 9Q: 3 clusters Score -578172.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -578212.250000 Penalty: 4269.904297
	Iteration 10Q: 3 clusters Score -578212.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -578248.562500 Penalty: 4269.904297
	Iteration 11Q: 3 clusters Score -578248.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -578272.625000 Penalty: 4269.904297
	Iteration 12Q: 3 clusters Score -578272.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -578292.937500 Penalty: 4269.904297
	Iteration 13Q: 3 clusters Score -578292.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -578313.375000 Penalty: 4269.904297
	Iteration 14Q: 3 clusters Score -578313.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -578331.937500 Penalty: 4269.904297
	Iteration 15Q: 3 clusters Score -578331.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -578342.625000 Penalty: 4269.904297
	Iteration 16Q: 3 clusters Score -578342.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -578358.625000 Penalty: 4269.904297
	Iteration 17Q: 3 clusters Score -578358.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -578372.375000 Penalty: 4269.904297
	Iteration 18Q: 3 clusters Score -578372.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -578382.937500 Penalty: 4269.904297
	Iteration 19Q: 3 clusters Score -578382.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -578388.312500 Penalty: 4269.904297
	Iteration 20F: 3 clusters Score -578388.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -578394.750000 Penalty: 4269.904297
	Iteration 21Q: 3 clusters Score -578394.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -578402.437500 Penalty: 4269.904297
	Iteration 22Q: 3 clusters Score -578402.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -578408.562500 Penalty: 4269.904297
	Iteration 23Q: 3 clusters Score -578408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -578413.000000 Penalty: 4269.904297
	Iteration 24Q: 3 clusters Score -578413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -578416.562500 Penalty: 4269.904297
	Iteration 25Q: 3 clusters Score -578416.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -578420.875000 Penalty: 4269.904297
	Iteration 26Q: 3 clusters Score -578420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -578430.000000 Penalty: 4269.904297
	Iteration 27Q: 3 clusters Score -578430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -578434.062500 Penalty: 4269.904297
	Iteration 28Q: 3 clusters Score -578434.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -578439.125000 Penalty: 4269.904297
	Iteration 29Q: 3 clusters Score -578439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -578446.000000 Penalty: 4269.904297
	Iteration 30Q: 3 clusters Score -578446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -578452.000000 Penalty: 4269.904297
	Iteration 31Q: 3 clusters Score -578452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -578461.875000 Penalty: 4269.904297
	Iteration 32Q: 3 clusters Score -578461.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -578471.437500 Penalty: 4269.904297
	Iteration 33Q: 3 clusters Score -578471.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -578479.875000 Penalty: 4269.904297
	Iteration 34Q: 3 clusters Score -578479.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -578490.437500 Penalty: 4269.904297
	Iteration 35Q: 3 clusters Score -578490.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -578502.750000 Penalty: 4269.904297
	Iteration 36Q: 3 clusters Score -578502.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -578514.687500 Penalty: 4269.904297
	Iteration 37Q: 3 clusters Score -578514.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -578533.187500 Penalty: 4269.904297
	Iteration 38Q: 3 clusters Score -578533.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -578552.250000 Penalty: 4269.904297
	Iteration 39Q: 3 clusters Score -578552.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -578574.750000 Penalty: 4269.904297
	Iteration 40F: 3 clusters Score -578574.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -578590.875000 Penalty: 4269.904297
	Iteration 41Q: 3 clusters Score -578590.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -578603.312500 Penalty: 4269.904297
	Iteration 42Q: 3 clusters Score -578603.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -578615.812500 Penalty: 4269.904297
	Iteration 43Q: 3 clusters Score -578615.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -578630.812500 Penalty: 4269.904297
	Iteration 44Q: 3 clusters Score -578630.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -578650.125000 Penalty: 4269.904297
	Iteration 45Q: 3 clusters Score -578650.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -578670.500000 Penalty: 4269.904297
	Iteration 46Q: 3 clusters Score -578670.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -578692.000000 Penalty: 4269.904297
	Iteration 47Q: 3 clusters Score -578692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -578714.687500 Penalty: 4269.904297
	Iteration 48Q: 3 clusters Score -578714.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -578739.187500 Penalty: 4269.904297
	Iteration 49Q: 3 clusters Score -578739.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -578762.250000 Penalty: 4269.904297
	Iteration 50Q: 3 clusters Score -578762.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -578784.687500 Penalty: 4269.904297
	Iteration 51Q: 3 clusters Score -578784.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -578808.562500 Penalty: 4269.904297
	Iteration 52Q: 3 clusters Score -578808.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -578831.062500 Penalty: 4269.904297
	Iteration 53Q: 3 clusters Score -578831.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -578854.187500 Penalty: 4269.904297
	Iteration 54Q: 3 clusters Score -578854.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -578876.312500 Penalty: 4269.904297
	Iteration 55Q: 3 clusters Score -578876.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -578907.625000 Penalty: 4269.904297
	Iteration 56Q: 3 clusters Score -578907.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -578937.000000 Penalty: 4269.904297
	Iteration 57Q: 3 clusters Score -578937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -578972.562500 Penalty: 4269.904297
	Iteration 58Q: 3 clusters Score -578972.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -579004.562500 Penalty: 4269.904297
	Iteration 59Q: 3 clusters Score -579004.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -579026.375000 Penalty: 4269.904297
	Iteration 60F: 3 clusters Score -579026.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -579043.937500 Penalty: 4269.904297
	Iteration 61Q: 3 clusters Score -579043.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -579057.125000 Penalty: 4269.904297
	Iteration 62Q: 3 clusters Score -579057.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -579069.937500 Penalty: 4269.904297
	Iteration 63Q: 3 clusters Score -579069.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -579083.250000 Penalty: 4269.904297
	Iteration 64Q: 3 clusters Score -579083.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -579098.750000 Penalty: 4269.904297
	Iteration 65Q: 3 clusters Score -579098.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -579113.562500 Penalty: 4269.904297
	Iteration 66Q: 3 clusters Score -579113.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -579129.125000 Penalty: 4269.904297
	Iteration 67Q: 3 clusters Score -579129.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -579143.125000 Penalty: 4269.904297
	Iteration 68Q: 3 clusters Score -579143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -579154.312500 Penalty: 4269.904297
	Iteration 69Q: 3 clusters Score -579154.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -579166.437500 Penalty: 4269.904297
	Iteration 70Q: 3 clusters Score -579166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -579177.375000 Penalty: 4269.904297
	Iteration 71Q: 3 clusters Score -579177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -579187.812500 Penalty: 4269.904297
	Iteration 72Q: 3 clusters Score -579187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -579203.750000 Penalty: 4269.904297
	Iteration 73Q: 3 clusters Score -579203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -579210.750000 Penalty: 4269.904297
	Iteration 74Q: 3 clusters Score -579210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -579224.937500 Penalty: 4269.904297
	Iteration 75Q: 3 clusters Score -579224.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -579234.500000 Penalty: 4269.904297
	Iteration 76Q: 3 clusters Score -579234.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -579240.812500 Penalty: 4269.904297
	Iteration 77Q: 3 clusters Score -579240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -579245.187500 Penalty: 4269.904297
	Iteration 78Q: 3 clusters Score -579245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -579247.375000 Penalty: 4269.904297
	Iteration 79Q: 3 clusters Score -579247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -579252.312500 Penalty: 4269.904297
	Iteration 80F: 3 clusters Score -579252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -579259.812500 Penalty: 4269.904297
	Iteration 81Q: 3 clusters Score -579259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -579267.437500 Penalty: 4269.904297
	Iteration 82Q: 3 clusters Score -579267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -579271.750000 Penalty: 4269.904297
	Iteration 83Q: 3 clusters Score -579271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -579275.500000 Penalty: 4269.904297
	Iteration 84Q: 3 clusters Score -579275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -579278.500000 Penalty: 4269.904297
	Iteration 85Q: 3 clusters Score -579278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -579282.687500 Penalty: 4269.904297
	Iteration 86Q: 3 clusters Score -579282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -579285.687500 Penalty: 4269.904297
	Iteration 87Q: 3 clusters Score -579285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -579290.000000 Penalty: 4269.904297
	Iteration 88Q: 3 clusters Score -579290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -579295.750000 Penalty: 4269.904297
	Iteration 89Q: 3 clusters Score -579295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -579299.562500 Penalty: 4269.904297
	Iteration 90Q: 3 clusters Score -579299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -579304.062500 Penalty: 4269.904297
	Iteration 91Q: 3 clusters Score -579304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -579309.250000 Penalty: 4269.904297
	Iteration 92Q: 3 clusters Score -579309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -579314.062500 Penalty: 4269.904297
	Iteration 93Q: 3 clusters Score -579314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -579314.812500 Penalty: 4269.904297
	Iteration 94Q: 3 clusters Score -579314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -579317.500000 Penalty: 4269.904297
	Iteration 95Q: 3 clusters Score -579317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -579320.250000 Penalty: 4269.904297
	Iteration 96Q: 3 clusters Score -579320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -579322.312500 Penalty: 4269.904297
	Iteration 97Q: 3 clusters Score -579322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -579324.250000 Penalty: 4269.904297
	Iteration 98Q: 3 clusters Score -579324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -579326.625000 Penalty: 4269.904297
	Iteration 99Q: 3 clusters Score -579326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -579327.687500 Penalty: 4269.904297
	Iteration 100F: 3 clusters Score -579327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -579329.562500 Penalty: 4269.904297
	Iteration 101Q: 3 clusters Score -579329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -579329.875000 Penalty: 4269.904297
	Iteration 102Q: 3 clusters Score -579329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -579332.625000 Penalty: 4269.904297
	Iteration 103Q: 3 clusters Score -579332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -579335.125000 Penalty: 4269.904297
	Iteration 104Q: 3 clusters Score -579335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -579336.875000 Penalty: 4269.904297
	Iteration 105Q: 3 clusters Score -579336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -579337.062500 Penalty: 4269.904297
	Iteration 106Q: 3 clusters Score -579337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -579339.562500 Penalty: 4269.904297
	Iteration 107Q: 3 clusters Score -579339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -579341.937500 Penalty: 4269.904297
	Iteration 108Q: 3 clusters Score -579341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -579342.562500 Penalty: 4269.904297
	Iteration 109Q: 3 clusters Score -579342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -579343.375000 Penalty: 4269.904297
	Iteration 110Q: 3 clusters Score -579343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -579344.750000 Penalty: 4269.904297
	Iteration 111Q: 3 clusters Score -579344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -579345.562500 Penalty: 4269.904297
	Iteration 112Q: 3 clusters Score -579345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -579345.562500 Penalty: 4269.904297
	Iteration 113F: 3 clusters Score -579345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60164 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35099 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9040 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97265 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914816.000000 Penalty: 158889.593750
Iteration 239Q: 49 clusters Score -5.891482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60162 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15171 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9039 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97263 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914848.000000 Penalty: 158889.593750
Iteration 240F: 49 clusters Score -5.891485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39741 members 
Mstep: Class 5 contains 60160 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15921 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15171 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9038 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97256 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15557 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914804.000000 Penalty: 158889.593750
Iteration 241Q: 49 clusters Score -5.89148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60160 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15922 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24662 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15170 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9038 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97242 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15558 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914816.000000 Penalty: 158889.593750
Iteration 242Q: 49 clusters Score -5.891482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60161 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15922 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15168 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97230 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15559 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914836.000000 Penalty: 158889.593750
Iteration 243Q: 49 clusters Score -5.891484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60161 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15922 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15163 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97217 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15559 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914868.000000 Penalty: 158889.593750
Iteration 244Q: 49 clusters Score -5.891487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60161 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15923 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15157 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97204 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15559 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914868.000000 Penalty: 158889.593750
Iteration 245Q: 49 clusters Score -5.891487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60162 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15154 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97183 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914852.000000 Penalty: 158889.593750
Iteration 246Q: 49 clusters Score -5.891485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60160 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15930 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15151 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97158 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914832.000000 Penalty: 158889.593750
Iteration 247Q: 49 clusters Score -5.891483e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60157 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15935 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15149 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97127 members 
Mstep: Class 37 contains 5452 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914872.000000 Penalty: 158889.593750
Iteration 248Q: 49 clusters Score -5.891487e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60153 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15940 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15145 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97096 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914812.000000 Penalty: 158889.593750
Iteration 249Q: 49 clusters Score -5.891481e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60151 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4260 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15142 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1830 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97052 members 
Mstep: Class 37 contains 5453 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914848.000000 Penalty: 158889.593750
Iteration 250Q: 49 clusters Score -5.891485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60149 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15141 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97035 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914840.000000 Penalty: 158889.593750
Iteration 251Q: 49 clusters Score -5.891484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60147 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15947 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15140 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97020 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914836.000000 Penalty: 158889.593750
Iteration 252Q: 49 clusters Score -5.891484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60143 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15138 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 97004 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914848.000000 Penalty: 158889.593750
Iteration 253Q: 49 clusters Score -5.891485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60143 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15137 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96985 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914840.000000 Penalty: 158889.593750
Iteration 254Q: 49 clusters Score -5.891484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60143 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15954 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15136 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96961 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914824.000000 Penalty: 158889.593750
Iteration 255Q: 49 clusters Score -5.891482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60142 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15135 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96944 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914836.000000 Penalty: 158889.593750
Iteration 256Q: 49 clusters Score -5.891484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60141 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15135 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96926 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914832.000000 Penalty: 158889.593750
Iteration 257Q: 49 clusters Score -5.891483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60141 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15134 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96909 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914828.000000 Penalty: 158889.593750
Iteration 258Q: 49 clusters Score -5.891483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60140 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15953 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15134 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96887 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914860.000000 Penalty: 158889.593750
Iteration 259Q: 49 clusters Score -5.891486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60141 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24662 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15134 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96883 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55660 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914836.000000 Penalty: 158889.593750
Iteration 260F: 49 clusters Score -5.891484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60140 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15949 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24662 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 15133 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96876 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55659 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914832.000000 Penalty: 158889.593750
Iteration 261Q: 49 clusters Score -5.891483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60140 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15133 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96871 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914808.000000 Penalty: 158889.593750
Iteration 262Q: 49 clusters Score -5.891481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60139 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15954 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15131 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96864 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914832.000000 Penalty: 158889.593750
Iteration 263Q: 49 clusters Score -5.891483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60138 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15130 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96855 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914840.000000 Penalty: 158889.593750
Iteration 264Q: 49 clusters Score -5.891484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60137 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15956 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15128 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96852 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914824.000000 Penalty: 158889.593750
Iteration 265Q: 49 clusters Score -5.891482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60136 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15129 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96838 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914820.000000 Penalty: 158889.593750
Iteration 266Q: 49 clusters Score -5.891482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15129 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96827 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914812.000000 Penalty: 158889.593750
Iteration 267Q: 49 clusters Score -5.891481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60133 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15958 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15129 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96816 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914816.000000 Penalty: 158889.593750
Iteration 268Q: 49 clusters Score -5.891482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60132 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15960 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15128 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96807 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914832.000000 Penalty: 158889.593750
Iteration 269Q: 49 clusters Score -5.891483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60133 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15125 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96800 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3390 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914812.000000 Penalty: 158889.593750
Iteration 270Q: 49 clusters Score -5.891481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15960 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15122 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96793 members 
Mstep: Class 37 contains 5463 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914820.000000 Penalty: 158889.593750
Iteration 271Q: 49 clusters Score -5.891482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60135 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15964 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15121 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96782 members 
Mstep: Class 37 contains 5462 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914824.000000 Penalty: 158889.593750
Iteration 272Q: 49 clusters Score -5.891482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15121 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96772 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914816.000000 Penalty: 158889.593750
Iteration 273Q: 49 clusters Score -5.891482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15121 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96768 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914824.000000 Penalty: 158889.593750
Iteration 274Q: 49 clusters Score -5.891482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96764 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914828.000000 Penalty: 158889.593750
Iteration 275Q: 49 clusters Score -5.891483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96760 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914836.000000 Penalty: 158889.593750
Iteration 276Q: 49 clusters Score -5.891484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96757 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914812.000000 Penalty: 158889.593750
Iteration 277Q: 49 clusters Score -5.891481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96756 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914820.000000 Penalty: 158889.593750
Iteration 278Q: 49 clusters Score -5.891482e+07 nChanged 1
Entering ConstructFrom: 
Score: -58914820.000000 Penalty: 158889.593750
Entering ConstructFrom: 
Trying to split cluster 1 (17101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Entering Unmasked Estep 
Score: -1677665.875000 Penalty: 2417.229248
	Iteration 0F: 2 clusters Score -1677666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1665360.125000 Penalty: 4834.458496
	Iteration 0F: 3 clusters Score -1665360 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1669328.875000 Penalty: 4834.458496
	Iteration 1F: 3 clusters Score -1669329 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1669787.750000 Penalty: 4834.458496
	Iteration 2F: 3 clusters Score -1669788 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1670195.000000 Penalty: 4834.458496
	Iteration 3F: 3 clusters Score -1670195 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1670558.125000 Penalty: 4834.458496
	Iteration 4F: 3 clusters Score -1670558 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1670915.000000 Penalty: 4834.458496
	Iteration 5Q: 3 clusters Score -1670915 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1671224.000000 Penalty: 4834.458496
	Iteration 6Q: 3 clusters Score -1671224 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1671527.500000 Penalty: 4834.458496
	Iteration 7Q: 3 clusters Score -1671528 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1671816.625000 Penalty: 4834.458496
	Iteration 8Q: 3 clusters Score -1671817 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1672108.000000 Penalty: 4834.458496
	Iteration 9Q: 3 clusters Score -1672108 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1672409.500000 Penalty: 4834.458496
	Iteration 10Q: 3 clusters Score -1672410 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1672697.125000 Penalty: 4834.458496
	Iteration 11Q: 3 clusters Score -1672697 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1672991.500000 Penalty: 4834.458496
	Iteration 12Q: 3 clusters Score -1672992 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1673269.375000 Penalty: 4834.458496
	Iteration 13Q: 3 clusters Score -1673269 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1673513.500000 Penalty: 4834.458496
	Iteration 14Q: 3 clusters Score -1673514 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1673752.250000 Penalty: 4834.458496
	Iteration 15Q: 3 clusters Score -1673752 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1673969.875000 Penalty: 4834.458496
	Iteration 16Q: 3 clusters Score -1673970 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1674170.000000 Penalty: 4834.458496
	Iteration 17Q: 3 clusters Score -1674170 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1674340.250000 Penalty: 4834.458496
	Iteration 18Q: 3 clusters Score -1674340 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1674464.125000 Penalty: 4834.458496
	Iteration 19Q: 3 clusters Score -1674464 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1674569.125000 Penalty: 4834.458496
	Iteration 20F: 3 clusters Score -1674569 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1674654.000000 Penalty: 4834.458496
	Iteration 21Q: 3 clusters Score -1674654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1674742.750000 Penalty: 4834.458496
	Iteration 22Q: 3 clusters Score -1674743 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1674816.250000 Penalty: 4834.458496
	Iteration 23Q: 3 clusters Score -1674816 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1674879.000000 Penalty: 4834.458496
	Iteration 24Q: 3 clusters Score -1674879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1674935.375000 Penalty: 4834.458496
	Iteration 25Q: 3 clusters Score -1674935 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1674984.375000 Penalty: 4834.458496
	Iteration 26Q: 3 clusters Score -1674984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1675021.500000 Penalty: 4834.458496
	Iteration 27Q: 3 clusters Score -1675022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1675065.625000 Penalty: 4834.458496
	Iteration 28Q: 3 clusters Score -1675066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1675096.500000 Penalty: 4834.458496
	Iteration 29Q: 3 clusters Score -1675096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1675115.250000 Penalty: 4834.458496
	Iteration 30Q: 3 clusters Score -1675115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1675130.000000 Penalty: 4834.458496
	Iteration 31Q: 3 clusters Score -1675130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1675146.750000 Penalty: 4834.458496
	Iteration 32Q: 3 clusters Score -1675147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1675159.375000 Penalty: 4834.458496
	Iteration 33Q: 3 clusters Score -1675159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1675192.125000 Penalty: 4834.458496
	Iteration 34Q: 3 clusters Score -1675192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1675216.875000 Penalty: 4834.458496
	Iteration 35Q: 3 clusters Score -1675217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1675248.375000 Penalty: 4834.458496
	Iteration 36Q: 3 clusters Score -1675248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1675282.750000 Penalty: 4834.458496
	Iteration 37Q: 3 clusters Score -1675283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1675303.125000 Penalty: 4834.458496
	Iteration 38Q: 3 clusters Score -1675303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1675325.000000 Penalty: 4834.458496
	Iteration 39Q: 3 clusters Score -1675325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1675343.750000 Penalty: 4834.458496
	Iteration 40F: 3 clusters Score -1675344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1675368.375000 Penalty: 4834.458496
	Iteration 41Q: 3 clusters Score -1675368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1675389.375000 Penalty: 4834.458496
	Iteration 42Q: 3 clusters Score -1675389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1675417.000000 Penalty: 4834.458496
	Iteration 43Q: 3 clusters Score -1675417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1675436.125000 Penalty: 4834.458496
	Iteration 44Q: 3 clusters Score -1675436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1675451.375000 Penalty: 4834.458496
	Iteration 45Q: 3 clusters Score -1675451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1675461.000000 Penalty: 4834.458496
	Iteration 46Q: 3 clusters Score -1675461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1675469.750000 Penalty: 4834.458496
	Iteration 47Q: 3 clusters Score -1675470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1675480.625000 Penalty: 4834.458496
	Iteration 48Q: 3 clusters Score -1675481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1675485.875000 Penalty: 4834.458496
	Iteration 49Q: 3 clusters Score -1675486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1675490.000000 Penalty: 4834.458496
	Iteration 50Q: 3 clusters Score -1675490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1675495.500000 Penalty: 4834.458496
	Iteration 51Q: 3 clusters Score -1675496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1675505.250000 Penalty: 4834.458496
	Iteration 52Q: 3 clusters Score -1675505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1675508.375000 Penalty: 4834.458496
	Iteration 53Q: 3 clusters Score -1675508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1675517.125000 Penalty: 4834.458496
	Iteration 54Q: 3 clusters Score -1675517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1675521.625000 Penalty: 4834.458496
	Iteration 55Q: 3 clusters Score -1675522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1675531.000000 Penalty: 4834.458496
	Iteration 56Q: 3 clusters Score -1675531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1675536.500000 Penalty: 4834.458496
	Iteration 57Q: 3 clusters Score -1675536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1675542.625000 Penalty: 4834.458496
	Iteration 58Q: 3 clusters Score -1675543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1675548.125000 Penalty: 4834.458496
	Iteration 59Q: 3 clusters Score -1675548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1675555.750000 Penalty: 4834.458496
	Iteration 60F: 3 clusters Score -1675556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1675561.250000 Penalty: 4834.458496
	Iteration 61Q: 3 clusters Score -1675561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1675563.000000 Penalty: 4834.458496
	Iteration 62Q: 3 clusters Score -1675563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1675565.000000 Penalty: 4834.458496
	Iteration 63Q: 3 clusters Score -1675565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1675570.375000 Penalty: 4834.458496
	Iteration 64Q: 3 clusters Score -1675570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1675573.250000 Penalty: 4834.458496
	Iteration 65Q: 3 clusters Score -1675573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1675571.750000 Penalty: 4834.458496
	Iteration 66Q: 3 clusters Score -1675572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1675572.250000 Penalty: 4834.458496
	Iteration 67Q: 3 clusters Score -1675572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1675571.500000 Penalty: 4834.458496
	Iteration 68Q: 3 clusters Score -1675572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1675574.500000 Penalty: 4834.458496
	Iteration 69Q: 3 clusters Score -1675574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1675575.625000 Penalty: 4834.458496
	Iteration 70Q: 3 clusters Score -1675576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1675575.625000 Penalty: 4834.458496
	Iteration 71F: 3 clusters Score -1675576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Entering Unmasked Estep 
Score: -1424205.875000 Penalty: 2387.563721
	Iteration 0F: 2 clusters Score -1424206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1413174.750000 Penalty: 4775.127441
	Iteration 0F: 3 clusters Score -1413175 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1416897.250000 Penalty: 4775.127441
	Iteration 1F: 3 clusters Score -1416897 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1417447.750000 Penalty: 4775.127441
	Iteration 2F: 3 clusters Score -1417448 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1417912.125000 Penalty: 4775.127441
	Iteration 3F: 3 clusters Score -1417912 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1418365.250000 Penalty: 4775.127441
	Iteration 4F: 3 clusters Score -1418365 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1418789.125000 Penalty: 4775.127441
	Iteration 5F: 3 clusters Score -1418789 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1419188.375000 Penalty: 4775.127441
	Iteration 6Q: 3 clusters Score -1419188 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1419597.500000 Penalty: 4775.127441
	Iteration 7Q: 3 clusters Score -1419598 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1420010.250000 Penalty: 4775.127441
	Iteration 8Q: 3 clusters Score -1420010 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1420418.375000 Penalty: 4775.127441
	Iteration 9Q: 3 clusters Score -1420418 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1420839.875000 Penalty: 4775.127441
	Iteration 10Q: 3 clusters Score -1420840 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1421246.250000 Penalty: 4775.127441
	Iteration 11Q: 3 clusters Score -1421246 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1421571.500000 Penalty: 4775.127441
	Iteration 12Q: 3 clusters Score -1421572 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1421835.125000 Penalty: 4775.127441
	Iteration 13Q: 3 clusters Score -1421835 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1422027.250000 Penalty: 4775.127441
	Iteration 14Q: 3 clusters Score -1422027 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1422166.250000 Penalty: 4775.127441
	Iteration 15Q: 3 clusters Score -1422166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1422262.625000 Penalty: 4775.127441
	Iteration 16Q: 3 clusters Score -1422263 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1422343.375000 Penalty: 4775.127441
	Iteration 17Q: 3 clusters Score -1422343 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1422408.625000 Penalty: 4775.127441
	Iteration 18Q: 3 clusters Score -1422409 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1422463.125000 Penalty: 4775.127441
	Iteration 19Q: 3 clusters Score -1422463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1422503.625000 Penalty: 4775.127441
	Iteration 20F: 3 clusters Score -1422504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1422536.000000 Penalty: 4775.127441
	Iteration 21Q: 3 clusters Score -1422536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1422553.625000 Penalty: 4775.127441
	Iteration 22Q: 3 clusters Score -1422554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1422570.500000 Penalty: 4775.127441
	Iteration 23Q: 3 clusters Score -1422570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1422585.375000 Penalty: 4775.127441
	Iteration 24Q: 3 clusters Score -1422585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1422607.500000 Penalty: 4775.127441
	Iteration 25Q: 3 clusters Score -1422608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1422620.625000 Penalty: 4775.127441
	Iteration 26Q: 3 clusters Score -1422621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1422635.125000 Penalty: 4775.127441
	Iteration 27Q: 3 clusters Score -1422635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1422636.000000 Penalty: 4775.127441
	Iteration 28Q: 3 clusters Score -1422636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1422644.375000 Penalty: 4775.127441
	Iteration 29Q: 3 clusters Score -1422644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1422651.625000 Penalty: 4775.127441
	Iteration 30Q: 3 clusters Score -1422652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1422659.125000 Penalty: 4775.127441
	Iteration 31Q: 3 clusters Score -1422659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1422665.875000 Penalty: 4775.127441
	Iteration 32Q: 3 clusters Score -1422666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1422672.625000 Penalty: 4775.127441
	Iteration 33Q: 3 clusters Score -1422673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1422678.625000 Penalty: 4775.127441
	Iteration 34Q: 3 clusters Score -1422679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1422688.000000 Penalty: 4775.127441
	Iteration 35Q: 3 clusters Score -1422688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1422694.250000 Penalty: 4775.127441
	Iteration 36Q: 3 clusters Score -1422694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1422698.750000 Penalty: 4775.127441
	Iteration 37Q: 3 clusters Score -1422699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1422702.625000 Penalty: 4775.127441
	Iteration 38Q: 3 clusters Score -1422703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1422703.875000 Penalty: 4775.127441
	Iteration 39Q: 3 clusters Score -1422704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1422708.125000 Penalty: 4775.127441
	Iteration 40F: 3 clusters Score -1422708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1422710.625000 Penalty: 4775.127441
	Iteration 41Q: 3 clusters Score -1422711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1422716.000000 Penalty: 4775.127441
	Iteration 42Q: 3 clusters Score -1422716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1422719.625000 Penalty: 4775.127441
	Iteration 43Q: 3 clusters Score -1422720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1422720.250000 Penalty: 4775.127441
	Iteration 44Q: 3 clusters Score -1422720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1422723.500000 Penalty: 4775.127441
	Iteration 45Q: 3 clusters Score -1422724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1422723.125000 Penalty: 4775.127441
	Iteration 46Q: 3 clusters Score -1422723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1422730.000000 Penalty: 4775.127441
	Iteration 47Q: 3 clusters Score -1422730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1422733.125000 Penalty: 4775.127441
	Iteration 48Q: 3 clusters Score -1422733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1422736.500000 Penalty: 4775.127441
	Iteration 49Q: 3 clusters Score -1422736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1422746.250000 Penalty: 4775.127441
	Iteration 50Q: 3 clusters Score -1422746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1422751.750000 Penalty: 4775.127441
	Iteration 51Q: 3 clusters Score -1422752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1422754.500000 Penalty: 4775.127441
	Iteration 52Q: 3 clusters Score -1422754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1422759.375000 Penalty: 4775.127441
	Iteration 53Q: 3 clusters Score -1422759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1422771.750000 Penalty: 4775.127441
	Iteration 54Q: 3 clusters Score -1422772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1422769.625000 Penalty: 4775.127441
	Iteration 55Q: 3 clusters Score -1422770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1422776.750000 Penalty: 4775.127441
	Iteration 56Q: 3 clusters Score -1422777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1422776.625000 Penalty: 4775.127441
	Iteration 57Q: 3 clusters Score -1422777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1422775.625000 Penalty: 4775.127441
	Iteration 58Q: 3 clusters Score -1422776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1422775.000000 Penalty: 4775.127441
	Iteration 59Q: 3 clusters Score -1422775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1422779.000000 Penalty: 4775.127441
	Iteration 60F: 3 clusters Score -1422779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1422780.500000 Penalty: 4775.127441
	Iteration 61Q: 3 clusters Score -1422780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1422785.125000 Penalty: 4775.127441
	Iteration 62Q: 3 clusters Score -1422785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1422788.250000 Penalty: 4775.127441
	Iteration 63Q: 3 clusters Score -1422788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1422790.875000 Penalty: 4775.127441
	Iteration 64Q: 3 clusters Score -1422791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1422798.500000 Penalty: 4775.127441
	Iteration 65Q: 3 clusters Score -1422798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1422802.625000 Penalty: 4775.127441
	Iteration 66Q: 3 clusters Score -1422803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1422803.125000 Penalty: 4775.127441
	Iteration 67Q: 3 clusters Score -1422803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1422809.500000 Penalty: 4775.127441
	Iteration 68Q: 3 clusters Score -1422810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1422812.625000 Penalty: 4775.127441
	Iteration 69Q: 3 clusters Score -1422813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1422813.750000 Penalty: 4775.127441
	Iteration 70Q: 3 clusters Score -1422814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1422814.750000 Penalty: 4775.127441
	Iteration 71Q: 3 clusters Score -1422815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1422816.750000 Penalty: 4775.127441
	Iteration 72Q: 3 clusters Score -1422817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1422818.250000 Penalty: 4775.127441
	Iteration 73Q: 3 clusters Score -1422818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1422819.125000 Penalty: 4775.127441
	Iteration 74Q: 3 clusters Score -1422819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1422819.000000 Penalty: 4775.127441
	Iteration 75Q: 3 clusters Score -1422819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1422817.000000 Penalty: 4775.127441
	Iteration 76Q: 3 clusters Score -1422817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1422819.000000 Penalty: 4775.127441
	Iteration 77Q: 3 clusters Score -1422819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1422820.375000 Penalty: 4775.127441
	Iteration 78Q: 3 clusters Score -1422820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1422822.250000 Penalty: 4775.127441
	Iteration 79Q: 3 clusters Score -1422822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1422819.250000 Penalty: 4775.127441
	Iteration 80F: 3 clusters Score -1422819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1422824.250000 Penalty: 4775.127441
	Iteration 81Q: 3 clusters Score -1422824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1422827.750000 Penalty: 4775.127441
	Iteration 82Q: 3 clusters Score -1422828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1422826.500000 Penalty: 4775.127441
	Iteration 83Q: 3 clusters Score -1422826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1422829.125000 Penalty: 4775.127441
	Iteration 84Q: 3 clusters Score -1422829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1422829.125000 Penalty: 4775.127441
	Iteration 85Q: 3 clusters Score -1422829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1422826.250000 Penalty: 4775.127441
	Iteration 86Q: 3 clusters Score -1422826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1422826.250000 Penalty: 4775.127441
	Iteration 87F: 3 clusters Score -1422826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188618.781250 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188618.8 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 1024 members 
Entering Unmasked Estep 
Score: -186000.031250 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -186000 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186521.031250 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186521 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -186665.609375 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186665.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -186754.625000 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186754.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -186823.078125 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186823.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -186884.359375 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186884.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186935.750000 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186935.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -186970.718750 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186970.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -187003.546875 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -187003.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -187034.687500 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -187034.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -187055.984375 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -187056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -187088.906250 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -187088.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -187113.578125 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -187113.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -187146.328125 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -187146.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -187177.609375 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -187177.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -187206.640625 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -187206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -187226.000000 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -187226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -187249.890625 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -187249.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -187274.375000 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -187274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -187292.156250 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -187292.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -187304.953125 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -187305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -187312.968750 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -187313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -187317.453125 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -187317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -187319.890625 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -187319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -187325.734375 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -187325.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -187331.328125 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -187331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -187336.187500 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -187336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -187340.734375 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -187340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -187346.375000 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -187346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -187350.656250 Penalty: 3781.811035
	Iteration 29Q: 3 clusters Score -187350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -187350.968750 Penalty: 3781.811035
	Iteration 30Q: 3 clusters Score -187351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -187350.968750 Penalty: 3781.811035
	Iteration 31F: 3 clusters Score -187351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Entering Unmasked Estep 
Score: -3895314.750000 Penalty: 2626.348145
	Iteration 0F: 2 clusters Score -3895315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3868489.500000 Penalty: 5252.696289
	Iteration 0F: 3 clusters Score -3868490 nChanged 18109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3878696.750000 Penalty: 5252.696289
	Iteration 1F: 3 clusters Score -3878697 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3879654.500000 Penalty: 5252.696289
	Iteration 2F: 3 clusters Score -3879654 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3880909.250000 Penalty: 5252.696289
	Iteration 3F: 3 clusters Score -3880909 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3882571.500000 Penalty: 5252.696289
	Iteration 4F: 3 clusters Score -3882572 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3884590.750000 Penalty: 5252.696289
	Iteration 5F: 3 clusters Score -3884591 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3886610.250000 Penalty: 5252.696289
	Iteration 6F: 3 clusters Score -3886610 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3888445.000000 Penalty: 5252.696289
	Iteration 7F: 3 clusters Score -3888445 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -3889907.500000 Penalty: 5252.696289
	Iteration 8Q: 3 clusters Score -3889908 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -3890962.250000 Penalty: 5252.696289
	Iteration 9Q: 3 clusters Score -3890962 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -3891638.750000 Penalty: 5252.696289
	Iteration 10Q: 3 clusters Score -3891639 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3892068.500000 Penalty: 5252.696289
	Iteration 11Q: 3 clusters Score -3892068 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -3892388.500000 Penalty: 5252.696289
	Iteration 12Q: 3 clusters Score -3892388 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -3892626.250000 Penalty: 5252.696289
	Iteration 13Q: 3 clusters Score -3892626 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -3892753.500000 Penalty: 5252.696289
	Iteration 14Q: 3 clusters Score -3892754 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -3892857.500000 Penalty: 5252.696289
	Iteration 15Q: 3 clusters Score -3892858 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -3892922.500000 Penalty: 5252.696289
	Iteration 16Q: 3 clusters Score -3892922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3892986.750000 Penalty: 5252.696289
	Iteration 17Q: 3 clusters Score -3892987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3893018.500000 Penalty: 5252.696289
	Iteration 18Q: 3 clusters Score -3893018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -3893052.000000 Penalty: 5252.696289
	Iteration 19Q: 3 clusters Score -3893052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3893062.250000 Penalty: 5252.696289
	Iteration 20F: 3 clusters Score -3893062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3893071.000000 Penalty: 5252.696289
	Iteration 21Q: 3 clusters Score -3893071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -3893092.750000 Penalty: 5252.696289
	Iteration 22Q: 3 clusters Score -3893093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -3893120.000000 Penalty: 5252.696289
	Iteration 23Q: 3 clusters Score -3893120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3893128.250000 Penalty: 5252.696289
	Iteration 24Q: 3 clusters Score -3893128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -3893144.500000 Penalty: 5252.696289
	Iteration 25Q: 3 clusters Score -3893144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -3893163.500000 Penalty: 5252.696289
	Iteration 26Q: 3 clusters Score -3893164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -3893175.000000 Penalty: 5252.696289
	Iteration 27Q: 3 clusters Score -3893175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3893181.750000 Penalty: 5252.696289
	Iteration 28Q: 3 clusters Score -3893182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -3893193.500000 Penalty: 5252.696289
	Iteration 29Q: 3 clusters Score -3893194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -3893196.250000 Penalty: 5252.696289
	Iteration 30Q: 3 clusters Score -3893196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3893203.500000 Penalty: 5252.696289
	Iteration 31Q: 3 clusters Score -3893204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -3893219.000000 Penalty: 5252.696289
	Iteration 32Q: 3 clusters Score -3893219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -3893229.500000 Penalty: 5252.696289
	Iteration 33Q: 3 clusters Score -3893230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -3893237.250000 Penalty: 5252.696289
	Iteration 34Q: 3 clusters Score -3893237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -3893236.000000 Penalty: 5252.696289
	Iteration 35Q: 3 clusters Score -3893236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -3893232.250000 Penalty: 5252.696289
	Iteration 36Q: 3 clusters Score -3893232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -3893237.750000 Penalty: 5252.696289
	Iteration 37Q: 3 clusters Score -3893238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -3893247.000000 Penalty: 5252.696289
	Iteration 38Q: 3 clusters Score -3893247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -3893239.000000 Penalty: 5252.696289
	Iteration 39Q: 3 clusters Score -3893239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -3893242.500000 Penalty: 5252.696289
	Iteration 40F: 3 clusters Score -3893242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -3893247.000000 Penalty: 5252.696289
	Iteration 41Q: 3 clusters Score -3893247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -3893257.750000 Penalty: 5252.696289
	Iteration 42Q: 3 clusters Score -3893258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -3893261.000000 Penalty: 5252.696289
	Iteration 43Q: 3 clusters Score -3893261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -3893266.750000 Penalty: 5252.696289
	Iteration 44Q: 3 clusters Score -3893267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -3893267.500000 Penalty: 5252.696289
	Iteration 45Q: 3 clusters Score -3893268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -3893270.750000 Penalty: 5252.696289
	Iteration 46Q: 3 clusters Score -3893271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -3893270.250000 Penalty: 5252.696289
	Iteration 47Q: 3 clusters Score -3893270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -3893271.250000 Penalty: 5252.696289
	Iteration 48Q: 3 clusters Score -3893271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -3893276.500000 Penalty: 5252.696289
	Iteration 49Q: 3 clusters Score -3893276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3893268.250000 Penalty: 5252.696289
	Iteration 50Q: 3 clusters Score -3893268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -3893272.500000 Penalty: 5252.696289
	Iteration 51Q: 3 clusters Score -3893272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -3893264.000000 Penalty: 5252.696289
	Iteration 52Q: 3 clusters Score -3893264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -3893265.750000 Penalty: 5252.696289
	Iteration 53Q: 3 clusters Score -3893266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -3893274.750000 Penalty: 5252.696289
	Iteration 54Q: 3 clusters Score -3893275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -3893269.250000 Penalty: 5252.696289
	Iteration 55Q: 3 clusters Score -3893269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -3893271.000000 Penalty: 5252.696289
	Iteration 56Q: 3 clusters Score -3893271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -3893277.000000 Penalty: 5252.696289
	Iteration 57Q: 3 clusters Score -3893277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3893276.250000 Penalty: 5252.696289
	Iteration 58Q: 3 clusters Score -3893276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3893280.000000 Penalty: 5252.696289
	Iteration 59Q: 3 clusters Score -3893280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -3893281.000000 Penalty: 5252.696289
	Iteration 60F: 3 clusters Score -3893281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -3893283.500000 Penalty: 5252.696289
	Iteration 61Q: 3 clusters Score -3893284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3893286.000000 Penalty: 5252.696289
	Iteration 62Q: 3 clusters Score -3893286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -3893285.250000 Penalty: 5252.696289
	Iteration 63Q: 3 clusters Score -3893285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3893284.750000 Penalty: 5252.696289
	Iteration 64Q: 3 clusters Score -3893285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -3893283.500000 Penalty: 5252.696289
	Iteration 65Q: 3 clusters Score -3893284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3893284.000000 Penalty: 5252.696289
	Iteration 66Q: 3 clusters Score -3893284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3893284.000000 Penalty: 5252.696289
	Iteration 67F: 3 clusters Score -3893284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Entering Unmasked Estep 
Score: -6040704.000000 Penalty: 2729.073975
	Iteration 0F: 2 clusters Score -6040704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -6000425.500000 Penalty: 5458.147949
	Iteration 0F: 3 clusters Score -6000426 nChanged 27950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -6016286.000000 Penalty: 5458.147949
	Iteration 1F: 3 clusters Score -6016286 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -6017169.500000 Penalty: 5458.147949
	Iteration 2Q: 3 clusters Score -6017170 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6018104.500000 Penalty: 5458.147949
	Iteration 3Q: 3 clusters Score -6018104 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -6019205.000000 Penalty: 5458.147949
	Iteration 4Q: 3 clusters Score -6019205 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -6020642.000000 Penalty: 5458.147949
	Iteration 5Q: 3 clusters Score -6020642 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -6022569.000000 Penalty: 5458.147949
	Iteration 6F: 3 clusters Score -6022569 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -6025019.000000 Penalty: 5458.147949
	Iteration 7F: 3 clusters Score -6025019 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -6027484.500000 Penalty: 5458.147949
	Iteration 8F: 3 clusters Score -6027484 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -6029576.000000 Penalty: 5458.147949
	Iteration 9F: 3 clusters Score -6029576 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -6031247.500000 Penalty: 5458.147949
	Iteration 10Q: 3 clusters Score -6031248 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6032532.000000 Penalty: 5458.147949
	Iteration 11Q: 3 clusters Score -6032532 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -6033513.500000 Penalty: 5458.147949
	Iteration 12Q: 3 clusters Score -6033514 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6034317.500000 Penalty: 5458.147949
	Iteration 13Q: 3 clusters Score -6034318 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -6034878.500000 Penalty: 5458.147949
	Iteration 14Q: 3 clusters Score -6034878 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6035314.000000 Penalty: 5458.147949
	Iteration 15Q: 3 clusters Score -6035314 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -6035716.000000 Penalty: 5458.147949
	Iteration 16Q: 3 clusters Score -6035716 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -6036090.000000 Penalty: 5458.147949
	Iteration 17Q: 3 clusters Score -6036090 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -6036393.000000 Penalty: 5458.147949
	Iteration 18Q: 3 clusters Score -6036393 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -6036645.500000 Penalty: 5458.147949
	Iteration 19Q: 3 clusters Score -6036646 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -6036902.000000 Penalty: 5458.147949
	Iteration 20F: 3 clusters Score -6036902 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6037090.000000 Penalty: 5458.147949
	Iteration 21Q: 3 clusters Score -6037090 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -6037258.000000 Penalty: 5458.147949
	Iteration 22Q: 3 clusters Score -6037258 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -6037409.000000 Penalty: 5458.147949
	Iteration 23Q: 3 clusters Score -6037409 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -6037543.000000 Penalty: 5458.147949
	Iteration 24Q: 3 clusters Score -6037543 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -6037638.500000 Penalty: 5458.147949
	Iteration 25Q: 3 clusters Score -6037638 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -6037743.500000 Penalty: 5458.147949
	Iteration 26Q: 3 clusters Score -6037744 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -6037814.500000 Penalty: 5458.147949
	Iteration 27Q: 3 clusters Score -6037814 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -6037900.000000 Penalty: 5458.147949
	Iteration 28Q: 3 clusters Score -6037900 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -6037981.000000 Penalty: 5458.147949
	Iteration 29Q: 3 clusters Score -6037981 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -6038047.500000 Penalty: 5458.147949
	Iteration 30Q: 3 clusters Score -6038048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -6038094.500000 Penalty: 5458.147949
	Iteration 31Q: 3 clusters Score -6038094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -6038141.500000 Penalty: 5458.147949
	Iteration 32Q: 3 clusters Score -6038142 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -6038196.500000 Penalty: 5458.147949
	Iteration 33Q: 3 clusters Score -6038196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -6038222.000000 Penalty: 5458.147949
	Iteration 34Q: 3 clusters Score -6038222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -6038254.500000 Penalty: 5458.147949
	Iteration 35Q: 3 clusters Score -6038254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -6038266.500000 Penalty: 5458.147949
	Iteration 36Q: 3 clusters Score -6038266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -6038286.000000 Penalty: 5458.147949
	Iteration 37Q: 3 clusters Score -6038286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -6038293.000000 Penalty: 5458.147949
	Iteration 38Q: 3 clusters Score -6038293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -6038293.500000 Penalty: 5458.147949
	Iteration 39Q: 3 clusters Score -6038294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -6038302.000000 Penalty: 5458.147949
	Iteration 40F: 3 clusters Score -6038302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -6038313.000000 Penalty: 5458.147949
	Iteration 41Q: 3 clusters Score -6038313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -6038316.000000 Penalty: 5458.147949
	Iteration 42Q: 3 clusters Score -6038316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -6038319.500000 Penalty: 5458.147949
	Iteration 43Q: 3 clusters Score -6038320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -6038312.500000 Penalty: 5458.147949
	Iteration 44Q: 3 clusters Score -6038312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -6038325.000000 Penalty: 5458.147949
	Iteration 45Q: 3 clusters Score -6038325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -6038324.000000 Penalty: 5458.147949
	Iteration 46Q: 3 clusters Score -6038324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -6038331.000000 Penalty: 5458.147949
	Iteration 47Q: 3 clusters Score -6038331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -6038334.000000 Penalty: 5458.147949
	Iteration 48Q: 3 clusters Score -6038334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -6038343.000000 Penalty: 5458.147949
	Iteration 49Q: 3 clusters Score -6038343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -6038346.000000 Penalty: 5458.147949
	Iteration 50Q: 3 clusters Score -6038346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -6038350.000000 Penalty: 5458.147949
	Iteration 51Q: 3 clusters Score -6038350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -6038356.500000 Penalty: 5458.147949
	Iteration 52Q: 3 clusters Score -6038356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -6038368.500000 Penalty: 5458.147949
	Iteration 53Q: 3 clusters Score -6038368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -6038378.500000 Penalty: 5458.147949
	Iteration 54Q: 3 clusters Score -6038378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -6038380.000000 Penalty: 5458.147949
	Iteration 55Q: 3 clusters Score -6038380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -6038378.000000 Penalty: 5458.147949
	Iteration 56Q: 3 clusters Score -6038378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -6038392.500000 Penalty: 5458.147949
	Iteration 57Q: 3 clusters Score -6038392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -6038402.000000 Penalty: 5458.147949
	Iteration 58Q: 3 clusters Score -6038402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -6038409.000000 Penalty: 5458.147949
	Iteration 59Q: 3 clusters Score -6038409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6038421.500000 Penalty: 5458.147949
	Iteration 60F: 3 clusters Score -6038422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -6038424.000000 Penalty: 5458.147949
	Iteration 61Q: 3 clusters Score -6038424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -6038429.000000 Penalty: 5458.147949
	Iteration 62Q: 3 clusters Score -6038429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -6038436.500000 Penalty: 5458.147949
	Iteration 63Q: 3 clusters Score -6038436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -6038425.000000 Penalty: 5458.147949
	Iteration 64Q: 3 clusters Score -6038425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -6038425.500000 Penalty: 5458.147949
	Iteration 65Q: 3 clusters Score -6038426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -6038438.000000 Penalty: 5458.147949
	Iteration 66Q: 3 clusters Score -6038438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -6038438.500000 Penalty: 5458.147949
	Iteration 67Q: 3 clusters Score -6038438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -6038438.000000 Penalty: 5458.147949
	Iteration 68Q: 3 clusters Score -6038438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -6038444.500000 Penalty: 5458.147949
	Iteration 69Q: 3 clusters Score -6038444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -6038444.500000 Penalty: 5458.147949
	Iteration 70Q: 3 clusters Score -6038444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -6038445.000000 Penalty: 5458.147949
	Iteration 71Q: 3 clusters Score -6038445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -6038445.500000 Penalty: 5458.147949
	Iteration 72Q: 3 clusters Score -6038446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6038450.500000 Penalty: 5458.147949
	Iteration 73Q: 3 clusters Score -6038450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -6038452.000000 Penalty: 5458.147949
	Iteration 74Q: 3 clusters Score -6038452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -6038448.500000 Penalty: 5458.147949
	Iteration 75Q: 3 clusters Score -6038448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -6038448.500000 Penalty: 5458.147949
	Iteration 76Q: 3 clusters Score -6038448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -6038454.500000 Penalty: 5458.147949
	Iteration 77Q: 3 clusters Score -6038454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -6038462.000000 Penalty: 5458.147949
	Iteration 78Q: 3 clusters Score -6038462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -6038456.000000 Penalty: 5458.147949
	Iteration 79Q: 3 clusters Score -6038456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -6038458.500000 Penalty: 5458.147949
	Iteration 80F: 3 clusters Score -6038458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -6038456.000000 Penalty: 5458.147949
	Iteration 81Q: 3 clusters Score -6038456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -6038458.000000 Penalty: 5458.147949
	Iteration 82Q: 3 clusters Score -6038458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -6038465.000000 Penalty: 5458.147949
	Iteration 83Q: 3 clusters Score -6038465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -6038462.500000 Penalty: 5458.147949
	Iteration 84Q: 3 clusters Score -6038462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -6038467.500000 Penalty: 5458.147949
	Iteration 85Q: 3 clusters Score -6038468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -6038467.500000 Penalty: 5458.147949
	Iteration 86F: 3 clusters Score -6038468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -661239.562500 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -661239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -655497.750000 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -655497.8 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -657123.625000 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -657123.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -657508.437500 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -657508.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -657766.625000 Penalty: 4385.071289
	Iteration 3F: 3 clusters Score -657766.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -657982.375000 Penalty: 4385.071289
	Iteration 4F: 3 clusters Score -657982.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -658167.875000 Penalty: 4385.071289
	Iteration 5Q: 3 clusters Score -658167.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -658321.875000 Penalty: 4385.071289
	Iteration 6Q: 3 clusters Score -658321.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -658446.500000 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -658446.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -658573.250000 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -658573.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -658686.625000 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -658686.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -658784.625000 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -658784.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -658867.562500 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -658867.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -658934.500000 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -658934.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -658987.562500 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -658987.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -659056.125000 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -659056.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -659113.812500 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -659113.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -659164.750000 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -659164.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -659209.437500 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -659209.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -659259.062500 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -659259.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -659311.875000 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -659311.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -659375.437500 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -659375.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -659446.687500 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -659446.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -659525.562500 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -659525.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -659583.937500 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -659583.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -659634.812500 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -659634.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -659674.875000 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -659674.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -659703.250000 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -659703.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -659725.437500 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -659725.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -659748.500000 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -659748.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -659765.500000 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -659765.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -659774.250000 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -659774.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -659778.250000 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -659778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -659783.875000 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -659783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -659783.437500 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -659783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -659784.687500 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -659784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -659786.500000 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -659786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -659786.625000 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -659786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -659788.125000 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -659788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -659789.687500 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -659789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -659790.437500 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -659790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -659790.437500 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -659790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Entering Unmasked Estep 
Score: -1427374.625000 Penalty: 2393.985107
	Iteration 0F: 2 clusters Score -1427375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1416122.500000 Penalty: 4787.970215
	Iteration 0F: 3 clusters Score -1416122 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1419816.000000 Penalty: 4787.970215
	Iteration 1F: 3 clusters Score -1419816 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1420327.000000 Penalty: 4787.970215
	Iteration 2F: 3 clusters Score -1420327 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1420761.750000 Penalty: 4787.970215
	Iteration 3F: 3 clusters Score -1420762 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1421083.250000 Penalty: 4787.970215
	Iteration 4Q: 3 clusters Score -1421083 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1421348.125000 Penalty: 4787.970215
	Iteration 5Q: 3 clusters Score -1421348 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1421629.750000 Penalty: 4787.970215
	Iteration 6Q: 3 clusters Score -1421630 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1421966.875000 Penalty: 4787.970215
	Iteration 7Q: 3 clusters Score -1421967 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1422373.000000 Penalty: 4787.970215
	Iteration 8Q: 3 clusters Score -1422373 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1422867.250000 Penalty: 4787.970215
	Iteration 9Q: 3 clusters Score -1422867 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1423346.750000 Penalty: 4787.970215
	Iteration 10Q: 3 clusters Score -1423347 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1423794.000000 Penalty: 4787.970215
	Iteration 11Q: 3 clusters Score -1423794 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1424143.375000 Penalty: 4787.970215
	Iteration 12Q: 3 clusters Score -1424143 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1424431.125000 Penalty: 4787.970215
	Iteration 13Q: 3 clusters Score -1424431 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1424666.750000 Penalty: 4787.970215
	Iteration 14Q: 3 clusters Score -1424667 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1424857.500000 Penalty: 4787.970215
	Iteration 15Q: 3 clusters Score -1424858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1424989.875000 Penalty: 4787.970215
	Iteration 16Q: 3 clusters Score -1424990 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1425093.875000 Penalty: 4787.970215
	Iteration 17Q: 3 clusters Score -1425094 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1425166.250000 Penalty: 4787.970215
	Iteration 18Q: 3 clusters Score -1425166 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1425233.875000 Penalty: 4787.970215
	Iteration 19Q: 3 clusters Score -1425234 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1425289.000000 Penalty: 4787.970215
	Iteration 20F: 3 clusters Score -1425289 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1425344.625000 Penalty: 4787.970215
	Iteration 21Q: 3 clusters Score -1425345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1425398.125000 Penalty: 4787.970215
	Iteration 22Q: 3 clusters Score -1425398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1425443.875000 Penalty: 4787.970215
	Iteration 23Q: 3 clusters Score -1425444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1425496.375000 Penalty: 4787.970215
	Iteration 24Q: 3 clusters Score -1425496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1425543.375000 Penalty: 4787.970215
	Iteration 25Q: 3 clusters Score -1425543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1425585.875000 Penalty: 4787.970215
	Iteration 26Q: 3 clusters Score -1425586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1425625.000000 Penalty: 4787.970215
	Iteration 27Q: 3 clusters Score -1425625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1425659.375000 Penalty: 4787.970215
	Iteration 28Q: 3 clusters Score -1425659 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1425699.750000 Penalty: 4787.970215
	Iteration 29Q: 3 clusters Score -1425700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1425724.250000 Penalty: 4787.970215
	Iteration 30Q: 3 clusters Score -1425724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1425754.625000 Penalty: 4787.970215
	Iteration 31Q: 3 clusters Score -1425755 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1425787.750000 Penalty: 4787.970215
	Iteration 32Q: 3 clusters Score -1425788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1425811.500000 Penalty: 4787.970215
	Iteration 33Q: 3 clusters Score -1425812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1425833.375000 Penalty: 4787.970215
	Iteration 34Q: 3 clusters Score -1425833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1425853.875000 Penalty: 4787.970215
	Iteration 35Q: 3 clusters Score -1425854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1425872.625000 Penalty: 4787.970215
	Iteration 36Q: 3 clusters Score -1425873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1425887.000000 Penalty: 4787.970215
	Iteration 37Q: 3 clusters Score -1425887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1425902.750000 Penalty: 4787.970215
	Iteration 38Q: 3 clusters Score -1425903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1425918.750000 Penalty: 4787.970215
	Iteration 39Q: 3 clusters Score -1425919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1425933.125000 Penalty: 4787.970215
	Iteration 40F: 3 clusters Score -1425933 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1425959.750000 Penalty: 4787.970215
	Iteration 41Q: 3 clusters Score -1425960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1425984.000000 Penalty: 4787.970215
	Iteration 42Q: 3 clusters Score -1425984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1426002.625000 Penalty: 4787.970215
	Iteration 43Q: 3 clusters Score -1426003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1426022.000000 Penalty: 4787.970215
	Iteration 44Q: 3 clusters Score -1426022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1426042.625000 Penalty: 4787.970215
	Iteration 45Q: 3 clusters Score -1426043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1426058.000000 Penalty: 4787.970215
	Iteration 46Q: 3 clusters Score -1426058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1426070.875000 Penalty: 4787.970215
	Iteration 47Q: 3 clusters Score -1426071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1426075.125000 Penalty: 4787.970215
	Iteration 48Q: 3 clusters Score -1426075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1426091.750000 Penalty: 4787.970215
	Iteration 49Q: 3 clusters Score -1426092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1426096.500000 Penalty: 4787.970215
	Iteration 50Q: 3 clusters Score -1426096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1426106.250000 Penalty: 4787.970215
	Iteration 51Q: 3 clusters Score -1426106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1426110.875000 Penalty: 4787.970215
	Iteration 52Q: 3 clusters Score -1426111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1426111.625000 Penalty: 4787.970215
	Iteration 53Q: 3 clusters Score -1426112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1426116.000000 Penalty: 4787.970215
	Iteration 54Q: 3 clusters Score -1426116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1426121.500000 Penalty: 4787.970215
	Iteration 55Q: 3 clusters Score -1426122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1426128.125000 Penalty: 4787.970215
	Iteration 56Q: 3 clusters Score -1426128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1426131.875000 Penalty: 4787.970215
	Iteration 57Q: 3 clusters Score -1426132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1426135.750000 Penalty: 4787.970215
	Iteration 58Q: 3 clusters Score -1426136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1426139.500000 Penalty: 4787.970215
	Iteration 59Q: 3 clusters Score -1426140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1426148.875000 Penalty: 4787.970215
	Iteration 60F: 3 clusters Score -1426149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1426151.125000 Penalty: 4787.970215
	Iteration 61Q: 3 clusters Score -1426151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1426155.500000 Penalty: 4787.970215
	Iteration 62Q: 3 clusters Score -1426156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1426155.500000 Penalty: 4787.970215
	Iteration 63Q: 3 clusters Score -1426156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1426158.125000 Penalty: 4787.970215
	Iteration 64Q: 3 clusters Score -1426158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1426162.875000 Penalty: 4787.970215
	Iteration 65Q: 3 clusters Score -1426163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1426163.375000 Penalty: 4787.970215
	Iteration 66Q: 3 clusters Score -1426163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1426169.125000 Penalty: 4787.970215
	Iteration 67Q: 3 clusters Score -1426169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1426168.250000 Penalty: 4787.970215
	Iteration 68Q: 3 clusters Score -1426168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1426168.375000 Penalty: 4787.970215
	Iteration 69Q: 3 clusters Score -1426168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1426170.875000 Penalty: 4787.970215
	Iteration 70Q: 3 clusters Score -1426171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1426171.375000 Penalty: 4787.970215
	Iteration 71Q: 3 clusters Score -1426171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1426179.375000 Penalty: 4787.970215
	Iteration 72Q: 3 clusters Score -1426179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1426185.500000 Penalty: 4787.970215
	Iteration 73Q: 3 clusters Score -1426186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1426180.500000 Penalty: 4787.970215
	Iteration 74Q: 3 clusters Score -1426180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1426183.500000 Penalty: 4787.970215
	Iteration 75Q: 3 clusters Score -1426184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1426184.250000 Penalty: 4787.970215
	Iteration 76Q: 3 clusters Score -1426184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1426186.000000 Penalty: 4787.970215
	Iteration 77Q: 3 clusters Score -1426186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1426184.875000 Penalty: 4787.970215
	Iteration 78Q: 3 clusters Score -1426185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1426190.000000 Penalty: 4787.970215
	Iteration 79Q: 3 clusters Score -1426190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1426192.625000 Penalty: 4787.970215
	Iteration 80F: 3 clusters Score -1426193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1426192.125000 Penalty: 4787.970215
	Iteration 81Q: 3 clusters Score -1426192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1426193.500000 Penalty: 4787.970215
	Iteration 82Q: 3 clusters Score -1426194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1426199.125000 Penalty: 4787.970215
	Iteration 83Q: 3 clusters Score -1426199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1426195.625000 Penalty: 4787.970215
	Iteration 84Q: 3 clusters Score -1426196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1426194.375000 Penalty: 4787.970215
	Iteration 85Q: 3 clusters Score -1426194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1426197.500000 Penalty: 4787.970215
	Iteration 86Q: 3 clusters Score -1426198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1426195.750000 Penalty: 4787.970215
	Iteration 87Q: 3 clusters Score -1426196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1426198.125000 Penalty: 4787.970215
	Iteration 88Q: 3 clusters Score -1426198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1426200.250000 Penalty: 4787.970215
	Iteration 89Q: 3 clusters Score -1426200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1426203.125000 Penalty: 4787.970215
	Iteration 90Q: 3 clusters Score -1426203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1426203.125000 Penalty: 4787.970215
	Iteration 91Q: 3 clusters Score -1426203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1426201.875000 Penalty: 4787.970215
	Iteration 92Q: 3 clusters Score -1426202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1426200.500000 Penalty: 4787.970215
	Iteration 93Q: 3 clusters Score -1426200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1426200.500000 Penalty: 4787.970215
	Iteration 94Q: 3 clusters Score -1426200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1426202.875000 Penalty: 4787.970215
	Iteration 95Q: 3 clusters Score -1426203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1426204.250000 Penalty: 4787.970215
	Iteration 96Q: 3 clusters Score -1426204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1426203.875000 Penalty: 4787.970215
	Iteration 97Q: 3 clusters Score -1426204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1426203.625000 Penalty: 4787.970215
	Iteration 98Q: 3 clusters Score -1426204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1426203.625000 Penalty: 4787.970215
	Iteration 99F: 3 clusters Score -1426204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -204415.687500 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -204415.7 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 1324 members 
Entering Unmasked Estep 
Score: -201521.109375 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -201521.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -202315.359375 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -202315.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -202657.734375 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -202657.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -202982.984375 Penalty: 3896.734375
	Iteration 3F: 3 clusters Score -202983 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -203218.609375 Penalty: 3896.734375
	Iteration 4F: 3 clusters Score -203218.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -203442.875000 Penalty: 3896.734375
	Iteration 5Q: 3 clusters Score -203442.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -203595.750000 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -203595.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -203678.828125 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -203678.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -203736.953125 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -203737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -203781.593750 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -203781.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203817.484375 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -203817.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -203853.656250 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -203853.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -203885.843750 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -203885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -203920.671875 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -203920.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203949.078125 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -203949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -203969.546875 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -203969.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -203988.000000 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -203988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -203993.781250 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -203993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -203998.218750 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -203998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -204000.546875 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -204000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204004.890625 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -204004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -204008.546875 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -204008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204009.906250 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -204009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204010.406250 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -204010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -204010.640625 Penalty: 3896.734375
	Iteration 24Q: 3 clusters Score -204010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -204011.390625 Penalty: 3896.734375
	Iteration 25Q: 3 clusters Score -204011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -204011.390625 Penalty: 3896.734375
	Iteration 26F: 3 clusters Score -204011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -184285.031250 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -184285 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 1014 members 
Entering Unmasked Estep 
Score: -181685.187500 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -181685.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -182286.515625 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -182286.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182505.656250 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -182505.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182696.625000 Penalty: 3788.785156
	Iteration 3F: 3 clusters Score -182696.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182876.171875 Penalty: 3788.785156
	Iteration 4F: 3 clusters Score -182876.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183065.515625 Penalty: 3788.785156
	Iteration 5F: 3 clusters Score -183065.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183236.234375 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -183236.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183387.328125 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -183387.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183511.312500 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -183511.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183581.781250 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -183581.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183618.390625 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -183618.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183634.375000 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -183634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183642.656250 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -183642.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -183649.562500 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -183649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183650.109375 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -183650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183652.562500 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -183652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183654.453125 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -183654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183654.890625 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -183654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183654.890625 Penalty: 3788.785156
	Iteration 18F: 3 clusters Score -183654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -958150.750000 Penalty: 2284.065186
	Iteration 0F: 2 clusters Score -958150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -950458.875000 Penalty: 4568.130371
	Iteration 0F: 3 clusters Score -950458.9 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -952662.437500 Penalty: 4568.130371
	Iteration 1F: 3 clusters Score -952662.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -952984.375000 Penalty: 4568.130371
	Iteration 2F: 3 clusters Score -952984.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -953197.375000 Penalty: 4568.130371
	Iteration 3F: 3 clusters Score -953197.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -953371.375000 Penalty: 4568.130371
	Iteration 4Q: 3 clusters Score -953371.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -953514.125000 Penalty: 4568.130371
	Iteration 5Q: 3 clusters Score -953514.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -953654.937500 Penalty: 4568.130371
	Iteration 6Q: 3 clusters Score -953654.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -953805.625000 Penalty: 4568.130371
	Iteration 7Q: 3 clusters Score -953805.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -953944.000000 Penalty: 4568.130371
	Iteration 8Q: 3 clusters Score -953944 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -954084.625000 Penalty: 4568.130371
	Iteration 9Q: 3 clusters Score -954084.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -954235.062500 Penalty: 4568.130371
	Iteration 10Q: 3 clusters Score -954235.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -954384.500000 Penalty: 4568.130371
	Iteration 11Q: 3 clusters Score -954384.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -954527.562500 Penalty: 4568.130371
	Iteration 12Q: 3 clusters Score -954527.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -954658.000000 Penalty: 4568.130371
	Iteration 13Q: 3 clusters Score -954658 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -954769.250000 Penalty: 4568.130371
	Iteration 14Q: 3 clusters Score -954769.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -954864.875000 Penalty: 4568.130371
	Iteration 15Q: 3 clusters Score -954864.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -954953.437500 Penalty: 4568.130371
	Iteration 16Q: 3 clusters Score -954953.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -955034.562500 Penalty: 4568.130371
	Iteration 17Q: 3 clusters Score -955034.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -955100.937500 Penalty: 4568.130371
	Iteration 18Q: 3 clusters Score -955100.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -955163.812500 Penalty: 4568.130371
	Iteration 19Q: 3 clusters Score -955163.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -955217.500000 Penalty: 4568.130371
	Iteration 20F: 3 clusters Score -955217.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -955269.187500 Penalty: 4568.130371
	Iteration 21Q: 3 clusters Score -955269.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -955306.937500 Penalty: 4568.130371
	Iteration 22Q: 3 clusters Score -955306.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -955334.875000 Penalty: 4568.130371
	Iteration 23Q: 3 clusters Score -955334.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -955352.062500 Penalty: 4568.130371
	Iteration 24Q: 3 clusters Score -955352.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -955365.500000 Penalty: 4568.130371
	Iteration 25Q: 3 clusters Score -955365.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -955381.375000 Penalty: 4568.130371
	Iteration 26Q: 3 clusters Score -955381.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -955405.250000 Penalty: 4568.130371
	Iteration 27Q: 3 clusters Score -955405.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -955426.687500 Penalty: 4568.130371
	Iteration 28Q: 3 clusters Score -955426.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -955449.687500 Penalty: 4568.130371
	Iteration 29Q: 3 clusters Score -955449.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -955469.125000 Penalty: 4568.130371
	Iteration 30Q: 3 clusters Score -955469.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -955492.625000 Penalty: 4568.130371
	Iteration 31Q: 3 clusters Score -955492.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -955516.500000 Penalty: 4568.130371
	Iteration 32Q: 3 clusters Score -955516.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -955537.375000 Penalty: 4568.130371
	Iteration 33Q: 3 clusters Score -955537.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -955555.500000 Penalty: 4568.130371
	Iteration 34Q: 3 clusters Score -955555.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -955573.000000 Penalty: 4568.130371
	Iteration 35Q: 3 clusters Score -955573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -955592.125000 Penalty: 4568.130371
	Iteration 36Q: 3 clusters Score -955592.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -955607.750000 Penalty: 4568.130371
	Iteration 37Q: 3 clusters Score -955607.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -955624.312500 Penalty: 4568.130371
	Iteration 38Q: 3 clusters Score -955624.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -955640.937500 Penalty: 4568.130371
	Iteration 39Q: 3 clusters Score -955640.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -955652.687500 Penalty: 4568.130371
	Iteration 40F: 3 clusters Score -955652.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -955667.250000 Penalty: 4568.130371
	Iteration 41Q: 3 clusters Score -955667.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -955681.562500 Penalty: 4568.130371
	Iteration 42Q: 3 clusters Score -955681.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -955697.062500 Penalty: 4568.130371
	Iteration 43Q: 3 clusters Score -955697.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -955711.875000 Penalty: 4568.130371
	Iteration 44Q: 3 clusters Score -955711.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -955727.687500 Penalty: 4568.130371
	Iteration 45Q: 3 clusters Score -955727.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -955748.000000 Penalty: 4568.130371
	Iteration 46Q: 3 clusters Score -955748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -955772.562500 Penalty: 4568.130371
	Iteration 47Q: 3 clusters Score -955772.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -955801.250000 Penalty: 4568.130371
	Iteration 48Q: 3 clusters Score -955801.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -955831.375000 Penalty: 4568.130371
	Iteration 49Q: 3 clusters Score -955831.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -955858.375000 Penalty: 4568.130371
	Iteration 50Q: 3 clusters Score -955858.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -955886.312500 Penalty: 4568.130371
	Iteration 51Q: 3 clusters Score -955886.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -955922.812500 Penalty: 4568.130371
	Iteration 52Q: 3 clusters Score -955922.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -955950.437500 Penalty: 4568.130371
	Iteration 53Q: 3 clusters Score -955950.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -955980.000000 Penalty: 4568.130371
	Iteration 54Q: 3 clusters Score -955980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -956004.937500 Penalty: 4568.130371
	Iteration 55Q: 3 clusters Score -956004.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -956029.750000 Penalty: 4568.130371
	Iteration 56Q: 3 clusters Score -956029.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -956048.062500 Penalty: 4568.130371
	Iteration 57Q: 3 clusters Score -956048.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -956067.125000 Penalty: 4568.130371
	Iteration 58Q: 3 clusters Score -956067.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -956083.875000 Penalty: 4568.130371
	Iteration 59Q: 3 clusters Score -956083.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -956103.375000 Penalty: 4568.130371
	Iteration 60F: 3 clusters Score -956103.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -956122.562500 Penalty: 4568.130371
	Iteration 61Q: 3 clusters Score -956122.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -956140.125000 Penalty: 4568.130371
	Iteration 62Q: 3 clusters Score -956140.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -956159.375000 Penalty: 4568.130371
	Iteration 63Q: 3 clusters Score -956159.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -956176.312500 Penalty: 4568.130371
	Iteration 64Q: 3 clusters Score -956176.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -956194.000000 Penalty: 4568.130371
	Iteration 65Q: 3 clusters Score -956194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -956208.312500 Penalty: 4568.130371
	Iteration 66Q: 3 clusters Score -956208.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -956218.750000 Penalty: 4568.130371
	Iteration 67Q: 3 clusters Score -956218.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -956227.375000 Penalty: 4568.130371
	Iteration 68Q: 3 clusters Score -956227.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -956236.875000 Penalty: 4568.130371
	Iteration 69Q: 3 clusters Score -956236.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -956246.437500 Penalty: 4568.130371
	Iteration 70Q: 3 clusters Score -956246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -956255.187500 Penalty: 4568.130371
	Iteration 71Q: 3 clusters Score -956255.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -956267.750000 Penalty: 4568.130371
	Iteration 72Q: 3 clusters Score -956267.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -956272.687500 Penalty: 4568.130371
	Iteration 73Q: 3 clusters Score -956272.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -956277.562500 Penalty: 4568.130371
	Iteration 74Q: 3 clusters Score -956277.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -956283.687500 Penalty: 4568.130371
	Iteration 75Q: 3 clusters Score -956283.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -956290.062500 Penalty: 4568.130371
	Iteration 76Q: 3 clusters Score -956290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -956296.250000 Penalty: 4568.130371
	Iteration 77Q: 3 clusters Score -956296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -956300.125000 Penalty: 4568.130371
	Iteration 78Q: 3 clusters Score -956300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -956303.125000 Penalty: 4568.130371
	Iteration 79Q: 3 clusters Score -956303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -956308.312500 Penalty: 4568.130371
	Iteration 80F: 3 clusters Score -956308.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -956312.687500 Penalty: 4568.130371
	Iteration 81Q: 3 clusters Score -956312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -956319.500000 Penalty: 4568.130371
	Iteration 82Q: 3 clusters Score -956319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -956326.812500 Penalty: 4568.130371
	Iteration 83Q: 3 clusters Score -956326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -956332.750000 Penalty: 4568.130371
	Iteration 84Q: 3 clusters Score -956332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -956340.062500 Penalty: 4568.130371
	Iteration 85Q: 3 clusters Score -956340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -956342.750000 Penalty: 4568.130371
	Iteration 86Q: 3 clusters Score -956342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -956346.500000 Penalty: 4568.130371
	Iteration 87Q: 3 clusters Score -956346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -956347.687500 Penalty: 4568.130371
	Iteration 88Q: 3 clusters Score -956347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -956347.937500 Penalty: 4568.130371
	Iteration 89Q: 3 clusters Score -956347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -956348.062500 Penalty: 4568.130371
	Iteration 90Q: 3 clusters Score -956348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -956349.937500 Penalty: 4568.130371
	Iteration 91Q: 3 clusters Score -956349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -956350.437500 Penalty: 4568.130371
	Iteration 92Q: 3 clusters Score -956350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -956350.750000 Penalty: 4568.130371
	Iteration 93Q: 3 clusters Score -956350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -956351.812500 Penalty: 4568.130371
	Iteration 94Q: 3 clusters Score -956351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -956354.500000 Penalty: 4568.130371
	Iteration 95Q: 3 clusters Score -956354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -956357.437500 Penalty: 4568.130371
	Iteration 96Q: 3 clusters Score -956357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -956358.250000 Penalty: 4568.130371
	Iteration 97Q: 3 clusters Score -956358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -956359.250000 Penalty: 4568.130371
	Iteration 98Q: 3 clusters Score -956359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -956363.562500 Penalty: 4568.130371
	Iteration 99Q: 3 clusters Score -956363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -956363.562500 Penalty: 4568.130371
	Iteration 100F: 3 clusters Score -956363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -956368.000000 Penalty: 4568.130371
	Iteration 101Q: 3 clusters Score -956368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -956370.187500 Penalty: 4568.130371
	Iteration 102Q: 3 clusters Score -956370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -956370.187500 Penalty: 4568.130371
	Iteration 103F: 3 clusters Score -956370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1549559.375000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -1549559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1537950.625000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -1537951 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1541743.375000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -1541743 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1542144.875000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -1542145 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1542513.625000 Penalty: 4800.457520
	Iteration 3F: 3 clusters Score -1542514 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1542904.000000 Penalty: 4800.457520
	Iteration 4Q: 3 clusters Score -1542904 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1543360.875000 Penalty: 4800.457520
	Iteration 5Q: 3 clusters Score -1543361 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1543928.875000 Penalty: 4800.457520
	Iteration 6F: 3 clusters Score -1543929 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1544505.625000 Penalty: 4800.457520
	Iteration 7F: 3 clusters Score -1544506 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1545114.250000 Penalty: 4800.457520
	Iteration 8F: 3 clusters Score -1545114 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1545640.500000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -1545640 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1546022.000000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -1546022 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1546279.500000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -1546280 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1546432.500000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -1546432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1546522.750000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -1546523 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1546587.625000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -1546588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1546627.375000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -1546627 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1546658.750000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -1546659 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1546689.875000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -1546690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1546715.750000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -1546716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1546751.500000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -1546752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1546771.250000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -1546771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1546793.000000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -1546793 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1546816.750000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -1546817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1546840.250000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -1546840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1546865.750000 Penalty: 4800.457520
	Iteration 24Q: 3 clusters Score -1546866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1546892.500000 Penalty: 4800.457520
	Iteration 25Q: 3 clusters Score -1546892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1546916.875000 Penalty: 4800.457520
	Iteration 26Q: 3 clusters Score -1546917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1546961.250000 Penalty: 4800.457520
	Iteration 27Q: 3 clusters Score -1546961 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1546998.625000 Penalty: 4800.457520
	Iteration 28Q: 3 clusters Score -1546999 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1547039.625000 Penalty: 4800.457520
	Iteration 29Q: 3 clusters Score -1547040 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1547080.000000 Penalty: 4800.457520
	Iteration 30Q: 3 clusters Score -1547080 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1547122.750000 Penalty: 4800.457520
	Iteration 31Q: 3 clusters Score -1547123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1547157.625000 Penalty: 4800.457520
	Iteration 32Q: 3 clusters Score -1547158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1547197.000000 Penalty: 4800.457520
	Iteration 33Q: 3 clusters Score -1547197 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1547231.000000 Penalty: 4800.457520
	Iteration 34Q: 3 clusters Score -1547231 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1547266.625000 Penalty: 4800.457520
	Iteration 35Q: 3 clusters Score -1547267 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1547302.875000 Penalty: 4800.457520
	Iteration 36Q: 3 clusters Score -1547303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1547345.375000 Penalty: 4800.457520
	Iteration 37Q: 3 clusters Score -1547345 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1547376.750000 Penalty: 4800.457520
	Iteration 38Q: 3 clusters Score -1547377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1547395.125000 Penalty: 4800.457520
	Iteration 39Q: 3 clusters Score -1547395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1547419.375000 Penalty: 4800.457520
	Iteration 40F: 3 clusters Score -1547419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1547439.125000 Penalty: 4800.457520
	Iteration 41Q: 3 clusters Score -1547439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1547453.375000 Penalty: 4800.457520
	Iteration 42Q: 3 clusters Score -1547453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1547462.375000 Penalty: 4800.457520
	Iteration 43Q: 3 clusters Score -1547462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1547474.125000 Penalty: 4800.457520
	Iteration 44Q: 3 clusters Score -1547474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1547479.625000 Penalty: 4800.457520
	Iteration 45Q: 3 clusters Score -1547480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1547493.625000 Penalty: 4800.457520
	Iteration 46Q: 3 clusters Score -1547494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1547499.250000 Penalty: 4800.457520
	Iteration 47Q: 3 clusters Score -1547499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1547508.750000 Penalty: 4800.457520
	Iteration 48Q: 3 clusters Score -1547509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1547516.625000 Penalty: 4800.457520
	Iteration 49Q: 3 clusters Score -1547517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1547517.375000 Penalty: 4800.457520
	Iteration 50Q: 3 clusters Score -1547517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1547517.750000 Penalty: 4800.457520
	Iteration 51Q: 3 clusters Score -1547518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1547520.875000 Penalty: 4800.457520
	Iteration 52Q: 3 clusters Score -1547521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1547527.625000 Penalty: 4800.457520
	Iteration 53Q: 3 clusters Score -1547528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1547529.750000 Penalty: 4800.457520
	Iteration 54Q: 3 clusters Score -1547530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1547536.250000 Penalty: 4800.457520
	Iteration 55Q: 3 clusters Score -1547536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1547537.875000 Penalty: 4800.457520
	Iteration 56Q: 3 clusters Score -1547538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1547539.500000 Penalty: 4800.457520
	Iteration 57Q: 3 clusters Score -1547540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1547544.125000 Penalty: 4800.457520
	Iteration 58Q: 3 clusters Score -1547544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1547546.625000 Penalty: 4800.457520
	Iteration 59Q: 3 clusters Score -1547547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1547545.250000 Penalty: 4800.457520
	Iteration 60F: 3 clusters Score -1547545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1547549.125000 Penalty: 4800.457520
	Iteration 61Q: 3 clusters Score -1547549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1547550.750000 Penalty: 4800.457520
	Iteration 62Q: 3 clusters Score -1547551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1547557.375000 Penalty: 4800.457520
	Iteration 63Q: 3 clusters Score -1547557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1547560.750000 Penalty: 4800.457520
	Iteration 64Q: 3 clusters Score -1547561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1547556.625000 Penalty: 4800.457520
	Iteration 65Q: 3 clusters Score -1547557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1547559.625000 Penalty: 4800.457520
	Iteration 66Q: 3 clusters Score -1547560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1547558.250000 Penalty: 4800.457520
	Iteration 67Q: 3 clusters Score -1547558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1547562.000000 Penalty: 4800.457520
	Iteration 68Q: 3 clusters Score -1547562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1547560.375000 Penalty: 4800.457520
	Iteration 69Q: 3 clusters Score -1547560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1547564.625000 Penalty: 4800.457520
	Iteration 70Q: 3 clusters Score -1547565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1547567.500000 Penalty: 4800.457520
	Iteration 71Q: 3 clusters Score -1547568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1547567.375000 Penalty: 4800.457520
	Iteration 72Q: 3 clusters Score -1547567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1547567.625000 Penalty: 4800.457520
	Iteration 73Q: 3 clusters Score -1547568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1547571.125000 Penalty: 4800.457520
	Iteration 74Q: 3 clusters Score -1547571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1547575.750000 Penalty: 4800.457520
	Iteration 75Q: 3 clusters Score -1547576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1547578.000000 Penalty: 4800.457520
	Iteration 76Q: 3 clusters Score -1547578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1547578.875000 Penalty: 4800.457520
	Iteration 77Q: 3 clusters Score -1547579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1547582.500000 Penalty: 4800.457520
	Iteration 78Q: 3 clusters Score -1547582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1547587.625000 Penalty: 4800.457520
	Iteration 79Q: 3 clusters Score -1547588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1547585.375000 Penalty: 4800.457520
	Iteration 80F: 3 clusters Score -1547585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1547584.750000 Penalty: 4800.457520
	Iteration 81Q: 3 clusters Score -1547585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1547585.250000 Penalty: 4800.457520
	Iteration 82Q: 3 clusters Score -1547585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1547589.375000 Penalty: 4800.457520
	Iteration 83Q: 3 clusters Score -1547589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1547592.125000 Penalty: 4800.457520
	Iteration 84Q: 3 clusters Score -1547592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1547590.250000 Penalty: 4800.457520
	Iteration 85Q: 3 clusters Score -1547590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1547593.125000 Penalty: 4800.457520
	Iteration 86Q: 3 clusters Score -1547593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1547592.250000 Penalty: 4800.457520
	Iteration 87Q: 3 clusters Score -1547592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1547595.250000 Penalty: 4800.457520
	Iteration 88Q: 3 clusters Score -1547595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1547595.000000 Penalty: 4800.457520
	Iteration 89Q: 3 clusters Score -1547595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1547601.625000 Penalty: 4800.457520
	Iteration 90Q: 3 clusters Score -1547602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1547598.500000 Penalty: 4800.457520
	Iteration 91Q: 3 clusters Score -1547598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1547607.000000 Penalty: 4800.457520
	Iteration 92Q: 3 clusters Score -1547607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1547606.750000 Penalty: 4800.457520
	Iteration 93Q: 3 clusters Score -1547607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1547609.500000 Penalty: 4800.457520
	Iteration 94Q: 3 clusters Score -1547610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1547605.875000 Penalty: 4800.457520
	Iteration 95Q: 3 clusters Score -1547606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1547609.000000 Penalty: 4800.457520
	Iteration 96Q: 3 clusters Score -1547609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1547609.625000 Penalty: 4800.457520
	Iteration 97Q: 3 clusters Score -1547610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1547609.375000 Penalty: 4800.457520
	Iteration 98Q: 3 clusters Score -1547609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1547614.000000 Penalty: 4800.457520
	Iteration 99Q: 3 clusters Score -1547614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1547616.500000 Penalty: 4800.457520
	Iteration 100F: 3 clusters Score -1547616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1547616.875000 Penalty: 4800.457520
	Iteration 101Q: 3 clusters Score -1547617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1547618.875000 Penalty: 4800.457520
	Iteration 102Q: 3 clusters Score -1547619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1547617.250000 Penalty: 4800.457520
	Iteration 103Q: 3 clusters Score -1547617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1547618.250000 Penalty: 4800.457520
	Iteration 104Q: 3 clusters Score -1547618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1547616.750000 Penalty: 4800.457520
	Iteration 105Q: 3 clusters Score -1547617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1547619.500000 Penalty: 4800.457520
	Iteration 106Q: 3 clusters Score -1547620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1547618.625000 Penalty: 4800.457520
	Iteration 107Q: 3 clusters Score -1547619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1547621.250000 Penalty: 4800.457520
	Iteration 108Q: 3 clusters Score -1547621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1547622.750000 Penalty: 4800.457520
	Iteration 109Q: 3 clusters Score -1547623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1547623.750000 Penalty: 4800.457520
	Iteration 110Q: 3 clusters Score -1547624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1547623.375000 Penalty: 4800.457520
	Iteration 111Q: 3 clusters Score -1547623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1547624.000000 Penalty: 4800.457520
	Iteration 112Q: 3 clusters Score -1547624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1547624.375000 Penalty: 4800.457520
	Iteration 113Q: 3 clusters Score -1547624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1547625.125000 Penalty: 4800.457520
	Iteration 114Q: 3 clusters Score -1547625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1547623.750000 Penalty: 4800.457520
	Iteration 115Q: 3 clusters Score -1547624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1547623.375000 Penalty: 4800.457520
	Iteration 116Q: 3 clusters Score -1547623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1547623.375000 Penalty: 4800.457520
	Iteration 117F: 3 clusters Score -1547623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -573941.500000 Penalty: 2144.149170
	Iteration 0F: 2 clusters Score -573941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -569020.562500 Penalty: 4288.298340
	Iteration 0F: 3 clusters Score -569020.6 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -570215.562500 Penalty: 4288.298340
	Iteration 1F: 3 clusters Score -570215.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -570404.750000 Penalty: 4288.298340
	Iteration 2F: 3 clusters Score -570404.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -570519.812500 Penalty: 4288.298340
	Iteration 3Q: 3 clusters Score -570519.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -570607.312500 Penalty: 4288.298340
	Iteration 4Q: 3 clusters Score -570607.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -570687.062500 Penalty: 4288.298340
	Iteration 5Q: 3 clusters Score -570687.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -570759.437500 Penalty: 4288.298340
	Iteration 6Q: 3 clusters Score -570759.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -570821.500000 Penalty: 4288.298340
	Iteration 7Q: 3 clusters Score -570821.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -570899.625000 Penalty: 4288.298340
	Iteration 8Q: 3 clusters Score -570899.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -570986.125000 Penalty: 4288.298340
	Iteration 9Q: 3 clusters Score -570986.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -571080.375000 Penalty: 4288.298340
	Iteration 10Q: 3 clusters Score -571080.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -571181.687500 Penalty: 4288.298340
	Iteration 11Q: 3 clusters Score -571181.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -571285.000000 Penalty: 4288.298340
	Iteration 12Q: 3 clusters Score -571285 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -571380.062500 Penalty: 4288.298340
	Iteration 13Q: 3 clusters Score -571380.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -571478.812500 Penalty: 4288.298340
	Iteration 14Q: 3 clusters Score -571478.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -571566.312500 Penalty: 4288.298340
	Iteration 15Q: 3 clusters Score -571566.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -571645.062500 Penalty: 4288.298340
	Iteration 16Q: 3 clusters Score -571645.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -571705.062500 Penalty: 4288.298340
	Iteration 17Q: 3 clusters Score -571705.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -571772.312500 Penalty: 4288.298340
	Iteration 18Q: 3 clusters Score -571772.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -571826.125000 Penalty: 4288.298340
	Iteration 19Q: 3 clusters Score -571826.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -571863.187500 Penalty: 4288.298340
	Iteration 20F: 3 clusters Score -571863.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -571895.062500 Penalty: 4288.298340
	Iteration 21Q: 3 clusters Score -571895.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -571935.062500 Penalty: 4288.298340
	Iteration 22Q: 3 clusters Score -571935.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -571974.062500 Penalty: 4288.298340
	Iteration 23Q: 3 clusters Score -571974.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -572002.625000 Penalty: 4288.298340
	Iteration 24Q: 3 clusters Score -572002.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -572022.875000 Penalty: 4288.298340
	Iteration 25Q: 3 clusters Score -572022.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -572036.875000 Penalty: 4288.298340
	Iteration 26Q: 3 clusters Score -572036.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -572054.875000 Penalty: 4288.298340
	Iteration 27Q: 3 clusters Score -572054.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -572073.250000 Penalty: 4288.298340
	Iteration 28Q: 3 clusters Score -572073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -572086.562500 Penalty: 4288.298340
	Iteration 29Q: 3 clusters Score -572086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -572090.500000 Penalty: 4288.298340
	Iteration 30Q: 3 clusters Score -572090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -572097.062500 Penalty: 4288.298340
	Iteration 31Q: 3 clusters Score -572097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -572099.125000 Penalty: 4288.298340
	Iteration 32Q: 3 clusters Score -572099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -572104.750000 Penalty: 4288.298340
	Iteration 33Q: 3 clusters Score -572104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -572107.500000 Penalty: 4288.298340
	Iteration 34Q: 3 clusters Score -572107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -572113.562500 Penalty: 4288.298340
	Iteration 35Q: 3 clusters Score -572113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -572122.750000 Penalty: 4288.298340
	Iteration 36Q: 3 clusters Score -572122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -572126.000000 Penalty: 4288.298340
	Iteration 37Q: 3 clusters Score -572126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -572131.812500 Penalty: 4288.298340
	Iteration 38Q: 3 clusters Score -572131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -572134.312500 Penalty: 4288.298340
	Iteration 39Q: 3 clusters Score -572134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -572137.062500 Penalty: 4288.298340
	Iteration 40F: 3 clusters Score -572137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -572142.375000 Penalty: 4288.298340
	Iteration 41Q: 3 clusters Score -572142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -572144.562500 Penalty: 4288.298340
	Iteration 42Q: 3 clusters Score -572144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -572147.312500 Penalty: 4288.298340
	Iteration 43Q: 3 clusters Score -572147.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -572151.500000 Penalty: 4288.298340
	Iteration 44Q: 3 clusters Score -572151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -572156.625000 Penalty: 4288.298340
	Iteration 45Q: 3 clusters Score -572156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -572157.500000 Penalty: 4288.298340
	Iteration 46Q: 3 clusters Score -572157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -572157.625000 Penalty: 4288.298340
	Iteration 47Q: 3 clusters Score -572157.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -572157.625000 Penalty: 4288.298340
	Iteration 48F: 3 clusters Score -572157.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Entering Unmasked Estep 
Score: -2441005.000000 Penalty: 2508.018555
	Iteration 0F: 2 clusters Score -2441005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2423942.000000 Penalty: 5016.037109
	Iteration 0F: 3 clusters Score -2423942 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2429719.750000 Penalty: 5016.037109
	Iteration 1F: 3 clusters Score -2429720 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2430171.250000 Penalty: 5016.037109
	Iteration 2F: 3 clusters Score -2430171 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2430555.000000 Penalty: 5016.037109
	Iteration 3Q: 3 clusters Score -2430555 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2430921.500000 Penalty: 5016.037109
	Iteration 4Q: 3 clusters Score -2430922 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2431322.250000 Penalty: 5016.037109
	Iteration 5Q: 3 clusters Score -2431322 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2431809.000000 Penalty: 5016.037109
	Iteration 6Q: 3 clusters Score -2431809 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2432502.250000 Penalty: 5016.037109
	Iteration 7Q: 3 clusters Score -2432502 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2433392.250000 Penalty: 5016.037109
	Iteration 8F: 3 clusters Score -2433392 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2434477.750000 Penalty: 5016.037109
	Iteration 9F: 3 clusters Score -2434478 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2435686.500000 Penalty: 5016.037109
	Iteration 10F: 3 clusters Score -2435686 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2436746.250000 Penalty: 5016.037109
	Iteration 11F: 3 clusters Score -2436746 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2437471.750000 Penalty: 5016.037109
	Iteration 12Q: 3 clusters Score -2437472 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2437968.750000 Penalty: 5016.037109
	Iteration 13Q: 3 clusters Score -2437969 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2438261.750000 Penalty: 5016.037109
	Iteration 14Q: 3 clusters Score -2438262 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2438456.250000 Penalty: 5016.037109
	Iteration 15Q: 3 clusters Score -2438456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2438578.750000 Penalty: 5016.037109
	Iteration 16Q: 3 clusters Score -2438579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2438655.250000 Penalty: 5016.037109
	Iteration 17Q: 3 clusters Score -2438655 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2438716.750000 Penalty: 5016.037109
	Iteration 18Q: 3 clusters Score -2438717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2438757.250000 Penalty: 5016.037109
	Iteration 19Q: 3 clusters Score -2438757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2438781.750000 Penalty: 5016.037109
	Iteration 20F: 3 clusters Score -2438782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2438791.000000 Penalty: 5016.037109
	Iteration 21Q: 3 clusters Score -2438791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2438814.250000 Penalty: 5016.037109
	Iteration 22Q: 3 clusters Score -2438814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2438828.750000 Penalty: 5016.037109
	Iteration 23Q: 3 clusters Score -2438829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2438841.500000 Penalty: 5016.037109
	Iteration 24Q: 3 clusters Score -2438842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2438850.250000 Penalty: 5016.037109
	Iteration 25Q: 3 clusters Score -2438850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2438855.500000 Penalty: 5016.037109
	Iteration 26Q: 3 clusters Score -2438856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2438854.500000 Penalty: 5016.037109
	Iteration 27Q: 3 clusters Score -2438854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2438857.750000 Penalty: 5016.037109
	Iteration 28Q: 3 clusters Score -2438858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2438859.750000 Penalty: 5016.037109
	Iteration 29Q: 3 clusters Score -2438860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2438864.000000 Penalty: 5016.037109
	Iteration 30Q: 3 clusters Score -2438864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2438868.250000 Penalty: 5016.037109
	Iteration 31Q: 3 clusters Score -2438868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2438872.250000 Penalty: 5016.037109
	Iteration 32Q: 3 clusters Score -2438872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2438872.500000 Penalty: 5016.037109
	Iteration 33Q: 3 clusters Score -2438872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2438871.500000 Penalty: 5016.037109
	Iteration 34Q: 3 clusters Score -2438872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2438872.250000 Penalty: 5016.037109
	Iteration 35Q: 3 clusters Score -2438872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2438872.250000 Penalty: 5016.037109
	Iteration 36F: 3 clusters Score -2438872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -664109.625000 Penalty: 2201.659912
	Iteration 0F: 2 clusters Score -664109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -658212.937500 Penalty: 4403.319824
	Iteration 0F: 3 clusters Score -658212.9 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -659953.937500 Penalty: 4403.319824
	Iteration 1F: 3 clusters Score -659953.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -660369.687500 Penalty: 4403.319824
	Iteration 2F: 3 clusters Score -660369.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -660798.625000 Penalty: 4403.319824
	Iteration 3F: 3 clusters Score -660798.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -661195.125000 Penalty: 4403.319824
	Iteration 4F: 3 clusters Score -661195.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -661495.062500 Penalty: 4403.319824
	Iteration 5F: 3 clusters Score -661495.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -661756.812500 Penalty: 4403.319824
	Iteration 6Q: 3 clusters Score -661756.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -661996.000000 Penalty: 4403.319824
	Iteration 7Q: 3 clusters Score -661996 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -662224.750000 Penalty: 4403.319824
	Iteration 8Q: 3 clusters Score -662224.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -662461.625000 Penalty: 4403.319824
	Iteration 9Q: 3 clusters Score -662461.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -662689.500000 Penalty: 4403.319824
	Iteration 10Q: 3 clusters Score -662689.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -662854.187500 Penalty: 4403.319824
	Iteration 11Q: 3 clusters Score -662854.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -662962.625000 Penalty: 4403.319824
	Iteration 12Q: 3 clusters Score -662962.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -663029.937500 Penalty: 4403.319824
	Iteration 13Q: 3 clusters Score -663029.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -663077.437500 Penalty: 4403.319824
	Iteration 14Q: 3 clusters Score -663077.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -663116.625000 Penalty: 4403.319824
	Iteration 15Q: 3 clusters Score -663116.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -663146.625000 Penalty: 4403.319824
	Iteration 16Q: 3 clusters Score -663146.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -663178.625000 Penalty: 4403.319824
	Iteration 17Q: 3 clusters Score -663178.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -663196.375000 Penalty: 4403.319824
	Iteration 18Q: 3 clusters Score -663196.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -663222.312500 Penalty: 4403.319824
	Iteration 19Q: 3 clusters Score -663222.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -663244.375000 Penalty: 4403.319824
	Iteration 20F: 3 clusters Score -663244.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -663258.125000 Penalty: 4403.319824
	Iteration 21Q: 3 clusters Score -663258.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -663268.750000 Penalty: 4403.319824
	Iteration 22Q: 3 clusters Score -663268.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -663276.812500 Penalty: 4403.319824
	Iteration 23Q: 3 clusters Score -663276.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -663288.875000 Penalty: 4403.319824
	Iteration 24Q: 3 clusters Score -663288.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -663301.250000 Penalty: 4403.319824
	Iteration 25Q: 3 clusters Score -663301.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -663313.437500 Penalty: 4403.319824
	Iteration 26Q: 3 clusters Score -663313.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -663327.625000 Penalty: 4403.319824
	Iteration 27Q: 3 clusters Score -663327.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -663347.125000 Penalty: 4403.319824
	Iteration 28Q: 3 clusters Score -663347.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -663370.500000 Penalty: 4403.319824
	Iteration 29Q: 3 clusters Score -663370.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -663397.125000 Penalty: 4403.319824
	Iteration 30Q: 3 clusters Score -663397.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -663424.562500 Penalty: 4403.319824
	Iteration 31Q: 3 clusters Score -663424.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -663453.312500 Penalty: 4403.319824
	Iteration 32Q: 3 clusters Score -663453.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -663483.437500 Penalty: 4403.319824
	Iteration 33Q: 3 clusters Score -663483.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -663509.187500 Penalty: 4403.319824
	Iteration 34Q: 3 clusters Score -663509.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -663530.812500 Penalty: 4403.319824
	Iteration 35Q: 3 clusters Score -663530.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -663556.437500 Penalty: 4403.319824
	Iteration 36Q: 3 clusters Score -663556.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -663582.562500 Penalty: 4403.319824
	Iteration 37Q: 3 clusters Score -663582.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -663596.125000 Penalty: 4403.319824
	Iteration 38Q: 3 clusters Score -663596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -663603.250000 Penalty: 4403.319824
	Iteration 39Q: 3 clusters Score -663603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -663611.312500 Penalty: 4403.319824
	Iteration 40F: 3 clusters Score -663611.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -663617.250000 Penalty: 4403.319824
	Iteration 41Q: 3 clusters Score -663617.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -663623.812500 Penalty: 4403.319824
	Iteration 42Q: 3 clusters Score -663623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -663626.937500 Penalty: 4403.319824
	Iteration 43Q: 3 clusters Score -663626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -663633.000000 Penalty: 4403.319824
	Iteration 44Q: 3 clusters Score -663633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -663634.375000 Penalty: 4403.319824
	Iteration 45Q: 3 clusters Score -663634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -663635.187500 Penalty: 4403.319824
	Iteration 46Q: 3 clusters Score -663635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -663635.125000 Penalty: 4403.319824
	Iteration 47Q: 3 clusters Score -663635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -663636.000000 Penalty: 4403.319824
	Iteration 48Q: 3 clusters Score -663636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -663637.125000 Penalty: 4403.319824
	Iteration 49Q: 3 clusters Score -663637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -663637.125000 Penalty: 4403.319824
	Iteration 50F: 3 clusters Score -663637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -161221.218750 Penalty: 1866.625977
	Iteration 0F: 2 clusters Score -161221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -158708.734375 Penalty: 3733.251953
	Iteration 0F: 3 clusters Score -158708.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -159280.515625 Penalty: 3733.251953
	Iteration 1F: 3 clusters Score -159280.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159549.890625 Penalty: 3733.251953
	Iteration 2F: 3 clusters Score -159549.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -159774.375000 Penalty: 3733.251953
	Iteration 3F: 3 clusters Score -159774.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -159983.000000 Penalty: 3733.251953
	Iteration 4F: 3 clusters Score -159983 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -160221.000000 Penalty: 3733.251953
	Iteration 5F: 3 clusters Score -160221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160391.500000 Penalty: 3733.251953
	Iteration 6F: 3 clusters Score -160391.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160477.750000 Penalty: 3733.251953
	Iteration 7Q: 3 clusters Score -160477.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160519.531250 Penalty: 3733.251953
	Iteration 8Q: 3 clusters Score -160519.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160542.171875 Penalty: 3733.251953
	Iteration 9Q: 3 clusters Score -160542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160550.296875 Penalty: 3733.251953
	Iteration 10Q: 3 clusters Score -160550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160554.296875 Penalty: 3733.251953
	Iteration 11Q: 3 clusters Score -160554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160559.046875 Penalty: 3733.251953
	Iteration 12Q: 3 clusters Score -160559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160563.312500 Penalty: 3733.251953
	Iteration 13Q: 3 clusters Score -160563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160568.218750 Penalty: 3733.251953
	Iteration 14Q: 3 clusters Score -160568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160572.031250 Penalty: 3733.251953
	Iteration 15Q: 3 clusters Score -160572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160576.531250 Penalty: 3733.251953
	Iteration 16Q: 3 clusters Score -160576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160579.609375 Penalty: 3733.251953
	Iteration 17Q: 3 clusters Score -160579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160583.375000 Penalty: 3733.251953
	Iteration 18Q: 3 clusters Score -160583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160587.640625 Penalty: 3733.251953
	Iteration 19Q: 3 clusters Score -160587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160593.734375 Penalty: 3733.251953
	Iteration 20F: 3 clusters Score -160593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160594.500000 Penalty: 3733.251953
	Iteration 21Q: 3 clusters Score -160594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160594.500000 Penalty: 3733.251953
	Iteration 22F: 3 clusters Score -160594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -377467.375000 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -377467.4 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 2094 members 
Entering Unmasked Estep 
Score: -373401.875000 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -373401.9 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -374412.812500 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -374412.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -374819.187500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -374819.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -375315.781250 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -375315.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -375947.625000 Penalty: 4145.316895
	Iteration 4F: 3 clusters Score -375947.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -376433.500000 Penalty: 4145.316895
	Iteration 5F: 3 clusters Score -376433.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -376753.156250 Penalty: 4145.316895
	Iteration 6F: 3 clusters Score -376753.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -376926.687500 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -376926.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -377037.125000 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -377037.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -377088.625000 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -377088.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -377106.843750 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -377106.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -377121.562500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -377121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -377134.375000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -377134.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -377144.531250 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -377144.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -377150.218750 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -377150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -377154.375000 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -377154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -377158.093750 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -377158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377161.437500 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -377161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377162.312500 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -377162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -377164.656250 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -377164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -377165.468750 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -377165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -377165.343750 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -377165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -377165.343750 Penalty: 4145.316895
	Iteration 22F: 3 clusters Score -377165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Entering Unmasked Estep 
Score: -2415943.250000 Penalty: 2510.151367
	Iteration 0F: 2 clusters Score -2415943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2398691.000000 Penalty: 5020.302734
	Iteration 0F: 3 clusters Score -2398691 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2404845.250000 Penalty: 5020.302734
	Iteration 1F: 3 clusters Score -2404845 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2405400.750000 Penalty: 5020.302734
	Iteration 2F: 3 clusters Score -2405401 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2405980.500000 Penalty: 5020.302734
	Iteration 3F: 3 clusters Score -2405980 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2406603.000000 Penalty: 5020.302734
	Iteration 4F: 3 clusters Score -2406603 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2407291.750000 Penalty: 5020.302734
	Iteration 5F: 3 clusters Score -2407292 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2408079.000000 Penalty: 5020.302734
	Iteration 6F: 3 clusters Score -2408079 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2408930.250000 Penalty: 5020.302734
	Iteration 7F: 3 clusters Score -2408930 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2409743.000000 Penalty: 5020.302734
	Iteration 8F: 3 clusters Score -2409743 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2410574.750000 Penalty: 5020.302734
	Iteration 9F: 3 clusters Score -2410575 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2411282.500000 Penalty: 5020.302734
	Iteration 10Q: 3 clusters Score -2411282 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2411898.000000 Penalty: 5020.302734
	Iteration 11Q: 3 clusters Score -2411898 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2412428.500000 Penalty: 5020.302734
	Iteration 12Q: 3 clusters Score -2412428 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2412833.250000 Penalty: 5020.302734
	Iteration 13Q: 3 clusters Score -2412833 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2413122.000000 Penalty: 5020.302734
	Iteration 14Q: 3 clusters Score -2413122 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2413315.750000 Penalty: 5020.302734
	Iteration 15Q: 3 clusters Score -2413316 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2413451.500000 Penalty: 5020.302734
	Iteration 16Q: 3 clusters Score -2413452 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2413548.250000 Penalty: 5020.302734
	Iteration 17Q: 3 clusters Score -2413548 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2413614.750000 Penalty: 5020.302734
	Iteration 18Q: 3 clusters Score -2413615 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2413681.250000 Penalty: 5020.302734
	Iteration 19Q: 3 clusters Score -2413681 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2413732.000000 Penalty: 5020.302734
	Iteration 20F: 3 clusters Score -2413732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2413773.250000 Penalty: 5020.302734
	Iteration 21Q: 3 clusters Score -2413773 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2413813.750000 Penalty: 5020.302734
	Iteration 22Q: 3 clusters Score -2413814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2413847.750000 Penalty: 5020.302734
	Iteration 23Q: 3 clusters Score -2413848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2413869.750000 Penalty: 5020.302734
	Iteration 24Q: 3 clusters Score -2413870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2413905.500000 Penalty: 5020.302734
	Iteration 25Q: 3 clusters Score -2413906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2413953.250000 Penalty: 5020.302734
	Iteration 26Q: 3 clusters Score -2413953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2413978.250000 Penalty: 5020.302734
	Iteration 27Q: 3 clusters Score -2413978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2414004.750000 Penalty: 5020.302734
	Iteration 28Q: 3 clusters Score -2414005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2414010.750000 Penalty: 5020.302734
	Iteration 29Q: 3 clusters Score -2414011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2414016.500000 Penalty: 5020.302734
	Iteration 30Q: 3 clusters Score -2414016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2414031.250000 Penalty: 5020.302734
	Iteration 31Q: 3 clusters Score -2414031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2414043.250000 Penalty: 5020.302734
	Iteration 32Q: 3 clusters Score -2414043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2414054.750000 Penalty: 5020.302734
	Iteration 33Q: 3 clusters Score -2414055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2414062.250000 Penalty: 5020.302734
	Iteration 34Q: 3 clusters Score -2414062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2414075.500000 Penalty: 5020.302734
	Iteration 35Q: 3 clusters Score -2414076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2414078.250000 Penalty: 5020.302734
	Iteration 36Q: 3 clusters Score -2414078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2414079.750000 Penalty: 5020.302734
	Iteration 37Q: 3 clusters Score -2414080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2414075.750000 Penalty: 5020.302734
	Iteration 38Q: 3 clusters Score -2414076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2414079.500000 Penalty: 5020.302734
	Iteration 39Q: 3 clusters Score -2414080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2414081.750000 Penalty: 5020.302734
	Iteration 40F: 3 clusters Score -2414082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2414086.250000 Penalty: 5020.302734
	Iteration 41Q: 3 clusters Score -2414086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2414087.000000 Penalty: 5020.302734
	Iteration 42Q: 3 clusters Score -2414087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2414086.250000 Penalty: 5020.302734
	Iteration 43Q: 3 clusters Score -2414086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2414089.750000 Penalty: 5020.302734
	Iteration 44Q: 3 clusters Score -2414090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2414090.500000 Penalty: 5020.302734
	Iteration 45Q: 3 clusters Score -2414090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2414084.750000 Penalty: 5020.302734
	Iteration 46Q: 3 clusters Score -2414085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2414084.750000 Penalty: 5020.302734
	Iteration 47F: 3 clusters Score -2414085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -157525.187500 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -157525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -155113.375000 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -155113.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -155569.000000 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -155569 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -155693.734375 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -155693.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -155773.453125 Penalty: 3703.815918
	Iteration 3Q: 3 clusters Score -155773.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -155821.875000 Penalty: 3703.815918
	Iteration 4Q: 3 clusters Score -155821.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155861.421875 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -155861.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -155890.781250 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -155890.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -155922.343750 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -155922.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -155949.328125 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -155949.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -155967.968750 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -155968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -155981.328125 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -155981.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -155997.468750 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -155997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156012.406250 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -156012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156021.718750 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -156021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156027.859375 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -156027.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156035.734375 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -156035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -156050.000000 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -156050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156063.140625 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -156063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156070.000000 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -156070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156081.406250 Penalty: 3703.815918
	Iteration 19Q: 3 clusters Score -156081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156098.671875 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -156098.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156116.781250 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -156116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156131.968750 Penalty: 3703.815918
	Iteration 22Q: 3 clusters Score -156132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156144.609375 Penalty: 3703.815918
	Iteration 23Q: 3 clusters Score -156144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156159.750000 Penalty: 3703.815918
	Iteration 24Q: 3 clusters Score -156159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -156173.421875 Penalty: 3703.815918
	Iteration 25Q: 3 clusters Score -156173.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -156182.171875 Penalty: 3703.815918
	Iteration 26Q: 3 clusters Score -156182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -156188.671875 Penalty: 3703.815918
	Iteration 27Q: 3 clusters Score -156188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -156192.203125 Penalty: 3703.815918
	Iteration 28Q: 3 clusters Score -156192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -156199.343750 Penalty: 3703.815918
	Iteration 29Q: 3 clusters Score -156199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156201.484375 Penalty: 3703.815918
	Iteration 30Q: 3 clusters Score -156201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156203.078125 Penalty: 3703.815918
	Iteration 31Q: 3 clusters Score -156203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156205.421875 Penalty: 3703.815918
	Iteration 32Q: 3 clusters Score -156205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156205.750000 Penalty: 3703.815918
	Iteration 33Q: 3 clusters Score -156205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156205.750000 Penalty: 3703.815918
	Iteration 34F: 3 clusters Score -156205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -882905.875000 Penalty: 2250.452637
	Iteration 0F: 2 clusters Score -882905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -876044.625000 Penalty: 4500.905273
	Iteration 0F: 3 clusters Score -876044.6 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -877931.750000 Penalty: 4500.905273
	Iteration 1F: 3 clusters Score -877931.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -878191.687500 Penalty: 4500.905273
	Iteration 2F: 3 clusters Score -878191.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -878366.500000 Penalty: 4500.905273
	Iteration 3Q: 3 clusters Score -878366.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -878533.625000 Penalty: 4500.905273
	Iteration 4Q: 3 clusters Score -878533.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -878692.375000 Penalty: 4500.905273
	Iteration 5Q: 3 clusters Score -878692.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -878835.687500 Penalty: 4500.905273
	Iteration 6Q: 3 clusters Score -878835.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -878972.875000 Penalty: 4500.905273
	Iteration 7Q: 3 clusters Score -878972.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -879127.250000 Penalty: 4500.905273
	Iteration 8Q: 3 clusters Score -879127.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -879310.250000 Penalty: 4500.905273
	Iteration 9Q: 3 clusters Score -879310.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -879544.250000 Penalty: 4500.905273
	Iteration 10Q: 3 clusters Score -879544.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -879798.062500 Penalty: 4500.905273
	Iteration 11Q: 3 clusters Score -879798.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -880006.000000 Penalty: 4500.905273
	Iteration 12Q: 3 clusters Score -880006 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -880206.500000 Penalty: 4500.905273
	Iteration 13Q: 3 clusters Score -880206.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -880380.625000 Penalty: 4500.905273
	Iteration 14Q: 3 clusters Score -880380.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -880522.125000 Penalty: 4500.905273
	Iteration 15Q: 3 clusters Score -880522.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -880604.937500 Penalty: 4500.905273
	Iteration 16Q: 3 clusters Score -880604.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -880665.125000 Penalty: 4500.905273
	Iteration 17Q: 3 clusters Score -880665.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -880704.937500 Penalty: 4500.905273
	Iteration 18Q: 3 clusters Score -880704.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -880741.500000 Penalty: 4500.905273
	Iteration 19Q: 3 clusters Score -880741.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -880777.187500 Penalty: 4500.905273
	Iteration 20F: 3 clusters Score -880777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -880800.875000 Penalty: 4500.905273
	Iteration 21Q: 3 clusters Score -880800.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -880820.062500 Penalty: 4500.905273
	Iteration 22Q: 3 clusters Score -880820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -880836.562500 Penalty: 4500.905273
	Iteration 23Q: 3 clusters Score -880836.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -880844.500000 Penalty: 4500.905273
	Iteration 24Q: 3 clusters Score -880844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -880848.562500 Penalty: 4500.905273
	Iteration 25Q: 3 clusters Score -880848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -880850.937500 Penalty: 4500.905273
	Iteration 26Q: 3 clusters Score -880850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -880859.562500 Penalty: 4500.905273
	Iteration 27Q: 3 clusters Score -880859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -880866.937500 Penalty: 4500.905273
	Iteration 28Q: 3 clusters Score -880866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -880876.250000 Penalty: 4500.905273
	Iteration 29Q: 3 clusters Score -880876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -880890.125000 Penalty: 4500.905273
	Iteration 30Q: 3 clusters Score -880890.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -880905.375000 Penalty: 4500.905273
	Iteration 31Q: 3 clusters Score -880905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -880913.437500 Penalty: 4500.905273
	Iteration 32Q: 3 clusters Score -880913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -880920.000000 Penalty: 4500.905273
	Iteration 33Q: 3 clusters Score -880920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -880927.875000 Penalty: 4500.905273
	Iteration 34Q: 3 clusters Score -880927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -880930.062500 Penalty: 4500.905273
	Iteration 35Q: 3 clusters Score -880930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -880933.875000 Penalty: 4500.905273
	Iteration 36Q: 3 clusters Score -880933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -880936.687500 Penalty: 4500.905273
	Iteration 37Q: 3 clusters Score -880936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -880942.812500 Penalty: 4500.905273
	Iteration 38Q: 3 clusters Score -880942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -880944.312500 Penalty: 4500.905273
	Iteration 39Q: 3 clusters Score -880944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -880948.937500 Penalty: 4500.905273
	Iteration 40F: 3 clusters Score -880948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Entering Unmasked Estep 
Score: -3504966.500000 Penalty: 2595.564453
	Iteration 0F: 2 clusters Score -3504966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3481186.000000 Penalty: 5191.128906
	Iteration 0F: 3 clusters Score -3481186 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3489853.500000 Penalty: 5191.128906
	Iteration 1F: 3 clusters Score -3489854 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3490573.000000 Penalty: 5191.128906
	Iteration 2F: 3 clusters Score -3490573 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3491372.000000 Penalty: 5191.128906
	Iteration 3F: 3 clusters Score -3491372 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3492566.250000 Penalty: 5191.128906
	Iteration 4F: 3 clusters Score -3492566 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3494162.000000 Penalty: 5191.128906
	Iteration 5F: 3 clusters Score -3494162 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3495986.250000 Penalty: 5191.128906
	Iteration 6F: 3 clusters Score -3495986 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3497642.250000 Penalty: 5191.128906
	Iteration 7F: 3 clusters Score -3497642 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3498939.500000 Penalty: 5191.128906
	Iteration 8F: 3 clusters Score -3498940 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3499963.750000 Penalty: 5191.128906
	Iteration 9Q: 3 clusters Score -3499964 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3500717.250000 Penalty: 5191.128906
	Iteration 10Q: 3 clusters Score -3500717 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3501329.500000 Penalty: 5191.128906
	Iteration 11Q: 3 clusters Score -3501330 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3501790.000000 Penalty: 5191.128906
	Iteration 12Q: 3 clusters Score -3501790 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -3502110.000000 Penalty: 5191.128906
	Iteration 13Q: 3 clusters Score -3502110 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3502327.000000 Penalty: 5191.128906
	Iteration 14Q: 3 clusters Score -3502327 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -3502493.250000 Penalty: 5191.128906
	Iteration 15Q: 3 clusters Score -3502493 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -3502630.250000 Penalty: 5191.128906
	Iteration 16Q: 3 clusters Score -3502630 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3502701.250000 Penalty: 5191.128906
	Iteration 17Q: 3 clusters Score -3502701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -3502751.750000 Penalty: 5191.128906
	Iteration 18Q: 3 clusters Score -3502752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -3502790.250000 Penalty: 5191.128906
	Iteration 19Q: 3 clusters Score -3502790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -3502802.500000 Penalty: 5191.128906
	Iteration 20F: 3 clusters Score -3502802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3502825.500000 Penalty: 5191.128906
	Iteration 21Q: 3 clusters Score -3502826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3502840.750000 Penalty: 5191.128906
	Iteration 22Q: 3 clusters Score -3502841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3502850.500000 Penalty: 5191.128906
	Iteration 23Q: 3 clusters Score -3502850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3502855.750000 Penalty: 5191.128906
	Iteration 24Q: 3 clusters Score -3502856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3502862.000000 Penalty: 5191.128906
	Iteration 25Q: 3 clusters Score -3502862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -3502874.500000 Penalty: 5191.128906
	Iteration 26Q: 3 clusters Score -3502874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -3502880.750000 Penalty: 5191.128906
	Iteration 27Q: 3 clusters Score -3502881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -3502876.500000 Penalty: 5191.128906
	Iteration 28Q: 3 clusters Score -3502876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3502880.500000 Penalty: 5191.128906
	Iteration 29Q: 3 clusters Score -3502880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3502879.250000 Penalty: 5191.128906
	Iteration 30Q: 3 clusters Score -3502879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3502880.000000 Penalty: 5191.128906
	Iteration 31Q: 3 clusters Score -3502880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -3502882.500000 Penalty: 5191.128906
	Iteration 32Q: 3 clusters Score -3502882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3502879.500000 Penalty: 5191.128906
	Iteration 33Q: 3 clusters Score -3502880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3502878.000000 Penalty: 5191.128906
	Iteration 34Q: 3 clusters Score -3502878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3502875.250000 Penalty: 5191.128906
	Iteration 35Q: 3 clusters Score -3502875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3502877.000000 Penalty: 5191.128906
	Iteration 36Q: 3 clusters Score -3502877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3502879.000000 Penalty: 5191.128906
	Iteration 37Q: 3 clusters Score -3502879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -3502881.750000 Penalty: 5191.128906
	Iteration 38Q: 3 clusters Score -3502882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3502881.750000 Penalty: 5191.128906
	Iteration 39Q: 3 clusters Score -3502882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3502884.250000 Penalty: 5191.128906
	Iteration 40F: 3 clusters Score -3502884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -3502891.750000 Penalty: 5191.128906
	Iteration 41Q: 3 clusters Score -3502892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3502892.250000 Penalty: 5191.128906
	Iteration 42Q: 3 clusters Score -3502892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -3502892.750000 Penalty: 5191.128906
	Iteration 43Q: 3 clusters Score -3502893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3502893.250000 Penalty: 5191.128906
	Iteration 44Q: 3 clusters Score -3502893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3502891.500000 Penalty: 5191.128906
	Iteration 45Q: 3 clusters Score -3502892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3502891.250000 Penalty: 5191.128906
	Iteration 46Q: 3 clusters Score -3502891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3502892.500000 Penalty: 5191.128906
	Iteration 47Q: 3 clusters Score -3502892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3502892.500000 Penalty: 5191.128906
	Iteration 48F: 3 clusters Score -3502892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -600309.500000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -600309.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -595102.062500 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -595102.1 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -596524.187500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -596524.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -596798.125000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -596798.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -596982.937500 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -596982.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -597130.625000 Penalty: 4326.964844
	Iteration 4Q: 3 clusters Score -597130.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -597251.000000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -597251 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -597376.437500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -597376.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -597501.875000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -597501.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -597614.500000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -597614.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -597722.625000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -597722.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -597853.250000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -597853.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -597969.812500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -597969.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -598088.812500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -598088.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -598185.375000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -598185.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -598269.125000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -598269.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -598335.625000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -598335.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -598389.375000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -598389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -598417.812500 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -598417.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -598443.187500 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -598443.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -598462.812500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -598462.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -598479.437500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -598479.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -598493.437500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -598493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -598499.187500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -598499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -598508.437500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -598508.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -598518.937500 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -598518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -598529.437500 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -598529.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -598542.812500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -598542.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -598559.562500 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -598559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -598568.750000 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -598568.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -598577.375000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -598577.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -598587.125000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -598587.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -598593.125000 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -598593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -598596.312500 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -598596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -598598.500000 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -598598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -598600.250000 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -598600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -598603.062500 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -598603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -598604.937500 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -598604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -598606.375000 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -598606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -598606.687500 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -598606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -598606.687500 Penalty: 4326.964844
	Iteration 39F: 3 clusters Score -598606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Entering Unmasked Estep 
Score: -1183668.250000 Penalty: 2340.592773
	Iteration 0F: 2 clusters Score -1183668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1174415.000000 Penalty: 4681.185547
	Iteration 0F: 3 clusters Score -1174415 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1177420.000000 Penalty: 4681.185547
	Iteration 1F: 3 clusters Score -1177420 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1177940.375000 Penalty: 4681.185547
	Iteration 2F: 3 clusters Score -1177940 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1178597.750000 Penalty: 4681.185547
	Iteration 3F: 3 clusters Score -1178598 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1179414.625000 Penalty: 4681.185547
	Iteration 4F: 3 clusters Score -1179415 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1180175.750000 Penalty: 4681.185547
	Iteration 5F: 3 clusters Score -1180176 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1180825.250000 Penalty: 4681.185547
	Iteration 6F: 3 clusters Score -1180825 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1181326.875000 Penalty: 4681.185547
	Iteration 7F: 3 clusters Score -1181327 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1181691.875000 Penalty: 4681.185547
	Iteration 8Q: 3 clusters Score -1181692 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1181925.875000 Penalty: 4681.185547
	Iteration 9Q: 3 clusters Score -1181926 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1182060.625000 Penalty: 4681.185547
	Iteration 10Q: 3 clusters Score -1182061 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1182135.000000 Penalty: 4681.185547
	Iteration 11Q: 3 clusters Score -1182135 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1182177.875000 Penalty: 4681.185547
	Iteration 12Q: 3 clusters Score -1182178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1182211.875000 Penalty: 4681.185547
	Iteration 13Q: 3 clusters Score -1182212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1182228.375000 Penalty: 4681.185547
	Iteration 14Q: 3 clusters Score -1182228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1182245.875000 Penalty: 4681.185547
	Iteration 15Q: 3 clusters Score -1182246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1182263.875000 Penalty: 4681.185547
	Iteration 16Q: 3 clusters Score -1182264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1182280.875000 Penalty: 4681.185547
	Iteration 17Q: 3 clusters Score -1182281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1182293.125000 Penalty: 4681.185547
	Iteration 18Q: 3 clusters Score -1182293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1182309.500000 Penalty: 4681.185547
	Iteration 19Q: 3 clusters Score -1182310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1182321.750000 Penalty: 4681.185547
	Iteration 20F: 3 clusters Score -1182322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1182340.375000 Penalty: 4681.185547
	Iteration 21Q: 3 clusters Score -1182340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1182356.000000 Penalty: 4681.185547
	Iteration 22Q: 3 clusters Score -1182356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1182368.875000 Penalty: 4681.185547
	Iteration 23Q: 3 clusters Score -1182369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1182396.500000 Penalty: 4681.185547
	Iteration 24Q: 3 clusters Score -1182396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1182408.750000 Penalty: 4681.185547
	Iteration 25Q: 3 clusters Score -1182409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1182425.500000 Penalty: 4681.185547
	Iteration 26Q: 3 clusters Score -1182426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1182434.750000 Penalty: 4681.185547
	Iteration 27Q: 3 clusters Score -1182435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1182446.250000 Penalty: 4681.185547
	Iteration 28Q: 3 clusters Score -1182446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1182460.000000 Penalty: 4681.185547
	Iteration 29Q: 3 clusters Score -1182460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1182469.375000 Penalty: 4681.185547
	Iteration 30Q: 3 clusters Score -1182469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1182473.500000 Penalty: 4681.185547
	Iteration 31Q: 3 clusters Score -1182474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1182476.000000 Penalty: 4681.185547
	Iteration 32Q: 3 clusters Score -1182476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1182484.125000 Penalty: 4681.185547
	Iteration 33Q: 3 clusters Score -1182484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1182487.500000 Penalty: 4681.185547
	Iteration 34Q: 3 clusters Score -1182488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1182496.625000 Penalty: 4681.185547
	Iteration 35Q: 3 clusters Score -1182497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1182497.625000 Penalty: 4681.185547
	Iteration 36Q: 3 clusters Score -1182498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1182501.250000 Penalty: 4681.185547
	Iteration 37Q: 3 clusters Score -1182501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1182506.500000 Penalty: 4681.185547
	Iteration 38Q: 3 clusters Score -1182506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1182511.250000 Penalty: 4681.185547
	Iteration 39Q: 3 clusters Score -1182511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1182515.000000 Penalty: 4681.185547
	Iteration 40F: 3 clusters Score -1182515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1182515.750000 Penalty: 4681.185547
	Iteration 41Q: 3 clusters Score -1182516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1182517.875000 Penalty: 4681.185547
	Iteration 42Q: 3 clusters Score -1182518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1182518.125000 Penalty: 4681.185547
	Iteration 43Q: 3 clusters Score -1182518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1182518.000000 Penalty: 4681.185547
	Iteration 44Q: 3 clusters Score -1182518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1182523.125000 Penalty: 4681.185547
	Iteration 45Q: 3 clusters Score -1182523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1182524.625000 Penalty: 4681.185547
	Iteration 46Q: 3 clusters Score -1182525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1182527.875000 Penalty: 4681.185547
	Iteration 47Q: 3 clusters Score -1182528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1182531.375000 Penalty: 4681.185547
	Iteration 48Q: 3 clusters Score -1182531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1182532.250000 Penalty: 4681.185547
	Iteration 49Q: 3 clusters Score -1182532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1182535.500000 Penalty: 4681.185547
	Iteration 50Q: 3 clusters Score -1182536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1182532.375000 Penalty: 4681.185547
	Iteration 51Q: 3 clusters Score -1182532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1182534.125000 Penalty: 4681.185547
	Iteration 52Q: 3 clusters Score -1182534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1182536.625000 Penalty: 4681.185547
	Iteration 53Q: 3 clusters Score -1182537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182535.500000 Penalty: 4681.185547
	Iteration 54Q: 3 clusters Score -1182536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1182539.000000 Penalty: 4681.185547
	Iteration 55Q: 3 clusters Score -1182539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1182537.000000 Penalty: 4681.185547
	Iteration 56Q: 3 clusters Score -1182537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182534.125000 Penalty: 4681.185547
	Iteration 57Q: 3 clusters Score -1182534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182533.750000 Penalty: 4681.185547
	Iteration 58Q: 3 clusters Score -1182534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182531.875000 Penalty: 4681.185547
	Iteration 59Q: 3 clusters Score -1182532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1182533.625000 Penalty: 4681.185547
	Iteration 60F: 3 clusters Score -1182534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182533.000000 Penalty: 4681.185547
	Iteration 61Q: 3 clusters Score -1182533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182535.125000 Penalty: 4681.185547
	Iteration 62Q: 3 clusters Score -1182535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1182536.875000 Penalty: 4681.185547
	Iteration 63Q: 3 clusters Score -1182537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1182537.375000 Penalty: 4681.185547
	Iteration 64Q: 3 clusters Score -1182537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1182538.375000 Penalty: 4681.185547
	Iteration 65Q: 3 clusters Score -1182538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1182537.250000 Penalty: 4681.185547
	Iteration 66Q: 3 clusters Score -1182537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1182537.250000 Penalty: 4681.185547
	Iteration 67F: 3 clusters Score -1182537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Entering Unmasked Estep 
Score: -1342692.250000 Penalty: 2386.695801
	Iteration 0F: 2 clusters Score -1342692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1331731.000000 Penalty: 4773.391602
	Iteration 0F: 3 clusters Score -1331731 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1335491.250000 Penalty: 4773.391602
	Iteration 1F: 3 clusters Score -1335491 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1336296.500000 Penalty: 4773.391602
	Iteration 2F: 3 clusters Score -1336296 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1337011.625000 Penalty: 4773.391602
	Iteration 3F: 3 clusters Score -1337012 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1337671.375000 Penalty: 4773.391602
	Iteration 4F: 3 clusters Score -1337671 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1338276.500000 Penalty: 4773.391602
	Iteration 5F: 3 clusters Score -1338276 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1338764.125000 Penalty: 4773.391602
	Iteration 6F: 3 clusters Score -1338764 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1339179.875000 Penalty: 4773.391602
	Iteration 7Q: 3 clusters Score -1339180 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1339587.125000 Penalty: 4773.391602
	Iteration 8Q: 3 clusters Score -1339587 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1339905.125000 Penalty: 4773.391602
	Iteration 9Q: 3 clusters Score -1339905 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1340141.375000 Penalty: 4773.391602
	Iteration 10Q: 3 clusters Score -1340141 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1340282.125000 Penalty: 4773.391602
	Iteration 11Q: 3 clusters Score -1340282 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1340373.625000 Penalty: 4773.391602
	Iteration 12Q: 3 clusters Score -1340374 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1340449.625000 Penalty: 4773.391602
	Iteration 13Q: 3 clusters Score -1340450 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1340507.750000 Penalty: 4773.391602
	Iteration 14Q: 3 clusters Score -1340508 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1340552.750000 Penalty: 4773.391602
	Iteration 15Q: 3 clusters Score -1340553 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1340581.250000 Penalty: 4773.391602
	Iteration 16Q: 3 clusters Score -1340581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1340603.250000 Penalty: 4773.391602
	Iteration 17Q: 3 clusters Score -1340603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1340621.500000 Penalty: 4773.391602
	Iteration 18Q: 3 clusters Score -1340622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1340630.625000 Penalty: 4773.391602
	Iteration 19Q: 3 clusters Score -1340631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1340640.625000 Penalty: 4773.391602
	Iteration 20F: 3 clusters Score -1340641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1340651.875000 Penalty: 4773.391602
	Iteration 21Q: 3 clusters Score -1340652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1340665.875000 Penalty: 4773.391602
	Iteration 22Q: 3 clusters Score -1340666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1340676.375000 Penalty: 4773.391602
	Iteration 23Q: 3 clusters Score -1340676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1340691.000000 Penalty: 4773.391602
	Iteration 24Q: 3 clusters Score -1340691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1340706.500000 Penalty: 4773.391602
	Iteration 25Q: 3 clusters Score -1340706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1340724.000000 Penalty: 4773.391602
	Iteration 26Q: 3 clusters Score -1340724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1340741.250000 Penalty: 4773.391602
	Iteration 27Q: 3 clusters Score -1340741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1340755.750000 Penalty: 4773.391602
	Iteration 28Q: 3 clusters Score -1340756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1340770.750000 Penalty: 4773.391602
	Iteration 29Q: 3 clusters Score -1340771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1340772.875000 Penalty: 4773.391602
	Iteration 30Q: 3 clusters Score -1340773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1340788.750000 Penalty: 4773.391602
	Iteration 31Q: 3 clusters Score -1340789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1340798.750000 Penalty: 4773.391602
	Iteration 32Q: 3 clusters Score -1340799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1340811.375000 Penalty: 4773.391602
	Iteration 33Q: 3 clusters Score -1340811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1340815.500000 Penalty: 4773.391602
	Iteration 34Q: 3 clusters Score -1340816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1340821.500000 Penalty: 4773.391602
	Iteration 35Q: 3 clusters Score -1340822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1340833.125000 Penalty: 4773.391602
	Iteration 36Q: 3 clusters Score -1340833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1340841.250000 Penalty: 4773.391602
	Iteration 37Q: 3 clusters Score -1340841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1340864.125000 Penalty: 4773.391602
	Iteration 38Q: 3 clusters Score -1340864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1340883.875000 Penalty: 4773.391602
	Iteration 39Q: 3 clusters Score -1340884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1340903.875000 Penalty: 4773.391602
	Iteration 40F: 3 clusters Score -1340904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1340920.125000 Penalty: 4773.391602
	Iteration 41Q: 3 clusters Score -1340920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1340943.375000 Penalty: 4773.391602
	Iteration 42Q: 3 clusters Score -1340943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1340971.750000 Penalty: 4773.391602
	Iteration 43Q: 3 clusters Score -1340972 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1340993.875000 Penalty: 4773.391602
	Iteration 44Q: 3 clusters Score -1340994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1341020.750000 Penalty: 4773.391602
	Iteration 45Q: 3 clusters Score -1341021 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1341044.375000 Penalty: 4773.391602
	Iteration 46Q: 3 clusters Score -1341044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1341067.750000 Penalty: 4773.391602
	Iteration 47Q: 3 clusters Score -1341068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1341089.750000 Penalty: 4773.391602
	Iteration 48Q: 3 clusters Score -1341090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1341105.000000 Penalty: 4773.391602
	Iteration 49Q: 3 clusters Score -1341105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1341119.250000 Penalty: 4773.391602
	Iteration 50Q: 3 clusters Score -1341119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1341123.375000 Penalty: 4773.391602
	Iteration 51Q: 3 clusters Score -1341123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1341138.000000 Penalty: 4773.391602
	Iteration 52Q: 3 clusters Score -1341138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1341154.375000 Penalty: 4773.391602
	Iteration 53Q: 3 clusters Score -1341154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1341164.750000 Penalty: 4773.391602
	Iteration 54Q: 3 clusters Score -1341165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1341174.500000 Penalty: 4773.391602
	Iteration 55Q: 3 clusters Score -1341174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1341184.875000 Penalty: 4773.391602
	Iteration 56Q: 3 clusters Score -1341185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1341199.875000 Penalty: 4773.391602
	Iteration 57Q: 3 clusters Score -1341200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1341219.000000 Penalty: 4773.391602
	Iteration 58Q: 3 clusters Score -1341219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1341242.500000 Penalty: 4773.391602
	Iteration 59Q: 3 clusters Score -1341242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1341276.375000 Penalty: 4773.391602
	Iteration 60F: 3 clusters Score -1341276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1341309.875000 Penalty: 4773.391602
	Iteration 61Q: 3 clusters Score -1341310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1341346.875000 Penalty: 4773.391602
	Iteration 62Q: 3 clusters Score -1341347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1341370.500000 Penalty: 4773.391602
	Iteration 63Q: 3 clusters Score -1341370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1341390.500000 Penalty: 4773.391602
	Iteration 64Q: 3 clusters Score -1341390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1341420.375000 Penalty: 4773.391602
	Iteration 65Q: 3 clusters Score -1341420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1341448.000000 Penalty: 4773.391602
	Iteration 66Q: 3 clusters Score -1341448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1341485.875000 Penalty: 4773.391602
	Iteration 67Q: 3 clusters Score -1341486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1341499.375000 Penalty: 4773.391602
	Iteration 68Q: 3 clusters Score -1341499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1341520.250000 Penalty: 4773.391602
	Iteration 69Q: 3 clusters Score -1341520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1341537.875000 Penalty: 4773.391602
	Iteration 70Q: 3 clusters Score -1341538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1341556.125000 Penalty: 4773.391602
	Iteration 71Q: 3 clusters Score -1341556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1341564.125000 Penalty: 4773.391602
	Iteration 72Q: 3 clusters Score -1341564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1341577.125000 Penalty: 4773.391602
	Iteration 73Q: 3 clusters Score -1341577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1341589.125000 Penalty: 4773.391602
	Iteration 74Q: 3 clusters Score -1341589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1341593.125000 Penalty: 4773.391602
	Iteration 75Q: 3 clusters Score -1341593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1341596.375000 Penalty: 4773.391602
	Iteration 76Q: 3 clusters Score -1341596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1341601.750000 Penalty: 4773.391602
	Iteration 77Q: 3 clusters Score -1341602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1341608.000000 Penalty: 4773.391602
	Iteration 78Q: 3 clusters Score -1341608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1341606.375000 Penalty: 4773.391602
	Iteration 79Q: 3 clusters Score -1341606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1341608.250000 Penalty: 4773.391602
	Iteration 80F: 3 clusters Score -1341608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1341609.500000 Penalty: 4773.391602
	Iteration 81Q: 3 clusters Score -1341610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1341617.000000 Penalty: 4773.391602
	Iteration 82Q: 3 clusters Score -1341617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1341618.625000 Penalty: 4773.391602
	Iteration 83Q: 3 clusters Score -1341619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1341626.000000 Penalty: 4773.391602
	Iteration 84Q: 3 clusters Score -1341626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1341633.125000 Penalty: 4773.391602
	Iteration 85Q: 3 clusters Score -1341633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1341632.500000 Penalty: 4773.391602
	Iteration 86Q: 3 clusters Score -1341632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1341632.125000 Penalty: 4773.391602
	Iteration 87Q: 3 clusters Score -1341632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1341635.125000 Penalty: 4773.391602
	Iteration 88Q: 3 clusters Score -1341635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1341635.500000 Penalty: 4773.391602
	Iteration 89Q: 3 clusters Score -1341636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1341637.625000 Penalty: 4773.391602
	Iteration 90Q: 3 clusters Score -1341638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1341639.125000 Penalty: 4773.391602
	Iteration 91Q: 3 clusters Score -1341639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1341640.875000 Penalty: 4773.391602
	Iteration 92Q: 3 clusters Score -1341641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1341641.375000 Penalty: 4773.391602
	Iteration 93Q: 3 clusters Score -1341641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1341643.875000 Penalty: 4773.391602
	Iteration 94Q: 3 clusters Score -1341644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1341644.625000 Penalty: 4773.391602
	Iteration 95Q: 3 clusters Score -1341645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1341644.375000 Penalty: 4773.391602
	Iteration 96Q: 3 clusters Score -1341644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1341646.125000 Penalty: 4773.391602
	Iteration 97Q: 3 clusters Score -1341646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1341647.625000 Penalty: 4773.391602
	Iteration 98Q: 3 clusters Score -1341648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1341648.750000 Penalty: 4773.391602
	Iteration 99Q: 3 clusters Score -1341649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1341648.750000 Penalty: 4773.391602
	Iteration 100F: 3 clusters Score -1341649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -398179.218750 Penalty: 2075.723633
	Iteration 0F: 2 clusters Score -398179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -394160.093750 Penalty: 4151.447266
	Iteration 0F: 3 clusters Score -394160.1 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -395329.500000 Penalty: 4151.447266
	Iteration 1F: 3 clusters Score -395329.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -395752.750000 Penalty: 4151.447266
	Iteration 2F: 3 clusters Score -395752.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -396089.500000 Penalty: 4151.447266
	Iteration 3F: 3 clusters Score -396089.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -396391.781250 Penalty: 4151.447266
	Iteration 4F: 3 clusters Score -396391.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -396622.968750 Penalty: 4151.447266
	Iteration 5F: 3 clusters Score -396623 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -396796.000000 Penalty: 4151.447266
	Iteration 6Q: 3 clusters Score -396796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -396896.375000 Penalty: 4151.447266
	Iteration 7Q: 3 clusters Score -396896.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -396977.281250 Penalty: 4151.447266
	Iteration 8Q: 3 clusters Score -396977.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -397019.562500 Penalty: 4151.447266
	Iteration 9Q: 3 clusters Score -397019.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -397040.500000 Penalty: 4151.447266
	Iteration 10Q: 3 clusters Score -397040.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -397053.937500 Penalty: 4151.447266
	Iteration 11Q: 3 clusters Score -397053.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -397064.531250 Penalty: 4151.447266
	Iteration 12Q: 3 clusters Score -397064.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -397074.968750 Penalty: 4151.447266
	Iteration 13Q: 3 clusters Score -397075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -397083.375000 Penalty: 4151.447266
	Iteration 14Q: 3 clusters Score -397083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -397088.468750 Penalty: 4151.447266
	Iteration 15Q: 3 clusters Score -397088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -397094.562500 Penalty: 4151.447266
	Iteration 16Q: 3 clusters Score -397094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -397100.875000 Penalty: 4151.447266
	Iteration 17Q: 3 clusters Score -397100.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -397105.500000 Penalty: 4151.447266
	Iteration 18Q: 3 clusters Score -397105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -397109.156250 Penalty: 4151.447266
	Iteration 19Q: 3 clusters Score -397109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -397109.812500 Penalty: 4151.447266
	Iteration 20F: 3 clusters Score -397109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -397112.718750 Penalty: 4151.447266
	Iteration 21Q: 3 clusters Score -397112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -397113.812500 Penalty: 4151.447266
	Iteration 22Q: 3 clusters Score -397113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -397114.875000 Penalty: 4151.447266
	Iteration 23Q: 3 clusters Score -397114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -397115.812500 Penalty: 4151.447266
	Iteration 24Q: 3 clusters Score -397115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -397115.812500 Penalty: 4151.447266
	Iteration 25F: 3 clusters Score -397115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -881143.625000 Penalty: 2259.052490
	Iteration 0F: 2 clusters Score -881143.6 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 4544 members 
Entering Unmasked Estep 
Score: -874082.437500 Penalty: 4518.104980
	Iteration 0F: 3 clusters Score -874082.4 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -876115.000000 Penalty: 4518.104980
	Iteration 1F: 3 clusters Score -876115 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -876535.125000 Penalty: 4518.104980
	Iteration 2F: 3 clusters Score -876535.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -877032.562500 Penalty: 4518.104980
	Iteration 3F: 3 clusters Score -877032.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -877681.250000 Penalty: 4518.104980
	Iteration 4F: 3 clusters Score -877681.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -878382.750000 Penalty: 4518.104980
	Iteration 5F: 3 clusters Score -878382.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -879075.437500 Penalty: 4518.104980
	Iteration 6F: 3 clusters Score -879075.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -879699.812500 Penalty: 4518.104980
	Iteration 7F: 3 clusters Score -879699.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -880145.687500 Penalty: 4518.104980
	Iteration 8Q: 3 clusters Score -880145.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -880385.312500 Penalty: 4518.104980
	Iteration 9Q: 3 clusters Score -880385.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -880507.062500 Penalty: 4518.104980
	Iteration 10Q: 3 clusters Score -880507.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -880590.250000 Penalty: 4518.104980
	Iteration 11Q: 3 clusters Score -880590.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -880639.625000 Penalty: 4518.104980
	Iteration 12Q: 3 clusters Score -880639.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -880665.187500 Penalty: 4518.104980
	Iteration 13Q: 3 clusters Score -880665.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -880677.375000 Penalty: 4518.104980
	Iteration 14Q: 3 clusters Score -880677.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -880687.062500 Penalty: 4518.104980
	Iteration 15Q: 3 clusters Score -880687.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -880690.125000 Penalty: 4518.104980
	Iteration 16Q: 3 clusters Score -880690.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -880691.625000 Penalty: 4518.104980
	Iteration 17Q: 3 clusters Score -880691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -880689.750000 Penalty: 4518.104980
	Iteration 18Q: 3 clusters Score -880689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -880690.625000 Penalty: 4518.104980
	Iteration 19Q: 3 clusters Score -880690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -880691.687500 Penalty: 4518.104980
	Iteration 20F: 3 clusters Score -880691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -880692.250000 Penalty: 4518.104980
	Iteration 21Q: 3 clusters Score -880692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -880693.875000 Penalty: 4518.104980
	Iteration 22Q: 3 clusters Score -880693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -880693.875000 Penalty: 4518.104980
	Iteration 23F: 3 clusters Score -880693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Entering Unmasked Estep 
Score: -3028834.250000 Penalty: 2559.357910
	Iteration 0F: 2 clusters Score -3028834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3008001.750000 Penalty: 5118.715820
	Iteration 0F: 3 clusters Score -3008002 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3015728.000000 Penalty: 5118.715820
	Iteration 1F: 3 clusters Score -3015728 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3016350.750000 Penalty: 5118.715820
	Iteration 2F: 3 clusters Score -3016351 nChanged 1491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3016980 nChanged 1353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3017602 nChanged 1435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3018343 nChanged 1571
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3019152 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3019981 nChanged 1493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3020788 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3021550 nChanged 1321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3022185 nChanged 1133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3022692 nChanged 1002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3023112 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3023454 nChanged 709
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Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3023728 nChanged 641
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3023941 nChanged 562
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Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3024161 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3024327 nChanged 452
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Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3024463 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3024622 nChanged 381
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Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3024767 nChanged 411
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Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3024930 nChanged 421
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Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3025100 nChanged 419
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Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3025287 nChanged 426
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Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3025419 nChanged 426
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Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3025552 nChanged 388
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Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3025662 nChanged 340
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Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 12788 members 
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	Iteration 27Q: 3 clusters Score -3025746 nChanged 308
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Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 12542 members 
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	Iteration 28Q: 3 clusters Score -3025814 nChanged 286
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Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 12300 members 
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	Iteration 29Q: 3 clusters Score -3025870 nChanged 274
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Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3025924 nChanged 238
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Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3025960 nChanged 225
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Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3026026 nChanged 247
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Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3026062 nChanged 234
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Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 11158 members 
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	Iteration 34Q: 3 clusters Score -3026098 nChanged 241
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Mstep: Class 1 contains 19414 members 
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	Iteration 35Q: 3 clusters Score -3026154 nChanged 243
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Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 10676 members 
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	Iteration 36Q: 3 clusters Score -3026201 nChanged 236
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Mstep: Class 1 contains 19893 members 
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	Iteration 37Q: 3 clusters Score -3026239 nChanged 244
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Mstep: Class 1 contains 20137 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3026296 nChanged 244
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Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3026343 nChanged 260
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Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3026383 nChanged 250
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Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 9446 members 
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	Iteration 41Q: 3 clusters Score -3026429 nChanged 235
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Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 9211 members 
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	Iteration 42Q: 3 clusters Score -3026469 nChanged 238
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Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 8975 members 
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	Iteration 43Q: 3 clusters Score -3026522 nChanged 223
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Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3026575 nChanged 219
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Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 8539 members 
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	Iteration 45Q: 3 clusters Score -3026600 nChanged 221
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Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3026664 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3026702 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3026762 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3026819 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3026874 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3026946 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3026972 nChanged 216
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Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3027033 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3027084 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3027136 nChanged 237
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Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3027218 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3027288 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3027349 nChanged 207
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Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3027402 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3027442 nChanged 180
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Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 4929 members 
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	Iteration 61Q: 3 clusters Score -3027479 nChanged 138
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Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 4791 members 
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	Iteration 62Q: 3 clusters Score -3027507 nChanged 130
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Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3027526 nChanged 99
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Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 4562 members 
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Score: -3027551.750000 Penalty: 5118.715820
	Iteration 64Q: 3 clusters Score -3027552 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 4467 members 
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	Iteration 65Q: 3 clusters Score -3027560 nChanged 99
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Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3027575 nChanged 83
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Mstep: Class 1 contains 26046 members 
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	Iteration 67Q: 3 clusters Score -3027584 nChanged 69
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Mstep: Class 1 contains 26115 members 
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	Iteration 68Q: 3 clusters Score -3027594 nChanged 65
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Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3027610.250000 Penalty: 5118.715820
	Iteration 69Q: 3 clusters Score -3027610 nChanged 54
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Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3027618.250000 Penalty: 5118.715820
	Iteration 70Q: 3 clusters Score -3027618 nChanged 52
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Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3027625 nChanged 45
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Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3027637 nChanged 45
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Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3027644.500000 Penalty: 5118.715820
	Iteration 73Q: 3 clusters Score -3027644 nChanged 41
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Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3027657 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3027668 nChanged 27
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Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 3860 members 
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	Iteration 76Q: 3 clusters Score -3027674 nChanged 21
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Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 3839 members 
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	Iteration 77Q: 3 clusters Score -3027673 nChanged 14
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Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 3825 members 
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	Iteration 78Q: 3 clusters Score -3027672 nChanged 15
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Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3027674 nChanged 19
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Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 3793 members 
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	Iteration 80F: 3 clusters Score -3027682 nChanged 16
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Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 3783 members 
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	Iteration 81Q: 3 clusters Score -3027685 nChanged 15
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Mstep: Class 1 contains 26565 members 
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	Iteration 82Q: 3 clusters Score -3027684 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 3754 members 
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	Iteration 83Q: 3 clusters Score -3027688 nChanged 14
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Mstep: Class 1 contains 26593 members 
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	Iteration 84Q: 3 clusters Score -3027691 nChanged 15
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Mstep: Class 1 contains 26608 members 
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	Iteration 85Q: 3 clusters Score -3027693 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3027692 nChanged 14
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Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3027691 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
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Entering Unmasked Estep 
Score: -3027694.250000 Penalty: 5118.715820
	Iteration 88Q: 3 clusters Score -3027694 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3027695 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3027697 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
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	Iteration 91Q: 3 clusters Score -3027704 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3027706 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3027705 nChanged 0
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Entering Unmasked Estep 
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	Iteration 94F: 3 clusters Score -3027705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -100953.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -100953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98966.125000 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -98966.12 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99293.125000 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -99293.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99386.234375 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -99386.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99427.156250 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -99427.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99447.820312 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -99447.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99471.148438 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -99471.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99501.328125 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -99501.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99518.640625 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -99518.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99520.414062 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -99520.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99520.414062 Penalty: 3463.039551
	Iteration 9F: 3 clusters Score -99520.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -211226.625000 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -211226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -208201.078125 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -208201.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -208989.968750 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -208990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -209292.750000 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -209292.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209513.140625 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -209513.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -209692.078125 Penalty: 3924.561768
	Iteration 4F: 3 clusters Score -209692.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -209819.906250 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -209819.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -209917.468750 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -209917.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -209998.703125 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -209998.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -210072.562500 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -210072.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -210127.625000 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -210127.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -210169.421875 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -210169.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -210197.765625 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -210197.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210226.062500 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -210226.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -210248.718750 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -210248.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -210273.640625 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -210273.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -210291.031250 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -210291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -210307.265625 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -210307.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -210320.343750 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -210320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210327.281250 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -210327.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -210334.234375 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -210334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210339.281250 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -210339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -210341.312500 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -210341.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210344.609375 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -210344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -210346.187500 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -210346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210347.671875 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -210347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -210351.203125 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -210351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -210353.718750 Penalty: 3924.561768
	Iteration 26Q: 3 clusters Score -210353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -210355.843750 Penalty: 3924.561768
	Iteration 27Q: 3 clusters Score -210355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -210358.390625 Penalty: 3924.561768
	Iteration 28Q: 3 clusters Score -210358.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -210361.078125 Penalty: 3924.561768
	Iteration 29Q: 3 clusters Score -210361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210363.453125 Penalty: 3924.561768
	Iteration 30Q: 3 clusters Score -210363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210366.328125 Penalty: 3924.561768
	Iteration 31Q: 3 clusters Score -210366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210369.203125 Penalty: 3924.561768
	Iteration 32Q: 3 clusters Score -210369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210370.312500 Penalty: 3924.561768
	Iteration 33Q: 3 clusters Score -210370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210374.296875 Penalty: 3924.561768
	Iteration 34Q: 3 clusters Score -210374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -210377.703125 Penalty: 3924.561768
	Iteration 35Q: 3 clusters Score -210377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210381.906250 Penalty: 3924.561768
	Iteration 36Q: 3 clusters Score -210381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210386.156250 Penalty: 3924.561768
	Iteration 37Q: 3 clusters Score -210386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -210390.140625 Penalty: 3924.561768
	Iteration 38Q: 3 clusters Score -210390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -210394.468750 Penalty: 3924.561768
	Iteration 39Q: 3 clusters Score -210394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -210397.609375 Penalty: 3924.561768
	Iteration 40F: 3 clusters Score -210397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -210402.500000 Penalty: 3924.561768
	Iteration 41Q: 3 clusters Score -210402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -210405.187500 Penalty: 3924.561768
	Iteration 42Q: 3 clusters Score -210405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -210406.218750 Penalty: 3924.561768
	Iteration 43Q: 3 clusters Score -210406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210409.640625 Penalty: 3924.561768
	Iteration 44Q: 3 clusters Score -210409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -210413.250000 Penalty: 3924.561768
	Iteration 45Q: 3 clusters Score -210413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -210415.609375 Penalty: 3924.561768
	Iteration 46Q: 3 clusters Score -210415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210416.593750 Penalty: 3924.561768
	Iteration 47Q: 3 clusters Score -210416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210416.593750 Penalty: 3924.561768
	Iteration 48F: 3 clusters Score -210416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -130576.328125 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -130576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128351.898438 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -128351.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128707.406250 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -128707.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128784.453125 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -128784.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128821.281250 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -128821.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -128848.796875 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -128848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128871.898438 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -128871.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128889.273438 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -128889.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128901.390625 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -128901.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128907.828125 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -128907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -128917.273438 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -128917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128919.164062 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -128919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128921.687500 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -128921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128924.937500 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -128924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128926.460938 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -128926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128932.335938 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -128932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128935.562500 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -128935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128937.421875 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -128937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128939.531250 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -128939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128940.156250 Penalty: 3586.359375
	Iteration 18Q: 3 clusters Score -128940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128940.156250 Penalty: 3586.359375
	Iteration 19F: 3 clusters Score -128940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -288440.531250 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -288440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -285274.781250 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -285274.8 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -285913.937500 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -285913.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286106.500000 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -286106.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -286226.156250 Penalty: 3945.020020
	Iteration 3F: 3 clusters Score -286226.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -286307.968750 Penalty: 3945.020020
	Iteration 4Q: 3 clusters Score -286308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -286371.500000 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -286371.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -286424.562500 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -286424.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286463.687500 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -286463.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -286490.343750 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -286490.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -286513.312500 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -286513.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -286530.781250 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -286530.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -286558.656250 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -286558.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -286581.500000 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -286581.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -286600.031250 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -286600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -286613.375000 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -286613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -286621.406250 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -286621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -286627.437500 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -286627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -286631.812500 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -286631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -286633.875000 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -286633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -286637.531250 Penalty: 3945.020020
	Iteration 19Q: 3 clusters Score -286637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -286643.281250 Penalty: 3945.020020
	Iteration 20F: 3 clusters Score -286643.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -286648.593750 Penalty: 3945.020020
	Iteration 21Q: 3 clusters Score -286648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -286650.843750 Penalty: 3945.020020
	Iteration 22Q: 3 clusters Score -286650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -286652.250000 Penalty: 3945.020020
	Iteration 23Q: 3 clusters Score -286652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -286655.375000 Penalty: 3945.020020
	Iteration 24Q: 3 clusters Score -286655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -286658.218750 Penalty: 3945.020020
	Iteration 25Q: 3 clusters Score -286658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -286659.968750 Penalty: 3945.020020
	Iteration 26Q: 3 clusters Score -286660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -286660.031250 Penalty: 3945.020020
	Iteration 27Q: 3 clusters Score -286660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -286660.031250 Penalty: 3945.020020
	Iteration 28F: 3 clusters Score -286660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Entering Unmasked Estep 
Score: -994846.500000 Penalty: 2278.495361
	Iteration 0F: 2 clusters Score -994846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -987296.437500 Penalty: 4556.990723
	Iteration 0F: 3 clusters Score -987296.4 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -989431.500000 Penalty: 4556.990723
	Iteration 1F: 3 clusters Score -989431.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -989753.500000 Penalty: 4556.990723
	Iteration 2F: 3 clusters Score -989753.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -989998.937500 Penalty: 4556.990723
	Iteration 3F: 3 clusters Score -989998.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -990249.187500 Penalty: 4556.990723
	Iteration 4Q: 3 clusters Score -990249.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -990498.312500 Penalty: 4556.990723
	Iteration 5Q: 3 clusters Score -990498.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -990784.125000 Penalty: 4556.990723
	Iteration 6Q: 3 clusters Score -990784.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -991132.000000 Penalty: 4556.990723
	Iteration 7F: 3 clusters Score -991132 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -991530.125000 Penalty: 4556.990723
	Iteration 8F: 3 clusters Score -991530.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -991902.312500 Penalty: 4556.990723
	Iteration 9Q: 3 clusters Score -991902.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -992215.187500 Penalty: 4556.990723
	Iteration 10Q: 3 clusters Score -992215.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -992451.187500 Penalty: 4556.990723
	Iteration 11Q: 3 clusters Score -992451.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -992607.562500 Penalty: 4556.990723
	Iteration 12Q: 3 clusters Score -992607.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -992698.687500 Penalty: 4556.990723
	Iteration 13Q: 3 clusters Score -992698.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -992757.875000 Penalty: 4556.990723
	Iteration 14Q: 3 clusters Score -992757.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -992799.625000 Penalty: 4556.990723
	Iteration 15Q: 3 clusters Score -992799.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -992827.937500 Penalty: 4556.990723
	Iteration 16Q: 3 clusters Score -992827.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -992852.437500 Penalty: 4556.990723
	Iteration 17Q: 3 clusters Score -992852.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -992880.875000 Penalty: 4556.990723
	Iteration 18Q: 3 clusters Score -992880.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -992908.250000 Penalty: 4556.990723
	Iteration 19Q: 3 clusters Score -992908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -992919.437500 Penalty: 4556.990723
	Iteration 20F: 3 clusters Score -992919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -992936.187500 Penalty: 4556.990723
	Iteration 21Q: 3 clusters Score -992936.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -992944.875000 Penalty: 4556.990723
	Iteration 22Q: 3 clusters Score -992944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -992953.437500 Penalty: 4556.990723
	Iteration 23Q: 3 clusters Score -992953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -992964.437500 Penalty: 4556.990723
	Iteration 24Q: 3 clusters Score -992964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -992974.750000 Penalty: 4556.990723
	Iteration 25Q: 3 clusters Score -992974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -992983.000000 Penalty: 4556.990723
	Iteration 26Q: 3 clusters Score -992983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -992988.500000 Penalty: 4556.990723
	Iteration 27Q: 3 clusters Score -992988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -992993.625000 Penalty: 4556.990723
	Iteration 28Q: 3 clusters Score -992993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -992993.125000 Penalty: 4556.990723
	Iteration 29Q: 3 clusters Score -992993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -992998.250000 Penalty: 4556.990723
	Iteration 30Q: 3 clusters Score -992998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -993001.312500 Penalty: 4556.990723
	Iteration 31Q: 3 clusters Score -993001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -993002.875000 Penalty: 4556.990723
	Iteration 32Q: 3 clusters Score -993002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -993004.125000 Penalty: 4556.990723
	Iteration 33Q: 3 clusters Score -993004.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -993006.062500 Penalty: 4556.990723
	Iteration 34Q: 3 clusters Score -993006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -993006.062500 Penalty: 4556.990723
	Iteration 35F: 3 clusters Score -993006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -165186.812500 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -165186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -162672.031250 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -162672 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -163143.234375 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -163143.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -163285.031250 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -163285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163373.328125 Penalty: 3725.445068
	Iteration 3Q: 3 clusters Score -163373.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -163428.109375 Penalty: 3725.445068
	Iteration 4Q: 3 clusters Score -163428.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -163491.078125 Penalty: 3725.445068
	Iteration 5Q: 3 clusters Score -163491.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163564.984375 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -163565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -163631.359375 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -163631.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163685.265625 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -163685.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -163739.937500 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -163739.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -163784.625000 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -163784.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -163819.531250 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -163819.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -163846.875000 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -163846.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163868.390625 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -163868.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -163896.375000 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -163896.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163933.140625 Penalty: 3725.445068
	Iteration 15Q: 3 clusters Score -163933.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163959.093750 Penalty: 3725.445068
	Iteration 16Q: 3 clusters Score -163959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163980.593750 Penalty: 3725.445068
	Iteration 17Q: 3 clusters Score -163980.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164005.625000 Penalty: 3725.445068
	Iteration 18Q: 3 clusters Score -164005.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -164026.843750 Penalty: 3725.445068
	Iteration 19Q: 3 clusters Score -164026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164036.015625 Penalty: 3725.445068
	Iteration 20F: 3 clusters Score -164036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -164042.375000 Penalty: 3725.445068
	Iteration 21Q: 3 clusters Score -164042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -164048.250000 Penalty: 3725.445068
	Iteration 22Q: 3 clusters Score -164048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164054.734375 Penalty: 3725.445068
	Iteration 23Q: 3 clusters Score -164054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164058.234375 Penalty: 3725.445068
	Iteration 24Q: 3 clusters Score -164058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -164063.593750 Penalty: 3725.445068
	Iteration 25Q: 3 clusters Score -164063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -164065.781250 Penalty: 3725.445068
	Iteration 26Q: 3 clusters Score -164065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164067.640625 Penalty: 3725.445068
	Iteration 27Q: 3 clusters Score -164067.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164070.843750 Penalty: 3725.445068
	Iteration 28Q: 3 clusters Score -164070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164071.890625 Penalty: 3725.445068
	Iteration 29Q: 3 clusters Score -164071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164073.187500 Penalty: 3725.445068
	Iteration 30Q: 3 clusters Score -164073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164077.000000 Penalty: 3725.445068
	Iteration 31Q: 3 clusters Score -164077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -164087.593750 Penalty: 3725.445068
	Iteration 32Q: 3 clusters Score -164087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164099.843750 Penalty: 3725.445068
	Iteration 33Q: 3 clusters Score -164099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164114.187500 Penalty: 3725.445068
	Iteration 34Q: 3 clusters Score -164114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164125.140625 Penalty: 3725.445068
	Iteration 35Q: 3 clusters Score -164125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164137.765625 Penalty: 3725.445068
	Iteration 36Q: 3 clusters Score -164137.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -164152.359375 Penalty: 3725.445068
	Iteration 37Q: 3 clusters Score -164152.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -164167.734375 Penalty: 3725.445068
	Iteration 38Q: 3 clusters Score -164167.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -164182.765625 Penalty: 3725.445068
	Iteration 39Q: 3 clusters Score -164182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -164189.921875 Penalty: 3725.445068
	Iteration 40F: 3 clusters Score -164189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -164197.156250 Penalty: 3725.445068
	Iteration 41Q: 3 clusters Score -164197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -164202.171875 Penalty: 3725.445068
	Iteration 42Q: 3 clusters Score -164202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -164204.468750 Penalty: 3725.445068
	Iteration 43Q: 3 clusters Score -164204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -164207.296875 Penalty: 3725.445068
	Iteration 44Q: 3 clusters Score -164207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -164212.406250 Penalty: 3725.445068
	Iteration 45Q: 3 clusters Score -164212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164215.937500 Penalty: 3725.445068
	Iteration 46Q: 3 clusters Score -164215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164217.031250 Penalty: 3725.445068
	Iteration 47Q: 3 clusters Score -164217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164217.531250 Penalty: 3725.445068
	Iteration 48Q: 3 clusters Score -164217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164217.531250 Penalty: 3725.445068
	Iteration 49F: 3 clusters Score -164217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -556277.125000 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -556277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -551068.000000 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -551068 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -552494.437500 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -552494.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -552877.500000 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -552877.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -553240.500000 Penalty: 4324.132324
	Iteration 3F: 3 clusters Score -553240.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -553539.000000 Penalty: 4324.132324
	Iteration 4F: 3 clusters Score -553539 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -553766.062500 Penalty: 4324.132324
	Iteration 5F: 3 clusters Score -553766.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -553972.562500 Penalty: 4324.132324
	Iteration 6Q: 3 clusters Score -553972.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -554115.625000 Penalty: 4324.132324
	Iteration 7Q: 3 clusters Score -554115.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -554231.312500 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -554231.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -554326.187500 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -554326.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -554423.125000 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -554423.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -554485.875000 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -554485.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -554534.437500 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -554534.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -554580.250000 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -554580.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -554629.062500 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -554629.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -554664.687500 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -554664.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -554688.187500 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -554688.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -554715.375000 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -554715.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -554740.000000 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -554740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -554767.125000 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -554767.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -554791.375000 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -554791.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -554807.812500 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -554807.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -554819.750000 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -554819.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -554827.875000 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -554827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -554836.250000 Penalty: 4324.132324
	Iteration 24Q: 3 clusters Score -554836.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -554847.562500 Penalty: 4324.132324
	Iteration 25Q: 3 clusters Score -554847.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -554860.500000 Penalty: 4324.132324
	Iteration 26Q: 3 clusters Score -554860.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -554873.687500 Penalty: 4324.132324
	Iteration 27Q: 3 clusters Score -554873.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -554886.750000 Penalty: 4324.132324
	Iteration 28Q: 3 clusters Score -554886.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -554895.875000 Penalty: 4324.132324
	Iteration 29Q: 3 clusters Score -554895.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -554901.937500 Penalty: 4324.132324
	Iteration 30Q: 3 clusters Score -554901.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -554907.937500 Penalty: 4324.132324
	Iteration 31Q: 3 clusters Score -554907.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -554909.875000 Penalty: 4324.132324
	Iteration 32Q: 3 clusters Score -554909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -554910.625000 Penalty: 4324.132324
	Iteration 33Q: 3 clusters Score -554910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -554912.187500 Penalty: 4324.132324
	Iteration 34Q: 3 clusters Score -554912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -554913.812500 Penalty: 4324.132324
	Iteration 35Q: 3 clusters Score -554913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -554914.812500 Penalty: 4324.132324
	Iteration 36Q: 3 clusters Score -554914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -554916.437500 Penalty: 4324.132324
	Iteration 37Q: 3 clusters Score -554916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -554916.937500 Penalty: 4324.132324
	Iteration 38Q: 3 clusters Score -554916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -554916.937500 Penalty: 4324.132324
	Iteration 39F: 3 clusters Score -554916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -341896.437500 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -341896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -338440.875000 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -338440.9 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -339157.437500 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -339157.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -339325.218750 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -339325.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -339431.687500 Penalty: 4030.019287
	Iteration 3F: 3 clusters Score -339431.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -339493.375000 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -339493.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -339544.906250 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -339544.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -339587.406250 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -339587.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -339622.687500 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -339622.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -339648.218750 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -339648.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -339674.906250 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -339674.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -339695.031250 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -339695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -339716.968750 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -339717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -339738.625000 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -339738.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -339754.531250 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -339754.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -339770.218750 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -339770.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -339784.937500 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -339784.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -339795.531250 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -339795.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -339804.093750 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -339804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -339811.968750 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -339812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -339818.687500 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -339818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -339828.000000 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -339828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -339834.781250 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -339834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -339843.062500 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -339843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -339852.156250 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -339852.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -339863.218750 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -339863.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -339871.750000 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -339871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -339876.531250 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -339876.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -339882.312500 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -339882.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -339888.031250 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -339888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -339890.437500 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -339890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -339893.343750 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -339893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -339894.937500 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -339894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -339899.312500 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -339899.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -339902.343750 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -339902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -339908.062500 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -339908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -339914.218750 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -339914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -339918.125000 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -339918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -339922.406250 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -339922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -339929.906250 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -339929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -339940.218750 Penalty: 4030.019287
	Iteration 39Q: 3 clusters Score -339940.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -339947.843750 Penalty: 4030.019287
	Iteration 40F: 3 clusters Score -339947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -339956.187500 Penalty: 4030.019287
	Iteration 41Q: 3 clusters Score -339956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -339964.843750 Penalty: 4030.019287
	Iteration 42Q: 3 clusters Score -339964.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -339976.250000 Penalty: 4030.019287
	Iteration 43Q: 3 clusters Score -339976.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -339987.000000 Penalty: 4030.019287
	Iteration 44Q: 3 clusters Score -339987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -339993.781250 Penalty: 4030.019287
	Iteration 45Q: 3 clusters Score -339993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -339999.093750 Penalty: 4030.019287
	Iteration 46Q: 3 clusters Score -339999.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -340006.218750 Penalty: 4030.019287
	Iteration 47Q: 3 clusters Score -340006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -340013.437500 Penalty: 4030.019287
	Iteration 48Q: 3 clusters Score -340013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -340019.406250 Penalty: 4030.019287
	Iteration 49Q: 3 clusters Score -340019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -340025.406250 Penalty: 4030.019287
	Iteration 50Q: 3 clusters Score -340025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -340032.343750 Penalty: 4030.019287
	Iteration 51Q: 3 clusters Score -340032.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -340042.187500 Penalty: 4030.019287
	Iteration 52Q: 3 clusters Score -340042.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -340052.562500 Penalty: 4030.019287
	Iteration 53Q: 3 clusters Score -340052.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -340066.906250 Penalty: 4030.019287
	Iteration 54Q: 3 clusters Score -340066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -340078.187500 Penalty: 4030.019287
	Iteration 55Q: 3 clusters Score -340078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -340084.843750 Penalty: 4030.019287
	Iteration 56Q: 3 clusters Score -340084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -340090.375000 Penalty: 4030.019287
	Iteration 57Q: 3 clusters Score -340090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -340099.937500 Penalty: 4030.019287
	Iteration 58Q: 3 clusters Score -340099.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -340112.656250 Penalty: 4030.019287
	Iteration 59Q: 3 clusters Score -340112.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -340124.218750 Penalty: 4030.019287
	Iteration 60F: 3 clusters Score -340124.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -340132.656250 Penalty: 4030.019287
	Iteration 61Q: 3 clusters Score -340132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -340138.937500 Penalty: 4030.019287
	Iteration 62Q: 3 clusters Score -340138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -340147.031250 Penalty: 4030.019287
	Iteration 63Q: 3 clusters Score -340147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -340152.093750 Penalty: 4030.019287
	Iteration 64Q: 3 clusters Score -340152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -340155.750000 Penalty: 4030.019287
	Iteration 65Q: 3 clusters Score -340155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -340160.187500 Penalty: 4030.019287
	Iteration 66Q: 3 clusters Score -340160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -340163.625000 Penalty: 4030.019287
	Iteration 67Q: 3 clusters Score -340163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -340165.062500 Penalty: 4030.019287
	Iteration 68Q: 3 clusters Score -340165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -340167.250000 Penalty: 4030.019287
	Iteration 69Q: 3 clusters Score -340167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -340169.625000 Penalty: 4030.019287
	Iteration 70Q: 3 clusters Score -340169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -340170.343750 Penalty: 4030.019287
	Iteration 71Q: 3 clusters Score -340170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -340171.750000 Penalty: 4030.019287
	Iteration 72Q: 3 clusters Score -340171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -340171.406250 Penalty: 4030.019287
	Iteration 73Q: 3 clusters Score -340171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -340173.000000 Penalty: 4030.019287
	Iteration 74Q: 3 clusters Score -340173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -340174.406250 Penalty: 4030.019287
	Iteration 75Q: 3 clusters Score -340174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -340175.125000 Penalty: 4030.019287
	Iteration 76Q: 3 clusters Score -340175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -340178.000000 Penalty: 4030.019287
	Iteration 77Q: 3 clusters Score -340178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -340178.937500 Penalty: 4030.019287
	Iteration 78Q: 3 clusters Score -340178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -340178.937500 Penalty: 4030.019287
	Iteration 79F: 3 clusters Score -340178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -467270.406250 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -467270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -462711.875000 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -462711.9 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -463928.968750 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -463929 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -464232.437500 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -464232.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -464446.343750 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -464446.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -464670.156250 Penalty: 4237.355469
	Iteration 4F: 3 clusters Score -464670.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -464937.031250 Penalty: 4237.355469
	Iteration 5F: 3 clusters Score -464937 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -465289.250000 Penalty: 4237.355469
	Iteration 6F: 3 clusters Score -465289.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -465708.187500 Penalty: 4237.355469
	Iteration 7F: 3 clusters Score -465708.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -466039.500000 Penalty: 4237.355469
	Iteration 8F: 3 clusters Score -466039.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -466237.125000 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -466237.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -466348.843750 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -466348.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -466399.968750 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -466400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -466430.187500 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -466430.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -466448.250000 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -466448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -466457.031250 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -466457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -466462.906250 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -466462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -466466.218750 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -466466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -466469.781250 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -466469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -466474.218750 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -466474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -466476.562500 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -466476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -466477.437500 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -466477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -466479.031250 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -466479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -466479.750000 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -466479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -466479.562500 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -466479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -466479.968750 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -466480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -466480.093750 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -466480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -466481.937500 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -466481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -466482.156250 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -466482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -466482.156250 Penalty: 4237.355469
	Iteration 28F: 3 clusters Score -466482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Entering Unmasked Estep 
Score: -9390094.000000 Penalty: 2847.024414
	Iteration 0F: 2 clusters Score -9390094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9325027.000000 Penalty: 5694.048828
	Iteration 0F: 3 clusters Score -9325027 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9352016.000000 Penalty: 5694.048828
	Iteration 1F: 3 clusters Score -9352016 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -9353375.000000 Penalty: 5694.048828
	Iteration 2Q: 3 clusters Score -9353375 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -9355298.000000 Penalty: 5694.048828
	Iteration 3Q: 3 clusters Score -9355298 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -9357890.000000 Penalty: 5694.048828
	Iteration 4F: 3 clusters Score -9357890 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -9360964.000000 Penalty: 5694.048828
	Iteration 5F: 3 clusters Score -9360964 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -9364507.000000 Penalty: 5694.048828
	Iteration 6F: 3 clusters Score -9364507 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -9367911.000000 Penalty: 5694.048828
	Iteration 7F: 3 clusters Score -9367911 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -9371028.000000 Penalty: 5694.048828
	Iteration 8F: 3 clusters Score -9371028 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -9373941.000000 Penalty: 5694.048828
	Iteration 9Q: 3 clusters Score -9373941 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -9376560.000000 Penalty: 5694.048828
	Iteration 10Q: 3 clusters Score -9376560 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -9378769.000000 Penalty: 5694.048828
	Iteration 11Q: 3 clusters Score -9378769 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -9380226.000000 Penalty: 5694.048828
	Iteration 12Q: 3 clusters Score -9380226 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -9381362.000000 Penalty: 5694.048828
	Iteration 13Q: 3 clusters Score -9381362 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -9382179.000000 Penalty: 5694.048828
	Iteration 14Q: 3 clusters Score -9382179 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -9382903.000000 Penalty: 5694.048828
	Iteration 15Q: 3 clusters Score -9382903 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -9383541.000000 Penalty: 5694.048828
	Iteration 16Q: 3 clusters Score -9383541 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -9384083.000000 Penalty: 5694.048828
	Iteration 17Q: 3 clusters Score -9384083 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9384573.000000 Penalty: 5694.048828
	Iteration 18Q: 3 clusters Score -9384573 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -9385042.000000 Penalty: 5694.048828
	Iteration 19Q: 3 clusters Score -9385042 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9385429.000000 Penalty: 5694.048828
	Iteration 20F: 3 clusters Score -9385429 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -9385783.000000 Penalty: 5694.048828
	Iteration 21Q: 3 clusters Score -9385783 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9386106.000000 Penalty: 5694.048828
	Iteration 22Q: 3 clusters Score -9386106 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9386392.000000 Penalty: 5694.048828
	Iteration 23Q: 3 clusters Score -9386392 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9386644.000000 Penalty: 5694.048828
	Iteration 24Q: 3 clusters Score -9386644 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9386835.000000 Penalty: 5694.048828
	Iteration 25Q: 3 clusters Score -9386835 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9387048.000000 Penalty: 5694.048828
	Iteration 26Q: 3 clusters Score -9387048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9387198.000000 Penalty: 5694.048828
	Iteration 27Q: 3 clusters Score -9387198 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9387284.000000 Penalty: 5694.048828
	Iteration 28Q: 3 clusters Score -9387284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9387386.000000 Penalty: 5694.048828
	Iteration 29Q: 3 clusters Score -9387386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9387453.000000 Penalty: 5694.048828
	Iteration 30Q: 3 clusters Score -9387453 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9387510.000000 Penalty: 5694.048828
	Iteration 31Q: 3 clusters Score -9387510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9387544.000000 Penalty: 5694.048828
	Iteration 32Q: 3 clusters Score -9387544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9387563.000000 Penalty: 5694.048828
	Iteration 33Q: 3 clusters Score -9387563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9387593.000000 Penalty: 5694.048828
	Iteration 34Q: 3 clusters Score -9387593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9387600.000000 Penalty: 5694.048828
	Iteration 35Q: 3 clusters Score -9387600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9387600.000000 Penalty: 5694.048828
	Iteration 36Q: 3 clusters Score -9387600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9387616.000000 Penalty: 5694.048828
	Iteration 37Q: 3 clusters Score -9387616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9387617.000000 Penalty: 5694.048828
	Iteration 38Q: 3 clusters Score -9387617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9387625.000000 Penalty: 5694.048828
	Iteration 39Q: 3 clusters Score -9387625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9387633.000000 Penalty: 5694.048828
	Iteration 40F: 3 clusters Score -9387633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9387639.000000 Penalty: 5694.048828
	Iteration 41Q: 3 clusters Score -9387639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9387646.000000 Penalty: 5694.048828
	Iteration 42Q: 3 clusters Score -9387646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9387642.000000 Penalty: 5694.048828
	Iteration 43Q: 3 clusters Score -9387642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9387640.000000 Penalty: 5694.048828
	Iteration 44Q: 3 clusters Score -9387640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9387641.000000 Penalty: 5694.048828
	Iteration 45Q: 3 clusters Score -9387641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9387635.000000 Penalty: 5694.048828
	Iteration 46Q: 3 clusters Score -9387635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9387630.000000 Penalty: 5694.048828
	Iteration 47Q: 3 clusters Score -9387630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9387645.000000 Penalty: 5694.048828
	Iteration 48Q: 3 clusters Score -9387645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9387656.000000 Penalty: 5694.048828
	Iteration 49Q: 3 clusters Score -9387656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9387656.000000 Penalty: 5694.048828
	Iteration 50Q: 3 clusters Score -9387656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9387651.000000 Penalty: 5694.048828
	Iteration 51Q: 3 clusters Score -9387651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9387666.000000 Penalty: 5694.048828
	Iteration 52Q: 3 clusters Score -9387666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9387669.000000 Penalty: 5694.048828
	Iteration 53Q: 3 clusters Score -9387669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9387670.000000 Penalty: 5694.048828
	Iteration 54Q: 3 clusters Score -9387670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9387675.000000 Penalty: 5694.048828
	Iteration 55Q: 3 clusters Score -9387675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9387668.000000 Penalty: 5694.048828
	Iteration 56Q: 3 clusters Score -9387668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9387674.000000 Penalty: 5694.048828
	Iteration 57Q: 3 clusters Score -9387674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9387681.000000 Penalty: 5694.048828
	Iteration 58Q: 3 clusters Score -9387681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9387674.000000 Penalty: 5694.048828
	Iteration 59Q: 3 clusters Score -9387674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9387689.000000 Penalty: 5694.048828
	Iteration 60F: 3 clusters Score -9387689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9387683.000000 Penalty: 5694.048828
	Iteration 61Q: 3 clusters Score -9387683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9387686.000000 Penalty: 5694.048828
	Iteration 62Q: 3 clusters Score -9387686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9387692.000000 Penalty: 5694.048828
	Iteration 63Q: 3 clusters Score -9387692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9387688.000000 Penalty: 5694.048828
	Iteration 64Q: 3 clusters Score -9387688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9387698.000000 Penalty: 5694.048828
	Iteration 65Q: 3 clusters Score -9387698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9387702.000000 Penalty: 5694.048828
	Iteration 66Q: 3 clusters Score -9387702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9387704.000000 Penalty: 5694.048828
	Iteration 67Q: 3 clusters Score -9387704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9387701.000000 Penalty: 5694.048828
	Iteration 68Q: 3 clusters Score -9387701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9387708.000000 Penalty: 5694.048828
	Iteration 69Q: 3 clusters Score -9387708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9387709.000000 Penalty: 5694.048828
	Iteration 70Q: 3 clusters Score -9387709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9387709.000000 Penalty: 5694.048828
	Iteration 71Q: 3 clusters Score -9387709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9387713.000000 Penalty: 5694.048828
	Iteration 72Q: 3 clusters Score -9387713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9387720.000000 Penalty: 5694.048828
	Iteration 73Q: 3 clusters Score -9387720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9387721.000000 Penalty: 5694.048828
	Iteration 74Q: 3 clusters Score -9387721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9387721.000000 Penalty: 5694.048828
	Iteration 75Q: 3 clusters Score -9387721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9387730.000000 Penalty: 5694.048828
	Iteration 76Q: 3 clusters Score -9387730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9387733.000000 Penalty: 5694.048828
	Iteration 77Q: 3 clusters Score -9387733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9387729.000000 Penalty: 5694.048828
	Iteration 78Q: 3 clusters Score -9387729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9387743.000000 Penalty: 5694.048828
	Iteration 79Q: 3 clusters Score -9387743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9387739.000000 Penalty: 5694.048828
	Iteration 80F: 3 clusters Score -9387739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9387739.000000 Penalty: 5694.048828
	Iteration 81Q: 3 clusters Score -9387739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9387739.000000 Penalty: 5694.048828
	Iteration 82F: 3 clusters Score -9387739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -507649.812500 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -507649.8 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 2653 members 
Entering Unmasked Estep 
Score: -502823.406250 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -502823.4 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -504009.593750 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -504009.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -504252.906250 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -504252.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -504438.968750 Penalty: 4268.271973
	Iteration 3F: 3 clusters Score -504439 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -504581.156250 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -504581.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -504686.468750 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -504686.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -504780.812500 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -504780.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -504868.500000 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -504868.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -504952.062500 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -504952.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -505042.562500 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -505042.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -505125.031250 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -505125 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -505206.968750 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -505207 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -505298.687500 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -505298.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -505394.343750 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -505394.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -505487.937500 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -505487.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -505568.968750 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -505569 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -505631.531250 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -505631.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -505702.750000 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -505702.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -505753.437500 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -505753.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -505808.250000 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -505808.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -505854.843750 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -505854.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -505901.093750 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -505901.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -505942.000000 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -505942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -505968.125000 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -505968.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -505993.562500 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -505993.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -506011.781250 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -506011.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -506029.437500 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -506029.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -506047.468750 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -506047.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -506067.125000 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -506067.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -506083.187500 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -506083.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -506099.406250 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -506099.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -506114.156250 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -506114.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -506126.906250 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -506126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -506133.093750 Penalty: 4268.271973
	Iteration 33Q: 3 clusters Score -506133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -506137.218750 Penalty: 4268.271973
	Iteration 34Q: 3 clusters Score -506137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -506141.062500 Penalty: 4268.271973
	Iteration 35Q: 3 clusters Score -506141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -506143.656250 Penalty: 4268.271973
	Iteration 36Q: 3 clusters Score -506143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -506147.750000 Penalty: 4268.271973
	Iteration 37Q: 3 clusters Score -506147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -506153.187500 Penalty: 4268.271973
	Iteration 38Q: 3 clusters Score -506153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -506155.281250 Penalty: 4268.271973
	Iteration 39Q: 3 clusters Score -506155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506159.343750 Penalty: 4268.271973
	Iteration 40F: 3 clusters Score -506159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -506163.750000 Penalty: 4268.271973
	Iteration 41Q: 3 clusters Score -506163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -506169.656250 Penalty: 4268.271973
	Iteration 42Q: 3 clusters Score -506169.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -506173.031250 Penalty: 4268.271973
	Iteration 43Q: 3 clusters Score -506173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -506175.812500 Penalty: 4268.271973
	Iteration 44Q: 3 clusters Score -506175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -506179.375000 Penalty: 4268.271973
	Iteration 45Q: 3 clusters Score -506179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -506182.562500 Penalty: 4268.271973
	Iteration 46Q: 3 clusters Score -506182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -506185.031250 Penalty: 4268.271973
	Iteration 47Q: 3 clusters Score -506185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -506185.625000 Penalty: 4268.271973
	Iteration 48Q: 3 clusters Score -506185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -506185.156250 Penalty: 4268.271973
	Iteration 49Q: 3 clusters Score -506185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -506185.156250 Penalty: 4268.271973
	Iteration 50F: 3 clusters Score -506185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -621691.187500 Penalty: 2165.851318
	Iteration 0F: 2 clusters Score -621691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -616426.687500 Penalty: 4331.702637
	Iteration 0F: 3 clusters Score -616426.7 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -617797.187500 Penalty: 4331.702637
	Iteration 1F: 3 clusters Score -617797.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -618021.312500 Penalty: 4331.702637
	Iteration 2F: 3 clusters Score -618021.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -618157.062500 Penalty: 4331.702637
	Iteration 3Q: 3 clusters Score -618157.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -618242.750000 Penalty: 4331.702637
	Iteration 4Q: 3 clusters Score -618242.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -618306.937500 Penalty: 4331.702637
	Iteration 5Q: 3 clusters Score -618306.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -618363.937500 Penalty: 4331.702637
	Iteration 6Q: 3 clusters Score -618363.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -618415.812500 Penalty: 4331.702637
	Iteration 7Q: 3 clusters Score -618415.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -618456.625000 Penalty: 4331.702637
	Iteration 8Q: 3 clusters Score -618456.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -618495.312500 Penalty: 4331.702637
	Iteration 9Q: 3 clusters Score -618495.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -618539.687500 Penalty: 4331.702637
	Iteration 10Q: 3 clusters Score -618539.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -618596.062500 Penalty: 4331.702637
	Iteration 11Q: 3 clusters Score -618596.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -618664.812500 Penalty: 4331.702637
	Iteration 12Q: 3 clusters Score -618664.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -618726.562500 Penalty: 4331.702637
	Iteration 13Q: 3 clusters Score -618726.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -618800.812500 Penalty: 4331.702637
	Iteration 14Q: 3 clusters Score -618800.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -618885.750000 Penalty: 4331.702637
	Iteration 15Q: 3 clusters Score -618885.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -618978.062500 Penalty: 4331.702637
	Iteration 16Q: 3 clusters Score -618978.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -619070.437500 Penalty: 4331.702637
	Iteration 17Q: 3 clusters Score -619070.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -619181.437500 Penalty: 4331.702637
	Iteration 18Q: 3 clusters Score -619181.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -619289.437500 Penalty: 4331.702637
	Iteration 19Q: 3 clusters Score -619289.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -619378.437500 Penalty: 4331.702637
	Iteration 20F: 3 clusters Score -619378.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -619451.250000 Penalty: 4331.702637
	Iteration 21Q: 3 clusters Score -619451.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -619501.250000 Penalty: 4331.702637
	Iteration 22Q: 3 clusters Score -619501.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -619543.625000 Penalty: 4331.702637
	Iteration 23Q: 3 clusters Score -619543.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -619579.187500 Penalty: 4331.702637
	Iteration 24Q: 3 clusters Score -619579.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -619614.187500 Penalty: 4331.702637
	Iteration 25Q: 3 clusters Score -619614.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -619648.125000 Penalty: 4331.702637
	Iteration 26Q: 3 clusters Score -619648.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -619684.062500 Penalty: 4331.702637
	Iteration 27Q: 3 clusters Score -619684.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -619716.625000 Penalty: 4331.702637
	Iteration 28Q: 3 clusters Score -619716.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -619743.375000 Penalty: 4331.702637
	Iteration 29Q: 3 clusters Score -619743.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -619767.437500 Penalty: 4331.702637
	Iteration 30Q: 3 clusters Score -619767.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -619790.500000 Penalty: 4331.702637
	Iteration 31Q: 3 clusters Score -619790.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -619814.812500 Penalty: 4331.702637
	Iteration 32Q: 3 clusters Score -619814.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -619833.812500 Penalty: 4331.702637
	Iteration 33Q: 3 clusters Score -619833.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -619852.937500 Penalty: 4331.702637
	Iteration 34Q: 3 clusters Score -619852.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -619870.625000 Penalty: 4331.702637
	Iteration 35Q: 3 clusters Score -619870.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -619884.187500 Penalty: 4331.702637
	Iteration 36Q: 3 clusters Score -619884.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -619896.750000 Penalty: 4331.702637
	Iteration 37Q: 3 clusters Score -619896.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -619913.125000 Penalty: 4331.702637
	Iteration 38Q: 3 clusters Score -619913.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -619930.812500 Penalty: 4331.702637
	Iteration 39Q: 3 clusters Score -619930.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -619948.250000 Penalty: 4331.702637
	Iteration 40F: 3 clusters Score -619948.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -619961.687500 Penalty: 4331.702637
	Iteration 41Q: 3 clusters Score -619961.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -619971.687500 Penalty: 4331.702637
	Iteration 42Q: 3 clusters Score -619971.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -619979.062500 Penalty: 4331.702637
	Iteration 43Q: 3 clusters Score -619979.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -619990.562500 Penalty: 4331.702637
	Iteration 44Q: 3 clusters Score -619990.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -620003.187500 Penalty: 4331.702637
	Iteration 45Q: 3 clusters Score -620003.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -620016.812500 Penalty: 4331.702637
	Iteration 46Q: 3 clusters Score -620016.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -620024.625000 Penalty: 4331.702637
	Iteration 47Q: 3 clusters Score -620024.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -620029.500000 Penalty: 4331.702637
	Iteration 48Q: 3 clusters Score -620029.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -620035.000000 Penalty: 4331.702637
	Iteration 49Q: 3 clusters Score -620035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -620037.625000 Penalty: 4331.702637
	Iteration 50Q: 3 clusters Score -620037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -620040.000000 Penalty: 4331.702637
	Iteration 51Q: 3 clusters Score -620040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -620041.312500 Penalty: 4331.702637
	Iteration 52Q: 3 clusters Score -620041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -620041.250000 Penalty: 4331.702637
	Iteration 53Q: 3 clusters Score -620041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -620041.437500 Penalty: 4331.702637
	Iteration 54Q: 3 clusters Score -620041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -620042.687500 Penalty: 4331.702637
	Iteration 55Q: 3 clusters Score -620042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -620042.937500 Penalty: 4331.702637
	Iteration 56Q: 3 clusters Score -620042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -620044.125000 Penalty: 4331.702637
	Iteration 57Q: 3 clusters Score -620044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -620044.687500 Penalty: 4331.702637
	Iteration 58Q: 3 clusters Score -620044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -620046.500000 Penalty: 4331.702637
	Iteration 59Q: 3 clusters Score -620046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -620047.500000 Penalty: 4331.702637
	Iteration 60F: 3 clusters Score -620047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -620047.687500 Penalty: 4331.702637
	Iteration 61Q: 3 clusters Score -620047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -620047.625000 Penalty: 4331.702637
	Iteration 62Q: 3 clusters Score -620047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -620046.375000 Penalty: 4331.702637
	Iteration 63Q: 3 clusters Score -620046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -620046.812500 Penalty: 4331.702637
	Iteration 64Q: 3 clusters Score -620046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -620047.375000 Penalty: 4331.702637
	Iteration 65Q: 3 clusters Score -620047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -620048.375000 Penalty: 4331.702637
	Iteration 66Q: 3 clusters Score -620048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -620048.375000 Penalty: 4331.702637
	Iteration 67F: 3 clusters Score -620048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (55658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Entering Unmasked Estep 
Score: -5609039.000000 Penalty: 2709.891357
	Iteration 0F: 2 clusters Score -5609039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5571554.500000 Penalty: 5419.782715
	Iteration 0F: 3 clusters Score -5571554 nChanged 25688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -5586080.000000 Penalty: 5419.782715
	Iteration 1F: 3 clusters Score -5586080 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -5586862.500000 Penalty: 5419.782715
	Iteration 2Q: 3 clusters Score -5586862 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5588026.000000 Penalty: 5419.782715
	Iteration 3Q: 3 clusters Score -5588026 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -5589903.000000 Penalty: 5419.782715
	Iteration 4F: 3 clusters Score -5589903 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5593003.500000 Penalty: 5419.782715
	Iteration 5F: 3 clusters Score -5593004 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5597413.000000 Penalty: 5419.782715
	Iteration 6F: 3 clusters Score -5597413 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5602011.000000 Penalty: 5419.782715
	Iteration 7F: 3 clusters Score -5602011 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5605037.000000 Penalty: 5419.782715
	Iteration 8F: 3 clusters Score -5605037 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -5606674.000000 Penalty: 5419.782715
	Iteration 9Q: 3 clusters Score -5606674 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5607288.000000 Penalty: 5419.782715
	Iteration 10Q: 3 clusters Score -5607288 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5607566.500000 Penalty: 5419.782715
	Iteration 11Q: 3 clusters Score -5607566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -5607662.500000 Penalty: 5419.782715
	Iteration 12Q: 3 clusters Score -5607662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -5607770.000000 Penalty: 5419.782715
	Iteration 13Q: 3 clusters Score -5607770 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -5607769.000000 Penalty: 5419.782715
	Iteration 14Q: 3 clusters Score -5607769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -5607790.000000 Penalty: 5419.782715
	Iteration 15Q: 3 clusters Score -5607790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -5607805.000000 Penalty: 5419.782715
	Iteration 16Q: 3 clusters Score -5607805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5607809.000000 Penalty: 5419.782715
	Iteration 17Q: 3 clusters Score -5607809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5607813.000000 Penalty: 5419.782715
	Iteration 18Q: 3 clusters Score -5607813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -5607808.500000 Penalty: 5419.782715
	Iteration 19Q: 3 clusters Score -5607808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5607809.000000 Penalty: 5419.782715
	Iteration 20F: 3 clusters Score -5607809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5607811.500000 Penalty: 5419.782715
	Iteration 21Q: 3 clusters Score -5607812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5607811.500000 Penalty: 5419.782715
	Iteration 22Q: 3 clusters Score -5607812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5607811.500000 Penalty: 5419.782715
	Iteration 23F: 3 clusters Score -5607812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -577229.312500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -577229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -572090.625000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -572090.6 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -574325.812500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -574325.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -575135.437500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -575135.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -575692.750000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -575692.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -576138.625000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -576138.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -576427.500000 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -576427.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -576617.062500 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -576617.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -576722.875000 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -576722.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -576800.125000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -576800.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -576849.062500 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -576849.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -576879.250000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -576879.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -576912.125000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -576912.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -576943.812500 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -576943.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -576967.500000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -576967.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -576982.375000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -576982.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -576995.187500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -576995.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -577005.750000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -577005.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -577013.750000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -577013.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -577021.312500 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -577021.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -577031.250000 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -577031.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -577037.812500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -577037.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -577042.937500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -577042.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -577046.500000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -577046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -577048.687500 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -577048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -577052.125000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -577052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -577054.562500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -577054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -577055.187500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -577055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -577057.312500 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -577057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -577060.500000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -577060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -577060.937500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -577060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -577063.437500 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -577063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -577065.062500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -577065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -577067.312500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -577067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -577068.875000 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -577068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -577069.187500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -577069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -577071.000000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -577071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -577073.437500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -577073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -577074.875000 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -577074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -577077.250000 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -577077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -577080.625000 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -577080.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -577085.875000 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -577085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -577089.625000 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -577089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -577092.562500 Penalty: 4333.059570
	Iteration 42Q: 3 clusters Score -577092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -577094.375000 Penalty: 4333.059570
	Iteration 43Q: 3 clusters Score -577094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -577095.687500 Penalty: 4333.059570
	Iteration 44Q: 3 clusters Score -577095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -577095.187500 Penalty: 4333.059570
	Iteration 45Q: 3 clusters Score -577095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -577095.187500 Penalty: 4333.059570
	Iteration 46F: 3 clusters Score -577095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -382779.968750 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -382780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -378861.031250 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -378861 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -379830.375000 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -379830.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -380116.562500 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -380116.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -380397.187500 Penalty: 4128.750488
	Iteration 3F: 3 clusters Score -380397.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -380635.031250 Penalty: 4128.750488
	Iteration 4F: 3 clusters Score -380635 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -380807.937500 Penalty: 4128.750488
	Iteration 5Q: 3 clusters Score -380807.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -380964.656250 Penalty: 4128.750488
	Iteration 6Q: 3 clusters Score -380964.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381087.218750 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -381087.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381181.031250 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -381181 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -381248.906250 Penalty: 4128.750488
	Iteration 9Q: 3 clusters Score -381248.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -381289.781250 Penalty: 4128.750488
	Iteration 10Q: 3 clusters Score -381289.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -381322.406250 Penalty: 4128.750488
	Iteration 11Q: 3 clusters Score -381322.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -381351.406250 Penalty: 4128.750488
	Iteration 12Q: 3 clusters Score -381351.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -381377.281250 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -381377.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -381395.468750 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -381395.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -381420.093750 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -381420.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -381445.625000 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -381445.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381475.343750 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -381475.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -381512.062500 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -381512.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -381542.968750 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -381543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -381571.812500 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -381571.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -381593.781250 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -381593.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -381620.625000 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -381620.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -381644.468750 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -381644.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -381666.406250 Penalty: 4128.750488
	Iteration 24Q: 3 clusters Score -381666.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -381689.968750 Penalty: 4128.750488
	Iteration 25Q: 3 clusters Score -381690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -381713.718750 Penalty: 4128.750488
	Iteration 26Q: 3 clusters Score -381713.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -381732.437500 Penalty: 4128.750488
	Iteration 27Q: 3 clusters Score -381732.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -381744.031250 Penalty: 4128.750488
	Iteration 28Q: 3 clusters Score -381744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -381755.437500 Penalty: 4128.750488
	Iteration 29Q: 3 clusters Score -381755.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -381768.781250 Penalty: 4128.750488
	Iteration 30Q: 3 clusters Score -381768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -381779.031250 Penalty: 4128.750488
	Iteration 31Q: 3 clusters Score -381779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -381788.312500 Penalty: 4128.750488
	Iteration 32Q: 3 clusters Score -381788.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -381794.375000 Penalty: 4128.750488
	Iteration 33Q: 3 clusters Score -381794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -381802.375000 Penalty: 4128.750488
	Iteration 34Q: 3 clusters Score -381802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -381810.343750 Penalty: 4128.750488
	Iteration 35Q: 3 clusters Score -381810.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -381819.625000 Penalty: 4128.750488
	Iteration 36Q: 3 clusters Score -381819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -381821.625000 Penalty: 4128.750488
	Iteration 37Q: 3 clusters Score -381821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -381827.375000 Penalty: 4128.750488
	Iteration 38Q: 3 clusters Score -381827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -381828.906250 Penalty: 4128.750488
	Iteration 39Q: 3 clusters Score -381828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -381831.187500 Penalty: 4128.750488
	Iteration 40F: 3 clusters Score -381831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -381833.937500 Penalty: 4128.750488
	Iteration 41Q: 3 clusters Score -381833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -381834.593750 Penalty: 4128.750488
	Iteration 42Q: 3 clusters Score -381834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -381834.437500 Penalty: 4128.750488
	Iteration 43Q: 3 clusters Score -381834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -381835.468750 Penalty: 4128.750488
	Iteration 44Q: 3 clusters Score -381835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -381838.218750 Penalty: 4128.750488
	Iteration 45Q: 3 clusters Score -381838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -381837.937500 Penalty: 4128.750488
	Iteration 46Q: 3 clusters Score -381837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -381838.656250 Penalty: 4128.750488
	Iteration 47Q: 3 clusters Score -381838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -381838.656250 Penalty: 4128.750488
	Iteration 48F: 3 clusters Score -381838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -404672.062500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -404672.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -400556.781250 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -400556.8 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -401584.500000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -401584.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -401814.187500 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -401814.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -401939.500000 Penalty: 4154.198242
	Iteration 3Q: 3 clusters Score -401939.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -402012.593750 Penalty: 4154.198242
	Iteration 4Q: 3 clusters Score -402012.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -402079.906250 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -402079.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -402132.000000 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -402132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -402188.031250 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -402188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -402255.312500 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -402255.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -402316.625000 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -402316.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -402378.312500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -402378.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -402453.250000 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -402453.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -402519.218750 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -402519.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -402589.687500 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -402589.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -402657.625000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -402657.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -402738.593750 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -402738.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -402807.531250 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -402807.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -402884.906250 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -402884.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -402960.406250 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -402960.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -403045.468750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -403045.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -403133.187500 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -403133.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -403215.906250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -403215.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -403286.156250 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -403286.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -403355.750000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -403355.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -403414.593750 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -403414.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -403461.406250 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -403461.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -403494.437500 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -403494.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -403533.093750 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -403533.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -403560.906250 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -403560.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -403577.218750 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -403577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -403584.750000 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -403584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -403585.218750 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -403585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -403586.156250 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -403586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -403586.156250 Penalty: 4154.198242
	Iteration 33F: 3 clusters Score -403586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -238248.484375 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -238248.5 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 1208 members 
Entering Unmasked Estep 
Score: -235386.609375 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -235386.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -235916.609375 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -235916.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -236044.281250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -236044.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -236118.109375 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -236118.1 nChanged 60
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: -236163.906250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -236163.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -236192.671875 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -236192.7 nChanged 36
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: -236215.562500 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -236215.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -236230.859375 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -236230.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -236244.859375 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -236244.9 nChanged 21
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: -236255.937500 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -236255.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -236265.437500 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -236265.4 nChanged 14
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: -236272.078125 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -236272.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -236275.578125 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -236275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -236278.312500 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -236278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -236281.312500 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -236281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -236285.203125 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -236285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -236288.093750 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -236288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -236291.078125 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -236291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -236292.515625 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -236292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -236294.609375 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -236294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -236295.312500 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -236295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -236296.203125 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -236296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -236296.578125 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -236296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -236298.015625 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -236298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -236300.687500 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -236300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -236302.859375 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -236302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -236303.875000 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -236303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -236303.875000 Penalty: 3859.858887
	Iteration 27F: 3 clusters Score -236303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -1554971.500000 Penalty: 2393.809814
	Iteration 0F: 2 clusters Score -1554972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1543784.375000 Penalty: 4787.619629
	Iteration 0F: 3 clusters Score -1543784 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1547306.250000 Penalty: 4787.619629
	Iteration 1F: 3 clusters Score -1547306 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1547725.500000 Penalty: 4787.619629
	Iteration 2F: 3 clusters Score -1547726 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1548079.875000 Penalty: 4787.619629
	Iteration 3F: 3 clusters Score -1548080 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1548371.375000 Penalty: 4787.619629
	Iteration 4Q: 3 clusters Score -1548371 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1548669.000000 Penalty: 4787.619629
	Iteration 5Q: 3 clusters Score -1548669 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1548965.750000 Penalty: 4787.619629
	Iteration 6Q: 3 clusters Score -1548966 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1549319.750000 Penalty: 4787.619629
	Iteration 7Q: 3 clusters Score -1549320 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1549728.375000 Penalty: 4787.619629
	Iteration 8Q: 3 clusters Score -1549728 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1550178.125000 Penalty: 4787.619629
	Iteration 9Q: 3 clusters Score -1550178 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1550627.750000 Penalty: 4787.619629
	Iteration 10Q: 3 clusters Score -1550628 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1551101.500000 Penalty: 4787.619629
	Iteration 11Q: 3 clusters Score -1551102 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1551513.125000 Penalty: 4787.619629
	Iteration 12Q: 3 clusters Score -1551513 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1551864.250000 Penalty: 4787.619629
	Iteration 13Q: 3 clusters Score -1551864 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1552112.500000 Penalty: 4787.619629
	Iteration 14Q: 3 clusters Score -1552112 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1552275.750000 Penalty: 4787.619629
	Iteration 15Q: 3 clusters Score -1552276 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1552414.250000 Penalty: 4787.619629
	Iteration 16Q: 3 clusters Score -1552414 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1552516.000000 Penalty: 4787.619629
	Iteration 17Q: 3 clusters Score -1552516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1552583.000000 Penalty: 4787.619629
	Iteration 18Q: 3 clusters Score -1552583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1552637.375000 Penalty: 4787.619629
	Iteration 19Q: 3 clusters Score -1552637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1552682.250000 Penalty: 4787.619629
	Iteration 20F: 3 clusters Score -1552682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1552712.250000 Penalty: 4787.619629
	Iteration 21Q: 3 clusters Score -1552712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1552738.750000 Penalty: 4787.619629
	Iteration 22Q: 3 clusters Score -1552739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1552762.750000 Penalty: 4787.619629
	Iteration 23Q: 3 clusters Score -1552763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1552786.000000 Penalty: 4787.619629
	Iteration 24Q: 3 clusters Score -1552786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1552817.125000 Penalty: 4787.619629
	Iteration 25Q: 3 clusters Score -1552817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1552839.125000 Penalty: 4787.619629
	Iteration 26Q: 3 clusters Score -1552839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1552852.750000 Penalty: 4787.619629
	Iteration 27Q: 3 clusters Score -1552853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1552859.000000 Penalty: 4787.619629
	Iteration 28Q: 3 clusters Score -1552859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1552864.750000 Penalty: 4787.619629
	Iteration 29Q: 3 clusters Score -1552865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1552866.250000 Penalty: 4787.619629
	Iteration 30Q: 3 clusters Score -1552866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1552865.750000 Penalty: 4787.619629
	Iteration 31Q: 3 clusters Score -1552866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1552867.375000 Penalty: 4787.619629
	Iteration 32Q: 3 clusters Score -1552867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1552868.375000 Penalty: 4787.619629
	Iteration 33Q: 3 clusters Score -1552868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1552868.375000 Penalty: 4787.619629
	Iteration 34F: 3 clusters Score -1552868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -315315.125000 Penalty: 2015.962402
	Iteration 0F: 2 clusters Score -315315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -311836.593750 Penalty: 4031.924805
	Iteration 0F: 3 clusters Score -311836.6 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -312572.156250 Penalty: 4031.924805
	Iteration 1F: 3 clusters Score -312572.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -312805.531250 Penalty: 4031.924805
	Iteration 2F: 3 clusters Score -312805.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -312976.656250 Penalty: 4031.924805
	Iteration 3F: 3 clusters Score -312976.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -313125.062500 Penalty: 4031.924805
	Iteration 4Q: 3 clusters Score -313125.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -313271.062500 Penalty: 4031.924805
	Iteration 5Q: 3 clusters Score -313271.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -313398.156250 Penalty: 4031.924805
	Iteration 6Q: 3 clusters Score -313398.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -313505.312500 Penalty: 4031.924805
	Iteration 7Q: 3 clusters Score -313505.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -313615.312500 Penalty: 4031.924805
	Iteration 8Q: 3 clusters Score -313615.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -313740.000000 Penalty: 4031.924805
	Iteration 9Q: 3 clusters Score -313740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -313866.687500 Penalty: 4031.924805
	Iteration 10Q: 3 clusters Score -313866.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -313972.937500 Penalty: 4031.924805
	Iteration 11Q: 3 clusters Score -313972.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -314031.343750 Penalty: 4031.924805
	Iteration 12Q: 3 clusters Score -314031.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -314085.562500 Penalty: 4031.924805
	Iteration 13Q: 3 clusters Score -314085.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -314133.812500 Penalty: 4031.924805
	Iteration 14Q: 3 clusters Score -314133.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -314167.781250 Penalty: 4031.924805
	Iteration 15Q: 3 clusters Score -314167.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -314201.125000 Penalty: 4031.924805
	Iteration 16Q: 3 clusters Score -314201.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -314227.968750 Penalty: 4031.924805
	Iteration 17Q: 3 clusters Score -314228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -314243.343750 Penalty: 4031.924805
	Iteration 18Q: 3 clusters Score -314243.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -314258.000000 Penalty: 4031.924805
	Iteration 19Q: 3 clusters Score -314258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314264.750000 Penalty: 4031.924805
	Iteration 20F: 3 clusters Score -314264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -314271.562500 Penalty: 4031.924805
	Iteration 21Q: 3 clusters Score -314271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314278.562500 Penalty: 4031.924805
	Iteration 22Q: 3 clusters Score -314278.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314282.500000 Penalty: 4031.924805
	Iteration 23Q: 3 clusters Score -314282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314285.218750 Penalty: 4031.924805
	Iteration 24Q: 3 clusters Score -314285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314287.343750 Penalty: 4031.924805
	Iteration 25Q: 3 clusters Score -314287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314288.625000 Penalty: 4031.924805
	Iteration 26Q: 3 clusters Score -314288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314289.250000 Penalty: 4031.924805
	Iteration 27Q: 3 clusters Score -314289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314289.906250 Penalty: 4031.924805
	Iteration 28Q: 3 clusters Score -314289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314290.593750 Penalty: 4031.924805
	Iteration 29Q: 3 clusters Score -314290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314290.968750 Penalty: 4031.924805
	Iteration 30Q: 3 clusters Score -314291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314291.687500 Penalty: 4031.924805
	Iteration 31Q: 3 clusters Score -314291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314292.312500 Penalty: 4031.924805
	Iteration 32Q: 3 clusters Score -314292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314292.312500 Penalty: 4031.924805
	Iteration 33F: 3 clusters Score -314292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -105646.468750 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -105646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103532.390625 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -103532.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103883.125000 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -103883.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104020.796875 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -104020.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104142.304688 Penalty: 3526.905273
	Iteration 3F: 3 clusters Score -104142.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104260.265625 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -104260.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104408.125000 Penalty: 3526.905273
	Iteration 5F: 3 clusters Score -104408.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104590.171875 Penalty: 3526.905273
	Iteration 6F: 3 clusters Score -104590.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104784.406250 Penalty: 3526.905273
	Iteration 7F: 3 clusters Score -104784.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104902.328125 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -104902.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104993.601562 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -104993.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105048.046875 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -105048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105066.882812 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -105066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105067.906250 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -105067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105068.421875 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -105068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105069.703125 Penalty: 3526.905273
	Iteration 14Q: 3 clusters Score -105069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105070.960938 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -105071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105074.617188 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -105074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105076.765625 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -105076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105076.765625 Penalty: 3526.905273
	Iteration 18F: 3 clusters Score -105076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -628777.625000 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -628777.6 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 3098 members 
Entering Unmasked Estep 
Score: -623493.437500 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -623493.4 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -624821.750000 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -624821.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -625067.250000 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -625067.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -625216.687500 Penalty: 4332.979980
	Iteration 3Q: 3 clusters Score -625216.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -625322.000000 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -625322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -625405.750000 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -625405.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -625470.062500 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -625470.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -625526.000000 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -625526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -625571.062500 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -625571.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -625599.562500 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -625599.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -625624.562500 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -625624.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -625643.750000 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -625643.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -625659.437500 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -625659.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -625675.937500 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -625675.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -625691.250000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -625691.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -625712.062500 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -625712.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -625727.562500 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -625727.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -625738.062500 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -625738.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -625749.625000 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -625749.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -625764.562500 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -625764.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -625775.812500 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -625775.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -625786.312500 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -625786.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -625794.500000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -625794.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -625801.312500 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -625801.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -625807.812500 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -625807.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -625811.437500 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -625811.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -625817.000000 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -625817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -625821.000000 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -625821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -625824.812500 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -625824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -625826.750000 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -625826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -625827.875000 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -625827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -625829.437500 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -625829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -625832.562500 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -625832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -625833.562500 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -625833.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625836.250000 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -625836.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625837.937500 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -625837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -625840.562500 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -625840.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -625840.312500 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -625840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -625842.625000 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -625842.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -625845.500000 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -625845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -625848.937500 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -625848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -625850.937500 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -625850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -625853.437500 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -625853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -625854.312500 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -625854.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -625858.000000 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -625858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -625858.437500 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -625858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -625860.000000 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -625860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -625863.000000 Penalty: 4332.979980
	Iteration 47Q: 3 clusters Score -625863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -625863.625000 Penalty: 4332.979980
	Iteration 48Q: 3 clusters Score -625863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -625863.625000 Penalty: 4332.979980
	Iteration 49Q: 3 clusters Score -625863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -625862.625000 Penalty: 4332.979980
	Iteration 50Q: 3 clusters Score -625862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -625862.625000 Penalty: 4332.979980
	Iteration 51F: 3 clusters Score -625862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -590698.937500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -590698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -585812.312500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -585812.3 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -587057.375000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -587057.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -587284.312500 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -587284.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -587440.312500 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -587440.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -587532.437500 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -587532.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -587604.000000 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -587604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -587653.687500 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -587653.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -587705.875000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -587705.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -587753.062500 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -587753.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -587783.937500 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -587783.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -587811.937500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -587811.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -587835.875000 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -587835.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -587851.812500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -587851.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -587866.062500 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -587866.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -587883.875000 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -587883.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -587902.500000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -587902.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -587914.125000 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -587914.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -587923.687500 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -587923.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -587932.250000 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -587932.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -587941.500000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -587941.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -587952.250000 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -587952.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -587961.187500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -587961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -587964.875000 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -587964.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -587978.250000 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -587978.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -587985.687500 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -587985.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -587988.312500 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -587988.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -587991.125000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -587991.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -587995.375000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -587995.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -587999.437500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -587999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -588003.250000 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -588003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -588004.812500 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -588004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -588008.125000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -588008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -588011.375000 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -588011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -588013.500000 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -588013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -588015.750000 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -588015.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -588017.250000 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -588017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -588022.687500 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -588022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -588022.937500 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -588022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -588024.687500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -588024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -588025.625000 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -588025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -588027.375000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -588027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -588030.437500 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -588030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -588030.812500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -588030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -588031.625000 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -588031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -588033.937500 Penalty: 4278.163574
	Iteration 44Q: 3 clusters Score -588033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -588037.437500 Penalty: 4278.163574
	Iteration 45Q: 3 clusters Score -588037.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -588041.500000 Penalty: 4278.163574
	Iteration 46Q: 3 clusters Score -588041.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -588044.937500 Penalty: 4278.163574
	Iteration 47Q: 3 clusters Score -588044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -588047.687500 Penalty: 4278.163574
	Iteration 48Q: 3 clusters Score -588047.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -588051.000000 Penalty: 4278.163574
	Iteration 49Q: 3 clusters Score -588051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -588055.000000 Penalty: 4278.163574
	Iteration 50Q: 3 clusters Score -588055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -588061.625000 Penalty: 4278.163574
	Iteration 51Q: 3 clusters Score -588061.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -588068.500000 Penalty: 4278.163574
	Iteration 52Q: 3 clusters Score -588068.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -588074.625000 Penalty: 4278.163574
	Iteration 53Q: 3 clusters Score -588074.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -588084.500000 Penalty: 4278.163574
	Iteration 54Q: 3 clusters Score -588084.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -588093.312500 Penalty: 4278.163574
	Iteration 55Q: 3 clusters Score -588093.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -588098.562500 Penalty: 4278.163574
	Iteration 56Q: 3 clusters Score -588098.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -588105.000000 Penalty: 4278.163574
	Iteration 57Q: 3 clusters Score -588105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -588107.125000 Penalty: 4278.163574
	Iteration 58Q: 3 clusters Score -588107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -588110.937500 Penalty: 4278.163574
	Iteration 59Q: 3 clusters Score -588110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -588114.187500 Penalty: 4278.163574
	Iteration 60F: 3 clusters Score -588114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -588115.562500 Penalty: 4278.163574
	Iteration 61Q: 3 clusters Score -588115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -588116.812500 Penalty: 4278.163574
	Iteration 62Q: 3 clusters Score -588116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -588117.812500 Penalty: 4278.163574
	Iteration 63Q: 3 clusters Score -588117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -588119.000000 Penalty: 4278.163574
	Iteration 64Q: 3 clusters Score -588119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -588123.062500 Penalty: 4278.163574
	Iteration 65Q: 3 clusters Score -588123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -588123.750000 Penalty: 4278.163574
	Iteration 66Q: 3 clusters Score -588123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -588125.312500 Penalty: 4278.163574
	Iteration 67Q: 3 clusters Score -588125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -588128.562500 Penalty: 4278.163574
	Iteration 68Q: 3 clusters Score -588128.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -588132.500000 Penalty: 4278.163574
	Iteration 69Q: 3 clusters Score -588132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -588135.812500 Penalty: 4278.163574
	Iteration 70Q: 3 clusters Score -588135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -588135.500000 Penalty: 4278.163574
	Iteration 71Q: 3 clusters Score -588135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -588137.437500 Penalty: 4278.163574
	Iteration 72Q: 3 clusters Score -588137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -588138.500000 Penalty: 4278.163574
	Iteration 73Q: 3 clusters Score -588138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -588139.812500 Penalty: 4278.163574
	Iteration 74Q: 3 clusters Score -588139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -588139.437500 Penalty: 4278.163574
	Iteration 75Q: 3 clusters Score -588139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -588140.250000 Penalty: 4278.163574
	Iteration 76Q: 3 clusters Score -588140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -588141.437500 Penalty: 4278.163574
	Iteration 77Q: 3 clusters Score -588141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -588141.562500 Penalty: 4278.163574
	Iteration 78Q: 3 clusters Score -588141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -588144.562500 Penalty: 4278.163574
	Iteration 79Q: 3 clusters Score -588144.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -588145.750000 Penalty: 4278.163574
	Iteration 80F: 3 clusters Score -588145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -588149.250000 Penalty: 4278.163574
	Iteration 81Q: 3 clusters Score -588149.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -588153.062500 Penalty: 4278.163574
	Iteration 82Q: 3 clusters Score -588153.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -588158.562500 Penalty: 4278.163574
	Iteration 83Q: 3 clusters Score -588158.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -588162.500000 Penalty: 4278.163574
	Iteration 84Q: 3 clusters Score -588162.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -588170.312500 Penalty: 4278.163574
	Iteration 85Q: 3 clusters Score -588170.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -588177.500000 Penalty: 4278.163574
	Iteration 86Q: 3 clusters Score -588177.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -588186.437500 Penalty: 4278.163574
	Iteration 87Q: 3 clusters Score -588186.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -588192.500000 Penalty: 4278.163574
	Iteration 88Q: 3 clusters Score -588192.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -588195.937500 Penalty: 4278.163574
	Iteration 89Q: 3 clusters Score -588195.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -588202.812500 Penalty: 4278.163574
	Iteration 90Q: 3 clusters Score -588202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -588206.250000 Penalty: 4278.163574
	Iteration 91Q: 3 clusters Score -588206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -588207.812500 Penalty: 4278.163574
	Iteration 92Q: 3 clusters Score -588207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -588210.625000 Penalty: 4278.163574
	Iteration 93Q: 3 clusters Score -588210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -588215.625000 Penalty: 4278.163574
	Iteration 94Q: 3 clusters Score -588215.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -588218.062500 Penalty: 4278.163574
	Iteration 95Q: 3 clusters Score -588218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -588221.000000 Penalty: 4278.163574
	Iteration 96Q: 3 clusters Score -588221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -588223.687500 Penalty: 4278.163574
	Iteration 97Q: 3 clusters Score -588223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -588226.625000 Penalty: 4278.163574
	Iteration 98Q: 3 clusters Score -588226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -588226.375000 Penalty: 4278.163574
	Iteration 99Q: 3 clusters Score -588226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -588227.500000 Penalty: 4278.163574
	Iteration 100F: 3 clusters Score -588227.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -588229.437500 Penalty: 4278.163574
	Iteration 101Q: 3 clusters Score -588229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -588231.687500 Penalty: 4278.163574
	Iteration 102Q: 3 clusters Score -588231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -588231.812500 Penalty: 4278.163574
	Iteration 103Q: 3 clusters Score -588231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -588232.687500 Penalty: 4278.163574
	Iteration 104Q: 3 clusters Score -588232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -588232.687500 Penalty: 4278.163574
	Iteration 105F: 3 clusters Score -588232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914828.000000 Penalty: 158889.593750
Iteration 279Q: 49 clusters Score -5.891483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 55658 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914828.000000 Penalty: 158889.593750
Iteration 280F: 49 clusters Score -5.891483e+07 nChanged 0
Entering ConstructFrom: 
Score: -58914828.000000 Penalty: 158889.593750
Entering ConstructFrom: 
Trying to split cluster 1 (17101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Entering Unmasked Estep 
Score: -1677665.875000 Penalty: 2417.229248
	Iteration 0F: 2 clusters Score -1677666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1665514.875000 Penalty: 4834.458496
	Iteration 0F: 3 clusters Score -1665515 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1669434.625000 Penalty: 4834.458496
	Iteration 1F: 3 clusters Score -1669435 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1669843.125000 Penalty: 4834.458496
	Iteration 2F: 3 clusters Score -1669843 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1670187.750000 Penalty: 4834.458496
	Iteration 3F: 3 clusters Score -1670188 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1670511.625000 Penalty: 4834.458496
	Iteration 4Q: 3 clusters Score -1670512 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1670834.000000 Penalty: 4834.458496
	Iteration 5Q: 3 clusters Score -1670834 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1671131.875000 Penalty: 4834.458496
	Iteration 6Q: 3 clusters Score -1671132 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1671430.750000 Penalty: 4834.458496
	Iteration 7Q: 3 clusters Score -1671431 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1671716.875000 Penalty: 4834.458496
	Iteration 8Q: 3 clusters Score -1671717 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1671999.000000 Penalty: 4834.458496
	Iteration 9Q: 3 clusters Score -1671999 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1672289.625000 Penalty: 4834.458496
	Iteration 10Q: 3 clusters Score -1672290 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1672618.125000 Penalty: 4834.458496
	Iteration 11Q: 3 clusters Score -1672618 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1672956.250000 Penalty: 4834.458496
	Iteration 12Q: 3 clusters Score -1672956 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1673279.500000 Penalty: 4834.458496
	Iteration 13Q: 3 clusters Score -1673280 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1673583.875000 Penalty: 4834.458496
	Iteration 14Q: 3 clusters Score -1673584 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1673901.500000 Penalty: 4834.458496
	Iteration 15Q: 3 clusters Score -1673902 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1674178.250000 Penalty: 4834.458496
	Iteration 16Q: 3 clusters Score -1674178 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1674424.125000 Penalty: 4834.458496
	Iteration 17Q: 3 clusters Score -1674424 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1674610.375000 Penalty: 4834.458496
	Iteration 18Q: 3 clusters Score -1674610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1674754.875000 Penalty: 4834.458496
	Iteration 19Q: 3 clusters Score -1674755 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1674854.125000 Penalty: 4834.458496
	Iteration 20F: 3 clusters Score -1674854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1674934.125000 Penalty: 4834.458496
	Iteration 21Q: 3 clusters Score -1674934 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1674999.250000 Penalty: 4834.458496
	Iteration 22Q: 3 clusters Score -1674999 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1675048.750000 Penalty: 4834.458496
	Iteration 23Q: 3 clusters Score -1675049 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1675099.375000 Penalty: 4834.458496
	Iteration 24Q: 3 clusters Score -1675099 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1675136.625000 Penalty: 4834.458496
	Iteration 25Q: 3 clusters Score -1675137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1675183.125000 Penalty: 4834.458496
	Iteration 26Q: 3 clusters Score -1675183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1675212.125000 Penalty: 4834.458496
	Iteration 27Q: 3 clusters Score -1675212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1675246.250000 Penalty: 4834.458496
	Iteration 28Q: 3 clusters Score -1675246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1675273.750000 Penalty: 4834.458496
	Iteration 29Q: 3 clusters Score -1675274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1675299.000000 Penalty: 4834.458496
	Iteration 30Q: 3 clusters Score -1675299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1675315.250000 Penalty: 4834.458496
	Iteration 31Q: 3 clusters Score -1675315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1675329.500000 Penalty: 4834.458496
	Iteration 32Q: 3 clusters Score -1675330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1675346.375000 Penalty: 4834.458496
	Iteration 33Q: 3 clusters Score -1675346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1675360.750000 Penalty: 4834.458496
	Iteration 34Q: 3 clusters Score -1675361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1675369.750000 Penalty: 4834.458496
	Iteration 35Q: 3 clusters Score -1675370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1675385.750000 Penalty: 4834.458496
	Iteration 36Q: 3 clusters Score -1675386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1675393.500000 Penalty: 4834.458496
	Iteration 37Q: 3 clusters Score -1675394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1675407.125000 Penalty: 4834.458496
	Iteration 38Q: 3 clusters Score -1675407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1675416.375000 Penalty: 4834.458496
	Iteration 39Q: 3 clusters Score -1675416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1675424.000000 Penalty: 4834.458496
	Iteration 40F: 3 clusters Score -1675424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1675434.750000 Penalty: 4834.458496
	Iteration 41Q: 3 clusters Score -1675435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1675444.375000 Penalty: 4834.458496
	Iteration 42Q: 3 clusters Score -1675444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1675453.500000 Penalty: 4834.458496
	Iteration 43Q: 3 clusters Score -1675454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1675457.000000 Penalty: 4834.458496
	Iteration 44Q: 3 clusters Score -1675457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1675458.875000 Penalty: 4834.458496
	Iteration 45Q: 3 clusters Score -1675459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1675466.375000 Penalty: 4834.458496
	Iteration 46Q: 3 clusters Score -1675466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1675472.000000 Penalty: 4834.458496
	Iteration 47Q: 3 clusters Score -1675472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1675474.625000 Penalty: 4834.458496
	Iteration 48Q: 3 clusters Score -1675475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1675476.250000 Penalty: 4834.458496
	Iteration 49Q: 3 clusters Score -1675476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1675480.750000 Penalty: 4834.458496
	Iteration 50Q: 3 clusters Score -1675481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1675483.375000 Penalty: 4834.458496
	Iteration 51Q: 3 clusters Score -1675483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1675484.500000 Penalty: 4834.458496
	Iteration 52Q: 3 clusters Score -1675484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1675486.000000 Penalty: 4834.458496
	Iteration 53Q: 3 clusters Score -1675486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1675489.500000 Penalty: 4834.458496
	Iteration 54Q: 3 clusters Score -1675490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1675497.000000 Penalty: 4834.458496
	Iteration 55Q: 3 clusters Score -1675497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1675502.875000 Penalty: 4834.458496
	Iteration 56Q: 3 clusters Score -1675503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1675506.750000 Penalty: 4834.458496
	Iteration 57Q: 3 clusters Score -1675507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1675512.500000 Penalty: 4834.458496
	Iteration 58Q: 3 clusters Score -1675512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1675516.000000 Penalty: 4834.458496
	Iteration 59Q: 3 clusters Score -1675516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1675520.750000 Penalty: 4834.458496
	Iteration 60F: 3 clusters Score -1675521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1675526.250000 Penalty: 4834.458496
	Iteration 61Q: 3 clusters Score -1675526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1675528.875000 Penalty: 4834.458496
	Iteration 62Q: 3 clusters Score -1675529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1675530.625000 Penalty: 4834.458496
	Iteration 63Q: 3 clusters Score -1675531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1675531.000000 Penalty: 4834.458496
	Iteration 64Q: 3 clusters Score -1675531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1675529.625000 Penalty: 4834.458496
	Iteration 65Q: 3 clusters Score -1675530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1675531.125000 Penalty: 4834.458496
	Iteration 66Q: 3 clusters Score -1675531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1675530.250000 Penalty: 4834.458496
	Iteration 67Q: 3 clusters Score -1675530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1675530.250000 Penalty: 4834.458496
	Iteration 68F: 3 clusters Score -1675530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Entering Unmasked Estep 
Score: -1424205.875000 Penalty: 2387.563721
	Iteration 0F: 2 clusters Score -1424206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1413288.000000 Penalty: 4775.127441
	Iteration 0F: 3 clusters Score -1413288 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1416907.625000 Penalty: 4775.127441
	Iteration 1F: 3 clusters Score -1416908 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1417370.750000 Penalty: 4775.127441
	Iteration 2F: 3 clusters Score -1417371 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1417779.750000 Penalty: 4775.127441
	Iteration 3F: 3 clusters Score -1417780 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1418180.000000 Penalty: 4775.127441
	Iteration 4Q: 3 clusters Score -1418180 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1418630.125000 Penalty: 4775.127441
	Iteration 5Q: 3 clusters Score -1418630 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1419111.125000 Penalty: 4775.127441
	Iteration 6Q: 3 clusters Score -1419111 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1419570.750000 Penalty: 4775.127441
	Iteration 7F: 3 clusters Score -1419571 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1420017.750000 Penalty: 4775.127441
	Iteration 8Q: 3 clusters Score -1420018 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1420404.500000 Penalty: 4775.127441
	Iteration 9Q: 3 clusters Score -1420404 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1420721.625000 Penalty: 4775.127441
	Iteration 10Q: 3 clusters Score -1420722 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1420938.000000 Penalty: 4775.127441
	Iteration 11Q: 3 clusters Score -1420938 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1421111.000000 Penalty: 4775.127441
	Iteration 12Q: 3 clusters Score -1421111 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1421216.500000 Penalty: 4775.127441
	Iteration 13Q: 3 clusters Score -1421216 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1421282.625000 Penalty: 4775.127441
	Iteration 14Q: 3 clusters Score -1421283 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1421345.375000 Penalty: 4775.127441
	Iteration 15Q: 3 clusters Score -1421345 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1421378.250000 Penalty: 4775.127441
	Iteration 16Q: 3 clusters Score -1421378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1421408.750000 Penalty: 4775.127441
	Iteration 17Q: 3 clusters Score -1421409 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1421430.000000 Penalty: 4775.127441
	Iteration 18Q: 3 clusters Score -1421430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1421452.000000 Penalty: 4775.127441
	Iteration 19Q: 3 clusters Score -1421452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1421469.500000 Penalty: 4775.127441
	Iteration 20F: 3 clusters Score -1421470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1421487.875000 Penalty: 4775.127441
	Iteration 21Q: 3 clusters Score -1421488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1421502.250000 Penalty: 4775.127441
	Iteration 22Q: 3 clusters Score -1421502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1421524.125000 Penalty: 4775.127441
	Iteration 23Q: 3 clusters Score -1421524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1421539.500000 Penalty: 4775.127441
	Iteration 24Q: 3 clusters Score -1421540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1421551.000000 Penalty: 4775.127441
	Iteration 25Q: 3 clusters Score -1421551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1421566.500000 Penalty: 4775.127441
	Iteration 26Q: 3 clusters Score -1421566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1421579.625000 Penalty: 4775.127441
	Iteration 27Q: 3 clusters Score -1421580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1421590.750000 Penalty: 4775.127441
	Iteration 28Q: 3 clusters Score -1421591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1421615.500000 Penalty: 4775.127441
	Iteration 29Q: 3 clusters Score -1421616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1421637.250000 Penalty: 4775.127441
	Iteration 30Q: 3 clusters Score -1421637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1421652.625000 Penalty: 4775.127441
	Iteration 31Q: 3 clusters Score -1421653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1421660.375000 Penalty: 4775.127441
	Iteration 32Q: 3 clusters Score -1421660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1421672.750000 Penalty: 4775.127441
	Iteration 33Q: 3 clusters Score -1421673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1421687.250000 Penalty: 4775.127441
	Iteration 34Q: 3 clusters Score -1421687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1421703.375000 Penalty: 4775.127441
	Iteration 35Q: 3 clusters Score -1421703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1421714.875000 Penalty: 4775.127441
	Iteration 36Q: 3 clusters Score -1421715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1421728.375000 Penalty: 4775.127441
	Iteration 37Q: 3 clusters Score -1421728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1421740.625000 Penalty: 4775.127441
	Iteration 38Q: 3 clusters Score -1421741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1421752.250000 Penalty: 4775.127441
	Iteration 39Q: 3 clusters Score -1421752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1421766.000000 Penalty: 4775.127441
	Iteration 40F: 3 clusters Score -1421766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1421783.375000 Penalty: 4775.127441
	Iteration 41Q: 3 clusters Score -1421783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1421797.250000 Penalty: 4775.127441
	Iteration 42Q: 3 clusters Score -1421797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1421810.500000 Penalty: 4775.127441
	Iteration 43Q: 3 clusters Score -1421810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1421821.000000 Penalty: 4775.127441
	Iteration 44Q: 3 clusters Score -1421821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1421836.000000 Penalty: 4775.127441
	Iteration 45Q: 3 clusters Score -1421836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1421846.500000 Penalty: 4775.127441
	Iteration 46Q: 3 clusters Score -1421846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1421861.250000 Penalty: 4775.127441
	Iteration 47Q: 3 clusters Score -1421861 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1421878.500000 Penalty: 4775.127441
	Iteration 48Q: 3 clusters Score -1421878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1421901.875000 Penalty: 4775.127441
	Iteration 49Q: 3 clusters Score -1421902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1421937.000000 Penalty: 4775.127441
	Iteration 50Q: 3 clusters Score -1421937 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1421976.000000 Penalty: 4775.127441
	Iteration 51Q: 3 clusters Score -1421976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1422016.000000 Penalty: 4775.127441
	Iteration 52Q: 3 clusters Score -1422016 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1422054.500000 Penalty: 4775.127441
	Iteration 53Q: 3 clusters Score -1422054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1422077.125000 Penalty: 4775.127441
	Iteration 54Q: 3 clusters Score -1422077 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1422111.625000 Penalty: 4775.127441
	Iteration 55Q: 3 clusters Score -1422112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1422142.000000 Penalty: 4775.127441
	Iteration 56Q: 3 clusters Score -1422142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1422173.875000 Penalty: 4775.127441
	Iteration 57Q: 3 clusters Score -1422174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1422204.375000 Penalty: 4775.127441
	Iteration 58Q: 3 clusters Score -1422204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1422233.500000 Penalty: 4775.127441
	Iteration 59Q: 3 clusters Score -1422234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1422257.875000 Penalty: 4775.127441
	Iteration 60F: 3 clusters Score -1422258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1422295.500000 Penalty: 4775.127441
	Iteration 61Q: 3 clusters Score -1422296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1422317.125000 Penalty: 4775.127441
	Iteration 62Q: 3 clusters Score -1422317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1422351.375000 Penalty: 4775.127441
	Iteration 63Q: 3 clusters Score -1422351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1422375.500000 Penalty: 4775.127441
	Iteration 64Q: 3 clusters Score -1422376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1422398.750000 Penalty: 4775.127441
	Iteration 65Q: 3 clusters Score -1422399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1422436.625000 Penalty: 4775.127441
	Iteration 66Q: 3 clusters Score -1422437 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1422484.875000 Penalty: 4775.127441
	Iteration 67Q: 3 clusters Score -1422485 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1422532.125000 Penalty: 4775.127441
	Iteration 68Q: 3 clusters Score -1422532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1422578.625000 Penalty: 4775.127441
	Iteration 69Q: 3 clusters Score -1422579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1422631.875000 Penalty: 4775.127441
	Iteration 70Q: 3 clusters Score -1422632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1422675.875000 Penalty: 4775.127441
	Iteration 71Q: 3 clusters Score -1422676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1422710.625000 Penalty: 4775.127441
	Iteration 72Q: 3 clusters Score -1422711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1422738.500000 Penalty: 4775.127441
	Iteration 73Q: 3 clusters Score -1422738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1422758.750000 Penalty: 4775.127441
	Iteration 74Q: 3 clusters Score -1422759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1422780.500000 Penalty: 4775.127441
	Iteration 75Q: 3 clusters Score -1422780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1422789.250000 Penalty: 4775.127441
	Iteration 76Q: 3 clusters Score -1422789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1422810.000000 Penalty: 4775.127441
	Iteration 77Q: 3 clusters Score -1422810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1422825.375000 Penalty: 4775.127441
	Iteration 78Q: 3 clusters Score -1422825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1422830.625000 Penalty: 4775.127441
	Iteration 79Q: 3 clusters Score -1422831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1422839.875000 Penalty: 4775.127441
	Iteration 80F: 3 clusters Score -1422840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1422847.375000 Penalty: 4775.127441
	Iteration 81Q: 3 clusters Score -1422847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1422858.375000 Penalty: 4775.127441
	Iteration 82Q: 3 clusters Score -1422858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1422857.375000 Penalty: 4775.127441
	Iteration 83Q: 3 clusters Score -1422857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1422864.125000 Penalty: 4775.127441
	Iteration 84Q: 3 clusters Score -1422864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1422878.125000 Penalty: 4775.127441
	Iteration 85Q: 3 clusters Score -1422878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1422886.250000 Penalty: 4775.127441
	Iteration 86Q: 3 clusters Score -1422886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1422891.500000 Penalty: 4775.127441
	Iteration 87Q: 3 clusters Score -1422892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1422899.375000 Penalty: 4775.127441
	Iteration 88Q: 3 clusters Score -1422899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1422905.375000 Penalty: 4775.127441
	Iteration 89Q: 3 clusters Score -1422905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1422906.500000 Penalty: 4775.127441
	Iteration 90Q: 3 clusters Score -1422906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1422906.875000 Penalty: 4775.127441
	Iteration 91Q: 3 clusters Score -1422907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1422914.125000 Penalty: 4775.127441
	Iteration 92Q: 3 clusters Score -1422914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1422912.750000 Penalty: 4775.127441
	Iteration 93Q: 3 clusters Score -1422913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1422913.000000 Penalty: 4775.127441
	Iteration 94Q: 3 clusters Score -1422913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1422918.000000 Penalty: 4775.127441
	Iteration 95Q: 3 clusters Score -1422918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1422917.750000 Penalty: 4775.127441
	Iteration 96Q: 3 clusters Score -1422918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1422914.375000 Penalty: 4775.127441
	Iteration 97Q: 3 clusters Score -1422914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1422917.875000 Penalty: 4775.127441
	Iteration 98Q: 3 clusters Score -1422918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1422920.500000 Penalty: 4775.127441
	Iteration 99Q: 3 clusters Score -1422920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1422923.875000 Penalty: 4775.127441
	Iteration 100F: 3 clusters Score -1422924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1422923.125000 Penalty: 4775.127441
	Iteration 101Q: 3 clusters Score -1422923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1422922.375000 Penalty: 4775.127441
	Iteration 102Q: 3 clusters Score -1422922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1422922.625000 Penalty: 4775.127441
	Iteration 103Q: 3 clusters Score -1422923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1422923.625000 Penalty: 4775.127441
	Iteration 104Q: 3 clusters Score -1422924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1422921.750000 Penalty: 4775.127441
	Iteration 105Q: 3 clusters Score -1422922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1422923.500000 Penalty: 4775.127441
	Iteration 106Q: 3 clusters Score -1422924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1422921.625000 Penalty: 4775.127441
	Iteration 107Q: 3 clusters Score -1422922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1422923.375000 Penalty: 4775.127441
	Iteration 108Q: 3 clusters Score -1422923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1422923.375000 Penalty: 4775.127441
	Iteration 109F: 3 clusters Score -1422923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188618.781250 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188618.8 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 1025 members 
Entering Unmasked Estep 
Score: -185974.609375 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -185974.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -186469.078125 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186469.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -186596.734375 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186596.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -186673.765625 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186673.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -186719.562500 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186719.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186752.140625 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186752.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -186771.156250 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186771.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -186787.046875 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -186796.687500 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -186796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186808.468750 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -186808.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -186821.781250 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -186821.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -186832.062500 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -186832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -186840.953125 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -186841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -186848.281250 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -186848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -186851.078125 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -186851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -186852.640625 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -186852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -186854.203125 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -186854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -186855.796875 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -186855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -186855.796875 Penalty: 3781.811035
	Iteration 18F: 3 clusters Score -186855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Entering Unmasked Estep 
Score: -3895314.750000 Penalty: 2626.348145
	Iteration 0F: 2 clusters Score -3895315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3868375.250000 Penalty: 5252.696289
	Iteration 0F: 3 clusters Score -3868375 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3878545.500000 Penalty: 5252.696289
	Iteration 1F: 3 clusters Score -3878546 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3879275.000000 Penalty: 5252.696289
	Iteration 2F: 3 clusters Score -3879275 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3880183.750000 Penalty: 5252.696289
	Iteration 3F: 3 clusters Score -3880184 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3881279.500000 Penalty: 5252.696289
	Iteration 4F: 3 clusters Score -3881280 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3882767.500000 Penalty: 5252.696289
	Iteration 5F: 3 clusters Score -3882768 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3884554.000000 Penalty: 5252.696289
	Iteration 6F: 3 clusters Score -3884554 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3886346.500000 Penalty: 5252.696289
	Iteration 7F: 3 clusters Score -3886346 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3888068.250000 Penalty: 5252.696289
	Iteration 8F: 3 clusters Score -3888068 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3889512.250000 Penalty: 5252.696289
	Iteration 9Q: 3 clusters Score -3889512 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3890541.250000 Penalty: 5252.696289
	Iteration 10Q: 3 clusters Score -3890541 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3891191.250000 Penalty: 5252.696289
	Iteration 11Q: 3 clusters Score -3891191 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3891598.500000 Penalty: 5252.696289
	Iteration 12Q: 3 clusters Score -3891598 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3891860.250000 Penalty: 5252.696289
	Iteration 13Q: 3 clusters Score -3891860 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3892105.250000 Penalty: 5252.696289
	Iteration 14Q: 3 clusters Score -3892105 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3892322.500000 Penalty: 5252.696289
	Iteration 15Q: 3 clusters Score -3892322 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3892482.500000 Penalty: 5252.696289
	Iteration 16Q: 3 clusters Score -3892482 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3892609.750000 Penalty: 5252.696289
	Iteration 17Q: 3 clusters Score -3892610 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3892734.250000 Penalty: 5252.696289
	Iteration 18Q: 3 clusters Score -3892734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3892836.250000 Penalty: 5252.696289
	Iteration 19Q: 3 clusters Score -3892836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3892920.500000 Penalty: 5252.696289
	Iteration 20F: 3 clusters Score -3892920 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3893017.750000 Penalty: 5252.696289
	Iteration 21Q: 3 clusters Score -3893018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3893094.000000 Penalty: 5252.696289
	Iteration 22Q: 3 clusters Score -3893094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3893161.250000 Penalty: 5252.696289
	Iteration 23Q: 3 clusters Score -3893161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3893245.250000 Penalty: 5252.696289
	Iteration 24Q: 3 clusters Score -3893245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3893313.250000 Penalty: 5252.696289
	Iteration 25Q: 3 clusters Score -3893313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3893377.250000 Penalty: 5252.696289
	Iteration 26Q: 3 clusters Score -3893377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3893451.000000 Penalty: 5252.696289
	Iteration 27Q: 3 clusters Score -3893451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3893511.750000 Penalty: 5252.696289
	Iteration 28Q: 3 clusters Score -3893512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3893567.500000 Penalty: 5252.696289
	Iteration 29Q: 3 clusters Score -3893568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3893626.250000 Penalty: 5252.696289
	Iteration 30Q: 3 clusters Score -3893626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3893664.250000 Penalty: 5252.696289
	Iteration 31Q: 3 clusters Score -3893664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3893703.500000 Penalty: 5252.696289
	Iteration 32Q: 3 clusters Score -3893704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3893721.250000 Penalty: 5252.696289
	Iteration 33Q: 3 clusters Score -3893721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3893740.500000 Penalty: 5252.696289
	Iteration 34Q: 3 clusters Score -3893740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3893758.750000 Penalty: 5252.696289
	Iteration 35Q: 3 clusters Score -3893759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3893780.250000 Penalty: 5252.696289
	Iteration 36Q: 3 clusters Score -3893780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3893787.750000 Penalty: 5252.696289
	Iteration 37Q: 3 clusters Score -3893788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3893801.500000 Penalty: 5252.696289
	Iteration 38Q: 3 clusters Score -3893802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3893806.750000 Penalty: 5252.696289
	Iteration 39Q: 3 clusters Score -3893807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3893814.750000 Penalty: 5252.696289
	Iteration 40F: 3 clusters Score -3893815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3893811.000000 Penalty: 5252.696289
	Iteration 41Q: 3 clusters Score -3893811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3893815.500000 Penalty: 5252.696289
	Iteration 42Q: 3 clusters Score -3893816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3893808.000000 Penalty: 5252.696289
	Iteration 43Q: 3 clusters Score -3893808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3893808.000000 Penalty: 5252.696289
	Iteration 44F: 3 clusters Score -3893808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Entering Unmasked Estep 
Score: -6040704.000000 Penalty: 2729.073975
	Iteration 0F: 2 clusters Score -6040704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6000358.000000 Penalty: 5458.147949
	Iteration 0F: 3 clusters Score -6000358 nChanged 28008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6015710.500000 Penalty: 5458.147949
	Iteration 1F: 3 clusters Score -6015710 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -6016445.500000 Penalty: 5458.147949
	Iteration 2Q: 3 clusters Score -6016446 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -6017335.000000 Penalty: 5458.147949
	Iteration 3Q: 3 clusters Score -6017335 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -6018613.500000 Penalty: 5458.147949
	Iteration 4Q: 3 clusters Score -6018614 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6020278.500000 Penalty: 5458.147949
	Iteration 5F: 3 clusters Score -6020278 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6022484.500000 Penalty: 5458.147949
	Iteration 6F: 3 clusters Score -6022484 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -6025056.000000 Penalty: 5458.147949
	Iteration 7F: 3 clusters Score -6025056 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -6027768.000000 Penalty: 5458.147949
	Iteration 8F: 3 clusters Score -6027768 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6030157.500000 Penalty: 5458.147949
	Iteration 9F: 3 clusters Score -6030158 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -6032050.500000 Penalty: 5458.147949
	Iteration 10Q: 3 clusters Score -6032050 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -6033545.000000 Penalty: 5458.147949
	Iteration 11Q: 3 clusters Score -6033545 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -6034698.500000 Penalty: 5458.147949
	Iteration 12Q: 3 clusters Score -6034698 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6035531.000000 Penalty: 5458.147949
	Iteration 13Q: 3 clusters Score -6035531 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -6036247.000000 Penalty: 5458.147949
	Iteration 14Q: 3 clusters Score -6036247 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6036781.500000 Penalty: 5458.147949
	Iteration 15Q: 3 clusters Score -6036782 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6037189.500000 Penalty: 5458.147949
	Iteration 16Q: 3 clusters Score -6037190 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6037481.500000 Penalty: 5458.147949
	Iteration 17Q: 3 clusters Score -6037482 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6037769.500000 Penalty: 5458.147949
	Iteration 18Q: 3 clusters Score -6037770 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6037952.500000 Penalty: 5458.147949
	Iteration 19Q: 3 clusters Score -6037952 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6038090.000000 Penalty: 5458.147949
	Iteration 20F: 3 clusters Score -6038090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6038189.500000 Penalty: 5458.147949
	Iteration 21Q: 3 clusters Score -6038190 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6038245.500000 Penalty: 5458.147949
	Iteration 22Q: 3 clusters Score -6038246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6038281.000000 Penalty: 5458.147949
	Iteration 23Q: 3 clusters Score -6038281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6038326.500000 Penalty: 5458.147949
	Iteration 24Q: 3 clusters Score -6038326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6038343.000000 Penalty: 5458.147949
	Iteration 25Q: 3 clusters Score -6038343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6038373.000000 Penalty: 5458.147949
	Iteration 26Q: 3 clusters Score -6038373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6038383.000000 Penalty: 5458.147949
	Iteration 27Q: 3 clusters Score -6038383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6038413.500000 Penalty: 5458.147949
	Iteration 28Q: 3 clusters Score -6038414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6038418.500000 Penalty: 5458.147949
	Iteration 29Q: 3 clusters Score -6038418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6038424.000000 Penalty: 5458.147949
	Iteration 30Q: 3 clusters Score -6038424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6038432.500000 Penalty: 5458.147949
	Iteration 31Q: 3 clusters Score -6038432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6038445.000000 Penalty: 5458.147949
	Iteration 32Q: 3 clusters Score -6038445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6038447.500000 Penalty: 5458.147949
	Iteration 33Q: 3 clusters Score -6038448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6038460.000000 Penalty: 5458.147949
	Iteration 34Q: 3 clusters Score -6038460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6038467.000000 Penalty: 5458.147949
	Iteration 35Q: 3 clusters Score -6038467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6038473.500000 Penalty: 5458.147949
	Iteration 36Q: 3 clusters Score -6038474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6038478.500000 Penalty: 5458.147949
	Iteration 37Q: 3 clusters Score -6038478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6038486.500000 Penalty: 5458.147949
	Iteration 38Q: 3 clusters Score -6038486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6038483.000000 Penalty: 5458.147949
	Iteration 39Q: 3 clusters Score -6038483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6038478.500000 Penalty: 5458.147949
	Iteration 40F: 3 clusters Score -6038478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6038478.500000 Penalty: 5458.147949
	Iteration 41Q: 3 clusters Score -6038478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6038489.000000 Penalty: 5458.147949
	Iteration 42Q: 3 clusters Score -6038489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6038489.000000 Penalty: 5458.147949
	Iteration 43F: 3 clusters Score -6038489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -661239.562500 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -661239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -655567.750000 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -655567.8 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -657066.937500 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -657066.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -657365.312500 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -657365.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -657555.500000 Penalty: 4385.071289
	Iteration 3F: 3 clusters Score -657555.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -657719.062500 Penalty: 4385.071289
	Iteration 4Q: 3 clusters Score -657719.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -657849.500000 Penalty: 4385.071289
	Iteration 5Q: 3 clusters Score -657849.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -657975.062500 Penalty: 4385.071289
	Iteration 6Q: 3 clusters Score -657975.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -658097.875000 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -658097.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -658237.312500 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -658237.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -658392.812500 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -658392.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -658539.687500 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -658539.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -658670.562500 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -658670.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -658765.312500 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -658765.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -658853.125000 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -658853.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -658947.625000 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -658947.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -659045.562500 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -659045.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -659130.687500 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -659130.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -659194.625000 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -659194.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -659267.562500 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -659267.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -659334.000000 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -659334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -659426.125000 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -659426.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -659471.250000 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -659471.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -659491.625000 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -659491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -659503.250000 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -659503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -659517.500000 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -659517.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -659523.625000 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -659523.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -659530.187500 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -659530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -659536.125000 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -659536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -659539.062500 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -659539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -659542.812500 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -659542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -659544.750000 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -659544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -659545.625000 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -659545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -659546.625000 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -659546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -659548.562500 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -659548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -659550.625000 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -659550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -659553.625000 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -659553.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -659557.500000 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -659557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -659558.687500 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -659558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -659559.437500 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -659559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -659560.375000 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -659560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -659561.750000 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -659561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Entering Unmasked Estep 
Score: -1427374.625000 Penalty: 2393.985107
	Iteration 0F: 2 clusters Score -1427375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1416133.375000 Penalty: 4787.970215
	Iteration 0F: 3 clusters Score -1416133 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1420079.750000 Penalty: 4787.970215
	Iteration 1F: 3 clusters Score -1420080 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1420653.625000 Penalty: 4787.970215
	Iteration 2F: 3 clusters Score -1420654 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1421157.500000 Penalty: 4787.970215
	Iteration 3F: 3 clusters Score -1421158 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1421597.750000 Penalty: 4787.970215
	Iteration 4F: 3 clusters Score -1421598 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1421998.250000 Penalty: 4787.970215
	Iteration 5F: 3 clusters Score -1421998 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1422366.625000 Penalty: 4787.970215
	Iteration 6Q: 3 clusters Score -1422367 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1422715.500000 Penalty: 4787.970215
	Iteration 7Q: 3 clusters Score -1422716 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1423016.750000 Penalty: 4787.970215
	Iteration 8Q: 3 clusters Score -1423017 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1423321.000000 Penalty: 4787.970215
	Iteration 9Q: 3 clusters Score -1423321 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1423621.750000 Penalty: 4787.970215
	Iteration 10Q: 3 clusters Score -1423622 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1423873.375000 Penalty: 4787.970215
	Iteration 11Q: 3 clusters Score -1423873 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1424061.750000 Penalty: 4787.970215
	Iteration 12Q: 3 clusters Score -1424062 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1424219.750000 Penalty: 4787.970215
	Iteration 13Q: 3 clusters Score -1424220 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1424356.250000 Penalty: 4787.970215
	Iteration 14Q: 3 clusters Score -1424356 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1424469.625000 Penalty: 4787.970215
	Iteration 15Q: 3 clusters Score -1424470 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1424546.625000 Penalty: 4787.970215
	Iteration 16Q: 3 clusters Score -1424547 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1424597.625000 Penalty: 4787.970215
	Iteration 17Q: 3 clusters Score -1424598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1424637.250000 Penalty: 4787.970215
	Iteration 18Q: 3 clusters Score -1424637 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1424659.625000 Penalty: 4787.970215
	Iteration 19Q: 3 clusters Score -1424660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1424680.250000 Penalty: 4787.970215
	Iteration 20F: 3 clusters Score -1424680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1424701.750000 Penalty: 4787.970215
	Iteration 21Q: 3 clusters Score -1424702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1424713.125000 Penalty: 4787.970215
	Iteration 22Q: 3 clusters Score -1424713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1424722.500000 Penalty: 4787.970215
	Iteration 23Q: 3 clusters Score -1424722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1424732.375000 Penalty: 4787.970215
	Iteration 24Q: 3 clusters Score -1424732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1424737.750000 Penalty: 4787.970215
	Iteration 25Q: 3 clusters Score -1424738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1424743.875000 Penalty: 4787.970215
	Iteration 26Q: 3 clusters Score -1424744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1424746.750000 Penalty: 4787.970215
	Iteration 27Q: 3 clusters Score -1424747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1424752.500000 Penalty: 4787.970215
	Iteration 28Q: 3 clusters Score -1424752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1424753.750000 Penalty: 4787.970215
	Iteration 29Q: 3 clusters Score -1424754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1424760.000000 Penalty: 4787.970215
	Iteration 30Q: 3 clusters Score -1424760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1424763.625000 Penalty: 4787.970215
	Iteration 31Q: 3 clusters Score -1424764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1424763.500000 Penalty: 4787.970215
	Iteration 32Q: 3 clusters Score -1424764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1424765.125000 Penalty: 4787.970215
	Iteration 33Q: 3 clusters Score -1424765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1424765.250000 Penalty: 4787.970215
	Iteration 34Q: 3 clusters Score -1424765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1424765.375000 Penalty: 4787.970215
	Iteration 35Q: 3 clusters Score -1424765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1424768.375000 Penalty: 4787.970215
	Iteration 36Q: 3 clusters Score -1424768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1424767.250000 Penalty: 4787.970215
	Iteration 37Q: 3 clusters Score -1424767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1424768.625000 Penalty: 4787.970215
	Iteration 38Q: 3 clusters Score -1424769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1424767.750000 Penalty: 4787.970215
	Iteration 39Q: 3 clusters Score -1424768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1424767.750000 Penalty: 4787.970215
	Iteration 40F: 3 clusters Score -1424768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -204415.687500 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -204415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201521.125000 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -201521.1 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -202412.250000 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -202412.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -202812.078125 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -202812.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -203111.953125 Penalty: 3896.734375
	Iteration 3F: 3 clusters Score -203112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -203288.296875 Penalty: 3896.734375
	Iteration 4F: 3 clusters Score -203288.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -203402.046875 Penalty: 3896.734375
	Iteration 5Q: 3 clusters Score -203402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -203459.421875 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -203459.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -203478.156250 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -203478.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -203490.890625 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -203490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -203499.390625 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -203499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -203509.140625 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -203509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -203516.062500 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -203516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -203521.359375 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -203521.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -203524.781250 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -203524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -203529.687500 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -203529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -203533.578125 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -203533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -203534.750000 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -203534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -203534.750000 Penalty: 3896.734375
	Iteration 17F: 3 clusters Score -203534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -184285.031250 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -184285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181591.171875 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -181591.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -182176.453125 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -182176.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -182359.265625 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -182359.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182444.140625 Penalty: 3788.785156
	Iteration 3Q: 3 clusters Score -182444.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182510.171875 Penalty: 3788.785156
	Iteration 4Q: 3 clusters Score -182510.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182561.093750 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -182561.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182624.109375 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -182624.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -182680.218750 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -182680.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -182729.968750 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -182730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -182782.484375 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -182782.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182829.609375 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -182829.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -182878.062500 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -182878.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182923.156250 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -182923.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -182954.593750 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -182954.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -182979.109375 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -182979.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -183006.500000 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -183006.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -183027.000000 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -183027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -183054.140625 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -183054.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -183079.453125 Penalty: 3788.785156
	Iteration 18Q: 3 clusters Score -183079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -183094.718750 Penalty: 3788.785156
	Iteration 19Q: 3 clusters Score -183094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -183100.078125 Penalty: 3788.785156
	Iteration 20F: 3 clusters Score -183100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -183104.718750 Penalty: 3788.785156
	Iteration 21Q: 3 clusters Score -183104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -183109.718750 Penalty: 3788.785156
	Iteration 22Q: 3 clusters Score -183109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -183114.703125 Penalty: 3788.785156
	Iteration 23Q: 3 clusters Score -183114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -183121.812500 Penalty: 3788.785156
	Iteration 24Q: 3 clusters Score -183121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -183128.843750 Penalty: 3788.785156
	Iteration 25Q: 3 clusters Score -183128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -183132.218750 Penalty: 3788.785156
	Iteration 26Q: 3 clusters Score -183132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -183133.015625 Penalty: 3788.785156
	Iteration 27Q: 3 clusters Score -183133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -183133.015625 Penalty: 3788.785156
	Iteration 28F: 3 clusters Score -183133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -958150.750000 Penalty: 2284.065186
	Iteration 0F: 2 clusters Score -958150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -950500.750000 Penalty: 4568.130371
	Iteration 0F: 3 clusters Score -950500.8 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -952913.250000 Penalty: 4568.130371
	Iteration 1F: 3 clusters Score -952913.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -953341.875000 Penalty: 4568.130371
	Iteration 2F: 3 clusters Score -953341.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -953642.312500 Penalty: 4568.130371
	Iteration 3F: 3 clusters Score -953642.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -953854.125000 Penalty: 4568.130371
	Iteration 4Q: 3 clusters Score -953854.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -954007.500000 Penalty: 4568.130371
	Iteration 5Q: 3 clusters Score -954007.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -954136.500000 Penalty: 4568.130371
	Iteration 6Q: 3 clusters Score -954136.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -954268.500000 Penalty: 4568.130371
	Iteration 7Q: 3 clusters Score -954268.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -954406.625000 Penalty: 4568.130371
	Iteration 8Q: 3 clusters Score -954406.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -954508.312500 Penalty: 4568.130371
	Iteration 9Q: 3 clusters Score -954508.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -954620.375000 Penalty: 4568.130371
	Iteration 10Q: 3 clusters Score -954620.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -954723.250000 Penalty: 4568.130371
	Iteration 11Q: 3 clusters Score -954723.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -954821.437500 Penalty: 4568.130371
	Iteration 12Q: 3 clusters Score -954821.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -954923.875000 Penalty: 4568.130371
	Iteration 13Q: 3 clusters Score -954923.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -955010.437500 Penalty: 4568.130371
	Iteration 14Q: 3 clusters Score -955010.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -955088.250000 Penalty: 4568.130371
	Iteration 15Q: 3 clusters Score -955088.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -955169.187500 Penalty: 4568.130371
	Iteration 16Q: 3 clusters Score -955169.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -955246.875000 Penalty: 4568.130371
	Iteration 17Q: 3 clusters Score -955246.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -955320.500000 Penalty: 4568.130371
	Iteration 18Q: 3 clusters Score -955320.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -955382.500000 Penalty: 4568.130371
	Iteration 19Q: 3 clusters Score -955382.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -955450.937500 Penalty: 4568.130371
	Iteration 20F: 3 clusters Score -955450.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -955528.062500 Penalty: 4568.130371
	Iteration 21Q: 3 clusters Score -955528.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -955614.187500 Penalty: 4568.130371
	Iteration 22Q: 3 clusters Score -955614.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -955697.187500 Penalty: 4568.130371
	Iteration 23Q: 3 clusters Score -955697.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -955770.562500 Penalty: 4568.130371
	Iteration 24Q: 3 clusters Score -955770.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -955855.937500 Penalty: 4568.130371
	Iteration 25Q: 3 clusters Score -955855.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -955943.125000 Penalty: 4568.130371
	Iteration 26Q: 3 clusters Score -955943.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -956026.312500 Penalty: 4568.130371
	Iteration 27Q: 3 clusters Score -956026.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -956101.187500 Penalty: 4568.130371
	Iteration 28Q: 3 clusters Score -956101.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -956160.625000 Penalty: 4568.130371
	Iteration 29Q: 3 clusters Score -956160.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -956215.375000 Penalty: 4568.130371
	Iteration 30Q: 3 clusters Score -956215.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -956271.687500 Penalty: 4568.130371
	Iteration 31Q: 3 clusters Score -956271.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -956335.875000 Penalty: 4568.130371
	Iteration 32Q: 3 clusters Score -956335.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -956399.312500 Penalty: 4568.130371
	Iteration 33Q: 3 clusters Score -956399.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -956456.312500 Penalty: 4568.130371
	Iteration 34Q: 3 clusters Score -956456.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -956502.062500 Penalty: 4568.130371
	Iteration 35Q: 3 clusters Score -956502.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -956540.500000 Penalty: 4568.130371
	Iteration 36Q: 3 clusters Score -956540.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -956569.875000 Penalty: 4568.130371
	Iteration 37Q: 3 clusters Score -956569.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -956586.437500 Penalty: 4568.130371
	Iteration 38Q: 3 clusters Score -956586.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -956594.437500 Penalty: 4568.130371
	Iteration 39Q: 3 clusters Score -956594.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -956601.187500 Penalty: 4568.130371
	Iteration 40F: 3 clusters Score -956601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -956606.437500 Penalty: 4568.130371
	Iteration 41Q: 3 clusters Score -956606.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -956611.625000 Penalty: 4568.130371
	Iteration 42Q: 3 clusters Score -956611.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -956613.937500 Penalty: 4568.130371
	Iteration 43Q: 3 clusters Score -956613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -956616.875000 Penalty: 4568.130371
	Iteration 44Q: 3 clusters Score -956616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -956617.937500 Penalty: 4568.130371
	Iteration 45Q: 3 clusters Score -956617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -956617.750000 Penalty: 4568.130371
	Iteration 46Q: 3 clusters Score -956617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -956618.750000 Penalty: 4568.130371
	Iteration 47Q: 3 clusters Score -956618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -956619.687500 Penalty: 4568.130371
	Iteration 48Q: 3 clusters Score -956619.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -956622.750000 Penalty: 4568.130371
	Iteration 49Q: 3 clusters Score -956622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -956626.625000 Penalty: 4568.130371
	Iteration 50Q: 3 clusters Score -956626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -956623.750000 Penalty: 4568.130371
	Iteration 51Q: 3 clusters Score -956623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -956623.062500 Penalty: 4568.130371
	Iteration 52Q: 3 clusters Score -956623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -956624.000000 Penalty: 4568.130371
	Iteration 53Q: 3 clusters Score -956624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -956626.500000 Penalty: 4568.130371
	Iteration 54Q: 3 clusters Score -956626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -956627.000000 Penalty: 4568.130371
	Iteration 55Q: 3 clusters Score -956627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -956626.937500 Penalty: 4568.130371
	Iteration 56Q: 3 clusters Score -956626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -956628.812500 Penalty: 4568.130371
	Iteration 57Q: 3 clusters Score -956628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -956631.500000 Penalty: 4568.130371
	Iteration 58Q: 3 clusters Score -956631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -956631.250000 Penalty: 4568.130371
	Iteration 59Q: 3 clusters Score -956631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -956631.250000 Penalty: 4568.130371
	Iteration 60F: 3 clusters Score -956631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1549559.375000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -1549559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1538084.375000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -1538084 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1541830.750000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -1541831 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1542231.875000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -1542232 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1542549.250000 Penalty: 4800.457520
	Iteration 3Q: 3 clusters Score -1542549 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1542822.000000 Penalty: 4800.457520
	Iteration 4Q: 3 clusters Score -1542822 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1543047.375000 Penalty: 4800.457520
	Iteration 5Q: 3 clusters Score -1543047 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1543274.750000 Penalty: 4800.457520
	Iteration 6Q: 3 clusters Score -1543275 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1543521.750000 Penalty: 4800.457520
	Iteration 7Q: 3 clusters Score -1543522 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1543849.250000 Penalty: 4800.457520
	Iteration 8Q: 3 clusters Score -1543849 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1544273.750000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -1544274 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1544755.875000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -1544756 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1545259.500000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -1545260 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1545770.625000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -1545771 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1546219.125000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -1546219 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1546560.125000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -1546560 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1546835.750000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -1546836 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1547029.500000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -1547030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1547163.625000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -1547164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1547251.125000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -1547251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1547310.875000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -1547311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1547371.500000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -1547372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1547431.625000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -1547432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1547476.375000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -1547476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1547494.375000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -1547494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1547516.375000 Penalty: 4800.457520
	Iteration 24Q: 3 clusters Score -1547516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1547527.875000 Penalty: 4800.457520
	Iteration 25Q: 3 clusters Score -1547528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1547538.875000 Penalty: 4800.457520
	Iteration 26Q: 3 clusters Score -1547539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1547547.750000 Penalty: 4800.457520
	Iteration 27Q: 3 clusters Score -1547548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1547551.625000 Penalty: 4800.457520
	Iteration 28Q: 3 clusters Score -1547552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1547561.500000 Penalty: 4800.457520
	Iteration 29Q: 3 clusters Score -1547562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1547567.500000 Penalty: 4800.457520
	Iteration 30Q: 3 clusters Score -1547568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1547573.375000 Penalty: 4800.457520
	Iteration 31Q: 3 clusters Score -1547573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1547578.875000 Penalty: 4800.457520
	Iteration 32Q: 3 clusters Score -1547579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1547580.375000 Penalty: 4800.457520
	Iteration 33Q: 3 clusters Score -1547580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1547582.625000 Penalty: 4800.457520
	Iteration 34Q: 3 clusters Score -1547583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1547584.000000 Penalty: 4800.457520
	Iteration 35Q: 3 clusters Score -1547584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1547584.000000 Penalty: 4800.457520
	Iteration 36F: 3 clusters Score -1547584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -573941.500000 Penalty: 2144.149170
	Iteration 0F: 2 clusters Score -573941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -568943.562500 Penalty: 4288.298340
	Iteration 0F: 3 clusters Score -568943.6 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -570150.125000 Penalty: 4288.298340
	Iteration 1F: 3 clusters Score -570150.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -570438.187500 Penalty: 4288.298340
	Iteration 2F: 3 clusters Score -570438.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -570658.187500 Penalty: 4288.298340
	Iteration 3F: 3 clusters Score -570658.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -570820.625000 Penalty: 4288.298340
	Iteration 4Q: 3 clusters Score -570820.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -570976.000000 Penalty: 4288.298340
	Iteration 5Q: 3 clusters Score -570976 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -571096.437500 Penalty: 4288.298340
	Iteration 6Q: 3 clusters Score -571096.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -571203.250000 Penalty: 4288.298340
	Iteration 7Q: 3 clusters Score -571203.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -571290.437500 Penalty: 4288.298340
	Iteration 8Q: 3 clusters Score -571290.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -571375.812500 Penalty: 4288.298340
	Iteration 9Q: 3 clusters Score -571375.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -571438.250000 Penalty: 4288.298340
	Iteration 10Q: 3 clusters Score -571438.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -571484.750000 Penalty: 4288.298340
	Iteration 11Q: 3 clusters Score -571484.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -571531.062500 Penalty: 4288.298340
	Iteration 12Q: 3 clusters Score -571531.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -571566.625000 Penalty: 4288.298340
	Iteration 13Q: 3 clusters Score -571566.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -571594.000000 Penalty: 4288.298340
	Iteration 14Q: 3 clusters Score -571594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -571616.875000 Penalty: 4288.298340
	Iteration 15Q: 3 clusters Score -571616.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -571643.437500 Penalty: 4288.298340
	Iteration 16Q: 3 clusters Score -571643.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -571670.062500 Penalty: 4288.298340
	Iteration 17Q: 3 clusters Score -571670.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -571691.625000 Penalty: 4288.298340
	Iteration 18Q: 3 clusters Score -571691.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -571709.000000 Penalty: 4288.298340
	Iteration 19Q: 3 clusters Score -571709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -571731.625000 Penalty: 4288.298340
	Iteration 20F: 3 clusters Score -571731.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -571746.625000 Penalty: 4288.298340
	Iteration 21Q: 3 clusters Score -571746.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -571765.937500 Penalty: 4288.298340
	Iteration 22Q: 3 clusters Score -571765.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -571779.375000 Penalty: 4288.298340
	Iteration 23Q: 3 clusters Score -571779.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -571791.500000 Penalty: 4288.298340
	Iteration 24Q: 3 clusters Score -571791.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -571805.750000 Penalty: 4288.298340
	Iteration 25Q: 3 clusters Score -571805.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -571816.812500 Penalty: 4288.298340
	Iteration 26Q: 3 clusters Score -571816.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -571825.062500 Penalty: 4288.298340
	Iteration 27Q: 3 clusters Score -571825.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -571833.687500 Penalty: 4288.298340
	Iteration 28Q: 3 clusters Score -571833.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -571846.562500 Penalty: 4288.298340
	Iteration 29Q: 3 clusters Score -571846.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -571852.875000 Penalty: 4288.298340
	Iteration 30Q: 3 clusters Score -571852.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -571862.187500 Penalty: 4288.298340
	Iteration 31Q: 3 clusters Score -571862.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -571870.062500 Penalty: 4288.298340
	Iteration 32Q: 3 clusters Score -571870.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -571881.312500 Penalty: 4288.298340
	Iteration 33Q: 3 clusters Score -571881.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -571890.000000 Penalty: 4288.298340
	Iteration 34Q: 3 clusters Score -571890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -571902.687500 Penalty: 4288.298340
	Iteration 35Q: 3 clusters Score -571902.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -571911.375000 Penalty: 4288.298340
	Iteration 36Q: 3 clusters Score -571911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -571919.812500 Penalty: 4288.298340
	Iteration 37Q: 3 clusters Score -571919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -571923.625000 Penalty: 4288.298340
	Iteration 38Q: 3 clusters Score -571923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -571927.750000 Penalty: 4288.298340
	Iteration 39Q: 3 clusters Score -571927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -571929.875000 Penalty: 4288.298340
	Iteration 40F: 3 clusters Score -571929.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -571936.437500 Penalty: 4288.298340
	Iteration 41Q: 3 clusters Score -571936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -571943.062500 Penalty: 4288.298340
	Iteration 42Q: 3 clusters Score -571943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -571947.937500 Penalty: 4288.298340
	Iteration 43Q: 3 clusters Score -571947.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -571954.875000 Penalty: 4288.298340
	Iteration 44Q: 3 clusters Score -571954.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -571961.687500 Penalty: 4288.298340
	Iteration 45Q: 3 clusters Score -571961.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -571965.000000 Penalty: 4288.298340
	Iteration 46Q: 3 clusters Score -571965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -571968.500000 Penalty: 4288.298340
	Iteration 47Q: 3 clusters Score -571968.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -571973.187500 Penalty: 4288.298340
	Iteration 48Q: 3 clusters Score -571973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -571979.250000 Penalty: 4288.298340
	Iteration 49Q: 3 clusters Score -571979.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -571987.500000 Penalty: 4288.298340
	Iteration 50Q: 3 clusters Score -571987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -571994.250000 Penalty: 4288.298340
	Iteration 51Q: 3 clusters Score -571994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -572003.000000 Penalty: 4288.298340
	Iteration 52Q: 3 clusters Score -572003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -572011.000000 Penalty: 4288.298340
	Iteration 53Q: 3 clusters Score -572011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -572015.062500 Penalty: 4288.298340
	Iteration 54Q: 3 clusters Score -572015.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -572018.437500 Penalty: 4288.298340
	Iteration 55Q: 3 clusters Score -572018.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -572025.000000 Penalty: 4288.298340
	Iteration 56Q: 3 clusters Score -572025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -572029.375000 Penalty: 4288.298340
	Iteration 57Q: 3 clusters Score -572029.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -572033.000000 Penalty: 4288.298340
	Iteration 58Q: 3 clusters Score -572033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -572035.375000 Penalty: 4288.298340
	Iteration 59Q: 3 clusters Score -572035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -572037.375000 Penalty: 4288.298340
	Iteration 60F: 3 clusters Score -572037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -572038.375000 Penalty: 4288.298340
	Iteration 61Q: 3 clusters Score -572038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -572039.687500 Penalty: 4288.298340
	Iteration 62Q: 3 clusters Score -572039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -572039.687500 Penalty: 4288.298340
	Iteration 63F: 3 clusters Score -572039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Entering Unmasked Estep 
Score: -2441005.000000 Penalty: 2508.018555
	Iteration 0F: 2 clusters Score -2441005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2423952.000000 Penalty: 5016.037109
	Iteration 0F: 3 clusters Score -2423952 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2429761.250000 Penalty: 5016.037109
	Iteration 1F: 3 clusters Score -2429761 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2430203.250000 Penalty: 5016.037109
	Iteration 2F: 3 clusters Score -2430203 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2430569.250000 Penalty: 5016.037109
	Iteration 3Q: 3 clusters Score -2430569 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2430884.250000 Penalty: 5016.037109
	Iteration 4Q: 3 clusters Score -2430884 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2431142.250000 Penalty: 5016.037109
	Iteration 5Q: 3 clusters Score -2431142 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2431398.250000 Penalty: 5016.037109
	Iteration 6Q: 3 clusters Score -2431398 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2431625.000000 Penalty: 5016.037109
	Iteration 7Q: 3 clusters Score -2431625 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2431889.500000 Penalty: 5016.037109
	Iteration 8Q: 3 clusters Score -2431890 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2432148.250000 Penalty: 5016.037109
	Iteration 9Q: 3 clusters Score -2432148 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2432490.250000 Penalty: 5016.037109
	Iteration 10Q: 3 clusters Score -2432490 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2432919.750000 Penalty: 5016.037109
	Iteration 11Q: 3 clusters Score -2432920 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2433431.000000 Penalty: 5016.037109
	Iteration 12Q: 3 clusters Score -2433431 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2434003.500000 Penalty: 5016.037109
	Iteration 13Q: 3 clusters Score -2434004 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2434641.000000 Penalty: 5016.037109
	Iteration 14Q: 3 clusters Score -2434641 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2435310.500000 Penalty: 5016.037109
	Iteration 15Q: 3 clusters Score -2435310 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2435900.500000 Penalty: 5016.037109
	Iteration 16Q: 3 clusters Score -2435900 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2436382.250000 Penalty: 5016.037109
	Iteration 17Q: 3 clusters Score -2436382 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2436793.750000 Penalty: 5016.037109
	Iteration 18Q: 3 clusters Score -2436794 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2437132.250000 Penalty: 5016.037109
	Iteration 19Q: 3 clusters Score -2437132 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2437443.000000 Penalty: 5016.037109
	Iteration 20F: 3 clusters Score -2437443 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2437676.500000 Penalty: 5016.037109
	Iteration 21Q: 3 clusters Score -2437676 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2437882.250000 Penalty: 5016.037109
	Iteration 22Q: 3 clusters Score -2437882 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2438055.750000 Penalty: 5016.037109
	Iteration 23Q: 3 clusters Score -2438056 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2438224.250000 Penalty: 5016.037109
	Iteration 24Q: 3 clusters Score -2438224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2438366.250000 Penalty: 5016.037109
	Iteration 25Q: 3 clusters Score -2438366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2438465.750000 Penalty: 5016.037109
	Iteration 26Q: 3 clusters Score -2438466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2438538.000000 Penalty: 5016.037109
	Iteration 27Q: 3 clusters Score -2438538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2438600.250000 Penalty: 5016.037109
	Iteration 28Q: 3 clusters Score -2438600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2438662.250000 Penalty: 5016.037109
	Iteration 29Q: 3 clusters Score -2438662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2438707.000000 Penalty: 5016.037109
	Iteration 30Q: 3 clusters Score -2438707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2438744.000000 Penalty: 5016.037109
	Iteration 31Q: 3 clusters Score -2438744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2438768.500000 Penalty: 5016.037109
	Iteration 32Q: 3 clusters Score -2438768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2438785.000000 Penalty: 5016.037109
	Iteration 33Q: 3 clusters Score -2438785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2438798.500000 Penalty: 5016.037109
	Iteration 34Q: 3 clusters Score -2438798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2438806.000000 Penalty: 5016.037109
	Iteration 35Q: 3 clusters Score -2438806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2438815.500000 Penalty: 5016.037109
	Iteration 36Q: 3 clusters Score -2438816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2438829.500000 Penalty: 5016.037109
	Iteration 37Q: 3 clusters Score -2438830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2438840.500000 Penalty: 5016.037109
	Iteration 38Q: 3 clusters Score -2438840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2438847.000000 Penalty: 5016.037109
	Iteration 39Q: 3 clusters Score -2438847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2438856.250000 Penalty: 5016.037109
	Iteration 40F: 3 clusters Score -2438856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2438861.000000 Penalty: 5016.037109
	Iteration 41Q: 3 clusters Score -2438861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2438871.500000 Penalty: 5016.037109
	Iteration 42Q: 3 clusters Score -2438872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2438877.500000 Penalty: 5016.037109
	Iteration 43Q: 3 clusters Score -2438878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2438878.750000 Penalty: 5016.037109
	Iteration 44Q: 3 clusters Score -2438879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2438879.750000 Penalty: 5016.037109
	Iteration 45Q: 3 clusters Score -2438880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2438882.500000 Penalty: 5016.037109
	Iteration 46Q: 3 clusters Score -2438882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2438882.500000 Penalty: 5016.037109
	Iteration 47F: 3 clusters Score -2438882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -664109.625000 Penalty: 2201.659912
	Iteration 0F: 2 clusters Score -664109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -658245.750000 Penalty: 4403.319824
	Iteration 0F: 3 clusters Score -658245.8 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -659899.687500 Penalty: 4403.319824
	Iteration 1F: 3 clusters Score -659899.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -660400.562500 Penalty: 4403.319824
	Iteration 2F: 3 clusters Score -660400.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -660870.062500 Penalty: 4403.319824
	Iteration 3F: 3 clusters Score -660870.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -661320.562500 Penalty: 4403.319824
	Iteration 4F: 3 clusters Score -661320.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -661786.875000 Penalty: 4403.319824
	Iteration 5F: 3 clusters Score -661786.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -662221.000000 Penalty: 4403.319824
	Iteration 6F: 3 clusters Score -662221 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -662577.000000 Penalty: 4403.319824
	Iteration 7F: 3 clusters Score -662577 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -662868.500000 Penalty: 4403.319824
	Iteration 8Q: 3 clusters Score -662868.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -663056.875000 Penalty: 4403.319824
	Iteration 9Q: 3 clusters Score -663056.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -663122.125000 Penalty: 4403.319824
	Iteration 10Q: 3 clusters Score -663122.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -663156.750000 Penalty: 4403.319824
	Iteration 11Q: 3 clusters Score -663156.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -663182.937500 Penalty: 4403.319824
	Iteration 12Q: 3 clusters Score -663182.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -663197.875000 Penalty: 4403.319824
	Iteration 13Q: 3 clusters Score -663197.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -663213.562500 Penalty: 4403.319824
	Iteration 14Q: 3 clusters Score -663213.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -663223.375000 Penalty: 4403.319824
	Iteration 15Q: 3 clusters Score -663223.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -663231.750000 Penalty: 4403.319824
	Iteration 16Q: 3 clusters Score -663231.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -663240.125000 Penalty: 4403.319824
	Iteration 17Q: 3 clusters Score -663240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -663243.000000 Penalty: 4403.319824
	Iteration 18Q: 3 clusters Score -663243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -663247.750000 Penalty: 4403.319824
	Iteration 19Q: 3 clusters Score -663247.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -663260.312500 Penalty: 4403.319824
	Iteration 20F: 3 clusters Score -663260.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -663272.437500 Penalty: 4403.319824
	Iteration 21Q: 3 clusters Score -663272.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -663288.875000 Penalty: 4403.319824
	Iteration 22Q: 3 clusters Score -663288.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -663302.062500 Penalty: 4403.319824
	Iteration 23Q: 3 clusters Score -663302.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -663320.687500 Penalty: 4403.319824
	Iteration 24Q: 3 clusters Score -663320.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -663335.375000 Penalty: 4403.319824
	Iteration 25Q: 3 clusters Score -663335.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -663356.500000 Penalty: 4403.319824
	Iteration 26Q: 3 clusters Score -663356.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -663378.375000 Penalty: 4403.319824
	Iteration 27Q: 3 clusters Score -663378.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -663404.625000 Penalty: 4403.319824
	Iteration 28Q: 3 clusters Score -663404.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -663425.562500 Penalty: 4403.319824
	Iteration 29Q: 3 clusters Score -663425.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -663455.062500 Penalty: 4403.319824
	Iteration 30Q: 3 clusters Score -663455.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -663483.000000 Penalty: 4403.319824
	Iteration 31Q: 3 clusters Score -663483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -663514.187500 Penalty: 4403.319824
	Iteration 32Q: 3 clusters Score -663514.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -663544.687500 Penalty: 4403.319824
	Iteration 33Q: 3 clusters Score -663544.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -663563.125000 Penalty: 4403.319824
	Iteration 34Q: 3 clusters Score -663563.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -663587.500000 Penalty: 4403.319824
	Iteration 35Q: 3 clusters Score -663587.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -663605.500000 Penalty: 4403.319824
	Iteration 36Q: 3 clusters Score -663605.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -663618.062500 Penalty: 4403.319824
	Iteration 37Q: 3 clusters Score -663618.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -663624.312500 Penalty: 4403.319824
	Iteration 38Q: 3 clusters Score -663624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -663628.250000 Penalty: 4403.319824
	Iteration 39Q: 3 clusters Score -663628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -663628.812500 Penalty: 4403.319824
	Iteration 40F: 3 clusters Score -663628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -663630.312500 Penalty: 4403.319824
	Iteration 41Q: 3 clusters Score -663630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -663630.312500 Penalty: 4403.319824
	Iteration 42Q: 3 clusters Score -663630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -663632.500000 Penalty: 4403.319824
	Iteration 43Q: 3 clusters Score -663632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -663633.437500 Penalty: 4403.319824
	Iteration 44Q: 3 clusters Score -663633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -663634.000000 Penalty: 4403.319824
	Iteration 45Q: 3 clusters Score -663634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -663633.812500 Penalty: 4403.319824
	Iteration 46Q: 3 clusters Score -663633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -663634.750000 Penalty: 4403.319824
	Iteration 47Q: 3 clusters Score -663634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -663634.750000 Penalty: 4403.319824
	Iteration 48F: 3 clusters Score -663634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -161221.218750 Penalty: 1866.625977
	Iteration 0F: 2 clusters Score -161221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -158738.593750 Penalty: 3733.251953
	Iteration 0F: 3 clusters Score -158738.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -159333.359375 Penalty: 3733.251953
	Iteration 1F: 3 clusters Score -159333.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -159607.156250 Penalty: 3733.251953
	Iteration 2F: 3 clusters Score -159607.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -159767.968750 Penalty: 3733.251953
	Iteration 3F: 3 clusters Score -159768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -159913.187500 Penalty: 3733.251953
	Iteration 4F: 3 clusters Score -159913.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -160054.312500 Penalty: 3733.251953
	Iteration 5Q: 3 clusters Score -160054.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -160150.765625 Penalty: 3733.251953
	Iteration 6Q: 3 clusters Score -160150.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -160207.875000 Penalty: 3733.251953
	Iteration 7Q: 3 clusters Score -160207.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -160243.421875 Penalty: 3733.251953
	Iteration 8Q: 3 clusters Score -160243.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -160263.781250 Penalty: 3733.251953
	Iteration 9Q: 3 clusters Score -160263.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -160282.812500 Penalty: 3733.251953
	Iteration 10Q: 3 clusters Score -160282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -160306.015625 Penalty: 3733.251953
	Iteration 11Q: 3 clusters Score -160306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -160320.640625 Penalty: 3733.251953
	Iteration 12Q: 3 clusters Score -160320.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -160341.015625 Penalty: 3733.251953
	Iteration 13Q: 3 clusters Score -160341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -160366.125000 Penalty: 3733.251953
	Iteration 14Q: 3 clusters Score -160366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -160380.953125 Penalty: 3733.251953
	Iteration 15Q: 3 clusters Score -160381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -160393.812500 Penalty: 3733.251953
	Iteration 16Q: 3 clusters Score -160393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -160414.359375 Penalty: 3733.251953
	Iteration 17Q: 3 clusters Score -160414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -160417.296875 Penalty: 3733.251953
	Iteration 18Q: 3 clusters Score -160417.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -160418.296875 Penalty: 3733.251953
	Iteration 19Q: 3 clusters Score -160418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -160419.312500 Penalty: 3733.251953
	Iteration 20F: 3 clusters Score -160419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -377467.375000 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -377467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -373433.781250 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -373433.8 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -374512.156250 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -374512.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -374852.687500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -374852.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -375199.906250 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -375199.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -375608.843750 Penalty: 4145.316895
	Iteration 4F: 3 clusters Score -375608.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -376058.875000 Penalty: 4145.316895
	Iteration 5F: 3 clusters Score -376058.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -376462.437500 Penalty: 4145.316895
	Iteration 6F: 3 clusters Score -376462.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -376704.031250 Penalty: 4145.316895
	Iteration 7F: 3 clusters Score -376704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376869.343750 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -376869.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -376995.687500 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -376995.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -377049.906250 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -377049.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -377075.343750 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -377075.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -377089.875000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -377089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -377107.343750 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -377107.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377123.031250 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -377123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -377130.937500 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -377130.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -377137.562500 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -377137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -377140.031250 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -377140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -377142.437500 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -377142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -377142.375000 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -377142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -377144.750000 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -377144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -377145.750000 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -377145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -377146.406250 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -377146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377145.656250 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -377145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377147.312500 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -377147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377148.250000 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -377148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -377149.406250 Penalty: 4145.316895
	Iteration 26Q: 3 clusters Score -377149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -377149.406250 Penalty: 4145.316895
	Iteration 27Q: 3 clusters Score -377149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -377150.375000 Penalty: 4145.316895
	Iteration 28Q: 3 clusters Score -377150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -377151.562500 Penalty: 4145.316895
	Iteration 29Q: 3 clusters Score -377151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -377151.562500 Penalty: 4145.316895
	Iteration 30F: 3 clusters Score -377151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Entering Unmasked Estep 
Score: -2415943.250000 Penalty: 2510.151367
	Iteration 0F: 2 clusters Score -2415943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2398727.500000 Penalty: 5020.302734
	Iteration 0F: 3 clusters Score -2398728 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2404910.500000 Penalty: 5020.302734
	Iteration 1F: 3 clusters Score -2404910 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2405766.250000 Penalty: 5020.302734
	Iteration 2F: 3 clusters Score -2405766 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2406751.750000 Penalty: 5020.302734
	Iteration 3F: 3 clusters Score -2406752 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2407972.750000 Penalty: 5020.302734
	Iteration 4F: 3 clusters Score -2407973 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2409269.250000 Penalty: 5020.302734
	Iteration 5F: 3 clusters Score -2409269 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2410408.750000 Penalty: 5020.302734
	Iteration 6F: 3 clusters Score -2410409 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2411255.500000 Penalty: 5020.302734
	Iteration 7Q: 3 clusters Score -2411256 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2411953.000000 Penalty: 5020.302734
	Iteration 8Q: 3 clusters Score -2411953 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2412478.750000 Penalty: 5020.302734
	Iteration 9Q: 3 clusters Score -2412479 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2412847.000000 Penalty: 5020.302734
	Iteration 10Q: 3 clusters Score -2412847 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2413099.250000 Penalty: 5020.302734
	Iteration 11Q: 3 clusters Score -2413099 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2413288.000000 Penalty: 5020.302734
	Iteration 12Q: 3 clusters Score -2413288 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2413427.000000 Penalty: 5020.302734
	Iteration 13Q: 3 clusters Score -2413427 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2413529.500000 Penalty: 5020.302734
	Iteration 14Q: 3 clusters Score -2413530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2413605.500000 Penalty: 5020.302734
	Iteration 15Q: 3 clusters Score -2413606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2413656.750000 Penalty: 5020.302734
	Iteration 16Q: 3 clusters Score -2413657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2413705.750000 Penalty: 5020.302734
	Iteration 17Q: 3 clusters Score -2413706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2413740.000000 Penalty: 5020.302734
	Iteration 18Q: 3 clusters Score -2413740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2413757.000000 Penalty: 5020.302734
	Iteration 19Q: 3 clusters Score -2413757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2413771.750000 Penalty: 5020.302734
	Iteration 20F: 3 clusters Score -2413772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2413785.000000 Penalty: 5020.302734
	Iteration 21Q: 3 clusters Score -2413785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2413791.500000 Penalty: 5020.302734
	Iteration 22Q: 3 clusters Score -2413792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2413796.500000 Penalty: 5020.302734
	Iteration 23Q: 3 clusters Score -2413796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2413802.250000 Penalty: 5020.302734
	Iteration 24Q: 3 clusters Score -2413802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2413804.500000 Penalty: 5020.302734
	Iteration 25Q: 3 clusters Score -2413804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2413805.250000 Penalty: 5020.302734
	Iteration 26Q: 3 clusters Score -2413805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2413806.000000 Penalty: 5020.302734
	Iteration 27Q: 3 clusters Score -2413806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2413803.750000 Penalty: 5020.302734
	Iteration 28Q: 3 clusters Score -2413804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2413803.500000 Penalty: 5020.302734
	Iteration 29Q: 3 clusters Score -2413804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2413803.500000 Penalty: 5020.302734
	Iteration 30F: 3 clusters Score -2413804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -157525.187500 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -157525.2 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 847 members 
Entering Unmasked Estep 
Score: -155037.640625 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -155037.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -155466.140625 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -155466.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -155623.390625 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -155623.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -155710.750000 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -155710.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -155767.046875 Penalty: 3703.815918
	Iteration 4Q: 3 clusters Score -155767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -155804.421875 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -155804.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155838.812500 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -155838.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155860.296875 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -155860.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155871.937500 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -155871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155884.062500 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -155884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155892.515625 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -155892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -155898.062500 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -155898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155902.546875 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -155902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -155906.421875 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -155906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155908.171875 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -155908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155910.187500 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -155910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155910.671875 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -155910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155910.671875 Penalty: 3703.815918
	Iteration 17F: 3 clusters Score -155910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -882905.875000 Penalty: 2250.452637
	Iteration 0F: 2 clusters Score -882905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -876013.312500 Penalty: 4500.905273
	Iteration 0F: 3 clusters Score -876013.3 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -877924.000000 Penalty: 4500.905273
	Iteration 1F: 3 clusters Score -877924 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -878195.000000 Penalty: 4500.905273
	Iteration 2F: 3 clusters Score -878195 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -878368.000000 Penalty: 4500.905273
	Iteration 3Q: 3 clusters Score -878368 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -878490.062500 Penalty: 4500.905273
	Iteration 4Q: 3 clusters Score -878490.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -878576.625000 Penalty: 4500.905273
	Iteration 5Q: 3 clusters Score -878576.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -878644.250000 Penalty: 4500.905273
	Iteration 6Q: 3 clusters Score -878644.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -878700.687500 Penalty: 4500.905273
	Iteration 7Q: 3 clusters Score -878700.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -878754.437500 Penalty: 4500.905273
	Iteration 8Q: 3 clusters Score -878754.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -878792.187500 Penalty: 4500.905273
	Iteration 9Q: 3 clusters Score -878792.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -878826.375000 Penalty: 4500.905273
	Iteration 10Q: 3 clusters Score -878826.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -878863.937500 Penalty: 4500.905273
	Iteration 11Q: 3 clusters Score -878863.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -878902.375000 Penalty: 4500.905273
	Iteration 12Q: 3 clusters Score -878902.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -878940.062500 Penalty: 4500.905273
	Iteration 13Q: 3 clusters Score -878940.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -878975.125000 Penalty: 4500.905273
	Iteration 14Q: 3 clusters Score -878975.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -879013.875000 Penalty: 4500.905273
	Iteration 15Q: 3 clusters Score -879013.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -879061.500000 Penalty: 4500.905273
	Iteration 16Q: 3 clusters Score -879061.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -879113.250000 Penalty: 4500.905273
	Iteration 17Q: 3 clusters Score -879113.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -879178.750000 Penalty: 4500.905273
	Iteration 18Q: 3 clusters Score -879178.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -879247.062500 Penalty: 4500.905273
	Iteration 19Q: 3 clusters Score -879247.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -879334.812500 Penalty: 4500.905273
	Iteration 20F: 3 clusters Score -879334.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -879437.125000 Penalty: 4500.905273
	Iteration 21Q: 3 clusters Score -879437.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -879555.812500 Penalty: 4500.905273
	Iteration 22Q: 3 clusters Score -879555.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -879697.000000 Penalty: 4500.905273
	Iteration 23Q: 3 clusters Score -879697 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -879862.625000 Penalty: 4500.905273
	Iteration 24Q: 3 clusters Score -879862.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -880021.437500 Penalty: 4500.905273
	Iteration 25Q: 3 clusters Score -880021.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -880175.687500 Penalty: 4500.905273
	Iteration 26Q: 3 clusters Score -880175.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -880319.937500 Penalty: 4500.905273
	Iteration 27Q: 3 clusters Score -880319.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -880458.437500 Penalty: 4500.905273
	Iteration 28Q: 3 clusters Score -880458.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -880580.437500 Penalty: 4500.905273
	Iteration 29Q: 3 clusters Score -880580.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -880675.687500 Penalty: 4500.905273
	Iteration 30Q: 3 clusters Score -880675.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -880741.000000 Penalty: 4500.905273
	Iteration 31Q: 3 clusters Score -880741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -880793.500000 Penalty: 4500.905273
	Iteration 32Q: 3 clusters Score -880793.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -880825.062500 Penalty: 4500.905273
	Iteration 33Q: 3 clusters Score -880825.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -880844.937500 Penalty: 4500.905273
	Iteration 34Q: 3 clusters Score -880844.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -880861.312500 Penalty: 4500.905273
	Iteration 35Q: 3 clusters Score -880861.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -880877.000000 Penalty: 4500.905273
	Iteration 36Q: 3 clusters Score -880877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -880889.125000 Penalty: 4500.905273
	Iteration 37Q: 3 clusters Score -880889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -880899.750000 Penalty: 4500.905273
	Iteration 38Q: 3 clusters Score -880899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -880909.437500 Penalty: 4500.905273
	Iteration 39Q: 3 clusters Score -880909.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -880923.000000 Penalty: 4500.905273
	Iteration 40F: 3 clusters Score -880923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -880936.187500 Penalty: 4500.905273
	Iteration 41Q: 3 clusters Score -880936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -880945.437500 Penalty: 4500.905273
	Iteration 42Q: 3 clusters Score -880945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -880949.375000 Penalty: 4500.905273
	Iteration 43Q: 3 clusters Score -880949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -880952.937500 Penalty: 4500.905273
	Iteration 44Q: 3 clusters Score -880952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -880965.187500 Penalty: 4500.905273
	Iteration 45Q: 3 clusters Score -880965.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -880979.437500 Penalty: 4500.905273
	Iteration 46Q: 3 clusters Score -880979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -880984.062500 Penalty: 4500.905273
	Iteration 47Q: 3 clusters Score -880984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -880988.562500 Penalty: 4500.905273
	Iteration 48Q: 3 clusters Score -880988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -880993.187500 Penalty: 4500.905273
	Iteration 49Q: 3 clusters Score -880993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -880998.437500 Penalty: 4500.905273
	Iteration 50Q: 3 clusters Score -880998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -881001.187500 Penalty: 4500.905273
	Iteration 51Q: 3 clusters Score -881001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -881001.187500 Penalty: 4500.905273
	Iteration 52F: 3 clusters Score -881001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Entering Unmasked Estep 
Score: -3504966.500000 Penalty: 2595.564453
	Iteration 0F: 2 clusters Score -3504966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3481038.500000 Penalty: 5191.128906
	Iteration 0F: 3 clusters Score -3481038 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3490194.500000 Penalty: 5191.128906
	Iteration 1F: 3 clusters Score -3490194 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3490975.250000 Penalty: 5191.128906
	Iteration 2F: 3 clusters Score -3490975 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3491953.500000 Penalty: 5191.128906
	Iteration 3F: 3 clusters Score -3491954 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3493109.750000 Penalty: 5191.128906
	Iteration 4F: 3 clusters Score -3493110 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3494447.750000 Penalty: 5191.128906
	Iteration 5F: 3 clusters Score -3494448 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3495798.500000 Penalty: 5191.128906
	Iteration 6F: 3 clusters Score -3495798 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3496997.500000 Penalty: 5191.128906
	Iteration 7F: 3 clusters Score -3496998 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3497934.500000 Penalty: 5191.128906
	Iteration 8Q: 3 clusters Score -3497934 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3498585.000000 Penalty: 5191.128906
	Iteration 9Q: 3 clusters Score -3498585 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3499121.750000 Penalty: 5191.128906
	Iteration 10Q: 3 clusters Score -3499122 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3499571.250000 Penalty: 5191.128906
	Iteration 11Q: 3 clusters Score -3499571 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3499930.250000 Penalty: 5191.128906
	Iteration 12Q: 3 clusters Score -3499930 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3500165.500000 Penalty: 5191.128906
	Iteration 13Q: 3 clusters Score -3500166 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3500354.250000 Penalty: 5191.128906
	Iteration 14Q: 3 clusters Score -3500354 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3500470.500000 Penalty: 5191.128906
	Iteration 15Q: 3 clusters Score -3500470 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3500566.750000 Penalty: 5191.128906
	Iteration 16Q: 3 clusters Score -3500567 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3500628.000000 Penalty: 5191.128906
	Iteration 17Q: 3 clusters Score -3500628 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3500698.250000 Penalty: 5191.128906
	Iteration 18Q: 3 clusters Score -3500698 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3500761.500000 Penalty: 5191.128906
	Iteration 19Q: 3 clusters Score -3500762 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3500829.500000 Penalty: 5191.128906
	Iteration 20F: 3 clusters Score -3500830 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3500883.000000 Penalty: 5191.128906
	Iteration 21Q: 3 clusters Score -3500883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3500922.250000 Penalty: 5191.128906
	Iteration 22Q: 3 clusters Score -3500922 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3500977.000000 Penalty: 5191.128906
	Iteration 23Q: 3 clusters Score -3500977 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3501022.500000 Penalty: 5191.128906
	Iteration 24Q: 3 clusters Score -3501022 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3501060.750000 Penalty: 5191.128906
	Iteration 25Q: 3 clusters Score -3501061 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3501113.500000 Penalty: 5191.128906
	Iteration 26Q: 3 clusters Score -3501114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3501187.000000 Penalty: 5191.128906
	Iteration 27Q: 3 clusters Score -3501187 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3501233.750000 Penalty: 5191.128906
	Iteration 28Q: 3 clusters Score -3501234 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3501277.500000 Penalty: 5191.128906
	Iteration 29Q: 3 clusters Score -3501278 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3501338.500000 Penalty: 5191.128906
	Iteration 30Q: 3 clusters Score -3501338 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3501374.750000 Penalty: 5191.128906
	Iteration 31Q: 3 clusters Score -3501375 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3501430.500000 Penalty: 5191.128906
	Iteration 32Q: 3 clusters Score -3501430 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3501492.750000 Penalty: 5191.128906
	Iteration 33Q: 3 clusters Score -3501493 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3501532.750000 Penalty: 5191.128906
	Iteration 34Q: 3 clusters Score -3501533 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3501614.000000 Penalty: 5191.128906
	Iteration 35Q: 3 clusters Score -3501614 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3501685.750000 Penalty: 5191.128906
	Iteration 36Q: 3 clusters Score -3501686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3501763.000000 Penalty: 5191.128906
	Iteration 37Q: 3 clusters Score -3501763 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3501836.000000 Penalty: 5191.128906
	Iteration 38Q: 3 clusters Score -3501836 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3501901.500000 Penalty: 5191.128906
	Iteration 39Q: 3 clusters Score -3501902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3501959.500000 Penalty: 5191.128906
	Iteration 40F: 3 clusters Score -3501960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3501998.000000 Penalty: 5191.128906
	Iteration 41Q: 3 clusters Score -3501998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3502059.750000 Penalty: 5191.128906
	Iteration 42Q: 3 clusters Score -3502060 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3502104.500000 Penalty: 5191.128906
	Iteration 43Q: 3 clusters Score -3502104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3502154.000000 Penalty: 5191.128906
	Iteration 44Q: 3 clusters Score -3502154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3502191.250000 Penalty: 5191.128906
	Iteration 45Q: 3 clusters Score -3502191 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3502237.500000 Penalty: 5191.128906
	Iteration 46Q: 3 clusters Score -3502238 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3502307.250000 Penalty: 5191.128906
	Iteration 47Q: 3 clusters Score -3502307 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3502347.000000 Penalty: 5191.128906
	Iteration 48Q: 3 clusters Score -3502347 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3502370.750000 Penalty: 5191.128906
	Iteration 49Q: 3 clusters Score -3502371 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3502405.250000 Penalty: 5191.128906
	Iteration 50Q: 3 clusters Score -3502405 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3502432.000000 Penalty: 5191.128906
	Iteration 51Q: 3 clusters Score -3502432 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3502478.000000 Penalty: 5191.128906
	Iteration 52Q: 3 clusters Score -3502478 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3502516.500000 Penalty: 5191.128906
	Iteration 53Q: 3 clusters Score -3502516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3502541.500000 Penalty: 5191.128906
	Iteration 54Q: 3 clusters Score -3502542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3502566.500000 Penalty: 5191.128906
	Iteration 55Q: 3 clusters Score -3502566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3502584.000000 Penalty: 5191.128906
	Iteration 56Q: 3 clusters Score -3502584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3502596.750000 Penalty: 5191.128906
	Iteration 57Q: 3 clusters Score -3502597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3502609.250000 Penalty: 5191.128906
	Iteration 58Q: 3 clusters Score -3502609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3502631.250000 Penalty: 5191.128906
	Iteration 59Q: 3 clusters Score -3502631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3502659.000000 Penalty: 5191.128906
	Iteration 60F: 3 clusters Score -3502659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3502683.250000 Penalty: 5191.128906
	Iteration 61Q: 3 clusters Score -3502683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3502694.250000 Penalty: 5191.128906
	Iteration 62Q: 3 clusters Score -3502694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3502709.750000 Penalty: 5191.128906
	Iteration 63Q: 3 clusters Score -3502710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3502725.000000 Penalty: 5191.128906
	Iteration 64Q: 3 clusters Score -3502725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3502733.000000 Penalty: 5191.128906
	Iteration 65Q: 3 clusters Score -3502733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3502747.500000 Penalty: 5191.128906
	Iteration 66Q: 3 clusters Score -3502748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3502752.250000 Penalty: 5191.128906
	Iteration 67Q: 3 clusters Score -3502752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3502765.000000 Penalty: 5191.128906
	Iteration 68Q: 3 clusters Score -3502765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3502770.000000 Penalty: 5191.128906
	Iteration 69Q: 3 clusters Score -3502770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3502777.000000 Penalty: 5191.128906
	Iteration 70Q: 3 clusters Score -3502777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3502780.750000 Penalty: 5191.128906
	Iteration 71Q: 3 clusters Score -3502781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3502787.250000 Penalty: 5191.128906
	Iteration 72Q: 3 clusters Score -3502787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3502788.250000 Penalty: 5191.128906
	Iteration 73Q: 3 clusters Score -3502788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3502788.000000 Penalty: 5191.128906
	Iteration 74Q: 3 clusters Score -3502788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3502799.250000 Penalty: 5191.128906
	Iteration 75Q: 3 clusters Score -3502799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3502797.750000 Penalty: 5191.128906
	Iteration 76Q: 3 clusters Score -3502798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3502799.000000 Penalty: 5191.128906
	Iteration 77Q: 3 clusters Score -3502799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3502801.750000 Penalty: 5191.128906
	Iteration 78Q: 3 clusters Score -3502802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3502806.000000 Penalty: 5191.128906
	Iteration 79Q: 3 clusters Score -3502806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3502807.500000 Penalty: 5191.128906
	Iteration 80F: 3 clusters Score -3502808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3502814.500000 Penalty: 5191.128906
	Iteration 81Q: 3 clusters Score -3502814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3502815.750000 Penalty: 5191.128906
	Iteration 82Q: 3 clusters Score -3502816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3502816.250000 Penalty: 5191.128906
	Iteration 83Q: 3 clusters Score -3502816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3502825.250000 Penalty: 5191.128906
	Iteration 84Q: 3 clusters Score -3502825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3502821.750000 Penalty: 5191.128906
	Iteration 85Q: 3 clusters Score -3502822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3502828.250000 Penalty: 5191.128906
	Iteration 86Q: 3 clusters Score -3502828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3502829.000000 Penalty: 5191.128906
	Iteration 87Q: 3 clusters Score -3502829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3502828.250000 Penalty: 5191.128906
	Iteration 88Q: 3 clusters Score -3502828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3502823.500000 Penalty: 5191.128906
	Iteration 89Q: 3 clusters Score -3502824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3502825.750000 Penalty: 5191.128906
	Iteration 90Q: 3 clusters Score -3502826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3502827.500000 Penalty: 5191.128906
	Iteration 91Q: 3 clusters Score -3502828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3502826.750000 Penalty: 5191.128906
	Iteration 92Q: 3 clusters Score -3502827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3502823.750000 Penalty: 5191.128906
	Iteration 93Q: 3 clusters Score -3502824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3502833.500000 Penalty: 5191.128906
	Iteration 94Q: 3 clusters Score -3502834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3502838.000000 Penalty: 5191.128906
	Iteration 95Q: 3 clusters Score -3502838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3502835.250000 Penalty: 5191.128906
	Iteration 96Q: 3 clusters Score -3502835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3502834.250000 Penalty: 5191.128906
	Iteration 97Q: 3 clusters Score -3502834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3502831.000000 Penalty: 5191.128906
	Iteration 98Q: 3 clusters Score -3502831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3502834.750000 Penalty: 5191.128906
	Iteration 99Q: 3 clusters Score -3502835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3502832.250000 Penalty: 5191.128906
	Iteration 100F: 3 clusters Score -3502832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3502832.000000 Penalty: 5191.128906
	Iteration 101Q: 3 clusters Score -3502832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3502838.000000 Penalty: 5191.128906
	Iteration 102Q: 3 clusters Score -3502838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3502834.750000 Penalty: 5191.128906
	Iteration 103Q: 3 clusters Score -3502835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3502845.000000 Penalty: 5191.128906
	Iteration 104Q: 3 clusters Score -3502845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3502841.750000 Penalty: 5191.128906
	Iteration 105Q: 3 clusters Score -3502842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3502848.750000 Penalty: 5191.128906
	Iteration 106Q: 3 clusters Score -3502849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3502848.750000 Penalty: 5191.128906
	Iteration 107Q: 3 clusters Score -3502849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3502849.750000 Penalty: 5191.128906
	Iteration 108Q: 3 clusters Score -3502850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3502851.500000 Penalty: 5191.128906
	Iteration 109Q: 3 clusters Score -3502852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3502854.250000 Penalty: 5191.128906
	Iteration 110Q: 3 clusters Score -3502854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3502851.500000 Penalty: 5191.128906
	Iteration 111Q: 3 clusters Score -3502852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3502853.250000 Penalty: 5191.128906
	Iteration 112Q: 3 clusters Score -3502853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3502854.500000 Penalty: 5191.128906
	Iteration 113Q: 3 clusters Score -3502854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3502855.250000 Penalty: 5191.128906
	Iteration 114Q: 3 clusters Score -3502855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3502856.250000 Penalty: 5191.128906
	Iteration 115Q: 3 clusters Score -3502856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3502863.750000 Penalty: 5191.128906
	Iteration 116Q: 3 clusters Score -3502864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3502860.750000 Penalty: 5191.128906
	Iteration 117Q: 3 clusters Score -3502861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3502865.750000 Penalty: 5191.128906
	Iteration 118Q: 3 clusters Score -3502866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3502866.500000 Penalty: 5191.128906
	Iteration 119Q: 3 clusters Score -3502866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3502865.750000 Penalty: 5191.128906
	Iteration 120F: 3 clusters Score -3502866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3502866.500000 Penalty: 5191.128906
	Iteration 121Q: 3 clusters Score -3502866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3502865.750000 Penalty: 5191.128906
	Iteration 122Q: 3 clusters Score -3502866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3502868.500000 Penalty: 5191.128906
	Iteration 123Q: 3 clusters Score -3502868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3502869.250000 Penalty: 5191.128906
	Iteration 124Q: 3 clusters Score -3502869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3502872.500000 Penalty: 5191.128906
	Iteration 125Q: 3 clusters Score -3502872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3502870.500000 Penalty: 5191.128906
	Iteration 126Q: 3 clusters Score -3502870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3502870.250000 Penalty: 5191.128906
	Iteration 127Q: 3 clusters Score -3502870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3502871.500000 Penalty: 5191.128906
	Iteration 128Q: 3 clusters Score -3502872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3502870.750000 Penalty: 5191.128906
	Iteration 129Q: 3 clusters Score -3502871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3502870.750000 Penalty: 5191.128906
	Iteration 130F: 3 clusters Score -3502871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -600309.500000 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -600309.5 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 3088 members 
Entering Unmasked Estep 
Score: -595076.375000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -595076.4 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -596460.750000 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -596460.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -596760.625000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -596760.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -596971.812500 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -596971.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -597143.750000 Penalty: 4326.964844
	Iteration 4Q: 3 clusters Score -597143.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -597262.500000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -597262.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -597345.062500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -597345.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -597408.812500 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -597408.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -597465.875000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -597465.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -597515.312500 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -597515.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -597558.812500 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -597558.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -597608.687500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -597608.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -597653.187500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -597653.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -597691.500000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -597691.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -597739.187500 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -597739.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -597798.562500 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -597798.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -597863.812500 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -597863.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -597942.000000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -597942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -598010.937500 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -598010.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -598072.562500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -598072.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -598130.187500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -598130.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -598175.750000 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -598175.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -598221.562500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -598221.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -598259.500000 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -598259.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -598293.562500 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -598293.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -598335.500000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -598335.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -598371.625000 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -598371.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -598409.375000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -598409.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -598439.937500 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -598439.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -598474.750000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -598474.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -598512.875000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -598512.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -598551.312500 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -598551.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -598579.500000 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -598579.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -598601.375000 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -598601.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -598616.812500 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -598616.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -598625.812500 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -598625.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -598634.625000 Penalty: 4326.964844
	Iteration 36Q: 3 clusters Score -598634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -598640.875000 Penalty: 4326.964844
	Iteration 37Q: 3 clusters Score -598640.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -598651.312500 Penalty: 4326.964844
	Iteration 38Q: 3 clusters Score -598651.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -598655.375000 Penalty: 4326.964844
	Iteration 39Q: 3 clusters Score -598655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -598662.125000 Penalty: 4326.964844
	Iteration 40F: 3 clusters Score -598662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -598667.187500 Penalty: 4326.964844
	Iteration 41Q: 3 clusters Score -598667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -598670.750000 Penalty: 4326.964844
	Iteration 42Q: 3 clusters Score -598670.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -598676.625000 Penalty: 4326.964844
	Iteration 43Q: 3 clusters Score -598676.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -598681.875000 Penalty: 4326.964844
	Iteration 44Q: 3 clusters Score -598681.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -598690.125000 Penalty: 4326.964844
	Iteration 45Q: 3 clusters Score -598690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -598697.250000 Penalty: 4326.964844
	Iteration 46Q: 3 clusters Score -598697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -598701.250000 Penalty: 4326.964844
	Iteration 47Q: 3 clusters Score -598701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -598707.375000 Penalty: 4326.964844
	Iteration 48Q: 3 clusters Score -598707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -598712.812500 Penalty: 4326.964844
	Iteration 49Q: 3 clusters Score -598712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -598715.812500 Penalty: 4326.964844
	Iteration 50Q: 3 clusters Score -598715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -598725.562500 Penalty: 4326.964844
	Iteration 51Q: 3 clusters Score -598725.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -598729.312500 Penalty: 4326.964844
	Iteration 52Q: 3 clusters Score -598729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -598732.375000 Penalty: 4326.964844
	Iteration 53Q: 3 clusters Score -598732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -598736.375000 Penalty: 4326.964844
	Iteration 54Q: 3 clusters Score -598736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -598739.562500 Penalty: 4326.964844
	Iteration 55Q: 3 clusters Score -598739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -598740.500000 Penalty: 4326.964844
	Iteration 56Q: 3 clusters Score -598740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -598742.562500 Penalty: 4326.964844
	Iteration 57Q: 3 clusters Score -598742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -598742.750000 Penalty: 4326.964844
	Iteration 58Q: 3 clusters Score -598742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -598742.750000 Penalty: 4326.964844
	Iteration 59F: 3 clusters Score -598742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Entering Unmasked Estep 
Score: -1183668.250000 Penalty: 2340.592773
	Iteration 0F: 2 clusters Score -1183668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1174433.125000 Penalty: 4681.185547
	Iteration 0F: 3 clusters Score -1174433 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1177570.000000 Penalty: 4681.185547
	Iteration 1F: 3 clusters Score -1177570 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1178221.375000 Penalty: 4681.185547
	Iteration 2F: 3 clusters Score -1178221 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1178830.750000 Penalty: 4681.185547
	Iteration 3F: 3 clusters Score -1178831 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1179414.250000 Penalty: 4681.185547
	Iteration 4F: 3 clusters Score -1179414 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1179949.500000 Penalty: 4681.185547
	Iteration 5F: 3 clusters Score -1179950 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1180384.125000 Penalty: 4681.185547
	Iteration 6F: 3 clusters Score -1180384 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1180722.000000 Penalty: 4681.185547
	Iteration 7Q: 3 clusters Score -1180722 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1180999.750000 Penalty: 4681.185547
	Iteration 8Q: 3 clusters Score -1181000 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1181266.750000 Penalty: 4681.185547
	Iteration 9Q: 3 clusters Score -1181267 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1181523.875000 Penalty: 4681.185547
	Iteration 10Q: 3 clusters Score -1181524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1181710.000000 Penalty: 4681.185547
	Iteration 11Q: 3 clusters Score -1181710 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1181851.125000 Penalty: 4681.185547
	Iteration 12Q: 3 clusters Score -1181851 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1181955.125000 Penalty: 4681.185547
	Iteration 13Q: 3 clusters Score -1181955 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1182054.125000 Penalty: 4681.185547
	Iteration 14Q: 3 clusters Score -1182054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1182134.250000 Penalty: 4681.185547
	Iteration 15Q: 3 clusters Score -1182134 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1182206.625000 Penalty: 4681.185547
	Iteration 16Q: 3 clusters Score -1182207 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1182280.375000 Penalty: 4681.185547
	Iteration 17Q: 3 clusters Score -1182280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1182345.750000 Penalty: 4681.185547
	Iteration 18Q: 3 clusters Score -1182346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1182392.875000 Penalty: 4681.185547
	Iteration 19Q: 3 clusters Score -1182393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1182447.000000 Penalty: 4681.185547
	Iteration 20F: 3 clusters Score -1182447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1182485.875000 Penalty: 4681.185547
	Iteration 21Q: 3 clusters Score -1182486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1182525.750000 Penalty: 4681.185547
	Iteration 22Q: 3 clusters Score -1182526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1182558.125000 Penalty: 4681.185547
	Iteration 23Q: 3 clusters Score -1182558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1182587.125000 Penalty: 4681.185547
	Iteration 24Q: 3 clusters Score -1182587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1182610.125000 Penalty: 4681.185547
	Iteration 25Q: 3 clusters Score -1182610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1182625.250000 Penalty: 4681.185547
	Iteration 26Q: 3 clusters Score -1182625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1182638.250000 Penalty: 4681.185547
	Iteration 27Q: 3 clusters Score -1182638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1182655.500000 Penalty: 4681.185547
	Iteration 28Q: 3 clusters Score -1182656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1182663.750000 Penalty: 4681.185547
	Iteration 29Q: 3 clusters Score -1182664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1182682.125000 Penalty: 4681.185547
	Iteration 30Q: 3 clusters Score -1182682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1182701.000000 Penalty: 4681.185547
	Iteration 31Q: 3 clusters Score -1182701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1182718.500000 Penalty: 4681.185547
	Iteration 32Q: 3 clusters Score -1182718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1182732.125000 Penalty: 4681.185547
	Iteration 33Q: 3 clusters Score -1182732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1182742.625000 Penalty: 4681.185547
	Iteration 34Q: 3 clusters Score -1182743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1182751.625000 Penalty: 4681.185547
	Iteration 35Q: 3 clusters Score -1182752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1182758.250000 Penalty: 4681.185547
	Iteration 36Q: 3 clusters Score -1182758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1182767.625000 Penalty: 4681.185547
	Iteration 37Q: 3 clusters Score -1182768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1182773.750000 Penalty: 4681.185547
	Iteration 38Q: 3 clusters Score -1182774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1182782.750000 Penalty: 4681.185547
	Iteration 39Q: 3 clusters Score -1182783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1182789.000000 Penalty: 4681.185547
	Iteration 40F: 3 clusters Score -1182789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1182795.000000 Penalty: 4681.185547
	Iteration 41Q: 3 clusters Score -1182795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1182796.375000 Penalty: 4681.185547
	Iteration 42Q: 3 clusters Score -1182796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1182809.250000 Penalty: 4681.185547
	Iteration 43Q: 3 clusters Score -1182809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1182827.625000 Penalty: 4681.185547
	Iteration 44Q: 3 clusters Score -1182828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1182846.000000 Penalty: 4681.185547
	Iteration 45Q: 3 clusters Score -1182846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1182853.125000 Penalty: 4681.185547
	Iteration 46Q: 3 clusters Score -1182853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1182863.000000 Penalty: 4681.185547
	Iteration 47Q: 3 clusters Score -1182863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1182874.375000 Penalty: 4681.185547
	Iteration 48Q: 3 clusters Score -1182874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1182883.875000 Penalty: 4681.185547
	Iteration 49Q: 3 clusters Score -1182884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1182890.625000 Penalty: 4681.185547
	Iteration 50Q: 3 clusters Score -1182891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1182894.250000 Penalty: 4681.185547
	Iteration 51Q: 3 clusters Score -1182894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1182897.875000 Penalty: 4681.185547
	Iteration 52Q: 3 clusters Score -1182898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1182901.750000 Penalty: 4681.185547
	Iteration 53Q: 3 clusters Score -1182902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1182907.875000 Penalty: 4681.185547
	Iteration 54Q: 3 clusters Score -1182908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1182906.625000 Penalty: 4681.185547
	Iteration 55Q: 3 clusters Score -1182907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1182910.125000 Penalty: 4681.185547
	Iteration 56Q: 3 clusters Score -1182910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1182914.500000 Penalty: 4681.185547
	Iteration 57Q: 3 clusters Score -1182914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1182913.500000 Penalty: 4681.185547
	Iteration 58Q: 3 clusters Score -1182914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1182917.750000 Penalty: 4681.185547
	Iteration 59Q: 3 clusters Score -1182918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1182920.750000 Penalty: 4681.185547
	Iteration 60F: 3 clusters Score -1182921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1182924.250000 Penalty: 4681.185547
	Iteration 61Q: 3 clusters Score -1182924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1182923.125000 Penalty: 4681.185547
	Iteration 62Q: 3 clusters Score -1182923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1182922.125000 Penalty: 4681.185547
	Iteration 63Q: 3 clusters Score -1182922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1182923.750000 Penalty: 4681.185547
	Iteration 64Q: 3 clusters Score -1182924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1182923.500000 Penalty: 4681.185547
	Iteration 65Q: 3 clusters Score -1182924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1182927.250000 Penalty: 4681.185547
	Iteration 66Q: 3 clusters Score -1182927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1182927.750000 Penalty: 4681.185547
	Iteration 67Q: 3 clusters Score -1182928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1182927.750000 Penalty: 4681.185547
	Iteration 68Q: 3 clusters Score -1182928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1182927.500000 Penalty: 4681.185547
	Iteration 69Q: 3 clusters Score -1182928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1182930.375000 Penalty: 4681.185547
	Iteration 70Q: 3 clusters Score -1182930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1182928.500000 Penalty: 4681.185547
	Iteration 71Q: 3 clusters Score -1182928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1182930.875000 Penalty: 4681.185547
	Iteration 72Q: 3 clusters Score -1182931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1182930.500000 Penalty: 4681.185547
	Iteration 73Q: 3 clusters Score -1182930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1182930.500000 Penalty: 4681.185547
	Iteration 74F: 3 clusters Score -1182930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Entering Unmasked Estep 
Score: -1342692.250000 Penalty: 2386.695801
	Iteration 0F: 2 clusters Score -1342692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1331702.250000 Penalty: 4773.391602
	Iteration 0F: 3 clusters Score -1331702 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1335536.750000 Penalty: 4773.391602
	Iteration 1F: 3 clusters Score -1335537 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1336234.000000 Penalty: 4773.391602
	Iteration 2F: 3 clusters Score -1336234 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1336964.375000 Penalty: 4773.391602
	Iteration 3F: 3 clusters Score -1336964 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1337708.875000 Penalty: 4773.391602
	Iteration 4F: 3 clusters Score -1337709 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1338463.250000 Penalty: 4773.391602
	Iteration 5F: 3 clusters Score -1338463 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1339070.875000 Penalty: 4773.391602
	Iteration 6F: 3 clusters Score -1339071 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1339545.875000 Penalty: 4773.391602
	Iteration 7Q: 3 clusters Score -1339546 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1339879.000000 Penalty: 4773.391602
	Iteration 8Q: 3 clusters Score -1339879 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1340108.875000 Penalty: 4773.391602
	Iteration 9Q: 3 clusters Score -1340109 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1340264.875000 Penalty: 4773.391602
	Iteration 10Q: 3 clusters Score -1340265 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1340353.875000 Penalty: 4773.391602
	Iteration 11Q: 3 clusters Score -1340354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1340417.250000 Penalty: 4773.391602
	Iteration 12Q: 3 clusters Score -1340417 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1340477.625000 Penalty: 4773.391602
	Iteration 13Q: 3 clusters Score -1340478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1340518.000000 Penalty: 4773.391602
	Iteration 14Q: 3 clusters Score -1340518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1340543.375000 Penalty: 4773.391602
	Iteration 15Q: 3 clusters Score -1340543 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1340560.375000 Penalty: 4773.391602
	Iteration 16Q: 3 clusters Score -1340560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1340575.375000 Penalty: 4773.391602
	Iteration 17Q: 3 clusters Score -1340575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1340586.875000 Penalty: 4773.391602
	Iteration 18Q: 3 clusters Score -1340587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1340598.250000 Penalty: 4773.391602
	Iteration 19Q: 3 clusters Score -1340598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1340608.375000 Penalty: 4773.391602
	Iteration 20F: 3 clusters Score -1340608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1340623.250000 Penalty: 4773.391602
	Iteration 21Q: 3 clusters Score -1340623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1340632.000000 Penalty: 4773.391602
	Iteration 22Q: 3 clusters Score -1340632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1340638.500000 Penalty: 4773.391602
	Iteration 23Q: 3 clusters Score -1340638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1340658.500000 Penalty: 4773.391602
	Iteration 24Q: 3 clusters Score -1340658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1340667.625000 Penalty: 4773.391602
	Iteration 25Q: 3 clusters Score -1340668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1340686.000000 Penalty: 4773.391602
	Iteration 26Q: 3 clusters Score -1340686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1340708.875000 Penalty: 4773.391602
	Iteration 27Q: 3 clusters Score -1340709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1340731.750000 Penalty: 4773.391602
	Iteration 28Q: 3 clusters Score -1340732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1340762.875000 Penalty: 4773.391602
	Iteration 29Q: 3 clusters Score -1340763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1340793.625000 Penalty: 4773.391602
	Iteration 30Q: 3 clusters Score -1340794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1340826.000000 Penalty: 4773.391602
	Iteration 31Q: 3 clusters Score -1340826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1340881.375000 Penalty: 4773.391602
	Iteration 32Q: 3 clusters Score -1340881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1340933.125000 Penalty: 4773.391602
	Iteration 33Q: 3 clusters Score -1340933 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1340986.500000 Penalty: 4773.391602
	Iteration 34Q: 3 clusters Score -1340986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1341028.125000 Penalty: 4773.391602
	Iteration 35Q: 3 clusters Score -1341028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1341089.625000 Penalty: 4773.391602
	Iteration 36Q: 3 clusters Score -1341090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1341135.500000 Penalty: 4773.391602
	Iteration 37Q: 3 clusters Score -1341136 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1341175.750000 Penalty: 4773.391602
	Iteration 38Q: 3 clusters Score -1341176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1341215.750000 Penalty: 4773.391602
	Iteration 39Q: 3 clusters Score -1341216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1341256.750000 Penalty: 4773.391602
	Iteration 40F: 3 clusters Score -1341257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1341299.625000 Penalty: 4773.391602
	Iteration 41Q: 3 clusters Score -1341300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1341327.500000 Penalty: 4773.391602
	Iteration 42Q: 3 clusters Score -1341328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1341360.875000 Penalty: 4773.391602
	Iteration 43Q: 3 clusters Score -1341361 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1341393.250000 Penalty: 4773.391602
	Iteration 44Q: 3 clusters Score -1341393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1341430.000000 Penalty: 4773.391602
	Iteration 45Q: 3 clusters Score -1341430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1341459.250000 Penalty: 4773.391602
	Iteration 46Q: 3 clusters Score -1341459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1341474.500000 Penalty: 4773.391602
	Iteration 47Q: 3 clusters Score -1341474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1341489.875000 Penalty: 4773.391602
	Iteration 48Q: 3 clusters Score -1341490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1341505.750000 Penalty: 4773.391602
	Iteration 49Q: 3 clusters Score -1341506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1341514.500000 Penalty: 4773.391602
	Iteration 50Q: 3 clusters Score -1341514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1341527.625000 Penalty: 4773.391602
	Iteration 51Q: 3 clusters Score -1341528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1341530.375000 Penalty: 4773.391602
	Iteration 52Q: 3 clusters Score -1341530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1341536.000000 Penalty: 4773.391602
	Iteration 53Q: 3 clusters Score -1341536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1341538.625000 Penalty: 4773.391602
	Iteration 54Q: 3 clusters Score -1341539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1341542.000000 Penalty: 4773.391602
	Iteration 55Q: 3 clusters Score -1341542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1341546.000000 Penalty: 4773.391602
	Iteration 56Q: 3 clusters Score -1341546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1341548.875000 Penalty: 4773.391602
	Iteration 57Q: 3 clusters Score -1341549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1341551.000000 Penalty: 4773.391602
	Iteration 58Q: 3 clusters Score -1341551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1341553.625000 Penalty: 4773.391602
	Iteration 59Q: 3 clusters Score -1341554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1341553.625000 Penalty: 4773.391602
	Iteration 60F: 3 clusters Score -1341554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1341557.375000 Penalty: 4773.391602
	Iteration 61Q: 3 clusters Score -1341557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1341554.250000 Penalty: 4773.391602
	Iteration 62Q: 3 clusters Score -1341554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1341559.125000 Penalty: 4773.391602
	Iteration 63Q: 3 clusters Score -1341559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1341560.250000 Penalty: 4773.391602
	Iteration 64Q: 3 clusters Score -1341560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1341561.750000 Penalty: 4773.391602
	Iteration 65Q: 3 clusters Score -1341562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1341561.375000 Penalty: 4773.391602
	Iteration 66Q: 3 clusters Score -1341561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1341560.875000 Penalty: 4773.391602
	Iteration 67Q: 3 clusters Score -1341561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1341562.500000 Penalty: 4773.391602
	Iteration 68Q: 3 clusters Score -1341562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1341563.500000 Penalty: 4773.391602
	Iteration 69Q: 3 clusters Score -1341564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1341563.500000 Penalty: 4773.391602
	Iteration 70F: 3 clusters Score -1341564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -398179.218750 Penalty: 2075.723633
	Iteration 0F: 2 clusters Score -398179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -394072.500000 Penalty: 4151.447266
	Iteration 0F: 3 clusters Score -394072.5 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -395022.687500 Penalty: 4151.447266
	Iteration 1F: 3 clusters Score -395022.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -395264.593750 Penalty: 4151.447266
	Iteration 2F: 3 clusters Score -395264.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -395440.062500 Penalty: 4151.447266
	Iteration 3F: 3 clusters Score -395440.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -395603.812500 Penalty: 4151.447266
	Iteration 4Q: 3 clusters Score -395603.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -395757.562500 Penalty: 4151.447266
	Iteration 5Q: 3 clusters Score -395757.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -395897.000000 Penalty: 4151.447266
	Iteration 6Q: 3 clusters Score -395897 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -396003.156250 Penalty: 4151.447266
	Iteration 7Q: 3 clusters Score -396003.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -396089.562500 Penalty: 4151.447266
	Iteration 8Q: 3 clusters Score -396089.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -396181.937500 Penalty: 4151.447266
	Iteration 9Q: 3 clusters Score -396181.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -396261.281250 Penalty: 4151.447266
	Iteration 10Q: 3 clusters Score -396261.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -396342.843750 Penalty: 4151.447266
	Iteration 11Q: 3 clusters Score -396342.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -396413.156250 Penalty: 4151.447266
	Iteration 12Q: 3 clusters Score -396413.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -396478.468750 Penalty: 4151.447266
	Iteration 13Q: 3 clusters Score -396478.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -396550.156250 Penalty: 4151.447266
	Iteration 14Q: 3 clusters Score -396550.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -396608.437500 Penalty: 4151.447266
	Iteration 15Q: 3 clusters Score -396608.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -396665.937500 Penalty: 4151.447266
	Iteration 16Q: 3 clusters Score -396665.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396718.750000 Penalty: 4151.447266
	Iteration 17Q: 3 clusters Score -396718.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -396777.468750 Penalty: 4151.447266
	Iteration 18Q: 3 clusters Score -396777.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396839.531250 Penalty: 4151.447266
	Iteration 19Q: 3 clusters Score -396839.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -396886.812500 Penalty: 4151.447266
	Iteration 20F: 3 clusters Score -396886.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -396913.625000 Penalty: 4151.447266
	Iteration 21Q: 3 clusters Score -396913.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -396933.406250 Penalty: 4151.447266
	Iteration 22Q: 3 clusters Score -396933.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -396942.437500 Penalty: 4151.447266
	Iteration 23Q: 3 clusters Score -396942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396948.000000 Penalty: 4151.447266
	Iteration 24Q: 3 clusters Score -396948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -396952.625000 Penalty: 4151.447266
	Iteration 25Q: 3 clusters Score -396952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -396956.250000 Penalty: 4151.447266
	Iteration 26Q: 3 clusters Score -396956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -396958.718750 Penalty: 4151.447266
	Iteration 27Q: 3 clusters Score -396958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -396959.343750 Penalty: 4151.447266
	Iteration 28Q: 3 clusters Score -396959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -396963.093750 Penalty: 4151.447266
	Iteration 29Q: 3 clusters Score -396963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -396966.468750 Penalty: 4151.447266
	Iteration 30Q: 3 clusters Score -396966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396966.656250 Penalty: 4151.447266
	Iteration 31Q: 3 clusters Score -396966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -396966.468750 Penalty: 4151.447266
	Iteration 32Q: 3 clusters Score -396966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -396966.468750 Penalty: 4151.447266
	Iteration 33F: 3 clusters Score -396966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -881143.625000 Penalty: 2259.052490
	Iteration 0F: 2 clusters Score -881143.6 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 4509 members 
Entering Unmasked Estep 
Score: -874100.687500 Penalty: 4518.104980
	Iteration 0F: 3 clusters Score -874100.7 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -876126.000000 Penalty: 4518.104980
	Iteration 1F: 3 clusters Score -876126 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -876412.625000 Penalty: 4518.104980
	Iteration 2F: 3 clusters Score -876412.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -876571.625000 Penalty: 4518.104980
	Iteration 3Q: 3 clusters Score -876571.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -876716.562500 Penalty: 4518.104980
	Iteration 4Q: 3 clusters Score -876716.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -876867.187500 Penalty: 4518.104980
	Iteration 5Q: 3 clusters Score -876867.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -877019.187500 Penalty: 4518.104980
	Iteration 6Q: 3 clusters Score -877019.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -877171.312500 Penalty: 4518.104980
	Iteration 7Q: 3 clusters Score -877171.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -877326.437500 Penalty: 4518.104980
	Iteration 8Q: 3 clusters Score -877326.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -877494.437500 Penalty: 4518.104980
	Iteration 9Q: 3 clusters Score -877494.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -877648.750000 Penalty: 4518.104980
	Iteration 10Q: 3 clusters Score -877648.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -877811.750000 Penalty: 4518.104980
	Iteration 11Q: 3 clusters Score -877811.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -878009.875000 Penalty: 4518.104980
	Iteration 12Q: 3 clusters Score -878009.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -878221.375000 Penalty: 4518.104980
	Iteration 13Q: 3 clusters Score -878221.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -878472.750000 Penalty: 4518.104980
	Iteration 14Q: 3 clusters Score -878472.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -878765.437500 Penalty: 4518.104980
	Iteration 15Q: 3 clusters Score -878765.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -879138.312500 Penalty: 4518.104980
	Iteration 16Q: 3 clusters Score -879138.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -879579.125000 Penalty: 4518.104980
	Iteration 17F: 3 clusters Score -879579.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -879982.500000 Penalty: 4518.104980
	Iteration 18Q: 3 clusters Score -879982.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -880272.562500 Penalty: 4518.104980
	Iteration 19Q: 3 clusters Score -880272.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -880422.000000 Penalty: 4518.104980
	Iteration 20F: 3 clusters Score -880422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -880511.250000 Penalty: 4518.104980
	Iteration 21Q: 3 clusters Score -880511.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -880560.625000 Penalty: 4518.104980
	Iteration 22Q: 3 clusters Score -880560.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -880592.125000 Penalty: 4518.104980
	Iteration 23Q: 3 clusters Score -880592.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -880612.125000 Penalty: 4518.104980
	Iteration 24Q: 3 clusters Score -880612.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -880628.812500 Penalty: 4518.104980
	Iteration 25Q: 3 clusters Score -880628.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -880636.875000 Penalty: 4518.104980
	Iteration 26Q: 3 clusters Score -880636.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -880647.562500 Penalty: 4518.104980
	Iteration 27Q: 3 clusters Score -880647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -880654.687500 Penalty: 4518.104980
	Iteration 28Q: 3 clusters Score -880654.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -880661.437500 Penalty: 4518.104980
	Iteration 29Q: 3 clusters Score -880661.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -880668.062500 Penalty: 4518.104980
	Iteration 30Q: 3 clusters Score -880668.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -880669.375000 Penalty: 4518.104980
	Iteration 31Q: 3 clusters Score -880669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -880671.687500 Penalty: 4518.104980
	Iteration 32Q: 3 clusters Score -880671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -880674.562500 Penalty: 4518.104980
	Iteration 33Q: 3 clusters Score -880674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -880676.375000 Penalty: 4518.104980
	Iteration 34Q: 3 clusters Score -880676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -880675.187500 Penalty: 4518.104980
	Iteration 35Q: 3 clusters Score -880675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -880675.187500 Penalty: 4518.104980
	Iteration 36F: 3 clusters Score -880675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Entering Unmasked Estep 
Score: -3028834.250000 Penalty: 2559.357910
	Iteration 0F: 2 clusters Score -3028834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3008074.000000 Penalty: 5118.715820
	Iteration 0F: 3 clusters Score -3008074 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3015436.500000 Penalty: 5118.715820
	Iteration 1F: 3 clusters Score -3015436 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3015996.500000 Penalty: 5118.715820
	Iteration 2Q: 3 clusters Score -3015996 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3016519.500000 Penalty: 5118.715820
	Iteration 3Q: 3 clusters Score -3016520 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3017004.750000 Penalty: 5118.715820
	Iteration 4Q: 3 clusters Score -3017005 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3017477.250000 Penalty: 5118.715820
	Iteration 5Q: 3 clusters Score -3017477 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3017983.250000 Penalty: 5118.715820
	Iteration 6Q: 3 clusters Score -3017983 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3018480.000000 Penalty: 5118.715820
	Iteration 7Q: 3 clusters Score -3018480 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3019054.750000 Penalty: 5118.715820
	Iteration 8Q: 3 clusters Score -3019055 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3019646.250000 Penalty: 5118.715820
	Iteration 9Q: 3 clusters Score -3019646 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3020310.500000 Penalty: 5118.715820
	Iteration 10Q: 3 clusters Score -3020310 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3020982.250000 Penalty: 5118.715820
	Iteration 11Q: 3 clusters Score -3020982 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3021628.500000 Penalty: 5118.715820
	Iteration 12Q: 3 clusters Score -3021628 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3022271.250000 Penalty: 5118.715820
	Iteration 13Q: 3 clusters Score -3022271 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3022872.250000 Penalty: 5118.715820
	Iteration 14Q: 3 clusters Score -3022872 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3023418.750000 Penalty: 5118.715820
	Iteration 15Q: 3 clusters Score -3023419 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3023810.250000 Penalty: 5118.715820
	Iteration 16Q: 3 clusters Score -3023810 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3024124.500000 Penalty: 5118.715820
	Iteration 17Q: 3 clusters Score -3024124 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3024342.500000 Penalty: 5118.715820
	Iteration 18Q: 3 clusters Score -3024342 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3024547.500000 Penalty: 5118.715820
	Iteration 19Q: 3 clusters Score -3024548 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3024757.750000 Penalty: 5118.715820
	Iteration 20F: 3 clusters Score -3024758 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3024922.500000 Penalty: 5118.715820
	Iteration 21Q: 3 clusters Score -3024922 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3025061.750000 Penalty: 5118.715820
	Iteration 22Q: 3 clusters Score -3025062 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3025195.000000 Penalty: 5118.715820
	Iteration 23Q: 3 clusters Score -3025195 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3025325.250000 Penalty: 5118.715820
	Iteration 24Q: 3 clusters Score -3025325 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3025430.750000 Penalty: 5118.715820
	Iteration 25Q: 3 clusters Score -3025431 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3025547.500000 Penalty: 5118.715820
	Iteration 26Q: 3 clusters Score -3025548 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3025660.250000 Penalty: 5118.715820
	Iteration 27Q: 3 clusters Score -3025660 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3025751.500000 Penalty: 5118.715820
	Iteration 28Q: 3 clusters Score -3025752 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3025829.000000 Penalty: 5118.715820
	Iteration 29Q: 3 clusters Score -3025829 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3025910.750000 Penalty: 5118.715820
	Iteration 30Q: 3 clusters Score -3025911 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3025977.750000 Penalty: 5118.715820
	Iteration 31Q: 3 clusters Score -3025978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3026027.500000 Penalty: 5118.715820
	Iteration 32Q: 3 clusters Score -3026028 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3026099.500000 Penalty: 5118.715820
	Iteration 33Q: 3 clusters Score -3026100 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3026137.000000 Penalty: 5118.715820
	Iteration 34Q: 3 clusters Score -3026137 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3026182.250000 Penalty: 5118.715820
	Iteration 35Q: 3 clusters Score -3026182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3026213.250000 Penalty: 5118.715820
	Iteration 36Q: 3 clusters Score -3026213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3026252.000000 Penalty: 5118.715820
	Iteration 37Q: 3 clusters Score -3026252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3026294.250000 Penalty: 5118.715820
	Iteration 38Q: 3 clusters Score -3026294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3026343.250000 Penalty: 5118.715820
	Iteration 39Q: 3 clusters Score -3026343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3026384.750000 Penalty: 5118.715820
	Iteration 40F: 3 clusters Score -3026385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3026408.500000 Penalty: 5118.715820
	Iteration 41Q: 3 clusters Score -3026408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3026421.000000 Penalty: 5118.715820
	Iteration 42Q: 3 clusters Score -3026421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3026437.750000 Penalty: 5118.715820
	Iteration 43Q: 3 clusters Score -3026438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3026450.000000 Penalty: 5118.715820
	Iteration 44Q: 3 clusters Score -3026450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3026470.250000 Penalty: 5118.715820
	Iteration 45Q: 3 clusters Score -3026470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3026476.000000 Penalty: 5118.715820
	Iteration 46Q: 3 clusters Score -3026476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3026490.250000 Penalty: 5118.715820
	Iteration 47Q: 3 clusters Score -3026490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3026497.250000 Penalty: 5118.715820
	Iteration 48Q: 3 clusters Score -3026497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3026504.750000 Penalty: 5118.715820
	Iteration 49Q: 3 clusters Score -3026505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3026521.750000 Penalty: 5118.715820
	Iteration 50Q: 3 clusters Score -3026522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3026534.000000 Penalty: 5118.715820
	Iteration 51Q: 3 clusters Score -3026534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3026543.750000 Penalty: 5118.715820
	Iteration 52Q: 3 clusters Score -3026544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3026564.000000 Penalty: 5118.715820
	Iteration 53Q: 3 clusters Score -3026564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3026570.250000 Penalty: 5118.715820
	Iteration 54Q: 3 clusters Score -3026570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -3026582.750000 Penalty: 5118.715820
	Iteration 55Q: 3 clusters Score -3026583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3026593.500000 Penalty: 5118.715820
	Iteration 56Q: 3 clusters Score -3026594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3026609.750000 Penalty: 5118.715820
	Iteration 57Q: 3 clusters Score -3026610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3026616.750000 Penalty: 5118.715820
	Iteration 58Q: 3 clusters Score -3026617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3026618.500000 Penalty: 5118.715820
	Iteration 59Q: 3 clusters Score -3026618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3026629.250000 Penalty: 5118.715820
	Iteration 60F: 3 clusters Score -3026629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3026637.500000 Penalty: 5118.715820
	Iteration 61Q: 3 clusters Score -3026638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3026641.750000 Penalty: 5118.715820
	Iteration 62Q: 3 clusters Score -3026642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3026657.250000 Penalty: 5118.715820
	Iteration 63Q: 3 clusters Score -3026657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3026669.750000 Penalty: 5118.715820
	Iteration 64Q: 3 clusters Score -3026670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3026676.750000 Penalty: 5118.715820
	Iteration 65Q: 3 clusters Score -3026677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3026680.000000 Penalty: 5118.715820
	Iteration 66Q: 3 clusters Score -3026680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3026685.250000 Penalty: 5118.715820
	Iteration 67Q: 3 clusters Score -3026685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3026684.750000 Penalty: 5118.715820
	Iteration 68Q: 3 clusters Score -3026685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3026685.000000 Penalty: 5118.715820
	Iteration 69Q: 3 clusters Score -3026685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3026683.750000 Penalty: 5118.715820
	Iteration 70Q: 3 clusters Score -3026684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3026684.250000 Penalty: 5118.715820
	Iteration 71Q: 3 clusters Score -3026684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3026686.750000 Penalty: 5118.715820
	Iteration 72Q: 3 clusters Score -3026687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3026687.250000 Penalty: 5118.715820
	Iteration 73Q: 3 clusters Score -3026687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3026687.250000 Penalty: 5118.715820
	Iteration 74F: 3 clusters Score -3026687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -100953.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -100953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98959.281250 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -98959.28 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99239.203125 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -99239.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99317.976562 Penalty: 3463.039551
	Iteration 2Q: 3 clusters Score -99317.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99358.828125 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -99358.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -99381.937500 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -99381.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99400.437500 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -99400.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99412.617188 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -99412.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99421.765625 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -99421.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99433.554688 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -99433.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99439.460938 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -99439.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -99447.015625 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -99447.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99448.648438 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -99448.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99450.335938 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -99450.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99452.101562 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -99452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99454.007812 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -99454.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99454.007812 Penalty: 3463.039551
	Iteration 15F: 3 clusters Score -99454.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -211226.625000 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -211226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208184.625000 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -208184.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -208957.390625 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -208957.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -209318.765625 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -209318.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -209570.000000 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -209570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -209754.812500 Penalty: 3924.561768
	Iteration 4F: 3 clusters Score -209754.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -209934.843750 Penalty: 3924.561768
	Iteration 5F: 3 clusters Score -209934.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -210047.453125 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -210047.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -210145.828125 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -210145.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -210226.109375 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -210226.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -210259.953125 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -210260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -210304.093750 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -210304.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -210330.312500 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -210330.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -210359.281250 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -210359.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210382.484375 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -210382.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -210400.796875 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -210400.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -210422.859375 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -210422.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -210452.453125 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -210452.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210484.390625 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -210484.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -210503.671875 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -210503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210510.718750 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -210510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -210520.453125 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -210520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -210535.828125 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -210535.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -210550.828125 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -210550.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -210560.203125 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -210560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -210566.046875 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -210566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -210569.640625 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -210569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -210569.968750 Penalty: 3924.561768
	Iteration 26Q: 3 clusters Score -210570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -210570.718750 Penalty: 3924.561768
	Iteration 27Q: 3 clusters Score -210570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -210570.718750 Penalty: 3924.561768
	Iteration 28F: 3 clusters Score -210570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -130576.328125 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -130576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128347.015625 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -128347 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128696.414062 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -128696.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128803.750000 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -128803.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128844.726562 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -128844.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128876.421875 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -128876.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128895.632812 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -128895.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128909.859375 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -128909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128926.429688 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -128926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128942.125000 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -128942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128949.921875 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -128949.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -128961.351562 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -128961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -128966.835938 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -128966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -128979.226562 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -128979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128991.148438 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -128991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128998.125000 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -128998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129000.820312 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -129000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129002.070312 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -129002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129003.898438 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -129003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -129005.976562 Penalty: 3586.359375
	Iteration 18Q: 3 clusters Score -129006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -129005.976562 Penalty: 3586.359375
	Iteration 19F: 3 clusters Score -129006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -288440.531250 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -288440.5 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 1419 members 
Entering Unmasked Estep 
Score: -285253.437500 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -285253.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -285863.437500 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -285863.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -286012.250000 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -286012.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -286093.750000 Penalty: 3945.020020
	Iteration 3Q: 3 clusters Score -286093.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286140.125000 Penalty: 3945.020020
	Iteration 4Q: 3 clusters Score -286140.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286169.187500 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -286169.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286204.000000 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -286204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -286231.281250 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -286231.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -286249.218750 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -286249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -286266.250000 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -286266.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286281.000000 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -286281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -286288.875000 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -286288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -286294.718750 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -286294.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -286301.562500 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -286301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -286304.656250 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -286304.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286308.250000 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -286308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286310.125000 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -286310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286311.000000 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -286311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286311.437500 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -286311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286311.437500 Penalty: 3945.020020
	Iteration 19F: 3 clusters Score -286311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Entering Unmasked Estep 
Score: -994846.500000 Penalty: 2278.495361
	Iteration 0F: 2 clusters Score -994846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -987336.937500 Penalty: 4556.990723
	Iteration 0F: 3 clusters Score -987336.9 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -989396.062500 Penalty: 4556.990723
	Iteration 1F: 3 clusters Score -989396.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -989712.812500 Penalty: 4556.990723
	Iteration 2F: 3 clusters Score -989712.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -989953.875000 Penalty: 4556.990723
	Iteration 3F: 3 clusters Score -989953.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -990128.875000 Penalty: 4556.990723
	Iteration 4Q: 3 clusters Score -990128.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -990323.750000 Penalty: 4556.990723
	Iteration 5Q: 3 clusters Score -990323.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -990560.625000 Penalty: 4556.990723
	Iteration 6Q: 3 clusters Score -990560.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -990844.562500 Penalty: 4556.990723
	Iteration 7Q: 3 clusters Score -990844.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -991228.375000 Penalty: 4556.990723
	Iteration 8F: 3 clusters Score -991228.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -991648.062500 Penalty: 4556.990723
	Iteration 9F: 3 clusters Score -991648.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -992044.062500 Penalty: 4556.990723
	Iteration 10Q: 3 clusters Score -992044.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -992358.437500 Penalty: 4556.990723
	Iteration 11Q: 3 clusters Score -992358.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -992576.625000 Penalty: 4556.990723
	Iteration 12Q: 3 clusters Score -992576.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -992713.750000 Penalty: 4556.990723
	Iteration 13Q: 3 clusters Score -992713.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -992794.250000 Penalty: 4556.990723
	Iteration 14Q: 3 clusters Score -992794.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -992851.937500 Penalty: 4556.990723
	Iteration 15Q: 3 clusters Score -992851.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -992892.875000 Penalty: 4556.990723
	Iteration 16Q: 3 clusters Score -992892.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -992927.000000 Penalty: 4556.990723
	Iteration 17Q: 3 clusters Score -992927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -992943.437500 Penalty: 4556.990723
	Iteration 18Q: 3 clusters Score -992943.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -992958.000000 Penalty: 4556.990723
	Iteration 19Q: 3 clusters Score -992958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -992967.000000 Penalty: 4556.990723
	Iteration 20F: 3 clusters Score -992967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -992967.562500 Penalty: 4556.990723
	Iteration 21Q: 3 clusters Score -992967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -992970.875000 Penalty: 4556.990723
	Iteration 22Q: 3 clusters Score -992970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -992976.750000 Penalty: 4556.990723
	Iteration 23Q: 3 clusters Score -992976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -992978.562500 Penalty: 4556.990723
	Iteration 24Q: 3 clusters Score -992978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -992981.500000 Penalty: 4556.990723
	Iteration 25Q: 3 clusters Score -992981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -992981.687500 Penalty: 4556.990723
	Iteration 26Q: 3 clusters Score -992981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -992981.750000 Penalty: 4556.990723
	Iteration 27Q: 3 clusters Score -992981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -992981.750000 Penalty: 4556.990723
	Iteration 28F: 3 clusters Score -992981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -165186.812500 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -165186.8 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 907 members 
Entering Unmasked Estep 
Score: -162664.968750 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -162665 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -163118.703125 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -163118.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163287.609375 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -163287.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -163374.500000 Penalty: 3725.445068
	Iteration 3Q: 3 clusters Score -163374.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -163447.593750 Penalty: 3725.445068
	Iteration 4Q: 3 clusters Score -163447.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -163523.078125 Penalty: 3725.445068
	Iteration 5Q: 3 clusters Score -163523.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -163605.421875 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -163605.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163682.000000 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -163682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -163761.890625 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -163761.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -163830.875000 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -163830.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -163891.156250 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -163891.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -163941.656250 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -163941.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -164002.062500 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -164002.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -164077.750000 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -164077.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -164121.390625 Penalty: 3725.445068
	Iteration 14Q: 3 clusters Score -164121.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -164147.562500 Penalty: 3725.445068
	Iteration 15Q: 3 clusters Score -164147.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -164162.078125 Penalty: 3725.445068
	Iteration 16Q: 3 clusters Score -164162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -164173.171875 Penalty: 3725.445068
	Iteration 17Q: 3 clusters Score -164173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -164183.562500 Penalty: 3725.445068
	Iteration 18Q: 3 clusters Score -164183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -164191.593750 Penalty: 3725.445068
	Iteration 19Q: 3 clusters Score -164191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -164195.546875 Penalty: 3725.445068
	Iteration 20F: 3 clusters Score -164195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -164196.031250 Penalty: 3725.445068
	Iteration 21Q: 3 clusters Score -164196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -164196.500000 Penalty: 3725.445068
	Iteration 22Q: 3 clusters Score -164196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -164196.500000 Penalty: 3725.445068
	Iteration 23F: 3 clusters Score -164196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -556277.125000 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -556277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -551128.125000 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -551128.1 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -552564.500000 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -552564.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -552924.687500 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -552924.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -553144.000000 Penalty: 4324.132324
	Iteration 3F: 3 clusters Score -553144 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -553291.437500 Penalty: 4324.132324
	Iteration 4Q: 3 clusters Score -553291.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -553403.000000 Penalty: 4324.132324
	Iteration 5Q: 3 clusters Score -553403 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -553510.187500 Penalty: 4324.132324
	Iteration 6Q: 3 clusters Score -553510.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -553602.812500 Penalty: 4324.132324
	Iteration 7Q: 3 clusters Score -553602.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -553678.875000 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -553678.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -553747.375000 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -553747.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -553809.375000 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -553809.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -553867.437500 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -553867.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -553921.812500 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -553921.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -553963.125000 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -553963.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -553996.937500 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -553996.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -554029.125000 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -554029.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -554065.500000 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -554065.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -554096.375000 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -554096.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -554122.500000 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -554122.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -554147.000000 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -554147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -554168.062500 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -554168.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -554192.562500 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -554192.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -554217.000000 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -554217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -554239.937500 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -554239.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -554262.937500 Penalty: 4324.132324
	Iteration 24Q: 3 clusters Score -554262.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -554285.187500 Penalty: 4324.132324
	Iteration 25Q: 3 clusters Score -554285.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -554306.812500 Penalty: 4324.132324
	Iteration 26Q: 3 clusters Score -554306.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -554327.687500 Penalty: 4324.132324
	Iteration 27Q: 3 clusters Score -554327.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -554349.375000 Penalty: 4324.132324
	Iteration 28Q: 3 clusters Score -554349.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -554375.750000 Penalty: 4324.132324
	Iteration 29Q: 3 clusters Score -554375.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -554401.062500 Penalty: 4324.132324
	Iteration 30Q: 3 clusters Score -554401.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -554421.250000 Penalty: 4324.132324
	Iteration 31Q: 3 clusters Score -554421.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -554438.437500 Penalty: 4324.132324
	Iteration 32Q: 3 clusters Score -554438.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -554452.375000 Penalty: 4324.132324
	Iteration 33Q: 3 clusters Score -554452.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -554468.562500 Penalty: 4324.132324
	Iteration 34Q: 3 clusters Score -554468.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -554486.000000 Penalty: 4324.132324
	Iteration 35Q: 3 clusters Score -554486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -554500.687500 Penalty: 4324.132324
	Iteration 36Q: 3 clusters Score -554500.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -554508.062500 Penalty: 4324.132324
	Iteration 37Q: 3 clusters Score -554508.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -554517.312500 Penalty: 4324.132324
	Iteration 38Q: 3 clusters Score -554517.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -554529.187500 Penalty: 4324.132324
	Iteration 39Q: 3 clusters Score -554529.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -554536.375000 Penalty: 4324.132324
	Iteration 40F: 3 clusters Score -554536.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -554544.875000 Penalty: 4324.132324
	Iteration 41Q: 3 clusters Score -554544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -554548.937500 Penalty: 4324.132324
	Iteration 42Q: 3 clusters Score -554548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -554553.750000 Penalty: 4324.132324
	Iteration 43Q: 3 clusters Score -554553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -554556.875000 Penalty: 4324.132324
	Iteration 44Q: 3 clusters Score -554556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -554561.250000 Penalty: 4324.132324
	Iteration 45Q: 3 clusters Score -554561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -554567.000000 Penalty: 4324.132324
	Iteration 46Q: 3 clusters Score -554567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -554571.625000 Penalty: 4324.132324
	Iteration 47Q: 3 clusters Score -554571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -554575.687500 Penalty: 4324.132324
	Iteration 48Q: 3 clusters Score -554575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -554581.812500 Penalty: 4324.132324
	Iteration 49Q: 3 clusters Score -554581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -554582.312500 Penalty: 4324.132324
	Iteration 50Q: 3 clusters Score -554582.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -554583.062500 Penalty: 4324.132324
	Iteration 51Q: 3 clusters Score -554583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -554582.562500 Penalty: 4324.132324
	Iteration 52Q: 3 clusters Score -554582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -554584.250000 Penalty: 4324.132324
	Iteration 53Q: 3 clusters Score -554584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -554586.062500 Penalty: 4324.132324
	Iteration 54Q: 3 clusters Score -554586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -554586.125000 Penalty: 4324.132324
	Iteration 55Q: 3 clusters Score -554586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -554587.062500 Penalty: 4324.132324
	Iteration 56Q: 3 clusters Score -554587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -554587.625000 Penalty: 4324.132324
	Iteration 57Q: 3 clusters Score -554587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -554587.625000 Penalty: 4324.132324
	Iteration 58F: 3 clusters Score -554587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -341896.437500 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -341896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -338393.468750 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -338393.5 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -339078.500000 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -339078.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -339247.031250 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -339247 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -339359.437500 Penalty: 4030.019287
	Iteration 3F: 3 clusters Score -339359.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -339436.937500 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -339436.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -339483.218750 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -339483.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -339524.281250 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -339524.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -339556.031250 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -339556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -339578.312500 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -339578.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -339595.656250 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -339595.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -339610.968750 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -339611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -339625.781250 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -339625.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -339637.656250 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -339637.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -339649.156250 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -339649.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -339667.312500 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -339667.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -339687.718750 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -339687.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -339708.000000 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -339708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -339738.000000 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -339738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -339761.093750 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -339761.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -339778.843750 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -339778.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -339791.531250 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -339791.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339802.593750 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -339802.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -339808.781250 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -339808.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -339818.500000 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -339818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -339824.937500 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -339824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -339830.062500 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -339830.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -339833.500000 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -339833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -339838.437500 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -339838.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -339842.406250 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -339842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -339846.093750 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -339846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -339851.875000 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -339851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -339855.625000 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -339855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -339857.218750 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -339857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -339861.593750 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -339861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -339866.843750 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -339866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -339872.500000 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -339872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -339877.906250 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -339877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -339883.531250 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -339883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -339887.156250 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -339887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -339891.156250 Penalty: 4030.019287
	Iteration 39Q: 3 clusters Score -339891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -339893.875000 Penalty: 4030.019287
	Iteration 40F: 3 clusters Score -339893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -339894.562500 Penalty: 4030.019287
	Iteration 41Q: 3 clusters Score -339894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -339896.281250 Penalty: 4030.019287
	Iteration 42Q: 3 clusters Score -339896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -339897.656250 Penalty: 4030.019287
	Iteration 43Q: 3 clusters Score -339897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -339899.875000 Penalty: 4030.019287
	Iteration 44Q: 3 clusters Score -339899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -339901.468750 Penalty: 4030.019287
	Iteration 45Q: 3 clusters Score -339901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -339903.125000 Penalty: 4030.019287
	Iteration 46Q: 3 clusters Score -339903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -339905.968750 Penalty: 4030.019287
	Iteration 47Q: 3 clusters Score -339906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339906.750000 Penalty: 4030.019287
	Iteration 48Q: 3 clusters Score -339906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -339908.062500 Penalty: 4030.019287
	Iteration 49Q: 3 clusters Score -339908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -339909.843750 Penalty: 4030.019287
	Iteration 50Q: 3 clusters Score -339909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -339910.562500 Penalty: 4030.019287
	Iteration 51Q: 3 clusters Score -339910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -339911.093750 Penalty: 4030.019287
	Iteration 52Q: 3 clusters Score -339911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -339912.187500 Penalty: 4030.019287
	Iteration 53Q: 3 clusters Score -339912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -339912.437500 Penalty: 4030.019287
	Iteration 54Q: 3 clusters Score -339912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -339913.656250 Penalty: 4030.019287
	Iteration 55Q: 3 clusters Score -339913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -339914.687500 Penalty: 4030.019287
	Iteration 56Q: 3 clusters Score -339914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -339916.437500 Penalty: 4030.019287
	Iteration 57Q: 3 clusters Score -339916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -339919.000000 Penalty: 4030.019287
	Iteration 58Q: 3 clusters Score -339919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -339921.031250 Penalty: 4030.019287
	Iteration 59Q: 3 clusters Score -339921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -339925.531250 Penalty: 4030.019287
	Iteration 60F: 3 clusters Score -339925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -339928.718750 Penalty: 4030.019287
	Iteration 61Q: 3 clusters Score -339928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -339931.593750 Penalty: 4030.019287
	Iteration 62Q: 3 clusters Score -339931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -339932.906250 Penalty: 4030.019287
	Iteration 63Q: 3 clusters Score -339932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -339934.812500 Penalty: 4030.019287
	Iteration 64Q: 3 clusters Score -339934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -339938.312500 Penalty: 4030.019287
	Iteration 65Q: 3 clusters Score -339938.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -339941.562500 Penalty: 4030.019287
	Iteration 66Q: 3 clusters Score -339941.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -339945.093750 Penalty: 4030.019287
	Iteration 67Q: 3 clusters Score -339945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -339947.000000 Penalty: 4030.019287
	Iteration 68Q: 3 clusters Score -339947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -339950.375000 Penalty: 4030.019287
	Iteration 69Q: 3 clusters Score -339950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -339952.500000 Penalty: 4030.019287
	Iteration 70Q: 3 clusters Score -339952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -339954.187500 Penalty: 4030.019287
	Iteration 71Q: 3 clusters Score -339954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -339960.687500 Penalty: 4030.019287
	Iteration 72Q: 3 clusters Score -339960.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -339964.906250 Penalty: 4030.019287
	Iteration 73Q: 3 clusters Score -339964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -339966.968750 Penalty: 4030.019287
	Iteration 74Q: 3 clusters Score -339967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -339968.718750 Penalty: 4030.019287
	Iteration 75Q: 3 clusters Score -339968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -339970.593750 Penalty: 4030.019287
	Iteration 76Q: 3 clusters Score -339970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -339973.593750 Penalty: 4030.019287
	Iteration 77Q: 3 clusters Score -339973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -339974.937500 Penalty: 4030.019287
	Iteration 78Q: 3 clusters Score -339974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -339975.968750 Penalty: 4030.019287
	Iteration 79Q: 3 clusters Score -339976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -339977.718750 Penalty: 4030.019287
	Iteration 80F: 3 clusters Score -339977.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -339983.687500 Penalty: 4030.019287
	Iteration 81Q: 3 clusters Score -339983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -339993.781250 Penalty: 4030.019287
	Iteration 82Q: 3 clusters Score -339993.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -340001.093750 Penalty: 4030.019287
	Iteration 83Q: 3 clusters Score -340001.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -340008.250000 Penalty: 4030.019287
	Iteration 84Q: 3 clusters Score -340008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -340015.750000 Penalty: 4030.019287
	Iteration 85Q: 3 clusters Score -340015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -340022.781250 Penalty: 4030.019287
	Iteration 86Q: 3 clusters Score -340022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -340029.812500 Penalty: 4030.019287
	Iteration 87Q: 3 clusters Score -340029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -340034.406250 Penalty: 4030.019287
	Iteration 88Q: 3 clusters Score -340034.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -340039.312500 Penalty: 4030.019287
	Iteration 89Q: 3 clusters Score -340039.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -340045.531250 Penalty: 4030.019287
	Iteration 90Q: 3 clusters Score -340045.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -340053.625000 Penalty: 4030.019287
	Iteration 91Q: 3 clusters Score -340053.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340063.156250 Penalty: 4030.019287
	Iteration 92Q: 3 clusters Score -340063.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -340070.312500 Penalty: 4030.019287
	Iteration 93Q: 3 clusters Score -340070.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -340078.031250 Penalty: 4030.019287
	Iteration 94Q: 3 clusters Score -340078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -340086.187500 Penalty: 4030.019287
	Iteration 95Q: 3 clusters Score -340086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -340092.906250 Penalty: 4030.019287
	Iteration 96Q: 3 clusters Score -340092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -340097.718750 Penalty: 4030.019287
	Iteration 97Q: 3 clusters Score -340097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -340100.218750 Penalty: 4030.019287
	Iteration 98Q: 3 clusters Score -340100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -340101.312500 Penalty: 4030.019287
	Iteration 99Q: 3 clusters Score -340101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -340102.593750 Penalty: 4030.019287
	Iteration 100F: 3 clusters Score -340102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340104.437500 Penalty: 4030.019287
	Iteration 101Q: 3 clusters Score -340104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340105.218750 Penalty: 4030.019287
	Iteration 102Q: 3 clusters Score -340105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -340105.375000 Penalty: 4030.019287
	Iteration 103Q: 3 clusters Score -340105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -340105.375000 Penalty: 4030.019287
	Iteration 104F: 3 clusters Score -340105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -467270.406250 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -467270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -462672.000000 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -462672 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -463829.937500 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -463829.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -464123.531250 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -464123.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -464413.468750 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -464413.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -464683.906250 Penalty: 4237.355469
	Iteration 4F: 3 clusters Score -464683.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -464938.281250 Penalty: 4237.355469
	Iteration 5F: 3 clusters Score -464938.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -465179.281250 Penalty: 4237.355469
	Iteration 6Q: 3 clusters Score -465179.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -465429.906250 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -465429.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -465623.718750 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -465623.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -465753.281250 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -465753.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -465834.531250 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -465834.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -465883.718750 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -465883.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -465914.437500 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -465914.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -465938.093750 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -465938.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -465955.625000 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -465955.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -465967.250000 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -465967.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -465978.500000 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -465978.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -465988.093750 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -465988.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -465994.468750 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -465994.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -465998.875000 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -465998.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -466002.625000 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -466002.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -466005.968750 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -466006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -466009.250000 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -466009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -466011.968750 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -466012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -466014.343750 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -466014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -466016.062500 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -466016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -466016.125000 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -466016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -466015.812500 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -466015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -466015.812500 Penalty: 4237.355469
	Iteration 28F: 3 clusters Score -466015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Entering Unmasked Estep 
Score: -9390094.000000 Penalty: 2847.024414
	Iteration 0F: 2 clusters Score -9390094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -9325138.000000 Penalty: 5694.048828
	Iteration 0F: 3 clusters Score -9325138 nChanged 45666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9351884.000000 Penalty: 5694.048828
	Iteration 1F: 3 clusters Score -9351884 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -9353206.000000 Penalty: 5694.048828
	Iteration 2Q: 3 clusters Score -9353206 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -9354778.000000 Penalty: 5694.048828
	Iteration 3Q: 3 clusters Score -9354778 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -9356512.000000 Penalty: 5694.048828
	Iteration 4Q: 3 clusters Score -9356512 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -9358607.000000 Penalty: 5694.048828
	Iteration 5Q: 3 clusters Score -9358607 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -9361155.000000 Penalty: 5694.048828
	Iteration 6F: 3 clusters Score -9361155 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -9364227.000000 Penalty: 5694.048828
	Iteration 7F: 3 clusters Score -9364227 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -9367579.000000 Penalty: 5694.048828
	Iteration 8F: 3 clusters Score -9367579 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -9370864.000000 Penalty: 5694.048828
	Iteration 9F: 3 clusters Score -9370864 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -9373675.000000 Penalty: 5694.048828
	Iteration 10Q: 3 clusters Score -9373675 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -9375282.000000 Penalty: 5694.048828
	Iteration 11Q: 3 clusters Score -9375282 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -9376351.000000 Penalty: 5694.048828
	Iteration 12Q: 3 clusters Score -9376351 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -9377146.000000 Penalty: 5694.048828
	Iteration 13Q: 3 clusters Score -9377146 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -9377929.000000 Penalty: 5694.048828
	Iteration 14Q: 3 clusters Score -9377929 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -9378501.000000 Penalty: 5694.048828
	Iteration 15Q: 3 clusters Score -9378501 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -9379093.000000 Penalty: 5694.048828
	Iteration 16Q: 3 clusters Score -9379093 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -9379755.000000 Penalty: 5694.048828
	Iteration 17Q: 3 clusters Score -9379755 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -9380472.000000 Penalty: 5694.048828
	Iteration 18Q: 3 clusters Score -9380472 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -9381251.000000 Penalty: 5694.048828
	Iteration 19Q: 3 clusters Score -9381251 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -9382041.000000 Penalty: 5694.048828
	Iteration 20F: 3 clusters Score -9382041 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -9382777.000000 Penalty: 5694.048828
	Iteration 21Q: 3 clusters Score -9382777 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -9383564.000000 Penalty: 5694.048828
	Iteration 22Q: 3 clusters Score -9383564 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -9384284.000000 Penalty: 5694.048828
	Iteration 23Q: 3 clusters Score -9384284 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -9384911.000000 Penalty: 5694.048828
	Iteration 24Q: 3 clusters Score -9384911 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -9385408.000000 Penalty: 5694.048828
	Iteration 25Q: 3 clusters Score -9385408 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -9385724.000000 Penalty: 5694.048828
	Iteration 26Q: 3 clusters Score -9385724 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -9385951.000000 Penalty: 5694.048828
	Iteration 27Q: 3 clusters Score -9385951 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -9386174.000000 Penalty: 5694.048828
	Iteration 28Q: 3 clusters Score -9386174 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -9386349.000000 Penalty: 5694.048828
	Iteration 29Q: 3 clusters Score -9386349 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -9386451.000000 Penalty: 5694.048828
	Iteration 30Q: 3 clusters Score -9386451 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -9386522.000000 Penalty: 5694.048828
	Iteration 31Q: 3 clusters Score -9386522 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -9386607.000000 Penalty: 5694.048828
	Iteration 32Q: 3 clusters Score -9386607 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -9386678.000000 Penalty: 5694.048828
	Iteration 33Q: 3 clusters Score -9386678 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9386773.000000 Penalty: 5694.048828
	Iteration 34Q: 3 clusters Score -9386773 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -9386780.000000 Penalty: 5694.048828
	Iteration 35Q: 3 clusters Score -9386780 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -9386846.000000 Penalty: 5694.048828
	Iteration 36Q: 3 clusters Score -9386846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -9386901.000000 Penalty: 5694.048828
	Iteration 37Q: 3 clusters Score -9386901 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -9386974.000000 Penalty: 5694.048828
	Iteration 38Q: 3 clusters Score -9386974 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -9387027.000000 Penalty: 5694.048828
	Iteration 39Q: 3 clusters Score -9387027 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9387049.000000 Penalty: 5694.048828
	Iteration 40F: 3 clusters Score -9387049 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -9387124.000000 Penalty: 5694.048828
	Iteration 41Q: 3 clusters Score -9387124 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -9387170.000000 Penalty: 5694.048828
	Iteration 42Q: 3 clusters Score -9387170 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9387208.000000 Penalty: 5694.048828
	Iteration 43Q: 3 clusters Score -9387208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -9387208.000000 Penalty: 5694.048828
	Iteration 44Q: 3 clusters Score -9387208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -9387216.000000 Penalty: 5694.048828
	Iteration 45Q: 3 clusters Score -9387216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -9387216.000000 Penalty: 5694.048828
	Iteration 46Q: 3 clusters Score -9387216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -9387231.000000 Penalty: 5694.048828
	Iteration 47Q: 3 clusters Score -9387231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -9387239.000000 Penalty: 5694.048828
	Iteration 48Q: 3 clusters Score -9387239 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9387266.000000 Penalty: 5694.048828
	Iteration 49Q: 3 clusters Score -9387266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9387285.000000 Penalty: 5694.048828
	Iteration 50Q: 3 clusters Score -9387285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -9387300.000000 Penalty: 5694.048828
	Iteration 51Q: 3 clusters Score -9387300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -9387336.000000 Penalty: 5694.048828
	Iteration 52Q: 3 clusters Score -9387336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9387346.000000 Penalty: 5694.048828
	Iteration 53Q: 3 clusters Score -9387346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -9387390.000000 Penalty: 5694.048828
	Iteration 54Q: 3 clusters Score -9387390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9387416.000000 Penalty: 5694.048828
	Iteration 55Q: 3 clusters Score -9387416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9387433.000000 Penalty: 5694.048828
	Iteration 56Q: 3 clusters Score -9387433 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -9387440.000000 Penalty: 5694.048828
	Iteration 57Q: 3 clusters Score -9387440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -9387448.000000 Penalty: 5694.048828
	Iteration 58Q: 3 clusters Score -9387448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9387491.000000 Penalty: 5694.048828
	Iteration 59Q: 3 clusters Score -9387491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9387480.000000 Penalty: 5694.048828
	Iteration 60F: 3 clusters Score -9387480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9387510.000000 Penalty: 5694.048828
	Iteration 61Q: 3 clusters Score -9387510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9387513.000000 Penalty: 5694.048828
	Iteration 62Q: 3 clusters Score -9387513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9387515.000000 Penalty: 5694.048828
	Iteration 63Q: 3 clusters Score -9387515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9387540.000000 Penalty: 5694.048828
	Iteration 64Q: 3 clusters Score -9387540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9387542.000000 Penalty: 5694.048828
	Iteration 65Q: 3 clusters Score -9387542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9387544.000000 Penalty: 5694.048828
	Iteration 66Q: 3 clusters Score -9387544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9387564.000000 Penalty: 5694.048828
	Iteration 67Q: 3 clusters Score -9387564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -9387577.000000 Penalty: 5694.048828
	Iteration 68Q: 3 clusters Score -9387577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9387567.000000 Penalty: 5694.048828
	Iteration 69Q: 3 clusters Score -9387567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9387564.000000 Penalty: 5694.048828
	Iteration 70Q: 3 clusters Score -9387564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -9387565.000000 Penalty: 5694.048828
	Iteration 71Q: 3 clusters Score -9387565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -9387588.000000 Penalty: 5694.048828
	Iteration 72Q: 3 clusters Score -9387588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9387591.000000 Penalty: 5694.048828
	Iteration 73Q: 3 clusters Score -9387591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -9387583.000000 Penalty: 5694.048828
	Iteration 74Q: 3 clusters Score -9387583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9387588.000000 Penalty: 5694.048828
	Iteration 75Q: 3 clusters Score -9387588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9387582.000000 Penalty: 5694.048828
	Iteration 76Q: 3 clusters Score -9387582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9387579.000000 Penalty: 5694.048828
	Iteration 77Q: 3 clusters Score -9387579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9387582.000000 Penalty: 5694.048828
	Iteration 78Q: 3 clusters Score -9387582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9387596.000000 Penalty: 5694.048828
	Iteration 79Q: 3 clusters Score -9387596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9387608.000000 Penalty: 5694.048828
	Iteration 80F: 3 clusters Score -9387608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9387594.000000 Penalty: 5694.048828
	Iteration 81Q: 3 clusters Score -9387594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9387597.000000 Penalty: 5694.048828
	Iteration 82Q: 3 clusters Score -9387597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9387594.000000 Penalty: 5694.048828
	Iteration 83Q: 3 clusters Score -9387594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9387606.000000 Penalty: 5694.048828
	Iteration 84Q: 3 clusters Score -9387606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9387601.000000 Penalty: 5694.048828
	Iteration 85Q: 3 clusters Score -9387601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9387612.000000 Penalty: 5694.048828
	Iteration 86Q: 3 clusters Score -9387612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9387600.000000 Penalty: 5694.048828
	Iteration 87Q: 3 clusters Score -9387600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9387609.000000 Penalty: 5694.048828
	Iteration 88Q: 3 clusters Score -9387609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9387625.000000 Penalty: 5694.048828
	Iteration 89Q: 3 clusters Score -9387625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9387630.000000 Penalty: 5694.048828
	Iteration 90Q: 3 clusters Score -9387630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9387634.000000 Penalty: 5694.048828
	Iteration 91Q: 3 clusters Score -9387634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9387637.000000 Penalty: 5694.048828
	Iteration 92Q: 3 clusters Score -9387637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9387630.000000 Penalty: 5694.048828
	Iteration 93Q: 3 clusters Score -9387630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9387634.000000 Penalty: 5694.048828
	Iteration 94Q: 3 clusters Score -9387634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94378 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9387623.000000 Penalty: 5694.048828
	Iteration 95Q: 3 clusters Score -9387623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9387625.000000 Penalty: 5694.048828
	Iteration 96Q: 3 clusters Score -9387625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9387633.000000 Penalty: 5694.048828
	Iteration 97Q: 3 clusters Score -9387633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9387632.000000 Penalty: 5694.048828
	Iteration 98Q: 3 clusters Score -9387632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9387632.000000 Penalty: 5694.048828
	Iteration 99Q: 3 clusters Score -9387632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9387633.000000 Penalty: 5694.048828
	Iteration 100F: 3 clusters Score -9387633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9387641.000000 Penalty: 5694.048828
	Iteration 101Q: 3 clusters Score -9387641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9387644.000000 Penalty: 5694.048828
	Iteration 102Q: 3 clusters Score -9387644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9387637.000000 Penalty: 5694.048828
	Iteration 103Q: 3 clusters Score -9387637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9387635.000000 Penalty: 5694.048828
	Iteration 104Q: 3 clusters Score -9387635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9387639.000000 Penalty: 5694.048828
	Iteration 105Q: 3 clusters Score -9387639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -9387655.000000 Penalty: 5694.048828
	Iteration 106Q: 3 clusters Score -9387655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9387654.000000 Penalty: 5694.048828
	Iteration 107Q: 3 clusters Score -9387654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9387654.000000 Penalty: 5694.048828
	Iteration 108Q: 3 clusters Score -9387654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9387653.000000 Penalty: 5694.048828
	Iteration 109Q: 3 clusters Score -9387653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -9387666.000000 Penalty: 5694.048828
	Iteration 110Q: 3 clusters Score -9387666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9387661.000000 Penalty: 5694.048828
	Iteration 111Q: 3 clusters Score -9387661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9387672.000000 Penalty: 5694.048828
	Iteration 112Q: 3 clusters Score -9387672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9387656.000000 Penalty: 5694.048828
	Iteration 113Q: 3 clusters Score -9387656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9387657.000000 Penalty: 5694.048828
	Iteration 114Q: 3 clusters Score -9387657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9387664.000000 Penalty: 5694.048828
	Iteration 115Q: 3 clusters Score -9387664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9387659.000000 Penalty: 5694.048828
	Iteration 116Q: 3 clusters Score -9387659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9387672.000000 Penalty: 5694.048828
	Iteration 117Q: 3 clusters Score -9387672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9387667.000000 Penalty: 5694.048828
	Iteration 118Q: 3 clusters Score -9387667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9387662.000000 Penalty: 5694.048828
	Iteration 119Q: 3 clusters Score -9387662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9387662.000000 Penalty: 5694.048828
	Iteration 120F: 3 clusters Score -9387662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -507649.812500 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -507649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -502860.750000 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -502860.8 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -504008.312500 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -504008.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -504249.625000 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -504249.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -504418.218750 Penalty: 4268.271973
	Iteration 3F: 3 clusters Score -504418.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -504549.218750 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -504549.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -504656.250000 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -504656.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -504781.000000 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -504781 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -504925.812500 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -504925.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -505076.281250 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -505076.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -505223.156250 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -505223.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -505335.093750 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -505335.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -505434.875000 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -505434.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -505514.781250 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -505514.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -505591.812500 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -505591.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -505658.875000 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -505658.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -505716.906250 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -505716.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -505770.812500 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -505770.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -505820.718750 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -505820.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -505873.187500 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -505873.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -505933.656250 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -505933.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -505982.250000 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -505982.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -506012.312500 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -506012.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -506040.031250 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -506040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -506057.687500 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -506057.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -506073.968750 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -506074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -506090.375000 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -506090.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -506101.062500 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -506101.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -506111.250000 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -506111.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -506121.500000 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -506121.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -506132.718750 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -506132.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -506144.187500 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -506144.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -506150.343750 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -506150.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -506162.906250 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -506162.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -506170.718750 Penalty: 4268.271973
	Iteration 33Q: 3 clusters Score -506170.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -506178.593750 Penalty: 4268.271973
	Iteration 34Q: 3 clusters Score -506178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -506184.375000 Penalty: 4268.271973
	Iteration 35Q: 3 clusters Score -506184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -506190.156250 Penalty: 4268.271973
	Iteration 36Q: 3 clusters Score -506190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -506193.187500 Penalty: 4268.271973
	Iteration 37Q: 3 clusters Score -506193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -506196.718750 Penalty: 4268.271973
	Iteration 38Q: 3 clusters Score -506196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -506203.500000 Penalty: 4268.271973
	Iteration 39Q: 3 clusters Score -506203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -506205.562500 Penalty: 4268.271973
	Iteration 40F: 3 clusters Score -506205.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -506209.625000 Penalty: 4268.271973
	Iteration 41Q: 3 clusters Score -506209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -506212.062500 Penalty: 4268.271973
	Iteration 42Q: 3 clusters Score -506212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -506213.531250 Penalty: 4268.271973
	Iteration 43Q: 3 clusters Score -506213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -506215.375000 Penalty: 4268.271973
	Iteration 44Q: 3 clusters Score -506215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -506216.937500 Penalty: 4268.271973
	Iteration 45Q: 3 clusters Score -506216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -506216.843750 Penalty: 4268.271973
	Iteration 46Q: 3 clusters Score -506216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -506218.093750 Penalty: 4268.271973
	Iteration 47Q: 3 clusters Score -506218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -506217.968750 Penalty: 4268.271973
	Iteration 48Q: 3 clusters Score -506218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -506217.968750 Penalty: 4268.271973
	Iteration 49F: 3 clusters Score -506218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -621691.187500 Penalty: 2165.851318
	Iteration 0F: 2 clusters Score -621691.2 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 3153 members 
Entering Unmasked Estep 
Score: -616347.187500 Penalty: 4331.702637
	Iteration 0F: 3 clusters Score -616347.2 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -617744.687500 Penalty: 4331.702637
	Iteration 1F: 3 clusters Score -617744.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -617973.437500 Penalty: 4331.702637
	Iteration 2F: 3 clusters Score -617973.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -618113.437500 Penalty: 4331.702637
	Iteration 3Q: 3 clusters Score -618113.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -618240.187500 Penalty: 4331.702637
	Iteration 4Q: 3 clusters Score -618240.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -618347.187500 Penalty: 4331.702637
	Iteration 5Q: 3 clusters Score -618347.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -618442.062500 Penalty: 4331.702637
	Iteration 6Q: 3 clusters Score -618442.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -618543.750000 Penalty: 4331.702637
	Iteration 7Q: 3 clusters Score -618543.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -618659.812500 Penalty: 4331.702637
	Iteration 8Q: 3 clusters Score -618659.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -618759.187500 Penalty: 4331.702637
	Iteration 9Q: 3 clusters Score -618759.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -618881.125000 Penalty: 4331.702637
	Iteration 10Q: 3 clusters Score -618881.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -619009.250000 Penalty: 4331.702637
	Iteration 11Q: 3 clusters Score -619009.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -619122.000000 Penalty: 4331.702637
	Iteration 12Q: 3 clusters Score -619122 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -619234.125000 Penalty: 4331.702637
	Iteration 13Q: 3 clusters Score -619234.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -619340.500000 Penalty: 4331.702637
	Iteration 14Q: 3 clusters Score -619340.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -619443.062500 Penalty: 4331.702637
	Iteration 15Q: 3 clusters Score -619443.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -619537.062500 Penalty: 4331.702637
	Iteration 16Q: 3 clusters Score -619537.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -619611.437500 Penalty: 4331.702637
	Iteration 17Q: 3 clusters Score -619611.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -619672.000000 Penalty: 4331.702637
	Iteration 18Q: 3 clusters Score -619672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -619711.437500 Penalty: 4331.702637
	Iteration 19Q: 3 clusters Score -619711.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -619746.250000 Penalty: 4331.702637
	Iteration 20F: 3 clusters Score -619746.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -619770.187500 Penalty: 4331.702637
	Iteration 21Q: 3 clusters Score -619770.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -619789.000000 Penalty: 4331.702637
	Iteration 22Q: 3 clusters Score -619789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -619801.062500 Penalty: 4331.702637
	Iteration 23Q: 3 clusters Score -619801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -619806.687500 Penalty: 4331.702637
	Iteration 24Q: 3 clusters Score -619806.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -619812.437500 Penalty: 4331.702637
	Iteration 25Q: 3 clusters Score -619812.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -619816.187500 Penalty: 4331.702637
	Iteration 26Q: 3 clusters Score -619816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -619820.125000 Penalty: 4331.702637
	Iteration 27Q: 3 clusters Score -619820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -619824.000000 Penalty: 4331.702637
	Iteration 28Q: 3 clusters Score -619824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -619828.625000 Penalty: 4331.702637
	Iteration 29Q: 3 clusters Score -619828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -619828.562500 Penalty: 4331.702637
	Iteration 30Q: 3 clusters Score -619828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -619830.437500 Penalty: 4331.702637
	Iteration 31Q: 3 clusters Score -619830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -619833.875000 Penalty: 4331.702637
	Iteration 32Q: 3 clusters Score -619833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -619834.437500 Penalty: 4331.702637
	Iteration 33Q: 3 clusters Score -619834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -619836.437500 Penalty: 4331.702637
	Iteration 34Q: 3 clusters Score -619836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -619836.875000 Penalty: 4331.702637
	Iteration 35Q: 3 clusters Score -619836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -619840.375000 Penalty: 4331.702637
	Iteration 36Q: 3 clusters Score -619840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -619840.687500 Penalty: 4331.702637
	Iteration 37Q: 3 clusters Score -619840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -619842.437500 Penalty: 4331.702637
	Iteration 38Q: 3 clusters Score -619842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -619843.687500 Penalty: 4331.702637
	Iteration 39Q: 3 clusters Score -619843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -619843.687500 Penalty: 4331.702637
	Iteration 40F: 3 clusters Score -619843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (55658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Entering Unmasked Estep 
Score: -5609039.000000 Penalty: 2709.891357
	Iteration 0F: 2 clusters Score -5609039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5571544.500000 Penalty: 5419.782715
	Iteration 0F: 3 clusters Score -5571544 nChanged 25924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -5586193.000000 Penalty: 5419.782715
	Iteration 1F: 3 clusters Score -5586193 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -5586967.000000 Penalty: 5419.782715
	Iteration 2Q: 3 clusters Score -5586967 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5587913.500000 Penalty: 5419.782715
	Iteration 3Q: 3 clusters Score -5587914 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5589226.500000 Penalty: 5419.782715
	Iteration 4Q: 3 clusters Score -5589226 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5591126.500000 Penalty: 5419.782715
	Iteration 5F: 3 clusters Score -5591126 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5593585.000000 Penalty: 5419.782715
	Iteration 6F: 3 clusters Score -5593585 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5596302.000000 Penalty: 5419.782715
	Iteration 7F: 3 clusters Score -5596302 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -5599054.000000 Penalty: 5419.782715
	Iteration 8F: 3 clusters Score -5599054 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -5601448.000000 Penalty: 5419.782715
	Iteration 9F: 3 clusters Score -5601448 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -5603429.000000 Penalty: 5419.782715
	Iteration 10Q: 3 clusters Score -5603429 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -5604901.000000 Penalty: 5419.782715
	Iteration 11Q: 3 clusters Score -5604901 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -5605747.000000 Penalty: 5419.782715
	Iteration 12Q: 3 clusters Score -5605747 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -5606188.500000 Penalty: 5419.782715
	Iteration 13Q: 3 clusters Score -5606188 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -5606430.000000 Penalty: 5419.782715
	Iteration 14Q: 3 clusters Score -5606430 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -5606560.000000 Penalty: 5419.782715
	Iteration 15Q: 3 clusters Score -5606560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -5606629.000000 Penalty: 5419.782715
	Iteration 16Q: 3 clusters Score -5606629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -5606661.500000 Penalty: 5419.782715
	Iteration 17Q: 3 clusters Score -5606662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -5606709.500000 Penalty: 5419.782715
	Iteration 18Q: 3 clusters Score -5606710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -5606755.000000 Penalty: 5419.782715
	Iteration 19Q: 3 clusters Score -5606755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -5606775.500000 Penalty: 5419.782715
	Iteration 20F: 3 clusters Score -5606776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -5606788.500000 Penalty: 5419.782715
	Iteration 21Q: 3 clusters Score -5606788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -5606804.000000 Penalty: 5419.782715
	Iteration 22Q: 3 clusters Score -5606804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -5606797.500000 Penalty: 5419.782715
	Iteration 23Q: 3 clusters Score -5606798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -5606796.000000 Penalty: 5419.782715
	Iteration 24Q: 3 clusters Score -5606796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -5606796.000000 Penalty: 5419.782715
	Iteration 25Q: 3 clusters Score -5606796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -5606800.500000 Penalty: 5419.782715
	Iteration 26Q: 3 clusters Score -5606800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -5606802.500000 Penalty: 5419.782715
	Iteration 27Q: 3 clusters Score -5606802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -5606805.500000 Penalty: 5419.782715
	Iteration 28Q: 3 clusters Score -5606806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -5606809.000000 Penalty: 5419.782715
	Iteration 29Q: 3 clusters Score -5606809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -5606821.500000 Penalty: 5419.782715
	Iteration 30Q: 3 clusters Score -5606822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -5606845.000000 Penalty: 5419.782715
	Iteration 31Q: 3 clusters Score -5606845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -5606948.500000 Penalty: 5419.782715
	Iteration 32Q: 3 clusters Score -5606948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -5607131.500000 Penalty: 5419.782715
	Iteration 33Q: 3 clusters Score -5607132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -5607275.500000 Penalty: 5419.782715
	Iteration 34Q: 3 clusters Score -5607276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -5607401.500000 Penalty: 5419.782715
	Iteration 35Q: 3 clusters Score -5607402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -5607499.500000 Penalty: 5419.782715
	Iteration 36Q: 3 clusters Score -5607500 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -5607556.000000 Penalty: 5419.782715
	Iteration 37Q: 3 clusters Score -5607556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -5607617.000000 Penalty: 5419.782715
	Iteration 38Q: 3 clusters Score -5607617 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -5607702.000000 Penalty: 5419.782715
	Iteration 39Q: 3 clusters Score -5607702 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -5607814.000000 Penalty: 5419.782715
	Iteration 40F: 3 clusters Score -5607814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -5607916.500000 Penalty: 5419.782715
	Iteration 41Q: 3 clusters Score -5607916 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -5608046.000000 Penalty: 5419.782715
	Iteration 42Q: 3 clusters Score -5608046 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -5608196.000000 Penalty: 5419.782715
	Iteration 43Q: 3 clusters Score -5608196 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5608423.500000 Penalty: 5419.782715
	Iteration 44Q: 3 clusters Score -5608424 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -5608748.000000 Penalty: 5419.782715
	Iteration 45Q: 3 clusters Score -5608748 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -5609280.500000 Penalty: 5419.782715
	Iteration 46Q: 3 clusters Score -5609280 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -5610077.000000 Penalty: 5419.782715
	Iteration 47Q: 3 clusters Score -5610077 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -5611374.000000 Penalty: 5419.782715
	Iteration 48Q: 3 clusters Score -5611374 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -5613230.500000 Penalty: 5419.782715
	Iteration 49Q: 3 clusters Score -5613230 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5615384.500000 Penalty: 5419.782715
	Iteration 50Q: 3 clusters Score -5615384 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5617296.500000 Penalty: 5419.782715
	Iteration 51Q: 3 clusters Score -5617296 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5618675.000000 Penalty: 5419.782715
	Iteration 52Q: 3 clusters Score -5618675 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5619509.000000 Penalty: 5419.782715
	Iteration 53Q: 3 clusters Score -5619509 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5619996.500000 Penalty: 5419.782715
	Iteration 54Q: 3 clusters Score -5619996 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5620235.500000 Penalty: 5419.782715
	Iteration 55Q: 3 clusters Score -5620236 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5620363.500000 Penalty: 5419.782715
	Iteration 56Q: 3 clusters Score -5620364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -5620416.500000 Penalty: 5419.782715
	Iteration 57Q: 3 clusters Score -5620416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -5620473.000000 Penalty: 5419.782715
	Iteration 58Q: 3 clusters Score -5620473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5620504.000000 Penalty: 5419.782715
	Iteration 59Q: 3 clusters Score -5620504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5624399.500000 Penalty: 5419.782715
	Iteration 60F: 3 clusters Score -5624400 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5630078.000000 Penalty: 5419.782715
	Iteration 61F: 3 clusters Score -5630078 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5632934.000000 Penalty: 5419.782715
	Iteration 62Q: 3 clusters Score -5632934 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5633960.000000 Penalty: 5419.782715
	Iteration 63Q: 3 clusters Score -5633960 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5634277.000000 Penalty: 5419.782715
	Iteration 64Q: 3 clusters Score -5634277 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5634318.000000 Penalty: 5419.782715
	Iteration 65Q: 3 clusters Score -5634318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -5634338.500000 Penalty: 5419.782715
	Iteration 66Q: 3 clusters Score -5634338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5634339.000000 Penalty: 5419.782715
	Iteration 67Q: 3 clusters Score -5634339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5634344.500000 Penalty: 5419.782715
	Iteration 68Q: 3 clusters Score -5634344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5634349.500000 Penalty: 5419.782715
	Iteration 69Q: 3 clusters Score -5634350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -5634352.000000 Penalty: 5419.782715
	Iteration 70Q: 3 clusters Score -5634352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -5634352.000000 Penalty: 5419.782715
	Iteration 71F: 3 clusters Score -5634352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 24438 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Mstep: Class 49 contains 31220 members 
Entering Unmasked Estep 
Score: -58939808.000000 Penalty: 162199.796875
Splitting cluster 39 changes total score from -58914828.000000 to -58939808.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 40 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -577229.312500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -577229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -571942.562500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -571942.6 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -573522.000000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -573522 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -574123.750000 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -574123.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -574655.500000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -574655.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -575143.250000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -575143.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -575529.125000 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -575529.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -575852.812500 Penalty: 4333.059570
	Iteration 6F: 3 clusters Score -575852.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -576100.062500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -576100.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -576289.437500 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -576289.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -576464.562500 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -576464.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -576640.375000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -576640.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -576822.687500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -576822.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -576954.875000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -576954.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -577017.562500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -577017.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -577060.562500 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -577060.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -577087.500000 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -577087.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -577100.750000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -577100.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -577106.500000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -577106.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -577113.437500 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -577113.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -577117.812500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -577117.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -577119.937500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -577119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -577122.062500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -577122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -577121.125000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -577121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -577121.000000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -577121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -577122.500000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -577122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -577123.687500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -577123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -577123.687500 Penalty: 4333.059570
	Iteration 26F: 3 clusters Score -577123.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -382779.968750 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -382780 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 2080 members 
Entering Unmasked Estep 
Score: -378766.156250 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -378766.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -379685.968750 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -379686 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -379955.562500 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -379955.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -380192.218750 Penalty: 4128.750488
	Iteration 3F: 3 clusters Score -380192.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -380459.343750 Penalty: 4128.750488
	Iteration 4F: 3 clusters Score -380459.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -380753.406250 Penalty: 4128.750488
	Iteration 5F: 3 clusters Score -380753.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -381010.500000 Penalty: 4128.750488
	Iteration 6F: 3 clusters Score -381010.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -381230.125000 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -381230.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -381372.531250 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -381372.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -381469.093750 Penalty: 4128.750488
	Iteration 9Q: 3 clusters Score -381469.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -381545.125000 Penalty: 4128.750488
	Iteration 10Q: 3 clusters Score -381545.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -381617.625000 Penalty: 4128.750488
	Iteration 11Q: 3 clusters Score -381617.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -381666.843750 Penalty: 4128.750488
	Iteration 12Q: 3 clusters Score -381666.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -381695.718750 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -381695.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -381720.250000 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -381720.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -381751.875000 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -381751.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -381780.062500 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -381780.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -381806.406250 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -381806.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -381833.062500 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -381833.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -381850.437500 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -381850.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -381864.625000 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -381864.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -381876.812500 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -381876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -381881.625000 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -381881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -381885.750000 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -381885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -381888.437500 Penalty: 4128.750488
	Iteration 24Q: 3 clusters Score -381888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -381891.812500 Penalty: 4128.750488
	Iteration 25Q: 3 clusters Score -381891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -381893.343750 Penalty: 4128.750488
	Iteration 26Q: 3 clusters Score -381893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -381893.281250 Penalty: 4128.750488
	Iteration 27Q: 3 clusters Score -381893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -381893.281250 Penalty: 4128.750488
	Iteration 28F: 3 clusters Score -381893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -404672.062500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -404672.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -400696.281250 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -400696.3 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -401877.250000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -401877.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -402306.406250 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -402306.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -402605.812500 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -402605.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -402837.437500 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -402837.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -402995.281250 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -402995.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -403110.718750 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -403110.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -403189.093750 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -403189.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -403247.218750 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -403247.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -403296.656250 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -403296.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -403337.875000 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -403337.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -403376.593750 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -403376.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -403398.187500 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -403398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -403412.937500 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -403412.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -403423.968750 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -403424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -403438.031250 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -403438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -403452.312500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -403452.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -403470.843750 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -403470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -403482.093750 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -403482.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -403494.218750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -403494.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -403506.781250 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -403506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -403514.718750 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -403514.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -403520.593750 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -403520.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -403527.250000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -403527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -403532.937500 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -403532.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -403538.437500 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -403538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -403541.250000 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -403541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -403547.281250 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -403547.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -403552.062500 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -403552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -403554.593750 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -403554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -403557.750000 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -403557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -403560.875000 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -403560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -403567.218750 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -403567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -403571.218750 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -403571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -403573.562500 Penalty: 4154.198242
	Iteration 34Q: 3 clusters Score -403573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -403576.875000 Penalty: 4154.198242
	Iteration 35Q: 3 clusters Score -403576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -403577.812500 Penalty: 4154.198242
	Iteration 36Q: 3 clusters Score -403577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -403579.437500 Penalty: 4154.198242
	Iteration 37Q: 3 clusters Score -403579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -403581.281250 Penalty: 4154.198242
	Iteration 38Q: 3 clusters Score -403581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -403581.281250 Penalty: 4154.198242
	Iteration 39F: 3 clusters Score -403581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -238248.484375 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -238248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -235420.640625 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -235420.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -236035.656250 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -236035.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -236176.890625 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -236176.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -236236.734375 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -236236.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -236273.671875 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -236273.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -236301.000000 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -236301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -236317.296875 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -236317.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -236330.796875 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -236330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -236344.218750 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -236344.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -236357.718750 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -236357.7 nChanged 23
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: -236369.281250 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -236369.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -236378.343750 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -236378.3 nChanged 14
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: -236385.093750 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -236385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -236391.968750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -236392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -236396.906250 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -236396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -236403.015625 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -236403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -236408.140625 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -236408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -236414.125000 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -236414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -236418.234375 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -236418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -236423.437500 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -236423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -236428.015625 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -236428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -236431.781250 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -236431.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -236435.546875 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -236435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -236437.468750 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -236437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -236439.359375 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -236439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -236440.546875 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -236440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -236442.437500 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -236442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -236445.453125 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -236445.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -236447.890625 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -236447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -236450.828125 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -236450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -236452.734375 Penalty: 3859.858887
	Iteration 30Q: 3 clusters Score -236452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -236454.578125 Penalty: 3859.858887
	Iteration 31Q: 3 clusters Score -236454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -236455.562500 Penalty: 3859.858887
	Iteration 32Q: 3 clusters Score -236455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -236456.562500 Penalty: 3859.858887
	Iteration 33Q: 3 clusters Score -236456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -236456.953125 Penalty: 3859.858887
	Iteration 34Q: 3 clusters Score -236457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -236458.812500 Penalty: 3859.858887
	Iteration 35Q: 3 clusters Score -236458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -236459.406250 Penalty: 3859.858887
	Iteration 36Q: 3 clusters Score -236459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -236462.328125 Penalty: 3859.858887
	Iteration 37Q: 3 clusters Score -236462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -236465.640625 Penalty: 3859.858887
	Iteration 38Q: 3 clusters Score -236465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -236468.625000 Penalty: 3859.858887
	Iteration 39Q: 3 clusters Score -236468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -236471.843750 Penalty: 3859.858887
	Iteration 40F: 3 clusters Score -236471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -236475.015625 Penalty: 3859.858887
	Iteration 41Q: 3 clusters Score -236475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -236477.500000 Penalty: 3859.858887
	Iteration 42Q: 3 clusters Score -236477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -236482.015625 Penalty: 3859.858887
	Iteration 43Q: 3 clusters Score -236482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -236485.703125 Penalty: 3859.858887
	Iteration 44Q: 3 clusters Score -236485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -236489.640625 Penalty: 3859.858887
	Iteration 45Q: 3 clusters Score -236489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -236493.031250 Penalty: 3859.858887
	Iteration 46Q: 3 clusters Score -236493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -236495.531250 Penalty: 3859.858887
	Iteration 47Q: 3 clusters Score -236495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236499.843750 Penalty: 3859.858887
	Iteration 48Q: 3 clusters Score -236499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -236501.562500 Penalty: 3859.858887
	Iteration 49Q: 3 clusters Score -236501.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -236501.562500 Penalty: 3859.858887
	Iteration 50F: 3 clusters Score -236501.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -1554971.500000 Penalty: 2393.809814
	Iteration 0F: 2 clusters Score -1554972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1543762.125000 Penalty: 4787.619629
	Iteration 0F: 3 clusters Score -1543762 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1547218.125000 Penalty: 4787.619629
	Iteration 1F: 3 clusters Score -1547218 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1547564.125000 Penalty: 4787.619629
	Iteration 2F: 3 clusters Score -1547564 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1547903.875000 Penalty: 4787.619629
	Iteration 3F: 3 clusters Score -1547904 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1548292.875000 Penalty: 4787.619629
	Iteration 4F: 3 clusters Score -1548293 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1548775.125000 Penalty: 4787.619629
	Iteration 5F: 3 clusters Score -1548775 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1549282.125000 Penalty: 4787.619629
	Iteration 6F: 3 clusters Score -1549282 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1549789.000000 Penalty: 4787.619629
	Iteration 7F: 3 clusters Score -1549789 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1550233.000000 Penalty: 4787.619629
	Iteration 8F: 3 clusters Score -1550233 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1550615.250000 Penalty: 4787.619629
	Iteration 9Q: 3 clusters Score -1550615 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1550981.000000 Penalty: 4787.619629
	Iteration 10Q: 3 clusters Score -1550981 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1551306.625000 Penalty: 4787.619629
	Iteration 11Q: 3 clusters Score -1551307 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1551582.500000 Penalty: 4787.619629
	Iteration 12Q: 3 clusters Score -1551582 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1551836.375000 Penalty: 4787.619629
	Iteration 13Q: 3 clusters Score -1551836 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1552028.250000 Penalty: 4787.619629
	Iteration 14Q: 3 clusters Score -1552028 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1552160.875000 Penalty: 4787.619629
	Iteration 15Q: 3 clusters Score -1552161 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1552262.500000 Penalty: 4787.619629
	Iteration 16Q: 3 clusters Score -1552262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1552333.250000 Penalty: 4787.619629
	Iteration 17Q: 3 clusters Score -1552333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1552381.625000 Penalty: 4787.619629
	Iteration 18Q: 3 clusters Score -1552382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1552439.750000 Penalty: 4787.619629
	Iteration 19Q: 3 clusters Score -1552440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1552498.625000 Penalty: 4787.619629
	Iteration 20F: 3 clusters Score -1552499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1552549.750000 Penalty: 4787.619629
	Iteration 21Q: 3 clusters Score -1552550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1552586.125000 Penalty: 4787.619629
	Iteration 22Q: 3 clusters Score -1552586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1552607.250000 Penalty: 4787.619629
	Iteration 23Q: 3 clusters Score -1552607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1552623.125000 Penalty: 4787.619629
	Iteration 24Q: 3 clusters Score -1552623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1552633.875000 Penalty: 4787.619629
	Iteration 25Q: 3 clusters Score -1552634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1552651.375000 Penalty: 4787.619629
	Iteration 26Q: 3 clusters Score -1552651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1552658.125000 Penalty: 4787.619629
	Iteration 27Q: 3 clusters Score -1552658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1552669.500000 Penalty: 4787.619629
	Iteration 28Q: 3 clusters Score -1552670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1552679.750000 Penalty: 4787.619629
	Iteration 29Q: 3 clusters Score -1552680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1552689.500000 Penalty: 4787.619629
	Iteration 30Q: 3 clusters Score -1552690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1552700.375000 Penalty: 4787.619629
	Iteration 31Q: 3 clusters Score -1552700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1552711.250000 Penalty: 4787.619629
	Iteration 32Q: 3 clusters Score -1552711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1552720.625000 Penalty: 4787.619629
	Iteration 33Q: 3 clusters Score -1552721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1552726.000000 Penalty: 4787.619629
	Iteration 34Q: 3 clusters Score -1552726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1552739.500000 Penalty: 4787.619629
	Iteration 35Q: 3 clusters Score -1552740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1552746.250000 Penalty: 4787.619629
	Iteration 36Q: 3 clusters Score -1552746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1552746.375000 Penalty: 4787.619629
	Iteration 37Q: 3 clusters Score -1552746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1552762.250000 Penalty: 4787.619629
	Iteration 38Q: 3 clusters Score -1552762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1552771.500000 Penalty: 4787.619629
	Iteration 39Q: 3 clusters Score -1552772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1552781.375000 Penalty: 4787.619629
	Iteration 40F: 3 clusters Score -1552781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1552795.625000 Penalty: 4787.619629
	Iteration 41Q: 3 clusters Score -1552796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1552804.500000 Penalty: 4787.619629
	Iteration 42Q: 3 clusters Score -1552804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1552808.875000 Penalty: 4787.619629
	Iteration 43Q: 3 clusters Score -1552809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1552812.625000 Penalty: 4787.619629
	Iteration 44Q: 3 clusters Score -1552813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1552816.875000 Penalty: 4787.619629
	Iteration 45Q: 3 clusters Score -1552817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1552818.875000 Penalty: 4787.619629
	Iteration 46Q: 3 clusters Score -1552819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1552824.125000 Penalty: 4787.619629
	Iteration 47Q: 3 clusters Score -1552824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1552821.875000 Penalty: 4787.619629
	Iteration 48Q: 3 clusters Score -1552822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1552825.500000 Penalty: 4787.619629
	Iteration 49Q: 3 clusters Score -1552826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1552828.750000 Penalty: 4787.619629
	Iteration 50Q: 3 clusters Score -1552829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1552830.625000 Penalty: 4787.619629
	Iteration 51Q: 3 clusters Score -1552831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1552837.000000 Penalty: 4787.619629
	Iteration 52Q: 3 clusters Score -1552837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1552836.375000 Penalty: 4787.619629
	Iteration 53Q: 3 clusters Score -1552836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1552836.375000 Penalty: 4787.619629
	Iteration 54F: 3 clusters Score -1552836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -315315.125000 Penalty: 2015.962402
	Iteration 0F: 2 clusters Score -315315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -311769.125000 Penalty: 4031.924805
	Iteration 0F: 3 clusters Score -311769.1 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -312616.937500 Penalty: 4031.924805
	Iteration 1F: 3 clusters Score -312616.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -312928.187500 Penalty: 4031.924805
	Iteration 2F: 3 clusters Score -312928.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -313147.750000 Penalty: 4031.924805
	Iteration 3F: 3 clusters Score -313147.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -313338.312500 Penalty: 4031.924805
	Iteration 4F: 3 clusters Score -313338.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -313505.656250 Penalty: 4031.924805
	Iteration 5Q: 3 clusters Score -313505.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -313608.187500 Penalty: 4031.924805
	Iteration 6Q: 3 clusters Score -313608.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -313674.187500 Penalty: 4031.924805
	Iteration 7Q: 3 clusters Score -313674.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -313729.843750 Penalty: 4031.924805
	Iteration 8Q: 3 clusters Score -313729.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -313774.593750 Penalty: 4031.924805
	Iteration 9Q: 3 clusters Score -313774.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -313808.656250 Penalty: 4031.924805
	Iteration 10Q: 3 clusters Score -313808.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -313837.156250 Penalty: 4031.924805
	Iteration 11Q: 3 clusters Score -313837.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -313863.687500 Penalty: 4031.924805
	Iteration 12Q: 3 clusters Score -313863.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -313882.187500 Penalty: 4031.924805
	Iteration 13Q: 3 clusters Score -313882.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -313904.468750 Penalty: 4031.924805
	Iteration 14Q: 3 clusters Score -313904.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -313921.531250 Penalty: 4031.924805
	Iteration 15Q: 3 clusters Score -313921.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -313937.468750 Penalty: 4031.924805
	Iteration 16Q: 3 clusters Score -313937.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -313948.531250 Penalty: 4031.924805
	Iteration 17Q: 3 clusters Score -313948.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -313958.625000 Penalty: 4031.924805
	Iteration 18Q: 3 clusters Score -313958.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -313969.437500 Penalty: 4031.924805
	Iteration 19Q: 3 clusters Score -313969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313974.843750 Penalty: 4031.924805
	Iteration 20F: 3 clusters Score -313974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313978.937500 Penalty: 4031.924805
	Iteration 21Q: 3 clusters Score -313978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313983.593750 Penalty: 4031.924805
	Iteration 22Q: 3 clusters Score -313983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313985.000000 Penalty: 4031.924805
	Iteration 23Q: 3 clusters Score -313985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313985.875000 Penalty: 4031.924805
	Iteration 24Q: 3 clusters Score -313985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313986.531250 Penalty: 4031.924805
	Iteration 25Q: 3 clusters Score -313986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313987.156250 Penalty: 4031.924805
	Iteration 26Q: 3 clusters Score -313987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -313988.656250 Penalty: 4031.924805
	Iteration 27Q: 3 clusters Score -313988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -313989.343750 Penalty: 4031.924805
	Iteration 28Q: 3 clusters Score -313989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -313989.343750 Penalty: 4031.924805
	Iteration 29F: 3 clusters Score -313989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -105646.468750 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -105646.5 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 633 members 
Entering Unmasked Estep 
Score: -103582.312500 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -103582.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103873.281250 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -103873.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -103984.601562 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -103984.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104062.859375 Penalty: 3526.905273
	Iteration 3F: 3 clusters Score -104062.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104130.156250 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -104130.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104190.656250 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -104190.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104248.554688 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -104248.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104314.500000 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -104314.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104381.367188 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -104381.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104433.921875 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -104433.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104475.953125 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -104476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104520.125000 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -104520.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104557.132812 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -104557.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104599.882812 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -104599.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104644.734375 Penalty: 3526.905273
	Iteration 14Q: 3 clusters Score -104644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104674.484375 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -104674.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104710.109375 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -104710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104737.773438 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -104737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104768.023438 Penalty: 3526.905273
	Iteration 18Q: 3 clusters Score -104768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104798.406250 Penalty: 3526.905273
	Iteration 19Q: 3 clusters Score -104798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104815.351562 Penalty: 3526.905273
	Iteration 20F: 3 clusters Score -104815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104836.546875 Penalty: 3526.905273
	Iteration 21Q: 3 clusters Score -104836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104856.835938 Penalty: 3526.905273
	Iteration 22Q: 3 clusters Score -104856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104864.367188 Penalty: 3526.905273
	Iteration 23Q: 3 clusters Score -104864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104868.523438 Penalty: 3526.905273
	Iteration 24Q: 3 clusters Score -104868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104875.132812 Penalty: 3526.905273
	Iteration 25Q: 3 clusters Score -104875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104881.171875 Penalty: 3526.905273
	Iteration 26Q: 3 clusters Score -104881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104890.609375 Penalty: 3526.905273
	Iteration 27Q: 3 clusters Score -104890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104902.132812 Penalty: 3526.905273
	Iteration 28Q: 3 clusters Score -104902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104908.757812 Penalty: 3526.905273
	Iteration 29Q: 3 clusters Score -104908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104912.726562 Penalty: 3526.905273
	Iteration 30Q: 3 clusters Score -104912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104914.273438 Penalty: 3526.905273
	Iteration 31Q: 3 clusters Score -104914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104915.437500 Penalty: 3526.905273
	Iteration 32Q: 3 clusters Score -104915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104923.351562 Penalty: 3526.905273
	Iteration 33Q: 3 clusters Score -104923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104927.757812 Penalty: 3526.905273
	Iteration 34Q: 3 clusters Score -104927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104929.960938 Penalty: 3526.905273
	Iteration 35Q: 3 clusters Score -104930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104932.085938 Penalty: 3526.905273
	Iteration 36Q: 3 clusters Score -104932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104934.960938 Penalty: 3526.905273
	Iteration 37Q: 3 clusters Score -104935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104935.234375 Penalty: 3526.905273
	Iteration 38Q: 3 clusters Score -104935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104938.101562 Penalty: 3526.905273
	Iteration 39Q: 3 clusters Score -104938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104939.242188 Penalty: 3526.905273
	Iteration 40F: 3 clusters Score -104939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -628777.625000 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -628777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -623476.062500 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -623476.1 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -624891.687500 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -624891.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -625169.562500 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -625169.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -625349.562500 Penalty: 4332.979980
	Iteration 3F: 3 clusters Score -625349.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -625491.562500 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -625491.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -625593.062500 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -625593.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -625683.250000 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -625683.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -625761.812500 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -625761.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -625835.250000 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -625835.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -625900.875000 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -625900.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -625971.937500 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -625971.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -626046.875000 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -626046.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -626128.125000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -626128.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -626199.625000 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -626199.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -626270.187500 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -626270.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -626335.000000 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -626335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -626386.250000 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -626386.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -626435.750000 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -626435.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -626482.187500 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -626482.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -626523.875000 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -626523.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -626561.687500 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -626561.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -626596.062500 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -626596.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -626621.750000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -626621.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -626639.000000 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -626639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -626653.750000 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -626653.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -626667.000000 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -626667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -626677.937500 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -626677.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -626687.437500 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -626687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -626691.625000 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -626691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -626695.562500 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -626695.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -626700.750000 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -626700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -626705.125000 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -626705.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -626709.812500 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -626709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -626716.437500 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -626716.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -626720.125000 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -626720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -626722.312500 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -626722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -626722.437500 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -626722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -626722.562500 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -626722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -626723.062500 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -626723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -626725.500000 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -626725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -626724.437500 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -626724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -626724.687500 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -626724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -626726.562500 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -626726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -626726.000000 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -626726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -626725.812500 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -626725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -626725.875000 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -626725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -626725.875000 Penalty: 4332.979980
	Iteration 46F: 3 clusters Score -626725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -590698.937500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -590698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -585808.187500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -585808.2 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -586958.250000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -586958.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -587193.000000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -587193 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -587335.937500 Penalty: 4278.163574
	Iteration 3Q: 3 clusters Score -587335.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -587448.312500 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -587448.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -587541.625000 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -587541.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -587612.312500 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -587612.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -587668.125000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -587668.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -587717.250000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -587717.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -587744.500000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -587744.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -587777.187500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -587777.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -587803.500000 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -587803.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -587822.437500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -587822.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -587840.250000 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -587840.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -587852.312500 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -587852.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -587867.687500 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -587867.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -587889.062500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -587889.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -587903.437500 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -587903.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -587915.125000 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -587915.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -587924.000000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -587924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -587931.000000 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -587931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587938.812500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -587938.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -587941.250000 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -587941.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -587945.375000 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -587945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -587946.875000 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -587946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -587950.062500 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -587950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -587955.125000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -587955.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -587958.000000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -587958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -587961.375000 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -587961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -587964.937500 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -587964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -587966.875000 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -587966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -587968.062500 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -587968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -587969.312500 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -587969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -587969.750000 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -587969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -587969.312500 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -587969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587968.562500 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -587968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587971.250000 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -587971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -587972.125000 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -587972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -587971.812500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -587971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587973.812500 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -587973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -587974.625000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -587974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -587977.250000 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -587977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -587980.437500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -587980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -587979.250000 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -587979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -587982.562500 Penalty: 4278.163574
	Iteration 44Q: 3 clusters Score -587982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -587985.375000 Penalty: 4278.163574
	Iteration 45Q: 3 clusters Score -587985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -587984.562500 Penalty: 4278.163574
	Iteration 46Q: 3 clusters Score -587984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -587986.062500 Penalty: 4278.163574
	Iteration 47Q: 3 clusters Score -587986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -587987.000000 Penalty: 4278.163574
	Iteration 48Q: 3 clusters Score -587987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -587988.000000 Penalty: 4278.163574
	Iteration 49Q: 3 clusters Score -587988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -587987.937500 Penalty: 4278.163574
	Iteration 50Q: 3 clusters Score -587987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -587988.750000 Penalty: 4278.163574
	Iteration 51Q: 3 clusters Score -587988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -587988.750000 Penalty: 4278.163574
	Iteration 52F: 3 clusters Score -587988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15173 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 35101 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 30333 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3378 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6206 members 
Mstep: Class 39 contains 24438 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15560 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58941532.000000 Penalty: 162199.796875
Iteration 281F: 50 clusters Score -5.894153e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 60145 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 35103 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9058 members 
Mstep: Class 26 contains 30369 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9784 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3401 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 96756 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6236 members 
Mstep: Class 39 contains 24748 members 
Mstep: Class 40 contains 6205 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2414 members 
Mstep: Class 44 contains 15595 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6249 members 
Mstep: Class 48 contains 5575 members 
Mstep: Class 49 contains 30443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942124.000000 Penalty: 162199.796875
Iteration 282Q: 50 clusters Score -5.894212e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15180 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 60149 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 24675 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 8988 members 
Mstep: Class 20 contains 35100 members 
Mstep: Class 21 contains 6145 members 
Mstep: Class 22 contains 12702 members 
Mstep: Class 23 contains 15119 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9047 members 
Mstep: Class 26 contains 30374 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9788 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3405 members 
Mstep: Class 35 contains 5137 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6242 members 
Mstep: Class 39 contains 24850 members 
Mstep: Class 40 contains 6231 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2414 members 
Mstep: Class 44 contains 15606 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6261 members 
Mstep: Class 48 contains 5579 members 
Mstep: Class 49 contains 30085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942232.000000 Penalty: 162199.796875
Iteration 283Q: 50 clusters Score -5.894223e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39744 members 
Mstep: Class 5 contains 60144 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24875 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9021 members 
Mstep: Class 20 contains 35099 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 12808 members 
Mstep: Class 23 contains 15113 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9042 members 
Mstep: Class 26 contains 30376 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9784 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3406 members 
Mstep: Class 35 contains 5147 members 
Mstep: Class 36 contains 96758 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6245 members 
Mstep: Class 39 contains 24883 members 
Mstep: Class 40 contains 6256 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2415 members 
Mstep: Class 44 contains 15607 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6270 members 
Mstep: Class 48 contains 5580 members 
Mstep: Class 49 contains 29854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942188.000000 Penalty: 162199.796875
Iteration 284Q: 50 clusters Score -5.894219e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39745 members 
Mstep: Class 5 contains 60137 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5706 members 
Mstep: Class 13 contains 24682 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9061 members 
Mstep: Class 20 contains 35095 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12917 members 
Mstep: Class 23 contains 15115 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9029 members 
Mstep: Class 26 contains 30379 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9780 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3406 members 
Mstep: Class 35 contains 5160 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6247 members 
Mstep: Class 39 contains 24902 members 
Mstep: Class 40 contains 6252 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2415 members 
Mstep: Class 44 contains 15610 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6279 members 
Mstep: Class 48 contains 5582 members 
Mstep: Class 49 contains 29673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942244.000000 Penalty: 162199.796875
Iteration 285Q: 50 clusters Score -5.894224e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 15195 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39748 members 
Mstep: Class 5 contains 60133 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15584 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9101 members 
Mstep: Class 20 contains 35095 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 12989 members 
Mstep: Class 23 contains 15119 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9018 members 
Mstep: Class 26 contains 30380 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9778 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3407 members 
Mstep: Class 35 contains 5169 members 
Mstep: Class 36 contains 96752 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6253 members 
Mstep: Class 39 contains 24917 members 
Mstep: Class 40 contains 6228 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2416 members 
Mstep: Class 44 contains 15614 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6285 members 
Mstep: Class 48 contains 5583 members 
Mstep: Class 49 contains 29541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942512.000000 Penalty: 162199.796875
Iteration 286Q: 50 clusters Score -5.894251e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 15201 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39748 members 
Mstep: Class 5 contains 60132 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15594 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24680 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9146 members 
Mstep: Class 20 contains 35093 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 13058 members 
Mstep: Class 23 contains 15117 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9010 members 
Mstep: Class 26 contains 30379 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9778 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3409 members 
Mstep: Class 35 contains 5188 members 
Mstep: Class 36 contains 96749 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6255 members 
Mstep: Class 39 contains 24924 members 
Mstep: Class 40 contains 6195 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2414 members 
Mstep: Class 44 contains 15617 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6293 members 
Mstep: Class 48 contains 5583 members 
Mstep: Class 49 contains 29419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942624.000000 Penalty: 162199.796875
Iteration 287Q: 50 clusters Score -5.894262e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 15205 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39751 members 
Mstep: Class 5 contains 60136 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24680 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9205 members 
Mstep: Class 20 contains 35094 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 13101 members 
Mstep: Class 23 contains 15114 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 8995 members 
Mstep: Class 26 contains 30381 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6113 members 
Mstep: Class 34 contains 3412 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 96742 members 
Mstep: Class 37 contains 5461 members 
Mstep: Class 38 contains 6255 members 
Mstep: Class 39 contains 24928 members 
Mstep: Class 40 contains 6153 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2414 members 
Mstep: Class 44 contains 15618 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6295 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 29308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942652.000000 Penalty: 162199.796875
Iteration 288Q: 50 clusters Score -5.894265e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39751 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9271 members 
Mstep: Class 20 contains 35094 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 13139 members 
Mstep: Class 23 contains 15110 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 8988 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2860 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6113 members 
Mstep: Class 34 contains 3415 members 
Mstep: Class 35 contains 5262 members 
Mstep: Class 36 contains 96737 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6257 members 
Mstep: Class 39 contains 24929 members 
Mstep: Class 40 contains 6096 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2413 members 
Mstep: Class 44 contains 15621 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6297 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 29212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942800.000000 Penalty: 162199.796875
Iteration 289Q: 50 clusters Score -5.89428e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39754 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5709 members 
Mstep: Class 13 contains 24682 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 35093 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 15110 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 8982 members 
Mstep: Class 26 contains 30389 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9779 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 3416 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 96737 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6259 members 
Mstep: Class 39 contains 24926 members 
Mstep: Class 40 contains 6016 members 
Mstep: Class 41 contains 4121 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2411 members 
Mstep: Class 44 contains 15620 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6301 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 29139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58942900.000000 Penalty: 162199.796875
Iteration 290Q: 50 clusters Score -5.89429e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 15210 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 5 contains 60136 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 24684 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4264 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 35096 members 
Mstep: Class 21 contains 6145 members 
Mstep: Class 22 contains 13171 members 
Mstep: Class 23 contains 15110 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 8965 members 
Mstep: Class 26 contains 30392 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 9783 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 3414 members 
Mstep: Class 35 contains 5382 members 
Mstep: Class 36 contains 96737 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6264 members 
Mstep: Class 39 contains 24925 members 
Mstep: Class 40 contains 5927 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2410 members 
Mstep: Class 44 contains 15619 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6302 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 29069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943136.000000 Penalty: 162199.796875
Iteration 291Q: 50 clusters Score -5.894314e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39751 members 
Mstep: Class 5 contains 60133 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15628 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5711 members 
Mstep: Class 13 contains 24685 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 35096 members 
Mstep: Class 21 contains 6144 members 
Mstep: Class 22 contains 13207 members 
Mstep: Class 23 contains 15108 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 8942 members 
Mstep: Class 26 contains 30393 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 9786 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6113 members 
Mstep: Class 34 contains 3419 members 
Mstep: Class 35 contains 5455 members 
Mstep: Class 36 contains 96735 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6268 members 
Mstep: Class 39 contains 24920 members 
Mstep: Class 40 contains 5823 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2409 members 
Mstep: Class 44 contains 15620 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6302 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 28974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943364.000000 Penalty: 162199.796875
Iteration 292Q: 50 clusters Score -5.894336e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39756 members 
Mstep: Class 5 contains 60134 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5709 members 
Mstep: Class 13 contains 24680 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4266 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 20 contains 35096 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 13260 members 
Mstep: Class 23 contains 15100 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 8908 members 
Mstep: Class 26 contains 30396 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2733 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9784 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 3421 members 
Mstep: Class 35 contains 5538 members 
Mstep: Class 36 contains 96735 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6275 members 
Mstep: Class 39 contains 24919 members 
Mstep: Class 40 contains 5710 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2411 members 
Mstep: Class 44 contains 15629 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6303 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 28862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943668.000000 Penalty: 162199.796875
Iteration 293Q: 50 clusters Score -5.894367e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15218 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39758 members 
Mstep: Class 5 contains 60136 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24680 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 20 contains 35096 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 13345 members 
Mstep: Class 23 contains 15099 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 8880 members 
Mstep: Class 26 contains 30398 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9785 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 3424 members 
Mstep: Class 35 contains 5626 members 
Mstep: Class 36 contains 96737 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6278 members 
Mstep: Class 39 contains 24914 members 
Mstep: Class 40 contains 5608 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2413 members 
Mstep: Class 44 contains 15636 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6304 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 28703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58943888.000000 Penalty: 162199.796875
Iteration 294Q: 50 clusters Score -5.894389e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39760 members 
Mstep: Class 5 contains 60137 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15654 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5709 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 20 contains 35093 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 13501 members 
Mstep: Class 23 contains 15093 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 8862 members 
Mstep: Class 26 contains 30395 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9783 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 3429 members 
Mstep: Class 35 contains 5729 members 
Mstep: Class 36 contains 96738 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6283 members 
Mstep: Class 39 contains 24909 members 
Mstep: Class 40 contains 5533 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2410 members 
Mstep: Class 44 contains 15639 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6305 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 28464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58944328.000000 Penalty: 162199.796875
Iteration 295Q: 50 clusters Score -5.894433e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15218 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39758 members 
Mstep: Class 5 contains 60132 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15676 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 24680 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4279 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 35092 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 13807 members 
Mstep: Class 23 contains 15087 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8845 members 
Mstep: Class 26 contains 30395 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 9782 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 5831 members 
Mstep: Class 36 contains 96741 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6286 members 
Mstep: Class 39 contains 24899 members 
Mstep: Class 40 contains 5479 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2406 members 
Mstep: Class 44 contains 15646 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6310 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 28053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58945196.000000 Penalty: 162199.796875
Iteration 296Q: 50 clusters Score -5.89452e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15227 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39756 members 
Mstep: Class 5 contains 60132 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15702 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 24683 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 35087 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 14274 members 
Mstep: Class 23 contains 15084 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8840 members 
Mstep: Class 26 contains 30393 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 9779 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6113 members 
Mstep: Class 34 contains 3429 members 
Mstep: Class 35 contains 5961 members 
Mstep: Class 36 contains 96742 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6299 members 
Mstep: Class 39 contains 24877 members 
Mstep: Class 40 contains 5411 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4341 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 15651 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6319 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 27444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58947768.000000 Penalty: 162199.796875
Iteration 297Q: 50 clusters Score -5.894777e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15239 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39757 members 
Mstep: Class 5 contains 60126 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15728 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 24689 members 
Mstep: Class 14 contains 7175 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9937 members 
Mstep: Class 20 contains 35089 members 
Mstep: Class 21 contains 6143 members 
Mstep: Class 22 contains 14968 members 
Mstep: Class 23 contains 15096 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8839 members 
Mstep: Class 26 contains 30395 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2860 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 3426 members 
Mstep: Class 35 contains 6119 members 
Mstep: Class 36 contains 96743 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6303 members 
Mstep: Class 39 contains 24845 members 
Mstep: Class 40 contains 5322 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2388 members 
Mstep: Class 44 contains 15654 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6326 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58952400.000000 Penalty: 162199.796875
Iteration 298Q: 50 clusters Score -5.89524e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15266 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 5 contains 60111 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15769 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 24693 members 
Mstep: Class 14 contains 7175 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 35088 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 15104 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8851 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2740 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9777 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 3425 members 
Mstep: Class 35 contains 6335 members 
Mstep: Class 36 contains 96744 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6318 members 
Mstep: Class 39 contains 24809 members 
Mstep: Class 40 contains 5194 members 
Mstep: Class 41 contains 4119 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2387 members 
Mstep: Class 44 contains 15662 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6327 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58954436.000000 Penalty: 162199.796875
Iteration 299Q: 50 clusters Score -5.895444e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15292 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39752 members 
Mstep: Class 5 contains 60107 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15803 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 5717 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 7176 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 35089 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 14769 members 
Mstep: Class 23 contains 15103 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8879 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6117 members 
Mstep: Class 34 contains 3426 members 
Mstep: Class 35 contains 6606 members 
Mstep: Class 36 contains 96752 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6324 members 
Mstep: Class 39 contains 24797 members 
Mstep: Class 40 contains 5107 members 
Mstep: Class 41 contains 4119 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2379 members 
Mstep: Class 44 contains 15681 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6324 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58955136.000000 Penalty: 162199.796875
Iteration 300F: 50 clusters Score -5.895514e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 15304 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39746 members 
Mstep: Class 5 contains 60105 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 35095 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 14374 members 
Mstep: Class 23 contains 15103 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8916 members 
Mstep: Class 26 contains 30386 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9780 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 3429 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 96755 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 6336 members 
Mstep: Class 39 contains 24794 members 
Mstep: Class 40 contains 5032 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2373 members 
Mstep: Class 44 contains 15701 members 
Mstep: Class 45 contains 3391 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6326 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58955648.000000 Penalty: 162199.796875
Iteration 301Q: 50 clusters Score -5.895565e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 15320 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39744 members 
Mstep: Class 5 contains 60103 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9989 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7180 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 24888 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 35092 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 13969 members 
Mstep: Class 23 contains 15093 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 30390 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9782 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6128 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 7155 members 
Mstep: Class 36 contains 96756 members 
Mstep: Class 37 contains 5459 members 
Mstep: Class 38 contains 6354 members 
Mstep: Class 39 contains 24796 members 
Mstep: Class 40 contains 4986 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2369 members 
Mstep: Class 44 contains 15711 members 
Mstep: Class 45 contains 3392 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6327 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58955988.000000 Penalty: 162199.796875
Iteration 302Q: 50 clusters Score -5.895599e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 15323 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39731 members 
Mstep: Class 5 contains 60101 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15890 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 24692 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 24888 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 35088 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 13593 members 
Mstep: Class 23 contains 15076 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8972 members 
Mstep: Class 26 contains 30389 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 9780 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 6131 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 7421 members 
Mstep: Class 36 contains 96761 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6376 members 
Mstep: Class 39 contains 24788 members 
Mstep: Class 40 contains 4959 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2366 members 
Mstep: Class 44 contains 15726 members 
Mstep: Class 45 contains 3392 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6328 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58956408.000000 Penalty: 162199.796875
Iteration 303Q: 50 clusters Score -5.895641e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 15322 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39730 members 
Mstep: Class 5 contains 60093 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15889 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24699 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 4545 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 35086 members 
Mstep: Class 21 contains 6143 members 
Mstep: Class 22 contains 13233 members 
Mstep: Class 23 contains 15065 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9001 members 
Mstep: Class 26 contains 30384 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9782 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6134 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 7657 members 
Mstep: Class 36 contains 96765 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6396 members 
Mstep: Class 39 contains 24778 members 
Mstep: Class 40 contains 4964 members 
Mstep: Class 41 contains 4117 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2357 members 
Mstep: Class 44 contains 15739 members 
Mstep: Class 45 contains 3392 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6331 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58956744.000000 Penalty: 162199.796875
Iteration 304Q: 50 clusters Score -5.895674e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15306 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39725 members 
Mstep: Class 5 contains 60088 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15883 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15964 members 
Mstep: Class 12 contains 5708 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 35082 members 
Mstep: Class 21 contains 6143 members 
Mstep: Class 22 contains 12928 members 
Mstep: Class 23 contains 15059 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9024 members 
Mstep: Class 26 contains 30382 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 9785 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6137 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 7861 members 
Mstep: Class 36 contains 96765 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6419 members 
Mstep: Class 39 contains 24761 members 
Mstep: Class 40 contains 4967 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 15761 members 
Mstep: Class 45 contains 3392 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6338 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58956896.000000 Penalty: 162199.796875
Iteration 305Q: 50 clusters Score -5.89569e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15278 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39715 members 
Mstep: Class 5 contains 60088 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15871 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 15964 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 35081 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 12658 members 
Mstep: Class 23 contains 15051 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 2703 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 9786 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6137 members 
Mstep: Class 34 contains 3442 members 
Mstep: Class 35 contains 8059 members 
Mstep: Class 36 contains 96765 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6437 members 
Mstep: Class 39 contains 24744 members 
Mstep: Class 40 contains 4974 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2345 members 
Mstep: Class 44 contains 15783 members 
Mstep: Class 45 contains 3392 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6343 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957068.000000 Penalty: 162199.796875
Iteration 306Q: 50 clusters Score -5.895707e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15239 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 60088 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15846 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24719 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 35078 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 12446 members 
Mstep: Class 23 contains 15040 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9068 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9787 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6138 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 8223 members 
Mstep: Class 36 contains 96767 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6459 members 
Mstep: Class 39 contains 24734 members 
Mstep: Class 40 contains 4988 members 
Mstep: Class 41 contains 4119 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 15797 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6351 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957072.000000 Penalty: 162199.796875
Iteration 307Q: 50 clusters Score -5.895707e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39714 members 
Mstep: Class 5 contains 60086 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15829 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15962 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24723 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 35075 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 15032 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 30384 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 2709 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6139 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 8385 members 
Mstep: Class 36 contains 96769 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6476 members 
Mstep: Class 39 contains 24723 members 
Mstep: Class 40 contains 4991 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2324 members 
Mstep: Class 44 contains 15812 members 
Mstep: Class 45 contains 3394 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6356 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957244.000000 Penalty: 162199.796875
Iteration 308Q: 50 clusters Score -5.895724e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15162 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 60086 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15817 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 24721 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 35076 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 15017 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9115 members 
Mstep: Class 26 contains 30383 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 2710 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6141 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 8522 members 
Mstep: Class 36 contains 96770 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6483 members 
Mstep: Class 39 contains 24719 members 
Mstep: Class 40 contains 4999 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2314 members 
Mstep: Class 44 contains 15820 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6361 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957396.000000 Penalty: 162199.796875
Iteration 309Q: 50 clusters Score -5.89574e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 15119 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 60087 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 24725 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 4838 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 10004 members 
Mstep: Class 20 contains 35074 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 11866 members 
Mstep: Class 23 contains 15010 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9129 members 
Mstep: Class 26 contains 30384 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 2712 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9790 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 6141 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 8646 members 
Mstep: Class 36 contains 96768 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6497 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 5006 members 
Mstep: Class 41 contains 4120 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2306 members 
Mstep: Class 44 contains 15828 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6367 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957596.000000 Penalty: 162199.796875
Iteration 310Q: 50 clusters Score -5.89576e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 15091 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39712 members 
Mstep: Class 5 contains 60089 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15804 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 5697 members 
Mstep: Class 13 contains 24729 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 4896 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 35071 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 11688 members 
Mstep: Class 23 contains 15000 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9153 members 
Mstep: Class 26 contains 30386 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2714 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1830 members 
Mstep: Class 33 contains 6140 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 8746 members 
Mstep: Class 36 contains 96770 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6511 members 
Mstep: Class 39 contains 24714 members 
Mstep: Class 40 contains 5010 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6372 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957648.000000 Penalty: 162199.796875
Iteration 311Q: 50 clusters Score -5.895765e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39711 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15793 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15962 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 24729 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 4957 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 35071 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 11503 members 
Mstep: Class 23 contains 14995 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9170 members 
Mstep: Class 26 contains 30388 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1833 members 
Mstep: Class 33 contains 6142 members 
Mstep: Class 34 contains 3448 members 
Mstep: Class 35 contains 8853 members 
Mstep: Class 36 contains 96772 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6529 members 
Mstep: Class 39 contains 24717 members 
Mstep: Class 40 contains 5014 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4343 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 15843 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6372 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58957788.000000 Penalty: 162199.796875
Iteration 312Q: 50 clusters Score -5.895779e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39711 members 
Mstep: Class 5 contains 60092 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15789 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5693 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 10016 members 
Mstep: Class 20 contains 35071 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 11307 members 
Mstep: Class 23 contains 14993 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9180 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 9791 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 6144 members 
Mstep: Class 34 contains 3450 members 
Mstep: Class 35 contains 8992 members 
Mstep: Class 36 contains 96774 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6546 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 5015 members 
Mstep: Class 41 contains 4118 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 15856 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6373 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958004.000000 Penalty: 162199.796875
Iteration 313Q: 50 clusters Score -5.8958e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 14959 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39709 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15783 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5692 members 
Mstep: Class 13 contains 24732 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 35070 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 11120 members 
Mstep: Class 23 contains 14989 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9190 members 
Mstep: Class 26 contains 30380 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9790 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 6149 members 
Mstep: Class 34 contains 3451 members 
Mstep: Class 35 contains 9120 members 
Mstep: Class 36 contains 96777 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6550 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 5031 members 
Mstep: Class 41 contains 4116 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 15869 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6377 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958264.000000 Penalty: 162199.796875
Iteration 314Q: 50 clusters Score -5.895826e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39712 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 9984 members 
Mstep: Class 11 contains 15962 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 24730 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 5133 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 10042 members 
Mstep: Class 20 contains 35067 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 10929 members 
Mstep: Class 23 contains 14984 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9203 members 
Mstep: Class 26 contains 30382 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9790 members 
Mstep: Class 32 contains 1835 members 
Mstep: Class 33 contains 6150 members 
Mstep: Class 34 contains 3453 members 
Mstep: Class 35 contains 9244 members 
Mstep: Class 36 contains 96781 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6557 members 
Mstep: Class 39 contains 24703 members 
Mstep: Class 40 contains 5056 members 
Mstep: Class 41 contains 4115 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 15874 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6376 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958220.000000 Penalty: 162199.796875
Iteration 315Q: 50 clusters Score -5.895822e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 14864 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39711 members 
Mstep: Class 5 contains 60094 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15769 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 9984 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 24733 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 10072 members 
Mstep: Class 20 contains 35065 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 10729 members 
Mstep: Class 23 contains 14979 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9223 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2739 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9790 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 6154 members 
Mstep: Class 34 contains 3454 members 
Mstep: Class 35 contains 9357 members 
Mstep: Class 36 contains 96780 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6563 members 
Mstep: Class 39 contains 24697 members 
Mstep: Class 40 contains 5065 members 
Mstep: Class 41 contains 4113 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15874 members 
Mstep: Class 45 contains 3393 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6379 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958324.000000 Penalty: 162199.796875
Iteration 316Q: 50 clusters Score -5.895832e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14816 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39719 members 
Mstep: Class 5 contains 60095 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 15752 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 24733 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 1853 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 10107 members 
Mstep: Class 20 contains 35064 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 10534 members 
Mstep: Class 23 contains 14971 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9240 members 
Mstep: Class 26 contains 30387 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1839 members 
Mstep: Class 33 contains 6156 members 
Mstep: Class 34 contains 3456 members 
Mstep: Class 35 contains 9492 members 
Mstep: Class 36 contains 96780 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6564 members 
Mstep: Class 39 contains 24691 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 4112 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15876 members 
Mstep: Class 45 contains 3394 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6379 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958472.000000 Penalty: 162199.796875
Iteration 317Q: 50 clusters Score -5.895847e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14767 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39719 members 
Mstep: Class 5 contains 60092 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15727 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15962 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 24735 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 10136 members 
Mstep: Class 20 contains 35069 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 14964 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 30384 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 9788 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 6158 members 
Mstep: Class 34 contains 3458 members 
Mstep: Class 35 contains 9645 members 
Mstep: Class 36 contains 96781 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6569 members 
Mstep: Class 39 contains 24692 members 
Mstep: Class 40 contains 5082 members 
Mstep: Class 41 contains 4109 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15877 members 
Mstep: Class 45 contains 3396 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6380 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58958660.000000 Penalty: 162199.796875
Iteration 318Q: 50 clusters Score -5.895866e+07 nChanged 467
Entering ConstructFrom: 
Score: -58958660.000000 Penalty: 162199.796875
Entering ConstructFrom: 
Trying to split cluster 1 (17134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Entering Unmasked Estep 
Score: -1680954.250000 Penalty: 2417.707520
	Iteration 0F: 2 clusters Score -1680954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1668705.000000 Penalty: 4835.415039
	Iteration 0F: 3 clusters Score -1668705 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1672662.750000 Penalty: 4835.415039
	Iteration 1F: 3 clusters Score -1672663 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1673061.750000 Penalty: 4835.415039
	Iteration 2F: 3 clusters Score -1673062 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1673412.000000 Penalty: 4835.415039
	Iteration 3F: 3 clusters Score -1673412 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1673776.375000 Penalty: 4835.415039
	Iteration 4Q: 3 clusters Score -1673776 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1674173.000000 Penalty: 4835.415039
	Iteration 5Q: 3 clusters Score -1674173 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1674623.375000 Penalty: 4835.415039
	Iteration 6F: 3 clusters Score -1674623 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1675173.750000 Penalty: 4835.415039
	Iteration 7F: 3 clusters Score -1675174 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1675797.375000 Penalty: 4835.415039
	Iteration 8F: 3 clusters Score -1675797 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1676534.250000 Penalty: 4835.415039
	Iteration 9F: 3 clusters Score -1676534 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1677275.500000 Penalty: 4835.415039
	Iteration 10F: 3 clusters Score -1677276 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1677864.875000 Penalty: 4835.415039
	Iteration 11Q: 3 clusters Score -1677865 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1678256.500000 Penalty: 4835.415039
	Iteration 12Q: 3 clusters Score -1678256 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1678508.500000 Penalty: 4835.415039
	Iteration 13Q: 3 clusters Score -1678508 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1678642.500000 Penalty: 4835.415039
	Iteration 14Q: 3 clusters Score -1678642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1678722.250000 Penalty: 4835.415039
	Iteration 15Q: 3 clusters Score -1678722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1678764.125000 Penalty: 4835.415039
	Iteration 16Q: 3 clusters Score -1678764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1678790.125000 Penalty: 4835.415039
	Iteration 17Q: 3 clusters Score -1678790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1678802.000000 Penalty: 4835.415039
	Iteration 18Q: 3 clusters Score -1678802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1678826.000000 Penalty: 4835.415039
	Iteration 19Q: 3 clusters Score -1678826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1678844.875000 Penalty: 4835.415039
	Iteration 20F: 3 clusters Score -1678845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1678855.000000 Penalty: 4835.415039
	Iteration 21Q: 3 clusters Score -1678855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1678865.125000 Penalty: 4835.415039
	Iteration 22Q: 3 clusters Score -1678865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1678869.500000 Penalty: 4835.415039
	Iteration 23Q: 3 clusters Score -1678870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1678875.875000 Penalty: 4835.415039
	Iteration 24Q: 3 clusters Score -1678876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1678875.875000 Penalty: 4835.415039
	Iteration 25F: 3 clusters Score -1678876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Entering Unmasked Estep 
Score: -1383985.500000 Penalty: 2380.181396
	Iteration 0F: 2 clusters Score -1383986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1373365.750000 Penalty: 4760.362793
	Iteration 0F: 3 clusters Score -1373366 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1376952.625000 Penalty: 4760.362793
	Iteration 1F: 3 clusters Score -1376953 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1377505.375000 Penalty: 4760.362793
	Iteration 2F: 3 clusters Score -1377505 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1378065.875000 Penalty: 4760.362793
	Iteration 3F: 3 clusters Score -1378066 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1378597.875000 Penalty: 4760.362793
	Iteration 4F: 3 clusters Score -1378598 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1379145.375000 Penalty: 4760.362793
	Iteration 5F: 3 clusters Score -1379145 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1379695.250000 Penalty: 4760.362793
	Iteration 6F: 3 clusters Score -1379695 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1380170.500000 Penalty: 4760.362793
	Iteration 7Q: 3 clusters Score -1380170 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1380576.875000 Penalty: 4760.362793
	Iteration 8Q: 3 clusters Score -1380577 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1380907.500000 Penalty: 4760.362793
	Iteration 9Q: 3 clusters Score -1380908 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1381187.000000 Penalty: 4760.362793
	Iteration 10Q: 3 clusters Score -1381187 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1381424.625000 Penalty: 4760.362793
	Iteration 11Q: 3 clusters Score -1381425 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1381605.125000 Penalty: 4760.362793
	Iteration 12Q: 3 clusters Score -1381605 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1381740.250000 Penalty: 4760.362793
	Iteration 13Q: 3 clusters Score -1381740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1381862.125000 Penalty: 4760.362793
	Iteration 14Q: 3 clusters Score -1381862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1381972.125000 Penalty: 4760.362793
	Iteration 15Q: 3 clusters Score -1381972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1382060.000000 Penalty: 4760.362793
	Iteration 16Q: 3 clusters Score -1382060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1382121.750000 Penalty: 4760.362793
	Iteration 17Q: 3 clusters Score -1382122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1382171.125000 Penalty: 4760.362793
	Iteration 18Q: 3 clusters Score -1382171 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1382209.750000 Penalty: 4760.362793
	Iteration 19Q: 3 clusters Score -1382210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1382238.875000 Penalty: 4760.362793
	Iteration 20F: 3 clusters Score -1382239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1382269.500000 Penalty: 4760.362793
	Iteration 21Q: 3 clusters Score -1382270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1382298.875000 Penalty: 4760.362793
	Iteration 22Q: 3 clusters Score -1382299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1382313.500000 Penalty: 4760.362793
	Iteration 23Q: 3 clusters Score -1382314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1382334.875000 Penalty: 4760.362793
	Iteration 24Q: 3 clusters Score -1382335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1382346.875000 Penalty: 4760.362793
	Iteration 25Q: 3 clusters Score -1382347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1382360.250000 Penalty: 4760.362793
	Iteration 26Q: 3 clusters Score -1382360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1382372.500000 Penalty: 4760.362793
	Iteration 27Q: 3 clusters Score -1382372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1382379.000000 Penalty: 4760.362793
	Iteration 28Q: 3 clusters Score -1382379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1382385.625000 Penalty: 4760.362793
	Iteration 29Q: 3 clusters Score -1382386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1382397.750000 Penalty: 4760.362793
	Iteration 30Q: 3 clusters Score -1382398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1382400.625000 Penalty: 4760.362793
	Iteration 31Q: 3 clusters Score -1382401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1382405.250000 Penalty: 4760.362793
	Iteration 32Q: 3 clusters Score -1382405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1382409.375000 Penalty: 4760.362793
	Iteration 33Q: 3 clusters Score -1382409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1382417.750000 Penalty: 4760.362793
	Iteration 34Q: 3 clusters Score -1382418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1382423.375000 Penalty: 4760.362793
	Iteration 35Q: 3 clusters Score -1382423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1382426.250000 Penalty: 4760.362793
	Iteration 36Q: 3 clusters Score -1382426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1382433.125000 Penalty: 4760.362793
	Iteration 37Q: 3 clusters Score -1382433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1382434.500000 Penalty: 4760.362793
	Iteration 38Q: 3 clusters Score -1382434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1382439.125000 Penalty: 4760.362793
	Iteration 39Q: 3 clusters Score -1382439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1382446.375000 Penalty: 4760.362793
	Iteration 40F: 3 clusters Score -1382446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1382447.375000 Penalty: 4760.362793
	Iteration 41Q: 3 clusters Score -1382447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1382452.875000 Penalty: 4760.362793
	Iteration 42Q: 3 clusters Score -1382453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1382455.125000 Penalty: 4760.362793
	Iteration 43Q: 3 clusters Score -1382455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1382455.875000 Penalty: 4760.362793
	Iteration 44Q: 3 clusters Score -1382456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1382453.625000 Penalty: 4760.362793
	Iteration 45Q: 3 clusters Score -1382454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1382455.625000 Penalty: 4760.362793
	Iteration 46Q: 3 clusters Score -1382456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1382455.375000 Penalty: 4760.362793
	Iteration 47Q: 3 clusters Score -1382455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1382457.625000 Penalty: 4760.362793
	Iteration 48Q: 3 clusters Score -1382458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1382454.375000 Penalty: 4760.362793
	Iteration 49Q: 3 clusters Score -1382454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1382456.000000 Penalty: 4760.362793
	Iteration 50Q: 3 clusters Score -1382456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1382457.500000 Penalty: 4760.362793
	Iteration 51Q: 3 clusters Score -1382458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1382457.500000 Penalty: 4760.362793
	Iteration 52F: 3 clusters Score -1382458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188618.781250 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185993.046875 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -185993 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -186455.781250 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186455.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -186553.984375 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186611.031250 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -186672.921875 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186672.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -186728.140625 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186728.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -186762.328125 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186762.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -186807.062500 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186807.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -186867.671875 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -186867.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -186909.812500 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -186909.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -186952.453125 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -186952.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -186989.921875 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -186989.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -187040.953125 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -187041 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187098.703125 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -187098.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -187145.015625 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -187145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -187188.734375 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -187188.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -187220.281250 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -187220.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -187242.125000 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -187242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -187253.578125 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -187253.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -187264.796875 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -187264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -187280.250000 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -187280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -187292.343750 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -187292.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -187301.406250 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -187301.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -187311.015625 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -187311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -187316.656250 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -187316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -187319.468750 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -187319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -187325.343750 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -187325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187326.796875 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -187326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -187328.421875 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -187328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -187328.421875 Penalty: 3781.811035
	Iteration 29F: 3 clusters Score -187328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Entering Unmasked Estep 
Score: -3893178.750000 Penalty: 2626.210693
	Iteration 0F: 2 clusters Score -3893179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3866309.000000 Penalty: 5252.421387
	Iteration 0F: 3 clusters Score -3866309 nChanged 18093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3876318.500000 Penalty: 5252.421387
	Iteration 1F: 3 clusters Score -3876318 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3876932.000000 Penalty: 5252.421387
	Iteration 2Q: 3 clusters Score -3876932 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3877693.750000 Penalty: 5252.421387
	Iteration 3Q: 3 clusters Score -3877694 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3878630.000000 Penalty: 5252.421387
	Iteration 4Q: 3 clusters Score -3878630 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3879802.000000 Penalty: 5252.421387
	Iteration 5F: 3 clusters Score -3879802 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3881198.500000 Penalty: 5252.421387
	Iteration 6F: 3 clusters Score -3881198 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3882682.500000 Penalty: 5252.421387
	Iteration 7F: 3 clusters Score -3882682 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3884144.750000 Penalty: 5252.421387
	Iteration 8F: 3 clusters Score -3884145 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3885358.250000 Penalty: 5252.421387
	Iteration 9F: 3 clusters Score -3885358 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3886452.000000 Penalty: 5252.421387
	Iteration 10Q: 3 clusters Score -3886452 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3887360.750000 Penalty: 5252.421387
	Iteration 11Q: 3 clusters Score -3887361 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3888077.250000 Penalty: 5252.421387
	Iteration 12Q: 3 clusters Score -3888077 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3888479.250000 Penalty: 5252.421387
	Iteration 13Q: 3 clusters Score -3888479 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3888776.500000 Penalty: 5252.421387
	Iteration 14Q: 3 clusters Score -3888776 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3888971.750000 Penalty: 5252.421387
	Iteration 15Q: 3 clusters Score -3888972 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3889136.000000 Penalty: 5252.421387
	Iteration 16Q: 3 clusters Score -3889136 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3889244.250000 Penalty: 5252.421387
	Iteration 17Q: 3 clusters Score -3889244 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3889343.000000 Penalty: 5252.421387
	Iteration 18Q: 3 clusters Score -3889343 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3889428.250000 Penalty: 5252.421387
	Iteration 19Q: 3 clusters Score -3889428 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3889529.750000 Penalty: 5252.421387
	Iteration 20F: 3 clusters Score -3889530 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3889609.000000 Penalty: 5252.421387
	Iteration 21Q: 3 clusters Score -3889609 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3889694.000000 Penalty: 5252.421387
	Iteration 22Q: 3 clusters Score -3889694 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3889792.250000 Penalty: 5252.421387
	Iteration 23Q: 3 clusters Score -3889792 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3889884.500000 Penalty: 5252.421387
	Iteration 24Q: 3 clusters Score -3889884 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3889964.000000 Penalty: 5252.421387
	Iteration 25Q: 3 clusters Score -3889964 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3890074.500000 Penalty: 5252.421387
	Iteration 26Q: 3 clusters Score -3890074 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3890152.750000 Penalty: 5252.421387
	Iteration 27Q: 3 clusters Score -3890153 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3890248.250000 Penalty: 5252.421387
	Iteration 28Q: 3 clusters Score -3890248 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3890340.250000 Penalty: 5252.421387
	Iteration 29Q: 3 clusters Score -3890340 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3890435.750000 Penalty: 5252.421387
	Iteration 30Q: 3 clusters Score -3890436 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3890504.750000 Penalty: 5252.421387
	Iteration 31Q: 3 clusters Score -3890505 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3890587.500000 Penalty: 5252.421387
	Iteration 32Q: 3 clusters Score -3890588 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3890663.000000 Penalty: 5252.421387
	Iteration 33Q: 3 clusters Score -3890663 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3890746.250000 Penalty: 5252.421387
	Iteration 34Q: 3 clusters Score -3890746 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -3890799.000000 Penalty: 5252.421387
	Iteration 35Q: 3 clusters Score -3890799 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3890875.250000 Penalty: 5252.421387
	Iteration 36Q: 3 clusters Score -3890875 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3890924.000000 Penalty: 5252.421387
	Iteration 37Q: 3 clusters Score -3890924 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3890980.000000 Penalty: 5252.421387
	Iteration 38Q: 3 clusters Score -3890980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3891011.500000 Penalty: 5252.421387
	Iteration 39Q: 3 clusters Score -3891012 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -3891042.250000 Penalty: 5252.421387
	Iteration 40F: 3 clusters Score -3891042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3891094.250000 Penalty: 5252.421387
	Iteration 41Q: 3 clusters Score -3891094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3891119.250000 Penalty: 5252.421387
	Iteration 42Q: 3 clusters Score -3891119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3891150.750000 Penalty: 5252.421387
	Iteration 43Q: 3 clusters Score -3891151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3891167.250000 Penalty: 5252.421387
	Iteration 44Q: 3 clusters Score -3891167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3891211.250000 Penalty: 5252.421387
	Iteration 45Q: 3 clusters Score -3891211 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -3891243.000000 Penalty: 5252.421387
	Iteration 46Q: 3 clusters Score -3891243 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3891289.500000 Penalty: 5252.421387
	Iteration 47Q: 3 clusters Score -3891290 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -3891307.000000 Penalty: 5252.421387
	Iteration 48Q: 3 clusters Score -3891307 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3891343.500000 Penalty: 5252.421387
	Iteration 49Q: 3 clusters Score -3891344 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -3891368.500000 Penalty: 5252.421387
	Iteration 50Q: 3 clusters Score -3891368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3891397.250000 Penalty: 5252.421387
	Iteration 51Q: 3 clusters Score -3891397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3891425.250000 Penalty: 5252.421387
	Iteration 52Q: 3 clusters Score -3891425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -3891456.500000 Penalty: 5252.421387
	Iteration 53Q: 3 clusters Score -3891456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3891485.500000 Penalty: 5252.421387
	Iteration 54Q: 3 clusters Score -3891486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3891497.000000 Penalty: 5252.421387
	Iteration 55Q: 3 clusters Score -3891497 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -3891507.750000 Penalty: 5252.421387
	Iteration 56Q: 3 clusters Score -3891508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3891531.500000 Penalty: 5252.421387
	Iteration 57Q: 3 clusters Score -3891532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -3891547.500000 Penalty: 5252.421387
	Iteration 58Q: 3 clusters Score -3891548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -3891574.000000 Penalty: 5252.421387
	Iteration 59Q: 3 clusters Score -3891574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -3891580.000000 Penalty: 5252.421387
	Iteration 60F: 3 clusters Score -3891580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -3891593.000000 Penalty: 5252.421387
	Iteration 61Q: 3 clusters Score -3891593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -3891608.750000 Penalty: 5252.421387
	Iteration 62Q: 3 clusters Score -3891609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -3891620.250000 Penalty: 5252.421387
	Iteration 63Q: 3 clusters Score -3891620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -3891635.500000 Penalty: 5252.421387
	Iteration 64Q: 3 clusters Score -3891636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -3891638.000000 Penalty: 5252.421387
	Iteration 65Q: 3 clusters Score -3891638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -3891656.250000 Penalty: 5252.421387
	Iteration 66Q: 3 clusters Score -3891656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -3891651.500000 Penalty: 5252.421387
	Iteration 67Q: 3 clusters Score -3891652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -3891660.250000 Penalty: 5252.421387
	Iteration 68Q: 3 clusters Score -3891660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -3891665.500000 Penalty: 5252.421387
	Iteration 69Q: 3 clusters Score -3891666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3891664.500000 Penalty: 5252.421387
	Iteration 70Q: 3 clusters Score -3891664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -3891669.250000 Penalty: 5252.421387
	Iteration 71Q: 3 clusters Score -3891669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -3891672.250000 Penalty: 5252.421387
	Iteration 72Q: 3 clusters Score -3891672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3891674.000000 Penalty: 5252.421387
	Iteration 73Q: 3 clusters Score -3891674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3891673.000000 Penalty: 5252.421387
	Iteration 74Q: 3 clusters Score -3891673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -3891667.250000 Penalty: 5252.421387
	Iteration 75Q: 3 clusters Score -3891667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -3891674.250000 Penalty: 5252.421387
	Iteration 76Q: 3 clusters Score -3891674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -3891672.500000 Penalty: 5252.421387
	Iteration 77Q: 3 clusters Score -3891672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3891676.750000 Penalty: 5252.421387
	Iteration 78Q: 3 clusters Score -3891677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3891672.750000 Penalty: 5252.421387
	Iteration 79Q: 3 clusters Score -3891673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3891680.000000 Penalty: 5252.421387
	Iteration 80F: 3 clusters Score -3891680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -3891680.500000 Penalty: 5252.421387
	Iteration 81Q: 3 clusters Score -3891680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -3891680.500000 Penalty: 5252.421387
	Iteration 82F: 3 clusters Score -3891680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Entering Unmasked Estep 
Score: -6036706.000000 Penalty: 2728.892578
	Iteration 0F: 2 clusters Score -6036706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5996267.500000 Penalty: 5457.785156
	Iteration 0F: 3 clusters Score -5996268 nChanged 27990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -6011886.500000 Penalty: 5457.785156
	Iteration 1F: 3 clusters Score -6011886 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -6012792.000000 Penalty: 5457.785156
	Iteration 2Q: 3 clusters Score -6012792 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -6013944.500000 Penalty: 5457.785156
	Iteration 3Q: 3 clusters Score -6013944 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6015665.500000 Penalty: 5457.785156
	Iteration 4F: 3 clusters Score -6015666 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -6018157.500000 Penalty: 5457.785156
	Iteration 5F: 3 clusters Score -6018158 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6020943.000000 Penalty: 5457.785156
	Iteration 6F: 3 clusters Score -6020943 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6023387.500000 Penalty: 5457.785156
	Iteration 7F: 3 clusters Score -6023388 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -6025024.500000 Penalty: 5457.785156
	Iteration 8F: 3 clusters Score -6025024 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -6026027.000000 Penalty: 5457.785156
	Iteration 9Q: 3 clusters Score -6026027 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -6026714.500000 Penalty: 5457.785156
	Iteration 10Q: 3 clusters Score -6026714 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -6027159.000000 Penalty: 5457.785156
	Iteration 11Q: 3 clusters Score -6027159 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -6027566.500000 Penalty: 5457.785156
	Iteration 12Q: 3 clusters Score -6027566 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -6028013.500000 Penalty: 5457.785156
	Iteration 13Q: 3 clusters Score -6028014 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -6028413.000000 Penalty: 5457.785156
	Iteration 14Q: 3 clusters Score -6028413 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -6028769.500000 Penalty: 5457.785156
	Iteration 15Q: 3 clusters Score -6028770 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -6029214.000000 Penalty: 5457.785156
	Iteration 16Q: 3 clusters Score -6029214 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -6029620.000000 Penalty: 5457.785156
	Iteration 17Q: 3 clusters Score -6029620 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -6029973.500000 Penalty: 5457.785156
	Iteration 18Q: 3 clusters Score -6029974 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -6030242.500000 Penalty: 5457.785156
	Iteration 19Q: 3 clusters Score -6030242 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6030427.000000 Penalty: 5457.785156
	Iteration 20F: 3 clusters Score -6030427 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -6030587.000000 Penalty: 5457.785156
	Iteration 21Q: 3 clusters Score -6030587 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -6030717.000000 Penalty: 5457.785156
	Iteration 22Q: 3 clusters Score -6030717 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -6030815.500000 Penalty: 5457.785156
	Iteration 23Q: 3 clusters Score -6030816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -6030918.000000 Penalty: 5457.785156
	Iteration 24Q: 3 clusters Score -6030918 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -6031039.000000 Penalty: 5457.785156
	Iteration 25Q: 3 clusters Score -6031039 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -6031116.500000 Penalty: 5457.785156
	Iteration 26Q: 3 clusters Score -6031116 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6031232.000000 Penalty: 5457.785156
	Iteration 27Q: 3 clusters Score -6031232 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6031331.000000 Penalty: 5457.785156
	Iteration 28Q: 3 clusters Score -6031331 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6031425.000000 Penalty: 5457.785156
	Iteration 29Q: 3 clusters Score -6031425 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6031515.000000 Penalty: 5457.785156
	Iteration 30Q: 3 clusters Score -6031515 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6031615.000000 Penalty: 5457.785156
	Iteration 31Q: 3 clusters Score -6031615 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -6031705.500000 Penalty: 5457.785156
	Iteration 32Q: 3 clusters Score -6031706 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6031805.000000 Penalty: 5457.785156
	Iteration 33Q: 3 clusters Score -6031805 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -6031914.000000 Penalty: 5457.785156
	Iteration 34Q: 3 clusters Score -6031914 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -6031999.000000 Penalty: 5457.785156
	Iteration 35Q: 3 clusters Score -6031999 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -6032136.500000 Penalty: 5457.785156
	Iteration 36Q: 3 clusters Score -6032136 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -6032258.000000 Penalty: 5457.785156
	Iteration 37Q: 3 clusters Score -6032258 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6032356.500000 Penalty: 5457.785156
	Iteration 38Q: 3 clusters Score -6032356 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6032474.000000 Penalty: 5457.785156
	Iteration 39Q: 3 clusters Score -6032474 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -6032594.500000 Penalty: 5457.785156
	Iteration 40F: 3 clusters Score -6032594 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6032736.500000 Penalty: 5457.785156
	Iteration 41Q: 3 clusters Score -6032736 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -6032868.500000 Penalty: 5457.785156
	Iteration 42Q: 3 clusters Score -6032868 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -6033012.500000 Penalty: 5457.785156
	Iteration 43Q: 3 clusters Score -6033012 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -6033141.500000 Penalty: 5457.785156
	Iteration 44Q: 3 clusters Score -6033142 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -6033261.000000 Penalty: 5457.785156
	Iteration 45Q: 3 clusters Score -6033261 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -6033350.500000 Penalty: 5457.785156
	Iteration 46Q: 3 clusters Score -6033350 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -6033446.500000 Penalty: 5457.785156
	Iteration 47Q: 3 clusters Score -6033446 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6033557.500000 Penalty: 5457.785156
	Iteration 48Q: 3 clusters Score -6033558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -6033647.000000 Penalty: 5457.785156
	Iteration 49Q: 3 clusters Score -6033647 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -6033706.500000 Penalty: 5457.785156
	Iteration 50Q: 3 clusters Score -6033706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -6033773.000000 Penalty: 5457.785156
	Iteration 51Q: 3 clusters Score -6033773 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -6033847.500000 Penalty: 5457.785156
	Iteration 52Q: 3 clusters Score -6033848 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -6033936.000000 Penalty: 5457.785156
	Iteration 53Q: 3 clusters Score -6033936 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -6033983.000000 Penalty: 5457.785156
	Iteration 54Q: 3 clusters Score -6033983 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -6034027.000000 Penalty: 5457.785156
	Iteration 55Q: 3 clusters Score -6034027 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -6034068.000000 Penalty: 5457.785156
	Iteration 56Q: 3 clusters Score -6034068 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -6034089.000000 Penalty: 5457.785156
	Iteration 57Q: 3 clusters Score -6034089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -6034114.500000 Penalty: 5457.785156
	Iteration 58Q: 3 clusters Score -6034114 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -6034167.000000 Penalty: 5457.785156
	Iteration 59Q: 3 clusters Score -6034167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -6034203.500000 Penalty: 5457.785156
	Iteration 60F: 3 clusters Score -6034204 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -6034226.000000 Penalty: 5457.785156
	Iteration 61Q: 3 clusters Score -6034226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -6034236.500000 Penalty: 5457.785156
	Iteration 62Q: 3 clusters Score -6034236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -6034254.500000 Penalty: 5457.785156
	Iteration 63Q: 3 clusters Score -6034254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -6034269.000000 Penalty: 5457.785156
	Iteration 64Q: 3 clusters Score -6034269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -6034275.500000 Penalty: 5457.785156
	Iteration 65Q: 3 clusters Score -6034276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -6034309.000000 Penalty: 5457.785156
	Iteration 66Q: 3 clusters Score -6034309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -6034320.000000 Penalty: 5457.785156
	Iteration 67Q: 3 clusters Score -6034320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -6034315.500000 Penalty: 5457.785156
	Iteration 68Q: 3 clusters Score -6034316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -6034335.000000 Penalty: 5457.785156
	Iteration 69Q: 3 clusters Score -6034335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -6034349.500000 Penalty: 5457.785156
	Iteration 70Q: 3 clusters Score -6034350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -6034373.000000 Penalty: 5457.785156
	Iteration 71Q: 3 clusters Score -6034373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -6034376.500000 Penalty: 5457.785156
	Iteration 72Q: 3 clusters Score -6034376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -6034392.500000 Penalty: 5457.785156
	Iteration 73Q: 3 clusters Score -6034392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -6034395.500000 Penalty: 5457.785156
	Iteration 74Q: 3 clusters Score -6034396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -6034406.000000 Penalty: 5457.785156
	Iteration 75Q: 3 clusters Score -6034406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -6034409.500000 Penalty: 5457.785156
	Iteration 76Q: 3 clusters Score -6034410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -6034426.000000 Penalty: 5457.785156
	Iteration 77Q: 3 clusters Score -6034426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -6034428.500000 Penalty: 5457.785156
	Iteration 78Q: 3 clusters Score -6034428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -6034433.500000 Penalty: 5457.785156
	Iteration 79Q: 3 clusters Score -6034434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -6034443.000000 Penalty: 5457.785156
	Iteration 80F: 3 clusters Score -6034443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -6034456.500000 Penalty: 5457.785156
	Iteration 81Q: 3 clusters Score -6034456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -6034468.500000 Penalty: 5457.785156
	Iteration 82Q: 3 clusters Score -6034468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -6034468.000000 Penalty: 5457.785156
	Iteration 83Q: 3 clusters Score -6034468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -6034465.000000 Penalty: 5457.785156
	Iteration 84Q: 3 clusters Score -6034465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -6034472.000000 Penalty: 5457.785156
	Iteration 85Q: 3 clusters Score -6034472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -6034469.500000 Penalty: 5457.785156
	Iteration 86Q: 3 clusters Score -6034470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -6034474.000000 Penalty: 5457.785156
	Iteration 87Q: 3 clusters Score -6034474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -6034476.000000 Penalty: 5457.785156
	Iteration 88Q: 3 clusters Score -6034476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -6034471.500000 Penalty: 5457.785156
	Iteration 89Q: 3 clusters Score -6034472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -6034473.500000 Penalty: 5457.785156
	Iteration 90Q: 3 clusters Score -6034474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -6034469.500000 Penalty: 5457.785156
	Iteration 91Q: 3 clusters Score -6034470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -6034472.000000 Penalty: 5457.785156
	Iteration 92Q: 3 clusters Score -6034472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -6034470.500000 Penalty: 5457.785156
	Iteration 93Q: 3 clusters Score -6034470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -6034472.500000 Penalty: 5457.785156
	Iteration 94Q: 3 clusters Score -6034472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -6034471.500000 Penalty: 5457.785156
	Iteration 95Q: 3 clusters Score -6034472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -6034475.500000 Penalty: 5457.785156
	Iteration 96Q: 3 clusters Score -6034476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -6034475.500000 Penalty: 5457.785156
	Iteration 97F: 3 clusters Score -6034476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -661223.750000 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -661223.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -655529.312500 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -655529.3 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -657000.875000 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -657000.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -657287.250000 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -657287.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -657489.437500 Penalty: 4385.071289
	Iteration 3F: 3 clusters Score -657489.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -657659.625000 Penalty: 4385.071289
	Iteration 4Q: 3 clusters Score -657659.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -657785.750000 Penalty: 4385.071289
	Iteration 5Q: 3 clusters Score -657785.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -657896.125000 Penalty: 4385.071289
	Iteration 6Q: 3 clusters Score -657896.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -658013.062500 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -658013.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -658138.312500 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -658138.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -658262.687500 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -658262.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -658372.500000 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -658372.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -658483.000000 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -658483 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -658601.875000 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -658601.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -658708.187500 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -658708.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -658791.687500 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -658791.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -658874.687500 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -658874.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -658929.375000 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -658929.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -658973.375000 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -658973.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -659010.250000 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -659010.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -659041.500000 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -659041.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -659071.062500 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -659071.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -659093.812500 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -659093.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -659121.875000 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -659121.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -659149.562500 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -659149.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -659170.250000 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -659170.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -659192.750000 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -659192.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -659222.250000 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -659222.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -659247.687500 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -659247.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -659271.937500 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -659271.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -659289.000000 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -659289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -659309.812500 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -659309.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -659342.875000 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -659342.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -659370.000000 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -659370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -659389.875000 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -659389.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -659419.000000 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -659419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -659449.437500 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -659449.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -659483.062500 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -659483.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -659512.687500 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -659512.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -659530.625000 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -659530.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -659547.312500 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -659547.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -659562.187500 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -659562.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -659574.125000 Penalty: 4385.071289
	Iteration 41Q: 3 clusters Score -659574.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -659583.937500 Penalty: 4385.071289
	Iteration 42Q: 3 clusters Score -659583.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -659591.187500 Penalty: 4385.071289
	Iteration 43Q: 3 clusters Score -659591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -659595.937500 Penalty: 4385.071289
	Iteration 44Q: 3 clusters Score -659595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -659597.937500 Penalty: 4385.071289
	Iteration 45Q: 3 clusters Score -659597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -659601.500000 Penalty: 4385.071289
	Iteration 46Q: 3 clusters Score -659601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -659603.312500 Penalty: 4385.071289
	Iteration 47Q: 3 clusters Score -659603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -659606.687500 Penalty: 4385.071289
	Iteration 48Q: 3 clusters Score -659606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -659609.125000 Penalty: 4385.071289
	Iteration 49Q: 3 clusters Score -659609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -659609.000000 Penalty: 4385.071289
	Iteration 50Q: 3 clusters Score -659609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -659611.625000 Penalty: 4385.071289
	Iteration 51Q: 3 clusters Score -659611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -659611.750000 Penalty: 4385.071289
	Iteration 52Q: 3 clusters Score -659611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -659611.500000 Penalty: 4385.071289
	Iteration 53Q: 3 clusters Score -659611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -659612.500000 Penalty: 4385.071289
	Iteration 54Q: 3 clusters Score -659612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -659612.500000 Penalty: 4385.071289
	Iteration 55Q: 3 clusters Score -659612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -659613.750000 Penalty: 4385.071289
	Iteration 56Q: 3 clusters Score -659613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -659613.750000 Penalty: 4385.071289
	Iteration 57F: 3 clusters Score -659613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Entering Unmasked Estep 
Score: -1440489.375000 Penalty: 2396.346924
	Iteration 0F: 2 clusters Score -1440489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1429189.750000 Penalty: 4792.693848
	Iteration 0F: 3 clusters Score -1429190 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1433148.250000 Penalty: 4792.693848
	Iteration 1F: 3 clusters Score -1433148 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1433915.375000 Penalty: 4792.693848
	Iteration 2F: 3 clusters Score -1433915 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1434811.250000 Penalty: 4792.693848
	Iteration 3F: 3 clusters Score -1434811 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1435787.875000 Penalty: 4792.693848
	Iteration 4F: 3 clusters Score -1435788 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1436726.250000 Penalty: 4792.693848
	Iteration 5F: 3 clusters Score -1436726 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1437539.500000 Penalty: 4792.693848
	Iteration 6F: 3 clusters Score -1437540 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1438147.375000 Penalty: 4792.693848
	Iteration 7Q: 3 clusters Score -1438147 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1438521.500000 Penalty: 4792.693848
	Iteration 8Q: 3 clusters Score -1438522 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1438726.625000 Penalty: 4792.693848
	Iteration 9Q: 3 clusters Score -1438727 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1438835.125000 Penalty: 4792.693848
	Iteration 10Q: 3 clusters Score -1438835 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1438895.375000 Penalty: 4792.693848
	Iteration 11Q: 3 clusters Score -1438895 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1438936.750000 Penalty: 4792.693848
	Iteration 12Q: 3 clusters Score -1438937 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1438958.750000 Penalty: 4792.693848
	Iteration 13Q: 3 clusters Score -1438959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1438979.750000 Penalty: 4792.693848
	Iteration 14Q: 3 clusters Score -1438980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1438993.500000 Penalty: 4792.693848
	Iteration 15Q: 3 clusters Score -1438994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1439006.375000 Penalty: 4792.693848
	Iteration 16Q: 3 clusters Score -1439006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1439012.000000 Penalty: 4792.693848
	Iteration 17Q: 3 clusters Score -1439012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1439014.750000 Penalty: 4792.693848
	Iteration 18Q: 3 clusters Score -1439015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1439013.875000 Penalty: 4792.693848
	Iteration 19Q: 3 clusters Score -1439014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1439015.375000 Penalty: 4792.693848
	Iteration 20F: 3 clusters Score -1439015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1439014.375000 Penalty: 4792.693848
	Iteration 21Q: 3 clusters Score -1439014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1439017.000000 Penalty: 4792.693848
	Iteration 22Q: 3 clusters Score -1439017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1439017.625000 Penalty: 4792.693848
	Iteration 23Q: 3 clusters Score -1439018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1439017.625000 Penalty: 4792.693848
	Iteration 24F: 3 clusters Score -1439018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -202930.140625 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -202930.1 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 1258 members 
Entering Unmasked Estep 
Score: -199987.578125 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -199987.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -200809.156250 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -200809.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -201247.375000 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -201247.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -201606.953125 Penalty: 3893.071045
	Iteration 3F: 3 clusters Score -201607 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -201851.859375 Penalty: 3893.071045
	Iteration 4F: 3 clusters Score -201851.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -202026.890625 Penalty: 3893.071045
	Iteration 5F: 3 clusters Score -202026.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -202120.625000 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -202120.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -202181.328125 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -202181.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -202240.140625 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -202240.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -202280.406250 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -202280.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -202321.015625 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -202321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -202347.234375 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -202347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -202359.968750 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -202360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -202369.156250 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -202369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -202376.359375 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -202376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -202384.375000 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -202384.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -202389.703125 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -202389.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -202395.546875 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -202395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -202396.453125 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -202396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -202401.218750 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -202401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -202406.046875 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -202406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -202407.484375 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -202407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -202408.578125 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -202408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -202412.375000 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -202412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -202414.828125 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -202414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -202418.093750 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -202418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -202420.140625 Penalty: 3893.071045
	Iteration 26Q: 3 clusters Score -202420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -202420.500000 Penalty: 3893.071045
	Iteration 27Q: 3 clusters Score -202420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -202420.906250 Penalty: 3893.071045
	Iteration 28Q: 3 clusters Score -202420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -202420.609375 Penalty: 3893.071045
	Iteration 29Q: 3 clusters Score -202420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -202421.093750 Penalty: 3893.071045
	Iteration 30Q: 3 clusters Score -202421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -202421.546875 Penalty: 3893.071045
	Iteration 31Q: 3 clusters Score -202421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -202426.875000 Penalty: 3893.071045
	Iteration 32Q: 3 clusters Score -202426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -202429.031250 Penalty: 3893.071045
	Iteration 33Q: 3 clusters Score -202429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -202431.250000 Penalty: 3893.071045
	Iteration 34Q: 3 clusters Score -202431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -202433.218750 Penalty: 3893.071045
	Iteration 35Q: 3 clusters Score -202433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -202433.718750 Penalty: 3893.071045
	Iteration 36Q: 3 clusters Score -202433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -202434.609375 Penalty: 3893.071045
	Iteration 37Q: 3 clusters Score -202434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -202435.218750 Penalty: 3893.071045
	Iteration 38Q: 3 clusters Score -202435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -202435.218750 Penalty: 3893.071045
	Iteration 39F: 3 clusters Score -202435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -184374.031250 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -184374 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 1036 members 
Entering Unmasked Estep 
Score: -181708.703125 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -181708.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -182216.312500 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -182216.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182381.000000 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -182381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182467.281250 Penalty: 3789.023926
	Iteration 3Q: 3 clusters Score -182467.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -182525.765625 Penalty: 3789.023926
	Iteration 4Q: 3 clusters Score -182525.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -182595.718750 Penalty: 3789.023926
	Iteration 5Q: 3 clusters Score -182595.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -182681.031250 Penalty: 3789.023926
	Iteration 6Q: 3 clusters Score -182681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -182786.750000 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -182786.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -182900.515625 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -182900.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -182994.265625 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -182994.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -183085.343750 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -183085.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -183158.781250 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -183158.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -183231.421875 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -183231.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -183302.046875 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -183302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -183368.531250 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -183368.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -183430.875000 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -183430.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -183486.218750 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -183486.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -183527.187500 Penalty: 3789.023926
	Iteration 17Q: 3 clusters Score -183527.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -183565.703125 Penalty: 3789.023926
	Iteration 18Q: 3 clusters Score -183565.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -183595.156250 Penalty: 3789.023926
	Iteration 19Q: 3 clusters Score -183595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -183621.750000 Penalty: 3789.023926
	Iteration 20F: 3 clusters Score -183621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -183648.312500 Penalty: 3789.023926
	Iteration 21Q: 3 clusters Score -183648.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -183672.328125 Penalty: 3789.023926
	Iteration 22Q: 3 clusters Score -183672.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -183692.750000 Penalty: 3789.023926
	Iteration 23Q: 3 clusters Score -183692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -183707.578125 Penalty: 3789.023926
	Iteration 24Q: 3 clusters Score -183707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -183718.671875 Penalty: 3789.023926
	Iteration 25Q: 3 clusters Score -183718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -183724.484375 Penalty: 3789.023926
	Iteration 26Q: 3 clusters Score -183724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -183731.296875 Penalty: 3789.023926
	Iteration 27Q: 3 clusters Score -183731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -183737.843750 Penalty: 3789.023926
	Iteration 28Q: 3 clusters Score -183737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -183749.015625 Penalty: 3789.023926
	Iteration 29Q: 3 clusters Score -183749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -183761.781250 Penalty: 3789.023926
	Iteration 30Q: 3 clusters Score -183761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -183775.843750 Penalty: 3789.023926
	Iteration 31Q: 3 clusters Score -183775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -183780.343750 Penalty: 3789.023926
	Iteration 32Q: 3 clusters Score -183780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -183782.328125 Penalty: 3789.023926
	Iteration 33Q: 3 clusters Score -183782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -183783.328125 Penalty: 3789.023926
	Iteration 34Q: 3 clusters Score -183783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -183783.328125 Penalty: 3789.023926
	Iteration 35F: 3 clusters Score -183783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -957127.375000 Penalty: 2283.792236
	Iteration 0F: 2 clusters Score -957127.4 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 4955 members 
Entering Unmasked Estep 
Score: -949517.562500 Penalty: 4567.584473
	Iteration 0F: 3 clusters Score -949517.6 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -951724.500000 Penalty: 4567.584473
	Iteration 1F: 3 clusters Score -951724.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -952111.062500 Penalty: 4567.584473
	Iteration 2F: 3 clusters Score -952111.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -952496.875000 Penalty: 4567.584473
	Iteration 3F: 3 clusters Score -952496.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -952918.750000 Penalty: 4567.584473
	Iteration 4F: 3 clusters Score -952918.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -953376.625000 Penalty: 4567.584473
	Iteration 5F: 3 clusters Score -953376.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -953770.187500 Penalty: 4567.584473
	Iteration 6F: 3 clusters Score -953770.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -954097.750000 Penalty: 4567.584473
	Iteration 7Q: 3 clusters Score -954097.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -954359.187500 Penalty: 4567.584473
	Iteration 8Q: 3 clusters Score -954359.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -954549.562500 Penalty: 4567.584473
	Iteration 9Q: 3 clusters Score -954549.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -954706.812500 Penalty: 4567.584473
	Iteration 10Q: 3 clusters Score -954706.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -954842.250000 Penalty: 4567.584473
	Iteration 11Q: 3 clusters Score -954842.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -954972.875000 Penalty: 4567.584473
	Iteration 12Q: 3 clusters Score -954972.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -955091.687500 Penalty: 4567.584473
	Iteration 13Q: 3 clusters Score -955091.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -955183.000000 Penalty: 4567.584473
	Iteration 14Q: 3 clusters Score -955183 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -955265.687500 Penalty: 4567.584473
	Iteration 15Q: 3 clusters Score -955265.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -955328.000000 Penalty: 4567.584473
	Iteration 16Q: 3 clusters Score -955328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -955374.875000 Penalty: 4567.584473
	Iteration 17Q: 3 clusters Score -955374.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -955418.875000 Penalty: 4567.584473
	Iteration 18Q: 3 clusters Score -955418.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -955469.125000 Penalty: 4567.584473
	Iteration 19Q: 3 clusters Score -955469.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -955512.187500 Penalty: 4567.584473
	Iteration 20F: 3 clusters Score -955512.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -955545.812500 Penalty: 4567.584473
	Iteration 21Q: 3 clusters Score -955545.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -955584.375000 Penalty: 4567.584473
	Iteration 22Q: 3 clusters Score -955584.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -955612.500000 Penalty: 4567.584473
	Iteration 23Q: 3 clusters Score -955612.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -955633.437500 Penalty: 4567.584473
	Iteration 24Q: 3 clusters Score -955633.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -955653.937500 Penalty: 4567.584473
	Iteration 25Q: 3 clusters Score -955653.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -955665.562500 Penalty: 4567.584473
	Iteration 26Q: 3 clusters Score -955665.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -955674.875000 Penalty: 4567.584473
	Iteration 27Q: 3 clusters Score -955674.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -955678.375000 Penalty: 4567.584473
	Iteration 28Q: 3 clusters Score -955678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -955683.187500 Penalty: 4567.584473
	Iteration 29Q: 3 clusters Score -955683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -955683.937500 Penalty: 4567.584473
	Iteration 30Q: 3 clusters Score -955683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -955686.062500 Penalty: 4567.584473
	Iteration 31Q: 3 clusters Score -955686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -955689.437500 Penalty: 4567.584473
	Iteration 32Q: 3 clusters Score -955689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -955687.937500 Penalty: 4567.584473
	Iteration 33Q: 3 clusters Score -955687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -955689.187500 Penalty: 4567.584473
	Iteration 34Q: 3 clusters Score -955689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -955689.562500 Penalty: 4567.584473
	Iteration 35Q: 3 clusters Score -955689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -955690.187500 Penalty: 4567.584473
	Iteration 36Q: 3 clusters Score -955690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -955692.625000 Penalty: 4567.584473
	Iteration 37Q: 3 clusters Score -955692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -955694.687500 Penalty: 4567.584473
	Iteration 38Q: 3 clusters Score -955694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -955695.875000 Penalty: 4567.584473
	Iteration 39Q: 3 clusters Score -955695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -955695.250000 Penalty: 4567.584473
	Iteration 40F: 3 clusters Score -955695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -955696.187500 Penalty: 4567.584473
	Iteration 41Q: 3 clusters Score -955696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -955695.500000 Penalty: 4567.584473
	Iteration 42Q: 3 clusters Score -955695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -955695.437500 Penalty: 4567.584473
	Iteration 43Q: 3 clusters Score -955695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -955697.937500 Penalty: 4567.584473
	Iteration 44Q: 3 clusters Score -955697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -955697.375000 Penalty: 4567.584473
	Iteration 45Q: 3 clusters Score -955697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -955699.312500 Penalty: 4567.584473
	Iteration 46Q: 3 clusters Score -955699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -955699.062500 Penalty: 4567.584473
	Iteration 47Q: 3 clusters Score -955699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -955700.875000 Penalty: 4567.584473
	Iteration 48Q: 3 clusters Score -955700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -955703.312500 Penalty: 4567.584473
	Iteration 49Q: 3 clusters Score -955703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -955704.312500 Penalty: 4567.584473
	Iteration 50Q: 3 clusters Score -955704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -955704.312500 Penalty: 4567.584473
	Iteration 51F: 3 clusters Score -955704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Entering Unmasked Estep 
Score: -1548871.875000 Penalty: 2400.119873
	Iteration 0F: 2 clusters Score -1548872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1537379.000000 Penalty: 4800.239746
	Iteration 0F: 3 clusters Score -1537379 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1541148.375000 Penalty: 4800.239746
	Iteration 1F: 3 clusters Score -1541148 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1541661.375000 Penalty: 4800.239746
	Iteration 2F: 3 clusters Score -1541661 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1542152.875000 Penalty: 4800.239746
	Iteration 3F: 3 clusters Score -1542153 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1542632.375000 Penalty: 4800.239746
	Iteration 4F: 3 clusters Score -1542632 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1543147.875000 Penalty: 4800.239746
	Iteration 5F: 3 clusters Score -1543148 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1543694.375000 Penalty: 4800.239746
	Iteration 6F: 3 clusters Score -1543694 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1544254.625000 Penalty: 4800.239746
	Iteration 7F: 3 clusters Score -1544255 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1544738.250000 Penalty: 4800.239746
	Iteration 8Q: 3 clusters Score -1544738 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1545148.875000 Penalty: 4800.239746
	Iteration 9Q: 3 clusters Score -1545149 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1545511.500000 Penalty: 4800.239746
	Iteration 10Q: 3 clusters Score -1545512 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1545803.625000 Penalty: 4800.239746
	Iteration 11Q: 3 clusters Score -1545804 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1546028.500000 Penalty: 4800.239746
	Iteration 12Q: 3 clusters Score -1546028 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1546202.000000 Penalty: 4800.239746
	Iteration 13Q: 3 clusters Score -1546202 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1546347.125000 Penalty: 4800.239746
	Iteration 14Q: 3 clusters Score -1546347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1546463.375000 Penalty: 4800.239746
	Iteration 15Q: 3 clusters Score -1546463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1546561.375000 Penalty: 4800.239746
	Iteration 16Q: 3 clusters Score -1546561 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1546636.500000 Penalty: 4800.239746
	Iteration 17Q: 3 clusters Score -1546636 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1546692.250000 Penalty: 4800.239746
	Iteration 18Q: 3 clusters Score -1546692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1546726.375000 Penalty: 4800.239746
	Iteration 19Q: 3 clusters Score -1546726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1546746.250000 Penalty: 4800.239746
	Iteration 20F: 3 clusters Score -1546746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1546771.125000 Penalty: 4800.239746
	Iteration 21Q: 3 clusters Score -1546771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1546792.000000 Penalty: 4800.239746
	Iteration 22Q: 3 clusters Score -1546792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1546803.750000 Penalty: 4800.239746
	Iteration 23Q: 3 clusters Score -1546804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1546814.625000 Penalty: 4800.239746
	Iteration 24Q: 3 clusters Score -1546815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1546816.750000 Penalty: 4800.239746
	Iteration 25Q: 3 clusters Score -1546817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1546825.375000 Penalty: 4800.239746
	Iteration 26Q: 3 clusters Score -1546825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1546827.000000 Penalty: 4800.239746
	Iteration 27Q: 3 clusters Score -1546827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1546838.375000 Penalty: 4800.239746
	Iteration 28Q: 3 clusters Score -1546838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1546839.125000 Penalty: 4800.239746
	Iteration 29Q: 3 clusters Score -1546839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1546845.125000 Penalty: 4800.239746
	Iteration 30Q: 3 clusters Score -1546845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1546844.250000 Penalty: 4800.239746
	Iteration 31Q: 3 clusters Score -1546844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1546850.500000 Penalty: 4800.239746
	Iteration 32Q: 3 clusters Score -1546850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1546850.875000 Penalty: 4800.239746
	Iteration 33Q: 3 clusters Score -1546851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1546851.875000 Penalty: 4800.239746
	Iteration 34Q: 3 clusters Score -1546852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1546855.500000 Penalty: 4800.239746
	Iteration 35Q: 3 clusters Score -1546856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1546854.500000 Penalty: 4800.239746
	Iteration 36Q: 3 clusters Score -1546854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1546857.000000 Penalty: 4800.239746
	Iteration 37Q: 3 clusters Score -1546857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1546858.000000 Penalty: 4800.239746
	Iteration 38Q: 3 clusters Score -1546858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1546861.750000 Penalty: 4800.239746
	Iteration 39Q: 3 clusters Score -1546862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1546863.500000 Penalty: 4800.239746
	Iteration 40F: 3 clusters Score -1546864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1546864.375000 Penalty: 4800.239746
	Iteration 41Q: 3 clusters Score -1546864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1546864.375000 Penalty: 4800.239746
	Iteration 42Q: 3 clusters Score -1546864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1546863.625000 Penalty: 4800.239746
	Iteration 43Q: 3 clusters Score -1546864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1546866.375000 Penalty: 4800.239746
	Iteration 44Q: 3 clusters Score -1546866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1546869.625000 Penalty: 4800.239746
	Iteration 45Q: 3 clusters Score -1546870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1546871.125000 Penalty: 4800.239746
	Iteration 46Q: 3 clusters Score -1546871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1546876.375000 Penalty: 4800.239746
	Iteration 47Q: 3 clusters Score -1546876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1546878.500000 Penalty: 4800.239746
	Iteration 48Q: 3 clusters Score -1546878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1546882.750000 Penalty: 4800.239746
	Iteration 49Q: 3 clusters Score -1546883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1546882.000000 Penalty: 4800.239746
	Iteration 50Q: 3 clusters Score -1546882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1546885.000000 Penalty: 4800.239746
	Iteration 51Q: 3 clusters Score -1546885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1546883.875000 Penalty: 4800.239746
	Iteration 52Q: 3 clusters Score -1546884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1546885.375000 Penalty: 4800.239746
	Iteration 53Q: 3 clusters Score -1546885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1546885.375000 Penalty: 4800.239746
	Iteration 54F: 3 clusters Score -1546885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -574415.687500 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -574415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -569514.187500 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -569514.2 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -570690.250000 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -570690.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -570931.187500 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -570931.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -571075.437500 Penalty: 4288.472656
	Iteration 3F: 3 clusters Score -571075.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -571175.187500 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -571175.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -571263.687500 Penalty: 4288.472656
	Iteration 5Q: 3 clusters Score -571263.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -571346.062500 Penalty: 4288.472656
	Iteration 6Q: 3 clusters Score -571346.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -571412.750000 Penalty: 4288.472656
	Iteration 7Q: 3 clusters Score -571412.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -571467.875000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -571467.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -571518.937500 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -571518.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -571565.500000 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -571565.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -571623.375000 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -571623.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -571675.687500 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -571675.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -571735.562500 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -571735.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -571810.812500 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -571810.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -571891.000000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -571891 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -571970.875000 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -571970.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -572045.437500 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -572045.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -572108.750000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -572108.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -572173.000000 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -572173 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -572229.687500 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -572229.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -572270.625000 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -572270.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -572309.750000 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -572309.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -572332.125000 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -572332.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -572350.687500 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -572350.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -572366.000000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -572366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -572384.000000 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -572384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -572399.562500 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -572399.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -572420.000000 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -572420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -572437.625000 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -572437.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -572464.125000 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -572464.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -572497.000000 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -572497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -572517.750000 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -572517.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -572534.750000 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -572534.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -572546.312500 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -572546.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -572554.125000 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -572554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -572560.687500 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -572560.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -572565.750000 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -572565.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -572569.750000 Penalty: 4288.472656
	Iteration 38Q: 3 clusters Score -572569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -572576.125000 Penalty: 4288.472656
	Iteration 39Q: 3 clusters Score -572576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -572578.750000 Penalty: 4288.472656
	Iteration 40F: 3 clusters Score -572578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -572579.500000 Penalty: 4288.472656
	Iteration 41Q: 3 clusters Score -572579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -572579.187500 Penalty: 4288.472656
	Iteration 42Q: 3 clusters Score -572579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -572580.937500 Penalty: 4288.472656
	Iteration 43Q: 3 clusters Score -572580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -572582.937500 Penalty: 4288.472656
	Iteration 44Q: 3 clusters Score -572582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -572588.437500 Penalty: 4288.472656
	Iteration 45Q: 3 clusters Score -572588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -572590.000000 Penalty: 4288.472656
	Iteration 46Q: 3 clusters Score -572590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -572592.687500 Penalty: 4288.472656
	Iteration 47Q: 3 clusters Score -572592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -572595.625000 Penalty: 4288.472656
	Iteration 48Q: 3 clusters Score -572595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -572599.875000 Penalty: 4288.472656
	Iteration 49Q: 3 clusters Score -572599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -572601.062500 Penalty: 4288.472656
	Iteration 50Q: 3 clusters Score -572601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -572603.187500 Penalty: 4288.472656
	Iteration 51Q: 3 clusters Score -572603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -572604.875000 Penalty: 4288.472656
	Iteration 52Q: 3 clusters Score -572604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -572606.750000 Penalty: 4288.472656
	Iteration 53Q: 3 clusters Score -572606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -572606.750000 Penalty: 4288.472656
	Iteration 54F: 3 clusters Score -572606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Entering Unmasked Estep 
Score: -2448196.000000 Penalty: 2508.781738
	Iteration 0F: 2 clusters Score -2448196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2431066.750000 Penalty: 5017.563477
	Iteration 0F: 3 clusters Score -2431067 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2436828.250000 Penalty: 5017.563477
	Iteration 1F: 3 clusters Score -2436828 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2437252.000000 Penalty: 5017.563477
	Iteration 2Q: 3 clusters Score -2437252 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2437655.000000 Penalty: 5017.563477
	Iteration 3Q: 3 clusters Score -2437655 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2438097.000000 Penalty: 5017.563477
	Iteration 4Q: 3 clusters Score -2438097 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2438648.250000 Penalty: 5017.563477
	Iteration 5Q: 3 clusters Score -2438648 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2439435.750000 Penalty: 5017.563477
	Iteration 6F: 3 clusters Score -2439436 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2440442.750000 Penalty: 5017.563477
	Iteration 7F: 3 clusters Score -2440443 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2441471.500000 Penalty: 5017.563477
	Iteration 8F: 3 clusters Score -2441472 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2442425.750000 Penalty: 5017.563477
	Iteration 9F: 3 clusters Score -2442426 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2443190.750000 Penalty: 5017.563477
	Iteration 10Q: 3 clusters Score -2443191 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2443794.750000 Penalty: 5017.563477
	Iteration 11Q: 3 clusters Score -2443795 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2444219.000000 Penalty: 5017.563477
	Iteration 12Q: 3 clusters Score -2444219 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2444524.500000 Penalty: 5017.563477
	Iteration 13Q: 3 clusters Score -2444524 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2444721.250000 Penalty: 5017.563477
	Iteration 14Q: 3 clusters Score -2444721 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2444838.750000 Penalty: 5017.563477
	Iteration 15Q: 3 clusters Score -2444839 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2444927.250000 Penalty: 5017.563477
	Iteration 16Q: 3 clusters Score -2444927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2445005.750000 Penalty: 5017.563477
	Iteration 17Q: 3 clusters Score -2445006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2445049.500000 Penalty: 5017.563477
	Iteration 18Q: 3 clusters Score -2445050 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2445098.500000 Penalty: 5017.563477
	Iteration 19Q: 3 clusters Score -2445098 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2445129.750000 Penalty: 5017.563477
	Iteration 20F: 3 clusters Score -2445130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2445176.000000 Penalty: 5017.563477
	Iteration 21Q: 3 clusters Score -2445176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2445208.750000 Penalty: 5017.563477
	Iteration 22Q: 3 clusters Score -2445209 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2445229.000000 Penalty: 5017.563477
	Iteration 23Q: 3 clusters Score -2445229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2445255.000000 Penalty: 5017.563477
	Iteration 24Q: 3 clusters Score -2445255 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2445273.750000 Penalty: 5017.563477
	Iteration 25Q: 3 clusters Score -2445274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2445300.750000 Penalty: 5017.563477
	Iteration 26Q: 3 clusters Score -2445301 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2445325.000000 Penalty: 5017.563477
	Iteration 27Q: 3 clusters Score -2445325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2445336.750000 Penalty: 5017.563477
	Iteration 28Q: 3 clusters Score -2445337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2445347.250000 Penalty: 5017.563477
	Iteration 29Q: 3 clusters Score -2445347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2445366.000000 Penalty: 5017.563477
	Iteration 30Q: 3 clusters Score -2445366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2445373.000000 Penalty: 5017.563477
	Iteration 31Q: 3 clusters Score -2445373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2445395.500000 Penalty: 5017.563477
	Iteration 32Q: 3 clusters Score -2445396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2445407.500000 Penalty: 5017.563477
	Iteration 33Q: 3 clusters Score -2445408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2445431.750000 Penalty: 5017.563477
	Iteration 34Q: 3 clusters Score -2445432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2445450.500000 Penalty: 5017.563477
	Iteration 35Q: 3 clusters Score -2445450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2445462.250000 Penalty: 5017.563477
	Iteration 36Q: 3 clusters Score -2445462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2445478.500000 Penalty: 5017.563477
	Iteration 37Q: 3 clusters Score -2445478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2445489.000000 Penalty: 5017.563477
	Iteration 38Q: 3 clusters Score -2445489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2445507.000000 Penalty: 5017.563477
	Iteration 39Q: 3 clusters Score -2445507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2445524.000000 Penalty: 5017.563477
	Iteration 40F: 3 clusters Score -2445524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2445532.500000 Penalty: 5017.563477
	Iteration 41Q: 3 clusters Score -2445532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2445552.750000 Penalty: 5017.563477
	Iteration 42Q: 3 clusters Score -2445553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2445556.750000 Penalty: 5017.563477
	Iteration 43Q: 3 clusters Score -2445557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2445565.500000 Penalty: 5017.563477
	Iteration 44Q: 3 clusters Score -2445566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2445576.500000 Penalty: 5017.563477
	Iteration 45Q: 3 clusters Score -2445576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2445584.750000 Penalty: 5017.563477
	Iteration 46Q: 3 clusters Score -2445585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2445592.750000 Penalty: 5017.563477
	Iteration 47Q: 3 clusters Score -2445593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2445600.500000 Penalty: 5017.563477
	Iteration 48Q: 3 clusters Score -2445600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2445600.000000 Penalty: 5017.563477
	Iteration 49Q: 3 clusters Score -2445600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2445623.250000 Penalty: 5017.563477
	Iteration 50Q: 3 clusters Score -2445623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2445638.750000 Penalty: 5017.563477
	Iteration 51Q: 3 clusters Score -2445639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2445646.500000 Penalty: 5017.563477
	Iteration 52Q: 3 clusters Score -2445646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2445655.750000 Penalty: 5017.563477
	Iteration 53Q: 3 clusters Score -2445656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2445666.000000 Penalty: 5017.563477
	Iteration 54Q: 3 clusters Score -2445666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2445673.250000 Penalty: 5017.563477
	Iteration 55Q: 3 clusters Score -2445673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2445678.750000 Penalty: 5017.563477
	Iteration 56Q: 3 clusters Score -2445679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2445690.250000 Penalty: 5017.563477
	Iteration 57Q: 3 clusters Score -2445690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2445706.500000 Penalty: 5017.563477
	Iteration 58Q: 3 clusters Score -2445706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2445730.000000 Penalty: 5017.563477
	Iteration 59Q: 3 clusters Score -2445730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2445744.750000 Penalty: 5017.563477
	Iteration 60F: 3 clusters Score -2445745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2445752.000000 Penalty: 5017.563477
	Iteration 61Q: 3 clusters Score -2445752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2445756.750000 Penalty: 5017.563477
	Iteration 62Q: 3 clusters Score -2445757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2445771.750000 Penalty: 5017.563477
	Iteration 63Q: 3 clusters Score -2445772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2445779.000000 Penalty: 5017.563477
	Iteration 64Q: 3 clusters Score -2445779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2445791.500000 Penalty: 5017.563477
	Iteration 65Q: 3 clusters Score -2445792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2445797.000000 Penalty: 5017.563477
	Iteration 66Q: 3 clusters Score -2445797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2445805.000000 Penalty: 5017.563477
	Iteration 67Q: 3 clusters Score -2445805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2445810.750000 Penalty: 5017.563477
	Iteration 68Q: 3 clusters Score -2445811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2445817.500000 Penalty: 5017.563477
	Iteration 69Q: 3 clusters Score -2445818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2445814.500000 Penalty: 5017.563477
	Iteration 70Q: 3 clusters Score -2445814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2445820.500000 Penalty: 5017.563477
	Iteration 71Q: 3 clusters Score -2445820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2445824.500000 Penalty: 5017.563477
	Iteration 72Q: 3 clusters Score -2445824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2445827.750000 Penalty: 5017.563477
	Iteration 73Q: 3 clusters Score -2445828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2445837.500000 Penalty: 5017.563477
	Iteration 74Q: 3 clusters Score -2445838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2445844.250000 Penalty: 5017.563477
	Iteration 75Q: 3 clusters Score -2445844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2445853.750000 Penalty: 5017.563477
	Iteration 76Q: 3 clusters Score -2445854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2445858.000000 Penalty: 5017.563477
	Iteration 77Q: 3 clusters Score -2445858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2445863.000000 Penalty: 5017.563477
	Iteration 78Q: 3 clusters Score -2445863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2445874.250000 Penalty: 5017.563477
	Iteration 79Q: 3 clusters Score -2445874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2445885.000000 Penalty: 5017.563477
	Iteration 80F: 3 clusters Score -2445885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2445893.000000 Penalty: 5017.563477
	Iteration 81Q: 3 clusters Score -2445893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2445902.000000 Penalty: 5017.563477
	Iteration 82Q: 3 clusters Score -2445902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2445905.750000 Penalty: 5017.563477
	Iteration 83Q: 3 clusters Score -2445906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2445913.500000 Penalty: 5017.563477
	Iteration 84Q: 3 clusters Score -2445914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2445915.750000 Penalty: 5017.563477
	Iteration 85Q: 3 clusters Score -2445916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2445925.750000 Penalty: 5017.563477
	Iteration 86Q: 3 clusters Score -2445926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2445927.250000 Penalty: 5017.563477
	Iteration 87Q: 3 clusters Score -2445927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2445930.750000 Penalty: 5017.563477
	Iteration 88Q: 3 clusters Score -2445931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2445938.000000 Penalty: 5017.563477
	Iteration 89Q: 3 clusters Score -2445938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2445940.750000 Penalty: 5017.563477
	Iteration 90Q: 3 clusters Score -2445941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2445946.750000 Penalty: 5017.563477
	Iteration 91Q: 3 clusters Score -2445947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2445948.750000 Penalty: 5017.563477
	Iteration 92Q: 3 clusters Score -2445949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2445949.000000 Penalty: 5017.563477
	Iteration 93Q: 3 clusters Score -2445949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2445946.250000 Penalty: 5017.563477
	Iteration 94Q: 3 clusters Score -2445946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2445950.000000 Penalty: 5017.563477
	Iteration 95Q: 3 clusters Score -2445950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2445955.500000 Penalty: 5017.563477
	Iteration 96Q: 3 clusters Score -2445956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2445961.000000 Penalty: 5017.563477
	Iteration 97Q: 3 clusters Score -2445961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2445962.500000 Penalty: 5017.563477
	Iteration 98Q: 3 clusters Score -2445962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2445963.500000 Penalty: 5017.563477
	Iteration 99Q: 3 clusters Score -2445964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2445966.250000 Penalty: 5017.563477
	Iteration 100F: 3 clusters Score -2445966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2445966.250000 Penalty: 5017.563477
	Iteration 101Q: 3 clusters Score -2445966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2445967.000000 Penalty: 5017.563477
	Iteration 102Q: 3 clusters Score -2445967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2445967.000000 Penalty: 5017.563477
	Iteration 103F: 3 clusters Score -2445967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Entering Unmasked Estep 
Score: -666270.937500 Penalty: 2202.454102
	Iteration 0F: 2 clusters Score -666270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -660378.812500 Penalty: 4404.908203
	Iteration 0F: 3 clusters Score -660378.8 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -662024.437500 Penalty: 4404.908203
	Iteration 1F: 3 clusters Score -662024.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -662270.750000 Penalty: 4404.908203
	Iteration 2F: 3 clusters Score -662270.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -662445.437500 Penalty: 4404.908203
	Iteration 3Q: 3 clusters Score -662445.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -662590.812500 Penalty: 4404.908203
	Iteration 4Q: 3 clusters Score -662590.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -662745.562500 Penalty: 4404.908203
	Iteration 5Q: 3 clusters Score -662745.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -662920.312500 Penalty: 4404.908203
	Iteration 6Q: 3 clusters Score -662920.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -663064.625000 Penalty: 4404.908203
	Iteration 7Q: 3 clusters Score -663064.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -663179.312500 Penalty: 4404.908203
	Iteration 8Q: 3 clusters Score -663179.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -663295.812500 Penalty: 4404.908203
	Iteration 9Q: 3 clusters Score -663295.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -663448.750000 Penalty: 4404.908203
	Iteration 10Q: 3 clusters Score -663448.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -663613.812500 Penalty: 4404.908203
	Iteration 11Q: 3 clusters Score -663613.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -663750.875000 Penalty: 4404.908203
	Iteration 12Q: 3 clusters Score -663750.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -663871.812500 Penalty: 4404.908203
	Iteration 13Q: 3 clusters Score -663871.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -663964.187500 Penalty: 4404.908203
	Iteration 14Q: 3 clusters Score -663964.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -664038.500000 Penalty: 4404.908203
	Iteration 15Q: 3 clusters Score -664038.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -664106.875000 Penalty: 4404.908203
	Iteration 16Q: 3 clusters Score -664106.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -664161.625000 Penalty: 4404.908203
	Iteration 17Q: 3 clusters Score -664161.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -664202.625000 Penalty: 4404.908203
	Iteration 18Q: 3 clusters Score -664202.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -664239.500000 Penalty: 4404.908203
	Iteration 19Q: 3 clusters Score -664239.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -664272.812500 Penalty: 4404.908203
	Iteration 20F: 3 clusters Score -664272.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -664296.312500 Penalty: 4404.908203
	Iteration 21Q: 3 clusters Score -664296.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -664314.125000 Penalty: 4404.908203
	Iteration 22Q: 3 clusters Score -664314.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -664338.125000 Penalty: 4404.908203
	Iteration 23Q: 3 clusters Score -664338.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -664358.562500 Penalty: 4404.908203
	Iteration 24Q: 3 clusters Score -664358.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -664381.312500 Penalty: 4404.908203
	Iteration 25Q: 3 clusters Score -664381.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -664402.250000 Penalty: 4404.908203
	Iteration 26Q: 3 clusters Score -664402.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -664416.187500 Penalty: 4404.908203
	Iteration 27Q: 3 clusters Score -664416.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -664433.875000 Penalty: 4404.908203
	Iteration 28Q: 3 clusters Score -664433.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -664448.937500 Penalty: 4404.908203
	Iteration 29Q: 3 clusters Score -664448.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -664467.062500 Penalty: 4404.908203
	Iteration 30Q: 3 clusters Score -664467.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -664478.687500 Penalty: 4404.908203
	Iteration 31Q: 3 clusters Score -664478.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -664491.937500 Penalty: 4404.908203
	Iteration 32Q: 3 clusters Score -664491.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -664510.812500 Penalty: 4404.908203
	Iteration 33Q: 3 clusters Score -664510.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -664521.062500 Penalty: 4404.908203
	Iteration 34Q: 3 clusters Score -664521.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -664530.812500 Penalty: 4404.908203
	Iteration 35Q: 3 clusters Score -664530.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -664543.187500 Penalty: 4404.908203
	Iteration 36Q: 3 clusters Score -664543.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -664555.000000 Penalty: 4404.908203
	Iteration 37Q: 3 clusters Score -664555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -664570.625000 Penalty: 4404.908203
	Iteration 38Q: 3 clusters Score -664570.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -664580.562500 Penalty: 4404.908203
	Iteration 39Q: 3 clusters Score -664580.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -664591.437500 Penalty: 4404.908203
	Iteration 40F: 3 clusters Score -664591.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -664605.250000 Penalty: 4404.908203
	Iteration 41Q: 3 clusters Score -664605.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -664622.750000 Penalty: 4404.908203
	Iteration 42Q: 3 clusters Score -664622.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -664646.250000 Penalty: 4404.908203
	Iteration 43Q: 3 clusters Score -664646.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -664670.500000 Penalty: 4404.908203
	Iteration 44Q: 3 clusters Score -664670.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -664688.437500 Penalty: 4404.908203
	Iteration 45Q: 3 clusters Score -664688.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -664701.312500 Penalty: 4404.908203
	Iteration 46Q: 3 clusters Score -664701.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -664713.312500 Penalty: 4404.908203
	Iteration 47Q: 3 clusters Score -664713.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -664728.500000 Penalty: 4404.908203
	Iteration 48Q: 3 clusters Score -664728.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -664740.937500 Penalty: 4404.908203
	Iteration 49Q: 3 clusters Score -664740.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -664754.312500 Penalty: 4404.908203
	Iteration 50Q: 3 clusters Score -664754.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -664768.000000 Penalty: 4404.908203
	Iteration 51Q: 3 clusters Score -664768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -664776.687500 Penalty: 4404.908203
	Iteration 52Q: 3 clusters Score -664776.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -664781.500000 Penalty: 4404.908203
	Iteration 53Q: 3 clusters Score -664781.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -664785.937500 Penalty: 4404.908203
	Iteration 54Q: 3 clusters Score -664785.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -664790.375000 Penalty: 4404.908203
	Iteration 55Q: 3 clusters Score -664790.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -664799.500000 Penalty: 4404.908203
	Iteration 56Q: 3 clusters Score -664799.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -664808.062500 Penalty: 4404.908203
	Iteration 57Q: 3 clusters Score -664808.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -664817.687500 Penalty: 4404.908203
	Iteration 58Q: 3 clusters Score -664817.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -664824.937500 Penalty: 4404.908203
	Iteration 59Q: 3 clusters Score -664824.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -664831.437500 Penalty: 4404.908203
	Iteration 60F: 3 clusters Score -664831.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -664838.562500 Penalty: 4404.908203
	Iteration 61Q: 3 clusters Score -664838.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -664844.125000 Penalty: 4404.908203
	Iteration 62Q: 3 clusters Score -664844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -664847.000000 Penalty: 4404.908203
	Iteration 63Q: 3 clusters Score -664847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -664857.625000 Penalty: 4404.908203
	Iteration 64Q: 3 clusters Score -664857.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -664863.750000 Penalty: 4404.908203
	Iteration 65Q: 3 clusters Score -664863.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -664870.125000 Penalty: 4404.908203
	Iteration 66Q: 3 clusters Score -664870.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -664876.187500 Penalty: 4404.908203
	Iteration 67Q: 3 clusters Score -664876.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -664882.812500 Penalty: 4404.908203
	Iteration 68Q: 3 clusters Score -664882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -664888.125000 Penalty: 4404.908203
	Iteration 69Q: 3 clusters Score -664888.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -664895.812500 Penalty: 4404.908203
	Iteration 70Q: 3 clusters Score -664895.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -664902.562500 Penalty: 4404.908203
	Iteration 71Q: 3 clusters Score -664902.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -664912.937500 Penalty: 4404.908203
	Iteration 72Q: 3 clusters Score -664912.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -664924.437500 Penalty: 4404.908203
	Iteration 73Q: 3 clusters Score -664924.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -664940.750000 Penalty: 4404.908203
	Iteration 74Q: 3 clusters Score -664940.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -664952.937500 Penalty: 4404.908203
	Iteration 75Q: 3 clusters Score -664952.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -664966.875000 Penalty: 4404.908203
	Iteration 76Q: 3 clusters Score -664966.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -664978.812500 Penalty: 4404.908203
	Iteration 77Q: 3 clusters Score -664978.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -664995.062500 Penalty: 4404.908203
	Iteration 78Q: 3 clusters Score -664995.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -665015.937500 Penalty: 4404.908203
	Iteration 79Q: 3 clusters Score -665015.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -665042.187500 Penalty: 4404.908203
	Iteration 80F: 3 clusters Score -665042.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -665063.000000 Penalty: 4404.908203
	Iteration 81Q: 3 clusters Score -665063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -665085.562500 Penalty: 4404.908203
	Iteration 82Q: 3 clusters Score -665085.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -665108.000000 Penalty: 4404.908203
	Iteration 83Q: 3 clusters Score -665108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -665136.812500 Penalty: 4404.908203
	Iteration 84Q: 3 clusters Score -665136.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -665158.812500 Penalty: 4404.908203
	Iteration 85Q: 3 clusters Score -665158.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -665180.687500 Penalty: 4404.908203
	Iteration 86Q: 3 clusters Score -665180.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -665198.812500 Penalty: 4404.908203
	Iteration 87Q: 3 clusters Score -665198.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -665220.812500 Penalty: 4404.908203
	Iteration 88Q: 3 clusters Score -665220.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -665243.062500 Penalty: 4404.908203
	Iteration 89Q: 3 clusters Score -665243.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -665270.625000 Penalty: 4404.908203
	Iteration 90Q: 3 clusters Score -665270.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -665287.187500 Penalty: 4404.908203
	Iteration 91Q: 3 clusters Score -665287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -665299.000000 Penalty: 4404.908203
	Iteration 92Q: 3 clusters Score -665299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -665310.500000 Penalty: 4404.908203
	Iteration 93Q: 3 clusters Score -665310.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -665318.062500 Penalty: 4404.908203
	Iteration 94Q: 3 clusters Score -665318.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -665325.875000 Penalty: 4404.908203
	Iteration 95Q: 3 clusters Score -665325.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -665335.812500 Penalty: 4404.908203
	Iteration 96Q: 3 clusters Score -665335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -665342.875000 Penalty: 4404.908203
	Iteration 97Q: 3 clusters Score -665342.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -665352.062500 Penalty: 4404.908203
	Iteration 98Q: 3 clusters Score -665352.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -665363.937500 Penalty: 4404.908203
	Iteration 99Q: 3 clusters Score -665363.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -665372.937500 Penalty: 4404.908203
	Iteration 100F: 3 clusters Score -665372.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -665381.562500 Penalty: 4404.908203
	Iteration 101Q: 3 clusters Score -665381.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -665390.875000 Penalty: 4404.908203
	Iteration 102Q: 3 clusters Score -665390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -665393.812500 Penalty: 4404.908203
	Iteration 103Q: 3 clusters Score -665393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -665395.312500 Penalty: 4404.908203
	Iteration 104Q: 3 clusters Score -665395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -665399.187500 Penalty: 4404.908203
	Iteration 105Q: 3 clusters Score -665399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -665402.500000 Penalty: 4404.908203
	Iteration 106Q: 3 clusters Score -665402.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -665410.062500 Penalty: 4404.908203
	Iteration 107Q: 3 clusters Score -665410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -665412.312500 Penalty: 4404.908203
	Iteration 108Q: 3 clusters Score -665412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -665417.375000 Penalty: 4404.908203
	Iteration 109Q: 3 clusters Score -665417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -665421.625000 Penalty: 4404.908203
	Iteration 110Q: 3 clusters Score -665421.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -665428.000000 Penalty: 4404.908203
	Iteration 111Q: 3 clusters Score -665428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -665431.500000 Penalty: 4404.908203
	Iteration 112Q: 3 clusters Score -665431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -665436.500000 Penalty: 4404.908203
	Iteration 113Q: 3 clusters Score -665436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -665435.875000 Penalty: 4404.908203
	Iteration 114Q: 3 clusters Score -665435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -665441.687500 Penalty: 4404.908203
	Iteration 115Q: 3 clusters Score -665441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -665444.937500 Penalty: 4404.908203
	Iteration 116Q: 3 clusters Score -665444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -665449.062500 Penalty: 4404.908203
	Iteration 117Q: 3 clusters Score -665449.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -665455.062500 Penalty: 4404.908203
	Iteration 118Q: 3 clusters Score -665455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -665463.250000 Penalty: 4404.908203
	Iteration 119Q: 3 clusters Score -665463.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -665473.500000 Penalty: 4404.908203
	Iteration 120F: 3 clusters Score -665473.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -665485.687500 Penalty: 4404.908203
	Iteration 121Q: 3 clusters Score -665485.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -665498.625000 Penalty: 4404.908203
	Iteration 122Q: 3 clusters Score -665498.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -665507.000000 Penalty: 4404.908203
	Iteration 123Q: 3 clusters Score -665507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -665515.187500 Penalty: 4404.908203
	Iteration 124Q: 3 clusters Score -665515.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -665524.125000 Penalty: 4404.908203
	Iteration 125Q: 3 clusters Score -665524.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -665534.875000 Penalty: 4404.908203
	Iteration 126Q: 3 clusters Score -665534.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -665543.375000 Penalty: 4404.908203
	Iteration 127Q: 3 clusters Score -665543.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -665550.312500 Penalty: 4404.908203
	Iteration 128Q: 3 clusters Score -665550.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -665565.437500 Penalty: 4404.908203
	Iteration 129Q: 3 clusters Score -665565.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -665586.187500 Penalty: 4404.908203
	Iteration 130Q: 3 clusters Score -665586.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -665609.312500 Penalty: 4404.908203
	Iteration 131Q: 3 clusters Score -665609.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -665627.250000 Penalty: 4404.908203
	Iteration 132Q: 3 clusters Score -665627.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -665646.937500 Penalty: 4404.908203
	Iteration 133Q: 3 clusters Score -665646.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -665667.000000 Penalty: 4404.908203
	Iteration 134Q: 3 clusters Score -665667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -665684.000000 Penalty: 4404.908203
	Iteration 135Q: 3 clusters Score -665684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -665697.687500 Penalty: 4404.908203
	Iteration 136Q: 3 clusters Score -665697.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -665708.125000 Penalty: 4404.908203
	Iteration 137Q: 3 clusters Score -665708.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -665724.500000 Penalty: 4404.908203
	Iteration 138Q: 3 clusters Score -665724.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -665734.312500 Penalty: 4404.908203
	Iteration 139Q: 3 clusters Score -665734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -665739.375000 Penalty: 4404.908203
	Iteration 140F: 3 clusters Score -665739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -665743.187500 Penalty: 4404.908203
	Iteration 141Q: 3 clusters Score -665743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -665746.500000 Penalty: 4404.908203
	Iteration 142Q: 3 clusters Score -665746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -665749.625000 Penalty: 4404.908203
	Iteration 143Q: 3 clusters Score -665749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -665752.250000 Penalty: 4404.908203
	Iteration 144Q: 3 clusters Score -665752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -665757.375000 Penalty: 4404.908203
	Iteration 145Q: 3 clusters Score -665757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -665760.687500 Penalty: 4404.908203
	Iteration 146Q: 3 clusters Score -665760.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -665764.562500 Penalty: 4404.908203
	Iteration 147Q: 3 clusters Score -665764.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -665768.312500 Penalty: 4404.908203
	Iteration 148Q: 3 clusters Score -665768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -665773.750000 Penalty: 4404.908203
	Iteration 149Q: 3 clusters Score -665773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -665777.812500 Penalty: 4404.908203
	Iteration 150Q: 3 clusters Score -665777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -665777.562500 Penalty: 4404.908203
	Iteration 151Q: 3 clusters Score -665777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -665777.562500 Penalty: 4404.908203
	Iteration 152F: 3 clusters Score -665777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -160827.937500 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -160827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -158324.406250 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -158324.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -158880.531250 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -158880.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -159118.671875 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -159118.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -159309.343750 Penalty: 3731.914795
	Iteration 3F: 3 clusters Score -159309.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -159477.078125 Penalty: 3731.914795
	Iteration 4F: 3 clusters Score -159477.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -159586.718750 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -159586.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -159683.859375 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -159683.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -159755.406250 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -159755.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159811.000000 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -159811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159868.531250 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -159868.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -159916.656250 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -159916.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -159955.234375 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -159955.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160006.031250 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -160006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -160057.015625 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -160057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160085.718750 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -160085.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160105.671875 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -160105.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160122.812500 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -160122.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -160140.031250 Penalty: 3731.914795
	Iteration 17Q: 3 clusters Score -160140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -160155.000000 Penalty: 3731.914795
	Iteration 18Q: 3 clusters Score -160155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -160175.218750 Penalty: 3731.914795
	Iteration 19Q: 3 clusters Score -160175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160196.890625 Penalty: 3731.914795
	Iteration 20F: 3 clusters Score -160196.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -160210.390625 Penalty: 3731.914795
	Iteration 21Q: 3 clusters Score -160210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -160216.984375 Penalty: 3731.914795
	Iteration 22Q: 3 clusters Score -160217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160222.140625 Penalty: 3731.914795
	Iteration 23Q: 3 clusters Score -160222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -160225.531250 Penalty: 3731.914795
	Iteration 24Q: 3 clusters Score -160225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160229.546875 Penalty: 3731.914795
	Iteration 25Q: 3 clusters Score -160229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -160236.687500 Penalty: 3731.914795
	Iteration 26Q: 3 clusters Score -160236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -160245.484375 Penalty: 3731.914795
	Iteration 27Q: 3 clusters Score -160245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160253.312500 Penalty: 3731.914795
	Iteration 28Q: 3 clusters Score -160253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -160260.750000 Penalty: 3731.914795
	Iteration 29Q: 3 clusters Score -160260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -160265.531250 Penalty: 3731.914795
	Iteration 30Q: 3 clusters Score -160265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160269.187500 Penalty: 3731.914795
	Iteration 31Q: 3 clusters Score -160269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -160271.078125 Penalty: 3731.914795
	Iteration 32Q: 3 clusters Score -160271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -160271.078125 Penalty: 3731.914795
	Iteration 33F: 3 clusters Score -160271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -475638.187500 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -475638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -470965.281250 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -470965.3 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -472396.343750 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -472396.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -472898.906250 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -472898.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -473392.250000 Penalty: 4258.457031
	Iteration 3F: 3 clusters Score -473392.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -473829.187500 Penalty: 4258.457031
	Iteration 4F: 3 clusters Score -473829.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -474235.062500 Penalty: 4258.457031
	Iteration 5F: 3 clusters Score -474235.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -474542.593750 Penalty: 4258.457031
	Iteration 6F: 3 clusters Score -474542.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -474724.562500 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -474724.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -474875.875000 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -474875.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -475047.406250 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -475047.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -475314.375000 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -475314.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -475504.906250 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -475504.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -475571.093750 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -475571.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -475608.906250 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -475608.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -475632.718750 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -475632.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -475646.625000 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -475646.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -475655.187500 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -475655.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475659.812500 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -475659.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -475663.500000 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -475663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -475665.625000 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -475665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -475666.500000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -475666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -475668.937500 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -475668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -475667.437500 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -475667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -475668.593750 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -475668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -475670.093750 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -475670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -475671.125000 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -475671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -475670.906250 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -475670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -475674.031250 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -475674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -475676.000000 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -475676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -475677.343750 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -475677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -475677.468750 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -475677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -475678.718750 Penalty: 4258.457031
	Iteration 31Q: 3 clusters Score -475678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475678.687500 Penalty: 4258.457031
	Iteration 32Q: 3 clusters Score -475678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475679.625000 Penalty: 4258.457031
	Iteration 33Q: 3 clusters Score -475679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475679.906250 Penalty: 4258.457031
	Iteration 34Q: 3 clusters Score -475679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -475679.906250 Penalty: 4258.457031
	Iteration 35F: 3 clusters Score -475679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14728 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15720 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24737 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 35068 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 10186 members 
Mstep: Class 23 contains 14961 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 3463 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 96782 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6566 members 
Mstep: Class 39 contains 24692 members 
Mstep: Class 40 contains 5090 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15881 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6379 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26552 members 
Mstep: Class 50 contains 2861 members 
Entering Unmasked Estep 
Score: -58957432.000000 Penalty: 165509.984375
Splitting cluster 16 changes total score from -58958660.000000 to -58957432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Entering Unmasked Estep 
Score: -2417458.250000 Penalty: 2510.321045
	Iteration 0F: 2 clusters Score -2417458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2400191.750000 Penalty: 5020.642090
	Iteration 0F: 3 clusters Score -2400192 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2406346.250000 Penalty: 5020.642090
	Iteration 1F: 3 clusters Score -2406346 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2406919.500000 Penalty: 5020.642090
	Iteration 2F: 3 clusters Score -2406920 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2407476.000000 Penalty: 5020.642090
	Iteration 3F: 3 clusters Score -2407476 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2408028.500000 Penalty: 5020.642090
	Iteration 4Q: 3 clusters Score -2408028 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2408718.250000 Penalty: 5020.642090
	Iteration 5F: 3 clusters Score -2408718 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2409417.250000 Penalty: 5020.642090
	Iteration 6F: 3 clusters Score -2409417 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2410190.750000 Penalty: 5020.642090
	Iteration 7F: 3 clusters Score -2410191 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2410915.250000 Penalty: 5020.642090
	Iteration 8Q: 3 clusters Score -2410915 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2411679.750000 Penalty: 5020.642090
	Iteration 9Q: 3 clusters Score -2411680 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2412366.000000 Penalty: 5020.642090
	Iteration 10Q: 3 clusters Score -2412366 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2412999.500000 Penalty: 5020.642090
	Iteration 11Q: 3 clusters Score -2413000 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2413541.250000 Penalty: 5020.642090
	Iteration 12Q: 3 clusters Score -2413541 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2413935.250000 Penalty: 5020.642090
	Iteration 13Q: 3 clusters Score -2413935 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2414251.250000 Penalty: 5020.642090
	Iteration 14Q: 3 clusters Score -2414251 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2414474.750000 Penalty: 5020.642090
	Iteration 15Q: 3 clusters Score -2414475 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2414653.000000 Penalty: 5020.642090
	Iteration 16Q: 3 clusters Score -2414653 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2414807.500000 Penalty: 5020.642090
	Iteration 17Q: 3 clusters Score -2414808 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2414915.000000 Penalty: 5020.642090
	Iteration 18Q: 3 clusters Score -2414915 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2414990.500000 Penalty: 5020.642090
	Iteration 19Q: 3 clusters Score -2414990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2415061.250000 Penalty: 5020.642090
	Iteration 20F: 3 clusters Score -2415061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2415127.500000 Penalty: 5020.642090
	Iteration 21Q: 3 clusters Score -2415128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2415152.500000 Penalty: 5020.642090
	Iteration 22Q: 3 clusters Score -2415152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2415170.250000 Penalty: 5020.642090
	Iteration 23Q: 3 clusters Score -2415170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2415192.000000 Penalty: 5020.642090
	Iteration 24Q: 3 clusters Score -2415192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2415211.000000 Penalty: 5020.642090
	Iteration 25Q: 3 clusters Score -2415211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2415227.250000 Penalty: 5020.642090
	Iteration 26Q: 3 clusters Score -2415227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2415245.250000 Penalty: 5020.642090
	Iteration 27Q: 3 clusters Score -2415245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2415258.750000 Penalty: 5020.642090
	Iteration 28Q: 3 clusters Score -2415259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2415266.750000 Penalty: 5020.642090
	Iteration 29Q: 3 clusters Score -2415267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2415272.250000 Penalty: 5020.642090
	Iteration 30Q: 3 clusters Score -2415272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2415280.750000 Penalty: 5020.642090
	Iteration 31Q: 3 clusters Score -2415281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2415295.000000 Penalty: 5020.642090
	Iteration 32Q: 3 clusters Score -2415295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2415299.250000 Penalty: 5020.642090
	Iteration 33Q: 3 clusters Score -2415299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2415299.750000 Penalty: 5020.642090
	Iteration 34Q: 3 clusters Score -2415300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2415302.250000 Penalty: 5020.642090
	Iteration 35Q: 3 clusters Score -2415302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2415300.250000 Penalty: 5020.642090
	Iteration 36Q: 3 clusters Score -2415300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2415302.500000 Penalty: 5020.642090
	Iteration 37Q: 3 clusters Score -2415302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2415301.000000 Penalty: 5020.642090
	Iteration 38Q: 3 clusters Score -2415301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2415302.250000 Penalty: 5020.642090
	Iteration 39Q: 3 clusters Score -2415302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2415303.000000 Penalty: 5020.642090
	Iteration 40F: 3 clusters Score -2415303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2415303.250000 Penalty: 5020.642090
	Iteration 41Q: 3 clusters Score -2415303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2415304.250000 Penalty: 5020.642090
	Iteration 42Q: 3 clusters Score -2415304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2415303.500000 Penalty: 5020.642090
	Iteration 43Q: 3 clusters Score -2415304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2415303.500000 Penalty: 5020.642090
	Iteration 44F: 3 clusters Score -2415304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -157861.109375 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -157861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -155411.296875 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -155411.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155813.437500 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -155813.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155917.359375 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -155917.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -155981.234375 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -155981.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -156042.031250 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -156042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -156084.531250 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -156084.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -156114.125000 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -156114.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -156137.765625 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -156137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156153.343750 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -156153.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -156163.390625 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -156163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -156173.250000 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -156173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -156182.781250 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -156182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -156194.421875 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -156194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -156207.546875 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -156207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156216.984375 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -156217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -156223.578125 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -156223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -156225.921875 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -156225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -156227.125000 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -156227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -156227.343750 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -156227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -156227.343750 Penalty: 3704.948486
	Iteration 19F: 3 clusters Score -156227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1024193.812500 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1024194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1016421.937500 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1016422 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1018756.750000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1018757 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1019073.375000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1019073 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1019308.500000 Penalty: 4576.445801
	Iteration 3Q: 3 clusters Score -1019308 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1019540.250000 Penalty: 4576.445801
	Iteration 4Q: 3 clusters Score -1019540 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1019766.562500 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1019767 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1020012.812500 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1020013 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1020269.375000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1020269 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1020482.062500 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1020482 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1020689.750000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1020690 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1020893.187500 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1020893 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1021081.062500 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1021081 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1021260.187500 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1021260 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1021424.875000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1021425 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1021596.500000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1021596 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1021766.125000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1021766 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1021926.625000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1021927 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1022086.250000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1022086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1022211.250000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1022211 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1022310.375000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1022310 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1022402.187500 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1022402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1022506.250000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1022506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1022602.875000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1022603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1022674.125000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1022674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1022739.812500 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1022740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1022787.000000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1022787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1022827.375000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1022827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1022867.000000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1022867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1022920.250000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1022920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1022983.687500 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1022984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1023005.812500 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1023006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1023012.312500 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1023012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1023013.625000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1023014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1023016.562500 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1023017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1023018.812500 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1023019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1023018.562500 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1023019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1023018.687500 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1023019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1023019.562500 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1023020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1023019.562500 Penalty: 4576.445801
	Iteration 38F: 3 clusters Score -1023020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Entering Unmasked Estep 
Score: -3501948.000000 Penalty: 2595.330811
	Iteration 0F: 2 clusters Score -3501948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3478136.000000 Penalty: 5190.661621
	Iteration 0F: 3 clusters Score -3478136 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3487144.500000 Penalty: 5190.661621
	Iteration 1F: 3 clusters Score -3487144 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3488192.750000 Penalty: 5190.661621
	Iteration 2F: 3 clusters Score -3488193 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3489649.750000 Penalty: 5190.661621
	Iteration 3F: 3 clusters Score -3489650 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3491474.500000 Penalty: 5190.661621
	Iteration 4F: 3 clusters Score -3491474 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3493252.000000 Penalty: 5190.661621
	Iteration 5F: 3 clusters Score -3493252 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3494763.750000 Penalty: 5190.661621
	Iteration 6F: 3 clusters Score -3494764 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3495810.250000 Penalty: 5190.661621
	Iteration 7F: 3 clusters Score -3495810 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3496472.250000 Penalty: 5190.661621
	Iteration 8Q: 3 clusters Score -3496472 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3496955.750000 Penalty: 5190.661621
	Iteration 9Q: 3 clusters Score -3496956 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3497350.500000 Penalty: 5190.661621
	Iteration 10Q: 3 clusters Score -3497350 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3497688.750000 Penalty: 5190.661621
	Iteration 11Q: 3 clusters Score -3497689 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3497944.750000 Penalty: 5190.661621
	Iteration 12Q: 3 clusters Score -3497945 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3498098.250000 Penalty: 5190.661621
	Iteration 13Q: 3 clusters Score -3498098 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3498204.500000 Penalty: 5190.661621
	Iteration 14Q: 3 clusters Score -3498204 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3498276.750000 Penalty: 5190.661621
	Iteration 15Q: 3 clusters Score -3498277 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3498351.000000 Penalty: 5190.661621
	Iteration 16Q: 3 clusters Score -3498351 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3498403.750000 Penalty: 5190.661621
	Iteration 17Q: 3 clusters Score -3498404 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3498477.250000 Penalty: 5190.661621
	Iteration 18Q: 3 clusters Score -3498477 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3498553.000000 Penalty: 5190.661621
	Iteration 19Q: 3 clusters Score -3498553 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3498621.500000 Penalty: 5190.661621
	Iteration 20F: 3 clusters Score -3498622 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3498680.000000 Penalty: 5190.661621
	Iteration 21Q: 3 clusters Score -3498680 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3498726.250000 Penalty: 5190.661621
	Iteration 22Q: 3 clusters Score -3498726 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3498792.000000 Penalty: 5190.661621
	Iteration 23Q: 3 clusters Score -3498792 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3498843.000000 Penalty: 5190.661621
	Iteration 24Q: 3 clusters Score -3498843 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3498901.000000 Penalty: 5190.661621
	Iteration 25Q: 3 clusters Score -3498901 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3498966.250000 Penalty: 5190.661621
	Iteration 26Q: 3 clusters Score -3498966 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3499008.000000 Penalty: 5190.661621
	Iteration 27Q: 3 clusters Score -3499008 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3499066.000000 Penalty: 5190.661621
	Iteration 28Q: 3 clusters Score -3499066 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3499135.000000 Penalty: 5190.661621
	Iteration 29Q: 3 clusters Score -3499135 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3499193.750000 Penalty: 5190.661621
	Iteration 30Q: 3 clusters Score -3499194 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3499248.000000 Penalty: 5190.661621
	Iteration 31Q: 3 clusters Score -3499248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3499301.750000 Penalty: 5190.661621
	Iteration 32Q: 3 clusters Score -3499302 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3499350.000000 Penalty: 5190.661621
	Iteration 33Q: 3 clusters Score -3499350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3499381.500000 Penalty: 5190.661621
	Iteration 34Q: 3 clusters Score -3499382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3499414.500000 Penalty: 5190.661621
	Iteration 35Q: 3 clusters Score -3499414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3499442.250000 Penalty: 5190.661621
	Iteration 36Q: 3 clusters Score -3499442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3499472.500000 Penalty: 5190.661621
	Iteration 37Q: 3 clusters Score -3499472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3499505.750000 Penalty: 5190.661621
	Iteration 38Q: 3 clusters Score -3499506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3499533.500000 Penalty: 5190.661621
	Iteration 39Q: 3 clusters Score -3499534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3499552.750000 Penalty: 5190.661621
	Iteration 40F: 3 clusters Score -3499553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3499575.750000 Penalty: 5190.661621
	Iteration 41Q: 3 clusters Score -3499576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3499585.250000 Penalty: 5190.661621
	Iteration 42Q: 3 clusters Score -3499585 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3499595.250000 Penalty: 5190.661621
	Iteration 43Q: 3 clusters Score -3499595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3499626.750000 Penalty: 5190.661621
	Iteration 44Q: 3 clusters Score -3499627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3499650.750000 Penalty: 5190.661621
	Iteration 45Q: 3 clusters Score -3499651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3499672.750000 Penalty: 5190.661621
	Iteration 46Q: 3 clusters Score -3499673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3499681.250000 Penalty: 5190.661621
	Iteration 47Q: 3 clusters Score -3499681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -3499702.500000 Penalty: 5190.661621
	Iteration 48Q: 3 clusters Score -3499702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3499726.000000 Penalty: 5190.661621
	Iteration 49Q: 3 clusters Score -3499726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -3499734.500000 Penalty: 5190.661621
	Iteration 50Q: 3 clusters Score -3499734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3499741.000000 Penalty: 5190.661621
	Iteration 51Q: 3 clusters Score -3499741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3499756.750000 Penalty: 5190.661621
	Iteration 52Q: 3 clusters Score -3499757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -3499766.250000 Penalty: 5190.661621
	Iteration 53Q: 3 clusters Score -3499766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -3499768.250000 Penalty: 5190.661621
	Iteration 54Q: 3 clusters Score -3499768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -3499782.750000 Penalty: 5190.661621
	Iteration 55Q: 3 clusters Score -3499783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3499784.000000 Penalty: 5190.661621
	Iteration 56Q: 3 clusters Score -3499784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3499789.750000 Penalty: 5190.661621
	Iteration 57Q: 3 clusters Score -3499790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3499800.000000 Penalty: 5190.661621
	Iteration 58Q: 3 clusters Score -3499800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3499810.000000 Penalty: 5190.661621
	Iteration 59Q: 3 clusters Score -3499810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3499818.500000 Penalty: 5190.661621
	Iteration 60F: 3 clusters Score -3499818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -3499814.500000 Penalty: 5190.661621
	Iteration 61Q: 3 clusters Score -3499814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3499813.250000 Penalty: 5190.661621
	Iteration 62Q: 3 clusters Score -3499813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3499808.750000 Penalty: 5190.661621
	Iteration 63Q: 3 clusters Score -3499809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3499817.250000 Penalty: 5190.661621
	Iteration 64Q: 3 clusters Score -3499817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3499818.250000 Penalty: 5190.661621
	Iteration 65Q: 3 clusters Score -3499818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3499823.000000 Penalty: 5190.661621
	Iteration 66Q: 3 clusters Score -3499823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3499828.250000 Penalty: 5190.661621
	Iteration 67Q: 3 clusters Score -3499828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3499835.500000 Penalty: 5190.661621
	Iteration 68Q: 3 clusters Score -3499836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3499835.250000 Penalty: 5190.661621
	Iteration 69Q: 3 clusters Score -3499835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -3499837.000000 Penalty: 5190.661621
	Iteration 70Q: 3 clusters Score -3499837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -3499832.750000 Penalty: 5190.661621
	Iteration 71Q: 3 clusters Score -3499833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3499835.500000 Penalty: 5190.661621
	Iteration 72Q: 3 clusters Score -3499836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3499833.750000 Penalty: 5190.661621
	Iteration 73Q: 3 clusters Score -3499834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3499843.000000 Penalty: 5190.661621
	Iteration 74Q: 3 clusters Score -3499843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3499851.250000 Penalty: 5190.661621
	Iteration 75Q: 3 clusters Score -3499851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3499852.250000 Penalty: 5190.661621
	Iteration 76Q: 3 clusters Score -3499852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3499860.250000 Penalty: 5190.661621
	Iteration 77Q: 3 clusters Score -3499860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3499860.750000 Penalty: 5190.661621
	Iteration 78Q: 3 clusters Score -3499861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -3499865.500000 Penalty: 5190.661621
	Iteration 79Q: 3 clusters Score -3499866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3499870.500000 Penalty: 5190.661621
	Iteration 80F: 3 clusters Score -3499870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3499870.000000 Penalty: 5190.661621
	Iteration 81Q: 3 clusters Score -3499870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -3499871.000000 Penalty: 5190.661621
	Iteration 82Q: 3 clusters Score -3499871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3499872.750000 Penalty: 5190.661621
	Iteration 83Q: 3 clusters Score -3499873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3499871.250000 Penalty: 5190.661621
	Iteration 84Q: 3 clusters Score -3499871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3499872.500000 Penalty: 5190.661621
	Iteration 85Q: 3 clusters Score -3499872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -3499868.250000 Penalty: 5190.661621
	Iteration 86Q: 3 clusters Score -3499868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -3499867.000000 Penalty: 5190.661621
	Iteration 87Q: 3 clusters Score -3499867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3499871.500000 Penalty: 5190.661621
	Iteration 88Q: 3 clusters Score -3499872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3499868.750000 Penalty: 5190.661621
	Iteration 89Q: 3 clusters Score -3499869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3499873.000000 Penalty: 5190.661621
	Iteration 90Q: 3 clusters Score -3499873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -3499869.250000 Penalty: 5190.661621
	Iteration 91Q: 3 clusters Score -3499869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3499871.000000 Penalty: 5190.661621
	Iteration 92Q: 3 clusters Score -3499871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3499874.000000 Penalty: 5190.661621
	Iteration 93Q: 3 clusters Score -3499874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3499872.250000 Penalty: 5190.661621
	Iteration 94Q: 3 clusters Score -3499872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -3499870.500000 Penalty: 5190.661621
	Iteration 95Q: 3 clusters Score -3499870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -3499880.250000 Penalty: 5190.661621
	Iteration 96Q: 3 clusters Score -3499880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3499875.500000 Penalty: 5190.661621
	Iteration 97Q: 3 clusters Score -3499876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3499872.000000 Penalty: 5190.661621
	Iteration 98Q: 3 clusters Score -3499872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -3499871.000000 Penalty: 5190.661621
	Iteration 99Q: 3 clusters Score -3499871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3499879.250000 Penalty: 5190.661621
	Iteration 100F: 3 clusters Score -3499879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3499885.750000 Penalty: 5190.661621
	Iteration 101Q: 3 clusters Score -3499886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3499892.500000 Penalty: 5190.661621
	Iteration 102Q: 3 clusters Score -3499892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3499890.500000 Penalty: 5190.661621
	Iteration 103Q: 3 clusters Score -3499890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3499888.250000 Penalty: 5190.661621
	Iteration 104Q: 3 clusters Score -3499888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3499888.250000 Penalty: 5190.661621
	Iteration 105F: 3 clusters Score -3499888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -599643.875000 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -599643.9 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 3080 members 
Entering Unmasked Estep 
Score: -594379.437500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -594379.4 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -595667.937500 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -595667.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -595905.562500 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -595905.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -596062.687500 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -596062.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -596179.875000 Penalty: 4326.399414
	Iteration 4Q: 3 clusters Score -596179.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -596266.062500 Penalty: 4326.399414
	Iteration 5Q: 3 clusters Score -596266.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -596325.687500 Penalty: 4326.399414
	Iteration 6Q: 3 clusters Score -596325.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -596368.875000 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -596368.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -596407.937500 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -596407.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -596451.250000 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -596451.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -596483.187500 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -596483.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -596506.562500 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -596506.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -596530.875000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -596530.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -596559.625000 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -596559.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -596585.937500 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -596585.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -596612.937500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -596612.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -596641.187500 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -596641.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -596668.875000 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -596668.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -596690.437500 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -596690.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -596718.500000 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -596718.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -596740.250000 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -596740.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -596766.062500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -596766.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -596799.312500 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -596799.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -596828.062500 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -596828.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -596859.000000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -596859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -596881.000000 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -596881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -596901.375000 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -596901.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -596918.437500 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -596918.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -596944.687500 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -596944.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -596970.875000 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -596970.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -597008.250000 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -597008.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -597038.750000 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -597038.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -597064.750000 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -597064.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -597092.625000 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -597092.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -597113.187500 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -597113.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -597135.375000 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -597135.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -597168.750000 Penalty: 4326.399414
	Iteration 36Q: 3 clusters Score -597168.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -597194.250000 Penalty: 4326.399414
	Iteration 37Q: 3 clusters Score -597194.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -597219.375000 Penalty: 4326.399414
	Iteration 38Q: 3 clusters Score -597219.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -597247.687500 Penalty: 4326.399414
	Iteration 39Q: 3 clusters Score -597247.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -597279.312500 Penalty: 4326.399414
	Iteration 40F: 3 clusters Score -597279.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -597311.125000 Penalty: 4326.399414
	Iteration 41Q: 3 clusters Score -597311.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -597340.812500 Penalty: 4326.399414
	Iteration 42Q: 3 clusters Score -597340.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -597371.937500 Penalty: 4326.399414
	Iteration 43Q: 3 clusters Score -597371.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -597416.937500 Penalty: 4326.399414
	Iteration 44Q: 3 clusters Score -597416.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -597456.687500 Penalty: 4326.399414
	Iteration 45Q: 3 clusters Score -597456.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -597494.687500 Penalty: 4326.399414
	Iteration 46Q: 3 clusters Score -597494.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -597525.187500 Penalty: 4326.399414
	Iteration 47Q: 3 clusters Score -597525.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -597566.812500 Penalty: 4326.399414
	Iteration 48Q: 3 clusters Score -597566.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -597587.187500 Penalty: 4326.399414
	Iteration 49Q: 3 clusters Score -597587.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -597606.500000 Penalty: 4326.399414
	Iteration 50Q: 3 clusters Score -597606.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -597625.375000 Penalty: 4326.399414
	Iteration 51Q: 3 clusters Score -597625.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -597637.687500 Penalty: 4326.399414
	Iteration 52Q: 3 clusters Score -597637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -597651.312500 Penalty: 4326.399414
	Iteration 53Q: 3 clusters Score -597651.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -597661.250000 Penalty: 4326.399414
	Iteration 54Q: 3 clusters Score -597661.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -597674.312500 Penalty: 4326.399414
	Iteration 55Q: 3 clusters Score -597674.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -597690.375000 Penalty: 4326.399414
	Iteration 56Q: 3 clusters Score -597690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -597703.000000 Penalty: 4326.399414
	Iteration 57Q: 3 clusters Score -597703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -597712.062500 Penalty: 4326.399414
	Iteration 58Q: 3 clusters Score -597712.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -597721.562500 Penalty: 4326.399414
	Iteration 59Q: 3 clusters Score -597721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -597727.625000 Penalty: 4326.399414
	Iteration 60F: 3 clusters Score -597727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -597731.500000 Penalty: 4326.399414
	Iteration 61Q: 3 clusters Score -597731.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -597734.875000 Penalty: 4326.399414
	Iteration 62Q: 3 clusters Score -597734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -597736.250000 Penalty: 4326.399414
	Iteration 63Q: 3 clusters Score -597736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -597736.250000 Penalty: 4326.399414
	Iteration 64F: 3 clusters Score -597736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1009090.375000 Penalty: 2288.734863
	Iteration 0F: 2 clusters Score -1009090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1001349.375000 Penalty: 4577.469727
	Iteration 0F: 3 clusters Score -1001349 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1003553.437500 Penalty: 4577.469727
	Iteration 1F: 3 clusters Score -1003553 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1003862.875000 Penalty: 4577.469727
	Iteration 2F: 3 clusters Score -1003863 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1004193.125000 Penalty: 4577.469727
	Iteration 3F: 3 clusters Score -1004193 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1004678.625000 Penalty: 4577.469727
	Iteration 4F: 3 clusters Score -1004679 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1005461.875000 Penalty: 4577.469727
	Iteration 5F: 3 clusters Score -1005462 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1006611.750000 Penalty: 4577.469727
	Iteration 6F: 3 clusters Score -1006612 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1007766.250000 Penalty: 4577.469727
	Iteration 7F: 3 clusters Score -1007766 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1008550.187500 Penalty: 4577.469727
	Iteration 8F: 3 clusters Score -1008550 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1009051.687500 Penalty: 4577.469727
	Iteration 9Q: 3 clusters Score -1009052 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1009400.500000 Penalty: 4577.469727
	Iteration 10Q: 3 clusters Score -1009400 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1009713.187500 Penalty: 4577.469727
	Iteration 11Q: 3 clusters Score -1009713 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1009941.500000 Penalty: 4577.469727
	Iteration 12Q: 3 clusters Score -1009942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1010078.500000 Penalty: 4577.469727
	Iteration 13Q: 3 clusters Score -1010078 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1010179.375000 Penalty: 4577.469727
	Iteration 14Q: 3 clusters Score -1010179 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1010242.500000 Penalty: 4577.469727
	Iteration 15Q: 3 clusters Score -1010242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1010288.375000 Penalty: 4577.469727
	Iteration 16Q: 3 clusters Score -1010288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1010308.750000 Penalty: 4577.469727
	Iteration 17Q: 3 clusters Score -1010309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1010316.250000 Penalty: 4577.469727
	Iteration 18Q: 3 clusters Score -1010316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1010322.687500 Penalty: 4577.469727
	Iteration 19Q: 3 clusters Score -1010323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1010327.375000 Penalty: 4577.469727
	Iteration 20F: 3 clusters Score -1010327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1010329.562500 Penalty: 4577.469727
	Iteration 21Q: 3 clusters Score -1010330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1010330.500000 Penalty: 4577.469727
	Iteration 22Q: 3 clusters Score -1010330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1010329.562500 Penalty: 4577.469727
	Iteration 23Q: 3 clusters Score -1010330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1010332.625000 Penalty: 4577.469727
	Iteration 24Q: 3 clusters Score -1010333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1010335.250000 Penalty: 4577.469727
	Iteration 25Q: 3 clusters Score -1010335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1010333.750000 Penalty: 4577.469727
	Iteration 26Q: 3 clusters Score -1010334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1010333.937500 Penalty: 4577.469727
	Iteration 27Q: 3 clusters Score -1010334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1010334.750000 Penalty: 4577.469727
	Iteration 28Q: 3 clusters Score -1010335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1010335.375000 Penalty: 4577.469727
	Iteration 29Q: 3 clusters Score -1010335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1010334.562500 Penalty: 4577.469727
	Iteration 30Q: 3 clusters Score -1010335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1010337.562500 Penalty: 4577.469727
	Iteration 31Q: 3 clusters Score -1010338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1010337.250000 Penalty: 4577.469727
	Iteration 32Q: 3 clusters Score -1010337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1010337.250000 Penalty: 4577.469727
	Iteration 33Q: 3 clusters Score -1010337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1010337.500000 Penalty: 4577.469727
	Iteration 34Q: 3 clusters Score -1010338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1010337.875000 Penalty: 4577.469727
	Iteration 35Q: 3 clusters Score -1010338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1010338.875000 Penalty: 4577.469727
	Iteration 36Q: 3 clusters Score -1010339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1010339.125000 Penalty: 4577.469727
	Iteration 37Q: 3 clusters Score -1010339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1010339.875000 Penalty: 4577.469727
	Iteration 38Q: 3 clusters Score -1010340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1010339.125000 Penalty: 4577.469727
	Iteration 39Q: 3 clusters Score -1010339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1010341.250000 Penalty: 4577.469727
	Iteration 40F: 3 clusters Score -1010341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1010342.625000 Penalty: 4577.469727
	Iteration 41Q: 3 clusters Score -1010343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1010342.250000 Penalty: 4577.469727
	Iteration 42Q: 3 clusters Score -1010342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1010341.187500 Penalty: 4577.469727
	Iteration 43Q: 3 clusters Score -1010341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1010341.250000 Penalty: 4577.469727
	Iteration 44Q: 3 clusters Score -1010341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1010341.250000 Penalty: 4577.469727
	Iteration 45F: 3 clusters Score -1010341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14728 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15720 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24737 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 35068 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 14961 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 3463 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 96782 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6566 members 
Mstep: Class 39 contains 24692 members 
Mstep: Class 40 contains 5090 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15881 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6379 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 26552 members 
Mstep: Class 50 contains 5075 members 
Entering Unmasked Estep 
Score: -58958944.000000 Penalty: 165509.984375
Splitting cluster 22 changes total score from -58958660.000000 to -58958944.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 23 (14961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Entering Unmasked Estep 
Score: -1328221.000000 Penalty: 2384.074219
	Iteration 0F: 2 clusters Score -1328221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1317378.000000 Penalty: 4768.148438
	Iteration 0F: 3 clusters Score -1317378 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1321105.875000 Penalty: 4768.148438
	Iteration 1F: 3 clusters Score -1321106 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1321722.000000 Penalty: 4768.148438
	Iteration 2F: 3 clusters Score -1321722 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1322385.500000 Penalty: 4768.148438
	Iteration 3F: 3 clusters Score -1322386 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1323078.500000 Penalty: 4768.148438
	Iteration 4F: 3 clusters Score -1323078 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1323793.875000 Penalty: 4768.148438
	Iteration 5F: 3 clusters Score -1323794 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1324411.875000 Penalty: 4768.148438
	Iteration 6F: 3 clusters Score -1324412 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1324954.625000 Penalty: 4768.148438
	Iteration 7F: 3 clusters Score -1324955 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1325405.500000 Penalty: 4768.148438
	Iteration 8Q: 3 clusters Score -1325406 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1325721.500000 Penalty: 4768.148438
	Iteration 9Q: 3 clusters Score -1325722 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1325967.250000 Penalty: 4768.148438
	Iteration 10Q: 3 clusters Score -1325967 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1326131.625000 Penalty: 4768.148438
	Iteration 11Q: 3 clusters Score -1326132 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1326246.625000 Penalty: 4768.148438
	Iteration 12Q: 3 clusters Score -1326247 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1326335.000000 Penalty: 4768.148438
	Iteration 13Q: 3 clusters Score -1326335 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1326390.875000 Penalty: 4768.148438
	Iteration 14Q: 3 clusters Score -1326391 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1326441.125000 Penalty: 4768.148438
	Iteration 15Q: 3 clusters Score -1326441 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1326467.250000 Penalty: 4768.148438
	Iteration 16Q: 3 clusters Score -1326467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1326495.500000 Penalty: 4768.148438
	Iteration 17Q: 3 clusters Score -1326496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1326513.125000 Penalty: 4768.148438
	Iteration 18Q: 3 clusters Score -1326513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1326529.500000 Penalty: 4768.148438
	Iteration 19Q: 3 clusters Score -1326530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1326544.000000 Penalty: 4768.148438
	Iteration 20F: 3 clusters Score -1326544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1326555.625000 Penalty: 4768.148438
	Iteration 21Q: 3 clusters Score -1326556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1326571.000000 Penalty: 4768.148438
	Iteration 22Q: 3 clusters Score -1326571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1326584.000000 Penalty: 4768.148438
	Iteration 23Q: 3 clusters Score -1326584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1326597.875000 Penalty: 4768.148438
	Iteration 24Q: 3 clusters Score -1326598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1326609.875000 Penalty: 4768.148438
	Iteration 25Q: 3 clusters Score -1326610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1326620.500000 Penalty: 4768.148438
	Iteration 26Q: 3 clusters Score -1326620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1326631.250000 Penalty: 4768.148438
	Iteration 27Q: 3 clusters Score -1326631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1326643.875000 Penalty: 4768.148438
	Iteration 28Q: 3 clusters Score -1326644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1326651.500000 Penalty: 4768.148438
	Iteration 29Q: 3 clusters Score -1326652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1326667.875000 Penalty: 4768.148438
	Iteration 30Q: 3 clusters Score -1326668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1326678.125000 Penalty: 4768.148438
	Iteration 31Q: 3 clusters Score -1326678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1326691.125000 Penalty: 4768.148438
	Iteration 32Q: 3 clusters Score -1326691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1326711.125000 Penalty: 4768.148438
	Iteration 33Q: 3 clusters Score -1326711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1326726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1326731.000000 Penalty: 4768.148438
	Iteration 35Q: 3 clusters Score -1326731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1326738.250000 Penalty: 4768.148438
	Iteration 36Q: 3 clusters Score -1326738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1326748.750000 Penalty: 4768.148438
	Iteration 37Q: 3 clusters Score -1326749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1326762.250000 Penalty: 4768.148438
	Iteration 38Q: 3 clusters Score -1326762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1326770.250000 Penalty: 4768.148438
	Iteration 39Q: 3 clusters Score -1326770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1326782.500000 Penalty: 4768.148438
	Iteration 40F: 3 clusters Score -1326782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1326796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1326808.250000 Penalty: 4768.148438
	Iteration 42Q: 3 clusters Score -1326808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1326818.875000 Penalty: 4768.148438
	Iteration 43Q: 3 clusters Score -1326819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1326829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1326839.875000 Penalty: 4768.148438
	Iteration 45Q: 3 clusters Score -1326840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1326841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1326850.250000 Penalty: 4768.148438
	Iteration 47Q: 3 clusters Score -1326850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1326853.000000 Penalty: 4768.148438
	Iteration 48Q: 3 clusters Score -1326853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1326860.000000 Penalty: 4768.148438
	Iteration 49Q: 3 clusters Score -1326860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1326868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1326869.250000 Penalty: 4768.148438
	Iteration 51Q: 3 clusters Score -1326869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1326875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1326884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1326890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1326892.750000 Penalty: 4768.148438
	Iteration 55Q: 3 clusters Score -1326893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1326891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1326896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1326899.875000 Penalty: 4768.148438
	Iteration 58Q: 3 clusters Score -1326900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1326900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1326909.875000 Penalty: 4768.148438
	Iteration 60F: 3 clusters Score -1326910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1326913.000000 Penalty: 4768.148438
	Iteration 61Q: 3 clusters Score -1326913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1326922.250000 Penalty: 4768.148438
	Iteration 62Q: 3 clusters Score -1326922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1326930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1326933.000000 Penalty: 4768.148438
	Iteration 64Q: 3 clusters Score -1326933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1326931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1326936.000000 Penalty: 4768.148438
	Iteration 66Q: 3 clusters Score -1326936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1326940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1326945.875000 Penalty: 4768.148438
	Iteration 68Q: 3 clusters Score -1326946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1326948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1326948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1326962.875000 Penalty: 4768.148438
	Iteration 71Q: 3 clusters Score -1326963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1326958.750000 Penalty: 4768.148438
	Iteration 72Q: 3 clusters Score -1326959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1326964.625000 Penalty: 4768.148438
	Iteration 73Q: 3 clusters Score -1326965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1326966.625000 Penalty: 4768.148438
	Iteration 74Q: 3 clusters Score -1326967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1326974.875000 Penalty: 4768.148438
	Iteration 75Q: 3 clusters Score -1326975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1326980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1326987.250000 Penalty: 4768.148438
	Iteration 77Q: 3 clusters Score -1326987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1326989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1326994.750000 Penalty: 4768.148438
	Iteration 79Q: 3 clusters Score -1326995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1327007.750000 Penalty: 4768.148438
	Iteration 80F: 3 clusters Score -1327008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1327015.375000 Penalty: 4768.148438
	Iteration 81Q: 3 clusters Score -1327015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1327018.250000 Penalty: 4768.148438
	Iteration 82Q: 3 clusters Score -1327018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1327016.875000 Penalty: 4768.148438
	Iteration 83Q: 3 clusters Score -1327017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1327020.750000 Penalty: 4768.148438
	Iteration 84Q: 3 clusters Score -1327021 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1327024.375000 Penalty: 4768.148438
	Iteration 85Q: 3 clusters Score -1327024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1327031.125000 Penalty: 4768.148438
	Iteration 86Q: 3 clusters Score -1327031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1327036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1327042.750000 Penalty: 4768.148438
	Iteration 88Q: 3 clusters Score -1327043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1327047.625000 Penalty: 4768.148438
	Iteration 89Q: 3 clusters Score -1327048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1327057.750000 Penalty: 4768.148438
	Iteration 90Q: 3 clusters Score -1327058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1327064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1327070.875000 Penalty: 4768.148438
	Iteration 92Q: 3 clusters Score -1327071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1327081.500000 Penalty: 4768.148438
	Iteration 93Q: 3 clusters Score -1327082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1327085.625000 Penalty: 4768.148438
	Iteration 94Q: 3 clusters Score -1327086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1327087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1327095.250000 Penalty: 4768.148438
	Iteration 96Q: 3 clusters Score -1327095 nChanged 34
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1327096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1327104.250000 Penalty: 4768.148438
	Iteration 98Q: 3 clusters Score -1327104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1327106.375000 Penalty: 4768.148438
	Iteration 99Q: 3 clusters Score -1327106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1327113.375000 Penalty: 4768.148438
	Iteration 100F: 3 clusters Score -1327113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1327116.750000 Penalty: 4768.148438
	Iteration 101Q: 3 clusters Score -1327117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1327121.125000 Penalty: 4768.148438
	Iteration 102Q: 3 clusters Score -1327121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1327122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1327128.375000 Penalty: 4768.148438
	Iteration 104Q: 3 clusters Score -1327128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1327125.750000 Penalty: 4768.148438
	Iteration 105Q: 3 clusters Score -1327126 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1327126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1327127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1327128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1327130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1327130 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1327130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1327130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1327130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1327132.375000 Penalty: 4768.148438
	Iteration 114Q: 3 clusters Score -1327132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
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Entering Unmasked Estep 
Score: -1327134.250000 Penalty: 4768.148438
	Iteration 115Q: 3 clusters Score -1327134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1327132.875000 Penalty: 4768.148438
	Iteration 116Q: 3 clusters Score -1327133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1327134.625000 Penalty: 4768.148438
	Iteration 117Q: 3 clusters Score -1327135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1327133.625000 Penalty: 4768.148438
	Iteration 118Q: 3 clusters Score -1327134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1327136.875000 Penalty: 4768.148438
	Iteration 119Q: 3 clusters Score -1327137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1327136.000000 Penalty: 4768.148438
	Iteration 120F: 3 clusters Score -1327136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1327136.250000 Penalty: 4768.148438
	Iteration 121Q: 3 clusters Score -1327136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1327136.500000 Penalty: 4768.148438
	Iteration 122Q: 3 clusters Score -1327136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1327136.750000 Penalty: 4768.148438
	Iteration 123Q: 3 clusters Score -1327137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1327137.625000 Penalty: 4768.148438
	Iteration 124Q: 3 clusters Score -1327138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1327137.625000 Penalty: 4768.148438
	Iteration 125F: 3 clusters Score -1327138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -398248.687500 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -398248.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -394206.437500 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -394206.4 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -395085.406250 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -395085.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -395342.000000 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -395342 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -395551.781250 Penalty: 4151.562012
	Iteration 3F: 3 clusters Score -395551.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -395725.343750 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -395725.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -395909.750000 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -395909.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -396082.343750 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -396082.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -396237.250000 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -396237.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -396376.625000 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -396376.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -396523.406250 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -396523.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -396677.562500 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -396677.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -396807.093750 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -396807.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -396914.125000 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -396914.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -397006.000000 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -397006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -397077.625000 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -397077.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -397132.843750 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -397132.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -397177.062500 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -397177.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -397202.781250 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -397202.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -397220.875000 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -397220.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -397229.656250 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -397229.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -397235.718750 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -397235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -397241.625000 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -397241.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -397247.312500 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -397247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -397256.500000 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -397256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -397259.531250 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -397259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -397261.218750 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -397261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397264.500000 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -397264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -397265.687500 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -397265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -397266.437500 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -397266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -397266.875000 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -397266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -397267.218750 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -397267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -397268.781250 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -397268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -397268.906250 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -397268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -397268.906250 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -397268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -397268.906250 Penalty: 4151.562012
	Iteration 34F: 3 clusters Score -397268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Entering Unmasked Estep 
Score: -898951.625000 Penalty: 2264.695801
	Iteration 0F: 2 clusters Score -898951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -891739.125000 Penalty: 4529.391602
	Iteration 0F: 3 clusters Score -891739.1 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -893785.937500 Penalty: 4529.391602
	Iteration 1F: 3 clusters Score -893785.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -894158.062500 Penalty: 4529.391602
	Iteration 2F: 3 clusters Score -894158.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -894486.125000 Penalty: 4529.391602
	Iteration 3F: 3 clusters Score -894486.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -894797.500000 Penalty: 4529.391602
	Iteration 4F: 3 clusters Score -894797.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -895077.750000 Penalty: 4529.391602
	Iteration 5Q: 3 clusters Score -895077.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -895393.375000 Penalty: 4529.391602
	Iteration 6Q: 3 clusters Score -895393.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -895698.625000 Penalty: 4529.391602
	Iteration 7Q: 3 clusters Score -895698.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -896011.437500 Penalty: 4529.391602
	Iteration 8Q: 3 clusters Score -896011.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -896337.625000 Penalty: 4529.391602
	Iteration 9Q: 3 clusters Score -896337.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -896668.562500 Penalty: 4529.391602
	Iteration 10Q: 3 clusters Score -896668.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -897001.750000 Penalty: 4529.391602
	Iteration 11Q: 3 clusters Score -897001.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -897300.312500 Penalty: 4529.391602
	Iteration 12Q: 3 clusters Score -897300.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -897554.875000 Penalty: 4529.391602
	Iteration 13Q: 3 clusters Score -897554.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -897754.062500 Penalty: 4529.391602
	Iteration 14Q: 3 clusters Score -897754.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -897903.625000 Penalty: 4529.391602
	Iteration 15Q: 3 clusters Score -897903.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -898000.375000 Penalty: 4529.391602
	Iteration 16Q: 3 clusters Score -898000.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -898056.812500 Penalty: 4529.391602
	Iteration 17Q: 3 clusters Score -898056.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -898090.375000 Penalty: 4529.391602
	Iteration 18Q: 3 clusters Score -898090.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -898119.500000 Penalty: 4529.391602
	Iteration 19Q: 3 clusters Score -898119.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -898142.437500 Penalty: 4529.391602
	Iteration 20F: 3 clusters Score -898142.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -898159.000000 Penalty: 4529.391602
	Iteration 21Q: 3 clusters Score -898159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -898171.500000 Penalty: 4529.391602
	Iteration 22Q: 3 clusters Score -898171.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -898181.250000 Penalty: 4529.391602
	Iteration 23Q: 3 clusters Score -898181.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -898190.062500 Penalty: 4529.391602
	Iteration 24Q: 3 clusters Score -898190.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -898195.375000 Penalty: 4529.391602
	Iteration 25Q: 3 clusters Score -898195.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -898200.500000 Penalty: 4529.391602
	Iteration 26Q: 3 clusters Score -898200.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -898202.000000 Penalty: 4529.391602
	Iteration 27Q: 3 clusters Score -898202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -898205.000000 Penalty: 4529.391602
	Iteration 28Q: 3 clusters Score -898205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -898206.312500 Penalty: 4529.391602
	Iteration 29Q: 3 clusters Score -898206.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -898207.562500 Penalty: 4529.391602
	Iteration 30Q: 3 clusters Score -898207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -898207.750000 Penalty: 4529.391602
	Iteration 31Q: 3 clusters Score -898207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -898212.562500 Penalty: 4529.391602
	Iteration 32Q: 3 clusters Score -898212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -898212.750000 Penalty: 4529.391602
	Iteration 33Q: 3 clusters Score -898212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -898211.437500 Penalty: 4529.391602
	Iteration 34Q: 3 clusters Score -898211.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -898214.562500 Penalty: 4529.391602
	Iteration 35Q: 3 clusters Score -898214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -898215.375000 Penalty: 4529.391602
	Iteration 36Q: 3 clusters Score -898215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -898214.062500 Penalty: 4529.391602
	Iteration 37Q: 3 clusters Score -898214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -898214.062500 Penalty: 4529.391602
	Iteration 38F: 3 clusters Score -898214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Entering Unmasked Estep 
Score: -3033890.250000 Penalty: 2559.782471
	Iteration 0F: 2 clusters Score -3033890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3013076.750000 Penalty: 5119.564941
	Iteration 0F: 3 clusters Score -3013077 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3020604.750000 Penalty: 5119.564941
	Iteration 1F: 3 clusters Score -3020605 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3021217.750000 Penalty: 5119.564941
	Iteration 2F: 3 clusters Score -3021218 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3021813.250000 Penalty: 5119.564941
	Iteration 3Q: 3 clusters Score -3021813 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3022525.750000 Penalty: 5119.564941
	Iteration 4F: 3 clusters Score -3022526 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3023477.250000 Penalty: 5119.564941
	Iteration 5F: 3 clusters Score -3023477 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3024655.750000 Penalty: 5119.564941
	Iteration 6F: 3 clusters Score -3024656 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3026118.000000 Penalty: 5119.564941
	Iteration 7F: 3 clusters Score -3026118 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3027700.750000 Penalty: 5119.564941
	Iteration 8F: 3 clusters Score -3027701 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3029138.250000 Penalty: 5119.564941
	Iteration 9F: 3 clusters Score -3029138 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3030229.750000 Penalty: 5119.564941
	Iteration 10Q: 3 clusters Score -3030230 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3030884.750000 Penalty: 5119.564941
	Iteration 11Q: 3 clusters Score -3030885 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3031241.500000 Penalty: 5119.564941
	Iteration 12Q: 3 clusters Score -3031242 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3031441.000000 Penalty: 5119.564941
	Iteration 13Q: 3 clusters Score -3031441 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3031574.250000 Penalty: 5119.564941
	Iteration 14Q: 3 clusters Score -3031574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3031657.500000 Penalty: 5119.564941
	Iteration 15Q: 3 clusters Score -3031658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3031693.750000 Penalty: 5119.564941
	Iteration 16Q: 3 clusters Score -3031694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3031718.500000 Penalty: 5119.564941
	Iteration 17Q: 3 clusters Score -3031718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3031759.500000 Penalty: 5119.564941
	Iteration 18Q: 3 clusters Score -3031760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3031770.000000 Penalty: 5119.564941
	Iteration 19Q: 3 clusters Score -3031770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3031805.500000 Penalty: 5119.564941
	Iteration 20F: 3 clusters Score -3031806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3031845.500000 Penalty: 5119.564941
	Iteration 21Q: 3 clusters Score -3031846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3031865.500000 Penalty: 5119.564941
	Iteration 22Q: 3 clusters Score -3031866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3031865.250000 Penalty: 5119.564941
	Iteration 23Q: 3 clusters Score -3031865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3031873.250000 Penalty: 5119.564941
	Iteration 24Q: 3 clusters Score -3031873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3031872.250000 Penalty: 5119.564941
	Iteration 25Q: 3 clusters Score -3031872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3031882.750000 Penalty: 5119.564941
	Iteration 26Q: 3 clusters Score -3031883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3031879.500000 Penalty: 5119.564941
	Iteration 27Q: 3 clusters Score -3031880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3031885.500000 Penalty: 5119.564941
	Iteration 28Q: 3 clusters Score -3031886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3031892.500000 Penalty: 5119.564941
	Iteration 29Q: 3 clusters Score -3031892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3031897.500000 Penalty: 5119.564941
	Iteration 30Q: 3 clusters Score -3031898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3031897.750000 Penalty: 5119.564941
	Iteration 31Q: 3 clusters Score -3031898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3031893.500000 Penalty: 5119.564941
	Iteration 32Q: 3 clusters Score -3031894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3031905.750000 Penalty: 5119.564941
	Iteration 33Q: 3 clusters Score -3031906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3031908.750000 Penalty: 5119.564941
	Iteration 34Q: 3 clusters Score -3031909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3031909.500000 Penalty: 5119.564941
	Iteration 35Q: 3 clusters Score -3031910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3031908.750000 Penalty: 5119.564941
	Iteration 36Q: 3 clusters Score -3031909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3031912.500000 Penalty: 5119.564941
	Iteration 37Q: 3 clusters Score -3031912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3031913.000000 Penalty: 5119.564941
	Iteration 38Q: 3 clusters Score -3031913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3031910.250000 Penalty: 5119.564941
	Iteration 39Q: 3 clusters Score -3031910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3031911.000000 Penalty: 5119.564941
	Iteration 40F: 3 clusters Score -3031911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -101208.960938 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -101209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99219.054688 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -99219.05 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99496.835938 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -99496.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99562.195312 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -99562.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99592.898438 Penalty: 3464.419434
	Iteration 3Q: 3 clusters Score -99592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99602.015625 Penalty: 3464.419434
	Iteration 4Q: 3 clusters Score -99602.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99604.398438 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -99604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99606.093750 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -99606.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99607.140625 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -99607.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99609.539062 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -99609.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99610.828125 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -99610.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99611.367188 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -99611.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99611.742188 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -99611.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99612.906250 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -99612.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99614.054688 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -99614.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99615.226562 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -99615.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99615.226562 Penalty: 3464.419434
	Iteration 15F: 3 clusters Score -99615.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -212518.640625 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -212518.6 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 1354 members 
Entering Unmasked Estep 
Score: -209458.796875 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -209458.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -210272.750000 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -210272.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -210651.734375 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -210651.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -210943.812500 Penalty: 3927.459473
	Iteration 3F: 3 clusters Score -210943.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -211195.703125 Penalty: 3927.459473
	Iteration 4F: 3 clusters Score -211195.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -211359.843750 Penalty: 3927.459473
	Iteration 5F: 3 clusters Score -211359.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -211494.546875 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -211494.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -211615.140625 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -211615.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -211692.250000 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -211692.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -211735.609375 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -211735.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -211758.640625 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -211758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -211770.218750 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -211770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -211779.750000 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -211779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -211786.890625 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -211786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -211792.890625 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -211792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -211800.734375 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -211800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -211813.437500 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -211813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -211824.828125 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -211824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -211832.843750 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -211832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -211837.593750 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -211837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -211841.765625 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -211841.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -211847.859375 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -211847.9 nChanged 11
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: -211852.531250 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -211852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -211853.656250 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -211853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -211853.953125 Penalty: 3927.459473
	Iteration 24Q: 3 clusters Score -211854 nChanged 4
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: -211855.625000 Penalty: 3927.459473
	Iteration 25Q: 3 clusters Score -211855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -211855.406250 Penalty: 3927.459473
	Iteration 26Q: 3 clusters Score -211855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -211856.171875 Penalty: 3927.459473
	Iteration 27Q: 3 clusters Score -211856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -211856.171875 Penalty: 3927.459473
	Iteration 28F: 3 clusters Score -211856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -131150.531250 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -131150.5 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 715 members 
Entering Unmasked Estep 
Score: -128909.781250 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -128909.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -129227.273438 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -129227.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129319.710938 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -129319.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129370.679688 Penalty: 3588.509766
	Iteration 3Q: 3 clusters Score -129370.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -129404.671875 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -129404.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -129420.421875 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -129420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129430.789062 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -129430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -129443.367188 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -129443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -129452.140625 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -129452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -129455.015625 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -129455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129459.320312 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -129459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129463.484375 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -129463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129467.679688 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -129467.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -129472.335938 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -129472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129473.453125 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -129473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -129474.109375 Penalty: 3588.509766
	Iteration 15Q: 3 clusters Score -129474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -129476.351562 Penalty: 3588.509766
	Iteration 16Q: 3 clusters Score -129476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -129478.617188 Penalty: 3588.509766
	Iteration 17Q: 3 clusters Score -129478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129479.273438 Penalty: 3588.509766
	Iteration 18Q: 3 clusters Score -129479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129479.273438 Penalty: 3588.509766
	Iteration 19F: 3 clusters Score -129479.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -289877.218750 Penalty: 1973.640381
	Iteration 0F: 2 clusters Score -289877.2 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 1417 members 
Entering Unmasked Estep 
Score: -286736.437500 Penalty: 3947.280762
	Iteration 0F: 3 clusters Score -286736.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -287338.562500 Penalty: 3947.280762
	Iteration 1F: 3 clusters Score -287338.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287465.531250 Penalty: 3947.280762
	Iteration 2F: 3 clusters Score -287465.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -287545.156250 Penalty: 3947.280762
	Iteration 3Q: 3 clusters Score -287545.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -287600.687500 Penalty: 3947.280762
	Iteration 4Q: 3 clusters Score -287600.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287645.750000 Penalty: 3947.280762
	Iteration 5Q: 3 clusters Score -287645.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -287676.687500 Penalty: 3947.280762
	Iteration 6Q: 3 clusters Score -287676.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -287703.250000 Penalty: 3947.280762
	Iteration 7Q: 3 clusters Score -287703.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -287725.406250 Penalty: 3947.280762
	Iteration 8Q: 3 clusters Score -287725.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -287750.437500 Penalty: 3947.280762
	Iteration 9Q: 3 clusters Score -287750.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -287771.437500 Penalty: 3947.280762
	Iteration 10Q: 3 clusters Score -287771.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -287791.593750 Penalty: 3947.280762
	Iteration 11Q: 3 clusters Score -287791.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -287819.531250 Penalty: 3947.280762
	Iteration 12Q: 3 clusters Score -287819.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -287851.968750 Penalty: 3947.280762
	Iteration 13Q: 3 clusters Score -287852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -287875.031250 Penalty: 3947.280762
	Iteration 14Q: 3 clusters Score -287875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -287889.625000 Penalty: 3947.280762
	Iteration 15Q: 3 clusters Score -287889.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287913.750000 Penalty: 3947.280762
	Iteration 16Q: 3 clusters Score -287913.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -287934.000000 Penalty: 3947.280762
	Iteration 17Q: 3 clusters Score -287934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -287964.218750 Penalty: 3947.280762
	Iteration 18Q: 3 clusters Score -287964.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -287989.156250 Penalty: 3947.280762
	Iteration 19Q: 3 clusters Score -287989.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -288006.000000 Penalty: 3947.280762
	Iteration 20F: 3 clusters Score -288006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -288022.156250 Penalty: 3947.280762
	Iteration 21Q: 3 clusters Score -288022.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -288032.093750 Penalty: 3947.280762
	Iteration 22Q: 3 clusters Score -288032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -288037.718750 Penalty: 3947.280762
	Iteration 23Q: 3 clusters Score -288037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -288047.125000 Penalty: 3947.280762
	Iteration 24Q: 3 clusters Score -288047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -288057.843750 Penalty: 3947.280762
	Iteration 25Q: 3 clusters Score -288057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -288068.968750 Penalty: 3947.280762
	Iteration 26Q: 3 clusters Score -288069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -288075.531250 Penalty: 3947.280762
	Iteration 27Q: 3 clusters Score -288075.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -288083.500000 Penalty: 3947.280762
	Iteration 28Q: 3 clusters Score -288083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288087.437500 Penalty: 3947.280762
	Iteration 29Q: 3 clusters Score -288087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -288091.343750 Penalty: 3947.280762
	Iteration 30Q: 3 clusters Score -288091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -288094.875000 Penalty: 3947.280762
	Iteration 31Q: 3 clusters Score -288094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -288099.875000 Penalty: 3947.280762
	Iteration 32Q: 3 clusters Score -288099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -288102.406250 Penalty: 3947.280762
	Iteration 33Q: 3 clusters Score -288102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288106.250000 Penalty: 3947.280762
	Iteration 34Q: 3 clusters Score -288106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -288113.500000 Penalty: 3947.280762
	Iteration 35Q: 3 clusters Score -288113.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288120.187500 Penalty: 3947.280762
	Iteration 36Q: 3 clusters Score -288120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -288124.968750 Penalty: 3947.280762
	Iteration 37Q: 3 clusters Score -288125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -288127.843750 Penalty: 3947.280762
	Iteration 38Q: 3 clusters Score -288127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -288132.593750 Penalty: 3947.280762
	Iteration 39Q: 3 clusters Score -288132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -288134.093750 Penalty: 3947.280762
	Iteration 40F: 3 clusters Score -288134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -288136.906250 Penalty: 3947.280762
	Iteration 41Q: 3 clusters Score -288136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -288139.625000 Penalty: 3947.280762
	Iteration 42Q: 3 clusters Score -288139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -288142.937500 Penalty: 3947.280762
	Iteration 43Q: 3 clusters Score -288142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -288144.843750 Penalty: 3947.280762
	Iteration 44Q: 3 clusters Score -288144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -288147.250000 Penalty: 3947.280762
	Iteration 45Q: 3 clusters Score -288147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -288149.250000 Penalty: 3947.280762
	Iteration 46Q: 3 clusters Score -288149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -288150.406250 Penalty: 3947.280762
	Iteration 47Q: 3 clusters Score -288150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -288151.937500 Penalty: 3947.280762
	Iteration 48Q: 3 clusters Score -288151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -288152.406250 Penalty: 3947.280762
	Iteration 49Q: 3 clusters Score -288152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -288152.406250 Penalty: 3947.280762
	Iteration 50F: 3 clusters Score -288152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Entering Unmasked Estep 
Score: -996543.250000 Penalty: 2278.875488
	Iteration 0F: 2 clusters Score -996543.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -988977.375000 Penalty: 4557.750977
	Iteration 0F: 3 clusters Score -988977.4 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -991205.500000 Penalty: 4557.750977
	Iteration 1F: 3 clusters Score -991205.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -991616.937500 Penalty: 4557.750977
	Iteration 2F: 3 clusters Score -991616.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -991996.062500 Penalty: 4557.750977
	Iteration 3F: 3 clusters Score -991996.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -992454.750000 Penalty: 4557.750977
	Iteration 4F: 3 clusters Score -992454.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -992941.437500 Penalty: 4557.750977
	Iteration 5F: 3 clusters Score -992941.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -993406.625000 Penalty: 4557.750977
	Iteration 6F: 3 clusters Score -993406.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -993791.187500 Penalty: 4557.750977
	Iteration 7F: 3 clusters Score -993791.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -994029.500000 Penalty: 4557.750977
	Iteration 8Q: 3 clusters Score -994029.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -994185.687500 Penalty: 4557.750977
	Iteration 9Q: 3 clusters Score -994185.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -994283.687500 Penalty: 4557.750977
	Iteration 10Q: 3 clusters Score -994283.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -994350.937500 Penalty: 4557.750977
	Iteration 11Q: 3 clusters Score -994350.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -994406.437500 Penalty: 4557.750977
	Iteration 12Q: 3 clusters Score -994406.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -994440.187500 Penalty: 4557.750977
	Iteration 13Q: 3 clusters Score -994440.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -994466.750000 Penalty: 4557.750977
	Iteration 14Q: 3 clusters Score -994466.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -994491.000000 Penalty: 4557.750977
	Iteration 15Q: 3 clusters Score -994491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -994518.187500 Penalty: 4557.750977
	Iteration 16Q: 3 clusters Score -994518.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -994541.312500 Penalty: 4557.750977
	Iteration 17Q: 3 clusters Score -994541.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -994564.937500 Penalty: 4557.750977
	Iteration 18Q: 3 clusters Score -994564.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -994587.250000 Penalty: 4557.750977
	Iteration 19Q: 3 clusters Score -994587.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -994597.750000 Penalty: 4557.750977
	Iteration 20F: 3 clusters Score -994597.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -994609.125000 Penalty: 4557.750977
	Iteration 21Q: 3 clusters Score -994609.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -994616.562500 Penalty: 4557.750977
	Iteration 22Q: 3 clusters Score -994616.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -994621.562500 Penalty: 4557.750977
	Iteration 23Q: 3 clusters Score -994621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -994626.187500 Penalty: 4557.750977
	Iteration 24Q: 3 clusters Score -994626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -994630.562500 Penalty: 4557.750977
	Iteration 25Q: 3 clusters Score -994630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -994631.062500 Penalty: 4557.750977
	Iteration 26Q: 3 clusters Score -994631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -994632.750000 Penalty: 4557.750977
	Iteration 27Q: 3 clusters Score -994632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -994635.812500 Penalty: 4557.750977
	Iteration 28Q: 3 clusters Score -994635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -994640.062500 Penalty: 4557.750977
	Iteration 29Q: 3 clusters Score -994640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -994642.187500 Penalty: 4557.750977
	Iteration 30Q: 3 clusters Score -994642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -994642.750000 Penalty: 4557.750977
	Iteration 31Q: 3 clusters Score -994642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -994645.812500 Penalty: 4557.750977
	Iteration 32Q: 3 clusters Score -994645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -994645.625000 Penalty: 4557.750977
	Iteration 33Q: 3 clusters Score -994645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -994649.875000 Penalty: 4557.750977
	Iteration 34Q: 3 clusters Score -994649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -994650.625000 Penalty: 4557.750977
	Iteration 35Q: 3 clusters Score -994650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -994654.875000 Penalty: 4557.750977
	Iteration 36Q: 3 clusters Score -994654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -994656.437500 Penalty: 4557.750977
	Iteration 37Q: 3 clusters Score -994656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -994655.625000 Penalty: 4557.750977
	Iteration 38Q: 3 clusters Score -994655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -994655.625000 Penalty: 4557.750977
	Iteration 39F: 3 clusters Score -994655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -166329.734375 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -166329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -163774.265625 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -163774.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -164216.593750 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -164216.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -164331.890625 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -164331.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164409.593750 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -164409.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -164470.656250 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -164470.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -164495.531250 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -164495.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -164506.812500 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -164506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -164513.078125 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -164513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -164519.734375 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -164519.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -164527.171875 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -164527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -164537.359375 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -164537.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -164548.562500 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -164548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -164557.500000 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -164557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -164561.687500 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -164561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -164565.859375 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -164565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -164568.531250 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -164568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -164572.750000 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -164572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -164579.328125 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -164579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -164582.921875 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -164582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -164584.750000 Penalty: 3728.959717
	Iteration 19Q: 3 clusters Score -164584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164586.593750 Penalty: 3728.959717
	Iteration 20F: 3 clusters Score -164586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -164587.078125 Penalty: 3728.959717
	Iteration 21Q: 3 clusters Score -164587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -164587.531250 Penalty: 3728.959717
	Iteration 22Q: 3 clusters Score -164587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -164588.734375 Penalty: 3728.959717
	Iteration 23Q: 3 clusters Score -164588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -164589.375000 Penalty: 3728.959717
	Iteration 24Q: 3 clusters Score -164589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -164590.921875 Penalty: 3728.959717
	Iteration 25Q: 3 clusters Score -164590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164591.203125 Penalty: 3728.959717
	Iteration 26Q: 3 clusters Score -164591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164591.203125 Penalty: 3728.959717
	Iteration 27F: 3 clusters Score -164591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -560657.437500 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -560657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -555436.687500 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -555436.7 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -556910.375000 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -556910.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -557273.437500 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -557273.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -557573.500000 Penalty: 4328.093262
	Iteration 3F: 3 clusters Score -557573.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -557814.250000 Penalty: 4328.093262
	Iteration 4F: 3 clusters Score -557814.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -558018.312500 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -558018.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -558222.812500 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -558222.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -558426.187500 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -558426.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -558584.375000 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -558584.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -558710.562500 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -558710.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -558795.375000 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -558795.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -558868.312500 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -558868.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -558945.875000 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -558945.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -559014.500000 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -559014.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -559064.500000 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -559064.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -559108.375000 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -559108.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -559151.125000 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -559151.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -559190.937500 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -559190.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -559226.937500 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -559226.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -559261.750000 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -559261.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -559289.187500 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -559289.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -559314.437500 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -559314.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -559336.687500 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -559336.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -559358.062500 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -559358.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -559381.562500 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -559381.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -559402.187500 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -559402.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -559417.937500 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -559417.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -559428.187500 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -559428.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -559433.875000 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -559433.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -559440.562500 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -559440.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -559446.750000 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -559446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -559452.750000 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -559452.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -559466.500000 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -559466.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -559474.312500 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -559474.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -559482.312500 Penalty: 4328.093262
	Iteration 34Q: 3 clusters Score -559482.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -559491.625000 Penalty: 4328.093262
	Iteration 35Q: 3 clusters Score -559491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -559500.062500 Penalty: 4328.093262
	Iteration 36Q: 3 clusters Score -559500.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -559512.437500 Penalty: 4328.093262
	Iteration 37Q: 3 clusters Score -559512.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -559522.750000 Penalty: 4328.093262
	Iteration 38Q: 3 clusters Score -559522.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -559531.750000 Penalty: 4328.093262
	Iteration 39Q: 3 clusters Score -559531.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -559536.812500 Penalty: 4328.093262
	Iteration 40F: 3 clusters Score -559536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -559537.750000 Penalty: 4328.093262
	Iteration 41Q: 3 clusters Score -559537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -559540.812500 Penalty: 4328.093262
	Iteration 42Q: 3 clusters Score -559540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -559541.937500 Penalty: 4328.093262
	Iteration 43Q: 3 clusters Score -559541.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -559544.000000 Penalty: 4328.093262
	Iteration 44Q: 3 clusters Score -559544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -559546.375000 Penalty: 4328.093262
	Iteration 45Q: 3 clusters Score -559546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -559549.562500 Penalty: 4328.093262
	Iteration 46Q: 3 clusters Score -559549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -559549.375000 Penalty: 4328.093262
	Iteration 47Q: 3 clusters Score -559549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -559551.750000 Penalty: 4328.093262
	Iteration 48Q: 3 clusters Score -559551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -559552.812500 Penalty: 4328.093262
	Iteration 49Q: 3 clusters Score -559552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -559553.187500 Penalty: 4328.093262
	Iteration 50Q: 3 clusters Score -559553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -559554.250000 Penalty: 4328.093262
	Iteration 51Q: 3 clusters Score -559554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -559557.125000 Penalty: 4328.093262
	Iteration 52Q: 3 clusters Score -559557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -559558.875000 Penalty: 4328.093262
	Iteration 53Q: 3 clusters Score -559558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -559561.625000 Penalty: 4328.093262
	Iteration 54Q: 3 clusters Score -559561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -559564.500000 Penalty: 4328.093262
	Iteration 55Q: 3 clusters Score -559564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -559565.937500 Penalty: 4328.093262
	Iteration 56Q: 3 clusters Score -559565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -559566.750000 Penalty: 4328.093262
	Iteration 57Q: 3 clusters Score -559566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -559567.062500 Penalty: 4328.093262
	Iteration 58Q: 3 clusters Score -559567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -559569.000000 Penalty: 4328.093262
	Iteration 59Q: 3 clusters Score -559569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -559570.812500 Penalty: 4328.093262
	Iteration 60F: 3 clusters Score -559570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -559572.187500 Penalty: 4328.093262
	Iteration 61Q: 3 clusters Score -559572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -559573.437500 Penalty: 4328.093262
	Iteration 62Q: 3 clusters Score -559573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -559574.625000 Penalty: 4328.093262
	Iteration 63Q: 3 clusters Score -559574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559574.937500 Penalty: 4328.093262
	Iteration 64Q: 3 clusters Score -559574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -559577.187500 Penalty: 4328.093262
	Iteration 65Q: 3 clusters Score -559577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559577.125000 Penalty: 4328.093262
	Iteration 66Q: 3 clusters Score -559577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -559578.937500 Penalty: 4328.093262
	Iteration 67Q: 3 clusters Score -559578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559578.812500 Penalty: 4328.093262
	Iteration 68Q: 3 clusters Score -559578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -559578.812500 Penalty: 4328.093262
	Iteration 69F: 3 clusters Score -559578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -350207.562500 Penalty: 2021.172974
	Iteration 0F: 2 clusters Score -350207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -346684.718750 Penalty: 4042.345947
	Iteration 0F: 3 clusters Score -346684.7 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -347401.750000 Penalty: 4042.345947
	Iteration 1F: 3 clusters Score -347401.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -347563.812500 Penalty: 4042.345947
	Iteration 2F: 3 clusters Score -347563.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -347663.187500 Penalty: 4042.345947
	Iteration 3Q: 3 clusters Score -347663.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -347717.906250 Penalty: 4042.345947
	Iteration 4Q: 3 clusters Score -347717.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -347755.781250 Penalty: 4042.345947
	Iteration 5Q: 3 clusters Score -347755.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -347785.062500 Penalty: 4042.345947
	Iteration 6Q: 3 clusters Score -347785.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -347804.843750 Penalty: 4042.345947
	Iteration 7Q: 3 clusters Score -347804.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -347822.875000 Penalty: 4042.345947
	Iteration 8Q: 3 clusters Score -347822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -347837.656250 Penalty: 4042.345947
	Iteration 9Q: 3 clusters Score -347837.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -347850.437500 Penalty: 4042.345947
	Iteration 10Q: 3 clusters Score -347850.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -347857.125000 Penalty: 4042.345947
	Iteration 11Q: 3 clusters Score -347857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -347860.781250 Penalty: 4042.345947
	Iteration 12Q: 3 clusters Score -347860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -347863.312500 Penalty: 4042.345947
	Iteration 13Q: 3 clusters Score -347863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -347866.843750 Penalty: 4042.345947
	Iteration 14Q: 3 clusters Score -347866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -347869.062500 Penalty: 4042.345947
	Iteration 15Q: 3 clusters Score -347869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -347873.937500 Penalty: 4042.345947
	Iteration 16Q: 3 clusters Score -347873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -347875.437500 Penalty: 4042.345947
	Iteration 17Q: 3 clusters Score -347875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -347876.906250 Penalty: 4042.345947
	Iteration 18Q: 3 clusters Score -347876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -347878.843750 Penalty: 4042.345947
	Iteration 19Q: 3 clusters Score -347878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -347881.750000 Penalty: 4042.345947
	Iteration 20F: 3 clusters Score -347881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -347883.593750 Penalty: 4042.345947
	Iteration 21Q: 3 clusters Score -347883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -347884.343750 Penalty: 4042.345947
	Iteration 22Q: 3 clusters Score -347884.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -347885.937500 Penalty: 4042.345947
	Iteration 23Q: 3 clusters Score -347885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -347888.062500 Penalty: 4042.345947
	Iteration 24Q: 3 clusters Score -347888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -347890.875000 Penalty: 4042.345947
	Iteration 25Q: 3 clusters Score -347890.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -347894.156250 Penalty: 4042.345947
	Iteration 26Q: 3 clusters Score -347894.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -347895.937500 Penalty: 4042.345947
	Iteration 27Q: 3 clusters Score -347895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -347897.500000 Penalty: 4042.345947
	Iteration 28Q: 3 clusters Score -347897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -347900.625000 Penalty: 4042.345947
	Iteration 29Q: 3 clusters Score -347900.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -347906.500000 Penalty: 4042.345947
	Iteration 30Q: 3 clusters Score -347906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -347910.500000 Penalty: 4042.345947
	Iteration 31Q: 3 clusters Score -347910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -347914.156250 Penalty: 4042.345947
	Iteration 32Q: 3 clusters Score -347914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -347916.812500 Penalty: 4042.345947
	Iteration 33Q: 3 clusters Score -347916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -347918.781250 Penalty: 4042.345947
	Iteration 34Q: 3 clusters Score -347918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -347919.718750 Penalty: 4042.345947
	Iteration 35Q: 3 clusters Score -347919.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -347922.968750 Penalty: 4042.345947
	Iteration 36Q: 3 clusters Score -347923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -347924.500000 Penalty: 4042.345947
	Iteration 37Q: 3 clusters Score -347924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -347926.375000 Penalty: 4042.345947
	Iteration 38Q: 3 clusters Score -347926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -347928.125000 Penalty: 4042.345947
	Iteration 39Q: 3 clusters Score -347928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -347928.968750 Penalty: 4042.345947
	Iteration 40F: 3 clusters Score -347929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -347929.750000 Penalty: 4042.345947
	Iteration 41Q: 3 clusters Score -347929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -347929.625000 Penalty: 4042.345947
	Iteration 42Q: 3 clusters Score -347929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -347929.625000 Penalty: 4042.345947
	Iteration 43F: 3 clusters Score -347929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -897695.062500 Penalty: 2278.038086
	Iteration 0F: 2 clusters Score -897695.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -890318.062500 Penalty: 4556.076172
	Iteration 0F: 3 clusters Score -890318.1 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -892976.437500 Penalty: 4556.076172
	Iteration 1F: 3 clusters Score -892976.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -893661.937500 Penalty: 4556.076172
	Iteration 2F: 3 clusters Score -893661.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -894273.687500 Penalty: 4556.076172
	Iteration 3F: 3 clusters Score -894273.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -894844.937500 Penalty: 4556.076172
	Iteration 4F: 3 clusters Score -894844.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -895327.437500 Penalty: 4556.076172
	Iteration 5F: 3 clusters Score -895327.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -895695.250000 Penalty: 4556.076172
	Iteration 6F: 3 clusters Score -895695.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -895941.937500 Penalty: 4556.076172
	Iteration 7Q: 3 clusters Score -895941.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -896158.375000 Penalty: 4556.076172
	Iteration 8Q: 3 clusters Score -896158.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -896335.125000 Penalty: 4556.076172
	Iteration 9Q: 3 clusters Score -896335.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -896500.875000 Penalty: 4556.076172
	Iteration 10Q: 3 clusters Score -896500.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -896649.875000 Penalty: 4556.076172
	Iteration 11Q: 3 clusters Score -896649.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -896779.687500 Penalty: 4556.076172
	Iteration 12Q: 3 clusters Score -896779.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -896889.312500 Penalty: 4556.076172
	Iteration 13Q: 3 clusters Score -896889.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -896963.875000 Penalty: 4556.076172
	Iteration 14Q: 3 clusters Score -896963.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -897008.375000 Penalty: 4556.076172
	Iteration 15Q: 3 clusters Score -897008.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -897045.250000 Penalty: 4556.076172
	Iteration 16Q: 3 clusters Score -897045.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -897074.125000 Penalty: 4556.076172
	Iteration 17Q: 3 clusters Score -897074.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -897091.187500 Penalty: 4556.076172
	Iteration 18Q: 3 clusters Score -897091.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -897101.125000 Penalty: 4556.076172
	Iteration 19Q: 3 clusters Score -897101.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -897111.000000 Penalty: 4556.076172
	Iteration 20F: 3 clusters Score -897111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -897119.000000 Penalty: 4556.076172
	Iteration 21Q: 3 clusters Score -897119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -897124.312500 Penalty: 4556.076172
	Iteration 22Q: 3 clusters Score -897124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -897130.312500 Penalty: 4556.076172
	Iteration 23Q: 3 clusters Score -897130.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -897141.875000 Penalty: 4556.076172
	Iteration 24Q: 3 clusters Score -897141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -897145.562500 Penalty: 4556.076172
	Iteration 25Q: 3 clusters Score -897145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -897150.062500 Penalty: 4556.076172
	Iteration 26Q: 3 clusters Score -897150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -897153.500000 Penalty: 4556.076172
	Iteration 27Q: 3 clusters Score -897153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -897154.312500 Penalty: 4556.076172
	Iteration 28Q: 3 clusters Score -897154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -897153.500000 Penalty: 4556.076172
	Iteration 29Q: 3 clusters Score -897153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -897157.125000 Penalty: 4556.076172
	Iteration 30Q: 3 clusters Score -897157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -897159.562500 Penalty: 4556.076172
	Iteration 31Q: 3 clusters Score -897159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -897157.687500 Penalty: 4556.076172
	Iteration 32Q: 3 clusters Score -897157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -897157.562500 Penalty: 4556.076172
	Iteration 33Q: 3 clusters Score -897157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -897158.187500 Penalty: 4556.076172
	Iteration 34Q: 3 clusters Score -897158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -897159.687500 Penalty: 4556.076172
	Iteration 35Q: 3 clusters Score -897159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -897159.625000 Penalty: 4556.076172
	Iteration 36Q: 3 clusters Score -897159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -897161.812500 Penalty: 4556.076172
	Iteration 37Q: 3 clusters Score -897161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -897163.000000 Penalty: 4556.076172
	Iteration 38Q: 3 clusters Score -897163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -897165.187500 Penalty: 4556.076172
	Iteration 39Q: 3 clusters Score -897165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -897165.625000 Penalty: 4556.076172
	Iteration 40F: 3 clusters Score -897165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -897165.625000 Penalty: 4556.076172
	Iteration 41Q: 3 clusters Score -897165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -897166.062500 Penalty: 4556.076172
	Iteration 42Q: 3 clusters Score -897166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -897165.500000 Penalty: 4556.076172
	Iteration 43Q: 3 clusters Score -897165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -897166.187500 Penalty: 4556.076172
	Iteration 44Q: 3 clusters Score -897166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -897167.500000 Penalty: 4556.076172
	Iteration 45Q: 3 clusters Score -897167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -897167.437500 Penalty: 4556.076172
	Iteration 46Q: 3 clusters Score -897167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -897168.625000 Penalty: 4556.076172
	Iteration 47Q: 3 clusters Score -897168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -897168.562500 Penalty: 4556.076172
	Iteration 48Q: 3 clusters Score -897168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -897169.937500 Penalty: 4556.076172
	Iteration 49Q: 3 clusters Score -897169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -897169.437500 Penalty: 4556.076172
	Iteration 50Q: 3 clusters Score -897169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -897172.625000 Penalty: 4556.076172
	Iteration 51Q: 3 clusters Score -897172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -897174.125000 Penalty: 4556.076172
	Iteration 52Q: 3 clusters Score -897174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -897174.125000 Penalty: 4556.076172
	Iteration 53F: 3 clusters Score -897174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Entering Unmasked Estep 
Score: -9392184.000000 Penalty: 2847.093506
	Iteration 0F: 2 clusters Score -9392184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -9327277.000000 Penalty: 5694.187012
	Iteration 0F: 3 clusters Score -9327277 nChanged 45930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -9353530.000000 Penalty: 5694.187012
	Iteration 1F: 3 clusters Score -9353530 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -9354363.000000 Penalty: 5694.187012
	Iteration 2Q: 3 clusters Score -9354363 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -9355598.000000 Penalty: 5694.187012
	Iteration 3Q: 3 clusters Score -9355598 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -9357318.000000 Penalty: 5694.187012
	Iteration 4Q: 3 clusters Score -9357318 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -9359744.000000 Penalty: 5694.187012
	Iteration 5F: 3 clusters Score -9359744 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -9363273.000000 Penalty: 5694.187012
	Iteration 6F: 3 clusters Score -9363273 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -9367913.000000 Penalty: 5694.187012
	Iteration 7F: 3 clusters Score -9367913 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -9373134.000000 Penalty: 5694.187012
	Iteration 8F: 3 clusters Score -9373134 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -9377944.000000 Penalty: 5694.187012
	Iteration 9F: 3 clusters Score -9377944 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -9382219.000000 Penalty: 5694.187012
	Iteration 10F: 3 clusters Score -9382219 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -9385527.000000 Penalty: 5694.187012
	Iteration 11Q: 3 clusters Score -9385527 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -9387482.000000 Penalty: 5694.187012
	Iteration 12Q: 3 clusters Score -9387482 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 94967 members 
Entering Unmasked Estep 
Score: -9388620.000000 Penalty: 5694.187012
	Iteration 13Q: 3 clusters Score -9388620 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -9389183.000000 Penalty: 5694.187012
	Iteration 14Q: 3 clusters Score -9389183 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -9389433.000000 Penalty: 5694.187012
	Iteration 15Q: 3 clusters Score -9389433 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -9389584.000000 Penalty: 5694.187012
	Iteration 16Q: 3 clusters Score -9389584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -9389641.000000 Penalty: 5694.187012
	Iteration 17Q: 3 clusters Score -9389641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -9389700.000000 Penalty: 5694.187012
	Iteration 18Q: 3 clusters Score -9389700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -9389754.000000 Penalty: 5694.187012
	Iteration 19Q: 3 clusters Score -9389754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -9389769.000000 Penalty: 5694.187012
	Iteration 20F: 3 clusters Score -9389769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -9389785.000000 Penalty: 5694.187012
	Iteration 21Q: 3 clusters Score -9389785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -9389793.000000 Penalty: 5694.187012
	Iteration 22Q: 3 clusters Score -9389793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -9389824.000000 Penalty: 5694.187012
	Iteration 23Q: 3 clusters Score -9389824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -9389833.000000 Penalty: 5694.187012
	Iteration 24Q: 3 clusters Score -9389833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -9389836.000000 Penalty: 5694.187012
	Iteration 25Q: 3 clusters Score -9389836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -9389848.000000 Penalty: 5694.187012
	Iteration 26Q: 3 clusters Score -9389848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -9389848.000000 Penalty: 5694.187012
	Iteration 27F: 3 clusters Score -9389848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Entering Unmasked Estep 
Score: -507152.156250 Penalty: 2133.863525
	Iteration 0F: 2 clusters Score -507152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -502362.718750 Penalty: 4267.727051
	Iteration 0F: 3 clusters Score -502362.7 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -503573.000000 Penalty: 4267.727051
	Iteration 1F: 3 clusters Score -503573 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -503852.718750 Penalty: 4267.727051
	Iteration 2F: 3 clusters Score -503852.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -504046.843750 Penalty: 4267.727051
	Iteration 3F: 3 clusters Score -504046.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -504230.781250 Penalty: 4267.727051
	Iteration 4Q: 3 clusters Score -504230.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -504408.875000 Penalty: 4267.727051
	Iteration 5Q: 3 clusters Score -504408.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -504584.687500 Penalty: 4267.727051
	Iteration 6Q: 3 clusters Score -504584.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -504774.750000 Penalty: 4267.727051
	Iteration 7Q: 3 clusters Score -504774.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -504952.625000 Penalty: 4267.727051
	Iteration 8Q: 3 clusters Score -504952.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -505138.312500 Penalty: 4267.727051
	Iteration 9Q: 3 clusters Score -505138.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -505305.375000 Penalty: 4267.727051
	Iteration 10Q: 3 clusters Score -505305.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -505416.468750 Penalty: 4267.727051
	Iteration 11Q: 3 clusters Score -505416.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -505481.937500 Penalty: 4267.727051
	Iteration 12Q: 3 clusters Score -505481.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -505535.156250 Penalty: 4267.727051
	Iteration 13Q: 3 clusters Score -505535.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -505571.281250 Penalty: 4267.727051
	Iteration 14Q: 3 clusters Score -505571.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -505596.156250 Penalty: 4267.727051
	Iteration 15Q: 3 clusters Score -505596.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -505617.968750 Penalty: 4267.727051
	Iteration 16Q: 3 clusters Score -505618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -505629.562500 Penalty: 4267.727051
	Iteration 17Q: 3 clusters Score -505629.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -505637.062500 Penalty: 4267.727051
	Iteration 18Q: 3 clusters Score -505637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -505644.031250 Penalty: 4267.727051
	Iteration 19Q: 3 clusters Score -505644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -505653.187500 Penalty: 4267.727051
	Iteration 20F: 3 clusters Score -505653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -505660.906250 Penalty: 4267.727051
	Iteration 21Q: 3 clusters Score -505660.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -505667.437500 Penalty: 4267.727051
	Iteration 22Q: 3 clusters Score -505667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -505671.781250 Penalty: 4267.727051
	Iteration 23Q: 3 clusters Score -505671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -505673.031250 Penalty: 4267.727051
	Iteration 24Q: 3 clusters Score -505673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -505672.593750 Penalty: 4267.727051
	Iteration 25Q: 3 clusters Score -505672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -505673.562500 Penalty: 4267.727051
	Iteration 26Q: 3 clusters Score -505673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -505673.250000 Penalty: 4267.727051
	Iteration 27Q: 3 clusters Score -505673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -505675.125000 Penalty: 4267.727051
	Iteration 28Q: 3 clusters Score -505675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -505675.125000 Penalty: 4267.727051
	Iteration 29F: 3 clusters Score -505675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -656137.062500 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -656137.1 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 3325 members 
Entering Unmasked Estep 
Score: -650625.062500 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -650625.1 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -652009.937500 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -652009.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -652238.750000 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -652238.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -652388.375000 Penalty: 4359.671387
	Iteration 3Q: 3 clusters Score -652388.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -652512.937500 Penalty: 4359.671387
	Iteration 4Q: 3 clusters Score -652512.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -652605.937500 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -652605.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -652684.437500 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -652684.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -652770.937500 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -652770.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -652839.312500 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -652839.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -652895.875000 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -652895.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -652955.562500 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -652955.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -653028.937500 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -653028.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -653112.062500 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -653112.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -653196.125000 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -653196.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -653287.062500 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -653287.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -653408.625000 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -653408.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -653553.437500 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -653553.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -653698.187500 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -653698.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -653857.625000 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -653857.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -654005.562500 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -654005.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -654147.937500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -654147.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -654256.000000 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -654256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -654344.937500 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -654344.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -654427.312500 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -654427.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -654487.500000 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -654487.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -654531.250000 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -654531.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -654565.375000 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -654565.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -654588.937500 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -654588.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -654605.062500 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -654605.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -654619.062500 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -654619.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -654630.062500 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -654630.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -654640.187500 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -654640.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -654645.000000 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -654645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -654648.250000 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -654648.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -654651.000000 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -654651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -654652.812500 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -654652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -654653.937500 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -654653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -654654.187500 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -654654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -654655.312500 Penalty: 4359.671387
	Iteration 38Q: 3 clusters Score -654655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -654657.062500 Penalty: 4359.671387
	Iteration 39Q: 3 clusters Score -654657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -654657.500000 Penalty: 4359.671387
	Iteration 40F: 3 clusters Score -654657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -654657.250000 Penalty: 4359.671387
	Iteration 41Q: 3 clusters Score -654657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -654657.937500 Penalty: 4359.671387
	Iteration 42Q: 3 clusters Score -654657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -654658.437500 Penalty: 4359.671387
	Iteration 43Q: 3 clusters Score -654658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -654659.812500 Penalty: 4359.671387
	Iteration 44Q: 3 clusters Score -654659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -654659.125000 Penalty: 4359.671387
	Iteration 45Q: 3 clusters Score -654659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -654660.000000 Penalty: 4359.671387
	Iteration 46Q: 3 clusters Score -654660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -654658.812500 Penalty: 4359.671387
	Iteration 47Q: 3 clusters Score -654658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -654658.812500 Penalty: 4359.671387
	Iteration 48F: 3 clusters Score -654658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Entering Unmasked Estep 
Score: -2536982.750000 Penalty: 2508.330322
	Iteration 0F: 2 clusters Score -2536983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2519977.500000 Penalty: 5016.660645
	Iteration 0F: 3 clusters Score -2519978 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2525925.000000 Penalty: 5016.660645
	Iteration 1F: 3 clusters Score -2525925 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2526429.500000 Penalty: 5016.660645
	Iteration 2F: 3 clusters Score -2526430 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2526866.000000 Penalty: 5016.660645
	Iteration 3Q: 3 clusters Score -2526866 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2527334.750000 Penalty: 5016.660645
	Iteration 4Q: 3 clusters Score -2527335 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2527877.750000 Penalty: 5016.660645
	Iteration 5Q: 3 clusters Score -2527878 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2528587.500000 Penalty: 5016.660645
	Iteration 6F: 3 clusters Score -2528588 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2529390.000000 Penalty: 5016.660645
	Iteration 7F: 3 clusters Score -2529390 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2530104.000000 Penalty: 5016.660645
	Iteration 8F: 3 clusters Score -2530104 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2530647.000000 Penalty: 5016.660645
	Iteration 9Q: 3 clusters Score -2530647 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2531050.500000 Penalty: 5016.660645
	Iteration 10Q: 3 clusters Score -2531050 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2531304.500000 Penalty: 5016.660645
	Iteration 11Q: 3 clusters Score -2531304 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2531497.500000 Penalty: 5016.660645
	Iteration 12Q: 3 clusters Score -2531498 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2531616.000000 Penalty: 5016.660645
	Iteration 13Q: 3 clusters Score -2531616 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2531696.250000 Penalty: 5016.660645
	Iteration 14Q: 3 clusters Score -2531696 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2531730.500000 Penalty: 5016.660645
	Iteration 15Q: 3 clusters Score -2531730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2531788.000000 Penalty: 5016.660645
	Iteration 16Q: 3 clusters Score -2531788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2531817.000000 Penalty: 5016.660645
	Iteration 17Q: 3 clusters Score -2531817 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2531850.500000 Penalty: 5016.660645
	Iteration 18Q: 3 clusters Score -2531850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2531871.500000 Penalty: 5016.660645
	Iteration 19Q: 3 clusters Score -2531872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2531893.500000 Penalty: 5016.660645
	Iteration 20F: 3 clusters Score -2531894 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2531920.250000 Penalty: 5016.660645
	Iteration 21Q: 3 clusters Score -2531920 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2531949.000000 Penalty: 5016.660645
	Iteration 22Q: 3 clusters Score -2531949 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2531978.500000 Penalty: 5016.660645
	Iteration 23Q: 3 clusters Score -2531978 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2532027.000000 Penalty: 5016.660645
	Iteration 24Q: 3 clusters Score -2532027 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2532079.000000 Penalty: 5016.660645
	Iteration 25Q: 3 clusters Score -2532079 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2532129.500000 Penalty: 5016.660645
	Iteration 26Q: 3 clusters Score -2532130 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2532203.250000 Penalty: 5016.660645
	Iteration 27Q: 3 clusters Score -2532203 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2532293.750000 Penalty: 5016.660645
	Iteration 28Q: 3 clusters Score -2532294 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2532408.500000 Penalty: 5016.660645
	Iteration 29Q: 3 clusters Score -2532408 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2532554.750000 Penalty: 5016.660645
	Iteration 30Q: 3 clusters Score -2532555 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2532705.250000 Penalty: 5016.660645
	Iteration 31Q: 3 clusters Score -2532705 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2532868.000000 Penalty: 5016.660645
	Iteration 32Q: 3 clusters Score -2532868 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2533055.000000 Penalty: 5016.660645
	Iteration 33Q: 3 clusters Score -2533055 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2533256.750000 Penalty: 5016.660645
	Iteration 34Q: 3 clusters Score -2533257 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2533447.500000 Penalty: 5016.660645
	Iteration 35Q: 3 clusters Score -2533448 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2533629.750000 Penalty: 5016.660645
	Iteration 36Q: 3 clusters Score -2533630 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2533847.500000 Penalty: 5016.660645
	Iteration 37Q: 3 clusters Score -2533848 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2534042.250000 Penalty: 5016.660645
	Iteration 38Q: 3 clusters Score -2534042 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2534207.750000 Penalty: 5016.660645
	Iteration 39Q: 3 clusters Score -2534208 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2534369.000000 Penalty: 5016.660645
	Iteration 40F: 3 clusters Score -2534369 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2534489.250000 Penalty: 5016.660645
	Iteration 41Q: 3 clusters Score -2534489 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2534587.500000 Penalty: 5016.660645
	Iteration 42Q: 3 clusters Score -2534588 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2534672.000000 Penalty: 5016.660645
	Iteration 43Q: 3 clusters Score -2534672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2534732.750000 Penalty: 5016.660645
	Iteration 44Q: 3 clusters Score -2534733 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2534778.250000 Penalty: 5016.660645
	Iteration 45Q: 3 clusters Score -2534778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2534812.500000 Penalty: 5016.660645
	Iteration 46Q: 3 clusters Score -2534812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2534842.250000 Penalty: 5016.660645
	Iteration 47Q: 3 clusters Score -2534842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2534877.500000 Penalty: 5016.660645
	Iteration 48Q: 3 clusters Score -2534878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2534910.000000 Penalty: 5016.660645
	Iteration 49Q: 3 clusters Score -2534910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2534933.250000 Penalty: 5016.660645
	Iteration 50Q: 3 clusters Score -2534933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2534957.500000 Penalty: 5016.660645
	Iteration 51Q: 3 clusters Score -2534958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2534980.250000 Penalty: 5016.660645
	Iteration 52Q: 3 clusters Score -2534980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2535001.000000 Penalty: 5016.660645
	Iteration 53Q: 3 clusters Score -2535001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2535021.250000 Penalty: 5016.660645
	Iteration 54Q: 3 clusters Score -2535021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2535041.000000 Penalty: 5016.660645
	Iteration 55Q: 3 clusters Score -2535041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2535056.500000 Penalty: 5016.660645
	Iteration 56Q: 3 clusters Score -2535056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2535068.000000 Penalty: 5016.660645
	Iteration 57Q: 3 clusters Score -2535068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2535092.000000 Penalty: 5016.660645
	Iteration 58Q: 3 clusters Score -2535092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2535101.000000 Penalty: 5016.660645
	Iteration 59Q: 3 clusters Score -2535101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2535108.000000 Penalty: 5016.660645
	Iteration 60F: 3 clusters Score -2535108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2535115.750000 Penalty: 5016.660645
	Iteration 61Q: 3 clusters Score -2535116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2535120.500000 Penalty: 5016.660645
	Iteration 62Q: 3 clusters Score -2535120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2535132.250000 Penalty: 5016.660645
	Iteration 63Q: 3 clusters Score -2535132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2535135.500000 Penalty: 5016.660645
	Iteration 64Q: 3 clusters Score -2535136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2535137.500000 Penalty: 5016.660645
	Iteration 65Q: 3 clusters Score -2535138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2535137.750000 Penalty: 5016.660645
	Iteration 66Q: 3 clusters Score -2535138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2535141.250000 Penalty: 5016.660645
	Iteration 67Q: 3 clusters Score -2535141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2535149.250000 Penalty: 5016.660645
	Iteration 68Q: 3 clusters Score -2535149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2535150.500000 Penalty: 5016.660645
	Iteration 69Q: 3 clusters Score -2535150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2535154.500000 Penalty: 5016.660645
	Iteration 70Q: 3 clusters Score -2535154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2535155.750000 Penalty: 5016.660645
	Iteration 71Q: 3 clusters Score -2535156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2535155.500000 Penalty: 5016.660645
	Iteration 72Q: 3 clusters Score -2535156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2535156.250000 Penalty: 5016.660645
	Iteration 73Q: 3 clusters Score -2535156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2535156.250000 Penalty: 5016.660645
	Iteration 74F: 3 clusters Score -2535156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -463402.156250 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -463402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -458896.218750 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -458896.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -460273.031250 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -460273 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -460708.875000 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -460708.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -461024.187500 Penalty: 4233.376465
	Iteration 3F: 3 clusters Score -461024.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -461291.968750 Penalty: 4233.376465
	Iteration 4F: 3 clusters Score -461292 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -461522.000000 Penalty: 4233.376465
	Iteration 5F: 3 clusters Score -461522 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -461717.968750 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -461718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -461899.250000 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -461899.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -462070.156250 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -462070.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -462218.500000 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -462218.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -462306.218750 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -462306.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -462353.250000 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -462353.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -462383.937500 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -462383.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -462405.468750 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -462405.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -462426.718750 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -462426.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -462437.375000 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -462437.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -462445.656250 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -462445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -462453.843750 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -462453.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -462461.187500 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -462461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -462465.812500 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -462465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -462467.156250 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -462467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -462468.875000 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -462468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -462470.250000 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -462470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -462470.875000 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -462470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -462470.562500 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -462470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -462470.562500 Penalty: 4233.376465
	Iteration 25F: 3 clusters Score -462470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -381160.625000 Penalty: 2063.350342
	Iteration 0F: 2 clusters Score -381160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -377204.750000 Penalty: 4126.700684
	Iteration 0F: 3 clusters Score -377204.8 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -378106.375000 Penalty: 4126.700684
	Iteration 1F: 3 clusters Score -378106.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -378363.656250 Penalty: 4126.700684
	Iteration 2F: 3 clusters Score -378363.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -378590.031250 Penalty: 4126.700684
	Iteration 3F: 3 clusters Score -378590 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -378884.875000 Penalty: 4126.700684
	Iteration 4F: 3 clusters Score -378884.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -379212.812500 Penalty: 4126.700684
	Iteration 5F: 3 clusters Score -379212.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379531.500000 Penalty: 4126.700684
	Iteration 6F: 3 clusters Score -379531.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -379764.875000 Penalty: 4126.700684
	Iteration 7F: 3 clusters Score -379764.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -379926.843750 Penalty: 4126.700684
	Iteration 8Q: 3 clusters Score -379926.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -380047.656250 Penalty: 4126.700684
	Iteration 9Q: 3 clusters Score -380047.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -380124.406250 Penalty: 4126.700684
	Iteration 10Q: 3 clusters Score -380124.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -380179.000000 Penalty: 4126.700684
	Iteration 11Q: 3 clusters Score -380179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -380224.750000 Penalty: 4126.700684
	Iteration 12Q: 3 clusters Score -380224.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -380265.562500 Penalty: 4126.700684
	Iteration 13Q: 3 clusters Score -380265.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -380293.093750 Penalty: 4126.700684
	Iteration 14Q: 3 clusters Score -380293.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -380310.593750 Penalty: 4126.700684
	Iteration 15Q: 3 clusters Score -380310.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -380319.468750 Penalty: 4126.700684
	Iteration 16Q: 3 clusters Score -380319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -380328.875000 Penalty: 4126.700684
	Iteration 17Q: 3 clusters Score -380328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -380342.406250 Penalty: 4126.700684
	Iteration 18Q: 3 clusters Score -380342.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -380357.500000 Penalty: 4126.700684
	Iteration 19Q: 3 clusters Score -380357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -380376.437500 Penalty: 4126.700684
	Iteration 20F: 3 clusters Score -380376.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -380403.531250 Penalty: 4126.700684
	Iteration 21Q: 3 clusters Score -380403.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -380421.843750 Penalty: 4126.700684
	Iteration 22Q: 3 clusters Score -380421.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -380435.843750 Penalty: 4126.700684
	Iteration 23Q: 3 clusters Score -380435.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -380442.937500 Penalty: 4126.700684
	Iteration 24Q: 3 clusters Score -380442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -380446.125000 Penalty: 4126.700684
	Iteration 25Q: 3 clusters Score -380446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -380447.343750 Penalty: 4126.700684
	Iteration 26Q: 3 clusters Score -380447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -380448.093750 Penalty: 4126.700684
	Iteration 27Q: 3 clusters Score -380448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -380448.906250 Penalty: 4126.700684
	Iteration 28Q: 3 clusters Score -380448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -380450.375000 Penalty: 4126.700684
	Iteration 29Q: 3 clusters Score -380450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -380451.156250 Penalty: 4126.700684
	Iteration 30Q: 3 clusters Score -380451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -380451.156250 Penalty: 4126.700684
	Iteration 31F: 3 clusters Score -380451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -404651.812500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -404651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -400522.531250 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -400522.5 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -401473.843750 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -401473.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -401696.125000 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -401696.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -401861.562500 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -401861.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -402026.406250 Penalty: 4154.198242
	Iteration 4Q: 3 clusters Score -402026.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -402223.125000 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -402223.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -402500.312500 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -402500.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -402740.968750 Penalty: 4154.198242
	Iteration 7F: 3 clusters Score -402741 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -402934.843750 Penalty: 4154.198242
	Iteration 8F: 3 clusters Score -402934.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -403071.156250 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -403071.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -403173.843750 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -403173.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -403253.781250 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -403253.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -403308.312500 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -403308.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -403342.031250 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -403342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -403363.531250 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -403363.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -403381.437500 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -403381.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -403400.531250 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -403400.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -403427.156250 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -403427.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -403449.062500 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -403449.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -403473.093750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -403473.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -403489.125000 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -403489.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -403503.156250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -403503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -403513.093750 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -403513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -403518.687500 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -403518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -403520.312500 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -403520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -403523.093750 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -403523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -403526.468750 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -403526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -403527.531250 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -403527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -403528.593750 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -403528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -403529.625000 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -403529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -403529.593750 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -403529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -403530.531250 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -403530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -403531.531250 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -403531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -403533.468750 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -403533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -403533.687500 Penalty: 4154.198242
	Iteration 34Q: 3 clusters Score -403533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -403534.187500 Penalty: 4154.198242
	Iteration 35Q: 3 clusters Score -403534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -403534.843750 Penalty: 4154.198242
	Iteration 36Q: 3 clusters Score -403534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -403536.031250 Penalty: 4154.198242
	Iteration 37Q: 3 clusters Score -403536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -403536.031250 Penalty: 4154.198242
	Iteration 38F: 3 clusters Score -403536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -228081.828125 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -228081.8 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 1173 members 
Entering Unmasked Estep 
Score: -225268.218750 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -225268.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -225798.625000 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -225798.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -225957.437500 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -225957.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -226044.906250 Penalty: 3836.341309
	Iteration 3Q: 3 clusters Score -226044.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -226094.484375 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -226094.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -226125.875000 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -226125.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -226139.968750 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -226140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -226151.734375 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -226151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -226159.375000 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -226159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -226166.703125 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -226166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -226172.984375 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -226173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -226178.968750 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -226179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -226185.828125 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -226185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -226190.328125 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -226190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -226193.718750 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -226193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -226198.218750 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -226198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -226201.687500 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -226201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226205.546875 Penalty: 3836.341309
	Iteration 17Q: 3 clusters Score -226205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -226210.578125 Penalty: 3836.341309
	Iteration 18Q: 3 clusters Score -226210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -226216.125000 Penalty: 3836.341309
	Iteration 19Q: 3 clusters Score -226216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -226221.343750 Penalty: 3836.341309
	Iteration 20F: 3 clusters Score -226221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -226227.453125 Penalty: 3836.341309
	Iteration 21Q: 3 clusters Score -226227.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -226234.078125 Penalty: 3836.341309
	Iteration 22Q: 3 clusters Score -226234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -226237.250000 Penalty: 3836.341309
	Iteration 23Q: 3 clusters Score -226237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -226238.343750 Penalty: 3836.341309
	Iteration 24Q: 3 clusters Score -226238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -226239.359375 Penalty: 3836.341309
	Iteration 25Q: 3 clusters Score -226239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -226241.703125 Penalty: 3836.341309
	Iteration 26Q: 3 clusters Score -226241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -226246.796875 Penalty: 3836.341309
	Iteration 27Q: 3 clusters Score -226246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -226250.750000 Penalty: 3836.341309
	Iteration 28Q: 3 clusters Score -226250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -226252.328125 Penalty: 3836.341309
	Iteration 29Q: 3 clusters Score -226252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -226252.625000 Penalty: 3836.341309
	Iteration 30Q: 3 clusters Score -226252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -226253.625000 Penalty: 3836.341309
	Iteration 31Q: 3 clusters Score -226253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -226256.343750 Penalty: 3836.341309
	Iteration 32Q: 3 clusters Score -226256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -226261.593750 Penalty: 3836.341309
	Iteration 33Q: 3 clusters Score -226261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -226265.625000 Penalty: 3836.341309
	Iteration 34Q: 3 clusters Score -226265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -226268.656250 Penalty: 3836.341309
	Iteration 35Q: 3 clusters Score -226268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -226269.953125 Penalty: 3836.341309
	Iteration 36Q: 3 clusters Score -226270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -226272.281250 Penalty: 3836.341309
	Iteration 37Q: 3 clusters Score -226272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -226275.500000 Penalty: 3836.341309
	Iteration 38Q: 3 clusters Score -226275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -226277.906250 Penalty: 3836.341309
	Iteration 39Q: 3 clusters Score -226277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -226282.406250 Penalty: 3836.341309
	Iteration 40F: 3 clusters Score -226282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -226286.453125 Penalty: 3836.341309
	Iteration 41Q: 3 clusters Score -226286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -226288.593750 Penalty: 3836.341309
	Iteration 42Q: 3 clusters Score -226288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -226290.343750 Penalty: 3836.341309
	Iteration 43Q: 3 clusters Score -226290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -226290.468750 Penalty: 3836.341309
	Iteration 44Q: 3 clusters Score -226290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -226290.937500 Penalty: 3836.341309
	Iteration 45Q: 3 clusters Score -226290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -226290.937500 Penalty: 3836.341309
	Iteration 46F: 3 clusters Score -226290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Entering Unmasked Estep 
Score: -1585826.625000 Penalty: 2398.873779
	Iteration 0F: 2 clusters Score -1585827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1574513.625000 Penalty: 4797.747559
	Iteration 0F: 3 clusters Score -1574514 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1578178.875000 Penalty: 4797.747559
	Iteration 1F: 3 clusters Score -1578179 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1578676.250000 Penalty: 4797.747559
	Iteration 2F: 3 clusters Score -1578676 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1579167.125000 Penalty: 4797.747559
	Iteration 3F: 3 clusters Score -1579167 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1579768.125000 Penalty: 4797.747559
	Iteration 4F: 3 clusters Score -1579768 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1580514.125000 Penalty: 4797.747559
	Iteration 5F: 3 clusters Score -1580514 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1581240.750000 Penalty: 4797.747559
	Iteration 6F: 3 clusters Score -1581241 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1581926.375000 Penalty: 4797.747559
	Iteration 7F: 3 clusters Score -1581926 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1582495.250000 Penalty: 4797.747559
	Iteration 8Q: 3 clusters Score -1582495 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1582886.500000 Penalty: 4797.747559
	Iteration 9Q: 3 clusters Score -1582886 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1583146.750000 Penalty: 4797.747559
	Iteration 10Q: 3 clusters Score -1583147 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1583311.500000 Penalty: 4797.747559
	Iteration 11Q: 3 clusters Score -1583312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1583429.875000 Penalty: 4797.747559
	Iteration 12Q: 3 clusters Score -1583430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1583515.125000 Penalty: 4797.747559
	Iteration 13Q: 3 clusters Score -1583515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1583577.875000 Penalty: 4797.747559
	Iteration 14Q: 3 clusters Score -1583578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1583619.500000 Penalty: 4797.747559
	Iteration 15Q: 3 clusters Score -1583620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1583652.625000 Penalty: 4797.747559
	Iteration 16Q: 3 clusters Score -1583653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1583682.000000 Penalty: 4797.747559
	Iteration 17Q: 3 clusters Score -1583682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1583703.875000 Penalty: 4797.747559
	Iteration 18Q: 3 clusters Score -1583704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1583723.500000 Penalty: 4797.747559
	Iteration 19Q: 3 clusters Score -1583724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1583740.500000 Penalty: 4797.747559
	Iteration 20F: 3 clusters Score -1583740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1583750.500000 Penalty: 4797.747559
	Iteration 21Q: 3 clusters Score -1583750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1583761.250000 Penalty: 4797.747559
	Iteration 22Q: 3 clusters Score -1583761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1583765.125000 Penalty: 4797.747559
	Iteration 23Q: 3 clusters Score -1583765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1583769.375000 Penalty: 4797.747559
	Iteration 24Q: 3 clusters Score -1583769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1583768.625000 Penalty: 4797.747559
	Iteration 25Q: 3 clusters Score -1583769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1583773.125000 Penalty: 4797.747559
	Iteration 26Q: 3 clusters Score -1583773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1583776.625000 Penalty: 4797.747559
	Iteration 27Q: 3 clusters Score -1583777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1583776.625000 Penalty: 4797.747559
	Iteration 28Q: 3 clusters Score -1583777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1583777.875000 Penalty: 4797.747559
	Iteration 29Q: 3 clusters Score -1583778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1583777.875000 Penalty: 4797.747559
	Iteration 30F: 3 clusters Score -1583778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -315884.500000 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -315884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -312386.906250 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -312386.9 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -313155.093750 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -313155.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -313407.500000 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -313407.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -313589.156250 Penalty: 4032.801270
	Iteration 3F: 3 clusters Score -313589.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -313703.718750 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -313703.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -313773.218750 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -313773.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -313817.218750 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -313817.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -313859.218750 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -313859.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -313887.218750 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -313887.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -313904.656250 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -313904.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -313922.000000 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -313922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -313941.375000 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -313941.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -313961.812500 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -313961.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -313992.781250 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -313992.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -314037.531250 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -314037.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -314102.812500 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -314102.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -314148.718750 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -314148.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -314198.812500 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -314198.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -314233.781250 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -314233.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -314276.437500 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -314276.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -314326.375000 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -314326.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -314369.593750 Penalty: 4032.801270
	Iteration 21Q: 3 clusters Score -314369.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -314400.781250 Penalty: 4032.801270
	Iteration 22Q: 3 clusters Score -314400.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -314434.750000 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -314434.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -314460.406250 Penalty: 4032.801270
	Iteration 24Q: 3 clusters Score -314460.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -314484.125000 Penalty: 4032.801270
	Iteration 25Q: 3 clusters Score -314484.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -314510.218750 Penalty: 4032.801270
	Iteration 26Q: 3 clusters Score -314510.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314535.375000 Penalty: 4032.801270
	Iteration 27Q: 3 clusters Score -314535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314560.312500 Penalty: 4032.801270
	Iteration 28Q: 3 clusters Score -314560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -314587.312500 Penalty: 4032.801270
	Iteration 29Q: 3 clusters Score -314587.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -314613.343750 Penalty: 4032.801270
	Iteration 30Q: 3 clusters Score -314613.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -314631.906250 Penalty: 4032.801270
	Iteration 31Q: 3 clusters Score -314631.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -314645.093750 Penalty: 4032.801270
	Iteration 32Q: 3 clusters Score -314645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -314660.968750 Penalty: 4032.801270
	Iteration 33Q: 3 clusters Score -314661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -314668.406250 Penalty: 4032.801270
	Iteration 34Q: 3 clusters Score -314668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -314678.781250 Penalty: 4032.801270
	Iteration 35Q: 3 clusters Score -314678.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -314686.781250 Penalty: 4032.801270
	Iteration 36Q: 3 clusters Score -314686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -314693.875000 Penalty: 4032.801270
	Iteration 37Q: 3 clusters Score -314693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -314698.937500 Penalty: 4032.801270
	Iteration 38Q: 3 clusters Score -314698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -314701.406250 Penalty: 4032.801270
	Iteration 39Q: 3 clusters Score -314701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -314703.000000 Penalty: 4032.801270
	Iteration 40F: 3 clusters Score -314703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -314704.062500 Penalty: 4032.801270
	Iteration 41Q: 3 clusters Score -314704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314705.250000 Penalty: 4032.801270
	Iteration 42Q: 3 clusters Score -314705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -314707.093750 Penalty: 4032.801270
	Iteration 43Q: 3 clusters Score -314707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -314707.093750 Penalty: 4032.801270
	Iteration 44F: 3 clusters Score -314707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -105561.523438 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -105561.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -103493.375000 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -103493.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103861.250000 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -103861.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103980.289062 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -103980.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104068.242188 Penalty: 3526.500244
	Iteration 3Q: 3 clusters Score -104068.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104147.421875 Penalty: 3526.500244
	Iteration 4Q: 3 clusters Score -104147.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104217.390625 Penalty: 3526.500244
	Iteration 5Q: 3 clusters Score -104217.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104262.460938 Penalty: 3526.500244
	Iteration 6Q: 3 clusters Score -104262.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104292.359375 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -104292.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104328.664062 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -104328.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104369.968750 Penalty: 3526.500244
	Iteration 9Q: 3 clusters Score -104370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104404.218750 Penalty: 3526.500244
	Iteration 10Q: 3 clusters Score -104404.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104429.203125 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -104429.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104460.781250 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -104460.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104490.757812 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -104490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104508.328125 Penalty: 3526.500244
	Iteration 14Q: 3 clusters Score -104508.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104518.929688 Penalty: 3526.500244
	Iteration 15Q: 3 clusters Score -104518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104532.343750 Penalty: 3526.500244
	Iteration 16Q: 3 clusters Score -104532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104541.132812 Penalty: 3526.500244
	Iteration 17Q: 3 clusters Score -104541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104544.070312 Penalty: 3526.500244
	Iteration 18Q: 3 clusters Score -104544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104548.796875 Penalty: 3526.500244
	Iteration 19Q: 3 clusters Score -104548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104556.679688 Penalty: 3526.500244
	Iteration 20F: 3 clusters Score -104556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104560.156250 Penalty: 3526.500244
	Iteration 21Q: 3 clusters Score -104560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104562.390625 Penalty: 3526.500244
	Iteration 22Q: 3 clusters Score -104562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104562.390625 Penalty: 3526.500244
	Iteration 23F: 3 clusters Score -104562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Entering Unmasked Estep 
Score: -644134.500000 Penalty: 2172.670166
	Iteration 0F: 2 clusters Score -644134.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -638744.812500 Penalty: 4345.340332
	Iteration 0F: 3 clusters Score -638744.8 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -640169.062500 Penalty: 4345.340332
	Iteration 1F: 3 clusters Score -640169.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -640419.062500 Penalty: 4345.340332
	Iteration 2F: 3 clusters Score -640419.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -640591.750000 Penalty: 4345.340332
	Iteration 3F: 3 clusters Score -640591.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -640720.625000 Penalty: 4345.340332
	Iteration 4Q: 3 clusters Score -640720.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -640808.375000 Penalty: 4345.340332
	Iteration 5Q: 3 clusters Score -640808.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -640884.687500 Penalty: 4345.340332
	Iteration 6Q: 3 clusters Score -640884.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -640955.312500 Penalty: 4345.340332
	Iteration 7Q: 3 clusters Score -640955.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -641037.562500 Penalty: 4345.340332
	Iteration 8Q: 3 clusters Score -641037.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -641122.937500 Penalty: 4345.340332
	Iteration 9Q: 3 clusters Score -641122.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -641196.312500 Penalty: 4345.340332
	Iteration 10Q: 3 clusters Score -641196.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -641271.562500 Penalty: 4345.340332
	Iteration 11Q: 3 clusters Score -641271.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -641351.125000 Penalty: 4345.340332
	Iteration 12Q: 3 clusters Score -641351.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -641435.500000 Penalty: 4345.340332
	Iteration 13Q: 3 clusters Score -641435.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -641517.062500 Penalty: 4345.340332
	Iteration 14Q: 3 clusters Score -641517.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -641599.625000 Penalty: 4345.340332
	Iteration 15Q: 3 clusters Score -641599.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -641676.437500 Penalty: 4345.340332
	Iteration 16Q: 3 clusters Score -641676.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -641745.937500 Penalty: 4345.340332
	Iteration 17Q: 3 clusters Score -641745.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -641801.187500 Penalty: 4345.340332
	Iteration 18Q: 3 clusters Score -641801.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -641862.875000 Penalty: 4345.340332
	Iteration 19Q: 3 clusters Score -641862.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -641934.750000 Penalty: 4345.340332
	Iteration 20F: 3 clusters Score -641934.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -641994.875000 Penalty: 4345.340332
	Iteration 21Q: 3 clusters Score -641994.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -642052.250000 Penalty: 4345.340332
	Iteration 22Q: 3 clusters Score -642052.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -642096.312500 Penalty: 4345.340332
	Iteration 23Q: 3 clusters Score -642096.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -642123.062500 Penalty: 4345.340332
	Iteration 24Q: 3 clusters Score -642123.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -642143.875000 Penalty: 4345.340332
	Iteration 25Q: 3 clusters Score -642143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -642170.000000 Penalty: 4345.340332
	Iteration 26Q: 3 clusters Score -642170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -642191.062500 Penalty: 4345.340332
	Iteration 27Q: 3 clusters Score -642191.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -642212.250000 Penalty: 4345.340332
	Iteration 28Q: 3 clusters Score -642212.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -642229.437500 Penalty: 4345.340332
	Iteration 29Q: 3 clusters Score -642229.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -642242.500000 Penalty: 4345.340332
	Iteration 30Q: 3 clusters Score -642242.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -642253.437500 Penalty: 4345.340332
	Iteration 31Q: 3 clusters Score -642253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -642259.500000 Penalty: 4345.340332
	Iteration 32Q: 3 clusters Score -642259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -642267.312500 Penalty: 4345.340332
	Iteration 33Q: 3 clusters Score -642267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -642272.687500 Penalty: 4345.340332
	Iteration 34Q: 3 clusters Score -642272.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -642277.062500 Penalty: 4345.340332
	Iteration 35Q: 3 clusters Score -642277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -642281.750000 Penalty: 4345.340332
	Iteration 36Q: 3 clusters Score -642281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -642283.187500 Penalty: 4345.340332
	Iteration 37Q: 3 clusters Score -642283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -642285.125000 Penalty: 4345.340332
	Iteration 38Q: 3 clusters Score -642285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -642287.375000 Penalty: 4345.340332
	Iteration 39Q: 3 clusters Score -642287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -642288.812500 Penalty: 4345.340332
	Iteration 40F: 3 clusters Score -642288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -642288.562500 Penalty: 4345.340332
	Iteration 41Q: 3 clusters Score -642288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -642289.375000 Penalty: 4345.340332
	Iteration 42Q: 3 clusters Score -642289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -642289.375000 Penalty: 4345.340332
	Iteration 43F: 3 clusters Score -642289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -592069.125000 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -592069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -587117.875000 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -587117.9 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -588314.312500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -588314.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -588542.687500 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -588542.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -588683.750000 Penalty: 4279.319824
	Iteration 3F: 3 clusters Score -588683.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -588786.250000 Penalty: 4279.319824
	Iteration 4Q: 3 clusters Score -588786.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -588855.000000 Penalty: 4279.319824
	Iteration 5Q: 3 clusters Score -588855 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -588904.937500 Penalty: 4279.319824
	Iteration 6Q: 3 clusters Score -588904.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -588937.562500 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -588937.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -588966.500000 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -588966.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -588990.812500 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -588990.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -589007.562500 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -589007.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -589026.125000 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -589026.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -589047.187500 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -589047.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -589062.812500 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -589062.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -589074.750000 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -589074.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -589086.375000 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -589086.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -589099.375000 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -589099.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -589111.187500 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -589111.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -589120.812500 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -589120.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589132.812500 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -589132.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -589147.562500 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -589147.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -589163.250000 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -589163.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -589186.500000 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -589186.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -589212.625000 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -589212.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -589239.375000 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -589239.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -589258.625000 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -589258.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -589278.125000 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -589278.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -589302.750000 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -589302.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -589333.312500 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -589333.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -589368.062500 Penalty: 4279.319824
	Iteration 29Q: 3 clusters Score -589368.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -589403.937500 Penalty: 4279.319824
	Iteration 30Q: 3 clusters Score -589403.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -589436.062500 Penalty: 4279.319824
	Iteration 31Q: 3 clusters Score -589436.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -589465.250000 Penalty: 4279.319824
	Iteration 32Q: 3 clusters Score -589465.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -589487.125000 Penalty: 4279.319824
	Iteration 33Q: 3 clusters Score -589487.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -589514.875000 Penalty: 4279.319824
	Iteration 34Q: 3 clusters Score -589514.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -589544.875000 Penalty: 4279.319824
	Iteration 35Q: 3 clusters Score -589544.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -589576.062500 Penalty: 4279.319824
	Iteration 36Q: 3 clusters Score -589576.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -589607.750000 Penalty: 4279.319824
	Iteration 37Q: 3 clusters Score -589607.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -589646.312500 Penalty: 4279.319824
	Iteration 38Q: 3 clusters Score -589646.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -589686.250000 Penalty: 4279.319824
	Iteration 39Q: 3 clusters Score -589686.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -589725.125000 Penalty: 4279.319824
	Iteration 40F: 3 clusters Score -589725.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -589761.937500 Penalty: 4279.319824
	Iteration 41Q: 3 clusters Score -589761.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -589817.312500 Penalty: 4279.319824
	Iteration 42Q: 3 clusters Score -589817.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -589877.875000 Penalty: 4279.319824
	Iteration 43Q: 3 clusters Score -589877.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -589905.187500 Penalty: 4279.319824
	Iteration 44Q: 3 clusters Score -589905.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -589935.062500 Penalty: 4279.319824
	Iteration 45Q: 3 clusters Score -589935.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -589953.312500 Penalty: 4279.319824
	Iteration 46Q: 3 clusters Score -589953.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -589975.187500 Penalty: 4279.319824
	Iteration 47Q: 3 clusters Score -589975.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -589991.500000 Penalty: 4279.319824
	Iteration 48Q: 3 clusters Score -589991.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -590002.812500 Penalty: 4279.319824
	Iteration 49Q: 3 clusters Score -590002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -590012.375000 Penalty: 4279.319824
	Iteration 50Q: 3 clusters Score -590012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -590024.187500 Penalty: 4279.319824
	Iteration 51Q: 3 clusters Score -590024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -590035.250000 Penalty: 4279.319824
	Iteration 52Q: 3 clusters Score -590035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -590048.312500 Penalty: 4279.319824
	Iteration 53Q: 3 clusters Score -590048.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -590061.625000 Penalty: 4279.319824
	Iteration 54Q: 3 clusters Score -590061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -590071.000000 Penalty: 4279.319824
	Iteration 55Q: 3 clusters Score -590071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -590076.250000 Penalty: 4279.319824
	Iteration 56Q: 3 clusters Score -590076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -590082.750000 Penalty: 4279.319824
	Iteration 57Q: 3 clusters Score -590082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -590085.687500 Penalty: 4279.319824
	Iteration 58Q: 3 clusters Score -590085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -590089.250000 Penalty: 4279.319824
	Iteration 59Q: 3 clusters Score -590089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -590092.125000 Penalty: 4279.319824
	Iteration 60F: 3 clusters Score -590092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -590095.062500 Penalty: 4279.319824
	Iteration 61Q: 3 clusters Score -590095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -590098.187500 Penalty: 4279.319824
	Iteration 62Q: 3 clusters Score -590098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -590102.687500 Penalty: 4279.319824
	Iteration 63Q: 3 clusters Score -590102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -590106.500000 Penalty: 4279.319824
	Iteration 64Q: 3 clusters Score -590106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -590108.562500 Penalty: 4279.319824
	Iteration 65Q: 3 clusters Score -590108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -590108.875000 Penalty: 4279.319824
	Iteration 66Q: 3 clusters Score -590108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -590110.250000 Penalty: 4279.319824
	Iteration 67Q: 3 clusters Score -590110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -590110.500000 Penalty: 4279.319824
	Iteration 68Q: 3 clusters Score -590110.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -590112.562500 Penalty: 4279.319824
	Iteration 69Q: 3 clusters Score -590112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -590114.187500 Penalty: 4279.319824
	Iteration 70Q: 3 clusters Score -590114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -590115.312500 Penalty: 4279.319824
	Iteration 71Q: 3 clusters Score -590115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -590115.875000 Penalty: 4279.319824
	Iteration 72Q: 3 clusters Score -590115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -590115.875000 Penalty: 4279.319824
	Iteration 73F: 3 clusters Score -590115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Entering Unmasked Estep 
Score: -2704764.750000 Penalty: 2526.341309
	Iteration 0F: 2 clusters Score -2704765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2686480.500000 Penalty: 5052.682617
	Iteration 0F: 3 clusters Score -2686480 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2693743.750000 Penalty: 5052.682617
	Iteration 1F: 3 clusters Score -2693744 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2697072.000000 Penalty: 5052.682617
	Iteration 2F: 3 clusters Score -2697072 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2704213.500000 Penalty: 5052.682617
	Iteration 3F: 3 clusters Score -2704214 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2709534.000000 Penalty: 5052.682617
	Iteration 4F: 3 clusters Score -2709534 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2711738.500000 Penalty: 5052.682617
	Iteration 5F: 3 clusters Score -2711738 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2713103.000000 Penalty: 5052.682617
	Iteration 6Q: 3 clusters Score -2713103 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2713984.000000 Penalty: 5052.682617
	Iteration 7Q: 3 clusters Score -2713984 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2714617.000000 Penalty: 5052.682617
	Iteration 8Q: 3 clusters Score -2714617 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2714902.750000 Penalty: 5052.682617
	Iteration 9Q: 3 clusters Score -2714903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2714998.250000 Penalty: 5052.682617
	Iteration 10Q: 3 clusters Score -2714998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2715020.250000 Penalty: 5052.682617
	Iteration 11Q: 3 clusters Score -2715020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2715030.750000 Penalty: 5052.682617
	Iteration 12Q: 3 clusters Score -2715031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2715029.500000 Penalty: 5052.682617
	Iteration 13Q: 3 clusters Score -2715030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2715033.000000 Penalty: 5052.682617
	Iteration 14Q: 3 clusters Score -2715033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2715030.750000 Penalty: 5052.682617
	Iteration 15Q: 3 clusters Score -2715031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2715030.750000 Penalty: 5052.682617
	Iteration 16F: 3 clusters Score -2715031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14728 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15720 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24737 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 35068 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 14961 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 3463 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 96782 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6566 members 
Mstep: Class 39 contains 24692 members 
Mstep: Class 40 contains 5090 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15881 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6379 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Mstep: Class 50 contains 5075 members 
Mstep: Class 51 contains 4338 members 
Entering Unmasked Estep 
Score: -58968464.000000 Penalty: 168820.187500
Splitting cluster 49 changes total score from -58958660.000000 to -58968464.000000
So it's getting split into cluster 51.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14728 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15720 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 24737 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 35068 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 14961 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 30385 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 6161 members 
Mstep: Class 34 contains 3463 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 96782 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6566 members 
Mstep: Class 39 contains 24692 members 
Mstep: Class 40 contains 5090 members 
Mstep: Class 41 contains 4105 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 15881 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6379 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58969440.000000 Penalty: 168820.187500
Iteration 319Q: 52 clusters Score -5.896944e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 14706 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 60090 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15693 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 24718 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 35068 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 14939 members 
Mstep: Class 24 contains 4317 members 
Mstep: Class 25 contains 9224 members 
Mstep: Class 26 contains 30380 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2755 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 6163 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 96780 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6559 members 
Mstep: Class 39 contains 24739 members 
Mstep: Class 40 contains 5079 members 
Mstep: Class 41 contains 4102 members 
Mstep: Class 42 contains 4339 members 
Mstep: Class 43 contains 2293 members 
Mstep: Class 44 contains 15871 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22199 members 
Mstep: Class 50 contains 5000 members 
Mstep: Class 51 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58970480.000000 Penalty: 168820.187500
Iteration 320F: 52 clusters Score -5.897048e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14676 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39711 members 
Mstep: Class 5 contains 60076 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9983 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 24708 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 16 contains 5430 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 10219 members 
Mstep: Class 20 contains 35057 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 14929 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 9191 members 
Mstep: Class 26 contains 30377 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 6167 members 
Mstep: Class 34 contains 3476 members 
Mstep: Class 35 contains 9328 members 
Mstep: Class 36 contains 96779 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6546 members 
Mstep: Class 39 contains 24707 members 
Mstep: Class 40 contains 4948 members 
Mstep: Class 41 contains 4102 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 15852 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6385 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22205 members 
Mstep: Class 50 contains 5008 members 
Mstep: Class 51 contains 4386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58970772.000000 Penalty: 168820.187500
Iteration 321Q: 52 clusters Score -5.897077e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14649 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 60066 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15651 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 15962 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 13 contains 24704 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 35057 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 6116 members 
Mstep: Class 23 contains 14920 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 9173 members 
Mstep: Class 26 contains 30374 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2758 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 6172 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 9177 members 
Mstep: Class 36 contains 96783 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6530 members 
Mstep: Class 39 contains 24689 members 
Mstep: Class 40 contains 4886 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 15846 members 
Mstep: Class 45 contains 3397 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6385 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22206 members 
Mstep: Class 50 contains 5027 members 
Mstep: Class 51 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58970892.000000 Penalty: 168820.187500
Iteration 322Q: 52 clusters Score -5.897089e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14627 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39696 members 
Mstep: Class 5 contains 60062 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 13 contains 24698 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 10127 members 
Mstep: Class 20 contains 35063 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 14908 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9157 members 
Mstep: Class 26 contains 30367 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2763 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 6176 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 9060 members 
Mstep: Class 36 contains 96784 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6510 members 
Mstep: Class 39 contains 24686 members 
Mstep: Class 40 contains 4837 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 15843 members 
Mstep: Class 45 contains 3398 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6385 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22207 members 
Mstep: Class 50 contains 5052 members 
Mstep: Class 51 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971120.000000 Penalty: 168820.187500
Iteration 323Q: 52 clusters Score -5.897112e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14626 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39691 members 
Mstep: Class 5 contains 60062 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15631 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 15970 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 10085 members 
Mstep: Class 20 contains 35061 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 14899 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 30363 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1843 members 
Mstep: Class 33 contains 6180 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8954 members 
Mstep: Class 36 contains 96785 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6495 members 
Mstep: Class 39 contains 24671 members 
Mstep: Class 40 contains 4796 members 
Mstep: Class 41 contains 4103 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 15835 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6385 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22208 members 
Mstep: Class 50 contains 5064 members 
Mstep: Class 51 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971088.000000 Penalty: 168820.187500
Iteration 324Q: 52 clusters Score -5.897109e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14624 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39691 members 
Mstep: Class 5 contains 60065 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 13 contains 24687 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 10048 members 
Mstep: Class 20 contains 35057 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 6811 members 
Mstep: Class 23 contains 14900 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9105 members 
Mstep: Class 26 contains 30358 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2772 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1843 members 
Mstep: Class 33 contains 6182 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8850 members 
Mstep: Class 36 contains 96785 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 24667 members 
Mstep: Class 40 contains 4770 members 
Mstep: Class 41 contains 4102 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15828 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22208 members 
Mstep: Class 50 contains 5072 members 
Mstep: Class 51 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971240.000000 Penalty: 168820.187500
Iteration 325Q: 52 clusters Score -5.897124e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39689 members 
Mstep: Class 5 contains 60064 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24682 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 35058 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 7012 members 
Mstep: Class 23 contains 14897 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 30359 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2778 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 6183 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8754 members 
Mstep: Class 36 contains 96784 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6468 members 
Mstep: Class 39 contains 24665 members 
Mstep: Class 40 contains 4753 members 
Mstep: Class 41 contains 4101 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 15823 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6388 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22207 members 
Mstep: Class 50 contains 5081 members 
Mstep: Class 51 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971380.000000 Penalty: 168820.187500
Iteration 326Q: 52 clusters Score -5.897138e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 14615 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 39696 members 
Mstep: Class 5 contains 60066 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24676 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 35057 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 7171 members 
Mstep: Class 23 contains 14896 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9043 members 
Mstep: Class 26 contains 30359 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1843 members 
Mstep: Class 33 contains 6185 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8663 members 
Mstep: Class 36 contains 96784 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6458 members 
Mstep: Class 39 contains 24670 members 
Mstep: Class 40 contains 4739 members 
Mstep: Class 41 contains 4100 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 15815 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22208 members 
Mstep: Class 50 contains 5092 members 
Mstep: Class 51 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971324.000000 Penalty: 168820.187500
Iteration 327Q: 52 clusters Score -5.897132e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14612 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60067 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15596 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24676 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9972 members 
Mstep: Class 20 contains 35055 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 7295 members 
Mstep: Class 23 contains 14892 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9027 members 
Mstep: Class 26 contains 30357 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6187 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8587 members 
Mstep: Class 36 contains 96785 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6453 members 
Mstep: Class 39 contains 24671 members 
Mstep: Class 40 contains 4724 members 
Mstep: Class 41 contains 4099 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 15813 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22210 members 
Mstep: Class 50 contains 5100 members 
Mstep: Class 51 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971288.000000 Penalty: 168820.187500
Iteration 328Q: 52 clusters Score -5.897129e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14616 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 60061 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15586 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24671 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9952 members 
Mstep: Class 20 contains 35051 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 7413 members 
Mstep: Class 23 contains 14894 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 9016 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6188 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8518 members 
Mstep: Class 36 contains 96786 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6444 members 
Mstep: Class 39 contains 24673 members 
Mstep: Class 40 contains 4714 members 
Mstep: Class 41 contains 4096 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 15811 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22210 members 
Mstep: Class 50 contains 5107 members 
Mstep: Class 51 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971320.000000 Penalty: 168820.187500
Iteration 329Q: 52 clusters Score -5.897132e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14619 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60058 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24670 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 5484 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 35052 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 7517 members 
Mstep: Class 23 contains 14894 members 
Mstep: Class 24 contains 4312 members 
Mstep: Class 25 contains 9005 members 
Mstep: Class 26 contains 30357 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2795 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6189 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8448 members 
Mstep: Class 36 contains 96786 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6436 members 
Mstep: Class 39 contains 24674 members 
Mstep: Class 40 contains 4703 members 
Mstep: Class 41 contains 4095 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 15811 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6388 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22212 members 
Mstep: Class 50 contains 5114 members 
Mstep: Class 51 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971392.000000 Penalty: 168820.187500
Iteration 330Q: 52 clusters Score -5.897139e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14618 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60055 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9933 members 
Mstep: Class 20 contains 35053 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 7608 members 
Mstep: Class 23 contains 14892 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9003 members 
Mstep: Class 26 contains 30355 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6189 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8374 members 
Mstep: Class 36 contains 96785 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6433 members 
Mstep: Class 39 contains 24673 members 
Mstep: Class 40 contains 4699 members 
Mstep: Class 41 contains 4094 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 15812 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6388 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Mstep: Class 50 contains 5122 members 
Mstep: Class 51 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971436.000000 Penalty: 168820.187500
Iteration 331Q: 52 clusters Score -5.897144e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14613 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60056 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 5489 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 35052 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 14894 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9000 members 
Mstep: Class 26 contains 30355 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6191 members 
Mstep: Class 34 contains 3480 members 
Mstep: Class 35 contains 8319 members 
Mstep: Class 36 contains 96785 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6425 members 
Mstep: Class 39 contains 24672 members 
Mstep: Class 40 contains 4694 members 
Mstep: Class 41 contains 4095 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15815 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5127 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971516.000000 Penalty: 168820.187500
Iteration 332Q: 52 clusters Score -5.897152e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14609 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39699 members 
Mstep: Class 5 contains 60055 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 35051 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 14894 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 30355 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2803 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6194 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8267 members 
Mstep: Class 36 contains 96788 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6421 members 
Mstep: Class 39 contains 24675 members 
Mstep: Class 40 contains 4694 members 
Mstep: Class 41 contains 4095 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15817 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5132 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971516.000000 Penalty: 168820.187500
Iteration 333Q: 52 clusters Score -5.897152e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39700 members 
Mstep: Class 5 contains 60055 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15561 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 35048 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 7815 members 
Mstep: Class 23 contains 14890 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 8993 members 
Mstep: Class 26 contains 30353 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2806 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6198 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8221 members 
Mstep: Class 36 contains 96789 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6413 members 
Mstep: Class 39 contains 24675 members 
Mstep: Class 40 contains 4693 members 
Mstep: Class 41 contains 4095 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15818 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5134 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971572.000000 Penalty: 168820.187500
Iteration 334Q: 52 clusters Score -5.897157e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14604 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39698 members 
Mstep: Class 5 contains 60055 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35047 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 7882 members 
Mstep: Class 23 contains 14888 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8985 members 
Mstep: Class 26 contains 30350 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2809 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6199 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8172 members 
Mstep: Class 36 contains 96789 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6407 members 
Mstep: Class 39 contains 24677 members 
Mstep: Class 40 contains 4690 members 
Mstep: Class 41 contains 4094 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15819 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22213 members 
Mstep: Class 50 contains 5138 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971548.000000 Penalty: 168820.187500
Iteration 335Q: 52 clusters Score -5.897155e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14607 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39698 members 
Mstep: Class 5 contains 60054 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 35048 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 14883 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 8981 members 
Mstep: Class 26 contains 30344 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6201 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 96790 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6399 members 
Mstep: Class 39 contains 24680 members 
Mstep: Class 40 contains 4688 members 
Mstep: Class 41 contains 4093 members 
Mstep: Class 42 contains 4338 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15821 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22213 members 
Mstep: Class 50 contains 5138 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971620.000000 Penalty: 168820.187500
Iteration 336Q: 52 clusters Score -5.897162e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39697 members 
Mstep: Class 5 contains 60054 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5489 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 35047 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 7988 members 
Mstep: Class 23 contains 14881 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 8979 members 
Mstep: Class 26 contains 30341 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6202 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8086 members 
Mstep: Class 36 contains 96791 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6393 members 
Mstep: Class 39 contains 24685 members 
Mstep: Class 40 contains 4684 members 
Mstep: Class 41 contains 4092 members 
Mstep: Class 42 contains 4337 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15827 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Mstep: Class 50 contains 5142 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971672.000000 Penalty: 168820.187500
Iteration 337Q: 52 clusters Score -5.897167e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14612 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39698 members 
Mstep: Class 5 contains 60055 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 35047 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 8978 members 
Mstep: Class 26 contains 30340 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2818 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6203 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8049 members 
Mstep: Class 36 contains 96790 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6391 members 
Mstep: Class 39 contains 24685 members 
Mstep: Class 40 contains 4676 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 4337 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15826 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6389 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Mstep: Class 50 contains 5152 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971744.000000 Penalty: 168820.187500
Iteration 338Q: 52 clusters Score -5.897174e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14610 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39698 members 
Mstep: Class 5 contains 60053 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 35046 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8069 members 
Mstep: Class 23 contains 14882 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 8975 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2824 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 6205 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 8010 members 
Mstep: Class 36 contains 96790 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6389 members 
Mstep: Class 39 contains 24687 members 
Mstep: Class 40 contains 4673 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 4337 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15828 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6388 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Mstep: Class 50 contains 5161 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971788.000000 Penalty: 168820.187500
Iteration 339Q: 52 clusters Score -5.897179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14607 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39697 members 
Mstep: Class 5 contains 60052 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15545 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 35046 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8092 members 
Mstep: Class 23 contains 14882 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 8975 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2824 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1845 members 
Mstep: Class 33 contains 6208 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7977 members 
Mstep: Class 36 contains 96791 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6387 members 
Mstep: Class 39 contains 24691 members 
Mstep: Class 40 contains 4674 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 4337 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15831 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22214 members 
Mstep: Class 50 contains 5167 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971784.000000 Penalty: 168820.187500
Iteration 340F: 52 clusters Score -5.897178e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14598 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39699 members 
Mstep: Class 5 contains 60052 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5682 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 35046 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 8106 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 8977 members 
Mstep: Class 26 contains 30338 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 2827 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6207 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7950 members 
Mstep: Class 36 contains 96793 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6387 members 
Mstep: Class 39 contains 24694 members 
Mstep: Class 40 contains 4674 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 4336 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15833 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5172 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971748.000000 Penalty: 168820.187500
Iteration 341Q: 52 clusters Score -5.897175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 15975 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 35045 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 8119 members 
Mstep: Class 23 contains 14877 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 8977 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 2828 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6207 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7924 members 
Mstep: Class 36 contains 96795 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6385 members 
Mstep: Class 39 contains 24694 members 
Mstep: Class 40 contains 4673 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 4336 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5179 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971748.000000 Penalty: 168820.187500
Iteration 342Q: 52 clusters Score -5.897175e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14595 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39699 members 
Mstep: Class 5 contains 60047 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 35044 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 14877 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8977 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6210 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7905 members 
Mstep: Class 36 contains 96796 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6382 members 
Mstep: Class 39 contains 24697 members 
Mstep: Class 40 contains 4673 members 
Mstep: Class 41 contains 4090 members 
Mstep: Class 42 contains 4336 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15839 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5184 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971632.000000 Penalty: 168820.187500
Iteration 343Q: 52 clusters Score -5.897163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39697 members 
Mstep: Class 5 contains 60046 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 15539 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 35043 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8147 members 
Mstep: Class 23 contains 14876 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8975 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6212 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7892 members 
Mstep: Class 36 contains 96797 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6383 members 
Mstep: Class 39 contains 24697 members 
Mstep: Class 40 contains 4672 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5186 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971628.000000 Penalty: 168820.187500
Iteration 344Q: 52 clusters Score -5.897163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14597 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39698 members 
Mstep: Class 5 contains 60046 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8159 members 
Mstep: Class 23 contains 14875 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8974 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6215 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7879 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6381 members 
Mstep: Class 39 contains 24699 members 
Mstep: Class 40 contains 4673 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5188 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971660.000000 Penalty: 168820.187500
Iteration 345Q: 52 clusters Score -5.897166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39699 members 
Mstep: Class 5 contains 60046 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8169 members 
Mstep: Class 23 contains 14872 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8973 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7871 members 
Mstep: Class 36 contains 96796 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 6379 members 
Mstep: Class 39 contains 24701 members 
Mstep: Class 40 contains 4673 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5188 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971596.000000 Penalty: 168820.187500
Iteration 346Q: 52 clusters Score -5.89716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14595 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60046 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 15532 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8184 members 
Mstep: Class 23 contains 14870 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8969 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7862 members 
Mstep: Class 36 contains 96794 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6380 members 
Mstep: Class 39 contains 24701 members 
Mstep: Class 40 contains 4672 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15840 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5188 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971604.000000 Penalty: 168820.187500
Iteration 347Q: 52 clusters Score -5.89716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14594 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60047 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15970 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7206 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8195 members 
Mstep: Class 23 contains 14869 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8966 members 
Mstep: Class 26 contains 30335 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7854 members 
Mstep: Class 36 contains 96794 members 
Mstep: Class 37 contains 5456 members 
Mstep: Class 38 contains 6379 members 
Mstep: Class 39 contains 24705 members 
Mstep: Class 40 contains 4670 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15840 members 
Mstep: Class 45 contains 3399 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5188 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971624.000000 Penalty: 168820.187500
Iteration 348Q: 52 clusters Score -5.897162e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 60048 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15533 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8211 members 
Mstep: Class 23 contains 14867 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8962 members 
Mstep: Class 26 contains 30334 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 96793 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 6378 members 
Mstep: Class 39 contains 24707 members 
Mstep: Class 40 contains 4667 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15840 members 
Mstep: Class 45 contains 3400 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22215 members 
Mstep: Class 50 contains 5188 members 
Mstep: Class 51 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971564.000000 Penalty: 168820.187500
Iteration 349Q: 52 clusters Score -5.897156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8225 members 
Mstep: Class 23 contains 14865 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8958 members 
Mstep: Class 26 contains 30332 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9800 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7832 members 
Mstep: Class 36 contains 96795 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6376 members 
Mstep: Class 39 contains 24707 members 
Mstep: Class 40 contains 4660 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5189 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971644.000000 Penalty: 168820.187500
Iteration 350Q: 52 clusters Score -5.897164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60048 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8238 members 
Mstep: Class 23 contains 14865 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8957 members 
Mstep: Class 26 contains 30331 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7822 members 
Mstep: Class 36 contains 96795 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6373 members 
Mstep: Class 39 contains 24710 members 
Mstep: Class 40 contains 4657 members 
Mstep: Class 41 contains 4089 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5189 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971632.000000 Penalty: 168820.187500
Iteration 351Q: 52 clusters Score -5.897163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15536 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8255 members 
Mstep: Class 23 contains 14865 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8954 members 
Mstep: Class 26 contains 30330 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7809 members 
Mstep: Class 36 contains 96794 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6372 members 
Mstep: Class 39 contains 24710 members 
Mstep: Class 40 contains 4655 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15841 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5187 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971636.000000 Penalty: 168820.187500
Iteration 352Q: 52 clusters Score -5.897164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39706 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15536 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 14862 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8953 members 
Mstep: Class 26 contains 30329 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7802 members 
Mstep: Class 36 contains 96795 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6371 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4654 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15838 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5188 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971560.000000 Penalty: 168820.187500
Iteration 353Q: 52 clusters Score -5.897156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15970 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 35040 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 23 contains 14860 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8952 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7792 members 
Mstep: Class 36 contains 96796 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6369 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4653 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15838 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5189 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971604.000000 Penalty: 168820.187500
Iteration 354Q: 52 clusters Score -5.89716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14597 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 35040 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 14859 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6216 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7782 members 
Mstep: Class 36 contains 96797 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6369 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4653 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971608.000000 Penalty: 168820.187500
Iteration 355Q: 52 clusters Score -5.897161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14598 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9917 members 
Mstep: Class 20 contains 35039 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7779 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6368 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4653 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971576.000000 Penalty: 168820.187500
Iteration 356Q: 52 clusters Score -5.897158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14598 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9917 members 
Mstep: Class 20 contains 35040 members 
Mstep: Class 21 contains 6136 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 14857 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7772 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6365 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4653 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971592.000000 Penalty: 168820.187500
Iteration 357Q: 52 clusters Score -5.897159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14598 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9917 members 
Mstep: Class 20 contains 35040 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 8325 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7763 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4652 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971628.000000 Penalty: 168820.187500
Iteration 358Q: 52 clusters Score -5.897163e+07 nChanged 12
Entering ConstructFrom: 
Score: -58971628.000000 Penalty: 168820.187500
Entering ConstructFrom: 
Trying to split cluster 1 (17145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Entering Unmasked Estep 
Score: -1682055.500000 Penalty: 2417.866699
	Iteration 0F: 2 clusters Score -1682056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1669932.500000 Penalty: 4835.733398
	Iteration 0F: 3 clusters Score -1669932 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1673909.875000 Penalty: 4835.733398
	Iteration 1F: 3 clusters Score -1673910 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1674365.750000 Penalty: 4835.733398
	Iteration 2F: 3 clusters Score -1674366 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1674703.125000 Penalty: 4835.733398
	Iteration 3F: 3 clusters Score -1674703 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1674968.000000 Penalty: 4835.733398
	Iteration 4Q: 3 clusters Score -1674968 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1675238.000000 Penalty: 4835.733398
	Iteration 5Q: 3 clusters Score -1675238 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1675520.250000 Penalty: 4835.733398
	Iteration 6Q: 3 clusters Score -1675520 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1675806.250000 Penalty: 4835.733398
	Iteration 7Q: 3 clusters Score -1675806 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1676128.750000 Penalty: 4835.733398
	Iteration 8Q: 3 clusters Score -1676129 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1676527.625000 Penalty: 4835.733398
	Iteration 9Q: 3 clusters Score -1676528 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1676935.375000 Penalty: 4835.733398
	Iteration 10Q: 3 clusters Score -1676935 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1677396.750000 Penalty: 4835.733398
	Iteration 11Q: 3 clusters Score -1677397 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1677848.000000 Penalty: 4835.733398
	Iteration 12Q: 3 clusters Score -1677848 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1678299.000000 Penalty: 4835.733398
	Iteration 13Q: 3 clusters Score -1678299 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1678703.375000 Penalty: 4835.733398
	Iteration 14Q: 3 clusters Score -1678703 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1679012.875000 Penalty: 4835.733398
	Iteration 15Q: 3 clusters Score -1679013 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1679251.000000 Penalty: 4835.733398
	Iteration 16Q: 3 clusters Score -1679251 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1679420.125000 Penalty: 4835.733398
	Iteration 17Q: 3 clusters Score -1679420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1679518.750000 Penalty: 4835.733398
	Iteration 18Q: 3 clusters Score -1679519 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1679585.000000 Penalty: 4835.733398
	Iteration 19Q: 3 clusters Score -1679585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1679622.250000 Penalty: 4835.733398
	Iteration 20F: 3 clusters Score -1679622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1679648.875000 Penalty: 4835.733398
	Iteration 21Q: 3 clusters Score -1679649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1679679.375000 Penalty: 4835.733398
	Iteration 22Q: 3 clusters Score -1679679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1679694.125000 Penalty: 4835.733398
	Iteration 23Q: 3 clusters Score -1679694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1679707.625000 Penalty: 4835.733398
	Iteration 24Q: 3 clusters Score -1679708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1679716.625000 Penalty: 4835.733398
	Iteration 25Q: 3 clusters Score -1679717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1679720.250000 Penalty: 4835.733398
	Iteration 26Q: 3 clusters Score -1679720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1679726.625000 Penalty: 4835.733398
	Iteration 27Q: 3 clusters Score -1679727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1679737.875000 Penalty: 4835.733398
	Iteration 28Q: 3 clusters Score -1679738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1679748.750000 Penalty: 4835.733398
	Iteration 29Q: 3 clusters Score -1679749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1679756.500000 Penalty: 4835.733398
	Iteration 30Q: 3 clusters Score -1679756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1679762.625000 Penalty: 4835.733398
	Iteration 31Q: 3 clusters Score -1679763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1679777.375000 Penalty: 4835.733398
	Iteration 32Q: 3 clusters Score -1679777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1679788.625000 Penalty: 4835.733398
	Iteration 33Q: 3 clusters Score -1679789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1679796.250000 Penalty: 4835.733398
	Iteration 34Q: 3 clusters Score -1679796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1679803.625000 Penalty: 4835.733398
	Iteration 35Q: 3 clusters Score -1679804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1679815.250000 Penalty: 4835.733398
	Iteration 36Q: 3 clusters Score -1679815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1679831.750000 Penalty: 4835.733398
	Iteration 37Q: 3 clusters Score -1679832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1679837.750000 Penalty: 4835.733398
	Iteration 38Q: 3 clusters Score -1679838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1679847.375000 Penalty: 4835.733398
	Iteration 39Q: 3 clusters Score -1679847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1679848.625000 Penalty: 4835.733398
	Iteration 40F: 3 clusters Score -1679849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1679858.250000 Penalty: 4835.733398
	Iteration 41Q: 3 clusters Score -1679858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1679862.375000 Penalty: 4835.733398
	Iteration 42Q: 3 clusters Score -1679862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1679863.000000 Penalty: 4835.733398
	Iteration 43Q: 3 clusters Score -1679863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1679868.875000 Penalty: 4835.733398
	Iteration 44Q: 3 clusters Score -1679869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1679869.125000 Penalty: 4835.733398
	Iteration 45Q: 3 clusters Score -1679869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1679872.875000 Penalty: 4835.733398
	Iteration 46Q: 3 clusters Score -1679873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1679874.000000 Penalty: 4835.733398
	Iteration 47Q: 3 clusters Score -1679874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1679878.250000 Penalty: 4835.733398
	Iteration 48Q: 3 clusters Score -1679878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1679879.250000 Penalty: 4835.733398
	Iteration 49Q: 3 clusters Score -1679879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1679878.000000 Penalty: 4835.733398
	Iteration 50Q: 3 clusters Score -1679878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1679877.375000 Penalty: 4835.733398
	Iteration 51Q: 3 clusters Score -1679877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1679880.750000 Penalty: 4835.733398
	Iteration 52Q: 3 clusters Score -1679881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1679879.250000 Penalty: 4835.733398
	Iteration 53Q: 3 clusters Score -1679879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1679880.000000 Penalty: 4835.733398
	Iteration 54Q: 3 clusters Score -1679880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1679880.500000 Penalty: 4835.733398
	Iteration 55Q: 3 clusters Score -1679880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1679880.500000 Penalty: 4835.733398
	Iteration 56F: 3 clusters Score -1679880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Entering Unmasked Estep 
Score: -1372408.000000 Penalty: 2377.948730
	Iteration 0F: 2 clusters Score -1372408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1361794.625000 Penalty: 4755.897461
	Iteration 0F: 3 clusters Score -1361795 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1365138.000000 Penalty: 4755.897461
	Iteration 1F: 3 clusters Score -1365138 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1365573.125000 Penalty: 4755.897461
	Iteration 2F: 3 clusters Score -1365573 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1365988.125000 Penalty: 4755.897461
	Iteration 3F: 3 clusters Score -1365988 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1366412.625000 Penalty: 4755.897461
	Iteration 4F: 3 clusters Score -1366413 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1366864.250000 Penalty: 4755.897461
	Iteration 5F: 3 clusters Score -1366864 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1367334.125000 Penalty: 4755.897461
	Iteration 6F: 3 clusters Score -1367334 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1367774.125000 Penalty: 4755.897461
	Iteration 7F: 3 clusters Score -1367774 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1368159.750000 Penalty: 4755.897461
	Iteration 8Q: 3 clusters Score -1368160 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1368479.125000 Penalty: 4755.897461
	Iteration 9Q: 3 clusters Score -1368479 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1368710.250000 Penalty: 4755.897461
	Iteration 10Q: 3 clusters Score -1368710 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1368905.375000 Penalty: 4755.897461
	Iteration 11Q: 3 clusters Score -1368905 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1369077.375000 Penalty: 4755.897461
	Iteration 12Q: 3 clusters Score -1369077 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1369273.000000 Penalty: 4755.897461
	Iteration 13Q: 3 clusters Score -1369273 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1369466.125000 Penalty: 4755.897461
	Iteration 14Q: 3 clusters Score -1369466 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1369641.250000 Penalty: 4755.897461
	Iteration 15Q: 3 clusters Score -1369641 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1369789.750000 Penalty: 4755.897461
	Iteration 16Q: 3 clusters Score -1369790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1369924.500000 Penalty: 4755.897461
	Iteration 17Q: 3 clusters Score -1369924 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1370041.750000 Penalty: 4755.897461
	Iteration 18Q: 3 clusters Score -1370042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1370150.625000 Penalty: 4755.897461
	Iteration 19Q: 3 clusters Score -1370151 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1370241.125000 Penalty: 4755.897461
	Iteration 20F: 3 clusters Score -1370241 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1370332.250000 Penalty: 4755.897461
	Iteration 21Q: 3 clusters Score -1370332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1370415.500000 Penalty: 4755.897461
	Iteration 22Q: 3 clusters Score -1370416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1370482.250000 Penalty: 4755.897461
	Iteration 23Q: 3 clusters Score -1370482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1370542.000000 Penalty: 4755.897461
	Iteration 24Q: 3 clusters Score -1370542 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1370601.500000 Penalty: 4755.897461
	Iteration 25Q: 3 clusters Score -1370602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1370670.875000 Penalty: 4755.897461
	Iteration 26Q: 3 clusters Score -1370671 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1370714.625000 Penalty: 4755.897461
	Iteration 27Q: 3 clusters Score -1370715 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1370763.000000 Penalty: 4755.897461
	Iteration 28Q: 3 clusters Score -1370763 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1370800.750000 Penalty: 4755.897461
	Iteration 29Q: 3 clusters Score -1370801 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1370819.875000 Penalty: 4755.897461
	Iteration 30Q: 3 clusters Score -1370820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1370840.375000 Penalty: 4755.897461
	Iteration 31Q: 3 clusters Score -1370840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1370857.000000 Penalty: 4755.897461
	Iteration 32Q: 3 clusters Score -1370857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1370868.875000 Penalty: 4755.897461
	Iteration 33Q: 3 clusters Score -1370869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1370882.500000 Penalty: 4755.897461
	Iteration 34Q: 3 clusters Score -1370882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1370889.750000 Penalty: 4755.897461
	Iteration 35Q: 3 clusters Score -1370890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1370898.875000 Penalty: 4755.897461
	Iteration 36Q: 3 clusters Score -1370899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1370905.250000 Penalty: 4755.897461
	Iteration 37Q: 3 clusters Score -1370905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1370913.125000 Penalty: 4755.897461
	Iteration 38Q: 3 clusters Score -1370913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1370921.375000 Penalty: 4755.897461
	Iteration 39Q: 3 clusters Score -1370921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1370927.125000 Penalty: 4755.897461
	Iteration 40F: 3 clusters Score -1370927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1370931.250000 Penalty: 4755.897461
	Iteration 41Q: 3 clusters Score -1370931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1370935.750000 Penalty: 4755.897461
	Iteration 42Q: 3 clusters Score -1370936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1370940.875000 Penalty: 4755.897461
	Iteration 43Q: 3 clusters Score -1370941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1370945.875000 Penalty: 4755.897461
	Iteration 44Q: 3 clusters Score -1370946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1370945.250000 Penalty: 4755.897461
	Iteration 45Q: 3 clusters Score -1370945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1370947.750000 Penalty: 4755.897461
	Iteration 46Q: 3 clusters Score -1370948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1370956.750000 Penalty: 4755.897461
	Iteration 47Q: 3 clusters Score -1370957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1370966.750000 Penalty: 4755.897461
	Iteration 48Q: 3 clusters Score -1370967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1370971.250000 Penalty: 4755.897461
	Iteration 49Q: 3 clusters Score -1370971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1370974.500000 Penalty: 4755.897461
	Iteration 50Q: 3 clusters Score -1370974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1370978.000000 Penalty: 4755.897461
	Iteration 51Q: 3 clusters Score -1370978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1370983.625000 Penalty: 4755.897461
	Iteration 52Q: 3 clusters Score -1370984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1370988.375000 Penalty: 4755.897461
	Iteration 53Q: 3 clusters Score -1370988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1370993.375000 Penalty: 4755.897461
	Iteration 54Q: 3 clusters Score -1370993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1370995.625000 Penalty: 4755.897461
	Iteration 55Q: 3 clusters Score -1370996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1370996.500000 Penalty: 4755.897461
	Iteration 56Q: 3 clusters Score -1370996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1371000.375000 Penalty: 4755.897461
	Iteration 57Q: 3 clusters Score -1371000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1371000.000000 Penalty: 4755.897461
	Iteration 58Q: 3 clusters Score -1371000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1371001.500000 Penalty: 4755.897461
	Iteration 59Q: 3 clusters Score -1371002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1371005.375000 Penalty: 4755.897461
	Iteration 60F: 3 clusters Score -1371005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1371008.125000 Penalty: 4755.897461
	Iteration 61Q: 3 clusters Score -1371008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1371008.000000 Penalty: 4755.897461
	Iteration 62Q: 3 clusters Score -1371008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1371010.000000 Penalty: 4755.897461
	Iteration 63Q: 3 clusters Score -1371010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1371010.250000 Penalty: 4755.897461
	Iteration 64Q: 3 clusters Score -1371010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1371008.875000 Penalty: 4755.897461
	Iteration 65Q: 3 clusters Score -1371009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1371010.125000 Penalty: 4755.897461
	Iteration 66Q: 3 clusters Score -1371010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1371010.500000 Penalty: 4755.897461
	Iteration 67Q: 3 clusters Score -1371010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1371007.750000 Penalty: 4755.897461
	Iteration 68Q: 3 clusters Score -1371008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1371010.000000 Penalty: 4755.897461
	Iteration 69Q: 3 clusters Score -1371010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1371010.000000 Penalty: 4755.897461
	Iteration 70Q: 3 clusters Score -1371010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1371010.000000 Penalty: 4755.897461
	Iteration 71F: 3 clusters Score -1371010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188616.640625 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188616.6 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 1031 members 
Entering Unmasked Estep 
Score: -185976.843750 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -185976.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186464.859375 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186464.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -186610.421875 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186610.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -186680.171875 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186680.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186729.437500 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186729.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186775.578125 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186775.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -186822.843750 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186822.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -186857.453125 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186857.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -186881.765625 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -186881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -186911.375000 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -186911.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -186944.640625 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -186944.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -186971.609375 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -186971.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -186990.578125 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -186990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -187006.937500 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -187006.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -187023.843750 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -187023.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -187039.828125 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -187039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -187052.265625 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -187052.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -187064.828125 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -187064.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -187078.390625 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -187078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -187086.750000 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -187086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -187096.359375 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -187096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -187108.109375 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -187108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -187126.171875 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -187126.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -187135.875000 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -187135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -187139.984375 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -187140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -187143.671875 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -187143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -187144.593750 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -187144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -187145.328125 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -187145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -187146.062500 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -187146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -187147.109375 Penalty: 3781.811035
	Iteration 29Q: 3 clusters Score -187147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -187147.109375 Penalty: 3781.811035
	Iteration 30F: 3 clusters Score -187147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Entering Unmasked Estep 
Score: -3891784.000000 Penalty: 2626.123535
	Iteration 0F: 2 clusters Score -3891784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3864764.750000 Penalty: 5252.247070
	Iteration 0F: 3 clusters Score -3864765 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3875109.250000 Penalty: 5252.247070
	Iteration 1F: 3 clusters Score -3875109 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3875892.000000 Penalty: 5252.247070
	Iteration 2Q: 3 clusters Score -3875892 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3876671.250000 Penalty: 5252.247070
	Iteration 3Q: 3 clusters Score -3876671 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3877578.000000 Penalty: 5252.247070
	Iteration 4Q: 3 clusters Score -3877578 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3878607.750000 Penalty: 5252.247070
	Iteration 5Q: 3 clusters Score -3878608 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3879771.250000 Penalty: 5252.247070
	Iteration 6F: 3 clusters Score -3879771 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3881146.750000 Penalty: 5252.247070
	Iteration 7F: 3 clusters Score -3881147 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3882626.000000 Penalty: 5252.247070
	Iteration 8F: 3 clusters Score -3882626 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3884101.750000 Penalty: 5252.247070
	Iteration 9F: 3 clusters Score -3884102 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3885238.750000 Penalty: 5252.247070
	Iteration 10Q: 3 clusters Score -3885239 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3885906.000000 Penalty: 5252.247070
	Iteration 11Q: 3 clusters Score -3885906 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3886380.500000 Penalty: 5252.247070
	Iteration 12Q: 3 clusters Score -3886380 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3886678.500000 Penalty: 5252.247070
	Iteration 13Q: 3 clusters Score -3886678 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3886910.000000 Penalty: 5252.247070
	Iteration 14Q: 3 clusters Score -3886910 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3887126.500000 Penalty: 5252.247070
	Iteration 15Q: 3 clusters Score -3887126 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3887323.000000 Penalty: 5252.247070
	Iteration 16Q: 3 clusters Score -3887323 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3887530.250000 Penalty: 5252.247070
	Iteration 17Q: 3 clusters Score -3887530 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3887721.500000 Penalty: 5252.247070
	Iteration 18Q: 3 clusters Score -3887722 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3887867.750000 Penalty: 5252.247070
	Iteration 19Q: 3 clusters Score -3887868 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3888011.000000 Penalty: 5252.247070
	Iteration 20F: 3 clusters Score -3888011 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3888115.250000 Penalty: 5252.247070
	Iteration 21Q: 3 clusters Score -3888115 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3888209.750000 Penalty: 5252.247070
	Iteration 22Q: 3 clusters Score -3888210 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3888337.500000 Penalty: 5252.247070
	Iteration 23Q: 3 clusters Score -3888338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3888405.000000 Penalty: 5252.247070
	Iteration 24Q: 3 clusters Score -3888405 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3888474.750000 Penalty: 5252.247070
	Iteration 25Q: 3 clusters Score -3888475 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3888550.500000 Penalty: 5252.247070
	Iteration 26Q: 3 clusters Score -3888550 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3888617.500000 Penalty: 5252.247070
	Iteration 27Q: 3 clusters Score -3888618 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3888666.500000 Penalty: 5252.247070
	Iteration 28Q: 3 clusters Score -3888666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3888717.750000 Penalty: 5252.247070
	Iteration 29Q: 3 clusters Score -3888718 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3888789.750000 Penalty: 5252.247070
	Iteration 30Q: 3 clusters Score -3888790 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3888852.500000 Penalty: 5252.247070
	Iteration 31Q: 3 clusters Score -3888852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3888907.000000 Penalty: 5252.247070
	Iteration 32Q: 3 clusters Score -3888907 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3888943.000000 Penalty: 5252.247070
	Iteration 33Q: 3 clusters Score -3888943 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3888994.750000 Penalty: 5252.247070
	Iteration 34Q: 3 clusters Score -3888995 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3889031.000000 Penalty: 5252.247070
	Iteration 35Q: 3 clusters Score -3889031 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3889070.250000 Penalty: 5252.247070
	Iteration 36Q: 3 clusters Score -3889070 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3889120.750000 Penalty: 5252.247070
	Iteration 37Q: 3 clusters Score -3889121 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3889187.500000 Penalty: 5252.247070
	Iteration 38Q: 3 clusters Score -3889188 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3889262.250000 Penalty: 5252.247070
	Iteration 39Q: 3 clusters Score -3889262 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3889314.250000 Penalty: 5252.247070
	Iteration 40F: 3 clusters Score -3889314 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3889370.500000 Penalty: 5252.247070
	Iteration 41Q: 3 clusters Score -3889370 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3889438.750000 Penalty: 5252.247070
	Iteration 42Q: 3 clusters Score -3889439 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3889491.000000 Penalty: 5252.247070
	Iteration 43Q: 3 clusters Score -3889491 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3889536.750000 Penalty: 5252.247070
	Iteration 44Q: 3 clusters Score -3889537 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3889590.250000 Penalty: 5252.247070
	Iteration 45Q: 3 clusters Score -3889590 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3889641.000000 Penalty: 5252.247070
	Iteration 46Q: 3 clusters Score -3889641 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3889672.750000 Penalty: 5252.247070
	Iteration 47Q: 3 clusters Score -3889673 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3889696.750000 Penalty: 5252.247070
	Iteration 48Q: 3 clusters Score -3889697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3889718.750000 Penalty: 5252.247070
	Iteration 49Q: 3 clusters Score -3889719 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3889761.000000 Penalty: 5252.247070
	Iteration 50Q: 3 clusters Score -3889761 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3889774.750000 Penalty: 5252.247070
	Iteration 51Q: 3 clusters Score -3889775 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3889814.250000 Penalty: 5252.247070
	Iteration 52Q: 3 clusters Score -3889814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3889834.500000 Penalty: 5252.247070
	Iteration 53Q: 3 clusters Score -3889834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3889863.500000 Penalty: 5252.247070
	Iteration 54Q: 3 clusters Score -3889864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3889886.250000 Penalty: 5252.247070
	Iteration 55Q: 3 clusters Score -3889886 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3889921.500000 Penalty: 5252.247070
	Iteration 56Q: 3 clusters Score -3889922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3889948.250000 Penalty: 5252.247070
	Iteration 57Q: 3 clusters Score -3889948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3889957.000000 Penalty: 5252.247070
	Iteration 58Q: 3 clusters Score -3889957 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3889995.000000 Penalty: 5252.247070
	Iteration 59Q: 3 clusters Score -3889995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3890020.000000 Penalty: 5252.247070
	Iteration 60F: 3 clusters Score -3890020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3890037.750000 Penalty: 5252.247070
	Iteration 61Q: 3 clusters Score -3890038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3890046.000000 Penalty: 5252.247070
	Iteration 62Q: 3 clusters Score -3890046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3890075.500000 Penalty: 5252.247070
	Iteration 63Q: 3 clusters Score -3890076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3890085.250000 Penalty: 5252.247070
	Iteration 64Q: 3 clusters Score -3890085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3890104.500000 Penalty: 5252.247070
	Iteration 65Q: 3 clusters Score -3890104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3890149.750000 Penalty: 5252.247070
	Iteration 66Q: 3 clusters Score -3890150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3890155.250000 Penalty: 5252.247070
	Iteration 67Q: 3 clusters Score -3890155 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3890168.000000 Penalty: 5252.247070
	Iteration 68Q: 3 clusters Score -3890168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3890198.000000 Penalty: 5252.247070
	Iteration 69Q: 3 clusters Score -3890198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3890215.000000 Penalty: 5252.247070
	Iteration 70Q: 3 clusters Score -3890215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3890221.250000 Penalty: 5252.247070
	Iteration 71Q: 3 clusters Score -3890221 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3890241.750000 Penalty: 5252.247070
	Iteration 72Q: 3 clusters Score -3890242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3890251.000000 Penalty: 5252.247070
	Iteration 73Q: 3 clusters Score -3890251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3890275.750000 Penalty: 5252.247070
	Iteration 74Q: 3 clusters Score -3890276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3890284.500000 Penalty: 5252.247070
	Iteration 75Q: 3 clusters Score -3890284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3890289.750000 Penalty: 5252.247070
	Iteration 76Q: 3 clusters Score -3890290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3890301.000000 Penalty: 5252.247070
	Iteration 77Q: 3 clusters Score -3890301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3890296.000000 Penalty: 5252.247070
	Iteration 78Q: 3 clusters Score -3890296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3890304.000000 Penalty: 5252.247070
	Iteration 79Q: 3 clusters Score -3890304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3890305.500000 Penalty: 5252.247070
	Iteration 80F: 3 clusters Score -3890306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3890309.750000 Penalty: 5252.247070
	Iteration 81Q: 3 clusters Score -3890310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3890310.000000 Penalty: 5252.247070
	Iteration 82Q: 3 clusters Score -3890310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3890315.750000 Penalty: 5252.247070
	Iteration 83Q: 3 clusters Score -3890316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3890314.500000 Penalty: 5252.247070
	Iteration 84Q: 3 clusters Score -3890314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3890316.250000 Penalty: 5252.247070
	Iteration 85Q: 3 clusters Score -3890316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3890316.250000 Penalty: 5252.247070
	Iteration 86F: 3 clusters Score -3890316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Entering Unmasked Estep 
Score: -6032936.000000 Penalty: 2728.723145
	Iteration 0F: 2 clusters Score -6032936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -5992619.000000 Penalty: 5457.446289
	Iteration 0F: 3 clusters Score -5992619 nChanged 27809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -6008306.500000 Penalty: 5457.446289
	Iteration 1F: 3 clusters Score -6008306 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -6009283.500000 Penalty: 5457.446289
	Iteration 2Q: 3 clusters Score -6009284 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -6010666.500000 Penalty: 5457.446289
	Iteration 3Q: 3 clusters Score -6010666 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -6012593.500000 Penalty: 5457.446289
	Iteration 4F: 3 clusters Score -6012594 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6015151.000000 Penalty: 5457.446289
	Iteration 5F: 3 clusters Score -6015151 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6017928.000000 Penalty: 5457.446289
	Iteration 6F: 3 clusters Score -6017928 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -6020238.000000 Penalty: 5457.446289
	Iteration 7F: 3 clusters Score -6020238 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -6021873.000000 Penalty: 5457.446289
	Iteration 8F: 3 clusters Score -6021873 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6022945.000000 Penalty: 5457.446289
	Iteration 9Q: 3 clusters Score -6022945 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -6023714.500000 Penalty: 5457.446289
	Iteration 10Q: 3 clusters Score -6023714 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6024410.500000 Penalty: 5457.446289
	Iteration 11Q: 3 clusters Score -6024410 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -6025044.000000 Penalty: 5457.446289
	Iteration 12Q: 3 clusters Score -6025044 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -6025554.000000 Penalty: 5457.446289
	Iteration 13Q: 3 clusters Score -6025554 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -6026085.000000 Penalty: 5457.446289
	Iteration 14Q: 3 clusters Score -6026085 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -6026580.500000 Penalty: 5457.446289
	Iteration 15Q: 3 clusters Score -6026580 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -6027030.500000 Penalty: 5457.446289
	Iteration 16Q: 3 clusters Score -6027030 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -6027424.500000 Penalty: 5457.446289
	Iteration 17Q: 3 clusters Score -6027424 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -6027689.500000 Penalty: 5457.446289
	Iteration 18Q: 3 clusters Score -6027690 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -6027928.000000 Penalty: 5457.446289
	Iteration 19Q: 3 clusters Score -6027928 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -6028108.000000 Penalty: 5457.446289
	Iteration 20F: 3 clusters Score -6028108 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -6028264.000000 Penalty: 5457.446289
	Iteration 21Q: 3 clusters Score -6028264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6028421.000000 Penalty: 5457.446289
	Iteration 22Q: 3 clusters Score -6028421 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -6028571.000000 Penalty: 5457.446289
	Iteration 23Q: 3 clusters Score -6028571 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -6028711.000000 Penalty: 5457.446289
	Iteration 24Q: 3 clusters Score -6028711 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -6028873.000000 Penalty: 5457.446289
	Iteration 25Q: 3 clusters Score -6028873 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -6029028.000000 Penalty: 5457.446289
	Iteration 26Q: 3 clusters Score -6029028 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -6029151.000000 Penalty: 5457.446289
	Iteration 27Q: 3 clusters Score -6029151 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6029278.500000 Penalty: 5457.446289
	Iteration 28Q: 3 clusters Score -6029278 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -6029431.500000 Penalty: 5457.446289
	Iteration 29Q: 3 clusters Score -6029432 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -6029519.500000 Penalty: 5457.446289
	Iteration 30Q: 3 clusters Score -6029520 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6029616.000000 Penalty: 5457.446289
	Iteration 31Q: 3 clusters Score -6029616 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -6029695.500000 Penalty: 5457.446289
	Iteration 32Q: 3 clusters Score -6029696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6029815.500000 Penalty: 5457.446289
	Iteration 33Q: 3 clusters Score -6029816 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6029909.000000 Penalty: 5457.446289
	Iteration 34Q: 3 clusters Score -6029909 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6030015.500000 Penalty: 5457.446289
	Iteration 35Q: 3 clusters Score -6030016 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -6030074.500000 Penalty: 5457.446289
	Iteration 36Q: 3 clusters Score -6030074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6030146.500000 Penalty: 5457.446289
	Iteration 37Q: 3 clusters Score -6030146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6030190.500000 Penalty: 5457.446289
	Iteration 38Q: 3 clusters Score -6030190 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6030221.500000 Penalty: 5457.446289
	Iteration 39Q: 3 clusters Score -6030222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6030249.500000 Penalty: 5457.446289
	Iteration 40F: 3 clusters Score -6030250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6030292.000000 Penalty: 5457.446289
	Iteration 41Q: 3 clusters Score -6030292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6030329.000000 Penalty: 5457.446289
	Iteration 42Q: 3 clusters Score -6030329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6030343.500000 Penalty: 5457.446289
	Iteration 43Q: 3 clusters Score -6030344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6030356.000000 Penalty: 5457.446289
	Iteration 44Q: 3 clusters Score -6030356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6030411.000000 Penalty: 5457.446289
	Iteration 45Q: 3 clusters Score -6030411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6030432.500000 Penalty: 5457.446289
	Iteration 46Q: 3 clusters Score -6030432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6030463.500000 Penalty: 5457.446289
	Iteration 47Q: 3 clusters Score -6030464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6030474.500000 Penalty: 5457.446289
	Iteration 48Q: 3 clusters Score -6030474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6030492.500000 Penalty: 5457.446289
	Iteration 49Q: 3 clusters Score -6030492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6030503.500000 Penalty: 5457.446289
	Iteration 50Q: 3 clusters Score -6030504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6030524.500000 Penalty: 5457.446289
	Iteration 51Q: 3 clusters Score -6030524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6030541.000000 Penalty: 5457.446289
	Iteration 52Q: 3 clusters Score -6030541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6030559.000000 Penalty: 5457.446289
	Iteration 53Q: 3 clusters Score -6030559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6030564.500000 Penalty: 5457.446289
	Iteration 54Q: 3 clusters Score -6030564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6030558.000000 Penalty: 5457.446289
	Iteration 55Q: 3 clusters Score -6030558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6030562.000000 Penalty: 5457.446289
	Iteration 56Q: 3 clusters Score -6030562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6030556.000000 Penalty: 5457.446289
	Iteration 57Q: 3 clusters Score -6030556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6030577.500000 Penalty: 5457.446289
	Iteration 58Q: 3 clusters Score -6030578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6030580.500000 Penalty: 5457.446289
	Iteration 59Q: 3 clusters Score -6030580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6030578.500000 Penalty: 5457.446289
	Iteration 60F: 3 clusters Score -6030578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6030589.000000 Penalty: 5457.446289
	Iteration 61Q: 3 clusters Score -6030589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6030601.000000 Penalty: 5457.446289
	Iteration 62Q: 3 clusters Score -6030601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6030604.500000 Penalty: 5457.446289
	Iteration 63Q: 3 clusters Score -6030604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6030603.500000 Penalty: 5457.446289
	Iteration 64Q: 3 clusters Score -6030604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6030611.000000 Penalty: 5457.446289
	Iteration 65Q: 3 clusters Score -6030611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6030618.000000 Penalty: 5457.446289
	Iteration 66Q: 3 clusters Score -6030618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6030631.000000 Penalty: 5457.446289
	Iteration 67Q: 3 clusters Score -6030631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6030630.500000 Penalty: 5457.446289
	Iteration 68Q: 3 clusters Score -6030630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6030635.000000 Penalty: 5457.446289
	Iteration 69Q: 3 clusters Score -6030635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6030646.000000 Penalty: 5457.446289
	Iteration 70Q: 3 clusters Score -6030646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6030657.500000 Penalty: 5457.446289
	Iteration 71Q: 3 clusters Score -6030658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6030658.000000 Penalty: 5457.446289
	Iteration 72Q: 3 clusters Score -6030658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6030661.500000 Penalty: 5457.446289
	Iteration 73Q: 3 clusters Score -6030662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6030674.000000 Penalty: 5457.446289
	Iteration 74Q: 3 clusters Score -6030674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6030673.500000 Penalty: 5457.446289
	Iteration 75Q: 3 clusters Score -6030674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6030672.000000 Penalty: 5457.446289
	Iteration 76Q: 3 clusters Score -6030672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6030676.500000 Penalty: 5457.446289
	Iteration 77Q: 3 clusters Score -6030676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6030701.500000 Penalty: 5457.446289
	Iteration 78Q: 3 clusters Score -6030702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6030721.000000 Penalty: 5457.446289
	Iteration 79Q: 3 clusters Score -6030721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6030719.500000 Penalty: 5457.446289
	Iteration 80F: 3 clusters Score -6030720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6030717.000000 Penalty: 5457.446289
	Iteration 81Q: 3 clusters Score -6030717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6030716.000000 Penalty: 5457.446289
	Iteration 82Q: 3 clusters Score -6030716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6030726.500000 Penalty: 5457.446289
	Iteration 83Q: 3 clusters Score -6030726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6030728.000000 Penalty: 5457.446289
	Iteration 84Q: 3 clusters Score -6030728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6030728.500000 Penalty: 5457.446289
	Iteration 85Q: 3 clusters Score -6030728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6030720.500000 Penalty: 5457.446289
	Iteration 86Q: 3 clusters Score -6030720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6030723.500000 Penalty: 5457.446289
	Iteration 87Q: 3 clusters Score -6030724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6030723.000000 Penalty: 5457.446289
	Iteration 88Q: 3 clusters Score -6030723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6030728.000000 Penalty: 5457.446289
	Iteration 89Q: 3 clusters Score -6030728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6030721.000000 Penalty: 5457.446289
	Iteration 90Q: 3 clusters Score -6030721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6030721.000000 Penalty: 5457.446289
	Iteration 91Q: 3 clusters Score -6030721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6030718.500000 Penalty: 5457.446289
	Iteration 92Q: 3 clusters Score -6030718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6030718.500000 Penalty: 5457.446289
	Iteration 93Q: 3 clusters Score -6030718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6030720.500000 Penalty: 5457.446289
	Iteration 94Q: 3 clusters Score -6030720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6030720.500000 Penalty: 5457.446289
	Iteration 95F: 3 clusters Score -6030720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -660866.125000 Penalty: 2192.392090
	Iteration 0F: 2 clusters Score -660866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -655165.187500 Penalty: 4384.784180
	Iteration 0F: 3 clusters Score -655165.2 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -656661.750000 Penalty: 4384.784180
	Iteration 1F: 3 clusters Score -656661.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -656929.625000 Penalty: 4384.784180
	Iteration 2F: 3 clusters Score -656929.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -657108.750000 Penalty: 4384.784180
	Iteration 3Q: 3 clusters Score -657108.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -657236.625000 Penalty: 4384.784180
	Iteration 4Q: 3 clusters Score -657236.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -657341.750000 Penalty: 4384.784180
	Iteration 5Q: 3 clusters Score -657341.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -657435.250000 Penalty: 4384.784180
	Iteration 6Q: 3 clusters Score -657435.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -657539.312500 Penalty: 4384.784180
	Iteration 7Q: 3 clusters Score -657539.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -657648.500000 Penalty: 4384.784180
	Iteration 8Q: 3 clusters Score -657648.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -657740.062500 Penalty: 4384.784180
	Iteration 9Q: 3 clusters Score -657740.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -657852.562500 Penalty: 4384.784180
	Iteration 10Q: 3 clusters Score -657852.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -657970.875000 Penalty: 4384.784180
	Iteration 11Q: 3 clusters Score -657970.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -658090.125000 Penalty: 4384.784180
	Iteration 12Q: 3 clusters Score -658090.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -658210.187500 Penalty: 4384.784180
	Iteration 13Q: 3 clusters Score -658210.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -658325.812500 Penalty: 4384.784180
	Iteration 14Q: 3 clusters Score -658325.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -658417.812500 Penalty: 4384.784180
	Iteration 15Q: 3 clusters Score -658417.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -658506.812500 Penalty: 4384.784180
	Iteration 16Q: 3 clusters Score -658506.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -658572.687500 Penalty: 4384.784180
	Iteration 17Q: 3 clusters Score -658572.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -658640.937500 Penalty: 4384.784180
	Iteration 18Q: 3 clusters Score -658640.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -658699.562500 Penalty: 4384.784180
	Iteration 19Q: 3 clusters Score -658699.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -658749.937500 Penalty: 4384.784180
	Iteration 20F: 3 clusters Score -658749.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -658795.625000 Penalty: 4384.784180
	Iteration 21Q: 3 clusters Score -658795.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -658836.437500 Penalty: 4384.784180
	Iteration 22Q: 3 clusters Score -658836.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -658873.875000 Penalty: 4384.784180
	Iteration 23Q: 3 clusters Score -658873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -658903.812500 Penalty: 4384.784180
	Iteration 24Q: 3 clusters Score -658903.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -658922.125000 Penalty: 4384.784180
	Iteration 25Q: 3 clusters Score -658922.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -658942.062500 Penalty: 4384.784180
	Iteration 26Q: 3 clusters Score -658942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -658951.687500 Penalty: 4384.784180
	Iteration 27Q: 3 clusters Score -658951.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -658959.125000 Penalty: 4384.784180
	Iteration 28Q: 3 clusters Score -658959.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -658971.062500 Penalty: 4384.784180
	Iteration 29Q: 3 clusters Score -658971.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -658990.750000 Penalty: 4384.784180
	Iteration 30Q: 3 clusters Score -658990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -658999.812500 Penalty: 4384.784180
	Iteration 31Q: 3 clusters Score -658999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -659011.375000 Penalty: 4384.784180
	Iteration 32Q: 3 clusters Score -659011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -659017.875000 Penalty: 4384.784180
	Iteration 33Q: 3 clusters Score -659017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -659021.500000 Penalty: 4384.784180
	Iteration 34Q: 3 clusters Score -659021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -659026.250000 Penalty: 4384.784180
	Iteration 35Q: 3 clusters Score -659026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -659027.062500 Penalty: 4384.784180
	Iteration 36Q: 3 clusters Score -659027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -659026.875000 Penalty: 4384.784180
	Iteration 37Q: 3 clusters Score -659026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -659028.000000 Penalty: 4384.784180
	Iteration 38Q: 3 clusters Score -659028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -659030.375000 Penalty: 4384.784180
	Iteration 39Q: 3 clusters Score -659030.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -659030.375000 Penalty: 4384.784180
	Iteration 40F: 3 clusters Score -659030.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -1423104.125000 Penalty: 2393.395020
	Iteration 0F: 2 clusters Score -1423104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1411887.500000 Penalty: 4786.790039
	Iteration 0F: 3 clusters Score -1411888 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1415616.125000 Penalty: 4786.790039
	Iteration 1F: 3 clusters Score -1415616 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1416305.875000 Penalty: 4786.790039
	Iteration 2F: 3 clusters Score -1416306 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1417085.750000 Penalty: 4786.790039
	Iteration 3F: 3 clusters Score -1417086 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1417970.500000 Penalty: 4786.790039
	Iteration 4F: 3 clusters Score -1417970 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1418830.750000 Penalty: 4786.790039
	Iteration 5F: 3 clusters Score -1418831 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1419528.375000 Penalty: 4786.790039
	Iteration 6F: 3 clusters Score -1419528 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1420073.750000 Penalty: 4786.790039
	Iteration 7F: 3 clusters Score -1420074 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1420482.375000 Penalty: 4786.790039
	Iteration 8Q: 3 clusters Score -1420482 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1420781.000000 Penalty: 4786.790039
	Iteration 9Q: 3 clusters Score -1420781 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1421009.500000 Penalty: 4786.790039
	Iteration 10Q: 3 clusters Score -1421010 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1421159.625000 Penalty: 4786.790039
	Iteration 11Q: 3 clusters Score -1421160 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1421268.750000 Penalty: 4786.790039
	Iteration 12Q: 3 clusters Score -1421269 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1421345.250000 Penalty: 4786.790039
	Iteration 13Q: 3 clusters Score -1421345 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1421422.750000 Penalty: 4786.790039
	Iteration 14Q: 3 clusters Score -1421423 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1421494.875000 Penalty: 4786.790039
	Iteration 15Q: 3 clusters Score -1421495 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1421557.875000 Penalty: 4786.790039
	Iteration 16Q: 3 clusters Score -1421558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1421606.750000 Penalty: 4786.790039
	Iteration 17Q: 3 clusters Score -1421607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1421638.125000 Penalty: 4786.790039
	Iteration 18Q: 3 clusters Score -1421638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1421653.750000 Penalty: 4786.790039
	Iteration 19Q: 3 clusters Score -1421654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1421668.125000 Penalty: 4786.790039
	Iteration 20F: 3 clusters Score -1421668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1421681.500000 Penalty: 4786.790039
	Iteration 21Q: 3 clusters Score -1421682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1421692.750000 Penalty: 4786.790039
	Iteration 22Q: 3 clusters Score -1421693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1421701.125000 Penalty: 4786.790039
	Iteration 23Q: 3 clusters Score -1421701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1421717.750000 Penalty: 4786.790039
	Iteration 24Q: 3 clusters Score -1421718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1421725.625000 Penalty: 4786.790039
	Iteration 25Q: 3 clusters Score -1421726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1421734.250000 Penalty: 4786.790039
	Iteration 26Q: 3 clusters Score -1421734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1421743.625000 Penalty: 4786.790039
	Iteration 27Q: 3 clusters Score -1421744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1421752.250000 Penalty: 4786.790039
	Iteration 28Q: 3 clusters Score -1421752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1421761.125000 Penalty: 4786.790039
	Iteration 29Q: 3 clusters Score -1421761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1421775.250000 Penalty: 4786.790039
	Iteration 30Q: 3 clusters Score -1421775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1421790.375000 Penalty: 4786.790039
	Iteration 31Q: 3 clusters Score -1421790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1421800.125000 Penalty: 4786.790039
	Iteration 32Q: 3 clusters Score -1421800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1421814.500000 Penalty: 4786.790039
	Iteration 33Q: 3 clusters Score -1421814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1421823.250000 Penalty: 4786.790039
	Iteration 34Q: 3 clusters Score -1421823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1421827.000000 Penalty: 4786.790039
	Iteration 35Q: 3 clusters Score -1421827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1421835.375000 Penalty: 4786.790039
	Iteration 36Q: 3 clusters Score -1421835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1421845.250000 Penalty: 4786.790039
	Iteration 37Q: 3 clusters Score -1421845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1421852.500000 Penalty: 4786.790039
	Iteration 38Q: 3 clusters Score -1421852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1421866.750000 Penalty: 4786.790039
	Iteration 39Q: 3 clusters Score -1421867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1421882.500000 Penalty: 4786.790039
	Iteration 40F: 3 clusters Score -1421882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1421893.000000 Penalty: 4786.790039
	Iteration 41Q: 3 clusters Score -1421893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1421907.625000 Penalty: 4786.790039
	Iteration 42Q: 3 clusters Score -1421908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1421919.000000 Penalty: 4786.790039
	Iteration 43Q: 3 clusters Score -1421919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1421927.250000 Penalty: 4786.790039
	Iteration 44Q: 3 clusters Score -1421927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1421937.125000 Penalty: 4786.790039
	Iteration 45Q: 3 clusters Score -1421937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1421944.125000 Penalty: 4786.790039
	Iteration 46Q: 3 clusters Score -1421944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1421956.250000 Penalty: 4786.790039
	Iteration 47Q: 3 clusters Score -1421956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1421976.125000 Penalty: 4786.790039
	Iteration 48Q: 3 clusters Score -1421976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1421989.625000 Penalty: 4786.790039
	Iteration 49Q: 3 clusters Score -1421990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1422000.625000 Penalty: 4786.790039
	Iteration 50Q: 3 clusters Score -1422001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1422011.875000 Penalty: 4786.790039
	Iteration 51Q: 3 clusters Score -1422012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1422025.625000 Penalty: 4786.790039
	Iteration 52Q: 3 clusters Score -1422026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1422036.500000 Penalty: 4786.790039
	Iteration 53Q: 3 clusters Score -1422036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1422051.750000 Penalty: 4786.790039
	Iteration 54Q: 3 clusters Score -1422052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1422069.750000 Penalty: 4786.790039
	Iteration 55Q: 3 clusters Score -1422070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1422083.500000 Penalty: 4786.790039
	Iteration 56Q: 3 clusters Score -1422084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1422097.000000 Penalty: 4786.790039
	Iteration 57Q: 3 clusters Score -1422097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1422110.125000 Penalty: 4786.790039
	Iteration 58Q: 3 clusters Score -1422110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1422116.750000 Penalty: 4786.790039
	Iteration 59Q: 3 clusters Score -1422117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1422125.625000 Penalty: 4786.790039
	Iteration 60F: 3 clusters Score -1422126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1422132.750000 Penalty: 4786.790039
	Iteration 61Q: 3 clusters Score -1422133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1422134.250000 Penalty: 4786.790039
	Iteration 62Q: 3 clusters Score -1422134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1422135.000000 Penalty: 4786.790039
	Iteration 63Q: 3 clusters Score -1422135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1422135.750000 Penalty: 4786.790039
	Iteration 64Q: 3 clusters Score -1422136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1422139.625000 Penalty: 4786.790039
	Iteration 65Q: 3 clusters Score -1422140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1422139.625000 Penalty: 4786.790039
	Iteration 66F: 3 clusters Score -1422140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -201928.875000 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -201928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -199012.109375 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -199012.1 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -199839.812500 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -199839.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -200222.187500 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -200222.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -200551.781250 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -200551.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200802.531250 Penalty: 3890.549072
	Iteration 4F: 3 clusters Score -200802.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -200967.859375 Penalty: 3890.549072
	Iteration 5F: 3 clusters Score -200967.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -201073.125000 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -201073.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -201146.625000 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -201146.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -201228.562500 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -201228.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -201304.578125 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -201304.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201364.031250 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -201364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201395.968750 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -201396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -201412.812500 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -201412.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -201429.078125 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -201429.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -201444.250000 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -201444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -201454.375000 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -201454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -201464.921875 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -201464.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -201475.500000 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -201475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -201485.203125 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -201485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -201494.734375 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -201494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -201504.203125 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -201504.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -201513.234375 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -201513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -201522.093750 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -201522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -201531.968750 Penalty: 3890.549072
	Iteration 23Q: 3 clusters Score -201532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -201538.640625 Penalty: 3890.549072
	Iteration 24Q: 3 clusters Score -201538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -201541.968750 Penalty: 3890.549072
	Iteration 25Q: 3 clusters Score -201542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -201544.781250 Penalty: 3890.549072
	Iteration 26Q: 3 clusters Score -201544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -201546.546875 Penalty: 3890.549072
	Iteration 27Q: 3 clusters Score -201546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -201547.265625 Penalty: 3890.549072
	Iteration 28Q: 3 clusters Score -201547.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -201547.812500 Penalty: 3890.549072
	Iteration 29Q: 3 clusters Score -201547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -201548.468750 Penalty: 3890.549072
	Iteration 30Q: 3 clusters Score -201548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -201548.468750 Penalty: 3890.549072
	Iteration 31F: 3 clusters Score -201548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -185004.703125 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -185004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -182363.000000 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -182363 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -182946.296875 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -182946.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183242.765625 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -183242.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183502.718750 Penalty: 3790.692139
	Iteration 3F: 3 clusters Score -183502.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -183693.281250 Penalty: 3790.692139
	Iteration 4F: 3 clusters Score -183693.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -183836.593750 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -183836.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -183953.671875 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -183953.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -184048.562500 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -184048.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -184123.765625 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -184123.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184178.234375 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -184178.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184213.359375 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -184213.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -184245.953125 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -184246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -184266.906250 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -184266.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -184284.937500 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -184284.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184296.203125 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -184296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184301.734375 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -184301.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184307.562500 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -184307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184311.750000 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -184311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184313.578125 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -184313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184315.671875 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -184315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184319.625000 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -184319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184322.578125 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -184322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -184325.281250 Penalty: 3790.692139
	Iteration 22Q: 3 clusters Score -184325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184325.703125 Penalty: 3790.692139
	Iteration 23Q: 3 clusters Score -184325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -184326.562500 Penalty: 3790.692139
	Iteration 24Q: 3 clusters Score -184326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -184326.953125 Penalty: 3790.692139
	Iteration 25Q: 3 clusters Score -184327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -184326.953125 Penalty: 3790.692139
	Iteration 26F: 3 clusters Score -184327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Entering Unmasked Estep 
Score: -956356.250000 Penalty: 2283.593262
	Iteration 0F: 2 clusters Score -956356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -948753.750000 Penalty: 4567.186523
	Iteration 0F: 3 clusters Score -948753.8 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -950880.625000 Penalty: 4567.186523
	Iteration 1F: 3 clusters Score -950880.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -951195.187500 Penalty: 4567.186523
	Iteration 2F: 3 clusters Score -951195.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -951451.187500 Penalty: 4567.186523
	Iteration 3F: 3 clusters Score -951451.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -951655.875000 Penalty: 4567.186523
	Iteration 4Q: 3 clusters Score -951655.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -951867.625000 Penalty: 4567.186523
	Iteration 5Q: 3 clusters Score -951867.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -952091.812500 Penalty: 4567.186523
	Iteration 6Q: 3 clusters Score -952091.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -952319.250000 Penalty: 4567.186523
	Iteration 7Q: 3 clusters Score -952319.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -952581.500000 Penalty: 4567.186523
	Iteration 8Q: 3 clusters Score -952581.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -952875.000000 Penalty: 4567.186523
	Iteration 9Q: 3 clusters Score -952875 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -953186.062500 Penalty: 4567.186523
	Iteration 10Q: 3 clusters Score -953186.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -953523.187500 Penalty: 4567.186523
	Iteration 11Q: 3 clusters Score -953523.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -953824.250000 Penalty: 4567.186523
	Iteration 12Q: 3 clusters Score -953824.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -954075.125000 Penalty: 4567.186523
	Iteration 13Q: 3 clusters Score -954075.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -954265.375000 Penalty: 4567.186523
	Iteration 14Q: 3 clusters Score -954265.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -954387.437500 Penalty: 4567.186523
	Iteration 15Q: 3 clusters Score -954387.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -954474.812500 Penalty: 4567.186523
	Iteration 16Q: 3 clusters Score -954474.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -954535.312500 Penalty: 4567.186523
	Iteration 17Q: 3 clusters Score -954535.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -954578.437500 Penalty: 4567.186523
	Iteration 18Q: 3 clusters Score -954578.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -954608.562500 Penalty: 4567.186523
	Iteration 19Q: 3 clusters Score -954608.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -954632.937500 Penalty: 4567.186523
	Iteration 20F: 3 clusters Score -954632.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -954653.812500 Penalty: 4567.186523
	Iteration 21Q: 3 clusters Score -954653.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -954667.437500 Penalty: 4567.186523
	Iteration 22Q: 3 clusters Score -954667.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -954684.437500 Penalty: 4567.186523
	Iteration 23Q: 3 clusters Score -954684.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -954702.437500 Penalty: 4567.186523
	Iteration 24Q: 3 clusters Score -954702.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -954709.187500 Penalty: 4567.186523
	Iteration 25Q: 3 clusters Score -954709.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -954713.500000 Penalty: 4567.186523
	Iteration 26Q: 3 clusters Score -954713.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -954719.500000 Penalty: 4567.186523
	Iteration 27Q: 3 clusters Score -954719.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -954726.062500 Penalty: 4567.186523
	Iteration 28Q: 3 clusters Score -954726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -954728.500000 Penalty: 4567.186523
	Iteration 29Q: 3 clusters Score -954728.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -954731.750000 Penalty: 4567.186523
	Iteration 30Q: 3 clusters Score -954731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -954737.062500 Penalty: 4567.186523
	Iteration 31Q: 3 clusters Score -954737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -954742.000000 Penalty: 4567.186523
	Iteration 32Q: 3 clusters Score -954742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -954744.687500 Penalty: 4567.186523
	Iteration 33Q: 3 clusters Score -954744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -954746.375000 Penalty: 4567.186523
	Iteration 34Q: 3 clusters Score -954746.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -954748.187500 Penalty: 4567.186523
	Iteration 35Q: 3 clusters Score -954748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -954750.687500 Penalty: 4567.186523
	Iteration 36Q: 3 clusters Score -954750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -954752.500000 Penalty: 4567.186523
	Iteration 37Q: 3 clusters Score -954752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -954752.937500 Penalty: 4567.186523
	Iteration 38Q: 3 clusters Score -954752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -954752.625000 Penalty: 4567.186523
	Iteration 39Q: 3 clusters Score -954752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -954752.750000 Penalty: 4567.186523
	Iteration 40F: 3 clusters Score -954752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -954754.625000 Penalty: 4567.186523
	Iteration 41Q: 3 clusters Score -954754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -954754.437500 Penalty: 4567.186523
	Iteration 42Q: 3 clusters Score -954754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -954754.437500 Penalty: 4567.186523
	Iteration 43F: 3 clusters Score -954754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Entering Unmasked Estep 
Score: -1549798.750000 Penalty: 2400.275391
	Iteration 0F: 2 clusters Score -1549799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1538288.375000 Penalty: 4800.550781
	Iteration 0F: 3 clusters Score -1538288 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1541959.750000 Penalty: 4800.550781
	Iteration 1F: 3 clusters Score -1541960 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1542451.875000 Penalty: 4800.550781
	Iteration 2F: 3 clusters Score -1542452 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1542851.625000 Penalty: 4800.550781
	Iteration 3F: 3 clusters Score -1542852 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1543203.750000 Penalty: 4800.550781
	Iteration 4Q: 3 clusters Score -1543204 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1543571.125000 Penalty: 4800.550781
	Iteration 5Q: 3 clusters Score -1543571 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1543979.250000 Penalty: 4800.550781
	Iteration 6Q: 3 clusters Score -1543979 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1544545.875000 Penalty: 4800.550781
	Iteration 7Q: 3 clusters Score -1544546 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1545176.625000 Penalty: 4800.550781
	Iteration 8F: 3 clusters Score -1545177 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1545789.750000 Penalty: 4800.550781
	Iteration 9Q: 3 clusters Score -1545790 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1546296.875000 Penalty: 4800.550781
	Iteration 10Q: 3 clusters Score -1546297 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1546727.750000 Penalty: 4800.550781
	Iteration 11Q: 3 clusters Score -1546728 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1547044.000000 Penalty: 4800.550781
	Iteration 12Q: 3 clusters Score -1547044 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1547285.000000 Penalty: 4800.550781
	Iteration 13Q: 3 clusters Score -1547285 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1547449.375000 Penalty: 4800.550781
	Iteration 14Q: 3 clusters Score -1547449 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1547592.625000 Penalty: 4800.550781
	Iteration 15Q: 3 clusters Score -1547593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1547677.875000 Penalty: 4800.550781
	Iteration 16Q: 3 clusters Score -1547678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1547760.125000 Penalty: 4800.550781
	Iteration 17Q: 3 clusters Score -1547760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1547825.875000 Penalty: 4800.550781
	Iteration 18Q: 3 clusters Score -1547826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1547869.375000 Penalty: 4800.550781
	Iteration 19Q: 3 clusters Score -1547869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1547909.250000 Penalty: 4800.550781
	Iteration 20F: 3 clusters Score -1547909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1547934.375000 Penalty: 4800.550781
	Iteration 21Q: 3 clusters Score -1547934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1547947.750000 Penalty: 4800.550781
	Iteration 22Q: 3 clusters Score -1547948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1547961.625000 Penalty: 4800.550781
	Iteration 23Q: 3 clusters Score -1547962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1547969.250000 Penalty: 4800.550781
	Iteration 24Q: 3 clusters Score -1547969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1547981.375000 Penalty: 4800.550781
	Iteration 25Q: 3 clusters Score -1547981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1547994.500000 Penalty: 4800.550781
	Iteration 26Q: 3 clusters Score -1547994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1548004.375000 Penalty: 4800.550781
	Iteration 27Q: 3 clusters Score -1548004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1548013.500000 Penalty: 4800.550781
	Iteration 28Q: 3 clusters Score -1548014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1548027.250000 Penalty: 4800.550781
	Iteration 29Q: 3 clusters Score -1548027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1548040.250000 Penalty: 4800.550781
	Iteration 30Q: 3 clusters Score -1548040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1548047.750000 Penalty: 4800.550781
	Iteration 31Q: 3 clusters Score -1548048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1548056.375000 Penalty: 4800.550781
	Iteration 32Q: 3 clusters Score -1548056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1548058.125000 Penalty: 4800.550781
	Iteration 33Q: 3 clusters Score -1548058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1548061.375000 Penalty: 4800.550781
	Iteration 34Q: 3 clusters Score -1548061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1548063.000000 Penalty: 4800.550781
	Iteration 35Q: 3 clusters Score -1548063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1548069.000000 Penalty: 4800.550781
	Iteration 36Q: 3 clusters Score -1548069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1548070.125000 Penalty: 4800.550781
	Iteration 37Q: 3 clusters Score -1548070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1548071.750000 Penalty: 4800.550781
	Iteration 38Q: 3 clusters Score -1548072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1548077.250000 Penalty: 4800.550781
	Iteration 39Q: 3 clusters Score -1548077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1548078.000000 Penalty: 4800.550781
	Iteration 40F: 3 clusters Score -1548078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1548078.000000 Penalty: 4800.550781
	Iteration 41Q: 3 clusters Score -1548078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1548080.250000 Penalty: 4800.550781
	Iteration 42Q: 3 clusters Score -1548080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1548082.375000 Penalty: 4800.550781
	Iteration 43Q: 3 clusters Score -1548082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1548082.250000 Penalty: 4800.550781
	Iteration 44Q: 3 clusters Score -1548082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1548082.500000 Penalty: 4800.550781
	Iteration 45Q: 3 clusters Score -1548082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1548084.250000 Penalty: 4800.550781
	Iteration 46Q: 3 clusters Score -1548084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1548090.250000 Penalty: 4800.550781
	Iteration 47Q: 3 clusters Score -1548090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1548093.125000 Penalty: 4800.550781
	Iteration 48Q: 3 clusters Score -1548093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1548101.125000 Penalty: 4800.550781
	Iteration 49Q: 3 clusters Score -1548101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1548112.250000 Penalty: 4800.550781
	Iteration 50Q: 3 clusters Score -1548112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1548125.250000 Penalty: 4800.550781
	Iteration 51Q: 3 clusters Score -1548125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1548129.250000 Penalty: 4800.550781
	Iteration 52Q: 3 clusters Score -1548129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1548135.500000 Penalty: 4800.550781
	Iteration 53Q: 3 clusters Score -1548136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1548138.250000 Penalty: 4800.550781
	Iteration 54Q: 3 clusters Score -1548138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1548140.375000 Penalty: 4800.550781
	Iteration 55Q: 3 clusters Score -1548140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1548143.375000 Penalty: 4800.550781
	Iteration 56Q: 3 clusters Score -1548143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1548143.375000 Penalty: 4800.550781
	Iteration 57Q: 3 clusters Score -1548143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1548142.750000 Penalty: 4800.550781
	Iteration 58Q: 3 clusters Score -1548143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1548142.625000 Penalty: 4800.550781
	Iteration 59Q: 3 clusters Score -1548143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1548145.750000 Penalty: 4800.550781
	Iteration 60F: 3 clusters Score -1548146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1548147.250000 Penalty: 4800.550781
	Iteration 61Q: 3 clusters Score -1548147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1548147.500000 Penalty: 4800.550781
	Iteration 62Q: 3 clusters Score -1548148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1548147.750000 Penalty: 4800.550781
	Iteration 63Q: 3 clusters Score -1548148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1548147.750000 Penalty: 4800.550781
	Iteration 64F: 3 clusters Score -1548148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -574022.562500 Penalty: 2144.018066
	Iteration 0F: 2 clusters Score -574022.6 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 2821 members 
Entering Unmasked Estep 
Score: -569065.062500 Penalty: 4288.036133
	Iteration 0F: 3 clusters Score -569065.1 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -570302.187500 Penalty: 4288.036133
	Iteration 1F: 3 clusters Score -570302.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -570510.687500 Penalty: 4288.036133
	Iteration 2F: 3 clusters Score -570510.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -570649.812500 Penalty: 4288.036133
	Iteration 3Q: 3 clusters Score -570649.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -570754.125000 Penalty: 4288.036133
	Iteration 4Q: 3 clusters Score -570754.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -570846.937500 Penalty: 4288.036133
	Iteration 5Q: 3 clusters Score -570846.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -570911.000000 Penalty: 4288.036133
	Iteration 6Q: 3 clusters Score -570911 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -570962.625000 Penalty: 4288.036133
	Iteration 7Q: 3 clusters Score -570962.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -571002.250000 Penalty: 4288.036133
	Iteration 8Q: 3 clusters Score -571002.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -571032.250000 Penalty: 4288.036133
	Iteration 9Q: 3 clusters Score -571032.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -571058.125000 Penalty: 4288.036133
	Iteration 10Q: 3 clusters Score -571058.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -571082.687500 Penalty: 4288.036133
	Iteration 11Q: 3 clusters Score -571082.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -571111.875000 Penalty: 4288.036133
	Iteration 12Q: 3 clusters Score -571111.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -571137.062500 Penalty: 4288.036133
	Iteration 13Q: 3 clusters Score -571137.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -571169.812500 Penalty: 4288.036133
	Iteration 14Q: 3 clusters Score -571169.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -571200.187500 Penalty: 4288.036133
	Iteration 15Q: 3 clusters Score -571200.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -571245.812500 Penalty: 4288.036133
	Iteration 16Q: 3 clusters Score -571245.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -571294.625000 Penalty: 4288.036133
	Iteration 17Q: 3 clusters Score -571294.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -571347.625000 Penalty: 4288.036133
	Iteration 18Q: 3 clusters Score -571347.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -571399.812500 Penalty: 4288.036133
	Iteration 19Q: 3 clusters Score -571399.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -571454.250000 Penalty: 4288.036133
	Iteration 20F: 3 clusters Score -571454.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -571517.562500 Penalty: 4288.036133
	Iteration 21Q: 3 clusters Score -571517.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -571586.875000 Penalty: 4288.036133
	Iteration 22Q: 3 clusters Score -571586.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -571657.125000 Penalty: 4288.036133
	Iteration 23Q: 3 clusters Score -571657.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -571722.687500 Penalty: 4288.036133
	Iteration 24Q: 3 clusters Score -571722.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -571781.750000 Penalty: 4288.036133
	Iteration 25Q: 3 clusters Score -571781.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -571838.250000 Penalty: 4288.036133
	Iteration 26Q: 3 clusters Score -571838.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -571880.437500 Penalty: 4288.036133
	Iteration 27Q: 3 clusters Score -571880.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -571923.125000 Penalty: 4288.036133
	Iteration 28Q: 3 clusters Score -571923.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -571956.437500 Penalty: 4288.036133
	Iteration 29Q: 3 clusters Score -571956.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -571982.937500 Penalty: 4288.036133
	Iteration 30Q: 3 clusters Score -571982.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -572009.812500 Penalty: 4288.036133
	Iteration 31Q: 3 clusters Score -572009.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -572030.500000 Penalty: 4288.036133
	Iteration 32Q: 3 clusters Score -572030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -572042.937500 Penalty: 4288.036133
	Iteration 33Q: 3 clusters Score -572042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -572051.500000 Penalty: 4288.036133
	Iteration 34Q: 3 clusters Score -572051.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -572061.187500 Penalty: 4288.036133
	Iteration 35Q: 3 clusters Score -572061.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -572067.750000 Penalty: 4288.036133
	Iteration 36Q: 3 clusters Score -572067.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -572076.625000 Penalty: 4288.036133
	Iteration 37Q: 3 clusters Score -572076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -572086.125000 Penalty: 4288.036133
	Iteration 38Q: 3 clusters Score -572086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -572090.562500 Penalty: 4288.036133
	Iteration 39Q: 3 clusters Score -572090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -572095.125000 Penalty: 4288.036133
	Iteration 40F: 3 clusters Score -572095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -572106.625000 Penalty: 4288.036133
	Iteration 41Q: 3 clusters Score -572106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -572113.812500 Penalty: 4288.036133
	Iteration 42Q: 3 clusters Score -572113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -572121.875000 Penalty: 4288.036133
	Iteration 43Q: 3 clusters Score -572121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -572127.500000 Penalty: 4288.036133
	Iteration 44Q: 3 clusters Score -572127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -572130.812500 Penalty: 4288.036133
	Iteration 45Q: 3 clusters Score -572130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -572131.875000 Penalty: 4288.036133
	Iteration 46Q: 3 clusters Score -572131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -572133.062500 Penalty: 4288.036133
	Iteration 47Q: 3 clusters Score -572133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -572133.062500 Penalty: 4288.036133
	Iteration 48F: 3 clusters Score -572133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Entering Unmasked Estep 
Score: -2441422.500000 Penalty: 2508.058838
	Iteration 0F: 2 clusters Score -2441422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2424407.500000 Penalty: 5016.117676
	Iteration 0F: 3 clusters Score -2424408 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2430268.250000 Penalty: 5016.117676
	Iteration 1F: 3 clusters Score -2430268 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2430713.500000 Penalty: 5016.117676
	Iteration 2F: 3 clusters Score -2430714 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2431094.000000 Penalty: 5016.117676
	Iteration 3Q: 3 clusters Score -2431094 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2431535.500000 Penalty: 5016.117676
	Iteration 4Q: 3 clusters Score -2431536 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2432088.750000 Penalty: 5016.117676
	Iteration 5Q: 3 clusters Score -2432089 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2432830.750000 Penalty: 5016.117676
	Iteration 6F: 3 clusters Score -2432831 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2433660.500000 Penalty: 5016.117676
	Iteration 7F: 3 clusters Score -2433660 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2434548.500000 Penalty: 5016.117676
	Iteration 8F: 3 clusters Score -2434548 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2435449.500000 Penalty: 5016.117676
	Iteration 9F: 3 clusters Score -2435450 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2436230.250000 Penalty: 5016.117676
	Iteration 10Q: 3 clusters Score -2436230 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2436871.500000 Penalty: 5016.117676
	Iteration 11Q: 3 clusters Score -2436872 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2437320.750000 Penalty: 5016.117676
	Iteration 12Q: 3 clusters Score -2437321 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2437693.500000 Penalty: 5016.117676
	Iteration 13Q: 3 clusters Score -2437694 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2437959.750000 Penalty: 5016.117676
	Iteration 14Q: 3 clusters Score -2437960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2438139.250000 Penalty: 5016.117676
	Iteration 15Q: 3 clusters Score -2438139 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2438265.000000 Penalty: 5016.117676
	Iteration 16Q: 3 clusters Score -2438265 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2438356.750000 Penalty: 5016.117676
	Iteration 17Q: 3 clusters Score -2438357 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2438440.750000 Penalty: 5016.117676
	Iteration 18Q: 3 clusters Score -2438441 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2438490.750000 Penalty: 5016.117676
	Iteration 19Q: 3 clusters Score -2438491 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2438534.500000 Penalty: 5016.117676
	Iteration 20F: 3 clusters Score -2438534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2438578.000000 Penalty: 5016.117676
	Iteration 21Q: 3 clusters Score -2438578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2438609.750000 Penalty: 5016.117676
	Iteration 22Q: 3 clusters Score -2438610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2438626.500000 Penalty: 5016.117676
	Iteration 23Q: 3 clusters Score -2438626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2438641.500000 Penalty: 5016.117676
	Iteration 24Q: 3 clusters Score -2438642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2438656.750000 Penalty: 5016.117676
	Iteration 25Q: 3 clusters Score -2438657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2438678.750000 Penalty: 5016.117676
	Iteration 26Q: 3 clusters Score -2438679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2438693.500000 Penalty: 5016.117676
	Iteration 27Q: 3 clusters Score -2438694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2438711.250000 Penalty: 5016.117676
	Iteration 28Q: 3 clusters Score -2438711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2438725.750000 Penalty: 5016.117676
	Iteration 29Q: 3 clusters Score -2438726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2438737.750000 Penalty: 5016.117676
	Iteration 30Q: 3 clusters Score -2438738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2438761.500000 Penalty: 5016.117676
	Iteration 31Q: 3 clusters Score -2438762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2438771.000000 Penalty: 5016.117676
	Iteration 32Q: 3 clusters Score -2438771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2438782.500000 Penalty: 5016.117676
	Iteration 33Q: 3 clusters Score -2438782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2438787.500000 Penalty: 5016.117676
	Iteration 34Q: 3 clusters Score -2438788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2438809.500000 Penalty: 5016.117676
	Iteration 35Q: 3 clusters Score -2438810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2438823.500000 Penalty: 5016.117676
	Iteration 36Q: 3 clusters Score -2438824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2438824.750000 Penalty: 5016.117676
	Iteration 37Q: 3 clusters Score -2438825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2438843.500000 Penalty: 5016.117676
	Iteration 38Q: 3 clusters Score -2438844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2438850.500000 Penalty: 5016.117676
	Iteration 39Q: 3 clusters Score -2438850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2438868.750000 Penalty: 5016.117676
	Iteration 40F: 3 clusters Score -2438869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2438874.000000 Penalty: 5016.117676
	Iteration 41Q: 3 clusters Score -2438874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2438876.500000 Penalty: 5016.117676
	Iteration 42Q: 3 clusters Score -2438876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2438879.250000 Penalty: 5016.117676
	Iteration 43Q: 3 clusters Score -2438879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2438883.750000 Penalty: 5016.117676
	Iteration 44Q: 3 clusters Score -2438884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2438891.500000 Penalty: 5016.117676
	Iteration 45Q: 3 clusters Score -2438892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2438891.750000 Penalty: 5016.117676
	Iteration 46Q: 3 clusters Score -2438892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2438899.750000 Penalty: 5016.117676
	Iteration 47Q: 3 clusters Score -2438900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2438905.250000 Penalty: 5016.117676
	Iteration 48Q: 3 clusters Score -2438905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2438912.000000 Penalty: 5016.117676
	Iteration 49Q: 3 clusters Score -2438912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2438911.750000 Penalty: 5016.117676
	Iteration 50Q: 3 clusters Score -2438912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2438911.000000 Penalty: 5016.117676
	Iteration 51Q: 3 clusters Score -2438911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2438915.250000 Penalty: 5016.117676
	Iteration 52Q: 3 clusters Score -2438915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2438917.750000 Penalty: 5016.117676
	Iteration 53Q: 3 clusters Score -2438918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2438920.500000 Penalty: 5016.117676
	Iteration 54Q: 3 clusters Score -2438920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2438919.750000 Penalty: 5016.117676
	Iteration 55Q: 3 clusters Score -2438920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2438920.000000 Penalty: 5016.117676
	Iteration 56Q: 3 clusters Score -2438920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2438922.750000 Penalty: 5016.117676
	Iteration 57Q: 3 clusters Score -2438923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2438933.000000 Penalty: 5016.117676
	Iteration 58Q: 3 clusters Score -2438933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2438934.750000 Penalty: 5016.117676
	Iteration 59Q: 3 clusters Score -2438935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2438934.250000 Penalty: 5016.117676
	Iteration 60F: 3 clusters Score -2438934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2438941.750000 Penalty: 5016.117676
	Iteration 61Q: 3 clusters Score -2438942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2438942.750000 Penalty: 5016.117676
	Iteration 62Q: 3 clusters Score -2438943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2438937.750000 Penalty: 5016.117676
	Iteration 63Q: 3 clusters Score -2438938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2438938.250000 Penalty: 5016.117676
	Iteration 64Q: 3 clusters Score -2438938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2438938.250000 Penalty: 5016.117676
	Iteration 65F: 3 clusters Score -2438938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -667719.875000 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -667719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -661786.187500 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -661786.2 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -663259.750000 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -663259.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -663525.750000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -663525.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -663725.125000 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -663725.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -663896.250000 Penalty: 4405.941895
	Iteration 4Q: 3 clusters Score -663896.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -664042.000000 Penalty: 4405.941895
	Iteration 5Q: 3 clusters Score -664042 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -664178.750000 Penalty: 4405.941895
	Iteration 6Q: 3 clusters Score -664178.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -664369.750000 Penalty: 4405.941895
	Iteration 7Q: 3 clusters Score -664369.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -664595.000000 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -664595 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -664836.625000 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -664836.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -665086.000000 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -665086 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -665349.562500 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -665349.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -665600.375000 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -665600.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -665821.687500 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -665821.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -666067.562500 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -666067.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -666292.750000 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -666292.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -666512.562500 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -666512.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -666729.937500 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -666729.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -666887.125000 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -666887.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -666992.187500 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -666992.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -667092.437500 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -667092.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -667162.125000 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -667162.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -667197.750000 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -667197.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -667221.687500 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -667221.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -667234.562500 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -667234.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -667241.187500 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -667241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -667245.125000 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -667245.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -667248.375000 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -667248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -667249.000000 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -667249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -667249.000000 Penalty: 4405.941895
	Iteration 29F: 3 clusters Score -667249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -160326.203125 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -160326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -157827.937500 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -157827.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -158350.171875 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -158350.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -158518.265625 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -158518.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -158639.578125 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -158639.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -158771.156250 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -158771.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -158869.484375 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -158869.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -158966.000000 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -158966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -159035.656250 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -159035.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -159097.953125 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -159098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -159156.843750 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -159156.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -159214.546875 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -159214.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -159256.015625 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -159256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -159289.828125 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -159289.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -159323.250000 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -159323.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -159363.062500 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -159363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -159383.828125 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -159383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159395.734375 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -159395.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -159406.203125 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -159406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -159431.296875 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -159431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -159455.156250 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -159455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -159480.515625 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -159480.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159505.453125 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -159505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -159514.625000 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -159514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -159520.593750 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -159520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -159526.156250 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -159526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -159532.546875 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -159532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -159535.734375 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -159535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -159537.140625 Penalty: 3730.304932
	Iteration 27Q: 3 clusters Score -159537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -159537.140625 Penalty: 3730.304932
	Iteration 28F: 3 clusters Score -159537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -490313.656250 Penalty: 2135.991211
	Iteration 0F: 2 clusters Score -490313.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -485476.343750 Penalty: 4271.982422
	Iteration 0F: 3 clusters Score -485476.3 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -486767.312500 Penalty: 4271.982422
	Iteration 1F: 3 clusters Score -486767.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -487114.093750 Penalty: 4271.982422
	Iteration 2F: 3 clusters Score -487114.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -487392.406250 Penalty: 4271.982422
	Iteration 3F: 3 clusters Score -487392.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -487693.781250 Penalty: 4271.982422
	Iteration 4F: 3 clusters Score -487693.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -488068.812500 Penalty: 4271.982422
	Iteration 5F: 3 clusters Score -488068.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -488474.343750 Penalty: 4271.982422
	Iteration 6F: 3 clusters Score -488474.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -488872.093750 Penalty: 4271.982422
	Iteration 7F: 3 clusters Score -488872.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -489339.718750 Penalty: 4271.982422
	Iteration 8Q: 3 clusters Score -489339.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -489661.125000 Penalty: 4271.982422
	Iteration 9Q: 3 clusters Score -489661.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -489791.937500 Penalty: 4271.982422
	Iteration 10Q: 3 clusters Score -489791.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -489877.875000 Penalty: 4271.982422
	Iteration 11Q: 3 clusters Score -489877.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -489967.437500 Penalty: 4271.982422
	Iteration 12Q: 3 clusters Score -489967.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -490049.718750 Penalty: 4271.982422
	Iteration 13Q: 3 clusters Score -490049.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -490129.218750 Penalty: 4271.982422
	Iteration 14Q: 3 clusters Score -490129.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -490206.968750 Penalty: 4271.982422
	Iteration 15Q: 3 clusters Score -490207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -490254.312500 Penalty: 4271.982422
	Iteration 16Q: 3 clusters Score -490254.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -490286.937500 Penalty: 4271.982422
	Iteration 17Q: 3 clusters Score -490286.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -490315.812500 Penalty: 4271.982422
	Iteration 18Q: 3 clusters Score -490315.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -490340.281250 Penalty: 4271.982422
	Iteration 19Q: 3 clusters Score -490340.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -490355.843750 Penalty: 4271.982422
	Iteration 20F: 3 clusters Score -490355.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -490361.468750 Penalty: 4271.982422
	Iteration 21Q: 3 clusters Score -490361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -490365.937500 Penalty: 4271.982422
	Iteration 22Q: 3 clusters Score -490365.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -490369.718750 Penalty: 4271.982422
	Iteration 23Q: 3 clusters Score -490369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -490370.281250 Penalty: 4271.982422
	Iteration 24Q: 3 clusters Score -490370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -490372.750000 Penalty: 4271.982422
	Iteration 25Q: 3 clusters Score -490372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -490375.000000 Penalty: 4271.982422
	Iteration 26Q: 3 clusters Score -490375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -490378.281250 Penalty: 4271.982422
	Iteration 27Q: 3 clusters Score -490378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -490379.562500 Penalty: 4271.982422
	Iteration 28Q: 3 clusters Score -490379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -490382.312500 Penalty: 4271.982422
	Iteration 29Q: 3 clusters Score -490382.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -490383.250000 Penalty: 4271.982422
	Iteration 30Q: 3 clusters Score -490383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -490385.062500 Penalty: 4271.982422
	Iteration 31Q: 3 clusters Score -490385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -490386.437500 Penalty: 4271.982422
	Iteration 32Q: 3 clusters Score -490386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -490388.312500 Penalty: 4271.982422
	Iteration 33Q: 3 clusters Score -490388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -490389.406250 Penalty: 4271.982422
	Iteration 34Q: 3 clusters Score -490389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -490389.531250 Penalty: 4271.982422
	Iteration 35Q: 3 clusters Score -490389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -490390.125000 Penalty: 4271.982422
	Iteration 36Q: 3 clusters Score -490390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -490390.125000 Penalty: 4271.982422
	Iteration 37F: 3 clusters Score -490390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 14857 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7760 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4652 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5189 members 
Mstep: Class 51 contains 4489 members 
Mstep: Class 52 contains 3487 members 
Entering Unmasked Estep 
Score: -58970472.000000 Penalty: 172130.390625
Splitting cluster 16 changes total score from -58971628.000000 to -58970472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -2417614.250000 Penalty: 2510.340820
	Iteration 0F: 2 clusters Score -2417614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2400346.250000 Penalty: 5020.681641
	Iteration 0F: 3 clusters Score -2400346 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2406702.250000 Penalty: 5020.681641
	Iteration 1F: 3 clusters Score -2406702 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2407482.000000 Penalty: 5020.681641
	Iteration 2F: 3 clusters Score -2407482 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2408419.000000 Penalty: 5020.681641
	Iteration 3F: 3 clusters Score -2408419 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2409573.750000 Penalty: 5020.681641
	Iteration 4F: 3 clusters Score -2409574 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2410806.500000 Penalty: 5020.681641
	Iteration 5F: 3 clusters Score -2410806 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2411714.000000 Penalty: 5020.681641
	Iteration 6F: 3 clusters Score -2411714 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2412265.750000 Penalty: 5020.681641
	Iteration 7Q: 3 clusters Score -2412266 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2412598.000000 Penalty: 5020.681641
	Iteration 8Q: 3 clusters Score -2412598 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2412848.000000 Penalty: 5020.681641
	Iteration 9Q: 3 clusters Score -2412848 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2413028.250000 Penalty: 5020.681641
	Iteration 10Q: 3 clusters Score -2413028 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2413191.750000 Penalty: 5020.681641
	Iteration 11Q: 3 clusters Score -2413192 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2413340.250000 Penalty: 5020.681641
	Iteration 12Q: 3 clusters Score -2413340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2413520.000000 Penalty: 5020.681641
	Iteration 13Q: 3 clusters Score -2413520 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2413716.500000 Penalty: 5020.681641
	Iteration 14Q: 3 clusters Score -2413716 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2413887.500000 Penalty: 5020.681641
	Iteration 15Q: 3 clusters Score -2413888 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2414056.500000 Penalty: 5020.681641
	Iteration 16Q: 3 clusters Score -2414056 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2414216.000000 Penalty: 5020.681641
	Iteration 17Q: 3 clusters Score -2414216 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2414394.000000 Penalty: 5020.681641
	Iteration 18Q: 3 clusters Score -2414394 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2414577.000000 Penalty: 5020.681641
	Iteration 19Q: 3 clusters Score -2414577 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2414752.000000 Penalty: 5020.681641
	Iteration 20F: 3 clusters Score -2414752 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2414939.500000 Penalty: 5020.681641
	Iteration 21Q: 3 clusters Score -2414940 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2415083.000000 Penalty: 5020.681641
	Iteration 22Q: 3 clusters Score -2415083 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2415227.000000 Penalty: 5020.681641
	Iteration 23Q: 3 clusters Score -2415227 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2415341.250000 Penalty: 5020.681641
	Iteration 24Q: 3 clusters Score -2415341 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2415411.250000 Penalty: 5020.681641
	Iteration 25Q: 3 clusters Score -2415411 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2415497.250000 Penalty: 5020.681641
	Iteration 26Q: 3 clusters Score -2415497 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2415573.000000 Penalty: 5020.681641
	Iteration 27Q: 3 clusters Score -2415573 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2415630.500000 Penalty: 5020.681641
	Iteration 28Q: 3 clusters Score -2415630 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2415681.000000 Penalty: 5020.681641
	Iteration 29Q: 3 clusters Score -2415681 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2415715.250000 Penalty: 5020.681641
	Iteration 30Q: 3 clusters Score -2415715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2415750.250000 Penalty: 5020.681641
	Iteration 31Q: 3 clusters Score -2415750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2415781.250000 Penalty: 5020.681641
	Iteration 32Q: 3 clusters Score -2415781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2415802.000000 Penalty: 5020.681641
	Iteration 33Q: 3 clusters Score -2415802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2415830.000000 Penalty: 5020.681641
	Iteration 34Q: 3 clusters Score -2415830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2415846.250000 Penalty: 5020.681641
	Iteration 35Q: 3 clusters Score -2415846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2415863.000000 Penalty: 5020.681641
	Iteration 36Q: 3 clusters Score -2415863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2415873.250000 Penalty: 5020.681641
	Iteration 37Q: 3 clusters Score -2415873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2415887.250000 Penalty: 5020.681641
	Iteration 38Q: 3 clusters Score -2415887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2415899.000000 Penalty: 5020.681641
	Iteration 39Q: 3 clusters Score -2415899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2415910.750000 Penalty: 5020.681641
	Iteration 40F: 3 clusters Score -2415911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2415910.750000 Penalty: 5020.681641
	Iteration 41Q: 3 clusters Score -2415911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2415917.000000 Penalty: 5020.681641
	Iteration 42Q: 3 clusters Score -2415917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2415921.250000 Penalty: 5020.681641
	Iteration 43Q: 3 clusters Score -2415921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2415925.500000 Penalty: 5020.681641
	Iteration 44Q: 3 clusters Score -2415926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2415923.000000 Penalty: 5020.681641
	Iteration 45Q: 3 clusters Score -2415923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -2415923.250000 Penalty: 5020.681641
	Iteration 46Q: 3 clusters Score -2415923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2415922.500000 Penalty: 5020.681641
	Iteration 47Q: 3 clusters Score -2415922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2415929.250000 Penalty: 5020.681641
	Iteration 48Q: 3 clusters Score -2415929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2415928.000000 Penalty: 5020.681641
	Iteration 49Q: 3 clusters Score -2415928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2415933.500000 Penalty: 5020.681641
	Iteration 50Q: 3 clusters Score -2415934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2415928.750000 Penalty: 5020.681641
	Iteration 51Q: 3 clusters Score -2415929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2415931.500000 Penalty: 5020.681641
	Iteration 52Q: 3 clusters Score -2415932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2415936.000000 Penalty: 5020.681641
	Iteration 53Q: 3 clusters Score -2415936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2415938.000000 Penalty: 5020.681641
	Iteration 54Q: 3 clusters Score -2415938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2415940.250000 Penalty: 5020.681641
	Iteration 55Q: 3 clusters Score -2415940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2415939.250000 Penalty: 5020.681641
	Iteration 56Q: 3 clusters Score -2415939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2415936.250000 Penalty: 5020.681641
	Iteration 57Q: 3 clusters Score -2415936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2415936.500000 Penalty: 5020.681641
	Iteration 58Q: 3 clusters Score -2415936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2415938.000000 Penalty: 5020.681641
	Iteration 59Q: 3 clusters Score -2415938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2415938.000000 Penalty: 5020.681641
	Iteration 60F: 3 clusters Score -2415938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -158198.093750 Penalty: 1853.039062
	Iteration 0F: 2 clusters Score -158198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -155707.015625 Penalty: 3706.078125
	Iteration 0F: 3 clusters Score -155707 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156164.546875 Penalty: 3706.078125
	Iteration 1F: 3 clusters Score -156164.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -156321.484375 Penalty: 3706.078125
	Iteration 2F: 3 clusters Score -156321.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -156428.937500 Penalty: 3706.078125
	Iteration 3F: 3 clusters Score -156428.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -156499.171875 Penalty: 3706.078125
	Iteration 4Q: 3 clusters Score -156499.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156542.250000 Penalty: 3706.078125
	Iteration 5Q: 3 clusters Score -156542.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -156581.531250 Penalty: 3706.078125
	Iteration 6Q: 3 clusters Score -156581.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -156608.625000 Penalty: 3706.078125
	Iteration 7Q: 3 clusters Score -156608.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -156641.968750 Penalty: 3706.078125
	Iteration 8Q: 3 clusters Score -156642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -156674.968750 Penalty: 3706.078125
	Iteration 9Q: 3 clusters Score -156675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -156692.359375 Penalty: 3706.078125
	Iteration 10Q: 3 clusters Score -156692.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -156709.109375 Penalty: 3706.078125
	Iteration 11Q: 3 clusters Score -156709.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -156733.718750 Penalty: 3706.078125
	Iteration 12Q: 3 clusters Score -156733.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156758.765625 Penalty: 3706.078125
	Iteration 13Q: 3 clusters Score -156758.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156784.078125 Penalty: 3706.078125
	Iteration 14Q: 3 clusters Score -156784.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -156801.593750 Penalty: 3706.078125
	Iteration 15Q: 3 clusters Score -156801.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156812.093750 Penalty: 3706.078125
	Iteration 16Q: 3 clusters Score -156812.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156827.203125 Penalty: 3706.078125
	Iteration 17Q: 3 clusters Score -156827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156838.468750 Penalty: 3706.078125
	Iteration 18Q: 3 clusters Score -156838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156850.031250 Penalty: 3706.078125
	Iteration 19Q: 3 clusters Score -156850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156865.765625 Penalty: 3706.078125
	Iteration 20F: 3 clusters Score -156865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156877.781250 Penalty: 3706.078125
	Iteration 21Q: 3 clusters Score -156877.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156887.156250 Penalty: 3706.078125
	Iteration 22Q: 3 clusters Score -156887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156892.421875 Penalty: 3706.078125
	Iteration 23Q: 3 clusters Score -156892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156895.875000 Penalty: 3706.078125
	Iteration 24Q: 3 clusters Score -156895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -156900.031250 Penalty: 3706.078125
	Iteration 25Q: 3 clusters Score -156900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156901.390625 Penalty: 3706.078125
	Iteration 26Q: 3 clusters Score -156901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156902.718750 Penalty: 3706.078125
	Iteration 27Q: 3 clusters Score -156902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156902.718750 Penalty: 3706.078125
	Iteration 28F: 3 clusters Score -156902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Entering Unmasked Estep 
Score: -1001900.250000 Penalty: 2282.122314
	Iteration 0F: 2 clusters Score -1001900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -994345.187500 Penalty: 4564.244629
	Iteration 0F: 3 clusters Score -994345.2 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -996594.875000 Penalty: 4564.244629
	Iteration 1F: 3 clusters Score -996594.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -997060.687500 Penalty: 4564.244629
	Iteration 2F: 3 clusters Score -997060.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -997491.437500 Penalty: 4564.244629
	Iteration 3F: 3 clusters Score -997491.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -997862.937500 Penalty: 4564.244629
	Iteration 4F: 3 clusters Score -997862.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -998195.000000 Penalty: 4564.244629
	Iteration 5F: 3 clusters Score -998195 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -998458.562500 Penalty: 4564.244629
	Iteration 6F: 3 clusters Score -998458.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -998661.062500 Penalty: 4564.244629
	Iteration 7Q: 3 clusters Score -998661.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -998864.500000 Penalty: 4564.244629
	Iteration 8Q: 3 clusters Score -998864.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -999057.062500 Penalty: 4564.244629
	Iteration 9Q: 3 clusters Score -999057.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -999238.687500 Penalty: 4564.244629
	Iteration 10Q: 3 clusters Score -999238.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -999397.937500 Penalty: 4564.244629
	Iteration 11Q: 3 clusters Score -999397.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -999545.125000 Penalty: 4564.244629
	Iteration 12Q: 3 clusters Score -999545.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -999658.937500 Penalty: 4564.244629
	Iteration 13Q: 3 clusters Score -999658.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -999768.062500 Penalty: 4564.244629
	Iteration 14Q: 3 clusters Score -999768.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -999868.250000 Penalty: 4564.244629
	Iteration 15Q: 3 clusters Score -999868.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -999942.562500 Penalty: 4564.244629
	Iteration 16Q: 3 clusters Score -999942.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1000013.062500 Penalty: 4564.244629
	Iteration 17Q: 3 clusters Score -1000013 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1000076.000000 Penalty: 4564.244629
	Iteration 18Q: 3 clusters Score -1000076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1000142.187500 Penalty: 4564.244629
	Iteration 19Q: 3 clusters Score -1000142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1000227.812500 Penalty: 4564.244629
	Iteration 20F: 3 clusters Score -1000228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1000287.312500 Penalty: 4564.244629
	Iteration 21Q: 3 clusters Score -1000287 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1000331.562500 Penalty: 4564.244629
	Iteration 22Q: 3 clusters Score -1000332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1000367.437500 Penalty: 4564.244629
	Iteration 23Q: 3 clusters Score -1000367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1000404.625000 Penalty: 4564.244629
	Iteration 24Q: 3 clusters Score -1000405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1000437.750000 Penalty: 4564.244629
	Iteration 25Q: 3 clusters Score -1000438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1000490.625000 Penalty: 4564.244629
	Iteration 26Q: 3 clusters Score -1000491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1000549.062500 Penalty: 4564.244629
	Iteration 27Q: 3 clusters Score -1000549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1000601.187500 Penalty: 4564.244629
	Iteration 28Q: 3 clusters Score -1000601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1000644.000000 Penalty: 4564.244629
	Iteration 29Q: 3 clusters Score -1000644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1000666.937500 Penalty: 4564.244629
	Iteration 30Q: 3 clusters Score -1000667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1000675.812500 Penalty: 4564.244629
	Iteration 31Q: 3 clusters Score -1000676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1000680.750000 Penalty: 4564.244629
	Iteration 32Q: 3 clusters Score -1000681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1000683.250000 Penalty: 4564.244629
	Iteration 33Q: 3 clusters Score -1000683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1000683.250000 Penalty: 4564.244629
	Iteration 34F: 3 clusters Score -1000683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Entering Unmasked Estep 
Score: -3499380.250000 Penalty: 2595.140137
	Iteration 0F: 2 clusters Score -3499380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3475297.750000 Penalty: 5190.280273
	Iteration 0F: 3 clusters Score -3475298 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3484322.500000 Penalty: 5190.280273
	Iteration 1F: 3 clusters Score -3484322 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3484974.500000 Penalty: 5190.280273
	Iteration 2Q: 3 clusters Score -3484974 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3485720.750000 Penalty: 5190.280273
	Iteration 3F: 3 clusters Score -3485721 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3486693.750000 Penalty: 5190.280273
	Iteration 4F: 3 clusters Score -3486694 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3488066.750000 Penalty: 5190.280273
	Iteration 5F: 3 clusters Score -3488067 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3489710.000000 Penalty: 5190.280273
	Iteration 6F: 3 clusters Score -3489710 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3491373.000000 Penalty: 5190.280273
	Iteration 7F: 3 clusters Score -3491373 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3492773.750000 Penalty: 5190.280273
	Iteration 8F: 3 clusters Score -3492774 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3493829.500000 Penalty: 5190.280273
	Iteration 9Q: 3 clusters Score -3493830 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3494649.750000 Penalty: 5190.280273
	Iteration 10Q: 3 clusters Score -3494650 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3495268.750000 Penalty: 5190.280273
	Iteration 11Q: 3 clusters Score -3495269 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3495773.750000 Penalty: 5190.280273
	Iteration 12Q: 3 clusters Score -3495774 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3496139.750000 Penalty: 5190.280273
	Iteration 13Q: 3 clusters Score -3496140 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3496416.000000 Penalty: 5190.280273
	Iteration 14Q: 3 clusters Score -3496416 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3496639.000000 Penalty: 5190.280273
	Iteration 15Q: 3 clusters Score -3496639 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3496791.000000 Penalty: 5190.280273
	Iteration 16Q: 3 clusters Score -3496791 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3496885.750000 Penalty: 5190.280273
	Iteration 17Q: 3 clusters Score -3496886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3496945.000000 Penalty: 5190.280273
	Iteration 18Q: 3 clusters Score -3496945 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3496991.000000 Penalty: 5190.280273
	Iteration 19Q: 3 clusters Score -3496991 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3497043.750000 Penalty: 5190.280273
	Iteration 20F: 3 clusters Score -3497044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3497064.000000 Penalty: 5190.280273
	Iteration 21Q: 3 clusters Score -3497064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3497085.000000 Penalty: 5190.280273
	Iteration 22Q: 3 clusters Score -3497085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -3497095.750000 Penalty: 5190.280273
	Iteration 23Q: 3 clusters Score -3497096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -3497109.000000 Penalty: 5190.280273
	Iteration 24Q: 3 clusters Score -3497109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3497131.000000 Penalty: 5190.280273
	Iteration 25Q: 3 clusters Score -3497131 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -3497129.000000 Penalty: 5190.280273
	Iteration 26Q: 3 clusters Score -3497129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3497140.000000 Penalty: 5190.280273
	Iteration 27Q: 3 clusters Score -3497140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3497164.500000 Penalty: 5190.280273
	Iteration 28Q: 3 clusters Score -3497164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3497187.750000 Penalty: 5190.280273
	Iteration 29Q: 3 clusters Score -3497188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3497203.250000 Penalty: 5190.280273
	Iteration 30Q: 3 clusters Score -3497203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3497217.000000 Penalty: 5190.280273
	Iteration 31Q: 3 clusters Score -3497217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -3497227.000000 Penalty: 5190.280273
	Iteration 32Q: 3 clusters Score -3497227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3497246.000000 Penalty: 5190.280273
	Iteration 33Q: 3 clusters Score -3497246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3497262.000000 Penalty: 5190.280273
	Iteration 34Q: 3 clusters Score -3497262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3497260.750000 Penalty: 5190.280273
	Iteration 35Q: 3 clusters Score -3497261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3497270.500000 Penalty: 5190.280273
	Iteration 36Q: 3 clusters Score -3497270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3497283.250000 Penalty: 5190.280273
	Iteration 37Q: 3 clusters Score -3497283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3497293.000000 Penalty: 5190.280273
	Iteration 38Q: 3 clusters Score -3497293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -3497298.500000 Penalty: 5190.280273
	Iteration 39Q: 3 clusters Score -3497298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -3497308.500000 Penalty: 5190.280273
	Iteration 40F: 3 clusters Score -3497308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3497306.250000 Penalty: 5190.280273
	Iteration 41Q: 3 clusters Score -3497306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3497300.750000 Penalty: 5190.280273
	Iteration 42Q: 3 clusters Score -3497301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3497318.750000 Penalty: 5190.280273
	Iteration 43Q: 3 clusters Score -3497319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3497314.000000 Penalty: 5190.280273
	Iteration 44Q: 3 clusters Score -3497314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -3497314.250000 Penalty: 5190.280273
	Iteration 45Q: 3 clusters Score -3497314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -3497314.250000 Penalty: 5190.280273
	Iteration 46Q: 3 clusters Score -3497314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -3497314.500000 Penalty: 5190.280273
	Iteration 47Q: 3 clusters Score -3497314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3497320.500000 Penalty: 5190.280273
	Iteration 48Q: 3 clusters Score -3497320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3497315.750000 Penalty: 5190.280273
	Iteration 49Q: 3 clusters Score -3497316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3497318.250000 Penalty: 5190.280273
	Iteration 50Q: 3 clusters Score -3497318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3497318.750000 Penalty: 5190.280273
	Iteration 51Q: 3 clusters Score -3497319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3497330.750000 Penalty: 5190.280273
	Iteration 52Q: 3 clusters Score -3497331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3497335.250000 Penalty: 5190.280273
	Iteration 53Q: 3 clusters Score -3497335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -3497336.000000 Penalty: 5190.280273
	Iteration 54Q: 3 clusters Score -3497336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3497341.750000 Penalty: 5190.280273
	Iteration 55Q: 3 clusters Score -3497342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -3497343.250000 Penalty: 5190.280273
	Iteration 56Q: 3 clusters Score -3497343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3497352.500000 Penalty: 5190.280273
	Iteration 57Q: 3 clusters Score -3497352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3497351.250000 Penalty: 5190.280273
	Iteration 58Q: 3 clusters Score -3497351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3497351.250000 Penalty: 5190.280273
	Iteration 59Q: 3 clusters Score -3497351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3497354.500000 Penalty: 5190.280273
	Iteration 60F: 3 clusters Score -3497354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3497352.250000 Penalty: 5190.280273
	Iteration 61Q: 3 clusters Score -3497352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3497359.000000 Penalty: 5190.280273
	Iteration 62Q: 3 clusters Score -3497359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3497360.500000 Penalty: 5190.280273
	Iteration 63Q: 3 clusters Score -3497360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3497357.750000 Penalty: 5190.280273
	Iteration 64Q: 3 clusters Score -3497358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3497357.750000 Penalty: 5190.280273
	Iteration 65F: 3 clusters Score -3497358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -599052.375000 Penalty: 2162.957520
	Iteration 0F: 2 clusters Score -599052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -593820.250000 Penalty: 4325.915039
	Iteration 0F: 3 clusters Score -593820.2 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -595079.562500 Penalty: 4325.915039
	Iteration 1F: 3 clusters Score -595079.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -595324.375000 Penalty: 4325.915039
	Iteration 2F: 3 clusters Score -595324.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -595493.000000 Penalty: 4325.915039
	Iteration 3F: 3 clusters Score -595493 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -595589.937500 Penalty: 4325.915039
	Iteration 4Q: 3 clusters Score -595589.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -595661.187500 Penalty: 4325.915039
	Iteration 5Q: 3 clusters Score -595661.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -595712.750000 Penalty: 4325.915039
	Iteration 6Q: 3 clusters Score -595712.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -595768.062500 Penalty: 4325.915039
	Iteration 7Q: 3 clusters Score -595768.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -595817.812500 Penalty: 4325.915039
	Iteration 8Q: 3 clusters Score -595817.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -595858.500000 Penalty: 4325.915039
	Iteration 9Q: 3 clusters Score -595858.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -595897.750000 Penalty: 4325.915039
	Iteration 10Q: 3 clusters Score -595897.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -595934.875000 Penalty: 4325.915039
	Iteration 11Q: 3 clusters Score -595934.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -595982.812500 Penalty: 4325.915039
	Iteration 12Q: 3 clusters Score -595982.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -596025.125000 Penalty: 4325.915039
	Iteration 13Q: 3 clusters Score -596025.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -596081.562500 Penalty: 4325.915039
	Iteration 14Q: 3 clusters Score -596081.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -596136.687500 Penalty: 4325.915039
	Iteration 15Q: 3 clusters Score -596136.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -596184.625000 Penalty: 4325.915039
	Iteration 16Q: 3 clusters Score -596184.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -596239.125000 Penalty: 4325.915039
	Iteration 17Q: 3 clusters Score -596239.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -596304.937500 Penalty: 4325.915039
	Iteration 18Q: 3 clusters Score -596304.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -596376.250000 Penalty: 4325.915039
	Iteration 19Q: 3 clusters Score -596376.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -596462.250000 Penalty: 4325.915039
	Iteration 20F: 3 clusters Score -596462.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -596550.687500 Penalty: 4325.915039
	Iteration 21Q: 3 clusters Score -596550.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -596616.937500 Penalty: 4325.915039
	Iteration 22Q: 3 clusters Score -596616.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -596688.625000 Penalty: 4325.915039
	Iteration 23Q: 3 clusters Score -596688.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -596757.125000 Penalty: 4325.915039
	Iteration 24Q: 3 clusters Score -596757.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -596814.375000 Penalty: 4325.915039
	Iteration 25Q: 3 clusters Score -596814.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -596871.875000 Penalty: 4325.915039
	Iteration 26Q: 3 clusters Score -596871.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -596911.750000 Penalty: 4325.915039
	Iteration 27Q: 3 clusters Score -596911.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -596951.187500 Penalty: 4325.915039
	Iteration 28Q: 3 clusters Score -596951.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -596987.437500 Penalty: 4325.915039
	Iteration 29Q: 3 clusters Score -596987.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -597028.125000 Penalty: 4325.915039
	Iteration 30Q: 3 clusters Score -597028.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -597059.500000 Penalty: 4325.915039
	Iteration 31Q: 3 clusters Score -597059.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -597086.125000 Penalty: 4325.915039
	Iteration 32Q: 3 clusters Score -597086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -597111.187500 Penalty: 4325.915039
	Iteration 33Q: 3 clusters Score -597111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -597126.937500 Penalty: 4325.915039
	Iteration 34Q: 3 clusters Score -597126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -597133.187500 Penalty: 4325.915039
	Iteration 35Q: 3 clusters Score -597133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -597137.500000 Penalty: 4325.915039
	Iteration 36Q: 3 clusters Score -597137.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -597141.437500 Penalty: 4325.915039
	Iteration 37Q: 3 clusters Score -597141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -597143.312500 Penalty: 4325.915039
	Iteration 38Q: 3 clusters Score -597143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -597143.812500 Penalty: 4325.915039
	Iteration 39Q: 3 clusters Score -597143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -597144.875000 Penalty: 4325.915039
	Iteration 40F: 3 clusters Score -597144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -800148.437500 Penalty: 2238.819580
	Iteration 0F: 2 clusters Score -800148.4 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 4136 members 
Entering Unmasked Estep 
Score: -793484.125000 Penalty: 4477.639160
	Iteration 0F: 3 clusters Score -793484.1 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -795301.000000 Penalty: 4477.639160
	Iteration 1F: 3 clusters Score -795301 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -795596.625000 Penalty: 4477.639160
	Iteration 2F: 3 clusters Score -795596.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -795825.125000 Penalty: 4477.639160
	Iteration 3F: 3 clusters Score -795825.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -796026.500000 Penalty: 4477.639160
	Iteration 4Q: 3 clusters Score -796026.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -796191.250000 Penalty: 4477.639160
	Iteration 5Q: 3 clusters Score -796191.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -796362.437500 Penalty: 4477.639160
	Iteration 6Q: 3 clusters Score -796362.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -796519.125000 Penalty: 4477.639160
	Iteration 7Q: 3 clusters Score -796519.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -796653.937500 Penalty: 4477.639160
	Iteration 8Q: 3 clusters Score -796653.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -796793.125000 Penalty: 4477.639160
	Iteration 9Q: 3 clusters Score -796793.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -796925.750000 Penalty: 4477.639160
	Iteration 10Q: 3 clusters Score -796925.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -797052.812500 Penalty: 4477.639160
	Iteration 11Q: 3 clusters Score -797052.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -797177.187500 Penalty: 4477.639160
	Iteration 12Q: 3 clusters Score -797177.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -797311.812500 Penalty: 4477.639160
	Iteration 13Q: 3 clusters Score -797311.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -797441.500000 Penalty: 4477.639160
	Iteration 14Q: 3 clusters Score -797441.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -797560.875000 Penalty: 4477.639160
	Iteration 15Q: 3 clusters Score -797560.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -797674.312500 Penalty: 4477.639160
	Iteration 16Q: 3 clusters Score -797674.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -797762.750000 Penalty: 4477.639160
	Iteration 17Q: 3 clusters Score -797762.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -797834.750000 Penalty: 4477.639160
	Iteration 18Q: 3 clusters Score -797834.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -797909.750000 Penalty: 4477.639160
	Iteration 19Q: 3 clusters Score -797909.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -797989.625000 Penalty: 4477.639160
	Iteration 20F: 3 clusters Score -797989.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -798055.500000 Penalty: 4477.639160
	Iteration 21Q: 3 clusters Score -798055.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -798121.312500 Penalty: 4477.639160
	Iteration 22Q: 3 clusters Score -798121.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -798165.625000 Penalty: 4477.639160
	Iteration 23Q: 3 clusters Score -798165.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -798202.375000 Penalty: 4477.639160
	Iteration 24Q: 3 clusters Score -798202.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -798224.750000 Penalty: 4477.639160
	Iteration 25Q: 3 clusters Score -798224.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -798243.000000 Penalty: 4477.639160
	Iteration 26Q: 3 clusters Score -798243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -798252.687500 Penalty: 4477.639160
	Iteration 27Q: 3 clusters Score -798252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -798259.250000 Penalty: 4477.639160
	Iteration 28Q: 3 clusters Score -798259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -798265.062500 Penalty: 4477.639160
	Iteration 29Q: 3 clusters Score -798265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -798275.937500 Penalty: 4477.639160
	Iteration 30Q: 3 clusters Score -798275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -798280.937500 Penalty: 4477.639160
	Iteration 31Q: 3 clusters Score -798280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -798285.750000 Penalty: 4477.639160
	Iteration 32Q: 3 clusters Score -798285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -798288.312500 Penalty: 4477.639160
	Iteration 33Q: 3 clusters Score -798288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -798288.937500 Penalty: 4477.639160
	Iteration 34Q: 3 clusters Score -798288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -798290.312500 Penalty: 4477.639160
	Iteration 35Q: 3 clusters Score -798290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -798291.250000 Penalty: 4477.639160
	Iteration 36Q: 3 clusters Score -798291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -798291.250000 Penalty: 4477.639160
	Iteration 37F: 3 clusters Score -798291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Entering Unmasked Estep 
Score: -1319170.500000 Penalty: 2382.343994
	Iteration 0F: 2 clusters Score -1319170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1308389.625000 Penalty: 4764.687988
	Iteration 0F: 3 clusters Score -1308390 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1312258.375000 Penalty: 4764.687988
	Iteration 1F: 3 clusters Score -1312258 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1313040.500000 Penalty: 4764.687988
	Iteration 2F: 3 clusters Score -1313040 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1313786.750000 Penalty: 4764.687988
	Iteration 3F: 3 clusters Score -1313787 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1314459.500000 Penalty: 4764.687988
	Iteration 4F: 3 clusters Score -1314460 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1314961.125000 Penalty: 4764.687988
	Iteration 5F: 3 clusters Score -1314961 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1315372.125000 Penalty: 4764.687988
	Iteration 6Q: 3 clusters Score -1315372 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1315719.000000 Penalty: 4764.687988
	Iteration 7Q: 3 clusters Score -1315719 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1315979.625000 Penalty: 4764.687988
	Iteration 8Q: 3 clusters Score -1315980 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1316193.125000 Penalty: 4764.687988
	Iteration 9Q: 3 clusters Score -1316193 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1316343.375000 Penalty: 4764.687988
	Iteration 10Q: 3 clusters Score -1316343 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1316474.500000 Penalty: 4764.687988
	Iteration 11Q: 3 clusters Score -1316474 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1316587.875000 Penalty: 4764.687988
	Iteration 12Q: 3 clusters Score -1316588 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1316683.000000 Penalty: 4764.687988
	Iteration 13Q: 3 clusters Score -1316683 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1316788.375000 Penalty: 4764.687988
	Iteration 14Q: 3 clusters Score -1316788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1316844.750000 Penalty: 4764.687988
	Iteration 15Q: 3 clusters Score -1316845 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1316893.875000 Penalty: 4764.687988
	Iteration 16Q: 3 clusters Score -1316894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1316933.250000 Penalty: 4764.687988
	Iteration 17Q: 3 clusters Score -1316933 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1316974.250000 Penalty: 4764.687988
	Iteration 18Q: 3 clusters Score -1316974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1317015.000000 Penalty: 4764.687988
	Iteration 19Q: 3 clusters Score -1317015 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1317058.250000 Penalty: 4764.687988
	Iteration 20F: 3 clusters Score -1317058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1317095.250000 Penalty: 4764.687988
	Iteration 21Q: 3 clusters Score -1317095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1317141.375000 Penalty: 4764.687988
	Iteration 22Q: 3 clusters Score -1317141 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1317185.500000 Penalty: 4764.687988
	Iteration 23Q: 3 clusters Score -1317186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1317223.125000 Penalty: 4764.687988
	Iteration 24Q: 3 clusters Score -1317223 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1317262.250000 Penalty: 4764.687988
	Iteration 25Q: 3 clusters Score -1317262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1317307.750000 Penalty: 4764.687988
	Iteration 26Q: 3 clusters Score -1317308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1317353.250000 Penalty: 4764.687988
	Iteration 27Q: 3 clusters Score -1317353 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1317398.625000 Penalty: 4764.687988
	Iteration 28Q: 3 clusters Score -1317399 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1317433.875000 Penalty: 4764.687988
	Iteration 29Q: 3 clusters Score -1317434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1317474.625000 Penalty: 4764.687988
	Iteration 30Q: 3 clusters Score -1317475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1317505.250000 Penalty: 4764.687988
	Iteration 31Q: 3 clusters Score -1317505 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1317553.125000 Penalty: 4764.687988
	Iteration 32Q: 3 clusters Score -1317553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1317593.125000 Penalty: 4764.687988
	Iteration 33Q: 3 clusters Score -1317593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1317625.875000 Penalty: 4764.687988
	Iteration 34Q: 3 clusters Score -1317626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1317652.500000 Penalty: 4764.687988
	Iteration 35Q: 3 clusters Score -1317652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1317676.625000 Penalty: 4764.687988
	Iteration 36Q: 3 clusters Score -1317677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1317695.875000 Penalty: 4764.687988
	Iteration 37Q: 3 clusters Score -1317696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1317715.375000 Penalty: 4764.687988
	Iteration 38Q: 3 clusters Score -1317715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1317727.250000 Penalty: 4764.687988
	Iteration 39Q: 3 clusters Score -1317727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1317735.250000 Penalty: 4764.687988
	Iteration 40F: 3 clusters Score -1317735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1317737.750000 Penalty: 4764.687988
	Iteration 41Q: 3 clusters Score -1317738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1317752.500000 Penalty: 4764.687988
	Iteration 42Q: 3 clusters Score -1317752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1317764.125000 Penalty: 4764.687988
	Iteration 43Q: 3 clusters Score -1317764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1317765.125000 Penalty: 4764.687988
	Iteration 44Q: 3 clusters Score -1317765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1317772.375000 Penalty: 4764.687988
	Iteration 45Q: 3 clusters Score -1317772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1317781.875000 Penalty: 4764.687988
	Iteration 46Q: 3 clusters Score -1317782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1317793.625000 Penalty: 4764.687988
	Iteration 47Q: 3 clusters Score -1317794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1317800.875000 Penalty: 4764.687988
	Iteration 48Q: 3 clusters Score -1317801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1317812.125000 Penalty: 4764.687988
	Iteration 49Q: 3 clusters Score -1317812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1317818.125000 Penalty: 4764.687988
	Iteration 50Q: 3 clusters Score -1317818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1317821.875000 Penalty: 4764.687988
	Iteration 51Q: 3 clusters Score -1317822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1317824.500000 Penalty: 4764.687988
	Iteration 52Q: 3 clusters Score -1317824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1317824.000000 Penalty: 4764.687988
	Iteration 53Q: 3 clusters Score -1317824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1317829.500000 Penalty: 4764.687988
	Iteration 54Q: 3 clusters Score -1317830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1317832.125000 Penalty: 4764.687988
	Iteration 55Q: 3 clusters Score -1317832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1317833.875000 Penalty: 4764.687988
	Iteration 56Q: 3 clusters Score -1317834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1317836.375000 Penalty: 4764.687988
	Iteration 57Q: 3 clusters Score -1317836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1317835.125000 Penalty: 4764.687988
	Iteration 58Q: 3 clusters Score -1317835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1317838.625000 Penalty: 4764.687988
	Iteration 59Q: 3 clusters Score -1317839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1317839.000000 Penalty: 4764.687988
	Iteration 60F: 3 clusters Score -1317839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1317838.625000 Penalty: 4764.687988
	Iteration 61Q: 3 clusters Score -1317839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1317838.625000 Penalty: 4764.687988
	Iteration 62F: 3 clusters Score -1317839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -397698.062500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -397698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -393629.187500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -393629.2 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -394581.843750 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -394581.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -394841.281250 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -394841.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -395013.031250 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -395013 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -395178.062500 Penalty: 4150.986816
	Iteration 4Q: 3 clusters Score -395178.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -395313.875000 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -395313.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -395466.625000 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -395466.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -395599.562500 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -395599.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -395735.718750 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -395735.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -395887.281250 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -395887.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -396046.750000 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -396046.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -396178.562500 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -396178.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -396280.812500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -396280.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -396355.593750 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -396355.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -396415.125000 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -396415.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -396462.156250 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -396462.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -396487.125000 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -396487.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -396501.718750 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -396501.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -396512.187500 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -396512.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -396522.906250 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -396522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -396525.812500 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -396525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -396527.500000 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -396527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -396528.531250 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -396528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -396529.281250 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -396529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -396528.750000 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -396528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -396528.750000 Penalty: 4150.986816
	Iteration 25F: 3 clusters Score -396528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Entering Unmasked Estep 
Score: -870369.000000 Penalty: 2256.542480
	Iteration 0F: 2 clusters Score -870369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -863407.687500 Penalty: 4513.084961
	Iteration 0F: 3 clusters Score -863407.7 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -865546.125000 Penalty: 4513.084961
	Iteration 1F: 3 clusters Score -865546.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -866016.625000 Penalty: 4513.084961
	Iteration 2F: 3 clusters Score -866016.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -866451.687500 Penalty: 4513.084961
	Iteration 3F: 3 clusters Score -866451.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -866893.125000 Penalty: 4513.084961
	Iteration 4F: 3 clusters Score -866893.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -867315.062500 Penalty: 4513.084961
	Iteration 5F: 3 clusters Score -867315.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -867677.250000 Penalty: 4513.084961
	Iteration 6F: 3 clusters Score -867677.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -867991.062500 Penalty: 4513.084961
	Iteration 7Q: 3 clusters Score -867991.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -868262.062500 Penalty: 4513.084961
	Iteration 8Q: 3 clusters Score -868262.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -868535.750000 Penalty: 4513.084961
	Iteration 9Q: 3 clusters Score -868535.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -868834.875000 Penalty: 4513.084961
	Iteration 10Q: 3 clusters Score -868834.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -869124.937500 Penalty: 4513.084961
	Iteration 11Q: 3 clusters Score -869124.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -869297.875000 Penalty: 4513.084961
	Iteration 12Q: 3 clusters Score -869297.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -869408.687500 Penalty: 4513.084961
	Iteration 13Q: 3 clusters Score -869408.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -869479.375000 Penalty: 4513.084961
	Iteration 14Q: 3 clusters Score -869479.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -869518.562500 Penalty: 4513.084961
	Iteration 15Q: 3 clusters Score -869518.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -869546.750000 Penalty: 4513.084961
	Iteration 16Q: 3 clusters Score -869546.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -869572.500000 Penalty: 4513.084961
	Iteration 17Q: 3 clusters Score -869572.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -869589.187500 Penalty: 4513.084961
	Iteration 18Q: 3 clusters Score -869589.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -869606.000000 Penalty: 4513.084961
	Iteration 19Q: 3 clusters Score -869606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -869613.875000 Penalty: 4513.084961
	Iteration 20F: 3 clusters Score -869613.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -869618.250000 Penalty: 4513.084961
	Iteration 21Q: 3 clusters Score -869618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -869621.812500 Penalty: 4513.084961
	Iteration 22Q: 3 clusters Score -869621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -869623.750000 Penalty: 4513.084961
	Iteration 23Q: 3 clusters Score -869623.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -869626.312500 Penalty: 4513.084961
	Iteration 24Q: 3 clusters Score -869626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -869630.812500 Penalty: 4513.084961
	Iteration 25Q: 3 clusters Score -869630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -869632.625000 Penalty: 4513.084961
	Iteration 26Q: 3 clusters Score -869632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -869633.250000 Penalty: 4513.084961
	Iteration 27Q: 3 clusters Score -869633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -869634.500000 Penalty: 4513.084961
	Iteration 28Q: 3 clusters Score -869634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -869636.312500 Penalty: 4513.084961
	Iteration 29Q: 3 clusters Score -869636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -869637.250000 Penalty: 4513.084961
	Iteration 30Q: 3 clusters Score -869637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -869638.750000 Penalty: 4513.084961
	Iteration 31Q: 3 clusters Score -869638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -869638.437500 Penalty: 4513.084961
	Iteration 32Q: 3 clusters Score -869638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -869640.375000 Penalty: 4513.084961
	Iteration 33Q: 3 clusters Score -869640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -869640.375000 Penalty: 4513.084961
	Iteration 34Q: 3 clusters Score -869640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -869641.687500 Penalty: 4513.084961
	Iteration 35Q: 3 clusters Score -869641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -869642.750000 Penalty: 4513.084961
	Iteration 36Q: 3 clusters Score -869642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -869644.812500 Penalty: 4513.084961
	Iteration 37Q: 3 clusters Score -869644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -869644.312500 Penalty: 4513.084961
	Iteration 38Q: 3 clusters Score -869644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -869644.312500 Penalty: 4513.084961
	Iteration 39F: 3 clusters Score -869644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Entering Unmasked Estep 
Score: -3028616.500000 Penalty: 2559.317139
	Iteration 0F: 2 clusters Score -3028616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3007927.250000 Penalty: 5118.634277
	Iteration 0F: 3 clusters Score -3007927 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3015387.000000 Penalty: 5118.634277
	Iteration 1F: 3 clusters Score -3015387 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3016006.000000 Penalty: 5118.634277
	Iteration 2F: 3 clusters Score -3016006 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3016767.500000 Penalty: 5118.634277
	Iteration 3F: 3 clusters Score -3016768 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3017797.000000 Penalty: 5118.634277
	Iteration 4F: 3 clusters Score -3017797 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3019207.250000 Penalty: 5118.634277
	Iteration 5F: 3 clusters Score -3019207 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3020859.750000 Penalty: 5118.634277
	Iteration 6F: 3 clusters Score -3020860 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3022520.750000 Penalty: 5118.634277
	Iteration 7F: 3 clusters Score -3022521 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3023898.250000 Penalty: 5118.634277
	Iteration 8F: 3 clusters Score -3023898 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3024768.250000 Penalty: 5118.634277
	Iteration 9Q: 3 clusters Score -3024768 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3025374.500000 Penalty: 5118.634277
	Iteration 10Q: 3 clusters Score -3025374 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3025766.750000 Penalty: 5118.634277
	Iteration 11Q: 3 clusters Score -3025767 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3025962.250000 Penalty: 5118.634277
	Iteration 12Q: 3 clusters Score -3025962 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3026105.000000 Penalty: 5118.634277
	Iteration 13Q: 3 clusters Score -3026105 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3026211.500000 Penalty: 5118.634277
	Iteration 14Q: 3 clusters Score -3026212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3026292.500000 Penalty: 5118.634277
	Iteration 15Q: 3 clusters Score -3026292 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3026349.500000 Penalty: 5118.634277
	Iteration 16Q: 3 clusters Score -3026350 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3026390.500000 Penalty: 5118.634277
	Iteration 17Q: 3 clusters Score -3026390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3026440.500000 Penalty: 5118.634277
	Iteration 18Q: 3 clusters Score -3026440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3026470.750000 Penalty: 5118.634277
	Iteration 19Q: 3 clusters Score -3026471 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3026518.500000 Penalty: 5118.634277
	Iteration 20F: 3 clusters Score -3026518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3026533.000000 Penalty: 5118.634277
	Iteration 21Q: 3 clusters Score -3026533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3026562.750000 Penalty: 5118.634277
	Iteration 22Q: 3 clusters Score -3026563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3026575.500000 Penalty: 5118.634277
	Iteration 23Q: 3 clusters Score -3026576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3026587.000000 Penalty: 5118.634277
	Iteration 24Q: 3 clusters Score -3026587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3026581.500000 Penalty: 5118.634277
	Iteration 25Q: 3 clusters Score -3026582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3026591.000000 Penalty: 5118.634277
	Iteration 26Q: 3 clusters Score -3026591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3026590.750000 Penalty: 5118.634277
	Iteration 27Q: 3 clusters Score -3026591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3026600.000000 Penalty: 5118.634277
	Iteration 28Q: 3 clusters Score -3026600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3026603.250000 Penalty: 5118.634277
	Iteration 29Q: 3 clusters Score -3026603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3026603.250000 Penalty: 5118.634277
	Iteration 30Q: 3 clusters Score -3026603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3026605.750000 Penalty: 5118.634277
	Iteration 31Q: 3 clusters Score -3026606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3026610.500000 Penalty: 5118.634277
	Iteration 32Q: 3 clusters Score -3026610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3026611.250000 Penalty: 5118.634277
	Iteration 33Q: 3 clusters Score -3026611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3026618.000000 Penalty: 5118.634277
	Iteration 34Q: 3 clusters Score -3026618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3026625.000000 Penalty: 5118.634277
	Iteration 35Q: 3 clusters Score -3026625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3026625.250000 Penalty: 5118.634277
	Iteration 36Q: 3 clusters Score -3026625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3026631.750000 Penalty: 5118.634277
	Iteration 37Q: 3 clusters Score -3026632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3026633.750000 Penalty: 5118.634277
	Iteration 38Q: 3 clusters Score -3026634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3026631.500000 Penalty: 5118.634277
	Iteration 39Q: 3 clusters Score -3026632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3026627.000000 Penalty: 5118.634277
	Iteration 40F: 3 clusters Score -3026627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3026626.250000 Penalty: 5118.634277
	Iteration 41Q: 3 clusters Score -3026626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3026625.250000 Penalty: 5118.634277
	Iteration 42Q: 3 clusters Score -3026625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3026627.750000 Penalty: 5118.634277
	Iteration 43Q: 3 clusters Score -3026628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3026629.000000 Penalty: 5118.634277
	Iteration 44Q: 3 clusters Score -3026629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3026627.250000 Penalty: 5118.634277
	Iteration 45Q: 3 clusters Score -3026627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3026627.250000 Penalty: 5118.634277
	Iteration 46F: 3 clusters Score -3026627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -102529.875000 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -102529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100503.281250 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -100503.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100784.109375 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -100784.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -100854.218750 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -100854.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -100895.406250 Penalty: 3470.807617
	Iteration 3Q: 3 clusters Score -100895.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100918.945312 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -100918.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -100937.796875 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -100937.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -100954.390625 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -100954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100967.171875 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -100967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100976.500000 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -100976.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -100987.742188 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -100987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101008.601562 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -101008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -101015.531250 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -101015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -101019.296875 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -101019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101025.671875 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -101025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101026.835938 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -101026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101027.101562 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -101027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101027.101562 Penalty: 3470.807617
	Iteration 16F: 3 clusters Score -101027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -219190.609375 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -219190.6 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 1440 members 
Entering Unmasked Estep 
Score: -216081.687500 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -216081.7 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -216923.171875 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -216923.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -217310.437500 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -217310.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -217675.046875 Penalty: 3942.749268
	Iteration 3F: 3 clusters Score -217675 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -217966.671875 Penalty: 3942.749268
	Iteration 4F: 3 clusters Score -217966.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -218124.828125 Penalty: 3942.749268
	Iteration 5Q: 3 clusters Score -218124.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -218233.015625 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -218233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -218310.578125 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -218310.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -218362.546875 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -218362.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -218406.046875 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -218406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -218446.000000 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -218446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -218471.203125 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -218471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -218490.015625 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -218490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -218503.187500 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -218503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -218516.531250 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -218516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -218524.640625 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -218524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -218537.750000 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -218537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -218550.937500 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -218550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -218556.109375 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -218556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -218559.656250 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -218559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -218560.953125 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -218561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -218561.109375 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -218561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -218561.640625 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -218561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -218561.640625 Penalty: 3942.749268
	Iteration 23F: 3 clusters Score -218561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -131251.046875 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -131251 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 676 members 
Entering Unmasked Estep 
Score: -129042.257812 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -129042.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129409.367188 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -129409.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129512.085938 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -129512.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129568.656250 Penalty: 3588.866943
	Iteration 3Q: 3 clusters Score -129568.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -129593.054688 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -129593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129615.625000 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -129615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -129630.687500 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -129630.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129639.437500 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -129639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129647.781250 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -129647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129650.281250 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -129650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129651.585938 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -129651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129651.726562 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -129651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129652.523438 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -129652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129652.523438 Penalty: 3588.866943
	Iteration 13F: 3 clusters Score -129652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -290282.500000 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -290282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -287127.375000 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -287127.4 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287746.000000 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -287746 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -287865.687500 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -287865.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -287927.906250 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -287927.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -287972.875000 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -287972.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -288003.500000 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -288003.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288025.718750 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -288025.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288042.500000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -288042.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288054.687500 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -288054.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288068.468750 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -288068.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288077.468750 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -288077.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288090.343750 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -288090.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288101.593750 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -288101.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288112.906250 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -288112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288122.437500 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -288122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288131.750000 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -288131.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288141.218750 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -288141.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288148.593750 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -288148.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288158.281250 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -288158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288165.500000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -288165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288169.718750 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -288169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288173.125000 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -288173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288176.656250 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -288176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288179.531250 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -288179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288180.812500 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -288180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288181.218750 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -288181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288181.218750 Penalty: 3947.974121
	Iteration 26F: 3 clusters Score -288181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Entering Unmasked Estep 
Score: -997727.375000 Penalty: 2279.179443
	Iteration 0F: 2 clusters Score -997727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -990167.875000 Penalty: 4558.358887
	Iteration 0F: 3 clusters Score -990167.9 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -992381.625000 Penalty: 4558.358887
	Iteration 1F: 3 clusters Score -992381.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -992671.562500 Penalty: 4558.358887
	Iteration 2F: 3 clusters Score -992671.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -992889.312500 Penalty: 4558.358887
	Iteration 3F: 3 clusters Score -992889.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -993078.812500 Penalty: 4558.358887
	Iteration 4Q: 3 clusters Score -993078.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -993262.000000 Penalty: 4558.358887
	Iteration 5Q: 3 clusters Score -993262 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -993472.375000 Penalty: 4558.358887
	Iteration 6Q: 3 clusters Score -993472.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -993732.937500 Penalty: 4558.358887
	Iteration 7Q: 3 clusters Score -993732.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -994096.000000 Penalty: 4558.358887
	Iteration 8F: 3 clusters Score -994096 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -994457.812500 Penalty: 4558.358887
	Iteration 9Q: 3 clusters Score -994457.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -994776.437500 Penalty: 4558.358887
	Iteration 10Q: 3 clusters Score -994776.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -995023.250000 Penalty: 4558.358887
	Iteration 11Q: 3 clusters Score -995023.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -995216.250000 Penalty: 4558.358887
	Iteration 12Q: 3 clusters Score -995216.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -995380.750000 Penalty: 4558.358887
	Iteration 13Q: 3 clusters Score -995380.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -995503.625000 Penalty: 4558.358887
	Iteration 14Q: 3 clusters Score -995503.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -995590.250000 Penalty: 4558.358887
	Iteration 15Q: 3 clusters Score -995590.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -995647.375000 Penalty: 4558.358887
	Iteration 16Q: 3 clusters Score -995647.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -995699.250000 Penalty: 4558.358887
	Iteration 17Q: 3 clusters Score -995699.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -995728.875000 Penalty: 4558.358887
	Iteration 18Q: 3 clusters Score -995728.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -995750.062500 Penalty: 4558.358887
	Iteration 19Q: 3 clusters Score -995750.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -995768.625000 Penalty: 4558.358887
	Iteration 20F: 3 clusters Score -995768.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -995779.437500 Penalty: 4558.358887
	Iteration 21Q: 3 clusters Score -995779.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -995788.687500 Penalty: 4558.358887
	Iteration 22Q: 3 clusters Score -995788.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -995800.500000 Penalty: 4558.358887
	Iteration 23Q: 3 clusters Score -995800.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -995811.375000 Penalty: 4558.358887
	Iteration 24Q: 3 clusters Score -995811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -995812.937500 Penalty: 4558.358887
	Iteration 25Q: 3 clusters Score -995812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -995817.000000 Penalty: 4558.358887
	Iteration 26Q: 3 clusters Score -995817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -995823.875000 Penalty: 4558.358887
	Iteration 27Q: 3 clusters Score -995823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -995825.937500 Penalty: 4558.358887
	Iteration 28Q: 3 clusters Score -995825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -995826.812500 Penalty: 4558.358887
	Iteration 29Q: 3 clusters Score -995826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -995827.625000 Penalty: 4558.358887
	Iteration 30Q: 3 clusters Score -995827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -995827.312500 Penalty: 4558.358887
	Iteration 31Q: 3 clusters Score -995827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -995830.187500 Penalty: 4558.358887
	Iteration 32Q: 3 clusters Score -995830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -995834.250000 Penalty: 4558.358887
	Iteration 33Q: 3 clusters Score -995834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -995834.000000 Penalty: 4558.358887
	Iteration 34Q: 3 clusters Score -995834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -995836.187500 Penalty: 4558.358887
	Iteration 35Q: 3 clusters Score -995836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -995840.937500 Penalty: 4558.358887
	Iteration 36Q: 3 clusters Score -995840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -995842.812500 Penalty: 4558.358887
	Iteration 37Q: 3 clusters Score -995842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -995846.937500 Penalty: 4558.358887
	Iteration 38Q: 3 clusters Score -995846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -995850.687500 Penalty: 4558.358887
	Iteration 39Q: 3 clusters Score -995850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -995854.375000 Penalty: 4558.358887
	Iteration 40F: 3 clusters Score -995854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -995857.250000 Penalty: 4558.358887
	Iteration 41Q: 3 clusters Score -995857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -995856.687500 Penalty: 4558.358887
	Iteration 42Q: 3 clusters Score -995856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -995856.562500 Penalty: 4558.358887
	Iteration 43Q: 3 clusters Score -995856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -995856.562500 Penalty: 4558.358887
	Iteration 44F: 3 clusters Score -995856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -166785.359375 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -166785.4 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 968 members 
Entering Unmasked Estep 
Score: -164261.984375 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -164262 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -164746.781250 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -164746.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -164880.281250 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -164880.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164963.250000 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -164963.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165015.781250 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -165015.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -165043.562500 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -165043.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165067.859375 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -165067.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -165090.843750 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -165090.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165111.000000 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -165111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165143.750000 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -165143.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165179.609375 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -165179.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -165224.421875 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -165224.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -165269.359375 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -165269.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -165304.125000 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -165304.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -165331.359375 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -165331.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -165349.421875 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -165349.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165363.593750 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -165363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -165374.640625 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -165374.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165388.437500 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -165388.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -165403.250000 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -165403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165414.921875 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -165414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -165424.500000 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -165424.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -165433.093750 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -165433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -165440.484375 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -165440.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -165447.421875 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -165447.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -165455.859375 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -165455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165471.515625 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -165471.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165484.218750 Penalty: 3730.304932
	Iteration 27Q: 3 clusters Score -165484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165491.750000 Penalty: 3730.304932
	Iteration 28Q: 3 clusters Score -165491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -165497.609375 Penalty: 3730.304932
	Iteration 29Q: 3 clusters Score -165497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -165505.578125 Penalty: 3730.304932
	Iteration 30Q: 3 clusters Score -165505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -165511.734375 Penalty: 3730.304932
	Iteration 31Q: 3 clusters Score -165511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -165520.531250 Penalty: 3730.304932
	Iteration 32Q: 3 clusters Score -165520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -165529.093750 Penalty: 3730.304932
	Iteration 33Q: 3 clusters Score -165529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -165538.500000 Penalty: 3730.304932
	Iteration 34Q: 3 clusters Score -165538.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -165546.406250 Penalty: 3730.304932
	Iteration 35Q: 3 clusters Score -165546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -165555.750000 Penalty: 3730.304932
	Iteration 36Q: 3 clusters Score -165555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -165563.046875 Penalty: 3730.304932
	Iteration 37Q: 3 clusters Score -165563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -165568.625000 Penalty: 3730.304932
	Iteration 38Q: 3 clusters Score -165568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -165572.843750 Penalty: 3730.304932
	Iteration 39Q: 3 clusters Score -165572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -165580.093750 Penalty: 3730.304932
	Iteration 40F: 3 clusters Score -165580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -165582.625000 Penalty: 3730.304932
	Iteration 41Q: 3 clusters Score -165582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -165583.515625 Penalty: 3730.304932
	Iteration 42Q: 3 clusters Score -165583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -165585.781250 Penalty: 3730.304932
	Iteration 43Q: 3 clusters Score -165585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -165589.968750 Penalty: 3730.304932
	Iteration 44Q: 3 clusters Score -165590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165597.171875 Penalty: 3730.304932
	Iteration 45Q: 3 clusters Score -165597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165613.921875 Penalty: 3730.304932
	Iteration 46Q: 3 clusters Score -165613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165627.500000 Penalty: 3730.304932
	Iteration 47Q: 3 clusters Score -165627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -165638.734375 Penalty: 3730.304932
	Iteration 48Q: 3 clusters Score -165638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165648.890625 Penalty: 3730.304932
	Iteration 49Q: 3 clusters Score -165648.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -165661.531250 Penalty: 3730.304932
	Iteration 50Q: 3 clusters Score -165661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -165672.265625 Penalty: 3730.304932
	Iteration 51Q: 3 clusters Score -165672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -165684.750000 Penalty: 3730.304932
	Iteration 52Q: 3 clusters Score -165684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -165698.031250 Penalty: 3730.304932
	Iteration 53Q: 3 clusters Score -165698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -165708.640625 Penalty: 3730.304932
	Iteration 54Q: 3 clusters Score -165708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -165720.062500 Penalty: 3730.304932
	Iteration 55Q: 3 clusters Score -165720.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -165736.484375 Penalty: 3730.304932
	Iteration 56Q: 3 clusters Score -165736.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -165758.796875 Penalty: 3730.304932
	Iteration 57Q: 3 clusters Score -165758.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -165779.656250 Penalty: 3730.304932
	Iteration 58Q: 3 clusters Score -165779.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -165794.953125 Penalty: 3730.304932
	Iteration 59Q: 3 clusters Score -165795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -165810.906250 Penalty: 3730.304932
	Iteration 60F: 3 clusters Score -165810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -165815.265625 Penalty: 3730.304932
	Iteration 61Q: 3 clusters Score -165815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165815.843750 Penalty: 3730.304932
	Iteration 62Q: 3 clusters Score -165815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165815.843750 Penalty: 3730.304932
	Iteration 63F: 3 clusters Score -165815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -565653.562500 Penalty: 2166.290527
	Iteration 0F: 2 clusters Score -565653.6 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 3059 members 
Entering Unmasked Estep 
Score: -560407.375000 Penalty: 4332.581055
	Iteration 0F: 3 clusters Score -560407.4 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -561835.812500 Penalty: 4332.581055
	Iteration 1F: 3 clusters Score -561835.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -562107.937500 Penalty: 4332.581055
	Iteration 2F: 3 clusters Score -562107.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -562320.625000 Penalty: 4332.581055
	Iteration 3F: 3 clusters Score -562320.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -562483.500000 Penalty: 4332.581055
	Iteration 4Q: 3 clusters Score -562483.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -562660.500000 Penalty: 4332.581055
	Iteration 5Q: 3 clusters Score -562660.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -562894.625000 Penalty: 4332.581055
	Iteration 6Q: 3 clusters Score -562894.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -563140.062500 Penalty: 4332.581055
	Iteration 7Q: 3 clusters Score -563140.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -563363.812500 Penalty: 4332.581055
	Iteration 8Q: 3 clusters Score -563363.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -563521.000000 Penalty: 4332.581055
	Iteration 9Q: 3 clusters Score -563521 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -563650.875000 Penalty: 4332.581055
	Iteration 10Q: 3 clusters Score -563650.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -563744.437500 Penalty: 4332.581055
	Iteration 11Q: 3 clusters Score -563744.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -563822.250000 Penalty: 4332.581055
	Iteration 12Q: 3 clusters Score -563822.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -563891.500000 Penalty: 4332.581055
	Iteration 13Q: 3 clusters Score -563891.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -563944.187500 Penalty: 4332.581055
	Iteration 14Q: 3 clusters Score -563944.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -563982.187500 Penalty: 4332.581055
	Iteration 15Q: 3 clusters Score -563982.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -564016.750000 Penalty: 4332.581055
	Iteration 16Q: 3 clusters Score -564016.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -564048.875000 Penalty: 4332.581055
	Iteration 17Q: 3 clusters Score -564048.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -564076.750000 Penalty: 4332.581055
	Iteration 18Q: 3 clusters Score -564076.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -564092.687500 Penalty: 4332.581055
	Iteration 19Q: 3 clusters Score -564092.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -564105.500000 Penalty: 4332.581055
	Iteration 20F: 3 clusters Score -564105.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -564118.687500 Penalty: 4332.581055
	Iteration 21Q: 3 clusters Score -564118.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -564131.437500 Penalty: 4332.581055
	Iteration 22Q: 3 clusters Score -564131.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -564142.937500 Penalty: 4332.581055
	Iteration 23Q: 3 clusters Score -564142.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -564149.937500 Penalty: 4332.581055
	Iteration 24Q: 3 clusters Score -564149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -564154.375000 Penalty: 4332.581055
	Iteration 25Q: 3 clusters Score -564154.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -564156.500000 Penalty: 4332.581055
	Iteration 26Q: 3 clusters Score -564156.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -564161.437500 Penalty: 4332.581055
	Iteration 27Q: 3 clusters Score -564161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -564161.875000 Penalty: 4332.581055
	Iteration 28Q: 3 clusters Score -564161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -564163.375000 Penalty: 4332.581055
	Iteration 29Q: 3 clusters Score -564163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -564163.437500 Penalty: 4332.581055
	Iteration 30Q: 3 clusters Score -564163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -564163.437500 Penalty: 4332.581055
	Iteration 31F: 3 clusters Score -564163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -351729.656250 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -351729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348119.500000 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -348119.5 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -348863.812500 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -348863.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -349028.937500 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -349028.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -349146.343750 Penalty: 4044.632080
	Iteration 3Q: 3 clusters Score -349146.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -349223.312500 Penalty: 4044.632080
	Iteration 4Q: 3 clusters Score -349223.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349293.125000 Penalty: 4044.632080
	Iteration 5Q: 3 clusters Score -349293.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -349344.562500 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -349344.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -349385.656250 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -349385.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349426.281250 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -349426.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -349466.531250 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -349466.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -349494.875000 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -349494.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -349523.468750 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -349523.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -349551.093750 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -349551.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -349576.875000 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -349576.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349601.343750 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -349601.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -349617.718750 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -349617.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -349630.468750 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -349630.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -349636.593750 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -349636.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -349643.750000 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -349643.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -349653.031250 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -349653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -349658.031250 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -349658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -349665.000000 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -349665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -349670.156250 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -349670.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349678.500000 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -349678.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -349686.375000 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -349686.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -349695.875000 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -349695.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -349701.343750 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -349701.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -349706.812500 Penalty: 4044.632080
	Iteration 27Q: 3 clusters Score -349706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -349715.593750 Penalty: 4044.632080
	Iteration 28Q: 3 clusters Score -349715.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349722.843750 Penalty: 4044.632080
	Iteration 29Q: 3 clusters Score -349722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -349729.312500 Penalty: 4044.632080
	Iteration 30Q: 3 clusters Score -349729.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349735.000000 Penalty: 4044.632080
	Iteration 31Q: 3 clusters Score -349735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -349740.843750 Penalty: 4044.632080
	Iteration 32Q: 3 clusters Score -349740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -349744.406250 Penalty: 4044.632080
	Iteration 33Q: 3 clusters Score -349744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -349748.687500 Penalty: 4044.632080
	Iteration 34Q: 3 clusters Score -349748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -349751.656250 Penalty: 4044.632080
	Iteration 35Q: 3 clusters Score -349751.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -349755.531250 Penalty: 4044.632080
	Iteration 36Q: 3 clusters Score -349755.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -349760.968750 Penalty: 4044.632080
	Iteration 37Q: 3 clusters Score -349761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -349767.812500 Penalty: 4044.632080
	Iteration 38Q: 3 clusters Score -349767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -349771.375000 Penalty: 4044.632080
	Iteration 39Q: 3 clusters Score -349771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -349776.375000 Penalty: 4044.632080
	Iteration 40F: 3 clusters Score -349776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -349782.218750 Penalty: 4044.632080
	Iteration 41Q: 3 clusters Score -349782.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -349787.843750 Penalty: 4044.632080
	Iteration 42Q: 3 clusters Score -349787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -349790.968750 Penalty: 4044.632080
	Iteration 43Q: 3 clusters Score -349791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -349791.937500 Penalty: 4044.632080
	Iteration 44Q: 3 clusters Score -349791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -349792.843750 Penalty: 4044.632080
	Iteration 45Q: 3 clusters Score -349792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -349794.687500 Penalty: 4044.632080
	Iteration 46Q: 3 clusters Score -349794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -349794.656250 Penalty: 4044.632080
	Iteration 47Q: 3 clusters Score -349794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -349795.250000 Penalty: 4044.632080
	Iteration 48Q: 3 clusters Score -349795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -349796.375000 Penalty: 4044.632080
	Iteration 49Q: 3 clusters Score -349796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -349796.906250 Penalty: 4044.632080
	Iteration 50Q: 3 clusters Score -349796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -349797.781250 Penalty: 4044.632080
	Iteration 51Q: 3 clusters Score -349797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -349797.375000 Penalty: 4044.632080
	Iteration 52Q: 3 clusters Score -349797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -349800.593750 Penalty: 4044.632080
	Iteration 53Q: 3 clusters Score -349800.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -349804.750000 Penalty: 4044.632080
	Iteration 54Q: 3 clusters Score -349804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -349808.562500 Penalty: 4044.632080
	Iteration 55Q: 3 clusters Score -349808.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -349811.875000 Penalty: 4044.632080
	Iteration 56Q: 3 clusters Score -349811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -349815.000000 Penalty: 4044.632080
	Iteration 57Q: 3 clusters Score -349815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -349816.718750 Penalty: 4044.632080
	Iteration 58Q: 3 clusters Score -349816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -349818.968750 Penalty: 4044.632080
	Iteration 59Q: 3 clusters Score -349819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -349821.718750 Penalty: 4044.632080
	Iteration 60F: 3 clusters Score -349821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -349825.906250 Penalty: 4044.632080
	Iteration 61Q: 3 clusters Score -349825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -349828.625000 Penalty: 4044.632080
	Iteration 62Q: 3 clusters Score -349828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -349831.031250 Penalty: 4044.632080
	Iteration 63Q: 3 clusters Score -349831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -349831.500000 Penalty: 4044.632080
	Iteration 64Q: 3 clusters Score -349831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -349833.687500 Penalty: 4044.632080
	Iteration 65Q: 3 clusters Score -349833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -349834.312500 Penalty: 4044.632080
	Iteration 66Q: 3 clusters Score -349834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -349835.531250 Penalty: 4044.632080
	Iteration 67Q: 3 clusters Score -349835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -349835.312500 Penalty: 4044.632080
	Iteration 68Q: 3 clusters Score -349835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -349835.906250 Penalty: 4044.632080
	Iteration 69Q: 3 clusters Score -349835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -349836.843750 Penalty: 4044.632080
	Iteration 70Q: 3 clusters Score -349836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -349837.312500 Penalty: 4044.632080
	Iteration 71Q: 3 clusters Score -349837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -349839.125000 Penalty: 4044.632080
	Iteration 72Q: 3 clusters Score -349839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -349838.687500 Penalty: 4044.632080
	Iteration 73Q: 3 clusters Score -349838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -349838.875000 Penalty: 4044.632080
	Iteration 74Q: 3 clusters Score -349838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -349838.875000 Penalty: 4044.632080
	Iteration 75F: 3 clusters Score -349838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -712660.250000 Penalty: 2221.270996
	Iteration 0F: 2 clusters Score -712660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -706441.125000 Penalty: 4442.541992
	Iteration 0F: 3 clusters Score -706441.1 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -708132.625000 Penalty: 4442.541992
	Iteration 1F: 3 clusters Score -708132.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -708472.937500 Penalty: 4442.541992
	Iteration 2F: 3 clusters Score -708472.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -708810.812500 Penalty: 4442.541992
	Iteration 3F: 3 clusters Score -708810.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -709165.812500 Penalty: 4442.541992
	Iteration 4F: 3 clusters Score -709165.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -709523.312500 Penalty: 4442.541992
	Iteration 5F: 3 clusters Score -709523.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -709820.812500 Penalty: 4442.541992
	Iteration 6Q: 3 clusters Score -709820.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -710098.000000 Penalty: 4442.541992
	Iteration 7Q: 3 clusters Score -710098 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -710329.250000 Penalty: 4442.541992
	Iteration 8Q: 3 clusters Score -710329.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -710480.375000 Penalty: 4442.541992
	Iteration 9Q: 3 clusters Score -710480.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -710592.000000 Penalty: 4442.541992
	Iteration 10Q: 3 clusters Score -710592 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -710675.625000 Penalty: 4442.541992
	Iteration 11Q: 3 clusters Score -710675.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -710756.812500 Penalty: 4442.541992
	Iteration 12Q: 3 clusters Score -710756.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -710826.312500 Penalty: 4442.541992
	Iteration 13Q: 3 clusters Score -710826.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -710895.812500 Penalty: 4442.541992
	Iteration 14Q: 3 clusters Score -710895.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -710968.812500 Penalty: 4442.541992
	Iteration 15Q: 3 clusters Score -710968.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -711034.812500 Penalty: 4442.541992
	Iteration 16Q: 3 clusters Score -711034.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -711094.312500 Penalty: 4442.541992
	Iteration 17Q: 3 clusters Score -711094.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -711134.000000 Penalty: 4442.541992
	Iteration 18Q: 3 clusters Score -711134 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -711174.750000 Penalty: 4442.541992
	Iteration 19Q: 3 clusters Score -711174.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -711209.437500 Penalty: 4442.541992
	Iteration 20F: 3 clusters Score -711209.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -711245.375000 Penalty: 4442.541992
	Iteration 21Q: 3 clusters Score -711245.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -711267.500000 Penalty: 4442.541992
	Iteration 22Q: 3 clusters Score -711267.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -711282.625000 Penalty: 4442.541992
	Iteration 23Q: 3 clusters Score -711282.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -711299.000000 Penalty: 4442.541992
	Iteration 24Q: 3 clusters Score -711299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -711310.687500 Penalty: 4442.541992
	Iteration 25Q: 3 clusters Score -711310.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -711324.875000 Penalty: 4442.541992
	Iteration 26Q: 3 clusters Score -711324.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -711336.000000 Penalty: 4442.541992
	Iteration 27Q: 3 clusters Score -711336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -711343.500000 Penalty: 4442.541992
	Iteration 28Q: 3 clusters Score -711343.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -711349.875000 Penalty: 4442.541992
	Iteration 29Q: 3 clusters Score -711349.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -711353.812500 Penalty: 4442.541992
	Iteration 30Q: 3 clusters Score -711353.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -711358.125000 Penalty: 4442.541992
	Iteration 31Q: 3 clusters Score -711358.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -711362.500000 Penalty: 4442.541992
	Iteration 32Q: 3 clusters Score -711362.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -711366.437500 Penalty: 4442.541992
	Iteration 33Q: 3 clusters Score -711366.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -711369.125000 Penalty: 4442.541992
	Iteration 34Q: 3 clusters Score -711369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -711373.375000 Penalty: 4442.541992
	Iteration 35Q: 3 clusters Score -711373.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -711376.562500 Penalty: 4442.541992
	Iteration 36Q: 3 clusters Score -711376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -711378.187500 Penalty: 4442.541992
	Iteration 37Q: 3 clusters Score -711378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -711378.125000 Penalty: 4442.541992
	Iteration 38Q: 3 clusters Score -711378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -711380.312500 Penalty: 4442.541992
	Iteration 39Q: 3 clusters Score -711380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -711382.312500 Penalty: 4442.541992
	Iteration 40F: 3 clusters Score -711382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -711381.625000 Penalty: 4442.541992
	Iteration 41Q: 3 clusters Score -711381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -711383.000000 Penalty: 4442.541992
	Iteration 42Q: 3 clusters Score -711383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -711383.875000 Penalty: 4442.541992
	Iteration 43Q: 3 clusters Score -711383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -711383.687500 Penalty: 4442.541992
	Iteration 44Q: 3 clusters Score -711383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -711384.625000 Penalty: 4442.541992
	Iteration 45Q: 3 clusters Score -711384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -711384.625000 Penalty: 4442.541992
	Iteration 46F: 3 clusters Score -711384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Entering Unmasked Estep 
Score: -9393402.000000 Penalty: 2847.134766
	Iteration 0F: 2 clusters Score -9393402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -9328605.000000 Penalty: 5694.269531
	Iteration 0F: 3 clusters Score -9328605 nChanged 45768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9354732 nChanged 3631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9355782 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9357093 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -9358870.000000 Penalty: 5694.269531
	Iteration 4Q: 3 clusters Score -9358870 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9361145.000000 Penalty: 5694.269531
	Iteration 5Q: 3 clusters Score -9361145 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -9364054.000000 Penalty: 5694.269531
	Iteration 6F: 3 clusters Score -9364054 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -9367651.000000 Penalty: 5694.269531
	Iteration 7F: 3 clusters Score -9367651 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -9371931.000000 Penalty: 5694.269531
	Iteration 8F: 3 clusters Score -9371931 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -9376409.000000 Penalty: 5694.269531
	Iteration 9F: 3 clusters Score -9376409 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -9380393.000000 Penalty: 5694.269531
	Iteration 10F: 3 clusters Score -9380393 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -9383726.000000 Penalty: 5694.269531
	Iteration 11Q: 3 clusters Score -9383726 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -9385961.000000 Penalty: 5694.269531
	Iteration 12Q: 3 clusters Score -9385961 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -9387390.000000 Penalty: 5694.269531
	Iteration 13Q: 3 clusters Score -9387390 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -9388366.000000 Penalty: 5694.269531
	Iteration 14Q: 3 clusters Score -9388366 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -9388981.000000 Penalty: 5694.269531
	Iteration 15Q: 3 clusters Score -9388981 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -9389320.000000 Penalty: 5694.269531
	Iteration 16Q: 3 clusters Score -9389320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -9389568.000000 Penalty: 5694.269531
	Iteration 17Q: 3 clusters Score -9389568 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9389797.000000 Penalty: 5694.269531
	Iteration 18Q: 3 clusters Score -9389797 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -9390003.000000 Penalty: 5694.269531
	Iteration 19Q: 3 clusters Score -9390003 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -9390116.000000 Penalty: 5694.269531
	Iteration 20F: 3 clusters Score -9390116 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9390258.000000 Penalty: 5694.269531
	Iteration 21Q: 3 clusters Score -9390258 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -9390351.000000 Penalty: 5694.269531
	Iteration 22Q: 3 clusters Score -9390351 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -9390465.000000 Penalty: 5694.269531
	Iteration 23Q: 3 clusters Score -9390465 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -9390516.000000 Penalty: 5694.269531
	Iteration 24Q: 3 clusters Score -9390516 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9390556.000000 Penalty: 5694.269531
	Iteration 25Q: 3 clusters Score -9390556 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9390621.000000 Penalty: 5694.269531
	Iteration 26Q: 3 clusters Score -9390621 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -9390620.000000 Penalty: 5694.269531
	Iteration 27Q: 3 clusters Score -9390620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9390676.000000 Penalty: 5694.269531
	Iteration 28Q: 3 clusters Score -9390676 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -9390697.000000 Penalty: 5694.269531
	Iteration 29Q: 3 clusters Score -9390697 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9390747.000000 Penalty: 5694.269531
	Iteration 30Q: 3 clusters Score -9390747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9390804.000000 Penalty: 5694.269531
	Iteration 31Q: 3 clusters Score -9390804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9390828.000000 Penalty: 5694.269531
	Iteration 32Q: 3 clusters Score -9390828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94372 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9390856.000000 Penalty: 5694.269531
	Iteration 33Q: 3 clusters Score -9390856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9390843.000000 Penalty: 5694.269531
	Iteration 34Q: 3 clusters Score -9390843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9390848.000000 Penalty: 5694.269531
	Iteration 35Q: 3 clusters Score -9390848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9390848.000000 Penalty: 5694.269531
	Iteration 36Q: 3 clusters Score -9390848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9390891.000000 Penalty: 5694.269531
	Iteration 37Q: 3 clusters Score -9390891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9390917.000000 Penalty: 5694.269531
	Iteration 38Q: 3 clusters Score -9390917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9390915.000000 Penalty: 5694.269531
	Iteration 39Q: 3 clusters Score -9390915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94694 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9390921.000000 Penalty: 5694.269531
	Iteration 40F: 3 clusters Score -9390921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9390925.000000 Penalty: 5694.269531
	Iteration 41Q: 3 clusters Score -9390925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9390917.000000 Penalty: 5694.269531
	Iteration 42Q: 3 clusters Score -9390917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9390926.000000 Penalty: 5694.269531
	Iteration 43Q: 3 clusters Score -9390926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9390926.000000 Penalty: 5694.269531
	Iteration 44Q: 3 clusters Score -9390926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9390938.000000 Penalty: 5694.269531
	Iteration 45Q: 3 clusters Score -9390938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9390934.000000 Penalty: 5694.269531
	Iteration 46Q: 3 clusters Score -9390934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9390934.000000 Penalty: 5694.269531
	Iteration 47Q: 3 clusters Score -9390934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9390947.000000 Penalty: 5694.269531
	Iteration 48Q: 3 clusters Score -9390947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9390962.000000 Penalty: 5694.269531
	Iteration 49Q: 3 clusters Score -9390962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9390960.000000 Penalty: 5694.269531
	Iteration 50Q: 3 clusters Score -9390960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9390960.000000 Penalty: 5694.269531
	Iteration 51Q: 3 clusters Score -9390960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9390973.000000 Penalty: 5694.269531
	Iteration 52Q: 3 clusters Score -9390973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9390983.000000 Penalty: 5694.269531
	Iteration 53Q: 3 clusters Score -9390983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9390994.000000 Penalty: 5694.269531
	Iteration 54Q: 3 clusters Score -9390994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9390974.000000 Penalty: 5694.269531
	Iteration 55Q: 3 clusters Score -9390974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9390978.000000 Penalty: 5694.269531
	Iteration 56Q: 3 clusters Score -9390978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9390980.000000 Penalty: 5694.269531
	Iteration 57Q: 3 clusters Score -9390980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9390984.000000 Penalty: 5694.269531
	Iteration 58Q: 3 clusters Score -9390984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9390999.000000 Penalty: 5694.269531
	Iteration 59Q: 3 clusters Score -9390999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9390992.000000 Penalty: 5694.269531
	Iteration 60F: 3 clusters Score -9390992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9390998.000000 Penalty: 5694.269531
	Iteration 61Q: 3 clusters Score -9390998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9390991.000000 Penalty: 5694.269531
	Iteration 62Q: 3 clusters Score -9390991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9390994.000000 Penalty: 5694.269531
	Iteration 63Q: 3 clusters Score -9390994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9390997.000000 Penalty: 5694.269531
	Iteration 64Q: 3 clusters Score -9390997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9390999.000000 Penalty: 5694.269531
	Iteration 65Q: 3 clusters Score -9390999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9390996.000000 Penalty: 5694.269531
	Iteration 66Q: 3 clusters Score -9390996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9391001.000000 Penalty: 5694.269531
	Iteration 67Q: 3 clusters Score -9391001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9390991.000000 Penalty: 5694.269531
	Iteration 68Q: 3 clusters Score -9390991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9390993.000000 Penalty: 5694.269531
	Iteration 69Q: 3 clusters Score -9390993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9390996.000000 Penalty: 5694.269531
	Iteration 70Q: 3 clusters Score -9390996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9391001.000000 Penalty: 5694.269531
	Iteration 71Q: 3 clusters Score -9391001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9391000.000000 Penalty: 5694.269531
	Iteration 72Q: 3 clusters Score -9391000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9391000.000000 Penalty: 5694.269531
	Iteration 73F: 3 clusters Score -9391000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -507062.531250 Penalty: 2133.818115
	Iteration 0F: 2 clusters Score -507062.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -502343.250000 Penalty: 4267.636230
	Iteration 0F: 3 clusters Score -502343.2 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -503581.937500 Penalty: 4267.636230
	Iteration 1F: 3 clusters Score -503581.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -503909.468750 Penalty: 4267.636230
	Iteration 2F: 3 clusters Score -503909.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -504243.593750 Penalty: 4267.636230
	Iteration 3F: 3 clusters Score -504243.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -504617.625000 Penalty: 4267.636230
	Iteration 4F: 3 clusters Score -504617.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -504925.062500 Penalty: 4267.636230
	Iteration 5F: 3 clusters Score -504925.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -505156.937500 Penalty: 4267.636230
	Iteration 6F: 3 clusters Score -505156.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -505290.937500 Penalty: 4267.636230
	Iteration 7Q: 3 clusters Score -505290.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -505378.031250 Penalty: 4267.636230
	Iteration 8Q: 3 clusters Score -505378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -505451.687500 Penalty: 4267.636230
	Iteration 9Q: 3 clusters Score -505451.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -505505.687500 Penalty: 4267.636230
	Iteration 10Q: 3 clusters Score -505505.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -505541.937500 Penalty: 4267.636230
	Iteration 11Q: 3 clusters Score -505541.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -505564.875000 Penalty: 4267.636230
	Iteration 12Q: 3 clusters Score -505564.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -505578.812500 Penalty: 4267.636230
	Iteration 13Q: 3 clusters Score -505578.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -505588.562500 Penalty: 4267.636230
	Iteration 14Q: 3 clusters Score -505588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -505591.781250 Penalty: 4267.636230
	Iteration 15Q: 3 clusters Score -505591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -505595.843750 Penalty: 4267.636230
	Iteration 16Q: 3 clusters Score -505595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -505599.312500 Penalty: 4267.636230
	Iteration 17Q: 3 clusters Score -505599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -505601.750000 Penalty: 4267.636230
	Iteration 18Q: 3 clusters Score -505601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -505602.843750 Penalty: 4267.636230
	Iteration 19Q: 3 clusters Score -505602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -505604.281250 Penalty: 4267.636230
	Iteration 20F: 3 clusters Score -505604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -505604.750000 Penalty: 4267.636230
	Iteration 21Q: 3 clusters Score -505604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -505605.250000 Penalty: 4267.636230
	Iteration 22Q: 3 clusters Score -505605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -505605.750000 Penalty: 4267.636230
	Iteration 23Q: 3 clusters Score -505605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -505605.750000 Penalty: 4267.636230
	Iteration 24F: 3 clusters Score -505605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -636732.937500 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -636732.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -631371.750000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -631371.8 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -632750.750000 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -632750.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -632954.375000 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -632954.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -633085.625000 Penalty: 4344.094727
	Iteration 3Q: 3 clusters Score -633085.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -633161.812500 Penalty: 4344.094727
	Iteration 4Q: 3 clusters Score -633161.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -633212.562500 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -633212.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -633244.062500 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -633244.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -633266.500000 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -633266.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -633287.625000 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -633287.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -633303.312500 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -633303.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -633321.937500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -633321.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -633339.937500 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -633339.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -633360.437500 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -633360.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -633376.937500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -633376.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -633396.250000 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -633396.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -633425.250000 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -633425.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -633461.812500 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -633461.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -633515.875000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -633515.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -633578.687500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -633578.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -633650.687500 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -633650.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -633749.875000 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -633749.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -633849.750000 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -633849.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -633969.812500 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -633969.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -634087.250000 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -634087.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -634203.250000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -634203.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -634324.000000 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -634324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -634437.187500 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -634437.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -634527.500000 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -634527.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -634603.625000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -634603.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -634655.125000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -634655.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -634701.062500 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -634701.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -634728.500000 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -634728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -634752.250000 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -634752.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -634773.500000 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -634773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -634786.750000 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -634786.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -634799.562500 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -634799.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -634810.625000 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -634810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -634818.062500 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -634818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -634824.812500 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -634824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -634833.125000 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -634833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -634841.812500 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -634841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -634845.250000 Penalty: 4344.094727
	Iteration 41Q: 3 clusters Score -634845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -634846.687500 Penalty: 4344.094727
	Iteration 42Q: 3 clusters Score -634846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -634846.875000 Penalty: 4344.094727
	Iteration 43Q: 3 clusters Score -634846.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -634850.187500 Penalty: 4344.094727
	Iteration 44Q: 3 clusters Score -634850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -634852.500000 Penalty: 4344.094727
	Iteration 45Q: 3 clusters Score -634852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -634854.312500 Penalty: 4344.094727
	Iteration 46Q: 3 clusters Score -634854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -634855.750000 Penalty: 4344.094727
	Iteration 47Q: 3 clusters Score -634855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -634857.375000 Penalty: 4344.094727
	Iteration 48Q: 3 clusters Score -634857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -634860.687500 Penalty: 4344.094727
	Iteration 49Q: 3 clusters Score -634860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -634862.437500 Penalty: 4344.094727
	Iteration 50Q: 3 clusters Score -634862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -634864.125000 Penalty: 4344.094727
	Iteration 51Q: 3 clusters Score -634864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -634864.750000 Penalty: 4344.094727
	Iteration 52Q: 3 clusters Score -634864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -634864.750000 Penalty: 4344.094727
	Iteration 53F: 3 clusters Score -634864.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Entering Unmasked Estep 
Score: -2539561.000000 Penalty: 2508.520996
	Iteration 0F: 2 clusters Score -2539561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2522498.250000 Penalty: 5017.041992
	Iteration 0F: 3 clusters Score -2522498 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2528233.000000 Penalty: 5017.041992
	Iteration 1F: 3 clusters Score -2528233 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2528711.250000 Penalty: 5017.041992
	Iteration 2F: 3 clusters Score -2528711 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2529192.500000 Penalty: 5017.041992
	Iteration 3Q: 3 clusters Score -2529192 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2529680.250000 Penalty: 5017.041992
	Iteration 4Q: 3 clusters Score -2529680 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2530247.250000 Penalty: 5017.041992
	Iteration 5Q: 3 clusters Score -2530247 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2530887.250000 Penalty: 5017.041992
	Iteration 6F: 3 clusters Score -2530887 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2531549.000000 Penalty: 5017.041992
	Iteration 7F: 3 clusters Score -2531549 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2532226.000000 Penalty: 5017.041992
	Iteration 8F: 3 clusters Score -2532226 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2532859.000000 Penalty: 5017.041992
	Iteration 9F: 3 clusters Score -2532859 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2533392.000000 Penalty: 5017.041992
	Iteration 10Q: 3 clusters Score -2533392 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2533802.000000 Penalty: 5017.041992
	Iteration 11Q: 3 clusters Score -2533802 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2534059.250000 Penalty: 5017.041992
	Iteration 12Q: 3 clusters Score -2534059 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2534267.750000 Penalty: 5017.041992
	Iteration 13Q: 3 clusters Score -2534268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2534445.000000 Penalty: 5017.041992
	Iteration 14Q: 3 clusters Score -2534445 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2534596.000000 Penalty: 5017.041992
	Iteration 15Q: 3 clusters Score -2534596 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2534750.750000 Penalty: 5017.041992
	Iteration 16Q: 3 clusters Score -2534751 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2534898.000000 Penalty: 5017.041992
	Iteration 17Q: 3 clusters Score -2534898 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2535055.500000 Penalty: 5017.041992
	Iteration 18Q: 3 clusters Score -2535056 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2535224.750000 Penalty: 5017.041992
	Iteration 19Q: 3 clusters Score -2535225 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2535396.000000 Penalty: 5017.041992
	Iteration 20F: 3 clusters Score -2535396 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2535567.250000 Penalty: 5017.041992
	Iteration 21Q: 3 clusters Score -2535567 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2535740.000000 Penalty: 5017.041992
	Iteration 22Q: 3 clusters Score -2535740 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2535927.500000 Penalty: 5017.041992
	Iteration 23Q: 3 clusters Score -2535928 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2536101.500000 Penalty: 5017.041992
	Iteration 24Q: 3 clusters Score -2536102 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2536289.500000 Penalty: 5017.041992
	Iteration 25Q: 3 clusters Score -2536290 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2536480.750000 Penalty: 5017.041992
	Iteration 26Q: 3 clusters Score -2536481 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2536650.000000 Penalty: 5017.041992
	Iteration 27Q: 3 clusters Score -2536650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2536786.750000 Penalty: 5017.041992
	Iteration 28Q: 3 clusters Score -2536787 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2536906.250000 Penalty: 5017.041992
	Iteration 29Q: 3 clusters Score -2536906 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2537002.750000 Penalty: 5017.041992
	Iteration 30Q: 3 clusters Score -2537003 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2537100.500000 Penalty: 5017.041992
	Iteration 31Q: 3 clusters Score -2537100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2537169.750000 Penalty: 5017.041992
	Iteration 32Q: 3 clusters Score -2537170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2537232.500000 Penalty: 5017.041992
	Iteration 33Q: 3 clusters Score -2537232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2537270.500000 Penalty: 5017.041992
	Iteration 34Q: 3 clusters Score -2537270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2537298.000000 Penalty: 5017.041992
	Iteration 35Q: 3 clusters Score -2537298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2537311.500000 Penalty: 5017.041992
	Iteration 36Q: 3 clusters Score -2537312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2537323.000000 Penalty: 5017.041992
	Iteration 37Q: 3 clusters Score -2537323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2537332.750000 Penalty: 5017.041992
	Iteration 38Q: 3 clusters Score -2537333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2537339.500000 Penalty: 5017.041992
	Iteration 39Q: 3 clusters Score -2537340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2537348.500000 Penalty: 5017.041992
	Iteration 40F: 3 clusters Score -2537348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2537362.750000 Penalty: 5017.041992
	Iteration 41Q: 3 clusters Score -2537363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2537372.000000 Penalty: 5017.041992
	Iteration 42Q: 3 clusters Score -2537372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2537374.000000 Penalty: 5017.041992
	Iteration 43Q: 3 clusters Score -2537374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2537382.250000 Penalty: 5017.041992
	Iteration 44Q: 3 clusters Score -2537382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2537385.250000 Penalty: 5017.041992
	Iteration 45Q: 3 clusters Score -2537385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2537388.750000 Penalty: 5017.041992
	Iteration 46Q: 3 clusters Score -2537389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2537396.750000 Penalty: 5017.041992
	Iteration 47Q: 3 clusters Score -2537397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2537403.250000 Penalty: 5017.041992
	Iteration 48Q: 3 clusters Score -2537403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2537401.500000 Penalty: 5017.041992
	Iteration 49Q: 3 clusters Score -2537402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2537410.000000 Penalty: 5017.041992
	Iteration 50Q: 3 clusters Score -2537410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2537415.250000 Penalty: 5017.041992
	Iteration 51Q: 3 clusters Score -2537415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2537413.750000 Penalty: 5017.041992
	Iteration 52Q: 3 clusters Score -2537414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2537414.000000 Penalty: 5017.041992
	Iteration 53Q: 3 clusters Score -2537414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2537419.250000 Penalty: 5017.041992
	Iteration 54Q: 3 clusters Score -2537419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2537419.750000 Penalty: 5017.041992
	Iteration 55Q: 3 clusters Score -2537420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2537421.250000 Penalty: 5017.041992
	Iteration 56Q: 3 clusters Score -2537421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2537421.750000 Penalty: 5017.041992
	Iteration 57Q: 3 clusters Score -2537422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2537420.750000 Penalty: 5017.041992
	Iteration 58Q: 3 clusters Score -2537421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2537420.750000 Penalty: 5017.041992
	Iteration 59F: 3 clusters Score -2537421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -423404.718750 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -423404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -419138.437500 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -419138.4 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -420234.906250 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -420234.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -420538.656250 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -420538.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -420730.062500 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -420730.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -420943.468750 Penalty: 4188.746094
	Iteration 4Q: 3 clusters Score -420943.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -421200.218750 Penalty: 4188.746094
	Iteration 5Q: 3 clusters Score -421200.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -421362.187500 Penalty: 4188.746094
	Iteration 6Q: 3 clusters Score -421362.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -421496.812500 Penalty: 4188.746094
	Iteration 7Q: 3 clusters Score -421496.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -421605.937500 Penalty: 4188.746094
	Iteration 8Q: 3 clusters Score -421605.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -421697.781250 Penalty: 4188.746094
	Iteration 9Q: 3 clusters Score -421697.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -421766.968750 Penalty: 4188.746094
	Iteration 10Q: 3 clusters Score -421767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -421822.218750 Penalty: 4188.746094
	Iteration 11Q: 3 clusters Score -421822.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -421870.437500 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -421870.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -421915.812500 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -421915.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -421954.093750 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -421954.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -421992.031250 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -421992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -422030.875000 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -422030.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -422064.562500 Penalty: 4188.746094
	Iteration 17Q: 3 clusters Score -422064.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -422092.343750 Penalty: 4188.746094
	Iteration 18Q: 3 clusters Score -422092.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -422108.031250 Penalty: 4188.746094
	Iteration 19Q: 3 clusters Score -422108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -422121.687500 Penalty: 4188.746094
	Iteration 20F: 3 clusters Score -422121.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -422137.781250 Penalty: 4188.746094
	Iteration 21Q: 3 clusters Score -422137.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -422149.781250 Penalty: 4188.746094
	Iteration 22Q: 3 clusters Score -422149.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -422160.812500 Penalty: 4188.746094
	Iteration 23Q: 3 clusters Score -422160.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -422169.187500 Penalty: 4188.746094
	Iteration 24Q: 3 clusters Score -422169.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -422174.031250 Penalty: 4188.746094
	Iteration 25Q: 3 clusters Score -422174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -422179.406250 Penalty: 4188.746094
	Iteration 26Q: 3 clusters Score -422179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -422182.906250 Penalty: 4188.746094
	Iteration 27Q: 3 clusters Score -422182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -422186.437500 Penalty: 4188.746094
	Iteration 28Q: 3 clusters Score -422186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -422187.812500 Penalty: 4188.746094
	Iteration 29Q: 3 clusters Score -422187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -422188.906250 Penalty: 4188.746094
	Iteration 30Q: 3 clusters Score -422188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -422192.812500 Penalty: 4188.746094
	Iteration 31Q: 3 clusters Score -422192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -422194.375000 Penalty: 4188.746094
	Iteration 32Q: 3 clusters Score -422194.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -422198.687500 Penalty: 4188.746094
	Iteration 33Q: 3 clusters Score -422198.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -422212.125000 Penalty: 4188.746094
	Iteration 34Q: 3 clusters Score -422212.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -422223.125000 Penalty: 4188.746094
	Iteration 35Q: 3 clusters Score -422223.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -422240.843750 Penalty: 4188.746094
	Iteration 36Q: 3 clusters Score -422240.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -422271.781250 Penalty: 4188.746094
	Iteration 37Q: 3 clusters Score -422271.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -422306.000000 Penalty: 4188.746094
	Iteration 38Q: 3 clusters Score -422306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -422337.750000 Penalty: 4188.746094
	Iteration 39Q: 3 clusters Score -422337.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -422355.968750 Penalty: 4188.746094
	Iteration 40F: 3 clusters Score -422356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -422376.750000 Penalty: 4188.746094
	Iteration 41Q: 3 clusters Score -422376.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -422402.406250 Penalty: 4188.746094
	Iteration 42Q: 3 clusters Score -422402.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -422429.250000 Penalty: 4188.746094
	Iteration 43Q: 3 clusters Score -422429.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -422450.000000 Penalty: 4188.746094
	Iteration 44Q: 3 clusters Score -422450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -422463.375000 Penalty: 4188.746094
	Iteration 45Q: 3 clusters Score -422463.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -422472.406250 Penalty: 4188.746094
	Iteration 46Q: 3 clusters Score -422472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -422481.312500 Penalty: 4188.746094
	Iteration 47Q: 3 clusters Score -422481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -422487.375000 Penalty: 4188.746094
	Iteration 48Q: 3 clusters Score -422487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -422497.500000 Penalty: 4188.746094
	Iteration 49Q: 3 clusters Score -422497.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -422509.562500 Penalty: 4188.746094
	Iteration 50Q: 3 clusters Score -422509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -422517.968750 Penalty: 4188.746094
	Iteration 51Q: 3 clusters Score -422518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -422528.812500 Penalty: 4188.746094
	Iteration 52Q: 3 clusters Score -422528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -422534.281250 Penalty: 4188.746094
	Iteration 53Q: 3 clusters Score -422534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -422536.312500 Penalty: 4188.746094
	Iteration 54Q: 3 clusters Score -422536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -422537.437500 Penalty: 4188.746094
	Iteration 55Q: 3 clusters Score -422537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -422540.250000 Penalty: 4188.746094
	Iteration 56Q: 3 clusters Score -422540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -422543.062500 Penalty: 4188.746094
	Iteration 57Q: 3 clusters Score -422543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -422544.562500 Penalty: 4188.746094
	Iteration 58Q: 3 clusters Score -422544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -422545.593750 Penalty: 4188.746094
	Iteration 59Q: 3 clusters Score -422545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -422547.250000 Penalty: 4188.746094
	Iteration 60F: 3 clusters Score -422547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -422548.218750 Penalty: 4188.746094
	Iteration 61Q: 3 clusters Score -422548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -422549.406250 Penalty: 4188.746094
	Iteration 62Q: 3 clusters Score -422549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -422549.406250 Penalty: 4188.746094
	Iteration 63F: 3 clusters Score -422549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -379597.562500 Penalty: 2062.321289
	Iteration 0F: 2 clusters Score -379597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -375685.250000 Penalty: 4124.642578
	Iteration 0F: 3 clusters Score -375685.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -376687.687500 Penalty: 4124.642578
	Iteration 1F: 3 clusters Score -376687.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -376996.781250 Penalty: 4124.642578
	Iteration 2F: 3 clusters Score -376996.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -377195.000000 Penalty: 4124.642578
	Iteration 3F: 3 clusters Score -377195 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -377324.375000 Penalty: 4124.642578
	Iteration 4Q: 3 clusters Score -377324.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -377449.843750 Penalty: 4124.642578
	Iteration 5Q: 3 clusters Score -377449.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -377581.625000 Penalty: 4124.642578
	Iteration 6Q: 3 clusters Score -377581.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -377675.468750 Penalty: 4124.642578
	Iteration 7Q: 3 clusters Score -377675.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -377784.625000 Penalty: 4124.642578
	Iteration 8Q: 3 clusters Score -377784.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -377926.125000 Penalty: 4124.642578
	Iteration 9Q: 3 clusters Score -377926.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378079.343750 Penalty: 4124.642578
	Iteration 10Q: 3 clusters Score -378079.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -378227.218750 Penalty: 4124.642578
	Iteration 11Q: 3 clusters Score -378227.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -378348.781250 Penalty: 4124.642578
	Iteration 12Q: 3 clusters Score -378348.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -378467.968750 Penalty: 4124.642578
	Iteration 13Q: 3 clusters Score -378468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -378574.906250 Penalty: 4124.642578
	Iteration 14Q: 3 clusters Score -378574.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -378645.218750 Penalty: 4124.642578
	Iteration 15Q: 3 clusters Score -378645.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -378678.531250 Penalty: 4124.642578
	Iteration 16Q: 3 clusters Score -378678.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -378706.750000 Penalty: 4124.642578
	Iteration 17Q: 3 clusters Score -378706.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -378728.093750 Penalty: 4124.642578
	Iteration 18Q: 3 clusters Score -378728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -378739.531250 Penalty: 4124.642578
	Iteration 19Q: 3 clusters Score -378739.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -378750.343750 Penalty: 4124.642578
	Iteration 20F: 3 clusters Score -378750.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -378757.437500 Penalty: 4124.642578
	Iteration 21Q: 3 clusters Score -378757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -378765.531250 Penalty: 4124.642578
	Iteration 22Q: 3 clusters Score -378765.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -378773.218750 Penalty: 4124.642578
	Iteration 23Q: 3 clusters Score -378773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -378778.000000 Penalty: 4124.642578
	Iteration 24Q: 3 clusters Score -378778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -378780.812500 Penalty: 4124.642578
	Iteration 25Q: 3 clusters Score -378780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -378783.843750 Penalty: 4124.642578
	Iteration 26Q: 3 clusters Score -378783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -378785.812500 Penalty: 4124.642578
	Iteration 27Q: 3 clusters Score -378785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -378785.812500 Penalty: 4124.642578
	Iteration 28F: 3 clusters Score -378785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -404279.000000 Penalty: 2076.870117
	Iteration 0F: 2 clusters Score -404279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -400113.812500 Penalty: 4153.740234
	Iteration 0F: 3 clusters Score -400113.8 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -401093.437500 Penalty: 4153.740234
	Iteration 1F: 3 clusters Score -401093.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -401320.062500 Penalty: 4153.740234
	Iteration 2F: 3 clusters Score -401320.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -401470.656250 Penalty: 4153.740234
	Iteration 3F: 3 clusters Score -401470.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -401618.906250 Penalty: 4153.740234
	Iteration 4Q: 3 clusters Score -401618.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -401747.968750 Penalty: 4153.740234
	Iteration 5Q: 3 clusters Score -401748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -401874.937500 Penalty: 4153.740234
	Iteration 6Q: 3 clusters Score -401874.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -402029.906250 Penalty: 4153.740234
	Iteration 7Q: 3 clusters Score -402029.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -402187.781250 Penalty: 4153.740234
	Iteration 8Q: 3 clusters Score -402187.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -402361.093750 Penalty: 4153.740234
	Iteration 9Q: 3 clusters Score -402361.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -402522.031250 Penalty: 4153.740234
	Iteration 10Q: 3 clusters Score -402522 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -402644.093750 Penalty: 4153.740234
	Iteration 11Q: 3 clusters Score -402644.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -402753.281250 Penalty: 4153.740234
	Iteration 12Q: 3 clusters Score -402753.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -402835.125000 Penalty: 4153.740234
	Iteration 13Q: 3 clusters Score -402835.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -402891.843750 Penalty: 4153.740234
	Iteration 14Q: 3 clusters Score -402891.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -402953.406250 Penalty: 4153.740234
	Iteration 15Q: 3 clusters Score -402953.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -403007.093750 Penalty: 4153.740234
	Iteration 16Q: 3 clusters Score -403007.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -403053.062500 Penalty: 4153.740234
	Iteration 17Q: 3 clusters Score -403053.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -403092.125000 Penalty: 4153.740234
	Iteration 18Q: 3 clusters Score -403092.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -403121.156250 Penalty: 4153.740234
	Iteration 19Q: 3 clusters Score -403121.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -403140.500000 Penalty: 4153.740234
	Iteration 20F: 3 clusters Score -403140.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -403161.125000 Penalty: 4153.740234
	Iteration 21Q: 3 clusters Score -403161.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -403167.250000 Penalty: 4153.740234
	Iteration 22Q: 3 clusters Score -403167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -403171.656250 Penalty: 4153.740234
	Iteration 23Q: 3 clusters Score -403171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -403177.906250 Penalty: 4153.740234
	Iteration 24Q: 3 clusters Score -403177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -403184.000000 Penalty: 4153.740234
	Iteration 25Q: 3 clusters Score -403184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -403187.875000 Penalty: 4153.740234
	Iteration 26Q: 3 clusters Score -403187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -403191.375000 Penalty: 4153.740234
	Iteration 27Q: 3 clusters Score -403191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -403192.625000 Penalty: 4153.740234
	Iteration 28Q: 3 clusters Score -403192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -403193.218750 Penalty: 4153.740234
	Iteration 29Q: 3 clusters Score -403193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -403193.468750 Penalty: 4153.740234
	Iteration 30Q: 3 clusters Score -403193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -403194.562500 Penalty: 4153.740234
	Iteration 31Q: 3 clusters Score -403194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -403194.562500 Penalty: 4153.740234
	Iteration 32F: 3 clusters Score -403194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -228719.031250 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -228719 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 1136 members 
Entering Unmasked Estep 
Score: -225936.906250 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -225936.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -226499.109375 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -226499.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -226634.484375 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -226634.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -226721.718750 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -226721.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -226793.328125 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -226793.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -226851.343750 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -226851.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226902.140625 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -226902.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226934.281250 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -226934.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226975.218750 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -226975.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227017.859375 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -227017.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -227054.578125 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -227054.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227101.703125 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -227101.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -227122.593750 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -227122.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -227147.828125 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -227147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227166.031250 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -227166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -227185.875000 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -227185.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -227209.843750 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -227209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -227224.921875 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -227224.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227235.140625 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -227235.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -227243.593750 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -227243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227249.734375 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -227249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227257.375000 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -227257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227265.031250 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -227265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227270.453125 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -227270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227276.015625 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -227276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -227285.046875 Penalty: 3837.641357
	Iteration 25Q: 3 clusters Score -227285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227291.437500 Penalty: 3837.641357
	Iteration 26Q: 3 clusters Score -227291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -227294.437500 Penalty: 3837.641357
	Iteration 27Q: 3 clusters Score -227294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227298.171875 Penalty: 3837.641357
	Iteration 28Q: 3 clusters Score -227298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227300.046875 Penalty: 3837.641357
	Iteration 29Q: 3 clusters Score -227300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -227302.468750 Penalty: 3837.641357
	Iteration 30Q: 3 clusters Score -227302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227304.546875 Penalty: 3837.641357
	Iteration 31Q: 3 clusters Score -227304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227307.812500 Penalty: 3837.641357
	Iteration 32Q: 3 clusters Score -227307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227310.203125 Penalty: 3837.641357
	Iteration 33Q: 3 clusters Score -227310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227310.953125 Penalty: 3837.641357
	Iteration 34Q: 3 clusters Score -227311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227312.046875 Penalty: 3837.641357
	Iteration 35Q: 3 clusters Score -227312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227313.046875 Penalty: 3837.641357
	Iteration 36Q: 3 clusters Score -227313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227314.953125 Penalty: 3837.641357
	Iteration 37Q: 3 clusters Score -227315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227323.406250 Penalty: 3837.641357
	Iteration 38Q: 3 clusters Score -227323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227330.312500 Penalty: 3837.641357
	Iteration 39Q: 3 clusters Score -227330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227335.296875 Penalty: 3837.641357
	Iteration 40F: 3 clusters Score -227335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227339.000000 Penalty: 3837.641357
	Iteration 41Q: 3 clusters Score -227339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227342.859375 Penalty: 3837.641357
	Iteration 42Q: 3 clusters Score -227342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227346.390625 Penalty: 3837.641357
	Iteration 43Q: 3 clusters Score -227346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227351.453125 Penalty: 3837.641357
	Iteration 44Q: 3 clusters Score -227351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227355.562500 Penalty: 3837.641357
	Iteration 45Q: 3 clusters Score -227355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227357.250000 Penalty: 3837.641357
	Iteration 46Q: 3 clusters Score -227357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -227359.312500 Penalty: 3837.641357
	Iteration 47Q: 3 clusters Score -227359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -227359.312500 Penalty: 3837.641357
	Iteration 48F: 3 clusters Score -227359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Entering Unmasked Estep 
Score: -1581894.750000 Penalty: 2398.170166
	Iteration 0F: 2 clusters Score -1581895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1570524.500000 Penalty: 4796.340332
	Iteration 0F: 3 clusters Score -1570524 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1574248.750000 Penalty: 4796.340332
	Iteration 1F: 3 clusters Score -1574249 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1574611.625000 Penalty: 4796.340332
	Iteration 2F: 3 clusters Score -1574612 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1574887.500000 Penalty: 4796.340332
	Iteration 3Q: 3 clusters Score -1574888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1575128.000000 Penalty: 4796.340332
	Iteration 4Q: 3 clusters Score -1575128 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1575368.625000 Penalty: 4796.340332
	Iteration 5Q: 3 clusters Score -1575369 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1575663.625000 Penalty: 4796.340332
	Iteration 6Q: 3 clusters Score -1575664 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1576006.375000 Penalty: 4796.340332
	Iteration 7Q: 3 clusters Score -1576006 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1576413.250000 Penalty: 4796.340332
	Iteration 8Q: 3 clusters Score -1576413 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1576914.500000 Penalty: 4796.340332
	Iteration 9F: 3 clusters Score -1576914 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1577458.875000 Penalty: 4796.340332
	Iteration 10F: 3 clusters Score -1577459 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1578042.000000 Penalty: 4796.340332
	Iteration 11Q: 3 clusters Score -1578042 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1578521.875000 Penalty: 4796.340332
	Iteration 12Q: 3 clusters Score -1578522 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1578900.625000 Penalty: 4796.340332
	Iteration 13Q: 3 clusters Score -1578901 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1579141.750000 Penalty: 4796.340332
	Iteration 14Q: 3 clusters Score -1579142 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1579300.125000 Penalty: 4796.340332
	Iteration 15Q: 3 clusters Score -1579300 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1579428.625000 Penalty: 4796.340332
	Iteration 16Q: 3 clusters Score -1579429 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1579517.000000 Penalty: 4796.340332
	Iteration 17Q: 3 clusters Score -1579517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1579572.625000 Penalty: 4796.340332
	Iteration 18Q: 3 clusters Score -1579573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1579612.375000 Penalty: 4796.340332
	Iteration 19Q: 3 clusters Score -1579612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1579644.250000 Penalty: 4796.340332
	Iteration 20F: 3 clusters Score -1579644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1579663.375000 Penalty: 4796.340332
	Iteration 21Q: 3 clusters Score -1579663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1579680.000000 Penalty: 4796.340332
	Iteration 22Q: 3 clusters Score -1579680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1579700.750000 Penalty: 4796.340332
	Iteration 23Q: 3 clusters Score -1579701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1579715.625000 Penalty: 4796.340332
	Iteration 24Q: 3 clusters Score -1579716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1579720.375000 Penalty: 4796.340332
	Iteration 25Q: 3 clusters Score -1579720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1579729.375000 Penalty: 4796.340332
	Iteration 26Q: 3 clusters Score -1579729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1579733.500000 Penalty: 4796.340332
	Iteration 27Q: 3 clusters Score -1579734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1579739.000000 Penalty: 4796.340332
	Iteration 28Q: 3 clusters Score -1579739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1579739.000000 Penalty: 4796.340332
	Iteration 29F: 3 clusters Score -1579739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -316244.750000 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -316244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -312738.781250 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -312738.8 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -313473.781250 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -313473.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -313689.437500 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -313689.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -313837.125000 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -313837.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -313954.437500 Penalty: 4033.385010
	Iteration 4Q: 3 clusters Score -313954.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -314041.937500 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -314041.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -314114.593750 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -314114.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -314178.656250 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -314178.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -314241.781250 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -314241.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314306.500000 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -314306.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -314357.875000 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -314357.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -314406.531250 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -314406.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -314438.312500 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -314438.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -314469.281250 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -314469.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -314501.062500 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -314501.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -314518.531250 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -314518.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -314535.125000 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -314535.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -314551.875000 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -314551.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -314572.406250 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -314572.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -314597.656250 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -314597.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -314625.500000 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -314625.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -314654.593750 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -314654.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -314691.562500 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -314691.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -314741.468750 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -314741.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -314793.218750 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -314793.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -314843.406250 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -314843.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -314897.843750 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -314897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -314943.812500 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -314943.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -314992.406250 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -314992.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315028.093750 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -315028.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -315049.281250 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -315049.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315064.093750 Penalty: 4033.385010
	Iteration 31Q: 3 clusters Score -315064.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -315079.437500 Penalty: 4033.385010
	Iteration 32Q: 3 clusters Score -315079.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -315093.562500 Penalty: 4033.385010
	Iteration 33Q: 3 clusters Score -315093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -315107.875000 Penalty: 4033.385010
	Iteration 34Q: 3 clusters Score -315107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315115.218750 Penalty: 4033.385010
	Iteration 35Q: 3 clusters Score -315115.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315123.875000 Penalty: 4033.385010
	Iteration 36Q: 3 clusters Score -315123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315127.875000 Penalty: 4033.385010
	Iteration 37Q: 3 clusters Score -315127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -315131.250000 Penalty: 4033.385010
	Iteration 38Q: 3 clusters Score -315131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315134.250000 Penalty: 4033.385010
	Iteration 39Q: 3 clusters Score -315134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315136.375000 Penalty: 4033.385010
	Iteration 40F: 3 clusters Score -315136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315139.375000 Penalty: 4033.385010
	Iteration 41Q: 3 clusters Score -315139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315140.625000 Penalty: 4033.385010
	Iteration 42Q: 3 clusters Score -315140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -315143.343750 Penalty: 4033.385010
	Iteration 43Q: 3 clusters Score -315143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -315148.062500 Penalty: 4033.385010
	Iteration 44Q: 3 clusters Score -315148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -315151.625000 Penalty: 4033.385010
	Iteration 45Q: 3 clusters Score -315151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -315153.500000 Penalty: 4033.385010
	Iteration 46Q: 3 clusters Score -315153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -315154.375000 Penalty: 4033.385010
	Iteration 47Q: 3 clusters Score -315154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -315156.500000 Penalty: 4033.385010
	Iteration 48Q: 3 clusters Score -315156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -315157.843750 Penalty: 4033.385010
	Iteration 49Q: 3 clusters Score -315157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -315158.875000 Penalty: 4033.385010
	Iteration 50Q: 3 clusters Score -315158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -315160.250000 Penalty: 4033.385010
	Iteration 51Q: 3 clusters Score -315160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -315161.281250 Penalty: 4033.385010
	Iteration 52Q: 3 clusters Score -315161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -315161.625000 Penalty: 4033.385010
	Iteration 53Q: 3 clusters Score -315161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315162.656250 Penalty: 4033.385010
	Iteration 54Q: 3 clusters Score -315162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315164.656250 Penalty: 4033.385010
	Iteration 55Q: 3 clusters Score -315164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -315168.156250 Penalty: 4033.385010
	Iteration 56Q: 3 clusters Score -315168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -315169.875000 Penalty: 4033.385010
	Iteration 57Q: 3 clusters Score -315169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -315170.656250 Penalty: 4033.385010
	Iteration 58Q: 3 clusters Score -315170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -315171.218750 Penalty: 4033.385010
	Iteration 59Q: 3 clusters Score -315171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -315171.781250 Penalty: 4033.385010
	Iteration 60F: 3 clusters Score -315171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -105645.375000 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -105645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103599.195312 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -103599.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -103974.171875 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -103974.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104078.000000 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -104078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104132.140625 Penalty: 3526.905273
	Iteration 3Q: 3 clusters Score -104132.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104177.250000 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -104177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104208.929688 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -104208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104229.195312 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -104229.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104246.210938 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -104246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -104254.921875 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -104254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104263.414062 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -104263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104278.875000 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -104278.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104293.015625 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -104293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104301.226562 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -104301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104311.242188 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -104311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104321.476562 Penalty: 3526.905273
	Iteration 14Q: 3 clusters Score -104321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104328.187500 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -104328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104336.062500 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -104336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104349.875000 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -104349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104364.960938 Penalty: 3526.905273
	Iteration 18Q: 3 clusters Score -104365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104389.843750 Penalty: 3526.905273
	Iteration 19Q: 3 clusters Score -104389.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104422.164062 Penalty: 3526.905273
	Iteration 20F: 3 clusters Score -104422.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104448.570312 Penalty: 3526.905273
	Iteration 21Q: 3 clusters Score -104448.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104484.078125 Penalty: 3526.905273
	Iteration 22Q: 3 clusters Score -104484.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104514.148438 Penalty: 3526.905273
	Iteration 23Q: 3 clusters Score -104514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104534.281250 Penalty: 3526.905273
	Iteration 24Q: 3 clusters Score -104534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104550.656250 Penalty: 3526.905273
	Iteration 25Q: 3 clusters Score -104550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104571.023438 Penalty: 3526.905273
	Iteration 26Q: 3 clusters Score -104571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104594.765625 Penalty: 3526.905273
	Iteration 27Q: 3 clusters Score -104594.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104620.960938 Penalty: 3526.905273
	Iteration 28Q: 3 clusters Score -104621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104646.453125 Penalty: 3526.905273
	Iteration 29Q: 3 clusters Score -104646.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104671.750000 Penalty: 3526.905273
	Iteration 30Q: 3 clusters Score -104671.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104691.757812 Penalty: 3526.905273
	Iteration 31Q: 3 clusters Score -104691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104708.984375 Penalty: 3526.905273
	Iteration 32Q: 3 clusters Score -104709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104733.460938 Penalty: 3526.905273
	Iteration 33Q: 3 clusters Score -104733.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104754.445312 Penalty: 3526.905273
	Iteration 34Q: 3 clusters Score -104754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104763.921875 Penalty: 3526.905273
	Iteration 35Q: 3 clusters Score -104763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104772.953125 Penalty: 3526.905273
	Iteration 36Q: 3 clusters Score -104773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104775.921875 Penalty: 3526.905273
	Iteration 37Q: 3 clusters Score -104775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104776.640625 Penalty: 3526.905273
	Iteration 38Q: 3 clusters Score -104776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104779.875000 Penalty: 3526.905273
	Iteration 39Q: 3 clusters Score -104779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104782.812500 Penalty: 3526.905273
	Iteration 40F: 3 clusters Score -104782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104797.015625 Penalty: 3526.905273
	Iteration 41Q: 3 clusters Score -104797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104802.367188 Penalty: 3526.905273
	Iteration 42Q: 3 clusters Score -104802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104809.070312 Penalty: 3526.905273
	Iteration 43Q: 3 clusters Score -104809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104813.195312 Penalty: 3526.905273
	Iteration 44Q: 3 clusters Score -104813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104822.046875 Penalty: 3526.905273
	Iteration 45Q: 3 clusters Score -104822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104826.289062 Penalty: 3526.905273
	Iteration 46Q: 3 clusters Score -104826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104832.156250 Penalty: 3526.905273
	Iteration 47Q: 3 clusters Score -104832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104837.500000 Penalty: 3526.905273
	Iteration 48Q: 3 clusters Score -104837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104852.289062 Penalty: 3526.905273
	Iteration 49Q: 3 clusters Score -104852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104867.609375 Penalty: 3526.905273
	Iteration 50Q: 3 clusters Score -104867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104887.500000 Penalty: 3526.905273
	Iteration 51Q: 3 clusters Score -104887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104893.484375 Penalty: 3526.905273
	Iteration 52Q: 3 clusters Score -104893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104899.250000 Penalty: 3526.905273
	Iteration 53Q: 3 clusters Score -104899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104903.296875 Penalty: 3526.905273
	Iteration 54Q: 3 clusters Score -104903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104903.953125 Penalty: 3526.905273
	Iteration 55Q: 3 clusters Score -104904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104905.882812 Penalty: 3526.905273
	Iteration 56Q: 3 clusters Score -104905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104905.882812 Penalty: 3526.905273
	Iteration 57F: 3 clusters Score -104905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -644903.812500 Penalty: 2172.980957
	Iteration 0F: 2 clusters Score -644903.8 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 3174 members 
Entering Unmasked Estep 
Score: -639553.562500 Penalty: 4345.961914
	Iteration 0F: 3 clusters Score -639553.6 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -640922.000000 Penalty: 4345.961914
	Iteration 1F: 3 clusters Score -640922 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641147.375000 Penalty: 4345.961914
	Iteration 2F: 3 clusters Score -641147.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -641307.875000 Penalty: 4345.961914
	Iteration 3F: 3 clusters Score -641307.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -641409.875000 Penalty: 4345.961914
	Iteration 4Q: 3 clusters Score -641409.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -641485.812500 Penalty: 4345.961914
	Iteration 5Q: 3 clusters Score -641485.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -641562.625000 Penalty: 4345.961914
	Iteration 6Q: 3 clusters Score -641562.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -641648.812500 Penalty: 4345.961914
	Iteration 7Q: 3 clusters Score -641648.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -641734.375000 Penalty: 4345.961914
	Iteration 8Q: 3 clusters Score -641734.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -641829.687500 Penalty: 4345.961914
	Iteration 9Q: 3 clusters Score -641829.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -641923.500000 Penalty: 4345.961914
	Iteration 10Q: 3 clusters Score -641923.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -642029.500000 Penalty: 4345.961914
	Iteration 11Q: 3 clusters Score -642029.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -642121.750000 Penalty: 4345.961914
	Iteration 12Q: 3 clusters Score -642121.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -642213.812500 Penalty: 4345.961914
	Iteration 13Q: 3 clusters Score -642213.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -642307.250000 Penalty: 4345.961914
	Iteration 14Q: 3 clusters Score -642307.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -642396.875000 Penalty: 4345.961914
	Iteration 15Q: 3 clusters Score -642396.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -642466.187500 Penalty: 4345.961914
	Iteration 16Q: 3 clusters Score -642466.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -642525.250000 Penalty: 4345.961914
	Iteration 17Q: 3 clusters Score -642525.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -642578.187500 Penalty: 4345.961914
	Iteration 18Q: 3 clusters Score -642578.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -642617.562500 Penalty: 4345.961914
	Iteration 19Q: 3 clusters Score -642617.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -642660.562500 Penalty: 4345.961914
	Iteration 20F: 3 clusters Score -642660.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -642697.000000 Penalty: 4345.961914
	Iteration 21Q: 3 clusters Score -642697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -642727.437500 Penalty: 4345.961914
	Iteration 22Q: 3 clusters Score -642727.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -642757.062500 Penalty: 4345.961914
	Iteration 23Q: 3 clusters Score -642757.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -642788.625000 Penalty: 4345.961914
	Iteration 24Q: 3 clusters Score -642788.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -642809.437500 Penalty: 4345.961914
	Iteration 25Q: 3 clusters Score -642809.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -642827.750000 Penalty: 4345.961914
	Iteration 26Q: 3 clusters Score -642827.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -642851.812500 Penalty: 4345.961914
	Iteration 27Q: 3 clusters Score -642851.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -642878.375000 Penalty: 4345.961914
	Iteration 28Q: 3 clusters Score -642878.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -642903.875000 Penalty: 4345.961914
	Iteration 29Q: 3 clusters Score -642903.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -642927.812500 Penalty: 4345.961914
	Iteration 30Q: 3 clusters Score -642927.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -642951.375000 Penalty: 4345.961914
	Iteration 31Q: 3 clusters Score -642951.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -642966.125000 Penalty: 4345.961914
	Iteration 32Q: 3 clusters Score -642966.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -642987.750000 Penalty: 4345.961914
	Iteration 33Q: 3 clusters Score -642987.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -643005.687500 Penalty: 4345.961914
	Iteration 34Q: 3 clusters Score -643005.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -643027.000000 Penalty: 4345.961914
	Iteration 35Q: 3 clusters Score -643027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -643043.500000 Penalty: 4345.961914
	Iteration 36Q: 3 clusters Score -643043.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -643056.437500 Penalty: 4345.961914
	Iteration 37Q: 3 clusters Score -643056.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -643066.125000 Penalty: 4345.961914
	Iteration 38Q: 3 clusters Score -643066.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -643077.312500 Penalty: 4345.961914
	Iteration 39Q: 3 clusters Score -643077.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -643084.375000 Penalty: 4345.961914
	Iteration 40F: 3 clusters Score -643084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -643091.062500 Penalty: 4345.961914
	Iteration 41Q: 3 clusters Score -643091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -643092.750000 Penalty: 4345.961914
	Iteration 42Q: 3 clusters Score -643092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -643093.750000 Penalty: 4345.961914
	Iteration 43Q: 3 clusters Score -643093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -643096.000000 Penalty: 4345.961914
	Iteration 44Q: 3 clusters Score -643096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -643098.687500 Penalty: 4345.961914
	Iteration 45Q: 3 clusters Score -643098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -643100.187500 Penalty: 4345.961914
	Iteration 46Q: 3 clusters Score -643100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -643104.312500 Penalty: 4345.961914
	Iteration 47Q: 3 clusters Score -643104.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -643109.625000 Penalty: 4345.961914
	Iteration 48Q: 3 clusters Score -643109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -643113.062500 Penalty: 4345.961914
	Iteration 49Q: 3 clusters Score -643113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -643117.375000 Penalty: 4345.961914
	Iteration 50Q: 3 clusters Score -643117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -643123.000000 Penalty: 4345.961914
	Iteration 51Q: 3 clusters Score -643123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -643126.062500 Penalty: 4345.961914
	Iteration 52Q: 3 clusters Score -643126.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -643127.937500 Penalty: 4345.961914
	Iteration 53Q: 3 clusters Score -643127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -643131.750000 Penalty: 4345.961914
	Iteration 54Q: 3 clusters Score -643131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -643135.750000 Penalty: 4345.961914
	Iteration 55Q: 3 clusters Score -643135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -643137.750000 Penalty: 4345.961914
	Iteration 56Q: 3 clusters Score -643137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -643139.000000 Penalty: 4345.961914
	Iteration 57Q: 3 clusters Score -643139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -643140.812500 Penalty: 4345.961914
	Iteration 58Q: 3 clusters Score -643140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -643142.312500 Penalty: 4345.961914
	Iteration 59Q: 3 clusters Score -643142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -643143.000000 Penalty: 4345.961914
	Iteration 60F: 3 clusters Score -643143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -643142.375000 Penalty: 4345.961914
	Iteration 61Q: 3 clusters Score -643142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -643142.375000 Penalty: 4345.961914
	Iteration 62F: 3 clusters Score -643142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -592069.125000 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -592069.1 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 2800 members 
Entering Unmasked Estep 
Score: -587164.875000 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -587164.9 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -588325.187500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -588325.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -588521.562500 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -588521.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -588653.875000 Penalty: 4279.319824
	Iteration 3Q: 3 clusters Score -588653.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -588757.312500 Penalty: 4279.319824
	Iteration 4Q: 3 clusters Score -588757.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -588851.062500 Penalty: 4279.319824
	Iteration 5Q: 3 clusters Score -588851.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -588924.000000 Penalty: 4279.319824
	Iteration 6Q: 3 clusters Score -588924 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -588986.250000 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -588986.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -589030.562500 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -589030.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -589066.562500 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -589066.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -589103.625000 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -589103.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -589147.000000 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -589147 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -589186.750000 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -589186.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -589220.625000 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -589220.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -589251.125000 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -589251.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -589277.562500 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -589277.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -589304.312500 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -589304.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -589337.625000 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -589337.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -589376.375000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -589376.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -589419.750000 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -589419.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -589470.562500 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -589470.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -589522.187500 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -589522.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -589579.750000 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -589579.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -589639.000000 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -589639 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -589709.312500 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -589709.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -589777.312500 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -589777.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -589842.812500 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -589842.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -589901.687500 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -589901.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -589952.687500 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -589952.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -589998.562500 Penalty: 4279.319824
	Iteration 29Q: 3 clusters Score -589998.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -590042.375000 Penalty: 4279.319824
	Iteration 30Q: 3 clusters Score -590042.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -590083.437500 Penalty: 4279.319824
	Iteration 31Q: 3 clusters Score -590083.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -590124.125000 Penalty: 4279.319824
	Iteration 32Q: 3 clusters Score -590124.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -590158.125000 Penalty: 4279.319824
	Iteration 33Q: 3 clusters Score -590158.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -590184.437500 Penalty: 4279.319824
	Iteration 34Q: 3 clusters Score -590184.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -590208.937500 Penalty: 4279.319824
	Iteration 35Q: 3 clusters Score -590208.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -590231.062500 Penalty: 4279.319824
	Iteration 36Q: 3 clusters Score -590231.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -590246.750000 Penalty: 4279.319824
	Iteration 37Q: 3 clusters Score -590246.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -590266.000000 Penalty: 4279.319824
	Iteration 38Q: 3 clusters Score -590266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -590276.375000 Penalty: 4279.319824
	Iteration 39Q: 3 clusters Score -590276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -590282.875000 Penalty: 4279.319824
	Iteration 40F: 3 clusters Score -590282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -590289.812500 Penalty: 4279.319824
	Iteration 41Q: 3 clusters Score -590289.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -590297.937500 Penalty: 4279.319824
	Iteration 42Q: 3 clusters Score -590297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -590305.062500 Penalty: 4279.319824
	Iteration 43Q: 3 clusters Score -590305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -590312.562500 Penalty: 4279.319824
	Iteration 44Q: 3 clusters Score -590312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -590316.687500 Penalty: 4279.319824
	Iteration 45Q: 3 clusters Score -590316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -590324.375000 Penalty: 4279.319824
	Iteration 46Q: 3 clusters Score -590324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -590332.375000 Penalty: 4279.319824
	Iteration 47Q: 3 clusters Score -590332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -590334.812500 Penalty: 4279.319824
	Iteration 48Q: 3 clusters Score -590334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -590338.312500 Penalty: 4279.319824
	Iteration 49Q: 3 clusters Score -590338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -590339.812500 Penalty: 4279.319824
	Iteration 50Q: 3 clusters Score -590339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -590341.562500 Penalty: 4279.319824
	Iteration 51Q: 3 clusters Score -590341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -590343.000000 Penalty: 4279.319824
	Iteration 52Q: 3 clusters Score -590343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -590345.687500 Penalty: 4279.319824
	Iteration 53Q: 3 clusters Score -590345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -590347.687500 Penalty: 4279.319824
	Iteration 54Q: 3 clusters Score -590347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -590348.812500 Penalty: 4279.319824
	Iteration 55Q: 3 clusters Score -590348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -590349.875000 Penalty: 4279.319824
	Iteration 56Q: 3 clusters Score -590349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -590350.250000 Penalty: 4279.319824
	Iteration 57Q: 3 clusters Score -590350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -590350.250000 Penalty: 4279.319824
	Iteration 58F: 3 clusters Score -590350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Entering Unmasked Estep 
Score: -2282856.500000 Penalty: 2482.124756
	Iteration 0F: 2 clusters Score -2282856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2267385.750000 Penalty: 4964.249512
	Iteration 0F: 3 clusters Score -2267386 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2272705.250000 Penalty: 4964.249512
	Iteration 1F: 3 clusters Score -2272705 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2273132.750000 Penalty: 4964.249512
	Iteration 2F: 3 clusters Score -2273133 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2273486.500000 Penalty: 4964.249512
	Iteration 3Q: 3 clusters Score -2273486 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2273870.250000 Penalty: 4964.249512
	Iteration 4Q: 3 clusters Score -2273870 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2274333.250000 Penalty: 4964.249512
	Iteration 5Q: 3 clusters Score -2274333 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2274937.500000 Penalty: 4964.249512
	Iteration 6F: 3 clusters Score -2274938 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2275649.000000 Penalty: 4964.249512
	Iteration 7F: 3 clusters Score -2275649 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2276457.500000 Penalty: 4964.249512
	Iteration 8F: 3 clusters Score -2276458 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2277325.750000 Penalty: 4964.249512
	Iteration 9F: 3 clusters Score -2277326 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2278083.250000 Penalty: 4964.249512
	Iteration 10F: 3 clusters Score -2278083 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2278643.000000 Penalty: 4964.249512
	Iteration 11Q: 3 clusters Score -2278643 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2279056.750000 Penalty: 4964.249512
	Iteration 12Q: 3 clusters Score -2279057 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2279351.250000 Penalty: 4964.249512
	Iteration 13Q: 3 clusters Score -2279351 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2279590.000000 Penalty: 4964.249512
	Iteration 14Q: 3 clusters Score -2279590 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2279772.750000 Penalty: 4964.249512
	Iteration 15Q: 3 clusters Score -2279773 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2279926.500000 Penalty: 4964.249512
	Iteration 16Q: 3 clusters Score -2279926 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2280076.250000 Penalty: 4964.249512
	Iteration 17Q: 3 clusters Score -2280076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2280201.750000 Penalty: 4964.249512
	Iteration 18Q: 3 clusters Score -2280202 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2280300.250000 Penalty: 4964.249512
	Iteration 19Q: 3 clusters Score -2280300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2280377.750000 Penalty: 4964.249512
	Iteration 20F: 3 clusters Score -2280378 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2280464.500000 Penalty: 4964.249512
	Iteration 21Q: 3 clusters Score -2280464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2280547.750000 Penalty: 4964.249512
	Iteration 22Q: 3 clusters Score -2280548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2280610.250000 Penalty: 4964.249512
	Iteration 23Q: 3 clusters Score -2280610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2280680.000000 Penalty: 4964.249512
	Iteration 24Q: 3 clusters Score -2280680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2280733.250000 Penalty: 4964.249512
	Iteration 25Q: 3 clusters Score -2280733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2280771.750000 Penalty: 4964.249512
	Iteration 26Q: 3 clusters Score -2280772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2280810.500000 Penalty: 4964.249512
	Iteration 27Q: 3 clusters Score -2280810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2280842.500000 Penalty: 4964.249512
	Iteration 28Q: 3 clusters Score -2280842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2280858.500000 Penalty: 4964.249512
	Iteration 29Q: 3 clusters Score -2280858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2280877.500000 Penalty: 4964.249512
	Iteration 30Q: 3 clusters Score -2280878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2280894.750000 Penalty: 4964.249512
	Iteration 31Q: 3 clusters Score -2280895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2280909.250000 Penalty: 4964.249512
	Iteration 32Q: 3 clusters Score -2280909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2280913.500000 Penalty: 4964.249512
	Iteration 33Q: 3 clusters Score -2280914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2280917.000000 Penalty: 4964.249512
	Iteration 34Q: 3 clusters Score -2280917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2280923.750000 Penalty: 4964.249512
	Iteration 35Q: 3 clusters Score -2280924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2280919.250000 Penalty: 4964.249512
	Iteration 36Q: 3 clusters Score -2280919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2280922.250000 Penalty: 4964.249512
	Iteration 37Q: 3 clusters Score -2280922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2280924.000000 Penalty: 4964.249512
	Iteration 38Q: 3 clusters Score -2280924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2280923.750000 Penalty: 4964.249512
	Iteration 39Q: 3 clusters Score -2280924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2280922.500000 Penalty: 4964.249512
	Iteration 40F: 3 clusters Score -2280922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2280928.250000 Penalty: 4964.249512
	Iteration 41Q: 3 clusters Score -2280928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2280928.250000 Penalty: 4964.249512
	Iteration 42Q: 3 clusters Score -2280928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2280931.000000 Penalty: 4964.249512
	Iteration 43Q: 3 clusters Score -2280931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2280929.750000 Penalty: 4964.249512
	Iteration 44Q: 3 clusters Score -2280930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2280929.750000 Penalty: 4964.249512
	Iteration 45F: 3 clusters Score -2280930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -529870.750000 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -529870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -525229.687500 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -525229.7 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -526295.750000 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -526295.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -526513.375000 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -526513.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -526634.187500 Penalty: 4242.931152
	Iteration 3Q: 3 clusters Score -526634.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -526718.625000 Penalty: 4242.931152
	Iteration 4Q: 3 clusters Score -526718.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -526799.250000 Penalty: 4242.931152
	Iteration 5Q: 3 clusters Score -526799.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -526857.125000 Penalty: 4242.931152
	Iteration 6Q: 3 clusters Score -526857.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -526917.062500 Penalty: 4242.931152
	Iteration 7Q: 3 clusters Score -526917.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -526965.937500 Penalty: 4242.931152
	Iteration 8Q: 3 clusters Score -526965.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -527006.500000 Penalty: 4242.931152
	Iteration 9Q: 3 clusters Score -527006.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -527041.687500 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -527041.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -527071.062500 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -527071.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -527100.000000 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -527100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -527125.062500 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -527125.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -527147.875000 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -527147.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -527173.000000 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -527173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -527204.875000 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -527204.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -527236.562500 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -527236.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -527276.062500 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -527276.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -527318.000000 Penalty: 4242.931152
	Iteration 19Q: 3 clusters Score -527318 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -527360.125000 Penalty: 4242.931152
	Iteration 20F: 3 clusters Score -527360.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -527404.187500 Penalty: 4242.931152
	Iteration 21Q: 3 clusters Score -527404.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -527449.875000 Penalty: 4242.931152
	Iteration 22Q: 3 clusters Score -527449.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -527500.375000 Penalty: 4242.931152
	Iteration 23Q: 3 clusters Score -527500.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -527561.375000 Penalty: 4242.931152
	Iteration 24Q: 3 clusters Score -527561.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -527619.750000 Penalty: 4242.931152
	Iteration 25Q: 3 clusters Score -527619.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -527674.500000 Penalty: 4242.931152
	Iteration 26Q: 3 clusters Score -527674.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -527725.437500 Penalty: 4242.931152
	Iteration 27Q: 3 clusters Score -527725.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -527766.687500 Penalty: 4242.931152
	Iteration 28Q: 3 clusters Score -527766.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -527810.000000 Penalty: 4242.931152
	Iteration 29Q: 3 clusters Score -527810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -527854.750000 Penalty: 4242.931152
	Iteration 30Q: 3 clusters Score -527854.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -527890.375000 Penalty: 4242.931152
	Iteration 31Q: 3 clusters Score -527890.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -527929.062500 Penalty: 4242.931152
	Iteration 32Q: 3 clusters Score -527929.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -527958.437500 Penalty: 4242.931152
	Iteration 33Q: 3 clusters Score -527958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -527980.437500 Penalty: 4242.931152
	Iteration 34Q: 3 clusters Score -527980.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -528000.125000 Penalty: 4242.931152
	Iteration 35Q: 3 clusters Score -528000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -528017.750000 Penalty: 4242.931152
	Iteration 36Q: 3 clusters Score -528017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -528033.312500 Penalty: 4242.931152
	Iteration 37Q: 3 clusters Score -528033.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -528046.812500 Penalty: 4242.931152
	Iteration 38Q: 3 clusters Score -528046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -528051.312500 Penalty: 4242.931152
	Iteration 39Q: 3 clusters Score -528051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -528056.437500 Penalty: 4242.931152
	Iteration 40F: 3 clusters Score -528056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -528059.875000 Penalty: 4242.931152
	Iteration 41Q: 3 clusters Score -528059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -528062.375000 Penalty: 4242.931152
	Iteration 42Q: 3 clusters Score -528062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -528064.562500 Penalty: 4242.931152
	Iteration 43Q: 3 clusters Score -528064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -528066.125000 Penalty: 4242.931152
	Iteration 44Q: 3 clusters Score -528066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -528071.687500 Penalty: 4242.931152
	Iteration 45Q: 3 clusters Score -528071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -528072.375000 Penalty: 4242.931152
	Iteration 46Q: 3 clusters Score -528072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -528072.375000 Penalty: 4242.931152
	Iteration 47F: 3 clusters Score -528072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -458385.781250 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -458385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -454152.625000 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -454152.6 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -455079.312500 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -455079.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -455245.218750 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -455245.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -455335.031250 Penalty: 4171.055176
	Iteration 3Q: 3 clusters Score -455335 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -455414.375000 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -455414.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -455487.187500 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -455487.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -455553.562500 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -455553.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -455607.375000 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -455607.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -455663.468750 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -455663.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -455715.875000 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -455715.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -455773.062500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -455773.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -455817.625000 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -455817.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -455867.906250 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -455867.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -455911.937500 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -455911.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -455954.218750 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -455954.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -455988.843750 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -455988.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -456033.437500 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -456033.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -456070.093750 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -456070.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -456107.875000 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -456107.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -456142.468750 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -456142.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -456163.593750 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -456163.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -456178.687500 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -456178.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -456193.500000 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -456193.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -456206.500000 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -456206.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -456217.625000 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -456217.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -456225.968750 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -456226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -456234.156250 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -456234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -456239.250000 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -456239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -456243.468750 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -456243.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -456247.312500 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -456247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -456250.375000 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -456250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -456253.468750 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -456253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -456255.781250 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -456255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -456258.656250 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -456258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -456258.218750 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -456258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -456261.093750 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -456261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -456261.343750 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -456261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -456262.437500 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -456262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -456264.625000 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -456264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -456266.468750 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -456266.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -456270.000000 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -456270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -456272.250000 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -456272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -456275.093750 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -456275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -456274.437500 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -456274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -456275.812500 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -456275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -456275.906250 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -456275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -456276.687500 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -456276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -456276.687500 Penalty: 4171.055176
	Iteration 47F: 3 clusters Score -456276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 14857 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7760 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24711 members 
Mstep: Class 40 contains 4652 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5189 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971616.000000 Penalty: 168820.187500
Iteration 359Q: 52 clusters Score -5.897162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14594 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8331 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24712 members 
Mstep: Class 40 contains 4652 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5189 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971608.000000 Penalty: 168820.187500
Iteration 360F: 52 clusters Score -5.897161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24713 members 
Mstep: Class 40 contains 4652 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971604.000000 Penalty: 168820.187500
Iteration 361Q: 52 clusters Score -5.89716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24714 members 
Mstep: Class 40 contains 4651 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971624.000000 Penalty: 168820.187500
Iteration 362Q: 52 clusters Score -5.897162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24714 members 
Mstep: Class 40 contains 4650 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971608.000000 Penalty: 168820.187500
Iteration 363Q: 52 clusters Score -5.897161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24714 members 
Mstep: Class 40 contains 4650 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971624.000000 Penalty: 168820.187500
Iteration 364Q: 52 clusters Score -5.897162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8326 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7759 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 4650 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971620.000000 Penalty: 168820.187500
Iteration 365Q: 52 clusters Score -5.897162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30328 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971604.000000 Penalty: 168820.187500
Iteration 366Q: 52 clusters Score -5.89716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8331 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7756 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971596.000000 Penalty: 168820.187500
Iteration 367Q: 52 clusters Score -5.89716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14593 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15533 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 35042 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7755 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15836 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971620.000000 Penalty: 168820.187500
Iteration 368Q: 52 clusters Score -5.897162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14592 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15532 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24664 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8336 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971628.000000 Penalty: 168820.187500
Iteration 369Q: 52 clusters Score -5.897163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14592 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 7210 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8336 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 96798 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24715 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971628.000000 Penalty: 168820.187500
Iteration 370Q: 52 clusters Score -5.897163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14592 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7212 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 96797 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24716 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971636.000000 Penalty: 168820.187500
Iteration 371Q: 52 clusters Score -5.897164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14592 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 96796 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24716 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971628.000000 Penalty: 168820.187500
Iteration 372Q: 52 clusters Score -5.897163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14592 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 96796 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24716 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58971628.000000 Penalty: 168820.187500
Iteration 373F: 52 clusters Score -5.897163e+07 nChanged 0
Entering ConstructFrom: 
Score: -58971628.000000 Penalty: 168820.187500
Entering ConstructFrom: 
Trying to split cluster 1 (17145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Entering Unmasked Estep 
Score: -1682055.500000 Penalty: 2417.866699
	Iteration 0F: 2 clusters Score -1682056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1669868.750000 Penalty: 4835.733398
	Iteration 0F: 3 clusters Score -1669869 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1673826.625000 Penalty: 4835.733398
	Iteration 1F: 3 clusters Score -1673827 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1674253.125000 Penalty: 4835.733398
	Iteration 2F: 3 clusters Score -1674253 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1674567.875000 Penalty: 4835.733398
	Iteration 3Q: 3 clusters Score -1674568 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1674817.125000 Penalty: 4835.733398
	Iteration 4Q: 3 clusters Score -1674817 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1675039.500000 Penalty: 4835.733398
	Iteration 5Q: 3 clusters Score -1675040 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1675244.625000 Penalty: 4835.733398
	Iteration 6Q: 3 clusters Score -1675245 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1675436.250000 Penalty: 4835.733398
	Iteration 7Q: 3 clusters Score -1675436 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1675590.000000 Penalty: 4835.733398
	Iteration 8Q: 3 clusters Score -1675590 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1675765.750000 Penalty: 4835.733398
	Iteration 9Q: 3 clusters Score -1675766 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1676008.375000 Penalty: 4835.733398
	Iteration 10Q: 3 clusters Score -1676008 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1676232.500000 Penalty: 4835.733398
	Iteration 11Q: 3 clusters Score -1676232 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1676482.375000 Penalty: 4835.733398
	Iteration 12Q: 3 clusters Score -1676482 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1676747.125000 Penalty: 4835.733398
	Iteration 13Q: 3 clusters Score -1676747 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1677050.625000 Penalty: 4835.733398
	Iteration 14Q: 3 clusters Score -1677051 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1677349.750000 Penalty: 4835.733398
	Iteration 15Q: 3 clusters Score -1677350 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1677674.000000 Penalty: 4835.733398
	Iteration 16Q: 3 clusters Score -1677674 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1677967.250000 Penalty: 4835.733398
	Iteration 17Q: 3 clusters Score -1677967 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1678220.000000 Penalty: 4835.733398
	Iteration 18Q: 3 clusters Score -1678220 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1678489.000000 Penalty: 4835.733398
	Iteration 19Q: 3 clusters Score -1678489 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1678725.625000 Penalty: 4835.733398
	Iteration 20F: 3 clusters Score -1678726 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1678960.875000 Penalty: 4835.733398
	Iteration 21Q: 3 clusters Score -1678961 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1679144.750000 Penalty: 4835.733398
	Iteration 22Q: 3 clusters Score -1679145 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1679274.500000 Penalty: 4835.733398
	Iteration 23Q: 3 clusters Score -1679274 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1679391.500000 Penalty: 4835.733398
	Iteration 24Q: 3 clusters Score -1679392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1679498.250000 Penalty: 4835.733398
	Iteration 25Q: 3 clusters Score -1679498 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1679585.250000 Penalty: 4835.733398
	Iteration 26Q: 3 clusters Score -1679585 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1679660.750000 Penalty: 4835.733398
	Iteration 27Q: 3 clusters Score -1679661 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1679738.250000 Penalty: 4835.733398
	Iteration 28Q: 3 clusters Score -1679738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1679816.875000 Penalty: 4835.733398
	Iteration 29Q: 3 clusters Score -1679817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1679871.625000 Penalty: 4835.733398
	Iteration 30Q: 3 clusters Score -1679872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1679908.000000 Penalty: 4835.733398
	Iteration 31Q: 3 clusters Score -1679908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1679928.000000 Penalty: 4835.733398
	Iteration 32Q: 3 clusters Score -1679928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1679945.750000 Penalty: 4835.733398
	Iteration 33Q: 3 clusters Score -1679946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1679961.750000 Penalty: 4835.733398
	Iteration 34Q: 3 clusters Score -1679962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1679978.125000 Penalty: 4835.733398
	Iteration 35Q: 3 clusters Score -1679978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1679991.125000 Penalty: 4835.733398
	Iteration 36Q: 3 clusters Score -1679991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1679999.250000 Penalty: 4835.733398
	Iteration 37Q: 3 clusters Score -1679999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1680009.875000 Penalty: 4835.733398
	Iteration 38Q: 3 clusters Score -1680010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1680015.000000 Penalty: 4835.733398
	Iteration 39Q: 3 clusters Score -1680015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1680017.500000 Penalty: 4835.733398
	Iteration 40F: 3 clusters Score -1680018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1680021.500000 Penalty: 4835.733398
	Iteration 41Q: 3 clusters Score -1680022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1680024.875000 Penalty: 4835.733398
	Iteration 42Q: 3 clusters Score -1680025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1680028.125000 Penalty: 4835.733398
	Iteration 43Q: 3 clusters Score -1680028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1680030.125000 Penalty: 4835.733398
	Iteration 44Q: 3 clusters Score -1680030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1680032.625000 Penalty: 4835.733398
	Iteration 45Q: 3 clusters Score -1680033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1680034.625000 Penalty: 4835.733398
	Iteration 46Q: 3 clusters Score -1680035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1680037.250000 Penalty: 4835.733398
	Iteration 47Q: 3 clusters Score -1680037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1680039.125000 Penalty: 4835.733398
	Iteration 48Q: 3 clusters Score -1680039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1680038.750000 Penalty: 4835.733398
	Iteration 49Q: 3 clusters Score -1680039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1680041.500000 Penalty: 4835.733398
	Iteration 50Q: 3 clusters Score -1680042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1680043.875000 Penalty: 4835.733398
	Iteration 51Q: 3 clusters Score -1680044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1680043.375000 Penalty: 4835.733398
	Iteration 52Q: 3 clusters Score -1680043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1680043.500000 Penalty: 4835.733398
	Iteration 53Q: 3 clusters Score -1680044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1680047.250000 Penalty: 4835.733398
	Iteration 54Q: 3 clusters Score -1680047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1680050.125000 Penalty: 4835.733398
	Iteration 55Q: 3 clusters Score -1680050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1680051.250000 Penalty: 4835.733398
	Iteration 56Q: 3 clusters Score -1680051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1680052.000000 Penalty: 4835.733398
	Iteration 57Q: 3 clusters Score -1680052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1680051.625000 Penalty: 4835.733398
	Iteration 58Q: 3 clusters Score -1680052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1680052.500000 Penalty: 4835.733398
	Iteration 59Q: 3 clusters Score -1680052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1680052.625000 Penalty: 4835.733398
	Iteration 60F: 3 clusters Score -1680053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1680056.125000 Penalty: 4835.733398
	Iteration 61Q: 3 clusters Score -1680056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1680056.125000 Penalty: 4835.733398
	Iteration 62Q: 3 clusters Score -1680056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1680056.125000 Penalty: 4835.733398
	Iteration 63F: 3 clusters Score -1680056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Entering Unmasked Estep 
Score: -1372041.500000 Penalty: 2377.880859
	Iteration 0F: 2 clusters Score -1372042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1361358.875000 Penalty: 4755.761719
	Iteration 0F: 3 clusters Score -1361359 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1364883.250000 Penalty: 4755.761719
	Iteration 1F: 3 clusters Score -1364883 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1365431.375000 Penalty: 4755.761719
	Iteration 2F: 3 clusters Score -1365431 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1365952.625000 Penalty: 4755.761719
	Iteration 3F: 3 clusters Score -1365953 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1366483.375000 Penalty: 4755.761719
	Iteration 4F: 3 clusters Score -1366483 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1367010.875000 Penalty: 4755.761719
	Iteration 5F: 3 clusters Score -1367011 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1367514.125000 Penalty: 4755.761719
	Iteration 6F: 3 clusters Score -1367514 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1367984.125000 Penalty: 4755.761719
	Iteration 7F: 3 clusters Score -1367984 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1368398.000000 Penalty: 4755.761719
	Iteration 8Q: 3 clusters Score -1368398 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1368740.250000 Penalty: 4755.761719
	Iteration 9Q: 3 clusters Score -1368740 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1369039.250000 Penalty: 4755.761719
	Iteration 10Q: 3 clusters Score -1369039 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1369246.750000 Penalty: 4755.761719
	Iteration 11Q: 3 clusters Score -1369247 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1369391.875000 Penalty: 4755.761719
	Iteration 12Q: 3 clusters Score -1369392 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1369488.000000 Penalty: 4755.761719
	Iteration 13Q: 3 clusters Score -1369488 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1369568.625000 Penalty: 4755.761719
	Iteration 14Q: 3 clusters Score -1369569 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1369635.500000 Penalty: 4755.761719
	Iteration 15Q: 3 clusters Score -1369636 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1369696.250000 Penalty: 4755.761719
	Iteration 16Q: 3 clusters Score -1369696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1369748.875000 Penalty: 4755.761719
	Iteration 17Q: 3 clusters Score -1369749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1369790.250000 Penalty: 4755.761719
	Iteration 18Q: 3 clusters Score -1369790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1369829.250000 Penalty: 4755.761719
	Iteration 19Q: 3 clusters Score -1369829 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1369857.625000 Penalty: 4755.761719
	Iteration 20F: 3 clusters Score -1369858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1369898.625000 Penalty: 4755.761719
	Iteration 21Q: 3 clusters Score -1369899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1369933.000000 Penalty: 4755.761719
	Iteration 22Q: 3 clusters Score -1369933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1369961.875000 Penalty: 4755.761719
	Iteration 23Q: 3 clusters Score -1369962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1370002.625000 Penalty: 4755.761719
	Iteration 24Q: 3 clusters Score -1370003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1370041.375000 Penalty: 4755.761719
	Iteration 25Q: 3 clusters Score -1370041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1370093.750000 Penalty: 4755.761719
	Iteration 26Q: 3 clusters Score -1370094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1370135.875000 Penalty: 4755.761719
	Iteration 27Q: 3 clusters Score -1370136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1370169.625000 Penalty: 4755.761719
	Iteration 28Q: 3 clusters Score -1370170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1370211.000000 Penalty: 4755.761719
	Iteration 29Q: 3 clusters Score -1370211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1370250.375000 Penalty: 4755.761719
	Iteration 30Q: 3 clusters Score -1370250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1370271.875000 Penalty: 4755.761719
	Iteration 31Q: 3 clusters Score -1370272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1370298.750000 Penalty: 4755.761719
	Iteration 32Q: 3 clusters Score -1370299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1370315.750000 Penalty: 4755.761719
	Iteration 33Q: 3 clusters Score -1370316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1370332.000000 Penalty: 4755.761719
	Iteration 34Q: 3 clusters Score -1370332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1370342.625000 Penalty: 4755.761719
	Iteration 35Q: 3 clusters Score -1370343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1370364.875000 Penalty: 4755.761719
	Iteration 36Q: 3 clusters Score -1370365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1370379.125000 Penalty: 4755.761719
	Iteration 37Q: 3 clusters Score -1370379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1370388.250000 Penalty: 4755.761719
	Iteration 38Q: 3 clusters Score -1370388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1370396.250000 Penalty: 4755.761719
	Iteration 39Q: 3 clusters Score -1370396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1370404.375000 Penalty: 4755.761719
	Iteration 40F: 3 clusters Score -1370404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1370409.875000 Penalty: 4755.761719
	Iteration 41Q: 3 clusters Score -1370410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1370417.375000 Penalty: 4755.761719
	Iteration 42Q: 3 clusters Score -1370417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1370419.625000 Penalty: 4755.761719
	Iteration 43Q: 3 clusters Score -1370420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1370427.875000 Penalty: 4755.761719
	Iteration 44Q: 3 clusters Score -1370428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1370430.250000 Penalty: 4755.761719
	Iteration 45Q: 3 clusters Score -1370430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1370439.250000 Penalty: 4755.761719
	Iteration 46Q: 3 clusters Score -1370439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1370455.125000 Penalty: 4755.761719
	Iteration 47Q: 3 clusters Score -1370455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1370464.125000 Penalty: 4755.761719
	Iteration 48Q: 3 clusters Score -1370464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1370466.750000 Penalty: 4755.761719
	Iteration 49Q: 3 clusters Score -1370467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1370479.375000 Penalty: 4755.761719
	Iteration 50Q: 3 clusters Score -1370479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1370487.125000 Penalty: 4755.761719
	Iteration 51Q: 3 clusters Score -1370487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1370495.750000 Penalty: 4755.761719
	Iteration 52Q: 3 clusters Score -1370496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1370500.625000 Penalty: 4755.761719
	Iteration 53Q: 3 clusters Score -1370501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1370505.375000 Penalty: 4755.761719
	Iteration 54Q: 3 clusters Score -1370505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1370512.750000 Penalty: 4755.761719
	Iteration 55Q: 3 clusters Score -1370513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1370517.250000 Penalty: 4755.761719
	Iteration 56Q: 3 clusters Score -1370517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1370520.625000 Penalty: 4755.761719
	Iteration 57Q: 3 clusters Score -1370521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1370524.500000 Penalty: 4755.761719
	Iteration 58Q: 3 clusters Score -1370524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370526.750000 Penalty: 4755.761719
	Iteration 59Q: 3 clusters Score -1370527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1370528.875000 Penalty: 4755.761719
	Iteration 60F: 3 clusters Score -1370529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1370533.250000 Penalty: 4755.761719
	Iteration 61Q: 3 clusters Score -1370533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1370535.500000 Penalty: 4755.761719
	Iteration 62Q: 3 clusters Score -1370536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1370536.500000 Penalty: 4755.761719
	Iteration 63Q: 3 clusters Score -1370536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1370539.125000 Penalty: 4755.761719
	Iteration 64Q: 3 clusters Score -1370539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370542.250000 Penalty: 4755.761719
	Iteration 65Q: 3 clusters Score -1370542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370544.125000 Penalty: 4755.761719
	Iteration 66Q: 3 clusters Score -1370544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1370546.000000 Penalty: 4755.761719
	Iteration 67Q: 3 clusters Score -1370546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1370544.500000 Penalty: 4755.761719
	Iteration 68Q: 3 clusters Score -1370544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370544.125000 Penalty: 4755.761719
	Iteration 69Q: 3 clusters Score -1370544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370544.125000 Penalty: 4755.761719
	Iteration 70F: 3 clusters Score -1370544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -188616.640625 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -188616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -186024.781250 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -186024.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -186515.843750 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -186515.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186630.140625 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -186630.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -186689.390625 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -186689.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -186720.937500 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -186720.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -186741.593750 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -186741.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -186756.484375 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -186756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -186766.593750 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -186766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -186775.796875 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -186775.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186782.781250 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -186782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186786.500000 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -186786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186791.046875 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -186791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -186794.125000 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -186794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -186800.156250 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -186800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186802.515625 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -186802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -186804.656250 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -186804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -186809.234375 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -186809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -186815.250000 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -186815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186823.437500 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -186823.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -186834.000000 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -186834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -186844.500000 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -186844.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186848.796875 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -186848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -186856.968750 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -186857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -186862.468750 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -186862.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -186867.171875 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -186867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -186872.343750 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -186872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -186874.609375 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -186874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -186876.687500 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -186876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -186878.125000 Penalty: 3781.811035
	Iteration 28Q: 3 clusters Score -186878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -186878.187500 Penalty: 3781.811035
	Iteration 29Q: 3 clusters Score -186878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -186878.093750 Penalty: 3781.811035
	Iteration 30Q: 3 clusters Score -186878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -186878.859375 Penalty: 3781.811035
	Iteration 31Q: 3 clusters Score -186878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -186879.750000 Penalty: 3781.811035
	Iteration 32Q: 3 clusters Score -186879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -186882.000000 Penalty: 3781.811035
	Iteration 33Q: 3 clusters Score -186882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -186885.734375 Penalty: 3781.811035
	Iteration 34Q: 3 clusters Score -186885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -186889.250000 Penalty: 3781.811035
	Iteration 35Q: 3 clusters Score -186889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186891.703125 Penalty: 3781.811035
	Iteration 36Q: 3 clusters Score -186891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186892.609375 Penalty: 3781.811035
	Iteration 37Q: 3 clusters Score -186892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186894.437500 Penalty: 3781.811035
	Iteration 38Q: 3 clusters Score -186894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -186897.859375 Penalty: 3781.811035
	Iteration 39Q: 3 clusters Score -186897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186903.390625 Penalty: 3781.811035
	Iteration 40F: 3 clusters Score -186903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -186906.046875 Penalty: 3781.811035
	Iteration 41Q: 3 clusters Score -186906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -186908.375000 Penalty: 3781.811035
	Iteration 42Q: 3 clusters Score -186908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186910.000000 Penalty: 3781.811035
	Iteration 43Q: 3 clusters Score -186910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -186911.875000 Penalty: 3781.811035
	Iteration 44Q: 3 clusters Score -186911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -186913.625000 Penalty: 3781.811035
	Iteration 45Q: 3 clusters Score -186913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -186914.281250 Penalty: 3781.811035
	Iteration 46Q: 3 clusters Score -186914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186915.156250 Penalty: 3781.811035
	Iteration 47Q: 3 clusters Score -186915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -186916.500000 Penalty: 3781.811035
	Iteration 48Q: 3 clusters Score -186916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -186917.281250 Penalty: 3781.811035
	Iteration 49Q: 3 clusters Score -186917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -186917.656250 Penalty: 3781.811035
	Iteration 50Q: 3 clusters Score -186917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -186917.656250 Penalty: 3781.811035
	Iteration 51F: 3 clusters Score -186917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Entering Unmasked Estep 
Score: -3891506.750000 Penalty: 2626.104492
	Iteration 0F: 2 clusters Score -3891507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3864643.750000 Penalty: 5252.208984
	Iteration 0F: 3 clusters Score -3864644 nChanged 18049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3874867.250000 Penalty: 5252.208984
	Iteration 1F: 3 clusters Score -3874867 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3875700.750000 Penalty: 5252.208984
	Iteration 2F: 3 clusters Score -3875701 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3876769.000000 Penalty: 5252.208984
	Iteration 3F: 3 clusters Score -3876769 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3878270.000000 Penalty: 5252.208984
	Iteration 4F: 3 clusters Score -3878270 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3880143.000000 Penalty: 5252.208984
	Iteration 5F: 3 clusters Score -3880143 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3882345.750000 Penalty: 5252.208984
	Iteration 6F: 3 clusters Score -3882346 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3884309.750000 Penalty: 5252.208984
	Iteration 7F: 3 clusters Score -3884310 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3885804.000000 Penalty: 5252.208984
	Iteration 8F: 3 clusters Score -3885804 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3886783.000000 Penalty: 5252.208984
	Iteration 9Q: 3 clusters Score -3886783 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3887315.000000 Penalty: 5252.208984
	Iteration 10Q: 3 clusters Score -3887315 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3887606.500000 Penalty: 5252.208984
	Iteration 11Q: 3 clusters Score -3887606 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3887795.750000 Penalty: 5252.208984
	Iteration 12Q: 3 clusters Score -3887796 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3887947.750000 Penalty: 5252.208984
	Iteration 13Q: 3 clusters Score -3887948 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3888076.750000 Penalty: 5252.208984
	Iteration 14Q: 3 clusters Score -3888077 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3888184.000000 Penalty: 5252.208984
	Iteration 15Q: 3 clusters Score -3888184 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3888267.250000 Penalty: 5252.208984
	Iteration 16Q: 3 clusters Score -3888267 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3888324.500000 Penalty: 5252.208984
	Iteration 17Q: 3 clusters Score -3888324 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3888408.750000 Penalty: 5252.208984
	Iteration 18Q: 3 clusters Score -3888409 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3888456.250000 Penalty: 5252.208984
	Iteration 19Q: 3 clusters Score -3888456 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3888522.750000 Penalty: 5252.208984
	Iteration 20F: 3 clusters Score -3888523 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3888566.750000 Penalty: 5252.208984
	Iteration 21Q: 3 clusters Score -3888567 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3888633.000000 Penalty: 5252.208984
	Iteration 22Q: 3 clusters Score -3888633 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3888666.250000 Penalty: 5252.208984
	Iteration 23Q: 3 clusters Score -3888666 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3888691.250000 Penalty: 5252.208984
	Iteration 24Q: 3 clusters Score -3888691 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3888721.500000 Penalty: 5252.208984
	Iteration 25Q: 3 clusters Score -3888722 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3888749.250000 Penalty: 5252.208984
	Iteration 26Q: 3 clusters Score -3888749 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3888755.750000 Penalty: 5252.208984
	Iteration 27Q: 3 clusters Score -3888756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3888784.250000 Penalty: 5252.208984
	Iteration 28Q: 3 clusters Score -3888784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3888807.500000 Penalty: 5252.208984
	Iteration 29Q: 3 clusters Score -3888808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3888846.500000 Penalty: 5252.208984
	Iteration 30Q: 3 clusters Score -3888846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3888847.750000 Penalty: 5252.208984
	Iteration 31Q: 3 clusters Score -3888848 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -3888895.000000 Penalty: 5252.208984
	Iteration 32Q: 3 clusters Score -3888895 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3888909.250000 Penalty: 5252.208984
	Iteration 33Q: 3 clusters Score -3888909 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3888924.250000 Penalty: 5252.208984
	Iteration 34Q: 3 clusters Score -3888924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3888948.250000 Penalty: 5252.208984
	Iteration 35Q: 3 clusters Score -3888948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3888977.500000 Penalty: 5252.208984
	Iteration 36Q: 3 clusters Score -3888978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3888994.000000 Penalty: 5252.208984
	Iteration 37Q: 3 clusters Score -3888994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3889014.250000 Penalty: 5252.208984
	Iteration 38Q: 3 clusters Score -3889014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3889018.000000 Penalty: 5252.208984
	Iteration 39Q: 3 clusters Score -3889018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -3889040.500000 Penalty: 5252.208984
	Iteration 40F: 3 clusters Score -3889040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3889043.250000 Penalty: 5252.208984
	Iteration 41Q: 3 clusters Score -3889043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3889052.000000 Penalty: 5252.208984
	Iteration 42Q: 3 clusters Score -3889052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3889057.000000 Penalty: 5252.208984
	Iteration 43Q: 3 clusters Score -3889057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3889062.000000 Penalty: 5252.208984
	Iteration 44Q: 3 clusters Score -3889062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3889073.250000 Penalty: 5252.208984
	Iteration 45Q: 3 clusters Score -3889073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -3889087.500000 Penalty: 5252.208984
	Iteration 46Q: 3 clusters Score -3889088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3889098.000000 Penalty: 5252.208984
	Iteration 47Q: 3 clusters Score -3889098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3889099.500000 Penalty: 5252.208984
	Iteration 48Q: 3 clusters Score -3889100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3889107.750000 Penalty: 5252.208984
	Iteration 49Q: 3 clusters Score -3889108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3889106.000000 Penalty: 5252.208984
	Iteration 50Q: 3 clusters Score -3889106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -3889118.250000 Penalty: 5252.208984
	Iteration 51Q: 3 clusters Score -3889118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -3889116.250000 Penalty: 5252.208984
	Iteration 52Q: 3 clusters Score -3889116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3889121.250000 Penalty: 5252.208984
	Iteration 53Q: 3 clusters Score -3889121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -3889123.750000 Penalty: 5252.208984
	Iteration 54Q: 3 clusters Score -3889124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3889136.750000 Penalty: 5252.208984
	Iteration 55Q: 3 clusters Score -3889137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3889142.000000 Penalty: 5252.208984
	Iteration 56Q: 3 clusters Score -3889142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3889162.750000 Penalty: 5252.208984
	Iteration 57Q: 3 clusters Score -3889163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -3889185.250000 Penalty: 5252.208984
	Iteration 58Q: 3 clusters Score -3889185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3889188.500000 Penalty: 5252.208984
	Iteration 59Q: 3 clusters Score -3889188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3889199.500000 Penalty: 5252.208984
	Iteration 60F: 3 clusters Score -3889200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3889197.250000 Penalty: 5252.208984
	Iteration 61Q: 3 clusters Score -3889197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3889214.750000 Penalty: 5252.208984
	Iteration 62Q: 3 clusters Score -3889215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3889224.750000 Penalty: 5252.208984
	Iteration 63Q: 3 clusters Score -3889225 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3889243.750000 Penalty: 5252.208984
	Iteration 64Q: 3 clusters Score -3889244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3889261.000000 Penalty: 5252.208984
	Iteration 65Q: 3 clusters Score -3889261 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3889285.750000 Penalty: 5252.208984
	Iteration 66Q: 3 clusters Score -3889286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3889294.000000 Penalty: 5252.208984
	Iteration 67Q: 3 clusters Score -3889294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3889335.750000 Penalty: 5252.208984
	Iteration 68Q: 3 clusters Score -3889336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3889368.750000 Penalty: 5252.208984
	Iteration 69Q: 3 clusters Score -3889369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3889400.000000 Penalty: 5252.208984
	Iteration 70Q: 3 clusters Score -3889400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -3889448.750000 Penalty: 5252.208984
	Iteration 71Q: 3 clusters Score -3889449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -3889473.250000 Penalty: 5252.208984
	Iteration 72Q: 3 clusters Score -3889473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -3889516.750000 Penalty: 5252.208984
	Iteration 73Q: 3 clusters Score -3889517 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3889551.000000 Penalty: 5252.208984
	Iteration 74Q: 3 clusters Score -3889551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -3889577.250000 Penalty: 5252.208984
	Iteration 75Q: 3 clusters Score -3889577 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -3889619.250000 Penalty: 5252.208984
	Iteration 76Q: 3 clusters Score -3889619 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -3889674.750000 Penalty: 5252.208984
	Iteration 77Q: 3 clusters Score -3889675 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3889699.500000 Penalty: 5252.208984
	Iteration 78Q: 3 clusters Score -3889700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -3889725.250000 Penalty: 5252.208984
	Iteration 79Q: 3 clusters Score -3889725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -3889775.500000 Penalty: 5252.208984
	Iteration 80F: 3 clusters Score -3889776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -3889797.000000 Penalty: 5252.208984
	Iteration 81Q: 3 clusters Score -3889797 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -3889824.250000 Penalty: 5252.208984
	Iteration 82Q: 3 clusters Score -3889824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3889841.000000 Penalty: 5252.208984
	Iteration 83Q: 3 clusters Score -3889841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -3889868.000000 Penalty: 5252.208984
	Iteration 84Q: 3 clusters Score -3889868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -3889878.250000 Penalty: 5252.208984
	Iteration 85Q: 3 clusters Score -3889878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -3889893.500000 Penalty: 5252.208984
	Iteration 86Q: 3 clusters Score -3889894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -3889908.250000 Penalty: 5252.208984
	Iteration 87Q: 3 clusters Score -3889908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3889925.250000 Penalty: 5252.208984
	Iteration 88Q: 3 clusters Score -3889925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -3889939.750000 Penalty: 5252.208984
	Iteration 89Q: 3 clusters Score -3889940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -3889948.000000 Penalty: 5252.208984
	Iteration 90Q: 3 clusters Score -3889948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -3889952.750000 Penalty: 5252.208984
	Iteration 91Q: 3 clusters Score -3889953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3889958.250000 Penalty: 5252.208984
	Iteration 92Q: 3 clusters Score -3889958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -3889977.250000 Penalty: 5252.208984
	Iteration 93Q: 3 clusters Score -3889977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3889982.250000 Penalty: 5252.208984
	Iteration 94Q: 3 clusters Score -3889982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3889986.500000 Penalty: 5252.208984
	Iteration 95Q: 3 clusters Score -3889986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3890006.500000 Penalty: 5252.208984
	Iteration 96Q: 3 clusters Score -3890006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3890010.750000 Penalty: 5252.208984
	Iteration 97Q: 3 clusters Score -3890011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -3890028.500000 Penalty: 5252.208984
	Iteration 98Q: 3 clusters Score -3890028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -3890032.500000 Penalty: 5252.208984
	Iteration 99Q: 3 clusters Score -3890032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -3890033.000000 Penalty: 5252.208984
	Iteration 100F: 3 clusters Score -3890033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -3890027.000000 Penalty: 5252.208984
	Iteration 101Q: 3 clusters Score -3890027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3890031.500000 Penalty: 5252.208984
	Iteration 102Q: 3 clusters Score -3890032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3890034.000000 Penalty: 5252.208984
	Iteration 103Q: 3 clusters Score -3890034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -3890038.500000 Penalty: 5252.208984
	Iteration 104Q: 3 clusters Score -3890038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3890034.500000 Penalty: 5252.208984
	Iteration 105Q: 3 clusters Score -3890034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3890039.750000 Penalty: 5252.208984
	Iteration 106Q: 3 clusters Score -3890040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3890041.500000 Penalty: 5252.208984
	Iteration 107Q: 3 clusters Score -3890042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -3890040.000000 Penalty: 5252.208984
	Iteration 108Q: 3 clusters Score -3890040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3890043.000000 Penalty: 5252.208984
	Iteration 109Q: 3 clusters Score -3890043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -3890042.250000 Penalty: 5252.208984
	Iteration 110Q: 3 clusters Score -3890042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -3890037.750000 Penalty: 5252.208984
	Iteration 111Q: 3 clusters Score -3890038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3890040.250000 Penalty: 5252.208984
	Iteration 112Q: 3 clusters Score -3890040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3890041.250000 Penalty: 5252.208984
	Iteration 113Q: 3 clusters Score -3890041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3890040.750000 Penalty: 5252.208984
	Iteration 114Q: 3 clusters Score -3890041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -3890045.250000 Penalty: 5252.208984
	Iteration 115Q: 3 clusters Score -3890045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3890044.250000 Penalty: 5252.208984
	Iteration 116Q: 3 clusters Score -3890044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3890041.500000 Penalty: 5252.208984
	Iteration 117Q: 3 clusters Score -3890042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3890039.000000 Penalty: 5252.208984
	Iteration 118Q: 3 clusters Score -3890039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -3890039.250000 Penalty: 5252.208984
	Iteration 119Q: 3 clusters Score -3890039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -3890044.250000 Penalty: 5252.208984
	Iteration 120F: 3 clusters Score -3890044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3890041.250000 Penalty: 5252.208984
	Iteration 121Q: 3 clusters Score -3890041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -3890047.750000 Penalty: 5252.208984
	Iteration 122Q: 3 clusters Score -3890048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -3890044.500000 Penalty: 5252.208984
	Iteration 123Q: 3 clusters Score -3890044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3890050.000000 Penalty: 5252.208984
	Iteration 124Q: 3 clusters Score -3890050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -3890050.000000 Penalty: 5252.208984
	Iteration 125Q: 3 clusters Score -3890050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -3890049.500000 Penalty: 5252.208984
	Iteration 126Q: 3 clusters Score -3890050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -3890049.500000 Penalty: 5252.208984
	Iteration 127F: 3 clusters Score -3890050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Entering Unmasked Estep 
Score: -6033030.500000 Penalty: 2728.727295
	Iteration 0F: 2 clusters Score -6033030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -5992686.500000 Penalty: 5457.454590
	Iteration 0F: 3 clusters Score -5992686 nChanged 27882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6008558.500000 Penalty: 5457.454590
	Iteration 1F: 3 clusters Score -6008558 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6009615.000000 Penalty: 5457.454590
	Iteration 2Q: 3 clusters Score -6009615 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -6011026.000000 Penalty: 5457.454590
	Iteration 3F: 3 clusters Score -6011026 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -6013210.000000 Penalty: 5457.454590
	Iteration 4F: 3 clusters Score -6013210 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -6016125.500000 Penalty: 5457.454590
	Iteration 5F: 3 clusters Score -6016126 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6019271.000000 Penalty: 5457.454590
	Iteration 6F: 3 clusters Score -6019271 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -6022292.000000 Penalty: 5457.454590
	Iteration 7F: 3 clusters Score -6022292 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -6024581.500000 Penalty: 5457.454590
	Iteration 8F: 3 clusters Score -6024582 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -6026360.500000 Penalty: 5457.454590
	Iteration 9Q: 3 clusters Score -6026360 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6027660.500000 Penalty: 5457.454590
	Iteration 10Q: 3 clusters Score -6027660 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6028530.500000 Penalty: 5457.454590
	Iteration 11Q: 3 clusters Score -6028530 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -6029212.000000 Penalty: 5457.454590
	Iteration 12Q: 3 clusters Score -6029212 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -6029668.500000 Penalty: 5457.454590
	Iteration 13Q: 3 clusters Score -6029668 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -6029997.500000 Penalty: 5457.454590
	Iteration 14Q: 3 clusters Score -6029998 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -6030251.500000 Penalty: 5457.454590
	Iteration 15Q: 3 clusters Score -6030252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -6030451.500000 Penalty: 5457.454590
	Iteration 16Q: 3 clusters Score -6030452 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -6030558.000000 Penalty: 5457.454590
	Iteration 17Q: 3 clusters Score -6030558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -6030629.500000 Penalty: 5457.454590
	Iteration 18Q: 3 clusters Score -6030630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -6030654.000000 Penalty: 5457.454590
	Iteration 19Q: 3 clusters Score -6030654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -6030674.000000 Penalty: 5457.454590
	Iteration 20F: 3 clusters Score -6030674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -6030702.000000 Penalty: 5457.454590
	Iteration 21Q: 3 clusters Score -6030702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -6030709.500000 Penalty: 5457.454590
	Iteration 22Q: 3 clusters Score -6030710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -6030728.500000 Penalty: 5457.454590
	Iteration 23Q: 3 clusters Score -6030728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -6030743.000000 Penalty: 5457.454590
	Iteration 24Q: 3 clusters Score -6030743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -6030741.000000 Penalty: 5457.454590
	Iteration 25Q: 3 clusters Score -6030741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -6030751.000000 Penalty: 5457.454590
	Iteration 26Q: 3 clusters Score -6030751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -6030766.000000 Penalty: 5457.454590
	Iteration 27Q: 3 clusters Score -6030766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -6030766.000000 Penalty: 5457.454590
	Iteration 28Q: 3 clusters Score -6030766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -6030777.000000 Penalty: 5457.454590
	Iteration 29Q: 3 clusters Score -6030777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -6030791.000000 Penalty: 5457.454590
	Iteration 30Q: 3 clusters Score -6030791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -6030792.500000 Penalty: 5457.454590
	Iteration 31Q: 3 clusters Score -6030792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -6030789.500000 Penalty: 5457.454590
	Iteration 32Q: 3 clusters Score -6030790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -6030789.000000 Penalty: 5457.454590
	Iteration 33Q: 3 clusters Score -6030789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -6030795.000000 Penalty: 5457.454590
	Iteration 34Q: 3 clusters Score -6030795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -6030791.500000 Penalty: 5457.454590
	Iteration 35Q: 3 clusters Score -6030792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -6030788.000000 Penalty: 5457.454590
	Iteration 36Q: 3 clusters Score -6030788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -6030789.500000 Penalty: 5457.454590
	Iteration 37Q: 3 clusters Score -6030790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -6030797.000000 Penalty: 5457.454590
	Iteration 38Q: 3 clusters Score -6030797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -6030802.500000 Penalty: 5457.454590
	Iteration 39Q: 3 clusters Score -6030802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -6030792.000000 Penalty: 5457.454590
	Iteration 40F: 3 clusters Score -6030792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -6030793.500000 Penalty: 5457.454590
	Iteration 41Q: 3 clusters Score -6030794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -6030795.000000 Penalty: 5457.454590
	Iteration 42Q: 3 clusters Score -6030795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -6030790.000000 Penalty: 5457.454590
	Iteration 43Q: 3 clusters Score -6030790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -6030791.000000 Penalty: 5457.454590
	Iteration 44Q: 3 clusters Score -6030791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -6030788.000000 Penalty: 5457.454590
	Iteration 45Q: 3 clusters Score -6030788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -6030787.000000 Penalty: 5457.454590
	Iteration 46Q: 3 clusters Score -6030787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -6030790.000000 Penalty: 5457.454590
	Iteration 47Q: 3 clusters Score -6030790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -6030791.000000 Penalty: 5457.454590
	Iteration 48Q: 3 clusters Score -6030791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -6030788.000000 Penalty: 5457.454590
	Iteration 49Q: 3 clusters Score -6030788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -6030798.500000 Penalty: 5457.454590
	Iteration 50Q: 3 clusters Score -6030798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -6030798.000000 Penalty: 5457.454590
	Iteration 51Q: 3 clusters Score -6030798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -6030793.000000 Penalty: 5457.454590
	Iteration 52Q: 3 clusters Score -6030793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -6030800.500000 Penalty: 5457.454590
	Iteration 53Q: 3 clusters Score -6030800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -6030810.000000 Penalty: 5457.454590
	Iteration 54Q: 3 clusters Score -6030810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6030815.500000 Penalty: 5457.454590
	Iteration 55Q: 3 clusters Score -6030816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -6030810.500000 Penalty: 5457.454590
	Iteration 56Q: 3 clusters Score -6030810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -6030814.000000 Penalty: 5457.454590
	Iteration 57Q: 3 clusters Score -6030814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6030818.000000 Penalty: 5457.454590
	Iteration 58Q: 3 clusters Score -6030818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -6030825.500000 Penalty: 5457.454590
	Iteration 59Q: 3 clusters Score -6030826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -6030822.000000 Penalty: 5457.454590
	Iteration 60F: 3 clusters Score -6030822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -6030828.500000 Penalty: 5457.454590
	Iteration 61Q: 3 clusters Score -6030828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -6030829.500000 Penalty: 5457.454590
	Iteration 62Q: 3 clusters Score -6030830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -6030826.000000 Penalty: 5457.454590
	Iteration 63Q: 3 clusters Score -6030826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -6030826.000000 Penalty: 5457.454590
	Iteration 64Q: 3 clusters Score -6030826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -6030826.000000 Penalty: 5457.454590
	Iteration 65F: 3 clusters Score -6030826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -660866.125000 Penalty: 2192.392090
	Iteration 0F: 2 clusters Score -660866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -655151.125000 Penalty: 4384.784180
	Iteration 0F: 3 clusters Score -655151.1 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -656682.000000 Penalty: 4384.784180
	Iteration 1F: 3 clusters Score -656682 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -656931.000000 Penalty: 4384.784180
	Iteration 2F: 3 clusters Score -656931 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -657117.687500 Penalty: 4384.784180
	Iteration 3F: 3 clusters Score -657117.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -657233.187500 Penalty: 4384.784180
	Iteration 4Q: 3 clusters Score -657233.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -657324.187500 Penalty: 4384.784180
	Iteration 5Q: 3 clusters Score -657324.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -657407.125000 Penalty: 4384.784180
	Iteration 6Q: 3 clusters Score -657407.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -657498.312500 Penalty: 4384.784180
	Iteration 7Q: 3 clusters Score -657498.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -657587.437500 Penalty: 4384.784180
	Iteration 8Q: 3 clusters Score -657587.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -657690.812500 Penalty: 4384.784180
	Iteration 9Q: 3 clusters Score -657690.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -657804.125000 Penalty: 4384.784180
	Iteration 10Q: 3 clusters Score -657804.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -657908.750000 Penalty: 4384.784180
	Iteration 11Q: 3 clusters Score -657908.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -658035.125000 Penalty: 4384.784180
	Iteration 12Q: 3 clusters Score -658035.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -658168.937500 Penalty: 4384.784180
	Iteration 13Q: 3 clusters Score -658168.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -658274.937500 Penalty: 4384.784180
	Iteration 14Q: 3 clusters Score -658274.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -658385.875000 Penalty: 4384.784180
	Iteration 15Q: 3 clusters Score -658385.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -658501.062500 Penalty: 4384.784180
	Iteration 16Q: 3 clusters Score -658501.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -658595.562500 Penalty: 4384.784180
	Iteration 17Q: 3 clusters Score -658595.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -658667.500000 Penalty: 4384.784180
	Iteration 18Q: 3 clusters Score -658667.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -658735.500000 Penalty: 4384.784180
	Iteration 19Q: 3 clusters Score -658735.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -658817.125000 Penalty: 4384.784180
	Iteration 20F: 3 clusters Score -658817.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -658891.625000 Penalty: 4384.784180
	Iteration 21Q: 3 clusters Score -658891.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -658947.187500 Penalty: 4384.784180
	Iteration 22Q: 3 clusters Score -658947.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -658982.687500 Penalty: 4384.784180
	Iteration 23Q: 3 clusters Score -658982.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -659000.500000 Penalty: 4384.784180
	Iteration 24Q: 3 clusters Score -659000.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -659016.375000 Penalty: 4384.784180
	Iteration 25Q: 3 clusters Score -659016.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -659032.000000 Penalty: 4384.784180
	Iteration 26Q: 3 clusters Score -659032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -659040.812500 Penalty: 4384.784180
	Iteration 27Q: 3 clusters Score -659040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -659051.062500 Penalty: 4384.784180
	Iteration 28Q: 3 clusters Score -659051.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -659061.250000 Penalty: 4384.784180
	Iteration 29Q: 3 clusters Score -659061.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -659073.375000 Penalty: 4384.784180
	Iteration 30Q: 3 clusters Score -659073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -659085.937500 Penalty: 4384.784180
	Iteration 31Q: 3 clusters Score -659085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -659098.500000 Penalty: 4384.784180
	Iteration 32Q: 3 clusters Score -659098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -659108.937500 Penalty: 4384.784180
	Iteration 33Q: 3 clusters Score -659108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -659113.875000 Penalty: 4384.784180
	Iteration 34Q: 3 clusters Score -659113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -659117.312500 Penalty: 4384.784180
	Iteration 35Q: 3 clusters Score -659117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -659118.062500 Penalty: 4384.784180
	Iteration 36Q: 3 clusters Score -659118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -659118.062500 Penalty: 4384.784180
	Iteration 37F: 3 clusters Score -659118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Entering Unmasked Estep 
Score: -1422833.500000 Penalty: 2393.347168
	Iteration 0F: 2 clusters Score -1422834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1411716.000000 Penalty: 4786.694336
	Iteration 0F: 3 clusters Score -1411716 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1415356.750000 Penalty: 4786.694336
	Iteration 1F: 3 clusters Score -1415357 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1416005.750000 Penalty: 4786.694336
	Iteration 2F: 3 clusters Score -1416006 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1416621.250000 Penalty: 4786.694336
	Iteration 3F: 3 clusters Score -1416621 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1417169.875000 Penalty: 4786.694336
	Iteration 4F: 3 clusters Score -1417170 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1417679.500000 Penalty: 4786.694336
	Iteration 5F: 3 clusters Score -1417680 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1418113.500000 Penalty: 4786.694336
	Iteration 6F: 3 clusters Score -1418114 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1418541.375000 Penalty: 4786.694336
	Iteration 7Q: 3 clusters Score -1418541 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1418971.375000 Penalty: 4786.694336
	Iteration 8Q: 3 clusters Score -1418971 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1419373.500000 Penalty: 4786.694336
	Iteration 9Q: 3 clusters Score -1419374 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1419758.750000 Penalty: 4786.694336
	Iteration 10Q: 3 clusters Score -1419759 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1420102.125000 Penalty: 4786.694336
	Iteration 11Q: 3 clusters Score -1420102 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1420381.250000 Penalty: 4786.694336
	Iteration 12Q: 3 clusters Score -1420381 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1420594.000000 Penalty: 4786.694336
	Iteration 13Q: 3 clusters Score -1420594 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1420760.625000 Penalty: 4786.694336
	Iteration 14Q: 3 clusters Score -1420761 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1420875.625000 Penalty: 4786.694336
	Iteration 15Q: 3 clusters Score -1420876 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1420966.625000 Penalty: 4786.694336
	Iteration 16Q: 3 clusters Score -1420967 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1421050.000000 Penalty: 4786.694336
	Iteration 17Q: 3 clusters Score -1421050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1421125.625000 Penalty: 4786.694336
	Iteration 18Q: 3 clusters Score -1421126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1421193.125000 Penalty: 4786.694336
	Iteration 19Q: 3 clusters Score -1421193 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1421257.000000 Penalty: 4786.694336
	Iteration 20F: 3 clusters Score -1421257 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1421328.125000 Penalty: 4786.694336
	Iteration 21Q: 3 clusters Score -1421328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1421370.625000 Penalty: 4786.694336
	Iteration 22Q: 3 clusters Score -1421371 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1421429.500000 Penalty: 4786.694336
	Iteration 23Q: 3 clusters Score -1421430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1421470.625000 Penalty: 4786.694336
	Iteration 24Q: 3 clusters Score -1421471 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1421502.250000 Penalty: 4786.694336
	Iteration 25Q: 3 clusters Score -1421502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1421533.375000 Penalty: 4786.694336
	Iteration 26Q: 3 clusters Score -1421533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1421556.625000 Penalty: 4786.694336
	Iteration 27Q: 3 clusters Score -1421557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1421581.000000 Penalty: 4786.694336
	Iteration 28Q: 3 clusters Score -1421581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1421608.500000 Penalty: 4786.694336
	Iteration 29Q: 3 clusters Score -1421608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1421629.500000 Penalty: 4786.694336
	Iteration 30Q: 3 clusters Score -1421630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1421649.250000 Penalty: 4786.694336
	Iteration 31Q: 3 clusters Score -1421649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1421675.125000 Penalty: 4786.694336
	Iteration 32Q: 3 clusters Score -1421675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1421700.875000 Penalty: 4786.694336
	Iteration 33Q: 3 clusters Score -1421701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1421738.750000 Penalty: 4786.694336
	Iteration 34Q: 3 clusters Score -1421739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1421784.875000 Penalty: 4786.694336
	Iteration 35Q: 3 clusters Score -1421785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1421816.250000 Penalty: 4786.694336
	Iteration 36Q: 3 clusters Score -1421816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1421839.500000 Penalty: 4786.694336
	Iteration 37Q: 3 clusters Score -1421840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1421860.875000 Penalty: 4786.694336
	Iteration 38Q: 3 clusters Score -1421861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1421883.625000 Penalty: 4786.694336
	Iteration 39Q: 3 clusters Score -1421884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1421906.625000 Penalty: 4786.694336
	Iteration 40F: 3 clusters Score -1421907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1421936.500000 Penalty: 4786.694336
	Iteration 41Q: 3 clusters Score -1421936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1421951.750000 Penalty: 4786.694336
	Iteration 42Q: 3 clusters Score -1421952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1421971.625000 Penalty: 4786.694336
	Iteration 43Q: 3 clusters Score -1421972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1421989.500000 Penalty: 4786.694336
	Iteration 44Q: 3 clusters Score -1421990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1421992.375000 Penalty: 4786.694336
	Iteration 45Q: 3 clusters Score -1421992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1422005.750000 Penalty: 4786.694336
	Iteration 46Q: 3 clusters Score -1422006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1422011.000000 Penalty: 4786.694336
	Iteration 47Q: 3 clusters Score -1422011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1422014.125000 Penalty: 4786.694336
	Iteration 48Q: 3 clusters Score -1422014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1422018.625000 Penalty: 4786.694336
	Iteration 49Q: 3 clusters Score -1422019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1422020.750000 Penalty: 4786.694336
	Iteration 50Q: 3 clusters Score -1422021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1422026.750000 Penalty: 4786.694336
	Iteration 51Q: 3 clusters Score -1422027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1422028.625000 Penalty: 4786.694336
	Iteration 52Q: 3 clusters Score -1422029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1422031.500000 Penalty: 4786.694336
	Iteration 53Q: 3 clusters Score -1422032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1422037.375000 Penalty: 4786.694336
	Iteration 54Q: 3 clusters Score -1422037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1422038.625000 Penalty: 4786.694336
	Iteration 55Q: 3 clusters Score -1422039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1422041.000000 Penalty: 4786.694336
	Iteration 56Q: 3 clusters Score -1422041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1422044.375000 Penalty: 4786.694336
	Iteration 57Q: 3 clusters Score -1422044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1422050.250000 Penalty: 4786.694336
	Iteration 58Q: 3 clusters Score -1422050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1422055.625000 Penalty: 4786.694336
	Iteration 59Q: 3 clusters Score -1422056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1422056.875000 Penalty: 4786.694336
	Iteration 60F: 3 clusters Score -1422057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1422058.000000 Penalty: 4786.694336
	Iteration 61Q: 3 clusters Score -1422058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1422059.875000 Penalty: 4786.694336
	Iteration 62Q: 3 clusters Score -1422060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1422061.250000 Penalty: 4786.694336
	Iteration 63Q: 3 clusters Score -1422061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1422067.625000 Penalty: 4786.694336
	Iteration 64Q: 3 clusters Score -1422068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1422065.500000 Penalty: 4786.694336
	Iteration 65Q: 3 clusters Score -1422066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1422062.000000 Penalty: 4786.694336
	Iteration 66Q: 3 clusters Score -1422062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1422066.000000 Penalty: 4786.694336
	Iteration 67Q: 3 clusters Score -1422066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1422066.000000 Penalty: 4786.694336
	Iteration 68F: 3 clusters Score -1422066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -201928.875000 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -201928.9 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 1287 members 
Entering Unmasked Estep 
Score: -198992.906250 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -198992.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -199756.265625 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -199756.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -200153.234375 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -200153.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -200456.406250 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -200456.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -200665.312500 Penalty: 3890.549072
	Iteration 4F: 3 clusters Score -200665.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -200824.140625 Penalty: 3890.549072
	Iteration 5F: 3 clusters Score -200824.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -200929.500000 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -200929.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -201009.265625 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -201009.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -201069.765625 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -201069.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -201123.046875 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -201123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -201164.843750 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -201164.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -201184.703125 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -201184.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -201195.000000 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -201195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -201202.828125 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -201202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -201207.437500 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -201207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -201210.656250 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -201210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -201214.046875 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -201214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -201217.625000 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -201217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -201217.687500 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -201217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -201217.687500 Penalty: 3890.549072
	Iteration 19F: 3 clusters Score -201217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -185004.703125 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -185004.7 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 1072 members 
Entering Unmasked Estep 
Score: -182314.906250 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -182314.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -182845.125000 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -182845.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -183019.031250 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -183019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -183116.343750 Penalty: 3790.692139
	Iteration 3Q: 3 clusters Score -183116.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -183178.015625 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -183178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -183246.062500 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -183246.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -183302.203125 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -183302.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -183372.609375 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -183372.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -183477.953125 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -183478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -183580.296875 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -183580.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -183687.218750 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -183687.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -183782.375000 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -183782.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -183875.406250 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -183875.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -183947.687500 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -183947.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184024.500000 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -184024.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -184079.000000 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -184079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -184113.375000 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -184113.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -184144.343750 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -184144.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -184173.953125 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -184174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -184187.734375 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -184187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -184202.312500 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -184202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -184209.546875 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -184209.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -184219.125000 Penalty: 3790.692139
	Iteration 22Q: 3 clusters Score -184219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -184225.343750 Penalty: 3790.692139
	Iteration 23Q: 3 clusters Score -184225.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -184234.421875 Penalty: 3790.692139
	Iteration 24Q: 3 clusters Score -184234.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -184244.093750 Penalty: 3790.692139
	Iteration 25Q: 3 clusters Score -184244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -184253.343750 Penalty: 3790.692139
	Iteration 26Q: 3 clusters Score -184253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -184260.625000 Penalty: 3790.692139
	Iteration 27Q: 3 clusters Score -184260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -184266.687500 Penalty: 3790.692139
	Iteration 28Q: 3 clusters Score -184266.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -184273.062500 Penalty: 3790.692139
	Iteration 29Q: 3 clusters Score -184273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -184283.578125 Penalty: 3790.692139
	Iteration 30Q: 3 clusters Score -184283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -184299.718750 Penalty: 3790.692139
	Iteration 31Q: 3 clusters Score -184299.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -184317.281250 Penalty: 3790.692139
	Iteration 32Q: 3 clusters Score -184317.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -184332.625000 Penalty: 3790.692139
	Iteration 33Q: 3 clusters Score -184332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -184343.343750 Penalty: 3790.692139
	Iteration 34Q: 3 clusters Score -184343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -184348.031250 Penalty: 3790.692139
	Iteration 35Q: 3 clusters Score -184348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184353.312500 Penalty: 3790.692139
	Iteration 36Q: 3 clusters Score -184353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184354.312500 Penalty: 3790.692139
	Iteration 37Q: 3 clusters Score -184354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184354.312500 Penalty: 3790.692139
	Iteration 38F: 3 clusters Score -184354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Entering Unmasked Estep 
Score: -956356.250000 Penalty: 2283.593262
	Iteration 0F: 2 clusters Score -956356.2 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 5001 members 
Entering Unmasked Estep 
Score: -948674.875000 Penalty: 4567.186523
	Iteration 0F: 3 clusters Score -948674.9 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -950855.625000 Penalty: 4567.186523
	Iteration 1F: 3 clusters Score -950855.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -951140.062500 Penalty: 4567.186523
	Iteration 2F: 3 clusters Score -951140.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -951337.562500 Penalty: 4567.186523
	Iteration 3Q: 3 clusters Score -951337.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -951482.062500 Penalty: 4567.186523
	Iteration 4Q: 3 clusters Score -951482.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -951618.750000 Penalty: 4567.186523
	Iteration 5Q: 3 clusters Score -951618.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -951729.625000 Penalty: 4567.186523
	Iteration 6Q: 3 clusters Score -951729.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -951819.812500 Penalty: 4567.186523
	Iteration 7Q: 3 clusters Score -951819.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -951915.000000 Penalty: 4567.186523
	Iteration 8Q: 3 clusters Score -951915 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -952014.437500 Penalty: 4567.186523
	Iteration 9Q: 3 clusters Score -952014.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -952133.937500 Penalty: 4567.186523
	Iteration 10Q: 3 clusters Score -952133.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -952272.062500 Penalty: 4567.186523
	Iteration 11Q: 3 clusters Score -952272.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -952407.187500 Penalty: 4567.186523
	Iteration 12Q: 3 clusters Score -952407.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -952556.125000 Penalty: 4567.186523
	Iteration 13Q: 3 clusters Score -952556.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -952703.375000 Penalty: 4567.186523
	Iteration 14Q: 3 clusters Score -952703.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -952866.875000 Penalty: 4567.186523
	Iteration 15Q: 3 clusters Score -952866.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -953036.375000 Penalty: 4567.186523
	Iteration 16Q: 3 clusters Score -953036.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -953196.875000 Penalty: 4567.186523
	Iteration 17Q: 3 clusters Score -953196.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -953337.562500 Penalty: 4567.186523
	Iteration 18Q: 3 clusters Score -953337.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -953485.000000 Penalty: 4567.186523
	Iteration 19Q: 3 clusters Score -953485 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -953634.062500 Penalty: 4567.186523
	Iteration 20F: 3 clusters Score -953634.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -953788.125000 Penalty: 4567.186523
	Iteration 21Q: 3 clusters Score -953788.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -953941.562500 Penalty: 4567.186523
	Iteration 22Q: 3 clusters Score -953941.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -954106.562500 Penalty: 4567.186523
	Iteration 23Q: 3 clusters Score -954106.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -954260.562500 Penalty: 4567.186523
	Iteration 24Q: 3 clusters Score -954260.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -954378.500000 Penalty: 4567.186523
	Iteration 25Q: 3 clusters Score -954378.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -954482.687500 Penalty: 4567.186523
	Iteration 26Q: 3 clusters Score -954482.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -954576.937500 Penalty: 4567.186523
	Iteration 27Q: 3 clusters Score -954576.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -954653.750000 Penalty: 4567.186523
	Iteration 28Q: 3 clusters Score -954653.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -954724.437500 Penalty: 4567.186523
	Iteration 29Q: 3 clusters Score -954724.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -954776.750000 Penalty: 4567.186523
	Iteration 30Q: 3 clusters Score -954776.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -954814.000000 Penalty: 4567.186523
	Iteration 31Q: 3 clusters Score -954814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -954842.812500 Penalty: 4567.186523
	Iteration 32Q: 3 clusters Score -954842.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -954869.000000 Penalty: 4567.186523
	Iteration 33Q: 3 clusters Score -954869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -954895.562500 Penalty: 4567.186523
	Iteration 34Q: 3 clusters Score -954895.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -954917.312500 Penalty: 4567.186523
	Iteration 35Q: 3 clusters Score -954917.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -954938.187500 Penalty: 4567.186523
	Iteration 36Q: 3 clusters Score -954938.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -954959.062500 Penalty: 4567.186523
	Iteration 37Q: 3 clusters Score -954959.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -954965.375000 Penalty: 4567.186523
	Iteration 38Q: 3 clusters Score -954965.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -954973.250000 Penalty: 4567.186523
	Iteration 39Q: 3 clusters Score -954973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -954975.750000 Penalty: 4567.186523
	Iteration 40F: 3 clusters Score -954975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -954977.187500 Penalty: 4567.186523
	Iteration 41Q: 3 clusters Score -954977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -954981.687500 Penalty: 4567.186523
	Iteration 42Q: 3 clusters Score -954981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -954982.312500 Penalty: 4567.186523
	Iteration 43Q: 3 clusters Score -954982.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -954984.375000 Penalty: 4567.186523
	Iteration 44Q: 3 clusters Score -954984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -954984.062500 Penalty: 4567.186523
	Iteration 45Q: 3 clusters Score -954984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -954985.812500 Penalty: 4567.186523
	Iteration 46Q: 3 clusters Score -954985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -954984.812500 Penalty: 4567.186523
	Iteration 47Q: 3 clusters Score -954984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -954984.812500 Penalty: 4567.186523
	Iteration 48F: 3 clusters Score -954984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Entering Unmasked Estep 
Score: -1549798.750000 Penalty: 2400.275391
	Iteration 0F: 2 clusters Score -1549799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1538330.500000 Penalty: 4800.550781
	Iteration 0F: 3 clusters Score -1538330 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1542073.000000 Penalty: 4800.550781
	Iteration 1F: 3 clusters Score -1542073 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1542510.750000 Penalty: 4800.550781
	Iteration 2F: 3 clusters Score -1542511 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1542889.000000 Penalty: 4800.550781
	Iteration 3F: 3 clusters Score -1542889 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1543243.625000 Penalty: 4800.550781
	Iteration 4Q: 3 clusters Score -1543244 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1543654.750000 Penalty: 4800.550781
	Iteration 5Q: 3 clusters Score -1543655 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1544162.875000 Penalty: 4800.550781
	Iteration 6Q: 3 clusters Score -1544163 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1544687.125000 Penalty: 4800.550781
	Iteration 7Q: 3 clusters Score -1544687 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1545221.000000 Penalty: 4800.550781
	Iteration 8F: 3 clusters Score -1545221 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1545683.625000 Penalty: 4800.550781
	Iteration 9Q: 3 clusters Score -1545684 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1546024.625000 Penalty: 4800.550781
	Iteration 10Q: 3 clusters Score -1546025 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1546300.750000 Penalty: 4800.550781
	Iteration 11Q: 3 clusters Score -1546301 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1546478.000000 Penalty: 4800.550781
	Iteration 12Q: 3 clusters Score -1546478 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1546596.000000 Penalty: 4800.550781
	Iteration 13Q: 3 clusters Score -1546596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1546675.000000 Penalty: 4800.550781
	Iteration 14Q: 3 clusters Score -1546675 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1546736.125000 Penalty: 4800.550781
	Iteration 15Q: 3 clusters Score -1546736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1546776.500000 Penalty: 4800.550781
	Iteration 16Q: 3 clusters Score -1546776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1546809.875000 Penalty: 4800.550781
	Iteration 17Q: 3 clusters Score -1546810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1546838.375000 Penalty: 4800.550781
	Iteration 18Q: 3 clusters Score -1546838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1546859.000000 Penalty: 4800.550781
	Iteration 19Q: 3 clusters Score -1546859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1546885.500000 Penalty: 4800.550781
	Iteration 20F: 3 clusters Score -1546886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1546911.875000 Penalty: 4800.550781
	Iteration 21Q: 3 clusters Score -1546912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1546934.500000 Penalty: 4800.550781
	Iteration 22Q: 3 clusters Score -1546934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1546960.625000 Penalty: 4800.550781
	Iteration 23Q: 3 clusters Score -1546961 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1546986.625000 Penalty: 4800.550781
	Iteration 24Q: 3 clusters Score -1546987 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1547002.125000 Penalty: 4800.550781
	Iteration 25Q: 3 clusters Score -1547002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1547026.375000 Penalty: 4800.550781
	Iteration 26Q: 3 clusters Score -1547026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1547056.000000 Penalty: 4800.550781
	Iteration 27Q: 3 clusters Score -1547056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1547087.625000 Penalty: 4800.550781
	Iteration 28Q: 3 clusters Score -1547088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1547113.500000 Penalty: 4800.550781
	Iteration 29Q: 3 clusters Score -1547114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1547145.500000 Penalty: 4800.550781
	Iteration 30Q: 3 clusters Score -1547146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1547177.000000 Penalty: 4800.550781
	Iteration 31Q: 3 clusters Score -1547177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1547206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1547229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1547265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1547280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1547309.250000 Penalty: 4800.550781
	Iteration 36Q: 3 clusters Score -1547309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1547339.000000 Penalty: 4800.550781
	Iteration 37Q: 3 clusters Score -1547339 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1547362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1547389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1547405.250000 Penalty: 4800.550781
	Iteration 40F: 3 clusters Score -1547405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1547426 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1547449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1547462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1547476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1547484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1547500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1547504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1547511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1547517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1547520.500000 Penalty: 4800.550781
	Iteration 50Q: 3 clusters Score -1547520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1547526.625000 Penalty: 4800.550781
	Iteration 51Q: 3 clusters Score -1547527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1547526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1547528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1547530.375000 Penalty: 4800.550781
	Iteration 54Q: 3 clusters Score -1547530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1547536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1547537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1547542.500000 Penalty: 4800.550781
	Iteration 57Q: 3 clusters Score -1547542 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1547544.500000 Penalty: 4800.550781
	Iteration 58Q: 3 clusters Score -1547544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1547549.000000 Penalty: 4800.550781
	Iteration 59Q: 3 clusters Score -1547549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1547551.500000 Penalty: 4800.550781
	Iteration 60F: 3 clusters Score -1547552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1547554.000000 Penalty: 4800.550781
	Iteration 61Q: 3 clusters Score -1547554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4840 members 
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	Iteration 62Q: 3 clusters Score -1547555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1547556.750000 Penalty: 4800.550781
	Iteration 63Q: 3 clusters Score -1547557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1547554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4801 members 
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	Iteration 65Q: 3 clusters Score -1547558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1547561.875000 Penalty: 4800.550781
	Iteration 66Q: 3 clusters Score -1547562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1547565.000000 Penalty: 4800.550781
	Iteration 67Q: 3 clusters Score -1547565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1547571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1547570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4740 members 
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Score: -1547572.000000 Penalty: 4800.550781
	Iteration 70Q: 3 clusters Score -1547572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1547571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4731 members 
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	Iteration 72Q: 3 clusters Score -1547571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1547570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1547572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1547579.125000 Penalty: 4800.550781
	Iteration 75Q: 3 clusters Score -1547579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1547580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1547581.750000 Penalty: 4800.550781
	Iteration 77Q: 3 clusters Score -1547582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1547583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1547584.375000 Penalty: 4800.550781
	Iteration 79Q: 3 clusters Score -1547584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1547586.125000 Penalty: 4800.550781
	Iteration 80F: 3 clusters Score -1547586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 4612 members 
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	Iteration 81Q: 3 clusters Score -1547582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1547587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1547586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1547588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1547589.000000 Penalty: 4800.550781
	Iteration 85Q: 3 clusters Score -1547589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1547591.375000 Penalty: 4800.550781
	Iteration 86Q: 3 clusters Score -1547591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1547590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4570 members 
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	Iteration 88Q: 3 clusters Score -1547590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1547588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4560 members 
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	Iteration 90Q: 3 clusters Score -1547590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4557 members 
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	Iteration 91Q: 3 clusters Score -1547593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4554 members 
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	Iteration 92Q: 3 clusters Score -1547594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1547592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1547594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1547596.875000 Penalty: 4800.550781
	Iteration 95Q: 3 clusters Score -1547597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4506 members 
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	Iteration 96Q: 3 clusters Score -1547599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1547598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1547601.500000 Penalty: 4800.550781
	Iteration 98Q: 3 clusters Score -1547602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1547601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1547609.125000 Penalty: 4800.550781
	Iteration 100F: 3 clusters Score -1547609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1547613.250000 Penalty: 4800.550781
	Iteration 101Q: 3 clusters Score -1547613 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11570 members 
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	Iteration 102Q: 3 clusters Score -1547610 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1547614.000000 Penalty: 4800.550781
	Iteration 103Q: 3 clusters Score -1547614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1547613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1547620.625000 Penalty: 4800.550781
	Iteration 105Q: 3 clusters Score -1547621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1547623.625000 Penalty: 4800.550781
	Iteration 106Q: 3 clusters Score -1547624 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1547628.000000 Penalty: 4800.550781
	Iteration 107Q: 3 clusters Score -1547628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4327 members 
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	Iteration 108Q: 3 clusters Score -1547626 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1547629.000000 Penalty: 4800.550781
	Iteration 109Q: 3 clusters Score -1547629 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4298 members 
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	Iteration 110Q: 3 clusters Score -1547630 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1547636 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4268 members 
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	Iteration 112Q: 3 clusters Score -1547638 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1547639 nChanged 14
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Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1547645 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 4223 members 
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	Iteration 115Q: 3 clusters Score -1547642 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1547645 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4190 members 
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	Iteration 117Q: 3 clusters Score -1547648 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1547651 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1547647 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1547648 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1547652 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1547651 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4144 members 
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	Iteration 123Q: 3 clusters Score -1547652 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1547650 nChanged 3
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Entering Unmasked Estep 
Score: -1547650.625000 Penalty: 4800.550781
	Iteration 125Q: 3 clusters Score -1547651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1547653.500000 Penalty: 4800.550781
	Iteration 126Q: 3 clusters Score -1547654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1547652.875000 Penalty: 4800.550781
	Iteration 127Q: 3 clusters Score -1547653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1547656.000000 Penalty: 4800.550781
	Iteration 128Q: 3 clusters Score -1547656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1547661.000000 Penalty: 4800.550781
	Iteration 129Q: 3 clusters Score -1547661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1547663.000000 Penalty: 4800.550781
	Iteration 130Q: 3 clusters Score -1547663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1547666.750000 Penalty: 4800.550781
	Iteration 131Q: 3 clusters Score -1547667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1547665.500000 Penalty: 4800.550781
	Iteration 132Q: 3 clusters Score -1547666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1547668.500000 Penalty: 4800.550781
	Iteration 133Q: 3 clusters Score -1547668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1547668.750000 Penalty: 4800.550781
	Iteration 134Q: 3 clusters Score -1547669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1547667.250000 Penalty: 4800.550781
	Iteration 135Q: 3 clusters Score -1547667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1547667.750000 Penalty: 4800.550781
	Iteration 136Q: 3 clusters Score -1547668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1547667.375000 Penalty: 4800.550781
	Iteration 137Q: 3 clusters Score -1547667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1547673.750000 Penalty: 4800.550781
	Iteration 138Q: 3 clusters Score -1547674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1547672.375000 Penalty: 4800.550781
	Iteration 139Q: 3 clusters Score -1547672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1547678.375000 Penalty: 4800.550781
	Iteration 140F: 3 clusters Score -1547678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1547678.750000 Penalty: 4800.550781
	Iteration 141Q: 3 clusters Score -1547679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1547682.125000 Penalty: 4800.550781
	Iteration 142Q: 3 clusters Score -1547682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1547681.000000 Penalty: 4800.550781
	Iteration 143Q: 3 clusters Score -1547681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1547687.875000 Penalty: 4800.550781
	Iteration 144Q: 3 clusters Score -1547688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1547688.250000 Penalty: 4800.550781
	Iteration 145Q: 3 clusters Score -1547688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1547693.125000 Penalty: 4800.550781
	Iteration 146Q: 3 clusters Score -1547693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1547693.375000 Penalty: 4800.550781
	Iteration 147Q: 3 clusters Score -1547693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1547692.125000 Penalty: 4800.550781
	Iteration 148Q: 3 clusters Score -1547692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1547696.875000 Penalty: 4800.550781
	Iteration 149Q: 3 clusters Score -1547697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1547696.500000 Penalty: 4800.550781
	Iteration 150Q: 3 clusters Score -1547696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1547695.625000 Penalty: 4800.550781
	Iteration 151Q: 3 clusters Score -1547696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1547700.500000 Penalty: 4800.550781
	Iteration 152Q: 3 clusters Score -1547700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1547699.375000 Penalty: 4800.550781
	Iteration 153Q: 3 clusters Score -1547699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1547699.375000 Penalty: 4800.550781
	Iteration 154Q: 3 clusters Score -1547699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1547696.000000 Penalty: 4800.550781
	Iteration 155Q: 3 clusters Score -1547696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1547697.000000 Penalty: 4800.550781
	Iteration 156Q: 3 clusters Score -1547697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1547699.750000 Penalty: 4800.550781
	Iteration 157Q: 3 clusters Score -1547700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1547699.000000 Penalty: 4800.550781
	Iteration 158Q: 3 clusters Score -1547699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1547697.375000 Penalty: 4800.550781
	Iteration 159Q: 3 clusters Score -1547697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1547705.875000 Penalty: 4800.550781
	Iteration 160F: 3 clusters Score -1547706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1547710.000000 Penalty: 4800.550781
	Iteration 161Q: 3 clusters Score -1547710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1547711.000000 Penalty: 4800.550781
	Iteration 162Q: 3 clusters Score -1547711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1547710.500000 Penalty: 4800.550781
	Iteration 163Q: 3 clusters Score -1547710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1547711.750000 Penalty: 4800.550781
	Iteration 164Q: 3 clusters Score -1547712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1547711.500000 Penalty: 4800.550781
	Iteration 165Q: 3 clusters Score -1547712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1547715.750000 Penalty: 4800.550781
	Iteration 166Q: 3 clusters Score -1547716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1547715.250000 Penalty: 4800.550781
	Iteration 167Q: 3 clusters Score -1547715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1547716.625000 Penalty: 4800.550781
	Iteration 168Q: 3 clusters Score -1547717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1547716.750000 Penalty: 4800.550781
	Iteration 169Q: 3 clusters Score -1547717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1547719.125000 Penalty: 4800.550781
	Iteration 170Q: 3 clusters Score -1547719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1547724.875000 Penalty: 4800.550781
	Iteration 171Q: 3 clusters Score -1547725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1547724.500000 Penalty: 4800.550781
	Iteration 172Q: 3 clusters Score -1547724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1547726.375000 Penalty: 4800.550781
	Iteration 173Q: 3 clusters Score -1547726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1547728.000000 Penalty: 4800.550781
	Iteration 174Q: 3 clusters Score -1547728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1547725.375000 Penalty: 4800.550781
	Iteration 175Q: 3 clusters Score -1547725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1547725.375000 Penalty: 4800.550781
	Iteration 176F: 3 clusters Score -1547725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -574022.562500 Penalty: 2144.018066
	Iteration 0F: 2 clusters Score -574022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -569115.812500 Penalty: 4288.036133
	Iteration 0F: 3 clusters Score -569115.8 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -570280.062500 Penalty: 4288.036133
	Iteration 1F: 3 clusters Score -570280.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -570477.750000 Penalty: 4288.036133
	Iteration 2F: 3 clusters Score -570477.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -570616.062500 Penalty: 4288.036133
	Iteration 3Q: 3 clusters Score -570616.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -570697.937500 Penalty: 4288.036133
	Iteration 4Q: 3 clusters Score -570697.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -570756.500000 Penalty: 4288.036133
	Iteration 5Q: 3 clusters Score -570756.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -570820.125000 Penalty: 4288.036133
	Iteration 6Q: 3 clusters Score -570820.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -570876.062500 Penalty: 4288.036133
	Iteration 7Q: 3 clusters Score -570876.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -570932.875000 Penalty: 4288.036133
	Iteration 8Q: 3 clusters Score -570932.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -570977.875000 Penalty: 4288.036133
	Iteration 9Q: 3 clusters Score -570977.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -571042.687500 Penalty: 4288.036133
	Iteration 10Q: 3 clusters Score -571042.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -571100.312500 Penalty: 4288.036133
	Iteration 11Q: 3 clusters Score -571100.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -571160.187500 Penalty: 4288.036133
	Iteration 12Q: 3 clusters Score -571160.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -571213.625000 Penalty: 4288.036133
	Iteration 13Q: 3 clusters Score -571213.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -571277.125000 Penalty: 4288.036133
	Iteration 14Q: 3 clusters Score -571277.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -571328.875000 Penalty: 4288.036133
	Iteration 15Q: 3 clusters Score -571328.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -571386.312500 Penalty: 4288.036133
	Iteration 16Q: 3 clusters Score -571386.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -571446.250000 Penalty: 4288.036133
	Iteration 17Q: 3 clusters Score -571446.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -571509.437500 Penalty: 4288.036133
	Iteration 18Q: 3 clusters Score -571509.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -571566.812500 Penalty: 4288.036133
	Iteration 19Q: 3 clusters Score -571566.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -571625.875000 Penalty: 4288.036133
	Iteration 20F: 3 clusters Score -571625.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -571671.562500 Penalty: 4288.036133
	Iteration 21Q: 3 clusters Score -571671.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -571725.875000 Penalty: 4288.036133
	Iteration 22Q: 3 clusters Score -571725.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -571772.250000 Penalty: 4288.036133
	Iteration 23Q: 3 clusters Score -571772.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -571811.062500 Penalty: 4288.036133
	Iteration 24Q: 3 clusters Score -571811.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -571842.500000 Penalty: 4288.036133
	Iteration 25Q: 3 clusters Score -571842.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -571869.312500 Penalty: 4288.036133
	Iteration 26Q: 3 clusters Score -571869.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -571896.500000 Penalty: 4288.036133
	Iteration 27Q: 3 clusters Score -571896.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -571917.500000 Penalty: 4288.036133
	Iteration 28Q: 3 clusters Score -571917.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -571936.937500 Penalty: 4288.036133
	Iteration 29Q: 3 clusters Score -571936.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -571946.250000 Penalty: 4288.036133
	Iteration 30Q: 3 clusters Score -571946.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -571960.687500 Penalty: 4288.036133
	Iteration 31Q: 3 clusters Score -571960.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -571973.625000 Penalty: 4288.036133
	Iteration 32Q: 3 clusters Score -571973.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -571985.500000 Penalty: 4288.036133
	Iteration 33Q: 3 clusters Score -571985.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -571994.250000 Penalty: 4288.036133
	Iteration 34Q: 3 clusters Score -571994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -571996.937500 Penalty: 4288.036133
	Iteration 35Q: 3 clusters Score -571996.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -572002.750000 Penalty: 4288.036133
	Iteration 36Q: 3 clusters Score -572002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -572009.062500 Penalty: 4288.036133
	Iteration 37Q: 3 clusters Score -572009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -572012.500000 Penalty: 4288.036133
	Iteration 38Q: 3 clusters Score -572012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -572016.375000 Penalty: 4288.036133
	Iteration 39Q: 3 clusters Score -572016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -572018.062500 Penalty: 4288.036133
	Iteration 40F: 3 clusters Score -572018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -572021.500000 Penalty: 4288.036133
	Iteration 41Q: 3 clusters Score -572021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -572027.625000 Penalty: 4288.036133
	Iteration 42Q: 3 clusters Score -572027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -572029.375000 Penalty: 4288.036133
	Iteration 43Q: 3 clusters Score -572029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -572029.750000 Penalty: 4288.036133
	Iteration 44Q: 3 clusters Score -572029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -572029.812500 Penalty: 4288.036133
	Iteration 45Q: 3 clusters Score -572029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -572031.375000 Penalty: 4288.036133
	Iteration 46Q: 3 clusters Score -572031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -572033.125000 Penalty: 4288.036133
	Iteration 47Q: 3 clusters Score -572033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -572033.125000 Penalty: 4288.036133
	Iteration 48F: 3 clusters Score -572033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Entering Unmasked Estep 
Score: -2441521.250000 Penalty: 2508.068848
	Iteration 0F: 2 clusters Score -2441521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2424370.750000 Penalty: 5016.137695
	Iteration 0F: 3 clusters Score -2424371 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2430357.750000 Penalty: 5016.137695
	Iteration 1F: 3 clusters Score -2430358 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2430847.500000 Penalty: 5016.137695
	Iteration 2F: 3 clusters Score -2430848 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2431256.250000 Penalty: 5016.137695
	Iteration 3Q: 3 clusters Score -2431256 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2431695.000000 Penalty: 5016.137695
	Iteration 4Q: 3 clusters Score -2431695 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2432228.000000 Penalty: 5016.137695
	Iteration 5Q: 3 clusters Score -2432228 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2432912.000000 Penalty: 5016.137695
	Iteration 6F: 3 clusters Score -2432912 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2433740.250000 Penalty: 5016.137695
	Iteration 7F: 3 clusters Score -2433740 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2434664.000000 Penalty: 5016.137695
	Iteration 8F: 3 clusters Score -2434664 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2435595.250000 Penalty: 5016.137695
	Iteration 9F: 3 clusters Score -2435595 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2436423.500000 Penalty: 5016.137695
	Iteration 10Q: 3 clusters Score -2436424 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2437058.250000 Penalty: 5016.137695
	Iteration 11Q: 3 clusters Score -2437058 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2437514.500000 Penalty: 5016.137695
	Iteration 12Q: 3 clusters Score -2437514 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2437832.000000 Penalty: 5016.137695
	Iteration 13Q: 3 clusters Score -2437832 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2438035.500000 Penalty: 5016.137695
	Iteration 14Q: 3 clusters Score -2438036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2438215.500000 Penalty: 5016.137695
	Iteration 15Q: 3 clusters Score -2438216 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2438332.750000 Penalty: 5016.137695
	Iteration 16Q: 3 clusters Score -2438333 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2438410.750000 Penalty: 5016.137695
	Iteration 17Q: 3 clusters Score -2438411 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2438465.750000 Penalty: 5016.137695
	Iteration 18Q: 3 clusters Score -2438466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2438521.750000 Penalty: 5016.137695
	Iteration 19Q: 3 clusters Score -2438522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2438561.250000 Penalty: 5016.137695
	Iteration 20F: 3 clusters Score -2438561 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2438605.750000 Penalty: 5016.137695
	Iteration 21Q: 3 clusters Score -2438606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2438633.500000 Penalty: 5016.137695
	Iteration 22Q: 3 clusters Score -2438634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2438655.250000 Penalty: 5016.137695
	Iteration 23Q: 3 clusters Score -2438655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2438663.000000 Penalty: 5016.137695
	Iteration 24Q: 3 clusters Score -2438663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2438677.250000 Penalty: 5016.137695
	Iteration 25Q: 3 clusters Score -2438677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2438688.500000 Penalty: 5016.137695
	Iteration 26Q: 3 clusters Score -2438688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2438699.000000 Penalty: 5016.137695
	Iteration 27Q: 3 clusters Score -2438699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2438707.750000 Penalty: 5016.137695
	Iteration 28Q: 3 clusters Score -2438708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2438721.000000 Penalty: 5016.137695
	Iteration 29Q: 3 clusters Score -2438721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2438737.000000 Penalty: 5016.137695
	Iteration 30Q: 3 clusters Score -2438737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2438754.000000 Penalty: 5016.137695
	Iteration 31Q: 3 clusters Score -2438754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2438759.500000 Penalty: 5016.137695
	Iteration 32Q: 3 clusters Score -2438760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2438771.500000 Penalty: 5016.137695
	Iteration 33Q: 3 clusters Score -2438772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2438772.750000 Penalty: 5016.137695
	Iteration 34Q: 3 clusters Score -2438773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2438784.000000 Penalty: 5016.137695
	Iteration 35Q: 3 clusters Score -2438784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2438794.000000 Penalty: 5016.137695
	Iteration 36Q: 3 clusters Score -2438794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2438800.000000 Penalty: 5016.137695
	Iteration 37Q: 3 clusters Score -2438800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2438804.000000 Penalty: 5016.137695
	Iteration 38Q: 3 clusters Score -2438804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2438807.250000 Penalty: 5016.137695
	Iteration 39Q: 3 clusters Score -2438807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2438812.750000 Penalty: 5016.137695
	Iteration 40F: 3 clusters Score -2438813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2438822.250000 Penalty: 5016.137695
	Iteration 41Q: 3 clusters Score -2438822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2438828.500000 Penalty: 5016.137695
	Iteration 42Q: 3 clusters Score -2438828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2438848.250000 Penalty: 5016.137695
	Iteration 43Q: 3 clusters Score -2438848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2438872.000000 Penalty: 5016.137695
	Iteration 44Q: 3 clusters Score -2438872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2438883.250000 Penalty: 5016.137695
	Iteration 45Q: 3 clusters Score -2438883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2438905.500000 Penalty: 5016.137695
	Iteration 46Q: 3 clusters Score -2438906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2438920.250000 Penalty: 5016.137695
	Iteration 47Q: 3 clusters Score -2438920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2438924.250000 Penalty: 5016.137695
	Iteration 48Q: 3 clusters Score -2438924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2438943.250000 Penalty: 5016.137695
	Iteration 49Q: 3 clusters Score -2438943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2438958.750000 Penalty: 5016.137695
	Iteration 50Q: 3 clusters Score -2438959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2438969.000000 Penalty: 5016.137695
	Iteration 51Q: 3 clusters Score -2438969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2438981.250000 Penalty: 5016.137695
	Iteration 52Q: 3 clusters Score -2438981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2438995.250000 Penalty: 5016.137695
	Iteration 53Q: 3 clusters Score -2438995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2439009.250000 Penalty: 5016.137695
	Iteration 54Q: 3 clusters Score -2439009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2439028.500000 Penalty: 5016.137695
	Iteration 55Q: 3 clusters Score -2439028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2439034.750000 Penalty: 5016.137695
	Iteration 56Q: 3 clusters Score -2439035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2439051.500000 Penalty: 5016.137695
	Iteration 57Q: 3 clusters Score -2439052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2439058.000000 Penalty: 5016.137695
	Iteration 58Q: 3 clusters Score -2439058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2439074.000000 Penalty: 5016.137695
	Iteration 59Q: 3 clusters Score -2439074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2439071.750000 Penalty: 5016.137695
	Iteration 60F: 3 clusters Score -2439072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2439072.000000 Penalty: 5016.137695
	Iteration 61Q: 3 clusters Score -2439072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2439076.250000 Penalty: 5016.137695
	Iteration 62Q: 3 clusters Score -2439076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2439081.500000 Penalty: 5016.137695
	Iteration 63Q: 3 clusters Score -2439082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2439081.750000 Penalty: 5016.137695
	Iteration 64Q: 3 clusters Score -2439082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2439096.000000 Penalty: 5016.137695
	Iteration 65Q: 3 clusters Score -2439096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2439102.000000 Penalty: 5016.137695
	Iteration 66Q: 3 clusters Score -2439102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2439109.500000 Penalty: 5016.137695
	Iteration 67Q: 3 clusters Score -2439110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2439120.250000 Penalty: 5016.137695
	Iteration 68Q: 3 clusters Score -2439120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2439129.250000 Penalty: 5016.137695
	Iteration 69Q: 3 clusters Score -2439129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2439133.250000 Penalty: 5016.137695
	Iteration 70Q: 3 clusters Score -2439133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2439144.000000 Penalty: 5016.137695
	Iteration 71Q: 3 clusters Score -2439144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2439146.250000 Penalty: 5016.137695
	Iteration 72Q: 3 clusters Score -2439146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2439151.250000 Penalty: 5016.137695
	Iteration 73Q: 3 clusters Score -2439151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2439156.000000 Penalty: 5016.137695
	Iteration 74Q: 3 clusters Score -2439156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2439154.000000 Penalty: 5016.137695
	Iteration 75Q: 3 clusters Score -2439154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2439156.250000 Penalty: 5016.137695
	Iteration 76Q: 3 clusters Score -2439156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2439154.000000 Penalty: 5016.137695
	Iteration 77Q: 3 clusters Score -2439154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2439159.250000 Penalty: 5016.137695
	Iteration 78Q: 3 clusters Score -2439159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2439157.750000 Penalty: 5016.137695
	Iteration 79Q: 3 clusters Score -2439158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2439163.250000 Penalty: 5016.137695
	Iteration 80F: 3 clusters Score -2439163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2439167.750000 Penalty: 5016.137695
	Iteration 81Q: 3 clusters Score -2439168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2439172.500000 Penalty: 5016.137695
	Iteration 82Q: 3 clusters Score -2439172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2439174.250000 Penalty: 5016.137695
	Iteration 83Q: 3 clusters Score -2439174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2439181.250000 Penalty: 5016.137695
	Iteration 84Q: 3 clusters Score -2439181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2439182.000000 Penalty: 5016.137695
	Iteration 85Q: 3 clusters Score -2439182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2439189.000000 Penalty: 5016.137695
	Iteration 86Q: 3 clusters Score -2439189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2439200.500000 Penalty: 5016.137695
	Iteration 87Q: 3 clusters Score -2439200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2439202.000000 Penalty: 5016.137695
	Iteration 88Q: 3 clusters Score -2439202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2439208.750000 Penalty: 5016.137695
	Iteration 89Q: 3 clusters Score -2439209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2439208.250000 Penalty: 5016.137695
	Iteration 90Q: 3 clusters Score -2439208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2439215.250000 Penalty: 5016.137695
	Iteration 91Q: 3 clusters Score -2439215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2439216.000000 Penalty: 5016.137695
	Iteration 92Q: 3 clusters Score -2439216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2439219.750000 Penalty: 5016.137695
	Iteration 93Q: 3 clusters Score -2439220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2439223.000000 Penalty: 5016.137695
	Iteration 94Q: 3 clusters Score -2439223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2439229.000000 Penalty: 5016.137695
	Iteration 95Q: 3 clusters Score -2439229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2439230.500000 Penalty: 5016.137695
	Iteration 96Q: 3 clusters Score -2439230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2439234.250000 Penalty: 5016.137695
	Iteration 97Q: 3 clusters Score -2439234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2439234.750000 Penalty: 5016.137695
	Iteration 98Q: 3 clusters Score -2439235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2439232.500000 Penalty: 5016.137695
	Iteration 99Q: 3 clusters Score -2439232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2439231.250000 Penalty: 5016.137695
	Iteration 100F: 3 clusters Score -2439231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2439235.000000 Penalty: 5016.137695
	Iteration 101Q: 3 clusters Score -2439235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2439240.500000 Penalty: 5016.137695
	Iteration 102Q: 3 clusters Score -2439240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2439240.250000 Penalty: 5016.137695
	Iteration 103Q: 3 clusters Score -2439240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2439240.000000 Penalty: 5016.137695
	Iteration 104Q: 3 clusters Score -2439240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2439238.250000 Penalty: 5016.137695
	Iteration 105Q: 3 clusters Score -2439238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2439240.250000 Penalty: 5016.137695
	Iteration 106Q: 3 clusters Score -2439240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2439241.500000 Penalty: 5016.137695
	Iteration 107Q: 3 clusters Score -2439242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2439241.500000 Penalty: 5016.137695
	Iteration 108F: 3 clusters Score -2439242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -668174.625000 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -668174.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -662220.062500 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -662220.1 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -663876.500000 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -663876.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -664136.875000 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -664136.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -664346.875000 Penalty: 4406.285645
	Iteration 3F: 3 clusters Score -664346.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -664531.500000 Penalty: 4406.285645
	Iteration 4Q: 3 clusters Score -664531.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -664661.562500 Penalty: 4406.285645
	Iteration 5Q: 3 clusters Score -664661.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -664787.125000 Penalty: 4406.285645
	Iteration 6Q: 3 clusters Score -664787.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -664892.562500 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -664892.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -664995.312500 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -664995.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -665110.437500 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -665110.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -665274.500000 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -665274.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -665492.187500 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -665492.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -665751.187500 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -665751.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -666024.437500 Penalty: 4406.285645
	Iteration 13Q: 3 clusters Score -666024.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -666296.750000 Penalty: 4406.285645
	Iteration 14Q: 3 clusters Score -666296.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -666568.000000 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -666568 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -666770.125000 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -666770.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -666911.937500 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -666911.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -667000.187500 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -667000.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -667061.937500 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -667061.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -667102.187500 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -667102.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -667126.687500 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -667126.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -667143.500000 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -667143.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -667153.312500 Penalty: 4406.285645
	Iteration 23Q: 3 clusters Score -667153.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -667164.062500 Penalty: 4406.285645
	Iteration 24Q: 3 clusters Score -667164.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -667174.687500 Penalty: 4406.285645
	Iteration 25Q: 3 clusters Score -667174.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -667189.812500 Penalty: 4406.285645
	Iteration 26Q: 3 clusters Score -667189.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -667203.062500 Penalty: 4406.285645
	Iteration 27Q: 3 clusters Score -667203.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -667210.687500 Penalty: 4406.285645
	Iteration 28Q: 3 clusters Score -667210.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -667216.750000 Penalty: 4406.285645
	Iteration 29Q: 3 clusters Score -667216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -667226.437500 Penalty: 4406.285645
	Iteration 30Q: 3 clusters Score -667226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -667229.750000 Penalty: 4406.285645
	Iteration 31Q: 3 clusters Score -667229.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -667237.875000 Penalty: 4406.285645
	Iteration 32Q: 3 clusters Score -667237.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -667243.187500 Penalty: 4406.285645
	Iteration 33Q: 3 clusters Score -667243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -667250.437500 Penalty: 4406.285645
	Iteration 34Q: 3 clusters Score -667250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -667256.562500 Penalty: 4406.285645
	Iteration 35Q: 3 clusters Score -667256.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -667257.562500 Penalty: 4406.285645
	Iteration 36Q: 3 clusters Score -667257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -667263.250000 Penalty: 4406.285645
	Iteration 37Q: 3 clusters Score -667263.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -667265.937500 Penalty: 4406.285645
	Iteration 38Q: 3 clusters Score -667265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -667269.625000 Penalty: 4406.285645
	Iteration 39Q: 3 clusters Score -667269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -667272.812500 Penalty: 4406.285645
	Iteration 40F: 3 clusters Score -667272.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -667276.375000 Penalty: 4406.285645
	Iteration 41Q: 3 clusters Score -667276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -667277.687500 Penalty: 4406.285645
	Iteration 42Q: 3 clusters Score -667277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -667281.812500 Penalty: 4406.285645
	Iteration 43Q: 3 clusters Score -667281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -667285.625000 Penalty: 4406.285645
	Iteration 44Q: 3 clusters Score -667285.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -667291.437500 Penalty: 4406.285645
	Iteration 45Q: 3 clusters Score -667291.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -667307.375000 Penalty: 4406.285645
	Iteration 46Q: 3 clusters Score -667307.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -667328.937500 Penalty: 4406.285645
	Iteration 47Q: 3 clusters Score -667328.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -667349.000000 Penalty: 4406.285645
	Iteration 48Q: 3 clusters Score -667349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -667368.000000 Penalty: 4406.285645
	Iteration 49Q: 3 clusters Score -667368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -667395.937500 Penalty: 4406.285645
	Iteration 50Q: 3 clusters Score -667395.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -667422.250000 Penalty: 4406.285645
	Iteration 51Q: 3 clusters Score -667422.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -667453.312500 Penalty: 4406.285645
	Iteration 52Q: 3 clusters Score -667453.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -667488.875000 Penalty: 4406.285645
	Iteration 53Q: 3 clusters Score -667488.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -667513.812500 Penalty: 4406.285645
	Iteration 54Q: 3 clusters Score -667513.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -667538.875000 Penalty: 4406.285645
	Iteration 55Q: 3 clusters Score -667538.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -667562.312500 Penalty: 4406.285645
	Iteration 56Q: 3 clusters Score -667562.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -667579.000000 Penalty: 4406.285645
	Iteration 57Q: 3 clusters Score -667579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -667586.062500 Penalty: 4406.285645
	Iteration 58Q: 3 clusters Score -667586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -667599.500000 Penalty: 4406.285645
	Iteration 59Q: 3 clusters Score -667599.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -667610.437500 Penalty: 4406.285645
	Iteration 60F: 3 clusters Score -667610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -667621.000000 Penalty: 4406.285645
	Iteration 61Q: 3 clusters Score -667621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -667628.125000 Penalty: 4406.285645
	Iteration 62Q: 3 clusters Score -667628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -667637.937500 Penalty: 4406.285645
	Iteration 63Q: 3 clusters Score -667637.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -667643.312500 Penalty: 4406.285645
	Iteration 64Q: 3 clusters Score -667643.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -667652.312500 Penalty: 4406.285645
	Iteration 65Q: 3 clusters Score -667652.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -667660.312500 Penalty: 4406.285645
	Iteration 66Q: 3 clusters Score -667660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -667665.125000 Penalty: 4406.285645
	Iteration 67Q: 3 clusters Score -667665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -667665.625000 Penalty: 4406.285645
	Iteration 68Q: 3 clusters Score -667665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -667667.625000 Penalty: 4406.285645
	Iteration 69Q: 3 clusters Score -667667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -667669.437500 Penalty: 4406.285645
	Iteration 70Q: 3 clusters Score -667669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -667669.375000 Penalty: 4406.285645
	Iteration 71Q: 3 clusters Score -667669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -667669.375000 Penalty: 4406.285645
	Iteration 72F: 3 clusters Score -667669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -160326.203125 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -160326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -157848.328125 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -157848.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158419.546875 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -158419.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158640.484375 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -158640.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -158778.937500 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -158778.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158915.203125 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -158915.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -159014.390625 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -159014.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -159112.328125 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -159112.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -159184.781250 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -159184.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -159255.984375 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -159256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159294.031250 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -159294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159307.984375 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -159308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159321.562500 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -159321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159333.687500 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -159333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -159347.718750 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -159347.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159363.140625 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -159363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -159375.031250 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -159375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159390.921875 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -159390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -159405.078125 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -159405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -159418.937500 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -159418.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159429.203125 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -159429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159432.125000 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -159432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159437.609375 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -159437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159441.703125 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -159441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159442.828125 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -159442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159442.828125 Penalty: 3730.304932
	Iteration 24F: 3 clusters Score -159442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -490592.562500 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -490592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -485784.968750 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -485785 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -487251.156250 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -487251.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -487650.718750 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -487650.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -488058.156250 Penalty: 4272.252441
	Iteration 3F: 3 clusters Score -488058.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -488710.281250 Penalty: 4272.252441
	Iteration 4F: 3 clusters Score -488710.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -489406.593750 Penalty: 4272.252441
	Iteration 5F: 3 clusters Score -489406.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -489954.000000 Penalty: 4272.252441
	Iteration 6F: 3 clusters Score -489954 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -490291.312500 Penalty: 4272.252441
	Iteration 7F: 3 clusters Score -490291.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -490486.875000 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -490486.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -490582.281250 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -490582.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -490626.968750 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -490627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -490644.593750 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -490644.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -490653.406250 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -490653.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -490659.656250 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -490659.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -490664.843750 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -490664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -490667.500000 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -490667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -490669.406250 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -490669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -490670.531250 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -490670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -490671.031250 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -490671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -490671.031250 Penalty: 4272.252441
	Iteration 19F: 3 clusters Score -490671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14592 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 39701 members 
Mstep: Class 5 contains 60050 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 35041 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 9801 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 3479 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 96796 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 6363 members 
Mstep: Class 39 contains 24716 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 4088 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 15837 members 
Mstep: Class 45 contains 3401 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 6387 members 
Mstep: Class 48 contains 5584 members 
Mstep: Class 49 contains 22216 members 
Mstep: Class 50 contains 5190 members 
Mstep: Class 51 contains 4489 members 
Mstep: Class 52 contains 1669 members 
Entering Unmasked Estep 
Score: -58970428.000000 Penalty: 172130.390625
Splitting cluster 16 changes total score from -58971628.000000 to -58970428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -2417614.250000 Penalty: 2510.340820
	Iteration 0F: 2 clusters Score -2417614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2400398.500000 Penalty: 5020.681641
	Iteration 0F: 3 clusters Score -2400398 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2406560.000000 Penalty: 5020.681641
	Iteration 1F: 3 clusters Score -2406560 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2407142.750000 Penalty: 5020.681641
	Iteration 2F: 3 clusters Score -2407143 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2407728.750000 Penalty: 5020.681641
	Iteration 3F: 3 clusters Score -2407729 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2408460.750000 Penalty: 5020.681641
	Iteration 4F: 3 clusters Score -2408461 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2409493.500000 Penalty: 5020.681641
	Iteration 5F: 3 clusters Score -2409494 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2410750.500000 Penalty: 5020.681641
	Iteration 6F: 3 clusters Score -2410750 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2412102.250000 Penalty: 5020.681641
	Iteration 7F: 3 clusters Score -2412102 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2413346.000000 Penalty: 5020.681641
	Iteration 8F: 3 clusters Score -2413346 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2414222.000000 Penalty: 5020.681641
	Iteration 9Q: 3 clusters Score -2414222 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2414765.250000 Penalty: 5020.681641
	Iteration 10Q: 3 clusters Score -2414765 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2415054.500000 Penalty: 5020.681641
	Iteration 11Q: 3 clusters Score -2415054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2415211.000000 Penalty: 5020.681641
	Iteration 12Q: 3 clusters Score -2415211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2415323.250000 Penalty: 5020.681641
	Iteration 13Q: 3 clusters Score -2415323 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2415399.500000 Penalty: 5020.681641
	Iteration 14Q: 3 clusters Score -2415400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2415434.500000 Penalty: 5020.681641
	Iteration 15Q: 3 clusters Score -2415434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2415462.500000 Penalty: 5020.681641
	Iteration 16Q: 3 clusters Score -2415462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2415484.250000 Penalty: 5020.681641
	Iteration 17Q: 3 clusters Score -2415484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2415506.750000 Penalty: 5020.681641
	Iteration 18Q: 3 clusters Score -2415507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2415530.750000 Penalty: 5020.681641
	Iteration 19Q: 3 clusters Score -2415531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2415546.000000 Penalty: 5020.681641
	Iteration 20F: 3 clusters Score -2415546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2415563.000000 Penalty: 5020.681641
	Iteration 21Q: 3 clusters Score -2415563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2415571.750000 Penalty: 5020.681641
	Iteration 22Q: 3 clusters Score -2415572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2415579.250000 Penalty: 5020.681641
	Iteration 23Q: 3 clusters Score -2415579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2415587.000000 Penalty: 5020.681641
	Iteration 24Q: 3 clusters Score -2415587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2415588.000000 Penalty: 5020.681641
	Iteration 25Q: 3 clusters Score -2415588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2415586.750000 Penalty: 5020.681641
	Iteration 26Q: 3 clusters Score -2415587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2415586.500000 Penalty: 5020.681641
	Iteration 27Q: 3 clusters Score -2415586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2415586.500000 Penalty: 5020.681641
	Iteration 28F: 3 clusters Score -2415586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -158198.093750 Penalty: 1853.039062
	Iteration 0F: 2 clusters Score -158198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -155709.218750 Penalty: 3706.078125
	Iteration 0F: 3 clusters Score -155709.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -156131.984375 Penalty: 3706.078125
	Iteration 1F: 3 clusters Score -156132 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -156271.171875 Penalty: 3706.078125
	Iteration 2F: 3 clusters Score -156271.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -156357.687500 Penalty: 3706.078125
	Iteration 3Q: 3 clusters Score -156357.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -156415.265625 Penalty: 3706.078125
	Iteration 4Q: 3 clusters Score -156415.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -156468.265625 Penalty: 3706.078125
	Iteration 5Q: 3 clusters Score -156468.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -156499.281250 Penalty: 3706.078125
	Iteration 6Q: 3 clusters Score -156499.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -156536.250000 Penalty: 3706.078125
	Iteration 7Q: 3 clusters Score -156536.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -156578.281250 Penalty: 3706.078125
	Iteration 8Q: 3 clusters Score -156578.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156611.046875 Penalty: 3706.078125
	Iteration 9Q: 3 clusters Score -156611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156646.515625 Penalty: 3706.078125
	Iteration 10Q: 3 clusters Score -156646.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -156678.015625 Penalty: 3706.078125
	Iteration 11Q: 3 clusters Score -156678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -156702.421875 Penalty: 3706.078125
	Iteration 12Q: 3 clusters Score -156702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -156719.015625 Penalty: 3706.078125
	Iteration 13Q: 3 clusters Score -156719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -156732.843750 Penalty: 3706.078125
	Iteration 14Q: 3 clusters Score -156732.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -156747.859375 Penalty: 3706.078125
	Iteration 15Q: 3 clusters Score -156747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -156756.687500 Penalty: 3706.078125
	Iteration 16Q: 3 clusters Score -156756.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -156769.625000 Penalty: 3706.078125
	Iteration 17Q: 3 clusters Score -156769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -156775.937500 Penalty: 3706.078125
	Iteration 18Q: 3 clusters Score -156775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -156779.453125 Penalty: 3706.078125
	Iteration 19Q: 3 clusters Score -156779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -156782.218750 Penalty: 3706.078125
	Iteration 20F: 3 clusters Score -156782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -156785.687500 Penalty: 3706.078125
	Iteration 21Q: 3 clusters Score -156785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -156793.015625 Penalty: 3706.078125
	Iteration 22Q: 3 clusters Score -156793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -156797.718750 Penalty: 3706.078125
	Iteration 23Q: 3 clusters Score -156797.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -156797.718750 Penalty: 3706.078125
	Iteration 24F: 3 clusters Score -156797.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -1002104.625000 Penalty: 2282.172607
	Iteration 0F: 2 clusters Score -1002105 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 4993 members 
Entering Unmasked Estep 
Score: -994472.000000 Penalty: 4564.345215
	Iteration 0F: 3 clusters Score -994472 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -996657.687500 Penalty: 4564.345215
	Iteration 1F: 3 clusters Score -996657.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -997012.312500 Penalty: 4564.345215
	Iteration 2F: 3 clusters Score -997012.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -997391.937500 Penalty: 4564.345215
	Iteration 3F: 3 clusters Score -997391.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -997853.250000 Penalty: 4564.345215
	Iteration 4F: 3 clusters Score -997853.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -998378.125000 Penalty: 4564.345215
	Iteration 5F: 3 clusters Score -998378.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -998886.375000 Penalty: 4564.345215
	Iteration 6F: 3 clusters Score -998886.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -999334.250000 Penalty: 4564.345215
	Iteration 7F: 3 clusters Score -999334.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -999653.812500 Penalty: 4564.345215
	Iteration 8Q: 3 clusters Score -999653.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -999934.500000 Penalty: 4564.345215
	Iteration 9Q: 3 clusters Score -999934.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1000130.375000 Penalty: 4564.345215
	Iteration 10Q: 3 clusters Score -1000130 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1000266.812500 Penalty: 4564.345215
	Iteration 11Q: 3 clusters Score -1000267 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1000398.750000 Penalty: 4564.345215
	Iteration 12Q: 3 clusters Score -1000399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1000493.000000 Penalty: 4564.345215
	Iteration 13Q: 3 clusters Score -1000493 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1000582.312500 Penalty: 4564.345215
	Iteration 14Q: 3 clusters Score -1000582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1000666.062500 Penalty: 4564.345215
	Iteration 15Q: 3 clusters Score -1000666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1000741.562500 Penalty: 4564.345215
	Iteration 16Q: 3 clusters Score -1000742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1000800.500000 Penalty: 4564.345215
	Iteration 17Q: 3 clusters Score -1000800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1000839.250000 Penalty: 4564.345215
	Iteration 18Q: 3 clusters Score -1000839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1000868.187500 Penalty: 4564.345215
	Iteration 19Q: 3 clusters Score -1000868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1000880.937500 Penalty: 4564.345215
	Iteration 20F: 3 clusters Score -1000881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1000886.062500 Penalty: 4564.345215
	Iteration 21Q: 3 clusters Score -1000886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1000886.250000 Penalty: 4564.345215
	Iteration 22Q: 3 clusters Score -1000886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1000887.062500 Penalty: 4564.345215
	Iteration 23Q: 3 clusters Score -1000887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1000887.000000 Penalty: 4564.345215
	Iteration 24Q: 3 clusters Score -1000887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1000887.000000 Penalty: 4564.345215
	Iteration 25F: 3 clusters Score -1000887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Entering Unmasked Estep 
Score: -3499390.750000 Penalty: 2595.140137
	Iteration 0F: 2 clusters Score -3499391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3475644.750000 Penalty: 5190.280273
	Iteration 0F: 3 clusters Score -3475645 nChanged 15877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3484631.500000 Penalty: 5190.280273
	Iteration 1F: 3 clusters Score -3484632 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3485989.000000 Penalty: 5190.280273
	Iteration 2F: 3 clusters Score -3485989 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3487778.000000 Penalty: 5190.280273
	Iteration 3F: 3 clusters Score -3487778 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3489830.500000 Penalty: 5190.280273
	Iteration 4F: 3 clusters Score -3489830 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3491579.250000 Penalty: 5190.280273
	Iteration 5F: 3 clusters Score -3491579 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3492698.000000 Penalty: 5190.280273
	Iteration 6F: 3 clusters Score -3492698 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3493305.000000 Penalty: 5190.280273
	Iteration 7Q: 3 clusters Score -3493305 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3493623.250000 Penalty: 5190.280273
	Iteration 8Q: 3 clusters Score -3493623 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3493828.750000 Penalty: 5190.280273
	Iteration 9Q: 3 clusters Score -3493829 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3494006.500000 Penalty: 5190.280273
	Iteration 10Q: 3 clusters Score -3494006 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3494144.000000 Penalty: 5190.280273
	Iteration 11Q: 3 clusters Score -3494144 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3494248.750000 Penalty: 5190.280273
	Iteration 12Q: 3 clusters Score -3494249 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3494350.750000 Penalty: 5190.280273
	Iteration 13Q: 3 clusters Score -3494351 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3494441.750000 Penalty: 5190.280273
	Iteration 14Q: 3 clusters Score -3494442 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3494527.000000 Penalty: 5190.280273
	Iteration 15Q: 3 clusters Score -3494527 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3494609.750000 Penalty: 5190.280273
	Iteration 16Q: 3 clusters Score -3494610 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3494657.000000 Penalty: 5190.280273
	Iteration 17Q: 3 clusters Score -3494657 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3494702.750000 Penalty: 5190.280273
	Iteration 18Q: 3 clusters Score -3494703 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3494770.750000 Penalty: 5190.280273
	Iteration 19Q: 3 clusters Score -3494771 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3494794.750000 Penalty: 5190.280273
	Iteration 20F: 3 clusters Score -3494795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3494840.000000 Penalty: 5190.280273
	Iteration 21Q: 3 clusters Score -3494840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3494870.000000 Penalty: 5190.280273
	Iteration 22Q: 3 clusters Score -3494870 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3494889.000000 Penalty: 5190.280273
	Iteration 23Q: 3 clusters Score -3494889 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3494893.750000 Penalty: 5190.280273
	Iteration 24Q: 3 clusters Score -3494894 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3494916.500000 Penalty: 5190.280273
	Iteration 25Q: 3 clusters Score -3494916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3494939.250000 Penalty: 5190.280273
	Iteration 26Q: 3 clusters Score -3494939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3494965.250000 Penalty: 5190.280273
	Iteration 27Q: 3 clusters Score -3494965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3494986.250000 Penalty: 5190.280273
	Iteration 28Q: 3 clusters Score -3494986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3494988.500000 Penalty: 5190.280273
	Iteration 29Q: 3 clusters Score -3494988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3494995.000000 Penalty: 5190.280273
	Iteration 30Q: 3 clusters Score -3494995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3495015.500000 Penalty: 5190.280273
	Iteration 31Q: 3 clusters Score -3495016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3495037.000000 Penalty: 5190.280273
	Iteration 32Q: 3 clusters Score -3495037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3495045.250000 Penalty: 5190.280273
	Iteration 33Q: 3 clusters Score -3495045 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3495068.750000 Penalty: 5190.280273
	Iteration 34Q: 3 clusters Score -3495069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3495084.250000 Penalty: 5190.280273
	Iteration 35Q: 3 clusters Score -3495084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3495104.750000 Penalty: 5190.280273
	Iteration 36Q: 3 clusters Score -3495105 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3495145.500000 Penalty: 5190.280273
	Iteration 37Q: 3 clusters Score -3495146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3495180.750000 Penalty: 5190.280273
	Iteration 38Q: 3 clusters Score -3495181 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3495201.250000 Penalty: 5190.280273
	Iteration 39Q: 3 clusters Score -3495201 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3495225.750000 Penalty: 5190.280273
	Iteration 40F: 3 clusters Score -3495226 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3495252.500000 Penalty: 5190.280273
	Iteration 41Q: 3 clusters Score -3495252 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3495280.000000 Penalty: 5190.280273
	Iteration 42Q: 3 clusters Score -3495280 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3495307.750000 Penalty: 5190.280273
	Iteration 43Q: 3 clusters Score -3495308 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3495345.000000 Penalty: 5190.280273
	Iteration 44Q: 3 clusters Score -3495345 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3495375.500000 Penalty: 5190.280273
	Iteration 45Q: 3 clusters Score -3495376 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3495390.750000 Penalty: 5190.280273
	Iteration 46Q: 3 clusters Score -3495391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3495424.500000 Penalty: 5190.280273
	Iteration 47Q: 3 clusters Score -3495424 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3495481.250000 Penalty: 5190.280273
	Iteration 48Q: 3 clusters Score -3495481 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3495508.250000 Penalty: 5190.280273
	Iteration 49Q: 3 clusters Score -3495508 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3495534.500000 Penalty: 5190.280273
	Iteration 50Q: 3 clusters Score -3495534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3495564.750000 Penalty: 5190.280273
	Iteration 51Q: 3 clusters Score -3495565 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3495613.250000 Penalty: 5190.280273
	Iteration 52Q: 3 clusters Score -3495613 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3495650.250000 Penalty: 5190.280273
	Iteration 53Q: 3 clusters Score -3495650 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3495697.250000 Penalty: 5190.280273
	Iteration 54Q: 3 clusters Score -3495697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3495759.250000 Penalty: 5190.280273
	Iteration 55Q: 3 clusters Score -3495759 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3495806.250000 Penalty: 5190.280273
	Iteration 56Q: 3 clusters Score -3495806 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3495842.250000 Penalty: 5190.280273
	Iteration 57Q: 3 clusters Score -3495842 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3495883.750000 Penalty: 5190.280273
	Iteration 58Q: 3 clusters Score -3495884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3495914.250000 Penalty: 5190.280273
	Iteration 59Q: 3 clusters Score -3495914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3495940.000000 Penalty: 5190.280273
	Iteration 60F: 3 clusters Score -3495940 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3495978.750000 Penalty: 5190.280273
	Iteration 61Q: 3 clusters Score -3495979 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3496029.500000 Penalty: 5190.280273
	Iteration 62Q: 3 clusters Score -3496030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3496066 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3496106.750000 Penalty: 5190.280273
	Iteration 64Q: 3 clusters Score -3496107 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3496147.750000 Penalty: 5190.280273
	Iteration 65Q: 3 clusters Score -3496148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3496179.750000 Penalty: 5190.280273
	Iteration 66Q: 3 clusters Score -3496180 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3496219.250000 Penalty: 5190.280273
	Iteration 67Q: 3 clusters Score -3496219 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3496269.750000 Penalty: 5190.280273
	Iteration 68Q: 3 clusters Score -3496270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3496311.250000 Penalty: 5190.280273
	Iteration 69Q: 3 clusters Score -3496311 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3496351.000000 Penalty: 5190.280273
	Iteration 70Q: 3 clusters Score -3496351 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3496404.750000 Penalty: 5190.280273
	Iteration 71Q: 3 clusters Score -3496405 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3496445.750000 Penalty: 5190.280273
	Iteration 72Q: 3 clusters Score -3496446 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3496491.250000 Penalty: 5190.280273
	Iteration 73Q: 3 clusters Score -3496491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3496537.000000 Penalty: 5190.280273
	Iteration 74Q: 3 clusters Score -3496537 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3496604.500000 Penalty: 5190.280273
	Iteration 75Q: 3 clusters Score -3496604 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3496657.250000 Penalty: 5190.280273
	Iteration 76Q: 3 clusters Score -3496657 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3496719.500000 Penalty: 5190.280273
	Iteration 77Q: 3 clusters Score -3496720 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3496766.750000 Penalty: 5190.280273
	Iteration 78Q: 3 clusters Score -3496767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3496784.500000 Penalty: 5190.280273
	Iteration 79Q: 3 clusters Score -3496784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3496817.750000 Penalty: 5190.280273
	Iteration 80F: 3 clusters Score -3496818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3496861.500000 Penalty: 5190.280273
	Iteration 81Q: 3 clusters Score -3496862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -3496881.000000 Penalty: 5190.280273
	Iteration 82Q: 3 clusters Score -3496881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -3496921.750000 Penalty: 5190.280273
	Iteration 83Q: 3 clusters Score -3496922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3496937.500000 Penalty: 5190.280273
	Iteration 84Q: 3 clusters Score -3496938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3496978.250000 Penalty: 5190.280273
	Iteration 85Q: 3 clusters Score -3496978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3497003.250000 Penalty: 5190.280273
	Iteration 86Q: 3 clusters Score -3497003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3497018.750000 Penalty: 5190.280273
	Iteration 87Q: 3 clusters Score -3497019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3497028.750000 Penalty: 5190.280273
	Iteration 88Q: 3 clusters Score -3497029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3497048.250000 Penalty: 5190.280273
	Iteration 89Q: 3 clusters Score -3497048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3497062.250000 Penalty: 5190.280273
	Iteration 90Q: 3 clusters Score -3497062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3497083.500000 Penalty: 5190.280273
	Iteration 91Q: 3 clusters Score -3497084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -3497092.750000 Penalty: 5190.280273
	Iteration 92Q: 3 clusters Score -3497093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3497112.500000 Penalty: 5190.280273
	Iteration 93Q: 3 clusters Score -3497112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3497122.250000 Penalty: 5190.280273
	Iteration 94Q: 3 clusters Score -3497122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3497152.000000 Penalty: 5190.280273
	Iteration 95Q: 3 clusters Score -3497152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3497161.000000 Penalty: 5190.280273
	Iteration 96Q: 3 clusters Score -3497161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3497175.250000 Penalty: 5190.280273
	Iteration 97Q: 3 clusters Score -3497175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3497188.000000 Penalty: 5190.280273
	Iteration 98Q: 3 clusters Score -3497188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3497193.000000 Penalty: 5190.280273
	Iteration 99Q: 3 clusters Score -3497193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -3497212.000000 Penalty: 5190.280273
	Iteration 100F: 3 clusters Score -3497212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3497222.750000 Penalty: 5190.280273
	Iteration 101Q: 3 clusters Score -3497223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3497228.500000 Penalty: 5190.280273
	Iteration 102Q: 3 clusters Score -3497228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3497228.250000 Penalty: 5190.280273
	Iteration 103Q: 3 clusters Score -3497228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3497239.750000 Penalty: 5190.280273
	Iteration 104Q: 3 clusters Score -3497240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3497244.000000 Penalty: 5190.280273
	Iteration 105Q: 3 clusters Score -3497244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3497249.000000 Penalty: 5190.280273
	Iteration 106Q: 3 clusters Score -3497249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -3497251.000000 Penalty: 5190.280273
	Iteration 107Q: 3 clusters Score -3497251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3497251.750000 Penalty: 5190.280273
	Iteration 108Q: 3 clusters Score -3497252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3497256.750000 Penalty: 5190.280273
	Iteration 109Q: 3 clusters Score -3497257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3497269.000000 Penalty: 5190.280273
	Iteration 110Q: 3 clusters Score -3497269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3497273.000000 Penalty: 5190.280273
	Iteration 111Q: 3 clusters Score -3497273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3497278.000000 Penalty: 5190.280273
	Iteration 112Q: 3 clusters Score -3497278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3497285.750000 Penalty: 5190.280273
	Iteration 113Q: 3 clusters Score -3497286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -3497287.500000 Penalty: 5190.280273
	Iteration 114Q: 3 clusters Score -3497288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -3497291.250000 Penalty: 5190.280273
	Iteration 115Q: 3 clusters Score -3497291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3497299.000000 Penalty: 5190.280273
	Iteration 116Q: 3 clusters Score -3497299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3497306.000000 Penalty: 5190.280273
	Iteration 117Q: 3 clusters Score -3497306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3497308.750000 Penalty: 5190.280273
	Iteration 118Q: 3 clusters Score -3497309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3497315.750000 Penalty: 5190.280273
	Iteration 119Q: 3 clusters Score -3497316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3497321.000000 Penalty: 5190.280273
	Iteration 120F: 3 clusters Score -3497321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3497325.750000 Penalty: 5190.280273
	Iteration 121Q: 3 clusters Score -3497326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3497333.250000 Penalty: 5190.280273
	Iteration 122Q: 3 clusters Score -3497333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3497332.250000 Penalty: 5190.280273
	Iteration 123Q: 3 clusters Score -3497332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3497335.250000 Penalty: 5190.280273
	Iteration 124Q: 3 clusters Score -3497335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3497332.000000 Penalty: 5190.280273
	Iteration 125Q: 3 clusters Score -3497332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3497342.000000 Penalty: 5190.280273
	Iteration 126Q: 3 clusters Score -3497342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3497345.500000 Penalty: 5190.280273
	Iteration 127Q: 3 clusters Score -3497346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3497343.500000 Penalty: 5190.280273
	Iteration 128Q: 3 clusters Score -3497344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -3497354.500000 Penalty: 5190.280273
	Iteration 129Q: 3 clusters Score -3497354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3497353.250000 Penalty: 5190.280273
	Iteration 130Q: 3 clusters Score -3497353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3497354.250000 Penalty: 5190.280273
	Iteration 131Q: 3 clusters Score -3497354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3497363.500000 Penalty: 5190.280273
	Iteration 132Q: 3 clusters Score -3497364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3497354.000000 Penalty: 5190.280273
	Iteration 133Q: 3 clusters Score -3497354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -3497367.750000 Penalty: 5190.280273
	Iteration 134Q: 3 clusters Score -3497368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3497359.500000 Penalty: 5190.280273
	Iteration 135Q: 3 clusters Score -3497360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -3497357.500000 Penalty: 5190.280273
	Iteration 136Q: 3 clusters Score -3497358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3497355.250000 Penalty: 5190.280273
	Iteration 137Q: 3 clusters Score -3497355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3497359.000000 Penalty: 5190.280273
	Iteration 138Q: 3 clusters Score -3497359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3497359.250000 Penalty: 5190.280273
	Iteration 139Q: 3 clusters Score -3497359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3497357.750000 Penalty: 5190.280273
	Iteration 140F: 3 clusters Score -3497358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3497356.500000 Penalty: 5190.280273
	Iteration 141Q: 3 clusters Score -3497356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3497355.500000 Penalty: 5190.280273
	Iteration 142Q: 3 clusters Score -3497356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3497355.500000 Penalty: 5190.280273
	Iteration 143F: 3 clusters Score -3497356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -598949.375000 Penalty: 2162.916992
	Iteration 0F: 2 clusters Score -598949.4 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 3011 members 
Entering Unmasked Estep 
Score: -593720.875000 Penalty: 4325.833984
	Iteration 0F: 3 clusters Score -593720.9 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -595037.687500 Penalty: 4325.833984
	Iteration 1F: 3 clusters Score -595037.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -595307.625000 Penalty: 4325.833984
	Iteration 2F: 3 clusters Score -595307.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -595472.312500 Penalty: 4325.833984
	Iteration 3F: 3 clusters Score -595472.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -595602.000000 Penalty: 4325.833984
	Iteration 4Q: 3 clusters Score -595602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -595706.875000 Penalty: 4325.833984
	Iteration 5Q: 3 clusters Score -595706.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -595824.500000 Penalty: 4325.833984
	Iteration 6Q: 3 clusters Score -595824.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -595943.562500 Penalty: 4325.833984
	Iteration 7Q: 3 clusters Score -595943.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -596057.562500 Penalty: 4325.833984
	Iteration 8Q: 3 clusters Score -596057.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -596163.187500 Penalty: 4325.833984
	Iteration 9Q: 3 clusters Score -596163.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -596247.375000 Penalty: 4325.833984
	Iteration 10Q: 3 clusters Score -596247.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -596313.437500 Penalty: 4325.833984
	Iteration 11Q: 3 clusters Score -596313.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -596379.125000 Penalty: 4325.833984
	Iteration 12Q: 3 clusters Score -596379.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -596454.437500 Penalty: 4325.833984
	Iteration 13Q: 3 clusters Score -596454.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -596544.062500 Penalty: 4325.833984
	Iteration 14Q: 3 clusters Score -596544.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -596636.187500 Penalty: 4325.833984
	Iteration 15Q: 3 clusters Score -596636.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -596734.500000 Penalty: 4325.833984
	Iteration 16Q: 3 clusters Score -596734.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -596819.937500 Penalty: 4325.833984
	Iteration 17Q: 3 clusters Score -596819.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -596881.000000 Penalty: 4325.833984
	Iteration 18Q: 3 clusters Score -596881 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -596930.312500 Penalty: 4325.833984
	Iteration 19Q: 3 clusters Score -596930.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -596969.250000 Penalty: 4325.833984
	Iteration 20F: 3 clusters Score -596969.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -597004.500000 Penalty: 4325.833984
	Iteration 21Q: 3 clusters Score -597004.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -597038.312500 Penalty: 4325.833984
	Iteration 22Q: 3 clusters Score -597038.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -597081.687500 Penalty: 4325.833984
	Iteration 23Q: 3 clusters Score -597081.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -597119.875000 Penalty: 4325.833984
	Iteration 24Q: 3 clusters Score -597119.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -597157.187500 Penalty: 4325.833984
	Iteration 25Q: 3 clusters Score -597157.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -597176.125000 Penalty: 4325.833984
	Iteration 26Q: 3 clusters Score -597176.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -597188.750000 Penalty: 4325.833984
	Iteration 27Q: 3 clusters Score -597188.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -597203.625000 Penalty: 4325.833984
	Iteration 28Q: 3 clusters Score -597203.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -597214.937500 Penalty: 4325.833984
	Iteration 29Q: 3 clusters Score -597214.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -597230.562500 Penalty: 4325.833984
	Iteration 30Q: 3 clusters Score -597230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -597243.812500 Penalty: 4325.833984
	Iteration 31Q: 3 clusters Score -597243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -597251.625000 Penalty: 4325.833984
	Iteration 32Q: 3 clusters Score -597251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -597254.937500 Penalty: 4325.833984
	Iteration 33Q: 3 clusters Score -597254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -597259.312500 Penalty: 4325.833984
	Iteration 34Q: 3 clusters Score -597259.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -597261.250000 Penalty: 4325.833984
	Iteration 35Q: 3 clusters Score -597261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -597263.812500 Penalty: 4325.833984
	Iteration 36Q: 3 clusters Score -597263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -597264.750000 Penalty: 4325.833984
	Iteration 37Q: 3 clusters Score -597264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -597267.375000 Penalty: 4325.833984
	Iteration 38Q: 3 clusters Score -597267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -597271.812500 Penalty: 4325.833984
	Iteration 39Q: 3 clusters Score -597271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -597273.875000 Penalty: 4325.833984
	Iteration 40F: 3 clusters Score -597273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -597277.750000 Penalty: 4325.833984
	Iteration 41Q: 3 clusters Score -597277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -597278.937500 Penalty: 4325.833984
	Iteration 42Q: 3 clusters Score -597278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -597282.437500 Penalty: 4325.833984
	Iteration 43Q: 3 clusters Score -597282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -597281.750000 Penalty: 4325.833984
	Iteration 44Q: 3 clusters Score -597281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -597284.437500 Penalty: 4325.833984
	Iteration 45Q: 3 clusters Score -597284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -597284.500000 Penalty: 4325.833984
	Iteration 46Q: 3 clusters Score -597284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -597284.062500 Penalty: 4325.833984
	Iteration 47Q: 3 clusters Score -597284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -597287.750000 Penalty: 4325.833984
	Iteration 48Q: 3 clusters Score -597287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -597287.875000 Penalty: 4325.833984
	Iteration 49Q: 3 clusters Score -597287.9 nChanged 3
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: -597289.375000 Penalty: 4325.833984
	Iteration 50Q: 3 clusters Score -597289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -597291.187500 Penalty: 4325.833984
	Iteration 51Q: 3 clusters Score -597291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -597291.187500 Penalty: 4325.833984
	Iteration 52F: 3 clusters Score -597291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Entering Unmasked Estep 
Score: -800613.375000 Penalty: 2238.998291
	Iteration 0F: 2 clusters Score -800613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -793929.187500 Penalty: 4477.996582
	Iteration 0F: 3 clusters Score -793929.2 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -795886.125000 Penalty: 4477.996582
	Iteration 1F: 3 clusters Score -795886.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -796262.500000 Penalty: 4477.996582
	Iteration 2F: 3 clusters Score -796262.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -796591.437500 Penalty: 4477.996582
	Iteration 3F: 3 clusters Score -796591.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -796873.750000 Penalty: 4477.996582
	Iteration 4F: 3 clusters Score -796873.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -797117.062500 Penalty: 4477.996582
	Iteration 5Q: 3 clusters Score -797117.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -797376.750000 Penalty: 4477.996582
	Iteration 6Q: 3 clusters Score -797376.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -797627.187500 Penalty: 4477.996582
	Iteration 7Q: 3 clusters Score -797627.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -797817.125000 Penalty: 4477.996582
	Iteration 8Q: 3 clusters Score -797817.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -797969.812500 Penalty: 4477.996582
	Iteration 9Q: 3 clusters Score -797969.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -798072.875000 Penalty: 4477.996582
	Iteration 10Q: 3 clusters Score -798072.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -798144.875000 Penalty: 4477.996582
	Iteration 11Q: 3 clusters Score -798144.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -798204.500000 Penalty: 4477.996582
	Iteration 12Q: 3 clusters Score -798204.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -798255.187500 Penalty: 4477.996582
	Iteration 13Q: 3 clusters Score -798255.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -798298.250000 Penalty: 4477.996582
	Iteration 14Q: 3 clusters Score -798298.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -798329.062500 Penalty: 4477.996582
	Iteration 15Q: 3 clusters Score -798329.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -798358.437500 Penalty: 4477.996582
	Iteration 16Q: 3 clusters Score -798358.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -798377.937500 Penalty: 4477.996582
	Iteration 17Q: 3 clusters Score -798377.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -798395.062500 Penalty: 4477.996582
	Iteration 18Q: 3 clusters Score -798395.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -798406.625000 Penalty: 4477.996582
	Iteration 19Q: 3 clusters Score -798406.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -798418.812500 Penalty: 4477.996582
	Iteration 20F: 3 clusters Score -798418.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -798432.437500 Penalty: 4477.996582
	Iteration 21Q: 3 clusters Score -798432.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -798442.937500 Penalty: 4477.996582
	Iteration 22Q: 3 clusters Score -798442.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -798453.000000 Penalty: 4477.996582
	Iteration 23Q: 3 clusters Score -798453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -798459.250000 Penalty: 4477.996582
	Iteration 24Q: 3 clusters Score -798459.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -798467.125000 Penalty: 4477.996582
	Iteration 25Q: 3 clusters Score -798467.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -798475.937500 Penalty: 4477.996582
	Iteration 26Q: 3 clusters Score -798475.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -798485.187500 Penalty: 4477.996582
	Iteration 27Q: 3 clusters Score -798485.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -798495.812500 Penalty: 4477.996582
	Iteration 28Q: 3 clusters Score -798495.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -798508.187500 Penalty: 4477.996582
	Iteration 29Q: 3 clusters Score -798508.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -798520.062500 Penalty: 4477.996582
	Iteration 30Q: 3 clusters Score -798520.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -798529.750000 Penalty: 4477.996582
	Iteration 31Q: 3 clusters Score -798529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -798534.375000 Penalty: 4477.996582
	Iteration 32Q: 3 clusters Score -798534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -798538.125000 Penalty: 4477.996582
	Iteration 33Q: 3 clusters Score -798538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -798544.312500 Penalty: 4477.996582
	Iteration 34Q: 3 clusters Score -798544.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -798549.875000 Penalty: 4477.996582
	Iteration 35Q: 3 clusters Score -798549.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -798553.625000 Penalty: 4477.996582
	Iteration 36Q: 3 clusters Score -798553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -798558.750000 Penalty: 4477.996582
	Iteration 37Q: 3 clusters Score -798558.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -798562.750000 Penalty: 4477.996582
	Iteration 38Q: 3 clusters Score -798562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -798568.062500 Penalty: 4477.996582
	Iteration 39Q: 3 clusters Score -798568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -798572.312500 Penalty: 4477.996582
	Iteration 40F: 3 clusters Score -798572.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -798576.187500 Penalty: 4477.996582
	Iteration 41Q: 3 clusters Score -798576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -798579.687500 Penalty: 4477.996582
	Iteration 42Q: 3 clusters Score -798579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -798582.625000 Penalty: 4477.996582
	Iteration 43Q: 3 clusters Score -798582.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -798593.812500 Penalty: 4477.996582
	Iteration 44Q: 3 clusters Score -798593.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -798599.812500 Penalty: 4477.996582
	Iteration 45Q: 3 clusters Score -798599.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -798602.562500 Penalty: 4477.996582
	Iteration 46Q: 3 clusters Score -798602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -798605.500000 Penalty: 4477.996582
	Iteration 47Q: 3 clusters Score -798605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -798609.937500 Penalty: 4477.996582
	Iteration 48Q: 3 clusters Score -798609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -798610.125000 Penalty: 4477.996582
	Iteration 49Q: 3 clusters Score -798610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -798610.875000 Penalty: 4477.996582
	Iteration 50Q: 3 clusters Score -798610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -798615.000000 Penalty: 4477.996582
	Iteration 51Q: 3 clusters Score -798615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -798615.125000 Penalty: 4477.996582
	Iteration 52Q: 3 clusters Score -798615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -798616.687500 Penalty: 4477.996582
	Iteration 53Q: 3 clusters Score -798616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -798619.250000 Penalty: 4477.996582
	Iteration 54Q: 3 clusters Score -798619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -798620.187500 Penalty: 4477.996582
	Iteration 55Q: 3 clusters Score -798620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -798618.812500 Penalty: 4477.996582
	Iteration 56Q: 3 clusters Score -798618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -798619.937500 Penalty: 4477.996582
	Iteration 57Q: 3 clusters Score -798619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -798621.687500 Penalty: 4477.996582
	Iteration 58Q: 3 clusters Score -798621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -798621.750000 Penalty: 4477.996582
	Iteration 59Q: 3 clusters Score -798621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -798624.437500 Penalty: 4477.996582
	Iteration 60F: 3 clusters Score -798624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -798626.187500 Penalty: 4477.996582
	Iteration 61Q: 3 clusters Score -798626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -798625.500000 Penalty: 4477.996582
	Iteration 62Q: 3 clusters Score -798625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -798625.562500 Penalty: 4477.996582
	Iteration 63Q: 3 clusters Score -798625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -798627.250000 Penalty: 4477.996582
	Iteration 64Q: 3 clusters Score -798627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -798627.250000 Penalty: 4477.996582
	Iteration 65F: 3 clusters Score -798627.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Entering Unmasked Estep 
Score: -1319088.750000 Penalty: 2382.327393
	Iteration 0F: 2 clusters Score -1319089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1308288.750000 Penalty: 4764.654785
	Iteration 0F: 3 clusters Score -1308289 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1311769.750000 Penalty: 4764.654785
	Iteration 1F: 3 clusters Score -1311770 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1312293.500000 Penalty: 4764.654785
	Iteration 2F: 3 clusters Score -1312294 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1312809.000000 Penalty: 4764.654785
	Iteration 3F: 3 clusters Score -1312809 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1313398.375000 Penalty: 4764.654785
	Iteration 4F: 3 clusters Score -1313398 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1314019.125000 Penalty: 4764.654785
	Iteration 5F: 3 clusters Score -1314019 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1314583.125000 Penalty: 4764.654785
	Iteration 6F: 3 clusters Score -1314583 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1315070.125000 Penalty: 4764.654785
	Iteration 7F: 3 clusters Score -1315070 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1315484.125000 Penalty: 4764.654785
	Iteration 8Q: 3 clusters Score -1315484 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1315833.875000 Penalty: 4764.654785
	Iteration 9Q: 3 clusters Score -1315834 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1316116.500000 Penalty: 4764.654785
	Iteration 10Q: 3 clusters Score -1316116 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1316307.625000 Penalty: 4764.654785
	Iteration 11Q: 3 clusters Score -1316308 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1316448.375000 Penalty: 4764.654785
	Iteration 12Q: 3 clusters Score -1316448 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1316547.250000 Penalty: 4764.654785
	Iteration 13Q: 3 clusters Score -1316547 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1316663.000000 Penalty: 4764.654785
	Iteration 14Q: 3 clusters Score -1316663 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1316754.625000 Penalty: 4764.654785
	Iteration 15Q: 3 clusters Score -1316755 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1316852.000000 Penalty: 4764.654785
	Iteration 16Q: 3 clusters Score -1316852 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1316926.375000 Penalty: 4764.654785
	Iteration 17Q: 3 clusters Score -1316926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1316990.125000 Penalty: 4764.654785
	Iteration 18Q: 3 clusters Score -1316990 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1317066.625000 Penalty: 4764.654785
	Iteration 19Q: 3 clusters Score -1317067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1317132.750000 Penalty: 4764.654785
	Iteration 20F: 3 clusters Score -1317133 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1317190.125000 Penalty: 4764.654785
	Iteration 21Q: 3 clusters Score -1317190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1317234.250000 Penalty: 4764.654785
	Iteration 22Q: 3 clusters Score -1317234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1317260.375000 Penalty: 4764.654785
	Iteration 23Q: 3 clusters Score -1317260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1317287.000000 Penalty: 4764.654785
	Iteration 24Q: 3 clusters Score -1317287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1317313.125000 Penalty: 4764.654785
	Iteration 25Q: 3 clusters Score -1317313 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1317333.250000 Penalty: 4764.654785
	Iteration 26Q: 3 clusters Score -1317333 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1317351.500000 Penalty: 4764.654785
	Iteration 27Q: 3 clusters Score -1317352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1317363.750000 Penalty: 4764.654785
	Iteration 28Q: 3 clusters Score -1317364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1317373.250000 Penalty: 4764.654785
	Iteration 29Q: 3 clusters Score -1317373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1317384.875000 Penalty: 4764.654785
	Iteration 30Q: 3 clusters Score -1317385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1317396.250000 Penalty: 4764.654785
	Iteration 31Q: 3 clusters Score -1317396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1317399.000000 Penalty: 4764.654785
	Iteration 32Q: 3 clusters Score -1317399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1317402.125000 Penalty: 4764.654785
	Iteration 33Q: 3 clusters Score -1317402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1317416.750000 Penalty: 4764.654785
	Iteration 34Q: 3 clusters Score -1317417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1317433.000000 Penalty: 4764.654785
	Iteration 35Q: 3 clusters Score -1317433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1317443.000000 Penalty: 4764.654785
	Iteration 36Q: 3 clusters Score -1317443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1317451.625000 Penalty: 4764.654785
	Iteration 37Q: 3 clusters Score -1317452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1317459.000000 Penalty: 4764.654785
	Iteration 38Q: 3 clusters Score -1317459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1317465.500000 Penalty: 4764.654785
	Iteration 39Q: 3 clusters Score -1317466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1317475.375000 Penalty: 4764.654785
	Iteration 40F: 3 clusters Score -1317475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1317481.250000 Penalty: 4764.654785
	Iteration 41Q: 3 clusters Score -1317481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1317490.750000 Penalty: 4764.654785
	Iteration 42Q: 3 clusters Score -1317491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1317500.375000 Penalty: 4764.654785
	Iteration 43Q: 3 clusters Score -1317500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1317506.250000 Penalty: 4764.654785
	Iteration 44Q: 3 clusters Score -1317506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1317515.125000 Penalty: 4764.654785
	Iteration 45Q: 3 clusters Score -1317515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1317521.625000 Penalty: 4764.654785
	Iteration 46Q: 3 clusters Score -1317522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1317528.000000 Penalty: 4764.654785
	Iteration 47Q: 3 clusters Score -1317528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1317537.000000 Penalty: 4764.654785
	Iteration 48Q: 3 clusters Score -1317537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1317543.875000 Penalty: 4764.654785
	Iteration 49Q: 3 clusters Score -1317544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1317543.625000 Penalty: 4764.654785
	Iteration 50Q: 3 clusters Score -1317544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1317543.750000 Penalty: 4764.654785
	Iteration 51Q: 3 clusters Score -1317544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1317547.625000 Penalty: 4764.654785
	Iteration 52Q: 3 clusters Score -1317548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1317548.000000 Penalty: 4764.654785
	Iteration 53Q: 3 clusters Score -1317548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1317550.500000 Penalty: 4764.654785
	Iteration 54Q: 3 clusters Score -1317550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1317553.750000 Penalty: 4764.654785
	Iteration 55Q: 3 clusters Score -1317554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1317549.250000 Penalty: 4764.654785
	Iteration 56Q: 3 clusters Score -1317549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1317551.875000 Penalty: 4764.654785
	Iteration 57Q: 3 clusters Score -1317552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1317553.875000 Penalty: 4764.654785
	Iteration 58Q: 3 clusters Score -1317554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1317560.000000 Penalty: 4764.654785
	Iteration 59Q: 3 clusters Score -1317560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1317559.250000 Penalty: 4764.654785
	Iteration 60F: 3 clusters Score -1317559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1317558.375000 Penalty: 4764.654785
	Iteration 61Q: 3 clusters Score -1317558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1317568.500000 Penalty: 4764.654785
	Iteration 62Q: 3 clusters Score -1317568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1317573.125000 Penalty: 4764.654785
	Iteration 63Q: 3 clusters Score -1317573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1317572.875000 Penalty: 4764.654785
	Iteration 64Q: 3 clusters Score -1317573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1317577.125000 Penalty: 4764.654785
	Iteration 65Q: 3 clusters Score -1317577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1317581.000000 Penalty: 4764.654785
	Iteration 66Q: 3 clusters Score -1317581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1317579.875000 Penalty: 4764.654785
	Iteration 67Q: 3 clusters Score -1317580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1317578.000000 Penalty: 4764.654785
	Iteration 68Q: 3 clusters Score -1317578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1317579.000000 Penalty: 4764.654785
	Iteration 69Q: 3 clusters Score -1317579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1317583.250000 Penalty: 4764.654785
	Iteration 70Q: 3 clusters Score -1317583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1317582.125000 Penalty: 4764.654785
	Iteration 71Q: 3 clusters Score -1317582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1317577.750000 Penalty: 4764.654785
	Iteration 72Q: 3 clusters Score -1317578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1317579.750000 Penalty: 4764.654785
	Iteration 73Q: 3 clusters Score -1317580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1317582.625000 Penalty: 4764.654785
	Iteration 74Q: 3 clusters Score -1317583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1317585.250000 Penalty: 4764.654785
	Iteration 75Q: 3 clusters Score -1317585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1317590.250000 Penalty: 4764.654785
	Iteration 76Q: 3 clusters Score -1317590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1317589.125000 Penalty: 4764.654785
	Iteration 77Q: 3 clusters Score -1317589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1317589.250000 Penalty: 4764.654785
	Iteration 78Q: 3 clusters Score -1317589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1317590.000000 Penalty: 4764.654785
	Iteration 79Q: 3 clusters Score -1317590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1317590.875000 Penalty: 4764.654785
	Iteration 80F: 3 clusters Score -1317591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1317591.125000 Penalty: 4764.654785
	Iteration 81Q: 3 clusters Score -1317591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1317593.500000 Penalty: 4764.654785
	Iteration 82Q: 3 clusters Score -1317594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1317596.500000 Penalty: 4764.654785
	Iteration 83Q: 3 clusters Score -1317596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1317596.875000 Penalty: 4764.654785
	Iteration 84Q: 3 clusters Score -1317597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1317598.250000 Penalty: 4764.654785
	Iteration 85Q: 3 clusters Score -1317598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1317601.875000 Penalty: 4764.654785
	Iteration 86Q: 3 clusters Score -1317602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1317599.625000 Penalty: 4764.654785
	Iteration 87Q: 3 clusters Score -1317600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1317602.125000 Penalty: 4764.654785
	Iteration 88Q: 3 clusters Score -1317602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1317604.000000 Penalty: 4764.654785
	Iteration 89Q: 3 clusters Score -1317604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1317606.000000 Penalty: 4764.654785
	Iteration 90Q: 3 clusters Score -1317606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1317603.750000 Penalty: 4764.654785
	Iteration 91Q: 3 clusters Score -1317604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1317604.750000 Penalty: 4764.654785
	Iteration 92Q: 3 clusters Score -1317605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1317606.000000 Penalty: 4764.654785
	Iteration 93Q: 3 clusters Score -1317606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1317608.500000 Penalty: 4764.654785
	Iteration 94Q: 3 clusters Score -1317608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1317608.500000 Penalty: 4764.654785
	Iteration 95F: 3 clusters Score -1317608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -397698.062500 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -397698.1 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 2125 members 
Entering Unmasked Estep 
Score: -393569.062500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -393569.1 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -394563.781250 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -394563.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -394791.093750 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -394791.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -394961.437500 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -394961.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -395115.812500 Penalty: 4150.986816
	Iteration 4Q: 3 clusters Score -395115.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -395260.468750 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -395260.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -395408.062500 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -395408.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -395523.312500 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -395523.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -395617.468750 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -395617.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -395703.468750 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -395703.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -395783.218750 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -395783.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -395849.093750 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -395849.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -395942.281250 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -395942.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -396019.843750 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -396019.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -396087.781250 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -396087.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -396170.187500 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -396170.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396260.187500 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -396260.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -396357.625000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -396357.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -396451.593750 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -396451.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -396523.781250 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -396523.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -396575.156250 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -396575.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -396600.718750 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -396600.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -396612.187500 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -396612.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -396622.468750 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -396622.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -396627.968750 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -396628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -396631.500000 Penalty: 4150.986816
	Iteration 25Q: 3 clusters Score -396631.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -396636.718750 Penalty: 4150.986816
	Iteration 26Q: 3 clusters Score -396636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -396638.718750 Penalty: 4150.986816
	Iteration 27Q: 3 clusters Score -396638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -396640.937500 Penalty: 4150.986816
	Iteration 28Q: 3 clusters Score -396640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -396642.843750 Penalty: 4150.986816
	Iteration 29Q: 3 clusters Score -396642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -396645.218750 Penalty: 4150.986816
	Iteration 30Q: 3 clusters Score -396645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -396644.625000 Penalty: 4150.986816
	Iteration 31Q: 3 clusters Score -396644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -396646.875000 Penalty: 4150.986816
	Iteration 32Q: 3 clusters Score -396646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -396648.968750 Penalty: 4150.986816
	Iteration 33Q: 3 clusters Score -396649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -396651.656250 Penalty: 4150.986816
	Iteration 34Q: 3 clusters Score -396651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396655.343750 Penalty: 4150.986816
	Iteration 35Q: 3 clusters Score -396655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -396659.468750 Penalty: 4150.986816
	Iteration 36Q: 3 clusters Score -396659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -396661.687500 Penalty: 4150.986816
	Iteration 37Q: 3 clusters Score -396661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -396663.156250 Penalty: 4150.986816
	Iteration 38Q: 3 clusters Score -396663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396666.875000 Penalty: 4150.986816
	Iteration 39Q: 3 clusters Score -396666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -396668.968750 Penalty: 4150.986816
	Iteration 40F: 3 clusters Score -396669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -396673.343750 Penalty: 4150.986816
	Iteration 41Q: 3 clusters Score -396673.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -396677.000000 Penalty: 4150.986816
	Iteration 42Q: 3 clusters Score -396677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -396681.062500 Penalty: 4150.986816
	Iteration 43Q: 3 clusters Score -396681.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -396684.437500 Penalty: 4150.986816
	Iteration 44Q: 3 clusters Score -396684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -396686.093750 Penalty: 4150.986816
	Iteration 45Q: 3 clusters Score -396686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -396687.562500 Penalty: 4150.986816
	Iteration 46Q: 3 clusters Score -396687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -396691.750000 Penalty: 4150.986816
	Iteration 47Q: 3 clusters Score -396691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -396693.093750 Penalty: 4150.986816
	Iteration 48Q: 3 clusters Score -396693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -396695.750000 Penalty: 4150.986816
	Iteration 49Q: 3 clusters Score -396695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -396698.093750 Penalty: 4150.986816
	Iteration 50Q: 3 clusters Score -396698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396698.937500 Penalty: 4150.986816
	Iteration 51Q: 3 clusters Score -396698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396700.062500 Penalty: 4150.986816
	Iteration 52Q: 3 clusters Score -396700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -396700.562500 Penalty: 4150.986816
	Iteration 53Q: 3 clusters Score -396700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -396700.562500 Penalty: 4150.986816
	Iteration 54F: 3 clusters Score -396700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Entering Unmasked Estep 
Score: -870369.000000 Penalty: 2256.542480
	Iteration 0F: 2 clusters Score -870369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -863355.875000 Penalty: 4513.084961
	Iteration 0F: 3 clusters Score -863355.9 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -865397.875000 Penalty: 4513.084961
	Iteration 1F: 3 clusters Score -865397.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -865913.062500 Penalty: 4513.084961
	Iteration 2F: 3 clusters Score -865913.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -866457.812500 Penalty: 4513.084961
	Iteration 3F: 3 clusters Score -866457.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -866950.312500 Penalty: 4513.084961
	Iteration 4F: 3 clusters Score -866950.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -867416.250000 Penalty: 4513.084961
	Iteration 5F: 3 clusters Score -867416.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -867812.812500 Penalty: 4513.084961
	Iteration 6F: 3 clusters Score -867812.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -868138.687500 Penalty: 4513.084961
	Iteration 7Q: 3 clusters Score -868138.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -868420.062500 Penalty: 4513.084961
	Iteration 8Q: 3 clusters Score -868420.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -868608.875000 Penalty: 4513.084961
	Iteration 9Q: 3 clusters Score -868608.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -868774.000000 Penalty: 4513.084961
	Iteration 10Q: 3 clusters Score -868774 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -868949.875000 Penalty: 4513.084961
	Iteration 11Q: 3 clusters Score -868949.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -869149.000000 Penalty: 4513.084961
	Iteration 12Q: 3 clusters Score -869149 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -869314.250000 Penalty: 4513.084961
	Iteration 13Q: 3 clusters Score -869314.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -869416.187500 Penalty: 4513.084961
	Iteration 14Q: 3 clusters Score -869416.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -869488.812500 Penalty: 4513.084961
	Iteration 15Q: 3 clusters Score -869488.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -869542.750000 Penalty: 4513.084961
	Iteration 16Q: 3 clusters Score -869542.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -869575.937500 Penalty: 4513.084961
	Iteration 17Q: 3 clusters Score -869575.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -869597.625000 Penalty: 4513.084961
	Iteration 18Q: 3 clusters Score -869597.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -869614.062500 Penalty: 4513.084961
	Iteration 19Q: 3 clusters Score -869614.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -869623.687500 Penalty: 4513.084961
	Iteration 20F: 3 clusters Score -869623.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -869637.500000 Penalty: 4513.084961
	Iteration 21Q: 3 clusters Score -869637.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -869656.062500 Penalty: 4513.084961
	Iteration 22Q: 3 clusters Score -869656.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -869665.750000 Penalty: 4513.084961
	Iteration 23Q: 3 clusters Score -869665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -869675.000000 Penalty: 4513.084961
	Iteration 24Q: 3 clusters Score -869675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -869682.125000 Penalty: 4513.084961
	Iteration 25Q: 3 clusters Score -869682.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -869686.562500 Penalty: 4513.084961
	Iteration 26Q: 3 clusters Score -869686.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -869694.375000 Penalty: 4513.084961
	Iteration 27Q: 3 clusters Score -869694.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -869701.125000 Penalty: 4513.084961
	Iteration 28Q: 3 clusters Score -869701.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -869703.000000 Penalty: 4513.084961
	Iteration 29Q: 3 clusters Score -869703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -869703.500000 Penalty: 4513.084961
	Iteration 30Q: 3 clusters Score -869703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -869705.312500 Penalty: 4513.084961
	Iteration 31Q: 3 clusters Score -869705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -869707.062500 Penalty: 4513.084961
	Iteration 32Q: 3 clusters Score -869707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -869707.812500 Penalty: 4513.084961
	Iteration 33Q: 3 clusters Score -869707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -869710.625000 Penalty: 4513.084961
	Iteration 34Q: 3 clusters Score -869710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -869710.625000 Penalty: 4513.084961
	Iteration 35Q: 3 clusters Score -869710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -869711.062500 Penalty: 4513.084961
	Iteration 36Q: 3 clusters Score -869711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -869712.375000 Penalty: 4513.084961
	Iteration 37Q: 3 clusters Score -869712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -869711.812500 Penalty: 4513.084961
	Iteration 38Q: 3 clusters Score -869711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -869711.812500 Penalty: 4513.084961
	Iteration 39Q: 3 clusters Score -869711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -869710.875000 Penalty: 4513.084961
	Iteration 40F: 3 clusters Score -869710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -869713.250000 Penalty: 4513.084961
	Iteration 41Q: 3 clusters Score -869713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -869714.562500 Penalty: 4513.084961
	Iteration 42Q: 3 clusters Score -869714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -869715.062500 Penalty: 4513.084961
	Iteration 43Q: 3 clusters Score -869715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -869715.562500 Penalty: 4513.084961
	Iteration 44Q: 3 clusters Score -869715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -869716.000000 Penalty: 4513.084961
	Iteration 45Q: 3 clusters Score -869716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -869716.000000 Penalty: 4513.084961
	Iteration 46F: 3 clusters Score -869716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Entering Unmasked Estep 
Score: -3028521.500000 Penalty: 2559.308838
	Iteration 0F: 2 clusters Score -3028522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3007718.250000 Penalty: 5118.617676
	Iteration 0F: 3 clusters Score -3007718 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3015381.500000 Penalty: 5118.617676
	Iteration 1F: 3 clusters Score -3015382 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3016241.750000 Penalty: 5118.617676
	Iteration 2F: 3 clusters Score -3016242 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3017366.750000 Penalty: 5118.617676
	Iteration 3F: 3 clusters Score -3017367 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3018719.000000 Penalty: 5118.617676
	Iteration 4F: 3 clusters Score -3018719 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3020097.500000 Penalty: 5118.617676
	Iteration 5F: 3 clusters Score -3020098 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3021247.250000 Penalty: 5118.617676
	Iteration 6F: 3 clusters Score -3021247 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3022090.750000 Penalty: 5118.617676
	Iteration 7F: 3 clusters Score -3022091 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3022687.750000 Penalty: 5118.617676
	Iteration 8Q: 3 clusters Score -3022688 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3023109.250000 Penalty: 5118.617676
	Iteration 9Q: 3 clusters Score -3023109 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3023505.000000 Penalty: 5118.617676
	Iteration 10Q: 3 clusters Score -3023505 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3023852.000000 Penalty: 5118.617676
	Iteration 11Q: 3 clusters Score -3023852 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3024153.000000 Penalty: 5118.617676
	Iteration 12Q: 3 clusters Score -3024153 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3024433.000000 Penalty: 5118.617676
	Iteration 13Q: 3 clusters Score -3024433 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3024685.750000 Penalty: 5118.617676
	Iteration 14Q: 3 clusters Score -3024686 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3024861.250000 Penalty: 5118.617676
	Iteration 15Q: 3 clusters Score -3024861 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3024994.500000 Penalty: 5118.617676
	Iteration 16Q: 3 clusters Score -3024994 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3025080.000000 Penalty: 5118.617676
	Iteration 17Q: 3 clusters Score -3025080 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3025141.000000 Penalty: 5118.617676
	Iteration 18Q: 3 clusters Score -3025141 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3025195.500000 Penalty: 5118.617676
	Iteration 19Q: 3 clusters Score -3025196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3025239.250000 Penalty: 5118.617676
	Iteration 20F: 3 clusters Score -3025239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3025272.000000 Penalty: 5118.617676
	Iteration 21Q: 3 clusters Score -3025272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3025314.750000 Penalty: 5118.617676
	Iteration 22Q: 3 clusters Score -3025315 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3025338.500000 Penalty: 5118.617676
	Iteration 23Q: 3 clusters Score -3025338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3025361.250000 Penalty: 5118.617676
	Iteration 24Q: 3 clusters Score -3025361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3025371.250000 Penalty: 5118.617676
	Iteration 25Q: 3 clusters Score -3025371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3025400.000000 Penalty: 5118.617676
	Iteration 26Q: 3 clusters Score -3025400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3025426.250000 Penalty: 5118.617676
	Iteration 27Q: 3 clusters Score -3025426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3025444.000000 Penalty: 5118.617676
	Iteration 28Q: 3 clusters Score -3025444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3025462.250000 Penalty: 5118.617676
	Iteration 29Q: 3 clusters Score -3025462 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3025480.250000 Penalty: 5118.617676
	Iteration 30Q: 3 clusters Score -3025480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3025503.000000 Penalty: 5118.617676
	Iteration 31Q: 3 clusters Score -3025503 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3025525.750000 Penalty: 5118.617676
	Iteration 32Q: 3 clusters Score -3025526 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3025539.000000 Penalty: 5118.617676
	Iteration 33Q: 3 clusters Score -3025539 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3025563.250000 Penalty: 5118.617676
	Iteration 34Q: 3 clusters Score -3025563 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3025592.750000 Penalty: 5118.617676
	Iteration 35Q: 3 clusters Score -3025593 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3025625.750000 Penalty: 5118.617676
	Iteration 36Q: 3 clusters Score -3025626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3025661.750000 Penalty: 5118.617676
	Iteration 37Q: 3 clusters Score -3025662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3025676.250000 Penalty: 5118.617676
	Iteration 38Q: 3 clusters Score -3025676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3025705.250000 Penalty: 5118.617676
	Iteration 39Q: 3 clusters Score -3025705 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3025719.000000 Penalty: 5118.617676
	Iteration 40F: 3 clusters Score -3025719 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3025748.000000 Penalty: 5118.617676
	Iteration 41Q: 3 clusters Score -3025748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3025784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3025806.500000 Penalty: 5118.617676
	Iteration 43Q: 3 clusters Score -3025806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3025821.750000 Penalty: 5118.617676
	Iteration 44Q: 3 clusters Score -3025822 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3025841.750000 Penalty: 5118.617676
	Iteration 45Q: 3 clusters Score -3025842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3025858.000000 Penalty: 5118.617676
	Iteration 46Q: 3 clusters Score -3025858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3025877.500000 Penalty: 5118.617676
	Iteration 47Q: 3 clusters Score -3025878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3025893.500000 Penalty: 5118.617676
	Iteration 48Q: 3 clusters Score -3025894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3025916.500000 Penalty: 5118.617676
	Iteration 49Q: 3 clusters Score -3025916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3025935.750000 Penalty: 5118.617676
	Iteration 50Q: 3 clusters Score -3025936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3025959.750000 Penalty: 5118.617676
	Iteration 51Q: 3 clusters Score -3025960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3025984.000000 Penalty: 5118.617676
	Iteration 52Q: 3 clusters Score -3025984 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3025998.250000 Penalty: 5118.617676
	Iteration 53Q: 3 clusters Score -3025998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3026006.500000 Penalty: 5118.617676
	Iteration 54Q: 3 clusters Score -3026006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3026019.250000 Penalty: 5118.617676
	Iteration 55Q: 3 clusters Score -3026019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3026049.750000 Penalty: 5118.617676
	Iteration 56Q: 3 clusters Score -3026050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3026056.000000 Penalty: 5118.617676
	Iteration 57Q: 3 clusters Score -3026056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3026070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3026077.750000 Penalty: 5118.617676
	Iteration 59Q: 3 clusters Score -3026078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3026097.000000 Penalty: 5118.617676
	Iteration 60F: 3 clusters Score -3026097 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3026118.500000 Penalty: 5118.617676
	Iteration 61Q: 3 clusters Score -3026118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3026120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3026120.000000 Penalty: 5118.617676
	Iteration 63Q: 3 clusters Score -3026120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3026126.500000 Penalty: 5118.617676
	Iteration 64Q: 3 clusters Score -3026126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3026143.000000 Penalty: 5118.617676
	Iteration 65Q: 3 clusters Score -3026143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3026153.750000 Penalty: 5118.617676
	Iteration 66Q: 3 clusters Score -3026154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3026150.750000 Penalty: 5118.617676
	Iteration 67Q: 3 clusters Score -3026151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3026158.750000 Penalty: 5118.617676
	Iteration 68Q: 3 clusters Score -3026159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3026167.500000 Penalty: 5118.617676
	Iteration 69Q: 3 clusters Score -3026168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3026177.000000 Penalty: 5118.617676
	Iteration 70Q: 3 clusters Score -3026177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3026192.500000 Penalty: 5118.617676
	Iteration 71Q: 3 clusters Score -3026192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3026203.000000 Penalty: 5118.617676
	Iteration 72Q: 3 clusters Score -3026203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3026202.750000 Penalty: 5118.617676
	Iteration 73Q: 3 clusters Score -3026203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3026210.000000 Penalty: 5118.617676
	Iteration 74Q: 3 clusters Score -3026210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3026220.000000 Penalty: 5118.617676
	Iteration 75Q: 3 clusters Score -3026220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3026226.500000 Penalty: 5118.617676
	Iteration 76Q: 3 clusters Score -3026226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3026231.250000 Penalty: 5118.617676
	Iteration 77Q: 3 clusters Score -3026231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3026235.250000 Penalty: 5118.617676
	Iteration 78Q: 3 clusters Score -3026235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3026238.250000 Penalty: 5118.617676
	Iteration 79Q: 3 clusters Score -3026238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3026242.750000 Penalty: 5118.617676
	Iteration 80F: 3 clusters Score -3026243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3026257.250000 Penalty: 5118.617676
	Iteration 81Q: 3 clusters Score -3026257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3026269.500000 Penalty: 5118.617676
	Iteration 82Q: 3 clusters Score -3026270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3026267.500000 Penalty: 5118.617676
	Iteration 83Q: 3 clusters Score -3026268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3026283.000000 Penalty: 5118.617676
	Iteration 84Q: 3 clusters Score -3026283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3026277.250000 Penalty: 5118.617676
	Iteration 85Q: 3 clusters Score -3026277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3026289.000000 Penalty: 5118.617676
	Iteration 86Q: 3 clusters Score -3026289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3026291.500000 Penalty: 5118.617676
	Iteration 87Q: 3 clusters Score -3026292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3026303.250000 Penalty: 5118.617676
	Iteration 88Q: 3 clusters Score -3026303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3026313.250000 Penalty: 5118.617676
	Iteration 89Q: 3 clusters Score -3026313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3026322.250000 Penalty: 5118.617676
	Iteration 90Q: 3 clusters Score -3026322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3026322.500000 Penalty: 5118.617676
	Iteration 91Q: 3 clusters Score -3026322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3026330.000000 Penalty: 5118.617676
	Iteration 92Q: 3 clusters Score -3026330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3026347.750000 Penalty: 5118.617676
	Iteration 93Q: 3 clusters Score -3026348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3026349.000000 Penalty: 5118.617676
	Iteration 94Q: 3 clusters Score -3026349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3026359.500000 Penalty: 5118.617676
	Iteration 95Q: 3 clusters Score -3026360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3026368.250000 Penalty: 5118.617676
	Iteration 96Q: 3 clusters Score -3026368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3026382.750000 Penalty: 5118.617676
	Iteration 97Q: 3 clusters Score -3026383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3026384.250000 Penalty: 5118.617676
	Iteration 98Q: 3 clusters Score -3026384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3026391.500000 Penalty: 5118.617676
	Iteration 99Q: 3 clusters Score -3026392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3026388.000000 Penalty: 5118.617676
	Iteration 100F: 3 clusters Score -3026388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3026397.500000 Penalty: 5118.617676
	Iteration 101Q: 3 clusters Score -3026398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3026415.000000 Penalty: 5118.617676
	Iteration 102Q: 3 clusters Score -3026415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3026432.000000 Penalty: 5118.617676
	Iteration 103Q: 3 clusters Score -3026432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3026446.500000 Penalty: 5118.617676
	Iteration 104Q: 3 clusters Score -3026446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3026446.250000 Penalty: 5118.617676
	Iteration 105Q: 3 clusters Score -3026446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3026454.000000 Penalty: 5118.617676
	Iteration 106Q: 3 clusters Score -3026454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3026465.750000 Penalty: 5118.617676
	Iteration 107Q: 3 clusters Score -3026466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3026463.250000 Penalty: 5118.617676
	Iteration 108Q: 3 clusters Score -3026463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3026463.000000 Penalty: 5118.617676
	Iteration 109Q: 3 clusters Score -3026463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3026470.000000 Penalty: 5118.617676
	Iteration 110Q: 3 clusters Score -3026470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3026473.500000 Penalty: 5118.617676
	Iteration 111Q: 3 clusters Score -3026474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3026478.000000 Penalty: 5118.617676
	Iteration 112Q: 3 clusters Score -3026478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3026478.750000 Penalty: 5118.617676
	Iteration 113Q: 3 clusters Score -3026479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3026477.000000 Penalty: 5118.617676
	Iteration 114Q: 3 clusters Score -3026477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3026477.250000 Penalty: 5118.617676
	Iteration 115Q: 3 clusters Score -3026477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3026472.250000 Penalty: 5118.617676
	Iteration 116Q: 3 clusters Score -3026472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3026475.250000 Penalty: 5118.617676
	Iteration 117Q: 3 clusters Score -3026475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3026472.750000 Penalty: 5118.617676
	Iteration 118Q: 3 clusters Score -3026473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3026471.750000 Penalty: 5118.617676
	Iteration 119Q: 3 clusters Score -3026472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3026471.750000 Penalty: 5118.617676
	Iteration 120F: 3 clusters Score -3026472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -102529.875000 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -102529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100485.796875 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -100485.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100755.898438 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -100755.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100853.085938 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -100853.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100910.914062 Penalty: 3470.807617
	Iteration 3Q: 3 clusters Score -100910.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -100935.195312 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -100935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100954.734375 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -100954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100970.039062 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -100970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100986.187500 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -100986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -100996.140625 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -100996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101002.929688 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -101002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101008.609375 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -101008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101010.421875 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -101010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101012.656250 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -101012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101015.312500 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -101015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101021.679688 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -101021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101028.289062 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -101028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101032.929688 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -101032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101036.687500 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -101036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101040.679688 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -101040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101040.679688 Penalty: 3470.807617
	Iteration 19F: 3 clusters Score -101040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -219190.609375 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -219190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -216149.468750 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -216149.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -216989.406250 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -216989.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -217317.171875 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -217317.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -217629.265625 Penalty: 3942.749268
	Iteration 3F: 3 clusters Score -217629.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -217919.609375 Penalty: 3942.749268
	Iteration 4F: 3 clusters Score -217919.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -218095.203125 Penalty: 3942.749268
	Iteration 5F: 3 clusters Score -218095.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -218191.734375 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -218191.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -218252.125000 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -218252.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -218299.906250 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -218299.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -218343.593750 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -218343.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -218375.984375 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -218376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -218402.406250 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -218402.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -218431.328125 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -218431.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -218454.546875 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -218454.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -218471.890625 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -218471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -218485.781250 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -218485.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -218498.187500 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -218498.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -218510.750000 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -218510.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -218523.937500 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -218523.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -218540.781250 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -218540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -218558.390625 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -218558.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -218585.968750 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -218586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -218615.343750 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -218615.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -218640.625000 Penalty: 3942.749268
	Iteration 23Q: 3 clusters Score -218640.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218670.921875 Penalty: 3942.749268
	Iteration 24Q: 3 clusters Score -218670.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218686.265625 Penalty: 3942.749268
	Iteration 25Q: 3 clusters Score -218686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -218695.937500 Penalty: 3942.749268
	Iteration 26Q: 3 clusters Score -218695.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -218702.265625 Penalty: 3942.749268
	Iteration 27Q: 3 clusters Score -218702.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218709.734375 Penalty: 3942.749268
	Iteration 28Q: 3 clusters Score -218709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218714.625000 Penalty: 3942.749268
	Iteration 29Q: 3 clusters Score -218714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -218719.859375 Penalty: 3942.749268
	Iteration 30Q: 3 clusters Score -218719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218727.187500 Penalty: 3942.749268
	Iteration 31Q: 3 clusters Score -218727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218730.656250 Penalty: 3942.749268
	Iteration 32Q: 3 clusters Score -218730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218733.437500 Penalty: 3942.749268
	Iteration 33Q: 3 clusters Score -218733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218733.656250 Penalty: 3942.749268
	Iteration 34Q: 3 clusters Score -218733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218735.187500 Penalty: 3942.749268
	Iteration 35Q: 3 clusters Score -218735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218735.187500 Penalty: 3942.749268
	Iteration 36F: 3 clusters Score -218735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -131251.046875 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -131251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129023.250000 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -129023.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -129370.437500 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -129370.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -129460.453125 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -129460.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129513.531250 Penalty: 3588.866943
	Iteration 3Q: 3 clusters Score -129513.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129548.492188 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -129548.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129572.648438 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -129572.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129597.398438 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -129597.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129619.500000 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -129619.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129637.796875 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -129637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129646.195312 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -129646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129656.031250 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -129656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -129662.289062 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -129662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129666.945312 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -129666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -129669.695312 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -129669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129671.117188 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -129671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129671.789062 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -129671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129673.851562 Penalty: 3588.866943
	Iteration 16Q: 3 clusters Score -129673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129675.757812 Penalty: 3588.866943
	Iteration 17Q: 3 clusters Score -129675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129676.664062 Penalty: 3588.866943
	Iteration 18Q: 3 clusters Score -129676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -129678.773438 Penalty: 3588.866943
	Iteration 19Q: 3 clusters Score -129678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129678.968750 Penalty: 3588.866943
	Iteration 20F: 3 clusters Score -129679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129679.765625 Penalty: 3588.866943
	Iteration 21Q: 3 clusters Score -129679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129679.765625 Penalty: 3588.866943
	Iteration 22F: 3 clusters Score -129679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -290282.500000 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -290282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287126.468750 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -287126.5 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287728.312500 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -287728.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -287882.281250 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -287882.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -288002.718750 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -288002.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -288097.812500 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -288097.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -288187.906250 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -288187.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -288264.906250 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -288264.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -288312.093750 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -288312.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -288346.031250 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -288346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -288372.437500 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -288372.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -288393.968750 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -288394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -288413.250000 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -288413.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -288428.125000 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -288428.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -288439.812500 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -288439.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -288450.437500 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -288450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -288456.500000 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -288456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -288459.875000 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -288459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -288462.750000 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -288462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -288465.750000 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -288465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -288468.625000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -288468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -288469.531250 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -288469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -288471.062500 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -288471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -288474.468750 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -288474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -288476.093750 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -288476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -288477.531250 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -288477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -288480.375000 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -288480.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -288482.906250 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -288482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -288487.687500 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -288487.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -288492.031250 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -288492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -288494.843750 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -288494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -288497.156250 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -288497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -288498.531250 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -288498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -288499.593750 Penalty: 3947.974121
	Iteration 32Q: 3 clusters Score -288499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -288500.343750 Penalty: 3947.974121
	Iteration 33Q: 3 clusters Score -288500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -288500.687500 Penalty: 3947.974121
	Iteration 34Q: 3 clusters Score -288500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -288501.750000 Penalty: 3947.974121
	Iteration 35Q: 3 clusters Score -288501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -288501.750000 Penalty: 3947.974121
	Iteration 36Q: 3 clusters Score -288501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -288501.750000 Penalty: 3947.974121
	Iteration 37F: 3 clusters Score -288501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Entering Unmasked Estep 
Score: -997727.375000 Penalty: 2279.179443
	Iteration 0F: 2 clusters Score -997727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -990207.125000 Penalty: 4558.358887
	Iteration 0F: 3 clusters Score -990207.1 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -992345.625000 Penalty: 4558.358887
	Iteration 1F: 3 clusters Score -992345.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -992615.437500 Penalty: 4558.358887
	Iteration 2F: 3 clusters Score -992615.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -992781.062500 Penalty: 4558.358887
	Iteration 3Q: 3 clusters Score -992781.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -992889.875000 Penalty: 4558.358887
	Iteration 4Q: 3 clusters Score -992889.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -992963.125000 Penalty: 4558.358887
	Iteration 5Q: 3 clusters Score -992963.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -993024.312500 Penalty: 4558.358887
	Iteration 6Q: 3 clusters Score -993024.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -993076.812500 Penalty: 4558.358887
	Iteration 7Q: 3 clusters Score -993076.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -993141.062500 Penalty: 4558.358887
	Iteration 8Q: 3 clusters Score -993141.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -993202.562500 Penalty: 4558.358887
	Iteration 9Q: 3 clusters Score -993202.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -993260.437500 Penalty: 4558.358887
	Iteration 10Q: 3 clusters Score -993260.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -993323.875000 Penalty: 4558.358887
	Iteration 11Q: 3 clusters Score -993323.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -993388.500000 Penalty: 4558.358887
	Iteration 12Q: 3 clusters Score -993388.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -993467.937500 Penalty: 4558.358887
	Iteration 13Q: 3 clusters Score -993467.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -993578.812500 Penalty: 4558.358887
	Iteration 14Q: 3 clusters Score -993578.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -993724.250000 Penalty: 4558.358887
	Iteration 15Q: 3 clusters Score -993724.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -993940.625000 Penalty: 4558.358887
	Iteration 16Q: 3 clusters Score -993940.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -994234.750000 Penalty: 4558.358887
	Iteration 17Q: 3 clusters Score -994234.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -994520.125000 Penalty: 4558.358887
	Iteration 18Q: 3 clusters Score -994520.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -994791.312500 Penalty: 4558.358887
	Iteration 19Q: 3 clusters Score -994791.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -995100.375000 Penalty: 4558.358887
	Iteration 20F: 3 clusters Score -995100.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -995327.625000 Penalty: 4558.358887
	Iteration 21Q: 3 clusters Score -995327.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -995475.750000 Penalty: 4558.358887
	Iteration 22Q: 3 clusters Score -995475.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -995580.125000 Penalty: 4558.358887
	Iteration 23Q: 3 clusters Score -995580.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -995640.312500 Penalty: 4558.358887
	Iteration 24Q: 3 clusters Score -995640.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -995694.437500 Penalty: 4558.358887
	Iteration 25Q: 3 clusters Score -995694.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -995732.562500 Penalty: 4558.358887
	Iteration 26Q: 3 clusters Score -995732.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -995759.687500 Penalty: 4558.358887
	Iteration 27Q: 3 clusters Score -995759.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -995776.125000 Penalty: 4558.358887
	Iteration 28Q: 3 clusters Score -995776.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -995789.250000 Penalty: 4558.358887
	Iteration 29Q: 3 clusters Score -995789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -995802.375000 Penalty: 4558.358887
	Iteration 30Q: 3 clusters Score -995802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -995814.062500 Penalty: 4558.358887
	Iteration 31Q: 3 clusters Score -995814.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -995823.750000 Penalty: 4558.358887
	Iteration 32Q: 3 clusters Score -995823.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -995836.562500 Penalty: 4558.358887
	Iteration 33Q: 3 clusters Score -995836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -995844.000000 Penalty: 4558.358887
	Iteration 34Q: 3 clusters Score -995844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -995848.062500 Penalty: 4558.358887
	Iteration 35Q: 3 clusters Score -995848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -995851.750000 Penalty: 4558.358887
	Iteration 36Q: 3 clusters Score -995851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -995855.312500 Penalty: 4558.358887
	Iteration 37Q: 3 clusters Score -995855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -995855.750000 Penalty: 4558.358887
	Iteration 38Q: 3 clusters Score -995855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -995861.187500 Penalty: 4558.358887
	Iteration 39Q: 3 clusters Score -995861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -995860.937500 Penalty: 4558.358887
	Iteration 40F: 3 clusters Score -995860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -995859.812500 Penalty: 4558.358887
	Iteration 41Q: 3 clusters Score -995859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -995861.812500 Penalty: 4558.358887
	Iteration 42Q: 3 clusters Score -995861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -995861.812500 Penalty: 4558.358887
	Iteration 43F: 3 clusters Score -995861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -166785.359375 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -166785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164306.921875 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -164306.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -164767.250000 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -164767.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -164888.843750 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -164888.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164962.968750 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -164963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -165029.546875 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -165029.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -165097.515625 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -165097.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -165145.765625 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -165145.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -165181.593750 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -165181.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165210.062500 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -165210.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165241.312500 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -165241.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165284.281250 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -165284.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -165335.046875 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -165335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165395.765625 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -165395.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -165459.265625 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -165459.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -165526.187500 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -165526.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -165605.015625 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -165605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -165702.093750 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -165702.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165775.734375 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -165775.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165832.578125 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -165832.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165875.343750 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -165875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -165901.515625 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -165901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165913.921875 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -165913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165923.281250 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -165923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -165935.796875 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -165935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -165944.343750 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -165944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -165948.046875 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -165948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -165949.296875 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -165949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -165949.296875 Penalty: 3730.304932
	Iteration 27F: 3 clusters Score -165949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -565653.562500 Penalty: 2166.290527
	Iteration 0F: 2 clusters Score -565653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -560414.375000 Penalty: 4332.581055
	Iteration 0F: 3 clusters Score -560414.4 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -561934.812500 Penalty: 4332.581055
	Iteration 1F: 3 clusters Score -561934.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -562391.562500 Penalty: 4332.581055
	Iteration 2F: 3 clusters Score -562391.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -562697.062500 Penalty: 4332.581055
	Iteration 3F: 3 clusters Score -562697.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -562914.125000 Penalty: 4332.581055
	Iteration 4F: 3 clusters Score -562914.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -563070.812500 Penalty: 4332.581055
	Iteration 5Q: 3 clusters Score -563070.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -563177.125000 Penalty: 4332.581055
	Iteration 6Q: 3 clusters Score -563177.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -563262.937500 Penalty: 4332.581055
	Iteration 7Q: 3 clusters Score -563262.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -563324.062500 Penalty: 4332.581055
	Iteration 8Q: 3 clusters Score -563324.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -563381.625000 Penalty: 4332.581055
	Iteration 9Q: 3 clusters Score -563381.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -563432.312500 Penalty: 4332.581055
	Iteration 10Q: 3 clusters Score -563432.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -563483.187500 Penalty: 4332.581055
	Iteration 11Q: 3 clusters Score -563483.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -563538.812500 Penalty: 4332.581055
	Iteration 12Q: 3 clusters Score -563538.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -563580.937500 Penalty: 4332.581055
	Iteration 13Q: 3 clusters Score -563580.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -563614.000000 Penalty: 4332.581055
	Iteration 14Q: 3 clusters Score -563614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -563640.750000 Penalty: 4332.581055
	Iteration 15Q: 3 clusters Score -563640.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -563676.687500 Penalty: 4332.581055
	Iteration 16Q: 3 clusters Score -563676.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -563705.937500 Penalty: 4332.581055
	Iteration 17Q: 3 clusters Score -563705.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -563733.500000 Penalty: 4332.581055
	Iteration 18Q: 3 clusters Score -563733.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -563754.562500 Penalty: 4332.581055
	Iteration 19Q: 3 clusters Score -563754.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -563768.375000 Penalty: 4332.581055
	Iteration 20F: 3 clusters Score -563768.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -563788.187500 Penalty: 4332.581055
	Iteration 21Q: 3 clusters Score -563788.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -563808.125000 Penalty: 4332.581055
	Iteration 22Q: 3 clusters Score -563808.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -563825.312500 Penalty: 4332.581055
	Iteration 23Q: 3 clusters Score -563825.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -563839.875000 Penalty: 4332.581055
	Iteration 24Q: 3 clusters Score -563839.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -563852.562500 Penalty: 4332.581055
	Iteration 25Q: 3 clusters Score -563852.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -563863.437500 Penalty: 4332.581055
	Iteration 26Q: 3 clusters Score -563863.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -563872.562500 Penalty: 4332.581055
	Iteration 27Q: 3 clusters Score -563872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -563883.312500 Penalty: 4332.581055
	Iteration 28Q: 3 clusters Score -563883.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -563897.750000 Penalty: 4332.581055
	Iteration 29Q: 3 clusters Score -563897.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -563917.687500 Penalty: 4332.581055
	Iteration 30Q: 3 clusters Score -563917.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -563932.000000 Penalty: 4332.581055
	Iteration 31Q: 3 clusters Score -563932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -563944.437500 Penalty: 4332.581055
	Iteration 32Q: 3 clusters Score -563944.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -563955.187500 Penalty: 4332.581055
	Iteration 33Q: 3 clusters Score -563955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -563961.062500 Penalty: 4332.581055
	Iteration 34Q: 3 clusters Score -563961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -563964.750000 Penalty: 4332.581055
	Iteration 35Q: 3 clusters Score -563964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -563966.625000 Penalty: 4332.581055
	Iteration 36Q: 3 clusters Score -563966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -563971.000000 Penalty: 4332.581055
	Iteration 37Q: 3 clusters Score -563971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -563973.375000 Penalty: 4332.581055
	Iteration 38Q: 3 clusters Score -563973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -563976.500000 Penalty: 4332.581055
	Iteration 39Q: 3 clusters Score -563976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -563979.375000 Penalty: 4332.581055
	Iteration 40F: 3 clusters Score -563979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -563980.875000 Penalty: 4332.581055
	Iteration 41Q: 3 clusters Score -563980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -563981.937500 Penalty: 4332.581055
	Iteration 42Q: 3 clusters Score -563981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -563984.562500 Penalty: 4332.581055
	Iteration 43Q: 3 clusters Score -563984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -563984.625000 Penalty: 4332.581055
	Iteration 44Q: 3 clusters Score -563984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -563987.375000 Penalty: 4332.581055
	Iteration 45Q: 3 clusters Score -563987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -563987.625000 Penalty: 4332.581055
	Iteration 46Q: 3 clusters Score -563987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -563987.562500 Penalty: 4332.581055
	Iteration 47Q: 3 clusters Score -563987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -563987.562500 Penalty: 4332.581055
	Iteration 48F: 3 clusters Score -563987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -351729.656250 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -351729.7 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 1712 members 
Entering Unmasked Estep 
Score: -348155.812500 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -348155.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -348910.718750 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -348910.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -349068.531250 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -349068.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -349158.375000 Penalty: 4044.632080
	Iteration 3Q: 3 clusters Score -349158.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349219.281250 Penalty: 4044.632080
	Iteration 4Q: 3 clusters Score -349219.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -349262.750000 Penalty: 4044.632080
	Iteration 5Q: 3 clusters Score -349262.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -349294.812500 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -349294.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349315.656250 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -349315.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -349339.906250 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -349339.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -349361.375000 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -349361.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -349383.687500 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -349383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349401.000000 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -349401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -349420.750000 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -349420.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -349433.718750 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -349433.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -349453.531250 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -349453.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -349471.812500 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -349471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -349484.218750 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -349484.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -349497.906250 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -349497.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -349511.812500 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -349511.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -349521.843750 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -349521.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -349536.687500 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -349536.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -349551.687500 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -349551.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -349563.093750 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -349563.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -349573.406250 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -349573.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -349581.156250 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -349581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -349589.250000 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -349589.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -349597.968750 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -349598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -349607.375000 Penalty: 4044.632080
	Iteration 27Q: 3 clusters Score -349607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -349615.250000 Penalty: 4044.632080
	Iteration 28Q: 3 clusters Score -349615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349620.625000 Penalty: 4044.632080
	Iteration 29Q: 3 clusters Score -349620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349626.875000 Penalty: 4044.632080
	Iteration 30Q: 3 clusters Score -349626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349630.281250 Penalty: 4044.632080
	Iteration 31Q: 3 clusters Score -349630.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -349638.843750 Penalty: 4044.632080
	Iteration 32Q: 3 clusters Score -349638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -349645.406250 Penalty: 4044.632080
	Iteration 33Q: 3 clusters Score -349645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -349649.531250 Penalty: 4044.632080
	Iteration 34Q: 3 clusters Score -349649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -349655.593750 Penalty: 4044.632080
	Iteration 35Q: 3 clusters Score -349655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -349662.031250 Penalty: 4044.632080
	Iteration 36Q: 3 clusters Score -349662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -349668.593750 Penalty: 4044.632080
	Iteration 37Q: 3 clusters Score -349668.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349674.843750 Penalty: 4044.632080
	Iteration 38Q: 3 clusters Score -349674.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -349683.781250 Penalty: 4044.632080
	Iteration 39Q: 3 clusters Score -349683.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -349691.562500 Penalty: 4044.632080
	Iteration 40F: 3 clusters Score -349691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -349696.343750 Penalty: 4044.632080
	Iteration 41Q: 3 clusters Score -349696.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -349703.875000 Penalty: 4044.632080
	Iteration 42Q: 3 clusters Score -349703.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -349712.750000 Penalty: 4044.632080
	Iteration 43Q: 3 clusters Score -349712.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -349721.968750 Penalty: 4044.632080
	Iteration 44Q: 3 clusters Score -349722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -349733.312500 Penalty: 4044.632080
	Iteration 45Q: 3 clusters Score -349733.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -349743.031250 Penalty: 4044.632080
	Iteration 46Q: 3 clusters Score -349743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -349752.781250 Penalty: 4044.632080
	Iteration 47Q: 3 clusters Score -349752.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349766.593750 Penalty: 4044.632080
	Iteration 48Q: 3 clusters Score -349766.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349778.156250 Penalty: 4044.632080
	Iteration 49Q: 3 clusters Score -349778.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -349793.593750 Penalty: 4044.632080
	Iteration 50Q: 3 clusters Score -349793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349806.343750 Penalty: 4044.632080
	Iteration 51Q: 3 clusters Score -349806.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -349822.843750 Penalty: 4044.632080
	Iteration 52Q: 3 clusters Score -349822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -349836.531250 Penalty: 4044.632080
	Iteration 53Q: 3 clusters Score -349836.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -349852.718750 Penalty: 4044.632080
	Iteration 54Q: 3 clusters Score -349852.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -349865.406250 Penalty: 4044.632080
	Iteration 55Q: 3 clusters Score -349865.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -349881.937500 Penalty: 4044.632080
	Iteration 56Q: 3 clusters Score -349881.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -349890.093750 Penalty: 4044.632080
	Iteration 57Q: 3 clusters Score -349890.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -349898.875000 Penalty: 4044.632080
	Iteration 58Q: 3 clusters Score -349898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -349904.375000 Penalty: 4044.632080
	Iteration 59Q: 3 clusters Score -349904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -349909.812500 Penalty: 4044.632080
	Iteration 60F: 3 clusters Score -349909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -349912.093750 Penalty: 4044.632080
	Iteration 61Q: 3 clusters Score -349912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -349914.718750 Penalty: 4044.632080
	Iteration 62Q: 3 clusters Score -349914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -349915.125000 Penalty: 4044.632080
	Iteration 63Q: 3 clusters Score -349915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -349916.718750 Penalty: 4044.632080
	Iteration 64Q: 3 clusters Score -349916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -349916.718750 Penalty: 4044.632080
	Iteration 65F: 3 clusters Score -349916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Entering Unmasked Estep 
Score: -712003.687500 Penalty: 2221.047119
	Iteration 0F: 2 clusters Score -712003.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -705828.562500 Penalty: 4442.094238
	Iteration 0F: 3 clusters Score -705828.6 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -707648.312500 Penalty: 4442.094238
	Iteration 1F: 3 clusters Score -707648.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -708037.875000 Penalty: 4442.094238
	Iteration 2F: 3 clusters Score -708037.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -708316.000000 Penalty: 4442.094238
	Iteration 3F: 3 clusters Score -708316 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -708586.812500 Penalty: 4442.094238
	Iteration 4Q: 3 clusters Score -708586.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -708887.562500 Penalty: 4442.094238
	Iteration 5Q: 3 clusters Score -708887.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -709156.312500 Penalty: 4442.094238
	Iteration 6Q: 3 clusters Score -709156.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -709395.625000 Penalty: 4442.094238
	Iteration 7Q: 3 clusters Score -709395.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -709644.187500 Penalty: 4442.094238
	Iteration 8Q: 3 clusters Score -709644.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -709888.687500 Penalty: 4442.094238
	Iteration 9Q: 3 clusters Score -709888.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -710112.000000 Penalty: 4442.094238
	Iteration 10Q: 3 clusters Score -710112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -710262.125000 Penalty: 4442.094238
	Iteration 11Q: 3 clusters Score -710262.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -710354.562500 Penalty: 4442.094238
	Iteration 12Q: 3 clusters Score -710354.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -710415.937500 Penalty: 4442.094238
	Iteration 13Q: 3 clusters Score -710415.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -710455.937500 Penalty: 4442.094238
	Iteration 14Q: 3 clusters Score -710455.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -710483.000000 Penalty: 4442.094238
	Iteration 15Q: 3 clusters Score -710483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -710507.875000 Penalty: 4442.094238
	Iteration 16Q: 3 clusters Score -710507.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -710528.875000 Penalty: 4442.094238
	Iteration 17Q: 3 clusters Score -710528.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -710542.687500 Penalty: 4442.094238
	Iteration 18Q: 3 clusters Score -710542.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -710556.375000 Penalty: 4442.094238
	Iteration 19Q: 3 clusters Score -710556.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -710576.062500 Penalty: 4442.094238
	Iteration 20F: 3 clusters Score -710576.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -710593.812500 Penalty: 4442.094238
	Iteration 21Q: 3 clusters Score -710593.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -710606.125000 Penalty: 4442.094238
	Iteration 22Q: 3 clusters Score -710606.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -710622.250000 Penalty: 4442.094238
	Iteration 23Q: 3 clusters Score -710622.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -710634.875000 Penalty: 4442.094238
	Iteration 24Q: 3 clusters Score -710634.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -710650.625000 Penalty: 4442.094238
	Iteration 25Q: 3 clusters Score -710650.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -710670.375000 Penalty: 4442.094238
	Iteration 26Q: 3 clusters Score -710670.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -710684.187500 Penalty: 4442.094238
	Iteration 27Q: 3 clusters Score -710684.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -710698.250000 Penalty: 4442.094238
	Iteration 28Q: 3 clusters Score -710698.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -710714.687500 Penalty: 4442.094238
	Iteration 29Q: 3 clusters Score -710714.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -710733.500000 Penalty: 4442.094238
	Iteration 30Q: 3 clusters Score -710733.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -710753.750000 Penalty: 4442.094238
	Iteration 31Q: 3 clusters Score -710753.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -710767.625000 Penalty: 4442.094238
	Iteration 32Q: 3 clusters Score -710767.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -710779.687500 Penalty: 4442.094238
	Iteration 33Q: 3 clusters Score -710779.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -710791.500000 Penalty: 4442.094238
	Iteration 34Q: 3 clusters Score -710791.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -710806.875000 Penalty: 4442.094238
	Iteration 35Q: 3 clusters Score -710806.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -710815.312500 Penalty: 4442.094238
	Iteration 36Q: 3 clusters Score -710815.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -710829.250000 Penalty: 4442.094238
	Iteration 37Q: 3 clusters Score -710829.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -710844.625000 Penalty: 4442.094238
	Iteration 38Q: 3 clusters Score -710844.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -710854.125000 Penalty: 4442.094238
	Iteration 39Q: 3 clusters Score -710854.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -710862.937500 Penalty: 4442.094238
	Iteration 40F: 3 clusters Score -710862.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -710874.437500 Penalty: 4442.094238
	Iteration 41Q: 3 clusters Score -710874.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -710880.750000 Penalty: 4442.094238
	Iteration 42Q: 3 clusters Score -710880.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -710888.062500 Penalty: 4442.094238
	Iteration 43Q: 3 clusters Score -710888.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -710895.187500 Penalty: 4442.094238
	Iteration 44Q: 3 clusters Score -710895.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -710902.375000 Penalty: 4442.094238
	Iteration 45Q: 3 clusters Score -710902.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -710910.125000 Penalty: 4442.094238
	Iteration 46Q: 3 clusters Score -710910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -710917.312500 Penalty: 4442.094238
	Iteration 47Q: 3 clusters Score -710917.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -710924.312500 Penalty: 4442.094238
	Iteration 48Q: 3 clusters Score -710924.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -710936.500000 Penalty: 4442.094238
	Iteration 49Q: 3 clusters Score -710936.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -710944.187500 Penalty: 4442.094238
	Iteration 50Q: 3 clusters Score -710944.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -710953.562500 Penalty: 4442.094238
	Iteration 51Q: 3 clusters Score -710953.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -710961.187500 Penalty: 4442.094238
	Iteration 52Q: 3 clusters Score -710961.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -710967.687500 Penalty: 4442.094238
	Iteration 53Q: 3 clusters Score -710967.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -710972.687500 Penalty: 4442.094238
	Iteration 54Q: 3 clusters Score -710972.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -710978.375000 Penalty: 4442.094238
	Iteration 55Q: 3 clusters Score -710978.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -710987.687500 Penalty: 4442.094238
	Iteration 56Q: 3 clusters Score -710987.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -710994.125000 Penalty: 4442.094238
	Iteration 57Q: 3 clusters Score -710994.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -711003.000000 Penalty: 4442.094238
	Iteration 58Q: 3 clusters Score -711003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -711015.312500 Penalty: 4442.094238
	Iteration 59Q: 3 clusters Score -711015.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -711026.687500 Penalty: 4442.094238
	Iteration 60F: 3 clusters Score -711026.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -711031.000000 Penalty: 4442.094238
	Iteration 61Q: 3 clusters Score -711031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -711039.750000 Penalty: 4442.094238
	Iteration 62Q: 3 clusters Score -711039.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -711048.312500 Penalty: 4442.094238
	Iteration 63Q: 3 clusters Score -711048.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -711057.937500 Penalty: 4442.094238
	Iteration 64Q: 3 clusters Score -711057.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -711067.687500 Penalty: 4442.094238
	Iteration 65Q: 3 clusters Score -711067.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -711078.187500 Penalty: 4442.094238
	Iteration 66Q: 3 clusters Score -711078.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -711094.375000 Penalty: 4442.094238
	Iteration 67Q: 3 clusters Score -711094.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -711108.000000 Penalty: 4442.094238
	Iteration 68Q: 3 clusters Score -711108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -711120.062500 Penalty: 4442.094238
	Iteration 69Q: 3 clusters Score -711120.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -711136.812500 Penalty: 4442.094238
	Iteration 70Q: 3 clusters Score -711136.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -711149.187500 Penalty: 4442.094238
	Iteration 71Q: 3 clusters Score -711149.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -711165.937500 Penalty: 4442.094238
	Iteration 72Q: 3 clusters Score -711165.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -711187.000000 Penalty: 4442.094238
	Iteration 73Q: 3 clusters Score -711187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -711214.250000 Penalty: 4442.094238
	Iteration 74Q: 3 clusters Score -711214.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -711238.125000 Penalty: 4442.094238
	Iteration 75Q: 3 clusters Score -711238.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -711258.437500 Penalty: 4442.094238
	Iteration 76Q: 3 clusters Score -711258.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -711276.000000 Penalty: 4442.094238
	Iteration 77Q: 3 clusters Score -711276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -711297.062500 Penalty: 4442.094238
	Iteration 78Q: 3 clusters Score -711297.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -711321.812500 Penalty: 4442.094238
	Iteration 79Q: 3 clusters Score -711321.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -711343.750000 Penalty: 4442.094238
	Iteration 80F: 3 clusters Score -711343.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -711367.062500 Penalty: 4442.094238
	Iteration 81Q: 3 clusters Score -711367.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -711390.000000 Penalty: 4442.094238
	Iteration 82Q: 3 clusters Score -711390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -711412.875000 Penalty: 4442.094238
	Iteration 83Q: 3 clusters Score -711412.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -711431.312500 Penalty: 4442.094238
	Iteration 84Q: 3 clusters Score -711431.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -711445.500000 Penalty: 4442.094238
	Iteration 85Q: 3 clusters Score -711445.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -711459.625000 Penalty: 4442.094238
	Iteration 86Q: 3 clusters Score -711459.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -711478.687500 Penalty: 4442.094238
	Iteration 87Q: 3 clusters Score -711478.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -711495.812500 Penalty: 4442.094238
	Iteration 88Q: 3 clusters Score -711495.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -711508.875000 Penalty: 4442.094238
	Iteration 89Q: 3 clusters Score -711508.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -711511.937500 Penalty: 4442.094238
	Iteration 90Q: 3 clusters Score -711511.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -711518.937500 Penalty: 4442.094238
	Iteration 91Q: 3 clusters Score -711518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -711521.500000 Penalty: 4442.094238
	Iteration 92Q: 3 clusters Score -711521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -711525.375000 Penalty: 4442.094238
	Iteration 93Q: 3 clusters Score -711525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -711527.000000 Penalty: 4442.094238
	Iteration 94Q: 3 clusters Score -711527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -711528.562500 Penalty: 4442.094238
	Iteration 95Q: 3 clusters Score -711528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -711535.750000 Penalty: 4442.094238
	Iteration 96Q: 3 clusters Score -711535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -711537.937500 Penalty: 4442.094238
	Iteration 97Q: 3 clusters Score -711537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -711539.000000 Penalty: 4442.094238
	Iteration 98Q: 3 clusters Score -711539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -711542.312500 Penalty: 4442.094238
	Iteration 99Q: 3 clusters Score -711542.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -711548.687500 Penalty: 4442.094238
	Iteration 100F: 3 clusters Score -711548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -711549.812500 Penalty: 4442.094238
	Iteration 101Q: 3 clusters Score -711549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -711553.625000 Penalty: 4442.094238
	Iteration 102Q: 3 clusters Score -711553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -711555.437500 Penalty: 4442.094238
	Iteration 103Q: 3 clusters Score -711555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -711557.687500 Penalty: 4442.094238
	Iteration 104Q: 3 clusters Score -711557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -711559.000000 Penalty: 4442.094238
	Iteration 105Q: 3 clusters Score -711559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -711559.375000 Penalty: 4442.094238
	Iteration 106Q: 3 clusters Score -711559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711560.375000 Penalty: 4442.094238
	Iteration 107Q: 3 clusters Score -711560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711559.250000 Penalty: 4442.094238
	Iteration 108Q: 3 clusters Score -711559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711559.250000 Penalty: 4442.094238
	Iteration 109F: 3 clusters Score -711559.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Entering Unmasked Estep 
Score: -9393221.000000 Penalty: 2847.129639
	Iteration 0F: 2 clusters Score -9393221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -9328312.000000 Penalty: 5694.259277
	Iteration 0F: 3 clusters Score -9328312 nChanged 45671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -9354611.000000 Penalty: 5694.259277
	Iteration 1F: 3 clusters Score -9354611 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -9355539.000000 Penalty: 5694.259277
	Iteration 2Q: 3 clusters Score -9355539 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -9356602.000000 Penalty: 5694.259277
	Iteration 3Q: 3 clusters Score -9356602 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -9357679.000000 Penalty: 5694.259277
	Iteration 4Q: 3 clusters Score -9357679 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -9358944.000000 Penalty: 5694.259277
	Iteration 5Q: 3 clusters Score -9358944 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -9360431.000000 Penalty: 5694.259277
	Iteration 6Q: 3 clusters Score -9360431 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -9362170.000000 Penalty: 5694.259277
	Iteration 7Q: 3 clusters Score -9362170 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -9363917.000000 Penalty: 5694.259277
	Iteration 8Q: 3 clusters Score -9363917 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -9365644.000000 Penalty: 5694.259277
	Iteration 9Q: 3 clusters Score -9365644 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -9367727.000000 Penalty: 5694.259277
	Iteration 10Q: 3 clusters Score -9367727 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -9369816.000000 Penalty: 5694.259277
	Iteration 11Q: 3 clusters Score -9369816 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -9372259.000000 Penalty: 5694.259277
	Iteration 12Q: 3 clusters Score -9372259 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -9374772.000000 Penalty: 5694.259277
	Iteration 13Q: 3 clusters Score -9374772 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9377281.000000 Penalty: 5694.259277
	Iteration 14Q: 3 clusters Score -9377281 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -9379386.000000 Penalty: 5694.259277
	Iteration 15Q: 3 clusters Score -9379386 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -9381017.000000 Penalty: 5694.259277
	Iteration 16Q: 3 clusters Score -9381017 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -9382330.000000 Penalty: 5694.259277
	Iteration 17Q: 3 clusters Score -9382330 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -9383455.000000 Penalty: 5694.259277
	Iteration 18Q: 3 clusters Score -9383455 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -9384441.000000 Penalty: 5694.259277
	Iteration 19Q: 3 clusters Score -9384441 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -9385402.000000 Penalty: 5694.259277
	Iteration 20F: 3 clusters Score -9385402 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -9386255.000000 Penalty: 5694.259277
	Iteration 21Q: 3 clusters Score -9386255 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -9387094.000000 Penalty: 5694.259277
	Iteration 22Q: 3 clusters Score -9387094 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -9387708.000000 Penalty: 5694.259277
	Iteration 23Q: 3 clusters Score -9387708 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -9388295.000000 Penalty: 5694.259277
	Iteration 24Q: 3 clusters Score -9388295 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -9388880.000000 Penalty: 5694.259277
	Iteration 25Q: 3 clusters Score -9388880 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -9389251.000000 Penalty: 5694.259277
	Iteration 26Q: 3 clusters Score -9389251 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -9389643.000000 Penalty: 5694.259277
	Iteration 27Q: 3 clusters Score -9389643 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -9389887.000000 Penalty: 5694.259277
	Iteration 28Q: 3 clusters Score -9389887 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -9390079.000000 Penalty: 5694.259277
	Iteration 29Q: 3 clusters Score -9390079 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -9390236.000000 Penalty: 5694.259277
	Iteration 30Q: 3 clusters Score -9390236 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -9390350.000000 Penalty: 5694.259277
	Iteration 31Q: 3 clusters Score -9390350 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -9390410.000000 Penalty: 5694.259277
	Iteration 32Q: 3 clusters Score -9390410 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -9390487.000000 Penalty: 5694.259277
	Iteration 33Q: 3 clusters Score -9390487 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 94321 members 
Entering Unmasked Estep 
Score: -9390536.000000 Penalty: 5694.259277
	Iteration 34Q: 3 clusters Score -9390536 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -9390612.000000 Penalty: 5694.259277
	Iteration 35Q: 3 clusters Score -9390612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -9390638.000000 Penalty: 5694.259277
	Iteration 36Q: 3 clusters Score -9390638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -9390661.000000 Penalty: 5694.259277
	Iteration 37Q: 3 clusters Score -9390661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -9390694.000000 Penalty: 5694.259277
	Iteration 38Q: 3 clusters Score -9390694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -9390705.000000 Penalty: 5694.259277
	Iteration 39Q: 3 clusters Score -9390705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -9390721.000000 Penalty: 5694.259277
	Iteration 40F: 3 clusters Score -9390721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -9390718.000000 Penalty: 5694.259277
	Iteration 41Q: 3 clusters Score -9390718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -9390727.000000 Penalty: 5694.259277
	Iteration 42Q: 3 clusters Score -9390727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -9390737.000000 Penalty: 5694.259277
	Iteration 43Q: 3 clusters Score -9390737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -9390750.000000 Penalty: 5694.259277
	Iteration 44Q: 3 clusters Score -9390750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -9390755.000000 Penalty: 5694.259277
	Iteration 45Q: 3 clusters Score -9390755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -9390753.000000 Penalty: 5694.259277
	Iteration 46Q: 3 clusters Score -9390753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -9390765.000000 Penalty: 5694.259277
	Iteration 47Q: 3 clusters Score -9390765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -9390788.000000 Penalty: 5694.259277
	Iteration 48Q: 3 clusters Score -9390788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -9390803.000000 Penalty: 5694.259277
	Iteration 49Q: 3 clusters Score -9390803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -9390805.000000 Penalty: 5694.259277
	Iteration 50Q: 3 clusters Score -9390805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -9390830.000000 Penalty: 5694.259277
	Iteration 51Q: 3 clusters Score -9390830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -9390823.000000 Penalty: 5694.259277
	Iteration 52Q: 3 clusters Score -9390823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -9390812.000000 Penalty: 5694.259277
	Iteration 53Q: 3 clusters Score -9390812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -9390833.000000 Penalty: 5694.259277
	Iteration 54Q: 3 clusters Score -9390833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -9390847.000000 Penalty: 5694.259277
	Iteration 55Q: 3 clusters Score -9390847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -9390843.000000 Penalty: 5694.259277
	Iteration 56Q: 3 clusters Score -9390843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -9390860.000000 Penalty: 5694.259277
	Iteration 57Q: 3 clusters Score -9390860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -9390870.000000 Penalty: 5694.259277
	Iteration 58Q: 3 clusters Score -9390870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -9390875.000000 Penalty: 5694.259277
	Iteration 59Q: 3 clusters Score -9390875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -9390879.000000 Penalty: 5694.259277
	Iteration 60F: 3 clusters Score -9390879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -9390872.000000 Penalty: 5694.259277
	Iteration 61Q: 3 clusters Score -9390872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -9390883.000000 Penalty: 5694.259277
	Iteration 62Q: 3 clusters Score -9390883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -9390896.000000 Penalty: 5694.259277
	Iteration 63Q: 3 clusters Score -9390896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -9390888.000000 Penalty: 5694.259277
	Iteration 64Q: 3 clusters Score -9390888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -9390877.000000 Penalty: 5694.259277
	Iteration 65Q: 3 clusters Score -9390877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -9390902.000000 Penalty: 5694.259277
	Iteration 66Q: 3 clusters Score -9390902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -9390890.000000 Penalty: 5694.259277
	Iteration 67Q: 3 clusters Score -9390890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -9390898.000000 Penalty: 5694.259277
	Iteration 68Q: 3 clusters Score -9390898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -9390909.000000 Penalty: 5694.259277
	Iteration 69Q: 3 clusters Score -9390909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -9390915.000000 Penalty: 5694.259277
	Iteration 70Q: 3 clusters Score -9390915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -9390915.000000 Penalty: 5694.259277
	Iteration 71Q: 3 clusters Score -9390915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -9390923.000000 Penalty: 5694.259277
	Iteration 72Q: 3 clusters Score -9390923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -9390925.000000 Penalty: 5694.259277
	Iteration 73Q: 3 clusters Score -9390925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -9390908.000000 Penalty: 5694.259277
	Iteration 74Q: 3 clusters Score -9390908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -9390911.000000 Penalty: 5694.259277
	Iteration 75Q: 3 clusters Score -9390911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -9390909.000000 Penalty: 5694.259277
	Iteration 76Q: 3 clusters Score -9390909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -9390911.000000 Penalty: 5694.259277
	Iteration 77Q: 3 clusters Score -9390911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -9390914.000000 Penalty: 5694.259277
	Iteration 78Q: 3 clusters Score -9390914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -9390919.000000 Penalty: 5694.259277
	Iteration 79Q: 3 clusters Score -9390919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -9390919.000000 Penalty: 5694.259277
	Iteration 80F: 3 clusters Score -9390919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -9390922.000000 Penalty: 5694.259277
	Iteration 81Q: 3 clusters Score -9390922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -9390924.000000 Penalty: 5694.259277
	Iteration 82Q: 3 clusters Score -9390924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -9390923.000000 Penalty: 5694.259277
	Iteration 83Q: 3 clusters Score -9390923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -9390923.000000 Penalty: 5694.259277
	Iteration 84Q: 3 clusters Score -9390923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -9390923.000000 Penalty: 5694.259277
	Iteration 85F: 3 clusters Score -9390923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -507062.531250 Penalty: 2133.818115
	Iteration 0F: 2 clusters Score -507062.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -502201.343750 Penalty: 4267.636230
	Iteration 0F: 3 clusters Score -502201.3 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -503505.343750 Penalty: 4267.636230
	Iteration 1F: 3 clusters Score -503505.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -503791.531250 Penalty: 4267.636230
	Iteration 2F: 3 clusters Score -503791.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -503969.250000 Penalty: 4267.636230
	Iteration 3F: 3 clusters Score -503969.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -504118.937500 Penalty: 4267.636230
	Iteration 4Q: 3 clusters Score -504118.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -504266.187500 Penalty: 4267.636230
	Iteration 5Q: 3 clusters Score -504266.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -504424.812500 Penalty: 4267.636230
	Iteration 6Q: 3 clusters Score -504424.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -504596.062500 Penalty: 4267.636230
	Iteration 7Q: 3 clusters Score -504596.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -504794.406250 Penalty: 4267.636230
	Iteration 8Q: 3 clusters Score -504794.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -504957.750000 Penalty: 4267.636230
	Iteration 9Q: 3 clusters Score -504957.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -505085.718750 Penalty: 4267.636230
	Iteration 10Q: 3 clusters Score -505085.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -505190.781250 Penalty: 4267.636230
	Iteration 11Q: 3 clusters Score -505190.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -505289.875000 Penalty: 4267.636230
	Iteration 12Q: 3 clusters Score -505289.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -505361.343750 Penalty: 4267.636230
	Iteration 13Q: 3 clusters Score -505361.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -505416.125000 Penalty: 4267.636230
	Iteration 14Q: 3 clusters Score -505416.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -505460.750000 Penalty: 4267.636230
	Iteration 15Q: 3 clusters Score -505460.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -505495.562500 Penalty: 4267.636230
	Iteration 16Q: 3 clusters Score -505495.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -505519.031250 Penalty: 4267.636230
	Iteration 17Q: 3 clusters Score -505519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -505537.343750 Penalty: 4267.636230
	Iteration 18Q: 3 clusters Score -505537.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -505549.718750 Penalty: 4267.636230
	Iteration 19Q: 3 clusters Score -505549.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -505560.343750 Penalty: 4267.636230
	Iteration 20F: 3 clusters Score -505560.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -505568.125000 Penalty: 4267.636230
	Iteration 21Q: 3 clusters Score -505568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -505576.468750 Penalty: 4267.636230
	Iteration 22Q: 3 clusters Score -505576.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -505579.750000 Penalty: 4267.636230
	Iteration 23Q: 3 clusters Score -505579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -505583.406250 Penalty: 4267.636230
	Iteration 24Q: 3 clusters Score -505583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -505587.375000 Penalty: 4267.636230
	Iteration 25Q: 3 clusters Score -505587.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -505589.562500 Penalty: 4267.636230
	Iteration 26Q: 3 clusters Score -505589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -505591.000000 Penalty: 4267.636230
	Iteration 27Q: 3 clusters Score -505591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -505592.937500 Penalty: 4267.636230
	Iteration 28Q: 3 clusters Score -505592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -505594.781250 Penalty: 4267.636230
	Iteration 29Q: 3 clusters Score -505594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -505594.093750 Penalty: 4267.636230
	Iteration 30Q: 3 clusters Score -505594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -505594.625000 Penalty: 4267.636230
	Iteration 31Q: 3 clusters Score -505594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -505596.562500 Penalty: 4267.636230
	Iteration 32Q: 3 clusters Score -505596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -505597.500000 Penalty: 4267.636230
	Iteration 33Q: 3 clusters Score -505597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -505597.781250 Penalty: 4267.636230
	Iteration 34Q: 3 clusters Score -505597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -505598.218750 Penalty: 4267.636230
	Iteration 35Q: 3 clusters Score -505598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -505598.218750 Penalty: 4267.636230
	Iteration 36F: 3 clusters Score -505598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -636732.937500 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -636732.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -631384.500000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -631384.5 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -632803.062500 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -632803.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -633071.750000 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -633071.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -633220.812500 Penalty: 4344.094727
	Iteration 3Q: 3 clusters Score -633220.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -633336.000000 Penalty: 4344.094727
	Iteration 4Q: 3 clusters Score -633336 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -633444.812500 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -633444.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -633549.687500 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -633549.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -633649.312500 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -633649.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -633758.437500 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -633758.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -633881.187500 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -633881.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -634010.875000 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -634010.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -634131.500000 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -634131.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -634249.687500 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -634249.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -634365.062500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -634365.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -634465.312500 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -634465.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -634562.125000 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -634562.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -634643.750000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -634643.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -634707.750000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -634707.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -634766.125000 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -634766.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -634805.875000 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -634805.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -634843.562500 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -634843.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -634871.937500 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -634871.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -634898.937500 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -634898.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -634915.625000 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -634915.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -634928.250000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -634928.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -634934.062500 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -634934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -634937.062500 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -634937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -634938.750000 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -634938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -634940.312500 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -634940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -634940.500000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -634940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -634944.500000 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -634944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -634946.562500 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -634946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -634947.250000 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -634947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -634951.562500 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -634951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -634955.375000 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -634955.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -634959.250000 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -634959.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -634963.875000 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -634963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -634966.250000 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -634966.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -634973.500000 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -634973.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -634979.250000 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -634979.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -634984.125000 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -634984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -634989.125000 Penalty: 4344.094727
	Iteration 41Q: 3 clusters Score -634989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -634990.312500 Penalty: 4344.094727
	Iteration 42Q: 3 clusters Score -634990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -634993.187500 Penalty: 4344.094727
	Iteration 43Q: 3 clusters Score -634993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -634995.750000 Penalty: 4344.094727
	Iteration 44Q: 3 clusters Score -634995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -634998.000000 Penalty: 4344.094727
	Iteration 45Q: 3 clusters Score -634998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -635000.500000 Penalty: 4344.094727
	Iteration 46Q: 3 clusters Score -635000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -635002.000000 Penalty: 4344.094727
	Iteration 47Q: 3 clusters Score -635002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -635003.812500 Penalty: 4344.094727
	Iteration 48Q: 3 clusters Score -635003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -635007.125000 Penalty: 4344.094727
	Iteration 49Q: 3 clusters Score -635007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -635007.125000 Penalty: 4344.094727
	Iteration 50Q: 3 clusters Score -635007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -635008.500000 Penalty: 4344.094727
	Iteration 51Q: 3 clusters Score -635008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -635009.437500 Penalty: 4344.094727
	Iteration 52Q: 3 clusters Score -635009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -635010.437500 Penalty: 4344.094727
	Iteration 53Q: 3 clusters Score -635010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -635011.937500 Penalty: 4344.094727
	Iteration 54Q: 3 clusters Score -635011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -635012.187500 Penalty: 4344.094727
	Iteration 55Q: 3 clusters Score -635012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -635012.187500 Penalty: 4344.094727
	Iteration 56F: 3 clusters Score -635012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Entering Unmasked Estep 
Score: -2540054.250000 Penalty: 2508.571045
	Iteration 0F: 2 clusters Score -2540054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2522968.500000 Penalty: 5017.142090
	Iteration 0F: 3 clusters Score -2522968 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2528995.000000 Penalty: 5017.142090
	Iteration 1F: 3 clusters Score -2528995 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2529514.750000 Penalty: 5017.142090
	Iteration 2F: 3 clusters Score -2529515 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2529980.250000 Penalty: 5017.142090
	Iteration 3Q: 3 clusters Score -2529980 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2530511.750000 Penalty: 5017.142090
	Iteration 4Q: 3 clusters Score -2530512 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2531222.500000 Penalty: 5017.142090
	Iteration 5F: 3 clusters Score -2531222 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2532269.500000 Penalty: 5017.142090
	Iteration 6F: 3 clusters Score -2532270 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2533572.250000 Penalty: 5017.142090
	Iteration 7F: 3 clusters Score -2533572 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2534909.000000 Penalty: 5017.142090
	Iteration 8F: 3 clusters Score -2534909 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2536040.000000 Penalty: 5017.142090
	Iteration 9F: 3 clusters Score -2536040 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2536711.250000 Penalty: 5017.142090
	Iteration 10Q: 3 clusters Score -2536711 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2537171.000000 Penalty: 5017.142090
	Iteration 11Q: 3 clusters Score -2537171 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2537408.750000 Penalty: 5017.142090
	Iteration 12Q: 3 clusters Score -2537409 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2537570.500000 Penalty: 5017.142090
	Iteration 13Q: 3 clusters Score -2537570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2537668.750000 Penalty: 5017.142090
	Iteration 14Q: 3 clusters Score -2537669 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2537744.500000 Penalty: 5017.142090
	Iteration 15Q: 3 clusters Score -2537744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2537774.250000 Penalty: 5017.142090
	Iteration 16Q: 3 clusters Score -2537774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2537809.750000 Penalty: 5017.142090
	Iteration 17Q: 3 clusters Score -2537810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2537834.750000 Penalty: 5017.142090
	Iteration 18Q: 3 clusters Score -2537835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2537860.500000 Penalty: 5017.142090
	Iteration 19Q: 3 clusters Score -2537860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2537889.250000 Penalty: 5017.142090
	Iteration 20F: 3 clusters Score -2537889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2537910.750000 Penalty: 5017.142090
	Iteration 21Q: 3 clusters Score -2537911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2537924.500000 Penalty: 5017.142090
	Iteration 22Q: 3 clusters Score -2537924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2537926.500000 Penalty: 5017.142090
	Iteration 23Q: 3 clusters Score -2537926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2537940.750000 Penalty: 5017.142090
	Iteration 24Q: 3 clusters Score -2537941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2537938.750000 Penalty: 5017.142090
	Iteration 25Q: 3 clusters Score -2537939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2537942.250000 Penalty: 5017.142090
	Iteration 26Q: 3 clusters Score -2537942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2537948.250000 Penalty: 5017.142090
	Iteration 27Q: 3 clusters Score -2537948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2537949.500000 Penalty: 5017.142090
	Iteration 28Q: 3 clusters Score -2537950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2537951.250000 Penalty: 5017.142090
	Iteration 29Q: 3 clusters Score -2537951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2537952.000000 Penalty: 5017.142090
	Iteration 30Q: 3 clusters Score -2537952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2537953.500000 Penalty: 5017.142090
	Iteration 31Q: 3 clusters Score -2537954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2537953.500000 Penalty: 5017.142090
	Iteration 32F: 3 clusters Score -2537954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -423125.031250 Penalty: 2094.213135
	Iteration 0F: 2 clusters Score -423125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -418859.625000 Penalty: 4188.426270
	Iteration 0F: 3 clusters Score -418859.6 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -420089.031250 Penalty: 4188.426270
	Iteration 1F: 3 clusters Score -420089 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -420494.531250 Penalty: 4188.426270
	Iteration 2F: 3 clusters Score -420494.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -420839.500000 Penalty: 4188.426270
	Iteration 3F: 3 clusters Score -420839.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -421102.437500 Penalty: 4188.426270
	Iteration 4F: 3 clusters Score -421102.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -421308.468750 Penalty: 4188.426270
	Iteration 5Q: 3 clusters Score -421308.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -421528.312500 Penalty: 4188.426270
	Iteration 6Q: 3 clusters Score -421528.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -421730.437500 Penalty: 4188.426270
	Iteration 7Q: 3 clusters Score -421730.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -421898.593750 Penalty: 4188.426270
	Iteration 8Q: 3 clusters Score -421898.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -422036.156250 Penalty: 4188.426270
	Iteration 9Q: 3 clusters Score -422036.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -422140.875000 Penalty: 4188.426270
	Iteration 10Q: 3 clusters Score -422140.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -422222.562500 Penalty: 4188.426270
	Iteration 11Q: 3 clusters Score -422222.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -422275.281250 Penalty: 4188.426270
	Iteration 12Q: 3 clusters Score -422275.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -422311.406250 Penalty: 4188.426270
	Iteration 13Q: 3 clusters Score -422311.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -422333.656250 Penalty: 4188.426270
	Iteration 14Q: 3 clusters Score -422333.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -422340.281250 Penalty: 4188.426270
	Iteration 15Q: 3 clusters Score -422340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -422343.187500 Penalty: 4188.426270
	Iteration 16Q: 3 clusters Score -422343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -422345.187500 Penalty: 4188.426270
	Iteration 17Q: 3 clusters Score -422345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -422348.125000 Penalty: 4188.426270
	Iteration 18Q: 3 clusters Score -422348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -422351.125000 Penalty: 4188.426270
	Iteration 19Q: 3 clusters Score -422351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -422353.968750 Penalty: 4188.426270
	Iteration 20F: 3 clusters Score -422354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -422353.625000 Penalty: 4188.426270
	Iteration 21Q: 3 clusters Score -422353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -422354.750000 Penalty: 4188.426270
	Iteration 22Q: 3 clusters Score -422354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -422355.937500 Penalty: 4188.426270
	Iteration 23Q: 3 clusters Score -422355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -422355.937500 Penalty: 4188.426270
	Iteration 24F: 3 clusters Score -422355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -379597.562500 Penalty: 2062.321289
	Iteration 0F: 2 clusters Score -379597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -375616.312500 Penalty: 4124.642578
	Iteration 0F: 3 clusters Score -375616.3 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -376585.406250 Penalty: 4124.642578
	Iteration 1F: 3 clusters Score -376585.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -376880.687500 Penalty: 4124.642578
	Iteration 2F: 3 clusters Score -376880.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -377081.875000 Penalty: 4124.642578
	Iteration 3F: 3 clusters Score -377081.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -377291.218750 Penalty: 4124.642578
	Iteration 4F: 3 clusters Score -377291.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -377516.937500 Penalty: 4124.642578
	Iteration 5F: 3 clusters Score -377516.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -377756.125000 Penalty: 4124.642578
	Iteration 6F: 3 clusters Score -377756.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -377957.562500 Penalty: 4124.642578
	Iteration 7Q: 3 clusters Score -377957.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -378101.031250 Penalty: 4124.642578
	Iteration 8Q: 3 clusters Score -378101 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -378216.812500 Penalty: 4124.642578
	Iteration 9Q: 3 clusters Score -378216.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -378305.156250 Penalty: 4124.642578
	Iteration 10Q: 3 clusters Score -378305.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -378375.375000 Penalty: 4124.642578
	Iteration 11Q: 3 clusters Score -378375.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -378446.531250 Penalty: 4124.642578
	Iteration 12Q: 3 clusters Score -378446.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -378513.125000 Penalty: 4124.642578
	Iteration 13Q: 3 clusters Score -378513.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -378566.531250 Penalty: 4124.642578
	Iteration 14Q: 3 clusters Score -378566.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -378607.343750 Penalty: 4124.642578
	Iteration 15Q: 3 clusters Score -378607.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -378631.937500 Penalty: 4124.642578
	Iteration 16Q: 3 clusters Score -378631.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -378648.968750 Penalty: 4124.642578
	Iteration 17Q: 3 clusters Score -378649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -378659.937500 Penalty: 4124.642578
	Iteration 18Q: 3 clusters Score -378659.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -378664.531250 Penalty: 4124.642578
	Iteration 19Q: 3 clusters Score -378664.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -378671.656250 Penalty: 4124.642578
	Iteration 20F: 3 clusters Score -378671.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -378678.562500 Penalty: 4124.642578
	Iteration 21Q: 3 clusters Score -378678.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378681.968750 Penalty: 4124.642578
	Iteration 22Q: 3 clusters Score -378682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378683.812500 Penalty: 4124.642578
	Iteration 23Q: 3 clusters Score -378683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -378684.500000 Penalty: 4124.642578
	Iteration 24Q: 3 clusters Score -378684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -378684.906250 Penalty: 4124.642578
	Iteration 25Q: 3 clusters Score -378684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -378685.000000 Penalty: 4124.642578
	Iteration 26Q: 3 clusters Score -378685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -378685.000000 Penalty: 4124.642578
	Iteration 27F: 3 clusters Score -378685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -404279.000000 Penalty: 2076.870117
	Iteration 0F: 2 clusters Score -404279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -400120.781250 Penalty: 4153.740234
	Iteration 0F: 3 clusters Score -400120.8 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -401081.656250 Penalty: 4153.740234
	Iteration 1F: 3 clusters Score -401081.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -401299.906250 Penalty: 4153.740234
	Iteration 2F: 3 clusters Score -401299.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -401457.750000 Penalty: 4153.740234
	Iteration 3F: 3 clusters Score -401457.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -401569.031250 Penalty: 4153.740234
	Iteration 4Q: 3 clusters Score -401569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -401668.750000 Penalty: 4153.740234
	Iteration 5Q: 3 clusters Score -401668.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -401750.343750 Penalty: 4153.740234
	Iteration 6Q: 3 clusters Score -401750.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -401813.093750 Penalty: 4153.740234
	Iteration 7Q: 3 clusters Score -401813.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -401871.562500 Penalty: 4153.740234
	Iteration 8Q: 3 clusters Score -401871.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -401917.500000 Penalty: 4153.740234
	Iteration 9Q: 3 clusters Score -401917.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -401954.218750 Penalty: 4153.740234
	Iteration 10Q: 3 clusters Score -401954.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -401994.187500 Penalty: 4153.740234
	Iteration 11Q: 3 clusters Score -401994.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -402031.093750 Penalty: 4153.740234
	Iteration 12Q: 3 clusters Score -402031.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -402062.781250 Penalty: 4153.740234
	Iteration 13Q: 3 clusters Score -402062.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -402092.250000 Penalty: 4153.740234
	Iteration 14Q: 3 clusters Score -402092.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -402116.875000 Penalty: 4153.740234
	Iteration 15Q: 3 clusters Score -402116.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -402131.968750 Penalty: 4153.740234
	Iteration 16Q: 3 clusters Score -402132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -402141.312500 Penalty: 4153.740234
	Iteration 17Q: 3 clusters Score -402141.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -402150.156250 Penalty: 4153.740234
	Iteration 18Q: 3 clusters Score -402150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -402162.406250 Penalty: 4153.740234
	Iteration 19Q: 3 clusters Score -402162.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -402176.250000 Penalty: 4153.740234
	Iteration 20F: 3 clusters Score -402176.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -402184.125000 Penalty: 4153.740234
	Iteration 21Q: 3 clusters Score -402184.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -402191.375000 Penalty: 4153.740234
	Iteration 22Q: 3 clusters Score -402191.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -402201.687500 Penalty: 4153.740234
	Iteration 23Q: 3 clusters Score -402201.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -402216.843750 Penalty: 4153.740234
	Iteration 24Q: 3 clusters Score -402216.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -402253.687500 Penalty: 4153.740234
	Iteration 25Q: 3 clusters Score -402253.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -402315.000000 Penalty: 4153.740234
	Iteration 26Q: 3 clusters Score -402315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -402402.531250 Penalty: 4153.740234
	Iteration 27Q: 3 clusters Score -402402.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -402465.156250 Penalty: 4153.740234
	Iteration 28Q: 3 clusters Score -402465.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -402500.437500 Penalty: 4153.740234
	Iteration 29Q: 3 clusters Score -402500.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -402537.031250 Penalty: 4153.740234
	Iteration 30Q: 3 clusters Score -402537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -402572.125000 Penalty: 4153.740234
	Iteration 31Q: 3 clusters Score -402572.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -402601.968750 Penalty: 4153.740234
	Iteration 32Q: 3 clusters Score -402602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -402625.812500 Penalty: 4153.740234
	Iteration 33Q: 3 clusters Score -402625.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -402643.406250 Penalty: 4153.740234
	Iteration 34Q: 3 clusters Score -402643.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -402666.250000 Penalty: 4153.740234
	Iteration 35Q: 3 clusters Score -402666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402691.187500 Penalty: 4153.740234
	Iteration 36Q: 3 clusters Score -402691.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -402713.125000 Penalty: 4153.740234
	Iteration 37Q: 3 clusters Score -402713.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -402737.468750 Penalty: 4153.740234
	Iteration 38Q: 3 clusters Score -402737.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -402755.812500 Penalty: 4153.740234
	Iteration 39Q: 3 clusters Score -402755.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -402771.875000 Penalty: 4153.740234
	Iteration 40F: 3 clusters Score -402771.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -402787.000000 Penalty: 4153.740234
	Iteration 41Q: 3 clusters Score -402787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402799.187500 Penalty: 4153.740234
	Iteration 42Q: 3 clusters Score -402799.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -402809.687500 Penalty: 4153.740234
	Iteration 43Q: 3 clusters Score -402809.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -402822.062500 Penalty: 4153.740234
	Iteration 44Q: 3 clusters Score -402822.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -402832.531250 Penalty: 4153.740234
	Iteration 45Q: 3 clusters Score -402832.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -402842.750000 Penalty: 4153.740234
	Iteration 46Q: 3 clusters Score -402842.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -402854.906250 Penalty: 4153.740234
	Iteration 47Q: 3 clusters Score -402854.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -402867.718750 Penalty: 4153.740234
	Iteration 48Q: 3 clusters Score -402867.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -402879.250000 Penalty: 4153.740234
	Iteration 49Q: 3 clusters Score -402879.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -402888.500000 Penalty: 4153.740234
	Iteration 50Q: 3 clusters Score -402888.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -402898.062500 Penalty: 4153.740234
	Iteration 51Q: 3 clusters Score -402898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -402907.375000 Penalty: 4153.740234
	Iteration 52Q: 3 clusters Score -402907.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -402922.843750 Penalty: 4153.740234
	Iteration 53Q: 3 clusters Score -402922.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -402935.250000 Penalty: 4153.740234
	Iteration 54Q: 3 clusters Score -402935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -402943.937500 Penalty: 4153.740234
	Iteration 55Q: 3 clusters Score -402943.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -402953.093750 Penalty: 4153.740234
	Iteration 56Q: 3 clusters Score -402953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -402961.437500 Penalty: 4153.740234
	Iteration 57Q: 3 clusters Score -402961.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -402973.968750 Penalty: 4153.740234
	Iteration 58Q: 3 clusters Score -402974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -402981.656250 Penalty: 4153.740234
	Iteration 59Q: 3 clusters Score -402981.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -402987.093750 Penalty: 4153.740234
	Iteration 60F: 3 clusters Score -402987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -402993.093750 Penalty: 4153.740234
	Iteration 61Q: 3 clusters Score -402993.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -403003.375000 Penalty: 4153.740234
	Iteration 62Q: 3 clusters Score -403003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -403012.250000 Penalty: 4153.740234
	Iteration 63Q: 3 clusters Score -403012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -403016.781250 Penalty: 4153.740234
	Iteration 64Q: 3 clusters Score -403016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -403021.593750 Penalty: 4153.740234
	Iteration 65Q: 3 clusters Score -403021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -403026.406250 Penalty: 4153.740234
	Iteration 66Q: 3 clusters Score -403026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -403027.000000 Penalty: 4153.740234
	Iteration 67Q: 3 clusters Score -403027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -403030.656250 Penalty: 4153.740234
	Iteration 68Q: 3 clusters Score -403030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -403032.000000 Penalty: 4153.740234
	Iteration 69Q: 3 clusters Score -403032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -403033.312500 Penalty: 4153.740234
	Iteration 70Q: 3 clusters Score -403033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -403035.062500 Penalty: 4153.740234
	Iteration 71Q: 3 clusters Score -403035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -403037.375000 Penalty: 4153.740234
	Iteration 72Q: 3 clusters Score -403037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -403039.781250 Penalty: 4153.740234
	Iteration 73Q: 3 clusters Score -403039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -403040.968750 Penalty: 4153.740234
	Iteration 74Q: 3 clusters Score -403041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -403042.781250 Penalty: 4153.740234
	Iteration 75Q: 3 clusters Score -403042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -403044.250000 Penalty: 4153.740234
	Iteration 76Q: 3 clusters Score -403044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -403044.781250 Penalty: 4153.740234
	Iteration 77Q: 3 clusters Score -403044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -403045.625000 Penalty: 4153.740234
	Iteration 78Q: 3 clusters Score -403045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -403047.062500 Penalty: 4153.740234
	Iteration 79Q: 3 clusters Score -403047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -403046.781250 Penalty: 4153.740234
	Iteration 80F: 3 clusters Score -403046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -403048.125000 Penalty: 4153.740234
	Iteration 81Q: 3 clusters Score -403048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -403048.125000 Penalty: 4153.740234
	Iteration 82F: 3 clusters Score -403048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -228719.031250 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -228719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -225928.781250 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -225928.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -226416.328125 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -226416.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -226574.234375 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -226574.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -226649.250000 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -226649.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -226704.468750 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -226704.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -226742.265625 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -226742.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226766.062500 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -226766.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -226780.437500 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -226780.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -226792.859375 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -226792.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -226804.359375 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -226804.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -226814.921875 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -226814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226822.406250 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -226822.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -226827.906250 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -226827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -226831.812500 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -226831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -226834.843750 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -226834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -226841.484375 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -226841.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -226845.171875 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -226845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -226847.937500 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -226847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226851.046875 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -226851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -226854.000000 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -226854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226855.750000 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -226855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226858.953125 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -226859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226860.953125 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -226861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -226862.046875 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -226862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226863.031250 Penalty: 3837.641357
	Iteration 24Q: 3 clusters Score -226863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226863.031250 Penalty: 3837.641357
	Iteration 25F: 3 clusters Score -226863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Entering Unmasked Estep 
Score: -1581995.875000 Penalty: 2398.185791
	Iteration 0F: 2 clusters Score -1581996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1570633.000000 Penalty: 4796.371582
	Iteration 0F: 3 clusters Score -1570633 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1574381.875000 Penalty: 4796.371582
	Iteration 1F: 3 clusters Score -1574382 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1574920.250000 Penalty: 4796.371582
	Iteration 2F: 3 clusters Score -1574920 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1575565.125000 Penalty: 4796.371582
	Iteration 3F: 3 clusters Score -1575565 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1576293.500000 Penalty: 4796.371582
	Iteration 4F: 3 clusters Score -1576294 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1577105.000000 Penalty: 4796.371582
	Iteration 5F: 3 clusters Score -1577105 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1577905.750000 Penalty: 4796.371582
	Iteration 6F: 3 clusters Score -1577906 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1578577.500000 Penalty: 4796.371582
	Iteration 7Q: 3 clusters Score -1578578 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1579069.250000 Penalty: 4796.371582
	Iteration 8Q: 3 clusters Score -1579069 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1579332.625000 Penalty: 4796.371582
	Iteration 9Q: 3 clusters Score -1579333 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1579481.500000 Penalty: 4796.371582
	Iteration 10Q: 3 clusters Score -1579482 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1579575.750000 Penalty: 4796.371582
	Iteration 11Q: 3 clusters Score -1579576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1579660.125000 Penalty: 4796.371582
	Iteration 12Q: 3 clusters Score -1579660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1579717.250000 Penalty: 4796.371582
	Iteration 13Q: 3 clusters Score -1579717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1579739.000000 Penalty: 4796.371582
	Iteration 14Q: 3 clusters Score -1579739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1579755.875000 Penalty: 4796.371582
	Iteration 15Q: 3 clusters Score -1579756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1579770.000000 Penalty: 4796.371582
	Iteration 16Q: 3 clusters Score -1579770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1579790.250000 Penalty: 4796.371582
	Iteration 17Q: 3 clusters Score -1579790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1579796.250000 Penalty: 4796.371582
	Iteration 18Q: 3 clusters Score -1579796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1579804.750000 Penalty: 4796.371582
	Iteration 19Q: 3 clusters Score -1579805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1579809.625000 Penalty: 4796.371582
	Iteration 20F: 3 clusters Score -1579810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1579814.875000 Penalty: 4796.371582
	Iteration 21Q: 3 clusters Score -1579815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1579822.375000 Penalty: 4796.371582
	Iteration 22Q: 3 clusters Score -1579822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1579829.250000 Penalty: 4796.371582
	Iteration 23Q: 3 clusters Score -1579829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1579829.000000 Penalty: 4796.371582
	Iteration 24Q: 3 clusters Score -1579829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1579829.625000 Penalty: 4796.371582
	Iteration 25Q: 3 clusters Score -1579830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1579833.125000 Penalty: 4796.371582
	Iteration 26Q: 3 clusters Score -1579833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1579836.125000 Penalty: 4796.371582
	Iteration 27Q: 3 clusters Score -1579836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1579834.125000 Penalty: 4796.371582
	Iteration 28Q: 3 clusters Score -1579834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1579834.000000 Penalty: 4796.371582
	Iteration 29Q: 3 clusters Score -1579834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1579834.000000 Penalty: 4796.371582
	Iteration 30F: 3 clusters Score -1579834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -316244.750000 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -316244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -312732.937500 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -312732.9 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -313595.437500 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -313595.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -313797.343750 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -313797.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -313908.781250 Penalty: 4033.385010
	Iteration 3Q: 3 clusters Score -313908.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -314019.968750 Penalty: 4033.385010
	Iteration 4Q: 3 clusters Score -314020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -314130.781250 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -314130.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314236.437500 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -314236.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -314324.375000 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -314324.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -314388.968750 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -314389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -314456.875000 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -314456.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -314538.312500 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -314538.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -314639.468750 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -314639.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -314744.625000 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -314744.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -314856.906250 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -314856.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -314948.593750 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -314948.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -315004.250000 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -315004.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -315035.187500 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -315035.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315061.062500 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -315061.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315084.781250 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -315084.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -315100.375000 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -315100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -315111.906250 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -315111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -315116.906250 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -315116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315119.250000 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -315119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -315122.125000 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -315122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315126.187500 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -315126.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -315131.468750 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -315131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -315133.687500 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -315133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -315134.218750 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -315134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -315136.218750 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -315136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -315138.750000 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -315138.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -315141.406250 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -315141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315143.250000 Penalty: 4033.385010
	Iteration 31Q: 3 clusters Score -315143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315144.937500 Penalty: 4033.385010
	Iteration 32Q: 3 clusters Score -315144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315145.812500 Penalty: 4033.385010
	Iteration 33Q: 3 clusters Score -315145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315146.281250 Penalty: 4033.385010
	Iteration 34Q: 3 clusters Score -315146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315146.750000 Penalty: 4033.385010
	Iteration 35Q: 3 clusters Score -315146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -315147.781250 Penalty: 4033.385010
	Iteration 36Q: 3 clusters Score -315147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315148.187500 Penalty: 4033.385010
	Iteration 37Q: 3 clusters Score -315148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -315149.156250 Penalty: 4033.385010
	Iteration 38Q: 3 clusters Score -315149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -315149.343750 Penalty: 4033.385010
	Iteration 39Q: 3 clusters Score -315149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -315149.343750 Penalty: 4033.385010
	Iteration 40F: 3 clusters Score -315149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -105645.375000 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -105645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103586.140625 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -103586.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -103974.351562 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -103974.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104080.992188 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -104081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104137.734375 Penalty: 3526.905273
	Iteration 3Q: 3 clusters Score -104137.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104185.093750 Penalty: 3526.905273
	Iteration 4Q: 3 clusters Score -104185.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104227.531250 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -104227.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104247.742188 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -104247.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104266.132812 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -104266.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104283.875000 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -104283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104290.960938 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -104291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104303.789062 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -104303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104314.515625 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -104314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104324.109375 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -104324.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104337.015625 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -104337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104351.593750 Penalty: 3526.905273
	Iteration 14Q: 3 clusters Score -104351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104363.218750 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -104363.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104386.031250 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -104386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104414.242188 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -104414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104440.804688 Penalty: 3526.905273
	Iteration 18Q: 3 clusters Score -104440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104474.843750 Penalty: 3526.905273
	Iteration 19Q: 3 clusters Score -104474.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104503.046875 Penalty: 3526.905273
	Iteration 20F: 3 clusters Score -104503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104540.898438 Penalty: 3526.905273
	Iteration 21Q: 3 clusters Score -104540.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104579.250000 Penalty: 3526.905273
	Iteration 22Q: 3 clusters Score -104579.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104623.156250 Penalty: 3526.905273
	Iteration 23Q: 3 clusters Score -104623.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -104672.187500 Penalty: 3526.905273
	Iteration 24Q: 3 clusters Score -104672.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104713.429688 Penalty: 3526.905273
	Iteration 25Q: 3 clusters Score -104713.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104776.273438 Penalty: 3526.905273
	Iteration 26Q: 3 clusters Score -104776.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104855.585938 Penalty: 3526.905273
	Iteration 27Q: 3 clusters Score -104855.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104899.109375 Penalty: 3526.905273
	Iteration 28Q: 3 clusters Score -104899.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104936.523438 Penalty: 3526.905273
	Iteration 29Q: 3 clusters Score -104936.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104966.953125 Penalty: 3526.905273
	Iteration 30Q: 3 clusters Score -104967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104991.500000 Penalty: 3526.905273
	Iteration 31Q: 3 clusters Score -104991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -105008.234375 Penalty: 3526.905273
	Iteration 32Q: 3 clusters Score -105008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105031.171875 Penalty: 3526.905273
	Iteration 33Q: 3 clusters Score -105031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105054.835938 Penalty: 3526.905273
	Iteration 34Q: 3 clusters Score -105054.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105089.789062 Penalty: 3526.905273
	Iteration 35Q: 3 clusters Score -105089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105114.375000 Penalty: 3526.905273
	Iteration 36Q: 3 clusters Score -105114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105122.921875 Penalty: 3526.905273
	Iteration 37Q: 3 clusters Score -105122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -105125.070312 Penalty: 3526.905273
	Iteration 38Q: 3 clusters Score -105125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105126.179688 Penalty: 3526.905273
	Iteration 39Q: 3 clusters Score -105126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105126.179688 Penalty: 3526.905273
	Iteration 40F: 3 clusters Score -105126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -644903.812500 Penalty: 2172.980957
	Iteration 0F: 2 clusters Score -644903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -639549.812500 Penalty: 4345.961914
	Iteration 0F: 3 clusters Score -639549.8 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -640922.000000 Penalty: 4345.961914
	Iteration 1F: 3 clusters Score -640922 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -641158.125000 Penalty: 4345.961914
	Iteration 2F: 3 clusters Score -641158.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -641339.937500 Penalty: 4345.961914
	Iteration 3F: 3 clusters Score -641339.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -641505.812500 Penalty: 4345.961914
	Iteration 4Q: 3 clusters Score -641505.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -641687.250000 Penalty: 4345.961914
	Iteration 5Q: 3 clusters Score -641687.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -641902.687500 Penalty: 4345.961914
	Iteration 6Q: 3 clusters Score -641902.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -642126.250000 Penalty: 4345.961914
	Iteration 7Q: 3 clusters Score -642126.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -642357.062500 Penalty: 4345.961914
	Iteration 8Q: 3 clusters Score -642357.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -642568.687500 Penalty: 4345.961914
	Iteration 9Q: 3 clusters Score -642568.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -642720.125000 Penalty: 4345.961914
	Iteration 10Q: 3 clusters Score -642720.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -642826.437500 Penalty: 4345.961914
	Iteration 11Q: 3 clusters Score -642826.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -642895.625000 Penalty: 4345.961914
	Iteration 12Q: 3 clusters Score -642895.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -642966.312500 Penalty: 4345.961914
	Iteration 13Q: 3 clusters Score -642966.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -643014.312500 Penalty: 4345.961914
	Iteration 14Q: 3 clusters Score -643014.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -643048.375000 Penalty: 4345.961914
	Iteration 15Q: 3 clusters Score -643048.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -643075.937500 Penalty: 4345.961914
	Iteration 16Q: 3 clusters Score -643075.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -643097.250000 Penalty: 4345.961914
	Iteration 17Q: 3 clusters Score -643097.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -643110.562500 Penalty: 4345.961914
	Iteration 18Q: 3 clusters Score -643110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -643118.375000 Penalty: 4345.961914
	Iteration 19Q: 3 clusters Score -643118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -643130.125000 Penalty: 4345.961914
	Iteration 20F: 3 clusters Score -643130.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -643139.125000 Penalty: 4345.961914
	Iteration 21Q: 3 clusters Score -643139.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -643145.250000 Penalty: 4345.961914
	Iteration 22Q: 3 clusters Score -643145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -643149.875000 Penalty: 4345.961914
	Iteration 23Q: 3 clusters Score -643149.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -643154.500000 Penalty: 4345.961914
	Iteration 24Q: 3 clusters Score -643154.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -643161.437500 Penalty: 4345.961914
	Iteration 25Q: 3 clusters Score -643161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -643165.312500 Penalty: 4345.961914
	Iteration 26Q: 3 clusters Score -643165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -643168.000000 Penalty: 4345.961914
	Iteration 27Q: 3 clusters Score -643168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -643169.375000 Penalty: 4345.961914
	Iteration 28Q: 3 clusters Score -643169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -643170.250000 Penalty: 4345.961914
	Iteration 29Q: 3 clusters Score -643170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -643170.875000 Penalty: 4345.961914
	Iteration 30Q: 3 clusters Score -643170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -643171.500000 Penalty: 4345.961914
	Iteration 31Q: 3 clusters Score -643171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -643173.250000 Penalty: 4345.961914
	Iteration 32Q: 3 clusters Score -643173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -643173.437500 Penalty: 4345.961914
	Iteration 33Q: 3 clusters Score -643173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -643173.437500 Penalty: 4345.961914
	Iteration 34F: 3 clusters Score -643173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -592069.125000 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -592069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -587164.687500 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -587164.7 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -588400.562500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -588400.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -588654.625000 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -588654.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -588849.937500 Penalty: 4279.319824
	Iteration 3F: 3 clusters Score -588849.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -588984.250000 Penalty: 4279.319824
	Iteration 4Q: 3 clusters Score -588984.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -589093.625000 Penalty: 4279.319824
	Iteration 5Q: 3 clusters Score -589093.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -589195.687500 Penalty: 4279.319824
	Iteration 6Q: 3 clusters Score -589195.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -589295.062500 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -589295.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -589392.750000 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -589392.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -589487.250000 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -589487.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -589588.250000 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -589588.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -589684.312500 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -589684.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -589795.625000 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -589795.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -589892.500000 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -589892.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -589965.562500 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -589965.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -590028.375000 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -590028.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -590070.562500 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -590070.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -590103.250000 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -590103.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -590132.750000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -590132.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -590156.000000 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -590156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -590167.062500 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -590167.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -590180.250000 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -590180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -590191.625000 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -590191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -590196.750000 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -590196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -590204.312500 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -590204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -590210.187500 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -590210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -590217.437500 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -590217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -590226.500000 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -590226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -590229.000000 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -590229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -590229.562500 Penalty: 4279.319824
	Iteration 29Q: 3 clusters Score -590229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -590233.250000 Penalty: 4279.319824
	Iteration 30Q: 3 clusters Score -590233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -590235.187500 Penalty: 4279.319824
	Iteration 31Q: 3 clusters Score -590235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -590238.937500 Penalty: 4279.319824
	Iteration 32Q: 3 clusters Score -590238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -590243.750000 Penalty: 4279.319824
	Iteration 33Q: 3 clusters Score -590243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -590247.312500 Penalty: 4279.319824
	Iteration 34Q: 3 clusters Score -590247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -590248.562500 Penalty: 4279.319824
	Iteration 35Q: 3 clusters Score -590248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -590251.000000 Penalty: 4279.319824
	Iteration 36Q: 3 clusters Score -590251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -590251.937500 Penalty: 4279.319824
	Iteration 37Q: 3 clusters Score -590251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -590252.375000 Penalty: 4279.319824
	Iteration 38Q: 3 clusters Score -590252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -590252.375000 Penalty: 4279.319824
	Iteration 39F: 3 clusters Score -590252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Entering Unmasked Estep 
Score: -2282856.500000 Penalty: 2482.124756
	Iteration 0F: 2 clusters Score -2282856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2267442.000000 Penalty: 4964.249512
	Iteration 0F: 3 clusters Score -2267442 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2272729.000000 Penalty: 4964.249512
	Iteration 1F: 3 clusters Score -2272729 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2273241.000000 Penalty: 4964.249512
	Iteration 2F: 3 clusters Score -2273241 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2273816.000000 Penalty: 4964.249512
	Iteration 3F: 3 clusters Score -2273816 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2274549.000000 Penalty: 4964.249512
	Iteration 4F: 3 clusters Score -2274549 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2275449.000000 Penalty: 4964.249512
	Iteration 5F: 3 clusters Score -2275449 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2276382.250000 Penalty: 4964.249512
	Iteration 6F: 3 clusters Score -2276382 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2277251.000000 Penalty: 4964.249512
	Iteration 7F: 3 clusters Score -2277251 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2277993.000000 Penalty: 4964.249512
	Iteration 8F: 3 clusters Score -2277993 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2278635.500000 Penalty: 4964.249512
	Iteration 9Q: 3 clusters Score -2278636 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2279087.250000 Penalty: 4964.249512
	Iteration 10Q: 3 clusters Score -2279087 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2279420.500000 Penalty: 4964.249512
	Iteration 11Q: 3 clusters Score -2279420 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2279686.250000 Penalty: 4964.249512
	Iteration 12Q: 3 clusters Score -2279686 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2279910.250000 Penalty: 4964.249512
	Iteration 13Q: 3 clusters Score -2279910 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2280078.750000 Penalty: 4964.249512
	Iteration 14Q: 3 clusters Score -2280079 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2280204.000000 Penalty: 4964.249512
	Iteration 15Q: 3 clusters Score -2280204 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2280313.250000 Penalty: 4964.249512
	Iteration 16Q: 3 clusters Score -2280313 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2280393.750000 Penalty: 4964.249512
	Iteration 17Q: 3 clusters Score -2280394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2280493.000000 Penalty: 4964.249512
	Iteration 18Q: 3 clusters Score -2280493 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2280574.250000 Penalty: 4964.249512
	Iteration 19Q: 3 clusters Score -2280574 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2280636.000000 Penalty: 4964.249512
	Iteration 20F: 3 clusters Score -2280636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2280697.750000 Penalty: 4964.249512
	Iteration 21Q: 3 clusters Score -2280698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2280746.500000 Penalty: 4964.249512
	Iteration 22Q: 3 clusters Score -2280746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2280782.250000 Penalty: 4964.249512
	Iteration 23Q: 3 clusters Score -2280782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2280812.000000 Penalty: 4964.249512
	Iteration 24Q: 3 clusters Score -2280812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2280837.250000 Penalty: 4964.249512
	Iteration 25Q: 3 clusters Score -2280837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2280858.250000 Penalty: 4964.249512
	Iteration 26Q: 3 clusters Score -2280858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2280885.250000 Penalty: 4964.249512
	Iteration 27Q: 3 clusters Score -2280885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2280897.000000 Penalty: 4964.249512
	Iteration 28Q: 3 clusters Score -2280897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2280906.500000 Penalty: 4964.249512
	Iteration 29Q: 3 clusters Score -2280906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2280918.750000 Penalty: 4964.249512
	Iteration 30Q: 3 clusters Score -2280919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2280921.500000 Penalty: 4964.249512
	Iteration 31Q: 3 clusters Score -2280922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2280931.250000 Penalty: 4964.249512
	Iteration 32Q: 3 clusters Score -2280931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2280931.000000 Penalty: 4964.249512
	Iteration 33Q: 3 clusters Score -2280931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2280933.750000 Penalty: 4964.249512
	Iteration 34Q: 3 clusters Score -2280934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2280934.500000 Penalty: 4964.249512
	Iteration 35Q: 3 clusters Score -2280934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2280934.250000 Penalty: 4964.249512
	Iteration 36Q: 3 clusters Score -2280934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2280933.250000 Penalty: 4964.249512
	Iteration 37Q: 3 clusters Score -2280933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2280933.000000 Penalty: 4964.249512
	Iteration 38Q: 3 clusters Score -2280933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2280933.000000 Penalty: 4964.249512
	Iteration 39F: 3 clusters Score -2280933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -529984.125000 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -529984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -525356.625000 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -525356.6 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -526471.812500 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -526471.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -526691.062500 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -526691.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -526799.375000 Penalty: 4243.026367
	Iteration 3Q: 3 clusters Score -526799.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -526876.125000 Penalty: 4243.026367
	Iteration 4Q: 3 clusters Score -526876.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -526930.375000 Penalty: 4243.026367
	Iteration 5Q: 3 clusters Score -526930.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -526971.812500 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -526971.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -527006.875000 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -527006.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -527032.250000 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -527032.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -527053.250000 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -527053.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -527078.875000 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -527078.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -527104.875000 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -527104.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -527127.500000 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -527127.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -527151.875000 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -527151.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -527182.812500 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -527182.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -527219.625000 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -527219.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -527259.562500 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -527259.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -527300.125000 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -527300.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -527342.625000 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -527342.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -527383.625000 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -527383.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -527434.125000 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -527434.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -527489.062500 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -527489.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -527543.250000 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -527543.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -527592.062500 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -527592.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -527637.937500 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -527637.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -527685.187500 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -527685.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -527746.875000 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -527746.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -527797.500000 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -527797.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -527843.250000 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -527843.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -527888.875000 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -527888.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -527925.875000 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -527925.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -527963.500000 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -527963.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -527985.687500 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -527985.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -528001.562500 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -528001.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -528016.875000 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -528016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -528027.000000 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -528027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -528038.562500 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -528038.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -528055.812500 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -528055.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -528075.125000 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -528075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -528090.875000 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -528090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -528102.187500 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -528102.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -528111.250000 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -528111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -528116.562500 Penalty: 4243.026367
	Iteration 42Q: 3 clusters Score -528116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -528119.875000 Penalty: 4243.026367
	Iteration 43Q: 3 clusters Score -528119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -528127.125000 Penalty: 4243.026367
	Iteration 44Q: 3 clusters Score -528127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -528130.250000 Penalty: 4243.026367
	Iteration 45Q: 3 clusters Score -528130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -528134.500000 Penalty: 4243.026367
	Iteration 46Q: 3 clusters Score -528134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -528135.937500 Penalty: 4243.026367
	Iteration 47Q: 3 clusters Score -528135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -528137.875000 Penalty: 4243.026367
	Iteration 48Q: 3 clusters Score -528137.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -528137.875000 Penalty: 4243.026367
	Iteration 49F: 3 clusters Score -528137.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -458385.781250 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -458385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -454243.312500 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -454243.3 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -455180.781250 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -455180.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -455345.562500 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -455345.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -455444.812500 Penalty: 4171.055176
	Iteration 3Q: 3 clusters Score -455444.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -455522.500000 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -455522.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -455581.875000 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -455581.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -455635.437500 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -455635.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -455672.656250 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -455672.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -455707.406250 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -455707.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -455738.312500 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -455738.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -455767.312500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -455767.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -455784.843750 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -455784.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -455798.906250 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -455798.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -455809.156250 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -455809.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -455816.937500 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -455816.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -455820.750000 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -455820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -455824.312500 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -455824.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -455828.062500 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -455828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -455832.281250 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -455832.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -455836.375000 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -455836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -455839.718750 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -455839.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -455843.750000 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -455843.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -455852.062500 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -455852.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -455859.750000 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -455859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -455867.250000 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -455867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -455870.343750 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -455870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -455875.218750 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -455875.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -455879.937500 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -455879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -455884.187500 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -455884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -455888.531250 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -455888.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -455895.625000 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -455895.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -455903.625000 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -455903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -455908.781250 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -455908.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455915.812500 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -455915.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -455923.656250 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -455923.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -455933.406250 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -455933.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -455944.031250 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -455944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -455951.625000 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -455951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -455957.093750 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -455957.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -455960.593750 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -455960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -455966.000000 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -455966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -455967.906250 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -455967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455971.187500 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -455971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -455974.250000 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -455974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -455975.906250 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -455975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -455978.281250 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -455978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -455979.968750 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -455980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -455981.312500 Penalty: 4171.055176
	Iteration 47Q: 3 clusters Score -455981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -455984.093750 Penalty: 4171.055176
	Iteration 48Q: 3 clusters Score -455984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -455984.750000 Penalty: 4171.055176
	Iteration 49Q: 3 clusters Score -455984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -455985.343750 Penalty: 4171.055176
	Iteration 50Q: 3 clusters Score -455985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -455986.500000 Penalty: 4171.055176
	Iteration 51Q: 3 clusters Score -455986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -455986.281250 Penalty: 4171.055176
	Iteration 52Q: 3 clusters Score -455986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -455986.656250 Penalty: 4171.055176
	Iteration 53Q: 3 clusters Score -455986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -455987.156250 Penalty: 4171.055176
	Iteration 54Q: 3 clusters Score -455987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -455986.937500 Penalty: 4171.055176
	Iteration 55Q: 3 clusters Score -455986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -455986.937500 Penalty: 4171.055176
	Iteration 56F: 3 clusters Score -455986.9 nChanged 0
--- Evaluating fit on full set of 1878892 points ---
Entering Unmasked Estep 
Score: -177000800.000000 Penalty: 182715.453125
24->52 Clusters: Score -177000800.000000, best is -177038768.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 626297 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 25820 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 26175 members 
Mstep: Class 5 contains 26220 members 
Mstep: Class 6 contains 25869 members 
Mstep: Class 7 contains 25976 members 
Mstep: Class 8 contains 26268 members 
Mstep: Class 9 contains 26008 members 
Mstep: Class 10 contains 26243 members 
Mstep: Class 11 contains 26205 members 
Mstep: Class 12 contains 26082 members 
Mstep: Class 13 contains 25965 members 
Mstep: Class 14 contains 26034 members 
Mstep: Class 15 contains 26294 members 
Mstep: Class 16 contains 26288 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 18 contains 26230 members 
Mstep: Class 19 contains 26282 members 
Mstep: Class 20 contains 25957 members 
Mstep: Class 21 contains 26088 members 
Mstep: Class 22 contains 26035 members 
Mstep: Class 23 contains 25868 members 
Mstep: Class 24 contains 26326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 737.320374 but Gain 3310.203125
Score: -54510888.000000 Penalty: 76134.593750
Iteration 0F: 24 clusters Score -5.451089e+07 nChanged 595646
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 41201 members 
Mstep: Class 3 contains 23960 members 
Mstep: Class 4 contains 30735 members 
Mstep: Class 5 contains 21334 members 
Mstep: Class 6 contains 25615 members 
Mstep: Class 7 contains 52389 members 
Mstep: Class 8 contains 17857 members 
Mstep: Class 9 contains 23927 members 
Mstep: Class 10 contains 28670 members 
Mstep: Class 11 contains 19239 members 
Mstep: Class 12 contains 43112 members 
Mstep: Class 13 contains 26214 members 
Mstep: Class 14 contains 26664 members 
Mstep: Class 15 contains 43882 members 
Mstep: Class 16 contains 31209 members 
Mstep: Class 17 contains 26328 members 
Mstep: Class 19 contains 16226 members 
Mstep: Class 20 contains 23110 members 
Mstep: Class 21 contains 20294 members 
Mstep: Class 22 contains 23814 members 
Mstep: Class 23 contains 12021 members 
Mstep: Class 24 contains 25572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -56838340.000000 Penalty: 76134.593750
Iteration 1F: 24 clusters Score -5.683834e+07 nChanged 290777
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 51962 members 
Mstep: Class 3 contains 29005 members 
Mstep: Class 4 contains 30395 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 29183 members 
Mstep: Class 7 contains 33323 members 
Mstep: Class 8 contains 15874 members 
Mstep: Class 9 contains 20368 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 13780 members 
Mstep: Class 12 contains 20474 members 
Mstep: Class 13 contains 23192 members 
Mstep: Class 14 contains 20600 members 
Mstep: Class 15 contains 73711 members 
Mstep: Class 16 contains 41965 members 
Mstep: Class 17 contains 20897 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 24114 members 
Mstep: Class 21 contains 17173 members 
Mstep: Class 22 contains 39105 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 42742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57652016.000000 Penalty: 76134.593750
Iteration 2F: 24 clusters Score -5.765202e+07 nChanged 199711
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 26250 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 29565 members 
Mstep: Class 7 contains 21599 members 
Mstep: Class 8 contains 19664 members 
Mstep: Class 9 contains 17398 members 
Mstep: Class 10 contains 16478 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 30862 members 
Mstep: Class 14 contains 16637 members 
Mstep: Class 15 contains 87305 members 
Mstep: Class 16 contains 46248 members 
Mstep: Class 17 contains 20004 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 26334 members 
Mstep: Class 21 contains 17114 members 
Mstep: Class 22 contains 44927 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 58413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58035136.000000 Penalty: 76134.593750
Iteration 3F: 24 clusters Score -5.803514e+07 nChanged 145342
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 44045 members 
Mstep: Class 3 contains 25039 members 
Mstep: Class 4 contains 23450 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 31481 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 22534 members 
Mstep: Class 9 contains 17263 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 7325 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 13 contains 38584 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 86999 members 
Mstep: Class 16 contains 50245 members 
Mstep: Class 17 contains 20145 members 
Mstep: Class 19 contains 7735 members 
Mstep: Class 20 contains 30048 members 
Mstep: Class 21 contains 15007 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 76664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58261444.000000 Penalty: 76134.593750
Iteration 4F: 24 clusters Score -5.826144e+07 nChanged 110411
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 39085 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 22027 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 33956 members 
Mstep: Class 7 contains 13618 members 
Mstep: Class 8 contains 23346 members 
Mstep: Class 9 contains 18043 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 5273 members 
Mstep: Class 12 contains 8786 members 
Mstep: Class 13 contains 41817 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 81893 members 
Mstep: Class 16 contains 56788 members 
Mstep: Class 17 contains 19761 members 
Mstep: Class 19 contains 8060 members 
Mstep: Class 20 contains 33498 members 
Mstep: Class 21 contains 12885 members 
Mstep: Class 22 contains 36543 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 93572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58405756.000000 Penalty: 76134.593750
Iteration 5F: 24 clusters Score -5.840576e+07 nChanged 80941
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 35712 members 
Mstep: Class 3 contains 23399 members 
Mstep: Class 4 contains 21262 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 34841 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 23201 members 
Mstep: Class 9 contains 18806 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 8169 members 
Mstep: Class 13 contains 41556 members 
Mstep: Class 14 contains 12155 members 
Mstep: Class 15 contains 78759 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 19557 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 36883 members 
Mstep: Class 21 contains 11176 members 
Mstep: Class 22 contains 33463 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 105796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58500704.000000 Penalty: 76134.593750
Iteration 6F: 24 clusters Score -5.85007e+07 nChanged 60327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 33070 members 
Mstep: Class 3 contains 24519 members 
Mstep: Class 4 contains 21122 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 34414 members 
Mstep: Class 7 contains 11506 members 
Mstep: Class 8 contains 22690 members 
Mstep: Class 9 contains 19506 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 7672 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 11726 members 
Mstep: Class 15 contains 79622 members 
Mstep: Class 16 contains 61278 members 
Mstep: Class 17 contains 19370 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 40293 members 
Mstep: Class 21 contains 9889 members 
Mstep: Class 22 contains 31931 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 113129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58562800.000000 Penalty: 76134.593750
Iteration 7F: 24 clusters Score -5.85628e+07 nChanged 46827
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 31037 members 
Mstep: Class 3 contains 25938 members 
Mstep: Class 4 contains 21694 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 33282 members 
Mstep: Class 7 contains 11290 members 
Mstep: Class 8 contains 22280 members 
Mstep: Class 9 contains 20269 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 3018 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 38133 members 
Mstep: Class 14 contains 11598 members 
Mstep: Class 15 contains 82862 members 
Mstep: Class 16 contains 59809 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 9092 members 
Mstep: Class 20 contains 43071 members 
Mstep: Class 21 contains 8805 members 
Mstep: Class 22 contains 30323 members 
Mstep: Class 23 contains 9213 members 
Mstep: Class 24 contains 117148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58605544.000000 Penalty: 76134.593750
Iteration 8F: 24 clusters Score -5.860554e+07 nChanged 37043
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 29617 members 
Mstep: Class 3 contains 27378 members 
Mstep: Class 4 contains 22493 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 31950 members 
Mstep: Class 7 contains 11316 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 20898 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 3002 members 
Mstep: Class 12 contains 6960 members 
Mstep: Class 13 contains 36462 members 
Mstep: Class 14 contains 11595 members 
Mstep: Class 15 contains 86781 members 
Mstep: Class 16 contains 57513 members 
Mstep: Class 17 contains 18001 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 45158 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 28468 members 
Mstep: Class 23 contains 9259 members 
Mstep: Class 24 contains 119590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58635896.000000 Penalty: 76134.593750
Iteration 9F: 24 clusters Score -5.86359e+07 nChanged 30332
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 28446 members 
Mstep: Class 3 contains 28927 members 
Mstep: Class 4 contains 22989 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 30653 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 21617 members 
Mstep: Class 9 contains 21493 members 
Mstep: Class 10 contains 8567 members 
Mstep: Class 11 contains 3076 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 35199 members 
Mstep: Class 14 contains 11694 members 
Mstep: Class 15 contains 90759 members 
Mstep: Class 16 contains 54951 members 
Mstep: Class 17 contains 17151 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 46696 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 26424 members 
Mstep: Class 23 contains 9267 members 
Mstep: Class 24 contains 120977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58659104.000000 Penalty: 76134.593750
Iteration 10Q: 24 clusters Score -5.86591e+07 nChanged 25539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 27489 members 
Mstep: Class 3 contains 30556 members 
Mstep: Class 4 contains 23206 members 
Mstep: Class 5 contains 6152 members 
Mstep: Class 6 contains 29397 members 
Mstep: Class 7 contains 11304 members 
Mstep: Class 8 contains 21316 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 8729 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 6317 members 
Mstep: Class 13 contains 34139 members 
Mstep: Class 14 contains 11958 members 
Mstep: Class 15 contains 93936 members 
Mstep: Class 16 contains 53006 members 
Mstep: Class 17 contains 16356 members 
Mstep: Class 19 contains 10891 members 
Mstep: Class 20 contains 47945 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 24354 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 121800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58678244.000000 Penalty: 76134.593750
Iteration 11Q: 24 clusters Score -5.867824e+07 nChanged 21897
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 26723 members 
Mstep: Class 3 contains 32237 members 
Mstep: Class 4 contains 23126 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 28191 members 
Mstep: Class 7 contains 11265 members 
Mstep: Class 8 contains 20939 members 
Mstep: Class 9 contains 21631 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 33215 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 95928 members 
Mstep: Class 16 contains 51869 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 22718 members 
Mstep: Class 23 contains 9281 members 
Mstep: Class 24 contains 122208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58695108.000000 Penalty: 76134.593750
Iteration 12Q: 24 clusters Score -5.869511e+07 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 25977 members 
Mstep: Class 3 contains 33851 members 
Mstep: Class 4 contains 22772 members 
Mstep: Class 5 contains 6949 members 
Mstep: Class 6 contains 27333 members 
Mstep: Class 7 contains 11197 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 9 contains 21097 members 
Mstep: Class 10 contains 9176 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 5846 members 
Mstep: Class 13 contains 32450 members 
Mstep: Class 14 contains 12666 members 
Mstep: Class 15 contains 96541 members 
Mstep: Class 16 contains 51010 members 
Mstep: Class 17 contains 14894 members 
Mstep: Class 19 contains 12006 members 
Mstep: Class 20 contains 49841 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 22291 members 
Mstep: Class 23 contains 9284 members 
Mstep: Class 24 contains 122397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58709260.000000 Penalty: 76134.593750
Iteration 13Q: 24 clusters Score -5.870926e+07 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 25243 members 
Mstep: Class 3 contains 35497 members 
Mstep: Class 4 contains 22272 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 26830 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 20370 members 
Mstep: Class 9 contains 20428 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 5708 members 
Mstep: Class 13 contains 31830 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 96394 members 
Mstep: Class 16 contains 49939 members 
Mstep: Class 17 contains 14123 members 
Mstep: Class 19 contains 12550 members 
Mstep: Class 20 contains 50297 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 22860 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 122539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58720504.000000 Penalty: 76134.593750
Iteration 14Q: 24 clusters Score -5.87205e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 24526 members 
Mstep: Class 3 contains 37199 members 
Mstep: Class 4 contains 21689 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 26579 members 
Mstep: Class 7 contains 11073 members 
Mstep: Class 8 contains 20170 members 
Mstep: Class 9 contains 19840 members 
Mstep: Class 10 contains 9696 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 31197 members 
Mstep: Class 14 contains 13257 members 
Mstep: Class 15 contains 96001 members 
Mstep: Class 16 contains 49121 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 19 contains 13091 members 
Mstep: Class 20 contains 50415 members 
Mstep: Class 21 contains 5194 members 
Mstep: Class 22 contains 23381 members 
Mstep: Class 23 contains 9319 members 
Mstep: Class 24 contains 122644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58729240.000000 Penalty: 76134.593750
Iteration 15Q: 24 clusters Score -5.872924e+07 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 23890 members 
Mstep: Class 3 contains 38844 members 
Mstep: Class 4 contains 21230 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 26531 members 
Mstep: Class 7 contains 11002 members 
Mstep: Class 8 contains 20012 members 
Mstep: Class 9 contains 19248 members 
Mstep: Class 10 contains 10022 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 30491 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 15 contains 95514 members 
Mstep: Class 16 contains 49110 members 
Mstep: Class 17 contains 12712 members 
Mstep: Class 19 contains 13563 members 
Mstep: Class 20 contains 50287 members 
Mstep: Class 21 contains 5135 members 
Mstep: Class 22 contains 23119 members 
Mstep: Class 23 contains 9352 members 
Mstep: Class 24 contains 122720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58734664.000000 Penalty: 76134.593750
Iteration 16Q: 24 clusters Score -5.873466e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 23372 members 
Mstep: Class 3 contains 40375 members 
Mstep: Class 4 contains 20856 members 
Mstep: Class 5 contains 7864 members 
Mstep: Class 6 contains 26527 members 
Mstep: Class 7 contains 10933 members 
Mstep: Class 8 contains 19867 members 
Mstep: Class 9 contains 18663 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 4060 members 
Mstep: Class 12 contains 5547 members 
Mstep: Class 13 contains 29674 members 
Mstep: Class 14 contains 13776 members 
Mstep: Class 15 contains 94962 members 
Mstep: Class 16 contains 49513 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 19 contains 14007 members 
Mstep: Class 20 contains 50056 members 
Mstep: Class 21 contains 5091 members 
Mstep: Class 22 contains 22427 members 
Mstep: Class 23 contains 9395 members 
Mstep: Class 24 contains 122805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58738968.000000 Penalty: 76134.593750
Iteration 17Q: 24 clusters Score -5.873897e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 41714 members 
Mstep: Class 4 contains 20568 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 26526 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 19759 members 
Mstep: Class 9 contains 18076 members 
Mstep: Class 10 contains 10794 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 28796 members 
Mstep: Class 14 contains 14000 members 
Mstep: Class 15 contains 94537 members 
Mstep: Class 16 contains 50109 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 19 contains 14385 members 
Mstep: Class 20 contains 49772 members 
Mstep: Class 21 contains 5089 members 
Mstep: Class 22 contains 21599 members 
Mstep: Class 23 contains 9438 members 
Mstep: Class 24 contains 122923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58742820.000000 Penalty: 76134.593750
Iteration 18Q: 24 clusters Score -5.874282e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 22706 members 
Mstep: Class 3 contains 43053 members 
Mstep: Class 4 contains 20345 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 26539 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 19666 members 
Mstep: Class 9 contains 17610 members 
Mstep: Class 10 contains 11252 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 27744 members 
Mstep: Class 14 contains 14208 members 
Mstep: Class 15 contains 94129 members 
Mstep: Class 16 contains 50838 members 
Mstep: Class 17 contains 11504 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 49510 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 20562 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 122991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58746668.000000 Penalty: 76134.593750
Iteration 19Q: 24 clusters Score -5.874667e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 22511 members 
Mstep: Class 3 contains 44498 members 
Mstep: Class 4 contains 20209 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 26544 members 
Mstep: Class 7 contains 10640 members 
Mstep: Class 8 contains 19577 members 
Mstep: Class 9 contains 17171 members 
Mstep: Class 10 contains 11701 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 26607 members 
Mstep: Class 14 contains 14422 members 
Mstep: Class 15 contains 93794 members 
Mstep: Class 16 contains 51648 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 19 contains 15099 members 
Mstep: Class 20 contains 49305 members 
Mstep: Class 21 contains 5095 members 
Mstep: Class 22 contains 19180 members 
Mstep: Class 23 contains 9544 members 
Mstep: Class 24 contains 123030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58752704.000000 Penalty: 76134.593750
Iteration 20F: 24 clusters Score -5.87527e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 22223 members 
Mstep: Class 3 contains 45993 members 
Mstep: Class 4 contains 19916 members 
Mstep: Class 5 contains 8412 members 
Mstep: Class 6 contains 26540 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 19362 members 
Mstep: Class 9 contains 16680 members 
Mstep: Class 10 contains 12145 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 25422 members 
Mstep: Class 14 contains 14679 members 
Mstep: Class 15 contains 93306 members 
Mstep: Class 16 contains 52459 members 
Mstep: Class 17 contains 11216 members 
Mstep: Class 19 contains 15426 members 
Mstep: Class 20 contains 49110 members 
Mstep: Class 21 contains 5073 members 
Mstep: Class 22 contains 17665 members 
Mstep: Class 23 contains 9606 members 
Mstep: Class 24 contains 123045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58761184.000000 Penalty: 76134.593750
Iteration 21Q: 24 clusters Score -5.876118e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 21931 members 
Mstep: Class 3 contains 46335 members 
Mstep: Class 4 contains 19692 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 26555 members 
Mstep: Class 7 contains 10462 members 
Mstep: Class 8 contains 19200 members 
Mstep: Class 9 contains 16228 members 
Mstep: Class 10 contains 12574 members 
Mstep: Class 11 contains 4675 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 24275 members 
Mstep: Class 14 contains 14874 members 
Mstep: Class 15 contains 92959 members 
Mstep: Class 16 contains 53181 members 
Mstep: Class 17 contains 11156 members 
Mstep: Class 19 contains 15763 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 17224 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58767248.000000 Penalty: 76134.593750
Iteration 22Q: 24 clusters Score -5.876725e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 21676 members 
Mstep: Class 3 contains 45898 members 
Mstep: Class 4 contains 19584 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 26572 members 
Mstep: Class 7 contains 10371 members 
Mstep: Class 8 contains 19089 members 
Mstep: Class 9 contains 15745 members 
Mstep: Class 10 contains 12978 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 23366 members 
Mstep: Class 14 contains 15066 members 
Mstep: Class 15 contains 92721 members 
Mstep: Class 16 contains 53771 members 
Mstep: Class 17 contains 11111 members 
Mstep: Class 19 contains 16085 members 
Mstep: Class 20 contains 48961 members 
Mstep: Class 21 contains 5040 members 
Mstep: Class 22 contains 17328 members 
Mstep: Class 23 contains 9761 members 
Mstep: Class 24 contains 123040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58768672.000000 Penalty: 76134.593750
Iteration 23Q: 24 clusters Score -5.876867e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 21501 members 
Mstep: Class 3 contains 45471 members 
Mstep: Class 4 contains 19515 members 
Mstep: Class 5 contains 8744 members 
Mstep: Class 6 contains 26598 members 
Mstep: Class 7 contains 10275 members 
Mstep: Class 8 contains 18995 members 
Mstep: Class 9 contains 15341 members 
Mstep: Class 10 contains 13343 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 22539 members 
Mstep: Class 14 contains 15239 members 
Mstep: Class 15 contains 92512 members 
Mstep: Class 16 contains 54294 members 
Mstep: Class 17 contains 11095 members 
Mstep: Class 19 contains 16388 members 
Mstep: Class 20 contains 48892 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 17440 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 123033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58769972.000000 Penalty: 76134.593750
Iteration 24Q: 24 clusters Score -5.876997e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 19494 members 
Mstep: Class 5 contains 8842 members 
Mstep: Class 6 contains 26618 members 
Mstep: Class 7 contains 10171 members 
Mstep: Class 8 contains 18932 members 
Mstep: Class 9 contains 14966 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 11 contains 5124 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 21778 members 
Mstep: Class 14 contains 15385 members 
Mstep: Class 15 contains 92327 members 
Mstep: Class 16 contains 54743 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 19 contains 16688 members 
Mstep: Class 20 contains 48808 members 
Mstep: Class 21 contains 4996 members 
Mstep: Class 22 contains 17536 members 
Mstep: Class 23 contains 9823 members 
Mstep: Class 24 contains 123009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58770844.000000 Penalty: 76134.593750
Iteration 25Q: 24 clusters Score -5.877084e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 21075 members 
Mstep: Class 3 contains 44801 members 
Mstep: Class 4 contains 19497 members 
Mstep: Class 5 contains 8939 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 18871 members 
Mstep: Class 9 contains 14630 members 
Mstep: Class 10 contains 14031 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 21091 members 
Mstep: Class 14 contains 15483 members 
Mstep: Class 15 contains 92182 members 
Mstep: Class 16 contains 55132 members 
Mstep: Class 17 contains 11106 members 
Mstep: Class 19 contains 16995 members 
Mstep: Class 20 contains 48737 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 17615 members 
Mstep: Class 23 contains 9859 members 
Mstep: Class 24 contains 122997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58771636.000000 Penalty: 76134.593750
Iteration 26Q: 24 clusters Score -5.877164e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 20900 members 
Mstep: Class 3 contains 44504 members 
Mstep: Class 4 contains 19514 members 
Mstep: Class 5 contains 9028 members 
Mstep: Class 6 contains 26636 members 
Mstep: Class 7 contains 9986 members 
Mstep: Class 8 contains 18788 members 
Mstep: Class 9 contains 14333 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 20435 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 92051 members 
Mstep: Class 16 contains 55441 members 
Mstep: Class 17 contains 11115 members 
Mstep: Class 19 contains 17273 members 
Mstep: Class 20 contains 48679 members 
Mstep: Class 21 contains 4984 members 
Mstep: Class 22 contains 17676 members 
Mstep: Class 23 contains 9883 members 
Mstep: Class 24 contains 122984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58772552.000000 Penalty: 76134.593750
Iteration 27Q: 24 clusters Score -5.877255e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 20753 members 
Mstep: Class 3 contains 44189 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 9908 members 
Mstep: Class 8 contains 18753 members 
Mstep: Class 9 contains 14029 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 5227 members 
Mstep: Class 13 contains 19826 members 
Mstep: Class 14 contains 15658 members 
Mstep: Class 15 contains 91930 members 
Mstep: Class 16 contains 55734 members 
Mstep: Class 17 contains 11120 members 
Mstep: Class 19 contains 17554 members 
Mstep: Class 20 contains 48597 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 17718 members 
Mstep: Class 23 contains 9904 members 
Mstep: Class 24 contains 122959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58773460.000000 Penalty: 76134.593750
Iteration 28Q: 24 clusters Score -5.877346e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 43930 members 
Mstep: Class 4 contains 19669 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 6 contains 26651 members 
Mstep: Class 7 contains 9821 members 
Mstep: Class 8 contains 18740 members 
Mstep: Class 9 contains 13759 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 19210 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 15 contains 91841 members 
Mstep: Class 16 contains 56018 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 19 contains 17792 members 
Mstep: Class 20 contains 48534 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 17762 members 
Mstep: Class 23 contains 9919 members 
Mstep: Class 24 contains 122930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58774944.000000 Penalty: 76134.593750
Iteration 29Q: 24 clusters Score -5.877494e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 20427 members 
Mstep: Class 3 contains 43686 members 
Mstep: Class 4 contains 19805 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 26656 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 18720 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 15417 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 18588 members 
Mstep: Class 14 contains 15745 members 
Mstep: Class 15 contains 91707 members 
Mstep: Class 16 contains 56323 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 48494 members 
Mstep: Class 21 contains 4971 members 
Mstep: Class 22 contains 17790 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 122915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58776336.000000 Penalty: 76134.593750
Iteration 30Q: 24 clusters Score -5.877634e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 20220 members 
Mstep: Class 3 contains 43487 members 
Mstep: Class 4 contains 19977 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 26656 members 
Mstep: Class 7 contains 9671 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 13326 members 
Mstep: Class 10 contains 15707 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 17964 members 
Mstep: Class 14 contains 15783 members 
Mstep: Class 15 contains 91621 members 
Mstep: Class 16 contains 56640 members 
Mstep: Class 17 contains 11139 members 
Mstep: Class 19 contains 18188 members 
Mstep: Class 20 contains 48480 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 17814 members 
Mstep: Class 23 contains 9940 members 
Mstep: Class 24 contains 122879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58777448.000000 Penalty: 76134.593750
Iteration 31Q: 24 clusters Score -5.877745e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 20009 members 
Mstep: Class 3 contains 43319 members 
Mstep: Class 4 contains 20175 members 
Mstep: Class 5 contains 9210 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 9604 members 
Mstep: Class 8 contains 18671 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 15929 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 15819 members 
Mstep: Class 15 contains 91558 members 
Mstep: Class 16 contains 56900 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 19 contains 18281 members 
Mstep: Class 20 contains 48489 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 17836 members 
Mstep: Class 23 contains 9965 members 
Mstep: Class 24 contains 122838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58778248.000000 Penalty: 76134.593750
Iteration 32Q: 24 clusters Score -5.877825e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 19796 members 
Mstep: Class 3 contains 43166 members 
Mstep: Class 4 contains 20400 members 
Mstep: Class 5 contains 9193 members 
Mstep: Class 6 contains 26654 members 
Mstep: Class 7 contains 9528 members 
Mstep: Class 8 contains 18645 members 
Mstep: Class 9 contains 13039 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 15858 members 
Mstep: Class 15 contains 91509 members 
Mstep: Class 16 contains 57033 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 19 contains 18298 members 
Mstep: Class 20 contains 48518 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 17846 members 
Mstep: Class 23 contains 9998 members 
Mstep: Class 24 contains 122803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779060.000000 Penalty: 76134.593750
Iteration 33Q: 24 clusters Score -5.877906e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 19562 members 
Mstep: Class 3 contains 43042 members 
Mstep: Class 4 contains 20698 members 
Mstep: Class 5 contains 9133 members 
Mstep: Class 6 contains 26655 members 
Mstep: Class 7 contains 9454 members 
Mstep: Class 8 contains 18629 members 
Mstep: Class 9 contains 12933 members 
Mstep: Class 10 contains 16324 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 16821 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 91462 members 
Mstep: Class 16 contains 57061 members 
Mstep: Class 17 contains 11157 members 
Mstep: Class 19 contains 18289 members 
Mstep: Class 20 contains 48527 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 17863 members 
Mstep: Class 23 contains 10038 members 
Mstep: Class 24 contains 122756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779496.000000 Penalty: 76134.593750
Iteration 34Q: 24 clusters Score -5.87795e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 19371 members 
Mstep: Class 3 contains 42940 members 
Mstep: Class 4 contains 20949 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 26650 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 16484 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 16636 members 
Mstep: Class 14 contains 15909 members 
Mstep: Class 15 contains 91433 members 
Mstep: Class 16 contains 57056 members 
Mstep: Class 17 contains 11168 members 
Mstep: Class 19 contains 18243 members 
Mstep: Class 20 contains 48529 members 
Mstep: Class 21 contains 4986 members 
Mstep: Class 22 contains 17888 members 
Mstep: Class 23 contains 10074 members 
Mstep: Class 24 contains 122725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58779932.000000 Penalty: 76134.593750
Iteration 35Q: 24 clusters Score -5.877993e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 19182 members 
Mstep: Class 3 contains 42850 members 
Mstep: Class 4 contains 21176 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 6 contains 26644 members 
Mstep: Class 7 contains 9296 members 
Mstep: Class 8 contains 18568 members 
Mstep: Class 9 contains 12756 members 
Mstep: Class 10 contains 16626 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 16514 members 
Mstep: Class 14 contains 15935 members 
Mstep: Class 15 contains 91413 members 
Mstep: Class 16 contains 57024 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 48533 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 10101 members 
Mstep: Class 24 contains 122700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58780508.000000 Penalty: 76134.593750
Iteration 36Q: 24 clusters Score -5.878051e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 42759 members 
Mstep: Class 4 contains 21381 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 26643 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 18537 members 
Mstep: Class 9 contains 12644 members 
Mstep: Class 10 contains 16764 members 
Mstep: Class 11 contains 7388 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 16422 members 
Mstep: Class 14 contains 15956 members 
Mstep: Class 15 contains 91425 members 
Mstep: Class 16 contains 56997 members 
Mstep: Class 17 contains 11201 members 
Mstep: Class 19 contains 18178 members 
Mstep: Class 20 contains 48545 members 
Mstep: Class 21 contains 4960 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 10110 members 
Mstep: Class 24 contains 122628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58781000.000000 Penalty: 76134.593750
Iteration 37Q: 24 clusters Score -5.8781e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 3 contains 42682 members 
Mstep: Class 4 contains 21578 members 
Mstep: Class 5 contains 8731 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 9185 members 
Mstep: Class 8 contains 18506 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 7689 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 16341 members 
Mstep: Class 14 contains 15974 members 
Mstep: Class 15 contains 91407 members 
Mstep: Class 16 contains 56942 members 
Mstep: Class 17 contains 11219 members 
Mstep: Class 19 contains 18159 members 
Mstep: Class 20 contains 48569 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 17933 members 
Mstep: Class 23 contains 10132 members 
Mstep: Class 24 contains 122528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58781504.000000 Penalty: 76134.593750
Iteration 38Q: 24 clusters Score -5.87815e+07 nChanged 1605
Entering ConstructFrom: 
Score: -58781504.000000 Penalty: 76134.593750
Entering ConstructFrom: 
Trying to split cluster 1 (24001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Entering Unmasked Estep 
Score: -2379961.250000 Penalty: 2501.291016
	Iteration 0F: 2 clusters Score -2379961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2363294.250000 Penalty: 5002.582031
	Iteration 0F: 3 clusters Score -2363294 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2368955.250000 Penalty: 5002.582031
	Iteration 1F: 3 clusters Score -2368955 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2369451.000000 Penalty: 5002.582031
	Iteration 2F: 3 clusters Score -2369451 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2369909.000000 Penalty: 5002.582031
	Iteration 3Q: 3 clusters Score -2369909 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2370322.250000 Penalty: 5002.582031
	Iteration 4Q: 3 clusters Score -2370322 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2370729.750000 Penalty: 5002.582031
	Iteration 5Q: 3 clusters Score -2370730 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2371230.000000 Penalty: 5002.582031
	Iteration 6Q: 3 clusters Score -2371230 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2371792.500000 Penalty: 5002.582031
	Iteration 7Q: 3 clusters Score -2371792 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2372411.750000 Penalty: 5002.582031
	Iteration 8Q: 3 clusters Score -2372412 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2373060.250000 Penalty: 5002.582031
	Iteration 9Q: 3 clusters Score -2373060 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2373694.250000 Penalty: 5002.582031
	Iteration 10Q: 3 clusters Score -2373694 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2374331.250000 Penalty: 5002.582031
	Iteration 11Q: 3 clusters Score -2374331 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2374944.000000 Penalty: 5002.582031
	Iteration 12Q: 3 clusters Score -2374944 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2375465.750000 Penalty: 5002.582031
	Iteration 13Q: 3 clusters Score -2375466 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2375853.000000 Penalty: 5002.582031
	Iteration 14Q: 3 clusters Score -2375853 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2376207.500000 Penalty: 5002.582031
	Iteration 15Q: 3 clusters Score -2376208 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2376526.500000 Penalty: 5002.582031
	Iteration 16Q: 3 clusters Score -2376526 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2376764.750000 Penalty: 5002.582031
	Iteration 17Q: 3 clusters Score -2376765 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2376986.000000 Penalty: 5002.582031
	Iteration 18Q: 3 clusters Score -2376986 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2377145.750000 Penalty: 5002.582031
	Iteration 19Q: 3 clusters Score -2377146 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2377323.750000 Penalty: 5002.582031
	Iteration 20F: 3 clusters Score -2377324 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2377452.250000 Penalty: 5002.582031
	Iteration 21Q: 3 clusters Score -2377452 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2377571.500000 Penalty: 5002.582031
	Iteration 22Q: 3 clusters Score -2377572 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2377658.250000 Penalty: 5002.582031
	Iteration 23Q: 3 clusters Score -2377658 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2377712.000000 Penalty: 5002.582031
	Iteration 24Q: 3 clusters Score -2377712 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2377770.750000 Penalty: 5002.582031
	Iteration 25Q: 3 clusters Score -2377771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2377810.000000 Penalty: 5002.582031
	Iteration 26Q: 3 clusters Score -2377810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2377846.250000 Penalty: 5002.582031
	Iteration 27Q: 3 clusters Score -2377846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2377887.250000 Penalty: 5002.582031
	Iteration 28Q: 3 clusters Score -2377887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2377913.000000 Penalty: 5002.582031
	Iteration 29Q: 3 clusters Score -2377913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2377935.750000 Penalty: 5002.582031
	Iteration 30Q: 3 clusters Score -2377936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2377964.250000 Penalty: 5002.582031
	Iteration 31Q: 3 clusters Score -2377964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2377985.500000 Penalty: 5002.582031
	Iteration 32Q: 3 clusters Score -2377986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2378004.500000 Penalty: 5002.582031
	Iteration 33Q: 3 clusters Score -2378004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2378018.500000 Penalty: 5002.582031
	Iteration 34Q: 3 clusters Score -2378018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2378031.250000 Penalty: 5002.582031
	Iteration 35Q: 3 clusters Score -2378031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2378037.750000 Penalty: 5002.582031
	Iteration 36Q: 3 clusters Score -2378038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2378049.250000 Penalty: 5002.582031
	Iteration 37Q: 3 clusters Score -2378049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2378056.250000 Penalty: 5002.582031
	Iteration 38Q: 3 clusters Score -2378056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2378060.000000 Penalty: 5002.582031
	Iteration 39Q: 3 clusters Score -2378060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2378069.000000 Penalty: 5002.582031
	Iteration 40F: 3 clusters Score -2378069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2378078.250000 Penalty: 5002.582031
	Iteration 41Q: 3 clusters Score -2378078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2378084.250000 Penalty: 5002.582031
	Iteration 42Q: 3 clusters Score -2378084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2378091.750000 Penalty: 5002.582031
	Iteration 43Q: 3 clusters Score -2378092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2378092.500000 Penalty: 5002.582031
	Iteration 44Q: 3 clusters Score -2378092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2378093.000000 Penalty: 5002.582031
	Iteration 45Q: 3 clusters Score -2378093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2378099.250000 Penalty: 5002.582031
	Iteration 46Q: 3 clusters Score -2378099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2378104.000000 Penalty: 5002.582031
	Iteration 47Q: 3 clusters Score -2378104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2378108.250000 Penalty: 5002.582031
	Iteration 48Q: 3 clusters Score -2378108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2378106.250000 Penalty: 5002.582031
	Iteration 49Q: 3 clusters Score -2378106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2378111.250000 Penalty: 5002.582031
	Iteration 50Q: 3 clusters Score -2378111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2378112.000000 Penalty: 5002.582031
	Iteration 51Q: 3 clusters Score -2378112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2378114.500000 Penalty: 5002.582031
	Iteration 52Q: 3 clusters Score -2378114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2378113.750000 Penalty: 5002.582031
	Iteration 53Q: 3 clusters Score -2378114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2378114.750000 Penalty: 5002.582031
	Iteration 54Q: 3 clusters Score -2378115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2378113.750000 Penalty: 5002.582031
	Iteration 55Q: 3 clusters Score -2378114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2378121.000000 Penalty: 5002.582031
	Iteration 56Q: 3 clusters Score -2378121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2378121.000000 Penalty: 5002.582031
	Iteration 57Q: 3 clusters Score -2378121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2378125.250000 Penalty: 5002.582031
	Iteration 58Q: 3 clusters Score -2378125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2378123.500000 Penalty: 5002.582031
	Iteration 59Q: 3 clusters Score -2378124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2378127.000000 Penalty: 5002.582031
	Iteration 60F: 3 clusters Score -2378127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2378129.250000 Penalty: 5002.582031
	Iteration 61Q: 3 clusters Score -2378129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2378133.250000 Penalty: 5002.582031
	Iteration 62Q: 3 clusters Score -2378133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2378140.250000 Penalty: 5002.582031
	Iteration 63Q: 3 clusters Score -2378140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2378138.000000 Penalty: 5002.582031
	Iteration 64Q: 3 clusters Score -2378138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2378135.750000 Penalty: 5002.582031
	Iteration 65Q: 3 clusters Score -2378136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2378138.500000 Penalty: 5002.582031
	Iteration 66Q: 3 clusters Score -2378138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2378138.500000 Penalty: 5002.582031
	Iteration 67Q: 3 clusters Score -2378138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2378143.500000 Penalty: 5002.582031
	Iteration 68Q: 3 clusters Score -2378144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2378143.750000 Penalty: 5002.582031
	Iteration 69Q: 3 clusters Score -2378144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2378145.750000 Penalty: 5002.582031
	Iteration 70Q: 3 clusters Score -2378146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2378147.000000 Penalty: 5002.582031
	Iteration 71Q: 3 clusters Score -2378147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2378148.250000 Penalty: 5002.582031
	Iteration 72Q: 3 clusters Score -2378148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2378154.000000 Penalty: 5002.582031
	Iteration 73Q: 3 clusters Score -2378154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2378149.750000 Penalty: 5002.582031
	Iteration 74Q: 3 clusters Score -2378150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2378149.250000 Penalty: 5002.582031
	Iteration 75Q: 3 clusters Score -2378149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2378149.750000 Penalty: 5002.582031
	Iteration 76Q: 3 clusters Score -2378150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2378150.000000 Penalty: 5002.582031
	Iteration 77Q: 3 clusters Score -2378150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2378148.500000 Penalty: 5002.582031
	Iteration 78Q: 3 clusters Score -2378148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2378148.500000 Penalty: 5002.582031
	Iteration 79F: 3 clusters Score -2378148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Entering Unmasked Estep 
Score: -1681523.375000 Penalty: 2439.105225
	Iteration 0F: 2 clusters Score -1681523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1668470.625000 Penalty: 4878.210449
	Iteration 0F: 3 clusters Score -1668471 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1673269.125000 Penalty: 4878.210449
	Iteration 1F: 3 clusters Score -1673269 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1674370.625000 Penalty: 4878.210449
	Iteration 2F: 3 clusters Score -1674371 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1675770.875000 Penalty: 4878.210449
	Iteration 3F: 3 clusters Score -1675771 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1677187.000000 Penalty: 4878.210449
	Iteration 4F: 3 clusters Score -1677187 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1678309.000000 Penalty: 4878.210449
	Iteration 5F: 3 clusters Score -1678309 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1679133.750000 Penalty: 4878.210449
	Iteration 6F: 3 clusters Score -1679134 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1679815.125000 Penalty: 4878.210449
	Iteration 7Q: 3 clusters Score -1679815 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1680296.000000 Penalty: 4878.210449
	Iteration 8Q: 3 clusters Score -1680296 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1680591.000000 Penalty: 4878.210449
	Iteration 9Q: 3 clusters Score -1680591 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1680757.500000 Penalty: 4878.210449
	Iteration 10Q: 3 clusters Score -1680758 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1680851.125000 Penalty: 4878.210449
	Iteration 11Q: 3 clusters Score -1680851 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1680924.500000 Penalty: 4878.210449
	Iteration 12Q: 3 clusters Score -1680924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1680975.750000 Penalty: 4878.210449
	Iteration 13Q: 3 clusters Score -1680976 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1681011.500000 Penalty: 4878.210449
	Iteration 14Q: 3 clusters Score -1681012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1681036.125000 Penalty: 4878.210449
	Iteration 15Q: 3 clusters Score -1681036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1681064.125000 Penalty: 4878.210449
	Iteration 16Q: 3 clusters Score -1681064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1681070.250000 Penalty: 4878.210449
	Iteration 17Q: 3 clusters Score -1681070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1681083.500000 Penalty: 4878.210449
	Iteration 18Q: 3 clusters Score -1681084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1681095.125000 Penalty: 4878.210449
	Iteration 19Q: 3 clusters Score -1681095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1681094.625000 Penalty: 4878.210449
	Iteration 20F: 3 clusters Score -1681095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1681098.000000 Penalty: 4878.210449
	Iteration 21Q: 3 clusters Score -1681098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1681094.750000 Penalty: 4878.210449
	Iteration 22Q: 3 clusters Score -1681095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1681099.125000 Penalty: 4878.210449
	Iteration 23Q: 3 clusters Score -1681099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1681106.750000 Penalty: 4878.210449
	Iteration 24Q: 3 clusters Score -1681107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1681108.250000 Penalty: 4878.210449
	Iteration 25Q: 3 clusters Score -1681108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1681120.125000 Penalty: 4878.210449
	Iteration 26Q: 3 clusters Score -1681120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1681118.125000 Penalty: 4878.210449
	Iteration 27Q: 3 clusters Score -1681118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1681119.125000 Penalty: 4878.210449
	Iteration 28Q: 3 clusters Score -1681119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1681121.500000 Penalty: 4878.210449
	Iteration 29Q: 3 clusters Score -1681122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1681127.625000 Penalty: 4878.210449
	Iteration 30Q: 3 clusters Score -1681128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1681125.250000 Penalty: 4878.210449
	Iteration 31Q: 3 clusters Score -1681125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1681131.500000 Penalty: 4878.210449
	Iteration 32Q: 3 clusters Score -1681132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1681135.250000 Penalty: 4878.210449
	Iteration 33Q: 3 clusters Score -1681135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1681130.875000 Penalty: 4878.210449
	Iteration 34Q: 3 clusters Score -1681131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1681131.125000 Penalty: 4878.210449
	Iteration 35Q: 3 clusters Score -1681131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1681131.125000 Penalty: 4878.210449
	Iteration 36F: 3 clusters Score -1681131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Entering Unmasked Estep 
Score: -4212314.500000 Penalty: 2643.629883
	Iteration 0F: 2 clusters Score -4212314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4183606.250000 Penalty: 5287.259766
	Iteration 0F: 3 clusters Score -4183606 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4194763.000000 Penalty: 5287.259766
	Iteration 1F: 3 clusters Score -4194763 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -4195514.000000 Penalty: 5287.259766
	Iteration 2Q: 3 clusters Score -4195514 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4196464.000000 Penalty: 5287.259766
	Iteration 3Q: 3 clusters Score -4196464 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4197636.500000 Penalty: 5287.259766
	Iteration 4F: 3 clusters Score -4197636 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4199168.000000 Penalty: 5287.259766
	Iteration 5F: 3 clusters Score -4199168 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4201150.500000 Penalty: 5287.259766
	Iteration 6F: 3 clusters Score -4201150 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4203363.000000 Penalty: 5287.259766
	Iteration 7F: 3 clusters Score -4203363 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4205490.000000 Penalty: 5287.259766
	Iteration 8F: 3 clusters Score -4205490 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4207043.000000 Penalty: 5287.259766
	Iteration 9Q: 3 clusters Score -4207043 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4207879.500000 Penalty: 5287.259766
	Iteration 10Q: 3 clusters Score -4207880 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4208241.500000 Penalty: 5287.259766
	Iteration 11Q: 3 clusters Score -4208242 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4208435.500000 Penalty: 5287.259766
	Iteration 12Q: 3 clusters Score -4208436 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4208523.000000 Penalty: 5287.259766
	Iteration 13Q: 3 clusters Score -4208523 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4208607.000000 Penalty: 5287.259766
	Iteration 14Q: 3 clusters Score -4208607 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4208672.500000 Penalty: 5287.259766
	Iteration 15Q: 3 clusters Score -4208672 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4208733.500000 Penalty: 5287.259766
	Iteration 16Q: 3 clusters Score -4208734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4208816.000000 Penalty: 5287.259766
	Iteration 17Q: 3 clusters Score -4208816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4208854.500000 Penalty: 5287.259766
	Iteration 18Q: 3 clusters Score -4208854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4208898.000000 Penalty: 5287.259766
	Iteration 19Q: 3 clusters Score -4208898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4208948.000000 Penalty: 5287.259766
	Iteration 20F: 3 clusters Score -4208948 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4208979.000000 Penalty: 5287.259766
	Iteration 21Q: 3 clusters Score -4208979 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4208998.000000 Penalty: 5287.259766
	Iteration 22Q: 3 clusters Score -4208998 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4209029.500000 Penalty: 5287.259766
	Iteration 23Q: 3 clusters Score -4209030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -4209057.000000 Penalty: 5287.259766
	Iteration 24Q: 3 clusters Score -4209057 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4209089.500000 Penalty: 5287.259766
	Iteration 25Q: 3 clusters Score -4209090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4209113.000000 Penalty: 5287.259766
	Iteration 26Q: 3 clusters Score -4209113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4209125.500000 Penalty: 5287.259766
	Iteration 27Q: 3 clusters Score -4209126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4209143.500000 Penalty: 5287.259766
	Iteration 28Q: 3 clusters Score -4209144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4209156.500000 Penalty: 5287.259766
	Iteration 29Q: 3 clusters Score -4209156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4209183.500000 Penalty: 5287.259766
	Iteration 30Q: 3 clusters Score -4209184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4209197.500000 Penalty: 5287.259766
	Iteration 31Q: 3 clusters Score -4209198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4209219.500000 Penalty: 5287.259766
	Iteration 32Q: 3 clusters Score -4209220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4209237.500000 Penalty: 5287.259766
	Iteration 33Q: 3 clusters Score -4209238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4209260.000000 Penalty: 5287.259766
	Iteration 34Q: 3 clusters Score -4209260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4209271.000000 Penalty: 5287.259766
	Iteration 35Q: 3 clusters Score -4209271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4209303.000000 Penalty: 5287.259766
	Iteration 36Q: 3 clusters Score -4209303 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4209318.000000 Penalty: 5287.259766
	Iteration 37Q: 3 clusters Score -4209318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4209338.500000 Penalty: 5287.259766
	Iteration 38Q: 3 clusters Score -4209338 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4209379.500000 Penalty: 5287.259766
	Iteration 39Q: 3 clusters Score -4209380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4209381.000000 Penalty: 5287.259766
	Iteration 40F: 3 clusters Score -4209381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4209405.500000 Penalty: 5287.259766
	Iteration 41Q: 3 clusters Score -4209406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4209427.500000 Penalty: 5287.259766
	Iteration 42Q: 3 clusters Score -4209428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4209434.000000 Penalty: 5287.259766
	Iteration 43Q: 3 clusters Score -4209434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -4209458.000000 Penalty: 5287.259766
	Iteration 44Q: 3 clusters Score -4209458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4209476.500000 Penalty: 5287.259766
	Iteration 45Q: 3 clusters Score -4209476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4209493.500000 Penalty: 5287.259766
	Iteration 46Q: 3 clusters Score -4209494 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4209534.000000 Penalty: 5287.259766
	Iteration 47Q: 3 clusters Score -4209534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -4209561.000000 Penalty: 5287.259766
	Iteration 48Q: 3 clusters Score -4209561 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4209588.500000 Penalty: 5287.259766
	Iteration 49Q: 3 clusters Score -4209588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4209609.000000 Penalty: 5287.259766
	Iteration 50Q: 3 clusters Score -4209609 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -4209645.000000 Penalty: 5287.259766
	Iteration 51Q: 3 clusters Score -4209645 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4209675.000000 Penalty: 5287.259766
	Iteration 52Q: 3 clusters Score -4209675 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4209721.000000 Penalty: 5287.259766
	Iteration 53Q: 3 clusters Score -4209721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4209751.500000 Penalty: 5287.259766
	Iteration 54Q: 3 clusters Score -4209752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4209787.500000 Penalty: 5287.259766
	Iteration 55Q: 3 clusters Score -4209788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -4209834.500000 Penalty: 5287.259766
	Iteration 56Q: 3 clusters Score -4209834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -4209869.500000 Penalty: 5287.259766
	Iteration 57Q: 3 clusters Score -4209870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4209895.500000 Penalty: 5287.259766
	Iteration 58Q: 3 clusters Score -4209896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -4209921.500000 Penalty: 5287.259766
	Iteration 59Q: 3 clusters Score -4209922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4209934.500000 Penalty: 5287.259766
	Iteration 60F: 3 clusters Score -4209934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4209987.000000 Penalty: 5287.259766
	Iteration 61Q: 3 clusters Score -4209987 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4210017.500000 Penalty: 5287.259766
	Iteration 62Q: 3 clusters Score -4210018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4210057.000000 Penalty: 5287.259766
	Iteration 63Q: 3 clusters Score -4210057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4210076.000000 Penalty: 5287.259766
	Iteration 64Q: 3 clusters Score -4210076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4210092.000000 Penalty: 5287.259766
	Iteration 65Q: 3 clusters Score -4210092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4210112.500000 Penalty: 5287.259766
	Iteration 66Q: 3 clusters Score -4210112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4210126.500000 Penalty: 5287.259766
	Iteration 67Q: 3 clusters Score -4210126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -4210136.000000 Penalty: 5287.259766
	Iteration 68Q: 3 clusters Score -4210136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4210153.000000 Penalty: 5287.259766
	Iteration 69Q: 3 clusters Score -4210153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -4210151.000000 Penalty: 5287.259766
	Iteration 70Q: 3 clusters Score -4210151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -4210162.500000 Penalty: 5287.259766
	Iteration 71Q: 3 clusters Score -4210162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -4210169.500000 Penalty: 5287.259766
	Iteration 72Q: 3 clusters Score -4210170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -4210168.500000 Penalty: 5287.259766
	Iteration 73Q: 3 clusters Score -4210168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4210184.500000 Penalty: 5287.259766
	Iteration 74Q: 3 clusters Score -4210184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -4210192.000000 Penalty: 5287.259766
	Iteration 75Q: 3 clusters Score -4210192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -4210208.000000 Penalty: 5287.259766
	Iteration 76Q: 3 clusters Score -4210208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -4210224.000000 Penalty: 5287.259766
	Iteration 77Q: 3 clusters Score -4210224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4210237.500000 Penalty: 5287.259766
	Iteration 78Q: 3 clusters Score -4210238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -4210232.500000 Penalty: 5287.259766
	Iteration 79Q: 3 clusters Score -4210232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -4210250.500000 Penalty: 5287.259766
	Iteration 80F: 3 clusters Score -4210250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4210269.000000 Penalty: 5287.259766
	Iteration 81Q: 3 clusters Score -4210269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4210276.000000 Penalty: 5287.259766
	Iteration 82Q: 3 clusters Score -4210276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -4210282.500000 Penalty: 5287.259766
	Iteration 83Q: 3 clusters Score -4210282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4210283.000000 Penalty: 5287.259766
	Iteration 84Q: 3 clusters Score -4210283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -4210289.500000 Penalty: 5287.259766
	Iteration 85Q: 3 clusters Score -4210290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4210287.500000 Penalty: 5287.259766
	Iteration 86Q: 3 clusters Score -4210288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -4210295.000000 Penalty: 5287.259766
	Iteration 87Q: 3 clusters Score -4210295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4210298.500000 Penalty: 5287.259766
	Iteration 88Q: 3 clusters Score -4210298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4210296.500000 Penalty: 5287.259766
	Iteration 89Q: 3 clusters Score -4210296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4210301.000000 Penalty: 5287.259766
	Iteration 90Q: 3 clusters Score -4210301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -4210303.000000 Penalty: 5287.259766
	Iteration 91Q: 3 clusters Score -4210303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4210305.500000 Penalty: 5287.259766
	Iteration 92Q: 3 clusters Score -4210306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4210300.000000 Penalty: 5287.259766
	Iteration 93Q: 3 clusters Score -4210300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4210306.500000 Penalty: 5287.259766
	Iteration 94Q: 3 clusters Score -4210306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4210311.500000 Penalty: 5287.259766
	Iteration 95Q: 3 clusters Score -4210312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -4210310.500000 Penalty: 5287.259766
	Iteration 96Q: 3 clusters Score -4210310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4210316.000000 Penalty: 5287.259766
	Iteration 97Q: 3 clusters Score -4210316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4210308.500000 Penalty: 5287.259766
	Iteration 98Q: 3 clusters Score -4210308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4210308.000000 Penalty: 5287.259766
	Iteration 99Q: 3 clusters Score -4210308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -4210310.500000 Penalty: 5287.259766
	Iteration 100F: 3 clusters Score -4210310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4210313.000000 Penalty: 5287.259766
	Iteration 101Q: 3 clusters Score -4210313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -4210314.000000 Penalty: 5287.259766
	Iteration 102Q: 3 clusters Score -4210314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4210315.500000 Penalty: 5287.259766
	Iteration 103Q: 3 clusters Score -4210316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4210314.000000 Penalty: 5287.259766
	Iteration 104Q: 3 clusters Score -4210314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4210311.000000 Penalty: 5287.259766
	Iteration 105Q: 3 clusters Score -4210311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4210315.500000 Penalty: 5287.259766
	Iteration 106Q: 3 clusters Score -4210316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4210315.500000 Penalty: 5287.259766
	Iteration 107F: 3 clusters Score -4210316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Entering Unmasked Estep 
Score: -2089047.375000 Penalty: 2476.947266
	Iteration 0F: 2 clusters Score -2089047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2073909.875000 Penalty: 4953.894531
	Iteration 0F: 3 clusters Score -2073910 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2079349.500000 Penalty: 4953.894531
	Iteration 1F: 3 clusters Score -2079350 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2080359.625000 Penalty: 4953.894531
	Iteration 2F: 3 clusters Score -2080360 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2081725.000000 Penalty: 4953.894531
	Iteration 3F: 3 clusters Score -2081725 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2083411.250000 Penalty: 4953.894531
	Iteration 4F: 3 clusters Score -2083411 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2085428.250000 Penalty: 4953.894531
	Iteration 5F: 3 clusters Score -2085428 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2087470.125000 Penalty: 4953.894531
	Iteration 6F: 3 clusters Score -2087470 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2089147.250000 Penalty: 4953.894531
	Iteration 7F: 3 clusters Score -2089147 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2090332.000000 Penalty: 4953.894531
	Iteration 8F: 3 clusters Score -2090332 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2091139.375000 Penalty: 4953.894531
	Iteration 9Q: 3 clusters Score -2091139 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2091778.250000 Penalty: 4953.894531
	Iteration 10Q: 3 clusters Score -2091778 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2092300.875000 Penalty: 4953.894531
	Iteration 11Q: 3 clusters Score -2092301 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2092642.750000 Penalty: 4953.894531
	Iteration 12Q: 3 clusters Score -2092643 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2092863.375000 Penalty: 4953.894531
	Iteration 13Q: 3 clusters Score -2092863 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2092992.375000 Penalty: 4953.894531
	Iteration 14Q: 3 clusters Score -2092992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2093049.250000 Penalty: 4953.894531
	Iteration 15Q: 3 clusters Score -2093049 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2093086.875000 Penalty: 4953.894531
	Iteration 16Q: 3 clusters Score -2093087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2093118.625000 Penalty: 4953.894531
	Iteration 17Q: 3 clusters Score -2093119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2093134.750000 Penalty: 4953.894531
	Iteration 18Q: 3 clusters Score -2093135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2093147.250000 Penalty: 4953.894531
	Iteration 19Q: 3 clusters Score -2093147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2093154.875000 Penalty: 4953.894531
	Iteration 20F: 3 clusters Score -2093155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2093169.000000 Penalty: 4953.894531
	Iteration 21Q: 3 clusters Score -2093169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2093169.625000 Penalty: 4953.894531
	Iteration 22Q: 3 clusters Score -2093170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2093173.625000 Penalty: 4953.894531
	Iteration 23Q: 3 clusters Score -2093174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2093173.625000 Penalty: 4953.894531
	Iteration 24Q: 3 clusters Score -2093174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2093179.250000 Penalty: 4953.894531
	Iteration 25Q: 3 clusters Score -2093179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2093174.750000 Penalty: 4953.894531
	Iteration 26Q: 3 clusters Score -2093175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2093174.250000 Penalty: 4953.894531
	Iteration 27Q: 3 clusters Score -2093174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2093176.750000 Penalty: 4953.894531
	Iteration 28Q: 3 clusters Score -2093177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2093176.125000 Penalty: 4953.894531
	Iteration 29Q: 3 clusters Score -2093176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2093173.500000 Penalty: 4953.894531
	Iteration 30Q: 3 clusters Score -2093174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2093175.250000 Penalty: 4953.894531
	Iteration 31Q: 3 clusters Score -2093175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2093170.000000 Penalty: 4953.894531
	Iteration 32Q: 3 clusters Score -2093170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2093175.500000 Penalty: 4953.894531
	Iteration 33Q: 3 clusters Score -2093176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2093175.125000 Penalty: 4953.894531
	Iteration 34Q: 3 clusters Score -2093175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2093174.125000 Penalty: 4953.894531
	Iteration 35Q: 3 clusters Score -2093174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2093174.125000 Penalty: 4953.894531
	Iteration 36F: 3 clusters Score -2093174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 9146 members 
Mstep: Class 8 contains 18476 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Entering Unmasked Estep 
Score: -58785328.000000 Penalty: 79444.796875
Splitting cluster 4 changes total score from -58781504.000000 to -58785328.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -788832.000000 Penalty: 2247.882324
	Iteration 0F: 2 clusters Score -788832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -782109.625000 Penalty: 4495.764648
	Iteration 0F: 3 clusters Score -782109.6 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -784403.250000 Penalty: 4495.764648
	Iteration 1F: 3 clusters Score -784403.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -785174.937500 Penalty: 4495.764648
	Iteration 2F: 3 clusters Score -785174.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -785832.625000 Penalty: 4495.764648
	Iteration 3F: 3 clusters Score -785832.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -786303.937500 Penalty: 4495.764648
	Iteration 4F: 3 clusters Score -786303.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -786632.875000 Penalty: 4495.764648
	Iteration 5F: 3 clusters Score -786632.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -786901.312500 Penalty: 4495.764648
	Iteration 6Q: 3 clusters Score -786901.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -787111.187500 Penalty: 4495.764648
	Iteration 7Q: 3 clusters Score -787111.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -787253.500000 Penalty: 4495.764648
	Iteration 8Q: 3 clusters Score -787253.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -787360.562500 Penalty: 4495.764648
	Iteration 9Q: 3 clusters Score -787360.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -787437.062500 Penalty: 4495.764648
	Iteration 10Q: 3 clusters Score -787437.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -787507.187500 Penalty: 4495.764648
	Iteration 11Q: 3 clusters Score -787507.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -787557.062500 Penalty: 4495.764648
	Iteration 12Q: 3 clusters Score -787557.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -787595.437500 Penalty: 4495.764648
	Iteration 13Q: 3 clusters Score -787595.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -787642.062500 Penalty: 4495.764648
	Iteration 14Q: 3 clusters Score -787642.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -787686.000000 Penalty: 4495.764648
	Iteration 15Q: 3 clusters Score -787686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -787719.375000 Penalty: 4495.764648
	Iteration 16Q: 3 clusters Score -787719.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -787746.687500 Penalty: 4495.764648
	Iteration 17Q: 3 clusters Score -787746.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -787783.812500 Penalty: 4495.764648
	Iteration 18Q: 3 clusters Score -787783.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -787818.250000 Penalty: 4495.764648
	Iteration 19Q: 3 clusters Score -787818.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -787846.312500 Penalty: 4495.764648
	Iteration 20F: 3 clusters Score -787846.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -787884.000000 Penalty: 4495.764648
	Iteration 21Q: 3 clusters Score -787884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -787923.375000 Penalty: 4495.764648
	Iteration 22Q: 3 clusters Score -787923.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -787969.500000 Penalty: 4495.764648
	Iteration 23Q: 3 clusters Score -787969.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -788035.437500 Penalty: 4495.764648
	Iteration 24Q: 3 clusters Score -788035.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -788122.250000 Penalty: 4495.764648
	Iteration 25Q: 3 clusters Score -788122.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -788205.437500 Penalty: 4495.764648
	Iteration 26Q: 3 clusters Score -788205.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -788271.312500 Penalty: 4495.764648
	Iteration 27Q: 3 clusters Score -788271.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -788329.125000 Penalty: 4495.764648
	Iteration 28Q: 3 clusters Score -788329.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -788373.000000 Penalty: 4495.764648
	Iteration 29Q: 3 clusters Score -788373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -788404.250000 Penalty: 4495.764648
	Iteration 30Q: 3 clusters Score -788404.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -788426.687500 Penalty: 4495.764648
	Iteration 31Q: 3 clusters Score -788426.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -788447.625000 Penalty: 4495.764648
	Iteration 32Q: 3 clusters Score -788447.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -788465.375000 Penalty: 4495.764648
	Iteration 33Q: 3 clusters Score -788465.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -788473.625000 Penalty: 4495.764648
	Iteration 34Q: 3 clusters Score -788473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -788478.125000 Penalty: 4495.764648
	Iteration 35Q: 3 clusters Score -788478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -788484.125000 Penalty: 4495.764648
	Iteration 36Q: 3 clusters Score -788484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -788491.312500 Penalty: 4495.764648
	Iteration 37Q: 3 clusters Score -788491.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -788493.937500 Penalty: 4495.764648
	Iteration 38Q: 3 clusters Score -788493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -788498.812500 Penalty: 4495.764648
	Iteration 39Q: 3 clusters Score -788498.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -788502.625000 Penalty: 4495.764648
	Iteration 40F: 3 clusters Score -788502.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -788505.062500 Penalty: 4495.764648
	Iteration 41Q: 3 clusters Score -788505.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -788507.187500 Penalty: 4495.764648
	Iteration 42Q: 3 clusters Score -788507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -788512.812500 Penalty: 4495.764648
	Iteration 43Q: 3 clusters Score -788512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -788514.312500 Penalty: 4495.764648
	Iteration 44Q: 3 clusters Score -788514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -788515.125000 Penalty: 4495.764648
	Iteration 45Q: 3 clusters Score -788515.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -788520.875000 Penalty: 4495.764648
	Iteration 46Q: 3 clusters Score -788520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -788519.937500 Penalty: 4495.764648
	Iteration 47Q: 3 clusters Score -788519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -788519.687500 Penalty: 4495.764648
	Iteration 48Q: 3 clusters Score -788519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -788519.687500 Penalty: 4495.764648
	Iteration 49Q: 3 clusters Score -788519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -788521.875000 Penalty: 4495.764648
	Iteration 50Q: 3 clusters Score -788521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -788521.875000 Penalty: 4495.764648
	Iteration 51Q: 3 clusters Score -788521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -788521.625000 Penalty: 4495.764648
	Iteration 52Q: 3 clusters Score -788521.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -788521.625000 Penalty: 4495.764648
	Iteration 53F: 3 clusters Score -788521.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Entering Unmasked Estep 
Score: -2575220.500000 Penalty: 2527.282959
	Iteration 0F: 2 clusters Score -2575220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2556870.000000 Penalty: 5054.565918
	Iteration 0F: 3 clusters Score -2556870 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2563739.000000 Penalty: 5054.565918
	Iteration 1F: 3 clusters Score -2563739 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2564802.750000 Penalty: 5054.565918
	Iteration 2F: 3 clusters Score -2564803 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2566195.250000 Penalty: 5054.565918
	Iteration 3F: 3 clusters Score -2566195 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2567796.250000 Penalty: 5054.565918
	Iteration 4F: 3 clusters Score -2567796 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2569378.250000 Penalty: 5054.565918
	Iteration 5F: 3 clusters Score -2569378 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2570727.500000 Penalty: 5054.565918
	Iteration 6F: 3 clusters Score -2570728 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2571622.750000 Penalty: 5054.565918
	Iteration 7F: 3 clusters Score -2571623 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2572109.000000 Penalty: 5054.565918
	Iteration 8Q: 3 clusters Score -2572109 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2572398.250000 Penalty: 5054.565918
	Iteration 9Q: 3 clusters Score -2572398 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2572613.750000 Penalty: 5054.565918
	Iteration 10Q: 3 clusters Score -2572614 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2572768.750000 Penalty: 5054.565918
	Iteration 11Q: 3 clusters Score -2572769 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2572912.750000 Penalty: 5054.565918
	Iteration 12Q: 3 clusters Score -2572913 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2573019.250000 Penalty: 5054.565918
	Iteration 13Q: 3 clusters Score -2573019 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2573153.250000 Penalty: 5054.565918
	Iteration 14Q: 3 clusters Score -2573153 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2573275.000000 Penalty: 5054.565918
	Iteration 15Q: 3 clusters Score -2573275 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2573366.500000 Penalty: 5054.565918
	Iteration 16Q: 3 clusters Score -2573366 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2573450.500000 Penalty: 5054.565918
	Iteration 17Q: 3 clusters Score -2573450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2573518.750000 Penalty: 5054.565918
	Iteration 18Q: 3 clusters Score -2573519 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2573553.500000 Penalty: 5054.565918
	Iteration 19Q: 3 clusters Score -2573554 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2573595.250000 Penalty: 5054.565918
	Iteration 20F: 3 clusters Score -2573595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2573637.250000 Penalty: 5054.565918
	Iteration 21Q: 3 clusters Score -2573637 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2573661.500000 Penalty: 5054.565918
	Iteration 22Q: 3 clusters Score -2573662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2573684.750000 Penalty: 5054.565918
	Iteration 23Q: 3 clusters Score -2573685 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2573705.500000 Penalty: 5054.565918
	Iteration 24Q: 3 clusters Score -2573706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2573733.750000 Penalty: 5054.565918
	Iteration 25Q: 3 clusters Score -2573734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2573751.250000 Penalty: 5054.565918
	Iteration 26Q: 3 clusters Score -2573751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2573760.500000 Penalty: 5054.565918
	Iteration 27Q: 3 clusters Score -2573760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2573774.750000 Penalty: 5054.565918
	Iteration 28Q: 3 clusters Score -2573775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2573781.500000 Penalty: 5054.565918
	Iteration 29Q: 3 clusters Score -2573782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2573792.250000 Penalty: 5054.565918
	Iteration 30Q: 3 clusters Score -2573792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2573798.500000 Penalty: 5054.565918
	Iteration 31Q: 3 clusters Score -2573798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2573808.000000 Penalty: 5054.565918
	Iteration 32Q: 3 clusters Score -2573808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2573818.250000 Penalty: 5054.565918
	Iteration 33Q: 3 clusters Score -2573818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2573829.250000 Penalty: 5054.565918
	Iteration 34Q: 3 clusters Score -2573829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2573832.250000 Penalty: 5054.565918
	Iteration 35Q: 3 clusters Score -2573832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2573839.000000 Penalty: 5054.565918
	Iteration 36Q: 3 clusters Score -2573839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2573840.750000 Penalty: 5054.565918
	Iteration 37Q: 3 clusters Score -2573841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2573846.000000 Penalty: 5054.565918
	Iteration 38Q: 3 clusters Score -2573846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2573855.750000 Penalty: 5054.565918
	Iteration 39Q: 3 clusters Score -2573856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2573856.750000 Penalty: 5054.565918
	Iteration 40F: 3 clusters Score -2573857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2573861.250000 Penalty: 5054.565918
	Iteration 41Q: 3 clusters Score -2573861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2573857.750000 Penalty: 5054.565918
	Iteration 42Q: 3 clusters Score -2573858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2573859.750000 Penalty: 5054.565918
	Iteration 43Q: 3 clusters Score -2573860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2573864.250000 Penalty: 5054.565918
	Iteration 44Q: 3 clusters Score -2573864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2573861.000000 Penalty: 5054.565918
	Iteration 45Q: 3 clusters Score -2573861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2573862.250000 Penalty: 5054.565918
	Iteration 46Q: 3 clusters Score -2573862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2573866.000000 Penalty: 5054.565918
	Iteration 47Q: 3 clusters Score -2573866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2573871.250000 Penalty: 5054.565918
	Iteration 48Q: 3 clusters Score -2573871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2573877.750000 Penalty: 5054.565918
	Iteration 49Q: 3 clusters Score -2573878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2573875.500000 Penalty: 5054.565918
	Iteration 50Q: 3 clusters Score -2573876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2573876.500000 Penalty: 5054.565918
	Iteration 51Q: 3 clusters Score -2573876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2573877.750000 Penalty: 5054.565918
	Iteration 52Q: 3 clusters Score -2573878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2573880.750000 Penalty: 5054.565918
	Iteration 53Q: 3 clusters Score -2573881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2573882.250000 Penalty: 5054.565918
	Iteration 54Q: 3 clusters Score -2573882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2573884.750000 Penalty: 5054.565918
	Iteration 55Q: 3 clusters Score -2573885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2573886.750000 Penalty: 5054.565918
	Iteration 56Q: 3 clusters Score -2573887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2573886.000000 Penalty: 5054.565918
	Iteration 57Q: 3 clusters Score -2573886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2573887.250000 Penalty: 5054.565918
	Iteration 58Q: 3 clusters Score -2573887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2573896.000000 Penalty: 5054.565918
	Iteration 59Q: 3 clusters Score -2573896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2573898.000000 Penalty: 5054.565918
	Iteration 60F: 3 clusters Score -2573898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2573898.000000 Penalty: 5054.565918
	Iteration 61Q: 3 clusters Score -2573898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2573894.750000 Penalty: 5054.565918
	Iteration 62Q: 3 clusters Score -2573895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2573895.500000 Penalty: 5054.565918
	Iteration 63Q: 3 clusters Score -2573896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2573901.500000 Penalty: 5054.565918
	Iteration 64Q: 3 clusters Score -2573902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2573897.000000 Penalty: 5054.565918
	Iteration 65Q: 3 clusters Score -2573897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2573896.500000 Penalty: 5054.565918
	Iteration 66Q: 3 clusters Score -2573896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2573892.250000 Penalty: 5054.565918
	Iteration 67Q: 3 clusters Score -2573892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2573893.750000 Penalty: 5054.565918
	Iteration 68Q: 3 clusters Score -2573894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2573899.250000 Penalty: 5054.565918
	Iteration 69Q: 3 clusters Score -2573899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2573899.500000 Penalty: 5054.565918
	Iteration 70Q: 3 clusters Score -2573900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2573896.750000 Penalty: 5054.565918
	Iteration 71Q: 3 clusters Score -2573897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2573897.750000 Penalty: 5054.565918
	Iteration 72Q: 3 clusters Score -2573898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2573899.750000 Penalty: 5054.565918
	Iteration 73Q: 3 clusters Score -2573900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2573901.500000 Penalty: 5054.565918
	Iteration 74Q: 3 clusters Score -2573902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2573897.500000 Penalty: 5054.565918
	Iteration 75Q: 3 clusters Score -2573898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2573899.750000 Penalty: 5054.565918
	Iteration 76Q: 3 clusters Score -2573900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2573904.000000 Penalty: 5054.565918
	Iteration 77Q: 3 clusters Score -2573904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2573905.000000 Penalty: 5054.565918
	Iteration 78Q: 3 clusters Score -2573905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2573906.750000 Penalty: 5054.565918
	Iteration 79Q: 3 clusters Score -2573907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2573911.250000 Penalty: 5054.565918
	Iteration 80F: 3 clusters Score -2573911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2573913.500000 Penalty: 5054.565918
	Iteration 81Q: 3 clusters Score -2573914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2573918.000000 Penalty: 5054.565918
	Iteration 82Q: 3 clusters Score -2573918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2573918.500000 Penalty: 5054.565918
	Iteration 83Q: 3 clusters Score -2573918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2573920.250000 Penalty: 5054.565918
	Iteration 84Q: 3 clusters Score -2573920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2573924.250000 Penalty: 5054.565918
	Iteration 85Q: 3 clusters Score -2573924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2573924.250000 Penalty: 5054.565918
	Iteration 86F: 3 clusters Score -2573924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Entering Unmasked Estep 
Score: -827123.500000 Penalty: 2262.025879
	Iteration 0F: 2 clusters Score -827123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -820047.875000 Penalty: 4524.051758
	Iteration 0F: 3 clusters Score -820047.9 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -822745.500000 Penalty: 4524.051758
	Iteration 1F: 3 clusters Score -822745.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -823987.875000 Penalty: 4524.051758
	Iteration 2F: 3 clusters Score -823987.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -825435.500000 Penalty: 4524.051758
	Iteration 3F: 3 clusters Score -825435.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -826485.500000 Penalty: 4524.051758
	Iteration 4F: 3 clusters Score -826485.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -827115.125000 Penalty: 4524.051758
	Iteration 5F: 3 clusters Score -827115.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -827561.375000 Penalty: 4524.051758
	Iteration 6F: 3 clusters Score -827561.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -827895.125000 Penalty: 4524.051758
	Iteration 7Q: 3 clusters Score -827895.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -828083.250000 Penalty: 4524.051758
	Iteration 8Q: 3 clusters Score -828083.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -828195.375000 Penalty: 4524.051758
	Iteration 9Q: 3 clusters Score -828195.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -828280.687500 Penalty: 4524.051758
	Iteration 10Q: 3 clusters Score -828280.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -828332.187500 Penalty: 4524.051758
	Iteration 11Q: 3 clusters Score -828332.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -828351.625000 Penalty: 4524.051758
	Iteration 12Q: 3 clusters Score -828351.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -828367.375000 Penalty: 4524.051758
	Iteration 13Q: 3 clusters Score -828367.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -828372.125000 Penalty: 4524.051758
	Iteration 14Q: 3 clusters Score -828372.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -828379.750000 Penalty: 4524.051758
	Iteration 15Q: 3 clusters Score -828379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -828384.250000 Penalty: 4524.051758
	Iteration 16Q: 3 clusters Score -828384.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -828390.250000 Penalty: 4524.051758
	Iteration 17Q: 3 clusters Score -828390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -828394.312500 Penalty: 4524.051758
	Iteration 18Q: 3 clusters Score -828394.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -828397.937500 Penalty: 4524.051758
	Iteration 19Q: 3 clusters Score -828397.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -828399.625000 Penalty: 4524.051758
	Iteration 20F: 3 clusters Score -828399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -828402.500000 Penalty: 4524.051758
	Iteration 21Q: 3 clusters Score -828402.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -828407.375000 Penalty: 4524.051758
	Iteration 22Q: 3 clusters Score -828407.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -828410.437500 Penalty: 4524.051758
	Iteration 23Q: 3 clusters Score -828410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -828414.125000 Penalty: 4524.051758
	Iteration 24Q: 3 clusters Score -828414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -828414.250000 Penalty: 4524.051758
	Iteration 25Q: 3 clusters Score -828414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -828412.875000 Penalty: 4524.051758
	Iteration 26Q: 3 clusters Score -828412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -828417.437500 Penalty: 4524.051758
	Iteration 27Q: 3 clusters Score -828417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -828420.000000 Penalty: 4524.051758
	Iteration 28Q: 3 clusters Score -828420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -828423.125000 Penalty: 4524.051758
	Iteration 29Q: 3 clusters Score -828423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -828426.125000 Penalty: 4524.051758
	Iteration 30Q: 3 clusters Score -828426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -828428.187500 Penalty: 4524.051758
	Iteration 31Q: 3 clusters Score -828428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -828430.875000 Penalty: 4524.051758
	Iteration 32Q: 3 clusters Score -828430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -828434.812500 Penalty: 4524.051758
	Iteration 33Q: 3 clusters Score -828434.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -828437.875000 Penalty: 4524.051758
	Iteration 34Q: 3 clusters Score -828437.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -828441.375000 Penalty: 4524.051758
	Iteration 35Q: 3 clusters Score -828441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -828444.750000 Penalty: 4524.051758
	Iteration 36Q: 3 clusters Score -828444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -828445.687500 Penalty: 4524.051758
	Iteration 37Q: 3 clusters Score -828445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -828446.625000 Penalty: 4524.051758
	Iteration 38Q: 3 clusters Score -828446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -828449.000000 Penalty: 4524.051758
	Iteration 39Q: 3 clusters Score -828449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -828448.062500 Penalty: 4524.051758
	Iteration 40F: 3 clusters Score -828448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -828448.937500 Penalty: 4524.051758
	Iteration 41Q: 3 clusters Score -828448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -828448.937500 Penalty: 4524.051758
	Iteration 42F: 3 clusters Score -828448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 18476 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Entering Unmasked Estep 
Score: -58785748.000000 Penalty: 82754.992188
Splitting cluster 7 changes total score from -58781504.000000 to -58785748.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (18476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Entering Unmasked Estep 
Score: -1729207.750000 Penalty: 2436.408691
	Iteration 0F: 2 clusters Score -1729208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1716022.625000 Penalty: 4872.817383
	Iteration 0F: 3 clusters Score -1716023 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1721216.875000 Penalty: 4872.817383
	Iteration 1F: 3 clusters Score -1721217 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1722934.000000 Penalty: 4872.817383
	Iteration 2F: 3 clusters Score -1722934 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1724725.500000 Penalty: 4872.817383
	Iteration 3F: 3 clusters Score -1724726 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1726443.125000 Penalty: 4872.817383
	Iteration 4F: 3 clusters Score -1726443 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1727749.000000 Penalty: 4872.817383
	Iteration 5F: 3 clusters Score -1727749 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1728560.625000 Penalty: 4872.817383
	Iteration 6F: 3 clusters Score -1728561 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1729058.250000 Penalty: 4872.817383
	Iteration 7Q: 3 clusters Score -1729058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1729385.750000 Penalty: 4872.817383
	Iteration 8Q: 3 clusters Score -1729386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1729605.500000 Penalty: 4872.817383
	Iteration 9Q: 3 clusters Score -1729606 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1729691.875000 Penalty: 4872.817383
	Iteration 10Q: 3 clusters Score -1729692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1729738.375000 Penalty: 4872.817383
	Iteration 11Q: 3 clusters Score -1729738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1729762.500000 Penalty: 4872.817383
	Iteration 12Q: 3 clusters Score -1729762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1729771.500000 Penalty: 4872.817383
	Iteration 13Q: 3 clusters Score -1729772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1729785.125000 Penalty: 4872.817383
	Iteration 14Q: 3 clusters Score -1729785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1729792.625000 Penalty: 4872.817383
	Iteration 15Q: 3 clusters Score -1729793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1729795.500000 Penalty: 4872.817383
	Iteration 16Q: 3 clusters Score -1729796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1729801.875000 Penalty: 4872.817383
	Iteration 17Q: 3 clusters Score -1729802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1729799.375000 Penalty: 4872.817383
	Iteration 18Q: 3 clusters Score -1729799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1729802.750000 Penalty: 4872.817383
	Iteration 19Q: 3 clusters Score -1729803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1729802.750000 Penalty: 4872.817383
	Iteration 20F: 3 clusters Score -1729803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1729802.000000 Penalty: 4872.817383
	Iteration 21Q: 3 clusters Score -1729802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1729803.250000 Penalty: 4872.817383
	Iteration 22Q: 3 clusters Score -1729803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1729806.375000 Penalty: 4872.817383
	Iteration 23Q: 3 clusters Score -1729806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1729804.500000 Penalty: 4872.817383
	Iteration 24Q: 3 clusters Score -1729804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1729805.750000 Penalty: 4872.817383
	Iteration 25Q: 3 clusters Score -1729806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1729805.750000 Penalty: 4872.817383
	Iteration 26Q: 3 clusters Score -1729806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1729807.250000 Penalty: 4872.817383
	Iteration 27Q: 3 clusters Score -1729807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1729808.625000 Penalty: 4872.817383
	Iteration 28Q: 3 clusters Score -1729809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1729808.875000 Penalty: 4872.817383
	Iteration 29Q: 3 clusters Score -1729809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1729807.000000 Penalty: 4872.817383
	Iteration 30Q: 3 clusters Score -1729807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1729807.375000 Penalty: 4872.817383
	Iteration 31Q: 3 clusters Score -1729807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1729808.125000 Penalty: 4872.817383
	Iteration 32Q: 3 clusters Score -1729808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1729806.375000 Penalty: 4872.817383
	Iteration 33Q: 3 clusters Score -1729806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1729806.375000 Penalty: 4872.817383
	Iteration 34Q: 3 clusters Score -1729806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1729806.375000 Penalty: 4872.817383
	Iteration 35F: 3 clusters Score -1729806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Entering Unmasked Estep 
Score: -58785308.000000 Penalty: 86065.195312
Splitting cluster 8 changes total score from -58781504.000000 to -58785308.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (12504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Entering Unmasked Estep 
Score: -1241342.125000 Penalty: 2339.583252
	Iteration 0F: 2 clusters Score -1241342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1232072.000000 Penalty: 4679.166504
	Iteration 0F: 3 clusters Score -1232072 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1234869.375000 Penalty: 4679.166504
	Iteration 1F: 3 clusters Score -1234869 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1235278.250000 Penalty: 4679.166504
	Iteration 2F: 3 clusters Score -1235278 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1235626.250000 Penalty: 4679.166504
	Iteration 3F: 3 clusters Score -1235626 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1236016.375000 Penalty: 4679.166504
	Iteration 4F: 3 clusters Score -1236016 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1236457.625000 Penalty: 4679.166504
	Iteration 5F: 3 clusters Score -1236458 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1237011.250000 Penalty: 4679.166504
	Iteration 6F: 3 clusters Score -1237011 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1237731.750000 Penalty: 4679.166504
	Iteration 7F: 3 clusters Score -1237732 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1238619.125000 Penalty: 4679.166504
	Iteration 8F: 3 clusters Score -1238619 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1239673.375000 Penalty: 4679.166504
	Iteration 9F: 3 clusters Score -1239673 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1240434.875000 Penalty: 4679.166504
	Iteration 10Q: 3 clusters Score -1240435 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1240824.250000 Penalty: 4679.166504
	Iteration 11Q: 3 clusters Score -1240824 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1241128.000000 Penalty: 4679.166504
	Iteration 12Q: 3 clusters Score -1241128 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1241448.250000 Penalty: 4679.166504
	Iteration 13Q: 3 clusters Score -1241448 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1241776.875000 Penalty: 4679.166504
	Iteration 14Q: 3 clusters Score -1241777 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1242096.000000 Penalty: 4679.166504
	Iteration 15Q: 3 clusters Score -1242096 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1242427.625000 Penalty: 4679.166504
	Iteration 16Q: 3 clusters Score -1242428 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1242848.750000 Penalty: 4679.166504
	Iteration 17Q: 3 clusters Score -1242849 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1243525.250000 Penalty: 4679.166504
	Iteration 18Q: 3 clusters Score -1243525 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1244494.875000 Penalty: 4679.166504
	Iteration 19Q: 3 clusters Score -1244495 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1245467.250000 Penalty: 4679.166504
	Iteration 20F: 3 clusters Score -1245467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1246205.000000 Penalty: 4679.166504
	Iteration 21Q: 3 clusters Score -1246205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1246548.250000 Penalty: 4679.166504
	Iteration 22Q: 3 clusters Score -1246548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1246601.250000 Penalty: 4679.166504
	Iteration 23Q: 3 clusters Score -1246601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1246609.000000 Penalty: 4679.166504
	Iteration 24Q: 3 clusters Score -1246609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1246610.875000 Penalty: 4679.166504
	Iteration 25Q: 3 clusters Score -1246611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1246610.875000 Penalty: 4679.166504
	Iteration 26F: 3 clusters Score -1246611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Entering Unmasked Estep 
Score: -58789404.000000 Penalty: 89375.398438
Splitting cluster 9 changes total score from -58781504.000000 to -58789404.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (16971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Entering Unmasked Estep 
Score: -1642217.000000 Penalty: 2415.336914
	Iteration 0F: 2 clusters Score -1642217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1630151.875000 Penalty: 4830.673828
	Iteration 0F: 3 clusters Score -1630152 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1634220.375000 Penalty: 4830.673828
	Iteration 1F: 3 clusters Score -1634220 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1634954.500000 Penalty: 4830.673828
	Iteration 2F: 3 clusters Score -1634954 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1635892.750000 Penalty: 4830.673828
	Iteration 3F: 3 clusters Score -1635893 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1636993.625000 Penalty: 4830.673828
	Iteration 4F: 3 clusters Score -1636994 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1638022.000000 Penalty: 4830.673828
	Iteration 5F: 3 clusters Score -1638022 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1638931.750000 Penalty: 4830.673828
	Iteration 6F: 3 clusters Score -1638932 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1639617.625000 Penalty: 4830.673828
	Iteration 7F: 3 clusters Score -1639618 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1640083.750000 Penalty: 4830.673828
	Iteration 8Q: 3 clusters Score -1640084 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1640411.500000 Penalty: 4830.673828
	Iteration 9Q: 3 clusters Score -1640412 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1640703.625000 Penalty: 4830.673828
	Iteration 10Q: 3 clusters Score -1640704 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1640985.375000 Penalty: 4830.673828
	Iteration 11Q: 3 clusters Score -1640985 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1641259.500000 Penalty: 4830.673828
	Iteration 12Q: 3 clusters Score -1641260 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1641575.375000 Penalty: 4830.673828
	Iteration 13Q: 3 clusters Score -1641575 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1641908.000000 Penalty: 4830.673828
	Iteration 14Q: 3 clusters Score -1641908 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1642253.875000 Penalty: 4830.673828
	Iteration 15Q: 3 clusters Score -1642254 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1642623.375000 Penalty: 4830.673828
	Iteration 16Q: 3 clusters Score -1642623 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1642961.875000 Penalty: 4830.673828
	Iteration 17Q: 3 clusters Score -1642962 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1643265.250000 Penalty: 4830.673828
	Iteration 18Q: 3 clusters Score -1643265 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1643521.375000 Penalty: 4830.673828
	Iteration 19Q: 3 clusters Score -1643521 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1643702.375000 Penalty: 4830.673828
	Iteration 20F: 3 clusters Score -1643702 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1643812.000000 Penalty: 4830.673828
	Iteration 21Q: 3 clusters Score -1643812 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1643873.750000 Penalty: 4830.673828
	Iteration 22Q: 3 clusters Score -1643874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1643904.625000 Penalty: 4830.673828
	Iteration 23Q: 3 clusters Score -1643905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1643916.250000 Penalty: 4830.673828
	Iteration 24Q: 3 clusters Score -1643916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1643928.000000 Penalty: 4830.673828
	Iteration 25Q: 3 clusters Score -1643928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1643931.000000 Penalty: 4830.673828
	Iteration 26Q: 3 clusters Score -1643931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1643933.500000 Penalty: 4830.673828
	Iteration 27Q: 3 clusters Score -1643934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1643939.000000 Penalty: 4830.673828
	Iteration 28Q: 3 clusters Score -1643939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1643935.125000 Penalty: 4830.673828
	Iteration 29Q: 3 clusters Score -1643935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1643936.375000 Penalty: 4830.673828
	Iteration 30Q: 3 clusters Score -1643936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1643936.750000 Penalty: 4830.673828
	Iteration 31Q: 3 clusters Score -1643937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1643939.000000 Penalty: 4830.673828
	Iteration 32Q: 3 clusters Score -1643939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1643939.500000 Penalty: 4830.673828
	Iteration 33Q: 3 clusters Score -1643940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1643940.000000 Penalty: 4830.673828
	Iteration 34Q: 3 clusters Score -1643940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1643941.125000 Penalty: 4830.673828
	Iteration 35Q: 3 clusters Score -1643941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1643939.875000 Penalty: 4830.673828
	Iteration 36Q: 3 clusters Score -1643940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1643942.750000 Penalty: 4830.673828
	Iteration 37Q: 3 clusters Score -1643943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1643942.750000 Penalty: 4830.673828
	Iteration 38F: 3 clusters Score -1643943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Entering Unmasked Estep 
Score: -58790180.000000 Penalty: 92685.593750
Splitting cluster 10 changes total score from -58781504.000000 to -58790180.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -705331.375000 Penalty: 2228.576660
	Iteration 0F: 2 clusters Score -705331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -698912.562500 Penalty: 4457.153320
	Iteration 0F: 3 clusters Score -698912.6 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -701022.875000 Penalty: 4457.153320
	Iteration 1F: 3 clusters Score -701022.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -701556.437500 Penalty: 4457.153320
	Iteration 2F: 3 clusters Score -701556.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -702028.562500 Penalty: 4457.153320
	Iteration 3F: 3 clusters Score -702028.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -702563.000000 Penalty: 4457.153320
	Iteration 4F: 3 clusters Score -702563 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -703184.062500 Penalty: 4457.153320
	Iteration 5F: 3 clusters Score -703184.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -703743.750000 Penalty: 4457.153320
	Iteration 6F: 3 clusters Score -703743.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -704274.625000 Penalty: 4457.153320
	Iteration 7F: 3 clusters Score -704274.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -704752.375000 Penalty: 4457.153320
	Iteration 8F: 3 clusters Score -704752.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -705128.250000 Penalty: 4457.153320
	Iteration 9Q: 3 clusters Score -705128.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -705411.312500 Penalty: 4457.153320
	Iteration 10Q: 3 clusters Score -705411.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -705667.812500 Penalty: 4457.153320
	Iteration 11Q: 3 clusters Score -705667.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -705864.937500 Penalty: 4457.153320
	Iteration 12Q: 3 clusters Score -705864.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -705978.312500 Penalty: 4457.153320
	Iteration 13Q: 3 clusters Score -705978.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -706066.562500 Penalty: 4457.153320
	Iteration 14Q: 3 clusters Score -706066.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -706131.250000 Penalty: 4457.153320
	Iteration 15Q: 3 clusters Score -706131.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -706176.875000 Penalty: 4457.153320
	Iteration 16Q: 3 clusters Score -706176.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -706215.812500 Penalty: 4457.153320
	Iteration 17Q: 3 clusters Score -706215.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -706264.875000 Penalty: 4457.153320
	Iteration 18Q: 3 clusters Score -706264.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -706295.750000 Penalty: 4457.153320
	Iteration 19Q: 3 clusters Score -706295.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -706317.562500 Penalty: 4457.153320
	Iteration 20F: 3 clusters Score -706317.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -706341.312500 Penalty: 4457.153320
	Iteration 21Q: 3 clusters Score -706341.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -706363.750000 Penalty: 4457.153320
	Iteration 22Q: 3 clusters Score -706363.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -706395.187500 Penalty: 4457.153320
	Iteration 23Q: 3 clusters Score -706395.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -706416.687500 Penalty: 4457.153320
	Iteration 24Q: 3 clusters Score -706416.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -706438.625000 Penalty: 4457.153320
	Iteration 25Q: 3 clusters Score -706438.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -706462.875000 Penalty: 4457.153320
	Iteration 26Q: 3 clusters Score -706462.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -706486.562500 Penalty: 4457.153320
	Iteration 27Q: 3 clusters Score -706486.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -706501.312500 Penalty: 4457.153320
	Iteration 28Q: 3 clusters Score -706501.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -706515.750000 Penalty: 4457.153320
	Iteration 29Q: 3 clusters Score -706515.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -706521.562500 Penalty: 4457.153320
	Iteration 30Q: 3 clusters Score -706521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -706526.812500 Penalty: 4457.153320
	Iteration 31Q: 3 clusters Score -706526.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -706538.500000 Penalty: 4457.153320
	Iteration 32Q: 3 clusters Score -706538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -706545.312500 Penalty: 4457.153320
	Iteration 33Q: 3 clusters Score -706545.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -706551.937500 Penalty: 4457.153320
	Iteration 34Q: 3 clusters Score -706551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -706555.437500 Penalty: 4457.153320
	Iteration 35Q: 3 clusters Score -706555.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -706558.312500 Penalty: 4457.153320
	Iteration 36Q: 3 clusters Score -706558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -706564.625000 Penalty: 4457.153320
	Iteration 37Q: 3 clusters Score -706564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -706569.312500 Penalty: 4457.153320
	Iteration 38Q: 3 clusters Score -706569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -706576.625000 Penalty: 4457.153320
	Iteration 39Q: 3 clusters Score -706576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -706583.250000 Penalty: 4457.153320
	Iteration 40F: 3 clusters Score -706583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -706589.125000 Penalty: 4457.153320
	Iteration 41Q: 3 clusters Score -706589.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -706594.375000 Penalty: 4457.153320
	Iteration 42Q: 3 clusters Score -706594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -706599.312500 Penalty: 4457.153320
	Iteration 43Q: 3 clusters Score -706599.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -706601.937500 Penalty: 4457.153320
	Iteration 44Q: 3 clusters Score -706601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -706604.312500 Penalty: 4457.153320
	Iteration 45Q: 3 clusters Score -706604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -706605.000000 Penalty: 4457.153320
	Iteration 46Q: 3 clusters Score -706605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -706606.937500 Penalty: 4457.153320
	Iteration 47Q: 3 clusters Score -706606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -706607.000000 Penalty: 4457.153320
	Iteration 48Q: 3 clusters Score -706607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -706608.000000 Penalty: 4457.153320
	Iteration 49Q: 3 clusters Score -706608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -706610.187500 Penalty: 4457.153320
	Iteration 50Q: 3 clusters Score -706610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -706611.250000 Penalty: 4457.153320
	Iteration 51Q: 3 clusters Score -706611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -706612.562500 Penalty: 4457.153320
	Iteration 52Q: 3 clusters Score -706612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -706613.937500 Penalty: 4457.153320
	Iteration 53Q: 3 clusters Score -706613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -706620.750000 Penalty: 4457.153320
	Iteration 54Q: 3 clusters Score -706620.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -706625.750000 Penalty: 4457.153320
	Iteration 55Q: 3 clusters Score -706625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -706628.562500 Penalty: 4457.153320
	Iteration 56Q: 3 clusters Score -706628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -706629.875000 Penalty: 4457.153320
	Iteration 57Q: 3 clusters Score -706629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -706630.375000 Penalty: 4457.153320
	Iteration 58Q: 3 clusters Score -706630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -706634.187500 Penalty: 4457.153320
	Iteration 59Q: 3 clusters Score -706634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -706635.937500 Penalty: 4457.153320
	Iteration 60F: 3 clusters Score -706635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -706638.062500 Penalty: 4457.153320
	Iteration 61Q: 3 clusters Score -706638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -706643.937500 Penalty: 4457.153320
	Iteration 62Q: 3 clusters Score -706643.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -706647.937500 Penalty: 4457.153320
	Iteration 63Q: 3 clusters Score -706647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -706651.687500 Penalty: 4457.153320
	Iteration 64Q: 3 clusters Score -706651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -706655.187500 Penalty: 4457.153320
	Iteration 65Q: 3 clusters Score -706655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -706665.000000 Penalty: 4457.153320
	Iteration 66Q: 3 clusters Score -706665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -706670.687500 Penalty: 4457.153320
	Iteration 67Q: 3 clusters Score -706670.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -706678.375000 Penalty: 4457.153320
	Iteration 68Q: 3 clusters Score -706678.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -706687.625000 Penalty: 4457.153320
	Iteration 69Q: 3 clusters Score -706687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -706695.312500 Penalty: 4457.153320
	Iteration 70Q: 3 clusters Score -706695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -706702.000000 Penalty: 4457.153320
	Iteration 71Q: 3 clusters Score -706702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -706706.250000 Penalty: 4457.153320
	Iteration 72Q: 3 clusters Score -706706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -706708.875000 Penalty: 4457.153320
	Iteration 73Q: 3 clusters Score -706708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -706711.375000 Penalty: 4457.153320
	Iteration 74Q: 3 clusters Score -706711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -706711.937500 Penalty: 4457.153320
	Iteration 75Q: 3 clusters Score -706711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -706712.062500 Penalty: 4457.153320
	Iteration 76Q: 3 clusters Score -706712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -706712.125000 Penalty: 4457.153320
	Iteration 77Q: 3 clusters Score -706712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -706712.250000 Penalty: 4457.153320
	Iteration 78Q: 3 clusters Score -706712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -706715.250000 Penalty: 4457.153320
	Iteration 79Q: 3 clusters Score -706715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -706718.687500 Penalty: 4457.153320
	Iteration 80F: 3 clusters Score -706718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -706718.375000 Penalty: 4457.153320
	Iteration 81Q: 3 clusters Score -706718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -706721.937500 Penalty: 4457.153320
	Iteration 82Q: 3 clusters Score -706721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -706729.312500 Penalty: 4457.153320
	Iteration 83Q: 3 clusters Score -706729.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -706737.187500 Penalty: 4457.153320
	Iteration 84Q: 3 clusters Score -706737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -706743.125000 Penalty: 4457.153320
	Iteration 85Q: 3 clusters Score -706743.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -706757.000000 Penalty: 4457.153320
	Iteration 86Q: 3 clusters Score -706757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -706775.312500 Penalty: 4457.153320
	Iteration 87Q: 3 clusters Score -706775.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -706796.625000 Penalty: 4457.153320
	Iteration 88Q: 3 clusters Score -706796.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -706822.750000 Penalty: 4457.153320
	Iteration 89Q: 3 clusters Score -706822.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -706849.187500 Penalty: 4457.153320
	Iteration 90Q: 3 clusters Score -706849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -706865.500000 Penalty: 4457.153320
	Iteration 91Q: 3 clusters Score -706865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -706874.500000 Penalty: 4457.153320
	Iteration 92Q: 3 clusters Score -706874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -706875.250000 Penalty: 4457.153320
	Iteration 93Q: 3 clusters Score -706875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -706878.875000 Penalty: 4457.153320
	Iteration 94Q: 3 clusters Score -706878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -706878.875000 Penalty: 4457.153320
	Iteration 95F: 3 clusters Score -706878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Entering Unmasked Estep 
Score: -58790592.000000 Penalty: 95995.796875
Splitting cluster 11 changes total score from -58781504.000000 to -58790592.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -382542.812500 Penalty: 2106.797852
	Iteration 0F: 2 clusters Score -382542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -378196.000000 Penalty: 4213.595703
	Iteration 0F: 3 clusters Score -378196 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -380030.093750 Penalty: 4213.595703
	Iteration 1F: 3 clusters Score -380030.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -380973.718750 Penalty: 4213.595703
	Iteration 2F: 3 clusters Score -380973.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -381895.562500 Penalty: 4213.595703
	Iteration 3F: 3 clusters Score -381895.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -382709.562500 Penalty: 4213.595703
	Iteration 4F: 3 clusters Score -382709.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -383178.718750 Penalty: 4213.595703
	Iteration 5F: 3 clusters Score -383178.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -383430.468750 Penalty: 4213.595703
	Iteration 6Q: 3 clusters Score -383430.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -383622.843750 Penalty: 4213.595703
	Iteration 7Q: 3 clusters Score -383622.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -383762.187500 Penalty: 4213.595703
	Iteration 8Q: 3 clusters Score -383762.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -383889.218750 Penalty: 4213.595703
	Iteration 9Q: 3 clusters Score -383889.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -383972.062500 Penalty: 4213.595703
	Iteration 10Q: 3 clusters Score -383972.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -384024.906250 Penalty: 4213.595703
	Iteration 11Q: 3 clusters Score -384024.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -384065.156250 Penalty: 4213.595703
	Iteration 12Q: 3 clusters Score -384065.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -384088.968750 Penalty: 4213.595703
	Iteration 13Q: 3 clusters Score -384089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -384107.875000 Penalty: 4213.595703
	Iteration 14Q: 3 clusters Score -384107.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384120.406250 Penalty: 4213.595703
	Iteration 15Q: 3 clusters Score -384120.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -384129.250000 Penalty: 4213.595703
	Iteration 16Q: 3 clusters Score -384129.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -384136.437500 Penalty: 4213.595703
	Iteration 17Q: 3 clusters Score -384136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -384140.218750 Penalty: 4213.595703
	Iteration 18Q: 3 clusters Score -384140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -384142.406250 Penalty: 4213.595703
	Iteration 19Q: 3 clusters Score -384142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -384148.031250 Penalty: 4213.595703
	Iteration 20F: 3 clusters Score -384148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -384154.125000 Penalty: 4213.595703
	Iteration 21Q: 3 clusters Score -384154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -384160.906250 Penalty: 4213.595703
	Iteration 22Q: 3 clusters Score -384160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -384170.156250 Penalty: 4213.595703
	Iteration 23Q: 3 clusters Score -384170.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -384182.312500 Penalty: 4213.595703
	Iteration 24Q: 3 clusters Score -384182.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -384193.281250 Penalty: 4213.595703
	Iteration 25Q: 3 clusters Score -384193.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -384201.187500 Penalty: 4213.595703
	Iteration 26Q: 3 clusters Score -384201.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -384213.625000 Penalty: 4213.595703
	Iteration 27Q: 3 clusters Score -384213.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -384225.843750 Penalty: 4213.595703
	Iteration 28Q: 3 clusters Score -384225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -384236.281250 Penalty: 4213.595703
	Iteration 29Q: 3 clusters Score -384236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -384245.593750 Penalty: 4213.595703
	Iteration 30Q: 3 clusters Score -384245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -384251.687500 Penalty: 4213.595703
	Iteration 31Q: 3 clusters Score -384251.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -384255.812500 Penalty: 4213.595703
	Iteration 32Q: 3 clusters Score -384255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -384260.312500 Penalty: 4213.595703
	Iteration 33Q: 3 clusters Score -384260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -384267.312500 Penalty: 4213.595703
	Iteration 34Q: 3 clusters Score -384267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -384271.687500 Penalty: 4213.595703
	Iteration 35Q: 3 clusters Score -384271.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -384275.312500 Penalty: 4213.595703
	Iteration 36Q: 3 clusters Score -384275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -384277.093750 Penalty: 4213.595703
	Iteration 37Q: 3 clusters Score -384277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -384278.687500 Penalty: 4213.595703
	Iteration 38Q: 3 clusters Score -384278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -384280.968750 Penalty: 4213.595703
	Iteration 39Q: 3 clusters Score -384281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -384285.093750 Penalty: 4213.595703
	Iteration 40F: 3 clusters Score -384285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -384287.125000 Penalty: 4213.595703
	Iteration 41Q: 3 clusters Score -384287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -384290.406250 Penalty: 4213.595703
	Iteration 42Q: 3 clusters Score -384290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384290.562500 Penalty: 4213.595703
	Iteration 43Q: 3 clusters Score -384290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384290.562500 Penalty: 4213.595703
	Iteration 44Q: 3 clusters Score -384290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -384290.562500 Penalty: 4213.595703
	Iteration 45F: 3 clusters Score -384290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 16284 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Entering Unmasked Estep 
Score: -58791068.000000 Penalty: 99305.992188
Splitting cluster 12 changes total score from -58781504.000000 to -58791068.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (16284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Entering Unmasked Estep 
Score: -1604217.250000 Penalty: 2405.088623
	Iteration 0F: 2 clusters Score -1604217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1592513.875000 Penalty: 4810.177246
	Iteration 0F: 3 clusters Score -1592514 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1596679.625000 Penalty: 4810.177246
	Iteration 1F: 3 clusters Score -1596680 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1598153.000000 Penalty: 4810.177246
	Iteration 2F: 3 clusters Score -1598153 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1600747.250000 Penalty: 4810.177246
	Iteration 3F: 3 clusters Score -1600747 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1602841.625000 Penalty: 4810.177246
	Iteration 4F: 3 clusters Score -1602842 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1604091.250000 Penalty: 4810.177246
	Iteration 5F: 3 clusters Score -1604091 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1605003.500000 Penalty: 4810.177246
	Iteration 6F: 3 clusters Score -1605004 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1605812.750000 Penalty: 4810.177246
	Iteration 7Q: 3 clusters Score -1605813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1606533.250000 Penalty: 4810.177246
	Iteration 8Q: 3 clusters Score -1606533 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1607359.625000 Penalty: 4810.177246
	Iteration 9Q: 3 clusters Score -1607360 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1608864.250000 Penalty: 4810.177246
	Iteration 10Q: 3 clusters Score -1608864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1610067.875000 Penalty: 4810.177246
	Iteration 11Q: 3 clusters Score -1610068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1610205.250000 Penalty: 4810.177246
	Iteration 12Q: 3 clusters Score -1610205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1610217.000000 Penalty: 4810.177246
	Iteration 13Q: 3 clusters Score -1610217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1610218.375000 Penalty: 4810.177246
	Iteration 14Q: 3 clusters Score -1610218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1610220.625000 Penalty: 4810.177246
	Iteration 15Q: 3 clusters Score -1610221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1610220.625000 Penalty: 4810.177246
	Iteration 16F: 3 clusters Score -1610221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 15985 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Entering Unmasked Estep 
Score: -58796124.000000 Penalty: 102616.195312
Splitting cluster 13 changes total score from -58781504.000000 to -58796124.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (15985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Entering Unmasked Estep 
Score: -1466646.000000 Penalty: 2400.492676
	Iteration 0F: 2 clusters Score -1466646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1455079.500000 Penalty: 4800.985352
	Iteration 0F: 3 clusters Score -1455080 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1459330.000000 Penalty: 4800.985352
	Iteration 1F: 3 clusters Score -1459330 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1460395.750000 Penalty: 4800.985352
	Iteration 2F: 3 clusters Score -1460396 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1461624.250000 Penalty: 4800.985352
	Iteration 3F: 3 clusters Score -1461624 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1462694.125000 Penalty: 4800.985352
	Iteration 4F: 3 clusters Score -1462694 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1463446.625000 Penalty: 4800.985352
	Iteration 5F: 3 clusters Score -1463447 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1463944.125000 Penalty: 4800.985352
	Iteration 6F: 3 clusters Score -1463944 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1464316.375000 Penalty: 4800.985352
	Iteration 7Q: 3 clusters Score -1464316 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1464592.000000 Penalty: 4800.985352
	Iteration 8Q: 3 clusters Score -1464592 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1464827.500000 Penalty: 4800.985352
	Iteration 9Q: 3 clusters Score -1464828 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1465013.875000 Penalty: 4800.985352
	Iteration 10Q: 3 clusters Score -1465014 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1465167.875000 Penalty: 4800.985352
	Iteration 11Q: 3 clusters Score -1465168 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1465314.500000 Penalty: 4800.985352
	Iteration 12Q: 3 clusters Score -1465314 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1465426.875000 Penalty: 4800.985352
	Iteration 13Q: 3 clusters Score -1465427 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1465537.500000 Penalty: 4800.985352
	Iteration 14Q: 3 clusters Score -1465538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1465665.250000 Penalty: 4800.985352
	Iteration 15Q: 3 clusters Score -1465665 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1465795.750000 Penalty: 4800.985352
	Iteration 16Q: 3 clusters Score -1465796 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1465923.500000 Penalty: 4800.985352
	Iteration 17Q: 3 clusters Score -1465924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1466036.375000 Penalty: 4800.985352
	Iteration 18Q: 3 clusters Score -1466036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1466152.125000 Penalty: 4800.985352
	Iteration 19Q: 3 clusters Score -1466152 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1466256.375000 Penalty: 4800.985352
	Iteration 20F: 3 clusters Score -1466256 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1466373.250000 Penalty: 4800.985352
	Iteration 21Q: 3 clusters Score -1466373 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1466496.125000 Penalty: 4800.985352
	Iteration 22Q: 3 clusters Score -1466496 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1466597.000000 Penalty: 4800.985352
	Iteration 23Q: 3 clusters Score -1466597 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1466680.000000 Penalty: 4800.985352
	Iteration 24Q: 3 clusters Score -1466680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1466762.250000 Penalty: 4800.985352
	Iteration 25Q: 3 clusters Score -1466762 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1466831.500000 Penalty: 4800.985352
	Iteration 26Q: 3 clusters Score -1466832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1466877.250000 Penalty: 4800.985352
	Iteration 27Q: 3 clusters Score -1466877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1466902.625000 Penalty: 4800.985352
	Iteration 28Q: 3 clusters Score -1466903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1466917.000000 Penalty: 4800.985352
	Iteration 29Q: 3 clusters Score -1466917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1466928.500000 Penalty: 4800.985352
	Iteration 30Q: 3 clusters Score -1466928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1466930.000000 Penalty: 4800.985352
	Iteration 31Q: 3 clusters Score -1466930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1466939.625000 Penalty: 4800.985352
	Iteration 32Q: 3 clusters Score -1466940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1466940.375000 Penalty: 4800.985352
	Iteration 33Q: 3 clusters Score -1466940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1466940.625000 Penalty: 4800.985352
	Iteration 34Q: 3 clusters Score -1466941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1466945.750000 Penalty: 4800.985352
	Iteration 35Q: 3 clusters Score -1466946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1466942.000000 Penalty: 4800.985352
	Iteration 36Q: 3 clusters Score -1466942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1466942.000000 Penalty: 4800.985352
	Iteration 37Q: 3 clusters Score -1466942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1466944.625000 Penalty: 4800.985352
	Iteration 38Q: 3 clusters Score -1466945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1466950.875000 Penalty: 4800.985352
	Iteration 39Q: 3 clusters Score -1466951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1466954.875000 Penalty: 4800.985352
	Iteration 40F: 3 clusters Score -1466955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1466955.625000 Penalty: 4800.985352
	Iteration 41Q: 3 clusters Score -1466956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1466955.625000 Penalty: 4800.985352
	Iteration 42Q: 3 clusters Score -1466956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1466956.125000 Penalty: 4800.985352
	Iteration 43Q: 3 clusters Score -1466956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1466963.250000 Penalty: 4800.985352
	Iteration 44Q: 3 clusters Score -1466963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1466966.250000 Penalty: 4800.985352
	Iteration 45Q: 3 clusters Score -1466966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1466971.125000 Penalty: 4800.985352
	Iteration 46Q: 3 clusters Score -1466971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1466973.000000 Penalty: 4800.985352
	Iteration 47Q: 3 clusters Score -1466973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1466981.250000 Penalty: 4800.985352
	Iteration 48Q: 3 clusters Score -1466981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1466980.750000 Penalty: 4800.985352
	Iteration 49Q: 3 clusters Score -1466981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1466985.875000 Penalty: 4800.985352
	Iteration 50Q: 3 clusters Score -1466986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1466984.625000 Penalty: 4800.985352
	Iteration 51Q: 3 clusters Score -1466985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1466987.750000 Penalty: 4800.985352
	Iteration 52Q: 3 clusters Score -1466988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1466986.500000 Penalty: 4800.985352
	Iteration 53Q: 3 clusters Score -1466986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1466986.875000 Penalty: 4800.985352
	Iteration 54Q: 3 clusters Score -1466987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1466986.875000 Penalty: 4800.985352
	Iteration 55Q: 3 clusters Score -1466987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1466986.875000 Penalty: 4800.985352
	Iteration 56F: 3 clusters Score -1466987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Entering Unmasked Estep 
Score: -58795528.000000 Penalty: 105926.390625
Splitting cluster 14 changes total score from -58781504.000000 to -58795528.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (91417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Entering Unmasked Estep 
Score: -9090927.000000 Penalty: 2832.950195
	Iteration 0F: 2 clusters Score -9090927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -9029742.000000 Penalty: 5665.900391
	Iteration 0F: 3 clusters Score -9029742 nChanged 43158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -9054466.000000 Penalty: 5665.900391
	Iteration 1F: 3 clusters Score -9054466 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -9055596.000000 Penalty: 5665.900391
	Iteration 2Q: 3 clusters Score -9055596 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -9057062.000000 Penalty: 5665.900391
	Iteration 3Q: 3 clusters Score -9057062 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -9058784.000000 Penalty: 5665.900391
	Iteration 4Q: 3 clusters Score -9058784 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -9060707.000000 Penalty: 5665.900391
	Iteration 5Q: 3 clusters Score -9060707 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -9063233.000000 Penalty: 5665.900391
	Iteration 6F: 3 clusters Score -9063233 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -9066277.000000 Penalty: 5665.900391
	Iteration 7F: 3 clusters Score -9066277 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -9069540.000000 Penalty: 5665.900391
	Iteration 8F: 3 clusters Score -9069540 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -9073052.000000 Penalty: 5665.900391
	Iteration 9F: 3 clusters Score -9073052 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -9076187.000000 Penalty: 5665.900391
	Iteration 10F: 3 clusters Score -9076187 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -9078868.000000 Penalty: 5665.900391
	Iteration 11Q: 3 clusters Score -9078868 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -9080876.000000 Penalty: 5665.900391
	Iteration 12Q: 3 clusters Score -9080876 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -9082775.000000 Penalty: 5665.900391
	Iteration 13Q: 3 clusters Score -9082775 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -9084853.000000 Penalty: 5665.900391
	Iteration 14Q: 3 clusters Score -9084853 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -9087597.000000 Penalty: 5665.900391
	Iteration 15Q: 3 clusters Score -9087597 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -9091776.000000 Penalty: 5665.900391
	Iteration 16Q: 3 clusters Score -9091776 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -9098729.000000 Penalty: 5665.900391
	Iteration 17Q: 3 clusters Score -9098729 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -9106235.000000 Penalty: 5665.900391
	Iteration 18Q: 3 clusters Score -9106235 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -9108972.000000 Penalty: 5665.900391
	Iteration 19Q: 3 clusters Score -9108972 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -9110035.000000 Penalty: 5665.900391
	Iteration 20F: 3 clusters Score -9110035 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -9110642.000000 Penalty: 5665.900391
	Iteration 21Q: 3 clusters Score -9110642 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9111145.000000 Penalty: 5665.900391
	Iteration 22Q: 3 clusters Score -9111145 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -9111493.000000 Penalty: 5665.900391
	Iteration 23Q: 3 clusters Score -9111493 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -9111668.000000 Penalty: 5665.900391
	Iteration 24Q: 3 clusters Score -9111668 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -9111785.000000 Penalty: 5665.900391
	Iteration 25Q: 3 clusters Score -9111785 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -9111815.000000 Penalty: 5665.900391
	Iteration 26Q: 3 clusters Score -9111815 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -9111873.000000 Penalty: 5665.900391
	Iteration 27Q: 3 clusters Score -9111873 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -9111883.000000 Penalty: 5665.900391
	Iteration 28Q: 3 clusters Score -9111883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -9111894.000000 Penalty: 5665.900391
	Iteration 29Q: 3 clusters Score -9111894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -9111886.000000 Penalty: 5665.900391
	Iteration 30Q: 3 clusters Score -9111886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -9111877.000000 Penalty: 5665.900391
	Iteration 31Q: 3 clusters Score -9111877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -9111902.000000 Penalty: 5665.900391
	Iteration 32Q: 3 clusters Score -9111902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -9111904.000000 Penalty: 5665.900391
	Iteration 33Q: 3 clusters Score -9111904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -9111910.000000 Penalty: 5665.900391
	Iteration 34Q: 3 clusters Score -9111910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -9111900.000000 Penalty: 5665.900391
	Iteration 35Q: 3 clusters Score -9111900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -9111900.000000 Penalty: 5665.900391
	Iteration 36Q: 3 clusters Score -9111900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -9111909.000000 Penalty: 5665.900391
	Iteration 37Q: 3 clusters Score -9111909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -9111910.000000 Penalty: 5665.900391
	Iteration 38Q: 3 clusters Score -9111910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -9111910.000000 Penalty: 5665.900391
	Iteration 39F: 3 clusters Score -9111910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 11228 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Entering Unmasked Estep 
Score: -58815656.000000 Penalty: 109236.593750
Splitting cluster 15 changes total score from -58781504.000000 to -58815656.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (56908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Entering Unmasked Estep 
Score: -5723062.500000 Penalty: 2715.399414
	Iteration 0F: 2 clusters Score -5723062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5684927.000000 Penalty: 5430.798828
	Iteration 0F: 3 clusters Score -5684927 nChanged 26467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -5699826.500000 Penalty: 5430.798828
	Iteration 1F: 3 clusters Score -5699826 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -5701277.000000 Penalty: 5430.798828
	Iteration 2F: 3 clusters Score -5701277 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5703884.000000 Penalty: 5430.798828
	Iteration 3F: 3 clusters Score -5703884 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5708190.000000 Penalty: 5430.798828
	Iteration 4F: 3 clusters Score -5708190 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5712835.500000 Penalty: 5430.798828
	Iteration 5F: 3 clusters Score -5712836 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -5716328.500000 Penalty: 5430.798828
	Iteration 6F: 3 clusters Score -5716328 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -5718313.500000 Penalty: 5430.798828
	Iteration 7Q: 3 clusters Score -5718314 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5719456.000000 Penalty: 5430.798828
	Iteration 8Q: 3 clusters Score -5719456 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -5720104.500000 Penalty: 5430.798828
	Iteration 9Q: 3 clusters Score -5720104 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5720459.500000 Penalty: 5430.798828
	Iteration 10Q: 3 clusters Score -5720460 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5720709.000000 Penalty: 5430.798828
	Iteration 11Q: 3 clusters Score -5720709 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -5720883.500000 Penalty: 5430.798828
	Iteration 12Q: 3 clusters Score -5720884 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -5721056.500000 Penalty: 5430.798828
	Iteration 13Q: 3 clusters Score -5721056 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -5721291.500000 Penalty: 5430.798828
	Iteration 14Q: 3 clusters Score -5721292 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -5721524.500000 Penalty: 5430.798828
	Iteration 15Q: 3 clusters Score -5721524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -5721686.000000 Penalty: 5430.798828
	Iteration 16Q: 3 clusters Score -5721686 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -5721769.000000 Penalty: 5430.798828
	Iteration 17Q: 3 clusters Score -5721769 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -5721773.000000 Penalty: 5430.798828
	Iteration 18Q: 3 clusters Score -5721773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -5721798.500000 Penalty: 5430.798828
	Iteration 19Q: 3 clusters Score -5721798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5721796.000000 Penalty: 5430.798828
	Iteration 20F: 3 clusters Score -5721796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -5721804.000000 Penalty: 5430.798828
	Iteration 21Q: 3 clusters Score -5721804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -5721795.500000 Penalty: 5430.798828
	Iteration 22Q: 3 clusters Score -5721796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -5721795.000000 Penalty: 5430.798828
	Iteration 23Q: 3 clusters Score -5721795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -5721790.500000 Penalty: 5430.798828
	Iteration 24Q: 3 clusters Score -5721790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -5721790.500000 Penalty: 5430.798828
	Iteration 25F: 3 clusters Score -5721790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Entering Unmasked Estep 
Score: -1069367.875000 Penalty: 2312.889160
	Iteration 0F: 2 clusters Score -1069368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1060990.875000 Penalty: 4625.778320
	Iteration 0F: 3 clusters Score -1060991 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1063857.125000 Penalty: 4625.778320
	Iteration 1F: 3 clusters Score -1063857 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1065040.625000 Penalty: 4625.778320
	Iteration 2F: 3 clusters Score -1065041 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1066323.500000 Penalty: 4625.778320
	Iteration 3F: 3 clusters Score -1066324 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1067213.500000 Penalty: 4625.778320
	Iteration 4F: 3 clusters Score -1067214 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1067779.000000 Penalty: 4625.778320
	Iteration 5F: 3 clusters Score -1067779 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1068187.375000 Penalty: 4625.778320
	Iteration 6F: 3 clusters Score -1068187 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1068484.625000 Penalty: 4625.778320
	Iteration 7Q: 3 clusters Score -1068485 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1068702.125000 Penalty: 4625.778320
	Iteration 8Q: 3 clusters Score -1068702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1068855.375000 Penalty: 4625.778320
	Iteration 9Q: 3 clusters Score -1068855 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1068972.250000 Penalty: 4625.778320
	Iteration 10Q: 3 clusters Score -1068972 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1069053.625000 Penalty: 4625.778320
	Iteration 11Q: 3 clusters Score -1069054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1069113.500000 Penalty: 4625.778320
	Iteration 12Q: 3 clusters Score -1069114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1069162.375000 Penalty: 4625.778320
	Iteration 13Q: 3 clusters Score -1069162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1069198.125000 Penalty: 4625.778320
	Iteration 14Q: 3 clusters Score -1069198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1069227.125000 Penalty: 4625.778320
	Iteration 15Q: 3 clusters Score -1069227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1069252.000000 Penalty: 4625.778320
	Iteration 16Q: 3 clusters Score -1069252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1069271.750000 Penalty: 4625.778320
	Iteration 17Q: 3 clusters Score -1069272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1069286.250000 Penalty: 4625.778320
	Iteration 18Q: 3 clusters Score -1069286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1069301.250000 Penalty: 4625.778320
	Iteration 19Q: 3 clusters Score -1069301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1069309.250000 Penalty: 4625.778320
	Iteration 20F: 3 clusters Score -1069309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1069319.125000 Penalty: 4625.778320
	Iteration 21Q: 3 clusters Score -1069319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1069322.750000 Penalty: 4625.778320
	Iteration 22Q: 3 clusters Score -1069323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1069326.375000 Penalty: 4625.778320
	Iteration 23Q: 3 clusters Score -1069326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1069328.875000 Penalty: 4625.778320
	Iteration 24Q: 3 clusters Score -1069329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1069333.750000 Penalty: 4625.778320
	Iteration 25Q: 3 clusters Score -1069334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1069340.750000 Penalty: 4625.778320
	Iteration 26Q: 3 clusters Score -1069341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1069347.750000 Penalty: 4625.778320
	Iteration 27Q: 3 clusters Score -1069348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1069349.875000 Penalty: 4625.778320
	Iteration 28Q: 3 clusters Score -1069350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1069354.000000 Penalty: 4625.778320
	Iteration 29Q: 3 clusters Score -1069354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1069359.625000 Penalty: 4625.778320
	Iteration 30Q: 3 clusters Score -1069360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1069365.000000 Penalty: 4625.778320
	Iteration 31Q: 3 clusters Score -1069365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1069371.625000 Penalty: 4625.778320
	Iteration 32Q: 3 clusters Score -1069372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1069372.250000 Penalty: 4625.778320
	Iteration 33Q: 3 clusters Score -1069372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1069378.125000 Penalty: 4625.778320
	Iteration 34Q: 3 clusters Score -1069378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1069382.500000 Penalty: 4625.778320
	Iteration 35Q: 3 clusters Score -1069382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1069388.000000 Penalty: 4625.778320
	Iteration 36Q: 3 clusters Score -1069388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1069392.250000 Penalty: 4625.778320
	Iteration 37Q: 3 clusters Score -1069392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1069399.125000 Penalty: 4625.778320
	Iteration 38Q: 3 clusters Score -1069399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1069408.625000 Penalty: 4625.778320
	Iteration 39Q: 3 clusters Score -1069409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1069417.625000 Penalty: 4625.778320
	Iteration 40F: 3 clusters Score -1069418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1069424.625000 Penalty: 4625.778320
	Iteration 41Q: 3 clusters Score -1069425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1069430.250000 Penalty: 4625.778320
	Iteration 42Q: 3 clusters Score -1069430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1069438.125000 Penalty: 4625.778320
	Iteration 43Q: 3 clusters Score -1069438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1069442.625000 Penalty: 4625.778320
	Iteration 44Q: 3 clusters Score -1069443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1069444.000000 Penalty: 4625.778320
	Iteration 45Q: 3 clusters Score -1069444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1069449.000000 Penalty: 4625.778320
	Iteration 46Q: 3 clusters Score -1069449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1069456.375000 Penalty: 4625.778320
	Iteration 47Q: 3 clusters Score -1069456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1069457.375000 Penalty: 4625.778320
	Iteration 48Q: 3 clusters Score -1069457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1069458.875000 Penalty: 4625.778320
	Iteration 49Q: 3 clusters Score -1069459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1069459.125000 Penalty: 4625.778320
	Iteration 50Q: 3 clusters Score -1069459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1069461.625000 Penalty: 4625.778320
	Iteration 51Q: 3 clusters Score -1069462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1069462.250000 Penalty: 4625.778320
	Iteration 52Q: 3 clusters Score -1069462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1069462.250000 Penalty: 4625.778320
	Iteration 53Q: 3 clusters Score -1069462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1069462.875000 Penalty: 4625.778320
	Iteration 54Q: 3 clusters Score -1069463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1069462.875000 Penalty: 4625.778320
	Iteration 55F: 3 clusters Score -1069463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Mstep: Class 34 contains 9784 members 
Entering Unmasked Estep 
Score: -58814624.000000 Penalty: 112546.796875
Splitting cluster 17 changes total score from -58781504.000000 to -58814624.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (18104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Entering Unmasked Estep 
Score: -1641029.000000 Penalty: 2431.364258
	Iteration 0F: 2 clusters Score -1641029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1628247.625000 Penalty: 4862.728516
	Iteration 0F: 3 clusters Score -1628248 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1633239.750000 Penalty: 4862.728516
	Iteration 1F: 3 clusters Score -1633240 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1635204.625000 Penalty: 4862.728516
	Iteration 2F: 3 clusters Score -1635205 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1638444.500000 Penalty: 4862.728516
	Iteration 3F: 3 clusters Score -1638444 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1641382.625000 Penalty: 4862.728516
	Iteration 4F: 3 clusters Score -1641383 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1642754.875000 Penalty: 4862.728516
	Iteration 5F: 3 clusters Score -1642755 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1643303.750000 Penalty: 4862.728516
	Iteration 6Q: 3 clusters Score -1643304 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1643568.875000 Penalty: 4862.728516
	Iteration 7Q: 3 clusters Score -1643569 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1643736.750000 Penalty: 4862.728516
	Iteration 8Q: 3 clusters Score -1643737 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1643831.750000 Penalty: 4862.728516
	Iteration 9Q: 3 clusters Score -1643832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1643882.250000 Penalty: 4862.728516
	Iteration 10Q: 3 clusters Score -1643882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1643904.250000 Penalty: 4862.728516
	Iteration 11Q: 3 clusters Score -1643904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1643920.750000 Penalty: 4862.728516
	Iteration 12Q: 3 clusters Score -1643921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1643938.000000 Penalty: 4862.728516
	Iteration 13Q: 3 clusters Score -1643938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1643953.625000 Penalty: 4862.728516
	Iteration 14Q: 3 clusters Score -1643954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1643959.500000 Penalty: 4862.728516
	Iteration 15Q: 3 clusters Score -1643960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1643965.500000 Penalty: 4862.728516
	Iteration 16Q: 3 clusters Score -1643966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1643967.375000 Penalty: 4862.728516
	Iteration 17Q: 3 clusters Score -1643967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1643966.750000 Penalty: 4862.728516
	Iteration 18Q: 3 clusters Score -1643967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1643974.000000 Penalty: 4862.728516
	Iteration 19Q: 3 clusters Score -1643974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1643978.875000 Penalty: 4862.728516
	Iteration 20F: 3 clusters Score -1643979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1643979.625000 Penalty: 4862.728516
	Iteration 21Q: 3 clusters Score -1643980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1643983.375000 Penalty: 4862.728516
	Iteration 22Q: 3 clusters Score -1643983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1643987.500000 Penalty: 4862.728516
	Iteration 23Q: 3 clusters Score -1643988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1643987.375000 Penalty: 4862.728516
	Iteration 24Q: 3 clusters Score -1643987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1643986.125000 Penalty: 4862.728516
	Iteration 25Q: 3 clusters Score -1643986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1643985.875000 Penalty: 4862.728516
	Iteration 26Q: 3 clusters Score -1643986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1643991.625000 Penalty: 4862.728516
	Iteration 27Q: 3 clusters Score -1643992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1643994.000000 Penalty: 4862.728516
	Iteration 28Q: 3 clusters Score -1643994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1643997.375000 Penalty: 4862.728516
	Iteration 29Q: 3 clusters Score -1643997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1643996.750000 Penalty: 4862.728516
	Iteration 30Q: 3 clusters Score -1643997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1643996.000000 Penalty: 4862.728516
	Iteration 31Q: 3 clusters Score -1643996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1643996.125000 Penalty: 4862.728516
	Iteration 32Q: 3 clusters Score -1643996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1643996.500000 Penalty: 4862.728516
	Iteration 33Q: 3 clusters Score -1643996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1643995.875000 Penalty: 4862.728516
	Iteration 34Q: 3 clusters Score -1643996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1643994.625000 Penalty: 4862.728516
	Iteration 35Q: 3 clusters Score -1643995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1643997.250000 Penalty: 4862.728516
	Iteration 36Q: 3 clusters Score -1643997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1643998.750000 Penalty: 4862.728516
	Iteration 37Q: 3 clusters Score -1643999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1643997.875000 Penalty: 4862.728516
	Iteration 38Q: 3 clusters Score -1643998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1643997.625000 Penalty: 4862.728516
	Iteration 39Q: 3 clusters Score -1643998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1643997.625000 Penalty: 4862.728516
	Iteration 40F: 3 clusters Score -1643998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Mstep: Class 34 contains 9784 members 
Mstep: Class 35 contains 7829 members 
Entering Unmasked Estep 
Score: -58816716.000000 Penalty: 115856.992188
Splitting cluster 19 changes total score from -58781504.000000 to -58816716.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (48593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Entering Unmasked Estep 
Score: -4736209.500000 Penalty: 2676.226318
	Iteration 0F: 2 clusters Score -4736210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4703356.500000 Penalty: 5352.452637
	Iteration 0F: 3 clusters Score -4703356 nChanged 22586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4716216.500000 Penalty: 5352.452637
	Iteration 1F: 3 clusters Score -4716216 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4717242.500000 Penalty: 5352.452637
	Iteration 2Q: 3 clusters Score -4717242 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4718365.000000 Penalty: 5352.452637
	Iteration 3Q: 3 clusters Score -4718365 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4719730.000000 Penalty: 5352.452637
	Iteration 4F: 3 clusters Score -4719730 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4721271.000000 Penalty: 5352.452637
	Iteration 5F: 3 clusters Score -4721271 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4722968.000000 Penalty: 5352.452637
	Iteration 6F: 3 clusters Score -4722968 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -4724883.000000 Penalty: 5352.452637
	Iteration 7F: 3 clusters Score -4724883 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4726777.000000 Penalty: 5352.452637
	Iteration 8F: 3 clusters Score -4726777 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4728429.000000 Penalty: 5352.452637
	Iteration 9F: 3 clusters Score -4728429 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4729710.500000 Penalty: 5352.452637
	Iteration 10Q: 3 clusters Score -4729710 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -4730635.500000 Penalty: 5352.452637
	Iteration 11Q: 3 clusters Score -4730636 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4731321.000000 Penalty: 5352.452637
	Iteration 12Q: 3 clusters Score -4731321 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4731832.000000 Penalty: 5352.452637
	Iteration 13Q: 3 clusters Score -4731832 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4732269.500000 Penalty: 5352.452637
	Iteration 14Q: 3 clusters Score -4732270 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4732630.500000 Penalty: 5352.452637
	Iteration 15Q: 3 clusters Score -4732630 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4732935.000000 Penalty: 5352.452637
	Iteration 16Q: 3 clusters Score -4732935 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4733179.000000 Penalty: 5352.452637
	Iteration 17Q: 3 clusters Score -4733179 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4733387.000000 Penalty: 5352.452637
	Iteration 18Q: 3 clusters Score -4733387 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4733539.000000 Penalty: 5352.452637
	Iteration 19Q: 3 clusters Score -4733539 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4733635.000000 Penalty: 5352.452637
	Iteration 20F: 3 clusters Score -4733635 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4733726.500000 Penalty: 5352.452637
	Iteration 21Q: 3 clusters Score -4733726 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4733788.000000 Penalty: 5352.452637
	Iteration 22Q: 3 clusters Score -4733788 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4733830.500000 Penalty: 5352.452637
	Iteration 23Q: 3 clusters Score -4733830 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4733874.500000 Penalty: 5352.452637
	Iteration 24Q: 3 clusters Score -4733874 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4733913.500000 Penalty: 5352.452637
	Iteration 25Q: 3 clusters Score -4733914 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4733955.500000 Penalty: 5352.452637
	Iteration 26Q: 3 clusters Score -4733956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4733987.500000 Penalty: 5352.452637
	Iteration 27Q: 3 clusters Score -4733988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4734027.000000 Penalty: 5352.452637
	Iteration 28Q: 3 clusters Score -4734027 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4734046.000000 Penalty: 5352.452637
	Iteration 29Q: 3 clusters Score -4734046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4734056.500000 Penalty: 5352.452637
	Iteration 30Q: 3 clusters Score -4734056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4734072.000000 Penalty: 5352.452637
	Iteration 31Q: 3 clusters Score -4734072 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4734083.000000 Penalty: 5352.452637
	Iteration 32Q: 3 clusters Score -4734083 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4734097.000000 Penalty: 5352.452637
	Iteration 33Q: 3 clusters Score -4734097 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4734126.000000 Penalty: 5352.452637
	Iteration 34Q: 3 clusters Score -4734126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4734109.500000 Penalty: 5352.452637
	Iteration 35Q: 3 clusters Score -4734110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4734128.000000 Penalty: 5352.452637
	Iteration 36Q: 3 clusters Score -4734128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4734133.500000 Penalty: 5352.452637
	Iteration 37Q: 3 clusters Score -4734134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4734155.500000 Penalty: 5352.452637
	Iteration 38Q: 3 clusters Score -4734156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4734164.500000 Penalty: 5352.452637
	Iteration 39Q: 3 clusters Score -4734164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4734173.500000 Penalty: 5352.452637
	Iteration 40F: 3 clusters Score -4734174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4734181.000000 Penalty: 5352.452637
	Iteration 41Q: 3 clusters Score -4734181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4734204.000000 Penalty: 5352.452637
	Iteration 42Q: 3 clusters Score -4734204 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4734215.000000 Penalty: 5352.452637
	Iteration 43Q: 3 clusters Score -4734215 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4734246.500000 Penalty: 5352.452637
	Iteration 44Q: 3 clusters Score -4734246 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4734253.500000 Penalty: 5352.452637
	Iteration 45Q: 3 clusters Score -4734254 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4734258.000000 Penalty: 5352.452637
	Iteration 46Q: 3 clusters Score -4734258 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4734279.000000 Penalty: 5352.452637
	Iteration 47Q: 3 clusters Score -4734279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4734292.500000 Penalty: 5352.452637
	Iteration 48Q: 3 clusters Score -4734292 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4734307.500000 Penalty: 5352.452637
	Iteration 49Q: 3 clusters Score -4734308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4734332.000000 Penalty: 5352.452637
	Iteration 50Q: 3 clusters Score -4734332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4734337.000000 Penalty: 5352.452637
	Iteration 51Q: 3 clusters Score -4734337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4734358.000000 Penalty: 5352.452637
	Iteration 52Q: 3 clusters Score -4734358 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4734378.000000 Penalty: 5352.452637
	Iteration 53Q: 3 clusters Score -4734378 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4734409.500000 Penalty: 5352.452637
	Iteration 54Q: 3 clusters Score -4734410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4734429.500000 Penalty: 5352.452637
	Iteration 55Q: 3 clusters Score -4734430 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -4734456.500000 Penalty: 5352.452637
	Iteration 56Q: 3 clusters Score -4734456 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4734468.000000 Penalty: 5352.452637
	Iteration 57Q: 3 clusters Score -4734468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -4734505.500000 Penalty: 5352.452637
	Iteration 58Q: 3 clusters Score -4734506 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4734542.000000 Penalty: 5352.452637
	Iteration 59Q: 3 clusters Score -4734542 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4734562.500000 Penalty: 5352.452637
	Iteration 60F: 3 clusters Score -4734562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4734578.500000 Penalty: 5352.452637
	Iteration 61Q: 3 clusters Score -4734578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4734594.500000 Penalty: 5352.452637
	Iteration 62Q: 3 clusters Score -4734594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4734632.000000 Penalty: 5352.452637
	Iteration 63Q: 3 clusters Score -4734632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4734677.500000 Penalty: 5352.452637
	Iteration 64Q: 3 clusters Score -4734678 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4734665.500000 Penalty: 5352.452637
	Iteration 65Q: 3 clusters Score -4734666 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -4734707.500000 Penalty: 5352.452637
	Iteration 66Q: 3 clusters Score -4734708 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -4734724.000000 Penalty: 5352.452637
	Iteration 67Q: 3 clusters Score -4734724 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4734763.500000 Penalty: 5352.452637
	Iteration 68Q: 3 clusters Score -4734764 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4734767.000000 Penalty: 5352.452637
	Iteration 69Q: 3 clusters Score -4734767 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4734816.000000 Penalty: 5352.452637
	Iteration 70Q: 3 clusters Score -4734816 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4734843.000000 Penalty: 5352.452637
	Iteration 71Q: 3 clusters Score -4734843 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -4734863.000000 Penalty: 5352.452637
	Iteration 72Q: 3 clusters Score -4734863 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4734885.500000 Penalty: 5352.452637
	Iteration 73Q: 3 clusters Score -4734886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4734933.000000 Penalty: 5352.452637
	Iteration 74Q: 3 clusters Score -4734933 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4734974.000000 Penalty: 5352.452637
	Iteration 75Q: 3 clusters Score -4734974 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4735010.000000 Penalty: 5352.452637
	Iteration 76Q: 3 clusters Score -4735010 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -4735043.000000 Penalty: 5352.452637
	Iteration 77Q: 3 clusters Score -4735043 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4735121.000000 Penalty: 5352.452637
	Iteration 78Q: 3 clusters Score -4735121 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4735151.500000 Penalty: 5352.452637
	Iteration 79Q: 3 clusters Score -4735152 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -4735196.000000 Penalty: 5352.452637
	Iteration 80F: 3 clusters Score -4735196 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -4735248.500000 Penalty: 5352.452637
	Iteration 81Q: 3 clusters Score -4735248 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -4735310.500000 Penalty: 5352.452637
	Iteration 82Q: 3 clusters Score -4735310 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -4735378.500000 Penalty: 5352.452637
	Iteration 83Q: 3 clusters Score -4735378 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -4735455.500000 Penalty: 5352.452637
	Iteration 84Q: 3 clusters Score -4735456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4735482.000000 Penalty: 5352.452637
	Iteration 85Q: 3 clusters Score -4735482 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -4735523.500000 Penalty: 5352.452637
	Iteration 86Q: 3 clusters Score -4735524 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -4735565.500000 Penalty: 5352.452637
	Iteration 87Q: 3 clusters Score -4735566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -4735591.000000 Penalty: 5352.452637
	Iteration 88Q: 3 clusters Score -4735591 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -4735644.000000 Penalty: 5352.452637
	Iteration 89Q: 3 clusters Score -4735644 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4735684.000000 Penalty: 5352.452637
	Iteration 90Q: 3 clusters Score -4735684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -4735693.500000 Penalty: 5352.452637
	Iteration 91Q: 3 clusters Score -4735694 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -4735719.000000 Penalty: 5352.452637
	Iteration 92Q: 3 clusters Score -4735719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -4735745.500000 Penalty: 5352.452637
	Iteration 93Q: 3 clusters Score -4735746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -4735757.500000 Penalty: 5352.452637
	Iteration 94Q: 3 clusters Score -4735758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -4735784.000000 Penalty: 5352.452637
	Iteration 95Q: 3 clusters Score -4735784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -4735785.500000 Penalty: 5352.452637
	Iteration 96Q: 3 clusters Score -4735786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -4735791.500000 Penalty: 5352.452637
	Iteration 97Q: 3 clusters Score -4735792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -4735805.500000 Penalty: 5352.452637
	Iteration 98Q: 3 clusters Score -4735806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -4735824.000000 Penalty: 5352.452637
	Iteration 99Q: 3 clusters Score -4735824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -4735842.000000 Penalty: 5352.452637
	Iteration 100F: 3 clusters Score -4735842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -4735838.500000 Penalty: 5352.452637
	Iteration 101Q: 3 clusters Score -4735838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -4735836.000000 Penalty: 5352.452637
	Iteration 102Q: 3 clusters Score -4735836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -4735856.500000 Penalty: 5352.452637
	Iteration 103Q: 3 clusters Score -4735856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -4735844.000000 Penalty: 5352.452637
	Iteration 104Q: 3 clusters Score -4735844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -4735851.000000 Penalty: 5352.452637
	Iteration 105Q: 3 clusters Score -4735851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -4735851.500000 Penalty: 5352.452637
	Iteration 106Q: 3 clusters Score -4735852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -4735861.500000 Penalty: 5352.452637
	Iteration 107Q: 3 clusters Score -4735862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -4735862.500000 Penalty: 5352.452637
	Iteration 108Q: 3 clusters Score -4735862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -4735872.500000 Penalty: 5352.452637
	Iteration 109Q: 3 clusters Score -4735872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -4735870.500000 Penalty: 5352.452637
	Iteration 110Q: 3 clusters Score -4735870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -4735867.000000 Penalty: 5352.452637
	Iteration 111Q: 3 clusters Score -4735867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -4735867.000000 Penalty: 5352.452637
	Iteration 112Q: 3 clusters Score -4735867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -4735862.000000 Penalty: 5352.452637
	Iteration 113Q: 3 clusters Score -4735862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -4735861.500000 Penalty: 5352.452637
	Iteration 114Q: 3 clusters Score -4735862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -4735866.000000 Penalty: 5352.452637
	Iteration 115Q: 3 clusters Score -4735866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -4735865.500000 Penalty: 5352.452637
	Iteration 116Q: 3 clusters Score -4735866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -4735861.000000 Penalty: 5352.452637
	Iteration 117Q: 3 clusters Score -4735861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -4735864.500000 Penalty: 5352.452637
	Iteration 118Q: 3 clusters Score -4735864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -4735855.500000 Penalty: 5352.452637
	Iteration 119Q: 3 clusters Score -4735856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -4735865.500000 Penalty: 5352.452637
	Iteration 120F: 3 clusters Score -4735866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -4735872.500000 Penalty: 5352.452637
	Iteration 121Q: 3 clusters Score -4735872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -4735873.500000 Penalty: 5352.452637
	Iteration 122Q: 3 clusters Score -4735874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -4735870.500000 Penalty: 5352.452637
	Iteration 123Q: 3 clusters Score -4735870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -4735870.500000 Penalty: 5352.452637
	Iteration 124F: 3 clusters Score -4735870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -404407.062500 Penalty: 2108.565918
	Iteration 0F: 2 clusters Score -404407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -400042.718750 Penalty: 4217.131836
	Iteration 0F: 3 clusters Score -400042.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -402517.500000 Penalty: 4217.131836
	Iteration 1F: 3 clusters Score -402517.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -404546.250000 Penalty: 4217.131836
	Iteration 2F: 3 clusters Score -404546.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -405615.625000 Penalty: 4217.131836
	Iteration 3F: 3 clusters Score -405615.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -406047.656250 Penalty: 4217.131836
	Iteration 4F: 3 clusters Score -406047.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -406323.375000 Penalty: 4217.131836
	Iteration 5Q: 3 clusters Score -406323.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -406536.781250 Penalty: 4217.131836
	Iteration 6Q: 3 clusters Score -406536.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -406755.187500 Penalty: 4217.131836
	Iteration 7Q: 3 clusters Score -406755.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -407047.187500 Penalty: 4217.131836
	Iteration 8Q: 3 clusters Score -407047.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -407396.500000 Penalty: 4217.131836
	Iteration 9Q: 3 clusters Score -407396.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -407567.000000 Penalty: 4217.131836
	Iteration 10Q: 3 clusters Score -407567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -407634.250000 Penalty: 4217.131836
	Iteration 11Q: 3 clusters Score -407634.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -407661.000000 Penalty: 4217.131836
	Iteration 12Q: 3 clusters Score -407661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -407668.625000 Penalty: 4217.131836
	Iteration 13Q: 3 clusters Score -407668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -407674.000000 Penalty: 4217.131836
	Iteration 14Q: 3 clusters Score -407674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -407677.437500 Penalty: 4217.131836
	Iteration 15Q: 3 clusters Score -407677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -407677.437500 Penalty: 4217.131836
	Iteration 16Q: 3 clusters Score -407677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -407678.437500 Penalty: 4217.131836
	Iteration 17Q: 3 clusters Score -407678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -407679.093750 Penalty: 4217.131836
	Iteration 18Q: 3 clusters Score -407679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -407680.343750 Penalty: 4217.131836
	Iteration 19F: 3 clusters Score -407680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -407683.250000 Penalty: 4217.131836
	Iteration 20F: 3 clusters Score -407683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -407683.625000 Penalty: 4217.131836
	Iteration 21Q: 3 clusters Score -407683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -407685.843750 Penalty: 4217.131836
	Iteration 22Q: 3 clusters Score -407685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -407696.531250 Penalty: 4217.131836
	Iteration 23Q: 3 clusters Score -407696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -407702.687500 Penalty: 4217.131836
	Iteration 24Q: 3 clusters Score -407702.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -407705.062500 Penalty: 4217.131836
	Iteration 25Q: 3 clusters Score -407705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -407707.593750 Penalty: 4217.131836
	Iteration 26Q: 3 clusters Score -407707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -407707.500000 Penalty: 4217.131836
	Iteration 27Q: 3 clusters Score -407707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -407707.593750 Penalty: 4217.131836
	Iteration 28Q: 3 clusters Score -407707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -407708.375000 Penalty: 4217.131836
	Iteration 29Q: 3 clusters Score -407708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -407708.375000 Penalty: 4217.131836
	Iteration 30F: 3 clusters Score -407708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Mstep: Class 34 contains 9784 members 
Mstep: Class 35 contains 7829 members 
Mstep: Class 36 contains 3206 members 
Entering Unmasked Estep 
Score: -58818796.000000 Penalty: 119167.195312
Splitting cluster 21 changes total score from -58781504.000000 to -58818796.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (17942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Entering Unmasked Estep 
Score: -1783525.750000 Penalty: 2429.135254
	Iteration 0F: 2 clusters Score -1783526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1770879.375000 Penalty: 4858.270508
	Iteration 0F: 3 clusters Score -1770879 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1775458.750000 Penalty: 4858.270508
	Iteration 1F: 3 clusters Score -1775459 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1776643.250000 Penalty: 4858.270508
	Iteration 2F: 3 clusters Score -1776643 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1778344.125000 Penalty: 4858.270508
	Iteration 3F: 3 clusters Score -1778344 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1780469.250000 Penalty: 4858.270508
	Iteration 4F: 3 clusters Score -1780469 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1782308.125000 Penalty: 4858.270508
	Iteration 5F: 3 clusters Score -1782308 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1783414.625000 Penalty: 4858.270508
	Iteration 6F: 3 clusters Score -1783415 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1783943.125000 Penalty: 4858.270508
	Iteration 7Q: 3 clusters Score -1783943 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1784204.500000 Penalty: 4858.270508
	Iteration 8Q: 3 clusters Score -1784204 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1784319.625000 Penalty: 4858.270508
	Iteration 9Q: 3 clusters Score -1784320 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1784388.000000 Penalty: 4858.270508
	Iteration 10Q: 3 clusters Score -1784388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1784434.750000 Penalty: 4858.270508
	Iteration 11Q: 3 clusters Score -1784435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1784447.750000 Penalty: 4858.270508
	Iteration 12Q: 3 clusters Score -1784448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1784472.625000 Penalty: 4858.270508
	Iteration 13Q: 3 clusters Score -1784473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1784489.250000 Penalty: 4858.270508
	Iteration 14Q: 3 clusters Score -1784489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1784497.750000 Penalty: 4858.270508
	Iteration 15Q: 3 clusters Score -1784498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1784508.750000 Penalty: 4858.270508
	Iteration 16Q: 3 clusters Score -1784509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1784510.875000 Penalty: 4858.270508
	Iteration 17Q: 3 clusters Score -1784511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1784516.125000 Penalty: 4858.270508
	Iteration 18Q: 3 clusters Score -1784516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1784520.625000 Penalty: 4858.270508
	Iteration 19Q: 3 clusters Score -1784521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1784526.375000 Penalty: 4858.270508
	Iteration 20F: 3 clusters Score -1784526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1784531.375000 Penalty: 4858.270508
	Iteration 21Q: 3 clusters Score -1784531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1784534.750000 Penalty: 4858.270508
	Iteration 22Q: 3 clusters Score -1784535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1784537.500000 Penalty: 4858.270508
	Iteration 23Q: 3 clusters Score -1784538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1784539.000000 Penalty: 4858.270508
	Iteration 24Q: 3 clusters Score -1784539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1784536.250000 Penalty: 4858.270508
	Iteration 25Q: 3 clusters Score -1784536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1784534.625000 Penalty: 4858.270508
	Iteration 26Q: 3 clusters Score -1784535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1784532.375000 Penalty: 4858.270508
	Iteration 27Q: 3 clusters Score -1784532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1784531.500000 Penalty: 4858.270508
	Iteration 28Q: 3 clusters Score -1784532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1784531.750000 Penalty: 4858.270508
	Iteration 29Q: 3 clusters Score -1784532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1784533.625000 Penalty: 4858.270508
	Iteration 30Q: 3 clusters Score -1784534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1784531.375000 Penalty: 4858.270508
	Iteration 31Q: 3 clusters Score -1784531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1784531.000000 Penalty: 4858.270508
	Iteration 32Q: 3 clusters Score -1784531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1784532.625000 Penalty: 4858.270508
	Iteration 33Q: 3 clusters Score -1784533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1784538.375000 Penalty: 4858.270508
	Iteration 34Q: 3 clusters Score -1784538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1784539.500000 Penalty: 4858.270508
	Iteration 35Q: 3 clusters Score -1784540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1784537.875000 Penalty: 4858.270508
	Iteration 36Q: 3 clusters Score -1784538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1784537.875000 Penalty: 4858.270508
	Iteration 37F: 3 clusters Score -1784538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 4631 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Mstep: Class 34 contains 9784 members 
Mstep: Class 35 contains 7829 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 13311 members 
Entering Unmasked Estep 
Score: -58819136.000000 Penalty: 122477.390625
Splitting cluster 22 changes total score from -58781504.000000 to -58819136.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -918965.125000 Penalty: 2287.905518
	Iteration 0F: 2 clusters Score -918965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -911361.750000 Penalty: 4575.811035
	Iteration 0F: 3 clusters Score -911361.8 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -914691.062500 Penalty: 4575.811035
	Iteration 1F: 3 clusters Score -914691.1 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -916515.937500 Penalty: 4575.811035
	Iteration 2F: 3 clusters Score -916515.9 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -917964.125000 Penalty: 4575.811035
	Iteration 3F: 3 clusters Score -917964.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -918928.687500 Penalty: 4575.811035
	Iteration 4F: 3 clusters Score -918928.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -919496.375000 Penalty: 4575.811035
	Iteration 5F: 3 clusters Score -919496.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -919855.500000 Penalty: 4575.811035
	Iteration 6Q: 3 clusters Score -919855.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -920115.062500 Penalty: 4575.811035
	Iteration 7Q: 3 clusters Score -920115.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -920290.500000 Penalty: 4575.811035
	Iteration 8Q: 3 clusters Score -920290.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -920408.125000 Penalty: 4575.811035
	Iteration 9Q: 3 clusters Score -920408.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -920493.250000 Penalty: 4575.811035
	Iteration 10Q: 3 clusters Score -920493.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -920565.125000 Penalty: 4575.811035
	Iteration 11Q: 3 clusters Score -920565.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -920621.937500 Penalty: 4575.811035
	Iteration 12Q: 3 clusters Score -920621.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -920656.937500 Penalty: 4575.811035
	Iteration 13Q: 3 clusters Score -920656.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -920696.000000 Penalty: 4575.811035
	Iteration 14Q: 3 clusters Score -920696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -920741.812500 Penalty: 4575.811035
	Iteration 15Q: 3 clusters Score -920741.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -920778.312500 Penalty: 4575.811035
	Iteration 16Q: 3 clusters Score -920778.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -920800.312500 Penalty: 4575.811035
	Iteration 17Q: 3 clusters Score -920800.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -920817.250000 Penalty: 4575.811035
	Iteration 18Q: 3 clusters Score -920817.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -920833.687500 Penalty: 4575.811035
	Iteration 19Q: 3 clusters Score -920833.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -920834.875000 Penalty: 4575.811035
	Iteration 20F: 3 clusters Score -920834.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -920847.000000 Penalty: 4575.811035
	Iteration 21Q: 3 clusters Score -920847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -920856.312500 Penalty: 4575.811035
	Iteration 22Q: 3 clusters Score -920856.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -920863.875000 Penalty: 4575.811035
	Iteration 23Q: 3 clusters Score -920863.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -920866.312500 Penalty: 4575.811035
	Iteration 24Q: 3 clusters Score -920866.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -920867.625000 Penalty: 4575.811035
	Iteration 25Q: 3 clusters Score -920867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -920869.625000 Penalty: 4575.811035
	Iteration 26Q: 3 clusters Score -920869.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -920870.062500 Penalty: 4575.811035
	Iteration 27Q: 3 clusters Score -920870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -920874.062500 Penalty: 4575.811035
	Iteration 28Q: 3 clusters Score -920874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -920873.062500 Penalty: 4575.811035
	Iteration 29Q: 3 clusters Score -920873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -920874.687500 Penalty: 4575.811035
	Iteration 30Q: 3 clusters Score -920874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -920875.562500 Penalty: 4575.811035
	Iteration 31Q: 3 clusters Score -920875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -920876.437500 Penalty: 4575.811035
	Iteration 32Q: 3 clusters Score -920876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -920874.062500 Penalty: 4575.811035
	Iteration 33Q: 3 clusters Score -920874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -920875.375000 Penalty: 4575.811035
	Iteration 34Q: 3 clusters Score -920875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -920875.875000 Penalty: 4575.811035
	Iteration 35Q: 3 clusters Score -920875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -920876.312500 Penalty: 4575.811035
	Iteration 36Q: 3 clusters Score -920876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -920876.312500 Penalty: 4575.811035
	Iteration 37F: 3 clusters Score -920876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 4631 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 122425 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Mstep: Class 34 contains 9784 members 
Mstep: Class 35 contains 7829 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 13311 members 
Mstep: Class 38 contains 3031 members 
Entering Unmasked Estep 
Score: -58820148.000000 Penalty: 125787.593750
Splitting cluster 23 changes total score from -58781504.000000 to -58820148.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (122425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Entering Unmasked Estep 
Score: -11827438.000000 Penalty: 2905.383057
	Iteration 0F: 2 clusters Score -1.182744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -11745419.000000 Penalty: 5810.766113
	Iteration 0F: 3 clusters Score -1.174542e+07 nChanged 58422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -11780940.000000 Penalty: 5810.766113
	Iteration 1F: 3 clusters Score -1.178094e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -11783705.000000 Penalty: 5810.766113
	Iteration 2F: 3 clusters Score -1.17837e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -11787834.000000 Penalty: 5810.766113
	Iteration 3F: 3 clusters Score -1.178783e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -11793830.000000 Penalty: 5810.766113
	Iteration 4F: 3 clusters Score -1.179383e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -11801252.000000 Penalty: 5810.766113
	Iteration 5F: 3 clusters Score -1.180125e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -11808487.000000 Penalty: 5810.766113
	Iteration 6F: 3 clusters Score -1.180849e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -11815014.000000 Penalty: 5810.766113
	Iteration 7F: 3 clusters Score -1.181501e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -11820654.000000 Penalty: 5810.766113
	Iteration 8Q: 3 clusters Score -1.182065e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -11824765.000000 Penalty: 5810.766113
	Iteration 9Q: 3 clusters Score -1.182476e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -11826698.000000 Penalty: 5810.766113
	Iteration 10Q: 3 clusters Score -1.18267e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -11827555.000000 Penalty: 5810.766113
	Iteration 11Q: 3 clusters Score -1.182756e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -11827983.000000 Penalty: 5810.766113
	Iteration 12Q: 3 clusters Score -1.182798e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -11828189.000000 Penalty: 5810.766113
	Iteration 13Q: 3 clusters Score -1.182819e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -11828326.000000 Penalty: 5810.766113
	Iteration 14Q: 3 clusters Score -1.182833e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -11828349.000000 Penalty: 5810.766113
	Iteration 15Q: 3 clusters Score -1.182835e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -11828423.000000 Penalty: 5810.766113
	Iteration 16Q: 3 clusters Score -1.182842e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -11828492.000000 Penalty: 5810.766113
	Iteration 17Q: 3 clusters Score -1.182849e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -11828527.000000 Penalty: 5810.766113
	Iteration 18Q: 3 clusters Score -1.182853e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -11828583.000000 Penalty: 5810.766113
	Iteration 19Q: 3 clusters Score -1.182858e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -11828630.000000 Penalty: 5810.766113
	Iteration 20F: 3 clusters Score -1.182863e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -11828638.000000 Penalty: 5810.766113
	Iteration 21Q: 3 clusters Score -1.182864e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -11828645.000000 Penalty: 5810.766113
	Iteration 22Q: 3 clusters Score -1.182864e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -11828681.000000 Penalty: 5810.766113
	Iteration 23Q: 3 clusters Score -1.182868e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -11828707.000000 Penalty: 5810.766113
	Iteration 24Q: 3 clusters Score -1.182871e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -11828706.000000 Penalty: 5810.766113
	Iteration 25Q: 3 clusters Score -1.182871e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -11828696.000000 Penalty: 5810.766113
	Iteration 26Q: 3 clusters Score -1.18287e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -11828700.000000 Penalty: 5810.766113
	Iteration 27Q: 3 clusters Score -1.18287e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -11828717.000000 Penalty: 5810.766113
	Iteration 28Q: 3 clusters Score -1.182872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -11828728.000000 Penalty: 5810.766113
	Iteration 29Q: 3 clusters Score -1.182873e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -11828726.000000 Penalty: 5810.766113
	Iteration 30Q: 3 clusters Score -1.182873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -11828734.000000 Penalty: 5810.766113
	Iteration 31Q: 3 clusters Score -1.182873e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -11828723.000000 Penalty: 5810.766113
	Iteration 32Q: 3 clusters Score -1.182872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -11828757.000000 Penalty: 5810.766113
	Iteration 33Q: 3 clusters Score -1.182876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -11828738.000000 Penalty: 5810.766113
	Iteration 34Q: 3 clusters Score -1.182874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107159 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -11828750.000000 Penalty: 5810.766113
	Iteration 35Q: 3 clusters Score -1.182875e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -11828744.000000 Penalty: 5810.766113
	Iteration 36Q: 3 clusters Score -1.182874e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -11828761.000000 Penalty: 5810.766113
	Iteration 37Q: 3 clusters Score -1.182876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -11828759.000000 Penalty: 5810.766113
	Iteration 38Q: 3 clusters Score -1.182876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -11828755.000000 Penalty: 5810.766113
	Iteration 39Q: 3 clusters Score -1.182876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -11828758.000000 Penalty: 5810.766113
	Iteration 40F: 3 clusters Score -1.182876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -11828754.000000 Penalty: 5810.766113
	Iteration 41Q: 3 clusters Score -1.182875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -11828739.000000 Penalty: 5810.766113
	Iteration 42Q: 3 clusters Score -1.182874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -11828745.000000 Penalty: 5810.766113
	Iteration 43Q: 3 clusters Score -1.182874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -11828750.000000 Penalty: 5810.766113
	Iteration 44Q: 3 clusters Score -1.182875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -11828752.000000 Penalty: 5810.766113
	Iteration 45Q: 3 clusters Score -1.182875e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -11828772.000000 Penalty: 5810.766113
	Iteration 46Q: 3 clusters Score -1.182877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -11828765.000000 Penalty: 5810.766113
	Iteration 47Q: 3 clusters Score -1.182876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -11828787.000000 Penalty: 5810.766113
	Iteration 48Q: 3 clusters Score -1.182879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -11828785.000000 Penalty: 5810.766113
	Iteration 49Q: 3 clusters Score -1.182878e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -11828797.000000 Penalty: 5810.766113
	Iteration 50Q: 3 clusters Score -1.18288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -11828792.000000 Penalty: 5810.766113
	Iteration 51Q: 3 clusters Score -1.182879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -11828795.000000 Penalty: 5810.766113
	Iteration 52Q: 3 clusters Score -1.18288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -11828784.000000 Penalty: 5810.766113
	Iteration 53Q: 3 clusters Score -1.182878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107754 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -11828778.000000 Penalty: 5810.766113
	Iteration 54Q: 3 clusters Score -1.182878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -11828773.000000 Penalty: 5810.766113
	Iteration 55Q: 3 clusters Score -1.182877e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -11828765.000000 Penalty: 5810.766113
	Iteration 56Q: 3 clusters Score -1.182876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -11828770.000000 Penalty: 5810.766113
	Iteration 57Q: 3 clusters Score -1.182877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -11828760.000000 Penalty: 5810.766113
	Iteration 58Q: 3 clusters Score -1.182876e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -11828770.000000 Penalty: 5810.766113
	Iteration 59Q: 3 clusters Score -1.182877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -11828774.000000 Penalty: 5810.766113
	Iteration 60F: 3 clusters Score -1.182877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -11828778.000000 Penalty: 5810.766113
	Iteration 61Q: 3 clusters Score -1.182878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -11828778.000000 Penalty: 5810.766113
	Iteration 62Q: 3 clusters Score -1.182878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -11828784.000000 Penalty: 5810.766113
	Iteration 63Q: 3 clusters Score -1.182878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -11828781.000000 Penalty: 5810.766113
	Iteration 64Q: 3 clusters Score -1.182878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -11828780.000000 Penalty: 5810.766113
	Iteration 65Q: 3 clusters Score -1.182878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -11828775.000000 Penalty: 5810.766113
	Iteration 66Q: 3 clusters Score -1.182878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108248 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -11828788.000000 Penalty: 5810.766113
	Iteration 67Q: 3 clusters Score -1.182879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -11828781.000000 Penalty: 5810.766113
	Iteration 68Q: 3 clusters Score -1.182878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -11828769.000000 Penalty: 5810.766113
	Iteration 69Q: 3 clusters Score -1.182877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108356 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -11828776.000000 Penalty: 5810.766113
	Iteration 70Q: 3 clusters Score -1.182878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108387 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -11828779.000000 Penalty: 5810.766113
	Iteration 71Q: 3 clusters Score -1.182878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -11828788.000000 Penalty: 5810.766113
	Iteration 72Q: 3 clusters Score -1.182879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -11828794.000000 Penalty: 5810.766113
	Iteration 73Q: 3 clusters Score -1.182879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -11828778.000000 Penalty: 5810.766113
	Iteration 74Q: 3 clusters Score -1.182878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -11828787.000000 Penalty: 5810.766113
	Iteration 75Q: 3 clusters Score -1.182879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -11828779.000000 Penalty: 5810.766113
	Iteration 76Q: 3 clusters Score -1.182878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -11828785.000000 Penalty: 5810.766113
	Iteration 77Q: 3 clusters Score -1.182878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -11828797.000000 Penalty: 5810.766113
	Iteration 78Q: 3 clusters Score -1.18288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -11828790.000000 Penalty: 5810.766113
	Iteration 79Q: 3 clusters Score -1.182879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -11828790.000000 Penalty: 5810.766113
	Iteration 80F: 3 clusters Score -1.182879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108572 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -11828795.000000 Penalty: 5810.766113
	Iteration 81Q: 3 clusters Score -1.18288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -11828804.000000 Penalty: 5810.766113
	Iteration 82Q: 3 clusters Score -1.18288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -11828795.000000 Penalty: 5810.766113
	Iteration 83Q: 3 clusters Score -1.18288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -11828798.000000 Penalty: 5810.766113
	Iteration 84Q: 3 clusters Score -1.18288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -11828801.000000 Penalty: 5810.766113
	Iteration 85Q: 3 clusters Score -1.18288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -11828800.000000 Penalty: 5810.766113
	Iteration 86Q: 3 clusters Score -1.18288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -11828797.000000 Penalty: 5810.766113
	Iteration 87Q: 3 clusters Score -1.18288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -11828821.000000 Penalty: 5810.766113
	Iteration 88Q: 3 clusters Score -1.182882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -11828804.000000 Penalty: 5810.766113
	Iteration 89Q: 3 clusters Score -1.18288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -11828804.000000 Penalty: 5810.766113
	Iteration 90Q: 3 clusters Score -1.18288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -11828825.000000 Penalty: 5810.766113
	Iteration 91Q: 3 clusters Score -1.182882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -11828833.000000 Penalty: 5810.766113
	Iteration 92Q: 3 clusters Score -1.182883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -11828839.000000 Penalty: 5810.766113
	Iteration 93Q: 3 clusters Score -1.182884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -11828831.000000 Penalty: 5810.766113
	Iteration 94Q: 3 clusters Score -1.182883e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -11828841.000000 Penalty: 5810.766113
	Iteration 95Q: 3 clusters Score -1.182884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -11828857.000000 Penalty: 5810.766113
	Iteration 96Q: 3 clusters Score -1.182886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -11828857.000000 Penalty: 5810.766113
	Iteration 97Q: 3 clusters Score -1.182886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -11828845.000000 Penalty: 5810.766113
	Iteration 98Q: 3 clusters Score -1.182884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -11828857.000000 Penalty: 5810.766113
	Iteration 99Q: 3 clusters Score -1.182886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -11828854.000000 Penalty: 5810.766113
	Iteration 100F: 3 clusters Score -1.182885e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -11828853.000000 Penalty: 5810.766113
	Iteration 101Q: 3 clusters Score -1.182885e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -11828852.000000 Penalty: 5810.766113
	Iteration 102Q: 3 clusters Score -1.182885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -11828852.000000 Penalty: 5810.766113
	Iteration 103Q: 3 clusters Score -1.182885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -11828848.000000 Penalty: 5810.766113
	Iteration 104Q: 3 clusters Score -1.182885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -11828852.000000 Penalty: 5810.766113
	Iteration 105Q: 3 clusters Score -1.182885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -11828860.000000 Penalty: 5810.766113
	Iteration 106Q: 3 clusters Score -1.182886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -11828854.000000 Penalty: 5810.766113
	Iteration 107Q: 3 clusters Score -1.182885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -11828862.000000 Penalty: 5810.766113
	Iteration 108Q: 3 clusters Score -1.182886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -11828863.000000 Penalty: 5810.766113
	Iteration 109Q: 3 clusters Score -1.182886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -11828869.000000 Penalty: 5810.766113
	Iteration 110Q: 3 clusters Score -1.182887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -11828872.000000 Penalty: 5810.766113
	Iteration 111Q: 3 clusters Score -1.182887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109498 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -11828868.000000 Penalty: 5810.766113
	Iteration 112Q: 3 clusters Score -1.182887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -11828852.000000 Penalty: 5810.766113
	Iteration 113Q: 3 clusters Score -1.182885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -11828847.000000 Penalty: 5810.766113
	Iteration 114Q: 3 clusters Score -1.182885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -11828845.000000 Penalty: 5810.766113
	Iteration 115Q: 3 clusters Score -1.182884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -11828836.000000 Penalty: 5810.766113
	Iteration 116Q: 3 clusters Score -1.182884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -11828861.000000 Penalty: 5810.766113
	Iteration 117Q: 3 clusters Score -1.182886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109674 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -11828862.000000 Penalty: 5810.766113
	Iteration 118Q: 3 clusters Score -1.182886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -11828860.000000 Penalty: 5810.766113
	Iteration 119Q: 3 clusters Score -1.182886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -11828862.000000 Penalty: 5810.766113
	Iteration 120F: 3 clusters Score -1.182886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -11828861.000000 Penalty: 5810.766113
	Iteration 121Q: 3 clusters Score -1.182886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109745 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -11828850.000000 Penalty: 5810.766113
	Iteration 122Q: 3 clusters Score -1.182885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -11828862.000000 Penalty: 5810.766113
	Iteration 123Q: 3 clusters Score -1.182886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -11828849.000000 Penalty: 5810.766113
	Iteration 124Q: 3 clusters Score -1.182885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -11828852.000000 Penalty: 5810.766113
	Iteration 125Q: 3 clusters Score -1.182885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109805 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -11828855.000000 Penalty: 5810.766113
	Iteration 126Q: 3 clusters Score -1.182886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -11828846.000000 Penalty: 5810.766113
	Iteration 127Q: 3 clusters Score -1.182885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109822 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -11828840.000000 Penalty: 5810.766113
	Iteration 128Q: 3 clusters Score -1.182884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -11828837.000000 Penalty: 5810.766113
	Iteration 129Q: 3 clusters Score -1.182884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -11828840.000000 Penalty: 5810.766113
	Iteration 130Q: 3 clusters Score -1.182884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -11828841.000000 Penalty: 5810.766113
	Iteration 131Q: 3 clusters Score -1.182884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109834 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -11828843.000000 Penalty: 5810.766113
	Iteration 132Q: 3 clusters Score -1.182884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109842 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -11828837.000000 Penalty: 5810.766113
	Iteration 133Q: 3 clusters Score -1.182884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -11828833.000000 Penalty: 5810.766113
	Iteration 134Q: 3 clusters Score -1.182883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -11828835.000000 Penalty: 5810.766113
	Iteration 135Q: 3 clusters Score -1.182884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -11828838.000000 Penalty: 5810.766113
	Iteration 136Q: 3 clusters Score -1.182884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -11828841.000000 Penalty: 5810.766113
	Iteration 137Q: 3 clusters Score -1.182884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -11828834.000000 Penalty: 5810.766113
	Iteration 138Q: 3 clusters Score -1.182883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -11828847.000000 Penalty: 5810.766113
	Iteration 139Q: 3 clusters Score -1.182885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -11828847.000000 Penalty: 5810.766113
	Iteration 140F: 3 clusters Score -1.182885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 4631 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 109871 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 3968 members 
Mstep: Class 33 contains 28915 members 
Mstep: Class 34 contains 9784 members 
Mstep: Class 35 contains 7829 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 13311 members 
Mstep: Class 38 contains 3031 members 
Mstep: Class 39 contains 12554 members 
Entering Unmasked Estep 
Score: -58820864.000000 Penalty: 129097.796875
Splitting cluster 24 changes total score from -58781504.000000 to -58820864.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 42608 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 62502 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 48593 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 4631 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 109871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58836644.000000 Penalty: 129097.796875
Iteration 39Q: 40 clusters Score -5.883664e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 18447 members 
Mstep: Class 3 contains 42928 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 26549 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 14543 members 
Mstep: Class 9 contains 7709 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 12539 members 
Mstep: Class 15 contains 62578 members 
Mstep: Class 16 contains 57154 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 10666 members 
Mstep: Class 20 contains 48380 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 5031 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 109704 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 3709 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 6831 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 13315 members 
Mstep: Class 32 contains 4139 members 
Mstep: Class 33 contains 28269 members 
Mstep: Class 34 contains 9690 members 
Mstep: Class 35 contains 7011 members 
Mstep: Class 36 contains 2832 members 
Mstep: Class 37 contains 13154 members 
Mstep: Class 38 contains 2957 members 
Mstep: Class 39 contains 12761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58849848.000000 Penalty: 129097.796875
Iteration 40F: 40 clusters Score -5.884985e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 17711 members 
Mstep: Class 3 contains 42600 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 26396 members 
Mstep: Class 7 contains 4457 members 
Mstep: Class 8 contains 14372 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 11683 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 62575 members 
Mstep: Class 16 contains 56862 members 
Mstep: Class 17 contains 1434 members 
Mstep: Class 18 contains 14809 members 
Mstep: Class 19 contains 10732 members 
Mstep: Class 20 contains 48170 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 109048 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 3567 members 
Mstep: Class 27 contains 4630 members 
Mstep: Class 28 contains 5014 members 
Mstep: Class 29 contains 7925 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 4435 members 
Mstep: Class 33 contains 29600 members 
Mstep: Class 34 contains 9956 members 
Mstep: Class 35 contains 6848 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 13246 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58855996.000000 Penalty: 129097.796875
Iteration 41Q: 40 clusters Score -5.8856e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 17259 members 
Mstep: Class 3 contains 42349 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 7983 members 
Mstep: Class 6 contains 26282 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 14240 members 
Mstep: Class 9 contains 7280 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 12564 members 
Mstep: Class 15 contains 62659 members 
Mstep: Class 16 contains 56827 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 15160 members 
Mstep: Class 19 contains 10745 members 
Mstep: Class 20 contains 47985 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 5422 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 108469 members 
Mstep: Class 25 contains 4444 members 
Mstep: Class 26 contains 3487 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 8855 members 
Mstep: Class 30 contains 2419 members 
Mstep: Class 31 contains 13301 members 
Mstep: Class 32 contains 4632 members 
Mstep: Class 33 contains 30549 members 
Mstep: Class 34 contains 10067 members 
Mstep: Class 35 contains 6758 members 
Mstep: Class 36 contains 2688 members 
Mstep: Class 37 contains 13358 members 
Mstep: Class 38 contains 2875 members 
Mstep: Class 39 contains 13055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58859524.000000 Penalty: 129097.796875
Iteration 42Q: 40 clusters Score -5.885952e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 16899 members 
Mstep: Class 3 contains 42141 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 26201 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 10882 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 12598 members 
Mstep: Class 15 contains 62672 members 
Mstep: Class 16 contains 56847 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 15415 members 
Mstep: Class 19 contains 10733 members 
Mstep: Class 20 contains 47849 members 
Mstep: Class 21 contains 1961 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 6854 members 
Mstep: Class 24 contains 107998 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 3463 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 5225 members 
Mstep: Class 29 contains 9655 members 
Mstep: Class 30 contains 2485 members 
Mstep: Class 31 contains 13227 members 
Mstep: Class 32 contains 4761 members 
Mstep: Class 33 contains 31286 members 
Mstep: Class 34 contains 10151 members 
Mstep: Class 35 contains 6673 members 
Mstep: Class 36 contains 2636 members 
Mstep: Class 37 contains 13497 members 
Mstep: Class 38 contains 2842 members 
Mstep: Class 39 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58861996.000000 Penalty: 129097.796875
Iteration 43Q: 40 clusters Score -5.8862e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 16586 members 
Mstep: Class 3 contains 41995 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 7719 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 10740 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 12632 members 
Mstep: Class 15 contains 62698 members 
Mstep: Class 16 contains 56889 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 15558 members 
Mstep: Class 19 contains 10671 members 
Mstep: Class 20 contains 47771 members 
Mstep: Class 21 contains 1974 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 107496 members 
Mstep: Class 25 contains 4427 members 
Mstep: Class 26 contains 3455 members 
Mstep: Class 27 contains 4752 members 
Mstep: Class 28 contains 5305 members 
Mstep: Class 29 contains 10348 members 
Mstep: Class 30 contains 2526 members 
Mstep: Class 31 contains 13149 members 
Mstep: Class 32 contains 4876 members 
Mstep: Class 33 contains 31871 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 6570 members 
Mstep: Class 36 contains 2583 members 
Mstep: Class 37 contains 13645 members 
Mstep: Class 38 contains 2826 members 
Mstep: Class 39 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58863820.000000 Penalty: 129097.796875
Iteration 44Q: 40 clusters Score -5.886382e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 16325 members 
Mstep: Class 3 contains 41855 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 26036 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 13937 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 10714 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 12672 members 
Mstep: Class 15 contains 62733 members 
Mstep: Class 16 contains 56913 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 15695 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 20 contains 47697 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 107023 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 3457 members 
Mstep: Class 27 contains 4760 members 
Mstep: Class 28 contains 5364 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 2559 members 
Mstep: Class 31 contains 13057 members 
Mstep: Class 32 contains 4967 members 
Mstep: Class 33 contains 32320 members 
Mstep: Class 34 contains 10220 members 
Mstep: Class 35 contains 6507 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 13779 members 
Mstep: Class 38 contains 2814 members 
Mstep: Class 39 contains 13232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58865184.000000 Penalty: 129097.796875
Iteration 45Q: 40 clusters Score -5.886518e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 16112 members 
Mstep: Class 3 contains 41718 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 25964 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 8 contains 13890 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 10738 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 62781 members 
Mstep: Class 16 contains 56942 members 
Mstep: Class 17 contains 1451 members 
Mstep: Class 18 contains 15798 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 47669 members 
Mstep: Class 21 contains 1979 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 106655 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 4762 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 2571 members 
Mstep: Class 31 contains 12989 members 
Mstep: Class 32 contains 5046 members 
Mstep: Class 33 contains 32664 members 
Mstep: Class 34 contains 10245 members 
Mstep: Class 35 contains 6441 members 
Mstep: Class 36 contains 2500 members 
Mstep: Class 37 contains 13908 members 
Mstep: Class 38 contains 2805 members 
Mstep: Class 39 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58866540.000000 Penalty: 129097.796875
Iteration 46Q: 40 clusters Score -5.886654e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 15917 members 
Mstep: Class 3 contains 41591 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 13856 members 
Mstep: Class 9 contains 7361 members 
Mstep: Class 10 contains 10813 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 12644 members 
Mstep: Class 15 contains 62812 members 
Mstep: Class 16 contains 56957 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 15920 members 
Mstep: Class 19 contains 10497 members 
Mstep: Class 20 contains 47625 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 106282 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 3457 members 
Mstep: Class 27 contains 4763 members 
Mstep: Class 28 contains 5460 members 
Mstep: Class 29 contains 11962 members 
Mstep: Class 30 contains 2567 members 
Mstep: Class 31 contains 12938 members 
Mstep: Class 32 contains 5124 members 
Mstep: Class 33 contains 32951 members 
Mstep: Class 34 contains 10238 members 
Mstep: Class 35 contains 6364 members 
Mstep: Class 36 contains 2480 members 
Mstep: Class 37 contains 14031 members 
Mstep: Class 38 contains 2801 members 
Mstep: Class 39 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58866904.000000 Penalty: 129097.796875
Iteration 47Q: 40 clusters Score -5.88669e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 15723 members 
Mstep: Class 3 contains 41449 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 25856 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 13803 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 10944 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 12588 members 
Mstep: Class 15 contains 62842 members 
Mstep: Class 16 contains 56969 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 16026 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 47596 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 6326 members 
Mstep: Class 24 contains 105980 members 
Mstep: Class 25 contains 4447 members 
Mstep: Class 26 contains 3473 members 
Mstep: Class 27 contains 4765 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 12373 members 
Mstep: Class 30 contains 2553 members 
Mstep: Class 31 contains 12884 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 33190 members 
Mstep: Class 34 contains 10236 members 
Mstep: Class 35 contains 6318 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 14128 members 
Mstep: Class 38 contains 2796 members 
Mstep: Class 39 contains 13333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58867216.000000 Penalty: 129097.796875
Iteration 48Q: 40 clusters Score -5.886722e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 15572 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 5 contains 7441 members 
Mstep: Class 6 contains 25820 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 13751 members 
Mstep: Class 9 contains 7400 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 12526 members 
Mstep: Class 15 contains 62877 members 
Mstep: Class 16 contains 56982 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 16110 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 47536 members 
Mstep: Class 21 contains 1990 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 105718 members 
Mstep: Class 25 contains 4454 members 
Mstep: Class 26 contains 3481 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 5559 members 
Mstep: Class 29 contains 12693 members 
Mstep: Class 30 contains 2552 members 
Mstep: Class 31 contains 12833 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 33368 members 
Mstep: Class 34 contains 10240 members 
Mstep: Class 35 contains 6259 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 14232 members 
Mstep: Class 38 contains 2794 members 
Mstep: Class 39 contains 13383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58867560.000000 Penalty: 129097.796875
Iteration 49Q: 40 clusters Score -5.886756e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 41216 members 
Mstep: Class 4 contains 7194 members 
Mstep: Class 5 contains 7412 members 
Mstep: Class 6 contains 25785 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 13694 members 
Mstep: Class 9 contains 7427 members 
Mstep: Class 10 contains 11289 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 12456 members 
Mstep: Class 15 contains 62925 members 
Mstep: Class 16 contains 56985 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 16182 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 47493 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 6154 members 
Mstep: Class 24 contains 105503 members 
Mstep: Class 25 contains 4459 members 
Mstep: Class 26 contains 3495 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 5611 members 
Mstep: Class 29 contains 12973 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 12796 members 
Mstep: Class 32 contains 5295 members 
Mstep: Class 33 contains 33490 members 
Mstep: Class 34 contains 10239 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 2420 members 
Mstep: Class 37 contains 14324 members 
Mstep: Class 38 contains 2792 members 
Mstep: Class 39 contains 13402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58867780.000000 Penalty: 129097.796875
Iteration 50Q: 40 clusters Score -5.886778e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 15350 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 25770 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 13659 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 12388 members 
Mstep: Class 15 contains 62954 members 
Mstep: Class 16 contains 56988 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 19 contains 10372 members 
Mstep: Class 20 contains 47432 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 6073 members 
Mstep: Class 24 contains 105333 members 
Mstep: Class 25 contains 4463 members 
Mstep: Class 26 contains 3501 members 
Mstep: Class 27 contains 4772 members 
Mstep: Class 28 contains 5649 members 
Mstep: Class 29 contains 13174 members 
Mstep: Class 30 contains 2552 members 
Mstep: Class 31 contains 12764 members 
Mstep: Class 32 contains 5347 members 
Mstep: Class 33 contains 33599 members 
Mstep: Class 34 contains 10236 members 
Mstep: Class 35 contains 6152 members 
Mstep: Class 36 contains 2411 members 
Mstep: Class 37 contains 14407 members 
Mstep: Class 38 contains 2791 members 
Mstep: Class 39 contains 13415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58867892.000000 Penalty: 129097.796875
Iteration 51Q: 40 clusters Score -5.886789e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 15248 members 
Mstep: Class 3 contains 41034 members 
Mstep: Class 4 contains 7121 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 25751 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 13610 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 11583 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 62987 members 
Mstep: Class 16 contains 56986 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 16318 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 47384 members 
Mstep: Class 21 contains 2022 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 6002 members 
Mstep: Class 24 contains 105191 members 
Mstep: Class 25 contains 4465 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 4777 members 
Mstep: Class 28 contains 5686 members 
Mstep: Class 29 contains 13362 members 
Mstep: Class 30 contains 2550 members 
Mstep: Class 31 contains 12736 members 
Mstep: Class 32 contains 5415 members 
Mstep: Class 33 contains 33688 members 
Mstep: Class 34 contains 10241 members 
Mstep: Class 35 contains 6084 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 14479 members 
Mstep: Class 38 contains 2787 members 
Mstep: Class 39 contains 13432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58868176.000000 Penalty: 129097.796875
Iteration 52Q: 40 clusters Score -5.886818e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 15150 members 
Mstep: Class 3 contains 40968 members 
Mstep: Class 4 contains 7104 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 25731 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 13577 members 
Mstep: Class 9 contains 7487 members 
Mstep: Class 10 contains 11677 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 12244 members 
Mstep: Class 15 contains 63006 members 
Mstep: Class 16 contains 56991 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 16388 members 
Mstep: Class 19 contains 10376 members 
Mstep: Class 20 contains 47356 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 105055 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 4779 members 
Mstep: Class 28 contains 5716 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 2556 members 
Mstep: Class 31 contains 12695 members 
Mstep: Class 32 contains 5474 members 
Mstep: Class 33 contains 33774 members 
Mstep: Class 34 contains 10253 members 
Mstep: Class 35 contains 6026 members 
Mstep: Class 36 contains 2399 members 
Mstep: Class 37 contains 14537 members 
Mstep: Class 38 contains 2781 members 
Mstep: Class 39 contains 13453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58868264.000000 Penalty: 129097.796875
Iteration 53Q: 40 clusters Score -5.886826e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 15066 members 
Mstep: Class 3 contains 40905 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 7331 members 
Mstep: Class 6 contains 25708 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 11774 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 63022 members 
Mstep: Class 16 contains 57000 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 47341 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 5927 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 104921 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 4780 members 
Mstep: Class 28 contains 5746 members 
Mstep: Class 29 contains 13733 members 
Mstep: Class 30 contains 2553 members 
Mstep: Class 31 contains 12661 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 33835 members 
Mstep: Class 34 contains 10265 members 
Mstep: Class 35 contains 5971 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 14576 members 
Mstep: Class 38 contains 2776 members 
Mstep: Class 39 contains 13473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58868304.000000 Penalty: 129097.796875
Iteration 54Q: 40 clusters Score -5.88683e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 14989 members 
Mstep: Class 3 contains 40860 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 7315 members 
Mstep: Class 6 contains 25695 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 11865 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 12095 members 
Mstep: Class 15 contains 63044 members 
Mstep: Class 16 contains 57005 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16494 members 
Mstep: Class 19 contains 10382 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 5826 members 
Mstep: Class 24 contains 104789 members 
Mstep: Class 25 contains 4471 members 
Mstep: Class 26 contains 3519 members 
Mstep: Class 27 contains 4784 members 
Mstep: Class 28 contains 5779 members 
Mstep: Class 29 contains 13878 members 
Mstep: Class 30 contains 2553 members 
Mstep: Class 31 contains 12640 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 33882 members 
Mstep: Class 34 contains 10275 members 
Mstep: Class 35 contains 5911 members 
Mstep: Class 36 contains 2381 members 
Mstep: Class 37 contains 14604 members 
Mstep: Class 38 contains 2772 members 
Mstep: Class 39 contains 13512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58868512.000000 Penalty: 129097.796875
Iteration 55Q: 40 clusters Score -5.886851e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 40804 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 25683 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 13478 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 11965 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 63075 members 
Mstep: Class 16 contains 57024 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 20 contains 47295 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 5927 members 
Mstep: Class 23 contains 5759 members 
Mstep: Class 24 contains 104667 members 
Mstep: Class 25 contains 4473 members 
Mstep: Class 26 contains 3519 members 
Mstep: Class 27 contains 4781 members 
Mstep: Class 28 contains 5822 members 
Mstep: Class 29 contains 14012 members 
Mstep: Class 30 contains 2548 members 
Mstep: Class 31 contains 12624 members 
Mstep: Class 32 contains 5661 members 
Mstep: Class 33 contains 33916 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 5854 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 14618 members 
Mstep: Class 38 contains 2770 members 
Mstep: Class 39 contains 13542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58868932.000000 Penalty: 129097.796875
Iteration 56Q: 40 clusters Score -5.886893e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 14851 members 
Mstep: Class 3 contains 40758 members 
Mstep: Class 4 contains 7091 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 25675 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 13453 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 15 contains 63094 members 
Mstep: Class 16 contains 57033 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 10446 members 
Mstep: Class 20 contains 47283 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 5934 members 
Mstep: Class 23 contains 5690 members 
Mstep: Class 24 contains 104587 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 4781 members 
Mstep: Class 28 contains 5863 members 
Mstep: Class 29 contains 14107 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 5710 members 
Mstep: Class 33 contains 33936 members 
Mstep: Class 34 contains 10281 members 
Mstep: Class 35 contains 5788 members 
Mstep: Class 36 contains 2372 members 
Mstep: Class 37 contains 14630 members 
Mstep: Class 38 contains 2770 members 
Mstep: Class 39 contains 13558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58869176.000000 Penalty: 129097.796875
Iteration 57Q: 40 clusters Score -5.886918e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 14795 members 
Mstep: Class 3 contains 40721 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 6 contains 25668 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 8 contains 13425 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 12141 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 2878 members 
Mstep: Class 14 contains 11889 members 
Mstep: Class 15 contains 63126 members 
Mstep: Class 16 contains 57039 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 10502 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 22 contains 5945 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 104522 members 
Mstep: Class 25 contains 4478 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 4784 members 
Mstep: Class 28 contains 5893 members 
Mstep: Class 29 contains 14175 members 
Mstep: Class 30 contains 2549 members 
Mstep: Class 31 contains 12610 members 
Mstep: Class 32 contains 5769 members 
Mstep: Class 33 contains 33943 members 
Mstep: Class 34 contains 10291 members 
Mstep: Class 35 contains 5715 members 
Mstep: Class 36 contains 2361 members 
Mstep: Class 37 contains 14642 members 
Mstep: Class 38 contains 2764 members 
Mstep: Class 39 contains 13575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58869384.000000 Penalty: 129097.796875
Iteration 58Q: 40 clusters Score -5.886938e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 14757 members 
Mstep: Class 3 contains 40694 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 25669 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 13394 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 11860 members 
Mstep: Class 15 contains 63153 members 
Mstep: Class 16 contains 57034 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 47248 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 104463 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 3528 members 
Mstep: Class 27 contains 4779 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 14239 members 
Mstep: Class 30 contains 2549 members 
Mstep: Class 31 contains 12608 members 
Mstep: Class 32 contains 5808 members 
Mstep: Class 33 contains 33956 members 
Mstep: Class 34 contains 10294 members 
Mstep: Class 35 contains 5642 members 
Mstep: Class 36 contains 2360 members 
Mstep: Class 37 contains 14660 members 
Mstep: Class 38 contains 2757 members 
Mstep: Class 39 contains 13574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58869680.000000 Penalty: 129097.796875
Iteration 59Q: 40 clusters Score -5.886968e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 14731 members 
Mstep: Class 3 contains 40662 members 
Mstep: Class 4 contains 7091 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 25665 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 13381 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 12229 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 11810 members 
Mstep: Class 15 contains 63174 members 
Mstep: Class 16 contains 57029 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16657 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 20 contains 47236 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 104430 members 
Mstep: Class 25 contains 4478 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 4777 members 
Mstep: Class 28 contains 5957 members 
Mstep: Class 29 contains 14276 members 
Mstep: Class 30 contains 2551 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 5845 members 
Mstep: Class 33 contains 33963 members 
Mstep: Class 34 contains 10295 members 
Mstep: Class 35 contains 5570 members 
Mstep: Class 36 contains 2356 members 
Mstep: Class 37 contains 14670 members 
Mstep: Class 38 contains 2752 members 
Mstep: Class 39 contains 13575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58869984.000000 Penalty: 129097.796875
Iteration 60F: 40 clusters Score -5.886998e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14686 members 
Mstep: Class 3 contains 40626 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 25660 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 13374 members 
Mstep: Class 9 contains 7539 members 
Mstep: Class 10 contains 12347 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 11760 members 
Mstep: Class 15 contains 63183 members 
Mstep: Class 16 contains 56978 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16684 members 
Mstep: Class 19 contains 10642 members 
Mstep: Class 20 contains 47202 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 6063 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 104388 members 
Mstep: Class 25 contains 4478 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 4769 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 14321 members 
Mstep: Class 30 contains 2556 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 5890 members 
Mstep: Class 33 contains 33973 members 
Mstep: Class 34 contains 10296 members 
Mstep: Class 35 contains 5503 members 
Mstep: Class 36 contains 2350 members 
Mstep: Class 37 contains 14684 members 
Mstep: Class 38 contains 2745 members 
Mstep: Class 39 contains 13577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870332.000000 Penalty: 129097.796875
Iteration 61Q: 40 clusters Score -5.887033e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 40588 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 25663 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 13363 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 12456 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 11704 members 
Mstep: Class 15 contains 63188 members 
Mstep: Class 16 contains 56936 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16735 members 
Mstep: Class 19 contains 10663 members 
Mstep: Class 20 contains 47177 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 104354 members 
Mstep: Class 25 contains 4483 members 
Mstep: Class 26 contains 3538 members 
Mstep: Class 27 contains 4757 members 
Mstep: Class 28 contains 6005 members 
Mstep: Class 29 contains 14365 members 
Mstep: Class 30 contains 2557 members 
Mstep: Class 31 contains 12557 members 
Mstep: Class 32 contains 5928 members 
Mstep: Class 33 contains 33989 members 
Mstep: Class 34 contains 10298 members 
Mstep: Class 35 contains 5452 members 
Mstep: Class 36 contains 2354 members 
Mstep: Class 37 contains 14718 members 
Mstep: Class 38 contains 2739 members 
Mstep: Class 39 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870660.000000 Penalty: 129097.796875
Iteration 62Q: 40 clusters Score -5.887066e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 14617 members 
Mstep: Class 3 contains 40559 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 25659 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 13354 members 
Mstep: Class 9 contains 7540 members 
Mstep: Class 10 contains 12549 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 63189 members 
Mstep: Class 16 contains 56899 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 16768 members 
Mstep: Class 19 contains 10692 members 
Mstep: Class 20 contains 47145 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 6133 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 104310 members 
Mstep: Class 25 contains 4486 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 4752 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 14421 members 
Mstep: Class 30 contains 2557 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 33996 members 
Mstep: Class 34 contains 10295 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 2357 members 
Mstep: Class 37 contains 14749 members 
Mstep: Class 38 contains 2731 members 
Mstep: Class 39 contains 13588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870908.000000 Penalty: 129097.796875
Iteration 63Q: 40 clusters Score -5.887091e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 3 contains 40538 members 
Mstep: Class 4 contains 7061 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 25653 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 13339 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 12628 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 11639 members 
Mstep: Class 15 contains 63192 members 
Mstep: Class 16 contains 56846 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 10703 members 
Mstep: Class 20 contains 47116 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 5370 members 
Mstep: Class 24 contains 104254 members 
Mstep: Class 25 contains 4486 members 
Mstep: Class 26 contains 3550 members 
Mstep: Class 27 contains 4745 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 14478 members 
Mstep: Class 30 contains 2554 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 34004 members 
Mstep: Class 34 contains 10302 members 
Mstep: Class 35 contains 5389 members 
Mstep: Class 36 contains 2363 members 
Mstep: Class 37 contains 14784 members 
Mstep: Class 38 contains 2723 members 
Mstep: Class 39 contains 13595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870920.000000 Penalty: 129097.796875
Iteration 64Q: 40 clusters Score -5.887092e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14573 members 
Mstep: Class 3 contains 40517 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 7203 members 
Mstep: Class 6 contains 25646 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 13315 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 11603 members 
Mstep: Class 15 contains 63189 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 10713 members 
Mstep: Class 20 contains 47087 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 104194 members 
Mstep: Class 25 contains 4485 members 
Mstep: Class 26 contains 3559 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 6080 members 
Mstep: Class 29 contains 14546 members 
Mstep: Class 30 contains 2554 members 
Mstep: Class 31 contains 12515 members 
Mstep: Class 32 contains 6057 members 
Mstep: Class 33 contains 34009 members 
Mstep: Class 34 contains 10305 members 
Mstep: Class 35 contains 5378 members 
Mstep: Class 36 contains 2362 members 
Mstep: Class 37 contains 14815 members 
Mstep: Class 38 contains 2720 members 
Mstep: Class 39 contains 13602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58870992.000000 Penalty: 129097.796875
Iteration 65Q: 40 clusters Score -5.887099e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 14551 members 
Mstep: Class 3 contains 40495 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 25640 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 13286 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 12763 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 11555 members 
Mstep: Class 15 contains 63203 members 
Mstep: Class 16 contains 56757 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 16835 members 
Mstep: Class 19 contains 10713 members 
Mstep: Class 20 contains 47067 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 104144 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 3566 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 6109 members 
Mstep: Class 29 contains 14610 members 
Mstep: Class 30 contains 2560 members 
Mstep: Class 31 contains 12506 members 
Mstep: Class 32 contains 6088 members 
Mstep: Class 33 contains 34018 members 
Mstep: Class 34 contains 10314 members 
Mstep: Class 35 contains 5375 members 
Mstep: Class 36 contains 2357 members 
Mstep: Class 37 contains 14842 members 
Mstep: Class 38 contains 2718 members 
Mstep: Class 39 contains 13608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871144.000000 Penalty: 129097.796875
Iteration 66Q: 40 clusters Score -5.887114e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 14548 members 
Mstep: Class 3 contains 40479 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 7179 members 
Mstep: Class 6 contains 25636 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 13262 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 12828 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 11485 members 
Mstep: Class 15 contains 63203 members 
Mstep: Class 16 contains 56717 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 10707 members 
Mstep: Class 20 contains 47054 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 6258 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 104085 members 
Mstep: Class 25 contains 4491 members 
Mstep: Class 26 contains 3573 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 6137 members 
Mstep: Class 29 contains 14668 members 
Mstep: Class 30 contains 2560 members 
Mstep: Class 31 contains 12496 members 
Mstep: Class 32 contains 6122 members 
Mstep: Class 33 contains 34023 members 
Mstep: Class 34 contains 10319 members 
Mstep: Class 35 contains 5370 members 
Mstep: Class 36 contains 2362 members 
Mstep: Class 37 contains 14876 members 
Mstep: Class 38 contains 2717 members 
Mstep: Class 39 contains 13620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871116.000000 Penalty: 129097.796875
Iteration 67Q: 40 clusters Score -5.887112e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 14528 members 
Mstep: Class 3 contains 40459 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 13242 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 12882 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 63212 members 
Mstep: Class 16 contains 56679 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16862 members 
Mstep: Class 19 contains 10719 members 
Mstep: Class 20 contains 47038 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 6280 members 
Mstep: Class 23 contains 5242 members 
Mstep: Class 24 contains 104035 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 14736 members 
Mstep: Class 30 contains 2560 members 
Mstep: Class 31 contains 12493 members 
Mstep: Class 32 contains 6154 members 
Mstep: Class 33 contains 34025 members 
Mstep: Class 34 contains 10317 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 2361 members 
Mstep: Class 37 contains 14908 members 
Mstep: Class 38 contains 2716 members 
Mstep: Class 39 contains 13624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871044.000000 Penalty: 129097.796875
Iteration 68Q: 40 clusters Score -5.887104e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 14512 members 
Mstep: Class 3 contains 40442 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 25642 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 13210 members 
Mstep: Class 9 contains 7594 members 
Mstep: Class 10 contains 12940 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 63226 members 
Mstep: Class 16 contains 56643 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 10732 members 
Mstep: Class 20 contains 47021 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 5225 members 
Mstep: Class 24 contains 103990 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 3597 members 
Mstep: Class 27 contains 4710 members 
Mstep: Class 28 contains 6214 members 
Mstep: Class 29 contains 14775 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 12491 members 
Mstep: Class 32 contains 6176 members 
Mstep: Class 33 contains 34025 members 
Mstep: Class 34 contains 10315 members 
Mstep: Class 35 contains 5360 members 
Mstep: Class 36 contains 2362 members 
Mstep: Class 37 contains 14952 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 13632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871068.000000 Penalty: 129097.796875
Iteration 69Q: 40 clusters Score -5.887107e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 14496 members 
Mstep: Class 3 contains 40436 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 25644 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 13177 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 12993 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 63245 members 
Mstep: Class 16 contains 56620 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16888 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 46998 members 
Mstep: Class 21 contains 2105 members 
Mstep: Class 22 contains 6282 members 
Mstep: Class 23 contains 5210 members 
Mstep: Class 24 contains 103943 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 2566 members 
Mstep: Class 31 contains 12490 members 
Mstep: Class 32 contains 6193 members 
Mstep: Class 33 contains 34022 members 
Mstep: Class 34 contains 10313 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 2361 members 
Mstep: Class 37 contains 14979 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 13631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871036.000000 Penalty: 129097.796875
Iteration 70Q: 40 clusters Score -5.887104e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 40428 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 13143 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 13056 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 11261 members 
Mstep: Class 15 contains 63261 members 
Mstep: Class 16 contains 56599 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16897 members 
Mstep: Class 19 contains 10740 members 
Mstep: Class 20 contains 46978 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 6304 members 
Mstep: Class 23 contains 5192 members 
Mstep: Class 24 contains 103904 members 
Mstep: Class 25 contains 4492 members 
Mstep: Class 26 contains 3619 members 
Mstep: Class 27 contains 4698 members 
Mstep: Class 28 contains 6269 members 
Mstep: Class 29 contains 14859 members 
Mstep: Class 30 contains 2569 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 6221 members 
Mstep: Class 33 contains 34015 members 
Mstep: Class 34 contains 10314 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 2361 members 
Mstep: Class 37 contains 14996 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 13636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871288.000000 Penalty: 129097.796875
Iteration 71Q: 40 clusters Score -5.887129e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 3 contains 40417 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 13107 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 13116 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 63278 members 
Mstep: Class 16 contains 56565 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16907 members 
Mstep: Class 19 contains 10748 members 
Mstep: Class 20 contains 46956 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 6324 members 
Mstep: Class 23 contains 5170 members 
Mstep: Class 24 contains 103862 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 4693 members 
Mstep: Class 28 contains 6291 members 
Mstep: Class 29 contains 14898 members 
Mstep: Class 30 contains 2570 members 
Mstep: Class 31 contains 12492 members 
Mstep: Class 32 contains 6236 members 
Mstep: Class 33 contains 34018 members 
Mstep: Class 34 contains 10314 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 15019 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 13653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871376.000000 Penalty: 129097.796875
Iteration 72Q: 40 clusters Score -5.887138e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 40410 members 
Mstep: Class 4 contains 7080 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 25646 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 7660 members 
Mstep: Class 10 contains 13168 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 63293 members 
Mstep: Class 16 contains 56534 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 10754 members 
Mstep: Class 20 contains 46945 members 
Mstep: Class 21 contains 2113 members 
Mstep: Class 22 contains 6349 members 
Mstep: Class 23 contains 5152 members 
Mstep: Class 24 contains 103815 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 3627 members 
Mstep: Class 27 contains 4687 members 
Mstep: Class 28 contains 6321 members 
Mstep: Class 29 contains 14929 members 
Mstep: Class 30 contains 2574 members 
Mstep: Class 31 contains 12491 members 
Mstep: Class 32 contains 6264 members 
Mstep: Class 33 contains 34018 members 
Mstep: Class 34 contains 10308 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 15042 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 13665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871416.000000 Penalty: 129097.796875
Iteration 73Q: 40 clusters Score -5.887142e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 25645 members 
Mstep: Class 7 contains 3712 members 
Mstep: Class 8 contains 13034 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 13217 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 63298 members 
Mstep: Class 16 contains 56489 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16930 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 46932 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 5119 members 
Mstep: Class 24 contains 103779 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 3630 members 
Mstep: Class 27 contains 4683 members 
Mstep: Class 28 contains 6350 members 
Mstep: Class 29 contains 14956 members 
Mstep: Class 30 contains 2576 members 
Mstep: Class 31 contains 12495 members 
Mstep: Class 32 contains 6291 members 
Mstep: Class 33 contains 34018 members 
Mstep: Class 34 contains 10303 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 15057 members 
Mstep: Class 38 contains 2714 members 
Mstep: Class 39 contains 13677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871384.000000 Penalty: 129097.796875
Iteration 74Q: 40 clusters Score -5.887138e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 40406 members 
Mstep: Class 4 contains 7089 members 
Mstep: Class 5 contains 7065 members 
Mstep: Class 6 contains 25642 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 13006 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 15 contains 63297 members 
Mstep: Class 16 contains 56435 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16946 members 
Mstep: Class 19 contains 10764 members 
Mstep: Class 20 contains 46914 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 103759 members 
Mstep: Class 25 contains 4512 members 
Mstep: Class 26 contains 3636 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 6370 members 
Mstep: Class 29 contains 14980 members 
Mstep: Class 30 contains 2575 members 
Mstep: Class 31 contains 12496 members 
Mstep: Class 32 contains 6314 members 
Mstep: Class 33 contains 34008 members 
Mstep: Class 34 contains 10300 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 15080 members 
Mstep: Class 38 contains 2711 members 
Mstep: Class 39 contains 13679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871544.000000 Penalty: 129097.796875
Iteration 75Q: 40 clusters Score -5.887154e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 14345 members 
Mstep: Class 3 contains 40405 members 
Mstep: Class 4 contains 7089 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 25639 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 12969 members 
Mstep: Class 9 contains 7736 members 
Mstep: Class 10 contains 13287 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 63306 members 
Mstep: Class 16 contains 56389 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16965 members 
Mstep: Class 19 contains 10763 members 
Mstep: Class 20 contains 46901 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 6468 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 103718 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 26 contains 3641 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 6394 members 
Mstep: Class 29 contains 15012 members 
Mstep: Class 30 contains 2578 members 
Mstep: Class 31 contains 12505 members 
Mstep: Class 32 contains 6339 members 
Mstep: Class 33 contains 34004 members 
Mstep: Class 34 contains 10295 members 
Mstep: Class 35 contains 5328 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 15097 members 
Mstep: Class 38 contains 2707 members 
Mstep: Class 39 contains 13688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58871716.000000 Penalty: 129097.796875
Iteration 76Q: 40 clusters Score -5.887172e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 40394 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 7055 members 
Mstep: Class 6 contains 25638 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 12945 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 15 contains 63310 members 
Mstep: Class 16 contains 56344 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2132 members 
Mstep: Class 22 contains 6510 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 103675 members 
Mstep: Class 25 contains 4517 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4655 members 
Mstep: Class 28 contains 6423 members 
Mstep: Class 29 contains 15053 members 
Mstep: Class 30 contains 2574 members 
Mstep: Class 31 contains 12504 members 
Mstep: Class 32 contains 6357 members 
Mstep: Class 33 contains 33995 members 
Mstep: Class 34 contains 10291 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2382 members 
Mstep: Class 37 contains 15117 members 
Mstep: Class 38 contains 2706 members 
Mstep: Class 39 contains 13704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58872068.000000 Penalty: 129097.796875
Iteration 77Q: 40 clusters Score -5.887207e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 40389 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 7051 members 
Mstep: Class 6 contains 25634 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 12926 members 
Mstep: Class 9 contains 7790 members 
Mstep: Class 10 contains 13363 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 63317 members 
Mstep: Class 16 contains 56292 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 17013 members 
Mstep: Class 19 contains 10762 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 6553 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 103637 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 3645 members 
Mstep: Class 27 contains 4649 members 
Mstep: Class 28 contains 6443 members 
Mstep: Class 29 contains 15084 members 
Mstep: Class 30 contains 2570 members 
Mstep: Class 31 contains 12509 members 
Mstep: Class 32 contains 6379 members 
Mstep: Class 33 contains 33997 members 
Mstep: Class 34 contains 10294 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 15132 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 13717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58872092.000000 Penalty: 129097.796875
Iteration 78Q: 40 clusters Score -5.887209e+07 nChanged 758
Entering ConstructFrom: 
Score: -58872092.000000 Penalty: 129097.796875
Entering ConstructFrom: 
Trying to split cluster 1 (23823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Entering Unmasked Estep 
Score: -2360822.500000 Penalty: 2499.444824
	Iteration 0F: 2 clusters Score -2360822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2344234.500000 Penalty: 4998.889648
	Iteration 0F: 3 clusters Score -2344234 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2350028.750000 Penalty: 4998.889648
	Iteration 1F: 3 clusters Score -2350029 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2350468.500000 Penalty: 4998.889648
	Iteration 2F: 3 clusters Score -2350468 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2350880.250000 Penalty: 4998.889648
	Iteration 3Q: 3 clusters Score -2350880 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2351309.500000 Penalty: 4998.889648
	Iteration 4Q: 3 clusters Score -2351310 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2351729.500000 Penalty: 4998.889648
	Iteration 5Q: 3 clusters Score -2351730 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2352186.750000 Penalty: 4998.889648
	Iteration 6Q: 3 clusters Score -2352187 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2352689.000000 Penalty: 4998.889648
	Iteration 7Q: 3 clusters Score -2352689 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2353304.750000 Penalty: 4998.889648
	Iteration 8Q: 3 clusters Score -2353305 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2353949.500000 Penalty: 4998.889648
	Iteration 9Q: 3 clusters Score -2353950 nChanged 1126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2354545.000000 Penalty: 4998.889648
	Iteration 10Q: 3 clusters Score -2354545 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2355071.250000 Penalty: 4998.889648
	Iteration 11Q: 3 clusters Score -2355071 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2355464.000000 Penalty: 4998.889648
	Iteration 12Q: 3 clusters Score -2355464 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2355815.500000 Penalty: 4998.889648
	Iteration 13Q: 3 clusters Score -2355816 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2356076.000000 Penalty: 4998.889648
	Iteration 14Q: 3 clusters Score -2356076 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2356271.750000 Penalty: 4998.889648
	Iteration 15Q: 3 clusters Score -2356272 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2356424.500000 Penalty: 4998.889648
	Iteration 16Q: 3 clusters Score -2356424 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2356558.250000 Penalty: 4998.889648
	Iteration 17Q: 3 clusters Score -2356558 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2356657.250000 Penalty: 4998.889648
	Iteration 18Q: 3 clusters Score -2356657 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2356727.000000 Penalty: 4998.889648
	Iteration 19Q: 3 clusters Score -2356727 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2356776.500000 Penalty: 4998.889648
	Iteration 20F: 3 clusters Score -2356776 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2356808.000000 Penalty: 4998.889648
	Iteration 21Q: 3 clusters Score -2356808 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2356834.750000 Penalty: 4998.889648
	Iteration 22Q: 3 clusters Score -2356835 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2356863.500000 Penalty: 4998.889648
	Iteration 23Q: 3 clusters Score -2356864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2356882.250000 Penalty: 4998.889648
	Iteration 24Q: 3 clusters Score -2356882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2356909.500000 Penalty: 4998.889648
	Iteration 25Q: 3 clusters Score -2356910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2356920.500000 Penalty: 4998.889648
	Iteration 26Q: 3 clusters Score -2356920 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2356932.750000 Penalty: 4998.889648
	Iteration 27Q: 3 clusters Score -2356933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2356946.000000 Penalty: 4998.889648
	Iteration 28Q: 3 clusters Score -2356946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2356953.000000 Penalty: 4998.889648
	Iteration 29Q: 3 clusters Score -2356953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2356965.000000 Penalty: 4998.889648
	Iteration 30Q: 3 clusters Score -2356965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2356973.750000 Penalty: 4998.889648
	Iteration 31Q: 3 clusters Score -2356974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2356979.500000 Penalty: 4998.889648
	Iteration 32Q: 3 clusters Score -2356980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2357003.500000 Penalty: 4998.889648
	Iteration 33Q: 3 clusters Score -2357004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2357011.000000 Penalty: 4998.889648
	Iteration 34Q: 3 clusters Score -2357011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2357022.000000 Penalty: 4998.889648
	Iteration 35Q: 3 clusters Score -2357022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2357038.250000 Penalty: 4998.889648
	Iteration 36Q: 3 clusters Score -2357038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2357051.000000 Penalty: 4998.889648
	Iteration 37Q: 3 clusters Score -2357051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2357059.000000 Penalty: 4998.889648
	Iteration 38Q: 3 clusters Score -2357059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2357077.500000 Penalty: 4998.889648
	Iteration 39Q: 3 clusters Score -2357078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2357085.000000 Penalty: 4998.889648
	Iteration 40F: 3 clusters Score -2357085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2357100.750000 Penalty: 4998.889648
	Iteration 41Q: 3 clusters Score -2357101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2357125.500000 Penalty: 4998.889648
	Iteration 42Q: 3 clusters Score -2357126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2357137.000000 Penalty: 4998.889648
	Iteration 43Q: 3 clusters Score -2357137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2357152.750000 Penalty: 4998.889648
	Iteration 44Q: 3 clusters Score -2357153 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2357168.000000 Penalty: 4998.889648
	Iteration 45Q: 3 clusters Score -2357168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2357172.500000 Penalty: 4998.889648
	Iteration 46Q: 3 clusters Score -2357172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2357187.250000 Penalty: 4998.889648
	Iteration 47Q: 3 clusters Score -2357187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2357198.500000 Penalty: 4998.889648
	Iteration 48Q: 3 clusters Score -2357198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2357222.250000 Penalty: 4998.889648
	Iteration 49Q: 3 clusters Score -2357222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2357240.000000 Penalty: 4998.889648
	Iteration 50Q: 3 clusters Score -2357240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2357264.250000 Penalty: 4998.889648
	Iteration 51Q: 3 clusters Score -2357264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2357280.500000 Penalty: 4998.889648
	Iteration 52Q: 3 clusters Score -2357280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2357299.750000 Penalty: 4998.889648
	Iteration 53Q: 3 clusters Score -2357300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2357331.250000 Penalty: 4998.889648
	Iteration 54Q: 3 clusters Score -2357331 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2357360.500000 Penalty: 4998.889648
	Iteration 55Q: 3 clusters Score -2357360 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2357385.500000 Penalty: 4998.889648
	Iteration 56Q: 3 clusters Score -2357386 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2357420.750000 Penalty: 4998.889648
	Iteration 57Q: 3 clusters Score -2357421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2357463.250000 Penalty: 4998.889648
	Iteration 58Q: 3 clusters Score -2357463 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2357501.250000 Penalty: 4998.889648
	Iteration 59Q: 3 clusters Score -2357501 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2357540.250000 Penalty: 4998.889648
	Iteration 60F: 3 clusters Score -2357540 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2357580.250000 Penalty: 4998.889648
	Iteration 61Q: 3 clusters Score -2357580 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2357621.250000 Penalty: 4998.889648
	Iteration 62Q: 3 clusters Score -2357621 nChanged 193
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2357669.250000 Penalty: 4998.889648
	Iteration 63Q: 3 clusters Score -2357669 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2357719.250000 Penalty: 4998.889648
	Iteration 64Q: 3 clusters Score -2357719 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2357792.750000 Penalty: 4998.889648
	Iteration 65Q: 3 clusters Score -2357793 nChanged 222
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2357859.750000 Penalty: 4998.889648
	Iteration 66Q: 3 clusters Score -2357860 nChanged 218
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Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2357930.500000 Penalty: 4998.889648
	Iteration 67Q: 3 clusters Score -2357930 nChanged 225
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Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2357988 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2358060.000000 Penalty: 4998.889648
	Iteration 69Q: 3 clusters Score -2358060 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2358122.250000 Penalty: 4998.889648
	Iteration 70Q: 3 clusters Score -2358122 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2358218.500000 Penalty: 4998.889648
	Iteration 71Q: 3 clusters Score -2358218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2358302.750000 Penalty: 4998.889648
	Iteration 72Q: 3 clusters Score -2358303 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2358387.500000 Penalty: 4998.889648
	Iteration 73Q: 3 clusters Score -2358388 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2358452.000000 Penalty: 4998.889648
	Iteration 74Q: 3 clusters Score -2358452 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2358517.750000 Penalty: 4998.889648
	Iteration 75Q: 3 clusters Score -2358518 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2358566.000000 Penalty: 4998.889648
	Iteration 76Q: 3 clusters Score -2358566 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2358609.500000 Penalty: 4998.889648
	Iteration 77Q: 3 clusters Score -2358610 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2358653.750000 Penalty: 4998.889648
	Iteration 78Q: 3 clusters Score -2358654 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2358686.000000 Penalty: 4998.889648
	Iteration 79Q: 3 clusters Score -2358686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2358711.000000 Penalty: 4998.889648
	Iteration 80F: 3 clusters Score -2358711 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2358738.250000 Penalty: 4998.889648
	Iteration 81Q: 3 clusters Score -2358738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2358763.750000 Penalty: 4998.889648
	Iteration 82Q: 3 clusters Score -2358764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2358791.500000 Penalty: 4998.889648
	Iteration 83Q: 3 clusters Score -2358792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2358819.000000 Penalty: 4998.889648
	Iteration 84Q: 3 clusters Score -2358819 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2358834.000000 Penalty: 4998.889648
	Iteration 85Q: 3 clusters Score -2358834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2358848.250000 Penalty: 4998.889648
	Iteration 86Q: 3 clusters Score -2358848 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2358865.250000 Penalty: 4998.889648
	Iteration 87Q: 3 clusters Score -2358865 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2358872.750000 Penalty: 4998.889648
	Iteration 88Q: 3 clusters Score -2358873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2358878.750000 Penalty: 4998.889648
	Iteration 89Q: 3 clusters Score -2358879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2358887.500000 Penalty: 4998.889648
	Iteration 90Q: 3 clusters Score -2358888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2358896.250000 Penalty: 4998.889648
	Iteration 91Q: 3 clusters Score -2358896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2358910.250000 Penalty: 4998.889648
	Iteration 92Q: 3 clusters Score -2358910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2358920.000000 Penalty: 4998.889648
	Iteration 93Q: 3 clusters Score -2358920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2358927.500000 Penalty: 4998.889648
	Iteration 94Q: 3 clusters Score -2358928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2358938.000000 Penalty: 4998.889648
	Iteration 95Q: 3 clusters Score -2358938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2358947.500000 Penalty: 4998.889648
	Iteration 96Q: 3 clusters Score -2358948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2358950.000000 Penalty: 4998.889648
	Iteration 97Q: 3 clusters Score -2358950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2358955.750000 Penalty: 4998.889648
	Iteration 98Q: 3 clusters Score -2358956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2358956.000000 Penalty: 4998.889648
	Iteration 99Q: 3 clusters Score -2358956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2358959.750000 Penalty: 4998.889648
	Iteration 100F: 3 clusters Score -2358960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2358960.500000 Penalty: 4998.889648
	Iteration 101Q: 3 clusters Score -2358960 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2358966.250000 Penalty: 4998.889648
	Iteration 102Q: 3 clusters Score -2358966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2358973.750000 Penalty: 4998.889648
	Iteration 103Q: 3 clusters Score -2358974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2358980.250000 Penalty: 4998.889648
	Iteration 104Q: 3 clusters Score -2358980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2358986.750000 Penalty: 4998.889648
	Iteration 105Q: 3 clusters Score -2358987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2358988.500000 Penalty: 4998.889648
	Iteration 106Q: 3 clusters Score -2358988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2358991.750000 Penalty: 4998.889648
	Iteration 107Q: 3 clusters Score -2358992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2358993.250000 Penalty: 4998.889648
	Iteration 108Q: 3 clusters Score -2358993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2358992.000000 Penalty: 4998.889648
	Iteration 109Q: 3 clusters Score -2358992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2358988.500000 Penalty: 4998.889648
	Iteration 110Q: 3 clusters Score -2358988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2358991.250000 Penalty: 4998.889648
	Iteration 111Q: 3 clusters Score -2358991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2358991.750000 Penalty: 4998.889648
	Iteration 112Q: 3 clusters Score -2358992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2358993.000000 Penalty: 4998.889648
	Iteration 113Q: 3 clusters Score -2358993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2359000.500000 Penalty: 4998.889648
	Iteration 114Q: 3 clusters Score -2359000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2359001.500000 Penalty: 4998.889648
	Iteration 115Q: 3 clusters Score -2359002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2359007.500000 Penalty: 4998.889648
	Iteration 116Q: 3 clusters Score -2359008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2359015.250000 Penalty: 4998.889648
	Iteration 117Q: 3 clusters Score -2359015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2359018.000000 Penalty: 4998.889648
	Iteration 118Q: 3 clusters Score -2359018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2359028.250000 Penalty: 4998.889648
	Iteration 119Q: 3 clusters Score -2359028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2359029.500000 Penalty: 4998.889648
	Iteration 120F: 3 clusters Score -2359030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2359027.500000 Penalty: 4998.889648
	Iteration 121Q: 3 clusters Score -2359028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2359032.250000 Penalty: 4998.889648
	Iteration 122Q: 3 clusters Score -2359032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2359032.500000 Penalty: 4998.889648
	Iteration 123Q: 3 clusters Score -2359032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2359036.000000 Penalty: 4998.889648
	Iteration 124Q: 3 clusters Score -2359036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2359036.750000 Penalty: 4998.889648
	Iteration 125Q: 3 clusters Score -2359037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2359035.500000 Penalty: 4998.889648
	Iteration 126Q: 3 clusters Score -2359036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2359038.750000 Penalty: 4998.889648
	Iteration 127Q: 3 clusters Score -2359039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2359042.000000 Penalty: 4998.889648
	Iteration 128Q: 3 clusters Score -2359042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2359045.000000 Penalty: 4998.889648
	Iteration 129Q: 3 clusters Score -2359045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2359043.500000 Penalty: 4998.889648
	Iteration 130Q: 3 clusters Score -2359044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2359043.500000 Penalty: 4998.889648
	Iteration 131Q: 3 clusters Score -2359044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2359046.250000 Penalty: 4998.889648
	Iteration 132Q: 3 clusters Score -2359046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2359045.750000 Penalty: 4998.889648
	Iteration 133Q: 3 clusters Score -2359046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2359047.500000 Penalty: 4998.889648
	Iteration 134Q: 3 clusters Score -2359048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2359050.500000 Penalty: 4998.889648
	Iteration 135Q: 3 clusters Score -2359050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2359053.250000 Penalty: 4998.889648
	Iteration 136Q: 3 clusters Score -2359053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2359052.750000 Penalty: 4998.889648
	Iteration 137Q: 3 clusters Score -2359053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2359052.750000 Penalty: 4998.889648
	Iteration 138F: 3 clusters Score -2359053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Entering Unmasked Estep 
Score: -1292088.375000 Penalty: 2372.607422
	Iteration 0F: 2 clusters Score -1292088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1281709.875000 Penalty: 4745.214844
	Iteration 0F: 3 clusters Score -1281710 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1285135.000000 Penalty: 4745.214844
	Iteration 1F: 3 clusters Score -1285135 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1285702.750000 Penalty: 4745.214844
	Iteration 2F: 3 clusters Score -1285703 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1286351.375000 Penalty: 4745.214844
	Iteration 3F: 3 clusters Score -1286351 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1287013.500000 Penalty: 4745.214844
	Iteration 4F: 3 clusters Score -1287014 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1287609.250000 Penalty: 4745.214844
	Iteration 5F: 3 clusters Score -1287609 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1288155.375000 Penalty: 4745.214844
	Iteration 6F: 3 clusters Score -1288155 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1288686.250000 Penalty: 4745.214844
	Iteration 7Q: 3 clusters Score -1288686 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1289132.000000 Penalty: 4745.214844
	Iteration 8Q: 3 clusters Score -1289132 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1289489.875000 Penalty: 4745.214844
	Iteration 9Q: 3 clusters Score -1289490 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1289766.250000 Penalty: 4745.214844
	Iteration 10Q: 3 clusters Score -1289766 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1290003.125000 Penalty: 4745.214844
	Iteration 11Q: 3 clusters Score -1290003 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1290178.750000 Penalty: 4745.214844
	Iteration 12Q: 3 clusters Score -1290179 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1290308.250000 Penalty: 4745.214844
	Iteration 13Q: 3 clusters Score -1290308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1290398.500000 Penalty: 4745.214844
	Iteration 14Q: 3 clusters Score -1290398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1290476.875000 Penalty: 4745.214844
	Iteration 15Q: 3 clusters Score -1290477 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1290528.125000 Penalty: 4745.214844
	Iteration 16Q: 3 clusters Score -1290528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1290559.125000 Penalty: 4745.214844
	Iteration 17Q: 3 clusters Score -1290559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1290583.625000 Penalty: 4745.214844
	Iteration 18Q: 3 clusters Score -1290584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1290603.875000 Penalty: 4745.214844
	Iteration 19Q: 3 clusters Score -1290604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1290614.875000 Penalty: 4745.214844
	Iteration 20F: 3 clusters Score -1290615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1290630.125000 Penalty: 4745.214844
	Iteration 21Q: 3 clusters Score -1290630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1290637.625000 Penalty: 4745.214844
	Iteration 22Q: 3 clusters Score -1290638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1290644.750000 Penalty: 4745.214844
	Iteration 23Q: 3 clusters Score -1290645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1290651.625000 Penalty: 4745.214844
	Iteration 24Q: 3 clusters Score -1290652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1290651.750000 Penalty: 4745.214844
	Iteration 25Q: 3 clusters Score -1290652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1290654.000000 Penalty: 4745.214844
	Iteration 26Q: 3 clusters Score -1290654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1290658.250000 Penalty: 4745.214844
	Iteration 27Q: 3 clusters Score -1290658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1290658.500000 Penalty: 4745.214844
	Iteration 28Q: 3 clusters Score -1290658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1290664.500000 Penalty: 4745.214844
	Iteration 29Q: 3 clusters Score -1290664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1290668.500000 Penalty: 4745.214844
	Iteration 30Q: 3 clusters Score -1290668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1290674.000000 Penalty: 4745.214844
	Iteration 31Q: 3 clusters Score -1290674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1290687.125000 Penalty: 4745.214844
	Iteration 32Q: 3 clusters Score -1290687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1290686.625000 Penalty: 4745.214844
	Iteration 33Q: 3 clusters Score -1290687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1290685.250000 Penalty: 4745.214844
	Iteration 34Q: 3 clusters Score -1290685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1290687.500000 Penalty: 4745.214844
	Iteration 35Q: 3 clusters Score -1290688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1290692.625000 Penalty: 4745.214844
	Iteration 36Q: 3 clusters Score -1290693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1290694.625000 Penalty: 4745.214844
	Iteration 37Q: 3 clusters Score -1290695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1290698.625000 Penalty: 4745.214844
	Iteration 38Q: 3 clusters Score -1290699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1290699.625000 Penalty: 4745.214844
	Iteration 39Q: 3 clusters Score -1290700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1290701.625000 Penalty: 4745.214844
	Iteration 40F: 3 clusters Score -1290702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1290700.250000 Penalty: 4745.214844
	Iteration 41Q: 3 clusters Score -1290700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1290698.750000 Penalty: 4745.214844
	Iteration 42Q: 3 clusters Score -1290699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1290699.500000 Penalty: 4745.214844
	Iteration 43Q: 3 clusters Score -1290700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1290701.125000 Penalty: 4745.214844
	Iteration 44Q: 3 clusters Score -1290701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1290704.250000 Penalty: 4745.214844
	Iteration 45Q: 3 clusters Score -1290704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1290704.750000 Penalty: 4745.214844
	Iteration 46Q: 3 clusters Score -1290705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1290702.500000 Penalty: 4745.214844
	Iteration 47Q: 3 clusters Score -1290702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1290705.500000 Penalty: 4745.214844
	Iteration 48Q: 3 clusters Score -1290706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1290706.500000 Penalty: 4745.214844
	Iteration 49Q: 3 clusters Score -1290706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1290705.625000 Penalty: 4745.214844
	Iteration 50Q: 3 clusters Score -1290706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1290707.125000 Penalty: 4745.214844
	Iteration 51Q: 3 clusters Score -1290707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1290707.375000 Penalty: 4745.214844
	Iteration 52Q: 3 clusters Score -1290707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1290709.875000 Penalty: 4745.214844
	Iteration 53Q: 3 clusters Score -1290710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1290710.000000 Penalty: 4745.214844
	Iteration 54Q: 3 clusters Score -1290710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1290711.750000 Penalty: 4745.214844
	Iteration 55Q: 3 clusters Score -1290712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1290713.125000 Penalty: 4745.214844
	Iteration 56Q: 3 clusters Score -1290713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1290713.250000 Penalty: 4745.214844
	Iteration 57Q: 3 clusters Score -1290713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1290713.750000 Penalty: 4745.214844
	Iteration 58Q: 3 clusters Score -1290714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1290714.125000 Penalty: 4745.214844
	Iteration 59Q: 3 clusters Score -1290714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1290715.625000 Penalty: 4745.214844
	Iteration 60F: 3 clusters Score -1290716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1290715.500000 Penalty: 4745.214844
	Iteration 61Q: 3 clusters Score -1290716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1290714.875000 Penalty: 4745.214844
	Iteration 62Q: 3 clusters Score -1290715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1290714.875000 Penalty: 4745.214844
	Iteration 63F: 3 clusters Score -1290715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Entering Unmasked Estep 
Score: -4004006.750000 Penalty: 2630.365479
	Iteration 0F: 2 clusters Score -4004007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3976658.250000 Penalty: 5260.730957
	Iteration 0F: 3 clusters Score -3976658 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3987442.000000 Penalty: 5260.730957
	Iteration 1F: 3 clusters Score -3987442 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3988861.750000 Penalty: 5260.730957
	Iteration 2F: 3 clusters Score -3988862 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3990928.750000 Penalty: 5260.730957
	Iteration 3F: 3 clusters Score -3990929 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3993789.500000 Penalty: 5260.730957
	Iteration 4F: 3 clusters Score -3993790 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3997432.250000 Penalty: 5260.730957
	Iteration 5F: 3 clusters Score -3997432 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4002244.500000 Penalty: 5260.730957
	Iteration 6F: 3 clusters Score -4002244 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4008197.500000 Penalty: 5260.730957
	Iteration 7F: 3 clusters Score -4008198 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4013389.500000 Penalty: 5260.730957
	Iteration 8F: 3 clusters Score -4013390 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4015759.000000 Penalty: 5260.730957
	Iteration 9Q: 3 clusters Score -4015759 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4016232.250000 Penalty: 5260.730957
	Iteration 10Q: 3 clusters Score -4016232 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4016379.500000 Penalty: 5260.730957
	Iteration 11Q: 3 clusters Score -4016380 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4016437.250000 Penalty: 5260.730957
	Iteration 12Q: 3 clusters Score -4016437 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -4016470.750000 Penalty: 5260.730957
	Iteration 13Q: 3 clusters Score -4016471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4016472.000000 Penalty: 5260.730957
	Iteration 14Q: 3 clusters Score -4016472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4016479.000000 Penalty: 5260.730957
	Iteration 15Q: 3 clusters Score -4016479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4016491.750000 Penalty: 5260.730957
	Iteration 16Q: 3 clusters Score -4016492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4016496.250000 Penalty: 5260.730957
	Iteration 17Q: 3 clusters Score -4016496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4016494.000000 Penalty: 5260.730957
	Iteration 18Q: 3 clusters Score -4016494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4016495.750000 Penalty: 5260.730957
	Iteration 19Q: 3 clusters Score -4016496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4016497.750000 Penalty: 5260.730957
	Iteration 20F: 3 clusters Score -4016498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4016495.250000 Penalty: 5260.730957
	Iteration 21Q: 3 clusters Score -4016495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4016496.250000 Penalty: 5260.730957
	Iteration 22Q: 3 clusters Score -4016496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4016496.250000 Penalty: 5260.730957
	Iteration 23F: 3 clusters Score -4016496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 17034 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 15123 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 6405 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Entering Unmasked Estep 
Score: -58884128.000000 Penalty: 132408.000000
Splitting cluster 3 changes total score from -58872092.000000 to -58884128.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 4 (7099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Entering Unmasked Estep 
Score: -713529.437500 Penalty: 2199.191895
	Iteration 0F: 2 clusters Score -713529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -707707.375000 Penalty: 4398.383789
	Iteration 0F: 3 clusters Score -707707.4 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -709398.000000 Penalty: 4398.383789
	Iteration 1F: 3 clusters Score -709398 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -709914.000000 Penalty: 4398.383789
	Iteration 2F: 3 clusters Score -709914 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -710664.000000 Penalty: 4398.383789
	Iteration 3F: 3 clusters Score -710664 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -712089.562500 Penalty: 4398.383789
	Iteration 4F: 3 clusters Score -712089.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -714119.875000 Penalty: 4398.383789
	Iteration 5F: 3 clusters Score -714119.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -715325.812500 Penalty: 4398.383789
	Iteration 6F: 3 clusters Score -715325.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -716226.875000 Penalty: 4398.383789
	Iteration 7F: 3 clusters Score -716226.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -716848.375000 Penalty: 4398.383789
	Iteration 8Q: 3 clusters Score -716848.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -716944.250000 Penalty: 4398.383789
	Iteration 9Q: 3 clusters Score -716944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -716949.312500 Penalty: 4398.383789
	Iteration 10Q: 3 clusters Score -716949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -716949.125000 Penalty: 4398.383789
	Iteration 11Q: 3 clusters Score -716949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -716950.250000 Penalty: 4398.383789
	Iteration 12Q: 3 clusters Score -716950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -716950.250000 Penalty: 4398.383789
	Iteration 13F: 3 clusters Score -716950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 17034 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 15123 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 6405 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Entering Unmasked Estep 
Score: -58886444.000000 Penalty: 135718.187500
Splitting cluster 4 changes total score from -58872092.000000 to -58886444.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 5 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -644679.125000 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -644679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -638844.250000 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -638844.2 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -640514.187500 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -640514.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -640835.937500 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -640835.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -641077.500000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -641077.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -641285.500000 Penalty: 4394.526367
	Iteration 4Q: 3 clusters Score -641285.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -641504.562500 Penalty: 4394.526367
	Iteration 5Q: 3 clusters Score -641504.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -641764.500000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -641764.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -641999.750000 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -641999.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -642224.687500 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -642224.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -642406.000000 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -642406 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -642546.562500 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -642546.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -642669.312500 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -642669.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -642784.875000 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -642784.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -642886.000000 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -642886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -642989.625000 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -642989.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -643103.812500 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -643103.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -643204.375000 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -643204.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -643318.375000 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -643318.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -643463.437500 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -643463.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -643597.000000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -643597 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -643682.562500 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -643682.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -643750.937500 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -643750.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -643801.187500 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -643801.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -643837.500000 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -643837.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -643859.375000 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -643859.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -643884.000000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -643884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -643901.312500 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -643901.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -643914.687500 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -643914.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -643927.875000 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -643927.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -643940.250000 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -643940.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -643948.187500 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -643948.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -643952.625000 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -643952.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -643956.375000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -643956.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -643960.750000 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -643960.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -643961.750000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -643961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -643964.687500 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -643964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -643966.687500 Penalty: 4394.526367
	Iteration 36Q: 3 clusters Score -643966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -643967.000000 Penalty: 4394.526367
	Iteration 37Q: 3 clusters Score -643967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -643967.687500 Penalty: 4394.526367
	Iteration 38Q: 3 clusters Score -643967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -643968.562500 Penalty: 4394.526367
	Iteration 39Q: 3 clusters Score -643968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -643970.437500 Penalty: 4394.526367
	Iteration 40F: 3 clusters Score -643970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -643970.125000 Penalty: 4394.526367
	Iteration 41Q: 3 clusters Score -643970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -643970.187500 Penalty: 4394.526367
	Iteration 42Q: 3 clusters Score -643970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -643972.062500 Penalty: 4394.526367
	Iteration 43Q: 3 clusters Score -643972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -643973.750000 Penalty: 4394.526367
	Iteration 44Q: 3 clusters Score -643973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -643972.562500 Penalty: 4394.526367
	Iteration 45Q: 3 clusters Score -643972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -643974.062500 Penalty: 4394.526367
	Iteration 46Q: 3 clusters Score -643974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -643974.437500 Penalty: 4394.526367
	Iteration 47Q: 3 clusters Score -643974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -643974.312500 Penalty: 4394.526367
	Iteration 48Q: 3 clusters Score -643974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -643973.687500 Penalty: 4394.526367
	Iteration 49Q: 3 clusters Score -643973.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -643973.687500 Penalty: 4394.526367
	Iteration 50F: 3 clusters Score -643973.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Entering Unmasked Estep 
Score: -2484939.250000 Penalty: 2517.644287
	Iteration 0F: 2 clusters Score -2484939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2467281.750000 Penalty: 5035.288574
	Iteration 0F: 3 clusters Score -2467282 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2473534.250000 Penalty: 5035.288574
	Iteration 1F: 3 clusters Score -2473534 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2474284.250000 Penalty: 5035.288574
	Iteration 2F: 3 clusters Score -2474284 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2475145.750000 Penalty: 5035.288574
	Iteration 3F: 3 clusters Score -2475146 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2476049.750000 Penalty: 5035.288574
	Iteration 4F: 3 clusters Score -2476050 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2476949.250000 Penalty: 5035.288574
	Iteration 5F: 3 clusters Score -2476949 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2477802.250000 Penalty: 5035.288574
	Iteration 6F: 3 clusters Score -2477802 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2478625.500000 Penalty: 5035.288574
	Iteration 7F: 3 clusters Score -2478626 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2479426.000000 Penalty: 5035.288574
	Iteration 8Q: 3 clusters Score -2479426 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2480163.500000 Penalty: 5035.288574
	Iteration 9Q: 3 clusters Score -2480164 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2480706.500000 Penalty: 5035.288574
	Iteration 10Q: 3 clusters Score -2480706 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2481092.250000 Penalty: 5035.288574
	Iteration 11Q: 3 clusters Score -2481092 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2481360.500000 Penalty: 5035.288574
	Iteration 12Q: 3 clusters Score -2481360 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2481609.500000 Penalty: 5035.288574
	Iteration 13Q: 3 clusters Score -2481610 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2481796.250000 Penalty: 5035.288574
	Iteration 14Q: 3 clusters Score -2481796 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2481998.000000 Penalty: 5035.288574
	Iteration 15Q: 3 clusters Score -2481998 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2482181.500000 Penalty: 5035.288574
	Iteration 16Q: 3 clusters Score -2482182 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2482293.750000 Penalty: 5035.288574
	Iteration 17Q: 3 clusters Score -2482294 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2482357.250000 Penalty: 5035.288574
	Iteration 18Q: 3 clusters Score -2482357 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2482410.250000 Penalty: 5035.288574
	Iteration 19Q: 3 clusters Score -2482410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2482456.500000 Penalty: 5035.288574
	Iteration 20F: 3 clusters Score -2482456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2482489.750000 Penalty: 5035.288574
	Iteration 21Q: 3 clusters Score -2482490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2482506.000000 Penalty: 5035.288574
	Iteration 22Q: 3 clusters Score -2482506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2482519.000000 Penalty: 5035.288574
	Iteration 23Q: 3 clusters Score -2482519 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2482532.000000 Penalty: 5035.288574
	Iteration 24Q: 3 clusters Score -2482532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2482535.250000 Penalty: 5035.288574
	Iteration 25Q: 3 clusters Score -2482535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2482550.000000 Penalty: 5035.288574
	Iteration 26Q: 3 clusters Score -2482550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2482553.750000 Penalty: 5035.288574
	Iteration 27Q: 3 clusters Score -2482554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2482557.500000 Penalty: 5035.288574
	Iteration 28Q: 3 clusters Score -2482558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2482569.500000 Penalty: 5035.288574
	Iteration 29Q: 3 clusters Score -2482570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2482568.750000 Penalty: 5035.288574
	Iteration 30Q: 3 clusters Score -2482569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2482569.000000 Penalty: 5035.288574
	Iteration 31Q: 3 clusters Score -2482569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2482568.250000 Penalty: 5035.288574
	Iteration 32Q: 3 clusters Score -2482568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2482564.250000 Penalty: 5035.288574
	Iteration 33Q: 3 clusters Score -2482564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2482565.750000 Penalty: 5035.288574
	Iteration 34Q: 3 clusters Score -2482566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2482562.500000 Penalty: 5035.288574
	Iteration 35Q: 3 clusters Score -2482562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2482565.500000 Penalty: 5035.288574
	Iteration 36Q: 3 clusters Score -2482566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2482566.250000 Penalty: 5035.288574
	Iteration 37Q: 3 clusters Score -2482566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2482563.250000 Penalty: 5035.288574
	Iteration 38Q: 3 clusters Score -2482563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2482563.500000 Penalty: 5035.288574
	Iteration 39Q: 3 clusters Score -2482564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2482563.500000 Penalty: 5035.288574
	Iteration 40F: 3 clusters Score -2482564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -340803.031250 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -340803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -337078.718750 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -337078.7 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -338002.781250 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -338002.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -338252.000000 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -338252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -338491.468750 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -338491.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -338765.750000 Penalty: 4092.307373
	Iteration 4F: 3 clusters Score -338765.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -339075.218750 Penalty: 4092.307373
	Iteration 5F: 3 clusters Score -339075.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -339409.968750 Penalty: 4092.307373
	Iteration 6F: 3 clusters Score -339410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -339664.593750 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -339664.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -339848.343750 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -339848.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339973.562500 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -339973.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -340049.937500 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -340049.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -340091.062500 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -340091.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -340120.937500 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -340120.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -340140.781250 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -340140.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -340154.031250 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -340154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -340165.062500 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -340165.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -340172.812500 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -340172.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -340181.437500 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -340181.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -340187.093750 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -340187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -340191.437500 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -340191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -340194.343750 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -340194.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -340197.093750 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -340197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -340201.000000 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -340201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -340202.250000 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -340202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -340204.437500 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -340204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -340206.062500 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -340206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -340207.562500 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -340207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -340208.937500 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -340208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -340210.531250 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -340210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -340216.593750 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -340216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -340226.156250 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -340226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -340236.906250 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -340236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -340251.000000 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -340251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -340293.187500 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -340293.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -340382.156250 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -340382.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -340477.593750 Penalty: 4092.307373
	Iteration 35Q: 3 clusters Score -340477.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -340555.531250 Penalty: 4092.307373
	Iteration 36Q: 3 clusters Score -340555.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -340614.593750 Penalty: 4092.307373
	Iteration 37Q: 3 clusters Score -340614.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -340656.406250 Penalty: 4092.307373
	Iteration 38Q: 3 clusters Score -340656.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -340690.406250 Penalty: 4092.307373
	Iteration 39Q: 3 clusters Score -340690.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -340710.500000 Penalty: 4092.307373
	Iteration 40F: 3 clusters Score -340710.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -340719.781250 Penalty: 4092.307373
	Iteration 41Q: 3 clusters Score -340719.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -340726.593750 Penalty: 4092.307373
	Iteration 42Q: 3 clusters Score -340726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -340731.593750 Penalty: 4092.307373
	Iteration 43Q: 3 clusters Score -340731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -340732.218750 Penalty: 4092.307373
	Iteration 44Q: 3 clusters Score -340732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -340734.000000 Penalty: 4092.307373
	Iteration 45Q: 3 clusters Score -340734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -340734.687500 Penalty: 4092.307373
	Iteration 46Q: 3 clusters Score -340734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -340735.468750 Penalty: 4092.307373
	Iteration 47Q: 3 clusters Score -340735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -340736.687500 Penalty: 4092.307373
	Iteration 48Q: 3 clusters Score -340736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -340737.812500 Penalty: 4092.307373
	Iteration 49Q: 3 clusters Score -340737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -340740.281250 Penalty: 4092.307373
	Iteration 50Q: 3 clusters Score -340740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -340740.750000 Penalty: 4092.307373
	Iteration 51Q: 3 clusters Score -340740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -340741.687500 Penalty: 4092.307373
	Iteration 52Q: 3 clusters Score -340741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -340741.687500 Penalty: 4092.307373
	Iteration 53F: 3 clusters Score -340741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -1219550.625000 Penalty: 2347.104004
	Iteration 0F: 2 clusters Score -1219551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1210078.125000 Penalty: 4694.208008
	Iteration 0F: 3 clusters Score -1210078 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1213061.500000 Penalty: 4694.208008
	Iteration 1F: 3 clusters Score -1213062 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1213467.625000 Penalty: 4694.208008
	Iteration 2F: 3 clusters Score -1213468 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1213785.500000 Penalty: 4694.208008
	Iteration 3F: 3 clusters Score -1213786 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1214051.500000 Penalty: 4694.208008
	Iteration 4Q: 3 clusters Score -1214052 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1214321.500000 Penalty: 4694.208008
	Iteration 5Q: 3 clusters Score -1214322 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1214604.375000 Penalty: 4694.208008
	Iteration 6Q: 3 clusters Score -1214604 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1214877.875000 Penalty: 4694.208008
	Iteration 7Q: 3 clusters Score -1214878 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1215178.375000 Penalty: 4694.208008
	Iteration 8Q: 3 clusters Score -1215178 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1215486.000000 Penalty: 4694.208008
	Iteration 9Q: 3 clusters Score -1215486 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1215774.375000 Penalty: 4694.208008
	Iteration 10Q: 3 clusters Score -1215774 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1216027.500000 Penalty: 4694.208008
	Iteration 11Q: 3 clusters Score -1216028 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1216258.625000 Penalty: 4694.208008
	Iteration 12Q: 3 clusters Score -1216259 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1216472.000000 Penalty: 4694.208008
	Iteration 13Q: 3 clusters Score -1216472 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1216673.375000 Penalty: 4694.208008
	Iteration 14Q: 3 clusters Score -1216673 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1216850.500000 Penalty: 4694.208008
	Iteration 15Q: 3 clusters Score -1216850 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1217048.000000 Penalty: 4694.208008
	Iteration 16Q: 3 clusters Score -1217048 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1217262.625000 Penalty: 4694.208008
	Iteration 17Q: 3 clusters Score -1217263 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1217493.500000 Penalty: 4694.208008
	Iteration 18Q: 3 clusters Score -1217494 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1217716.125000 Penalty: 4694.208008
	Iteration 19Q: 3 clusters Score -1217716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1217906.625000 Penalty: 4694.208008
	Iteration 20F: 3 clusters Score -1217907 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1218059.000000 Penalty: 4694.208008
	Iteration 21Q: 3 clusters Score -1218059 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1218167.125000 Penalty: 4694.208008
	Iteration 22Q: 3 clusters Score -1218167 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1218239.750000 Penalty: 4694.208008
	Iteration 23Q: 3 clusters Score -1218240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1218297.000000 Penalty: 4694.208008
	Iteration 24Q: 3 clusters Score -1218297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1218346.750000 Penalty: 4694.208008
	Iteration 25Q: 3 clusters Score -1218347 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1218390.125000 Penalty: 4694.208008
	Iteration 26Q: 3 clusters Score -1218390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1218418.125000 Penalty: 4694.208008
	Iteration 27Q: 3 clusters Score -1218418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1218450.125000 Penalty: 4694.208008
	Iteration 28Q: 3 clusters Score -1218450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1218466.125000 Penalty: 4694.208008
	Iteration 29Q: 3 clusters Score -1218466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1218485.125000 Penalty: 4694.208008
	Iteration 30Q: 3 clusters Score -1218485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1218495.875000 Penalty: 4694.208008
	Iteration 31Q: 3 clusters Score -1218496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1218501.875000 Penalty: 4694.208008
	Iteration 32Q: 3 clusters Score -1218502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1218512.625000 Penalty: 4694.208008
	Iteration 33Q: 3 clusters Score -1218513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1218519.875000 Penalty: 4694.208008
	Iteration 34Q: 3 clusters Score -1218520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1218528.875000 Penalty: 4694.208008
	Iteration 35Q: 3 clusters Score -1218529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1218531.750000 Penalty: 4694.208008
	Iteration 36Q: 3 clusters Score -1218532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1218538.000000 Penalty: 4694.208008
	Iteration 37Q: 3 clusters Score -1218538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1218539.000000 Penalty: 4694.208008
	Iteration 38Q: 3 clusters Score -1218539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1218542.500000 Penalty: 4694.208008
	Iteration 39Q: 3 clusters Score -1218542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1218540.125000 Penalty: 4694.208008
	Iteration 40F: 3 clusters Score -1218540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1218544.875000 Penalty: 4694.208008
	Iteration 41Q: 3 clusters Score -1218545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1218544.625000 Penalty: 4694.208008
	Iteration 42Q: 3 clusters Score -1218545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1218548.500000 Penalty: 4694.208008
	Iteration 43Q: 3 clusters Score -1218548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1218550.125000 Penalty: 4694.208008
	Iteration 44Q: 3 clusters Score -1218550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1218550.000000 Penalty: 4694.208008
	Iteration 45Q: 3 clusters Score -1218550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1218549.125000 Penalty: 4694.208008
	Iteration 46Q: 3 clusters Score -1218549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1218552.625000 Penalty: 4694.208008
	Iteration 47Q: 3 clusters Score -1218553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1218553.625000 Penalty: 4694.208008
	Iteration 48Q: 3 clusters Score -1218554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1218553.375000 Penalty: 4694.208008
	Iteration 49Q: 3 clusters Score -1218553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1218554.250000 Penalty: 4694.208008
	Iteration 50Q: 3 clusters Score -1218554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1218553.375000 Penalty: 4694.208008
	Iteration 51Q: 3 clusters Score -1218553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1218553.375000 Penalty: 4694.208008
	Iteration 52F: 3 clusters Score -1218553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Entering Unmasked Estep 
Score: -775660.437500 Penalty: 2222.990723
	Iteration 0F: 2 clusters Score -775660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -769333.875000 Penalty: 4445.981445
	Iteration 0F: 3 clusters Score -769333.9 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -771007.437500 Penalty: 4445.981445
	Iteration 1F: 3 clusters Score -771007.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -771253.875000 Penalty: 4445.981445
	Iteration 2F: 3 clusters Score -771253.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -771441.687500 Penalty: 4445.981445
	Iteration 3Q: 3 clusters Score -771441.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -771591.875000 Penalty: 4445.981445
	Iteration 4Q: 3 clusters Score -771591.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -771738.250000 Penalty: 4445.981445
	Iteration 5Q: 3 clusters Score -771738.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -771868.125000 Penalty: 4445.981445
	Iteration 6Q: 3 clusters Score -771868.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -771988.500000 Penalty: 4445.981445
	Iteration 7Q: 3 clusters Score -771988.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -772096.937500 Penalty: 4445.981445
	Iteration 8Q: 3 clusters Score -772096.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -772222.125000 Penalty: 4445.981445
	Iteration 9Q: 3 clusters Score -772222.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -772359.312500 Penalty: 4445.981445
	Iteration 10Q: 3 clusters Score -772359.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -772490.750000 Penalty: 4445.981445
	Iteration 11Q: 3 clusters Score -772490.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -772637.437500 Penalty: 4445.981445
	Iteration 12Q: 3 clusters Score -772637.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -772754.125000 Penalty: 4445.981445
	Iteration 13Q: 3 clusters Score -772754.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -772862.500000 Penalty: 4445.981445
	Iteration 14Q: 3 clusters Score -772862.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -772957.937500 Penalty: 4445.981445
	Iteration 15Q: 3 clusters Score -772957.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -773039.750000 Penalty: 4445.981445
	Iteration 16Q: 3 clusters Score -773039.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -773104.375000 Penalty: 4445.981445
	Iteration 17Q: 3 clusters Score -773104.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -773179.625000 Penalty: 4445.981445
	Iteration 18Q: 3 clusters Score -773179.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -773244.312500 Penalty: 4445.981445
	Iteration 19Q: 3 clusters Score -773244.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -773318.500000 Penalty: 4445.981445
	Iteration 20F: 3 clusters Score -773318.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -773375.437500 Penalty: 4445.981445
	Iteration 21Q: 3 clusters Score -773375.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -773423.687500 Penalty: 4445.981445
	Iteration 22Q: 3 clusters Score -773423.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -773461.812500 Penalty: 4445.981445
	Iteration 23Q: 3 clusters Score -773461.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -773485.500000 Penalty: 4445.981445
	Iteration 24Q: 3 clusters Score -773485.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -773501.750000 Penalty: 4445.981445
	Iteration 25Q: 3 clusters Score -773501.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -773518.812500 Penalty: 4445.981445
	Iteration 26Q: 3 clusters Score -773518.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -773541.812500 Penalty: 4445.981445
	Iteration 27Q: 3 clusters Score -773541.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -773556.687500 Penalty: 4445.981445
	Iteration 28Q: 3 clusters Score -773556.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -773577.000000 Penalty: 4445.981445
	Iteration 29Q: 3 clusters Score -773577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -773588.812500 Penalty: 4445.981445
	Iteration 30Q: 3 clusters Score -773588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -773594.437500 Penalty: 4445.981445
	Iteration 31Q: 3 clusters Score -773594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -773598.250000 Penalty: 4445.981445
	Iteration 32Q: 3 clusters Score -773598.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -773605.562500 Penalty: 4445.981445
	Iteration 33Q: 3 clusters Score -773605.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -773609.562500 Penalty: 4445.981445
	Iteration 34Q: 3 clusters Score -773609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -773613.375000 Penalty: 4445.981445
	Iteration 35Q: 3 clusters Score -773613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -773616.750000 Penalty: 4445.981445
	Iteration 36Q: 3 clusters Score -773616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -773619.562500 Penalty: 4445.981445
	Iteration 37Q: 3 clusters Score -773619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -773621.062500 Penalty: 4445.981445
	Iteration 38Q: 3 clusters Score -773621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -773620.937500 Penalty: 4445.981445
	Iteration 39Q: 3 clusters Score -773620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -773626.312500 Penalty: 4445.981445
	Iteration 40F: 3 clusters Score -773626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -773630.312500 Penalty: 4445.981445
	Iteration 41Q: 3 clusters Score -773630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -773631.750000 Penalty: 4445.981445
	Iteration 42Q: 3 clusters Score -773631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -773631.875000 Penalty: 4445.981445
	Iteration 43Q: 3 clusters Score -773631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -773631.875000 Penalty: 4445.981445
	Iteration 44Q: 3 clusters Score -773631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -773632.375000 Penalty: 4445.981445
	Iteration 45Q: 3 clusters Score -773632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -773633.250000 Penalty: 4445.981445
	Iteration 46Q: 3 clusters Score -773633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -773635.000000 Penalty: 4445.981445
	Iteration 47Q: 3 clusters Score -773635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -773635.000000 Penalty: 4445.981445
	Iteration 48F: 3 clusters Score -773635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Entering Unmasked Estep 
Score: -1277609.875000 Penalty: 2356.598389
	Iteration 0F: 2 clusters Score -1277610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1267813.750000 Penalty: 4713.196777
	Iteration 0F: 3 clusters Score -1267814 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1270724.750000 Penalty: 4713.196777
	Iteration 1F: 3 clusters Score -1270725 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1271144.750000 Penalty: 4713.196777
	Iteration 2F: 3 clusters Score -1271145 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1271466.500000 Penalty: 4713.196777
	Iteration 3F: 3 clusters Score -1271466 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1271764.875000 Penalty: 4713.196777
	Iteration 4Q: 3 clusters Score -1271765 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1272041.250000 Penalty: 4713.196777
	Iteration 5Q: 3 clusters Score -1272041 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1272298.750000 Penalty: 4713.196777
	Iteration 6Q: 3 clusters Score -1272299 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1272541.125000 Penalty: 4713.196777
	Iteration 7Q: 3 clusters Score -1272541 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1272777.500000 Penalty: 4713.196777
	Iteration 8Q: 3 clusters Score -1272778 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1273030.125000 Penalty: 4713.196777
	Iteration 9Q: 3 clusters Score -1273030 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1273329.125000 Penalty: 4713.196777
	Iteration 10Q: 3 clusters Score -1273329 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1273621.625000 Penalty: 4713.196777
	Iteration 11Q: 3 clusters Score -1273622 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1273899.125000 Penalty: 4713.196777
	Iteration 12Q: 3 clusters Score -1273899 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1274128.125000 Penalty: 4713.196777
	Iteration 13Q: 3 clusters Score -1274128 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1274331.375000 Penalty: 4713.196777
	Iteration 14Q: 3 clusters Score -1274331 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1274575.250000 Penalty: 4713.196777
	Iteration 15Q: 3 clusters Score -1274575 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1274752.000000 Penalty: 4713.196777
	Iteration 16Q: 3 clusters Score -1274752 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1274905.375000 Penalty: 4713.196777
	Iteration 17Q: 3 clusters Score -1274905 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1275028.750000 Penalty: 4713.196777
	Iteration 18Q: 3 clusters Score -1275029 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1275132.375000 Penalty: 4713.196777
	Iteration 19Q: 3 clusters Score -1275132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1275216.500000 Penalty: 4713.196777
	Iteration 20F: 3 clusters Score -1275216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1275297.625000 Penalty: 4713.196777
	Iteration 21Q: 3 clusters Score -1275298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1275367.875000 Penalty: 4713.196777
	Iteration 22Q: 3 clusters Score -1275368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1275421.250000 Penalty: 4713.196777
	Iteration 23Q: 3 clusters Score -1275421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1275460.000000 Penalty: 4713.196777
	Iteration 24Q: 3 clusters Score -1275460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1275486.750000 Penalty: 4713.196777
	Iteration 25Q: 3 clusters Score -1275487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1275507.125000 Penalty: 4713.196777
	Iteration 26Q: 3 clusters Score -1275507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1275525.000000 Penalty: 4713.196777
	Iteration 27Q: 3 clusters Score -1275525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1275540.125000 Penalty: 4713.196777
	Iteration 28Q: 3 clusters Score -1275540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1275556.750000 Penalty: 4713.196777
	Iteration 29Q: 3 clusters Score -1275557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1275565.625000 Penalty: 4713.196777
	Iteration 30Q: 3 clusters Score -1275566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1275576.625000 Penalty: 4713.196777
	Iteration 31Q: 3 clusters Score -1275577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1275582.250000 Penalty: 4713.196777
	Iteration 32Q: 3 clusters Score -1275582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1275584.125000 Penalty: 4713.196777
	Iteration 33Q: 3 clusters Score -1275584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1275585.625000 Penalty: 4713.196777
	Iteration 34Q: 3 clusters Score -1275586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1275593.375000 Penalty: 4713.196777
	Iteration 35Q: 3 clusters Score -1275593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1275597.750000 Penalty: 4713.196777
	Iteration 36Q: 3 clusters Score -1275598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1275600.375000 Penalty: 4713.196777
	Iteration 37Q: 3 clusters Score -1275600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1275609.000000 Penalty: 4713.196777
	Iteration 38Q: 3 clusters Score -1275609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1275611.875000 Penalty: 4713.196777
	Iteration 39Q: 3 clusters Score -1275612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1275617.125000 Penalty: 4713.196777
	Iteration 40F: 3 clusters Score -1275617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1275617.625000 Penalty: 4713.196777
	Iteration 41Q: 3 clusters Score -1275618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1275621.625000 Penalty: 4713.196777
	Iteration 42Q: 3 clusters Score -1275622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1275624.250000 Penalty: 4713.196777
	Iteration 43Q: 3 clusters Score -1275624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1275622.250000 Penalty: 4713.196777
	Iteration 44Q: 3 clusters Score -1275622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1275621.750000 Penalty: 4713.196777
	Iteration 45Q: 3 clusters Score -1275622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1275625.875000 Penalty: 4713.196777
	Iteration 46Q: 3 clusters Score -1275626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1275625.875000 Penalty: 4713.196777
	Iteration 47Q: 3 clusters Score -1275626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1275625.750000 Penalty: 4713.196777
	Iteration 48Q: 3 clusters Score -1275626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1275626.000000 Penalty: 4713.196777
	Iteration 49Q: 3 clusters Score -1275626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1275626.125000 Penalty: 4713.196777
	Iteration 50Q: 3 clusters Score -1275626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1275625.500000 Penalty: 4713.196777
	Iteration 51Q: 3 clusters Score -1275626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1275625.500000 Penalty: 4713.196777
	Iteration 52F: 3 clusters Score -1275626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -108374.460938 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -108374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -106295.835938 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -106295.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -106646.226562 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -106646.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106748.398438 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -106748.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106785.976562 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -106786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106820.015625 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -106820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106858.585938 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -106858.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106926.968750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -106927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106999.523438 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -106999.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107050.218750 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -107050.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107086.742188 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -107086.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107122.140625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -107122.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107152.343750 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -107152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107175.359375 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -107175.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107208.906250 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -107208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107245.023438 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -107245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107266.820312 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -107266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107284.304688 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -107284.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107302.257812 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -107302.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107328.039062 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -107328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107361.773438 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -107361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107379.312500 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -107379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107399.109375 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -107399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107414.023438 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -107414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107424.570312 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -107424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107437.750000 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -107437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107444.687500 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -107444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107450.492188 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -107450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107450.492188 Penalty: 3509.181641
	Iteration 27F: 3 clusters Score -107450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -226059.046875 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -226059 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 1496 members 
Entering Unmasked Estep 
Score: -222907.781250 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -222907.8 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -223795.390625 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -223795.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -224127.328125 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -224127.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -224399.765625 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -224399.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -224626.109375 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -224626.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -224813.734375 Penalty: 3952.801270
	Iteration 5F: 3 clusters Score -224813.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -224991.656250 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -224991.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -225141.218750 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -225141.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -225251.546875 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -225251.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -225328.765625 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -225328.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -225389.843750 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -225389.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -225439.171875 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -225439.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -225470.906250 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -225470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -225482.796875 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -225482.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -225488.984375 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -225489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -225495.031250 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -225495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -225497.765625 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -225497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -225499.234375 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -225499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -225500.265625 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -225500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -225501.234375 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -225501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -225501.234375 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -225501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -286904.718750 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -286904.7 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 1376 members 
Entering Unmasked Estep 
Score: -283743.093750 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -283743.1 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -284340.593750 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -284340.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284465.781250 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -284465.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -284534.812500 Penalty: 3942.749268
	Iteration 3Q: 3 clusters Score -284534.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -284583.625000 Penalty: 3942.749268
	Iteration 4Q: 3 clusters Score -284583.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -284622.281250 Penalty: 3942.749268
	Iteration 5Q: 3 clusters Score -284622.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -284657.843750 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -284657.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284681.906250 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -284681.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -284703.687500 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -284703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -284723.593750 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -284723.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -284745.625000 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -284745.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -284764.843750 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -284764.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -284781.937500 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -284781.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -284795.406250 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -284795.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -284810.281250 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -284810.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284827.968750 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -284828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -284847.562500 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -284847.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284867.812500 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -284867.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284890.968750 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -284891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -284914.406250 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -284914.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -284943.562500 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -284943.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -284964.125000 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -284964.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -284981.718750 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -284981.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -284999.500000 Penalty: 3942.749268
	Iteration 23Q: 3 clusters Score -284999.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -285020.625000 Penalty: 3942.749268
	Iteration 24Q: 3 clusters Score -285020.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -285043.312500 Penalty: 3942.749268
	Iteration 25Q: 3 clusters Score -285043.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -285056.031250 Penalty: 3942.749268
	Iteration 26Q: 3 clusters Score -285056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -285069.500000 Penalty: 3942.749268
	Iteration 27Q: 3 clusters Score -285069.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -285081.468750 Penalty: 3942.749268
	Iteration 28Q: 3 clusters Score -285081.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -285087.531250 Penalty: 3942.749268
	Iteration 29Q: 3 clusters Score -285087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -285090.968750 Penalty: 3942.749268
	Iteration 30Q: 3 clusters Score -285091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -285095.625000 Penalty: 3942.749268
	Iteration 31Q: 3 clusters Score -285095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -285099.968750 Penalty: 3942.749268
	Iteration 32Q: 3 clusters Score -285100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -285106.312500 Penalty: 3942.749268
	Iteration 33Q: 3 clusters Score -285106.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -285112.062500 Penalty: 3942.749268
	Iteration 34Q: 3 clusters Score -285112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -285116.312500 Penalty: 3942.749268
	Iteration 35Q: 3 clusters Score -285116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -285120.156250 Penalty: 3942.749268
	Iteration 36Q: 3 clusters Score -285120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -285123.343750 Penalty: 3942.749268
	Iteration 37Q: 3 clusters Score -285123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -285128.531250 Penalty: 3942.749268
	Iteration 38Q: 3 clusters Score -285128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -285131.218750 Penalty: 3942.749268
	Iteration 39Q: 3 clusters Score -285131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -285134.562500 Penalty: 3942.749268
	Iteration 40F: 3 clusters Score -285134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -285141.281250 Penalty: 3942.749268
	Iteration 41Q: 3 clusters Score -285141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -285145.562500 Penalty: 3942.749268
	Iteration 42Q: 3 clusters Score -285145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -285149.062500 Penalty: 3942.749268
	Iteration 43Q: 3 clusters Score -285149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -285150.437500 Penalty: 3942.749268
	Iteration 44Q: 3 clusters Score -285150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -285153.062500 Penalty: 3942.749268
	Iteration 45Q: 3 clusters Score -285153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -285153.125000 Penalty: 3942.749268
	Iteration 46Q: 3 clusters Score -285153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -285153.125000 Penalty: 3942.749268
	Iteration 47F: 3 clusters Score -285153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Entering Unmasked Estep 
Score: -1021053.125000 Penalty: 2302.630127
	Iteration 0F: 2 clusters Score -1021053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1012952.187500 Penalty: 4605.260254
	Iteration 0F: 3 clusters Score -1012952 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1015356.687500 Penalty: 4605.260254
	Iteration 1F: 3 clusters Score -1015357 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1015662.125000 Penalty: 4605.260254
	Iteration 2F: 3 clusters Score -1015662 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1015891.625000 Penalty: 4605.260254
	Iteration 3Q: 3 clusters Score -1015892 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1016113.000000 Penalty: 4605.260254
	Iteration 4Q: 3 clusters Score -1016113 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1016338.937500 Penalty: 4605.260254
	Iteration 5Q: 3 clusters Score -1016339 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1016561.687500 Penalty: 4605.260254
	Iteration 6Q: 3 clusters Score -1016562 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1016786.625000 Penalty: 4605.260254
	Iteration 7Q: 3 clusters Score -1016787 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1017015.625000 Penalty: 4605.260254
	Iteration 8Q: 3 clusters Score -1017016 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1017258.625000 Penalty: 4605.260254
	Iteration 9Q: 3 clusters Score -1017259 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1017494.250000 Penalty: 4605.260254
	Iteration 10Q: 3 clusters Score -1017494 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1017749.187500 Penalty: 4605.260254
	Iteration 11Q: 3 clusters Score -1017749 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1017965.312500 Penalty: 4605.260254
	Iteration 12Q: 3 clusters Score -1017965 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1018131.625000 Penalty: 4605.260254
	Iteration 13Q: 3 clusters Score -1018132 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1018263.437500 Penalty: 4605.260254
	Iteration 14Q: 3 clusters Score -1018263 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1018379.187500 Penalty: 4605.260254
	Iteration 15Q: 3 clusters Score -1018379 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1018471.562500 Penalty: 4605.260254
	Iteration 16Q: 3 clusters Score -1018472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1018547.187500 Penalty: 4605.260254
	Iteration 17Q: 3 clusters Score -1018547 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1018607.562500 Penalty: 4605.260254
	Iteration 18Q: 3 clusters Score -1018608 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1018655.250000 Penalty: 4605.260254
	Iteration 19Q: 3 clusters Score -1018655 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1018699.750000 Penalty: 4605.260254
	Iteration 20F: 3 clusters Score -1018700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1018731.437500 Penalty: 4605.260254
	Iteration 21Q: 3 clusters Score -1018731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1018760.562500 Penalty: 4605.260254
	Iteration 22Q: 3 clusters Score -1018761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1018788.187500 Penalty: 4605.260254
	Iteration 23Q: 3 clusters Score -1018788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1018808.062500 Penalty: 4605.260254
	Iteration 24Q: 3 clusters Score -1018808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1018831.500000 Penalty: 4605.260254
	Iteration 25Q: 3 clusters Score -1018832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1018847.125000 Penalty: 4605.260254
	Iteration 26Q: 3 clusters Score -1018847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1018862.812500 Penalty: 4605.260254
	Iteration 27Q: 3 clusters Score -1018863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1018877.875000 Penalty: 4605.260254
	Iteration 28Q: 3 clusters Score -1018878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1018889.750000 Penalty: 4605.260254
	Iteration 29Q: 3 clusters Score -1018890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1018901.312500 Penalty: 4605.260254
	Iteration 30Q: 3 clusters Score -1018901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1018907.625000 Penalty: 4605.260254
	Iteration 31Q: 3 clusters Score -1018908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1018910.875000 Penalty: 4605.260254
	Iteration 32Q: 3 clusters Score -1018911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1018913.750000 Penalty: 4605.260254
	Iteration 33Q: 3 clusters Score -1018914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1018916.187500 Penalty: 4605.260254
	Iteration 34Q: 3 clusters Score -1018916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1018917.500000 Penalty: 4605.260254
	Iteration 35Q: 3 clusters Score -1018918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1018918.562500 Penalty: 4605.260254
	Iteration 36Q: 3 clusters Score -1018919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1018919.500000 Penalty: 4605.260254
	Iteration 37Q: 3 clusters Score -1018920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1018920.250000 Penalty: 4605.260254
	Iteration 38Q: 3 clusters Score -1018920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1018921.000000 Penalty: 4605.260254
	Iteration 39Q: 3 clusters Score -1018921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1018921.000000 Penalty: 4605.260254
	Iteration 40F: 3 clusters Score -1018921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Entering Unmasked Estep 
Score: -6352656.500000 Penalty: 2741.888916
	Iteration 0F: 2 clusters Score -6352656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -6310335.000000 Penalty: 5483.777832
	Iteration 0F: 3 clusters Score -6310335 nChanged 29466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6326767.000000 Penalty: 5483.777832
	Iteration 1F: 3 clusters Score -6326767 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -6327856.500000 Penalty: 5483.777832
	Iteration 2Q: 3 clusters Score -6327856 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6329725.000000 Penalty: 5483.777832
	Iteration 3F: 3 clusters Score -6329725 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6332869.000000 Penalty: 5483.777832
	Iteration 4F: 3 clusters Score -6332869 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -6337340.000000 Penalty: 5483.777832
	Iteration 5F: 3 clusters Score -6337340 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -6341854.500000 Penalty: 5483.777832
	Iteration 6F: 3 clusters Score -6341854 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -6345169.000000 Penalty: 5483.777832
	Iteration 7F: 3 clusters Score -6345169 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6347161.000000 Penalty: 5483.777832
	Iteration 8Q: 3 clusters Score -6347161 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -6348281.000000 Penalty: 5483.777832
	Iteration 9Q: 3 clusters Score -6348281 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6348959.000000 Penalty: 5483.777832
	Iteration 10Q: 3 clusters Score -6348959 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6349359.500000 Penalty: 5483.777832
	Iteration 11Q: 3 clusters Score -6349360 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6349576.500000 Penalty: 5483.777832
	Iteration 12Q: 3 clusters Score -6349576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6349747.500000 Penalty: 5483.777832
	Iteration 13Q: 3 clusters Score -6349748 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6349902.500000 Penalty: 5483.777832
	Iteration 14Q: 3 clusters Score -6349902 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6349994.500000 Penalty: 5483.777832
	Iteration 15Q: 3 clusters Score -6349994 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6350077.000000 Penalty: 5483.777832
	Iteration 16Q: 3 clusters Score -6350077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6350120.500000 Penalty: 5483.777832
	Iteration 17Q: 3 clusters Score -6350120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6350168.500000 Penalty: 5483.777832
	Iteration 18Q: 3 clusters Score -6350168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6350199.000000 Penalty: 5483.777832
	Iteration 19Q: 3 clusters Score -6350199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6350244.500000 Penalty: 5483.777832
	Iteration 20F: 3 clusters Score -6350244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6350282.500000 Penalty: 5483.777832
	Iteration 21Q: 3 clusters Score -6350282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6350298.000000 Penalty: 5483.777832
	Iteration 22Q: 3 clusters Score -6350298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6350304.000000 Penalty: 5483.777832
	Iteration 23Q: 3 clusters Score -6350304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6350339.500000 Penalty: 5483.777832
	Iteration 24Q: 3 clusters Score -6350340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6350363.000000 Penalty: 5483.777832
	Iteration 25Q: 3 clusters Score -6350363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6350359.500000 Penalty: 5483.777832
	Iteration 26Q: 3 clusters Score -6350360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6350359.500000 Penalty: 5483.777832
	Iteration 27Q: 3 clusters Score -6350360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6350381.500000 Penalty: 5483.777832
	Iteration 28Q: 3 clusters Score -6350382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6350388.500000 Penalty: 5483.777832
	Iteration 29Q: 3 clusters Score -6350388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6350392.000000 Penalty: 5483.777832
	Iteration 30Q: 3 clusters Score -6350392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6350391.500000 Penalty: 5483.777832
	Iteration 31Q: 3 clusters Score -6350392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6350407.000000 Penalty: 5483.777832
	Iteration 32Q: 3 clusters Score -6350407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6350402.000000 Penalty: 5483.777832
	Iteration 33Q: 3 clusters Score -6350402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6350400.000000 Penalty: 5483.777832
	Iteration 34Q: 3 clusters Score -6350400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6350407.500000 Penalty: 5483.777832
	Iteration 35Q: 3 clusters Score -6350408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6350407.500000 Penalty: 5483.777832
	Iteration 36Q: 3 clusters Score -6350408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6350410.000000 Penalty: 5483.777832
	Iteration 37Q: 3 clusters Score -6350410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6350422.000000 Penalty: 5483.777832
	Iteration 38Q: 3 clusters Score -6350422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6350417.500000 Penalty: 5483.777832
	Iteration 39Q: 3 clusters Score -6350418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6350417.500000 Penalty: 5483.777832
	Iteration 40F: 3 clusters Score -6350418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6350424.500000 Penalty: 5483.777832
	Iteration 41Q: 3 clusters Score -6350424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6350426.000000 Penalty: 5483.777832
	Iteration 42Q: 3 clusters Score -6350426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6350427.500000 Penalty: 5483.777832
	Iteration 43Q: 3 clusters Score -6350428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6350427.500000 Penalty: 5483.777832
	Iteration 44F: 3 clusters Score -6350428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Entering Unmasked Estep 
Score: -5658389.000000 Penalty: 2712.462402
	Iteration 0F: 2 clusters Score -5658389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5620376.500000 Penalty: 5424.924805
	Iteration 0F: 3 clusters Score -5620376 nChanged 26234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5635404.500000 Penalty: 5424.924805
	Iteration 1F: 3 clusters Score -5635404 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5636397.500000 Penalty: 5424.924805
	Iteration 2Q: 3 clusters Score -5636398 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -5637887.000000 Penalty: 5424.924805
	Iteration 3F: 3 clusters Score -5637887 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5639930.000000 Penalty: 5424.924805
	Iteration 4F: 3 clusters Score -5639930 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -5642263.000000 Penalty: 5424.924805
	Iteration 5F: 3 clusters Score -5642263 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5644636.500000 Penalty: 5424.924805
	Iteration 6F: 3 clusters Score -5644636 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5646919.500000 Penalty: 5424.924805
	Iteration 7F: 3 clusters Score -5646920 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5648829.000000 Penalty: 5424.924805
	Iteration 8F: 3 clusters Score -5648829 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -5650385.000000 Penalty: 5424.924805
	Iteration 9Q: 3 clusters Score -5650385 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -5651640.000000 Penalty: 5424.924805
	Iteration 10Q: 3 clusters Score -5651640 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5652773.500000 Penalty: 5424.924805
	Iteration 11Q: 3 clusters Score -5652774 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5653793.500000 Penalty: 5424.924805
	Iteration 12Q: 3 clusters Score -5653794 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5654631.000000 Penalty: 5424.924805
	Iteration 13Q: 3 clusters Score -5654631 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5655236.500000 Penalty: 5424.924805
	Iteration 14Q: 3 clusters Score -5655236 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5655606.000000 Penalty: 5424.924805
	Iteration 15Q: 3 clusters Score -5655606 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5655892.500000 Penalty: 5424.924805
	Iteration 16Q: 3 clusters Score -5655892 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5656051.000000 Penalty: 5424.924805
	Iteration 17Q: 3 clusters Score -5656051 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5656159.000000 Penalty: 5424.924805
	Iteration 18Q: 3 clusters Score -5656159 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5656236.000000 Penalty: 5424.924805
	Iteration 19Q: 3 clusters Score -5656236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5656319.000000 Penalty: 5424.924805
	Iteration 20F: 3 clusters Score -5656319 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5656362.500000 Penalty: 5424.924805
	Iteration 21Q: 3 clusters Score -5656362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5656380.500000 Penalty: 5424.924805
	Iteration 22Q: 3 clusters Score -5656380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5656417.500000 Penalty: 5424.924805
	Iteration 23Q: 3 clusters Score -5656418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5656448.500000 Penalty: 5424.924805
	Iteration 24Q: 3 clusters Score -5656448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5656453.500000 Penalty: 5424.924805
	Iteration 25Q: 3 clusters Score -5656454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5656476.500000 Penalty: 5424.924805
	Iteration 26Q: 3 clusters Score -5656476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5656492.000000 Penalty: 5424.924805
	Iteration 27Q: 3 clusters Score -5656492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5656502.500000 Penalty: 5424.924805
	Iteration 28Q: 3 clusters Score -5656502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5656514.500000 Penalty: 5424.924805
	Iteration 29Q: 3 clusters Score -5656514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5656527.000000 Penalty: 5424.924805
	Iteration 30Q: 3 clusters Score -5656527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5656533.000000 Penalty: 5424.924805
	Iteration 31Q: 3 clusters Score -5656533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5656545.500000 Penalty: 5424.924805
	Iteration 32Q: 3 clusters Score -5656546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5656555.000000 Penalty: 5424.924805
	Iteration 33Q: 3 clusters Score -5656555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5656559.000000 Penalty: 5424.924805
	Iteration 34Q: 3 clusters Score -5656559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5656568.000000 Penalty: 5424.924805
	Iteration 35Q: 3 clusters Score -5656568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5656566.000000 Penalty: 5424.924805
	Iteration 36Q: 3 clusters Score -5656566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5656566.000000 Penalty: 5424.924805
	Iteration 37F: 3 clusters Score -5656566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -137694.484375 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -137694.5 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 706 members 
Entering Unmasked Estep 
Score: -135443.031250 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -135443 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135832.671875 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -135832.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135923.093750 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -135923.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -135970.484375 Penalty: 3612.590332
	Iteration 3Q: 3 clusters Score -135970.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136008.546875 Penalty: 3612.590332
	Iteration 4Q: 3 clusters Score -136008.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -136035.343750 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -136035.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136050.765625 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -136050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -136068.171875 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -136068.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -136089.000000 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -136089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -136106.125000 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -136106.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136116.796875 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -136116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -136125.578125 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -136125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -136134.015625 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -136134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -136139.937500 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -136139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -136147.390625 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -136147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -136152.765625 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -136152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136157.078125 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -136157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136158.765625 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -136158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -136165.984375 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -136166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -136170.750000 Penalty: 3612.590332
	Iteration 19Q: 3 clusters Score -136170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136172.593750 Penalty: 3612.590332
	Iteration 20F: 3 clusters Score -136172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136173.859375 Penalty: 3612.590332
	Iteration 21Q: 3 clusters Score -136173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136177.140625 Penalty: 3612.590332
	Iteration 22Q: 3 clusters Score -136177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136179.937500 Penalty: 3612.590332
	Iteration 23Q: 3 clusters Score -136179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -136181.156250 Penalty: 3612.590332
	Iteration 24Q: 3 clusters Score -136181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -136181.156250 Penalty: 3612.590332
	Iteration 25F: 3 clusters Score -136181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Entering Unmasked Estep 
Score: -1627094.375000 Penalty: 2416.255615
	Iteration 0F: 2 clusters Score -1627094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1614863.625000 Penalty: 4832.511230
	Iteration 0F: 3 clusters Score -1614864 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1619016.250000 Penalty: 4832.511230
	Iteration 1F: 3 clusters Score -1619016 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1619678.375000 Penalty: 4832.511230
	Iteration 2F: 3 clusters Score -1619678 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1620342.625000 Penalty: 4832.511230
	Iteration 3F: 3 clusters Score -1620343 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1621073.875000 Penalty: 4832.511230
	Iteration 4F: 3 clusters Score -1621074 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1621913.750000 Penalty: 4832.511230
	Iteration 5F: 3 clusters Score -1621914 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1622814.125000 Penalty: 4832.511230
	Iteration 6F: 3 clusters Score -1622814 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1623680.500000 Penalty: 4832.511230
	Iteration 7F: 3 clusters Score -1623680 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1624412.875000 Penalty: 4832.511230
	Iteration 8F: 3 clusters Score -1624413 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1624911.375000 Penalty: 4832.511230
	Iteration 9Q: 3 clusters Score -1624911 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1625263.000000 Penalty: 4832.511230
	Iteration 10Q: 3 clusters Score -1625263 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1625523.125000 Penalty: 4832.511230
	Iteration 11Q: 3 clusters Score -1625523 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1625729.250000 Penalty: 4832.511230
	Iteration 12Q: 3 clusters Score -1625729 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1625894.875000 Penalty: 4832.511230
	Iteration 13Q: 3 clusters Score -1625895 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1626039.125000 Penalty: 4832.511230
	Iteration 14Q: 3 clusters Score -1626039 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1626161.250000 Penalty: 4832.511230
	Iteration 15Q: 3 clusters Score -1626161 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1626259.000000 Penalty: 4832.511230
	Iteration 16Q: 3 clusters Score -1626259 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1626326.750000 Penalty: 4832.511230
	Iteration 17Q: 3 clusters Score -1626327 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1626384.500000 Penalty: 4832.511230
	Iteration 18Q: 3 clusters Score -1626384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1626446.250000 Penalty: 4832.511230
	Iteration 19Q: 3 clusters Score -1626446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1626503.875000 Penalty: 4832.511230
	Iteration 20F: 3 clusters Score -1626504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1626571.375000 Penalty: 4832.511230
	Iteration 21Q: 3 clusters Score -1626571 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1626634.250000 Penalty: 4832.511230
	Iteration 22Q: 3 clusters Score -1626634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1626683.250000 Penalty: 4832.511230
	Iteration 23Q: 3 clusters Score -1626683 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1626746.875000 Penalty: 4832.511230
	Iteration 24Q: 3 clusters Score -1626747 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1626797.000000 Penalty: 4832.511230
	Iteration 25Q: 3 clusters Score -1626797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1626861.500000 Penalty: 4832.511230
	Iteration 26Q: 3 clusters Score -1626862 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1626930.500000 Penalty: 4832.511230
	Iteration 27Q: 3 clusters Score -1626930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1626998.125000 Penalty: 4832.511230
	Iteration 28Q: 3 clusters Score -1626998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1627101.125000 Penalty: 4832.511230
	Iteration 29Q: 3 clusters Score -1627101 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1627208.625000 Penalty: 4832.511230
	Iteration 30Q: 3 clusters Score -1627209 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1627296.875000 Penalty: 4832.511230
	Iteration 31Q: 3 clusters Score -1627297 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1627396.500000 Penalty: 4832.511230
	Iteration 32Q: 3 clusters Score -1627396 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1627481.000000 Penalty: 4832.511230
	Iteration 33Q: 3 clusters Score -1627481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1627569.375000 Penalty: 4832.511230
	Iteration 34Q: 3 clusters Score -1627569 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1627650.000000 Penalty: 4832.511230
	Iteration 35Q: 3 clusters Score -1627650 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1627717.625000 Penalty: 4832.511230
	Iteration 36Q: 3 clusters Score -1627718 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1627794.375000 Penalty: 4832.511230
	Iteration 37Q: 3 clusters Score -1627794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1627840.375000 Penalty: 4832.511230
	Iteration 38Q: 3 clusters Score -1627840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1627872.250000 Penalty: 4832.511230
	Iteration 39Q: 3 clusters Score -1627872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1627899.500000 Penalty: 4832.511230
	Iteration 40F: 3 clusters Score -1627900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1627918.875000 Penalty: 4832.511230
	Iteration 41Q: 3 clusters Score -1627919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1627944.625000 Penalty: 4832.511230
	Iteration 42Q: 3 clusters Score -1627945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1627959.500000 Penalty: 4832.511230
	Iteration 43Q: 3 clusters Score -1627960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1627964.375000 Penalty: 4832.511230
	Iteration 44Q: 3 clusters Score -1627964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1627978.875000 Penalty: 4832.511230
	Iteration 45Q: 3 clusters Score -1627979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1627986.875000 Penalty: 4832.511230
	Iteration 46Q: 3 clusters Score -1627987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1627989.000000 Penalty: 4832.511230
	Iteration 47Q: 3 clusters Score -1627989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1627999.000000 Penalty: 4832.511230
	Iteration 48Q: 3 clusters Score -1627999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1627999.000000 Penalty: 4832.511230
	Iteration 49Q: 3 clusters Score -1627999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1628003.000000 Penalty: 4832.511230
	Iteration 50Q: 3 clusters Score -1628003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1628007.125000 Penalty: 4832.511230
	Iteration 51Q: 3 clusters Score -1628007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1628009.250000 Penalty: 4832.511230
	Iteration 52Q: 3 clusters Score -1628009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1628008.125000 Penalty: 4832.511230
	Iteration 53Q: 3 clusters Score -1628008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1628014.125000 Penalty: 4832.511230
	Iteration 54Q: 3 clusters Score -1628014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1628016.250000 Penalty: 4832.511230
	Iteration 55Q: 3 clusters Score -1628016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1628016.125000 Penalty: 4832.511230
	Iteration 56Q: 3 clusters Score -1628016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1628020.250000 Penalty: 4832.511230
	Iteration 57Q: 3 clusters Score -1628020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1628027.250000 Penalty: 4832.511230
	Iteration 58Q: 3 clusters Score -1628027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1628028.375000 Penalty: 4832.511230
	Iteration 59Q: 3 clusters Score -1628028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1628031.000000 Penalty: 4832.511230
	Iteration 60F: 3 clusters Score -1628031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1628039.875000 Penalty: 4832.511230
	Iteration 61Q: 3 clusters Score -1628040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1628045.250000 Penalty: 4832.511230
	Iteration 62Q: 3 clusters Score -1628045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1628038.625000 Penalty: 4832.511230
	Iteration 63Q: 3 clusters Score -1628039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1628043.500000 Penalty: 4832.511230
	Iteration 64Q: 3 clusters Score -1628044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1628047.500000 Penalty: 4832.511230
	Iteration 65Q: 3 clusters Score -1628048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1628047.250000 Penalty: 4832.511230
	Iteration 66Q: 3 clusters Score -1628047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1628048.250000 Penalty: 4832.511230
	Iteration 67Q: 3 clusters Score -1628048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1628049.125000 Penalty: 4832.511230
	Iteration 68Q: 3 clusters Score -1628049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1628050.375000 Penalty: 4832.511230
	Iteration 69Q: 3 clusters Score -1628050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1628046.500000 Penalty: 4832.511230
	Iteration 70Q: 3 clusters Score -1628046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1628049.875000 Penalty: 4832.511230
	Iteration 71Q: 3 clusters Score -1628050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1628050.500000 Penalty: 4832.511230
	Iteration 72Q: 3 clusters Score -1628050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1628049.250000 Penalty: 4832.511230
	Iteration 73Q: 3 clusters Score -1628049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1628050.000000 Penalty: 4832.511230
	Iteration 74Q: 3 clusters Score -1628050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1628052.500000 Penalty: 4832.511230
	Iteration 75Q: 3 clusters Score -1628052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1628053.125000 Penalty: 4832.511230
	Iteration 76Q: 3 clusters Score -1628053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1628055.500000 Penalty: 4832.511230
	Iteration 77Q: 3 clusters Score -1628056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1628058.875000 Penalty: 4832.511230
	Iteration 78Q: 3 clusters Score -1628059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1628065.250000 Penalty: 4832.511230
	Iteration 79Q: 3 clusters Score -1628065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1628058.625000 Penalty: 4832.511230
	Iteration 80F: 3 clusters Score -1628059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1628066.000000 Penalty: 4832.511230
	Iteration 81Q: 3 clusters Score -1628066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1628065.875000 Penalty: 4832.511230
	Iteration 82Q: 3 clusters Score -1628066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1628065.625000 Penalty: 4832.511230
	Iteration 83Q: 3 clusters Score -1628066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1628066.750000 Penalty: 4832.511230
	Iteration 84Q: 3 clusters Score -1628067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1628069.625000 Penalty: 4832.511230
	Iteration 85Q: 3 clusters Score -1628070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1628082.250000 Penalty: 4832.511230
	Iteration 86Q: 3 clusters Score -1628082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1628082.500000 Penalty: 4832.511230
	Iteration 87Q: 3 clusters Score -1628082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1628082.000000 Penalty: 4832.511230
	Iteration 88Q: 3 clusters Score -1628082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1628087.250000 Penalty: 4832.511230
	Iteration 89Q: 3 clusters Score -1628087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1628089.375000 Penalty: 4832.511230
	Iteration 90Q: 3 clusters Score -1628089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1628099.250000 Penalty: 4832.511230
	Iteration 91Q: 3 clusters Score -1628099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1628102.750000 Penalty: 4832.511230
	Iteration 92Q: 3 clusters Score -1628103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1628114.125000 Penalty: 4832.511230
	Iteration 93Q: 3 clusters Score -1628114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1628117.500000 Penalty: 4832.511230
	Iteration 94Q: 3 clusters Score -1628118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1628123.875000 Penalty: 4832.511230
	Iteration 95Q: 3 clusters Score -1628124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1628131.875000 Penalty: 4832.511230
	Iteration 96Q: 3 clusters Score -1628132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1628132.125000 Penalty: 4832.511230
	Iteration 97Q: 3 clusters Score -1628132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1628136.500000 Penalty: 4832.511230
	Iteration 98Q: 3 clusters Score -1628136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1628141.750000 Penalty: 4832.511230
	Iteration 99Q: 3 clusters Score -1628142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1628147.625000 Penalty: 4832.511230
	Iteration 100F: 3 clusters Score -1628148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1628162.000000 Penalty: 4832.511230
	Iteration 101Q: 3 clusters Score -1628162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1628158.625000 Penalty: 4832.511230
	Iteration 102Q: 3 clusters Score -1628159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1628160.750000 Penalty: 4832.511230
	Iteration 103Q: 3 clusters Score -1628161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1628163.875000 Penalty: 4832.511230
	Iteration 104Q: 3 clusters Score -1628164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1628168.375000 Penalty: 4832.511230
	Iteration 105Q: 3 clusters Score -1628168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1628170.250000 Penalty: 4832.511230
	Iteration 106Q: 3 clusters Score -1628170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1628177.500000 Penalty: 4832.511230
	Iteration 107Q: 3 clusters Score -1628178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1628178.500000 Penalty: 4832.511230
	Iteration 108Q: 3 clusters Score -1628178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1628185.625000 Penalty: 4832.511230
	Iteration 109Q: 3 clusters Score -1628186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1628191.750000 Penalty: 4832.511230
	Iteration 110Q: 3 clusters Score -1628192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1628193.625000 Penalty: 4832.511230
	Iteration 111Q: 3 clusters Score -1628194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1628203.375000 Penalty: 4832.511230
	Iteration 112Q: 3 clusters Score -1628203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1628202.750000 Penalty: 4832.511230
	Iteration 113Q: 3 clusters Score -1628203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1628207.375000 Penalty: 4832.511230
	Iteration 114Q: 3 clusters Score -1628207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1628209.125000 Penalty: 4832.511230
	Iteration 115Q: 3 clusters Score -1628209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1628206.375000 Penalty: 4832.511230
	Iteration 116Q: 3 clusters Score -1628206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1628210.500000 Penalty: 4832.511230
	Iteration 117Q: 3 clusters Score -1628210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1628215.750000 Penalty: 4832.511230
	Iteration 118Q: 3 clusters Score -1628216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1628215.625000 Penalty: 4832.511230
	Iteration 119Q: 3 clusters Score -1628216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1628217.250000 Penalty: 4832.511230
	Iteration 120F: 3 clusters Score -1628217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1628222.000000 Penalty: 4832.511230
	Iteration 121Q: 3 clusters Score -1628222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1628224.875000 Penalty: 4832.511230
	Iteration 122Q: 3 clusters Score -1628225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1628224.625000 Penalty: 4832.511230
	Iteration 123Q: 3 clusters Score -1628225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1628231.750000 Penalty: 4832.511230
	Iteration 124Q: 3 clusters Score -1628232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1628231.750000 Penalty: 4832.511230
	Iteration 125Q: 3 clusters Score -1628232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1628238.375000 Penalty: 4832.511230
	Iteration 126Q: 3 clusters Score -1628238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1628240.875000 Penalty: 4832.511230
	Iteration 127Q: 3 clusters Score -1628241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1628245.000000 Penalty: 4832.511230
	Iteration 128Q: 3 clusters Score -1628245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1628247.375000 Penalty: 4832.511230
	Iteration 129Q: 3 clusters Score -1628247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1628245.500000 Penalty: 4832.511230
	Iteration 130Q: 3 clusters Score -1628246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1628244.750000 Penalty: 4832.511230
	Iteration 131Q: 3 clusters Score -1628245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1628250.875000 Penalty: 4832.511230
	Iteration 132Q: 3 clusters Score -1628251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1628256.625000 Penalty: 4832.511230
	Iteration 133Q: 3 clusters Score -1628257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1628257.875000 Penalty: 4832.511230
	Iteration 134Q: 3 clusters Score -1628258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1628261.625000 Penalty: 4832.511230
	Iteration 135Q: 3 clusters Score -1628262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1628261.750000 Penalty: 4832.511230
	Iteration 136Q: 3 clusters Score -1628262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1628269.000000 Penalty: 4832.511230
	Iteration 137Q: 3 clusters Score -1628269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1628266.125000 Penalty: 4832.511230
	Iteration 138Q: 3 clusters Score -1628266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1628268.875000 Penalty: 4832.511230
	Iteration 139Q: 3 clusters Score -1628269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1628268.125000 Penalty: 4832.511230
	Iteration 140F: 3 clusters Score -1628268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1628271.875000 Penalty: 4832.511230
	Iteration 141Q: 3 clusters Score -1628272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1628273.125000 Penalty: 4832.511230
	Iteration 142Q: 3 clusters Score -1628273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1628271.875000 Penalty: 4832.511230
	Iteration 143Q: 3 clusters Score -1628272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1628271.125000 Penalty: 4832.511230
	Iteration 144Q: 3 clusters Score -1628271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1628273.375000 Penalty: 4832.511230
	Iteration 145Q: 3 clusters Score -1628273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1628275.250000 Penalty: 4832.511230
	Iteration 146Q: 3 clusters Score -1628275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1628277.375000 Penalty: 4832.511230
	Iteration 147Q: 3 clusters Score -1628277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1628277.375000 Penalty: 4832.511230
	Iteration 148F: 3 clusters Score -1628277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 15123 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 6405 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Entering Unmasked Estep 
Score: -58886660.000000 Penalty: 139028.390625
Splitting cluster 18 changes total score from -58872092.000000 to -58886660.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 19 (10752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Entering Unmasked Estep 
Score: -993985.687500 Penalty: 2302.146240
	Iteration 0F: 2 clusters Score -993985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -985850.562500 Penalty: 4604.292480
	Iteration 0F: 3 clusters Score -985850.6 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -988602.250000 Penalty: 4604.292480
	Iteration 1F: 3 clusters Score -988602.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -989327.125000 Penalty: 4604.292480
	Iteration 2F: 3 clusters Score -989327.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -990077.375000 Penalty: 4604.292480
	Iteration 3F: 3 clusters Score -990077.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -990815.250000 Penalty: 4604.292480
	Iteration 4F: 3 clusters Score -990815.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -991434.375000 Penalty: 4604.292480
	Iteration 5F: 3 clusters Score -991434.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -991919.687500 Penalty: 4604.292480
	Iteration 6F: 3 clusters Score -991919.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -992180.187500 Penalty: 4604.292480
	Iteration 7Q: 3 clusters Score -992180.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -992344.000000 Penalty: 4604.292480
	Iteration 8Q: 3 clusters Score -992344 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -992463.937500 Penalty: 4604.292480
	Iteration 9Q: 3 clusters Score -992463.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -992552.062500 Penalty: 4604.292480
	Iteration 10Q: 3 clusters Score -992552.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -992600.000000 Penalty: 4604.292480
	Iteration 11Q: 3 clusters Score -992600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -992631.937500 Penalty: 4604.292480
	Iteration 12Q: 3 clusters Score -992631.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -992649.687500 Penalty: 4604.292480
	Iteration 13Q: 3 clusters Score -992649.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -992661.500000 Penalty: 4604.292480
	Iteration 14Q: 3 clusters Score -992661.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -992673.875000 Penalty: 4604.292480
	Iteration 15Q: 3 clusters Score -992673.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -992680.625000 Penalty: 4604.292480
	Iteration 16Q: 3 clusters Score -992680.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -992689.125000 Penalty: 4604.292480
	Iteration 17Q: 3 clusters Score -992689.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -992695.687500 Penalty: 4604.292480
	Iteration 18Q: 3 clusters Score -992695.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -992701.500000 Penalty: 4604.292480
	Iteration 19Q: 3 clusters Score -992701.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -992714.062500 Penalty: 4604.292480
	Iteration 20F: 3 clusters Score -992714.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -992720.250000 Penalty: 4604.292480
	Iteration 21Q: 3 clusters Score -992720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -992727.312500 Penalty: 4604.292480
	Iteration 22Q: 3 clusters Score -992727.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -992732.875000 Penalty: 4604.292480
	Iteration 23Q: 3 clusters Score -992732.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -992735.750000 Penalty: 4604.292480
	Iteration 24Q: 3 clusters Score -992735.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -992743.062500 Penalty: 4604.292480
	Iteration 25Q: 3 clusters Score -992743.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -992744.625000 Penalty: 4604.292480
	Iteration 26Q: 3 clusters Score -992744.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -992748.500000 Penalty: 4604.292480
	Iteration 27Q: 3 clusters Score -992748.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -992753.437500 Penalty: 4604.292480
	Iteration 28Q: 3 clusters Score -992753.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -992760.625000 Penalty: 4604.292480
	Iteration 29Q: 3 clusters Score -992760.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -992764.562500 Penalty: 4604.292480
	Iteration 30Q: 3 clusters Score -992764.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -992772.125000 Penalty: 4604.292480
	Iteration 31Q: 3 clusters Score -992772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -992774.187500 Penalty: 4604.292480
	Iteration 32Q: 3 clusters Score -992774.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -992773.812500 Penalty: 4604.292480
	Iteration 33Q: 3 clusters Score -992773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -992772.437500 Penalty: 4604.292480
	Iteration 34Q: 3 clusters Score -992772.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -992777.375000 Penalty: 4604.292480
	Iteration 35Q: 3 clusters Score -992777.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -992783.500000 Penalty: 4604.292480
	Iteration 36Q: 3 clusters Score -992783.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -992786.437500 Penalty: 4604.292480
	Iteration 37Q: 3 clusters Score -992786.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -992792.750000 Penalty: 4604.292480
	Iteration 38Q: 3 clusters Score -992792.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -992795.937500 Penalty: 4604.292480
	Iteration 39Q: 3 clusters Score -992795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -992800.625000 Penalty: 4604.292480
	Iteration 40F: 3 clusters Score -992800.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -992805.812500 Penalty: 4604.292480
	Iteration 41Q: 3 clusters Score -992805.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -992811.062500 Penalty: 4604.292480
	Iteration 42Q: 3 clusters Score -992811.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -992820.250000 Penalty: 4604.292480
	Iteration 43Q: 3 clusters Score -992820.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -992830.625000 Penalty: 4604.292480
	Iteration 44Q: 3 clusters Score -992830.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -992837.875000 Penalty: 4604.292480
	Iteration 45Q: 3 clusters Score -992837.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -992846.687500 Penalty: 4604.292480
	Iteration 46Q: 3 clusters Score -992846.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -992854.562500 Penalty: 4604.292480
	Iteration 47Q: 3 clusters Score -992854.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -992865.750000 Penalty: 4604.292480
	Iteration 48Q: 3 clusters Score -992865.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -992875.625000 Penalty: 4604.292480
	Iteration 49Q: 3 clusters Score -992875.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -992890.250000 Penalty: 4604.292480
	Iteration 50Q: 3 clusters Score -992890.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -992908.500000 Penalty: 4604.292480
	Iteration 51Q: 3 clusters Score -992908.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -992921.187500 Penalty: 4604.292480
	Iteration 52Q: 3 clusters Score -992921.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -992932.000000 Penalty: 4604.292480
	Iteration 53Q: 3 clusters Score -992932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -992943.062500 Penalty: 4604.292480
	Iteration 54Q: 3 clusters Score -992943.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -992955.562500 Penalty: 4604.292480
	Iteration 55Q: 3 clusters Score -992955.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -992965.875000 Penalty: 4604.292480
	Iteration 56Q: 3 clusters Score -992965.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -992976.125000 Penalty: 4604.292480
	Iteration 57Q: 3 clusters Score -992976.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -992992.750000 Penalty: 4604.292480
	Iteration 58Q: 3 clusters Score -992992.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -993009.750000 Penalty: 4604.292480
	Iteration 59Q: 3 clusters Score -993009.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -993023.312500 Penalty: 4604.292480
	Iteration 60F: 3 clusters Score -993023.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -993032.312500 Penalty: 4604.292480
	Iteration 61Q: 3 clusters Score -993032.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -993041.062500 Penalty: 4604.292480
	Iteration 62Q: 3 clusters Score -993041.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -993051.187500 Penalty: 4604.292480
	Iteration 63Q: 3 clusters Score -993051.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -993062.750000 Penalty: 4604.292480
	Iteration 64Q: 3 clusters Score -993062.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -993069.312500 Penalty: 4604.292480
	Iteration 65Q: 3 clusters Score -993069.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -993074.312500 Penalty: 4604.292480
	Iteration 66Q: 3 clusters Score -993074.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -993078.937500 Penalty: 4604.292480
	Iteration 67Q: 3 clusters Score -993078.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -993083.125000 Penalty: 4604.292480
	Iteration 68Q: 3 clusters Score -993083.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -993089.250000 Penalty: 4604.292480
	Iteration 69Q: 3 clusters Score -993089.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -993097.125000 Penalty: 4604.292480
	Iteration 70Q: 3 clusters Score -993097.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -993100.437500 Penalty: 4604.292480
	Iteration 71Q: 3 clusters Score -993100.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -993102.375000 Penalty: 4604.292480
	Iteration 72Q: 3 clusters Score -993102.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -993107.500000 Penalty: 4604.292480
	Iteration 73Q: 3 clusters Score -993107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -993111.812500 Penalty: 4604.292480
	Iteration 74Q: 3 clusters Score -993111.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -993116.750000 Penalty: 4604.292480
	Iteration 75Q: 3 clusters Score -993116.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -993116.937500 Penalty: 4604.292480
	Iteration 76Q: 3 clusters Score -993116.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -993120.375000 Penalty: 4604.292480
	Iteration 77Q: 3 clusters Score -993120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -993122.687500 Penalty: 4604.292480
	Iteration 78Q: 3 clusters Score -993122.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -993128.500000 Penalty: 4604.292480
	Iteration 79Q: 3 clusters Score -993128.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -993132.000000 Penalty: 4604.292480
	Iteration 80F: 3 clusters Score -993132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -993136.812500 Penalty: 4604.292480
	Iteration 81Q: 3 clusters Score -993136.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -993138.750000 Penalty: 4604.292480
	Iteration 82Q: 3 clusters Score -993138.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -993145.625000 Penalty: 4604.292480
	Iteration 83Q: 3 clusters Score -993145.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -993147.437500 Penalty: 4604.292480
	Iteration 84Q: 3 clusters Score -993147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -993155.250000 Penalty: 4604.292480
	Iteration 85Q: 3 clusters Score -993155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -993156.250000 Penalty: 4604.292480
	Iteration 86Q: 3 clusters Score -993156.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -993160.875000 Penalty: 4604.292480
	Iteration 87Q: 3 clusters Score -993160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -993162.125000 Penalty: 4604.292480
	Iteration 88Q: 3 clusters Score -993162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -993162.250000 Penalty: 4604.292480
	Iteration 89Q: 3 clusters Score -993162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -993165.000000 Penalty: 4604.292480
	Iteration 90Q: 3 clusters Score -993165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -993166.687500 Penalty: 4604.292480
	Iteration 91Q: 3 clusters Score -993166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -993164.437500 Penalty: 4604.292480
	Iteration 92Q: 3 clusters Score -993164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -993165.687500 Penalty: 4604.292480
	Iteration 93Q: 3 clusters Score -993165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -993168.375000 Penalty: 4604.292480
	Iteration 94Q: 3 clusters Score -993168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -993169.000000 Penalty: 4604.292480
	Iteration 95Q: 3 clusters Score -993169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -993169.687500 Penalty: 4604.292480
	Iteration 96Q: 3 clusters Score -993169.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -993172.187500 Penalty: 4604.292480
	Iteration 97Q: 3 clusters Score -993172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -993173.375000 Penalty: 4604.292480
	Iteration 98Q: 3 clusters Score -993173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -993175.187500 Penalty: 4604.292480
	Iteration 99Q: 3 clusters Score -993175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -993176.812500 Penalty: 4604.292480
	Iteration 100F: 3 clusters Score -993176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -993175.875000 Penalty: 4604.292480
	Iteration 101Q: 3 clusters Score -993175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -993176.875000 Penalty: 4604.292480
	Iteration 102Q: 3 clusters Score -993176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -993177.312500 Penalty: 4604.292480
	Iteration 103Q: 3 clusters Score -993177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -993176.875000 Penalty: 4604.292480
	Iteration 104Q: 3 clusters Score -993176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -993176.000000 Penalty: 4604.292480
	Iteration 105Q: 3 clusters Score -993176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -993179.875000 Penalty: 4604.292480
	Iteration 106Q: 3 clusters Score -993179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -993180.000000 Penalty: 4604.292480
	Iteration 107Q: 3 clusters Score -993180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -993183.187500 Penalty: 4604.292480
	Iteration 108Q: 3 clusters Score -993183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -993183.062500 Penalty: 4604.292480
	Iteration 109Q: 3 clusters Score -993183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -993185.062500 Penalty: 4604.292480
	Iteration 110Q: 3 clusters Score -993185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -993180.937500 Penalty: 4604.292480
	Iteration 111Q: 3 clusters Score -993180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -993189.000000 Penalty: 4604.292480
	Iteration 112Q: 3 clusters Score -993189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -993191.562500 Penalty: 4604.292480
	Iteration 113Q: 3 clusters Score -993191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -993195.375000 Penalty: 4604.292480
	Iteration 114Q: 3 clusters Score -993195.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -993198.500000 Penalty: 4604.292480
	Iteration 115Q: 3 clusters Score -993198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -993199.062500 Penalty: 4604.292480
	Iteration 116Q: 3 clusters Score -993199.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -993204.875000 Penalty: 4604.292480
	Iteration 117Q: 3 clusters Score -993204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -993206.437500 Penalty: 4604.292480
	Iteration 118Q: 3 clusters Score -993206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -993204.125000 Penalty: 4604.292480
	Iteration 119Q: 3 clusters Score -993204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -993210.187500 Penalty: 4604.292480
	Iteration 120F: 3 clusters Score -993210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -993209.937500 Penalty: 4604.292480
	Iteration 121Q: 3 clusters Score -993209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -993208.687500 Penalty: 4604.292480
	Iteration 122Q: 3 clusters Score -993208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -993209.937500 Penalty: 4604.292480
	Iteration 123Q: 3 clusters Score -993209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -993210.000000 Penalty: 4604.292480
	Iteration 124Q: 3 clusters Score -993210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -993208.937500 Penalty: 4604.292480
	Iteration 125Q: 3 clusters Score -993208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -993209.250000 Penalty: 4604.292480
	Iteration 126Q: 3 clusters Score -993209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -993209.000000 Penalty: 4604.292480
	Iteration 127Q: 3 clusters Score -993209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -993209.312500 Penalty: 4604.292480
	Iteration 128Q: 3 clusters Score -993209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -993210.125000 Penalty: 4604.292480
	Iteration 129Q: 3 clusters Score -993210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -993210.000000 Penalty: 4604.292480
	Iteration 130Q: 3 clusters Score -993210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -993210.000000 Penalty: 4604.292480
	Iteration 131F: 3 clusters Score -993210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Entering Unmasked Estep 
Score: -4577350.000000 Penalty: 2667.373535
	Iteration 0F: 2 clusters Score -4577350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -4545688.500000 Penalty: 5334.747070
	Iteration 0F: 3 clusters Score -4545688 nChanged 21650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4557705.500000 Penalty: 5334.747070
	Iteration 1F: 3 clusters Score -4557706 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4558699.500000 Penalty: 5334.747070
	Iteration 2F: 3 clusters Score -4558700 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4559975.000000 Penalty: 5334.747070
	Iteration 3F: 3 clusters Score -4559975 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4561830.500000 Penalty: 5334.747070
	Iteration 4F: 3 clusters Score -4561830 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4564116.500000 Penalty: 5334.747070
	Iteration 5F: 3 clusters Score -4564116 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4566442.500000 Penalty: 5334.747070
	Iteration 6F: 3 clusters Score -4566442 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4568410.500000 Penalty: 5334.747070
	Iteration 7F: 3 clusters Score -4568410 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4569876.000000 Penalty: 5334.747070
	Iteration 8F: 3 clusters Score -4569876 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4570914.000000 Penalty: 5334.747070
	Iteration 9Q: 3 clusters Score -4570914 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4571646.000000 Penalty: 5334.747070
	Iteration 10Q: 3 clusters Score -4571646 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4572183.500000 Penalty: 5334.747070
	Iteration 11Q: 3 clusters Score -4572184 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4572579.000000 Penalty: 5334.747070
	Iteration 12Q: 3 clusters Score -4572579 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4572885.000000 Penalty: 5334.747070
	Iteration 13Q: 3 clusters Score -4572885 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4573168.000000 Penalty: 5334.747070
	Iteration 14Q: 3 clusters Score -4573168 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4573398.000000 Penalty: 5334.747070
	Iteration 15Q: 3 clusters Score -4573398 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4573634.000000 Penalty: 5334.747070
	Iteration 16Q: 3 clusters Score -4573634 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4573873.500000 Penalty: 5334.747070
	Iteration 17Q: 3 clusters Score -4573874 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4574079.000000 Penalty: 5334.747070
	Iteration 18Q: 3 clusters Score -4574079 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4574256.500000 Penalty: 5334.747070
	Iteration 19Q: 3 clusters Score -4574256 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4574435.500000 Penalty: 5334.747070
	Iteration 20F: 3 clusters Score -4574436 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4574633.500000 Penalty: 5334.747070
	Iteration 21Q: 3 clusters Score -4574634 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4574793.500000 Penalty: 5334.747070
	Iteration 22Q: 3 clusters Score -4574794 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4574947.000000 Penalty: 5334.747070
	Iteration 23Q: 3 clusters Score -4574947 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4575110.000000 Penalty: 5334.747070
	Iteration 24Q: 3 clusters Score -4575110 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4575288.000000 Penalty: 5334.747070
	Iteration 25Q: 3 clusters Score -4575288 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4575423.000000 Penalty: 5334.747070
	Iteration 26Q: 3 clusters Score -4575423 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -4575603.000000 Penalty: 5334.747070
	Iteration 27Q: 3 clusters Score -4575603 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4575710.000000 Penalty: 5334.747070
	Iteration 28Q: 3 clusters Score -4575710 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4575851.500000 Penalty: 5334.747070
	Iteration 29Q: 3 clusters Score -4575852 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -4575968.000000 Penalty: 5334.747070
	Iteration 30Q: 3 clusters Score -4575968 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -4576085.500000 Penalty: 5334.747070
	Iteration 31Q: 3 clusters Score -4576086 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4576194.500000 Penalty: 5334.747070
	Iteration 32Q: 3 clusters Score -4576194 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4576308.500000 Penalty: 5334.747070
	Iteration 33Q: 3 clusters Score -4576308 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4576422.000000 Penalty: 5334.747070
	Iteration 34Q: 3 clusters Score -4576422 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4576494.500000 Penalty: 5334.747070
	Iteration 35Q: 3 clusters Score -4576494 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4576559.000000 Penalty: 5334.747070
	Iteration 36Q: 3 clusters Score -4576559 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4576614.000000 Penalty: 5334.747070
	Iteration 37Q: 3 clusters Score -4576614 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4576656.500000 Penalty: 5334.747070
	Iteration 38Q: 3 clusters Score -4576656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4576697.000000 Penalty: 5334.747070
	Iteration 39Q: 3 clusters Score -4576697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4576708.000000 Penalty: 5334.747070
	Iteration 40F: 3 clusters Score -4576708 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4576726.000000 Penalty: 5334.747070
	Iteration 41Q: 3 clusters Score -4576726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4576758.000000 Penalty: 5334.747070
	Iteration 42Q: 3 clusters Score -4576758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4576794.500000 Penalty: 5334.747070
	Iteration 43Q: 3 clusters Score -4576794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4576811.500000 Penalty: 5334.747070
	Iteration 44Q: 3 clusters Score -4576812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4576833.000000 Penalty: 5334.747070
	Iteration 45Q: 3 clusters Score -4576833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4576846.500000 Penalty: 5334.747070
	Iteration 46Q: 3 clusters Score -4576846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4576861.500000 Penalty: 5334.747070
	Iteration 47Q: 3 clusters Score -4576862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4576857.500000 Penalty: 5334.747070
	Iteration 48Q: 3 clusters Score -4576858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4576866.500000 Penalty: 5334.747070
	Iteration 49Q: 3 clusters Score -4576866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4576856.500000 Penalty: 5334.747070
	Iteration 50Q: 3 clusters Score -4576856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4576865.500000 Penalty: 5334.747070
	Iteration 51Q: 3 clusters Score -4576866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4576851.500000 Penalty: 5334.747070
	Iteration 52Q: 3 clusters Score -4576852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4576858.500000 Penalty: 5334.747070
	Iteration 53Q: 3 clusters Score -4576858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4576859.500000 Penalty: 5334.747070
	Iteration 54Q: 3 clusters Score -4576860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4576864.500000 Penalty: 5334.747070
	Iteration 55Q: 3 clusters Score -4576864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4576873.500000 Penalty: 5334.747070
	Iteration 56Q: 3 clusters Score -4576874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4576872.500000 Penalty: 5334.747070
	Iteration 57Q: 3 clusters Score -4576872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4576875.500000 Penalty: 5334.747070
	Iteration 58Q: 3 clusters Score -4576876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4576872.500000 Penalty: 5334.747070
	Iteration 59Q: 3 clusters Score -4576872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4576862.000000 Penalty: 5334.747070
	Iteration 60F: 3 clusters Score -4576862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4576860.000000 Penalty: 5334.747070
	Iteration 61Q: 3 clusters Score -4576860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4576862.000000 Penalty: 5334.747070
	Iteration 62Q: 3 clusters Score -4576862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4576867.500000 Penalty: 5334.747070
	Iteration 63Q: 3 clusters Score -4576868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4576871.000000 Penalty: 5334.747070
	Iteration 64Q: 3 clusters Score -4576871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4576871.000000 Penalty: 5334.747070
	Iteration 65F: 3 clusters Score -4576871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -186786.390625 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -186786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -184154.703125 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -184154.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -184746.062500 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -184746.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -184970.250000 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -184970.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -185190.343750 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -185190.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -185392.468750 Penalty: 3804.995117
	Iteration 4F: 3 clusters Score -185392.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -185632.828125 Penalty: 3804.995117
	Iteration 5F: 3 clusters Score -185632.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -185855.156250 Penalty: 3804.995117
	Iteration 6F: 3 clusters Score -185855.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186000.312500 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -186000.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -186102.828125 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -186102.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -186150.453125 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -186150.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -186181.437500 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -186181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -186225.593750 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -186225.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186265.000000 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -186265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -186291.218750 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -186291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -186308.125000 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -186308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186313.500000 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -186313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -186315.828125 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -186315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -186318.812500 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -186318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -186320.421875 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -186320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -186320.312500 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -186320.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -186320.312500 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -186320.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -613665.125000 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -613665.1 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 3270 members 
Entering Unmasked Estep 
Score: -608133.125000 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -608133.1 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -609593.375000 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -609593.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -609866.625000 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -609866.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -610072.375000 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -610072.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -610227.687500 Penalty: 4361.255371
	Iteration 4Q: 3 clusters Score -610227.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -610387.125000 Penalty: 4361.255371
	Iteration 5Q: 3 clusters Score -610387.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -610551.625000 Penalty: 4361.255371
	Iteration 6Q: 3 clusters Score -610551.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -610741.687500 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -610741.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -610950.312500 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -610950.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -611149.125000 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -611149.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -611360.875000 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -611360.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -611560.750000 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -611560.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -611715.250000 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -611715.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -611805.937500 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -611805.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -611858.687500 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -611858.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -611900.625000 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -611900.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -611929.500000 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -611929.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -611948.812500 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -611948.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -611967.250000 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -611967.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -611979.250000 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -611979.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -611987.937500 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -611987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -611992.312500 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -611992.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -611999.437500 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -611999.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -612010.187500 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -612010.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -612018.187500 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -612018.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -612021.250000 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -612021.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -612024.812500 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -612024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -612028.125000 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -612028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -612029.562500 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -612029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -612031.937500 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -612031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -612034.937500 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -612034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -612035.500000 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -612035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -612036.875000 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -612036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -612038.250000 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -612038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -612039.750000 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -612039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -612040.125000 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -612040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -612039.125000 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -612039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -612040.375000 Penalty: 4361.255371
	Iteration 37Q: 3 clusters Score -612040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -612043.312500 Penalty: 4361.255371
	Iteration 38Q: 3 clusters Score -612043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -612044.875000 Penalty: 4361.255371
	Iteration 39Q: 3 clusters Score -612044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -612046.437500 Penalty: 4361.255371
	Iteration 40F: 3 clusters Score -612046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -612047.437500 Penalty: 4361.255371
	Iteration 41Q: 3 clusters Score -612047.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -612050.500000 Penalty: 4361.255371
	Iteration 42Q: 3 clusters Score -612050.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -612053.125000 Penalty: 4361.255371
	Iteration 43Q: 3 clusters Score -612053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -612053.187500 Penalty: 4361.255371
	Iteration 44Q: 3 clusters Score -612053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -612056.812500 Penalty: 4361.255371
	Iteration 45Q: 3 clusters Score -612056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -612058.437500 Penalty: 4361.255371
	Iteration 46Q: 3 clusters Score -612058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -612058.437500 Penalty: 4361.255371
	Iteration 47F: 3 clusters Score -612058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Entering Unmasked Estep 
Score: -456512.750000 Penalty: 2107.607666
	Iteration 0F: 2 clusters Score -456512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -452021.937500 Penalty: 4215.215332
	Iteration 0F: 3 clusters Score -452021.9 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -453085.718750 Penalty: 4215.215332
	Iteration 1F: 3 clusters Score -453085.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -453296.781250 Penalty: 4215.215332
	Iteration 2F: 3 clusters Score -453296.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -453425.000000 Penalty: 4215.215332
	Iteration 3Q: 3 clusters Score -453425 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -453554.843750 Penalty: 4215.215332
	Iteration 4Q: 3 clusters Score -453554.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -453662.656250 Penalty: 4215.215332
	Iteration 5Q: 3 clusters Score -453662.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -453780.156250 Penalty: 4215.215332
	Iteration 6Q: 3 clusters Score -453780.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -453897.906250 Penalty: 4215.215332
	Iteration 7Q: 3 clusters Score -453897.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -454038.312500 Penalty: 4215.215332
	Iteration 8Q: 3 clusters Score -454038.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -454176.593750 Penalty: 4215.215332
	Iteration 9Q: 3 clusters Score -454176.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -454285.531250 Penalty: 4215.215332
	Iteration 10Q: 3 clusters Score -454285.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -454395.906250 Penalty: 4215.215332
	Iteration 11Q: 3 clusters Score -454395.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -454497.843750 Penalty: 4215.215332
	Iteration 12Q: 3 clusters Score -454497.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -454589.625000 Penalty: 4215.215332
	Iteration 13Q: 3 clusters Score -454589.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -454707.406250 Penalty: 4215.215332
	Iteration 14Q: 3 clusters Score -454707.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -454825.687500 Penalty: 4215.215332
	Iteration 15Q: 3 clusters Score -454825.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -454937.406250 Penalty: 4215.215332
	Iteration 16Q: 3 clusters Score -454937.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -455015.843750 Penalty: 4215.215332
	Iteration 17Q: 3 clusters Score -455015.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455074.281250 Penalty: 4215.215332
	Iteration 18Q: 3 clusters Score -455074.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -455116.593750 Penalty: 4215.215332
	Iteration 19Q: 3 clusters Score -455116.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -455143.031250 Penalty: 4215.215332
	Iteration 20F: 3 clusters Score -455143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455154.656250 Penalty: 4215.215332
	Iteration 21Q: 3 clusters Score -455154.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -455166.250000 Penalty: 4215.215332
	Iteration 22Q: 3 clusters Score -455166.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -455179.093750 Penalty: 4215.215332
	Iteration 23Q: 3 clusters Score -455179.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -455185.656250 Penalty: 4215.215332
	Iteration 24Q: 3 clusters Score -455185.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -455190.437500 Penalty: 4215.215332
	Iteration 25Q: 3 clusters Score -455190.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -455194.812500 Penalty: 4215.215332
	Iteration 26Q: 3 clusters Score -455194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -455198.500000 Penalty: 4215.215332
	Iteration 27Q: 3 clusters Score -455198.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -455201.031250 Penalty: 4215.215332
	Iteration 28Q: 3 clusters Score -455201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -455203.468750 Penalty: 4215.215332
	Iteration 29Q: 3 clusters Score -455203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455204.093750 Penalty: 4215.215332
	Iteration 30Q: 3 clusters Score -455204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -455204.812500 Penalty: 4215.215332
	Iteration 31Q: 3 clusters Score -455204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -455205.218750 Penalty: 4215.215332
	Iteration 32Q: 3 clusters Score -455205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455206.031250 Penalty: 4215.215332
	Iteration 33Q: 3 clusters Score -455206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -455207.250000 Penalty: 4215.215332
	Iteration 34Q: 3 clusters Score -455207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455206.500000 Penalty: 4215.215332
	Iteration 35Q: 3 clusters Score -455206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455208.875000 Penalty: 4215.215332
	Iteration 36Q: 3 clusters Score -455208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455208.875000 Penalty: 4215.215332
	Iteration 37F: 3 clusters Score -455208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (103591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Entering Unmasked Estep 
Score: -10068579.000000 Penalty: 2863.954834
	Iteration 0F: 2 clusters Score -1.006858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -9999480.000000 Penalty: 5727.909668
	Iteration 0F: 3 clusters Score -9999480 nChanged 49055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -10028427.000000 Penalty: 5727.909668
	Iteration 1F: 3 clusters Score -1.002843e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -10030801.000000 Penalty: 5727.909668
	Iteration 2Q: 3 clusters Score -1.00308e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -10034319.000000 Penalty: 5727.909668
	Iteration 3F: 3 clusters Score -1.003432e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -10039058.000000 Penalty: 5727.909668
	Iteration 4F: 3 clusters Score -1.003906e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -10044312.000000 Penalty: 5727.909668
	Iteration 5F: 3 clusters Score -1.004431e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -10048826.000000 Penalty: 5727.909668
	Iteration 6F: 3 clusters Score -1.004883e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -10052402.000000 Penalty: 5727.909668
	Iteration 7F: 3 clusters Score -1.00524e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -10055118.000000 Penalty: 5727.909668
	Iteration 8Q: 3 clusters Score -1.005512e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -10057564.000000 Penalty: 5727.909668
	Iteration 9Q: 3 clusters Score -1.005756e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -10059887.000000 Penalty: 5727.909668
	Iteration 10Q: 3 clusters Score -1.005989e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -10061977.000000 Penalty: 5727.909668
	Iteration 11Q: 3 clusters Score -1.006198e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -10063601.000000 Penalty: 5727.909668
	Iteration 12Q: 3 clusters Score -1.00636e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10064635.000000 Penalty: 5727.909668
	Iteration 13Q: 3 clusters Score -1.006464e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10065302.000000 Penalty: 5727.909668
	Iteration 14Q: 3 clusters Score -1.00653e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10065703.000000 Penalty: 5727.909668
	Iteration 15Q: 3 clusters Score -1.00657e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10065962.000000 Penalty: 5727.909668
	Iteration 16Q: 3 clusters Score -1.006596e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10066154.000000 Penalty: 5727.909668
	Iteration 17Q: 3 clusters Score -1.006615e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10066221.000000 Penalty: 5727.909668
	Iteration 18Q: 3 clusters Score -1.006622e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102434 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10066238.000000 Penalty: 5727.909668
	Iteration 19Q: 3 clusters Score -1.006624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10066262.000000 Penalty: 5727.909668
	Iteration 20F: 3 clusters Score -1.006626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10066296.000000 Penalty: 5727.909668
	Iteration 21Q: 3 clusters Score -1.00663e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10066327.000000 Penalty: 5727.909668
	Iteration 22Q: 3 clusters Score -1.006633e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10066345.000000 Penalty: 5727.909668
	Iteration 23Q: 3 clusters Score -1.006634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10066347.000000 Penalty: 5727.909668
	Iteration 24Q: 3 clusters Score -1.006635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10066356.000000 Penalty: 5727.909668
	Iteration 25Q: 3 clusters Score -1.006636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10066371.000000 Penalty: 5727.909668
	Iteration 26Q: 3 clusters Score -1.006637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10066386.000000 Penalty: 5727.909668
	Iteration 27Q: 3 clusters Score -1.006639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10066394.000000 Penalty: 5727.909668
	Iteration 28Q: 3 clusters Score -1.006639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10066421.000000 Penalty: 5727.909668
	Iteration 29Q: 3 clusters Score -1.006642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10066414.000000 Penalty: 5727.909668
	Iteration 30Q: 3 clusters Score -1.006641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10066432.000000 Penalty: 5727.909668
	Iteration 31Q: 3 clusters Score -1.006643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10066431.000000 Penalty: 5727.909668
	Iteration 32Q: 3 clusters Score -1.006643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10066459.000000 Penalty: 5727.909668
	Iteration 33Q: 3 clusters Score -1.006646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10066451.000000 Penalty: 5727.909668
	Iteration 34Q: 3 clusters Score -1.006645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10066463.000000 Penalty: 5727.909668
	Iteration 35Q: 3 clusters Score -1.006646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10066452.000000 Penalty: 5727.909668
	Iteration 36Q: 3 clusters Score -1.006645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10066445.000000 Penalty: 5727.909668
	Iteration 37Q: 3 clusters Score -1.006644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10066456.000000 Penalty: 5727.909668
	Iteration 38Q: 3 clusters Score -1.006646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10066453.000000 Penalty: 5727.909668
	Iteration 39Q: 3 clusters Score -1.006645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10066455.000000 Penalty: 5727.909668
	Iteration 40F: 3 clusters Score -1.006646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10066450.000000 Penalty: 5727.909668
	Iteration 41Q: 3 clusters Score -1.006645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10066445.000000 Penalty: 5727.909668
	Iteration 42Q: 3 clusters Score -1.006644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10066446.000000 Penalty: 5727.909668
	Iteration 43Q: 3 clusters Score -1.006645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10066446.000000 Penalty: 5727.909668
	Iteration 44F: 3 clusters Score -1.006645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -421449.500000 Penalty: 2088.219971
	Iteration 0F: 2 clusters Score -421449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -417256.906250 Penalty: 4176.439941
	Iteration 0F: 3 clusters Score -417256.9 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -418447.937500 Penalty: 4176.439941
	Iteration 1F: 3 clusters Score -418447.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -418850.656250 Penalty: 4176.439941
	Iteration 2F: 3 clusters Score -418850.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -419182.531250 Penalty: 4176.439941
	Iteration 3F: 3 clusters Score -419182.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -419456.687500 Penalty: 4176.439941
	Iteration 4F: 3 clusters Score -419456.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -419719.750000 Penalty: 4176.439941
	Iteration 5F: 3 clusters Score -419719.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -419939.812500 Penalty: 4176.439941
	Iteration 6F: 3 clusters Score -419939.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -420109.656250 Penalty: 4176.439941
	Iteration 7Q: 3 clusters Score -420109.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -420270.218750 Penalty: 4176.439941
	Iteration 8Q: 3 clusters Score -420270.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -420413.562500 Penalty: 4176.439941
	Iteration 9Q: 3 clusters Score -420413.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -420522.625000 Penalty: 4176.439941
	Iteration 10Q: 3 clusters Score -420522.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -420593.718750 Penalty: 4176.439941
	Iteration 11Q: 3 clusters Score -420593.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -420632.937500 Penalty: 4176.439941
	Iteration 12Q: 3 clusters Score -420632.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -420671.687500 Penalty: 4176.439941
	Iteration 13Q: 3 clusters Score -420671.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -420700.875000 Penalty: 4176.439941
	Iteration 14Q: 3 clusters Score -420700.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -420727.562500 Penalty: 4176.439941
	Iteration 15Q: 3 clusters Score -420727.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -420753.000000 Penalty: 4176.439941
	Iteration 16Q: 3 clusters Score -420753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -420771.812500 Penalty: 4176.439941
	Iteration 17Q: 3 clusters Score -420771.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -420790.250000 Penalty: 4176.439941
	Iteration 18Q: 3 clusters Score -420790.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -420800.031250 Penalty: 4176.439941
	Iteration 19Q: 3 clusters Score -420800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -420807.437500 Penalty: 4176.439941
	Iteration 20F: 3 clusters Score -420807.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -420816.187500 Penalty: 4176.439941
	Iteration 21Q: 3 clusters Score -420816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -420825.906250 Penalty: 4176.439941
	Iteration 22Q: 3 clusters Score -420825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -420831.187500 Penalty: 4176.439941
	Iteration 23Q: 3 clusters Score -420831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -420837.281250 Penalty: 4176.439941
	Iteration 24Q: 3 clusters Score -420837.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -420841.406250 Penalty: 4176.439941
	Iteration 25Q: 3 clusters Score -420841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -420844.093750 Penalty: 4176.439941
	Iteration 26Q: 3 clusters Score -420844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -420847.218750 Penalty: 4176.439941
	Iteration 27Q: 3 clusters Score -420847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -420848.562500 Penalty: 4176.439941
	Iteration 28Q: 3 clusters Score -420848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -420849.468750 Penalty: 4176.439941
	Iteration 29Q: 3 clusters Score -420849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -420850.312500 Penalty: 4176.439941
	Iteration 30Q: 3 clusters Score -420850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -420850.312500 Penalty: 4176.439941
	Iteration 31F: 3 clusters Score -420850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -337642.187500 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -337642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333983.312500 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -333983.3 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -334702.156250 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -334702.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -334872.156250 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -334872.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -335008.531250 Penalty: 4067.615234
	Iteration 3Q: 3 clusters Score -335008.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -335115.312500 Penalty: 4067.615234
	Iteration 4Q: 3 clusters Score -335115.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -335190.375000 Penalty: 4067.615234
	Iteration 5Q: 3 clusters Score -335190.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -335234.812500 Penalty: 4067.615234
	Iteration 6Q: 3 clusters Score -335234.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -335269.281250 Penalty: 4067.615234
	Iteration 7Q: 3 clusters Score -335269.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -335295.750000 Penalty: 4067.615234
	Iteration 8Q: 3 clusters Score -335295.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -335321.875000 Penalty: 4067.615234
	Iteration 9Q: 3 clusters Score -335321.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -335343.625000 Penalty: 4067.615234
	Iteration 10Q: 3 clusters Score -335343.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -335366.468750 Penalty: 4067.615234
	Iteration 11Q: 3 clusters Score -335366.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -335390.906250 Penalty: 4067.615234
	Iteration 12Q: 3 clusters Score -335390.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -335414.437500 Penalty: 4067.615234
	Iteration 13Q: 3 clusters Score -335414.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -335440.093750 Penalty: 4067.615234
	Iteration 14Q: 3 clusters Score -335440.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -335467.781250 Penalty: 4067.615234
	Iteration 15Q: 3 clusters Score -335467.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -335494.687500 Penalty: 4067.615234
	Iteration 16Q: 3 clusters Score -335494.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -335526.500000 Penalty: 4067.615234
	Iteration 17Q: 3 clusters Score -335526.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -335567.031250 Penalty: 4067.615234
	Iteration 18Q: 3 clusters Score -335567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -335609.406250 Penalty: 4067.615234
	Iteration 19Q: 3 clusters Score -335609.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -335653.937500 Penalty: 4067.615234
	Iteration 20F: 3 clusters Score -335653.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -335701.375000 Penalty: 4067.615234
	Iteration 21Q: 3 clusters Score -335701.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -335760.968750 Penalty: 4067.615234
	Iteration 22Q: 3 clusters Score -335761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -335820.406250 Penalty: 4067.615234
	Iteration 23Q: 3 clusters Score -335820.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -335880.656250 Penalty: 4067.615234
	Iteration 24Q: 3 clusters Score -335880.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -335936.000000 Penalty: 4067.615234
	Iteration 25Q: 3 clusters Score -335936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -335975.593750 Penalty: 4067.615234
	Iteration 26Q: 3 clusters Score -335975.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -336009.125000 Penalty: 4067.615234
	Iteration 27Q: 3 clusters Score -336009.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -336040.031250 Penalty: 4067.615234
	Iteration 28Q: 3 clusters Score -336040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -336062.031250 Penalty: 4067.615234
	Iteration 29Q: 3 clusters Score -336062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -336090.031250 Penalty: 4067.615234
	Iteration 30Q: 3 clusters Score -336090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -336111.812500 Penalty: 4067.615234
	Iteration 31Q: 3 clusters Score -336111.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -336123.156250 Penalty: 4067.615234
	Iteration 32Q: 3 clusters Score -336123.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -336134.968750 Penalty: 4067.615234
	Iteration 33Q: 3 clusters Score -336135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -336142.531250 Penalty: 4067.615234
	Iteration 34Q: 3 clusters Score -336142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -336152.250000 Penalty: 4067.615234
	Iteration 35Q: 3 clusters Score -336152.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -336162.531250 Penalty: 4067.615234
	Iteration 36Q: 3 clusters Score -336162.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -336172.843750 Penalty: 4067.615234
	Iteration 37Q: 3 clusters Score -336172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336181.250000 Penalty: 4067.615234
	Iteration 38Q: 3 clusters Score -336181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336184.875000 Penalty: 4067.615234
	Iteration 39Q: 3 clusters Score -336184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -336189.031250 Penalty: 4067.615234
	Iteration 40F: 3 clusters Score -336189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336195.375000 Penalty: 4067.615234
	Iteration 41Q: 3 clusters Score -336195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -336198.843750 Penalty: 4067.615234
	Iteration 42Q: 3 clusters Score -336198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -336198.843750 Penalty: 4067.615234
	Iteration 43F: 3 clusters Score -336198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -474786.812500 Penalty: 2094.106445
	Iteration 0F: 2 clusters Score -474786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -470511.000000 Penalty: 4188.212891
	Iteration 0F: 3 clusters Score -470511 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -471476.718750 Penalty: 4188.212891
	Iteration 1F: 3 clusters Score -471476.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -471681.187500 Penalty: 4188.212891
	Iteration 2F: 3 clusters Score -471681.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -471793.656250 Penalty: 4188.212891
	Iteration 3Q: 3 clusters Score -471793.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -471863.187500 Penalty: 4188.212891
	Iteration 4Q: 3 clusters Score -471863.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -471911.718750 Penalty: 4188.212891
	Iteration 5Q: 3 clusters Score -471911.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -471951.656250 Penalty: 4188.212891
	Iteration 6Q: 3 clusters Score -471951.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -471985.593750 Penalty: 4188.212891
	Iteration 7Q: 3 clusters Score -471985.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -472027.062500 Penalty: 4188.212891
	Iteration 8Q: 3 clusters Score -472027.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -472067.968750 Penalty: 4188.212891
	Iteration 9Q: 3 clusters Score -472068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -472115.375000 Penalty: 4188.212891
	Iteration 10Q: 3 clusters Score -472115.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -472168.687500 Penalty: 4188.212891
	Iteration 11Q: 3 clusters Score -472168.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -472231.906250 Penalty: 4188.212891
	Iteration 12Q: 3 clusters Score -472231.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -472295.562500 Penalty: 4188.212891
	Iteration 13Q: 3 clusters Score -472295.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -472372.968750 Penalty: 4188.212891
	Iteration 14Q: 3 clusters Score -472373 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -472481.437500 Penalty: 4188.212891
	Iteration 15Q: 3 clusters Score -472481.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -472574.062500 Penalty: 4188.212891
	Iteration 16Q: 3 clusters Score -472574.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -472668.437500 Penalty: 4188.212891
	Iteration 17Q: 3 clusters Score -472668.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -472755.218750 Penalty: 4188.212891
	Iteration 18Q: 3 clusters Score -472755.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -472820.281250 Penalty: 4188.212891
	Iteration 19Q: 3 clusters Score -472820.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -472863.062500 Penalty: 4188.212891
	Iteration 20F: 3 clusters Score -472863.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -472904.062500 Penalty: 4188.212891
	Iteration 21Q: 3 clusters Score -472904.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -472940.156250 Penalty: 4188.212891
	Iteration 22Q: 3 clusters Score -472940.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -472963.093750 Penalty: 4188.212891
	Iteration 23Q: 3 clusters Score -472963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -472976.718750 Penalty: 4188.212891
	Iteration 24Q: 3 clusters Score -472976.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -472989.718750 Penalty: 4188.212891
	Iteration 25Q: 3 clusters Score -472989.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -472995.781250 Penalty: 4188.212891
	Iteration 26Q: 3 clusters Score -472995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -473004.031250 Penalty: 4188.212891
	Iteration 27Q: 3 clusters Score -473004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -473012.843750 Penalty: 4188.212891
	Iteration 28Q: 3 clusters Score -473012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -473023.781250 Penalty: 4188.212891
	Iteration 29Q: 3 clusters Score -473023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -473030.812500 Penalty: 4188.212891
	Iteration 30Q: 3 clusters Score -473030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -473035.406250 Penalty: 4188.212891
	Iteration 31Q: 3 clusters Score -473035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -473036.875000 Penalty: 4188.212891
	Iteration 32Q: 3 clusters Score -473036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -473041.156250 Penalty: 4188.212891
	Iteration 33Q: 3 clusters Score -473041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -473044.031250 Penalty: 4188.212891
	Iteration 34Q: 3 clusters Score -473044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -473046.625000 Penalty: 4188.212891
	Iteration 35Q: 3 clusters Score -473046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -473048.906250 Penalty: 4188.212891
	Iteration 36Q: 3 clusters Score -473048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -473050.125000 Penalty: 4188.212891
	Iteration 37Q: 3 clusters Score -473050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -473050.062500 Penalty: 4188.212891
	Iteration 38Q: 3 clusters Score -473050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -473051.218750 Penalty: 4188.212891
	Iteration 39Q: 3 clusters Score -473051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -473053.593750 Penalty: 4188.212891
	Iteration 40F: 3 clusters Score -473053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -473054.687500 Penalty: 4188.212891
	Iteration 41Q: 3 clusters Score -473054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -473054.375000 Penalty: 4188.212891
	Iteration 42Q: 3 clusters Score -473054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -473054.375000 Penalty: 4188.212891
	Iteration 43F: 3 clusters Score -473054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -630333.812500 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -630333.8 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 3265 members 
Entering Unmasked Estep 
Score: -624873.562500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -624873.6 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -626273.562500 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -626273.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -626515.937500 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -626515.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -626665.875000 Penalty: 4352.519531
	Iteration 3Q: 3 clusters Score -626665.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -626771.250000 Penalty: 4352.519531
	Iteration 4Q: 3 clusters Score -626771.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -626882.187500 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -626882.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -626998.625000 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -626998.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -627130.437500 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -627130.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -627256.250000 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -627256.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -627382.750000 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -627382.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -627504.000000 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -627504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -627617.625000 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -627617.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -627732.562500 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -627732.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -627842.812500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -627842.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -627964.937500 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -627964.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -628094.250000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -628094.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -628203.500000 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -628203.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -628295.062500 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -628295.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -628363.375000 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -628363.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -628409.812500 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -628409.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -628456.062500 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -628456.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -628487.875000 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -628487.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -628519.000000 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -628519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -628542.250000 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -628542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -628555.687500 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -628555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -628573.000000 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -628573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -628587.875000 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -628587.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -628598.000000 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -628598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -628609.312500 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -628609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -628619.562500 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -628619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -628628.062500 Penalty: 4352.519531
	Iteration 30Q: 3 clusters Score -628628.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -628635.562500 Penalty: 4352.519531
	Iteration 31Q: 3 clusters Score -628635.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -628639.312500 Penalty: 4352.519531
	Iteration 32Q: 3 clusters Score -628639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -628647.062500 Penalty: 4352.519531
	Iteration 33Q: 3 clusters Score -628647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -628651.312500 Penalty: 4352.519531
	Iteration 34Q: 3 clusters Score -628651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -628652.437500 Penalty: 4352.519531
	Iteration 35Q: 3 clusters Score -628652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -628655.500000 Penalty: 4352.519531
	Iteration 36Q: 3 clusters Score -628655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -628657.500000 Penalty: 4352.519531
	Iteration 37Q: 3 clusters Score -628657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -628660.062500 Penalty: 4352.519531
	Iteration 38Q: 3 clusters Score -628660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -628660.312500 Penalty: 4352.519531
	Iteration 39Q: 3 clusters Score -628660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -628661.812500 Penalty: 4352.519531
	Iteration 40F: 3 clusters Score -628661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -628662.937500 Penalty: 4352.519531
	Iteration 41Q: 3 clusters Score -628662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -628663.937500 Penalty: 4352.519531
	Iteration 42Q: 3 clusters Score -628663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -628667.187500 Penalty: 4352.519531
	Iteration 43Q: 3 clusters Score -628667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -628667.687500 Penalty: 4352.519531
	Iteration 44Q: 3 clusters Score -628667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -628671.250000 Penalty: 4352.519531
	Iteration 45Q: 3 clusters Score -628671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -628672.062500 Penalty: 4352.519531
	Iteration 46Q: 3 clusters Score -628672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -628672.062500 Penalty: 4352.519531
	Iteration 47F: 3 clusters Score -628672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Entering Unmasked Estep 
Score: -1353589.875000 Penalty: 2386.745117
	Iteration 0F: 2 clusters Score -1353590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1342692.750000 Penalty: 4773.490234
	Iteration 0F: 3 clusters Score -1342693 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1346424.750000 Penalty: 4773.490234
	Iteration 1F: 3 clusters Score -1346425 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1347334.500000 Penalty: 4773.490234
	Iteration 2F: 3 clusters Score -1347334 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1348398.250000 Penalty: 4773.490234
	Iteration 3F: 3 clusters Score -1348398 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1349420.750000 Penalty: 4773.490234
	Iteration 4F: 3 clusters Score -1349421 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1350229.875000 Penalty: 4773.490234
	Iteration 5F: 3 clusters Score -1350230 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1350850.875000 Penalty: 4773.490234
	Iteration 6F: 3 clusters Score -1350851 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1351288.000000 Penalty: 4773.490234
	Iteration 7Q: 3 clusters Score -1351288 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1351616.500000 Penalty: 4773.490234
	Iteration 8Q: 3 clusters Score -1351616 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1351852.375000 Penalty: 4773.490234
	Iteration 9Q: 3 clusters Score -1351852 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1352021.500000 Penalty: 4773.490234
	Iteration 10Q: 3 clusters Score -1352022 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1352145.375000 Penalty: 4773.490234
	Iteration 11Q: 3 clusters Score -1352145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1352241.250000 Penalty: 4773.490234
	Iteration 12Q: 3 clusters Score -1352241 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1352312.250000 Penalty: 4773.490234
	Iteration 13Q: 3 clusters Score -1352312 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1352372.875000 Penalty: 4773.490234
	Iteration 14Q: 3 clusters Score -1352373 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1352420.000000 Penalty: 4773.490234
	Iteration 15Q: 3 clusters Score -1352420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1352455.250000 Penalty: 4773.490234
	Iteration 16Q: 3 clusters Score -1352455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1352477.625000 Penalty: 4773.490234
	Iteration 17Q: 3 clusters Score -1352478 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1352506.125000 Penalty: 4773.490234
	Iteration 18Q: 3 clusters Score -1352506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1352523.750000 Penalty: 4773.490234
	Iteration 19Q: 3 clusters Score -1352524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1352543.875000 Penalty: 4773.490234
	Iteration 20F: 3 clusters Score -1352544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1352552.875000 Penalty: 4773.490234
	Iteration 21Q: 3 clusters Score -1352553 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1352565.500000 Penalty: 4773.490234
	Iteration 22Q: 3 clusters Score -1352566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1352573.125000 Penalty: 4773.490234
	Iteration 23Q: 3 clusters Score -1352573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1352578.125000 Penalty: 4773.490234
	Iteration 24Q: 3 clusters Score -1352578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1352586.375000 Penalty: 4773.490234
	Iteration 25Q: 3 clusters Score -1352586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1352592.250000 Penalty: 4773.490234
	Iteration 26Q: 3 clusters Score -1352592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1352601.125000 Penalty: 4773.490234
	Iteration 27Q: 3 clusters Score -1352601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1352606.625000 Penalty: 4773.490234
	Iteration 28Q: 3 clusters Score -1352607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1352615.500000 Penalty: 4773.490234
	Iteration 29Q: 3 clusters Score -1352616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1352618.625000 Penalty: 4773.490234
	Iteration 30Q: 3 clusters Score -1352619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1352627.500000 Penalty: 4773.490234
	Iteration 31Q: 3 clusters Score -1352628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1352632.000000 Penalty: 4773.490234
	Iteration 32Q: 3 clusters Score -1352632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1352635.500000 Penalty: 4773.490234
	Iteration 33Q: 3 clusters Score -1352636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1352648.125000 Penalty: 4773.490234
	Iteration 34Q: 3 clusters Score -1352648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1352654.750000 Penalty: 4773.490234
	Iteration 35Q: 3 clusters Score -1352655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1352662.625000 Penalty: 4773.490234
	Iteration 36Q: 3 clusters Score -1352663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1352671.375000 Penalty: 4773.490234
	Iteration 37Q: 3 clusters Score -1352671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1352683.625000 Penalty: 4773.490234
	Iteration 38Q: 3 clusters Score -1352684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1352687.875000 Penalty: 4773.490234
	Iteration 39Q: 3 clusters Score -1352688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1352699.500000 Penalty: 4773.490234
	Iteration 40F: 3 clusters Score -1352700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1352708.000000 Penalty: 4773.490234
	Iteration 41Q: 3 clusters Score -1352708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1352720.375000 Penalty: 4773.490234
	Iteration 42Q: 3 clusters Score -1352720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1352736.125000 Penalty: 4773.490234
	Iteration 43Q: 3 clusters Score -1352736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1352755.625000 Penalty: 4773.490234
	Iteration 44Q: 3 clusters Score -1352756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1352771.000000 Penalty: 4773.490234
	Iteration 45Q: 3 clusters Score -1352771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1352786.625000 Penalty: 4773.490234
	Iteration 46Q: 3 clusters Score -1352787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1352802.875000 Penalty: 4773.490234
	Iteration 47Q: 3 clusters Score -1352803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1352817.250000 Penalty: 4773.490234
	Iteration 48Q: 3 clusters Score -1352817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1352833.250000 Penalty: 4773.490234
	Iteration 49Q: 3 clusters Score -1352833 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1352850.500000 Penalty: 4773.490234
	Iteration 50Q: 3 clusters Score -1352850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1352866.500000 Penalty: 4773.490234
	Iteration 51Q: 3 clusters Score -1352866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1352889.250000 Penalty: 4773.490234
	Iteration 52Q: 3 clusters Score -1352889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1352909.000000 Penalty: 4773.490234
	Iteration 53Q: 3 clusters Score -1352909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1352926.375000 Penalty: 4773.490234
	Iteration 54Q: 3 clusters Score -1352926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1352934.250000 Penalty: 4773.490234
	Iteration 55Q: 3 clusters Score -1352934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1352948.500000 Penalty: 4773.490234
	Iteration 56Q: 3 clusters Score -1352948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1352959.750000 Penalty: 4773.490234
	Iteration 57Q: 3 clusters Score -1352960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1352971.250000 Penalty: 4773.490234
	Iteration 58Q: 3 clusters Score -1352971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1352989.875000 Penalty: 4773.490234
	Iteration 59Q: 3 clusters Score -1352990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1353005.000000 Penalty: 4773.490234
	Iteration 60F: 3 clusters Score -1353005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1353025.625000 Penalty: 4773.490234
	Iteration 61Q: 3 clusters Score -1353026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1353043.000000 Penalty: 4773.490234
	Iteration 62Q: 3 clusters Score -1353043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1353062.000000 Penalty: 4773.490234
	Iteration 63Q: 3 clusters Score -1353062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1353090.375000 Penalty: 4773.490234
	Iteration 64Q: 3 clusters Score -1353090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1353117.125000 Penalty: 4773.490234
	Iteration 65Q: 3 clusters Score -1353117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1353139.000000 Penalty: 4773.490234
	Iteration 66Q: 3 clusters Score -1353139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1353157.750000 Penalty: 4773.490234
	Iteration 67Q: 3 clusters Score -1353158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1353182.000000 Penalty: 4773.490234
	Iteration 68Q: 3 clusters Score -1353182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1353209.125000 Penalty: 4773.490234
	Iteration 69Q: 3 clusters Score -1353209 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1353238.625000 Penalty: 4773.490234
	Iteration 70Q: 3 clusters Score -1353239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1353271.875000 Penalty: 4773.490234
	Iteration 71Q: 3 clusters Score -1353272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1353294.750000 Penalty: 4773.490234
	Iteration 72Q: 3 clusters Score -1353295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1353313.250000 Penalty: 4773.490234
	Iteration 73Q: 3 clusters Score -1353313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1353332.250000 Penalty: 4773.490234
	Iteration 74Q: 3 clusters Score -1353332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1353354.750000 Penalty: 4773.490234
	Iteration 75Q: 3 clusters Score -1353355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1353372.500000 Penalty: 4773.490234
	Iteration 76Q: 3 clusters Score -1353372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1353392.125000 Penalty: 4773.490234
	Iteration 77Q: 3 clusters Score -1353392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1353413.125000 Penalty: 4773.490234
	Iteration 78Q: 3 clusters Score -1353413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1353432.875000 Penalty: 4773.490234
	Iteration 79Q: 3 clusters Score -1353433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1353448.250000 Penalty: 4773.490234
	Iteration 80F: 3 clusters Score -1353448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1353459.125000 Penalty: 4773.490234
	Iteration 81Q: 3 clusters Score -1353459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1353468.500000 Penalty: 4773.490234
	Iteration 82Q: 3 clusters Score -1353468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1353483.125000 Penalty: 4773.490234
	Iteration 83Q: 3 clusters Score -1353483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1353497.750000 Penalty: 4773.490234
	Iteration 84Q: 3 clusters Score -1353498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1353514.875000 Penalty: 4773.490234
	Iteration 85Q: 3 clusters Score -1353515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1353532.625000 Penalty: 4773.490234
	Iteration 86Q: 3 clusters Score -1353533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1353548.875000 Penalty: 4773.490234
	Iteration 87Q: 3 clusters Score -1353549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1353556.375000 Penalty: 4773.490234
	Iteration 88Q: 3 clusters Score -1353556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1353569.250000 Penalty: 4773.490234
	Iteration 89Q: 3 clusters Score -1353569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1353575.750000 Penalty: 4773.490234
	Iteration 90Q: 3 clusters Score -1353576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1353581.250000 Penalty: 4773.490234
	Iteration 91Q: 3 clusters Score -1353581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1353592.750000 Penalty: 4773.490234
	Iteration 92Q: 3 clusters Score -1353593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1353601.875000 Penalty: 4773.490234
	Iteration 93Q: 3 clusters Score -1353602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1353614.625000 Penalty: 4773.490234
	Iteration 94Q: 3 clusters Score -1353615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1353621.750000 Penalty: 4773.490234
	Iteration 95Q: 3 clusters Score -1353622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1353631.625000 Penalty: 4773.490234
	Iteration 96Q: 3 clusters Score -1353632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1353648.875000 Penalty: 4773.490234
	Iteration 97Q: 3 clusters Score -1353649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1353666.000000 Penalty: 4773.490234
	Iteration 98Q: 3 clusters Score -1353666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1353684.750000 Penalty: 4773.490234
	Iteration 99Q: 3 clusters Score -1353685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1353703.875000 Penalty: 4773.490234
	Iteration 100F: 3 clusters Score -1353704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1353716.875000 Penalty: 4773.490234
	Iteration 101Q: 3 clusters Score -1353717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1353729.250000 Penalty: 4773.490234
	Iteration 102Q: 3 clusters Score -1353729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1353735.625000 Penalty: 4773.490234
	Iteration 103Q: 3 clusters Score -1353736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1353741.875000 Penalty: 4773.490234
	Iteration 104Q: 3 clusters Score -1353742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1353749.000000 Penalty: 4773.490234
	Iteration 105Q: 3 clusters Score -1353749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1353753.000000 Penalty: 4773.490234
	Iteration 106Q: 3 clusters Score -1353753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1353756.750000 Penalty: 4773.490234
	Iteration 107Q: 3 clusters Score -1353757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1353758.625000 Penalty: 4773.490234
	Iteration 108Q: 3 clusters Score -1353759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1353761.750000 Penalty: 4773.490234
	Iteration 109Q: 3 clusters Score -1353762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1353759.375000 Penalty: 4773.490234
	Iteration 110Q: 3 clusters Score -1353759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1353761.375000 Penalty: 4773.490234
	Iteration 111Q: 3 clusters Score -1353761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1353762.750000 Penalty: 4773.490234
	Iteration 112Q: 3 clusters Score -1353763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1353764.000000 Penalty: 4773.490234
	Iteration 113Q: 3 clusters Score -1353764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1353765.375000 Penalty: 4773.490234
	Iteration 114Q: 3 clusters Score -1353765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1353763.000000 Penalty: 4773.490234
	Iteration 115Q: 3 clusters Score -1353763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1353765.500000 Penalty: 4773.490234
	Iteration 116Q: 3 clusters Score -1353766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1353763.000000 Penalty: 4773.490234
	Iteration 117Q: 3 clusters Score -1353763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1353765.250000 Penalty: 4773.490234
	Iteration 118Q: 3 clusters Score -1353765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1353765.375000 Penalty: 4773.490234
	Iteration 119Q: 3 clusters Score -1353765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1353768.625000 Penalty: 4773.490234
	Iteration 120F: 3 clusters Score -1353769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1353767.875000 Penalty: 4773.490234
	Iteration 121Q: 3 clusters Score -1353768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1353768.125000 Penalty: 4773.490234
	Iteration 122Q: 3 clusters Score -1353768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1353770.750000 Penalty: 4773.490234
	Iteration 123Q: 3 clusters Score -1353771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1353768.875000 Penalty: 4773.490234
	Iteration 124Q: 3 clusters Score -1353769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1353769.250000 Penalty: 4773.490234
	Iteration 125Q: 3 clusters Score -1353769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1353769.625000 Penalty: 4773.490234
	Iteration 126Q: 3 clusters Score -1353770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1353769.875000 Penalty: 4773.490234
	Iteration 127Q: 3 clusters Score -1353770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1353768.500000 Penalty: 4773.490234
	Iteration 128Q: 3 clusters Score -1353768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1353768.875000 Penalty: 4773.490234
	Iteration 129Q: 3 clusters Score -1353769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1353771.875000 Penalty: 4773.490234
	Iteration 130Q: 3 clusters Score -1353772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1353771.875000 Penalty: 4773.490234
	Iteration 131F: 3 clusters Score -1353772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 6405 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Mstep: Class 43 contains 12946 members 
Entering Unmasked Estep 
Score: -58885916.000000 Penalty: 142338.593750
Splitting cluster 29 changes total score from -58872092.000000 to -58885916.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -202597.500000 Penalty: 1946.729004
	Iteration 0F: 2 clusters Score -202597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -199731.453125 Penalty: 3893.458008
	Iteration 0F: 3 clusters Score -199731.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -200774.296875 Penalty: 3893.458008
	Iteration 1F: 3 clusters Score -200774.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -201324.406250 Penalty: 3893.458008
	Iteration 2F: 3 clusters Score -201324.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -201574.796875 Penalty: 3893.458008
	Iteration 3F: 3 clusters Score -201574.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -201723.500000 Penalty: 3893.458008
	Iteration 4Q: 3 clusters Score -201723.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -201836.125000 Penalty: 3893.458008
	Iteration 5Q: 3 clusters Score -201836.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -201974.125000 Penalty: 3893.458008
	Iteration 6Q: 3 clusters Score -201974.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -202070.234375 Penalty: 3893.458008
	Iteration 7Q: 3 clusters Score -202070.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -202160.718750 Penalty: 3893.458008
	Iteration 8Q: 3 clusters Score -202160.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -202223.000000 Penalty: 3893.458008
	Iteration 9Q: 3 clusters Score -202223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -202276.750000 Penalty: 3893.458008
	Iteration 10Q: 3 clusters Score -202276.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -202309.421875 Penalty: 3893.458008
	Iteration 11Q: 3 clusters Score -202309.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -202333.015625 Penalty: 3893.458008
	Iteration 12Q: 3 clusters Score -202333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -202343.234375 Penalty: 3893.458008
	Iteration 13Q: 3 clusters Score -202343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -202348.578125 Penalty: 3893.458008
	Iteration 14Q: 3 clusters Score -202348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -202351.125000 Penalty: 3893.458008
	Iteration 15Q: 3 clusters Score -202351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -202354.609375 Penalty: 3893.458008
	Iteration 16Q: 3 clusters Score -202354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -202358.484375 Penalty: 3893.458008
	Iteration 17Q: 3 clusters Score -202358.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -202361.203125 Penalty: 3893.458008
	Iteration 18Q: 3 clusters Score -202361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -202362.750000 Penalty: 3893.458008
	Iteration 19Q: 3 clusters Score -202362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -202368.765625 Penalty: 3893.458008
	Iteration 20F: 3 clusters Score -202368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -202376.421875 Penalty: 3893.458008
	Iteration 21Q: 3 clusters Score -202376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -202378.750000 Penalty: 3893.458008
	Iteration 22Q: 3 clusters Score -202378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -202379.312500 Penalty: 3893.458008
	Iteration 23Q: 3 clusters Score -202379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -202379.609375 Penalty: 3893.458008
	Iteration 24Q: 3 clusters Score -202379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -202379.609375 Penalty: 3893.458008
	Iteration 25F: 3 clusters Score -202379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Entering Unmasked Estep 
Score: -1245644.875000 Penalty: 2339.702148
	Iteration 0F: 2 clusters Score -1245645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1236517.125000 Penalty: 4679.404297
	Iteration 0F: 3 clusters Score -1236517 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1239582.250000 Penalty: 4679.404297
	Iteration 1F: 3 clusters Score -1239582 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1240187.500000 Penalty: 4679.404297
	Iteration 2F: 3 clusters Score -1240188 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1240799.875000 Penalty: 4679.404297
	Iteration 3F: 3 clusters Score -1240800 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1241390.750000 Penalty: 4679.404297
	Iteration 4F: 3 clusters Score -1241391 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1242076.125000 Penalty: 4679.404297
	Iteration 5F: 3 clusters Score -1242076 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1242862.250000 Penalty: 4679.404297
	Iteration 6F: 3 clusters Score -1242862 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1243565.375000 Penalty: 4679.404297
	Iteration 7F: 3 clusters Score -1243565 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1244572.750000 Penalty: 4679.404297
	Iteration 8F: 3 clusters Score -1244573 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1246250.375000 Penalty: 4679.404297
	Iteration 9F: 3 clusters Score -1246250 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1247631.000000 Penalty: 4679.404297
	Iteration 10F: 3 clusters Score -1247631 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1247964.375000 Penalty: 4679.404297
	Iteration 11Q: 3 clusters Score -1247964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1248054.750000 Penalty: 4679.404297
	Iteration 12Q: 3 clusters Score -1248055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1248127.125000 Penalty: 4679.404297
	Iteration 13Q: 3 clusters Score -1248127 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1248226.000000 Penalty: 4679.404297
	Iteration 14Q: 3 clusters Score -1248226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1248370.750000 Penalty: 4679.404297
	Iteration 15Q: 3 clusters Score -1248371 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1248657.625000 Penalty: 4679.404297
	Iteration 16Q: 3 clusters Score -1248658 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1249323.125000 Penalty: 4679.404297
	Iteration 17Q: 3 clusters Score -1249323 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1250535.375000 Penalty: 4679.404297
	Iteration 18Q: 3 clusters Score -1250535 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1251012.875000 Penalty: 4679.404297
	Iteration 19Q: 3 clusters Score -1251013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1251065.750000 Penalty: 4679.404297
	Iteration 20F: 3 clusters Score -1251066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1251073.500000 Penalty: 4679.404297
	Iteration 21Q: 3 clusters Score -1251074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1251075.750000 Penalty: 4679.404297
	Iteration 22Q: 3 clusters Score -1251076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1251075.750000 Penalty: 4679.404297
	Iteration 23F: 3 clusters Score -1251076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 6405 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Mstep: Class 43 contains 12946 members 
Mstep: Class 44 contains 8145 members 
Entering Unmasked Estep 
Score: -58890524.000000 Penalty: 145648.796875
Splitting cluster 31 changes total score from -58872092.000000 to -58890524.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -574471.250000 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -574471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -569104.625000 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -569104.6 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -570836.750000 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -570836.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -571464.375000 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -571464.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -571959.375000 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -571959.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -572314.062500 Penalty: 4347.357910
	Iteration 4F: 3 clusters Score -572314.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -572547.937500 Penalty: 4347.357910
	Iteration 5F: 3 clusters Score -572547.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -572702.187500 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -572702.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -572811.875000 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -572811.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -572894.625000 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -572894.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -572962.250000 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -572962.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -573013.562500 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -573013.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -573054.562500 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -573054.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -573084.625000 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -573084.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -573105.500000 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -573105.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -573130.625000 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -573130.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -573156.187500 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -573156.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -573181.500000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -573181.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -573203.812500 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -573203.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -573227.250000 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -573227.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -573254.937500 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -573254.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -573289.937500 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -573289.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -573318.625000 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -573318.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -573356.687500 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -573356.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -573413.187500 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -573413.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -573449.312500 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -573449.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -573491.250000 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -573491.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -573523.250000 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -573523.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -573544.375000 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -573544.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -573566.375000 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -573566.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -573582.250000 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -573582.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -573594.937500 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -573594.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -573605.187500 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -573605.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -573615.250000 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -573615.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -573629.500000 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -573629.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -573639.500000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -573639.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -573647.125000 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -573647.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -573660.812500 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -573660.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -573675.000000 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -573675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -573687.125000 Penalty: 4347.357910
	Iteration 38Q: 3 clusters Score -573687.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -573702.875000 Penalty: 4347.357910
	Iteration 39Q: 3 clusters Score -573702.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -573722.187500 Penalty: 4347.357910
	Iteration 40F: 3 clusters Score -573722.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -573746.437500 Penalty: 4347.357910
	Iteration 41Q: 3 clusters Score -573746.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -573773.562500 Penalty: 4347.357910
	Iteration 42Q: 3 clusters Score -573773.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -573805.187500 Penalty: 4347.357910
	Iteration 43Q: 3 clusters Score -573805.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -573836.937500 Penalty: 4347.357910
	Iteration 44Q: 3 clusters Score -573836.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -573854.125000 Penalty: 4347.357910
	Iteration 45Q: 3 clusters Score -573854.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -573871.000000 Penalty: 4347.357910
	Iteration 46Q: 3 clusters Score -573871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -573879.250000 Penalty: 4347.357910
	Iteration 47Q: 3 clusters Score -573879.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -573889.562500 Penalty: 4347.357910
	Iteration 48Q: 3 clusters Score -573889.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -573899.500000 Penalty: 4347.357910
	Iteration 49Q: 3 clusters Score -573899.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -573903.812500 Penalty: 4347.357910
	Iteration 50Q: 3 clusters Score -573903.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -573909.875000 Penalty: 4347.357910
	Iteration 51Q: 3 clusters Score -573909.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -573921.250000 Penalty: 4347.357910
	Iteration 52Q: 3 clusters Score -573921.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -573936.000000 Penalty: 4347.357910
	Iteration 53Q: 3 clusters Score -573936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -573954.875000 Penalty: 4347.357910
	Iteration 54Q: 3 clusters Score -573954.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -573974.500000 Penalty: 4347.357910
	Iteration 55Q: 3 clusters Score -573974.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -574001.000000 Penalty: 4347.357910
	Iteration 56Q: 3 clusters Score -574001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -574030.750000 Penalty: 4347.357910
	Iteration 57Q: 3 clusters Score -574030.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -574060.812500 Penalty: 4347.357910
	Iteration 58Q: 3 clusters Score -574060.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -574094.062500 Penalty: 4347.357910
	Iteration 59Q: 3 clusters Score -574094.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -574122.375000 Penalty: 4347.357910
	Iteration 60F: 3 clusters Score -574122.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -574159.625000 Penalty: 4347.357910
	Iteration 61Q: 3 clusters Score -574159.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -574200.625000 Penalty: 4347.357910
	Iteration 62Q: 3 clusters Score -574200.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -574253.125000 Penalty: 4347.357910
	Iteration 63Q: 3 clusters Score -574253.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -574308.250000 Penalty: 4347.357910
	Iteration 64Q: 3 clusters Score -574308.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -574368.625000 Penalty: 4347.357910
	Iteration 65Q: 3 clusters Score -574368.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -574429.062500 Penalty: 4347.357910
	Iteration 66Q: 3 clusters Score -574429.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -574472.750000 Penalty: 4347.357910
	Iteration 67Q: 3 clusters Score -574472.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -574500.437500 Penalty: 4347.357910
	Iteration 68Q: 3 clusters Score -574500.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -574512.375000 Penalty: 4347.357910
	Iteration 69Q: 3 clusters Score -574512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -574524.437500 Penalty: 4347.357910
	Iteration 70Q: 3 clusters Score -574524.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -574535.437500 Penalty: 4347.357910
	Iteration 71Q: 3 clusters Score -574535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -574542.312500 Penalty: 4347.357910
	Iteration 72Q: 3 clusters Score -574542.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -574550.625000 Penalty: 4347.357910
	Iteration 73Q: 3 clusters Score -574550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -574554.062500 Penalty: 4347.357910
	Iteration 74Q: 3 clusters Score -574554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -574556.937500 Penalty: 4347.357910
	Iteration 75Q: 3 clusters Score -574556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -574558.500000 Penalty: 4347.357910
	Iteration 76Q: 3 clusters Score -574558.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -574561.062500 Penalty: 4347.357910
	Iteration 77Q: 3 clusters Score -574561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -574566.125000 Penalty: 4347.357910
	Iteration 78Q: 3 clusters Score -574566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -574568.312500 Penalty: 4347.357910
	Iteration 79Q: 3 clusters Score -574568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -574569.562500 Penalty: 4347.357910
	Iteration 80F: 3 clusters Score -574569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -574571.062500 Penalty: 4347.357910
	Iteration 81Q: 3 clusters Score -574571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -574571.125000 Penalty: 4347.357910
	Iteration 82Q: 3 clusters Score -574571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -574570.125000 Penalty: 4347.357910
	Iteration 83Q: 3 clusters Score -574570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -574570.125000 Penalty: 4347.357910
	Iteration 84F: 3 clusters Score -574570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 5330 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Mstep: Class 43 contains 12946 members 
Mstep: Class 44 contains 8145 members 
Mstep: Class 45 contains 5043 members 
Entering Unmasked Estep 
Score: -58889476.000000 Penalty: 148959.000000
Splitting cluster 32 changes total score from -58872092.000000 to -58889476.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (33993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Entering Unmasked Estep 
Score: -3397932.000000 Penalty: 2587.609863
	Iteration 0F: 2 clusters Score -3397932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3374806.250000 Penalty: 5175.219727
	Iteration 0F: 3 clusters Score -3374806 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3383415.250000 Penalty: 5175.219727
	Iteration 1F: 3 clusters Score -3383415 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3384009.750000 Penalty: 5175.219727
	Iteration 2Q: 3 clusters Score -3384010 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3384579.500000 Penalty: 5175.219727
	Iteration 3Q: 3 clusters Score -3384580 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3385246.750000 Penalty: 5175.219727
	Iteration 4Q: 3 clusters Score -3385247 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3386043.250000 Penalty: 5175.219727
	Iteration 5F: 3 clusters Score -3386043 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3387073.750000 Penalty: 5175.219727
	Iteration 6F: 3 clusters Score -3387074 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3388434.750000 Penalty: 5175.219727
	Iteration 7F: 3 clusters Score -3388435 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3389910.500000 Penalty: 5175.219727
	Iteration 8F: 3 clusters Score -3389910 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3391266.750000 Penalty: 5175.219727
	Iteration 9F: 3 clusters Score -3391267 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3392525.000000 Penalty: 5175.219727
	Iteration 10F: 3 clusters Score -3392525 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3393486.000000 Penalty: 5175.219727
	Iteration 11Q: 3 clusters Score -3393486 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3394241.000000 Penalty: 5175.219727
	Iteration 12Q: 3 clusters Score -3394241 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3394765.500000 Penalty: 5175.219727
	Iteration 13Q: 3 clusters Score -3394766 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3395103.750000 Penalty: 5175.219727
	Iteration 14Q: 3 clusters Score -3395104 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3395353.500000 Penalty: 5175.219727
	Iteration 15Q: 3 clusters Score -3395354 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3395503.500000 Penalty: 5175.219727
	Iteration 16Q: 3 clusters Score -3395504 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3395612.000000 Penalty: 5175.219727
	Iteration 17Q: 3 clusters Score -3395612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3395689.000000 Penalty: 5175.219727
	Iteration 18Q: 3 clusters Score -3395689 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3395782.750000 Penalty: 5175.219727
	Iteration 19Q: 3 clusters Score -3395783 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3395818.000000 Penalty: 5175.219727
	Iteration 20F: 3 clusters Score -3395818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3395842.500000 Penalty: 5175.219727
	Iteration 21Q: 3 clusters Score -3395842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3395859.750000 Penalty: 5175.219727
	Iteration 22Q: 3 clusters Score -3395860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3395877.000000 Penalty: 5175.219727
	Iteration 23Q: 3 clusters Score -3395877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3395898.500000 Penalty: 5175.219727
	Iteration 24Q: 3 clusters Score -3395898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3395906.250000 Penalty: 5175.219727
	Iteration 25Q: 3 clusters Score -3395906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3395908.250000 Penalty: 5175.219727
	Iteration 26Q: 3 clusters Score -3395908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3395916.250000 Penalty: 5175.219727
	Iteration 27Q: 3 clusters Score -3395916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3395924.000000 Penalty: 5175.219727
	Iteration 28Q: 3 clusters Score -3395924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3395923.250000 Penalty: 5175.219727
	Iteration 29Q: 3 clusters Score -3395923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3395931.000000 Penalty: 5175.219727
	Iteration 30Q: 3 clusters Score -3395931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3395938.250000 Penalty: 5175.219727
	Iteration 31Q: 3 clusters Score -3395938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3395938.000000 Penalty: 5175.219727
	Iteration 32Q: 3 clusters Score -3395938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3395939.250000 Penalty: 5175.219727
	Iteration 33Q: 3 clusters Score -3395939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3395941.250000 Penalty: 5175.219727
	Iteration 34Q: 3 clusters Score -3395941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3395944.250000 Penalty: 5175.219727
	Iteration 35Q: 3 clusters Score -3395944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3395941.500000 Penalty: 5175.219727
	Iteration 36Q: 3 clusters Score -3395942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3395941.500000 Penalty: 5175.219727
	Iteration 37F: 3 clusters Score -3395942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Entering Unmasked Estep 
Score: -983186.562500 Penalty: 2291.181641
	Iteration 0F: 2 clusters Score -983186.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -975302.500000 Penalty: 4582.363281
	Iteration 0F: 3 clusters Score -975302.5 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -977737.937500 Penalty: 4582.363281
	Iteration 1F: 3 clusters Score -977737.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -978218.062500 Penalty: 4582.363281
	Iteration 2F: 3 clusters Score -978218.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -978601.125000 Penalty: 4582.363281
	Iteration 3F: 3 clusters Score -978601.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -978886.750000 Penalty: 4582.363281
	Iteration 4F: 3 clusters Score -978886.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -979162.000000 Penalty: 4582.363281
	Iteration 5Q: 3 clusters Score -979162 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -979393.375000 Penalty: 4582.363281
	Iteration 6Q: 3 clusters Score -979393.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -979595.687500 Penalty: 4582.363281
	Iteration 7Q: 3 clusters Score -979595.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -979788.000000 Penalty: 4582.363281
	Iteration 8Q: 3 clusters Score -979788 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -979979.125000 Penalty: 4582.363281
	Iteration 9Q: 3 clusters Score -979979.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -980168.875000 Penalty: 4582.363281
	Iteration 10Q: 3 clusters Score -980168.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -980347.687500 Penalty: 4582.363281
	Iteration 11Q: 3 clusters Score -980347.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -980501.562500 Penalty: 4582.363281
	Iteration 12Q: 3 clusters Score -980501.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -980644.812500 Penalty: 4582.363281
	Iteration 13Q: 3 clusters Score -980644.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -980760.750000 Penalty: 4582.363281
	Iteration 14Q: 3 clusters Score -980760.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -980846.562500 Penalty: 4582.363281
	Iteration 15Q: 3 clusters Score -980846.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -980904.687500 Penalty: 4582.363281
	Iteration 16Q: 3 clusters Score -980904.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -980946.375000 Penalty: 4582.363281
	Iteration 17Q: 3 clusters Score -980946.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -980976.625000 Penalty: 4582.363281
	Iteration 18Q: 3 clusters Score -980976.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -981011.562500 Penalty: 4582.363281
	Iteration 19Q: 3 clusters Score -981011.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -981043.125000 Penalty: 4582.363281
	Iteration 20F: 3 clusters Score -981043.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -981070.625000 Penalty: 4582.363281
	Iteration 21Q: 3 clusters Score -981070.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -981099.312500 Penalty: 4582.363281
	Iteration 22Q: 3 clusters Score -981099.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -981126.437500 Penalty: 4582.363281
	Iteration 23Q: 3 clusters Score -981126.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -981144.625000 Penalty: 4582.363281
	Iteration 24Q: 3 clusters Score -981144.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -981161.312500 Penalty: 4582.363281
	Iteration 25Q: 3 clusters Score -981161.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -981175.250000 Penalty: 4582.363281
	Iteration 26Q: 3 clusters Score -981175.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -981185.875000 Penalty: 4582.363281
	Iteration 27Q: 3 clusters Score -981185.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -981194.812500 Penalty: 4582.363281
	Iteration 28Q: 3 clusters Score -981194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -981204.125000 Penalty: 4582.363281
	Iteration 29Q: 3 clusters Score -981204.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -981207.500000 Penalty: 4582.363281
	Iteration 30Q: 3 clusters Score -981207.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -981214.687500 Penalty: 4582.363281
	Iteration 31Q: 3 clusters Score -981214.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -981223.312500 Penalty: 4582.363281
	Iteration 32Q: 3 clusters Score -981223.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -981227.937500 Penalty: 4582.363281
	Iteration 33Q: 3 clusters Score -981227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -981232.062500 Penalty: 4582.363281
	Iteration 34Q: 3 clusters Score -981232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -981236.062500 Penalty: 4582.363281
	Iteration 35Q: 3 clusters Score -981236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -981239.750000 Penalty: 4582.363281
	Iteration 36Q: 3 clusters Score -981239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -981243.125000 Penalty: 4582.363281
	Iteration 37Q: 3 clusters Score -981243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -981245.812500 Penalty: 4582.363281
	Iteration 38Q: 3 clusters Score -981245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -981250.062500 Penalty: 4582.363281
	Iteration 39Q: 3 clusters Score -981250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -981251.687500 Penalty: 4582.363281
	Iteration 40F: 3 clusters Score -981251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -981251.437500 Penalty: 4582.363281
	Iteration 41Q: 3 clusters Score -981251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -981252.625000 Penalty: 4582.363281
	Iteration 42Q: 3 clusters Score -981252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -981256.500000 Penalty: 4582.363281
	Iteration 43Q: 3 clusters Score -981256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -981255.625000 Penalty: 4582.363281
	Iteration 44Q: 3 clusters Score -981255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -981257.812500 Penalty: 4582.363281
	Iteration 45Q: 3 clusters Score -981257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -981261.125000 Penalty: 4582.363281
	Iteration 46Q: 3 clusters Score -981261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -981264.062500 Penalty: 4582.363281
	Iteration 47Q: 3 clusters Score -981264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -981266.812500 Penalty: 4582.363281
	Iteration 48Q: 3 clusters Score -981266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -981268.062500 Penalty: 4582.363281
	Iteration 49Q: 3 clusters Score -981268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -981270.062500 Penalty: 4582.363281
	Iteration 50Q: 3 clusters Score -981270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -981270.062500 Penalty: 4582.363281
	Iteration 51Q: 3 clusters Score -981270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -981272.812500 Penalty: 4582.363281
	Iteration 52Q: 3 clusters Score -981272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -981272.937500 Penalty: 4582.363281
	Iteration 53Q: 3 clusters Score -981272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -981274.062500 Penalty: 4582.363281
	Iteration 54Q: 3 clusters Score -981274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -981275.687500 Penalty: 4582.363281
	Iteration 55Q: 3 clusters Score -981275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -981274.562500 Penalty: 4582.363281
	Iteration 56Q: 3 clusters Score -981274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -981274.562500 Penalty: 4582.363281
	Iteration 57F: 3 clusters Score -981274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -479011.125000 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -479011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -474301.687500 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -474301.7 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -475497.750000 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -475497.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -475778.406250 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -475778.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -475999.875000 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -475999.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -476242.468750 Penalty: 4256.228516
	Iteration 4F: 3 clusters Score -476242.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -476485.468750 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -476485.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -476698.656250 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -476698.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -476887.531250 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -476887.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -477064.718750 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -477064.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -477245.312500 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -477245.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -477395.781250 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -477395.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -477479.468750 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -477479.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -477545.437500 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -477545.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -477597.281250 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -477597.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -477646.062500 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -477646.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -477688.875000 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -477688.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -477741.468750 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -477741.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -477815.281250 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -477815.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -477882.625000 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -477882.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -477945.156250 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -477945.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -478000.375000 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -478000.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -478050.781250 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -478050.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -478095.375000 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -478095.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -478126.656250 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -478126.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -478155.437500 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -478155.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -478181.843750 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -478181.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -478217.968750 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -478218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -478241.781250 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -478241.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -478267.937500 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -478267.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -478301.156250 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -478301.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -478343.718750 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -478343.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -478407.125000 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -478407.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -478513.250000 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -478513.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -478629.750000 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -478629.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -478735.781250 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -478735.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -478837.843750 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -478837.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -478950.093750 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -478950.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -479083.843750 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -479083.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -479212.281250 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -479212.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -479274.906250 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -479274.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -479306.406250 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -479306.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -479320.593750 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -479320.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -479332.437500 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -479332.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -479344.031250 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -479344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -479352.281250 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -479352.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -479359.312500 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -479359.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -479365.281250 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -479365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -479367.937500 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -479367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -479367.125000 Penalty: 4256.228516
	Iteration 48Q: 3 clusters Score -479367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -479367.968750 Penalty: 4256.228516
	Iteration 49Q: 3 clusters Score -479368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -479368.906250 Penalty: 4256.228516
	Iteration 50Q: 3 clusters Score -479368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -479370.750000 Penalty: 4256.228516
	Iteration 51Q: 3 clusters Score -479370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -479370.843750 Penalty: 4256.228516
	Iteration 52Q: 3 clusters Score -479370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -479370.906250 Penalty: 4256.228516
	Iteration 53Q: 3 clusters Score -479370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -479371.312500 Penalty: 4256.228516
	Iteration 54Q: 3 clusters Score -479371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -479371.718750 Penalty: 4256.228516
	Iteration 55Q: 3 clusters Score -479371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -479372.625000 Penalty: 4256.228516
	Iteration 56Q: 3 clusters Score -479372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -479374.812500 Penalty: 4256.228516
	Iteration 57Q: 3 clusters Score -479374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -479377.312500 Penalty: 4256.228516
	Iteration 58Q: 3 clusters Score -479377.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -479380.375000 Penalty: 4256.228516
	Iteration 59Q: 3 clusters Score -479380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -479381.968750 Penalty: 4256.228516
	Iteration 60F: 3 clusters Score -479382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -479384.281250 Penalty: 4256.228516
	Iteration 61Q: 3 clusters Score -479384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -479386.781250 Penalty: 4256.228516
	Iteration 62Q: 3 clusters Score -479386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -479390.312500 Penalty: 4256.228516
	Iteration 63Q: 3 clusters Score -479390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -479391.718750 Penalty: 4256.228516
	Iteration 64Q: 3 clusters Score -479391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -479396.875000 Penalty: 4256.228516
	Iteration 65Q: 3 clusters Score -479396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -479401.031250 Penalty: 4256.228516
	Iteration 66Q: 3 clusters Score -479401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -479404.000000 Penalty: 4256.228516
	Iteration 67Q: 3 clusters Score -479404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -479407.656250 Penalty: 4256.228516
	Iteration 68Q: 3 clusters Score -479407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -479411.500000 Penalty: 4256.228516
	Iteration 69Q: 3 clusters Score -479411.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -479412.625000 Penalty: 4256.228516
	Iteration 70Q: 3 clusters Score -479412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -479417.968750 Penalty: 4256.228516
	Iteration 71Q: 3 clusters Score -479418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -479422.468750 Penalty: 4256.228516
	Iteration 72Q: 3 clusters Score -479422.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -479429.343750 Penalty: 4256.228516
	Iteration 73Q: 3 clusters Score -479429.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -479435.500000 Penalty: 4256.228516
	Iteration 74Q: 3 clusters Score -479435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -479442.562500 Penalty: 4256.228516
	Iteration 75Q: 3 clusters Score -479442.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -479452.343750 Penalty: 4256.228516
	Iteration 76Q: 3 clusters Score -479452.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -479463.218750 Penalty: 4256.228516
	Iteration 77Q: 3 clusters Score -479463.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -479472.250000 Penalty: 4256.228516
	Iteration 78Q: 3 clusters Score -479472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -479481.031250 Penalty: 4256.228516
	Iteration 79Q: 3 clusters Score -479481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -479483.062500 Penalty: 4256.228516
	Iteration 80F: 3 clusters Score -479483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -479485.750000 Penalty: 4256.228516
	Iteration 81Q: 3 clusters Score -479485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -479485.562500 Penalty: 4256.228516
	Iteration 82Q: 3 clusters Score -479485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -479485.875000 Penalty: 4256.228516
	Iteration 83Q: 3 clusters Score -479485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -479486.843750 Penalty: 4256.228516
	Iteration 84Q: 3 clusters Score -479486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -479488.718750 Penalty: 4256.228516
	Iteration 85Q: 3 clusters Score -479488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -479489.875000 Penalty: 4256.228516
	Iteration 86Q: 3 clusters Score -479489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -479490.218750 Penalty: 4256.228516
	Iteration 87Q: 3 clusters Score -479490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -479490.531250 Penalty: 4256.228516
	Iteration 88Q: 3 clusters Score -479490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -479492.250000 Penalty: 4256.228516
	Iteration 89Q: 3 clusters Score -479492.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -479493.687500 Penalty: 4256.228516
	Iteration 90Q: 3 clusters Score -479493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -479493.843750 Penalty: 4256.228516
	Iteration 91Q: 3 clusters Score -479493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -479497.156250 Penalty: 4256.228516
	Iteration 92Q: 3 clusters Score -479497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -479500.937500 Penalty: 4256.228516
	Iteration 93Q: 3 clusters Score -479500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -479507.687500 Penalty: 4256.228516
	Iteration 94Q: 3 clusters Score -479507.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -479510.812500 Penalty: 4256.228516
	Iteration 95Q: 3 clusters Score -479510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -479511.750000 Penalty: 4256.228516
	Iteration 96Q: 3 clusters Score -479511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -479511.937500 Penalty: 4256.228516
	Iteration 97Q: 3 clusters Score -479511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -479514.812500 Penalty: 4256.228516
	Iteration 98Q: 3 clusters Score -479514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -479515.750000 Penalty: 4256.228516
	Iteration 99Q: 3 clusters Score -479515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -479520.031250 Penalty: 4256.228516
	Iteration 100F: 3 clusters Score -479520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -479521.875000 Penalty: 4256.228516
	Iteration 101Q: 3 clusters Score -479521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -479523.593750 Penalty: 4256.228516
	Iteration 102Q: 3 clusters Score -479523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -479523.406250 Penalty: 4256.228516
	Iteration 103Q: 3 clusters Score -479523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -479524.343750 Penalty: 4256.228516
	Iteration 104Q: 3 clusters Score -479524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -479524.781250 Penalty: 4256.228516
	Iteration 105Q: 3 clusters Score -479524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479524.968750 Penalty: 4256.228516
	Iteration 106Q: 3 clusters Score -479525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479527.406250 Penalty: 4256.228516
	Iteration 107Q: 3 clusters Score -479527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -479530.687500 Penalty: 4256.228516
	Iteration 108Q: 3 clusters Score -479530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479531.312500 Penalty: 4256.228516
	Iteration 109Q: 3 clusters Score -479531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -479532.250000 Penalty: 4256.228516
	Iteration 110Q: 3 clusters Score -479532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -479531.656250 Penalty: 4256.228516
	Iteration 111Q: 3 clusters Score -479531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -479531.656250 Penalty: 4256.228516
	Iteration 112F: 3 clusters Score -479531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 2142 members 
Mstep: Class 36 contains 2390 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Mstep: Class 43 contains 12946 members 
Mstep: Class 44 contains 8145 members 
Mstep: Class 45 contains 5043 members 
Mstep: Class 46 contains 3188 members 
Entering Unmasked Estep 
Score: -58888692.000000 Penalty: 152269.187500
Splitting cluster 35 changes total score from -58872092.000000 to -58888692.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 36 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -199998.640625 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -199998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -197176.875000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -197176.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -198090.140625 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -198090.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -198612.093750 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -198612.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -199049.656250 Penalty: 3858.407959
	Iteration 3F: 3 clusters Score -199049.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -199418.500000 Penalty: 3858.407959
	Iteration 4F: 3 clusters Score -199418.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -199717.921875 Penalty: 3858.407959
	Iteration 5F: 3 clusters Score -199717.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -199986.265625 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -199986.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -200123.953125 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -200124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -200175.656250 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -200175.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -200200.796875 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -200200.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -200228.203125 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -200228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -200251.781250 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -200251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -200276.234375 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -200276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -200286.265625 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -200286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -200289.156250 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -200289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -200295.531250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -200295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -200306.375000 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -200306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -200311.250000 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -200311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -200314.703125 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -200314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -200316.406250 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -200316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -200319.015625 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -200319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -200319.515625 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -200319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -200320.218750 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -200320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -200320.218750 Penalty: 3858.407959
	Iteration 23F: 3 clusters Score -200320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 2142 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Mstep: Class 43 contains 12946 members 
Mstep: Class 44 contains 8145 members 
Mstep: Class 45 contains 5043 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 1619 members 
Entering Unmasked Estep 
Score: -58887728.000000 Penalty: 155579.390625
Splitting cluster 36 changes total score from -58872092.000000 to -58887728.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 37 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -1526815.250000 Penalty: 2387.252930
	Iteration 0F: 2 clusters Score -1526815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1515940.625000 Penalty: 4774.505859
	Iteration 0F: 3 clusters Score -1515941 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1519429.875000 Penalty: 4774.505859
	Iteration 1F: 3 clusters Score -1519430 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1519767.375000 Penalty: 4774.505859
	Iteration 2F: 3 clusters Score -1519767 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1520004.250000 Penalty: 4774.505859
	Iteration 3Q: 3 clusters Score -1520004 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1520229.625000 Penalty: 4774.505859
	Iteration 4Q: 3 clusters Score -1520230 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1520431.250000 Penalty: 4774.505859
	Iteration 5Q: 3 clusters Score -1520431 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1520606.250000 Penalty: 4774.505859
	Iteration 6Q: 3 clusters Score -1520606 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1520780.500000 Penalty: 4774.505859
	Iteration 7Q: 3 clusters Score -1520780 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1520952.250000 Penalty: 4774.505859
	Iteration 8Q: 3 clusters Score -1520952 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1521191.875000 Penalty: 4774.505859
	Iteration 9Q: 3 clusters Score -1521192 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1521459.875000 Penalty: 4774.505859
	Iteration 10Q: 3 clusters Score -1521460 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1521785.875000 Penalty: 4774.505859
	Iteration 11Q: 3 clusters Score -1521786 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1522202.625000 Penalty: 4774.505859
	Iteration 12Q: 3 clusters Score -1522203 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1522710.750000 Penalty: 4774.505859
	Iteration 13Q: 3 clusters Score -1522711 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1523363.625000 Penalty: 4774.505859
	Iteration 14Q: 3 clusters Score -1523364 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1524134.875000 Penalty: 4774.505859
	Iteration 15F: 3 clusters Score -1524135 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1525336.875000 Penalty: 4774.505859
	Iteration 16F: 3 clusters Score -1525337 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1527500.500000 Penalty: 4774.505859
	Iteration 17F: 3 clusters Score -1527500 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1530917.000000 Penalty: 4774.505859
	Iteration 18F: 3 clusters Score -1530917 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1532393.500000 Penalty: 4774.505859
	Iteration 19Q: 3 clusters Score -1532394 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1533045.375000 Penalty: 4774.505859
	Iteration 20F: 3 clusters Score -1533045 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1533469.500000 Penalty: 4774.505859
	Iteration 21Q: 3 clusters Score -1533470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1533648.000000 Penalty: 4774.505859
	Iteration 22Q: 3 clusters Score -1533648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1533706.500000 Penalty: 4774.505859
	Iteration 23Q: 3 clusters Score -1533706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1533717.500000 Penalty: 4774.505859
	Iteration 24Q: 3 clusters Score -1533718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1533725.625000 Penalty: 4774.505859
	Iteration 25Q: 3 clusters Score -1533726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1533731.250000 Penalty: 4774.505859
	Iteration 26Q: 3 clusters Score -1533731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1533733.750000 Penalty: 4774.505859
	Iteration 27Q: 3 clusters Score -1533734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1533731.500000 Penalty: 4774.505859
	Iteration 28Q: 3 clusters Score -1533732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1533731.500000 Penalty: 4774.505859
	Iteration 29F: 3 clusters Score -1533732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 2142 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Mstep: Class 40 contains 27352 members 
Mstep: Class 41 contains 2207 members 
Mstep: Class 42 contains 12715 members 
Mstep: Class 43 contains 12946 members 
Mstep: Class 44 contains 8145 members 
Mstep: Class 45 contains 5043 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 1619 members 
Mstep: Class 48 contains 5735 members 
Entering Unmasked Estep 
Score: -58893808.000000 Penalty: 158889.593750
Splitting cluster 37 changes total score from -58872092.000000 to -58893808.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 38 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -245944.250000 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -245944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -242912.765625 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -242912.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -243529.593750 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -243529.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -243648.140625 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -243648.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -243733.750000 Penalty: 3916.874512
	Iteration 3Q: 3 clusters Score -243733.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243801.234375 Penalty: 3916.874512
	Iteration 4Q: 3 clusters Score -243801.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243850.296875 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -243850.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -243907.796875 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -243907.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -243968.796875 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -243968.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -244046.125000 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -244046.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -244119.875000 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -244119.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -244178.484375 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -244178.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -244226.921875 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -244226.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -244275.921875 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -244275.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -244312.046875 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -244312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -244346.671875 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -244346.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -244389.531250 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -244389.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244423.468750 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -244423.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -244452.171875 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -244452.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -244482.390625 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -244482.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -244517.625000 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -244517.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244559.765625 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -244559.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -244592.859375 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -244592.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244627.375000 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -244627.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -244665.750000 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -244665.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -244690.593750 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -244690.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -244713.359375 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -244713.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -244737.437500 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -244737.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244758.875000 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -244758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244769.468750 Penalty: 3916.874512
	Iteration 28Q: 3 clusters Score -244769.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -244779.296875 Penalty: 3916.874512
	Iteration 29Q: 3 clusters Score -244779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244787.656250 Penalty: 3916.874512
	Iteration 30Q: 3 clusters Score -244787.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -244794.703125 Penalty: 3916.874512
	Iteration 31Q: 3 clusters Score -244794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244800.859375 Penalty: 3916.874512
	Iteration 32Q: 3 clusters Score -244800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -244804.531250 Penalty: 3916.874512
	Iteration 33Q: 3 clusters Score -244804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244808.203125 Penalty: 3916.874512
	Iteration 34Q: 3 clusters Score -244808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244809.093750 Penalty: 3916.874512
	Iteration 35Q: 3 clusters Score -244809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244809.703125 Penalty: 3916.874512
	Iteration 36Q: 3 clusters Score -244809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244809.703125 Penalty: 3916.874512
	Iteration 37F: 3 clusters Score -244809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Entering Unmasked Estep 
Score: -1352396.500000 Penalty: 2362.834229
	Iteration 0F: 2 clusters Score -1352396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1342408.375000 Penalty: 4725.668457
	Iteration 0F: 3 clusters Score -1342408 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1345468.125000 Penalty: 4725.668457
	Iteration 1F: 3 clusters Score -1345468 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1345789.750000 Penalty: 4725.668457
	Iteration 2F: 3 clusters Score -1345790 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1346027.625000 Penalty: 4725.668457
	Iteration 3Q: 3 clusters Score -1346028 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1346216.375000 Penalty: 4725.668457
	Iteration 4Q: 3 clusters Score -1346216 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1346373.125000 Penalty: 4725.668457
	Iteration 5Q: 3 clusters Score -1346373 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1346497.625000 Penalty: 4725.668457
	Iteration 6Q: 3 clusters Score -1346498 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1346619.625000 Penalty: 4725.668457
	Iteration 7Q: 3 clusters Score -1346620 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1346735.750000 Penalty: 4725.668457
	Iteration 8Q: 3 clusters Score -1346736 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1346870.500000 Penalty: 4725.668457
	Iteration 9Q: 3 clusters Score -1346870 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1347029.375000 Penalty: 4725.668457
	Iteration 10Q: 3 clusters Score -1347029 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1347250.500000 Penalty: 4725.668457
	Iteration 11Q: 3 clusters Score -1347250 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1347499.875000 Penalty: 4725.668457
	Iteration 12Q: 3 clusters Score -1347500 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1347751.000000 Penalty: 4725.668457
	Iteration 13Q: 3 clusters Score -1347751 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1348039.500000 Penalty: 4725.668457
	Iteration 14Q: 3 clusters Score -1348040 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1348378.875000 Penalty: 4725.668457
	Iteration 15Q: 3 clusters Score -1348379 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1348730.625000 Penalty: 4725.668457
	Iteration 16Q: 3 clusters Score -1348731 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1349043.125000 Penalty: 4725.668457
	Iteration 17Q: 3 clusters Score -1349043 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1349304.250000 Penalty: 4725.668457
	Iteration 18Q: 3 clusters Score -1349304 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1349509.625000 Penalty: 4725.668457
	Iteration 19Q: 3 clusters Score -1349510 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1349673.375000 Penalty: 4725.668457
	Iteration 20F: 3 clusters Score -1349673 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1349778.000000 Penalty: 4725.668457
	Iteration 21Q: 3 clusters Score -1349778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1349874.250000 Penalty: 4725.668457
	Iteration 22Q: 3 clusters Score -1349874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1349941.000000 Penalty: 4725.668457
	Iteration 23Q: 3 clusters Score -1349941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1349989.125000 Penalty: 4725.668457
	Iteration 24Q: 3 clusters Score -1349989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1350022.125000 Penalty: 4725.668457
	Iteration 25Q: 3 clusters Score -1350022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1350051.000000 Penalty: 4725.668457
	Iteration 26Q: 3 clusters Score -1350051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1350066.750000 Penalty: 4725.668457
	Iteration 27Q: 3 clusters Score -1350067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1350083.125000 Penalty: 4725.668457
	Iteration 28Q: 3 clusters Score -1350083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1350099.375000 Penalty: 4725.668457
	Iteration 29Q: 3 clusters Score -1350099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1350117.000000 Penalty: 4725.668457
	Iteration 30Q: 3 clusters Score -1350117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1350131.750000 Penalty: 4725.668457
	Iteration 31Q: 3 clusters Score -1350132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1350142.375000 Penalty: 4725.668457
	Iteration 32Q: 3 clusters Score -1350142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1350155.750000 Penalty: 4725.668457
	Iteration 33Q: 3 clusters Score -1350156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1350158.750000 Penalty: 4725.668457
	Iteration 34Q: 3 clusters Score -1350159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1350163.375000 Penalty: 4725.668457
	Iteration 35Q: 3 clusters Score -1350163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1350176.125000 Penalty: 4725.668457
	Iteration 36Q: 3 clusters Score -1350176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1350184.875000 Penalty: 4725.668457
	Iteration 37Q: 3 clusters Score -1350185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1350193.625000 Penalty: 4725.668457
	Iteration 38Q: 3 clusters Score -1350194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1350195.750000 Penalty: 4725.668457
	Iteration 39Q: 3 clusters Score -1350196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1350199.500000 Penalty: 4725.668457
	Iteration 40F: 3 clusters Score -1350200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1350201.500000 Penalty: 4725.668457
	Iteration 41Q: 3 clusters Score -1350202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1350205.375000 Penalty: 4725.668457
	Iteration 42Q: 3 clusters Score -1350205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1350207.250000 Penalty: 4725.668457
	Iteration 43Q: 3 clusters Score -1350207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1350210.375000 Penalty: 4725.668457
	Iteration 44Q: 3 clusters Score -1350210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1350211.250000 Penalty: 4725.668457
	Iteration 45Q: 3 clusters Score -1350211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1350215.625000 Penalty: 4725.668457
	Iteration 46Q: 3 clusters Score -1350216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1350214.000000 Penalty: 4725.668457
	Iteration 47Q: 3 clusters Score -1350214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1350216.250000 Penalty: 4725.668457
	Iteration 48Q: 3 clusters Score -1350216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1350216.250000 Penalty: 4725.668457
	Iteration 49F: 3 clusters Score -1350216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56238 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 46889 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 6587 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 103591 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 2177 members 
Mstep: Class 30 contains 2565 members 
Mstep: Class 31 contains 4365 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 33993 members 
Mstep: Class 34 contains 10287 members 
Mstep: Class 35 contains 2142 members 
Mstep: Class 36 contains 771 members 
Mstep: Class 37 contains 9419 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 13733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58900676.000000 Penalty: 158889.593750
Iteration 79Q: 49 clusters Score -5.890068e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 13422 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 25674 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 12865 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 63493 members 
Mstep: Class 16 contains 56609 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 10677 members 
Mstep: Class 20 contains 46586 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 6704 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 103715 members 
Mstep: Class 25 contains 4543 members 
Mstep: Class 26 contains 3643 members 
Mstep: Class 27 contains 4656 members 
Mstep: Class 28 contains 6511 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 2579 members 
Mstep: Class 31 contains 4833 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 34163 members 
Mstep: Class 34 contains 10288 members 
Mstep: Class 35 contains 2234 members 
Mstep: Class 36 contains 787 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 13739 members 
Mstep: Class 40 contains 26476 members 
Mstep: Class 41 contains 2167 members 
Mstep: Class 42 contains 11557 members 
Mstep: Class 43 contains 12403 members 
Mstep: Class 44 contains 8024 members 
Mstep: Class 45 contains 4890 members 
Mstep: Class 46 contains 3138 members 
Mstep: Class 47 contains 1537 members 
Mstep: Class 48 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58906192.000000 Penalty: 158889.593750
Iteration 80F: 49 clusters Score -5.890619e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 13654 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 25617 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 12785 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 10593 members 
Mstep: Class 15 contains 63393 members 
Mstep: Class 16 contains 56478 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 6288 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 103581 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 2600 members 
Mstep: Class 30 contains 2562 members 
Mstep: Class 31 contains 5078 members 
Mstep: Class 32 contains 1426 members 
Mstep: Class 33 contains 33986 members 
Mstep: Class 34 contains 10276 members 
Mstep: Class 35 contains 2310 members 
Mstep: Class 36 contains 784 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 2685 members 
Mstep: Class 39 contains 13754 members 
Mstep: Class 40 contains 27064 members 
Mstep: Class 41 contains 2352 members 
Mstep: Class 42 contains 11365 members 
Mstep: Class 43 contains 12650 members 
Mstep: Class 44 contains 8257 members 
Mstep: Class 45 contains 5058 members 
Mstep: Class 46 contains 3272 members 
Mstep: Class 47 contains 1629 members 
Mstep: Class 48 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58908084.000000 Penalty: 158889.593750
Iteration 81Q: 49 clusters Score -5.890808e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 6914 members 
Mstep: Class 6 contains 25566 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 10472 members 
Mstep: Class 15 contains 63354 members 
Mstep: Class 16 contains 56407 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 45866 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 6071 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 103494 members 
Mstep: Class 25 contains 4550 members 
Mstep: Class 26 contains 3645 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 6526 members 
Mstep: Class 29 contains 2676 members 
Mstep: Class 30 contains 2559 members 
Mstep: Class 31 contains 5278 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 33904 members 
Mstep: Class 34 contains 10252 members 
Mstep: Class 35 contains 2376 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 13786 members 
Mstep: Class 40 contains 27363 members 
Mstep: Class 41 contains 2447 members 
Mstep: Class 42 contains 11188 members 
Mstep: Class 43 contains 12827 members 
Mstep: Class 44 contains 8356 members 
Mstep: Class 45 contains 5169 members 
Mstep: Class 46 contains 3351 members 
Mstep: Class 47 contains 1675 members 
Mstep: Class 48 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909276.000000 Penalty: 158889.593750
Iteration 82Q: 49 clusters Score -5.890928e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 13952 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 5336 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 25519 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 10 contains 13424 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2795 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 63324 members 
Mstep: Class 16 contains 56313 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 5103 members 
Mstep: Class 19 contains 10131 members 
Mstep: Class 20 contains 45677 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 103429 members 
Mstep: Class 25 contains 4557 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 4626 members 
Mstep: Class 28 contains 6564 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 2566 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 33837 members 
Mstep: Class 34 contains 10234 members 
Mstep: Class 35 contains 2423 members 
Mstep: Class 36 contains 785 members 
Mstep: Class 37 contains 9523 members 
Mstep: Class 38 contains 2694 members 
Mstep: Class 39 contains 13805 members 
Mstep: Class 40 contains 27581 members 
Mstep: Class 41 contains 2529 members 
Mstep: Class 42 contains 11076 members 
Mstep: Class 43 contains 12991 members 
Mstep: Class 44 contains 8425 members 
Mstep: Class 45 contains 5242 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 1698 members 
Mstep: Class 48 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58909668.000000 Penalty: 158889.593750
Iteration 83Q: 49 clusters Score -5.890967e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 3 contains 14082 members 
Mstep: Class 4 contains 5363 members 
Mstep: Class 5 contains 6843 members 
Mstep: Class 6 contains 25472 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 12575 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 13399 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 10310 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 16 contains 56208 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 45504 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 5908 members 
Mstep: Class 23 contains 4900 members 
Mstep: Class 24 contains 103361 members 
Mstep: Class 25 contains 4571 members 
Mstep: Class 26 contains 3638 members 
Mstep: Class 27 contains 4618 members 
Mstep: Class 28 contains 6602 members 
Mstep: Class 29 contains 2773 members 
Mstep: Class 30 contains 2567 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 1438 members 
Mstep: Class 33 contains 33781 members 
Mstep: Class 34 contains 10214 members 
Mstep: Class 35 contains 2459 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 9529 members 
Mstep: Class 38 contains 2693 members 
Mstep: Class 39 contains 13824 members 
Mstep: Class 40 contains 27734 members 
Mstep: Class 41 contains 2610 members 
Mstep: Class 42 contains 10998 members 
Mstep: Class 43 contains 13131 members 
Mstep: Class 44 contains 8466 members 
Mstep: Class 45 contains 5297 members 
Mstep: Class 46 contains 3426 members 
Mstep: Class 47 contains 1709 members 
Mstep: Class 48 contains 6000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910184.000000 Penalty: 158889.593750
Iteration 84Q: 49 clusters Score -5.891018e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 14161 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 25444 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 12509 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 13398 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 63316 members 
Mstep: Class 16 contains 56099 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 45370 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 103289 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 4611 members 
Mstep: Class 28 contains 6653 members 
Mstep: Class 29 contains 2803 members 
Mstep: Class 30 contains 2567 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 33723 members 
Mstep: Class 34 contains 10197 members 
Mstep: Class 35 contains 2486 members 
Mstep: Class 36 contains 797 members 
Mstep: Class 37 contains 9539 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 13840 members 
Mstep: Class 40 contains 27861 members 
Mstep: Class 41 contains 2684 members 
Mstep: Class 42 contains 10931 members 
Mstep: Class 43 contains 13252 members 
Mstep: Class 44 contains 8491 members 
Mstep: Class 45 contains 5345 members 
Mstep: Class 46 contains 3450 members 
Mstep: Class 47 contains 1718 members 
Mstep: Class 48 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910168.000000 Penalty: 158889.593750
Iteration 85Q: 49 clusters Score -5.891017e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 5407 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 25405 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 8150 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 10153 members 
Mstep: Class 15 contains 63296 members 
Mstep: Class 16 contains 56006 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 9890 members 
Mstep: Class 20 contains 45256 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 103245 members 
Mstep: Class 25 contains 4587 members 
Mstep: Class 26 contains 3642 members 
Mstep: Class 27 contains 4610 members 
Mstep: Class 28 contains 6713 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 2567 members 
Mstep: Class 31 contains 5638 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 33672 members 
Mstep: Class 34 contains 10186 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 802 members 
Mstep: Class 37 contains 9556 members 
Mstep: Class 38 contains 2705 members 
Mstep: Class 39 contains 13850 members 
Mstep: Class 40 contains 27967 members 
Mstep: Class 41 contains 2740 members 
Mstep: Class 42 contains 10905 members 
Mstep: Class 43 contains 13352 members 
Mstep: Class 44 contains 8508 members 
Mstep: Class 45 contains 5384 members 
Mstep: Class 46 contains 3457 members 
Mstep: Class 47 contains 1724 members 
Mstep: Class 48 contains 6053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910496.000000 Penalty: 158889.593750
Iteration 86Q: 49 clusters Score -5.89105e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 14284 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 6746 members 
Mstep: Class 6 contains 25372 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 12357 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 2747 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 63271 members 
Mstep: Class 16 contains 55895 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 45160 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 103189 members 
Mstep: Class 25 contains 4592 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 4605 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 2855 members 
Mstep: Class 30 contains 2570 members 
Mstep: Class 31 contains 5671 members 
Mstep: Class 32 contains 1451 members 
Mstep: Class 33 contains 33628 members 
Mstep: Class 34 contains 10161 members 
Mstep: Class 35 contains 2529 members 
Mstep: Class 36 contains 806 members 
Mstep: Class 37 contains 9561 members 
Mstep: Class 38 contains 2707 members 
Mstep: Class 39 contains 13865 members 
Mstep: Class 40 contains 28063 members 
Mstep: Class 41 contains 2778 members 
Mstep: Class 42 contains 10910 members 
Mstep: Class 43 contains 13466 members 
Mstep: Class 44 contains 8520 members 
Mstep: Class 45 contains 5427 members 
Mstep: Class 46 contains 3468 members 
Mstep: Class 47 contains 1733 members 
Mstep: Class 48 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58910708.000000 Penalty: 158889.593750
Iteration 87Q: 49 clusters Score -5.891071e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 13568 members 
Mstep: Class 3 contains 14330 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 25346 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 12264 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 10045 members 
Mstep: Class 15 contains 63238 members 
Mstep: Class 16 contains 55799 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 9803 members 
Mstep: Class 20 contains 45062 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 103128 members 
Mstep: Class 25 contains 4594 members 
Mstep: Class 26 contains 3650 members 
Mstep: Class 27 contains 4605 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 2876 members 
Mstep: Class 30 contains 2577 members 
Mstep: Class 31 contains 5708 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 33595 members 
Mstep: Class 34 contains 10147 members 
Mstep: Class 35 contains 2552 members 
Mstep: Class 36 contains 809 members 
Mstep: Class 37 contains 9565 members 
Mstep: Class 38 contains 2712 members 
Mstep: Class 39 contains 13875 members 
Mstep: Class 40 contains 28144 members 
Mstep: Class 41 contains 2814 members 
Mstep: Class 42 contains 10921 members 
Mstep: Class 43 contains 13564 members 
Mstep: Class 44 contains 8540 members 
Mstep: Class 45 contains 5461 members 
Mstep: Class 46 contains 3473 members 
Mstep: Class 47 contains 1742 members 
Mstep: Class 48 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58911080.000000 Penalty: 158889.593750
Iteration 88Q: 49 clusters Score -5.891108e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 14378 members 
Mstep: Class 4 contains 5429 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 25334 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 8477 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9996 members 
Mstep: Class 15 contains 63195 members 
Mstep: Class 16 contains 55708 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 44981 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 5940 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 103066 members 
Mstep: Class 25 contains 4599 members 
Mstep: Class 26 contains 3651 members 
Mstep: Class 27 contains 4602 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 2586 members 
Mstep: Class 31 contains 5737 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 33566 members 
Mstep: Class 34 contains 10137 members 
Mstep: Class 35 contains 2566 members 
Mstep: Class 36 contains 815 members 
Mstep: Class 37 contains 9569 members 
Mstep: Class 38 contains 2717 members 
Mstep: Class 39 contains 13889 members 
Mstep: Class 40 contains 28196 members 
Mstep: Class 41 contains 2849 members 
Mstep: Class 42 contains 10932 members 
Mstep: Class 43 contains 13652 members 
Mstep: Class 44 contains 8550 members 
Mstep: Class 45 contains 5497 members 
Mstep: Class 46 contains 3484 members 
Mstep: Class 47 contains 1750 members 
Mstep: Class 48 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58911520.000000 Penalty: 158889.593750
Iteration 89Q: 49 clusters Score -5.891152e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 13422 members 
Mstep: Class 3 contains 14402 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 25321 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 11981 members 
Mstep: Class 9 contains 8650 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 63155 members 
Mstep: Class 16 contains 55625 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 44918 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 102986 members 
Mstep: Class 25 contains 4605 members 
Mstep: Class 26 contains 3657 members 
Mstep: Class 27 contains 4599 members 
Mstep: Class 28 contains 6890 members 
Mstep: Class 29 contains 2909 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 5761 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 33536 members 
Mstep: Class 34 contains 10129 members 
Mstep: Class 35 contains 2578 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 9572 members 
Mstep: Class 38 contains 2720 members 
Mstep: Class 39 contains 13921 members 
Mstep: Class 40 contains 28252 members 
Mstep: Class 41 contains 2868 members 
Mstep: Class 42 contains 10944 members 
Mstep: Class 43 contains 13772 members 
Mstep: Class 44 contains 8559 members 
Mstep: Class 45 contains 5533 members 
Mstep: Class 46 contains 3495 members 
Mstep: Class 47 contains 1759 members 
Mstep: Class 48 contains 6118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58911900.000000 Penalty: 158889.593750
Iteration 90Q: 49 clusters Score -5.89119e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 13319 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 25311 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 11808 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 63108 members 
Mstep: Class 16 contains 55558 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 44862 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 5963 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 102891 members 
Mstep: Class 25 contains 4606 members 
Mstep: Class 26 contains 3663 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 6910 members 
Mstep: Class 29 contains 2921 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5777 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 33512 members 
Mstep: Class 34 contains 10120 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 9575 members 
Mstep: Class 38 contains 2724 members 
Mstep: Class 39 contains 13959 members 
Mstep: Class 40 contains 28308 members 
Mstep: Class 41 contains 2877 members 
Mstep: Class 42 contains 10978 members 
Mstep: Class 43 contains 13888 members 
Mstep: Class 44 contains 8569 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 3507 members 
Mstep: Class 47 contains 1763 members 
Mstep: Class 48 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912452.000000 Penalty: 158889.593750
Iteration 91Q: 49 clusters Score -5.891245e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 13244 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 25296 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 11615 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 63076 members 
Mstep: Class 16 contains 55493 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 9686 members 
Mstep: Class 20 contains 44801 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 102776 members 
Mstep: Class 25 contains 4608 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 6933 members 
Mstep: Class 29 contains 2934 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5791 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 2601 members 
Mstep: Class 36 contains 819 members 
Mstep: Class 37 contains 9580 members 
Mstep: Class 38 contains 2728 members 
Mstep: Class 39 contains 14014 members 
Mstep: Class 40 contains 28360 members 
Mstep: Class 41 contains 2887 members 
Mstep: Class 42 contains 10995 members 
Mstep: Class 43 contains 14002 members 
Mstep: Class 44 contains 8581 members 
Mstep: Class 45 contains 5601 members 
Mstep: Class 46 contains 3517 members 
Mstep: Class 47 contains 1763 members 
Mstep: Class 48 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912680.000000 Penalty: 158889.593750
Iteration 92Q: 49 clusters Score -5.891268e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 14456 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 25281 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 11478 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9829 members 
Mstep: Class 15 contains 63041 members 
Mstep: Class 16 contains 55440 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 44731 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 102657 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 6932 members 
Mstep: Class 29 contains 2952 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5803 members 
Mstep: Class 32 contains 1456 members 
Mstep: Class 33 contains 33491 members 
Mstep: Class 34 contains 10095 members 
Mstep: Class 35 contains 2604 members 
Mstep: Class 36 contains 819 members 
Mstep: Class 37 contains 9586 members 
Mstep: Class 38 contains 2730 members 
Mstep: Class 39 contains 14062 members 
Mstep: Class 40 contains 28400 members 
Mstep: Class 41 contains 2895 members 
Mstep: Class 42 contains 11021 members 
Mstep: Class 43 contains 14103 members 
Mstep: Class 44 contains 8592 members 
Mstep: Class 45 contains 5634 members 
Mstep: Class 46 contains 3524 members 
Mstep: Class 47 contains 1767 members 
Mstep: Class 48 contains 6155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58912816.000000 Penalty: 158889.593750
Iteration 93Q: 49 clusters Score -5.891282e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 13080 members 
Mstep: Class 3 contains 14473 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 25277 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 11361 members 
Mstep: Class 9 contains 9541 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9793 members 
Mstep: Class 15 contains 63011 members 
Mstep: Class 16 contains 55393 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5524 members 
Mstep: Class 19 contains 9664 members 
Mstep: Class 20 contains 44665 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 102555 members 
Mstep: Class 25 contains 4608 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 4592 members 
Mstep: Class 28 contains 6922 members 
Mstep: Class 29 contains 2973 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5811 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 33467 members 
Mstep: Class 34 contains 10089 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 824 members 
Mstep: Class 37 contains 9593 members 
Mstep: Class 38 contains 2730 members 
Mstep: Class 39 contains 14093 members 
Mstep: Class 40 contains 28458 members 
Mstep: Class 41 contains 2902 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 14206 members 
Mstep: Class 44 contains 8597 members 
Mstep: Class 45 contains 5668 members 
Mstep: Class 46 contains 3527 members 
Mstep: Class 47 contains 1763 members 
Mstep: Class 48 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913128.000000 Penalty: 158889.593750
Iteration 94Q: 49 clusters Score -5.891313e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 13001 members 
Mstep: Class 3 contains 14484 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 25269 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 11268 members 
Mstep: Class 9 contains 9723 members 
Mstep: Class 10 contains 13376 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9769 members 
Mstep: Class 15 contains 62978 members 
Mstep: Class 16 contains 55353 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 9658 members 
Mstep: Class 20 contains 44611 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 5983 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 102464 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 3704 members 
Mstep: Class 27 contains 4591 members 
Mstep: Class 28 contains 6903 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5813 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 33460 members 
Mstep: Class 34 contains 10087 members 
Mstep: Class 35 contains 2607 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 9597 members 
Mstep: Class 38 contains 2732 members 
Mstep: Class 39 contains 14105 members 
Mstep: Class 40 contains 28495 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 11074 members 
Mstep: Class 43 contains 14303 members 
Mstep: Class 44 contains 8600 members 
Mstep: Class 45 contains 5687 members 
Mstep: Class 46 contains 3530 members 
Mstep: Class 47 contains 1768 members 
Mstep: Class 48 contains 6161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913232.000000 Penalty: 158889.593750
Iteration 95Q: 49 clusters Score -5.891323e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 25263 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 9897 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 62955 members 
Mstep: Class 16 contains 55312 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 44564 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 102371 members 
Mstep: Class 25 contains 4608 members 
Mstep: Class 26 contains 3721 members 
Mstep: Class 27 contains 4590 members 
Mstep: Class 28 contains 6881 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5820 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 33461 members 
Mstep: Class 34 contains 10080 members 
Mstep: Class 35 contains 2608 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 9602 members 
Mstep: Class 38 contains 2733 members 
Mstep: Class 39 contains 14124 members 
Mstep: Class 40 contains 28526 members 
Mstep: Class 41 contains 2912 members 
Mstep: Class 42 contains 11096 members 
Mstep: Class 43 contains 14387 members 
Mstep: Class 44 contains 8604 members 
Mstep: Class 45 contains 5703 members 
Mstep: Class 46 contains 3529 members 
Mstep: Class 47 contains 1776 members 
Mstep: Class 48 contains 6162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913368.000000 Penalty: 158889.593750
Iteration 96Q: 49 clusters Score -5.891337e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 12839 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 25249 members 
Mstep: Class 7 contains 3473 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9712 members 
Mstep: Class 15 contains 62932 members 
Mstep: Class 16 contains 55278 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 19 contains 9645 members 
Mstep: Class 20 contains 44529 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 6001 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 102299 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 3740 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 6858 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 2601 members 
Mstep: Class 31 contains 5826 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 33466 members 
Mstep: Class 34 contains 10079 members 
Mstep: Class 35 contains 2612 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 9607 members 
Mstep: Class 38 contains 2738 members 
Mstep: Class 39 contains 14127 members 
Mstep: Class 40 contains 28541 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 11105 members 
Mstep: Class 43 contains 14448 members 
Mstep: Class 44 contains 8608 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 3530 members 
Mstep: Class 47 contains 1777 members 
Mstep: Class 48 contains 6162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913424.000000 Penalty: 158889.593750
Iteration 97Q: 49 clusters Score -5.891342e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 12765 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 4 contains 5461 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 25244 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 11005 members 
Mstep: Class 9 contains 10181 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9688 members 
Mstep: Class 15 contains 62912 members 
Mstep: Class 16 contains 55253 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5642 members 
Mstep: Class 19 contains 9642 members 
Mstep: Class 20 contains 44486 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 6008 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 102249 members 
Mstep: Class 25 contains 4611 members 
Mstep: Class 26 contains 3779 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 6835 members 
Mstep: Class 29 contains 3071 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5829 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 33468 members 
Mstep: Class 34 contains 10075 members 
Mstep: Class 35 contains 2618 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 9610 members 
Mstep: Class 38 contains 2742 members 
Mstep: Class 39 contains 14130 members 
Mstep: Class 40 contains 28560 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 11112 members 
Mstep: Class 43 contains 14512 members 
Mstep: Class 44 contains 8611 members 
Mstep: Class 45 contains 5743 members 
Mstep: Class 46 contains 3534 members 
Mstep: Class 47 contains 1779 members 
Mstep: Class 48 contains 6165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913620.000000 Penalty: 158889.593750
Iteration 98Q: 49 clusters Score -5.891362e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 12708 members 
Mstep: Class 3 contains 14566 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 25236 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 10927 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9667 members 
Mstep: Class 15 contains 62892 members 
Mstep: Class 16 contains 55219 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5670 members 
Mstep: Class 19 contains 9633 members 
Mstep: Class 20 contains 44440 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 6011 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 102203 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 3806 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 6825 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 5835 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 33470 members 
Mstep: Class 34 contains 10072 members 
Mstep: Class 35 contains 2623 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 9610 members 
Mstep: Class 38 contains 2746 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 28582 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 11122 members 
Mstep: Class 43 contains 14564 members 
Mstep: Class 44 contains 8613 members 
Mstep: Class 45 contains 5759 members 
Mstep: Class 46 contains 3535 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913500.000000 Penalty: 158889.593750
Iteration 99Q: 49 clusters Score -5.89135e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 12654 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 25229 members 
Mstep: Class 7 contains 3465 members 
Mstep: Class 8 contains 10848 members 
Mstep: Class 9 contains 10384 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9640 members 
Mstep: Class 15 contains 62874 members 
Mstep: Class 16 contains 55193 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 9627 members 
Mstep: Class 20 contains 44413 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 6010 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 102166 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 3833 members 
Mstep: Class 27 contains 4582 members 
Mstep: Class 28 contains 6812 members 
Mstep: Class 29 contains 3146 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5836 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 33465 members 
Mstep: Class 34 contains 10072 members 
Mstep: Class 35 contains 2630 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 2746 members 
Mstep: Class 39 contains 14135 members 
Mstep: Class 40 contains 28595 members 
Mstep: Class 41 contains 2917 members 
Mstep: Class 42 contains 11127 members 
Mstep: Class 43 contains 14605 members 
Mstep: Class 44 contains 8619 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3537 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913756.000000 Penalty: 158889.593750
Iteration 100F: 49 clusters Score -5.891376e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 14588 members 
Mstep: Class 4 contains 5475 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 25228 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 10785 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 62852 members 
Mstep: Class 16 contains 55164 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 9621 members 
Mstep: Class 20 contains 44378 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 6002 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 102112 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 3854 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6786 members 
Mstep: Class 29 contains 3181 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5839 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 33461 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 2633 members 
Mstep: Class 36 contains 832 members 
Mstep: Class 37 contains 9612 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14142 members 
Mstep: Class 40 contains 28602 members 
Mstep: Class 41 contains 2922 members 
Mstep: Class 42 contains 11127 members 
Mstep: Class 43 contains 14648 members 
Mstep: Class 44 contains 8628 members 
Mstep: Class 45 contains 5778 members 
Mstep: Class 46 contains 3542 members 
Mstep: Class 47 contains 1785 members 
Mstep: Class 48 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913936.000000 Penalty: 158889.593750
Iteration 101Q: 49 clusters Score -5.891394e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 12523 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 25222 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 10711 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 62832 members 
Mstep: Class 16 contains 55137 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 9613 members 
Mstep: Class 20 contains 44340 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 6004 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 102088 members 
Mstep: Class 25 contains 4611 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6757 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5843 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 33463 members 
Mstep: Class 34 contains 10067 members 
Mstep: Class 35 contains 2636 members 
Mstep: Class 36 contains 832 members 
Mstep: Class 37 contains 9613 members 
Mstep: Class 38 contains 2747 members 
Mstep: Class 39 contains 14143 members 
Mstep: Class 40 contains 28606 members 
Mstep: Class 41 contains 2926 members 
Mstep: Class 42 contains 11130 members 
Mstep: Class 43 contains 14687 members 
Mstep: Class 44 contains 8629 members 
Mstep: Class 45 contains 5782 members 
Mstep: Class 46 contains 3551 members 
Mstep: Class 47 contains 1788 members 
Mstep: Class 48 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913920.000000 Penalty: 158889.593750
Iteration 102Q: 49 clusters Score -5.891392e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 12474 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 25213 members 
Mstep: Class 7 contains 3453 members 
Mstep: Class 8 contains 10658 members 
Mstep: Class 9 contains 10696 members 
Mstep: Class 10 contains 13457 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9579 members 
Mstep: Class 15 contains 62814 members 
Mstep: Class 16 contains 55117 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 9610 members 
Mstep: Class 20 contains 44300 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 6002 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 102063 members 
Mstep: Class 25 contains 4613 members 
Mstep: Class 26 contains 3896 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5847 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 33462 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 2634 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 9613 members 
Mstep: Class 38 contains 2747 members 
Mstep: Class 39 contains 14147 members 
Mstep: Class 40 contains 28615 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 11132 members 
Mstep: Class 43 contains 14728 members 
Mstep: Class 44 contains 8635 members 
Mstep: Class 45 contains 5785 members 
Mstep: Class 46 contains 3558 members 
Mstep: Class 47 contains 1794 members 
Mstep: Class 48 contains 6189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58913956.000000 Penalty: 158889.593750
Iteration 103Q: 49 clusters Score -5.891396e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 12432 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 25209 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 10610 members 
Mstep: Class 9 contains 10751 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 2657 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9568 members 
Mstep: Class 15 contains 62805 members 
Mstep: Class 16 contains 55094 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5845 members 
Mstep: Class 19 contains 9605 members 
Mstep: Class 20 contains 44257 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5991 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 102051 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 3918 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6695 members 
Mstep: Class 29 contains 3249 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5849 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 33470 members 
Mstep: Class 34 contains 10062 members 
Mstep: Class 35 contains 2636 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 9613 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14147 members 
Mstep: Class 40 contains 28621 members 
Mstep: Class 41 contains 2930 members 
Mstep: Class 42 contains 11135 members 
Mstep: Class 43 contains 14759 members 
Mstep: Class 44 contains 8640 members 
Mstep: Class 45 contains 5784 members 
Mstep: Class 46 contains 3568 members 
Mstep: Class 47 contains 1796 members 
Mstep: Class 48 contains 6199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914096.000000 Penalty: 158889.593750
Iteration 104Q: 49 clusters Score -5.89141e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 10796 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9560 members 
Mstep: Class 15 contains 62789 members 
Mstep: Class 16 contains 55074 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5878 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 44215 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5990 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 102047 members 
Mstep: Class 25 contains 4616 members 
Mstep: Class 26 contains 3936 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6663 members 
Mstep: Class 29 contains 3274 members 
Mstep: Class 30 contains 2601 members 
Mstep: Class 31 contains 5856 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 33471 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 2635 members 
Mstep: Class 36 contains 835 members 
Mstep: Class 37 contains 9613 members 
Mstep: Class 38 contains 2747 members 
Mstep: Class 39 contains 14139 members 
Mstep: Class 40 contains 28626 members 
Mstep: Class 41 contains 2931 members 
Mstep: Class 42 contains 11138 members 
Mstep: Class 43 contains 14812 members 
Mstep: Class 44 contains 8643 members 
Mstep: Class 45 contains 5784 members 
Mstep: Class 46 contains 3574 members 
Mstep: Class 47 contains 1797 members 
Mstep: Class 48 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914232.000000 Penalty: 158889.593750
Iteration 105Q: 49 clusters Score -5.891423e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 5485 members 
Mstep: Class 5 contains 6339 members 
Mstep: Class 6 contains 25194 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 10531 members 
Mstep: Class 9 contains 10826 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9543 members 
Mstep: Class 15 contains 62782 members 
Mstep: Class 16 contains 55061 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5916 members 
Mstep: Class 19 contains 9596 members 
Mstep: Class 20 contains 44174 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5994 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 102038 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5860 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 33473 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 2631 members 
Mstep: Class 36 contains 838 members 
Mstep: Class 37 contains 9614 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14134 members 
Mstep: Class 40 contains 28636 members 
Mstep: Class 41 contains 2934 members 
Mstep: Class 42 contains 11135 members 
Mstep: Class 43 contains 14851 members 
Mstep: Class 44 contains 8645 members 
Mstep: Class 45 contains 5788 members 
Mstep: Class 46 contains 3581 members 
Mstep: Class 47 contains 1798 members 
Mstep: Class 48 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914248.000000 Penalty: 158889.593750
Iteration 106Q: 49 clusters Score -5.891425e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 25189 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 10503 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9535 members 
Mstep: Class 15 contains 62762 members 
Mstep: Class 16 contains 55053 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 44138 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 102029 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 3981 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 6626 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5866 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 33479 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 2633 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 28642 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 11125 members 
Mstep: Class 43 contains 14871 members 
Mstep: Class 44 contains 8646 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 3585 members 
Mstep: Class 47 contains 1798 members 
Mstep: Class 48 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914164.000000 Penalty: 158889.593750
Iteration 107Q: 49 clusters Score -5.891416e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 12305 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 25182 members 
Mstep: Class 7 contains 3428 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 13518 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9527 members 
Mstep: Class 15 contains 62746 members 
Mstep: Class 16 contains 55047 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 5971 members 
Mstep: Class 19 contains 9598 members 
Mstep: Class 20 contains 44105 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 102024 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 6609 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 5866 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 33482 members 
Mstep: Class 34 contains 10056 members 
Mstep: Class 35 contains 2629 members 
Mstep: Class 36 contains 841 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14132 members 
Mstep: Class 40 contains 28649 members 
Mstep: Class 41 contains 2951 members 
Mstep: Class 42 contains 11112 members 
Mstep: Class 43 contains 14890 members 
Mstep: Class 44 contains 8647 members 
Mstep: Class 45 contains 5797 members 
Mstep: Class 46 contains 3591 members 
Mstep: Class 47 contains 1799 members 
Mstep: Class 48 contains 6216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914288.000000 Penalty: 158889.593750
Iteration 108Q: 49 clusters Score -5.891429e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 6312 members 
Mstep: Class 6 contains 25182 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 10449 members 
Mstep: Class 9 contains 10933 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 62729 members 
Mstep: Class 16 contains 55042 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6003 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 44067 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 102013 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 4019 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 6600 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 5867 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33481 members 
Mstep: Class 34 contains 10055 members 
Mstep: Class 35 contains 2630 members 
Mstep: Class 36 contains 842 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14129 members 
Mstep: Class 40 contains 28656 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 11110 members 
Mstep: Class 43 contains 14920 members 
Mstep: Class 44 contains 8646 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 3591 members 
Mstep: Class 47 contains 1800 members 
Mstep: Class 48 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914312.000000 Penalty: 158889.593750
Iteration 109Q: 49 clusters Score -5.891431e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 12255 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 25183 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 10953 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 2629 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 9504 members 
Mstep: Class 15 contains 62716 members 
Mstep: Class 16 contains 55040 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 44033 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 102006 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 4034 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3353 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 5868 members 
Mstep: Class 32 contains 1466 members 
Mstep: Class 33 contains 33484 members 
Mstep: Class 34 contains 10054 members 
Mstep: Class 35 contains 2633 members 
Mstep: Class 36 contains 842 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 28660 members 
Mstep: Class 41 contains 2970 members 
Mstep: Class 42 contains 11103 members 
Mstep: Class 43 contains 14935 members 
Mstep: Class 44 contains 8644 members 
Mstep: Class 45 contains 5806 members 
Mstep: Class 46 contains 3593 members 
Mstep: Class 47 contains 1800 members 
Mstep: Class 48 contains 6222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914612.000000 Penalty: 158889.593750
Iteration 110Q: 49 clusters Score -5.891461e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 25179 members 
Mstep: Class 7 contains 3417 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 10976 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 62704 members 
Mstep: Class 16 contains 55033 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 19 contains 9588 members 
Mstep: Class 20 contains 44002 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 102006 members 
Mstep: Class 25 contains 4616 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3364 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 5869 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33483 members 
Mstep: Class 34 contains 10056 members 
Mstep: Class 35 contains 2635 members 
Mstep: Class 36 contains 842 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14129 members 
Mstep: Class 40 contains 28664 members 
Mstep: Class 41 contains 2979 members 
Mstep: Class 42 contains 11100 members 
Mstep: Class 43 contains 14956 members 
Mstep: Class 44 contains 8644 members 
Mstep: Class 45 contains 5806 members 
Mstep: Class 46 contains 3596 members 
Mstep: Class 47 contains 1803 members 
Mstep: Class 48 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914524.000000 Penalty: 158889.593750
Iteration 111Q: 49 clusters Score -5.891452e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 6293 members 
Mstep: Class 6 contains 25177 members 
Mstep: Class 7 contains 3414 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 10992 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9496 members 
Mstep: Class 15 contains 62695 members 
Mstep: Class 16 contains 55031 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6087 members 
Mstep: Class 19 contains 9582 members 
Mstep: Class 20 contains 43960 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 102003 members 
Mstep: Class 25 contains 4616 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 5871 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 33486 members 
Mstep: Class 34 contains 10056 members 
Mstep: Class 35 contains 2640 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 9617 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14133 members 
Mstep: Class 40 contains 28666 members 
Mstep: Class 41 contains 2987 members 
Mstep: Class 42 contains 11098 members 
Mstep: Class 43 contains 14965 members 
Mstep: Class 44 contains 8644 members 
Mstep: Class 45 contains 5805 members 
Mstep: Class 46 contains 3598 members 
Mstep: Class 47 contains 1808 members 
Mstep: Class 48 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914500.000000 Penalty: 158889.593750
Iteration 112Q: 49 clusters Score -5.89145e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 25174 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 10348 members 
Mstep: Class 9 contains 11005 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9494 members 
Mstep: Class 15 contains 62686 members 
Mstep: Class 16 contains 55027 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 43914 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 102008 members 
Mstep: Class 25 contains 4616 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 4580 members 
Mstep: Class 28 contains 6589 members 
Mstep: Class 29 contains 3391 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5875 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 33493 members 
Mstep: Class 34 contains 10055 members 
Mstep: Class 35 contains 2642 members 
Mstep: Class 36 contains 843 members 
Mstep: Class 37 contains 9621 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14130 members 
Mstep: Class 40 contains 28670 members 
Mstep: Class 41 contains 2997 members 
Mstep: Class 42 contains 11096 members 
Mstep: Class 43 contains 14975 members 
Mstep: Class 44 contains 8642 members 
Mstep: Class 45 contains 5807 members 
Mstep: Class 46 contains 3600 members 
Mstep: Class 47 contains 1810 members 
Mstep: Class 48 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914496.000000 Penalty: 158889.593750
Iteration 113Q: 49 clusters Score -5.89145e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 12148 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 25172 members 
Mstep: Class 7 contains 3408 members 
Mstep: Class 8 contains 10329 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 13576 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9498 members 
Mstep: Class 15 contains 62673 members 
Mstep: Class 16 contains 55025 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6143 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43866 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5938 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 102005 members 
Mstep: Class 25 contains 4616 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6582 members 
Mstep: Class 29 contains 3406 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 5880 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2647 members 
Mstep: Class 36 contains 844 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14126 members 
Mstep: Class 40 contains 28674 members 
Mstep: Class 41 contains 2999 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 14976 members 
Mstep: Class 44 contains 8642 members 
Mstep: Class 45 contains 5811 members 
Mstep: Class 46 contains 3600 members 
Mstep: Class 47 contains 1811 members 
Mstep: Class 48 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914464.000000 Penalty: 158889.593750
Iteration 114Q: 49 clusters Score -5.891446e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 14762 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 25173 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 10314 members 
Mstep: Class 9 contains 11044 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2607 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9498 members 
Mstep: Class 15 contains 62661 members 
Mstep: Class 16 contains 55016 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 43812 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 102000 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6578 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5883 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2652 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14125 members 
Mstep: Class 40 contains 28679 members 
Mstep: Class 41 contains 3006 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 14989 members 
Mstep: Class 44 contains 8642 members 
Mstep: Class 45 contains 5812 members 
Mstep: Class 46 contains 3601 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914484.000000 Penalty: 158889.593750
Iteration 115Q: 49 clusters Score -5.891448e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 12116 members 
Mstep: Class 3 contains 14772 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 6253 members 
Mstep: Class 6 contains 25169 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 13579 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9503 members 
Mstep: Class 15 contains 62655 members 
Mstep: Class 16 contains 55010 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 43768 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101994 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6574 members 
Mstep: Class 29 contains 3419 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 5885 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33498 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2651 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14119 members 
Mstep: Class 40 contains 28681 members 
Mstep: Class 41 contains 3009 members 
Mstep: Class 42 contains 11096 members 
Mstep: Class 43 contains 15011 members 
Mstep: Class 44 contains 8643 members 
Mstep: Class 45 contains 5812 members 
Mstep: Class 46 contains 3604 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914452.000000 Penalty: 158889.593750
Iteration 116Q: 49 clusters Score -5.891445e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 12097 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 25167 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 10281 members 
Mstep: Class 9 contains 11075 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9504 members 
Mstep: Class 15 contains 62646 members 
Mstep: Class 16 contains 54995 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 43734 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5928 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101980 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6568 members 
Mstep: Class 29 contains 3426 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5888 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10050 members 
Mstep: Class 35 contains 2649 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14116 members 
Mstep: Class 40 contains 28683 members 
Mstep: Class 41 contains 3013 members 
Mstep: Class 42 contains 11101 members 
Mstep: Class 43 contains 15035 members 
Mstep: Class 44 contains 8643 members 
Mstep: Class 45 contains 5813 members 
Mstep: Class 46 contains 3607 members 
Mstep: Class 47 contains 1814 members 
Mstep: Class 48 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914528.000000 Penalty: 158889.593750
Iteration 117Q: 49 clusters Score -5.891453e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 5504 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 25162 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 10267 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 13585 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 62632 members 
Mstep: Class 16 contains 54987 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6270 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43694 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101978 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4149 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 3434 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5890 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2649 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14110 members 
Mstep: Class 40 contains 28688 members 
Mstep: Class 41 contains 3014 members 
Mstep: Class 42 contains 11108 members 
Mstep: Class 43 contains 15061 members 
Mstep: Class 44 contains 8645 members 
Mstep: Class 45 contains 5813 members 
Mstep: Class 46 contains 3608 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58914476.000000 Penalty: 158889.593750
Iteration 118Q: 49 clusters Score -5.891448e+07 nChanged 163
Entering ConstructFrom: 
Score: -58914476.000000 Penalty: 158889.593750
Entering ConstructFrom: 
Trying to split cluster 1 (23583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Entering Unmasked Estep 
Score: -2336737.500000 Penalty: 2496.933838
	Iteration 0F: 2 clusters Score -2336738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2320518.750000 Penalty: 4993.867676
	Iteration 0F: 3 clusters Score -2320519 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2325979.250000 Penalty: 4993.867676
	Iteration 1F: 3 clusters Score -2325979 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2326405.500000 Penalty: 4993.867676
	Iteration 2Q: 3 clusters Score -2326406 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2326763.750000 Penalty: 4993.867676
	Iteration 3Q: 3 clusters Score -2326764 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2327095.250000 Penalty: 4993.867676
	Iteration 4Q: 3 clusters Score -2327095 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2327498.750000 Penalty: 4993.867676
	Iteration 5Q: 3 clusters Score -2327499 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2327995.250000 Penalty: 4993.867676
	Iteration 6Q: 3 clusters Score -2327995 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2328614.250000 Penalty: 4993.867676
	Iteration 7Q: 3 clusters Score -2328614 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2329302.750000 Penalty: 4993.867676
	Iteration 8Q: 3 clusters Score -2329303 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2330089.250000 Penalty: 4993.867676
	Iteration 9Q: 3 clusters Score -2330089 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2330950.000000 Penalty: 4993.867676
	Iteration 10Q: 3 clusters Score -2330950 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2331889.000000 Penalty: 4993.867676
	Iteration 11Q: 3 clusters Score -2331889 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2332739.500000 Penalty: 4993.867676
	Iteration 12Q: 3 clusters Score -2332740 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2333356.000000 Penalty: 4993.867676
	Iteration 13Q: 3 clusters Score -2333356 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2333797.000000 Penalty: 4993.867676
	Iteration 14Q: 3 clusters Score -2333797 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2334098.250000 Penalty: 4993.867676
	Iteration 15Q: 3 clusters Score -2334098 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2334331.500000 Penalty: 4993.867676
	Iteration 16Q: 3 clusters Score -2334332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2334500.500000 Penalty: 4993.867676
	Iteration 17Q: 3 clusters Score -2334500 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2334623.000000 Penalty: 4993.867676
	Iteration 18Q: 3 clusters Score -2334623 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2334728.750000 Penalty: 4993.867676
	Iteration 19Q: 3 clusters Score -2334729 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2334793.000000 Penalty: 4993.867676
	Iteration 20F: 3 clusters Score -2334793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2334824.750000 Penalty: 4993.867676
	Iteration 21Q: 3 clusters Score -2334825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2334855.250000 Penalty: 4993.867676
	Iteration 22Q: 3 clusters Score -2334855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2334880.500000 Penalty: 4993.867676
	Iteration 23Q: 3 clusters Score -2334880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2334895.250000 Penalty: 4993.867676
	Iteration 24Q: 3 clusters Score -2334895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2334903.500000 Penalty: 4993.867676
	Iteration 25Q: 3 clusters Score -2334904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2334917.750000 Penalty: 4993.867676
	Iteration 26Q: 3 clusters Score -2334918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2334931.250000 Penalty: 4993.867676
	Iteration 27Q: 3 clusters Score -2334931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2334940.750000 Penalty: 4993.867676
	Iteration 28Q: 3 clusters Score -2334941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2334948.000000 Penalty: 4993.867676
	Iteration 29Q: 3 clusters Score -2334948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2334954.750000 Penalty: 4993.867676
	Iteration 30Q: 3 clusters Score -2334955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2334959.500000 Penalty: 4993.867676
	Iteration 31Q: 3 clusters Score -2334960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2334966.000000 Penalty: 4993.867676
	Iteration 32Q: 3 clusters Score -2334966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2334972.750000 Penalty: 4993.867676
	Iteration 33Q: 3 clusters Score -2334973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2334977.750000 Penalty: 4993.867676
	Iteration 34Q: 3 clusters Score -2334978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2334984.000000 Penalty: 4993.867676
	Iteration 35Q: 3 clusters Score -2334984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2334990.250000 Penalty: 4993.867676
	Iteration 36Q: 3 clusters Score -2334990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2334991.000000 Penalty: 4993.867676
	Iteration 37Q: 3 clusters Score -2334991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2334993.750000 Penalty: 4993.867676
	Iteration 38Q: 3 clusters Score -2334994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2334999.250000 Penalty: 4993.867676
	Iteration 39Q: 3 clusters Score -2334999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2334997.000000 Penalty: 4993.867676
	Iteration 40F: 3 clusters Score -2334997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2335003.250000 Penalty: 4993.867676
	Iteration 41Q: 3 clusters Score -2335003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2335000.500000 Penalty: 4993.867676
	Iteration 42Q: 3 clusters Score -2335000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2335001.500000 Penalty: 4993.867676
	Iteration 43Q: 3 clusters Score -2335002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2335006.000000 Penalty: 4993.867676
	Iteration 44Q: 3 clusters Score -2335006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2335008.500000 Penalty: 4993.867676
	Iteration 45Q: 3 clusters Score -2335008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2335009.500000 Penalty: 4993.867676
	Iteration 46Q: 3 clusters Score -2335010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2335010.500000 Penalty: 4993.867676
	Iteration 47Q: 3 clusters Score -2335010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2335014.000000 Penalty: 4993.867676
	Iteration 48Q: 3 clusters Score -2335014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2335014.500000 Penalty: 4993.867676
	Iteration 49Q: 3 clusters Score -2335014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2335013.750000 Penalty: 4993.867676
	Iteration 50Q: 3 clusters Score -2335014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2335018.000000 Penalty: 4993.867676
	Iteration 51Q: 3 clusters Score -2335018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2335019.750000 Penalty: 4993.867676
	Iteration 52Q: 3 clusters Score -2335020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2335018.250000 Penalty: 4993.867676
	Iteration 53Q: 3 clusters Score -2335018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2335018.250000 Penalty: 4993.867676
	Iteration 54F: 3 clusters Score -2335018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Entering Unmasked Estep 
Score: -1095019.000000 Penalty: 2330.493652
	Iteration 0F: 2 clusters Score -1095019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1086048.125000 Penalty: 4660.987305
	Iteration 0F: 3 clusters Score -1086048 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1089151.625000 Penalty: 4660.987305
	Iteration 1F: 3 clusters Score -1089152 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1089877.500000 Penalty: 4660.987305
	Iteration 2F: 3 clusters Score -1089878 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1090429.875000 Penalty: 4660.987305
	Iteration 3F: 3 clusters Score -1090430 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1090836.625000 Penalty: 4660.987305
	Iteration 4F: 3 clusters Score -1090837 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1091179.750000 Penalty: 4660.987305
	Iteration 5F: 3 clusters Score -1091180 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1091437.125000 Penalty: 4660.987305
	Iteration 6Q: 3 clusters Score -1091437 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1091665.375000 Penalty: 4660.987305
	Iteration 7Q: 3 clusters Score -1091665 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1091863.375000 Penalty: 4660.987305
	Iteration 8Q: 3 clusters Score -1091863 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1092006.875000 Penalty: 4660.987305
	Iteration 9Q: 3 clusters Score -1092007 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1092148.375000 Penalty: 4660.987305
	Iteration 10Q: 3 clusters Score -1092148 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1092243.750000 Penalty: 4660.987305
	Iteration 11Q: 3 clusters Score -1092244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1092313.375000 Penalty: 4660.987305
	Iteration 12Q: 3 clusters Score -1092313 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1092369.125000 Penalty: 4660.987305
	Iteration 13Q: 3 clusters Score -1092369 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1092427.250000 Penalty: 4660.987305
	Iteration 14Q: 3 clusters Score -1092427 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1092474.250000 Penalty: 4660.987305
	Iteration 15Q: 3 clusters Score -1092474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1092507.125000 Penalty: 4660.987305
	Iteration 16Q: 3 clusters Score -1092507 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1092545.750000 Penalty: 4660.987305
	Iteration 17Q: 3 clusters Score -1092546 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1092573.625000 Penalty: 4660.987305
	Iteration 18Q: 3 clusters Score -1092574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1092610.875000 Penalty: 4660.987305
	Iteration 19Q: 3 clusters Score -1092611 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1092638.625000 Penalty: 4660.987305
	Iteration 20F: 3 clusters Score -1092639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1092655.250000 Penalty: 4660.987305
	Iteration 21Q: 3 clusters Score -1092655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1092672.375000 Penalty: 4660.987305
	Iteration 22Q: 3 clusters Score -1092672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1092687.250000 Penalty: 4660.987305
	Iteration 23Q: 3 clusters Score -1092687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1092702.000000 Penalty: 4660.987305
	Iteration 24Q: 3 clusters Score -1092702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1092720.875000 Penalty: 4660.987305
	Iteration 25Q: 3 clusters Score -1092721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1092732.875000 Penalty: 4660.987305
	Iteration 26Q: 3 clusters Score -1092733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1092744.875000 Penalty: 4660.987305
	Iteration 27Q: 3 clusters Score -1092745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1092751.125000 Penalty: 4660.987305
	Iteration 28Q: 3 clusters Score -1092751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1092758.000000 Penalty: 4660.987305
	Iteration 29Q: 3 clusters Score -1092758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1092765.000000 Penalty: 4660.987305
	Iteration 30Q: 3 clusters Score -1092765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1092768.625000 Penalty: 4660.987305
	Iteration 31Q: 3 clusters Score -1092769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1092771.750000 Penalty: 4660.987305
	Iteration 32Q: 3 clusters Score -1092772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1092778.875000 Penalty: 4660.987305
	Iteration 33Q: 3 clusters Score -1092779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1092781.000000 Penalty: 4660.987305
	Iteration 34Q: 3 clusters Score -1092781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1092784.750000 Penalty: 4660.987305
	Iteration 35Q: 3 clusters Score -1092785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1092790.875000 Penalty: 4660.987305
	Iteration 36Q: 3 clusters Score -1092791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1092792.625000 Penalty: 4660.987305
	Iteration 37Q: 3 clusters Score -1092793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1092791.875000 Penalty: 4660.987305
	Iteration 38Q: 3 clusters Score -1092792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1092797.750000 Penalty: 4660.987305
	Iteration 39Q: 3 clusters Score -1092798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1092795.625000 Penalty: 4660.987305
	Iteration 40F: 3 clusters Score -1092796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1092800.625000 Penalty: 4660.987305
	Iteration 41Q: 3 clusters Score -1092801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1092804.250000 Penalty: 4660.987305
	Iteration 42Q: 3 clusters Score -1092804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1092809.125000 Penalty: 4660.987305
	Iteration 43Q: 3 clusters Score -1092809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1092817.125000 Penalty: 4660.987305
	Iteration 44Q: 3 clusters Score -1092817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1092818.000000 Penalty: 4660.987305
	Iteration 45Q: 3 clusters Score -1092818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1092822.500000 Penalty: 4660.987305
	Iteration 46Q: 3 clusters Score -1092822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1092827.375000 Penalty: 4660.987305
	Iteration 47Q: 3 clusters Score -1092827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1092834.000000 Penalty: 4660.987305
	Iteration 48Q: 3 clusters Score -1092834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1092839.125000 Penalty: 4660.987305
	Iteration 49Q: 3 clusters Score -1092839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1092841.375000 Penalty: 4660.987305
	Iteration 50Q: 3 clusters Score -1092841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1092843.750000 Penalty: 4660.987305
	Iteration 51Q: 3 clusters Score -1092844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1092844.250000 Penalty: 4660.987305
	Iteration 52Q: 3 clusters Score -1092844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1092848.750000 Penalty: 4660.987305
	Iteration 53Q: 3 clusters Score -1092849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1092850.500000 Penalty: 4660.987305
	Iteration 54Q: 3 clusters Score -1092850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1092852.375000 Penalty: 4660.987305
	Iteration 55Q: 3 clusters Score -1092852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1092853.750000 Penalty: 4660.987305
	Iteration 56Q: 3 clusters Score -1092854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1092855.375000 Penalty: 4660.987305
	Iteration 57Q: 3 clusters Score -1092855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1092862.375000 Penalty: 4660.987305
	Iteration 58Q: 3 clusters Score -1092862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1092864.000000 Penalty: 4660.987305
	Iteration 59Q: 3 clusters Score -1092864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1092868.750000 Penalty: 4660.987305
	Iteration 60F: 3 clusters Score -1092869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1092875.250000 Penalty: 4660.987305
	Iteration 61Q: 3 clusters Score -1092875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1092880.000000 Penalty: 4660.987305
	Iteration 62Q: 3 clusters Score -1092880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1092888.875000 Penalty: 4660.987305
	Iteration 63Q: 3 clusters Score -1092889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1092898.500000 Penalty: 4660.987305
	Iteration 64Q: 3 clusters Score -1092898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1092901.875000 Penalty: 4660.987305
	Iteration 65Q: 3 clusters Score -1092902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1092911.000000 Penalty: 4660.987305
	Iteration 66Q: 3 clusters Score -1092911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1092914.250000 Penalty: 4660.987305
	Iteration 67Q: 3 clusters Score -1092914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1092915.375000 Penalty: 4660.987305
	Iteration 68Q: 3 clusters Score -1092915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1092918.375000 Penalty: 4660.987305
	Iteration 69Q: 3 clusters Score -1092918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1092920.250000 Penalty: 4660.987305
	Iteration 70Q: 3 clusters Score -1092920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1092924.625000 Penalty: 4660.987305
	Iteration 71Q: 3 clusters Score -1092925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1092930.000000 Penalty: 4660.987305
	Iteration 72Q: 3 clusters Score -1092930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1092935.250000 Penalty: 4660.987305
	Iteration 73Q: 3 clusters Score -1092935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1092942.000000 Penalty: 4660.987305
	Iteration 74Q: 3 clusters Score -1092942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1092944.625000 Penalty: 4660.987305
	Iteration 75Q: 3 clusters Score -1092945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1092949.625000 Penalty: 4660.987305
	Iteration 76Q: 3 clusters Score -1092950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1092959.750000 Penalty: 4660.987305
	Iteration 77Q: 3 clusters Score -1092960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1092968.750000 Penalty: 4660.987305
	Iteration 78Q: 3 clusters Score -1092969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1092970.875000 Penalty: 4660.987305
	Iteration 79Q: 3 clusters Score -1092971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1092976.750000 Penalty: 4660.987305
	Iteration 80F: 3 clusters Score -1092977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1092980.625000 Penalty: 4660.987305
	Iteration 81Q: 3 clusters Score -1092981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1092982.000000 Penalty: 4660.987305
	Iteration 82Q: 3 clusters Score -1092982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1092984.500000 Penalty: 4660.987305
	Iteration 83Q: 3 clusters Score -1092984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1092987.875000 Penalty: 4660.987305
	Iteration 84Q: 3 clusters Score -1092988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1092992.125000 Penalty: 4660.987305
	Iteration 85Q: 3 clusters Score -1092992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1092995.125000 Penalty: 4660.987305
	Iteration 86Q: 3 clusters Score -1092995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1092995.250000 Penalty: 4660.987305
	Iteration 87Q: 3 clusters Score -1092995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1092998.125000 Penalty: 4660.987305
	Iteration 88Q: 3 clusters Score -1092998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1093002.875000 Penalty: 4660.987305
	Iteration 89Q: 3 clusters Score -1093003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1093005.250000 Penalty: 4660.987305
	Iteration 90Q: 3 clusters Score -1093005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1093004.875000 Penalty: 4660.987305
	Iteration 91Q: 3 clusters Score -1093005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1093007.375000 Penalty: 4660.987305
	Iteration 92Q: 3 clusters Score -1093007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1093004.250000 Penalty: 4660.987305
	Iteration 93Q: 3 clusters Score -1093004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1093006.125000 Penalty: 4660.987305
	Iteration 94Q: 3 clusters Score -1093006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1093008.375000 Penalty: 4660.987305
	Iteration 95Q: 3 clusters Score -1093008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1093011.875000 Penalty: 4660.987305
	Iteration 96Q: 3 clusters Score -1093012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1093014.000000 Penalty: 4660.987305
	Iteration 97Q: 3 clusters Score -1093014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1093016.750000 Penalty: 4660.987305
	Iteration 98Q: 3 clusters Score -1093017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1093020.250000 Penalty: 4660.987305
	Iteration 99Q: 3 clusters Score -1093020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1093025.250000 Penalty: 4660.987305
	Iteration 100F: 3 clusters Score -1093025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1093030.375000 Penalty: 4660.987305
	Iteration 101Q: 3 clusters Score -1093030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1093032.500000 Penalty: 4660.987305
	Iteration 102Q: 3 clusters Score -1093032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1093040.375000 Penalty: 4660.987305
	Iteration 103Q: 3 clusters Score -1093040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1093041.000000 Penalty: 4660.987305
	Iteration 104Q: 3 clusters Score -1093041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1093047.500000 Penalty: 4660.987305
	Iteration 105Q: 3 clusters Score -1093048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1093050.250000 Penalty: 4660.987305
	Iteration 106Q: 3 clusters Score -1093050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1093050.750000 Penalty: 4660.987305
	Iteration 107Q: 3 clusters Score -1093051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1093054.625000 Penalty: 4660.987305
	Iteration 108Q: 3 clusters Score -1093055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1093051.250000 Penalty: 4660.987305
	Iteration 109Q: 3 clusters Score -1093051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1093054.875000 Penalty: 4660.987305
	Iteration 110Q: 3 clusters Score -1093055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1093056.375000 Penalty: 4660.987305
	Iteration 111Q: 3 clusters Score -1093056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1093058.875000 Penalty: 4660.987305
	Iteration 112Q: 3 clusters Score -1093059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1093059.250000 Penalty: 4660.987305
	Iteration 113Q: 3 clusters Score -1093059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1093065.125000 Penalty: 4660.987305
	Iteration 114Q: 3 clusters Score -1093065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1093061.625000 Penalty: 4660.987305
	Iteration 115Q: 3 clusters Score -1093062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1093063.500000 Penalty: 4660.987305
	Iteration 116Q: 3 clusters Score -1093064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1093064.750000 Penalty: 4660.987305
	Iteration 117Q: 3 clusters Score -1093065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1093065.875000 Penalty: 4660.987305
	Iteration 118Q: 3 clusters Score -1093066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1093066.375000 Penalty: 4660.987305
	Iteration 119Q: 3 clusters Score -1093066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1093067.375000 Penalty: 4660.987305
	Iteration 120F: 3 clusters Score -1093067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1093068.875000 Penalty: 4660.987305
	Iteration 121Q: 3 clusters Score -1093069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1093076.625000 Penalty: 4660.987305
	Iteration 122Q: 3 clusters Score -1093077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1093076.375000 Penalty: 4660.987305
	Iteration 123Q: 3 clusters Score -1093076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1093073.875000 Penalty: 4660.987305
	Iteration 124Q: 3 clusters Score -1093074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1093075.000000 Penalty: 4660.987305
	Iteration 125Q: 3 clusters Score -1093075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1093077.750000 Penalty: 4660.987305
	Iteration 126Q: 3 clusters Score -1093078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1093080.000000 Penalty: 4660.987305
	Iteration 127Q: 3 clusters Score -1093080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1093080.875000 Penalty: 4660.987305
	Iteration 128Q: 3 clusters Score -1093081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1093080.375000 Penalty: 4660.987305
	Iteration 129Q: 3 clusters Score -1093080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1093081.000000 Penalty: 4660.987305
	Iteration 130Q: 3 clusters Score -1093081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1093084.000000 Penalty: 4660.987305
	Iteration 131Q: 3 clusters Score -1093084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1093083.375000 Penalty: 4660.987305
	Iteration 132Q: 3 clusters Score -1093083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1093087.125000 Penalty: 4660.987305
	Iteration 133Q: 3 clusters Score -1093087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1093087.500000 Penalty: 4660.987305
	Iteration 134Q: 3 clusters Score -1093088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1093087.125000 Penalty: 4660.987305
	Iteration 135Q: 3 clusters Score -1093087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1093088.500000 Penalty: 4660.987305
	Iteration 136Q: 3 clusters Score -1093088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1093088.000000 Penalty: 4660.987305
	Iteration 137Q: 3 clusters Score -1093088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1093086.625000 Penalty: 4660.987305
	Iteration 138Q: 3 clusters Score -1093087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1093086.000000 Penalty: 4660.987305
	Iteration 139Q: 3 clusters Score -1093086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1093087.375000 Penalty: 4660.987305
	Iteration 140F: 3 clusters Score -1093087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1093088.125000 Penalty: 4660.987305
	Iteration 141Q: 3 clusters Score -1093088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1093088.000000 Penalty: 4660.987305
	Iteration 142Q: 3 clusters Score -1093088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1093088.000000 Penalty: 4660.987305
	Iteration 143F: 3 clusters Score -1093088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Entering Unmasked Estep 
Score: -1478262.125000 Penalty: 2381.156006
	Iteration 0F: 2 clusters Score -1478262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1467559.375000 Penalty: 4762.312012
	Iteration 0F: 3 clusters Score -1467559 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1471004.750000 Penalty: 4762.312012
	Iteration 1F: 3 clusters Score -1471005 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1471377.875000 Penalty: 4762.312012
	Iteration 2F: 3 clusters Score -1471378 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1471650.125000 Penalty: 4762.312012
	Iteration 3Q: 3 clusters Score -1471650 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1471871.125000 Penalty: 4762.312012
	Iteration 4Q: 3 clusters Score -1471871 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1472063.375000 Penalty: 4762.312012
	Iteration 5Q: 3 clusters Score -1472063 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1472291.000000 Penalty: 4762.312012
	Iteration 6Q: 3 clusters Score -1472291 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1472556.500000 Penalty: 4762.312012
	Iteration 7Q: 3 clusters Score -1472556 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1472884.375000 Penalty: 4762.312012
	Iteration 8Q: 3 clusters Score -1472884 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1473263.000000 Penalty: 4762.312012
	Iteration 9Q: 3 clusters Score -1473263 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1473700.500000 Penalty: 4762.312012
	Iteration 10Q: 3 clusters Score -1473700 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1474181.250000 Penalty: 4762.312012
	Iteration 11Q: 3 clusters Score -1474181 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1474673.125000 Penalty: 4762.312012
	Iteration 12Q: 3 clusters Score -1474673 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1475122.875000 Penalty: 4762.312012
	Iteration 13Q: 3 clusters Score -1475123 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1475456.500000 Penalty: 4762.312012
	Iteration 14Q: 3 clusters Score -1475456 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1475685.375000 Penalty: 4762.312012
	Iteration 15Q: 3 clusters Score -1475685 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1475828.375000 Penalty: 4762.312012
	Iteration 16Q: 3 clusters Score -1475828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1475923.125000 Penalty: 4762.312012
	Iteration 17Q: 3 clusters Score -1475923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1476008.250000 Penalty: 4762.312012
	Iteration 18Q: 3 clusters Score -1476008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1476061.875000 Penalty: 4762.312012
	Iteration 19Q: 3 clusters Score -1476062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1476100.250000 Penalty: 4762.312012
	Iteration 20F: 3 clusters Score -1476100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1476141.375000 Penalty: 4762.312012
	Iteration 21Q: 3 clusters Score -1476141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1476159.750000 Penalty: 4762.312012
	Iteration 22Q: 3 clusters Score -1476160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1476180.625000 Penalty: 4762.312012
	Iteration 23Q: 3 clusters Score -1476181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1476197.500000 Penalty: 4762.312012
	Iteration 24Q: 3 clusters Score -1476198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1476205.125000 Penalty: 4762.312012
	Iteration 25Q: 3 clusters Score -1476205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1476211.875000 Penalty: 4762.312012
	Iteration 26Q: 3 clusters Score -1476212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1476217.875000 Penalty: 4762.312012
	Iteration 27Q: 3 clusters Score -1476218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1476217.500000 Penalty: 4762.312012
	Iteration 28Q: 3 clusters Score -1476218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1476218.000000 Penalty: 4762.312012
	Iteration 29Q: 3 clusters Score -1476218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1476220.750000 Penalty: 4762.312012
	Iteration 30Q: 3 clusters Score -1476221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1476220.625000 Penalty: 4762.312012
	Iteration 31Q: 3 clusters Score -1476221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1476223.250000 Penalty: 4762.312012
	Iteration 32Q: 3 clusters Score -1476223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1476222.875000 Penalty: 4762.312012
	Iteration 33Q: 3 clusters Score -1476223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1476222.875000 Penalty: 4762.312012
	Iteration 34F: 3 clusters Score -1476223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -559169.125000 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -559169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -554289.125000 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -554289.1 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -555506.875000 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -555506.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -555699.187500 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -555699.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -555829.875000 Penalty: 4272.252441
	Iteration 3Q: 3 clusters Score -555829.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -555928.625000 Penalty: 4272.252441
	Iteration 4Q: 3 clusters Score -555928.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -556018.625000 Penalty: 4272.252441
	Iteration 5Q: 3 clusters Score -556018.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -556103.812500 Penalty: 4272.252441
	Iteration 6Q: 3 clusters Score -556103.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -556177.375000 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -556177.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -556245.937500 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -556245.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -556304.187500 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -556304.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -556362.687500 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -556362.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -556422.562500 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -556422.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -556495.875000 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -556495.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -556575.250000 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -556575.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -556651.750000 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -556651.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -556709.375000 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -556709.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -556763.875000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -556763.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -556822.312500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -556822.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -556869.062500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -556869.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -556903.625000 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -556903.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -556937.500000 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -556937.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556967.500000 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -556967.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556990.375000 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -556990.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -557015.625000 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -557015.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -557039.062500 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -557039.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -557053.500000 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -557053.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -557064.625000 Penalty: 4272.252441
	Iteration 26Q: 3 clusters Score -557064.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -557077.250000 Penalty: 4272.252441
	Iteration 27Q: 3 clusters Score -557077.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -557087.187500 Penalty: 4272.252441
	Iteration 28Q: 3 clusters Score -557087.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -557096.625000 Penalty: 4272.252441
	Iteration 29Q: 3 clusters Score -557096.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -557109.250000 Penalty: 4272.252441
	Iteration 30Q: 3 clusters Score -557109.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -557122.187500 Penalty: 4272.252441
	Iteration 31Q: 3 clusters Score -557122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -557133.437500 Penalty: 4272.252441
	Iteration 32Q: 3 clusters Score -557133.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -557148.062500 Penalty: 4272.252441
	Iteration 33Q: 3 clusters Score -557148.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -557161.875000 Penalty: 4272.252441
	Iteration 34Q: 3 clusters Score -557161.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -557171.812500 Penalty: 4272.252441
	Iteration 35Q: 3 clusters Score -557171.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -557183.062500 Penalty: 4272.252441
	Iteration 36Q: 3 clusters Score -557183.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -557188.062500 Penalty: 4272.252441
	Iteration 37Q: 3 clusters Score -557188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -557193.562500 Penalty: 4272.252441
	Iteration 38Q: 3 clusters Score -557193.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -557199.625000 Penalty: 4272.252441
	Iteration 39Q: 3 clusters Score -557199.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -557206.062500 Penalty: 4272.252441
	Iteration 40F: 3 clusters Score -557206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -557213.375000 Penalty: 4272.252441
	Iteration 41Q: 3 clusters Score -557213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -557215.500000 Penalty: 4272.252441
	Iteration 42Q: 3 clusters Score -557215.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -557220.000000 Penalty: 4272.252441
	Iteration 43Q: 3 clusters Score -557220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -557225.437500 Penalty: 4272.252441
	Iteration 44Q: 3 clusters Score -557225.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -557229.750000 Penalty: 4272.252441
	Iteration 45Q: 3 clusters Score -557229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -557233.437500 Penalty: 4272.252441
	Iteration 46Q: 3 clusters Score -557233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -557235.125000 Penalty: 4272.252441
	Iteration 47Q: 3 clusters Score -557235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -557239.625000 Penalty: 4272.252441
	Iteration 48Q: 3 clusters Score -557239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -557241.625000 Penalty: 4272.252441
	Iteration 49Q: 3 clusters Score -557241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -557246.625000 Penalty: 4272.252441
	Iteration 50Q: 3 clusters Score -557246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -557247.375000 Penalty: 4272.252441
	Iteration 51Q: 3 clusters Score -557247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -557250.875000 Penalty: 4272.252441
	Iteration 52Q: 3 clusters Score -557250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -557253.812500 Penalty: 4272.252441
	Iteration 53Q: 3 clusters Score -557253.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -557258.062500 Penalty: 4272.252441
	Iteration 54Q: 3 clusters Score -557258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -557266.187500 Penalty: 4272.252441
	Iteration 55Q: 3 clusters Score -557266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -557268.562500 Penalty: 4272.252441
	Iteration 56Q: 3 clusters Score -557268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -557273.187500 Penalty: 4272.252441
	Iteration 57Q: 3 clusters Score -557273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -557276.687500 Penalty: 4272.252441
	Iteration 58Q: 3 clusters Score -557276.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -557279.562500 Penalty: 4272.252441
	Iteration 59Q: 3 clusters Score -557279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -557282.750000 Penalty: 4272.252441
	Iteration 60F: 3 clusters Score -557282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -557285.250000 Penalty: 4272.252441
	Iteration 61Q: 3 clusters Score -557285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -557288.000000 Penalty: 4272.252441
	Iteration 62Q: 3 clusters Score -557288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -557289.625000 Penalty: 4272.252441
	Iteration 63Q: 3 clusters Score -557289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -557289.375000 Penalty: 4272.252441
	Iteration 64Q: 3 clusters Score -557289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -557289.375000 Penalty: 4272.252441
	Iteration 65F: 3 clusters Score -557289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -572855.125000 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -572855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -567518.125000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -567518.1 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -568894.187500 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -568894.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -569213.562500 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -569213.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -569428.437500 Penalty: 4334.889648
	Iteration 3F: 3 clusters Score -569428.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -569623.687500 Penalty: 4334.889648
	Iteration 4Q: 3 clusters Score -569623.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -569874.562500 Penalty: 4334.889648
	Iteration 5Q: 3 clusters Score -569874.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -570185.687500 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -570185.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -570499.437500 Penalty: 4334.889648
	Iteration 7F: 3 clusters Score -570499.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -570775.062500 Penalty: 4334.889648
	Iteration 8Q: 3 clusters Score -570775.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -571011.250000 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -571011.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -571198.375000 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -571198.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -571344.062500 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -571344.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -571435.437500 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -571435.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -571491.375000 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -571491.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -571525.000000 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -571525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -571556.812500 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -571556.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -571582.687500 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -571582.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -571594.250000 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -571594.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -571603.062500 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -571603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -571608.562500 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -571608.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -571613.562500 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -571613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -571619.687500 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -571619.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -571623.812500 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -571623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -571624.000000 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -571624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -571625.000000 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -571625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -571625.875000 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -571625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -571626.062500 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -571626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -571625.562500 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -571625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -571627.625000 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -571627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -571627.812500 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -571627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -571628.750000 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -571628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -571628.500000 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -571628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -571628.750000 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -571628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -571629.937500 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -571629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -571629.812500 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -571629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -571630.250000 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -571630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -571630.250000 Penalty: 4334.889648
	Iteration 36F: 3 clusters Score -571630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Entering Unmasked Estep 
Score: -2444174.250000 Penalty: 2513.026123
	Iteration 0F: 2 clusters Score -2444174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2426790.500000 Penalty: 5026.052246
	Iteration 0F: 3 clusters Score -2426790 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2432771.000000 Penalty: 5026.052246
	Iteration 1F: 3 clusters Score -2432771 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2433323.250000 Penalty: 5026.052246
	Iteration 2F: 3 clusters Score -2433323 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2433842.250000 Penalty: 5026.052246
	Iteration 3F: 3 clusters Score -2433842 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2434341.750000 Penalty: 5026.052246
	Iteration 4Q: 3 clusters Score -2434342 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2434875.750000 Penalty: 5026.052246
	Iteration 5Q: 3 clusters Score -2434876 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2435426.250000 Penalty: 5026.052246
	Iteration 6Q: 3 clusters Score -2435426 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2436032.250000 Penalty: 5026.052246
	Iteration 7Q: 3 clusters Score -2436032 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2436660.750000 Penalty: 5026.052246
	Iteration 8Q: 3 clusters Score -2436661 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2437213.750000 Penalty: 5026.052246
	Iteration 9Q: 3 clusters Score -2437214 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2437668.750000 Penalty: 5026.052246
	Iteration 10Q: 3 clusters Score -2437669 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2438100.500000 Penalty: 5026.052246
	Iteration 11Q: 3 clusters Score -2438100 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2438493.750000 Penalty: 5026.052246
	Iteration 12Q: 3 clusters Score -2438494 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2438827.500000 Penalty: 5026.052246
	Iteration 13Q: 3 clusters Score -2438828 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2439223.500000 Penalty: 5026.052246
	Iteration 14Q: 3 clusters Score -2439224 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2439644.250000 Penalty: 5026.052246
	Iteration 15Q: 3 clusters Score -2439644 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2440026.250000 Penalty: 5026.052246
	Iteration 16Q: 3 clusters Score -2440026 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2440340.250000 Penalty: 5026.052246
	Iteration 17Q: 3 clusters Score -2440340 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2440601.750000 Penalty: 5026.052246
	Iteration 18Q: 3 clusters Score -2440602 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2440787.750000 Penalty: 5026.052246
	Iteration 19Q: 3 clusters Score -2440788 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2440931.500000 Penalty: 5026.052246
	Iteration 20F: 3 clusters Score -2440932 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2441059.000000 Penalty: 5026.052246
	Iteration 21Q: 3 clusters Score -2441059 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2441141.250000 Penalty: 5026.052246
	Iteration 22Q: 3 clusters Score -2441141 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2441216.000000 Penalty: 5026.052246
	Iteration 23Q: 3 clusters Score -2441216 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2441285.250000 Penalty: 5026.052246
	Iteration 24Q: 3 clusters Score -2441285 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2441370.250000 Penalty: 5026.052246
	Iteration 25Q: 3 clusters Score -2441370 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2441438.250000 Penalty: 5026.052246
	Iteration 26Q: 3 clusters Score -2441438 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2441535.750000 Penalty: 5026.052246
	Iteration 27Q: 3 clusters Score -2441536 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2441592.250000 Penalty: 5026.052246
	Iteration 28Q: 3 clusters Score -2441592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2441636.000000 Penalty: 5026.052246
	Iteration 29Q: 3 clusters Score -2441636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2441671.750000 Penalty: 5026.052246
	Iteration 30Q: 3 clusters Score -2441672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2441694.250000 Penalty: 5026.052246
	Iteration 31Q: 3 clusters Score -2441694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2441708.250000 Penalty: 5026.052246
	Iteration 32Q: 3 clusters Score -2441708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2441712.500000 Penalty: 5026.052246
	Iteration 33Q: 3 clusters Score -2441712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2441725.500000 Penalty: 5026.052246
	Iteration 34Q: 3 clusters Score -2441726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2441733.250000 Penalty: 5026.052246
	Iteration 35Q: 3 clusters Score -2441733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2441730.250000 Penalty: 5026.052246
	Iteration 36Q: 3 clusters Score -2441730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2441742.250000 Penalty: 5026.052246
	Iteration 37Q: 3 clusters Score -2441742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2441745.250000 Penalty: 5026.052246
	Iteration 38Q: 3 clusters Score -2441745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2441758.250000 Penalty: 5026.052246
	Iteration 39Q: 3 clusters Score -2441758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2441753.250000 Penalty: 5026.052246
	Iteration 40F: 3 clusters Score -2441753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2441770.500000 Penalty: 5026.052246
	Iteration 41Q: 3 clusters Score -2441770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2441774.000000 Penalty: 5026.052246
	Iteration 42Q: 3 clusters Score -2441774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2441787.000000 Penalty: 5026.052246
	Iteration 43Q: 3 clusters Score -2441787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2441788.250000 Penalty: 5026.052246
	Iteration 44Q: 3 clusters Score -2441788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2441802.500000 Penalty: 5026.052246
	Iteration 45Q: 3 clusters Score -2441802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2441794.500000 Penalty: 5026.052246
	Iteration 46Q: 3 clusters Score -2441794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2441802.500000 Penalty: 5026.052246
	Iteration 47Q: 3 clusters Score -2441802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2441812.000000 Penalty: 5026.052246
	Iteration 48Q: 3 clusters Score -2441812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2441814.000000 Penalty: 5026.052246
	Iteration 49Q: 3 clusters Score -2441814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2441813.250000 Penalty: 5026.052246
	Iteration 50Q: 3 clusters Score -2441813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2441818.250000 Penalty: 5026.052246
	Iteration 51Q: 3 clusters Score -2441818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2441817.000000 Penalty: 5026.052246
	Iteration 52Q: 3 clusters Score -2441817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2441816.500000 Penalty: 5026.052246
	Iteration 53Q: 3 clusters Score -2441816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2441816.500000 Penalty: 5026.052246
	Iteration 54Q: 3 clusters Score -2441816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2441821.250000 Penalty: 5026.052246
	Iteration 55Q: 3 clusters Score -2441821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2441819.500000 Penalty: 5026.052246
	Iteration 56Q: 3 clusters Score -2441820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2441827.000000 Penalty: 5026.052246
	Iteration 57Q: 3 clusters Score -2441827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2441828.250000 Penalty: 5026.052246
	Iteration 58Q: 3 clusters Score -2441828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2441832.250000 Penalty: 5026.052246
	Iteration 59Q: 3 clusters Score -2441832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2441837.250000 Penalty: 5026.052246
	Iteration 60F: 3 clusters Score -2441837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2441831.250000 Penalty: 5026.052246
	Iteration 61Q: 3 clusters Score -2441831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2441831.000000 Penalty: 5026.052246
	Iteration 62Q: 3 clusters Score -2441831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2441831.000000 Penalty: 5026.052246
	Iteration 63F: 3 clusters Score -2441831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -302252.375000 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -302252.4 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 1665 members 
Entering Unmasked Estep 
Score: -298759.843750 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -298759.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -299508.531250 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -299508.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -299799.906250 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -299799.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -300012.875000 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -300012.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -300229.812500 Penalty: 4033.093506
	Iteration 4F: 3 clusters Score -300229.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -300398.875000 Penalty: 4033.093506
	Iteration 5Q: 3 clusters Score -300398.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -300522.718750 Penalty: 4033.093506
	Iteration 6Q: 3 clusters Score -300522.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -300615.781250 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -300615.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -300687.468750 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -300687.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -300757.531250 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -300757.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -300825.156250 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -300825.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -300885.718750 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -300885.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -300935.281250 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -300935.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -300986.937500 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -300986.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -301033.500000 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -301033.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -301098.031250 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -301098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -301147.000000 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -301147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -301203.343750 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -301203.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -301262.531250 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -301262.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -301322.156250 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -301322.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -301392.812500 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -301392.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -301458.000000 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -301458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -301508.500000 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -301508.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -301544.500000 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -301544.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -301566.656250 Penalty: 4033.093506
	Iteration 24Q: 3 clusters Score -301566.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -301592.156250 Penalty: 4033.093506
	Iteration 25Q: 3 clusters Score -301592.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -301613.062500 Penalty: 4033.093506
	Iteration 26Q: 3 clusters Score -301613.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -301638.562500 Penalty: 4033.093506
	Iteration 27Q: 3 clusters Score -301638.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -301667.343750 Penalty: 4033.093506
	Iteration 28Q: 3 clusters Score -301667.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -301692.812500 Penalty: 4033.093506
	Iteration 29Q: 3 clusters Score -301692.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -301705.968750 Penalty: 4033.093506
	Iteration 30Q: 3 clusters Score -301706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -301711.000000 Penalty: 4033.093506
	Iteration 31Q: 3 clusters Score -301711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -301713.812500 Penalty: 4033.093506
	Iteration 32Q: 3 clusters Score -301713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -301715.750000 Penalty: 4033.093506
	Iteration 33Q: 3 clusters Score -301715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -301718.781250 Penalty: 4033.093506
	Iteration 34Q: 3 clusters Score -301718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -301721.406250 Penalty: 4033.093506
	Iteration 35Q: 3 clusters Score -301721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -301723.312500 Penalty: 4033.093506
	Iteration 36Q: 3 clusters Score -301723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -301725.843750 Penalty: 4033.093506
	Iteration 37Q: 3 clusters Score -301725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -301726.843750 Penalty: 4033.093506
	Iteration 38Q: 3 clusters Score -301726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -301729.687500 Penalty: 4033.093506
	Iteration 39Q: 3 clusters Score -301729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -301733.937500 Penalty: 4033.093506
	Iteration 40F: 3 clusters Score -301733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -301737.562500 Penalty: 4033.093506
	Iteration 41Q: 3 clusters Score -301737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -301741.750000 Penalty: 4033.093506
	Iteration 42Q: 3 clusters Score -301741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -301745.625000 Penalty: 4033.093506
	Iteration 43Q: 3 clusters Score -301745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -301748.218750 Penalty: 4033.093506
	Iteration 44Q: 3 clusters Score -301748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -301749.843750 Penalty: 4033.093506
	Iteration 45Q: 3 clusters Score -301749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -301751.218750 Penalty: 4033.093506
	Iteration 46Q: 3 clusters Score -301751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -301752.156250 Penalty: 4033.093506
	Iteration 47Q: 3 clusters Score -301752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -301751.937500 Penalty: 4033.093506
	Iteration 48Q: 3 clusters Score -301751.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -301751.937500 Penalty: 4033.093506
	Iteration 49F: 3 clusters Score -301751.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Entering Unmasked Estep 
Score: -971852.937500 Penalty: 2290.312256
	Iteration 0F: 2 clusters Score -971852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -964034.437500 Penalty: 4580.624512
	Iteration 0F: 3 clusters Score -964034.4 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -966329.562500 Penalty: 4580.624512
	Iteration 1F: 3 clusters Score -966329.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -966691.250000 Penalty: 4580.624512
	Iteration 2F: 3 clusters Score -966691.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -967013.437500 Penalty: 4580.624512
	Iteration 3F: 3 clusters Score -967013.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -967318.500000 Penalty: 4580.624512
	Iteration 4F: 3 clusters Score -967318.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -967585.937500 Penalty: 4580.624512
	Iteration 5Q: 3 clusters Score -967585.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -967835.812500 Penalty: 4580.624512
	Iteration 6Q: 3 clusters Score -967835.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -968091.250000 Penalty: 4580.624512
	Iteration 7Q: 3 clusters Score -968091.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -968368.375000 Penalty: 4580.624512
	Iteration 8Q: 3 clusters Score -968368.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -968650.875000 Penalty: 4580.624512
	Iteration 9Q: 3 clusters Score -968650.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -968891.875000 Penalty: 4580.624512
	Iteration 10Q: 3 clusters Score -968891.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -969058.625000 Penalty: 4580.624512
	Iteration 11Q: 3 clusters Score -969058.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -969183.937500 Penalty: 4580.624512
	Iteration 12Q: 3 clusters Score -969183.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -969273.562500 Penalty: 4580.624512
	Iteration 13Q: 3 clusters Score -969273.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -969335.125000 Penalty: 4580.624512
	Iteration 14Q: 3 clusters Score -969335.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -969382.375000 Penalty: 4580.624512
	Iteration 15Q: 3 clusters Score -969382.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -969421.125000 Penalty: 4580.624512
	Iteration 16Q: 3 clusters Score -969421.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -969459.562500 Penalty: 4580.624512
	Iteration 17Q: 3 clusters Score -969459.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -969490.125000 Penalty: 4580.624512
	Iteration 18Q: 3 clusters Score -969490.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -969505.437500 Penalty: 4580.624512
	Iteration 19Q: 3 clusters Score -969505.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -969518.750000 Penalty: 4580.624512
	Iteration 20F: 3 clusters Score -969518.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -969534.000000 Penalty: 4580.624512
	Iteration 21Q: 3 clusters Score -969534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -969541.125000 Penalty: 4580.624512
	Iteration 22Q: 3 clusters Score -969541.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -969548.500000 Penalty: 4580.624512
	Iteration 23Q: 3 clusters Score -969548.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -969557.250000 Penalty: 4580.624512
	Iteration 24Q: 3 clusters Score -969557.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -969563.375000 Penalty: 4580.624512
	Iteration 25Q: 3 clusters Score -969563.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -969576.062500 Penalty: 4580.624512
	Iteration 26Q: 3 clusters Score -969576.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -969586.125000 Penalty: 4580.624512
	Iteration 27Q: 3 clusters Score -969586.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -969598.812500 Penalty: 4580.624512
	Iteration 28Q: 3 clusters Score -969598.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -969608.250000 Penalty: 4580.624512
	Iteration 29Q: 3 clusters Score -969608.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -969618.562500 Penalty: 4580.624512
	Iteration 30Q: 3 clusters Score -969618.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -969627.750000 Penalty: 4580.624512
	Iteration 31Q: 3 clusters Score -969627.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -969641.312500 Penalty: 4580.624512
	Iteration 32Q: 3 clusters Score -969641.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -969650.625000 Penalty: 4580.624512
	Iteration 33Q: 3 clusters Score -969650.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -969660.375000 Penalty: 4580.624512
	Iteration 34Q: 3 clusters Score -969660.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -969670.250000 Penalty: 4580.624512
	Iteration 35Q: 3 clusters Score -969670.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -969676.937500 Penalty: 4580.624512
	Iteration 36Q: 3 clusters Score -969676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -969683.000000 Penalty: 4580.624512
	Iteration 37Q: 3 clusters Score -969683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -969691.125000 Penalty: 4580.624512
	Iteration 38Q: 3 clusters Score -969691.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -969697.125000 Penalty: 4580.624512
	Iteration 39Q: 3 clusters Score -969697.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -969704.000000 Penalty: 4580.624512
	Iteration 40F: 3 clusters Score -969704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -969713.875000 Penalty: 4580.624512
	Iteration 41Q: 3 clusters Score -969713.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -969722.500000 Penalty: 4580.624512
	Iteration 42Q: 3 clusters Score -969722.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -969733.750000 Penalty: 4580.624512
	Iteration 43Q: 3 clusters Score -969733.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -969744.250000 Penalty: 4580.624512
	Iteration 44Q: 3 clusters Score -969744.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -969756.312500 Penalty: 4580.624512
	Iteration 45Q: 3 clusters Score -969756.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -969769.187500 Penalty: 4580.624512
	Iteration 46Q: 3 clusters Score -969769.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -969783.250000 Penalty: 4580.624512
	Iteration 47Q: 3 clusters Score -969783.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -969808.250000 Penalty: 4580.624512
	Iteration 48Q: 3 clusters Score -969808.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -969838.687500 Penalty: 4580.624512
	Iteration 49Q: 3 clusters Score -969838.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -969864.562500 Penalty: 4580.624512
	Iteration 50Q: 3 clusters Score -969864.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -969885.687500 Penalty: 4580.624512
	Iteration 51Q: 3 clusters Score -969885.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -969902.562500 Penalty: 4580.624512
	Iteration 52Q: 3 clusters Score -969902.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -969926.437500 Penalty: 4580.624512
	Iteration 53Q: 3 clusters Score -969926.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -969946.375000 Penalty: 4580.624512
	Iteration 54Q: 3 clusters Score -969946.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -969966.062500 Penalty: 4580.624512
	Iteration 55Q: 3 clusters Score -969966.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -969985.812500 Penalty: 4580.624512
	Iteration 56Q: 3 clusters Score -969985.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -970007.812500 Penalty: 4580.624512
	Iteration 57Q: 3 clusters Score -970007.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -970021.687500 Penalty: 4580.624512
	Iteration 58Q: 3 clusters Score -970021.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -970040.062500 Penalty: 4580.624512
	Iteration 59Q: 3 clusters Score -970040.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -970058.500000 Penalty: 4580.624512
	Iteration 60F: 3 clusters Score -970058.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -970070.062500 Penalty: 4580.624512
	Iteration 61Q: 3 clusters Score -970070.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -970078.500000 Penalty: 4580.624512
	Iteration 62Q: 3 clusters Score -970078.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -970087.750000 Penalty: 4580.624512
	Iteration 63Q: 3 clusters Score -970087.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -970095.312500 Penalty: 4580.624512
	Iteration 64Q: 3 clusters Score -970095.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -970106.312500 Penalty: 4580.624512
	Iteration 65Q: 3 clusters Score -970106.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -970115.812500 Penalty: 4580.624512
	Iteration 66Q: 3 clusters Score -970115.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -970121.000000 Penalty: 4580.624512
	Iteration 67Q: 3 clusters Score -970121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -970127.250000 Penalty: 4580.624512
	Iteration 68Q: 3 clusters Score -970127.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -970133.062500 Penalty: 4580.624512
	Iteration 69Q: 3 clusters Score -970133.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -970140.000000 Penalty: 4580.624512
	Iteration 70Q: 3 clusters Score -970140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -970146.000000 Penalty: 4580.624512
	Iteration 71Q: 3 clusters Score -970146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -970156.312500 Penalty: 4580.624512
	Iteration 72Q: 3 clusters Score -970156.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -970161.687500 Penalty: 4580.624512
	Iteration 73Q: 3 clusters Score -970161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -970162.812500 Penalty: 4580.624512
	Iteration 74Q: 3 clusters Score -970162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -970166.500000 Penalty: 4580.624512
	Iteration 75Q: 3 clusters Score -970166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -970166.750000 Penalty: 4580.624512
	Iteration 76Q: 3 clusters Score -970166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -970167.062500 Penalty: 4580.624512
	Iteration 77Q: 3 clusters Score -970167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -970166.000000 Penalty: 4580.624512
	Iteration 78Q: 3 clusters Score -970166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -970166.000000 Penalty: 4580.624512
	Iteration 79F: 3 clusters Score -970166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Entering Unmasked Estep 
Score: -1092795.000000 Penalty: 2310.157471
	Iteration 0F: 2 clusters Score -1092795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1084438.750000 Penalty: 4620.314941
	Iteration 0F: 3 clusters Score -1084439 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1086987.375000 Penalty: 4620.314941
	Iteration 1F: 3 clusters Score -1086987 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1087273.875000 Penalty: 4620.314941
	Iteration 2F: 3 clusters Score -1087274 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1087514.000000 Penalty: 4620.314941
	Iteration 3Q: 3 clusters Score -1087514 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1087738.375000 Penalty: 4620.314941
	Iteration 4Q: 3 clusters Score -1087738 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1087928.000000 Penalty: 4620.314941
	Iteration 5Q: 3 clusters Score -1087928 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1088128.375000 Penalty: 4620.314941
	Iteration 6Q: 3 clusters Score -1088128 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1088338.625000 Penalty: 4620.314941
	Iteration 7Q: 3 clusters Score -1088339 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1088566.375000 Penalty: 4620.314941
	Iteration 8Q: 3 clusters Score -1088566 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1088849.250000 Penalty: 4620.314941
	Iteration 9Q: 3 clusters Score -1088849 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1089110.250000 Penalty: 4620.314941
	Iteration 10Q: 3 clusters Score -1089110 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1089353.375000 Penalty: 4620.314941
	Iteration 11Q: 3 clusters Score -1089353 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1089589.125000 Penalty: 4620.314941
	Iteration 12Q: 3 clusters Score -1089589 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1089821.750000 Penalty: 4620.314941
	Iteration 13Q: 3 clusters Score -1089822 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1090056.625000 Penalty: 4620.314941
	Iteration 14Q: 3 clusters Score -1090057 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1090277.000000 Penalty: 4620.314941
	Iteration 15Q: 3 clusters Score -1090277 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1090447.875000 Penalty: 4620.314941
	Iteration 16Q: 3 clusters Score -1090448 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1090570.625000 Penalty: 4620.314941
	Iteration 17Q: 3 clusters Score -1090571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1090661.875000 Penalty: 4620.314941
	Iteration 18Q: 3 clusters Score -1090662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1090740.250000 Penalty: 4620.314941
	Iteration 19Q: 3 clusters Score -1090740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1090810.500000 Penalty: 4620.314941
	Iteration 20F: 3 clusters Score -1090810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1090854.750000 Penalty: 4620.314941
	Iteration 21Q: 3 clusters Score -1090855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1090896.750000 Penalty: 4620.314941
	Iteration 22Q: 3 clusters Score -1090897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1090930.000000 Penalty: 4620.314941
	Iteration 23Q: 3 clusters Score -1090930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1090961.500000 Penalty: 4620.314941
	Iteration 24Q: 3 clusters Score -1090962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1090981.875000 Penalty: 4620.314941
	Iteration 25Q: 3 clusters Score -1090982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1090999.750000 Penalty: 4620.314941
	Iteration 26Q: 3 clusters Score -1091000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1091015.000000 Penalty: 4620.314941
	Iteration 27Q: 3 clusters Score -1091015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1091021.625000 Penalty: 4620.314941
	Iteration 28Q: 3 clusters Score -1091022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1091029.500000 Penalty: 4620.314941
	Iteration 29Q: 3 clusters Score -1091030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1091036.500000 Penalty: 4620.314941
	Iteration 30Q: 3 clusters Score -1091036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1091040.875000 Penalty: 4620.314941
	Iteration 31Q: 3 clusters Score -1091041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1091045.750000 Penalty: 4620.314941
	Iteration 32Q: 3 clusters Score -1091046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1091051.500000 Penalty: 4620.314941
	Iteration 33Q: 3 clusters Score -1091052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1091057.875000 Penalty: 4620.314941
	Iteration 34Q: 3 clusters Score -1091058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1091062.875000 Penalty: 4620.314941
	Iteration 35Q: 3 clusters Score -1091063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1091067.125000 Penalty: 4620.314941
	Iteration 36Q: 3 clusters Score -1091067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1091070.500000 Penalty: 4620.314941
	Iteration 37Q: 3 clusters Score -1091070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1091078.000000 Penalty: 4620.314941
	Iteration 38Q: 3 clusters Score -1091078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1091084.375000 Penalty: 4620.314941
	Iteration 39Q: 3 clusters Score -1091084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1091089.625000 Penalty: 4620.314941
	Iteration 40F: 3 clusters Score -1091090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1091096.625000 Penalty: 4620.314941
	Iteration 41Q: 3 clusters Score -1091097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1091103.500000 Penalty: 4620.314941
	Iteration 42Q: 3 clusters Score -1091104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1091105.875000 Penalty: 4620.314941
	Iteration 43Q: 3 clusters Score -1091106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1091109.250000 Penalty: 4620.314941
	Iteration 44Q: 3 clusters Score -1091109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1091113.875000 Penalty: 4620.314941
	Iteration 45Q: 3 clusters Score -1091114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1091112.375000 Penalty: 4620.314941
	Iteration 46Q: 3 clusters Score -1091112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1091113.375000 Penalty: 4620.314941
	Iteration 47Q: 3 clusters Score -1091113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1091115.000000 Penalty: 4620.314941
	Iteration 48Q: 3 clusters Score -1091115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1091115.125000 Penalty: 4620.314941
	Iteration 49Q: 3 clusters Score -1091115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1091115.125000 Penalty: 4620.314941
	Iteration 50F: 3 clusters Score -1091115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Entering Unmasked Estep 
Score: -1290279.625000 Penalty: 2360.219727
	Iteration 0F: 2 clusters Score -1290280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1280421.500000 Penalty: 4720.439453
	Iteration 0F: 3 clusters Score -1280422 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1283567.000000 Penalty: 4720.439453
	Iteration 1F: 3 clusters Score -1283567 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1283992.750000 Penalty: 4720.439453
	Iteration 2F: 3 clusters Score -1283993 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1284391.250000 Penalty: 4720.439453
	Iteration 3F: 3 clusters Score -1284391 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1284800.875000 Penalty: 4720.439453
	Iteration 4F: 3 clusters Score -1284801 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1285173.375000 Penalty: 4720.439453
	Iteration 5Q: 3 clusters Score -1285173 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1285537.000000 Penalty: 4720.439453
	Iteration 6Q: 3 clusters Score -1285537 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1285845.875000 Penalty: 4720.439453
	Iteration 7Q: 3 clusters Score -1285846 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1286133.375000 Penalty: 4720.439453
	Iteration 8Q: 3 clusters Score -1286133 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1286386.875000 Penalty: 4720.439453
	Iteration 9Q: 3 clusters Score -1286387 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1286585.250000 Penalty: 4720.439453
	Iteration 10Q: 3 clusters Score -1286585 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1286740.000000 Penalty: 4720.439453
	Iteration 11Q: 3 clusters Score -1286740 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1286871.500000 Penalty: 4720.439453
	Iteration 12Q: 3 clusters Score -1286872 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1286983.875000 Penalty: 4720.439453
	Iteration 13Q: 3 clusters Score -1286984 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1287068.250000 Penalty: 4720.439453
	Iteration 14Q: 3 clusters Score -1287068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1287152.750000 Penalty: 4720.439453
	Iteration 15Q: 3 clusters Score -1287153 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1287222.125000 Penalty: 4720.439453
	Iteration 16Q: 3 clusters Score -1287222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1287279.375000 Penalty: 4720.439453
	Iteration 17Q: 3 clusters Score -1287279 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1287319.125000 Penalty: 4720.439453
	Iteration 18Q: 3 clusters Score -1287319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1287358.875000 Penalty: 4720.439453
	Iteration 19Q: 3 clusters Score -1287359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1287389.625000 Penalty: 4720.439453
	Iteration 20F: 3 clusters Score -1287390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1287424.000000 Penalty: 4720.439453
	Iteration 21Q: 3 clusters Score -1287424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1287441.625000 Penalty: 4720.439453
	Iteration 22Q: 3 clusters Score -1287442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1287472.125000 Penalty: 4720.439453
	Iteration 23Q: 3 clusters Score -1287472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1287502.375000 Penalty: 4720.439453
	Iteration 24Q: 3 clusters Score -1287502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1287528.875000 Penalty: 4720.439453
	Iteration 25Q: 3 clusters Score -1287529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1287550.250000 Penalty: 4720.439453
	Iteration 26Q: 3 clusters Score -1287550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1287570.625000 Penalty: 4720.439453
	Iteration 27Q: 3 clusters Score -1287571 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1287594.625000 Penalty: 4720.439453
	Iteration 28Q: 3 clusters Score -1287595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1287618.125000 Penalty: 4720.439453
	Iteration 29Q: 3 clusters Score -1287618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1287643.750000 Penalty: 4720.439453
	Iteration 30Q: 3 clusters Score -1287644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1287674.875000 Penalty: 4720.439453
	Iteration 31Q: 3 clusters Score -1287675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1287704.750000 Penalty: 4720.439453
	Iteration 32Q: 3 clusters Score -1287705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1287756.750000 Penalty: 4720.439453
	Iteration 33Q: 3 clusters Score -1287757 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1287800.125000 Penalty: 4720.439453
	Iteration 34Q: 3 clusters Score -1287800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1287842.000000 Penalty: 4720.439453
	Iteration 35Q: 3 clusters Score -1287842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1287878.625000 Penalty: 4720.439453
	Iteration 36Q: 3 clusters Score -1287879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1287916.625000 Penalty: 4720.439453
	Iteration 37Q: 3 clusters Score -1287917 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1287948.125000 Penalty: 4720.439453
	Iteration 38Q: 3 clusters Score -1287948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1287966.250000 Penalty: 4720.439453
	Iteration 39Q: 3 clusters Score -1287966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1287990.500000 Penalty: 4720.439453
	Iteration 40F: 3 clusters Score -1287990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1288015.625000 Penalty: 4720.439453
	Iteration 41Q: 3 clusters Score -1288016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1288034.750000 Penalty: 4720.439453
	Iteration 42Q: 3 clusters Score -1288035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1288058.125000 Penalty: 4720.439453
	Iteration 43Q: 3 clusters Score -1288058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1288082.000000 Penalty: 4720.439453
	Iteration 44Q: 3 clusters Score -1288082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1288110.625000 Penalty: 4720.439453
	Iteration 45Q: 3 clusters Score -1288111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1288121.125000 Penalty: 4720.439453
	Iteration 46Q: 3 clusters Score -1288121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1288136.250000 Penalty: 4720.439453
	Iteration 47Q: 3 clusters Score -1288136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1288145.750000 Penalty: 4720.439453
	Iteration 48Q: 3 clusters Score -1288146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1288154.625000 Penalty: 4720.439453
	Iteration 49Q: 3 clusters Score -1288155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1288169.625000 Penalty: 4720.439453
	Iteration 50Q: 3 clusters Score -1288170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1288181.125000 Penalty: 4720.439453
	Iteration 51Q: 3 clusters Score -1288181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1288194.875000 Penalty: 4720.439453
	Iteration 52Q: 3 clusters Score -1288195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1288205.250000 Penalty: 4720.439453
	Iteration 53Q: 3 clusters Score -1288205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1288219.250000 Penalty: 4720.439453
	Iteration 54Q: 3 clusters Score -1288219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1288227.500000 Penalty: 4720.439453
	Iteration 55Q: 3 clusters Score -1288228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1288239.750000 Penalty: 4720.439453
	Iteration 56Q: 3 clusters Score -1288240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1288247.000000 Penalty: 4720.439453
	Iteration 57Q: 3 clusters Score -1288247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1288259.625000 Penalty: 4720.439453
	Iteration 58Q: 3 clusters Score -1288260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1288265.375000 Penalty: 4720.439453
	Iteration 59Q: 3 clusters Score -1288265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1288270.375000 Penalty: 4720.439453
	Iteration 60F: 3 clusters Score -1288270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1288279.250000 Penalty: 4720.439453
	Iteration 61Q: 3 clusters Score -1288279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1288279.875000 Penalty: 4720.439453
	Iteration 62Q: 3 clusters Score -1288280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1288287.500000 Penalty: 4720.439453
	Iteration 63Q: 3 clusters Score -1288288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1288283.750000 Penalty: 4720.439453
	Iteration 64Q: 3 clusters Score -1288284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1288291.625000 Penalty: 4720.439453
	Iteration 65Q: 3 clusters Score -1288292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1288294.750000 Penalty: 4720.439453
	Iteration 66Q: 3 clusters Score -1288295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1288295.125000 Penalty: 4720.439453
	Iteration 67Q: 3 clusters Score -1288295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1288294.125000 Penalty: 4720.439453
	Iteration 68Q: 3 clusters Score -1288294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1288294.625000 Penalty: 4720.439453
	Iteration 69Q: 3 clusters Score -1288295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1288298.000000 Penalty: 4720.439453
	Iteration 70Q: 3 clusters Score -1288298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1288299.625000 Penalty: 4720.439453
	Iteration 71Q: 3 clusters Score -1288300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1288304.375000 Penalty: 4720.439453
	Iteration 72Q: 3 clusters Score -1288304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1288303.250000 Penalty: 4720.439453
	Iteration 73Q: 3 clusters Score -1288303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1288305.875000 Penalty: 4720.439453
	Iteration 74Q: 3 clusters Score -1288306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1288303.500000 Penalty: 4720.439453
	Iteration 75Q: 3 clusters Score -1288304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1288306.500000 Penalty: 4720.439453
	Iteration 76Q: 3 clusters Score -1288306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1288308.750000 Penalty: 4720.439453
	Iteration 77Q: 3 clusters Score -1288309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1288310.125000 Penalty: 4720.439453
	Iteration 78Q: 3 clusters Score -1288310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1288309.625000 Penalty: 4720.439453
	Iteration 79Q: 3 clusters Score -1288310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1288309.750000 Penalty: 4720.439453
	Iteration 80F: 3 clusters Score -1288310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1288313.125000 Penalty: 4720.439453
	Iteration 81Q: 3 clusters Score -1288313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1288313.250000 Penalty: 4720.439453
	Iteration 82Q: 3 clusters Score -1288313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1288315.875000 Penalty: 4720.439453
	Iteration 83Q: 3 clusters Score -1288316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1288317.750000 Penalty: 4720.439453
	Iteration 84Q: 3 clusters Score -1288318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1288319.875000 Penalty: 4720.439453
	Iteration 85Q: 3 clusters Score -1288320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1288314.000000 Penalty: 4720.439453
	Iteration 86Q: 3 clusters Score -1288314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1288316.250000 Penalty: 4720.439453
	Iteration 87Q: 3 clusters Score -1288316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1288316.875000 Penalty: 4720.439453
	Iteration 88Q: 3 clusters Score -1288317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1288317.500000 Penalty: 4720.439453
	Iteration 89Q: 3 clusters Score -1288318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1288317.000000 Penalty: 4720.439453
	Iteration 90Q: 3 clusters Score -1288317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1288317.375000 Penalty: 4720.439453
	Iteration 91Q: 3 clusters Score -1288317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1288315.000000 Penalty: 4720.439453
	Iteration 92Q: 3 clusters Score -1288315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1288317.125000 Penalty: 4720.439453
	Iteration 93Q: 3 clusters Score -1288317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1288317.125000 Penalty: 4720.439453
	Iteration 94F: 3 clusters Score -1288317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -106556.218750 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -106556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104496.781250 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -104496.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104779.257812 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -104779.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104859.070312 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -104859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104892.164062 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -104892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104910.609375 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -104910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104917.179688 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -104917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104926.296875 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -104926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104934.460938 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -104934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104940.843750 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -104940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104943.320312 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -104943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104943.320312 Penalty: 3500.717529
	Iteration 10F: 3 clusters Score -104943.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -201701.250000 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -201701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -198752.484375 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -198752.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -199480.234375 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -199480.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -199790.421875 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -199790.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -199963.781250 Penalty: 3900.561768
	Iteration 3F: 3 clusters Score -199963.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200146.140625 Penalty: 3900.561768
	Iteration 4F: 3 clusters Score -200146.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -200309.234375 Penalty: 3900.561768
	Iteration 5F: 3 clusters Score -200309.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -200432.796875 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -200432.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -200529.593750 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -200529.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -200649.500000 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -200649.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -200755.250000 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -200755.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -200844.937500 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -200844.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200917.531250 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -200917.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200967.515625 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -200967.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -200995.515625 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -200995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -201015.171875 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -201015.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201024.265625 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -201024.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -201031.062500 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -201031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -201035.937500 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -201035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -201038.703125 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -201038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -201045.062500 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -201045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -201047.171875 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -201047.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -285750.593750 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -285750.6 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 1409 members 
Entering Unmasked Estep 
Score: -282635.687500 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -282635.7 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -283214.906250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -283214.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -283350.562500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -283350.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -283424.500000 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -283424.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -283466.406250 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -283466.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -283490.687500 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -283490.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283510.562500 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -283510.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -283518.375000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -283518.4 nChanged 14
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: -283523.906250 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -283523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -283527.187500 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -283527.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283532.125000 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -283532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -283538.468750 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -283538.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283542.906250 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -283542.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -283549.437500 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -283549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283552.906250 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -283552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -283555.031250 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -283555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283555.062500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -283555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283556.187500 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -283556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283556.250000 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -283556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -283559.031250 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -283559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -283562.187500 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -283562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -283562.187500 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -283562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283564.218750 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -283564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -283565.531250 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -283565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -283568.437500 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -283568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -283569.687500 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -283569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283571.062500 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -283571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283572.468750 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -283572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283573.281250 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -283573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283573.281250 Penalty: 3940.468262
	Iteration 29F: 3 clusters Score -283573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Entering Unmasked Estep 
Score: -904382.687500 Penalty: 2271.443604
	Iteration 0F: 2 clusters Score -904382.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -897044.937500 Penalty: 4542.887207
	Iteration 0F: 3 clusters Score -897044.9 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -899133.000000 Penalty: 4542.887207
	Iteration 1F: 3 clusters Score -899133 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -899458.875000 Penalty: 4542.887207
	Iteration 2F: 3 clusters Score -899458.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -899679.562500 Penalty: 4542.887207
	Iteration 3F: 3 clusters Score -899679.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -899822.125000 Penalty: 4542.887207
	Iteration 4Q: 3 clusters Score -899822.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -899936.437500 Penalty: 4542.887207
	Iteration 5Q: 3 clusters Score -899936.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -900051.562500 Penalty: 4542.887207
	Iteration 6Q: 3 clusters Score -900051.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -900148.000000 Penalty: 4542.887207
	Iteration 7Q: 3 clusters Score -900148 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -900254.500000 Penalty: 4542.887207
	Iteration 8Q: 3 clusters Score -900254.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -900359.562500 Penalty: 4542.887207
	Iteration 9Q: 3 clusters Score -900359.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -900480.812500 Penalty: 4542.887207
	Iteration 10Q: 3 clusters Score -900480.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -900609.500000 Penalty: 4542.887207
	Iteration 11Q: 3 clusters Score -900609.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -900770.250000 Penalty: 4542.887207
	Iteration 12Q: 3 clusters Score -900770.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -900967.125000 Penalty: 4542.887207
	Iteration 13Q: 3 clusters Score -900967.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -901181.437500 Penalty: 4542.887207
	Iteration 14Q: 3 clusters Score -901181.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -901385.750000 Penalty: 4542.887207
	Iteration 15Q: 3 clusters Score -901385.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -901562.500000 Penalty: 4542.887207
	Iteration 16Q: 3 clusters Score -901562.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -901709.375000 Penalty: 4542.887207
	Iteration 17Q: 3 clusters Score -901709.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -901824.187500 Penalty: 4542.887207
	Iteration 18Q: 3 clusters Score -901824.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -901912.937500 Penalty: 4542.887207
	Iteration 19Q: 3 clusters Score -901912.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -901980.625000 Penalty: 4542.887207
	Iteration 20F: 3 clusters Score -901980.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -902028.500000 Penalty: 4542.887207
	Iteration 21Q: 3 clusters Score -902028.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -902076.625000 Penalty: 4542.887207
	Iteration 22Q: 3 clusters Score -902076.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -902117.875000 Penalty: 4542.887207
	Iteration 23Q: 3 clusters Score -902117.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -902156.187500 Penalty: 4542.887207
	Iteration 24Q: 3 clusters Score -902156.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -902187.500000 Penalty: 4542.887207
	Iteration 25Q: 3 clusters Score -902187.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -902216.187500 Penalty: 4542.887207
	Iteration 26Q: 3 clusters Score -902216.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -902241.125000 Penalty: 4542.887207
	Iteration 27Q: 3 clusters Score -902241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -902262.937500 Penalty: 4542.887207
	Iteration 28Q: 3 clusters Score -902262.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -902281.187500 Penalty: 4542.887207
	Iteration 29Q: 3 clusters Score -902281.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -902303.375000 Penalty: 4542.887207
	Iteration 30Q: 3 clusters Score -902303.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -902326.000000 Penalty: 4542.887207
	Iteration 31Q: 3 clusters Score -902326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -902350.000000 Penalty: 4542.887207
	Iteration 32Q: 3 clusters Score -902350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -902368.375000 Penalty: 4542.887207
	Iteration 33Q: 3 clusters Score -902368.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -902385.375000 Penalty: 4542.887207
	Iteration 34Q: 3 clusters Score -902385.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -902402.562500 Penalty: 4542.887207
	Iteration 35Q: 3 clusters Score -902402.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -902416.250000 Penalty: 4542.887207
	Iteration 36Q: 3 clusters Score -902416.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -902427.062500 Penalty: 4542.887207
	Iteration 37Q: 3 clusters Score -902427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -902438.125000 Penalty: 4542.887207
	Iteration 38Q: 3 clusters Score -902438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -902446.250000 Penalty: 4542.887207
	Iteration 39Q: 3 clusters Score -902446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -902454.312500 Penalty: 4542.887207
	Iteration 40F: 3 clusters Score -902454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -902458.937500 Penalty: 4542.887207
	Iteration 41Q: 3 clusters Score -902458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -902468.687500 Penalty: 4542.887207
	Iteration 42Q: 3 clusters Score -902468.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -902477.750000 Penalty: 4542.887207
	Iteration 43Q: 3 clusters Score -902477.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -902490.500000 Penalty: 4542.887207
	Iteration 44Q: 3 clusters Score -902490.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -902498.812500 Penalty: 4542.887207
	Iteration 45Q: 3 clusters Score -902498.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -902508.187500 Penalty: 4542.887207
	Iteration 46Q: 3 clusters Score -902508.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -902515.062500 Penalty: 4542.887207
	Iteration 47Q: 3 clusters Score -902515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -902520.250000 Penalty: 4542.887207
	Iteration 48Q: 3 clusters Score -902520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -902529.250000 Penalty: 4542.887207
	Iteration 49Q: 3 clusters Score -902529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -902530.312500 Penalty: 4542.887207
	Iteration 50Q: 3 clusters Score -902530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -902532.437500 Penalty: 4542.887207
	Iteration 51Q: 3 clusters Score -902532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -902534.937500 Penalty: 4542.887207
	Iteration 52Q: 3 clusters Score -902534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -902537.875000 Penalty: 4542.887207
	Iteration 53Q: 3 clusters Score -902537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -902541.562500 Penalty: 4542.887207
	Iteration 54Q: 3 clusters Score -902541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -902546.187500 Penalty: 4542.887207
	Iteration 55Q: 3 clusters Score -902546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -902552.250000 Penalty: 4542.887207
	Iteration 56Q: 3 clusters Score -902552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -902556.625000 Penalty: 4542.887207
	Iteration 57Q: 3 clusters Score -902556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -902562.812500 Penalty: 4542.887207
	Iteration 58Q: 3 clusters Score -902562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -902569.875000 Penalty: 4542.887207
	Iteration 59Q: 3 clusters Score -902569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -902579.750000 Penalty: 4542.887207
	Iteration 60F: 3 clusters Score -902579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -902586.312500 Penalty: 4542.887207
	Iteration 61Q: 3 clusters Score -902586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -902593.375000 Penalty: 4542.887207
	Iteration 62Q: 3 clusters Score -902593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -902598.812500 Penalty: 4542.887207
	Iteration 63Q: 3 clusters Score -902598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -902606.187500 Penalty: 4542.887207
	Iteration 64Q: 3 clusters Score -902606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -902609.937500 Penalty: 4542.887207
	Iteration 65Q: 3 clusters Score -902609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -902618.437500 Penalty: 4542.887207
	Iteration 66Q: 3 clusters Score -902618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -902622.187500 Penalty: 4542.887207
	Iteration 67Q: 3 clusters Score -902622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -902625.437500 Penalty: 4542.887207
	Iteration 68Q: 3 clusters Score -902625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -902625.500000 Penalty: 4542.887207
	Iteration 69Q: 3 clusters Score -902625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -902625.062500 Penalty: 4542.887207
	Iteration 70Q: 3 clusters Score -902625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -902627.125000 Penalty: 4542.887207
	Iteration 71Q: 3 clusters Score -902627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -902627.125000 Penalty: 4542.887207
	Iteration 72F: 3 clusters Score -902627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Entering Unmasked Estep 
Score: -6285570.500000 Penalty: 2739.108398
	Iteration 0F: 2 clusters Score -6285570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -6243329.000000 Penalty: 5478.216797
	Iteration 0F: 3 clusters Score -6243329 nChanged 29197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -6259625.000000 Penalty: 5478.216797
	Iteration 1F: 3 clusters Score -6259625 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -6260420.500000 Penalty: 5478.216797
	Iteration 2Q: 3 clusters Score -6260420 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -6261413.000000 Penalty: 5478.216797
	Iteration 3Q: 3 clusters Score -6261413 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6262541.000000 Penalty: 5478.216797
	Iteration 4Q: 3 clusters Score -6262541 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6263923.000000 Penalty: 5478.216797
	Iteration 5F: 3 clusters Score -6263923 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -6265648.000000 Penalty: 5478.216797
	Iteration 6F: 3 clusters Score -6265648 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -6267991.500000 Penalty: 5478.216797
	Iteration 7F: 3 clusters Score -6267992 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6270739.000000 Penalty: 5478.216797
	Iteration 8F: 3 clusters Score -6270739 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6273437.500000 Penalty: 5478.216797
	Iteration 9F: 3 clusters Score -6273438 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -6275855.000000 Penalty: 5478.216797
	Iteration 10F: 3 clusters Score -6275855 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -6277647.000000 Penalty: 5478.216797
	Iteration 11Q: 3 clusters Score -6277647 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6278865.500000 Penalty: 5478.216797
	Iteration 12Q: 3 clusters Score -6278866 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6279623.000000 Penalty: 5478.216797
	Iteration 13Q: 3 clusters Score -6279623 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6280171.000000 Penalty: 5478.216797
	Iteration 14Q: 3 clusters Score -6280171 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6280662.500000 Penalty: 5478.216797
	Iteration 15Q: 3 clusters Score -6280662 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -6281010.000000 Penalty: 5478.216797
	Iteration 16Q: 3 clusters Score -6281010 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6281290.000000 Penalty: 5478.216797
	Iteration 17Q: 3 clusters Score -6281290 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6281573.500000 Penalty: 5478.216797
	Iteration 18Q: 3 clusters Score -6281574 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6281835.500000 Penalty: 5478.216797
	Iteration 19Q: 3 clusters Score -6281836 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6282096.000000 Penalty: 5478.216797
	Iteration 20F: 3 clusters Score -6282096 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6282358.000000 Penalty: 5478.216797
	Iteration 21Q: 3 clusters Score -6282358 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6282620.000000 Penalty: 5478.216797
	Iteration 22Q: 3 clusters Score -6282620 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6282795.000000 Penalty: 5478.216797
	Iteration 23Q: 3 clusters Score -6282795 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6282930.500000 Penalty: 5478.216797
	Iteration 24Q: 3 clusters Score -6282930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6283025.500000 Penalty: 5478.216797
	Iteration 25Q: 3 clusters Score -6283026 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6283119.500000 Penalty: 5478.216797
	Iteration 26Q: 3 clusters Score -6283120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6283199.500000 Penalty: 5478.216797
	Iteration 27Q: 3 clusters Score -6283200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6283225.500000 Penalty: 5478.216797
	Iteration 28Q: 3 clusters Score -6283226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6283242.500000 Penalty: 5478.216797
	Iteration 29Q: 3 clusters Score -6283242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6283270.500000 Penalty: 5478.216797
	Iteration 30Q: 3 clusters Score -6283270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6283281.000000 Penalty: 5478.216797
	Iteration 31Q: 3 clusters Score -6283281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6283291.000000 Penalty: 5478.216797
	Iteration 32Q: 3 clusters Score -6283291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6283296.000000 Penalty: 5478.216797
	Iteration 33Q: 3 clusters Score -6283296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6283301.000000 Penalty: 5478.216797
	Iteration 34Q: 3 clusters Score -6283301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6283315.500000 Penalty: 5478.216797
	Iteration 35Q: 3 clusters Score -6283316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6283326.500000 Penalty: 5478.216797
	Iteration 36Q: 3 clusters Score -6283326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6283335.000000 Penalty: 5478.216797
	Iteration 37Q: 3 clusters Score -6283335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6283338.500000 Penalty: 5478.216797
	Iteration 38Q: 3 clusters Score -6283338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6283342.500000 Penalty: 5478.216797
	Iteration 39Q: 3 clusters Score -6283342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6283343.500000 Penalty: 5478.216797
	Iteration 40F: 3 clusters Score -6283344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6283356.000000 Penalty: 5478.216797
	Iteration 41Q: 3 clusters Score -6283356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6283346.000000 Penalty: 5478.216797
	Iteration 42Q: 3 clusters Score -6283346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6283346.000000 Penalty: 5478.216797
	Iteration 43Q: 3 clusters Score -6283346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6283351.500000 Penalty: 5478.216797
	Iteration 44Q: 3 clusters Score -6283352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6283356.500000 Penalty: 5478.216797
	Iteration 45Q: 3 clusters Score -6283356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6283366.000000 Penalty: 5478.216797
	Iteration 46Q: 3 clusters Score -6283366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6283376.500000 Penalty: 5478.216797
	Iteration 47Q: 3 clusters Score -6283376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6283377.000000 Penalty: 5478.216797
	Iteration 48Q: 3 clusters Score -6283377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6283376.000000 Penalty: 5478.216797
	Iteration 49Q: 3 clusters Score -6283376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6283373.000000 Penalty: 5478.216797
	Iteration 50Q: 3 clusters Score -6283373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6283377.000000 Penalty: 5478.216797
	Iteration 51Q: 3 clusters Score -6283377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6283375.500000 Penalty: 5478.216797
	Iteration 52Q: 3 clusters Score -6283376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6283375.000000 Penalty: 5478.216797
	Iteration 53Q: 3 clusters Score -6283375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6283379.500000 Penalty: 5478.216797
	Iteration 54Q: 3 clusters Score -6283380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6283380.000000 Penalty: 5478.216797
	Iteration 55Q: 3 clusters Score -6283380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6283384.000000 Penalty: 5478.216797
	Iteration 56Q: 3 clusters Score -6283384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6283383.500000 Penalty: 5478.216797
	Iteration 57Q: 3 clusters Score -6283384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6283383.500000 Penalty: 5478.216797
	Iteration 58Q: 3 clusters Score -6283384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6283377.500000 Penalty: 5478.216797
	Iteration 59Q: 3 clusters Score -6283378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6283377.500000 Penalty: 5478.216797
	Iteration 60F: 3 clusters Score -6283378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Entering Unmasked Estep 
Score: -5546245.000000 Penalty: 2706.874268
	Iteration 0F: 2 clusters Score -5546245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5509251.500000 Penalty: 5413.748535
	Iteration 0F: 3 clusters Score -5509252 nChanged 25589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5524037.000000 Penalty: 5413.748535
	Iteration 1F: 3 clusters Score -5524037 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5525395.000000 Penalty: 5413.748535
	Iteration 2F: 3 clusters Score -5525395 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5527414.000000 Penalty: 5413.748535
	Iteration 3F: 3 clusters Score -5527414 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5530480.000000 Penalty: 5413.748535
	Iteration 4F: 3 clusters Score -5530480 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5534501.000000 Penalty: 5413.748535
	Iteration 5F: 3 clusters Score -5534501 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5538473.500000 Penalty: 5413.748535
	Iteration 6F: 3 clusters Score -5538474 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -5541285.500000 Penalty: 5413.748535
	Iteration 7F: 3 clusters Score -5541286 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5542949.000000 Penalty: 5413.748535
	Iteration 8Q: 3 clusters Score -5542949 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -5543917.000000 Penalty: 5413.748535
	Iteration 9Q: 3 clusters Score -5543917 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -5544554.500000 Penalty: 5413.748535
	Iteration 10Q: 3 clusters Score -5544554 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -5544975.500000 Penalty: 5413.748535
	Iteration 11Q: 3 clusters Score -5544976 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5545160.500000 Penalty: 5413.748535
	Iteration 12Q: 3 clusters Score -5545160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -5545255.000000 Penalty: 5413.748535
	Iteration 13Q: 3 clusters Score -5545255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -5545290.500000 Penalty: 5413.748535
	Iteration 14Q: 3 clusters Score -5545290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -5545303.000000 Penalty: 5413.748535
	Iteration 15Q: 3 clusters Score -5545303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5545313.000000 Penalty: 5413.748535
	Iteration 16Q: 3 clusters Score -5545313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -5545313.500000 Penalty: 5413.748535
	Iteration 17Q: 3 clusters Score -5545314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -5545318.500000 Penalty: 5413.748535
	Iteration 18Q: 3 clusters Score -5545318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -5545314.000000 Penalty: 5413.748535
	Iteration 19Q: 3 clusters Score -5545314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5545318.000000 Penalty: 5413.748535
	Iteration 20F: 3 clusters Score -5545318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5545321.000000 Penalty: 5413.748535
	Iteration 21Q: 3 clusters Score -5545321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5545315.000000 Penalty: 5413.748535
	Iteration 22Q: 3 clusters Score -5545315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -5545312.500000 Penalty: 5413.748535
	Iteration 23Q: 3 clusters Score -5545312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -5545313.500000 Penalty: 5413.748535
	Iteration 24Q: 3 clusters Score -5545314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -5545313.500000 Penalty: 5413.748535
	Iteration 25F: 3 clusters Score -5545314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -137812.031250 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -137812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135576.500000 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -135576.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135909.953125 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -135910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -136000.171875 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -136000.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -136050.281250 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -136050.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -136083.312500 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -136083.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136106.093750 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -136106.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -136118.765625 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -136118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136123.171875 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -136123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -136125.718750 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -136125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -136128.187500 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -136128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -136131.203125 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -136131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136133.265625 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -136133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136133.562500 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -136133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136134.390625 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -136134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136135.859375 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -136135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -136138.203125 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -136138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -136138.906250 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -136138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -136139.453125 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -136139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136140.734375 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -136140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136141.875000 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -136141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136145.625000 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -136145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -136148.078125 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -136148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136148.703125 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -136148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136149.156250 Penalty: 3612.930908
	Iteration 23Q: 3 clusters Score -136149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136149.156250 Penalty: 3612.930908
	Iteration 24F: 3 clusters Score -136149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -617277.250000 Penalty: 2169.461426
	Iteration 0F: 2 clusters Score -617277.2 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 3148 members 
Entering Unmasked Estep 
Score: -611930.562500 Penalty: 4338.922852
	Iteration 0F: 3 clusters Score -611930.6 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -613298.562500 Penalty: 4338.922852
	Iteration 1F: 3 clusters Score -613298.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -613536.875000 Penalty: 4338.922852
	Iteration 2F: 3 clusters Score -613536.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -613717.250000 Penalty: 4338.922852
	Iteration 3F: 3 clusters Score -613717.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -613848.437500 Penalty: 4338.922852
	Iteration 4Q: 3 clusters Score -613848.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -613964.687500 Penalty: 4338.922852
	Iteration 5Q: 3 clusters Score -613964.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -614081.750000 Penalty: 4338.922852
	Iteration 6Q: 3 clusters Score -614081.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -614224.375000 Penalty: 4338.922852
	Iteration 7Q: 3 clusters Score -614224.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -614391.312500 Penalty: 4338.922852
	Iteration 8Q: 3 clusters Score -614391.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -614559.312500 Penalty: 4338.922852
	Iteration 9Q: 3 clusters Score -614559.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -614711.437500 Penalty: 4338.922852
	Iteration 10Q: 3 clusters Score -614711.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -614878.062500 Penalty: 4338.922852
	Iteration 11Q: 3 clusters Score -614878.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -615051.687500 Penalty: 4338.922852
	Iteration 12Q: 3 clusters Score -615051.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -615198.187500 Penalty: 4338.922852
	Iteration 13Q: 3 clusters Score -615198.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -615314.562500 Penalty: 4338.922852
	Iteration 14Q: 3 clusters Score -615314.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -615409.937500 Penalty: 4338.922852
	Iteration 15Q: 3 clusters Score -615409.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -615512.687500 Penalty: 4338.922852
	Iteration 16Q: 3 clusters Score -615512.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -615592.500000 Penalty: 4338.922852
	Iteration 17Q: 3 clusters Score -615592.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -615664.187500 Penalty: 4338.922852
	Iteration 18Q: 3 clusters Score -615664.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -615737.625000 Penalty: 4338.922852
	Iteration 19Q: 3 clusters Score -615737.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -615808.000000 Penalty: 4338.922852
	Iteration 20F: 3 clusters Score -615808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -615877.062500 Penalty: 4338.922852
	Iteration 21Q: 3 clusters Score -615877.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -615941.312500 Penalty: 4338.922852
	Iteration 22Q: 3 clusters Score -615941.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -616002.125000 Penalty: 4338.922852
	Iteration 23Q: 3 clusters Score -616002.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -616082.625000 Penalty: 4338.922852
	Iteration 24Q: 3 clusters Score -616082.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -616131.125000 Penalty: 4338.922852
	Iteration 25Q: 3 clusters Score -616131.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -616168.937500 Penalty: 4338.922852
	Iteration 26Q: 3 clusters Score -616168.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -616199.750000 Penalty: 4338.922852
	Iteration 27Q: 3 clusters Score -616199.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -616222.062500 Penalty: 4338.922852
	Iteration 28Q: 3 clusters Score -616222.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -616245.500000 Penalty: 4338.922852
	Iteration 29Q: 3 clusters Score -616245.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -616269.375000 Penalty: 4338.922852
	Iteration 30Q: 3 clusters Score -616269.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -616297.437500 Penalty: 4338.922852
	Iteration 31Q: 3 clusters Score -616297.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -616314.750000 Penalty: 4338.922852
	Iteration 32Q: 3 clusters Score -616314.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -616322.000000 Penalty: 4338.922852
	Iteration 33Q: 3 clusters Score -616322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -616328.062500 Penalty: 4338.922852
	Iteration 34Q: 3 clusters Score -616328.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -616336.875000 Penalty: 4338.922852
	Iteration 35Q: 3 clusters Score -616336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -616342.125000 Penalty: 4338.922852
	Iteration 36Q: 3 clusters Score -616342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -616345.187500 Penalty: 4338.922852
	Iteration 37Q: 3 clusters Score -616345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -616348.000000 Penalty: 4338.922852
	Iteration 38Q: 3 clusters Score -616348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -616352.000000 Penalty: 4338.922852
	Iteration 39Q: 3 clusters Score -616352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -616352.437500 Penalty: 4338.922852
	Iteration 40F: 3 clusters Score -616352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -616355.687500 Penalty: 4338.922852
	Iteration 41Q: 3 clusters Score -616355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -616356.312500 Penalty: 4338.922852
	Iteration 42Q: 3 clusters Score -616356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -616358.875000 Penalty: 4338.922852
	Iteration 43Q: 3 clusters Score -616358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -616359.437500 Penalty: 4338.922852
	Iteration 44Q: 3 clusters Score -616359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -616361.437500 Penalty: 4338.922852
	Iteration 45Q: 3 clusters Score -616361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -616364.312500 Penalty: 4338.922852
	Iteration 46Q: 3 clusters Score -616364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -616365.812500 Penalty: 4338.922852
	Iteration 47Q: 3 clusters Score -616365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -616366.812500 Penalty: 4338.922852
	Iteration 48Q: 3 clusters Score -616366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -616366.812500 Penalty: 4338.922852
	Iteration 49F: 3 clusters Score -616366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Entering Unmasked Estep 
Score: -887910.937500 Penalty: 2273.342285
	Iteration 0F: 2 clusters Score -887910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -880540.750000 Penalty: 4546.684570
	Iteration 0F: 3 clusters Score -880540.8 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -882984.500000 Penalty: 4546.684570
	Iteration 1F: 3 clusters Score -882984.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -883789.250000 Penalty: 4546.684570
	Iteration 2F: 3 clusters Score -883789.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -884562.500000 Penalty: 4546.684570
	Iteration 3F: 3 clusters Score -884562.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -885266.187500 Penalty: 4546.684570
	Iteration 4F: 3 clusters Score -885266.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -885827.187500 Penalty: 4546.684570
	Iteration 5F: 3 clusters Score -885827.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -886206.062500 Penalty: 4546.684570
	Iteration 6F: 3 clusters Score -886206.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -886463.437500 Penalty: 4546.684570
	Iteration 7Q: 3 clusters Score -886463.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -886622.625000 Penalty: 4546.684570
	Iteration 8Q: 3 clusters Score -886622.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -886745.937500 Penalty: 4546.684570
	Iteration 9Q: 3 clusters Score -886745.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -886839.125000 Penalty: 4546.684570
	Iteration 10Q: 3 clusters Score -886839.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -886913.187500 Penalty: 4546.684570
	Iteration 11Q: 3 clusters Score -886913.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -886988.312500 Penalty: 4546.684570
	Iteration 12Q: 3 clusters Score -886988.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -887060.562500 Penalty: 4546.684570
	Iteration 13Q: 3 clusters Score -887060.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -887115.875000 Penalty: 4546.684570
	Iteration 14Q: 3 clusters Score -887115.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -887150.875000 Penalty: 4546.684570
	Iteration 15Q: 3 clusters Score -887150.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -887182.000000 Penalty: 4546.684570
	Iteration 16Q: 3 clusters Score -887182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -887205.687500 Penalty: 4546.684570
	Iteration 17Q: 3 clusters Score -887205.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -887228.187500 Penalty: 4546.684570
	Iteration 18Q: 3 clusters Score -887228.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -887251.187500 Penalty: 4546.684570
	Iteration 19Q: 3 clusters Score -887251.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -887265.437500 Penalty: 4546.684570
	Iteration 20F: 3 clusters Score -887265.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -887274.625000 Penalty: 4546.684570
	Iteration 21Q: 3 clusters Score -887274.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -887284.625000 Penalty: 4546.684570
	Iteration 22Q: 3 clusters Score -887284.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -887291.187500 Penalty: 4546.684570
	Iteration 23Q: 3 clusters Score -887291.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -887297.437500 Penalty: 4546.684570
	Iteration 24Q: 3 clusters Score -887297.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -887303.562500 Penalty: 4546.684570
	Iteration 25Q: 3 clusters Score -887303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -887308.625000 Penalty: 4546.684570
	Iteration 26Q: 3 clusters Score -887308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -887314.250000 Penalty: 4546.684570
	Iteration 27Q: 3 clusters Score -887314.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -887316.812500 Penalty: 4546.684570
	Iteration 28Q: 3 clusters Score -887316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -887318.562500 Penalty: 4546.684570
	Iteration 29Q: 3 clusters Score -887318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -887319.187500 Penalty: 4546.684570
	Iteration 30Q: 3 clusters Score -887319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -887319.812500 Penalty: 4546.684570
	Iteration 31Q: 3 clusters Score -887319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -887321.875000 Penalty: 4546.684570
	Iteration 32Q: 3 clusters Score -887321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -887325.187500 Penalty: 4546.684570
	Iteration 33Q: 3 clusters Score -887325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -887326.187500 Penalty: 4546.684570
	Iteration 34Q: 3 clusters Score -887326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -887329.687500 Penalty: 4546.684570
	Iteration 35Q: 3 clusters Score -887329.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -887332.250000 Penalty: 4546.684570
	Iteration 36Q: 3 clusters Score -887332.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -887336.000000 Penalty: 4546.684570
	Iteration 37Q: 3 clusters Score -887336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -887338.750000 Penalty: 4546.684570
	Iteration 38Q: 3 clusters Score -887338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -887338.750000 Penalty: 4546.684570
	Iteration 39Q: 3 clusters Score -887338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -887339.750000 Penalty: 4546.684570
	Iteration 40F: 3 clusters Score -887339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -887341.500000 Penalty: 4546.684570
	Iteration 41Q: 3 clusters Score -887341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -887341.062500 Penalty: 4546.684570
	Iteration 42Q: 3 clusters Score -887341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -887339.250000 Penalty: 4546.684570
	Iteration 43Q: 3 clusters Score -887339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -887339.437500 Penalty: 4546.684570
	Iteration 44Q: 3 clusters Score -887339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -887339.437500 Penalty: 4546.684570
	Iteration 45F: 3 clusters Score -887339.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Entering Unmasked Estep 
Score: -4266628.000000 Penalty: 2649.672852
	Iteration 0F: 2 clusters Score -4266628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4237186.500000 Penalty: 5299.345703
	Iteration 0F: 3 clusters Score -4237186 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4248557.000000 Penalty: 5299.345703
	Iteration 1F: 3 clusters Score -4248557 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4249343.000000 Penalty: 5299.345703
	Iteration 2Q: 3 clusters Score -4249343 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4250353.500000 Penalty: 5299.345703
	Iteration 3Q: 3 clusters Score -4250354 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -4251592.500000 Penalty: 5299.345703
	Iteration 4F: 3 clusters Score -4251592 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4253037.000000 Penalty: 5299.345703
	Iteration 5F: 3 clusters Score -4253037 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4254516.000000 Penalty: 5299.345703
	Iteration 6F: 3 clusters Score -4254516 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4256191.500000 Penalty: 5299.345703
	Iteration 7F: 3 clusters Score -4256192 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4257891.000000 Penalty: 5299.345703
	Iteration 8F: 3 clusters Score -4257891 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4259337.500000 Penalty: 5299.345703
	Iteration 9F: 3 clusters Score -4259338 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4260389.500000 Penalty: 5299.345703
	Iteration 10Q: 3 clusters Score -4260390 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4261122.500000 Penalty: 5299.345703
	Iteration 11Q: 3 clusters Score -4261122 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4261548.500000 Penalty: 5299.345703
	Iteration 12Q: 3 clusters Score -4261548 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4261865.500000 Penalty: 5299.345703
	Iteration 13Q: 3 clusters Score -4261866 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4262065.000000 Penalty: 5299.345703
	Iteration 14Q: 3 clusters Score -4262065 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -4262250.000000 Penalty: 5299.345703
	Iteration 15Q: 3 clusters Score -4262250 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4262333.000000 Penalty: 5299.345703
	Iteration 16Q: 3 clusters Score -4262333 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4262411.000000 Penalty: 5299.345703
	Iteration 17Q: 3 clusters Score -4262411 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4262478.000000 Penalty: 5299.345703
	Iteration 18Q: 3 clusters Score -4262478 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4262545.000000 Penalty: 5299.345703
	Iteration 19Q: 3 clusters Score -4262545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4262581 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4262625 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4262649 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4262690 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4262722 nChanged 176
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Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4262743 nChanged 174
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Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4262778 nChanged 153
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Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4262805 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4262800 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4262825 nChanged 179
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Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4262846 nChanged 168
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Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4262881 nChanged 174
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4262882 nChanged 176
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Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4262906 nChanged 183
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Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4262917 nChanged 183
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Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4262944 nChanged 186
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Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4262979 nChanged 209
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Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4263010 nChanged 206
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Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4263051 nChanged 197
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Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4263081 nChanged 206
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4263110 nChanged 231
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4263126 nChanged 239
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4263184 nChanged 248
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Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4263221 nChanged 238
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Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4263265 nChanged 246
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Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4263314 nChanged 237
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Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4263350 nChanged 254
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Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4263390 nChanged 283
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Mstep: Class 1 contains 8516 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4263460 nChanged 276
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Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4263535 nChanged 228
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Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4263608 nChanged 258
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Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 36133 members 
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	Iteration 52Q: 3 clusters Score -4263657 nChanged 255
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Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 36388 members 
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	Iteration 53Q: 3 clusters Score -4263706 nChanged 236
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Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 36622 members 
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Mstep: Class 1 contains 6812 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6617 members 
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	Iteration 56Q: 3 clusters Score -4263848 nChanged 198
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Mstep: Class 1 contains 6425 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4263876 nChanged 188
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Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 37418 members 
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	Iteration 58Q: 3 clusters Score -4263930 nChanged 211
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Mstep: Class 1 contains 6034 members 
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	Iteration 59Q: 3 clusters Score -4263964 nChanged 191
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Mstep: Class 1 contains 5847 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4264001 nChanged 222
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Mstep: Class 1 contains 5625 members 
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	Iteration 61Q: 3 clusters Score -4264052 nChanged 218
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Mstep: Class 1 contains 5407 members 
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	Iteration 62Q: 3 clusters Score -4264090 nChanged 197
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Mstep: Class 1 contains 5212 members 
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	Iteration 63Q: 3 clusters Score -4264128 nChanged 194
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Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 38641 members 
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Mstep: Class 1 contains 4863 members 
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Mstep: Class 1 contains 4717 members 
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	Iteration 66Q: 3 clusters Score -4264250 nChanged 156
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Mstep: Class 1 contains 4561 members 
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	Iteration 67Q: 3 clusters Score -4264280 nChanged 157
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Mstep: Class 1 contains 4406 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4264321 nChanged 139
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Mstep: Class 1 contains 4273 members 
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	Iteration 69Q: 3 clusters Score -4264342 nChanged 111
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Mstep: Class 1 contains 4162 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4264375 nChanged 96
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Mstep: Class 1 contains 4066 members 
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	Iteration 71Q: 3 clusters Score -4264392 nChanged 102
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Mstep: Class 1 contains 3968 members 
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	Iteration 72Q: 3 clusters Score -4264408 nChanged 94
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Mstep: Class 1 contains 3878 members 
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	Iteration 73Q: 3 clusters Score -4264432 nChanged 81
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Mstep: Class 1 contains 3797 members 
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	Iteration 74Q: 3 clusters Score -4264448 nChanged 76
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Mstep: Class 1 contains 3723 members 
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	Iteration 75Q: 3 clusters Score -4264468 nChanged 77
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Mstep: Class 1 contains 3650 members 
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	Iteration 76Q: 3 clusters Score -4264486 nChanged 71
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Mstep: Class 1 contains 3579 members 
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	Iteration 77Q: 3 clusters Score -4264504 nChanged 59
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	Iteration 78Q: 3 clusters Score -4264511 nChanged 54
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Mstep: Class 1 contains 3470 members 
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	Iteration 79Q: 3 clusters Score -4264513 nChanged 56
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Mstep: Class 1 contains 3416 members 
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	Iteration 80F: 3 clusters Score -4264535 nChanged 50
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Mstep: Class 1 contains 3366 members 
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	Iteration 81Q: 3 clusters Score -4264535 nChanged 53
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Mstep: Class 1 contains 3313 members 
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	Iteration 82Q: 3 clusters Score -4264553 nChanged 47
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Mstep: Class 1 contains 3268 members 
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	Iteration 83Q: 3 clusters Score -4264550 nChanged 40
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Mstep: Class 1 contains 3228 members 
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	Iteration 84Q: 3 clusters Score -4264565 nChanged 53
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Mstep: Class 1 contains 3177 members 
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	Iteration 85Q: 3 clusters Score -4264585 nChanged 52
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Mstep: Class 1 contains 3129 members 
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	Iteration 86Q: 3 clusters Score -4264596 nChanged 43
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	Iteration 87Q: 3 clusters Score -4264615 nChanged 41
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	Iteration 88Q: 3 clusters Score -4264620 nChanged 46
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Mstep: Class 1 contains 3001 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4264630 nChanged 55
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Mstep: Class 1 contains 2948 members 
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	Iteration 90Q: 3 clusters Score -4264642 nChanged 52
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	Iteration 91Q: 3 clusters Score -4264650 nChanged 45
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Mstep: Class 1 contains 2859 members 
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	Iteration 92Q: 3 clusters Score -4264660 nChanged 39
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Mstep: Class 1 contains 2820 members 
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	Iteration 93Q: 3 clusters Score -4264671 nChanged 41
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	Iteration 94Q: 3 clusters Score -4264678 nChanged 44
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	Iteration 95Q: 3 clusters Score -4264688 nChanged 40
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	Iteration 96Q: 3 clusters Score -4264686 nChanged 46
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Mstep: Class 1 contains 2671 members 
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	Iteration 97Q: 3 clusters Score -4264703 nChanged 42
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	Iteration 98Q: 3 clusters Score -4264718 nChanged 30
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	Iteration 99Q: 3 clusters Score -4264723 nChanged 25
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Mstep: Class 1 contains 2592 members 
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	Iteration 100F: 3 clusters Score -4264722 nChanged 20
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	Iteration 101Q: 3 clusters Score -4264733 nChanged 19
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	Iteration 102Q: 3 clusters Score -4264736 nChanged 15
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4264739 nChanged 16
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	Iteration 104Q: 3 clusters Score -4264734 nChanged 15
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	Iteration 105Q: 3 clusters Score -4264740 nChanged 17
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	Iteration 106Q: 3 clusters Score -4264744 nChanged 18
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	Iteration 107Q: 3 clusters Score -4264760 nChanged 12
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	Iteration 108Q: 3 clusters Score -4264762 nChanged 15
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	Iteration 109Q: 3 clusters Score -4264764 nChanged 22
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	Iteration 110Q: 3 clusters Score -4264766 nChanged 16
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	Iteration 111Q: 3 clusters Score -4264772 nChanged 16
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	Iteration 112Q: 3 clusters Score -4264777 nChanged 18
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	Iteration 113Q: 3 clusters Score -4264764 nChanged 22
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	Iteration 114Q: 3 clusters Score -4264768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -4264766.500000 Penalty: 5299.345703
	Iteration 115Q: 3 clusters Score -4264766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4264767.500000 Penalty: 5299.345703
	Iteration 116Q: 3 clusters Score -4264768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -4264772.000000 Penalty: 5299.345703
	Iteration 117Q: 3 clusters Score -4264772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4264785.500000 Penalty: 5299.345703
	Iteration 118Q: 3 clusters Score -4264786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4264790.000000 Penalty: 5299.345703
	Iteration 119Q: 3 clusters Score -4264790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -4264784.000000 Penalty: 5299.345703
	Iteration 120F: 3 clusters Score -4264784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4264789.000000 Penalty: 5299.345703
	Iteration 121Q: 3 clusters Score -4264789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -4264792.500000 Penalty: 5299.345703
	Iteration 122Q: 3 clusters Score -4264792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -4264797.000000 Penalty: 5299.345703
	Iteration 123Q: 3 clusters Score -4264797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4264802.500000 Penalty: 5299.345703
	Iteration 124Q: 3 clusters Score -4264802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4264805.000000 Penalty: 5299.345703
	Iteration 125Q: 3 clusters Score -4264805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4264806.500000 Penalty: 5299.345703
	Iteration 126Q: 3 clusters Score -4264806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -4264804.500000 Penalty: 5299.345703
	Iteration 127Q: 3 clusters Score -4264804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4264809.000000 Penalty: 5299.345703
	Iteration 128Q: 3 clusters Score -4264809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -4264809.000000 Penalty: 5299.345703
	Iteration 129Q: 3 clusters Score -4264809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -4264809.500000 Penalty: 5299.345703
	Iteration 130Q: 3 clusters Score -4264810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4264808.500000 Penalty: 5299.345703
	Iteration 131Q: 3 clusters Score -4264808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4264810.000000 Penalty: 5299.345703
	Iteration 132Q: 3 clusters Score -4264810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4264814.000000 Penalty: 5299.345703
	Iteration 133Q: 3 clusters Score -4264814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -4264810.000000 Penalty: 5299.345703
	Iteration 134Q: 3 clusters Score -4264810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4264814.000000 Penalty: 5299.345703
	Iteration 135Q: 3 clusters Score -4264814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4264809.500000 Penalty: 5299.345703
	Iteration 136Q: 3 clusters Score -4264810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4264816.500000 Penalty: 5299.345703
	Iteration 137Q: 3 clusters Score -4264816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4264812.500000 Penalty: 5299.345703
	Iteration 138Q: 3 clusters Score -4264812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4264812.500000 Penalty: 5299.345703
	Iteration 139F: 3 clusters Score -4264812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -190429.187500 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -190429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -187717.765625 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -187717.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188327.859375 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -188327.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188570.015625 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -188570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188775.296875 Penalty: 3814.608398
	Iteration 3F: 3 clusters Score -188775.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188953.578125 Penalty: 3814.608398
	Iteration 4F: 3 clusters Score -188953.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189139.109375 Penalty: 3814.608398
	Iteration 5F: 3 clusters Score -189139.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189318.578125 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -189318.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -189497.437500 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -189497.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189618.296875 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -189618.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -189699.906250 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -189699.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189766.875000 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -189766.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189841.109375 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -189841.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -189878.031250 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -189878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189888.828125 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -189888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -189895.406250 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -189895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189898.953125 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -189899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189902.078125 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -189902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189903.828125 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -189903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189903.828125 Penalty: 3814.608398
	Iteration 18F: 3 clusters Score -189903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -547433.062500 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -547433.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -542370.500000 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -542370.5 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -543680.625000 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -543680.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -544032.875000 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -544032.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -544435.687500 Penalty: 4308.720215
	Iteration 3F: 3 clusters Score -544435.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -544919.062500 Penalty: 4308.720215
	Iteration 4F: 3 clusters Score -544919.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -545433.187500 Penalty: 4308.720215
	Iteration 5F: 3 clusters Score -545433.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -545942.000000 Penalty: 4308.720215
	Iteration 6F: 3 clusters Score -545942 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -546322.437500 Penalty: 4308.720215
	Iteration 7F: 3 clusters Score -546322.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -546554.062500 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -546554.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -546702.500000 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -546702.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -546785.437500 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -546785.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -546828.937500 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -546828.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -546861.375000 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -546861.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -546881.000000 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -546881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -546897.250000 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -546897.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -546913.000000 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -546913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -546934.250000 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -546934.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -546957.687500 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -546957.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -546975.687500 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -546975.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -546989.312500 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -546989.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -547000.437500 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -547000.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -547014.812500 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -547014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -547026.750000 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -547026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -547036.687500 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -547036.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -547045.812500 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -547045.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -547055.812500 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -547055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -547068.937500 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -547068.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -547089.375000 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -547089.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -547111.125000 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -547111.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -547129.750000 Penalty: 4308.720215
	Iteration 29Q: 3 clusters Score -547129.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -547154.500000 Penalty: 4308.720215
	Iteration 30Q: 3 clusters Score -547154.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -547183.125000 Penalty: 4308.720215
	Iteration 31Q: 3 clusters Score -547183.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -547209.687500 Penalty: 4308.720215
	Iteration 32Q: 3 clusters Score -547209.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -547235.937500 Penalty: 4308.720215
	Iteration 33Q: 3 clusters Score -547235.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -547250.812500 Penalty: 4308.720215
	Iteration 34Q: 3 clusters Score -547250.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -547260.250000 Penalty: 4308.720215
	Iteration 35Q: 3 clusters Score -547260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -547266.000000 Penalty: 4308.720215
	Iteration 36Q: 3 clusters Score -547266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -547268.687500 Penalty: 4308.720215
	Iteration 37Q: 3 clusters Score -547268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -547270.750000 Penalty: 4308.720215
	Iteration 38Q: 3 clusters Score -547270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -547272.125000 Penalty: 4308.720215
	Iteration 39Q: 3 clusters Score -547272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -547272.125000 Penalty: 4308.720215
	Iteration 40F: 3 clusters Score -547272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -464974.812500 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -464974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -460497.125000 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -460497.1 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -461654.406250 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -461654.4 nChanged 366
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: -461887.625000 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -461887.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -462025.125000 Penalty: 4222.838379
	Iteration 3Q: 3 clusters Score -462025.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -462130.281250 Penalty: 4222.838379
	Iteration 4Q: 3 clusters Score -462130.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -462207.406250 Penalty: 4222.838379
	Iteration 5Q: 3 clusters Score -462207.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -462274.156250 Penalty: 4222.838379
	Iteration 6Q: 3 clusters Score -462274.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -462336.843750 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -462336.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -462389.156250 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -462389.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -462431.531250 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -462431.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -462476.000000 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -462476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -462525.281250 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -462525.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -462560.531250 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -462560.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -462602.468750 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -462602.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -462649.312500 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -462649.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -462693.625000 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -462693.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -462733.156250 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -462733.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -462784.062500 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -462784.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -462831.125000 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -462831.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -462867.281250 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -462867.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -462901.468750 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -462901.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -462930.781250 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -462930.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -462958.031250 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -462958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -462985.750000 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -462985.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -463009.843750 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -463009.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -463027.843750 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -463027.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -463052.593750 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -463052.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -463073.406250 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -463073.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -463093.125000 Penalty: 4222.838379
	Iteration 28Q: 3 clusters Score -463093.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -463112.656250 Penalty: 4222.838379
	Iteration 29Q: 3 clusters Score -463112.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -463140.531250 Penalty: 4222.838379
	Iteration 30Q: 3 clusters Score -463140.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -463159.437500 Penalty: 4222.838379
	Iteration 31Q: 3 clusters Score -463159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -463170.250000 Penalty: 4222.838379
	Iteration 32Q: 3 clusters Score -463170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -463176.718750 Penalty: 4222.838379
	Iteration 33Q: 3 clusters Score -463176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -463181.343750 Penalty: 4222.838379
	Iteration 34Q: 3 clusters Score -463181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -463186.625000 Penalty: 4222.838379
	Iteration 35Q: 3 clusters Score -463186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -463194.343750 Penalty: 4222.838379
	Iteration 36Q: 3 clusters Score -463194.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -463201.718750 Penalty: 4222.838379
	Iteration 37Q: 3 clusters Score -463201.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -463208.875000 Penalty: 4222.838379
	Iteration 38Q: 3 clusters Score -463208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -463214.187500 Penalty: 4222.838379
	Iteration 39Q: 3 clusters Score -463214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -463219.250000 Penalty: 4222.838379
	Iteration 40F: 3 clusters Score -463219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -463221.031250 Penalty: 4222.838379
	Iteration 41Q: 3 clusters Score -463221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -463223.968750 Penalty: 4222.838379
	Iteration 42Q: 3 clusters Score -463224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -463227.437500 Penalty: 4222.838379
	Iteration 43Q: 3 clusters Score -463227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -463229.781250 Penalty: 4222.838379
	Iteration 44Q: 3 clusters Score -463229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -463231.843750 Penalty: 4222.838379
	Iteration 45Q: 3 clusters Score -463231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -463232.281250 Penalty: 4222.838379
	Iteration 46Q: 3 clusters Score -463232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -463235.562500 Penalty: 4222.838379
	Iteration 47Q: 3 clusters Score -463235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -463236.000000 Penalty: 4222.838379
	Iteration 48Q: 3 clusters Score -463236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -463236.718750 Penalty: 4222.838379
	Iteration 49Q: 3 clusters Score -463236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -463237.000000 Penalty: 4222.838379
	Iteration 50Q: 3 clusters Score -463237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -463237.656250 Penalty: 4222.838379
	Iteration 51Q: 3 clusters Score -463237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -463238.281250 Penalty: 4222.838379
	Iteration 52Q: 3 clusters Score -463238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -463238.375000 Penalty: 4222.838379
	Iteration 53Q: 3 clusters Score -463238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -463241.156250 Penalty: 4222.838379
	Iteration 54Q: 3 clusters Score -463241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -463241.125000 Penalty: 4222.838379
	Iteration 55Q: 3 clusters Score -463241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -463241.625000 Penalty: 4222.838379
	Iteration 56Q: 3 clusters Score -463241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -463241.843750 Penalty: 4222.838379
	Iteration 57Q: 3 clusters Score -463241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -463244.437500 Penalty: 4222.838379
	Iteration 58Q: 3 clusters Score -463244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -463245.687500 Penalty: 4222.838379
	Iteration 59Q: 3 clusters Score -463245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -463246.062500 Penalty: 4222.838379
	Iteration 60F: 3 clusters Score -463246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -463246.812500 Penalty: 4222.838379
	Iteration 61Q: 3 clusters Score -463246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -463246.812500 Penalty: 4222.838379
	Iteration 62F: 3 clusters Score -463246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Entering Unmasked Estep 
Score: -9919937.000000 Penalty: 2860.067871
	Iteration 0F: 2 clusters Score -9919937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -9851540.000000 Penalty: 5720.135742
	Iteration 0F: 3 clusters Score -9851540 nChanged 48358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -9879698.000000 Penalty: 5720.135742
	Iteration 1F: 3 clusters Score -9879698 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -9881161.000000 Penalty: 5720.135742
	Iteration 2Q: 3 clusters Score -9881161 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -9883334.000000 Penalty: 5720.135742
	Iteration 3Q: 3 clusters Score -9883334 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -9886307.000000 Penalty: 5720.135742
	Iteration 4F: 3 clusters Score -9886307 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -9890213.000000 Penalty: 5720.135742
	Iteration 5F: 3 clusters Score -9890213 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9894062.000000 Penalty: 5720.135742
	Iteration 6F: 3 clusters Score -9894062 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -9897264.000000 Penalty: 5720.135742
	Iteration 7F: 3 clusters Score -9897264 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -9899513.000000 Penalty: 5720.135742
	Iteration 8Q: 3 clusters Score -9899513 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -9901222.000000 Penalty: 5720.135742
	Iteration 9Q: 3 clusters Score -9901222 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -9902569.000000 Penalty: 5720.135742
	Iteration 10Q: 3 clusters Score -9902569 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -9903916.000000 Penalty: 5720.135742
	Iteration 11Q: 3 clusters Score -9903916 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -9905241.000000 Penalty: 5720.135742
	Iteration 12Q: 3 clusters Score -9905241 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -9906644.000000 Penalty: 5720.135742
	Iteration 13Q: 3 clusters Score -9906644 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9908283.000000 Penalty: 5720.135742
	Iteration 14Q: 3 clusters Score -9908283 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -9909905.000000 Penalty: 5720.135742
	Iteration 15Q: 3 clusters Score -9909905 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -9911583.000000 Penalty: 5720.135742
	Iteration 16Q: 3 clusters Score -9911583 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -9913354.000000 Penalty: 5720.135742
	Iteration 17Q: 3 clusters Score -9913354 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -9914977.000000 Penalty: 5720.135742
	Iteration 18Q: 3 clusters Score -9914977 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -9916397.000000 Penalty: 5720.135742
	Iteration 19Q: 3 clusters Score -9916397 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -9917504.000000 Penalty: 5720.135742
	Iteration 20F: 3 clusters Score -9917504 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -9918342.000000 Penalty: 5720.135742
	Iteration 21Q: 3 clusters Score -9918342 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -9918994.000000 Penalty: 5720.135742
	Iteration 22Q: 3 clusters Score -9918994 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -9919364.000000 Penalty: 5720.135742
	Iteration 23Q: 3 clusters Score -9919364 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -9919598.000000 Penalty: 5720.135742
	Iteration 24Q: 3 clusters Score -9919598 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -9919807.000000 Penalty: 5720.135742
	Iteration 25Q: 3 clusters Score -9919807 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 96721 members 
Entering Unmasked Estep 
Score: -9919915.000000 Penalty: 5720.135742
	Iteration 26Q: 3 clusters Score -9919915 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -9919994.000000 Penalty: 5720.135742
	Iteration 27Q: 3 clusters Score -9919994 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -9920035.000000 Penalty: 5720.135742
	Iteration 28Q: 3 clusters Score -9920035 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -9920090.000000 Penalty: 5720.135742
	Iteration 29Q: 3 clusters Score -9920090 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -9920081.000000 Penalty: 5720.135742
	Iteration 30Q: 3 clusters Score -9920081 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -9920098.000000 Penalty: 5720.135742
	Iteration 31Q: 3 clusters Score -9920098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -9920109.000000 Penalty: 5720.135742
	Iteration 32Q: 3 clusters Score -9920109 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -9920132.000000 Penalty: 5720.135742
	Iteration 33Q: 3 clusters Score -9920132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -9920151.000000 Penalty: 5720.135742
	Iteration 34Q: 3 clusters Score -9920151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -9920160.000000 Penalty: 5720.135742
	Iteration 35Q: 3 clusters Score -9920160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -9920152.000000 Penalty: 5720.135742
	Iteration 36Q: 3 clusters Score -9920152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -9920171.000000 Penalty: 5720.135742
	Iteration 37Q: 3 clusters Score -9920171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -9920186.000000 Penalty: 5720.135742
	Iteration 38Q: 3 clusters Score -9920186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -9920201.000000 Penalty: 5720.135742
	Iteration 39Q: 3 clusters Score -9920201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -9920189.000000 Penalty: 5720.135742
	Iteration 40F: 3 clusters Score -9920189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -9920195.000000 Penalty: 5720.135742
	Iteration 41Q: 3 clusters Score -9920195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -9920203.000000 Penalty: 5720.135742
	Iteration 42Q: 3 clusters Score -9920203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -9920202.000000 Penalty: 5720.135742
	Iteration 43Q: 3 clusters Score -9920202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -9920198.000000 Penalty: 5720.135742
	Iteration 44Q: 3 clusters Score -9920198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -9920214.000000 Penalty: 5720.135742
	Iteration 45Q: 3 clusters Score -9920214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -9920216.000000 Penalty: 5720.135742
	Iteration 46Q: 3 clusters Score -9920216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -9920216.000000 Penalty: 5720.135742
	Iteration 47Q: 3 clusters Score -9920216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -9920212.000000 Penalty: 5720.135742
	Iteration 48Q: 3 clusters Score -9920212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -9920203.000000 Penalty: 5720.135742
	Iteration 49Q: 3 clusters Score -9920203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -9920209.000000 Penalty: 5720.135742
	Iteration 50Q: 3 clusters Score -9920209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -9920206.000000 Penalty: 5720.135742
	Iteration 51Q: 3 clusters Score -9920206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -9920218.000000 Penalty: 5720.135742
	Iteration 52Q: 3 clusters Score -9920218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -9920211.000000 Penalty: 5720.135742
	Iteration 53Q: 3 clusters Score -9920211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -9920214.000000 Penalty: 5720.135742
	Iteration 54Q: 3 clusters Score -9920214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -9920207.000000 Penalty: 5720.135742
	Iteration 55Q: 3 clusters Score -9920207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -9920214.000000 Penalty: 5720.135742
	Iteration 56Q: 3 clusters Score -9920214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -9920208.000000 Penalty: 5720.135742
	Iteration 57Q: 3 clusters Score -9920208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -9920212.000000 Penalty: 5720.135742
	Iteration 58Q: 3 clusters Score -9920212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -9920211.000000 Penalty: 5720.135742
	Iteration 59Q: 3 clusters Score -9920211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -9920205.000000 Penalty: 5720.135742
	Iteration 60F: 3 clusters Score -9920205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -9920203.000000 Penalty: 5720.135742
	Iteration 61Q: 3 clusters Score -9920203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -9920211.000000 Penalty: 5720.135742
	Iteration 62Q: 3 clusters Score -9920211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -9920208.000000 Penalty: 5720.135742
	Iteration 63Q: 3 clusters Score -9920208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -9920210.000000 Penalty: 5720.135742
	Iteration 64Q: 3 clusters Score -9920210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -9920204.000000 Penalty: 5720.135742
	Iteration 65Q: 3 clusters Score -9920204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -9920201.000000 Penalty: 5720.135742
	Iteration 66Q: 3 clusters Score -9920201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -9920207.000000 Penalty: 5720.135742
	Iteration 67Q: 3 clusters Score -9920207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -9920207.000000 Penalty: 5720.135742
	Iteration 68F: 3 clusters Score -9920207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 13589 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 62617 members 
Mstep: Class 16 contains 54985 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43659 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5925 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5891 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2649 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14103 members 
Mstep: Class 40 contains 28688 members 
Mstep: Class 41 contains 3015 members 
Mstep: Class 42 contains 11109 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 8645 members 
Mstep: Class 45 contains 5815 members 
Mstep: Class 46 contains 3608 members 
Mstep: Class 47 contains 1816 members 
Mstep: Class 48 contains 6230 members 
Mstep: Class 49 contains 98284 members 
Entering Unmasked Estep 
Score: -58914468.000000 Penalty: 162199.796875
Splitting cluster 24 changes total score from -58914476.000000 to -58914468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -428630.406250 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -428630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -424362.656250 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -424362.7 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -425561.000000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -425561 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -426030.187500 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -426030.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -426338.406250 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -426338.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -426583.312500 Penalty: 4185.107910
	Iteration 4F: 3 clusters Score -426583.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -426753.687500 Penalty: 4185.107910
	Iteration 5F: 3 clusters Score -426753.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -426900.656250 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -426900.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -427026.718750 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -427026.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -427146.625000 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -427146.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -427237.031250 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -427237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -427314.656250 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -427314.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -427362.031250 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -427362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -427418.906250 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -427418.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -427481.218750 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -427481.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -427536.500000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -427536.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -427578.312500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -427578.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -427616.093750 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -427616.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -427631.687500 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -427631.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -427648.718750 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -427648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -427659.093750 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -427659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -427665.218750 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -427665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -427669.562500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -427669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -427671.312500 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -427671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -427672.593750 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -427672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -427672.375000 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -427672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -427672.375000 Penalty: 4185.107910
	Iteration 25F: 3 clusters Score -427672.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -386689.937500 Penalty: 2066.770264
	Iteration 0F: 2 clusters Score -386689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -382763.781250 Penalty: 4133.540527
	Iteration 0F: 3 clusters Score -382763.8 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -383782.406250 Penalty: 4133.540527
	Iteration 1F: 3 clusters Score -383782.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -384110.812500 Penalty: 4133.540527
	Iteration 2F: 3 clusters Score -384110.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -384489.812500 Penalty: 4133.540527
	Iteration 3F: 3 clusters Score -384489.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -384815.531250 Penalty: 4133.540527
	Iteration 4F: 3 clusters Score -384815.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -385050.062500 Penalty: 4133.540527
	Iteration 5F: 3 clusters Score -385050.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -385200.593750 Penalty: 4133.540527
	Iteration 6Q: 3 clusters Score -385200.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -385286.218750 Penalty: 4133.540527
	Iteration 7Q: 3 clusters Score -385286.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -385333.375000 Penalty: 4133.540527
	Iteration 8Q: 3 clusters Score -385333.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -385362.187500 Penalty: 4133.540527
	Iteration 9Q: 3 clusters Score -385362.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -385379.562500 Penalty: 4133.540527
	Iteration 10Q: 3 clusters Score -385379.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -385395.187500 Penalty: 4133.540527
	Iteration 11Q: 3 clusters Score -385395.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -385404.750000 Penalty: 4133.540527
	Iteration 12Q: 3 clusters Score -385404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -385407.687500 Penalty: 4133.540527
	Iteration 13Q: 3 clusters Score -385407.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -385412.875000 Penalty: 4133.540527
	Iteration 14Q: 3 clusters Score -385412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -385419.125000 Penalty: 4133.540527
	Iteration 15Q: 3 clusters Score -385419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -385424.218750 Penalty: 4133.540527
	Iteration 16Q: 3 clusters Score -385424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -385425.156250 Penalty: 4133.540527
	Iteration 17Q: 3 clusters Score -385425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -385428.187500 Penalty: 4133.540527
	Iteration 18Q: 3 clusters Score -385428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -385428.625000 Penalty: 4133.540527
	Iteration 19Q: 3 clusters Score -385428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -385429.500000 Penalty: 4133.540527
	Iteration 20F: 3 clusters Score -385429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -385429.156250 Penalty: 4133.540527
	Iteration 21Q: 3 clusters Score -385429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -385429.156250 Penalty: 4133.540527
	Iteration 22F: 3 clusters Score -385429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -468660.468750 Penalty: 2090.558594
	Iteration 0F: 2 clusters Score -468660.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -464388.093750 Penalty: 4181.117188
	Iteration 0F: 3 clusters Score -464388.1 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -465353.125000 Penalty: 4181.117188
	Iteration 1F: 3 clusters Score -465353.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -465554.937500 Penalty: 4181.117188
	Iteration 2F: 3 clusters Score -465554.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -465700.937500 Penalty: 4181.117188
	Iteration 3F: 3 clusters Score -465700.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -465808.812500 Penalty: 4181.117188
	Iteration 4Q: 3 clusters Score -465808.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -465877.718750 Penalty: 4181.117188
	Iteration 5Q: 3 clusters Score -465877.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -465948.156250 Penalty: 4181.117188
	Iteration 6Q: 3 clusters Score -465948.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -466015.156250 Penalty: 4181.117188
	Iteration 7Q: 3 clusters Score -466015.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -466080.281250 Penalty: 4181.117188
	Iteration 8Q: 3 clusters Score -466080.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -466132.156250 Penalty: 4181.117188
	Iteration 9Q: 3 clusters Score -466132.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -466176.406250 Penalty: 4181.117188
	Iteration 10Q: 3 clusters Score -466176.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -466218.156250 Penalty: 4181.117188
	Iteration 11Q: 3 clusters Score -466218.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -466252.687500 Penalty: 4181.117188
	Iteration 12Q: 3 clusters Score -466252.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -466280.687500 Penalty: 4181.117188
	Iteration 13Q: 3 clusters Score -466280.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -466300.843750 Penalty: 4181.117188
	Iteration 14Q: 3 clusters Score -466300.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -466321.937500 Penalty: 4181.117188
	Iteration 15Q: 3 clusters Score -466321.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -466341.468750 Penalty: 4181.117188
	Iteration 16Q: 3 clusters Score -466341.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -466362.312500 Penalty: 4181.117188
	Iteration 17Q: 3 clusters Score -466362.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -466375.406250 Penalty: 4181.117188
	Iteration 18Q: 3 clusters Score -466375.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -466391.218750 Penalty: 4181.117188
	Iteration 19Q: 3 clusters Score -466391.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -466405.875000 Penalty: 4181.117188
	Iteration 20F: 3 clusters Score -466405.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -466421.906250 Penalty: 4181.117188
	Iteration 21Q: 3 clusters Score -466421.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -466431.937500 Penalty: 4181.117188
	Iteration 22Q: 3 clusters Score -466431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -466440.781250 Penalty: 4181.117188
	Iteration 23Q: 3 clusters Score -466440.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -466449.031250 Penalty: 4181.117188
	Iteration 24Q: 3 clusters Score -466449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -466457.343750 Penalty: 4181.117188
	Iteration 25Q: 3 clusters Score -466457.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -466463.687500 Penalty: 4181.117188
	Iteration 26Q: 3 clusters Score -466463.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -466467.968750 Penalty: 4181.117188
	Iteration 27Q: 3 clusters Score -466468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -466471.312500 Penalty: 4181.117188
	Iteration 28Q: 3 clusters Score -466471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -466471.968750 Penalty: 4181.117188
	Iteration 29Q: 3 clusters Score -466472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -466473.750000 Penalty: 4181.117188
	Iteration 30Q: 3 clusters Score -466473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -466475.343750 Penalty: 4181.117188
	Iteration 31Q: 3 clusters Score -466475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -466477.093750 Penalty: 4181.117188
	Iteration 32Q: 3 clusters Score -466477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -466479.656250 Penalty: 4181.117188
	Iteration 33Q: 3 clusters Score -466479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -466483.843750 Penalty: 4181.117188
	Iteration 34Q: 3 clusters Score -466483.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -466487.437500 Penalty: 4181.117188
	Iteration 35Q: 3 clusters Score -466487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -466489.093750 Penalty: 4181.117188
	Iteration 36Q: 3 clusters Score -466489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -466489.781250 Penalty: 4181.117188
	Iteration 37Q: 3 clusters Score -466489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -466489.281250 Penalty: 4181.117188
	Iteration 38Q: 3 clusters Score -466489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -466490.468750 Penalty: 4181.117188
	Iteration 39Q: 3 clusters Score -466490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -466491.375000 Penalty: 4181.117188
	Iteration 40F: 3 clusters Score -466491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Entering Unmasked Estep 
Score: -639888.125000 Penalty: 2179.948975
	Iteration 0F: 2 clusters Score -639888.1 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 3260 members 
Entering Unmasked Estep 
Score: -634363.625000 Penalty: 4359.897949
	Iteration 0F: 3 clusters Score -634363.6 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -635711.562500 Penalty: 4359.897949
	Iteration 1F: 3 clusters Score -635711.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -635947.000000 Penalty: 4359.897949
	Iteration 2F: 3 clusters Score -635947 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -636119.750000 Penalty: 4359.897949
	Iteration 3F: 3 clusters Score -636119.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -636243.625000 Penalty: 4359.897949
	Iteration 4Q: 3 clusters Score -636243.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -636356.875000 Penalty: 4359.897949
	Iteration 5Q: 3 clusters Score -636356.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -636435.437500 Penalty: 4359.897949
	Iteration 6Q: 3 clusters Score -636435.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -636518.875000 Penalty: 4359.897949
	Iteration 7Q: 3 clusters Score -636518.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -636599.687500 Penalty: 4359.897949
	Iteration 8Q: 3 clusters Score -636599.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -636658.687500 Penalty: 4359.897949
	Iteration 9Q: 3 clusters Score -636658.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -636711.687500 Penalty: 4359.897949
	Iteration 10Q: 3 clusters Score -636711.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -636758.625000 Penalty: 4359.897949
	Iteration 11Q: 3 clusters Score -636758.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -636795.937500 Penalty: 4359.897949
	Iteration 12Q: 3 clusters Score -636795.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -636839.000000 Penalty: 4359.897949
	Iteration 13Q: 3 clusters Score -636839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -636891.062500 Penalty: 4359.897949
	Iteration 14Q: 3 clusters Score -636891.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -636948.250000 Penalty: 4359.897949
	Iteration 15Q: 3 clusters Score -636948.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -637004.250000 Penalty: 4359.897949
	Iteration 16Q: 3 clusters Score -637004.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -637070.312500 Penalty: 4359.897949
	Iteration 17Q: 3 clusters Score -637070.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -637153.187500 Penalty: 4359.897949
	Iteration 18Q: 3 clusters Score -637153.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -637242.937500 Penalty: 4359.897949
	Iteration 19Q: 3 clusters Score -637242.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -637319.062500 Penalty: 4359.897949
	Iteration 20F: 3 clusters Score -637319.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -637386.125000 Penalty: 4359.897949
	Iteration 21Q: 3 clusters Score -637386.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -637449.250000 Penalty: 4359.897949
	Iteration 22Q: 3 clusters Score -637449.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -637522.062500 Penalty: 4359.897949
	Iteration 23Q: 3 clusters Score -637522.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -637595.000000 Penalty: 4359.897949
	Iteration 24Q: 3 clusters Score -637595 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -637658.875000 Penalty: 4359.897949
	Iteration 25Q: 3 clusters Score -637658.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -637707.750000 Penalty: 4359.897949
	Iteration 26Q: 3 clusters Score -637707.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -637740.562500 Penalty: 4359.897949
	Iteration 27Q: 3 clusters Score -637740.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -637776.937500 Penalty: 4359.897949
	Iteration 28Q: 3 clusters Score -637776.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -637818.250000 Penalty: 4359.897949
	Iteration 29Q: 3 clusters Score -637818.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -637852.312500 Penalty: 4359.897949
	Iteration 30Q: 3 clusters Score -637852.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -637883.125000 Penalty: 4359.897949
	Iteration 31Q: 3 clusters Score -637883.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -637914.312500 Penalty: 4359.897949
	Iteration 32Q: 3 clusters Score -637914.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -637950.312500 Penalty: 4359.897949
	Iteration 33Q: 3 clusters Score -637950.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -637982.750000 Penalty: 4359.897949
	Iteration 34Q: 3 clusters Score -637982.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -638005.500000 Penalty: 4359.897949
	Iteration 35Q: 3 clusters Score -638005.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -638022.937500 Penalty: 4359.897949
	Iteration 36Q: 3 clusters Score -638022.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -638033.312500 Penalty: 4359.897949
	Iteration 37Q: 3 clusters Score -638033.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -638042.000000 Penalty: 4359.897949
	Iteration 38Q: 3 clusters Score -638042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -638051.187500 Penalty: 4359.897949
	Iteration 39Q: 3 clusters Score -638051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -638062.250000 Penalty: 4359.897949
	Iteration 40F: 3 clusters Score -638062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -638068.812500 Penalty: 4359.897949
	Iteration 41Q: 3 clusters Score -638068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -638072.812500 Penalty: 4359.897949
	Iteration 42Q: 3 clusters Score -638072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -638074.687500 Penalty: 4359.897949
	Iteration 43Q: 3 clusters Score -638074.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -638078.375000 Penalty: 4359.897949
	Iteration 44Q: 3 clusters Score -638078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -638080.625000 Penalty: 4359.897949
	Iteration 45Q: 3 clusters Score -638080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -638083.187500 Penalty: 4359.897949
	Iteration 46Q: 3 clusters Score -638083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -638084.062500 Penalty: 4359.897949
	Iteration 47Q: 3 clusters Score -638084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -638084.062500 Penalty: 4359.897949
	Iteration 48F: 3 clusters Score -638084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -321357.500000 Penalty: 2019.664429
	Iteration 0F: 2 clusters Score -321357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -317793.906250 Penalty: 4039.328857
	Iteration 0F: 3 clusters Score -317793.9 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -318504.500000 Penalty: 4039.328857
	Iteration 1F: 3 clusters Score -318504.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -318702.625000 Penalty: 4039.328857
	Iteration 2F: 3 clusters Score -318702.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -318809.312500 Penalty: 4039.328857
	Iteration 3Q: 3 clusters Score -318809.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -318904.781250 Penalty: 4039.328857
	Iteration 4Q: 3 clusters Score -318904.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -319006.906250 Penalty: 4039.328857
	Iteration 5Q: 3 clusters Score -319006.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -319100.906250 Penalty: 4039.328857
	Iteration 6Q: 3 clusters Score -319100.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -319212.312500 Penalty: 4039.328857
	Iteration 7Q: 3 clusters Score -319212.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -319332.812500 Penalty: 4039.328857
	Iteration 8Q: 3 clusters Score -319332.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -319436.312500 Penalty: 4039.328857
	Iteration 9Q: 3 clusters Score -319436.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -319521.593750 Penalty: 4039.328857
	Iteration 10Q: 3 clusters Score -319521.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -319603.593750 Penalty: 4039.328857
	Iteration 11Q: 3 clusters Score -319603.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -319678.281250 Penalty: 4039.328857
	Iteration 12Q: 3 clusters Score -319678.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -319730.875000 Penalty: 4039.328857
	Iteration 13Q: 3 clusters Score -319730.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -319763.156250 Penalty: 4039.328857
	Iteration 14Q: 3 clusters Score -319763.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -319796.687500 Penalty: 4039.328857
	Iteration 15Q: 3 clusters Score -319796.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -319821.781250 Penalty: 4039.328857
	Iteration 16Q: 3 clusters Score -319821.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -319841.937500 Penalty: 4039.328857
	Iteration 17Q: 3 clusters Score -319841.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -319857.906250 Penalty: 4039.328857
	Iteration 18Q: 3 clusters Score -319857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -319870.531250 Penalty: 4039.328857
	Iteration 19Q: 3 clusters Score -319870.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -319883.531250 Penalty: 4039.328857
	Iteration 20F: 3 clusters Score -319883.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -319891.531250 Penalty: 4039.328857
	Iteration 21Q: 3 clusters Score -319891.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -319900.437500 Penalty: 4039.328857
	Iteration 22Q: 3 clusters Score -319900.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -319907.437500 Penalty: 4039.328857
	Iteration 23Q: 3 clusters Score -319907.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -319915.250000 Penalty: 4039.328857
	Iteration 24Q: 3 clusters Score -319915.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -319924.750000 Penalty: 4039.328857
	Iteration 25Q: 3 clusters Score -319924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319930.593750 Penalty: 4039.328857
	Iteration 26Q: 3 clusters Score -319930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -319936.781250 Penalty: 4039.328857
	Iteration 27Q: 3 clusters Score -319936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -319943.187500 Penalty: 4039.328857
	Iteration 28Q: 3 clusters Score -319943.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -319948.531250 Penalty: 4039.328857
	Iteration 29Q: 3 clusters Score -319948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -319952.687500 Penalty: 4039.328857
	Iteration 30Q: 3 clusters Score -319952.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -319957.531250 Penalty: 4039.328857
	Iteration 31Q: 3 clusters Score -319957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -319963.343750 Penalty: 4039.328857
	Iteration 32Q: 3 clusters Score -319963.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -319967.468750 Penalty: 4039.328857
	Iteration 33Q: 3 clusters Score -319967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -319971.968750 Penalty: 4039.328857
	Iteration 34Q: 3 clusters Score -319972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -319982.250000 Penalty: 4039.328857
	Iteration 35Q: 3 clusters Score -319982.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -319993.312500 Penalty: 4039.328857
	Iteration 36Q: 3 clusters Score -319993.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -320002.312500 Penalty: 4039.328857
	Iteration 37Q: 3 clusters Score -320002.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320010.125000 Penalty: 4039.328857
	Iteration 38Q: 3 clusters Score -320010.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -320017.187500 Penalty: 4039.328857
	Iteration 39Q: 3 clusters Score -320017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -320025.875000 Penalty: 4039.328857
	Iteration 40F: 3 clusters Score -320025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -320029.968750 Penalty: 4039.328857
	Iteration 41Q: 3 clusters Score -320030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -320034.437500 Penalty: 4039.328857
	Iteration 42Q: 3 clusters Score -320034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -320038.500000 Penalty: 4039.328857
	Iteration 43Q: 3 clusters Score -320038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -320041.375000 Penalty: 4039.328857
	Iteration 44Q: 3 clusters Score -320041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -320043.531250 Penalty: 4039.328857
	Iteration 45Q: 3 clusters Score -320043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -320046.156250 Penalty: 4039.328857
	Iteration 46Q: 3 clusters Score -320046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -320045.843750 Penalty: 4039.328857
	Iteration 47Q: 3 clusters Score -320045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -320046.625000 Penalty: 4039.328857
	Iteration 48Q: 3 clusters Score -320046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -320047.531250 Penalty: 4039.328857
	Iteration 49Q: 3 clusters Score -320047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -320049.343750 Penalty: 4039.328857
	Iteration 50Q: 3 clusters Score -320049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -320050.468750 Penalty: 4039.328857
	Iteration 51Q: 3 clusters Score -320050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -320051.031250 Penalty: 4039.328857
	Iteration 52Q: 3 clusters Score -320051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -320051.031250 Penalty: 4039.328857
	Iteration 53F: 3 clusters Score -320051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -205482.656250 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -205482.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -202532.890625 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -202532.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203300.796875 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -203300.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203591.125000 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -203591.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -203804.968750 Penalty: 3899.607666
	Iteration 3F: 3 clusters Score -203805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -204012.406250 Penalty: 3899.607666
	Iteration 4F: 3 clusters Score -204012.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -204201.187500 Penalty: 3899.607666
	Iteration 5F: 3 clusters Score -204201.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -204324.859375 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -204324.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -204414.296875 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -204414.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -204496.593750 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -204496.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -204588.109375 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -204588.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -204659.953125 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -204660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -204710.812500 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -204710.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -204747.296875 Penalty: 3899.607666
	Iteration 12Q: 3 clusters Score -204747.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -204768.484375 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -204768.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -204787.312500 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -204787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -204807.234375 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -204807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -204830.875000 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -204830.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -204853.250000 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -204853.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -204873.750000 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -204873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -204899.078125 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -204899.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -204932.484375 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -204932.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -204955.953125 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -204956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -204968.718750 Penalty: 3899.607666
	Iteration 22Q: 3 clusters Score -204968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -204977.437500 Penalty: 3899.607666
	Iteration 23Q: 3 clusters Score -204977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -204983.640625 Penalty: 3899.607666
	Iteration 24Q: 3 clusters Score -204983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -204998.812500 Penalty: 3899.607666
	Iteration 25Q: 3 clusters Score -204998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -205013.515625 Penalty: 3899.607666
	Iteration 26Q: 3 clusters Score -205013.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -205034.234375 Penalty: 3899.607666
	Iteration 27Q: 3 clusters Score -205034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -205053.281250 Penalty: 3899.607666
	Iteration 28Q: 3 clusters Score -205053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -205063.656250 Penalty: 3899.607666
	Iteration 29Q: 3 clusters Score -205063.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -205069.250000 Penalty: 3899.607666
	Iteration 30Q: 3 clusters Score -205069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -205073.953125 Penalty: 3899.607666
	Iteration 31Q: 3 clusters Score -205074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -205075.093750 Penalty: 3899.607666
	Iteration 32Q: 3 clusters Score -205075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -205077.203125 Penalty: 3899.607666
	Iteration 33Q: 3 clusters Score -205077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -205078.125000 Penalty: 3899.607666
	Iteration 34Q: 3 clusters Score -205078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -205080.859375 Penalty: 3899.607666
	Iteration 35F: 3 clusters Score -205080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -205084.625000 Penalty: 3899.607666
	Iteration 36Q: 3 clusters Score -205084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -205088.171875 Penalty: 3899.607666
	Iteration 37Q: 3 clusters Score -205088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -205091.546875 Penalty: 3899.607666
	Iteration 38Q: 3 clusters Score -205091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -205092.609375 Penalty: 3899.607666
	Iteration 39Q: 3 clusters Score -205092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -205094.031250 Penalty: 3899.607666
	Iteration 40F: 3 clusters Score -205094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -205097.250000 Penalty: 3899.607666
	Iteration 41Q: 3 clusters Score -205097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -205099.468750 Penalty: 3899.607666
	Iteration 42Q: 3 clusters Score -205099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -205101.671875 Penalty: 3899.607666
	Iteration 43Q: 3 clusters Score -205101.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -205106.312500 Penalty: 3899.607666
	Iteration 44Q: 3 clusters Score -205106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -205109.953125 Penalty: 3899.607666
	Iteration 45Q: 3 clusters Score -205110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -205112.484375 Penalty: 3899.607666
	Iteration 46Q: 3 clusters Score -205112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -205113.218750 Penalty: 3899.607666
	Iteration 47Q: 3 clusters Score -205113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -205113.218750 Penalty: 3899.607666
	Iteration 48F: 3 clusters Score -205113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -591243.375000 Penalty: 2152.932861
	Iteration 0F: 2 clusters Score -591243.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -586163.375000 Penalty: 4305.865723
	Iteration 0F: 3 clusters Score -586163.4 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -587410.562500 Penalty: 4305.865723
	Iteration 1F: 3 clusters Score -587410.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -587652.250000 Penalty: 4305.865723
	Iteration 2F: 3 clusters Score -587652.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -587819.625000 Penalty: 4305.865723
	Iteration 3F: 3 clusters Score -587819.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -587930.562500 Penalty: 4305.865723
	Iteration 4Q: 3 clusters Score -587930.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -587996.375000 Penalty: 4305.865723
	Iteration 5Q: 3 clusters Score -587996.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -588051.562500 Penalty: 4305.865723
	Iteration 6Q: 3 clusters Score -588051.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -588105.312500 Penalty: 4305.865723
	Iteration 7Q: 3 clusters Score -588105.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -588158.687500 Penalty: 4305.865723
	Iteration 8Q: 3 clusters Score -588158.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -588233.000000 Penalty: 4305.865723
	Iteration 9Q: 3 clusters Score -588233 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -588315.625000 Penalty: 4305.865723
	Iteration 10Q: 3 clusters Score -588315.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -588386.500000 Penalty: 4305.865723
	Iteration 11Q: 3 clusters Score -588386.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -588463.000000 Penalty: 4305.865723
	Iteration 12Q: 3 clusters Score -588463 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -588542.562500 Penalty: 4305.865723
	Iteration 13Q: 3 clusters Score -588542.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -588640.500000 Penalty: 4305.865723
	Iteration 14Q: 3 clusters Score -588640.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -588742.812500 Penalty: 4305.865723
	Iteration 15Q: 3 clusters Score -588742.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -588849.125000 Penalty: 4305.865723
	Iteration 16Q: 3 clusters Score -588849.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -588935.687500 Penalty: 4305.865723
	Iteration 17Q: 3 clusters Score -588935.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -589007.000000 Penalty: 4305.865723
	Iteration 18Q: 3 clusters Score -589007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -589055.187500 Penalty: 4305.865723
	Iteration 19Q: 3 clusters Score -589055.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -589095.875000 Penalty: 4305.865723
	Iteration 20F: 3 clusters Score -589095.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -589130.437500 Penalty: 4305.865723
	Iteration 21Q: 3 clusters Score -589130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -589155.250000 Penalty: 4305.865723
	Iteration 22Q: 3 clusters Score -589155.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -589183.500000 Penalty: 4305.865723
	Iteration 23Q: 3 clusters Score -589183.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -589203.187500 Penalty: 4305.865723
	Iteration 24Q: 3 clusters Score -589203.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -589216.437500 Penalty: 4305.865723
	Iteration 25Q: 3 clusters Score -589216.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -589231.687500 Penalty: 4305.865723
	Iteration 26Q: 3 clusters Score -589231.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -589255.187500 Penalty: 4305.865723
	Iteration 27Q: 3 clusters Score -589255.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -589281.687500 Penalty: 4305.865723
	Iteration 28Q: 3 clusters Score -589281.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -589296.750000 Penalty: 4305.865723
	Iteration 29Q: 3 clusters Score -589296.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -589314.312500 Penalty: 4305.865723
	Iteration 30Q: 3 clusters Score -589314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -589326.687500 Penalty: 4305.865723
	Iteration 31Q: 3 clusters Score -589326.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -589337.500000 Penalty: 4305.865723
	Iteration 32Q: 3 clusters Score -589337.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -589348.312500 Penalty: 4305.865723
	Iteration 33Q: 3 clusters Score -589348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -589352.437500 Penalty: 4305.865723
	Iteration 34Q: 3 clusters Score -589352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -589354.625000 Penalty: 4305.865723
	Iteration 35Q: 3 clusters Score -589354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -589355.625000 Penalty: 4305.865723
	Iteration 36Q: 3 clusters Score -589355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -589357.937500 Penalty: 4305.865723
	Iteration 37Q: 3 clusters Score -589357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -589358.562500 Penalty: 4305.865723
	Iteration 38Q: 3 clusters Score -589358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -589360.437500 Penalty: 4305.865723
	Iteration 39Q: 3 clusters Score -589360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -589360.437500 Penalty: 4305.865723
	Iteration 40F: 3 clusters Score -589360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -133185.375000 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -133185.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -130910.140625 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -130910.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -131262.500000 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -131262.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131400.406250 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -131400.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -131457.265625 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -131457.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131500.171875 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -131500.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131526.781250 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -131526.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131544.203125 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -131544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131558.515625 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -131558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131570.765625 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -131570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131574.687500 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -131574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131577.750000 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -131577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131580.906250 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -131580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131582.156250 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -131582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131582.828125 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -131582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131582.953125 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -131583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131582.953125 Penalty: 3616.999268
	Iteration 15F: 3 clusters Score -131583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Entering Unmasked Estep 
Score: -3350578.500000 Penalty: 2583.979004
	Iteration 0F: 2 clusters Score -3350578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3327769.750000 Penalty: 5167.958008
	Iteration 0F: 3 clusters Score -3327770 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3336031.500000 Penalty: 5167.958008
	Iteration 1F: 3 clusters Score -3336032 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3336670.750000 Penalty: 5167.958008
	Iteration 2Q: 3 clusters Score -3336671 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3337458.500000 Penalty: 5167.958008
	Iteration 3Q: 3 clusters Score -3337458 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3338384.000000 Penalty: 5167.958008
	Iteration 4F: 3 clusters Score -3338384 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3339540.000000 Penalty: 5167.958008
	Iteration 5F: 3 clusters Score -3339540 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3340762.000000 Penalty: 5167.958008
	Iteration 6F: 3 clusters Score -3340762 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3341834.000000 Penalty: 5167.958008
	Iteration 7F: 3 clusters Score -3341834 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3342626.750000 Penalty: 5167.958008
	Iteration 8F: 3 clusters Score -3342627 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3343171.250000 Penalty: 5167.958008
	Iteration 9Q: 3 clusters Score -3343171 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3343533.250000 Penalty: 5167.958008
	Iteration 10Q: 3 clusters Score -3343533 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3343774.250000 Penalty: 5167.958008
	Iteration 11Q: 3 clusters Score -3343774 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3343935.500000 Penalty: 5167.958008
	Iteration 12Q: 3 clusters Score -3343936 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3344054.500000 Penalty: 5167.958008
	Iteration 13Q: 3 clusters Score -3344054 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3344193.500000 Penalty: 5167.958008
	Iteration 14Q: 3 clusters Score -3344194 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3344290.500000 Penalty: 5167.958008
	Iteration 15Q: 3 clusters Score -3344290 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3344381.500000 Penalty: 5167.958008
	Iteration 16Q: 3 clusters Score -3344382 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3344480.750000 Penalty: 5167.958008
	Iteration 17Q: 3 clusters Score -3344481 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3344571.500000 Penalty: 5167.958008
	Iteration 18Q: 3 clusters Score -3344572 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3344663.250000 Penalty: 5167.958008
	Iteration 19Q: 3 clusters Score -3344663 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3344801.000000 Penalty: 5167.958008
	Iteration 20F: 3 clusters Score -3344801 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3344904.500000 Penalty: 5167.958008
	Iteration 21Q: 3 clusters Score -3344904 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3345039.500000 Penalty: 5167.958008
	Iteration 22Q: 3 clusters Score -3345040 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3345217.000000 Penalty: 5167.958008
	Iteration 23Q: 3 clusters Score -3345217 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3345390.250000 Penalty: 5167.958008
	Iteration 24Q: 3 clusters Score -3345390 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3345550.500000 Penalty: 5167.958008
	Iteration 25Q: 3 clusters Score -3345550 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3345738.000000 Penalty: 5167.958008
	Iteration 26Q: 3 clusters Score -3345738 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3345949.000000 Penalty: 5167.958008
	Iteration 27Q: 3 clusters Score -3345949 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3346172.250000 Penalty: 5167.958008
	Iteration 28Q: 3 clusters Score -3346172 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3346429.000000 Penalty: 5167.958008
	Iteration 29Q: 3 clusters Score -3346429 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3346672.250000 Penalty: 5167.958008
	Iteration 30Q: 3 clusters Score -3346672 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3346947.750000 Penalty: 5167.958008
	Iteration 31Q: 3 clusters Score -3346948 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3347200.250000 Penalty: 5167.958008
	Iteration 32Q: 3 clusters Score -3347200 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3347438.250000 Penalty: 5167.958008
	Iteration 33Q: 3 clusters Score -3347438 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3347675.750000 Penalty: 5167.958008
	Iteration 34Q: 3 clusters Score -3347676 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3347867.000000 Penalty: 5167.958008
	Iteration 35Q: 3 clusters Score -3347867 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3348029.000000 Penalty: 5167.958008
	Iteration 36Q: 3 clusters Score -3348029 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3348213.500000 Penalty: 5167.958008
	Iteration 37Q: 3 clusters Score -3348214 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -3348374.250000 Penalty: 5167.958008
	Iteration 38Q: 3 clusters Score -3348374 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3348498.250000 Penalty: 5167.958008
	Iteration 39Q: 3 clusters Score -3348498 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3348589.500000 Penalty: 5167.958008
	Iteration 40F: 3 clusters Score -3348590 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3348668.000000 Penalty: 5167.958008
	Iteration 41Q: 3 clusters Score -3348668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3348760.500000 Penalty: 5167.958008
	Iteration 42Q: 3 clusters Score -3348760 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3348820.500000 Penalty: 5167.958008
	Iteration 43Q: 3 clusters Score -3348820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3348865.250000 Penalty: 5167.958008
	Iteration 44Q: 3 clusters Score -3348865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3348889.000000 Penalty: 5167.958008
	Iteration 45Q: 3 clusters Score -3348889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3348916.250000 Penalty: 5167.958008
	Iteration 46Q: 3 clusters Score -3348916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3348934.500000 Penalty: 5167.958008
	Iteration 47Q: 3 clusters Score -3348934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3348942.000000 Penalty: 5167.958008
	Iteration 48Q: 3 clusters Score -3348942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3348963.250000 Penalty: 5167.958008
	Iteration 49Q: 3 clusters Score -3348963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3348981.500000 Penalty: 5167.958008
	Iteration 50Q: 3 clusters Score -3348982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3348993.750000 Penalty: 5167.958008
	Iteration 51Q: 3 clusters Score -3348994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3349003.250000 Penalty: 5167.958008
	Iteration 52Q: 3 clusters Score -3349003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3349008.750000 Penalty: 5167.958008
	Iteration 53Q: 3 clusters Score -3349009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3349017.000000 Penalty: 5167.958008
	Iteration 54Q: 3 clusters Score -3349017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3349030.500000 Penalty: 5167.958008
	Iteration 55Q: 3 clusters Score -3349030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3349035.000000 Penalty: 5167.958008
	Iteration 56Q: 3 clusters Score -3349035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3349030.000000 Penalty: 5167.958008
	Iteration 57Q: 3 clusters Score -3349030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3349037.000000 Penalty: 5167.958008
	Iteration 58Q: 3 clusters Score -3349037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3349043.500000 Penalty: 5167.958008
	Iteration 59Q: 3 clusters Score -3349044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3349045.000000 Penalty: 5167.958008
	Iteration 60F: 3 clusters Score -3349045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3349050.500000 Penalty: 5167.958008
	Iteration 61Q: 3 clusters Score -3349050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3349048.500000 Penalty: 5167.958008
	Iteration 62Q: 3 clusters Score -3349048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -3349053.250000 Penalty: 5167.958008
	Iteration 63Q: 3 clusters Score -3349053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3349055.000000 Penalty: 5167.958008
	Iteration 64Q: 3 clusters Score -3349055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3349054.500000 Penalty: 5167.958008
	Iteration 65Q: 3 clusters Score -3349054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3349053.000000 Penalty: 5167.958008
	Iteration 66Q: 3 clusters Score -3349053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3349055.500000 Penalty: 5167.958008
	Iteration 67Q: 3 clusters Score -3349056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3349059.500000 Penalty: 5167.958008
	Iteration 68Q: 3 clusters Score -3349060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3349058.500000 Penalty: 5167.958008
	Iteration 69Q: 3 clusters Score -3349058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3349058.000000 Penalty: 5167.958008
	Iteration 70Q: 3 clusters Score -3349058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3349057.000000 Penalty: 5167.958008
	Iteration 71Q: 3 clusters Score -3349057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3349054.750000 Penalty: 5167.958008
	Iteration 72Q: 3 clusters Score -3349055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3349062.000000 Penalty: 5167.958008
	Iteration 73Q: 3 clusters Score -3349062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3349058.000000 Penalty: 5167.958008
	Iteration 74Q: 3 clusters Score -3349058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3349062.500000 Penalty: 5167.958008
	Iteration 75Q: 3 clusters Score -3349062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3349060.250000 Penalty: 5167.958008
	Iteration 76Q: 3 clusters Score -3349060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3349063.750000 Penalty: 5167.958008
	Iteration 77Q: 3 clusters Score -3349064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3349061.000000 Penalty: 5167.958008
	Iteration 78Q: 3 clusters Score -3349061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -3349061.250000 Penalty: 5167.958008
	Iteration 79Q: 3 clusters Score -3349061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3349061.500000 Penalty: 5167.958008
	Iteration 80F: 3 clusters Score -3349062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3349064.000000 Penalty: 5167.958008
	Iteration 81Q: 3 clusters Score -3349064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3349064.500000 Penalty: 5167.958008
	Iteration 82Q: 3 clusters Score -3349064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -3349060.250000 Penalty: 5167.958008
	Iteration 83Q: 3 clusters Score -3349060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -3349060.250000 Penalty: 5167.958008
	Iteration 84F: 3 clusters Score -3349060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Entering Unmasked Estep 
Score: -961112.375000 Penalty: 2285.426025
	Iteration 0F: 2 clusters Score -961112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -953400.062500 Penalty: 4570.852051
	Iteration 0F: 3 clusters Score -953400.1 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -955674.687500 Penalty: 4570.852051
	Iteration 1F: 3 clusters Score -955674.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -955983.312500 Penalty: 4570.852051
	Iteration 2F: 3 clusters Score -955983.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -956225.187500 Penalty: 4570.852051
	Iteration 3F: 3 clusters Score -956225.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -956386.687500 Penalty: 4570.852051
	Iteration 4Q: 3 clusters Score -956386.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -956529.937500 Penalty: 4570.852051
	Iteration 5Q: 3 clusters Score -956529.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -956673.062500 Penalty: 4570.852051
	Iteration 6Q: 3 clusters Score -956673.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -956816.687500 Penalty: 4570.852051
	Iteration 7Q: 3 clusters Score -956816.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -956978.062500 Penalty: 4570.852051
	Iteration 8Q: 3 clusters Score -956978.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -957141.937500 Penalty: 4570.852051
	Iteration 9Q: 3 clusters Score -957141.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -957300.312500 Penalty: 4570.852051
	Iteration 10Q: 3 clusters Score -957300.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -957451.812500 Penalty: 4570.852051
	Iteration 11Q: 3 clusters Score -957451.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -957587.625000 Penalty: 4570.852051
	Iteration 12Q: 3 clusters Score -957587.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -957746.125000 Penalty: 4570.852051
	Iteration 13Q: 3 clusters Score -957746.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -957871.187500 Penalty: 4570.852051
	Iteration 14Q: 3 clusters Score -957871.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -957974.437500 Penalty: 4570.852051
	Iteration 15Q: 3 clusters Score -957974.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -958068.062500 Penalty: 4570.852051
	Iteration 16Q: 3 clusters Score -958068.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -958128.125000 Penalty: 4570.852051
	Iteration 17Q: 3 clusters Score -958128.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -958187.000000 Penalty: 4570.852051
	Iteration 18Q: 3 clusters Score -958187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -958239.625000 Penalty: 4570.852051
	Iteration 19Q: 3 clusters Score -958239.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -958283.000000 Penalty: 4570.852051
	Iteration 20F: 3 clusters Score -958283 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -958328.062500 Penalty: 4570.852051
	Iteration 21Q: 3 clusters Score -958328.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -958366.187500 Penalty: 4570.852051
	Iteration 22Q: 3 clusters Score -958366.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -958403.875000 Penalty: 4570.852051
	Iteration 23Q: 3 clusters Score -958403.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -958443.437500 Penalty: 4570.852051
	Iteration 24Q: 3 clusters Score -958443.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -958472.375000 Penalty: 4570.852051
	Iteration 25Q: 3 clusters Score -958472.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -958499.937500 Penalty: 4570.852051
	Iteration 26Q: 3 clusters Score -958499.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -958532.312500 Penalty: 4570.852051
	Iteration 27Q: 3 clusters Score -958532.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -958566.437500 Penalty: 4570.852051
	Iteration 28Q: 3 clusters Score -958566.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -958606.750000 Penalty: 4570.852051
	Iteration 29Q: 3 clusters Score -958606.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -958652.562500 Penalty: 4570.852051
	Iteration 30Q: 3 clusters Score -958652.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -958721.625000 Penalty: 4570.852051
	Iteration 31Q: 3 clusters Score -958721.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -958810.062500 Penalty: 4570.852051
	Iteration 32Q: 3 clusters Score -958810.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -958923.000000 Penalty: 4570.852051
	Iteration 33Q: 3 clusters Score -958923 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -959081.875000 Penalty: 4570.852051
	Iteration 34Q: 3 clusters Score -959081.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -959240.562500 Penalty: 4570.852051
	Iteration 35Q: 3 clusters Score -959240.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -959355.687500 Penalty: 4570.852051
	Iteration 36Q: 3 clusters Score -959355.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -959442.375000 Penalty: 4570.852051
	Iteration 37Q: 3 clusters Score -959442.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -959498.375000 Penalty: 4570.852051
	Iteration 38Q: 3 clusters Score -959498.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -959539.750000 Penalty: 4570.852051
	Iteration 39Q: 3 clusters Score -959539.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -959570.625000 Penalty: 4570.852051
	Iteration 40F: 3 clusters Score -959570.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -959600.500000 Penalty: 4570.852051
	Iteration 41Q: 3 clusters Score -959600.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -959626.250000 Penalty: 4570.852051
	Iteration 42Q: 3 clusters Score -959626.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -959644.812500 Penalty: 4570.852051
	Iteration 43Q: 3 clusters Score -959644.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -959666.187500 Penalty: 4570.852051
	Iteration 44Q: 3 clusters Score -959666.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -959686.125000 Penalty: 4570.852051
	Iteration 45Q: 3 clusters Score -959686.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -959698.437500 Penalty: 4570.852051
	Iteration 46Q: 3 clusters Score -959698.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -959711.562500 Penalty: 4570.852051
	Iteration 47Q: 3 clusters Score -959711.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -959724.375000 Penalty: 4570.852051
	Iteration 48Q: 3 clusters Score -959724.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -959729.750000 Penalty: 4570.852051
	Iteration 49Q: 3 clusters Score -959729.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -959740.000000 Penalty: 4570.852051
	Iteration 50Q: 3 clusters Score -959740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -959744.250000 Penalty: 4570.852051
	Iteration 51Q: 3 clusters Score -959744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -959750.937500 Penalty: 4570.852051
	Iteration 52Q: 3 clusters Score -959750.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -959752.187500 Penalty: 4570.852051
	Iteration 53Q: 3 clusters Score -959752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -959752.625000 Penalty: 4570.852051
	Iteration 54Q: 3 clusters Score -959752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -959758.750000 Penalty: 4570.852051
	Iteration 55Q: 3 clusters Score -959758.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -959763.437500 Penalty: 4570.852051
	Iteration 56Q: 3 clusters Score -959763.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -959768.312500 Penalty: 4570.852051
	Iteration 57Q: 3 clusters Score -959768.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -959767.750000 Penalty: 4570.852051
	Iteration 58Q: 3 clusters Score -959767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -959768.875000 Penalty: 4570.852051
	Iteration 59Q: 3 clusters Score -959768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -959767.562500 Penalty: 4570.852051
	Iteration 60F: 3 clusters Score -959767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -959772.187500 Penalty: 4570.852051
	Iteration 61Q: 3 clusters Score -959772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -959776.187500 Penalty: 4570.852051
	Iteration 62Q: 3 clusters Score -959776.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -959777.625000 Penalty: 4570.852051
	Iteration 63Q: 3 clusters Score -959777.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -959778.500000 Penalty: 4570.852051
	Iteration 64Q: 3 clusters Score -959778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -959782.750000 Penalty: 4570.852051
	Iteration 65Q: 3 clusters Score -959782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -959783.750000 Penalty: 4570.852051
	Iteration 66Q: 3 clusters Score -959783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -959786.125000 Penalty: 4570.852051
	Iteration 67Q: 3 clusters Score -959786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -959786.875000 Penalty: 4570.852051
	Iteration 68Q: 3 clusters Score -959786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -959788.125000 Penalty: 4570.852051
	Iteration 69Q: 3 clusters Score -959788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -959786.500000 Penalty: 4570.852051
	Iteration 70Q: 3 clusters Score -959786.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -959786.500000 Penalty: 4570.852051
	Iteration 71F: 3 clusters Score -959786.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -238988.906250 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -238988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -235943.984375 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -235944 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -236507.187500 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -236507.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -236645.515625 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -236645.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -236717.812500 Penalty: 3909.440918
	Iteration 3Q: 3 clusters Score -236717.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -236771.562500 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -236771.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -236810.125000 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -236810.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -236840.171875 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -236840.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -236863.703125 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -236863.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -236885.406250 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -236885.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -236903.234375 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -236903.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -236924.031250 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -236924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -236945.531250 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -236945.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -236967.890625 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -236967.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -237003.062500 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -237003.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -237035.890625 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -237035.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -237070.078125 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -237070.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -237101.687500 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -237101.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -237136.734375 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -237136.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -237181.265625 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -237181.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -237231.500000 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -237231.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -237288.953125 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -237289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -237345.984375 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -237346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -237397.031250 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -237397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -237447.500000 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -237447.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -237490.265625 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -237490.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -237520.593750 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -237520.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -237553.531250 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -237553.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -237574.937500 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -237574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -237596.734375 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -237596.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -237615.000000 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -237615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -237626.734375 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -237626.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -237634.093750 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -237634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -237646.250000 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -237646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -237658.375000 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -237658.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -237678.234375 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -237678.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -237691.875000 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -237691.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -237710.218750 Penalty: 3909.440918
	Iteration 36Q: 3 clusters Score -237710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237725.156250 Penalty: 3909.440918
	Iteration 37Q: 3 clusters Score -237725.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -237742.750000 Penalty: 3909.440918
	Iteration 38Q: 3 clusters Score -237742.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -237762.031250 Penalty: 3909.440918
	Iteration 39Q: 3 clusters Score -237762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237778.984375 Penalty: 3909.440918
	Iteration 40F: 3 clusters Score -237779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -237791.578125 Penalty: 3909.440918
	Iteration 41Q: 3 clusters Score -237791.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237818.750000 Penalty: 3909.440918
	Iteration 42Q: 3 clusters Score -237818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237840.734375 Penalty: 3909.440918
	Iteration 43Q: 3 clusters Score -237840.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237851.921875 Penalty: 3909.440918
	Iteration 44Q: 3 clusters Score -237851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -237861.046875 Penalty: 3909.440918
	Iteration 45Q: 3 clusters Score -237861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -237870.218750 Penalty: 3909.440918
	Iteration 46Q: 3 clusters Score -237870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -237878.953125 Penalty: 3909.440918
	Iteration 47Q: 3 clusters Score -237879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -237884.734375 Penalty: 3909.440918
	Iteration 48Q: 3 clusters Score -237884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -237888.625000 Penalty: 3909.440918
	Iteration 49Q: 3 clusters Score -237888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237891.046875 Penalty: 3909.440918
	Iteration 50Q: 3 clusters Score -237891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237893.640625 Penalty: 3909.440918
	Iteration 51Q: 3 clusters Score -237893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237895.203125 Penalty: 3909.440918
	Iteration 52Q: 3 clusters Score -237895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237895.593750 Penalty: 3909.440918
	Iteration 53Q: 3 clusters Score -237895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237896.468750 Penalty: 3909.440918
	Iteration 54Q: 3 clusters Score -237896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237897.421875 Penalty: 3909.440918
	Iteration 55Q: 3 clusters Score -237897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237897.421875 Penalty: 3909.440918
	Iteration 56F: 3 clusters Score -237897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -71879.195312 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -71879.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70085.281250 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -70085.28 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70357.312500 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -70357.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70475.304688 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -70475.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -70534.851562 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -70534.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70573.781250 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -70573.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70609.101562 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -70609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70622.953125 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -70622.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70631.437500 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -70631.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70634.429688 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -70634.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -70637.898438 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -70637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -70648.976562 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -70648.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -70658.437500 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -70658.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -70670.578125 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -70670.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -70675.460938 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -70675.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -70676.257812 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -70676.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70676.695312 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -70676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70679.062500 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -70679.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70683.453125 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -70683.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70692.750000 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -70692.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70696.632812 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -70696.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -70697.406250 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -70697.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70701.914062 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -70701.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70705.437500 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -70705.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70705.437500 Penalty: 3343.297607
	Iteration 23F: 3 clusters Score -70705.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Entering Unmasked Estep 
Score: -980713.187500 Penalty: 2274.634033
	Iteration 0F: 2 clusters Score -980713.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -973350.125000 Penalty: 4549.268066
	Iteration 0F: 3 clusters Score -973350.1 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -975380.062500 Penalty: 4549.268066
	Iteration 1F: 3 clusters Score -975380.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -975683.125000 Penalty: 4549.268066
	Iteration 2F: 3 clusters Score -975683.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -975930.125000 Penalty: 4549.268066
	Iteration 3F: 3 clusters Score -975930.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -976114.562500 Penalty: 4549.268066
	Iteration 4Q: 3 clusters Score -976114.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -976267.250000 Penalty: 4549.268066
	Iteration 5Q: 3 clusters Score -976267.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -976404.500000 Penalty: 4549.268066
	Iteration 6Q: 3 clusters Score -976404.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -976535.875000 Penalty: 4549.268066
	Iteration 7Q: 3 clusters Score -976535.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -976660.375000 Penalty: 4549.268066
	Iteration 8Q: 3 clusters Score -976660.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -976800.125000 Penalty: 4549.268066
	Iteration 9Q: 3 clusters Score -976800.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -976945.937500 Penalty: 4549.268066
	Iteration 10Q: 3 clusters Score -976945.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -977117.187500 Penalty: 4549.268066
	Iteration 11Q: 3 clusters Score -977117.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -977305.625000 Penalty: 4549.268066
	Iteration 12Q: 3 clusters Score -977305.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -977463.812500 Penalty: 4549.268066
	Iteration 13Q: 3 clusters Score -977463.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -977627.875000 Penalty: 4549.268066
	Iteration 14Q: 3 clusters Score -977627.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -977791.437500 Penalty: 4549.268066
	Iteration 15Q: 3 clusters Score -977791.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -977952.250000 Penalty: 4549.268066
	Iteration 16Q: 3 clusters Score -977952.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -978087.875000 Penalty: 4549.268066
	Iteration 17Q: 3 clusters Score -978087.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -978210.125000 Penalty: 4549.268066
	Iteration 18Q: 3 clusters Score -978210.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -978294.562500 Penalty: 4549.268066
	Iteration 19Q: 3 clusters Score -978294.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -978376.875000 Penalty: 4549.268066
	Iteration 20F: 3 clusters Score -978376.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -978437.125000 Penalty: 4549.268066
	Iteration 21Q: 3 clusters Score -978437.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -978480.875000 Penalty: 4549.268066
	Iteration 22Q: 3 clusters Score -978480.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -978507.437500 Penalty: 4549.268066
	Iteration 23Q: 3 clusters Score -978507.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -978527.750000 Penalty: 4549.268066
	Iteration 24Q: 3 clusters Score -978527.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -978546.437500 Penalty: 4549.268066
	Iteration 25Q: 3 clusters Score -978546.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -978559.562500 Penalty: 4549.268066
	Iteration 26Q: 3 clusters Score -978559.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -978573.625000 Penalty: 4549.268066
	Iteration 27Q: 3 clusters Score -978573.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -978590.125000 Penalty: 4549.268066
	Iteration 28Q: 3 clusters Score -978590.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -978605.312500 Penalty: 4549.268066
	Iteration 29Q: 3 clusters Score -978605.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -978621.375000 Penalty: 4549.268066
	Iteration 30Q: 3 clusters Score -978621.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -978639.000000 Penalty: 4549.268066
	Iteration 31Q: 3 clusters Score -978639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -978656.187500 Penalty: 4549.268066
	Iteration 32Q: 3 clusters Score -978656.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -978669.125000 Penalty: 4549.268066
	Iteration 33Q: 3 clusters Score -978669.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -978682.687500 Penalty: 4549.268066
	Iteration 34Q: 3 clusters Score -978682.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -978691.062500 Penalty: 4549.268066
	Iteration 35Q: 3 clusters Score -978691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -978703.375000 Penalty: 4549.268066
	Iteration 36Q: 3 clusters Score -978703.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -978712.875000 Penalty: 4549.268066
	Iteration 37Q: 3 clusters Score -978712.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -978721.750000 Penalty: 4549.268066
	Iteration 38Q: 3 clusters Score -978721.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -978728.687500 Penalty: 4549.268066
	Iteration 39Q: 3 clusters Score -978728.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -978735.625000 Penalty: 4549.268066
	Iteration 40F: 3 clusters Score -978735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -978739.750000 Penalty: 4549.268066
	Iteration 41Q: 3 clusters Score -978739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -978743.562500 Penalty: 4549.268066
	Iteration 42Q: 3 clusters Score -978743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -978744.937500 Penalty: 4549.268066
	Iteration 43Q: 3 clusters Score -978744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -978744.937500 Penalty: 4549.268066
	Iteration 44F: 3 clusters Score -978744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -251399.656250 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -251399.7 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 1388 members 
Entering Unmasked Estep 
Score: -248304.812500 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -248304.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -248977.343750 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -248977.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -249235.078125 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -249235.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -249432.109375 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -249432.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -249636.468750 Penalty: 3927.820312
	Iteration 4F: 3 clusters Score -249636.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -249834.312500 Penalty: 3927.820312
	Iteration 5F: 3 clusters Score -249834.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -250092.406250 Penalty: 3927.820312
	Iteration 6F: 3 clusters Score -250092.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -250356.937500 Penalty: 3927.820312
	Iteration 7F: 3 clusters Score -250356.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -250623.359375 Penalty: 3927.820312
	Iteration 8F: 3 clusters Score -250623.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -250900.140625 Penalty: 3927.820312
	Iteration 9F: 3 clusters Score -250900.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -251122.734375 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -251122.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251305.640625 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -251305.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -251413.578125 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -251413.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -251484.656250 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -251484.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251547.109375 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -251547.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -251577.093750 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -251577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251586.281250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -251586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -251588.062500 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -251588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -251590.734375 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -251590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -251590.781250 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -251590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -251590.781250 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -251590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 13589 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 62617 members 
Mstep: Class 16 contains 54985 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43659 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5925 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101980 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5891 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2649 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 1736 members 
Mstep: Class 39 contains 14103 members 
Mstep: Class 40 contains 28688 members 
Mstep: Class 41 contains 3015 members 
Mstep: Class 42 contains 11109 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 8645 members 
Mstep: Class 45 contains 5815 members 
Mstep: Class 46 contains 3608 members 
Mstep: Class 47 contains 1816 members 
Mstep: Class 48 contains 6230 members 
Mstep: Class 49 contains 1013 members 
Entering Unmasked Estep 
Score: -58913364.000000 Penalty: 162199.796875
Splitting cluster 38 changes total score from -58914476.000000 to -58913364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (14103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Entering Unmasked Estep 
Score: -1386476.750000 Penalty: 2369.427490
	Iteration 0F: 2 clusters Score -1386477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1376243.750000 Penalty: 4738.854980
	Iteration 0F: 3 clusters Score -1376244 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1379525.750000 Penalty: 4738.854980
	Iteration 1F: 3 clusters Score -1379526 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1379887.875000 Penalty: 4738.854980
	Iteration 2F: 3 clusters Score -1379888 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1380231.500000 Penalty: 4738.854980
	Iteration 3F: 3 clusters Score -1380232 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1380527.875000 Penalty: 4738.854980
	Iteration 4Q: 3 clusters Score -1380528 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1380856.500000 Penalty: 4738.854980
	Iteration 5Q: 3 clusters Score -1380856 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1381203.750000 Penalty: 4738.854980
	Iteration 6Q: 3 clusters Score -1381204 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1381578.125000 Penalty: 4738.854980
	Iteration 7Q: 3 clusters Score -1381578 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1382069.625000 Penalty: 4738.854980
	Iteration 8Q: 3 clusters Score -1382070 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1382604.500000 Penalty: 4738.854980
	Iteration 9Q: 3 clusters Score -1382604 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1383068.750000 Penalty: 4738.854980
	Iteration 10Q: 3 clusters Score -1383069 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1383472.625000 Penalty: 4738.854980
	Iteration 11Q: 3 clusters Score -1383473 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1383778.750000 Penalty: 4738.854980
	Iteration 12Q: 3 clusters Score -1383779 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1383976.375000 Penalty: 4738.854980
	Iteration 13Q: 3 clusters Score -1383976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1384111.250000 Penalty: 4738.854980
	Iteration 14Q: 3 clusters Score -1384111 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1384221.875000 Penalty: 4738.854980
	Iteration 15Q: 3 clusters Score -1384222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1384295.250000 Penalty: 4738.854980
	Iteration 16Q: 3 clusters Score -1384295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1384354.375000 Penalty: 4738.854980
	Iteration 17Q: 3 clusters Score -1384354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1384382.750000 Penalty: 4738.854980
	Iteration 18Q: 3 clusters Score -1384383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1384400.375000 Penalty: 4738.854980
	Iteration 19Q: 3 clusters Score -1384400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1384416.500000 Penalty: 4738.854980
	Iteration 20F: 3 clusters Score -1384416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1384425.750000 Penalty: 4738.854980
	Iteration 21Q: 3 clusters Score -1384426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1384436.875000 Penalty: 4738.854980
	Iteration 22Q: 3 clusters Score -1384437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1384454.625000 Penalty: 4738.854980
	Iteration 23Q: 3 clusters Score -1384455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1384466.875000 Penalty: 4738.854980
	Iteration 24Q: 3 clusters Score -1384467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1384470.125000 Penalty: 4738.854980
	Iteration 25Q: 3 clusters Score -1384470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1384474.875000 Penalty: 4738.854980
	Iteration 26Q: 3 clusters Score -1384475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1384480.875000 Penalty: 4738.854980
	Iteration 27Q: 3 clusters Score -1384481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1384485.375000 Penalty: 4738.854980
	Iteration 28Q: 3 clusters Score -1384485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1384483.500000 Penalty: 4738.854980
	Iteration 29Q: 3 clusters Score -1384484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1384489.125000 Penalty: 4738.854980
	Iteration 30Q: 3 clusters Score -1384489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1384492.875000 Penalty: 4738.854980
	Iteration 31Q: 3 clusters Score -1384493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1384498.125000 Penalty: 4738.854980
	Iteration 32Q: 3 clusters Score -1384498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1384503.625000 Penalty: 4738.854980
	Iteration 33Q: 3 clusters Score -1384504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1384513.250000 Penalty: 4738.854980
	Iteration 34Q: 3 clusters Score -1384513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1384519.125000 Penalty: 4738.854980
	Iteration 35Q: 3 clusters Score -1384519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1384523.250000 Penalty: 4738.854980
	Iteration 36Q: 3 clusters Score -1384523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1384525.000000 Penalty: 4738.854980
	Iteration 37Q: 3 clusters Score -1384525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1384528.000000 Penalty: 4738.854980
	Iteration 38Q: 3 clusters Score -1384528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1384528.000000 Penalty: 4738.854980
	Iteration 39Q: 3 clusters Score -1384528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1384528.250000 Penalty: 4738.854980
	Iteration 40F: 3 clusters Score -1384528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Entering Unmasked Estep 
Score: -2870888.000000 Penalty: 2545.530273
	Iteration 0F: 2 clusters Score -2870888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2851180.000000 Penalty: 5091.060547
	Iteration 0F: 3 clusters Score -2851180 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2858382.500000 Penalty: 5091.060547
	Iteration 1F: 3 clusters Score -2858382 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2858909.750000 Penalty: 5091.060547
	Iteration 2F: 3 clusters Score -2858910 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2859473.000000 Penalty: 5091.060547
	Iteration 3Q: 3 clusters Score -2859473 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2860096.750000 Penalty: 5091.060547
	Iteration 4Q: 3 clusters Score -2860097 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2860864.000000 Penalty: 5091.060547
	Iteration 5F: 3 clusters Score -2860864 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2861719.750000 Penalty: 5091.060547
	Iteration 6F: 3 clusters Score -2861720 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2862592.750000 Penalty: 5091.060547
	Iteration 7F: 3 clusters Score -2862593 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2863394.500000 Penalty: 5091.060547
	Iteration 8F: 3 clusters Score -2863394 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2864117.500000 Penalty: 5091.060547
	Iteration 9Q: 3 clusters Score -2864118 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2864742.500000 Penalty: 5091.060547
	Iteration 10Q: 3 clusters Score -2864742 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2865313.500000 Penalty: 5091.060547
	Iteration 11Q: 3 clusters Score -2865314 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2865849.000000 Penalty: 5091.060547
	Iteration 12Q: 3 clusters Score -2865849 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2866334.250000 Penalty: 5091.060547
	Iteration 13Q: 3 clusters Score -2866334 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2866782.000000 Penalty: 5091.060547
	Iteration 14Q: 3 clusters Score -2866782 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2867177.750000 Penalty: 5091.060547
	Iteration 15Q: 3 clusters Score -2867178 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2867475.000000 Penalty: 5091.060547
	Iteration 16Q: 3 clusters Score -2867475 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2867733.750000 Penalty: 5091.060547
	Iteration 17Q: 3 clusters Score -2867734 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2867904.250000 Penalty: 5091.060547
	Iteration 18Q: 3 clusters Score -2867904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2868058.500000 Penalty: 5091.060547
	Iteration 19Q: 3 clusters Score -2868058 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2868174.750000 Penalty: 5091.060547
	Iteration 20F: 3 clusters Score -2868175 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2868234.250000 Penalty: 5091.060547
	Iteration 21Q: 3 clusters Score -2868234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2868297.250000 Penalty: 5091.060547
	Iteration 22Q: 3 clusters Score -2868297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2868335.250000 Penalty: 5091.060547
	Iteration 23Q: 3 clusters Score -2868335 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2868379.250000 Penalty: 5091.060547
	Iteration 24Q: 3 clusters Score -2868379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2868420.000000 Penalty: 5091.060547
	Iteration 25Q: 3 clusters Score -2868420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2868465.250000 Penalty: 5091.060547
	Iteration 26Q: 3 clusters Score -2868465 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2868503.250000 Penalty: 5091.060547
	Iteration 27Q: 3 clusters Score -2868503 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2868551.250000 Penalty: 5091.060547
	Iteration 28Q: 3 clusters Score -2868551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2868581.750000 Penalty: 5091.060547
	Iteration 29Q: 3 clusters Score -2868582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2868609.000000 Penalty: 5091.060547
	Iteration 30Q: 3 clusters Score -2868609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2868634.500000 Penalty: 5091.060547
	Iteration 31Q: 3 clusters Score -2868634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2868655.250000 Penalty: 5091.060547
	Iteration 32Q: 3 clusters Score -2868655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2868669.500000 Penalty: 5091.060547
	Iteration 33Q: 3 clusters Score -2868670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2868684.000000 Penalty: 5091.060547
	Iteration 34Q: 3 clusters Score -2868684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2868708.500000 Penalty: 5091.060547
	Iteration 35Q: 3 clusters Score -2868708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2868721.750000 Penalty: 5091.060547
	Iteration 36Q: 3 clusters Score -2868722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2868733.500000 Penalty: 5091.060547
	Iteration 37Q: 3 clusters Score -2868734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2868745.250000 Penalty: 5091.060547
	Iteration 38Q: 3 clusters Score -2868745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2868758.250000 Penalty: 5091.060547
	Iteration 39Q: 3 clusters Score -2868758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2868766.250000 Penalty: 5091.060547
	Iteration 40F: 3 clusters Score -2868766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2868774.250000 Penalty: 5091.060547
	Iteration 41Q: 3 clusters Score -2868774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2868778.750000 Penalty: 5091.060547
	Iteration 42Q: 3 clusters Score -2868779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2868796.750000 Penalty: 5091.060547
	Iteration 43Q: 3 clusters Score -2868797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2868799.000000 Penalty: 5091.060547
	Iteration 44Q: 3 clusters Score -2868799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2868802.250000 Penalty: 5091.060547
	Iteration 45Q: 3 clusters Score -2868802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2868809.500000 Penalty: 5091.060547
	Iteration 46Q: 3 clusters Score -2868810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2868814.250000 Penalty: 5091.060547
	Iteration 47Q: 3 clusters Score -2868814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2868813.750000 Penalty: 5091.060547
	Iteration 48Q: 3 clusters Score -2868814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2868821.250000 Penalty: 5091.060547
	Iteration 49Q: 3 clusters Score -2868821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2868824.500000 Penalty: 5091.060547
	Iteration 50Q: 3 clusters Score -2868824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2868825.500000 Penalty: 5091.060547
	Iteration 51Q: 3 clusters Score -2868826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2868832.750000 Penalty: 5091.060547
	Iteration 52Q: 3 clusters Score -2868833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2868833.500000 Penalty: 5091.060547
	Iteration 53Q: 3 clusters Score -2868834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2868837.250000 Penalty: 5091.060547
	Iteration 54Q: 3 clusters Score -2868837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2868835.750000 Penalty: 5091.060547
	Iteration 55Q: 3 clusters Score -2868836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2868837.000000 Penalty: 5091.060547
	Iteration 56Q: 3 clusters Score -2868837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2868836.250000 Penalty: 5091.060547
	Iteration 57Q: 3 clusters Score -2868836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2868837.750000 Penalty: 5091.060547
	Iteration 58Q: 3 clusters Score -2868838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2868834.750000 Penalty: 5091.060547
	Iteration 59Q: 3 clusters Score -2868835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2868836.750000 Penalty: 5091.060547
	Iteration 60F: 3 clusters Score -2868837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2868832.500000 Penalty: 5091.060547
	Iteration 61Q: 3 clusters Score -2868832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2868838.500000 Penalty: 5091.060547
	Iteration 62Q: 3 clusters Score -2868838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2868838.000000 Penalty: 5091.060547
	Iteration 63Q: 3 clusters Score -2868838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2868840.250000 Penalty: 5091.060547
	Iteration 64Q: 3 clusters Score -2868840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2868843.750000 Penalty: 5091.060547
	Iteration 65Q: 3 clusters Score -2868844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2868839.250000 Penalty: 5091.060547
	Iteration 66Q: 3 clusters Score -2868839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2868841.750000 Penalty: 5091.060547
	Iteration 67Q: 3 clusters Score -2868842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2868841.750000 Penalty: 5091.060547
	Iteration 68F: 3 clusters Score -2868842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -301359.281250 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -301359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -298049.281250 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -298049.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -298775.156250 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -298775.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -298978.312500 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -298978.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -299115.375000 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -299115.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -299178.906250 Penalty: 3973.632324
	Iteration 4Q: 3 clusters Score -299178.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -299225.875000 Penalty: 3973.632324
	Iteration 5Q: 3 clusters Score -299225.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -299261.687500 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -299261.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -299284.937500 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -299284.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -299309.281250 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -299309.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -299326.656250 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -299326.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -299346.062500 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -299346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -299356.875000 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -299356.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -299366.062500 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -299366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -299370.375000 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -299370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -299373.968750 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -299374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -299375.562500 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -299375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -299376.656250 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -299376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -299378.156250 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -299378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -299379.093750 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -299379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -299381.937500 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -299381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -299383.125000 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -299383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -299382.906250 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -299382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -299382.906250 Penalty: 3973.632324
	Iteration 22F: 3 clusters Score -299382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Entering Unmasked Estep 
Score: -1054492.875000 Penalty: 2310.246582
	Iteration 0F: 2 clusters Score -1054493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1046189.500000 Penalty: 4620.493164
	Iteration 0F: 3 clusters Score -1046190 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1048972.625000 Penalty: 4620.493164
	Iteration 1F: 3 clusters Score -1048973 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1049528.500000 Penalty: 4620.493164
	Iteration 2F: 3 clusters Score -1049528 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1050139.375000 Penalty: 4620.493164
	Iteration 3F: 3 clusters Score -1050139 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1050766.000000 Penalty: 4620.493164
	Iteration 4F: 3 clusters Score -1050766 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1051460.750000 Penalty: 4620.493164
	Iteration 5F: 3 clusters Score -1051461 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1052068.500000 Penalty: 4620.493164
	Iteration 6F: 3 clusters Score -1052068 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1052492.000000 Penalty: 4620.493164
	Iteration 7F: 3 clusters Score -1052492 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1052745.500000 Penalty: 4620.493164
	Iteration 8Q: 3 clusters Score -1052746 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1052884.250000 Penalty: 4620.493164
	Iteration 9Q: 3 clusters Score -1052884 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1052969.625000 Penalty: 4620.493164
	Iteration 10Q: 3 clusters Score -1052970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1053019.000000 Penalty: 4620.493164
	Iteration 11Q: 3 clusters Score -1053019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1053044.375000 Penalty: 4620.493164
	Iteration 12Q: 3 clusters Score -1053044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1053061.375000 Penalty: 4620.493164
	Iteration 13Q: 3 clusters Score -1053061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1053073.750000 Penalty: 4620.493164
	Iteration 14Q: 3 clusters Score -1053074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1053083.750000 Penalty: 4620.493164
	Iteration 15Q: 3 clusters Score -1053084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1053091.625000 Penalty: 4620.493164
	Iteration 16Q: 3 clusters Score -1053092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1053096.250000 Penalty: 4620.493164
	Iteration 17Q: 3 clusters Score -1053096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1053097.875000 Penalty: 4620.493164
	Iteration 18Q: 3 clusters Score -1053098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1053102.000000 Penalty: 4620.493164
	Iteration 19Q: 3 clusters Score -1053102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1053101.625000 Penalty: 4620.493164
	Iteration 20F: 3 clusters Score -1053102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1053101.000000 Penalty: 4620.493164
	Iteration 21Q: 3 clusters Score -1053101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1053103.750000 Penalty: 4620.493164
	Iteration 22Q: 3 clusters Score -1053104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1053105.750000 Penalty: 4620.493164
	Iteration 23Q: 3 clusters Score -1053106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1053104.875000 Penalty: 4620.493164
	Iteration 24Q: 3 clusters Score -1053105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1053105.500000 Penalty: 4620.493164
	Iteration 25Q: 3 clusters Score -1053106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1053107.000000 Penalty: 4620.493164
	Iteration 26Q: 3 clusters Score -1053107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1053108.375000 Penalty: 4620.493164
	Iteration 27Q: 3 clusters Score -1053108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1053107.500000 Penalty: 4620.493164
	Iteration 28Q: 3 clusters Score -1053108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1053107.500000 Penalty: 4620.493164
	Iteration 29F: 3 clusters Score -1053108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Entering Unmasked Estep 
Score: -1342487.625000 Penalty: 2386.022461
	Iteration 0F: 2 clusters Score -1342488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1331520.125000 Penalty: 4772.044922
	Iteration 0F: 3 clusters Score -1331520 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1335125.625000 Penalty: 4772.044922
	Iteration 1F: 3 clusters Score -1335126 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1335724.875000 Penalty: 4772.044922
	Iteration 2F: 3 clusters Score -1335725 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1336372.125000 Penalty: 4772.044922
	Iteration 3F: 3 clusters Score -1336372 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1337063.625000 Penalty: 4772.044922
	Iteration 4F: 3 clusters Score -1337064 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1337791.625000 Penalty: 4772.044922
	Iteration 5F: 3 clusters Score -1337792 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1338564.625000 Penalty: 4772.044922
	Iteration 6F: 3 clusters Score -1338565 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1339314.875000 Penalty: 4772.044922
	Iteration 7F: 3 clusters Score -1339315 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1339873.375000 Penalty: 4772.044922
	Iteration 8Q: 3 clusters Score -1339873 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1340233.500000 Penalty: 4772.044922
	Iteration 9Q: 3 clusters Score -1340234 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1340505.500000 Penalty: 4772.044922
	Iteration 10Q: 3 clusters Score -1340506 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1340682.500000 Penalty: 4772.044922
	Iteration 11Q: 3 clusters Score -1340682 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1340789.625000 Penalty: 4772.044922
	Iteration 12Q: 3 clusters Score -1340790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1340859.375000 Penalty: 4772.044922
	Iteration 13Q: 3 clusters Score -1340859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1340915.625000 Penalty: 4772.044922
	Iteration 14Q: 3 clusters Score -1340916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1340974.750000 Penalty: 4772.044922
	Iteration 15Q: 3 clusters Score -1340975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1341020.750000 Penalty: 4772.044922
	Iteration 16Q: 3 clusters Score -1341021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1341035.750000 Penalty: 4772.044922
	Iteration 17Q: 3 clusters Score -1341036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1341052.250000 Penalty: 4772.044922
	Iteration 18Q: 3 clusters Score -1341052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1341061.875000 Penalty: 4772.044922
	Iteration 19Q: 3 clusters Score -1341062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1341074.125000 Penalty: 4772.044922
	Iteration 20F: 3 clusters Score -1341074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1341079.875000 Penalty: 4772.044922
	Iteration 21Q: 3 clusters Score -1341080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1341084.125000 Penalty: 4772.044922
	Iteration 22Q: 3 clusters Score -1341084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1341089.125000 Penalty: 4772.044922
	Iteration 23Q: 3 clusters Score -1341089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1341094.000000 Penalty: 4772.044922
	Iteration 24Q: 3 clusters Score -1341094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1341103.500000 Penalty: 4772.044922
	Iteration 25Q: 3 clusters Score -1341104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1341108.625000 Penalty: 4772.044922
	Iteration 26Q: 3 clusters Score -1341109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1341111.500000 Penalty: 4772.044922
	Iteration 27Q: 3 clusters Score -1341112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1341113.875000 Penalty: 4772.044922
	Iteration 28Q: 3 clusters Score -1341114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1341118.000000 Penalty: 4772.044922
	Iteration 29Q: 3 clusters Score -1341118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1341120.375000 Penalty: 4772.044922
	Iteration 30Q: 3 clusters Score -1341120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1341123.500000 Penalty: 4772.044922
	Iteration 31Q: 3 clusters Score -1341124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1341125.875000 Penalty: 4772.044922
	Iteration 32Q: 3 clusters Score -1341126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1341131.250000 Penalty: 4772.044922
	Iteration 33Q: 3 clusters Score -1341131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1341136.750000 Penalty: 4772.044922
	Iteration 34Q: 3 clusters Score -1341137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1341140.750000 Penalty: 4772.044922
	Iteration 35Q: 3 clusters Score -1341141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1341147.750000 Penalty: 4772.044922
	Iteration 36Q: 3 clusters Score -1341148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1341148.750000 Penalty: 4772.044922
	Iteration 37Q: 3 clusters Score -1341149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1341150.125000 Penalty: 4772.044922
	Iteration 38Q: 3 clusters Score -1341150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1341150.125000 Penalty: 4772.044922
	Iteration 39F: 3 clusters Score -1341150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (8645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Entering Unmasked Estep 
Score: -866235.562500 Penalty: 2248.054688
	Iteration 0F: 2 clusters Score -866235.6 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 4340 members 
Entering Unmasked Estep 
Score: -859389.437500 Penalty: 4496.109375
	Iteration 0F: 3 clusters Score -859389.4 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -861375.437500 Penalty: 4496.109375
	Iteration 1F: 3 clusters Score -861375.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -861801.062500 Penalty: 4496.109375
	Iteration 2F: 3 clusters Score -861801.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -862298.187500 Penalty: 4496.109375
	Iteration 3F: 3 clusters Score -862298.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -862997.812500 Penalty: 4496.109375
	Iteration 4F: 3 clusters Score -862997.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -864219.125000 Penalty: 4496.109375
	Iteration 5F: 3 clusters Score -864219.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -866298.375000 Penalty: 4496.109375
	Iteration 6F: 3 clusters Score -866298.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -868328.062500 Penalty: 4496.109375
	Iteration 7F: 3 clusters Score -868328.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -869591.875000 Penalty: 4496.109375
	Iteration 8Q: 3 clusters Score -869591.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -870192.875000 Penalty: 4496.109375
	Iteration 9Q: 3 clusters Score -870192.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -870248.875000 Penalty: 4496.109375
	Iteration 10Q: 3 clusters Score -870248.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -870254.125000 Penalty: 4496.109375
	Iteration 11Q: 3 clusters Score -870254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -870256.000000 Penalty: 4496.109375
	Iteration 12Q: 3 clusters Score -870256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -870256.000000 Penalty: 4496.109375
	Iteration 13F: 3 clusters Score -870256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 13589 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 62617 members 
Mstep: Class 16 contains 54985 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43659 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5925 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101980 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5891 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2649 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14103 members 
Mstep: Class 40 contains 28688 members 
Mstep: Class 41 contains 3015 members 
Mstep: Class 42 contains 11109 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 5435 members 
Mstep: Class 45 contains 5815 members 
Mstep: Class 46 contains 3608 members 
Mstep: Class 47 contains 1816 members 
Mstep: Class 48 contains 6230 members 
Mstep: Class 49 contains 3210 members 
Entering Unmasked Estep 
Score: -58917332.000000 Penalty: 162199.796875
Splitting cluster 44 changes total score from -58914476.000000 to -58917332.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 45 (5815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Entering Unmasked Estep 
Score: -526719.062500 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -526719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -521648.125000 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -521648.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -522958.625000 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -522958.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -523257.625000 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -523257.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -523477.593750 Penalty: 4299.425293
	Iteration 3F: 3 clusters Score -523477.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -523683.906250 Penalty: 4299.425293
	Iteration 4Q: 3 clusters Score -523683.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -523858.062500 Penalty: 4299.425293
	Iteration 5Q: 3 clusters Score -523858.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -523995.968750 Penalty: 4299.425293
	Iteration 6Q: 3 clusters Score -523996 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -524108.500000 Penalty: 4299.425293
	Iteration 7Q: 3 clusters Score -524108.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -524214.812500 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -524214.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -524301.437500 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -524301.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -524389.000000 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -524389 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -524465.187500 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -524465.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -524535.437500 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -524535.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -524604.375000 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -524604.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -524685.437500 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -524685.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -524772.250000 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -524772.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -524839.250000 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -524839.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -524910.187500 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -524910.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -524968.437500 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -524968.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -525008.187500 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -525008.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -525028.000000 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -525028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -525050.500000 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -525050.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -525079.125000 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -525079.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -525107.437500 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -525107.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -525132.562500 Penalty: 4299.425293
	Iteration 24Q: 3 clusters Score -525132.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -525155.312500 Penalty: 4299.425293
	Iteration 25Q: 3 clusters Score -525155.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -525169.625000 Penalty: 4299.425293
	Iteration 26Q: 3 clusters Score -525169.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -525188.687500 Penalty: 4299.425293
	Iteration 27Q: 3 clusters Score -525188.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -525204.375000 Penalty: 4299.425293
	Iteration 28Q: 3 clusters Score -525204.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -525213.875000 Penalty: 4299.425293
	Iteration 29Q: 3 clusters Score -525213.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -525222.562500 Penalty: 4299.425293
	Iteration 30Q: 3 clusters Score -525222.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -525228.625000 Penalty: 4299.425293
	Iteration 31Q: 3 clusters Score -525228.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -525233.187500 Penalty: 4299.425293
	Iteration 32Q: 3 clusters Score -525233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -525237.250000 Penalty: 4299.425293
	Iteration 33Q: 3 clusters Score -525237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -525242.375000 Penalty: 4299.425293
	Iteration 34Q: 3 clusters Score -525242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -525246.000000 Penalty: 4299.425293
	Iteration 35Q: 3 clusters Score -525246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -525248.062500 Penalty: 4299.425293
	Iteration 36Q: 3 clusters Score -525248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -525250.937500 Penalty: 4299.425293
	Iteration 37Q: 3 clusters Score -525250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -525251.187500 Penalty: 4299.425293
	Iteration 38Q: 3 clusters Score -525251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -525253.000000 Penalty: 4299.425293
	Iteration 39Q: 3 clusters Score -525253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -525254.562500 Penalty: 4299.425293
	Iteration 40F: 3 clusters Score -525254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -525257.375000 Penalty: 4299.425293
	Iteration 41Q: 3 clusters Score -525257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -525258.750000 Penalty: 4299.425293
	Iteration 42Q: 3 clusters Score -525258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -525259.750000 Penalty: 4299.425293
	Iteration 43Q: 3 clusters Score -525259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -525260.437500 Penalty: 4299.425293
	Iteration 44Q: 3 clusters Score -525260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -525261.250000 Penalty: 4299.425293
	Iteration 45Q: 3 clusters Score -525261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -525264.312500 Penalty: 4299.425293
	Iteration 46Q: 3 clusters Score -525264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -525266.812500 Penalty: 4299.425293
	Iteration 47Q: 3 clusters Score -525266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -525269.312500 Penalty: 4299.425293
	Iteration 48Q: 3 clusters Score -525269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -525272.875000 Penalty: 4299.425293
	Iteration 49Q: 3 clusters Score -525272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -525273.687500 Penalty: 4299.425293
	Iteration 50Q: 3 clusters Score -525273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -525275.375000 Penalty: 4299.425293
	Iteration 51Q: 3 clusters Score -525275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -525277.312500 Penalty: 4299.425293
	Iteration 52Q: 3 clusters Score -525277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -525277.375000 Penalty: 4299.425293
	Iteration 53Q: 3 clusters Score -525277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -525278.437500 Penalty: 4299.425293
	Iteration 54Q: 3 clusters Score -525278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -525278.437500 Penalty: 4299.425293
	Iteration 55F: 3 clusters Score -525278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Entering Unmasked Estep 
Score: -330741.562500 Penalty: 2031.345337
	Iteration 0F: 2 clusters Score -330741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -327122.625000 Penalty: 4062.690674
	Iteration 0F: 3 clusters Score -327122.6 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -327937.718750 Penalty: 4062.690674
	Iteration 1F: 3 clusters Score -327937.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -328182.750000 Penalty: 4062.690674
	Iteration 2F: 3 clusters Score -328182.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -328386.500000 Penalty: 4062.690674
	Iteration 3F: 3 clusters Score -328386.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -328549.156250 Penalty: 4062.690674
	Iteration 4F: 3 clusters Score -328549.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -328695.906250 Penalty: 4062.690674
	Iteration 5Q: 3 clusters Score -328695.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -328823.312500 Penalty: 4062.690674
	Iteration 6Q: 3 clusters Score -328823.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -328964.593750 Penalty: 4062.690674
	Iteration 7Q: 3 clusters Score -328964.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329069.156250 Penalty: 4062.690674
	Iteration 8Q: 3 clusters Score -329069.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329150.593750 Penalty: 4062.690674
	Iteration 9Q: 3 clusters Score -329150.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -329205.562500 Penalty: 4062.690674
	Iteration 10Q: 3 clusters Score -329205.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -329243.937500 Penalty: 4062.690674
	Iteration 11Q: 3 clusters Score -329243.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -329267.312500 Penalty: 4062.690674
	Iteration 12Q: 3 clusters Score -329267.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -329287.875000 Penalty: 4062.690674
	Iteration 13Q: 3 clusters Score -329287.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -329300.468750 Penalty: 4062.690674
	Iteration 14Q: 3 clusters Score -329300.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -329308.656250 Penalty: 4062.690674
	Iteration 15Q: 3 clusters Score -329308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -329314.343750 Penalty: 4062.690674
	Iteration 16Q: 3 clusters Score -329314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -329317.250000 Penalty: 4062.690674
	Iteration 17Q: 3 clusters Score -329317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -329320.593750 Penalty: 4062.690674
	Iteration 18Q: 3 clusters Score -329320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -329320.812500 Penalty: 4062.690674
	Iteration 19Q: 3 clusters Score -329320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -329326.437500 Penalty: 4062.690674
	Iteration 20F: 3 clusters Score -329326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -329329.031250 Penalty: 4062.690674
	Iteration 21Q: 3 clusters Score -329329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -329332.312500 Penalty: 4062.690674
	Iteration 22Q: 3 clusters Score -329332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -329334.125000 Penalty: 4062.690674
	Iteration 23Q: 3 clusters Score -329334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329335.406250 Penalty: 4062.690674
	Iteration 24Q: 3 clusters Score -329335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -329335.937500 Penalty: 4062.690674
	Iteration 25Q: 3 clusters Score -329335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329335.875000 Penalty: 4062.690674
	Iteration 26Q: 3 clusters Score -329335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -329335.875000 Penalty: 4062.690674
	Iteration 27F: 3 clusters Score -329335.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Entering Unmasked Estep 
Score: -155317.140625 Penalty: 1861.089111
	Iteration 0F: 2 clusters Score -155317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152833.171875 Penalty: 3722.178223
	Iteration 0F: 3 clusters Score -152833.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153287.781250 Penalty: 3722.178223
	Iteration 1F: 3 clusters Score -153287.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -153434.468750 Penalty: 3722.178223
	Iteration 2F: 3 clusters Score -153434.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153496.656250 Penalty: 3722.178223
	Iteration 3Q: 3 clusters Score -153496.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153525.625000 Penalty: 3722.178223
	Iteration 4Q: 3 clusters Score -153525.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153544.078125 Penalty: 3722.178223
	Iteration 5Q: 3 clusters Score -153544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153560.984375 Penalty: 3722.178223
	Iteration 6Q: 3 clusters Score -153561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -153573.765625 Penalty: 3722.178223
	Iteration 7Q: 3 clusters Score -153573.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153584.250000 Penalty: 3722.178223
	Iteration 8Q: 3 clusters Score -153584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -153593.656250 Penalty: 3722.178223
	Iteration 9Q: 3 clusters Score -153593.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153602.546875 Penalty: 3722.178223
	Iteration 10Q: 3 clusters Score -153602.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153613.500000 Penalty: 3722.178223
	Iteration 11Q: 3 clusters Score -153613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153615.968750 Penalty: 3722.178223
	Iteration 12Q: 3 clusters Score -153616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -153617.625000 Penalty: 3722.178223
	Iteration 13Q: 3 clusters Score -153617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153620.328125 Penalty: 3722.178223
	Iteration 14Q: 3 clusters Score -153620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153621.171875 Penalty: 3722.178223
	Iteration 15Q: 3 clusters Score -153621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153621.671875 Penalty: 3722.178223
	Iteration 16Q: 3 clusters Score -153621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -153622.656250 Penalty: 3722.178223
	Iteration 17Q: 3 clusters Score -153622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153622.906250 Penalty: 3722.178223
	Iteration 18Q: 3 clusters Score -153622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153624.015625 Penalty: 3722.178223
	Iteration 19Q: 3 clusters Score -153624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -153624.437500 Penalty: 3722.178223
	Iteration 20F: 3 clusters Score -153624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153624.968750 Penalty: 3722.178223
	Iteration 21Q: 3 clusters Score -153625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153624.968750 Penalty: 3722.178223
	Iteration 22F: 3 clusters Score -153625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Entering Unmasked Estep 
Score: -629793.312500 Penalty: 2166.808594
	Iteration 0F: 2 clusters Score -629793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -624452.625000 Penalty: 4333.617188
	Iteration 0F: 3 clusters Score -624452.6 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -625883.312500 Penalty: 4333.617188
	Iteration 1F: 3 clusters Score -625883.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -626175.187500 Penalty: 4333.617188
	Iteration 2F: 3 clusters Score -626175.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -626388.125000 Penalty: 4333.617188
	Iteration 3F: 3 clusters Score -626388.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -626588.812500 Penalty: 4333.617188
	Iteration 4Q: 3 clusters Score -626588.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -626749.687500 Penalty: 4333.617188
	Iteration 5Q: 3 clusters Score -626749.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -626904.687500 Penalty: 4333.617188
	Iteration 6Q: 3 clusters Score -626904.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -627050.312500 Penalty: 4333.617188
	Iteration 7Q: 3 clusters Score -627050.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -627163.812500 Penalty: 4333.617188
	Iteration 8Q: 3 clusters Score -627163.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -627280.312500 Penalty: 4333.617188
	Iteration 9Q: 3 clusters Score -627280.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -627378.750000 Penalty: 4333.617188
	Iteration 10Q: 3 clusters Score -627378.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -627464.875000 Penalty: 4333.617188
	Iteration 11Q: 3 clusters Score -627464.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -627555.687500 Penalty: 4333.617188
	Iteration 12Q: 3 clusters Score -627555.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -627627.062500 Penalty: 4333.617188
	Iteration 13Q: 3 clusters Score -627627.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -627679.625000 Penalty: 4333.617188
	Iteration 14Q: 3 clusters Score -627679.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -627709.375000 Penalty: 4333.617188
	Iteration 15Q: 3 clusters Score -627709.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -627742.562500 Penalty: 4333.617188
	Iteration 16Q: 3 clusters Score -627742.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -627765.500000 Penalty: 4333.617188
	Iteration 17Q: 3 clusters Score -627765.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -627788.062500 Penalty: 4333.617188
	Iteration 18Q: 3 clusters Score -627788.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -627807.812500 Penalty: 4333.617188
	Iteration 19Q: 3 clusters Score -627807.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -627824.687500 Penalty: 4333.617188
	Iteration 20F: 3 clusters Score -627824.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -627843.125000 Penalty: 4333.617188
	Iteration 21Q: 3 clusters Score -627843.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -627859.750000 Penalty: 4333.617188
	Iteration 22Q: 3 clusters Score -627859.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -627877.312500 Penalty: 4333.617188
	Iteration 23Q: 3 clusters Score -627877.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -627885.187500 Penalty: 4333.617188
	Iteration 24Q: 3 clusters Score -627885.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -627890.375000 Penalty: 4333.617188
	Iteration 25Q: 3 clusters Score -627890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -627892.562500 Penalty: 4333.617188
	Iteration 26Q: 3 clusters Score -627892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -627896.687500 Penalty: 4333.617188
	Iteration 27Q: 3 clusters Score -627896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -627897.687500 Penalty: 4333.617188
	Iteration 28Q: 3 clusters Score -627897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -627897.000000 Penalty: 4333.617188
	Iteration 29Q: 3 clusters Score -627897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -627898.687500 Penalty: 4333.617188
	Iteration 30Q: 3 clusters Score -627898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -627899.125000 Penalty: 4333.617188
	Iteration 31Q: 3 clusters Score -627899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -627899.062500 Penalty: 4333.617188
	Iteration 32Q: 3 clusters Score -627899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -627899.312500 Penalty: 4333.617188
	Iteration 33Q: 3 clusters Score -627899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -627898.812500 Penalty: 4333.617188
	Iteration 34Q: 3 clusters Score -627898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -627898.812500 Penalty: 4333.617188
	Iteration 35F: 3 clusters Score -627898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 13589 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 62617 members 
Mstep: Class 16 contains 54985 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43659 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5925 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101980 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5891 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2649 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14103 members 
Mstep: Class 40 contains 28688 members 
Mstep: Class 41 contains 3015 members 
Mstep: Class 42 contains 11109 members 
Mstep: Class 43 contains 15079 members 
Mstep: Class 44 contains 5435 members 
Mstep: Class 45 contains 5815 members 
Mstep: Class 46 contains 3608 members 
Mstep: Class 47 contains 1816 members 
Mstep: Class 48 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917692.000000 Penalty: 162199.796875
Iteration 119Q: 50 clusters Score -5.891769e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 12040 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 10232 members 
Mstep: Class 9 contains 11124 members 
Mstep: Class 10 contains 13596 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9495 members 
Mstep: Class 15 contains 62598 members 
Mstep: Class 16 contains 55046 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 43622 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 101978 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 4177 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 6568 members 
Mstep: Class 29 contains 3445 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 5892 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2648 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14097 members 
Mstep: Class 40 contains 28690 members 
Mstep: Class 41 contains 3020 members 
Mstep: Class 42 contains 11106 members 
Mstep: Class 43 contains 15103 members 
Mstep: Class 44 contains 5450 members 
Mstep: Class 45 contains 5817 members 
Mstep: Class 46 contains 3611 members 
Mstep: Class 47 contains 1816 members 
Mstep: Class 48 contains 6236 members 
Mstep: Class 49 contains 3123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58917940.000000 Penalty: 162199.796875
Iteration 120F: 50 clusters Score -5.891794e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 25163 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 10220 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 13603 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 62586 members 
Mstep: Class 16 contains 55027 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 43596 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 5833 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 101984 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 6567 members 
Mstep: Class 29 contains 3449 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5894 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2652 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 2747 members 
Mstep: Class 39 contains 14088 members 
Mstep: Class 40 contains 28689 members 
Mstep: Class 41 contains 3010 members 
Mstep: Class 42 contains 11102 members 
Mstep: Class 43 contains 15123 members 
Mstep: Class 44 contains 5467 members 
Mstep: Class 45 contains 5816 members 
Mstep: Class 46 contains 3613 members 
Mstep: Class 47 contains 1814 members 
Mstep: Class 48 contains 6231 members 
Mstep: Class 49 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918028.000000 Penalty: 162199.796875
Iteration 121Q: 50 clusters Score -5.891803e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 14799 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6243 members 
Mstep: Class 6 contains 25163 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 10207 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 62578 members 
Mstep: Class 16 contains 55025 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 43569 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 101982 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4198 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 6565 members 
Mstep: Class 29 contains 3459 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 5895 members 
Mstep: Class 32 contains 1469 members 
Mstep: Class 33 contains 33494 members 
Mstep: Class 34 contains 10049 members 
Mstep: Class 35 contains 2651 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9621 members 
Mstep: Class 38 contains 2747 members 
Mstep: Class 39 contains 14085 members 
Mstep: Class 40 contains 28688 members 
Mstep: Class 41 contains 3009 members 
Mstep: Class 42 contains 11091 members 
Mstep: Class 43 contains 15137 members 
Mstep: Class 44 contains 5476 members 
Mstep: Class 45 contains 5813 members 
Mstep: Class 46 contains 3614 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6233 members 
Mstep: Class 49 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918100.000000 Penalty: 162199.796875
Iteration 122Q: 50 clusters Score -5.89181e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 14807 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 25162 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9488 members 
Mstep: Class 15 contains 62574 members 
Mstep: Class 16 contains 55019 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 9575 members 
Mstep: Class 20 contains 43545 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 101977 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 6564 members 
Mstep: Class 29 contains 3464 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5898 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33492 members 
Mstep: Class 34 contains 10046 members 
Mstep: Class 35 contains 2651 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28689 members 
Mstep: Class 41 contains 3009 members 
Mstep: Class 42 contains 11087 members 
Mstep: Class 43 contains 15150 members 
Mstep: Class 44 contains 5478 members 
Mstep: Class 45 contains 5813 members 
Mstep: Class 46 contains 3615 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6235 members 
Mstep: Class 49 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918208.000000 Penalty: 162199.796875
Iteration 123Q: 50 clusters Score -5.891821e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 11982 members 
Mstep: Class 3 contains 14812 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 6238 members 
Mstep: Class 6 contains 25159 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 10196 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9482 members 
Mstep: Class 15 contains 62570 members 
Mstep: Class 16 contains 55006 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 43521 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 101973 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 6560 members 
Mstep: Class 29 contains 3466 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33490 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2650 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9624 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 14086 members 
Mstep: Class 40 contains 28692 members 
Mstep: Class 41 contains 3011 members 
Mstep: Class 42 contains 11082 members 
Mstep: Class 43 contains 15161 members 
Mstep: Class 44 contains 5479 members 
Mstep: Class 45 contains 5815 members 
Mstep: Class 46 contains 3615 members 
Mstep: Class 47 contains 1810 members 
Mstep: Class 48 contains 6237 members 
Mstep: Class 49 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918280.000000 Penalty: 162199.796875
Iteration 124Q: 50 clusters Score -5.891828e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 11963 members 
Mstep: Class 3 contains 14818 members 
Mstep: Class 4 contains 5514 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 25159 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 10191 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 13622 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9480 members 
Mstep: Class 15 contains 62569 members 
Mstep: Class 16 contains 55000 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 43484 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101968 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 4577 members 
Mstep: Class 28 contains 6559 members 
Mstep: Class 29 contains 3470 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33489 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2650 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14090 members 
Mstep: Class 40 contains 28692 members 
Mstep: Class 41 contains 3013 members 
Mstep: Class 42 contains 11083 members 
Mstep: Class 43 contains 15171 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 5817 members 
Mstep: Class 46 contains 3616 members 
Mstep: Class 47 contains 1811 members 
Mstep: Class 48 contains 6238 members 
Mstep: Class 49 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918348.000000 Penalty: 162199.796875
Iteration 125Q: 50 clusters Score -5.891835e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 14820 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 25158 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9477 members 
Mstep: Class 15 contains 62567 members 
Mstep: Class 16 contains 54994 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6457 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 43460 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101972 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 6556 members 
Mstep: Class 29 contains 3476 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33494 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2651 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14087 members 
Mstep: Class 40 contains 28694 members 
Mstep: Class 41 contains 3016 members 
Mstep: Class 42 contains 11086 members 
Mstep: Class 43 contains 15185 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 5818 members 
Mstep: Class 46 contains 3618 members 
Mstep: Class 47 contains 1809 members 
Mstep: Class 48 contains 6239 members 
Mstep: Class 49 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918376.000000 Penalty: 162199.796875
Iteration 126Q: 50 clusters Score -5.891838e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 11933 members 
Mstep: Class 3 contains 14822 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 25157 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9470 members 
Mstep: Class 15 contains 62563 members 
Mstep: Class 16 contains 54985 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6479 members 
Mstep: Class 19 contains 9575 members 
Mstep: Class 20 contains 43437 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101977 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 2601 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33504 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2651 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14087 members 
Mstep: Class 40 contains 28699 members 
Mstep: Class 41 contains 3021 members 
Mstep: Class 42 contains 11088 members 
Mstep: Class 43 contains 15192 members 
Mstep: Class 44 contains 5482 members 
Mstep: Class 45 contains 5820 members 
Mstep: Class 46 contains 3621 members 
Mstep: Class 47 contains 1810 members 
Mstep: Class 48 contains 6237 members 
Mstep: Class 49 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918440.000000 Penalty: 162199.796875
Iteration 127Q: 50 clusters Score -5.891844e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 14826 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 25155 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 62560 members 
Mstep: Class 16 contains 54976 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6501 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 43417 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101977 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33508 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2653 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14090 members 
Mstep: Class 40 contains 28701 members 
Mstep: Class 41 contains 3027 members 
Mstep: Class 42 contains 11088 members 
Mstep: Class 43 contains 15203 members 
Mstep: Class 44 contains 5482 members 
Mstep: Class 45 contains 5826 members 
Mstep: Class 46 contains 3627 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6237 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918440.000000 Penalty: 162199.796875
Iteration 128Q: 50 clusters Score -5.891844e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 14828 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6217 members 
Mstep: Class 6 contains 25150 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 10 contains 13610 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9468 members 
Mstep: Class 15 contains 62559 members 
Mstep: Class 16 contains 54966 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6520 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 43410 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101979 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4232 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33509 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2654 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14087 members 
Mstep: Class 40 contains 28703 members 
Mstep: Class 41 contains 3029 members 
Mstep: Class 42 contains 11082 members 
Mstep: Class 43 contains 15220 members 
Mstep: Class 44 contains 5483 members 
Mstep: Class 45 contains 5826 members 
Mstep: Class 46 contains 3631 members 
Mstep: Class 47 contains 1811 members 
Mstep: Class 48 contains 6243 members 
Mstep: Class 49 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918408.000000 Penalty: 162199.796875
Iteration 129Q: 50 clusters Score -5.891841e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 14831 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6215 members 
Mstep: Class 6 contains 25149 members 
Mstep: Class 7 contains 3393 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 13609 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2588 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9466 members 
Mstep: Class 15 contains 62556 members 
Mstep: Class 16 contains 54956 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6527 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43400 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 5727 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101979 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6556 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33508 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2655 members 
Mstep: Class 36 contains 846 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14085 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 3030 members 
Mstep: Class 42 contains 11080 members 
Mstep: Class 43 contains 15235 members 
Mstep: Class 44 contains 5485 members 
Mstep: Class 45 contains 5825 members 
Mstep: Class 46 contains 3636 members 
Mstep: Class 47 contains 1811 members 
Mstep: Class 48 contains 6247 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918468.000000 Penalty: 162199.796875
Iteration 130Q: 50 clusters Score -5.891847e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 14838 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 25148 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 13616 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9463 members 
Mstep: Class 15 contains 62554 members 
Mstep: Class 16 contains 54945 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6540 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43387 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101978 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4242 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6557 members 
Mstep: Class 29 contains 3488 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33508 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14085 members 
Mstep: Class 40 contains 28703 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11080 members 
Mstep: Class 43 contains 15242 members 
Mstep: Class 44 contains 5485 members 
Mstep: Class 45 contains 5824 members 
Mstep: Class 46 contains 3638 members 
Mstep: Class 47 contains 1810 members 
Mstep: Class 48 contains 6251 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918368.000000 Penalty: 162199.796875
Iteration 131Q: 50 clusters Score -5.891837e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 11862 members 
Mstep: Class 3 contains 14839 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6212 members 
Mstep: Class 6 contains 25148 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 13623 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9462 members 
Mstep: Class 15 contains 62548 members 
Mstep: Class 16 contains 54931 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6557 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43380 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101981 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4245 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6558 members 
Mstep: Class 29 contains 3492 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33507 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2657 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14084 members 
Mstep: Class 40 contains 28702 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11085 members 
Mstep: Class 43 contains 15250 members 
Mstep: Class 44 contains 5486 members 
Mstep: Class 45 contains 5823 members 
Mstep: Class 46 contains 3641 members 
Mstep: Class 47 contains 1810 members 
Mstep: Class 48 contains 6252 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918424.000000 Penalty: 162199.796875
Iteration 132Q: 50 clusters Score -5.891842e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 11846 members 
Mstep: Class 3 contains 14841 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 25148 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 13627 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 62546 members 
Mstep: Class 16 contains 54917 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6570 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101981 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6559 members 
Mstep: Class 29 contains 3498 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33505 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 847 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14084 members 
Mstep: Class 40 contains 28703 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 15264 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5824 members 
Mstep: Class 46 contains 3644 members 
Mstep: Class 47 contains 1811 members 
Mstep: Class 48 contains 6253 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918444.000000 Penalty: 162199.796875
Iteration 133Q: 50 clusters Score -5.891844e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 14845 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 25143 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9455 members 
Mstep: Class 15 contains 62543 members 
Mstep: Class 16 contains 54901 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101982 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6559 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33503 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 3030 members 
Mstep: Class 42 contains 11110 members 
Mstep: Class 43 contains 15281 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5824 members 
Mstep: Class 46 contains 3645 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6254 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918532.000000 Penalty: 162199.796875
Iteration 134Q: 50 clusters Score -5.891853e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 14851 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6202 members 
Mstep: Class 6 contains 25142 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 13630 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9451 members 
Mstep: Class 15 contains 62539 members 
Mstep: Class 16 contains 54887 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6597 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101981 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6559 members 
Mstep: Class 29 contains 3508 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33503 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 3030 members 
Mstep: Class 42 contains 11115 members 
Mstep: Class 43 contains 15286 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5826 members 
Mstep: Class 46 contains 3650 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6256 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918560.000000 Penalty: 162199.796875
Iteration 135Q: 50 clusters Score -5.891856e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 14852 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 25140 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 10138 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 62533 members 
Mstep: Class 16 contains 54878 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 43316 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101978 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4260 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6558 members 
Mstep: Class 29 contains 3513 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33503 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11113 members 
Mstep: Class 43 contains 15298 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5827 members 
Mstep: Class 46 contains 3651 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6256 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918452.000000 Penalty: 162199.796875
Iteration 136Q: 50 clusters Score -5.891845e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 14857 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 25138 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 13635 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 15 contains 62526 members 
Mstep: Class 16 contains 54872 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 43297 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5722 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101982 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6556 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33504 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14081 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11116 members 
Mstep: Class 43 contains 15305 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5826 members 
Mstep: Class 46 contains 3652 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6259 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918532.000000 Penalty: 162199.796875
Iteration 137Q: 50 clusters Score -5.891853e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 14860 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 25135 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 13638 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62525 members 
Mstep: Class 16 contains 54868 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 43286 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5722 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101980 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4263 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14079 members 
Mstep: Class 40 contains 28706 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11117 members 
Mstep: Class 43 contains 15309 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5827 members 
Mstep: Class 46 contains 3652 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918516.000000 Penalty: 162199.796875
Iteration 138Q: 50 clusters Score -5.891852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 25135 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 13641 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62522 members 
Mstep: Class 16 contains 54864 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 43278 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101979 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4263 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14078 members 
Mstep: Class 40 contains 28706 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11121 members 
Mstep: Class 43 contains 15310 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5827 members 
Mstep: Class 46 contains 3653 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918556.000000 Penalty: 162199.796875
Iteration 139Q: 50 clusters Score -5.891856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 25135 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 10131 members 
Mstep: Class 9 contains 11206 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62520 members 
Mstep: Class 16 contains 54857 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6662 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 43270 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101976 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4263 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14078 members 
Mstep: Class 40 contains 28706 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11128 members 
Mstep: Class 43 contains 15310 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5827 members 
Mstep: Class 46 contains 3653 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918532.000000 Penalty: 162199.796875
Iteration 140F: 50 clusters Score -5.891853e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 25134 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10130 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62517 members 
Mstep: Class 16 contains 54856 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 9575 members 
Mstep: Class 20 contains 43260 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101973 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4264 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6553 members 
Mstep: Class 29 contains 3537 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14079 members 
Mstep: Class 40 contains 28706 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11132 members 
Mstep: Class 43 contains 15313 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5828 members 
Mstep: Class 46 contains 3653 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918512.000000 Penalty: 162199.796875
Iteration 141Q: 50 clusters Score -5.891851e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 25132 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 11212 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62514 members 
Mstep: Class 16 contains 54855 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6692 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43242 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101968 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4265 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6553 members 
Mstep: Class 29 contains 3542 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 5906 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2657 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14079 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11131 members 
Mstep: Class 43 contains 15325 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5828 members 
Mstep: Class 46 contains 3653 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918576.000000 Penalty: 162199.796875
Iteration 142Q: 50 clusters Score -5.891858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 11784 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 25130 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 10125 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 62515 members 
Mstep: Class 16 contains 54850 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43228 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101964 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4266 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 2606 members 
Mstep: Class 31 contains 5906 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14080 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3031 members 
Mstep: Class 42 contains 11136 members 
Mstep: Class 43 contains 15330 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5829 members 
Mstep: Class 46 contains 3653 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918588.000000 Penalty: 162199.796875
Iteration 143Q: 50 clusters Score -5.891859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 25130 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10123 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 62513 members 
Mstep: Class 16 contains 54848 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 43207 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101961 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4268 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3548 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5906 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14080 members 
Mstep: Class 40 contains 28708 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11137 members 
Mstep: Class 43 contains 15336 members 
Mstep: Class 44 contains 5487 members 
Mstep: Class 45 contains 5830 members 
Mstep: Class 46 contains 3653 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918568.000000 Penalty: 162199.796875
Iteration 144Q: 50 clusters Score -5.891857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 14866 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 25129 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10121 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62510 members 
Mstep: Class 16 contains 54844 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43192 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101960 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4270 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 3548 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5905 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14080 members 
Mstep: Class 40 contains 28708 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11138 members 
Mstep: Class 43 contains 15339 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5831 members 
Mstep: Class 46 contains 3652 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918644.000000 Penalty: 162199.796875
Iteration 145Q: 50 clusters Score -5.891864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6192 members 
Mstep: Class 6 contains 25127 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10116 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62510 members 
Mstep: Class 16 contains 54844 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 43183 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101962 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4274 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 3549 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14080 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11132 members 
Mstep: Class 43 contains 15342 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5830 members 
Mstep: Class 46 contains 3654 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918648.000000 Penalty: 162199.796875
Iteration 146Q: 50 clusters Score -5.891865e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 25125 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10115 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62509 members 
Mstep: Class 16 contains 54845 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6771 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 43166 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101964 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4276 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 3550 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14080 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11126 members 
Mstep: Class 43 contains 15347 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5829 members 
Mstep: Class 46 contains 3654 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918588.000000 Penalty: 162199.796875
Iteration 147Q: 50 clusters Score -5.891859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6189 members 
Mstep: Class 6 contains 25124 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10115 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 62506 members 
Mstep: Class 16 contains 54844 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6784 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 43150 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101965 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4278 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 3552 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14081 members 
Mstep: Class 40 contains 28708 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11125 members 
Mstep: Class 43 contains 15350 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5829 members 
Mstep: Class 46 contains 3655 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918672.000000 Penalty: 162199.796875
Iteration 148Q: 50 clusters Score -5.891867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25121 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10113 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62505 members 
Mstep: Class 16 contains 54843 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6797 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 43140 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101963 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4281 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6549 members 
Mstep: Class 29 contains 3552 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33498 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2657 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11124 members 
Mstep: Class 43 contains 15361 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5829 members 
Mstep: Class 46 contains 3655 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918564.000000 Penalty: 162199.796875
Iteration 149Q: 50 clusters Score -5.891856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25120 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 62505 members 
Mstep: Class 16 contains 54842 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6808 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43127 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101958 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6548 members 
Mstep: Class 29 contains 3553 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5905 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2658 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11122 members 
Mstep: Class 43 contains 15369 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5830 members 
Mstep: Class 46 contains 3655 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918612.000000 Penalty: 162199.796875
Iteration 150Q: 50 clusters Score -5.891861e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 14882 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 62503 members 
Mstep: Class 16 contains 54842 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43110 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101955 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 3553 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2661 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11120 members 
Mstep: Class 43 contains 15374 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5831 members 
Mstep: Class 46 contains 3655 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918600.000000 Penalty: 162199.796875
Iteration 151Q: 50 clusters Score -5.89186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25119 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62500 members 
Mstep: Class 16 contains 54842 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 43094 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101950 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 3553 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28707 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11117 members 
Mstep: Class 43 contains 15378 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5832 members 
Mstep: Class 46 contains 3655 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918668.000000 Penalty: 162199.796875
Iteration 152Q: 50 clusters Score -5.891867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25117 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62500 members 
Mstep: Class 16 contains 54841 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 43074 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101948 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 3554 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5905 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14081 members 
Mstep: Class 40 contains 28708 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11118 members 
Mstep: Class 43 contains 15383 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5832 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1812 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918692.000000 Penalty: 162199.796875
Iteration 153Q: 50 clusters Score -5.891869e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62499 members 
Mstep: Class 16 contains 54839 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6853 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 43060 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101946 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 3555 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14081 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11118 members 
Mstep: Class 43 contains 15387 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5832 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1813 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918676.000000 Penalty: 162199.796875
Iteration 154Q: 50 clusters Score -5.891868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62499 members 
Mstep: Class 16 contains 54838 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 43044 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3557 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11117 members 
Mstep: Class 43 contains 15391 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5833 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918660.000000 Penalty: 162199.796875
Iteration 155Q: 50 clusters Score -5.891866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62498 members 
Mstep: Class 16 contains 54838 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 43033 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3557 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11116 members 
Mstep: Class 43 contains 15395 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5834 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918708.000000 Penalty: 162199.796875
Iteration 156Q: 50 clusters Score -5.891871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 14889 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 11227 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62497 members 
Mstep: Class 16 contains 54838 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 43015 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28710 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 15398 members 
Mstep: Class 44 contains 5488 members 
Mstep: Class 45 contains 5837 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918708.000000 Penalty: 162199.796875
Iteration 157Q: 50 clusters Score -5.891871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62496 members 
Mstep: Class 16 contains 54837 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 42999 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28710 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 15399 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918640.000000 Penalty: 162199.796875
Iteration 158Q: 50 clusters Score -5.891864e+07 nChanged 36
Entering ConstructFrom: 
Score: -58918640.000000 Penalty: 162199.796875
Entering ConstructFrom: 
Trying to split cluster 1 (23658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Entering Unmasked Estep 
Score: -2343996.750000 Penalty: 2497.721191
	Iteration 0F: 2 clusters Score -2343997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2327588.750000 Penalty: 4995.442383
	Iteration 0F: 3 clusters Score -2327589 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2333246.750000 Penalty: 4995.442383
	Iteration 1F: 3 clusters Score -2333247 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2333676.250000 Penalty: 4995.442383
	Iteration 2F: 3 clusters Score -2333676 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2334117.000000 Penalty: 4995.442383
	Iteration 3Q: 3 clusters Score -2334117 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2334706.750000 Penalty: 4995.442383
	Iteration 4F: 3 clusters Score -2334707 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2335515.750000 Penalty: 4995.442383
	Iteration 5F: 3 clusters Score -2335516 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2336720.500000 Penalty: 4995.442383
	Iteration 6F: 3 clusters Score -2336720 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2338194.750000 Penalty: 4995.442383
	Iteration 7F: 3 clusters Score -2338195 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2339591.500000 Penalty: 4995.442383
	Iteration 8F: 3 clusters Score -2339592 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2340513.250000 Penalty: 4995.442383
	Iteration 9Q: 3 clusters Score -2340513 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2341058.250000 Penalty: 4995.442383
	Iteration 10Q: 3 clusters Score -2341058 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2341353.250000 Penalty: 4995.442383
	Iteration 11Q: 3 clusters Score -2341353 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2341515.000000 Penalty: 4995.442383
	Iteration 12Q: 3 clusters Score -2341515 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2341618.750000 Penalty: 4995.442383
	Iteration 13Q: 3 clusters Score -2341619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2341695.000000 Penalty: 4995.442383
	Iteration 14Q: 3 clusters Score -2341695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2341731.000000 Penalty: 4995.442383
	Iteration 15Q: 3 clusters Score -2341731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2341747.500000 Penalty: 4995.442383
	Iteration 16Q: 3 clusters Score -2341748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2341771.000000 Penalty: 4995.442383
	Iteration 17Q: 3 clusters Score -2341771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2341782.750000 Penalty: 4995.442383
	Iteration 18Q: 3 clusters Score -2341783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2341792.750000 Penalty: 4995.442383
	Iteration 19Q: 3 clusters Score -2341793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2341797.250000 Penalty: 4995.442383
	Iteration 20F: 3 clusters Score -2341797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2341801.500000 Penalty: 4995.442383
	Iteration 21Q: 3 clusters Score -2341802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2341813.000000 Penalty: 4995.442383
	Iteration 22Q: 3 clusters Score -2341813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2341819.000000 Penalty: 4995.442383
	Iteration 23Q: 3 clusters Score -2341819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2341825.750000 Penalty: 4995.442383
	Iteration 24Q: 3 clusters Score -2341826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2341827.250000 Penalty: 4995.442383
	Iteration 25Q: 3 clusters Score -2341827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2341830.250000 Penalty: 4995.442383
	Iteration 26Q: 3 clusters Score -2341830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2341829.000000 Penalty: 4995.442383
	Iteration 27Q: 3 clusters Score -2341829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2341832.750000 Penalty: 4995.442383
	Iteration 28Q: 3 clusters Score -2341833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2341839.500000 Penalty: 4995.442383
	Iteration 29Q: 3 clusters Score -2341840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2341839.500000 Penalty: 4995.442383
	Iteration 30Q: 3 clusters Score -2341840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2341840.750000 Penalty: 4995.442383
	Iteration 31Q: 3 clusters Score -2341841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2341847.750000 Penalty: 4995.442383
	Iteration 32Q: 3 clusters Score -2341848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2341849.000000 Penalty: 4995.442383
	Iteration 33Q: 3 clusters Score -2341849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2341853.000000 Penalty: 4995.442383
	Iteration 34Q: 3 clusters Score -2341853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2341856.000000 Penalty: 4995.442383
	Iteration 35Q: 3 clusters Score -2341856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2341860.500000 Penalty: 4995.442383
	Iteration 36Q: 3 clusters Score -2341860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2341862.000000 Penalty: 4995.442383
	Iteration 37Q: 3 clusters Score -2341862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2341864.000000 Penalty: 4995.442383
	Iteration 38Q: 3 clusters Score -2341864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2341867.500000 Penalty: 4995.442383
	Iteration 39Q: 3 clusters Score -2341868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2341871.250000 Penalty: 4995.442383
	Iteration 40F: 3 clusters Score -2341871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2341867.000000 Penalty: 4995.442383
	Iteration 41Q: 3 clusters Score -2341867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2341875.500000 Penalty: 4995.442383
	Iteration 42Q: 3 clusters Score -2341876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2341877.250000 Penalty: 4995.442383
	Iteration 43Q: 3 clusters Score -2341877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2341878.000000 Penalty: 4995.442383
	Iteration 44Q: 3 clusters Score -2341878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2341878.000000 Penalty: 4995.442383
	Iteration 45Q: 3 clusters Score -2341878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2341880.500000 Penalty: 4995.442383
	Iteration 46Q: 3 clusters Score -2341880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2341880.750000 Penalty: 4995.442383
	Iteration 47Q: 3 clusters Score -2341881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2341883.750000 Penalty: 4995.442383
	Iteration 48Q: 3 clusters Score -2341884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2341883.750000 Penalty: 4995.442383
	Iteration 49F: 3 clusters Score -2341884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Entering Unmasked Estep 
Score: -1067043.125000 Penalty: 2323.884277
	Iteration 0F: 2 clusters Score -1067043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1058331.125000 Penalty: 4647.768555
	Iteration 0F: 3 clusters Score -1058331 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1061044.500000 Penalty: 4647.768555
	Iteration 1F: 3 clusters Score -1061044 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1061478.625000 Penalty: 4647.768555
	Iteration 2F: 3 clusters Score -1061479 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1061864.625000 Penalty: 4647.768555
	Iteration 3F: 3 clusters Score -1061865 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1062225.750000 Penalty: 4647.768555
	Iteration 4F: 3 clusters Score -1062226 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1062577.625000 Penalty: 4647.768555
	Iteration 5Q: 3 clusters Score -1062578 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1062960.625000 Penalty: 4647.768555
	Iteration 6Q: 3 clusters Score -1062961 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1063309.125000 Penalty: 4647.768555
	Iteration 7Q: 3 clusters Score -1063309 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1063614.500000 Penalty: 4647.768555
	Iteration 8Q: 3 clusters Score -1063614 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1063908.250000 Penalty: 4647.768555
	Iteration 9Q: 3 clusters Score -1063908 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1064137.000000 Penalty: 4647.768555
	Iteration 10Q: 3 clusters Score -1064137 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1064309.500000 Penalty: 4647.768555
	Iteration 11Q: 3 clusters Score -1064310 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1064441.250000 Penalty: 4647.768555
	Iteration 12Q: 3 clusters Score -1064441 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1064535.875000 Penalty: 4647.768555
	Iteration 13Q: 3 clusters Score -1064536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1064602.750000 Penalty: 4647.768555
	Iteration 14Q: 3 clusters Score -1064603 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1064664.875000 Penalty: 4647.768555
	Iteration 15Q: 3 clusters Score -1064665 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1064710.875000 Penalty: 4647.768555
	Iteration 16Q: 3 clusters Score -1064711 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1064755.000000 Penalty: 4647.768555
	Iteration 17Q: 3 clusters Score -1064755 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1064799.250000 Penalty: 4647.768555
	Iteration 18Q: 3 clusters Score -1064799 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1064840.625000 Penalty: 4647.768555
	Iteration 19Q: 3 clusters Score -1064841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1064872.375000 Penalty: 4647.768555
	Iteration 20F: 3 clusters Score -1064872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1064897.625000 Penalty: 4647.768555
	Iteration 21Q: 3 clusters Score -1064898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1064920.250000 Penalty: 4647.768555
	Iteration 22Q: 3 clusters Score -1064920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1064940.375000 Penalty: 4647.768555
	Iteration 23Q: 3 clusters Score -1064940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1064957.625000 Penalty: 4647.768555
	Iteration 24Q: 3 clusters Score -1064958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1064967.625000 Penalty: 4647.768555
	Iteration 25Q: 3 clusters Score -1064968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1064980.625000 Penalty: 4647.768555
	Iteration 26Q: 3 clusters Score -1064981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1064993.625000 Penalty: 4647.768555
	Iteration 27Q: 3 clusters Score -1064994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1065011.250000 Penalty: 4647.768555
	Iteration 28Q: 3 clusters Score -1065011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1065029.375000 Penalty: 4647.768555
	Iteration 29Q: 3 clusters Score -1065029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1065038.625000 Penalty: 4647.768555
	Iteration 30Q: 3 clusters Score -1065039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1065052.875000 Penalty: 4647.768555
	Iteration 31Q: 3 clusters Score -1065053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1065068.250000 Penalty: 4647.768555
	Iteration 32Q: 3 clusters Score -1065068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1065080.500000 Penalty: 4647.768555
	Iteration 33Q: 3 clusters Score -1065080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1065092.125000 Penalty: 4647.768555
	Iteration 34Q: 3 clusters Score -1065092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1065110.500000 Penalty: 4647.768555
	Iteration 35Q: 3 clusters Score -1065110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1065122.750000 Penalty: 4647.768555
	Iteration 36Q: 3 clusters Score -1065123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1065141.000000 Penalty: 4647.768555
	Iteration 37Q: 3 clusters Score -1065141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1065157.750000 Penalty: 4647.768555
	Iteration 38Q: 3 clusters Score -1065158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1065172.000000 Penalty: 4647.768555
	Iteration 39Q: 3 clusters Score -1065172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1065188.375000 Penalty: 4647.768555
	Iteration 40F: 3 clusters Score -1065188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1065205.250000 Penalty: 4647.768555
	Iteration 41Q: 3 clusters Score -1065205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1065224.500000 Penalty: 4647.768555
	Iteration 42Q: 3 clusters Score -1065224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1065238.250000 Penalty: 4647.768555
	Iteration 43Q: 3 clusters Score -1065238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1065250.750000 Penalty: 4647.768555
	Iteration 44Q: 3 clusters Score -1065251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1065255.750000 Penalty: 4647.768555
	Iteration 45Q: 3 clusters Score -1065256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1065263.375000 Penalty: 4647.768555
	Iteration 46Q: 3 clusters Score -1065263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1065271.000000 Penalty: 4647.768555
	Iteration 47Q: 3 clusters Score -1065271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1065280.375000 Penalty: 4647.768555
	Iteration 48Q: 3 clusters Score -1065280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1065290.500000 Penalty: 4647.768555
	Iteration 49Q: 3 clusters Score -1065290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1065299.250000 Penalty: 4647.768555
	Iteration 50Q: 3 clusters Score -1065299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1065309.750000 Penalty: 4647.768555
	Iteration 51Q: 3 clusters Score -1065310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1065319.625000 Penalty: 4647.768555
	Iteration 52Q: 3 clusters Score -1065320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1065327.625000 Penalty: 4647.768555
	Iteration 53Q: 3 clusters Score -1065328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1065333.125000 Penalty: 4647.768555
	Iteration 54Q: 3 clusters Score -1065333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1065342.500000 Penalty: 4647.768555
	Iteration 55Q: 3 clusters Score -1065342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1065346.250000 Penalty: 4647.768555
	Iteration 56Q: 3 clusters Score -1065346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1065349.375000 Penalty: 4647.768555
	Iteration 57Q: 3 clusters Score -1065349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1065355.750000 Penalty: 4647.768555
	Iteration 58Q: 3 clusters Score -1065356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1065364.625000 Penalty: 4647.768555
	Iteration 59Q: 3 clusters Score -1065365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1065369.000000 Penalty: 4647.768555
	Iteration 60F: 3 clusters Score -1065369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1065377.000000 Penalty: 4647.768555
	Iteration 61Q: 3 clusters Score -1065377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1065377.125000 Penalty: 4647.768555
	Iteration 62Q: 3 clusters Score -1065377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1065385.875000 Penalty: 4647.768555
	Iteration 63Q: 3 clusters Score -1065386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1065390.500000 Penalty: 4647.768555
	Iteration 64Q: 3 clusters Score -1065390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1065389.625000 Penalty: 4647.768555
	Iteration 65Q: 3 clusters Score -1065390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1065393.375000 Penalty: 4647.768555
	Iteration 66Q: 3 clusters Score -1065393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1065394.125000 Penalty: 4647.768555
	Iteration 67Q: 3 clusters Score -1065394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1065395.875000 Penalty: 4647.768555
	Iteration 68Q: 3 clusters Score -1065396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1065398.250000 Penalty: 4647.768555
	Iteration 69Q: 3 clusters Score -1065398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1065397.125000 Penalty: 4647.768555
	Iteration 70Q: 3 clusters Score -1065397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1065398.875000 Penalty: 4647.768555
	Iteration 71Q: 3 clusters Score -1065399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1065401.750000 Penalty: 4647.768555
	Iteration 72Q: 3 clusters Score -1065402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1065401.750000 Penalty: 4647.768555
	Iteration 73Q: 3 clusters Score -1065402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1065402.750000 Penalty: 4647.768555
	Iteration 74Q: 3 clusters Score -1065403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1065405.125000 Penalty: 4647.768555
	Iteration 75Q: 3 clusters Score -1065405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1065410.375000 Penalty: 4647.768555
	Iteration 76Q: 3 clusters Score -1065410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1065411.375000 Penalty: 4647.768555
	Iteration 77Q: 3 clusters Score -1065411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1065413.625000 Penalty: 4647.768555
	Iteration 78Q: 3 clusters Score -1065414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1065415.875000 Penalty: 4647.768555
	Iteration 79Q: 3 clusters Score -1065416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1065418.000000 Penalty: 4647.768555
	Iteration 80F: 3 clusters Score -1065418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1065419.875000 Penalty: 4647.768555
	Iteration 81Q: 3 clusters Score -1065420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1065421.000000 Penalty: 4647.768555
	Iteration 82Q: 3 clusters Score -1065421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1065421.000000 Penalty: 4647.768555
	Iteration 83Q: 3 clusters Score -1065421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1065422.875000 Penalty: 4647.768555
	Iteration 84Q: 3 clusters Score -1065423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1065421.875000 Penalty: 4647.768555
	Iteration 85Q: 3 clusters Score -1065422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1065426.500000 Penalty: 4647.768555
	Iteration 86Q: 3 clusters Score -1065426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1065425.750000 Penalty: 4647.768555
	Iteration 87Q: 3 clusters Score -1065426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1065428.375000 Penalty: 4647.768555
	Iteration 88Q: 3 clusters Score -1065428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1065427.500000 Penalty: 4647.768555
	Iteration 89Q: 3 clusters Score -1065428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1065429.125000 Penalty: 4647.768555
	Iteration 90Q: 3 clusters Score -1065429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1065432.750000 Penalty: 4647.768555
	Iteration 91Q: 3 clusters Score -1065433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1065435.375000 Penalty: 4647.768555
	Iteration 92Q: 3 clusters Score -1065435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1065435.125000 Penalty: 4647.768555
	Iteration 93Q: 3 clusters Score -1065435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1065438.500000 Penalty: 4647.768555
	Iteration 94Q: 3 clusters Score -1065438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1065439.375000 Penalty: 4647.768555
	Iteration 95Q: 3 clusters Score -1065439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1065440.000000 Penalty: 4647.768555
	Iteration 96Q: 3 clusters Score -1065440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1065440.250000 Penalty: 4647.768555
	Iteration 97Q: 3 clusters Score -1065440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1065442.250000 Penalty: 4647.768555
	Iteration 98Q: 3 clusters Score -1065442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1065441.250000 Penalty: 4647.768555
	Iteration 99Q: 3 clusters Score -1065441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1065443.500000 Penalty: 4647.768555
	Iteration 100F: 3 clusters Score -1065444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1065442.625000 Penalty: 4647.768555
	Iteration 101Q: 3 clusters Score -1065443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1065440.625000 Penalty: 4647.768555
	Iteration 102Q: 3 clusters Score -1065441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1065441.000000 Penalty: 4647.768555
	Iteration 103Q: 3 clusters Score -1065441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1065443.375000 Penalty: 4647.768555
	Iteration 104Q: 3 clusters Score -1065443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1065445.750000 Penalty: 4647.768555
	Iteration 105Q: 3 clusters Score -1065446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1065444.375000 Penalty: 4647.768555
	Iteration 106Q: 3 clusters Score -1065444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1065446.125000 Penalty: 4647.768555
	Iteration 107Q: 3 clusters Score -1065446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1065446.875000 Penalty: 4647.768555
	Iteration 108Q: 3 clusters Score -1065447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1065449.375000 Penalty: 4647.768555
	Iteration 109Q: 3 clusters Score -1065449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1065448.625000 Penalty: 4647.768555
	Iteration 110Q: 3 clusters Score -1065449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1065449.375000 Penalty: 4647.768555
	Iteration 111Q: 3 clusters Score -1065449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1065451.375000 Penalty: 4647.768555
	Iteration 112Q: 3 clusters Score -1065451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1065450.750000 Penalty: 4647.768555
	Iteration 113Q: 3 clusters Score -1065451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1065450.750000 Penalty: 4647.768555
	Iteration 114F: 3 clusters Score -1065451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1488502.000000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1488502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1477719.625000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1477720 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1481091.625000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1481092 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1481440.000000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1481440 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1481723.250000 Penalty: 4765.855469
	Iteration 3F: 3 clusters Score -1481723 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1481977.375000 Penalty: 4765.855469
	Iteration 4Q: 3 clusters Score -1481977 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1482218.375000 Penalty: 4765.855469
	Iteration 5Q: 3 clusters Score -1482218 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1482442.125000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -1482442 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1482701.875000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -1482702 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1482984.875000 Penalty: 4765.855469
	Iteration 8Q: 3 clusters Score -1482985 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1483280.625000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1483281 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1483583.000000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1483583 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1483873.250000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1483873 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1484144.000000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1484144 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1484350.625000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1484351 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1484509.125000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1484509 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1484643.625000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1484644 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1484744.250000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1484744 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1484829.750000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1484830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1484908.250000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1484908 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1484976.125000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1484976 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1485054.750000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1485055 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1485118.500000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1485118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1485187.375000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1485187 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1485264.250000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1485264 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1485344.375000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1485344 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1485411.125000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1485411 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1485475.750000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1485476 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1485542.500000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1485542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1485603.000000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1485603 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1485668.625000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1485669 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1485717.250000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1485717 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1485780.500000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1485780 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1485848.500000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1485848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1485921.000000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1485921 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1485982.375000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1485982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1486038.125000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1486038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1486087.125000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1486087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1486141.750000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1486142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1486188.125000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1486188 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1486235.125000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1486235 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1486283.625000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1486284 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1486322.750000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1486323 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1486359.500000 Penalty: 4765.855469
	Iteration 42Q: 3 clusters Score -1486360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1486377.375000 Penalty: 4765.855469
	Iteration 43Q: 3 clusters Score -1486377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1486398.875000 Penalty: 4765.855469
	Iteration 44Q: 3 clusters Score -1486399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1486417.000000 Penalty: 4765.855469
	Iteration 45Q: 3 clusters Score -1486417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1486436.750000 Penalty: 4765.855469
	Iteration 46Q: 3 clusters Score -1486437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1486461.250000 Penalty: 4765.855469
	Iteration 47Q: 3 clusters Score -1486461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1486485.875000 Penalty: 4765.855469
	Iteration 48Q: 3 clusters Score -1486486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1486503.250000 Penalty: 4765.855469
	Iteration 49Q: 3 clusters Score -1486503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1486513.375000 Penalty: 4765.855469
	Iteration 50Q: 3 clusters Score -1486513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1486524.375000 Penalty: 4765.855469
	Iteration 51Q: 3 clusters Score -1486524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1486527.250000 Penalty: 4765.855469
	Iteration 52Q: 3 clusters Score -1486527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1486528.375000 Penalty: 4765.855469
	Iteration 53Q: 3 clusters Score -1486528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1486529.875000 Penalty: 4765.855469
	Iteration 54Q: 3 clusters Score -1486530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1486528.500000 Penalty: 4765.855469
	Iteration 55Q: 3 clusters Score -1486528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1486530.875000 Penalty: 4765.855469
	Iteration 56Q: 3 clusters Score -1486531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1486532.625000 Penalty: 4765.855469
	Iteration 57Q: 3 clusters Score -1486533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1486536.250000 Penalty: 4765.855469
	Iteration 58Q: 3 clusters Score -1486536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1486537.375000 Penalty: 4765.855469
	Iteration 59Q: 3 clusters Score -1486537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1486539.625000 Penalty: 4765.855469
	Iteration 60F: 3 clusters Score -1486540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1486545.375000 Penalty: 4765.855469
	Iteration 61Q: 3 clusters Score -1486545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1486547.750000 Penalty: 4765.855469
	Iteration 62Q: 3 clusters Score -1486548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1486550.625000 Penalty: 4765.855469
	Iteration 63Q: 3 clusters Score -1486551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1486554.125000 Penalty: 4765.855469
	Iteration 64Q: 3 clusters Score -1486554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1486557.125000 Penalty: 4765.855469
	Iteration 65Q: 3 clusters Score -1486557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1486562.750000 Penalty: 4765.855469
	Iteration 66Q: 3 clusters Score -1486563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1486564.875000 Penalty: 4765.855469
	Iteration 67Q: 3 clusters Score -1486565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1486568.875000 Penalty: 4765.855469
	Iteration 68Q: 3 clusters Score -1486569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1486569.375000 Penalty: 4765.855469
	Iteration 69Q: 3 clusters Score -1486569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1486569.750000 Penalty: 4765.855469
	Iteration 70Q: 3 clusters Score -1486570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1486573.125000 Penalty: 4765.855469
	Iteration 71Q: 3 clusters Score -1486573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1486570.875000 Penalty: 4765.855469
	Iteration 72Q: 3 clusters Score -1486571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1486574.250000 Penalty: 4765.855469
	Iteration 73Q: 3 clusters Score -1486574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1486578.500000 Penalty: 4765.855469
	Iteration 74Q: 3 clusters Score -1486578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1486581.750000 Penalty: 4765.855469
	Iteration 75Q: 3 clusters Score -1486582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1486584.500000 Penalty: 4765.855469
	Iteration 76Q: 3 clusters Score -1486584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1486586.125000 Penalty: 4765.855469
	Iteration 77Q: 3 clusters Score -1486586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1486589.000000 Penalty: 4765.855469
	Iteration 78Q: 3 clusters Score -1486589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1486588.375000 Penalty: 4765.855469
	Iteration 79Q: 3 clusters Score -1486588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1486587.125000 Penalty: 4765.855469
	Iteration 80F: 3 clusters Score -1486587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1486591.000000 Penalty: 4765.855469
	Iteration 81Q: 3 clusters Score -1486591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1486593.625000 Penalty: 4765.855469
	Iteration 82Q: 3 clusters Score -1486594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1486594.375000 Penalty: 4765.855469
	Iteration 83Q: 3 clusters Score -1486594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1486595.750000 Penalty: 4765.855469
	Iteration 84Q: 3 clusters Score -1486596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1486597.875000 Penalty: 4765.855469
	Iteration 85Q: 3 clusters Score -1486598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1486598.500000 Penalty: 4765.855469
	Iteration 86Q: 3 clusters Score -1486598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1486601.000000 Penalty: 4765.855469
	Iteration 87Q: 3 clusters Score -1486601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1486600.375000 Penalty: 4765.855469
	Iteration 88Q: 3 clusters Score -1486600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1486601.875000 Penalty: 4765.855469
	Iteration 89Q: 3 clusters Score -1486602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1486602.375000 Penalty: 4765.855469
	Iteration 90Q: 3 clusters Score -1486602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1486601.500000 Penalty: 4765.855469
	Iteration 91Q: 3 clusters Score -1486602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1486601.500000 Penalty: 4765.855469
	Iteration 92F: 3 clusters Score -1486602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -559538.437500 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -559538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -554715.937500 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -554715.9 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -555862.500000 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -555862.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -556047.625000 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -556047.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -556150.437500 Penalty: 4272.612793
	Iteration 3Q: 3 clusters Score -556150.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -556211.625000 Penalty: 4272.612793
	Iteration 4Q: 3 clusters Score -556211.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -556265.625000 Penalty: 4272.612793
	Iteration 5Q: 3 clusters Score -556265.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -556318.187500 Penalty: 4272.612793
	Iteration 6Q: 3 clusters Score -556318.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -556362.062500 Penalty: 4272.612793
	Iteration 7Q: 3 clusters Score -556362.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -556396.500000 Penalty: 4272.612793
	Iteration 8Q: 3 clusters Score -556396.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -556423.312500 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -556423.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -556439.375000 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -556439.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -556451.312500 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -556451.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -556459.937500 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -556459.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -556468.437500 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -556468.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -556477.375000 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -556477.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -556486.937500 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -556486.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -556496.250000 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -556496.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -556504.250000 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -556504.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -556511.812500 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -556511.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -556522.625000 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -556522.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -556532.500000 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -556532.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -556545.437500 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -556545.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -556563.250000 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -556563.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -556582.125000 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -556582.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -556602.437500 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -556602.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -556625.187500 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -556625.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -556648.000000 Penalty: 4272.612793
	Iteration 26Q: 3 clusters Score -556648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -556667.875000 Penalty: 4272.612793
	Iteration 27Q: 3 clusters Score -556667.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -556689.687500 Penalty: 4272.612793
	Iteration 28Q: 3 clusters Score -556689.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -556705.312500 Penalty: 4272.612793
	Iteration 29Q: 3 clusters Score -556705.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -556728.125000 Penalty: 4272.612793
	Iteration 30Q: 3 clusters Score -556728.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -556748.875000 Penalty: 4272.612793
	Iteration 31Q: 3 clusters Score -556748.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -556774.937500 Penalty: 4272.612793
	Iteration 32Q: 3 clusters Score -556774.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -556813.125000 Penalty: 4272.612793
	Iteration 33Q: 3 clusters Score -556813.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -556872.625000 Penalty: 4272.612793
	Iteration 34Q: 3 clusters Score -556872.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -556936.062500 Penalty: 4272.612793
	Iteration 35Q: 3 clusters Score -556936.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -556999.312500 Penalty: 4272.612793
	Iteration 36Q: 3 clusters Score -556999.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -557063.312500 Penalty: 4272.612793
	Iteration 37Q: 3 clusters Score -557063.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -557129.562500 Penalty: 4272.612793
	Iteration 38Q: 3 clusters Score -557129.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -557195.000000 Penalty: 4272.612793
	Iteration 39Q: 3 clusters Score -557195 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -557260.812500 Penalty: 4272.612793
	Iteration 40F: 3 clusters Score -557260.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -557309.187500 Penalty: 4272.612793
	Iteration 41Q: 3 clusters Score -557309.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -557353.062500 Penalty: 4272.612793
	Iteration 42Q: 3 clusters Score -557353.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -557392.125000 Penalty: 4272.612793
	Iteration 43Q: 3 clusters Score -557392.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -557423.125000 Penalty: 4272.612793
	Iteration 44Q: 3 clusters Score -557423.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -557454.375000 Penalty: 4272.612793
	Iteration 45Q: 3 clusters Score -557454.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -557485.937500 Penalty: 4272.612793
	Iteration 46Q: 3 clusters Score -557485.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -557517.125000 Penalty: 4272.612793
	Iteration 47Q: 3 clusters Score -557517.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -557544.062500 Penalty: 4272.612793
	Iteration 48Q: 3 clusters Score -557544.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -557560.812500 Penalty: 4272.612793
	Iteration 49Q: 3 clusters Score -557560.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -557571.937500 Penalty: 4272.612793
	Iteration 50Q: 3 clusters Score -557571.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -557585.000000 Penalty: 4272.612793
	Iteration 51Q: 3 clusters Score -557585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -557593.187500 Penalty: 4272.612793
	Iteration 52Q: 3 clusters Score -557593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -557598.750000 Penalty: 4272.612793
	Iteration 53Q: 3 clusters Score -557598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -557605.062500 Penalty: 4272.612793
	Iteration 54Q: 3 clusters Score -557605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -557609.437500 Penalty: 4272.612793
	Iteration 55Q: 3 clusters Score -557609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -557612.500000 Penalty: 4272.612793
	Iteration 56Q: 3 clusters Score -557612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -557618.437500 Penalty: 4272.612793
	Iteration 57Q: 3 clusters Score -557618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -557622.875000 Penalty: 4272.612793
	Iteration 58Q: 3 clusters Score -557622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -557628.625000 Penalty: 4272.612793
	Iteration 59Q: 3 clusters Score -557628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -557632.687500 Penalty: 4272.612793
	Iteration 60F: 3 clusters Score -557632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -557637.812500 Penalty: 4272.612793
	Iteration 61Q: 3 clusters Score -557637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -557644.375000 Penalty: 4272.612793
	Iteration 62Q: 3 clusters Score -557644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -557650.125000 Penalty: 4272.612793
	Iteration 63Q: 3 clusters Score -557650.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -557655.500000 Penalty: 4272.612793
	Iteration 64Q: 3 clusters Score -557655.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -557656.750000 Penalty: 4272.612793
	Iteration 65Q: 3 clusters Score -557656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -557659.187500 Penalty: 4272.612793
	Iteration 66Q: 3 clusters Score -557659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -557660.250000 Penalty: 4272.612793
	Iteration 67Q: 3 clusters Score -557660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -557661.687500 Penalty: 4272.612793
	Iteration 68Q: 3 clusters Score -557661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -557661.687500 Penalty: 4272.612793
	Iteration 69F: 3 clusters Score -557661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -567621.250000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -567621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -562384.687500 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -562384.7 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -563706.250000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -563706.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -563994.250000 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -563994.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -564160.750000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -564160.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -564288.000000 Penalty: 4330.262207
	Iteration 4Q: 3 clusters Score -564288 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -564405.062500 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -564405.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -564506.875000 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -564506.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -564595.312500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -564595.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -564688.875000 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -564688.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -564770.062500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -564770.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -564865.812500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -564865.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -564971.000000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -564971 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -565071.125000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -565071.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -565188.312500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -565188.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -565301.312500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -565301.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -565416.625000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -565416.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -565518.812500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -565518.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -565603.875000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -565603.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -565673.062500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -565673.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -565738.500000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -565738.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -565781.500000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -565781.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -565815.687500 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -565815.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -565848.187500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -565848.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -565888.187500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -565888.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -565923.875000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -565923.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -565950.687500 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -565950.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -565978.125000 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -565978.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -566009.750000 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -566009.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -566036.937500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -566036.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -566062.500000 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -566062.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -566077.500000 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -566077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -566087.437500 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -566087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -566095.625000 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -566095.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -566106.625000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -566106.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -566122.437500 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -566122.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -566135.812500 Penalty: 4330.262207
	Iteration 35Q: 3 clusters Score -566135.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -566144.562500 Penalty: 4330.262207
	Iteration 36Q: 3 clusters Score -566144.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -566154.937500 Penalty: 4330.262207
	Iteration 37Q: 3 clusters Score -566154.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -566165.500000 Penalty: 4330.262207
	Iteration 38Q: 3 clusters Score -566165.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -566177.125000 Penalty: 4330.262207
	Iteration 39Q: 3 clusters Score -566177.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -566190.500000 Penalty: 4330.262207
	Iteration 40F: 3 clusters Score -566190.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -566197.375000 Penalty: 4330.262207
	Iteration 41Q: 3 clusters Score -566197.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -566203.437500 Penalty: 4330.262207
	Iteration 42Q: 3 clusters Score -566203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -566214.375000 Penalty: 4330.262207
	Iteration 43Q: 3 clusters Score -566214.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -566224.062500 Penalty: 4330.262207
	Iteration 44Q: 3 clusters Score -566224.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -566233.125000 Penalty: 4330.262207
	Iteration 45Q: 3 clusters Score -566233.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -566241.937500 Penalty: 4330.262207
	Iteration 46Q: 3 clusters Score -566241.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -566247.937500 Penalty: 4330.262207
	Iteration 47Q: 3 clusters Score -566247.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -566253.062500 Penalty: 4330.262207
	Iteration 48Q: 3 clusters Score -566253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -566258.625000 Penalty: 4330.262207
	Iteration 49Q: 3 clusters Score -566258.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -566260.687500 Penalty: 4330.262207
	Iteration 50Q: 3 clusters Score -566260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -566264.250000 Penalty: 4330.262207
	Iteration 51Q: 3 clusters Score -566264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -566266.375000 Penalty: 4330.262207
	Iteration 52Q: 3 clusters Score -566266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -566269.500000 Penalty: 4330.262207
	Iteration 53Q: 3 clusters Score -566269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -566269.437500 Penalty: 4330.262207
	Iteration 54Q: 3 clusters Score -566269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -566272.562500 Penalty: 4330.262207
	Iteration 55Q: 3 clusters Score -566272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -566272.875000 Penalty: 4330.262207
	Iteration 56Q: 3 clusters Score -566272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -566275.125000 Penalty: 4330.262207
	Iteration 57Q: 3 clusters Score -566275.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -566274.875000 Penalty: 4330.262207
	Iteration 58Q: 3 clusters Score -566274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -566275.750000 Penalty: 4330.262207
	Iteration 59Q: 3 clusters Score -566275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -566277.375000 Penalty: 4330.262207
	Iteration 60F: 3 clusters Score -566277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -566277.125000 Penalty: 4330.262207
	Iteration 61Q: 3 clusters Score -566277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -566277.187500 Penalty: 4330.262207
	Iteration 62Q: 3 clusters Score -566277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -566278.125000 Penalty: 4330.262207
	Iteration 63Q: 3 clusters Score -566278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -566277.875000 Penalty: 4330.262207
	Iteration 64Q: 3 clusters Score -566277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -566278.250000 Penalty: 4330.262207
	Iteration 65Q: 3 clusters Score -566278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -566278.625000 Penalty: 4330.262207
	Iteration 66Q: 3 clusters Score -566278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -566278.250000 Penalty: 4330.262207
	Iteration 67Q: 3 clusters Score -566278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -566278.062500 Penalty: 4330.262207
	Iteration 68Q: 3 clusters Score -566278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -566278.062500 Penalty: 4330.262207
	Iteration 69F: 3 clusters Score -566278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Entering Unmasked Estep 
Score: -2440036.500000 Penalty: 2512.572266
	Iteration 0F: 2 clusters Score -2440036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2422664.250000 Penalty: 5025.144531
	Iteration 0F: 3 clusters Score -2422664 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2428949.250000 Penalty: 5025.144531
	Iteration 1F: 3 clusters Score -2428949 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2429593.500000 Penalty: 5025.144531
	Iteration 2F: 3 clusters Score -2429594 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2430268.500000 Penalty: 5025.144531
	Iteration 3F: 3 clusters Score -2430268 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2431059.250000 Penalty: 5025.144531
	Iteration 4F: 3 clusters Score -2431059 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2432000.500000 Penalty: 5025.144531
	Iteration 5F: 3 clusters Score -2432000 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2432950.250000 Penalty: 5025.144531
	Iteration 6F: 3 clusters Score -2432950 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2433833.750000 Penalty: 5025.144531
	Iteration 7F: 3 clusters Score -2433834 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2434706.250000 Penalty: 5025.144531
	Iteration 8F: 3 clusters Score -2434706 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2435468.000000 Penalty: 5025.144531
	Iteration 9Q: 3 clusters Score -2435468 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2436087.500000 Penalty: 5025.144531
	Iteration 10Q: 3 clusters Score -2436088 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2436513.250000 Penalty: 5025.144531
	Iteration 11Q: 3 clusters Score -2436513 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2436827.500000 Penalty: 5025.144531
	Iteration 12Q: 3 clusters Score -2436828 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2437039.750000 Penalty: 5025.144531
	Iteration 13Q: 3 clusters Score -2437040 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2437202.750000 Penalty: 5025.144531
	Iteration 14Q: 3 clusters Score -2437203 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2437336.250000 Penalty: 5025.144531
	Iteration 15Q: 3 clusters Score -2437336 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2437432.500000 Penalty: 5025.144531
	Iteration 16Q: 3 clusters Score -2437432 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2437501.250000 Penalty: 5025.144531
	Iteration 17Q: 3 clusters Score -2437501 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2437552.250000 Penalty: 5025.144531
	Iteration 18Q: 3 clusters Score -2437552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2437589.000000 Penalty: 5025.144531
	Iteration 19Q: 3 clusters Score -2437589 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2437613.500000 Penalty: 5025.144531
	Iteration 20F: 3 clusters Score -2437614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2437649.250000 Penalty: 5025.144531
	Iteration 21Q: 3 clusters Score -2437649 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2437676.250000 Penalty: 5025.144531
	Iteration 22Q: 3 clusters Score -2437676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2437685.750000 Penalty: 5025.144531
	Iteration 23Q: 3 clusters Score -2437686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2437692.750000 Penalty: 5025.144531
	Iteration 24Q: 3 clusters Score -2437693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2437701.000000 Penalty: 5025.144531
	Iteration 25Q: 3 clusters Score -2437701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2437716.000000 Penalty: 5025.144531
	Iteration 26Q: 3 clusters Score -2437716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2437723.000000 Penalty: 5025.144531
	Iteration 27Q: 3 clusters Score -2437723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2437727.000000 Penalty: 5025.144531
	Iteration 28Q: 3 clusters Score -2437727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2437732.000000 Penalty: 5025.144531
	Iteration 29Q: 3 clusters Score -2437732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2437730.750000 Penalty: 5025.144531
	Iteration 30Q: 3 clusters Score -2437731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2437733.250000 Penalty: 5025.144531
	Iteration 31Q: 3 clusters Score -2437733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2437736.250000 Penalty: 5025.144531
	Iteration 32Q: 3 clusters Score -2437736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2437737.000000 Penalty: 5025.144531
	Iteration 33Q: 3 clusters Score -2437737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2437733.500000 Penalty: 5025.144531
	Iteration 34Q: 3 clusters Score -2437734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2437728.750000 Penalty: 5025.144531
	Iteration 35Q: 3 clusters Score -2437729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2437727.000000 Penalty: 5025.144531
	Iteration 36Q: 3 clusters Score -2437727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2437730.750000 Penalty: 5025.144531
	Iteration 37Q: 3 clusters Score -2437731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2437729.500000 Penalty: 5025.144531
	Iteration 38Q: 3 clusters Score -2437730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2437728.500000 Penalty: 5025.144531
	Iteration 39Q: 3 clusters Score -2437728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2437731.000000 Penalty: 5025.144531
	Iteration 40F: 3 clusters Score -2437731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2437737.000000 Penalty: 5025.144531
	Iteration 41Q: 3 clusters Score -2437737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2437732.000000 Penalty: 5025.144531
	Iteration 42Q: 3 clusters Score -2437732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2437733.000000 Penalty: 5025.144531
	Iteration 43Q: 3 clusters Score -2437733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2437735.000000 Penalty: 5025.144531
	Iteration 44Q: 3 clusters Score -2437735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2437737.250000 Penalty: 5025.144531
	Iteration 45Q: 3 clusters Score -2437737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2437737.250000 Penalty: 5025.144531
	Iteration 46Q: 3 clusters Score -2437737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2437738.250000 Penalty: 5025.144531
	Iteration 47Q: 3 clusters Score -2437738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2437741.250000 Penalty: 5025.144531
	Iteration 48Q: 3 clusters Score -2437741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2437745.750000 Penalty: 5025.144531
	Iteration 49Q: 3 clusters Score -2437746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2437747.500000 Penalty: 5025.144531
	Iteration 50Q: 3 clusters Score -2437748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2437743.500000 Penalty: 5025.144531
	Iteration 51Q: 3 clusters Score -2437744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2437739.000000 Penalty: 5025.144531
	Iteration 52Q: 3 clusters Score -2437739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2437741.500000 Penalty: 5025.144531
	Iteration 53Q: 3 clusters Score -2437742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2437741.250000 Penalty: 5025.144531
	Iteration 54Q: 3 clusters Score -2437741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2437746.250000 Penalty: 5025.144531
	Iteration 55Q: 3 clusters Score -2437746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2437748.000000 Penalty: 5025.144531
	Iteration 56Q: 3 clusters Score -2437748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2437747.500000 Penalty: 5025.144531
	Iteration 57Q: 3 clusters Score -2437748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2437754.000000 Penalty: 5025.144531
	Iteration 58Q: 3 clusters Score -2437754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2437751.750000 Penalty: 5025.144531
	Iteration 59Q: 3 clusters Score -2437752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2437748.750000 Penalty: 5025.144531
	Iteration 60F: 3 clusters Score -2437749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2437749.000000 Penalty: 5025.144531
	Iteration 61Q: 3 clusters Score -2437749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2437748.250000 Penalty: 5025.144531
	Iteration 62Q: 3 clusters Score -2437748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2437746.000000 Penalty: 5025.144531
	Iteration 63Q: 3 clusters Score -2437746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2437746.000000 Penalty: 5025.144531
	Iteration 64F: 3 clusters Score -2437746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -300928.156250 Penalty: 2015.449829
	Iteration 0F: 2 clusters Score -300928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -297405.312500 Penalty: 4030.899658
	Iteration 0F: 3 clusters Score -297405.3 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -298225.375000 Penalty: 4030.899658
	Iteration 1F: 3 clusters Score -298225.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -298495.562500 Penalty: 4030.899658
	Iteration 2F: 3 clusters Score -298495.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -298783.375000 Penalty: 4030.899658
	Iteration 3F: 3 clusters Score -298783.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -299056.187500 Penalty: 4030.899658
	Iteration 4F: 3 clusters Score -299056.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -299342.625000 Penalty: 4030.899658
	Iteration 5F: 3 clusters Score -299342.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -299629.531250 Penalty: 4030.899658
	Iteration 6F: 3 clusters Score -299629.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -299900.093750 Penalty: 4030.899658
	Iteration 7F: 3 clusters Score -299900.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -300082.343750 Penalty: 4030.899658
	Iteration 8Q: 3 clusters Score -300082.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -300232.593750 Penalty: 4030.899658
	Iteration 9Q: 3 clusters Score -300232.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -300309.781250 Penalty: 4030.899658
	Iteration 10Q: 3 clusters Score -300309.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -300348.125000 Penalty: 4030.899658
	Iteration 11Q: 3 clusters Score -300348.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -300368.125000 Penalty: 4030.899658
	Iteration 12Q: 3 clusters Score -300368.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -300385.187500 Penalty: 4030.899658
	Iteration 13Q: 3 clusters Score -300385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -300395.562500 Penalty: 4030.899658
	Iteration 14Q: 3 clusters Score -300395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -300403.750000 Penalty: 4030.899658
	Iteration 15Q: 3 clusters Score -300403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -300412.093750 Penalty: 4030.899658
	Iteration 16Q: 3 clusters Score -300412.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -300417.468750 Penalty: 4030.899658
	Iteration 17Q: 3 clusters Score -300417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -300418.375000 Penalty: 4030.899658
	Iteration 18Q: 3 clusters Score -300418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -300418.625000 Penalty: 4030.899658
	Iteration 19Q: 3 clusters Score -300418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -300419.625000 Penalty: 4030.899658
	Iteration 20F: 3 clusters Score -300419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -957500.312500 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -957500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -949806.937500 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -949806.9 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -952141.250000 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -952141.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -952570.750000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -952570.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -952982.375000 Penalty: 4573.067383
	Iteration 3F: 3 clusters Score -952982.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -953367.250000 Penalty: 4573.067383
	Iteration 4F: 3 clusters Score -953367.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -953758.812500 Penalty: 4573.067383
	Iteration 5F: 3 clusters Score -953758.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -954151.812500 Penalty: 4573.067383
	Iteration 6F: 3 clusters Score -954151.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -954495.750000 Penalty: 4573.067383
	Iteration 7Q: 3 clusters Score -954495.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -954773.875000 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -954773.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -955008.125000 Penalty: 4573.067383
	Iteration 9Q: 3 clusters Score -955008.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -955190.937500 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -955190.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -955320.000000 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -955320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -955441.125000 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -955441.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -955571.000000 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -955571 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -955675.687500 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -955675.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -955769.937500 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -955769.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -955844.687500 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -955844.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -955896.187500 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -955896.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -955935.875000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -955935.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -955969.812500 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -955969.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -955996.312500 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -955996.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -956018.187500 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -956018.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -956036.625000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -956036.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -956057.125000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -956057.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -956076.750000 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -956076.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -956098.687500 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -956098.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -956118.750000 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -956118.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -956138.250000 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -956138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -956154.500000 Penalty: 4573.067383
	Iteration 28Q: 3 clusters Score -956154.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -956172.187500 Penalty: 4573.067383
	Iteration 29Q: 3 clusters Score -956172.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -956189.562500 Penalty: 4573.067383
	Iteration 30Q: 3 clusters Score -956189.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -956203.000000 Penalty: 4573.067383
	Iteration 31Q: 3 clusters Score -956203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -956214.187500 Penalty: 4573.067383
	Iteration 32Q: 3 clusters Score -956214.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -956219.750000 Penalty: 4573.067383
	Iteration 33Q: 3 clusters Score -956219.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -956228.562500 Penalty: 4573.067383
	Iteration 34Q: 3 clusters Score -956228.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -956237.812500 Penalty: 4573.067383
	Iteration 35Q: 3 clusters Score -956237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -956242.437500 Penalty: 4573.067383
	Iteration 36Q: 3 clusters Score -956242.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -956245.562500 Penalty: 4573.067383
	Iteration 37Q: 3 clusters Score -956245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -956244.750000 Penalty: 4573.067383
	Iteration 38Q: 3 clusters Score -956244.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -956247.812500 Penalty: 4573.067383
	Iteration 39Q: 3 clusters Score -956247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -956248.875000 Penalty: 4573.067383
	Iteration 40F: 3 clusters Score -956248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -956249.750000 Penalty: 4573.067383
	Iteration 41Q: 3 clusters Score -956249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -956254.437500 Penalty: 4573.067383
	Iteration 42Q: 3 clusters Score -956254.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -956254.625000 Penalty: 4573.067383
	Iteration 43Q: 3 clusters Score -956254.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -956257.187500 Penalty: 4573.067383
	Iteration 44Q: 3 clusters Score -956257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -956258.875000 Penalty: 4573.067383
	Iteration 45Q: 3 clusters Score -956258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -956260.625000 Penalty: 4573.067383
	Iteration 46Q: 3 clusters Score -956260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -956260.062500 Penalty: 4573.067383
	Iteration 47Q: 3 clusters Score -956260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -956262.000000 Penalty: 4573.067383
	Iteration 48Q: 3 clusters Score -956262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -956263.375000 Penalty: 4573.067383
	Iteration 49Q: 3 clusters Score -956263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -956266.875000 Penalty: 4573.067383
	Iteration 50Q: 3 clusters Score -956266.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -956268.125000 Penalty: 4573.067383
	Iteration 51Q: 3 clusters Score -956268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -956272.750000 Penalty: 4573.067383
	Iteration 52Q: 3 clusters Score -956272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -956274.625000 Penalty: 4573.067383
	Iteration 53Q: 3 clusters Score -956274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -956272.312500 Penalty: 4573.067383
	Iteration 54Q: 3 clusters Score -956272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -956275.250000 Penalty: 4573.067383
	Iteration 55Q: 3 clusters Score -956275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -956275.562500 Penalty: 4573.067383
	Iteration 56Q: 3 clusters Score -956275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -956277.125000 Penalty: 4573.067383
	Iteration 57Q: 3 clusters Score -956277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -956277.125000 Penalty: 4573.067383
	Iteration 58F: 3 clusters Score -956277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Entering Unmasked Estep 
Score: -1104913.000000 Penalty: 2312.933350
	Iteration 0F: 2 clusters Score -1104913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1096474.125000 Penalty: 4625.866699
	Iteration 0F: 3 clusters Score -1096474 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1099018.125000 Penalty: 4625.866699
	Iteration 1F: 3 clusters Score -1099018 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1099310.000000 Penalty: 4625.866699
	Iteration 2F: 3 clusters Score -1099310 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1099503.375000 Penalty: 4625.866699
	Iteration 3Q: 3 clusters Score -1099503 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1099657.750000 Penalty: 4625.866699
	Iteration 4Q: 3 clusters Score -1099658 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1099801.625000 Penalty: 4625.866699
	Iteration 5Q: 3 clusters Score -1099802 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1099934.125000 Penalty: 4625.866699
	Iteration 6Q: 3 clusters Score -1099934 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1100055.875000 Penalty: 4625.866699
	Iteration 7Q: 3 clusters Score -1100056 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1100194.125000 Penalty: 4625.866699
	Iteration 8Q: 3 clusters Score -1100194 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1100345.375000 Penalty: 4625.866699
	Iteration 9Q: 3 clusters Score -1100345 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1100518.375000 Penalty: 4625.866699
	Iteration 10Q: 3 clusters Score -1100518 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1100738.125000 Penalty: 4625.866699
	Iteration 11Q: 3 clusters Score -1100738 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1100987.750000 Penalty: 4625.866699
	Iteration 12Q: 3 clusters Score -1100988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1101248.375000 Penalty: 4625.866699
	Iteration 13Q: 3 clusters Score -1101248 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1101491.375000 Penalty: 4625.866699
	Iteration 14Q: 3 clusters Score -1101491 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1101731.500000 Penalty: 4625.866699
	Iteration 15Q: 3 clusters Score -1101732 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1101951.000000 Penalty: 4625.866699
	Iteration 16Q: 3 clusters Score -1101951 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1102144.625000 Penalty: 4625.866699
	Iteration 17Q: 3 clusters Score -1102145 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1102313.000000 Penalty: 4625.866699
	Iteration 18Q: 3 clusters Score -1102313 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1102432.125000 Penalty: 4625.866699
	Iteration 19Q: 3 clusters Score -1102432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1102516.000000 Penalty: 4625.866699
	Iteration 20F: 3 clusters Score -1102516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1102587.750000 Penalty: 4625.866699
	Iteration 21Q: 3 clusters Score -1102588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1102643.125000 Penalty: 4625.866699
	Iteration 22Q: 3 clusters Score -1102643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1102687.625000 Penalty: 4625.866699
	Iteration 23Q: 3 clusters Score -1102688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1102735.875000 Penalty: 4625.866699
	Iteration 24Q: 3 clusters Score -1102736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1102760.875000 Penalty: 4625.866699
	Iteration 25Q: 3 clusters Score -1102761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1102774.375000 Penalty: 4625.866699
	Iteration 26Q: 3 clusters Score -1102774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1102787.500000 Penalty: 4625.866699
	Iteration 27Q: 3 clusters Score -1102788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1102800.125000 Penalty: 4625.866699
	Iteration 28Q: 3 clusters Score -1102800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1102809.375000 Penalty: 4625.866699
	Iteration 29Q: 3 clusters Score -1102809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1102819.500000 Penalty: 4625.866699
	Iteration 30Q: 3 clusters Score -1102820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1102829.000000 Penalty: 4625.866699
	Iteration 31Q: 3 clusters Score -1102829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1102840.750000 Penalty: 4625.866699
	Iteration 32Q: 3 clusters Score -1102841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1102845.500000 Penalty: 4625.866699
	Iteration 33Q: 3 clusters Score -1102846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1102849.000000 Penalty: 4625.866699
	Iteration 34Q: 3 clusters Score -1102849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1102852.625000 Penalty: 4625.866699
	Iteration 35Q: 3 clusters Score -1102853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1102857.500000 Penalty: 4625.866699
	Iteration 36Q: 3 clusters Score -1102858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1102857.625000 Penalty: 4625.866699
	Iteration 37Q: 3 clusters Score -1102858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1102858.000000 Penalty: 4625.866699
	Iteration 38Q: 3 clusters Score -1102858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1102858.000000 Penalty: 4625.866699
	Iteration 39F: 3 clusters Score -1102858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -1295077.250000 Penalty: 2361.239990
	Iteration 0F: 2 clusters Score -1295077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1285111.125000 Penalty: 4722.479980
	Iteration 0F: 3 clusters Score -1285111 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1288173.375000 Penalty: 4722.479980
	Iteration 1F: 3 clusters Score -1288173 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1288515.250000 Penalty: 4722.479980
	Iteration 2F: 3 clusters Score -1288515 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1288800.125000 Penalty: 4722.479980
	Iteration 3Q: 3 clusters Score -1288800 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1289078.250000 Penalty: 4722.479980
	Iteration 4Q: 3 clusters Score -1289078 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1289386.250000 Penalty: 4722.479980
	Iteration 5Q: 3 clusters Score -1289386 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1289729.750000 Penalty: 4722.479980
	Iteration 6Q: 3 clusters Score -1289730 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1290145.750000 Penalty: 4722.479980
	Iteration 7Q: 3 clusters Score -1290146 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1290642.000000 Penalty: 4722.479980
	Iteration 8F: 3 clusters Score -1290642 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1291168.000000 Penalty: 4722.479980
	Iteration 9F: 3 clusters Score -1291168 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1291650.250000 Penalty: 4722.479980
	Iteration 10F: 3 clusters Score -1291650 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1291960.750000 Penalty: 4722.479980
	Iteration 11Q: 3 clusters Score -1291961 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1292142.750000 Penalty: 4722.479980
	Iteration 12Q: 3 clusters Score -1292143 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1292280.625000 Penalty: 4722.479980
	Iteration 13Q: 3 clusters Score -1292281 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1292375.250000 Penalty: 4722.479980
	Iteration 14Q: 3 clusters Score -1292375 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1292457.625000 Penalty: 4722.479980
	Iteration 15Q: 3 clusters Score -1292458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1292516.500000 Penalty: 4722.479980
	Iteration 16Q: 3 clusters Score -1292516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1292562.500000 Penalty: 4722.479980
	Iteration 17Q: 3 clusters Score -1292562 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1292604.250000 Penalty: 4722.479980
	Iteration 18Q: 3 clusters Score -1292604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1292641.375000 Penalty: 4722.479980
	Iteration 19Q: 3 clusters Score -1292641 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1292664.750000 Penalty: 4722.479980
	Iteration 20F: 3 clusters Score -1292665 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1292689.000000 Penalty: 4722.479980
	Iteration 21Q: 3 clusters Score -1292689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1292711.500000 Penalty: 4722.479980
	Iteration 22Q: 3 clusters Score -1292712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1292721.000000 Penalty: 4722.479980
	Iteration 23Q: 3 clusters Score -1292721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1292730.375000 Penalty: 4722.479980
	Iteration 24Q: 3 clusters Score -1292730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1292740.375000 Penalty: 4722.479980
	Iteration 25Q: 3 clusters Score -1292740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1292747.250000 Penalty: 4722.479980
	Iteration 26Q: 3 clusters Score -1292747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1292755.750000 Penalty: 4722.479980
	Iteration 27Q: 3 clusters Score -1292756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1292763.125000 Penalty: 4722.479980
	Iteration 28Q: 3 clusters Score -1292763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1292772.125000 Penalty: 4722.479980
	Iteration 29Q: 3 clusters Score -1292772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1292783.250000 Penalty: 4722.479980
	Iteration 30Q: 3 clusters Score -1292783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1292783.625000 Penalty: 4722.479980
	Iteration 31Q: 3 clusters Score -1292784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1292794.625000 Penalty: 4722.479980
	Iteration 32Q: 3 clusters Score -1292795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1292803.875000 Penalty: 4722.479980
	Iteration 33Q: 3 clusters Score -1292804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1292807.875000 Penalty: 4722.479980
	Iteration 34Q: 3 clusters Score -1292808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1292813.375000 Penalty: 4722.479980
	Iteration 35Q: 3 clusters Score -1292813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1292817.000000 Penalty: 4722.479980
	Iteration 36Q: 3 clusters Score -1292817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1292830.500000 Penalty: 4722.479980
	Iteration 37Q: 3 clusters Score -1292830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1292844.375000 Penalty: 4722.479980
	Iteration 38Q: 3 clusters Score -1292844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1292854.125000 Penalty: 4722.479980
	Iteration 39Q: 3 clusters Score -1292854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1292865.875000 Penalty: 4722.479980
	Iteration 40F: 3 clusters Score -1292866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1292877.500000 Penalty: 4722.479980
	Iteration 41Q: 3 clusters Score -1292878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1292893.125000 Penalty: 4722.479980
	Iteration 42Q: 3 clusters Score -1292893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1292900.250000 Penalty: 4722.479980
	Iteration 43Q: 3 clusters Score -1292900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1292907.125000 Penalty: 4722.479980
	Iteration 44Q: 3 clusters Score -1292907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1292915.750000 Penalty: 4722.479980
	Iteration 45Q: 3 clusters Score -1292916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1292925.000000 Penalty: 4722.479980
	Iteration 46Q: 3 clusters Score -1292925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1292934.750000 Penalty: 4722.479980
	Iteration 47Q: 3 clusters Score -1292935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1292938.000000 Penalty: 4722.479980
	Iteration 48Q: 3 clusters Score -1292938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1292944.500000 Penalty: 4722.479980
	Iteration 49Q: 3 clusters Score -1292944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1292946.625000 Penalty: 4722.479980
	Iteration 50Q: 3 clusters Score -1292947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1292952.250000 Penalty: 4722.479980
	Iteration 51Q: 3 clusters Score -1292952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1292959.625000 Penalty: 4722.479980
	Iteration 52Q: 3 clusters Score -1292960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1292965.375000 Penalty: 4722.479980
	Iteration 53Q: 3 clusters Score -1292965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1292969.875000 Penalty: 4722.479980
	Iteration 54Q: 3 clusters Score -1292970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1292975.000000 Penalty: 4722.479980
	Iteration 55Q: 3 clusters Score -1292975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1292978.625000 Penalty: 4722.479980
	Iteration 56Q: 3 clusters Score -1292979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1292986.875000 Penalty: 4722.479980
	Iteration 57Q: 3 clusters Score -1292987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1292990.625000 Penalty: 4722.479980
	Iteration 58Q: 3 clusters Score -1292991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1292991.750000 Penalty: 4722.479980
	Iteration 59Q: 3 clusters Score -1292992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1292989.750000 Penalty: 4722.479980
	Iteration 60F: 3 clusters Score -1292990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1292990.750000 Penalty: 4722.479980
	Iteration 61Q: 3 clusters Score -1292991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1292995.750000 Penalty: 4722.479980
	Iteration 62Q: 3 clusters Score -1292996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1292997.125000 Penalty: 4722.479980
	Iteration 63Q: 3 clusters Score -1292997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1293000.125000 Penalty: 4722.479980
	Iteration 64Q: 3 clusters Score -1293000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1293008.250000 Penalty: 4722.479980
	Iteration 65Q: 3 clusters Score -1293008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1293008.500000 Penalty: 4722.479980
	Iteration 66Q: 3 clusters Score -1293008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1293006.875000 Penalty: 4722.479980
	Iteration 67Q: 3 clusters Score -1293007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1293010.250000 Penalty: 4722.479980
	Iteration 68Q: 3 clusters Score -1293010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1293010.750000 Penalty: 4722.479980
	Iteration 69Q: 3 clusters Score -1293011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1293014.875000 Penalty: 4722.479980
	Iteration 70Q: 3 clusters Score -1293015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1293018.625000 Penalty: 4722.479980
	Iteration 71Q: 3 clusters Score -1293019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1293024.250000 Penalty: 4722.479980
	Iteration 72Q: 3 clusters Score -1293024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1293025.625000 Penalty: 4722.479980
	Iteration 73Q: 3 clusters Score -1293026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1293032.500000 Penalty: 4722.479980
	Iteration 74Q: 3 clusters Score -1293032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1293036.875000 Penalty: 4722.479980
	Iteration 75Q: 3 clusters Score -1293037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1293045.250000 Penalty: 4722.479980
	Iteration 76Q: 3 clusters Score -1293045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1293050.625000 Penalty: 4722.479980
	Iteration 77Q: 3 clusters Score -1293051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1293052.250000 Penalty: 4722.479980
	Iteration 78Q: 3 clusters Score -1293052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1293058.125000 Penalty: 4722.479980
	Iteration 79Q: 3 clusters Score -1293058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1293059.375000 Penalty: 4722.479980
	Iteration 80F: 3 clusters Score -1293059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1293060.000000 Penalty: 4722.479980
	Iteration 81Q: 3 clusters Score -1293060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1293063.375000 Penalty: 4722.479980
	Iteration 82Q: 3 clusters Score -1293063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1293063.625000 Penalty: 4722.479980
	Iteration 83Q: 3 clusters Score -1293064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1293064.625000 Penalty: 4722.479980
	Iteration 84Q: 3 clusters Score -1293065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1293066.000000 Penalty: 4722.479980
	Iteration 85Q: 3 clusters Score -1293066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1293066.125000 Penalty: 4722.479980
	Iteration 86Q: 3 clusters Score -1293066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1293067.500000 Penalty: 4722.479980
	Iteration 87Q: 3 clusters Score -1293068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1293077.000000 Penalty: 4722.479980
	Iteration 88Q: 3 clusters Score -1293077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1293077.125000 Penalty: 4722.479980
	Iteration 89Q: 3 clusters Score -1293077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1293078.875000 Penalty: 4722.479980
	Iteration 90Q: 3 clusters Score -1293079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1293081.125000 Penalty: 4722.479980
	Iteration 91Q: 3 clusters Score -1293081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1293085.875000 Penalty: 4722.479980
	Iteration 92Q: 3 clusters Score -1293086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1293092.750000 Penalty: 4722.479980
	Iteration 93Q: 3 clusters Score -1293093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1293096.250000 Penalty: 4722.479980
	Iteration 94Q: 3 clusters Score -1293096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1293104.500000 Penalty: 4722.479980
	Iteration 95Q: 3 clusters Score -1293104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1293111.375000 Penalty: 4722.479980
	Iteration 96Q: 3 clusters Score -1293111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1293126.875000 Penalty: 4722.479980
	Iteration 97Q: 3 clusters Score -1293127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1293135.500000 Penalty: 4722.479980
	Iteration 98Q: 3 clusters Score -1293136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1293139.000000 Penalty: 4722.479980
	Iteration 99Q: 3 clusters Score -1293139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1293146.750000 Penalty: 4722.479980
	Iteration 100F: 3 clusters Score -1293147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1293155.375000 Penalty: 4722.479980
	Iteration 101Q: 3 clusters Score -1293155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1293161.500000 Penalty: 4722.479980
	Iteration 102Q: 3 clusters Score -1293162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1293172.875000 Penalty: 4722.479980
	Iteration 103Q: 3 clusters Score -1293173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1293183.500000 Penalty: 4722.479980
	Iteration 104Q: 3 clusters Score -1293184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1293198.625000 Penalty: 4722.479980
	Iteration 105Q: 3 clusters Score -1293199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1293201.375000 Penalty: 4722.479980
	Iteration 106Q: 3 clusters Score -1293201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1293205.625000 Penalty: 4722.479980
	Iteration 107Q: 3 clusters Score -1293206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1293216.750000 Penalty: 4722.479980
	Iteration 108Q: 3 clusters Score -1293217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1293220.500000 Penalty: 4722.479980
	Iteration 109Q: 3 clusters Score -1293220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1293226.250000 Penalty: 4722.479980
	Iteration 110Q: 3 clusters Score -1293226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1293231.375000 Penalty: 4722.479980
	Iteration 111Q: 3 clusters Score -1293231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1293234.500000 Penalty: 4722.479980
	Iteration 112Q: 3 clusters Score -1293234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1293242.500000 Penalty: 4722.479980
	Iteration 113Q: 3 clusters Score -1293242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1293245.250000 Penalty: 4722.479980
	Iteration 114Q: 3 clusters Score -1293245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1293249.500000 Penalty: 4722.479980
	Iteration 115Q: 3 clusters Score -1293250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1293257.875000 Penalty: 4722.479980
	Iteration 116Q: 3 clusters Score -1293258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1293256.625000 Penalty: 4722.479980
	Iteration 117Q: 3 clusters Score -1293257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1293266.375000 Penalty: 4722.479980
	Iteration 118Q: 3 clusters Score -1293266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1293271.625000 Penalty: 4722.479980
	Iteration 119Q: 3 clusters Score -1293272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1293271.750000 Penalty: 4722.479980
	Iteration 120F: 3 clusters Score -1293272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1293277.625000 Penalty: 4722.479980
	Iteration 121Q: 3 clusters Score -1293278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1293279.250000 Penalty: 4722.479980
	Iteration 122Q: 3 clusters Score -1293279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1293278.750000 Penalty: 4722.479980
	Iteration 123Q: 3 clusters Score -1293279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1293280.000000 Penalty: 4722.479980
	Iteration 124Q: 3 clusters Score -1293280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1293282.000000 Penalty: 4722.479980
	Iteration 125Q: 3 clusters Score -1293282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1293285.500000 Penalty: 4722.479980
	Iteration 126Q: 3 clusters Score -1293286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1293286.750000 Penalty: 4722.479980
	Iteration 127Q: 3 clusters Score -1293287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1293287.875000 Penalty: 4722.479980
	Iteration 128Q: 3 clusters Score -1293288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1293287.125000 Penalty: 4722.479980
	Iteration 129Q: 3 clusters Score -1293287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1293290.125000 Penalty: 4722.479980
	Iteration 130Q: 3 clusters Score -1293290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1293288.625000 Penalty: 4722.479980
	Iteration 131Q: 3 clusters Score -1293289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1293289.000000 Penalty: 4722.479980
	Iteration 132Q: 3 clusters Score -1293289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1293289.250000 Penalty: 4722.479980
	Iteration 133Q: 3 clusters Score -1293289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1293289.125000 Penalty: 4722.479980
	Iteration 134Q: 3 clusters Score -1293289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1293287.750000 Penalty: 4722.479980
	Iteration 135Q: 3 clusters Score -1293288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1293287.750000 Penalty: 4722.479980
	Iteration 136F: 3 clusters Score -1293288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -106374.476562 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -106374.5 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 568 members 
Entering Unmasked Estep 
Score: -104315.070312 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -104315.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104598.429688 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -104598.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104706.070312 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -104706.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104796.953125 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -104797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104863.281250 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -104863.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104909.718750 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -104909.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104942.468750 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -104942.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104969.437500 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -104969.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104995.484375 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -104995.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -105016.343750 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -105016.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -105044.171875 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -105044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105066.695312 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -105066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -105085.976562 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -105086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -105101.359375 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -105101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105108.257812 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -105108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105114.429688 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -105114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105129.921875 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -105129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105149.328125 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -105149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105160.523438 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -105160.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -105173.914062 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -105173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105186.960938 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -105187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105193.773438 Penalty: 3499.862793
	Iteration 21Q: 3 clusters Score -105193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105206.289062 Penalty: 3499.862793
	Iteration 22Q: 3 clusters Score -105206.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105220.187500 Penalty: 3499.862793
	Iteration 23Q: 3 clusters Score -105220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105233.976562 Penalty: 3499.862793
	Iteration 24Q: 3 clusters Score -105234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105260.789062 Penalty: 3499.862793
	Iteration 25Q: 3 clusters Score -105260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105281.375000 Penalty: 3499.862793
	Iteration 26Q: 3 clusters Score -105281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105307.164062 Penalty: 3499.862793
	Iteration 27Q: 3 clusters Score -105307.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105321.578125 Penalty: 3499.862793
	Iteration 28Q: 3 clusters Score -105321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105330.117188 Penalty: 3499.862793
	Iteration 29Q: 3 clusters Score -105330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105339.195312 Penalty: 3499.862793
	Iteration 30Q: 3 clusters Score -105339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105346.242188 Penalty: 3499.862793
	Iteration 31Q: 3 clusters Score -105346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105353.265625 Penalty: 3499.862793
	Iteration 32Q: 3 clusters Score -105353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105358.796875 Penalty: 3499.862793
	Iteration 33Q: 3 clusters Score -105358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105364.531250 Penalty: 3499.862793
	Iteration 34Q: 3 clusters Score -105364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105371.609375 Penalty: 3499.862793
	Iteration 35Q: 3 clusters Score -105371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105384.554688 Penalty: 3499.862793
	Iteration 36Q: 3 clusters Score -105384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105394.328125 Penalty: 3499.862793
	Iteration 37Q: 3 clusters Score -105394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105404.343750 Penalty: 3499.862793
	Iteration 38Q: 3 clusters Score -105404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105416.578125 Penalty: 3499.862793
	Iteration 39Q: 3 clusters Score -105416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105432.343750 Penalty: 3499.862793
	Iteration 40F: 3 clusters Score -105432.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105454.593750 Penalty: 3499.862793
	Iteration 41Q: 3 clusters Score -105454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105477.109375 Penalty: 3499.862793
	Iteration 42Q: 3 clusters Score -105477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105484.773438 Penalty: 3499.862793
	Iteration 43Q: 3 clusters Score -105484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105490.976562 Penalty: 3499.862793
	Iteration 44Q: 3 clusters Score -105491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105492.570312 Penalty: 3499.862793
	Iteration 45Q: 3 clusters Score -105492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105495.367188 Penalty: 3499.862793
	Iteration 46Q: 3 clusters Score -105495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105498.664062 Penalty: 3499.862793
	Iteration 47Q: 3 clusters Score -105498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105501.375000 Penalty: 3499.862793
	Iteration 48Q: 3 clusters Score -105501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105504.062500 Penalty: 3499.862793
	Iteration 49Q: 3 clusters Score -105504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105504.968750 Penalty: 3499.862793
	Iteration 50Q: 3 clusters Score -105505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105506.414062 Penalty: 3499.862793
	Iteration 51Q: 3 clusters Score -105506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105509.750000 Penalty: 3499.862793
	Iteration 52Q: 3 clusters Score -105509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105511.328125 Penalty: 3499.862793
	Iteration 53Q: 3 clusters Score -105511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105512.429688 Penalty: 3499.862793
	Iteration 54Q: 3 clusters Score -105512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105512.429688 Penalty: 3499.862793
	Iteration 55F: 3 clusters Score -105512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -199508.062500 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -199508.1 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 1231 members 
Entering Unmasked Estep 
Score: -196558.437500 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -196558.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197321.703125 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -197321.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -197704.453125 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -197704.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -197959.031250 Penalty: 3895.580566
	Iteration 3F: 3 clusters Score -197959 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -198150.546875 Penalty: 3895.580566
	Iteration 4F: 3 clusters Score -198150.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198320.640625 Penalty: 3895.580566
	Iteration 5F: 3 clusters Score -198320.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -198456.968750 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -198457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -198553.343750 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -198553.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -198630.562500 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -198630.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -198689.656250 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -198689.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198753.312500 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -198753.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198790.062500 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -198790.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -198808.109375 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -198808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198821.375000 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -198821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198828.968750 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -198829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198838.859375 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -198838.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -198852.031250 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -198852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -198866.156250 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -198866.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198876.578125 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -198876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198882.453125 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -198882.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198887.187500 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -198887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198890.359375 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -198890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198894.484375 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -198894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198897.468750 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -198897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198902.843750 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -198902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -198904.312500 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -198904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -198905.312500 Penalty: 3895.580566
	Iteration 26Q: 3 clusters Score -198905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198905.609375 Penalty: 3895.580566
	Iteration 27Q: 3 clusters Score -198905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198905.984375 Penalty: 3895.580566
	Iteration 28Q: 3 clusters Score -198906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198905.984375 Penalty: 3895.580566
	Iteration 29F: 3 clusters Score -198906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -285963.468750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -285963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -282852.781250 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -282852.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -283525.062500 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -283525.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -283697.468750 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -283697.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -283765.812500 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -283765.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283816.437500 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -283816.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -283856.781250 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -283856.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283885.875000 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -283885.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -283916.437500 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -283916.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283941.093750 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -283941.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -283969.593750 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -283969.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -283991.937500 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -283991.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -284010.406250 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -284010.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -284026.656250 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -284026.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -284043.093750 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -284043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -284058.437500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -284058.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -284081.125000 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -284081.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -284101.812500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -284101.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -284120.125000 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -284120.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -284138.937500 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -284138.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -284155.968750 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -284156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -284172.343750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -284172.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -284186.406250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -284186.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -284195.281250 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -284195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -284203.562500 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -284203.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -284209.812500 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -284209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -284214.437500 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -284214.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -284218.781250 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -284218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -284222.593750 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -284222.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -284226.437500 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -284226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -284228.812500 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -284228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -284231.343750 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -284231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -284231.781250 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -284231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -284231.781250 Penalty: 3940.819580
	Iteration 32F: 3 clusters Score -284231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -898508.812500 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -898508.8 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 4744 members 
Entering Unmasked Estep 
Score: -891253.875000 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -891253.9 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -893401.312500 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -893401.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -893684.687500 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -893684.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -893888.875000 Penalty: 4539.639648
	Iteration 3Q: 3 clusters Score -893888.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -894014.812500 Penalty: 4539.639648
	Iteration 4Q: 3 clusters Score -894014.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -894112.375000 Penalty: 4539.639648
	Iteration 5Q: 3 clusters Score -894112.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -894198.437500 Penalty: 4539.639648
	Iteration 6Q: 3 clusters Score -894198.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -894272.375000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -894272.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -894330.062500 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -894330.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -894383.312500 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -894383.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -894442.875000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -894442.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -894494.812500 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -894494.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -894548.562500 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -894548.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -894594.937500 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -894594.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -894645.625000 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -894645.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -894711.750000 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -894711.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -894772.062500 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -894772.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -894839.875000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -894839.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -894921.562500 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -894921.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -895020.437500 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -895020.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -895126.812500 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -895126.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -895228.562500 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -895228.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -895323.937500 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -895323.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -895443.000000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -895443 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -895571.375000 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -895571.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -895700.125000 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -895700.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -895832.812500 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -895832.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -895934.062500 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -895934.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -896027.500000 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -896027.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -896121.125000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -896121.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -896210.812500 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -896210.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -896287.250000 Penalty: 4539.639648
	Iteration 31Q: 3 clusters Score -896287.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -896354.812500 Penalty: 4539.639648
	Iteration 32Q: 3 clusters Score -896354.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -896394.625000 Penalty: 4539.639648
	Iteration 33Q: 3 clusters Score -896394.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -896422.000000 Penalty: 4539.639648
	Iteration 34Q: 3 clusters Score -896422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -896451.375000 Penalty: 4539.639648
	Iteration 35Q: 3 clusters Score -896451.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -896477.062500 Penalty: 4539.639648
	Iteration 36Q: 3 clusters Score -896477.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -896498.000000 Penalty: 4539.639648
	Iteration 37Q: 3 clusters Score -896498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -896510.375000 Penalty: 4539.639648
	Iteration 38Q: 3 clusters Score -896510.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -896526.750000 Penalty: 4539.639648
	Iteration 39Q: 3 clusters Score -896526.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -896540.625000 Penalty: 4539.639648
	Iteration 40F: 3 clusters Score -896540.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -896551.187500 Penalty: 4539.639648
	Iteration 41Q: 3 clusters Score -896551.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -896555.500000 Penalty: 4539.639648
	Iteration 42Q: 3 clusters Score -896555.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -896561.187500 Penalty: 4539.639648
	Iteration 43Q: 3 clusters Score -896561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -896562.250000 Penalty: 4539.639648
	Iteration 44Q: 3 clusters Score -896562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -896566.937500 Penalty: 4539.639648
	Iteration 45Q: 3 clusters Score -896566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -896568.687500 Penalty: 4539.639648
	Iteration 46Q: 3 clusters Score -896568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -896568.875000 Penalty: 4539.639648
	Iteration 47Q: 3 clusters Score -896568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -896572.687500 Penalty: 4539.639648
	Iteration 48Q: 3 clusters Score -896572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -896574.750000 Penalty: 4539.639648
	Iteration 49Q: 3 clusters Score -896574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -896575.375000 Penalty: 4539.639648
	Iteration 50Q: 3 clusters Score -896575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -896576.375000 Penalty: 4539.639648
	Iteration 51Q: 3 clusters Score -896576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -896577.625000 Penalty: 4539.639648
	Iteration 52Q: 3 clusters Score -896577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -896577.625000 Penalty: 4539.639648
	Iteration 53F: 3 clusters Score -896577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Entering Unmasked Estep 
Score: -6273765.500000 Penalty: 2738.613037
	Iteration 0F: 2 clusters Score -6273766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -6231849.500000 Penalty: 5477.226074
	Iteration 0F: 3 clusters Score -6231850 nChanged 29083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -6248145.000000 Penalty: 5477.226074
	Iteration 1F: 3 clusters Score -6248145 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -6249021.500000 Penalty: 5477.226074
	Iteration 2Q: 3 clusters Score -6249022 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -6250119.000000 Penalty: 5477.226074
	Iteration 3Q: 3 clusters Score -6250119 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6251530.500000 Penalty: 5477.226074
	Iteration 4Q: 3 clusters Score -6251530 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -6253492.500000 Penalty: 5477.226074
	Iteration 5F: 3 clusters Score -6253492 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -6256408.500000 Penalty: 5477.226074
	Iteration 6F: 3 clusters Score -6256408 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6260019.500000 Penalty: 5477.226074
	Iteration 7F: 3 clusters Score -6260020 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6263900.500000 Penalty: 5477.226074
	Iteration 8F: 3 clusters Score -6263900 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6267143.500000 Penalty: 5477.226074
	Iteration 9F: 3 clusters Score -6267144 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6269272.000000 Penalty: 5477.226074
	Iteration 10Q: 3 clusters Score -6269272 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6270397.500000 Penalty: 5477.226074
	Iteration 11Q: 3 clusters Score -6270398 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6270975.000000 Penalty: 5477.226074
	Iteration 12Q: 3 clusters Score -6270975 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6271230.500000 Penalty: 5477.226074
	Iteration 13Q: 3 clusters Score -6271230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6271377.000000 Penalty: 5477.226074
	Iteration 14Q: 3 clusters Score -6271377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6271442.500000 Penalty: 5477.226074
	Iteration 15Q: 3 clusters Score -6271442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6271484.500000 Penalty: 5477.226074
	Iteration 16Q: 3 clusters Score -6271484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6271515.000000 Penalty: 5477.226074
	Iteration 17Q: 3 clusters Score -6271515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6271561.500000 Penalty: 5477.226074
	Iteration 18Q: 3 clusters Score -6271562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6271569.000000 Penalty: 5477.226074
	Iteration 19Q: 3 clusters Score -6271569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6271584.000000 Penalty: 5477.226074
	Iteration 20F: 3 clusters Score -6271584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6271575.500000 Penalty: 5477.226074
	Iteration 21Q: 3 clusters Score -6271576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6271592.500000 Penalty: 5477.226074
	Iteration 22Q: 3 clusters Score -6271592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6271607.500000 Penalty: 5477.226074
	Iteration 23Q: 3 clusters Score -6271608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6271620.000000 Penalty: 5477.226074
	Iteration 24Q: 3 clusters Score -6271620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6271632.000000 Penalty: 5477.226074
	Iteration 25Q: 3 clusters Score -6271632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6271632.000000 Penalty: 5477.226074
	Iteration 26Q: 3 clusters Score -6271632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6271637.500000 Penalty: 5477.226074
	Iteration 27Q: 3 clusters Score -6271638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6271638.500000 Penalty: 5477.226074
	Iteration 28Q: 3 clusters Score -6271638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6271644.000000 Penalty: 5477.226074
	Iteration 29Q: 3 clusters Score -6271644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6271647.500000 Penalty: 5477.226074
	Iteration 30Q: 3 clusters Score -6271648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6271643.000000 Penalty: 5477.226074
	Iteration 31Q: 3 clusters Score -6271643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6271641.500000 Penalty: 5477.226074
	Iteration 32Q: 3 clusters Score -6271642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6271644.500000 Penalty: 5477.226074
	Iteration 33Q: 3 clusters Score -6271644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6271645.500000 Penalty: 5477.226074
	Iteration 34Q: 3 clusters Score -6271646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6271645.000000 Penalty: 5477.226074
	Iteration 35Q: 3 clusters Score -6271645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6271645.500000 Penalty: 5477.226074
	Iteration 36Q: 3 clusters Score -6271646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6271650.000000 Penalty: 5477.226074
	Iteration 37Q: 3 clusters Score -6271650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6271650.000000 Penalty: 5477.226074
	Iteration 38F: 3 clusters Score -6271650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Entering Unmasked Estep 
Score: -5532804.000000 Penalty: 2706.201172
	Iteration 0F: 2 clusters Score -5532804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5495700.000000 Penalty: 5412.402344
	Iteration 0F: 3 clusters Score -5495700 nChanged 25684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -5510332.000000 Penalty: 5412.402344
	Iteration 1F: 3 clusters Score -5510332 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5510971.000000 Penalty: 5412.402344
	Iteration 2Q: 3 clusters Score -5510971 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5511775.500000 Penalty: 5412.402344
	Iteration 3Q: 3 clusters Score -5511776 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -5512680.000000 Penalty: 5412.402344
	Iteration 4Q: 3 clusters Score -5512680 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -5513843.500000 Penalty: 5412.402344
	Iteration 5Q: 3 clusters Score -5513844 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5515445.000000 Penalty: 5412.402344
	Iteration 6F: 3 clusters Score -5515445 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5517703.000000 Penalty: 5412.402344
	Iteration 7F: 3 clusters Score -5517703 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5520735.500000 Penalty: 5412.402344
	Iteration 8F: 3 clusters Score -5520736 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5524104.500000 Penalty: 5412.402344
	Iteration 9F: 3 clusters Score -5524104 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5526975.000000 Penalty: 5412.402344
	Iteration 10F: 3 clusters Score -5526975 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5528681.500000 Penalty: 5412.402344
	Iteration 11Q: 3 clusters Score -5528682 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5529513.000000 Penalty: 5412.402344
	Iteration 12Q: 3 clusters Score -5529513 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5529956.000000 Penalty: 5412.402344
	Iteration 13Q: 3 clusters Score -5529956 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5530211.500000 Penalty: 5412.402344
	Iteration 14Q: 3 clusters Score -5530212 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5530363.500000 Penalty: 5412.402344
	Iteration 15Q: 3 clusters Score -5530364 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5530472.000000 Penalty: 5412.402344
	Iteration 16Q: 3 clusters Score -5530472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5530526.000000 Penalty: 5412.402344
	Iteration 17Q: 3 clusters Score -5530526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5530579.000000 Penalty: 5412.402344
	Iteration 18Q: 3 clusters Score -5530579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5530629.000000 Penalty: 5412.402344
	Iteration 19Q: 3 clusters Score -5530629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5530640.000000 Penalty: 5412.402344
	Iteration 20F: 3 clusters Score -5530640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5530671.000000 Penalty: 5412.402344
	Iteration 21Q: 3 clusters Score -5530671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5530691.500000 Penalty: 5412.402344
	Iteration 22Q: 3 clusters Score -5530692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5530692.500000 Penalty: 5412.402344
	Iteration 23Q: 3 clusters Score -5530692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5530698.500000 Penalty: 5412.402344
	Iteration 24Q: 3 clusters Score -5530698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5530713.000000 Penalty: 5412.402344
	Iteration 25Q: 3 clusters Score -5530713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5530712.500000 Penalty: 5412.402344
	Iteration 26Q: 3 clusters Score -5530712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5530725.000000 Penalty: 5412.402344
	Iteration 27Q: 3 clusters Score -5530725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5530730.500000 Penalty: 5412.402344
	Iteration 28Q: 3 clusters Score -5530730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5530729.000000 Penalty: 5412.402344
	Iteration 29Q: 3 clusters Score -5530729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5530738.000000 Penalty: 5412.402344
	Iteration 30Q: 3 clusters Score -5530738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5530745.000000 Penalty: 5412.402344
	Iteration 31Q: 3 clusters Score -5530745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5530761.000000 Penalty: 5412.402344
	Iteration 32Q: 3 clusters Score -5530761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5530758.500000 Penalty: 5412.402344
	Iteration 33Q: 3 clusters Score -5530758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5530761.000000 Penalty: 5412.402344
	Iteration 34Q: 3 clusters Score -5530761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5530773.500000 Penalty: 5412.402344
	Iteration 35Q: 3 clusters Score -5530774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5530793.500000 Penalty: 5412.402344
	Iteration 36Q: 3 clusters Score -5530794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5530796.500000 Penalty: 5412.402344
	Iteration 37Q: 3 clusters Score -5530796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5530813.500000 Penalty: 5412.402344
	Iteration 38Q: 3 clusters Score -5530814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5530814.000000 Penalty: 5412.402344
	Iteration 39Q: 3 clusters Score -5530814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5530828.000000 Penalty: 5412.402344
	Iteration 40F: 3 clusters Score -5530828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5530833.500000 Penalty: 5412.402344
	Iteration 41Q: 3 clusters Score -5530834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5530832.500000 Penalty: 5412.402344
	Iteration 42Q: 3 clusters Score -5530832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5530841.500000 Penalty: 5412.402344
	Iteration 43Q: 3 clusters Score -5530842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5530841.500000 Penalty: 5412.402344
	Iteration 44Q: 3 clusters Score -5530842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5530844.500000 Penalty: 5412.402344
	Iteration 45Q: 3 clusters Score -5530844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5530847.000000 Penalty: 5412.402344
	Iteration 46Q: 3 clusters Score -5530847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5530856.000000 Penalty: 5412.402344
	Iteration 47Q: 3 clusters Score -5530856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5530856.500000 Penalty: 5412.402344
	Iteration 48Q: 3 clusters Score -5530856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5530854.500000 Penalty: 5412.402344
	Iteration 49Q: 3 clusters Score -5530854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5530854.500000 Penalty: 5412.402344
	Iteration 50Q: 3 clusters Score -5530854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5530861.500000 Penalty: 5412.402344
	Iteration 51Q: 3 clusters Score -5530862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5530862.500000 Penalty: 5412.402344
	Iteration 52Q: 3 clusters Score -5530862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5530872.500000 Penalty: 5412.402344
	Iteration 53Q: 3 clusters Score -5530872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5530884.000000 Penalty: 5412.402344
	Iteration 54Q: 3 clusters Score -5530884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5530884.500000 Penalty: 5412.402344
	Iteration 55Q: 3 clusters Score -5530884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5530888.000000 Penalty: 5412.402344
	Iteration 56Q: 3 clusters Score -5530888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5530897.000000 Penalty: 5412.402344
	Iteration 57Q: 3 clusters Score -5530897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5530892.000000 Penalty: 5412.402344
	Iteration 58Q: 3 clusters Score -5530892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5530892.500000 Penalty: 5412.402344
	Iteration 59Q: 3 clusters Score -5530892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5530902.000000 Penalty: 5412.402344
	Iteration 60F: 3 clusters Score -5530902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5530907.000000 Penalty: 5412.402344
	Iteration 61Q: 3 clusters Score -5530907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5530912.500000 Penalty: 5412.402344
	Iteration 62Q: 3 clusters Score -5530912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5530910.500000 Penalty: 5412.402344
	Iteration 63Q: 3 clusters Score -5530910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5530911.000000 Penalty: 5412.402344
	Iteration 64Q: 3 clusters Score -5530911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5530917.000000 Penalty: 5412.402344
	Iteration 65Q: 3 clusters Score -5530917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5530916.500000 Penalty: 5412.402344
	Iteration 66Q: 3 clusters Score -5530916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5530922.000000 Penalty: 5412.402344
	Iteration 67Q: 3 clusters Score -5530922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5530922.000000 Penalty: 5412.402344
	Iteration 68Q: 3 clusters Score -5530922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5530920.000000 Penalty: 5412.402344
	Iteration 69Q: 3 clusters Score -5530920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5530922.000000 Penalty: 5412.402344
	Iteration 70Q: 3 clusters Score -5530922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5530919.000000 Penalty: 5412.402344
	Iteration 71Q: 3 clusters Score -5530919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5530920.500000 Penalty: 5412.402344
	Iteration 72Q: 3 clusters Score -5530920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5530926.000000 Penalty: 5412.402344
	Iteration 73Q: 3 clusters Score -5530926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5530926.000000 Penalty: 5412.402344
	Iteration 74Q: 3 clusters Score -5530926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5530929.000000 Penalty: 5412.402344
	Iteration 75Q: 3 clusters Score -5530929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5530925.500000 Penalty: 5412.402344
	Iteration 76Q: 3 clusters Score -5530926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5530925.500000 Penalty: 5412.402344
	Iteration 77F: 3 clusters Score -5530926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -137812.031250 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -137812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -135539.500000 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -135539.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135881.296875 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -135881.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135970.937500 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -135970.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -136018.640625 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -136018.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -136053.546875 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -136053.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136073.578125 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -136073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -136081.437500 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -136081.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136085.890625 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -136085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -136089.421875 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -136089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -136090.640625 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -136090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136092.875000 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -136092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136094.031250 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -136094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136096.750000 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -136096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136096.750000 Penalty: 3612.930908
	Iteration 13F: 3 clusters Score -136096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Entering Unmasked Estep 
Score: -677434.375000 Penalty: 2193.037598
	Iteration 0F: 2 clusters Score -677434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -671708.812500 Penalty: 4386.075195
	Iteration 0F: 3 clusters Score -671708.8 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -673275.187500 Penalty: 4386.075195
	Iteration 1F: 3 clusters Score -673275.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -673690.875000 Penalty: 4386.075195
	Iteration 2F: 3 clusters Score -673690.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -674082.750000 Penalty: 4386.075195
	Iteration 3F: 3 clusters Score -674082.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -674523.937500 Penalty: 4386.075195
	Iteration 4F: 3 clusters Score -674523.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -674994.500000 Penalty: 4386.075195
	Iteration 5F: 3 clusters Score -674994.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -675481.062500 Penalty: 4386.075195
	Iteration 6F: 3 clusters Score -675481.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -675925.687500 Penalty: 4386.075195
	Iteration 7F: 3 clusters Score -675925.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -676210.937500 Penalty: 4386.075195
	Iteration 8Q: 3 clusters Score -676210.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -676365.687500 Penalty: 4386.075195
	Iteration 9Q: 3 clusters Score -676365.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -676451.437500 Penalty: 4386.075195
	Iteration 10Q: 3 clusters Score -676451.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -676516.625000 Penalty: 4386.075195
	Iteration 11Q: 3 clusters Score -676516.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -676563.125000 Penalty: 4386.075195
	Iteration 12Q: 3 clusters Score -676563.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -676593.750000 Penalty: 4386.075195
	Iteration 13Q: 3 clusters Score -676593.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -676614.125000 Penalty: 4386.075195
	Iteration 14Q: 3 clusters Score -676614.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -676628.875000 Penalty: 4386.075195
	Iteration 15Q: 3 clusters Score -676628.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -676638.187500 Penalty: 4386.075195
	Iteration 16Q: 3 clusters Score -676638.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -676643.312500 Penalty: 4386.075195
	Iteration 17Q: 3 clusters Score -676643.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -676645.812500 Penalty: 4386.075195
	Iteration 18Q: 3 clusters Score -676645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -676647.250000 Penalty: 4386.075195
	Iteration 19Q: 3 clusters Score -676647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -676650.687500 Penalty: 4386.075195
	Iteration 20F: 3 clusters Score -676650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -676649.312500 Penalty: 4386.075195
	Iteration 21Q: 3 clusters Score -676649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -676650.500000 Penalty: 4386.075195
	Iteration 22Q: 3 clusters Score -676650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -676650.500000 Penalty: 4386.075195
	Iteration 23F: 3 clusters Score -676650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Entering Unmasked Estep 
Score: -888027.062500 Penalty: 2273.342285
	Iteration 0F: 2 clusters Score -888027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -880600.500000 Penalty: 4546.684570
	Iteration 0F: 3 clusters Score -880600.5 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -882856.062500 Penalty: 4546.684570
	Iteration 1F: 3 clusters Score -882856.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -883440.375000 Penalty: 4546.684570
	Iteration 2F: 3 clusters Score -883440.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -884086.437500 Penalty: 4546.684570
	Iteration 3F: 3 clusters Score -884086.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -884842.562500 Penalty: 4546.684570
	Iteration 4F: 3 clusters Score -884842.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -885557.750000 Penalty: 4546.684570
	Iteration 5F: 3 clusters Score -885557.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -886153.937500 Penalty: 4546.684570
	Iteration 6F: 3 clusters Score -886153.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -886554.750000 Penalty: 4546.684570
	Iteration 7F: 3 clusters Score -886554.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -886816.687500 Penalty: 4546.684570
	Iteration 8Q: 3 clusters Score -886816.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -886987.812500 Penalty: 4546.684570
	Iteration 9Q: 3 clusters Score -886987.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -887100.750000 Penalty: 4546.684570
	Iteration 10Q: 3 clusters Score -887100.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -887172.250000 Penalty: 4546.684570
	Iteration 11Q: 3 clusters Score -887172.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -887214.812500 Penalty: 4546.684570
	Iteration 12Q: 3 clusters Score -887214.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -887253.375000 Penalty: 4546.684570
	Iteration 13Q: 3 clusters Score -887253.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -887279.875000 Penalty: 4546.684570
	Iteration 14Q: 3 clusters Score -887279.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -887305.562500 Penalty: 4546.684570
	Iteration 15Q: 3 clusters Score -887305.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -887319.750000 Penalty: 4546.684570
	Iteration 16Q: 3 clusters Score -887319.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -887332.875000 Penalty: 4546.684570
	Iteration 17Q: 3 clusters Score -887332.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -887340.250000 Penalty: 4546.684570
	Iteration 18Q: 3 clusters Score -887340.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -887350.062500 Penalty: 4546.684570
	Iteration 19Q: 3 clusters Score -887350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -887349.687500 Penalty: 4546.684570
	Iteration 20F: 3 clusters Score -887349.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -887353.687500 Penalty: 4546.684570
	Iteration 21Q: 3 clusters Score -887353.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -887358.437500 Penalty: 4546.684570
	Iteration 22Q: 3 clusters Score -887358.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -887361.125000 Penalty: 4546.684570
	Iteration 23Q: 3 clusters Score -887361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -887363.312500 Penalty: 4546.684570
	Iteration 24Q: 3 clusters Score -887363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -887363.125000 Penalty: 4546.684570
	Iteration 25Q: 3 clusters Score -887363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -887363.875000 Penalty: 4546.684570
	Iteration 26Q: 3 clusters Score -887363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -887370.687500 Penalty: 4546.684570
	Iteration 27Q: 3 clusters Score -887370.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -887373.812500 Penalty: 4546.684570
	Iteration 28Q: 3 clusters Score -887373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -887374.312500 Penalty: 4546.684570
	Iteration 29Q: 3 clusters Score -887374.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -887377.687500 Penalty: 4546.684570
	Iteration 30Q: 3 clusters Score -887377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -887379.750000 Penalty: 4546.684570
	Iteration 31Q: 3 clusters Score -887379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -887378.500000 Penalty: 4546.684570
	Iteration 32Q: 3 clusters Score -887378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -887379.187500 Penalty: 4546.684570
	Iteration 33Q: 3 clusters Score -887379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -887384.687500 Penalty: 4546.684570
	Iteration 34Q: 3 clusters Score -887384.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -887384.062500 Penalty: 4546.684570
	Iteration 35Q: 3 clusters Score -887384.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -887388.875000 Penalty: 4546.684570
	Iteration 36Q: 3 clusters Score -887388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -887388.062500 Penalty: 4546.684570
	Iteration 37Q: 3 clusters Score -887388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -887389.562500 Penalty: 4546.684570
	Iteration 38Q: 3 clusters Score -887389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -887390.625000 Penalty: 4546.684570
	Iteration 39Q: 3 clusters Score -887390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -887392.500000 Penalty: 4546.684570
	Iteration 40F: 3 clusters Score -887392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -887394.375000 Penalty: 4546.684570
	Iteration 41Q: 3 clusters Score -887394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -887392.812500 Penalty: 4546.684570
	Iteration 42Q: 3 clusters Score -887392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -887394.250000 Penalty: 4546.684570
	Iteration 43Q: 3 clusters Score -887394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -887394.937500 Penalty: 4546.684570
	Iteration 44Q: 3 clusters Score -887394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -887393.937500 Penalty: 4546.684570
	Iteration 45Q: 3 clusters Score -887393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -887393.937500 Penalty: 4546.684570
	Iteration 46F: 3 clusters Score -887393.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Entering Unmasked Estep 
Score: -4203279.500000 Penalty: 2645.826172
	Iteration 0F: 2 clusters Score -4203280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4174232.000000 Penalty: 5291.652344
	Iteration 0F: 3 clusters Score -4174232 nChanged 19735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4185185.750000 Penalty: 5291.652344
	Iteration 1F: 3 clusters Score -4185186 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4186140.250000 Penalty: 5291.652344
	Iteration 2F: 3 clusters Score -4186140 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4187448.250000 Penalty: 5291.652344
	Iteration 3F: 3 clusters Score -4187448 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -4189234.000000 Penalty: 5291.652344
	Iteration 4F: 3 clusters Score -4189234 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4191370.250000 Penalty: 5291.652344
	Iteration 5F: 3 clusters Score -4191370 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -4193534.250000 Penalty: 5291.652344
	Iteration 6F: 3 clusters Score -4193534 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4195357.500000 Penalty: 5291.652344
	Iteration 7F: 3 clusters Score -4195358 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4196769.500000 Penalty: 5291.652344
	Iteration 8Q: 3 clusters Score -4196770 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4197727.000000 Penalty: 5291.652344
	Iteration 9Q: 3 clusters Score -4197727 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4198271.000000 Penalty: 5291.652344
	Iteration 10Q: 3 clusters Score -4198271 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4198571.000000 Penalty: 5291.652344
	Iteration 11Q: 3 clusters Score -4198571 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4198801.500000 Penalty: 5291.652344
	Iteration 12Q: 3 clusters Score -4198802 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4199021.000000 Penalty: 5291.652344
	Iteration 13Q: 3 clusters Score -4199021 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4199213.000000 Penalty: 5291.652344
	Iteration 14Q: 3 clusters Score -4199213 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4199452.500000 Penalty: 5291.652344
	Iteration 15Q: 3 clusters Score -4199452 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4199674.500000 Penalty: 5291.652344
	Iteration 16Q: 3 clusters Score -4199674 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4199896.500000 Penalty: 5291.652344
	Iteration 17Q: 3 clusters Score -4199896 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4200114.500000 Penalty: 5291.652344
	Iteration 18Q: 3 clusters Score -4200114 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4200329.500000 Penalty: 5291.652344
	Iteration 19Q: 3 clusters Score -4200330 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4200568.000000 Penalty: 5291.652344
	Iteration 20F: 3 clusters Score -4200568 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -4200764.000000 Penalty: 5291.652344
	Iteration 21Q: 3 clusters Score -4200764 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -4200930.500000 Penalty: 5291.652344
	Iteration 22Q: 3 clusters Score -4200930 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -4201081.500000 Penalty: 5291.652344
	Iteration 23Q: 3 clusters Score -4201082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4201168.500000 Penalty: 5291.652344
	Iteration 24Q: 3 clusters Score -4201168 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4201279.000000 Penalty: 5291.652344
	Iteration 25Q: 3 clusters Score -4201279 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -4201368.500000 Penalty: 5291.652344
	Iteration 26Q: 3 clusters Score -4201368 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4201442.500000 Penalty: 5291.652344
	Iteration 27Q: 3 clusters Score -4201442 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -4201499.000000 Penalty: 5291.652344
	Iteration 28Q: 3 clusters Score -4201499 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -4201568.500000 Penalty: 5291.652344
	Iteration 29Q: 3 clusters Score -4201568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4201613.000000 Penalty: 5291.652344
	Iteration 30Q: 3 clusters Score -4201613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -4201641.000000 Penalty: 5291.652344
	Iteration 31Q: 3 clusters Score -4201641 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -4201669.500000 Penalty: 5291.652344
	Iteration 32Q: 3 clusters Score -4201670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4201700.500000 Penalty: 5291.652344
	Iteration 33Q: 3 clusters Score -4201700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4201728.500000 Penalty: 5291.652344
	Iteration 34Q: 3 clusters Score -4201728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4201769.500000 Penalty: 5291.652344
	Iteration 35Q: 3 clusters Score -4201770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4201806.500000 Penalty: 5291.652344
	Iteration 36Q: 3 clusters Score -4201806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4201817.500000 Penalty: 5291.652344
	Iteration 37Q: 3 clusters Score -4201818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4201825.500000 Penalty: 5291.652344
	Iteration 38Q: 3 clusters Score -4201826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4201826.500000 Penalty: 5291.652344
	Iteration 39Q: 3 clusters Score -4201826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4201837.500000 Penalty: 5291.652344
	Iteration 40F: 3 clusters Score -4201838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -4201835.500000 Penalty: 5291.652344
	Iteration 41Q: 3 clusters Score -4201836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -4201845.000000 Penalty: 5291.652344
	Iteration 42Q: 3 clusters Score -4201845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4201851.000000 Penalty: 5291.652344
	Iteration 43Q: 3 clusters Score -4201851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4201857.500000 Penalty: 5291.652344
	Iteration 44Q: 3 clusters Score -4201858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -4201861.000000 Penalty: 5291.652344
	Iteration 45Q: 3 clusters Score -4201861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4201864.500000 Penalty: 5291.652344
	Iteration 46Q: 3 clusters Score -4201864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4201860.000000 Penalty: 5291.652344
	Iteration 47Q: 3 clusters Score -4201860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4201869.500000 Penalty: 5291.652344
	Iteration 48Q: 3 clusters Score -4201870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -4201882.000000 Penalty: 5291.652344
	Iteration 49Q: 3 clusters Score -4201882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -4201871.000000 Penalty: 5291.652344
	Iteration 50Q: 3 clusters Score -4201871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4201870.500000 Penalty: 5291.652344
	Iteration 51Q: 3 clusters Score -4201870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -4201874.500000 Penalty: 5291.652344
	Iteration 52Q: 3 clusters Score -4201874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4201880.000000 Penalty: 5291.652344
	Iteration 53Q: 3 clusters Score -4201880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -4201877.000000 Penalty: 5291.652344
	Iteration 54Q: 3 clusters Score -4201877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -4201880.500000 Penalty: 5291.652344
	Iteration 55Q: 3 clusters Score -4201880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -4201876.000000 Penalty: 5291.652344
	Iteration 56Q: 3 clusters Score -4201876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -4201880.500000 Penalty: 5291.652344
	Iteration 57Q: 3 clusters Score -4201880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4201883.000000 Penalty: 5291.652344
	Iteration 58Q: 3 clusters Score -4201883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4201886.000000 Penalty: 5291.652344
	Iteration 59Q: 3 clusters Score -4201886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4201882.500000 Penalty: 5291.652344
	Iteration 60F: 3 clusters Score -4201882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4201889.000000 Penalty: 5291.652344
	Iteration 61Q: 3 clusters Score -4201889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -4201890.000000 Penalty: 5291.652344
	Iteration 62Q: 3 clusters Score -4201890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -4201889.000000 Penalty: 5291.652344
	Iteration 63Q: 3 clusters Score -4201889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4201885.500000 Penalty: 5291.652344
	Iteration 64Q: 3 clusters Score -4201886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4201882.500000 Penalty: 5291.652344
	Iteration 65Q: 3 clusters Score -4201882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4201882.500000 Penalty: 5291.652344
	Iteration 66F: 3 clusters Score -4201882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -190618.656250 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -190618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -187869.546875 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -187869.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -188421.062500 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -188421.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -188574.890625 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -188574.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -188675.125000 Penalty: 3815.288330
	Iteration 3Q: 3 clusters Score -188675.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -188747.218750 Penalty: 3815.288330
	Iteration 4Q: 3 clusters Score -188747.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -188845.984375 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -188846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -188975.125000 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -188975.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -189148.968750 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -189149 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -189332.078125 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -189332.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -189490.515625 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -189490.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -189645.093750 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -189645.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -189760.046875 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -189760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -189846.593750 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -189846.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -189952.015625 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -189952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -190065.265625 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -190065.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -190193.312500 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -190193.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -190272.687500 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -190272.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -190299.687500 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -190299.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -190311.250000 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -190311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190316.593750 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -190316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -190319.156250 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -190319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190327.203125 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -190327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190334.703125 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -190334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -190337.265625 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -190337.3 nChanged 3
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: -190338.750000 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -190338.8 nChanged 2
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: -190340.890625 Penalty: 3815.288330
	Iteration 25Q: 3 clusters Score -190340.9 nChanged 2
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: -190342.078125 Penalty: 3815.288330
	Iteration 26Q: 3 clusters Score -190342.1 nChanged 0
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: -190342.078125 Penalty: 3815.288330
	Iteration 27F: 3 clusters Score -190342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -528678.875000 Penalty: 2145.757568
	Iteration 0F: 2 clusters Score -528678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -523776.312500 Penalty: 4291.515137
	Iteration 0F: 3 clusters Score -523776.3 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -525094.937500 Penalty: 4291.515137
	Iteration 1F: 3 clusters Score -525094.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -525388.125000 Penalty: 4291.515137
	Iteration 2F: 3 clusters Score -525388.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -525634.062500 Penalty: 4291.515137
	Iteration 3F: 3 clusters Score -525634.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -525889.812500 Penalty: 4291.515137
	Iteration 4F: 3 clusters Score -525889.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -526193.125000 Penalty: 4291.515137
	Iteration 5F: 3 clusters Score -526193.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -526647.187500 Penalty: 4291.515137
	Iteration 6F: 3 clusters Score -526647.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -527130.312500 Penalty: 4291.515137
	Iteration 7F: 3 clusters Score -527130.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -527495.125000 Penalty: 4291.515137
	Iteration 8F: 3 clusters Score -527495.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -527783.500000 Penalty: 4291.515137
	Iteration 9Q: 3 clusters Score -527783.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -527971.000000 Penalty: 4291.515137
	Iteration 10Q: 3 clusters Score -527971 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -528103.312500 Penalty: 4291.515137
	Iteration 11Q: 3 clusters Score -528103.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -528202.750000 Penalty: 4291.515137
	Iteration 12Q: 3 clusters Score -528202.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -528277.250000 Penalty: 4291.515137
	Iteration 13Q: 3 clusters Score -528277.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -528326.312500 Penalty: 4291.515137
	Iteration 14Q: 3 clusters Score -528326.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -528372.687500 Penalty: 4291.515137
	Iteration 15Q: 3 clusters Score -528372.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -528416.125000 Penalty: 4291.515137
	Iteration 16Q: 3 clusters Score -528416.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -528451.375000 Penalty: 4291.515137
	Iteration 17Q: 3 clusters Score -528451.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -528482.062500 Penalty: 4291.515137
	Iteration 18Q: 3 clusters Score -528482.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -528507.312500 Penalty: 4291.515137
	Iteration 19Q: 3 clusters Score -528507.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -528516.687500 Penalty: 4291.515137
	Iteration 20F: 3 clusters Score -528516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -528522.000000 Penalty: 4291.515137
	Iteration 21Q: 3 clusters Score -528522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -528525.000000 Penalty: 4291.515137
	Iteration 22Q: 3 clusters Score -528525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -528526.875000 Penalty: 4291.515137
	Iteration 23Q: 3 clusters Score -528526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -528529.125000 Penalty: 4291.515137
	Iteration 24Q: 3 clusters Score -528529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -528530.687500 Penalty: 4291.515137
	Iteration 25Q: 3 clusters Score -528530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -528531.937500 Penalty: 4291.515137
	Iteration 26Q: 3 clusters Score -528531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -528531.625000 Penalty: 4291.515137
	Iteration 27Q: 3 clusters Score -528531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -528532.312500 Penalty: 4291.515137
	Iteration 28Q: 3 clusters Score -528532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -528532.812500 Penalty: 4291.515137
	Iteration 29Q: 3 clusters Score -528532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -528532.562500 Penalty: 4291.515137
	Iteration 30Q: 3 clusters Score -528532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -528532.562500 Penalty: 4291.515137
	Iteration 31F: 3 clusters Score -528532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Entering Unmasked Estep 
Score: -464632.281250 Penalty: 2111.220215
	Iteration 0F: 2 clusters Score -464632.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -460184.531250 Penalty: 4222.440430
	Iteration 0F: 3 clusters Score -460184.5 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -461239.718750 Penalty: 4222.440430
	Iteration 1F: 3 clusters Score -461239.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -461479.281250 Penalty: 4222.440430
	Iteration 2F: 3 clusters Score -461479.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -461672.906250 Penalty: 4222.440430
	Iteration 3F: 3 clusters Score -461672.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -461847.375000 Penalty: 4222.440430
	Iteration 4Q: 3 clusters Score -461847.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -461975.593750 Penalty: 4222.440430
	Iteration 5Q: 3 clusters Score -461975.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -462076.500000 Penalty: 4222.440430
	Iteration 6Q: 3 clusters Score -462076.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -462177.406250 Penalty: 4222.440430
	Iteration 7Q: 3 clusters Score -462177.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -462282.156250 Penalty: 4222.440430
	Iteration 8Q: 3 clusters Score -462282.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -462358.218750 Penalty: 4222.440430
	Iteration 9Q: 3 clusters Score -462358.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -462433.281250 Penalty: 4222.440430
	Iteration 10Q: 3 clusters Score -462433.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -462505.125000 Penalty: 4222.440430
	Iteration 11Q: 3 clusters Score -462505.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -462581.812500 Penalty: 4222.440430
	Iteration 12Q: 3 clusters Score -462581.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -462670.593750 Penalty: 4222.440430
	Iteration 13Q: 3 clusters Score -462670.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -462771.062500 Penalty: 4222.440430
	Iteration 14Q: 3 clusters Score -462771.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -462878.968750 Penalty: 4222.440430
	Iteration 15Q: 3 clusters Score -462879 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -462958.875000 Penalty: 4222.440430
	Iteration 16Q: 3 clusters Score -462958.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -463012.531250 Penalty: 4222.440430
	Iteration 17Q: 3 clusters Score -463012.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -463048.343750 Penalty: 4222.440430
	Iteration 18Q: 3 clusters Score -463048.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -463076.031250 Penalty: 4222.440430
	Iteration 19Q: 3 clusters Score -463076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -463096.187500 Penalty: 4222.440430
	Iteration 20F: 3 clusters Score -463096.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -463112.531250 Penalty: 4222.440430
	Iteration 21Q: 3 clusters Score -463112.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -463134.312500 Penalty: 4222.440430
	Iteration 22Q: 3 clusters Score -463134.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -463156.093750 Penalty: 4222.440430
	Iteration 23Q: 3 clusters Score -463156.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -463173.031250 Penalty: 4222.440430
	Iteration 24Q: 3 clusters Score -463173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -463189.562500 Penalty: 4222.440430
	Iteration 25Q: 3 clusters Score -463189.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -463210.250000 Penalty: 4222.440430
	Iteration 26Q: 3 clusters Score -463210.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -463225.500000 Penalty: 4222.440430
	Iteration 27Q: 3 clusters Score -463225.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -463233.718750 Penalty: 4222.440430
	Iteration 28Q: 3 clusters Score -463233.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -463246.031250 Penalty: 4222.440430
	Iteration 29Q: 3 clusters Score -463246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -463256.750000 Penalty: 4222.440430
	Iteration 30Q: 3 clusters Score -463256.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -463272.218750 Penalty: 4222.440430
	Iteration 31Q: 3 clusters Score -463272.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -463281.625000 Penalty: 4222.440430
	Iteration 32Q: 3 clusters Score -463281.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -463293.875000 Penalty: 4222.440430
	Iteration 33Q: 3 clusters Score -463293.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -463301.781250 Penalty: 4222.440430
	Iteration 34Q: 3 clusters Score -463301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -463307.250000 Penalty: 4222.440430
	Iteration 35Q: 3 clusters Score -463307.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -463315.375000 Penalty: 4222.440430
	Iteration 36Q: 3 clusters Score -463315.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -463324.218750 Penalty: 4222.440430
	Iteration 37Q: 3 clusters Score -463324.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -463331.687500 Penalty: 4222.440430
	Iteration 38Q: 3 clusters Score -463331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -463335.375000 Penalty: 4222.440430
	Iteration 39Q: 3 clusters Score -463335.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -463341.406250 Penalty: 4222.440430
	Iteration 40F: 3 clusters Score -463341.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -463349.250000 Penalty: 4222.440430
	Iteration 41Q: 3 clusters Score -463349.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -463357.781250 Penalty: 4222.440430
	Iteration 42Q: 3 clusters Score -463357.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -463366.375000 Penalty: 4222.440430
	Iteration 43Q: 3 clusters Score -463366.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -463371.406250 Penalty: 4222.440430
	Iteration 44Q: 3 clusters Score -463371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -463375.750000 Penalty: 4222.440430
	Iteration 45Q: 3 clusters Score -463375.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -463380.000000 Penalty: 4222.440430
	Iteration 46Q: 3 clusters Score -463380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -463385.156250 Penalty: 4222.440430
	Iteration 47Q: 3 clusters Score -463385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -463387.468750 Penalty: 4222.440430
	Iteration 48Q: 3 clusters Score -463387.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -463389.812500 Penalty: 4222.440430
	Iteration 49Q: 3 clusters Score -463389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -463391.156250 Penalty: 4222.440430
	Iteration 50Q: 3 clusters Score -463391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -463391.593750 Penalty: 4222.440430
	Iteration 51Q: 3 clusters Score -463391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -463393.125000 Penalty: 4222.440430
	Iteration 52Q: 3 clusters Score -463393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -463394.343750 Penalty: 4222.440430
	Iteration 53Q: 3 clusters Score -463394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -463395.312500 Penalty: 4222.440430
	Iteration 54Q: 3 clusters Score -463395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -463395.593750 Penalty: 4222.440430
	Iteration 55Q: 3 clusters Score -463395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -463395.625000 Penalty: 4222.440430
	Iteration 56Q: 3 clusters Score -463395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -463395.625000 Penalty: 4222.440430
	Iteration 57F: 3 clusters Score -463395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Entering Unmasked Estep 
Score: -9916387.000000 Penalty: 2859.968262
	Iteration 0F: 2 clusters Score -9916387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -9848043.000000 Penalty: 5719.936523
	Iteration 0F: 3 clusters Score -9848043 nChanged 48248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -9876538.000000 Penalty: 5719.936523
	Iteration 1F: 3 clusters Score -9876538 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -9878583.000000 Penalty: 5719.936523
	Iteration 2Q: 3 clusters Score -9878583 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -9881279.000000 Penalty: 5719.936523
	Iteration 3F: 3 clusters Score -9881279 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -9884476.000000 Penalty: 5719.936523
	Iteration 4F: 3 clusters Score -9884476 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -9888103.000000 Penalty: 5719.936523
	Iteration 5F: 3 clusters Score -9888103 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -9891525.000000 Penalty: 5719.936523
	Iteration 6F: 3 clusters Score -9891525 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -9894424.000000 Penalty: 5719.936523
	Iteration 7F: 3 clusters Score -9894424 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -9897003.000000 Penalty: 5719.936523
	Iteration 8F: 3 clusters Score -9897003 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -9899516.000000 Penalty: 5719.936523
	Iteration 9Q: 3 clusters Score -9899516 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -9901926.000000 Penalty: 5719.936523
	Iteration 10Q: 3 clusters Score -9901926 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -9904353.000000 Penalty: 5719.936523
	Iteration 11Q: 3 clusters Score -9904353 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -9906782.000000 Penalty: 5719.936523
	Iteration 12Q: 3 clusters Score -9906782 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -9909108.000000 Penalty: 5719.936523
	Iteration 13Q: 3 clusters Score -9909108 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -9910897.000000 Penalty: 5719.936523
	Iteration 14Q: 3 clusters Score -9910897 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -9912214.000000 Penalty: 5719.936523
	Iteration 15Q: 3 clusters Score -9912214 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9913045.000000 Penalty: 5719.936523
	Iteration 16Q: 3 clusters Score -9913045 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9913464.000000 Penalty: 5719.936523
	Iteration 17Q: 3 clusters Score -9913464 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9913679.000000 Penalty: 5719.936523
	Iteration 18Q: 3 clusters Score -9913679 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9913800.000000 Penalty: 5719.936523
	Iteration 19Q: 3 clusters Score -9913800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9913856.000000 Penalty: 5719.936523
	Iteration 20F: 3 clusters Score -9913856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9913904.000000 Penalty: 5719.936523
	Iteration 21Q: 3 clusters Score -9913904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9913911.000000 Penalty: 5719.936523
	Iteration 22Q: 3 clusters Score -9913911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9913926.000000 Penalty: 5719.936523
	Iteration 23Q: 3 clusters Score -9913926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9913952.000000 Penalty: 5719.936523
	Iteration 24Q: 3 clusters Score -9913952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9913967.000000 Penalty: 5719.936523
	Iteration 25Q: 3 clusters Score -9913967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9913973.000000 Penalty: 5719.936523
	Iteration 26Q: 3 clusters Score -9913973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9913995.000000 Penalty: 5719.936523
	Iteration 27Q: 3 clusters Score -9913995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9914018.000000 Penalty: 5719.936523
	Iteration 28Q: 3 clusters Score -9914018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9914017.000000 Penalty: 5719.936523
	Iteration 29Q: 3 clusters Score -9914017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9914027.000000 Penalty: 5719.936523
	Iteration 30Q: 3 clusters Score -9914027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9914037.000000 Penalty: 5719.936523
	Iteration 31Q: 3 clusters Score -9914037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9914029.000000 Penalty: 5719.936523
	Iteration 32Q: 3 clusters Score -9914029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9914032.000000 Penalty: 5719.936523
	Iteration 33Q: 3 clusters Score -9914032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9914036.000000 Penalty: 5719.936523
	Iteration 34Q: 3 clusters Score -9914036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9914043.000000 Penalty: 5719.936523
	Iteration 35Q: 3 clusters Score -9914043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9914039.000000 Penalty: 5719.936523
	Iteration 36Q: 3 clusters Score -9914039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9914037.000000 Penalty: 5719.936523
	Iteration 37Q: 3 clusters Score -9914037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9914037.000000 Penalty: 5719.936523
	Iteration 38F: 3 clusters Score -9914037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -428727.875000 Penalty: 2092.607666
	Iteration 0F: 2 clusters Score -428727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -424422.468750 Penalty: 4185.215332
	Iteration 0F: 3 clusters Score -424422.5 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -425469.312500 Penalty: 4185.215332
	Iteration 1F: 3 clusters Score -425469.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -425773.656250 Penalty: 4185.215332
	Iteration 2F: 3 clusters Score -425773.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -426040.687500 Penalty: 4185.215332
	Iteration 3F: 3 clusters Score -426040.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -426226.437500 Penalty: 4185.215332
	Iteration 4F: 3 clusters Score -426226.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -426358.875000 Penalty: 4185.215332
	Iteration 5Q: 3 clusters Score -426358.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -426457.562500 Penalty: 4185.215332
	Iteration 6Q: 3 clusters Score -426457.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -426540.437500 Penalty: 4185.215332
	Iteration 7Q: 3 clusters Score -426540.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -426607.000000 Penalty: 4185.215332
	Iteration 8Q: 3 clusters Score -426607 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -426662.968750 Penalty: 4185.215332
	Iteration 9Q: 3 clusters Score -426663 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -426709.062500 Penalty: 4185.215332
	Iteration 10Q: 3 clusters Score -426709.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -426741.343750 Penalty: 4185.215332
	Iteration 11Q: 3 clusters Score -426741.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -426771.812500 Penalty: 4185.215332
	Iteration 12Q: 3 clusters Score -426771.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -426798.406250 Penalty: 4185.215332
	Iteration 13Q: 3 clusters Score -426798.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -426829.031250 Penalty: 4185.215332
	Iteration 14Q: 3 clusters Score -426829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -426856.875000 Penalty: 4185.215332
	Iteration 15Q: 3 clusters Score -426856.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -426891.687500 Penalty: 4185.215332
	Iteration 16Q: 3 clusters Score -426891.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -426919.125000 Penalty: 4185.215332
	Iteration 17Q: 3 clusters Score -426919.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -426942.281250 Penalty: 4185.215332
	Iteration 18Q: 3 clusters Score -426942.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -426967.250000 Penalty: 4185.215332
	Iteration 19Q: 3 clusters Score -426967.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -426994.593750 Penalty: 4185.215332
	Iteration 20F: 3 clusters Score -426994.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -427040.531250 Penalty: 4185.215332
	Iteration 21Q: 3 clusters Score -427040.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -427106.062500 Penalty: 4185.215332
	Iteration 22Q: 3 clusters Score -427106.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -427174.125000 Penalty: 4185.215332
	Iteration 23Q: 3 clusters Score -427174.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -427231.375000 Penalty: 4185.215332
	Iteration 24Q: 3 clusters Score -427231.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -427277.531250 Penalty: 4185.215332
	Iteration 25Q: 3 clusters Score -427277.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -427310.781250 Penalty: 4185.215332
	Iteration 26Q: 3 clusters Score -427310.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -427346.312500 Penalty: 4185.215332
	Iteration 27Q: 3 clusters Score -427346.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -427382.156250 Penalty: 4185.215332
	Iteration 28Q: 3 clusters Score -427382.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -427412.687500 Penalty: 4185.215332
	Iteration 29Q: 3 clusters Score -427412.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -427434.187500 Penalty: 4185.215332
	Iteration 30Q: 3 clusters Score -427434.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -427449.656250 Penalty: 4185.215332
	Iteration 31Q: 3 clusters Score -427449.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -427461.062500 Penalty: 4185.215332
	Iteration 32Q: 3 clusters Score -427461.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -427468.937500 Penalty: 4185.215332
	Iteration 33Q: 3 clusters Score -427468.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -427474.937500 Penalty: 4185.215332
	Iteration 34Q: 3 clusters Score -427474.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -427482.625000 Penalty: 4185.215332
	Iteration 35Q: 3 clusters Score -427482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -427489.250000 Penalty: 4185.215332
	Iteration 36Q: 3 clusters Score -427489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -427497.656250 Penalty: 4185.215332
	Iteration 37Q: 3 clusters Score -427497.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -427506.468750 Penalty: 4185.215332
	Iteration 38Q: 3 clusters Score -427506.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -427514.593750 Penalty: 4185.215332
	Iteration 39Q: 3 clusters Score -427514.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -427520.625000 Penalty: 4185.215332
	Iteration 40F: 3 clusters Score -427520.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -427528.875000 Penalty: 4185.215332
	Iteration 41Q: 3 clusters Score -427528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -427538.593750 Penalty: 4185.215332
	Iteration 42Q: 3 clusters Score -427538.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -427550.968750 Penalty: 4185.215332
	Iteration 43Q: 3 clusters Score -427551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -427565.781250 Penalty: 4185.215332
	Iteration 44Q: 3 clusters Score -427565.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -427574.125000 Penalty: 4185.215332
	Iteration 45Q: 3 clusters Score -427574.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -427581.156250 Penalty: 4185.215332
	Iteration 46Q: 3 clusters Score -427581.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -427587.468750 Penalty: 4185.215332
	Iteration 47Q: 3 clusters Score -427587.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -427592.375000 Penalty: 4185.215332
	Iteration 48Q: 3 clusters Score -427592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -427596.968750 Penalty: 4185.215332
	Iteration 49Q: 3 clusters Score -427597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -427601.406250 Penalty: 4185.215332
	Iteration 50Q: 3 clusters Score -427601.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -427605.968750 Penalty: 4185.215332
	Iteration 51Q: 3 clusters Score -427606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -427612.343750 Penalty: 4185.215332
	Iteration 52Q: 3 clusters Score -427612.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -427617.593750 Penalty: 4185.215332
	Iteration 53Q: 3 clusters Score -427617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -427622.562500 Penalty: 4185.215332
	Iteration 54Q: 3 clusters Score -427622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -427626.187500 Penalty: 4185.215332
	Iteration 55Q: 3 clusters Score -427626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -427632.218750 Penalty: 4185.215332
	Iteration 56Q: 3 clusters Score -427632.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -427637.218750 Penalty: 4185.215332
	Iteration 57Q: 3 clusters Score -427637.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -427640.656250 Penalty: 4185.215332
	Iteration 58Q: 3 clusters Score -427640.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -427643.937500 Penalty: 4185.215332
	Iteration 59Q: 3 clusters Score -427643.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -427646.656250 Penalty: 4185.215332
	Iteration 60F: 3 clusters Score -427646.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -427649.156250 Penalty: 4185.215332
	Iteration 61Q: 3 clusters Score -427649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -427651.500000 Penalty: 4185.215332
	Iteration 62Q: 3 clusters Score -427651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -427653.781250 Penalty: 4185.215332
	Iteration 63Q: 3 clusters Score -427653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -427654.125000 Penalty: 4185.215332
	Iteration 64Q: 3 clusters Score -427654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -427654.125000 Penalty: 4185.215332
	Iteration 65F: 3 clusters Score -427654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -398875.562500 Penalty: 2074.340088
	Iteration 0F: 2 clusters Score -398875.6 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 2160 members 
Entering Unmasked Estep 
Score: -394833.000000 Penalty: 4148.680176
	Iteration 0F: 3 clusters Score -394833 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -395847.406250 Penalty: 4148.680176
	Iteration 1F: 3 clusters Score -395847.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -396162.062500 Penalty: 4148.680176
	Iteration 2F: 3 clusters Score -396162.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -396378.906250 Penalty: 4148.680176
	Iteration 3F: 3 clusters Score -396378.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396601.343750 Penalty: 4148.680176
	Iteration 4F: 3 clusters Score -396601.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -396834.437500 Penalty: 4148.680176
	Iteration 5F: 3 clusters Score -396834.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -397075.218750 Penalty: 4148.680176
	Iteration 6F: 3 clusters Score -397075.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -397236.562500 Penalty: 4148.680176
	Iteration 7Q: 3 clusters Score -397236.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -397353.500000 Penalty: 4148.680176
	Iteration 8Q: 3 clusters Score -397353.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397429.906250 Penalty: 4148.680176
	Iteration 9Q: 3 clusters Score -397429.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -397474.093750 Penalty: 4148.680176
	Iteration 10Q: 3 clusters Score -397474.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -397505.375000 Penalty: 4148.680176
	Iteration 11Q: 3 clusters Score -397505.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -397524.531250 Penalty: 4148.680176
	Iteration 12Q: 3 clusters Score -397524.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -397539.812500 Penalty: 4148.680176
	Iteration 13Q: 3 clusters Score -397539.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -397549.000000 Penalty: 4148.680176
	Iteration 14Q: 3 clusters Score -397549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -397559.156250 Penalty: 4148.680176
	Iteration 15Q: 3 clusters Score -397559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -397564.156250 Penalty: 4148.680176
	Iteration 16Q: 3 clusters Score -397564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -397567.218750 Penalty: 4148.680176
	Iteration 17Q: 3 clusters Score -397567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -397568.343750 Penalty: 4148.680176
	Iteration 18Q: 3 clusters Score -397568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -397571.781250 Penalty: 4148.680176
	Iteration 19Q: 3 clusters Score -397571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -397574.156250 Penalty: 4148.680176
	Iteration 20F: 3 clusters Score -397574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -397576.531250 Penalty: 4148.680176
	Iteration 21Q: 3 clusters Score -397576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -397580.500000 Penalty: 4148.680176
	Iteration 22Q: 3 clusters Score -397580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -397582.562500 Penalty: 4148.680176
	Iteration 23Q: 3 clusters Score -397582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -397584.687500 Penalty: 4148.680176
	Iteration 24Q: 3 clusters Score -397584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -397585.468750 Penalty: 4148.680176
	Iteration 25Q: 3 clusters Score -397585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -397586.312500 Penalty: 4148.680176
	Iteration 26Q: 3 clusters Score -397586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -397586.281250 Penalty: 4148.680176
	Iteration 27Q: 3 clusters Score -397586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -397587.937500 Penalty: 4148.680176
	Iteration 28Q: 3 clusters Score -397587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -397587.531250 Penalty: 4148.680176
	Iteration 29Q: 3 clusters Score -397587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -397587.531250 Penalty: 4148.680176
	Iteration 30F: 3 clusters Score -397587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -468010.500000 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -468010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -463794.625000 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -463794.6 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -464739.375000 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -464739.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -464919.562500 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -464919.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -465020.093750 Penalty: 4180.359375
	Iteration 3Q: 3 clusters Score -465020.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -465081.468750 Penalty: 4180.359375
	Iteration 4Q: 3 clusters Score -465081.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -465129.437500 Penalty: 4180.359375
	Iteration 5Q: 3 clusters Score -465129.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -465166.000000 Penalty: 4180.359375
	Iteration 6Q: 3 clusters Score -465166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -465200.718750 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -465200.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -465232.375000 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -465232.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -465264.968750 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -465265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -465299.312500 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -465299.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -465328.718750 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -465328.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -465359.281250 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -465359.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -465389.406250 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -465389.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -465417.843750 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -465417.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -465449.906250 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -465449.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -465481.906250 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -465481.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -465519.937500 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -465519.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -465563.781250 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -465563.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -465608.031250 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -465608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -465648.218750 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -465648.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -465684.875000 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -465684.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -465720.093750 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -465720.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -465756.187500 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -465756.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -465787.531250 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -465787.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -465815.875000 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -465815.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -465843.062500 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -465843.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -465867.031250 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -465867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -465886.750000 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -465886.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -465908.500000 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -465908.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -465932.718750 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -465932.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -465951.000000 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -465951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -465965.406250 Penalty: 4180.359375
	Iteration 32Q: 3 clusters Score -465965.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -465977.593750 Penalty: 4180.359375
	Iteration 33Q: 3 clusters Score -465977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -465987.781250 Penalty: 4180.359375
	Iteration 34Q: 3 clusters Score -465987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -465998.062500 Penalty: 4180.359375
	Iteration 35Q: 3 clusters Score -465998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -466003.812500 Penalty: 4180.359375
	Iteration 36Q: 3 clusters Score -466003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -466008.968750 Penalty: 4180.359375
	Iteration 37Q: 3 clusters Score -466009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -466013.906250 Penalty: 4180.359375
	Iteration 38Q: 3 clusters Score -466013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -466023.750000 Penalty: 4180.359375
	Iteration 39Q: 3 clusters Score -466023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -466033.375000 Penalty: 4180.359375
	Iteration 40F: 3 clusters Score -466033.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -466043.875000 Penalty: 4180.359375
	Iteration 41Q: 3 clusters Score -466043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -466056.906250 Penalty: 4180.359375
	Iteration 42Q: 3 clusters Score -466056.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -466071.625000 Penalty: 4180.359375
	Iteration 43Q: 3 clusters Score -466071.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -466086.062500 Penalty: 4180.359375
	Iteration 44Q: 3 clusters Score -466086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -466098.781250 Penalty: 4180.359375
	Iteration 45Q: 3 clusters Score -466098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -466108.593750 Penalty: 4180.359375
	Iteration 46Q: 3 clusters Score -466108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -466115.375000 Penalty: 4180.359375
	Iteration 47Q: 3 clusters Score -466115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -466119.968750 Penalty: 4180.359375
	Iteration 48Q: 3 clusters Score -466120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -466124.750000 Penalty: 4180.359375
	Iteration 49Q: 3 clusters Score -466124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -466129.281250 Penalty: 4180.359375
	Iteration 50Q: 3 clusters Score -466129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -466129.343750 Penalty: 4180.359375
	Iteration 51Q: 3 clusters Score -466129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -466131.031250 Penalty: 4180.359375
	Iteration 52Q: 3 clusters Score -466131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -466131.156250 Penalty: 4180.359375
	Iteration 53Q: 3 clusters Score -466131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -466132.062500 Penalty: 4180.359375
	Iteration 54Q: 3 clusters Score -466132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -466135.000000 Penalty: 4180.359375
	Iteration 55Q: 3 clusters Score -466135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -466137.781250 Penalty: 4180.359375
	Iteration 56Q: 3 clusters Score -466137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -466142.062500 Penalty: 4180.359375
	Iteration 57Q: 3 clusters Score -466142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -466143.281250 Penalty: 4180.359375
	Iteration 58Q: 3 clusters Score -466143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -466143.687500 Penalty: 4180.359375
	Iteration 59Q: 3 clusters Score -466143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -466144.843750 Penalty: 4180.359375
	Iteration 60F: 3 clusters Score -466144.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -638456.937500 Penalty: 2179.381836
	Iteration 0F: 2 clusters Score -638456.9 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 3281 members 
Entering Unmasked Estep 
Score: -632986.312500 Penalty: 4358.763672
	Iteration 0F: 3 clusters Score -632986.3 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -634390.187500 Penalty: 4358.763672
	Iteration 1F: 3 clusters Score -634390.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -634666.875000 Penalty: 4358.763672
	Iteration 2F: 3 clusters Score -634666.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -634845.812500 Penalty: 4358.763672
	Iteration 3Q: 3 clusters Score -634845.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -635003.250000 Penalty: 4358.763672
	Iteration 4Q: 3 clusters Score -635003.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -635137.000000 Penalty: 4358.763672
	Iteration 5Q: 3 clusters Score -635137 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -635272.000000 Penalty: 4358.763672
	Iteration 6Q: 3 clusters Score -635272 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -635405.625000 Penalty: 4358.763672
	Iteration 7Q: 3 clusters Score -635405.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -635549.062500 Penalty: 4358.763672
	Iteration 8Q: 3 clusters Score -635549.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -635704.125000 Penalty: 4358.763672
	Iteration 9Q: 3 clusters Score -635704.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -635866.875000 Penalty: 4358.763672
	Iteration 10Q: 3 clusters Score -635866.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -636003.812500 Penalty: 4358.763672
	Iteration 11Q: 3 clusters Score -636003.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -636132.875000 Penalty: 4358.763672
	Iteration 12Q: 3 clusters Score -636132.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -636239.625000 Penalty: 4358.763672
	Iteration 13Q: 3 clusters Score -636239.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -636304.875000 Penalty: 4358.763672
	Iteration 14Q: 3 clusters Score -636304.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -636354.437500 Penalty: 4358.763672
	Iteration 15Q: 3 clusters Score -636354.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -636392.562500 Penalty: 4358.763672
	Iteration 16Q: 3 clusters Score -636392.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -636419.437500 Penalty: 4358.763672
	Iteration 17Q: 3 clusters Score -636419.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -636440.062500 Penalty: 4358.763672
	Iteration 18Q: 3 clusters Score -636440.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -636454.500000 Penalty: 4358.763672
	Iteration 19Q: 3 clusters Score -636454.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -636463.375000 Penalty: 4358.763672
	Iteration 20F: 3 clusters Score -636463.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -636472.687500 Penalty: 4358.763672
	Iteration 21Q: 3 clusters Score -636472.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -636477.687500 Penalty: 4358.763672
	Iteration 22Q: 3 clusters Score -636477.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -636480.687500 Penalty: 4358.763672
	Iteration 23Q: 3 clusters Score -636480.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -636486.500000 Penalty: 4358.763672
	Iteration 24Q: 3 clusters Score -636486.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -636488.312500 Penalty: 4358.763672
	Iteration 25Q: 3 clusters Score -636488.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -636491.000000 Penalty: 4358.763672
	Iteration 26Q: 3 clusters Score -636491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -636492.312500 Penalty: 4358.763672
	Iteration 27Q: 3 clusters Score -636492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -636491.625000 Penalty: 4358.763672
	Iteration 28Q: 3 clusters Score -636491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -636492.625000 Penalty: 4358.763672
	Iteration 29Q: 3 clusters Score -636492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -636494.312500 Penalty: 4358.763672
	Iteration 30Q: 3 clusters Score -636494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -636495.437500 Penalty: 4358.763672
	Iteration 31Q: 3 clusters Score -636495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -636497.937500 Penalty: 4358.763672
	Iteration 32Q: 3 clusters Score -636497.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -636499.375000 Penalty: 4358.763672
	Iteration 33Q: 3 clusters Score -636499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -636499.812500 Penalty: 4358.763672
	Iteration 34Q: 3 clusters Score -636499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -636503.312500 Penalty: 4358.763672
	Iteration 35Q: 3 clusters Score -636503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -636503.375000 Penalty: 4358.763672
	Iteration 36Q: 3 clusters Score -636503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -636504.125000 Penalty: 4358.763672
	Iteration 37Q: 3 clusters Score -636504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -636506.437500 Penalty: 4358.763672
	Iteration 38Q: 3 clusters Score -636506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -636506.250000 Penalty: 4358.763672
	Iteration 39Q: 3 clusters Score -636506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -636507.750000 Penalty: 4358.763672
	Iteration 40F: 3 clusters Score -636507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -636509.437500 Penalty: 4358.763672
	Iteration 41Q: 3 clusters Score -636509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -636511.125000 Penalty: 4358.763672
	Iteration 42Q: 3 clusters Score -636511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -636511.500000 Penalty: 4358.763672
	Iteration 43Q: 3 clusters Score -636511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -636511.250000 Penalty: 4358.763672
	Iteration 44Q: 3 clusters Score -636511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -636514.437500 Penalty: 4358.763672
	Iteration 45Q: 3 clusters Score -636514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -636513.875000 Penalty: 4358.763672
	Iteration 46Q: 3 clusters Score -636513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -636513.625000 Penalty: 4358.763672
	Iteration 47Q: 3 clusters Score -636513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -636515.125000 Penalty: 4358.763672
	Iteration 48Q: 3 clusters Score -636515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -636516.500000 Penalty: 4358.763672
	Iteration 49Q: 3 clusters Score -636516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -636516.500000 Penalty: 4358.763672
	Iteration 50F: 3 clusters Score -636516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -331934.250000 Penalty: 2027.954224
	Iteration 0F: 2 clusters Score -331934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -328294.375000 Penalty: 4055.908447
	Iteration 0F: 3 clusters Score -328294.4 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329020.906250 Penalty: 4055.908447
	Iteration 1F: 3 clusters Score -329020.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -329196.968750 Penalty: 4055.908447
	Iteration 2F: 3 clusters Score -329197 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329320.937500 Penalty: 4055.908447
	Iteration 3F: 3 clusters Score -329320.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -329409.187500 Penalty: 4055.908447
	Iteration 4Q: 3 clusters Score -329409.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -329469.093750 Penalty: 4055.908447
	Iteration 5Q: 3 clusters Score -329469.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -329503.843750 Penalty: 4055.908447
	Iteration 6Q: 3 clusters Score -329503.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -329539.875000 Penalty: 4055.908447
	Iteration 7Q: 3 clusters Score -329539.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -329588.718750 Penalty: 4055.908447
	Iteration 8Q: 3 clusters Score -329588.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -329621.937500 Penalty: 4055.908447
	Iteration 9Q: 3 clusters Score -329621.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -329656.406250 Penalty: 4055.908447
	Iteration 10Q: 3 clusters Score -329656.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -329685.031250 Penalty: 4055.908447
	Iteration 11Q: 3 clusters Score -329685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -329708.843750 Penalty: 4055.908447
	Iteration 12Q: 3 clusters Score -329708.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -329735.968750 Penalty: 4055.908447
	Iteration 13Q: 3 clusters Score -329736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -329777.781250 Penalty: 4055.908447
	Iteration 14Q: 3 clusters Score -329777.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329835.625000 Penalty: 4055.908447
	Iteration 15Q: 3 clusters Score -329835.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -329898.625000 Penalty: 4055.908447
	Iteration 16Q: 3 clusters Score -329898.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329998.156250 Penalty: 4055.908447
	Iteration 17Q: 3 clusters Score -329998.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -330114.593750 Penalty: 4055.908447
	Iteration 18Q: 3 clusters Score -330114.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -330253.812500 Penalty: 4055.908447
	Iteration 19Q: 3 clusters Score -330253.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -330391.687500 Penalty: 4055.908447
	Iteration 20F: 3 clusters Score -330391.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -330502.843750 Penalty: 4055.908447
	Iteration 21Q: 3 clusters Score -330502.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -330574.812500 Penalty: 4055.908447
	Iteration 22Q: 3 clusters Score -330574.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -330631.531250 Penalty: 4055.908447
	Iteration 23Q: 3 clusters Score -330631.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -330674.031250 Penalty: 4055.908447
	Iteration 24Q: 3 clusters Score -330674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -330715.187500 Penalty: 4055.908447
	Iteration 25Q: 3 clusters Score -330715.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -330748.687500 Penalty: 4055.908447
	Iteration 26Q: 3 clusters Score -330748.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330771.281250 Penalty: 4055.908447
	Iteration 27Q: 3 clusters Score -330771.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330786.125000 Penalty: 4055.908447
	Iteration 28Q: 3 clusters Score -330786.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330796.468750 Penalty: 4055.908447
	Iteration 29Q: 3 clusters Score -330796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330800.125000 Penalty: 4055.908447
	Iteration 30Q: 3 clusters Score -330800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -330802.500000 Penalty: 4055.908447
	Iteration 31Q: 3 clusters Score -330802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -330803.187500 Penalty: 4055.908447
	Iteration 32Q: 3 clusters Score -330803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330804.718750 Penalty: 4055.908447
	Iteration 33Q: 3 clusters Score -330804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -330805.593750 Penalty: 4055.908447
	Iteration 34Q: 3 clusters Score -330805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -330808.625000 Penalty: 4055.908447
	Iteration 35Q: 3 clusters Score -330808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -330809.437500 Penalty: 4055.908447
	Iteration 36Q: 3 clusters Score -330809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -330810.000000 Penalty: 4055.908447
	Iteration 37Q: 3 clusters Score -330810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -330810.000000 Penalty: 4055.908447
	Iteration 38F: 3 clusters Score -330810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -206066.781250 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -206066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -203119.015625 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -203119 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -203979.125000 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -203979.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -204434.078125 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -204434.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204798.718750 Penalty: 3900.942627
	Iteration 3F: 3 clusters Score -204798.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205073.859375 Penalty: 3900.942627
	Iteration 4F: 3 clusters Score -205073.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205295.328125 Penalty: 3900.942627
	Iteration 5F: 3 clusters Score -205295.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -205463.656250 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -205463.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205573.140625 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -205573.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205640.593750 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -205640.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -205687.828125 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -205687.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205714.234375 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -205714.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -205733.390625 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -205733.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205742.859375 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -205742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205748.968750 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -205749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205752.718750 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -205752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205755.843750 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -205755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205757.562500 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -205757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -205758.390625 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -205758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205758.640625 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -205758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -205760.546875 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -205760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -205761.328125 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -205761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -592122.687500 Penalty: 2153.353516
	Iteration 0F: 2 clusters Score -592122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -587049.000000 Penalty: 4306.707031
	Iteration 0F: 3 clusters Score -587049 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -588293.187500 Penalty: 4306.707031
	Iteration 1F: 3 clusters Score -588293.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -588510.187500 Penalty: 4306.707031
	Iteration 2F: 3 clusters Score -588510.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -588653.687500 Penalty: 4306.707031
	Iteration 3Q: 3 clusters Score -588653.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -588749.937500 Penalty: 4306.707031
	Iteration 4Q: 3 clusters Score -588749.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -588822.437500 Penalty: 4306.707031
	Iteration 5Q: 3 clusters Score -588822.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -588878.187500 Penalty: 4306.707031
	Iteration 6Q: 3 clusters Score -588878.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -588922.562500 Penalty: 4306.707031
	Iteration 7Q: 3 clusters Score -588922.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -588964.187500 Penalty: 4306.707031
	Iteration 8Q: 3 clusters Score -588964.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -589006.125000 Penalty: 4306.707031
	Iteration 9Q: 3 clusters Score -589006.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -589054.375000 Penalty: 4306.707031
	Iteration 10Q: 3 clusters Score -589054.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -589101.625000 Penalty: 4306.707031
	Iteration 11Q: 3 clusters Score -589101.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -589149.562500 Penalty: 4306.707031
	Iteration 12Q: 3 clusters Score -589149.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -589203.187500 Penalty: 4306.707031
	Iteration 13Q: 3 clusters Score -589203.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -589257.875000 Penalty: 4306.707031
	Iteration 14Q: 3 clusters Score -589257.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -589315.312500 Penalty: 4306.707031
	Iteration 15Q: 3 clusters Score -589315.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -589394.875000 Penalty: 4306.707031
	Iteration 16Q: 3 clusters Score -589394.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -589492.312500 Penalty: 4306.707031
	Iteration 17Q: 3 clusters Score -589492.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -589585.125000 Penalty: 4306.707031
	Iteration 18Q: 3 clusters Score -589585.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -589671.250000 Penalty: 4306.707031
	Iteration 19Q: 3 clusters Score -589671.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -589766.812500 Penalty: 4306.707031
	Iteration 20F: 3 clusters Score -589766.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -589840.062500 Penalty: 4306.707031
	Iteration 21Q: 3 clusters Score -589840.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -589914.312500 Penalty: 4306.707031
	Iteration 22Q: 3 clusters Score -589914.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -589986.375000 Penalty: 4306.707031
	Iteration 23Q: 3 clusters Score -589986.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -590044.125000 Penalty: 4306.707031
	Iteration 24Q: 3 clusters Score -590044.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -590095.375000 Penalty: 4306.707031
	Iteration 25Q: 3 clusters Score -590095.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -590139.375000 Penalty: 4306.707031
	Iteration 26Q: 3 clusters Score -590139.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -590172.000000 Penalty: 4306.707031
	Iteration 27Q: 3 clusters Score -590172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -590192.312500 Penalty: 4306.707031
	Iteration 28Q: 3 clusters Score -590192.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -590203.875000 Penalty: 4306.707031
	Iteration 29Q: 3 clusters Score -590203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -590211.625000 Penalty: 4306.707031
	Iteration 30Q: 3 clusters Score -590211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -590217.437500 Penalty: 4306.707031
	Iteration 31Q: 3 clusters Score -590217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -590216.937500 Penalty: 4306.707031
	Iteration 32Q: 3 clusters Score -590216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -590219.312500 Penalty: 4306.707031
	Iteration 33Q: 3 clusters Score -590219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -590221.125000 Penalty: 4306.707031
	Iteration 34Q: 3 clusters Score -590221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -590223.187500 Penalty: 4306.707031
	Iteration 35Q: 3 clusters Score -590223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -590228.687500 Penalty: 4306.707031
	Iteration 36Q: 3 clusters Score -590228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -590232.125000 Penalty: 4306.707031
	Iteration 37Q: 3 clusters Score -590232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -590235.937500 Penalty: 4306.707031
	Iteration 38Q: 3 clusters Score -590235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -590237.625000 Penalty: 4306.707031
	Iteration 39Q: 3 clusters Score -590237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -590238.562500 Penalty: 4306.707031
	Iteration 40F: 3 clusters Score -590238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -590239.500000 Penalty: 4306.707031
	Iteration 41Q: 3 clusters Score -590239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -590244.062500 Penalty: 4306.707031
	Iteration 42Q: 3 clusters Score -590244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -590247.437500 Penalty: 4306.707031
	Iteration 43Q: 3 clusters Score -590247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -590250.875000 Penalty: 4306.707031
	Iteration 44Q: 3 clusters Score -590250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -590255.312500 Penalty: 4306.707031
	Iteration 45Q: 3 clusters Score -590255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -590259.937500 Penalty: 4306.707031
	Iteration 46Q: 3 clusters Score -590259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -590265.562500 Penalty: 4306.707031
	Iteration 47Q: 3 clusters Score -590265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -590267.562500 Penalty: 4306.707031
	Iteration 48Q: 3 clusters Score -590267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -590270.062500 Penalty: 4306.707031
	Iteration 49Q: 3 clusters Score -590270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -590271.062500 Penalty: 4306.707031
	Iteration 50Q: 3 clusters Score -590271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -590272.187500 Penalty: 4306.707031
	Iteration 51Q: 3 clusters Score -590272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -590272.437500 Penalty: 4306.707031
	Iteration 52Q: 3 clusters Score -590272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -590274.500000 Penalty: 4306.707031
	Iteration 53Q: 3 clusters Score -590274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -590274.500000 Penalty: 4306.707031
	Iteration 54F: 3 clusters Score -590274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -133009.031250 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -133009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -130732.914062 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -130732.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131088.468750 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -131088.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -131214.015625 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -131214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -131283.500000 Penalty: 3616.323486
	Iteration 3Q: 3 clusters Score -131283.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131332.593750 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -131332.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131358.437500 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -131358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131375.500000 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -131375.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131384.734375 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -131384.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131395.062500 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -131395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131400.171875 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -131400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -131402.421875 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -131402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131406.281250 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -131406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131409.515625 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -131409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131410.281250 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -131410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131410.281250 Penalty: 3616.323486
	Iteration 14F: 3 clusters Score -131410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Entering Unmasked Estep 
Score: -3350872.250000 Penalty: 2584.001221
	Iteration 0F: 2 clusters Score -3350872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3328043.250000 Penalty: 5168.002441
	Iteration 0F: 3 clusters Score -3328043 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3336521.750000 Penalty: 5168.002441
	Iteration 1F: 3 clusters Score -3336522 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3337148.000000 Penalty: 5168.002441
	Iteration 2F: 3 clusters Score -3337148 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3337677.250000 Penalty: 5168.002441
	Iteration 3Q: 3 clusters Score -3337677 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3338139.250000 Penalty: 5168.002441
	Iteration 4Q: 3 clusters Score -3338139 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3338575.250000 Penalty: 5168.002441
	Iteration 5Q: 3 clusters Score -3338575 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3339024.000000 Penalty: 5168.002441
	Iteration 6Q: 3 clusters Score -3339024 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3339446.500000 Penalty: 5168.002441
	Iteration 7Q: 3 clusters Score -3339446 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3339905.750000 Penalty: 5168.002441
	Iteration 8Q: 3 clusters Score -3339906 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3340363.500000 Penalty: 5168.002441
	Iteration 9Q: 3 clusters Score -3340364 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3340831.500000 Penalty: 5168.002441
	Iteration 10Q: 3 clusters Score -3340832 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3341292.000000 Penalty: 5168.002441
	Iteration 11Q: 3 clusters Score -3341292 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3341725.250000 Penalty: 5168.002441
	Iteration 12Q: 3 clusters Score -3341725 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3342104.750000 Penalty: 5168.002441
	Iteration 13Q: 3 clusters Score -3342105 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3342421.500000 Penalty: 5168.002441
	Iteration 14Q: 3 clusters Score -3342422 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3342699.250000 Penalty: 5168.002441
	Iteration 15Q: 3 clusters Score -3342699 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3342982.500000 Penalty: 5168.002441
	Iteration 16Q: 3 clusters Score -3342982 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3343211.000000 Penalty: 5168.002441
	Iteration 17Q: 3 clusters Score -3343211 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3343416.500000 Penalty: 5168.002441
	Iteration 18Q: 3 clusters Score -3343416 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3343628.250000 Penalty: 5168.002441
	Iteration 19Q: 3 clusters Score -3343628 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3343812.750000 Penalty: 5168.002441
	Iteration 20F: 3 clusters Score -3343813 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3344018.250000 Penalty: 5168.002441
	Iteration 21Q: 3 clusters Score -3344018 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3344235.750000 Penalty: 5168.002441
	Iteration 22Q: 3 clusters Score -3344236 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3344424.250000 Penalty: 5168.002441
	Iteration 23Q: 3 clusters Score -3344424 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3344618.000000 Penalty: 5168.002441
	Iteration 24Q: 3 clusters Score -3344618 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3344812.750000 Penalty: 5168.002441
	Iteration 25Q: 3 clusters Score -3344813 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3344993.750000 Penalty: 5168.002441
	Iteration 26Q: 3 clusters Score -3344994 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3345205.500000 Penalty: 5168.002441
	Iteration 27Q: 3 clusters Score -3345206 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3345417.500000 Penalty: 5168.002441
	Iteration 28Q: 3 clusters Score -3345418 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3345688.000000 Penalty: 5168.002441
	Iteration 29Q: 3 clusters Score -3345688 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3345955.250000 Penalty: 5168.002441
	Iteration 30Q: 3 clusters Score -3345955 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3346264.750000 Penalty: 5168.002441
	Iteration 31Q: 3 clusters Score -3346265 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3346566.250000 Penalty: 5168.002441
	Iteration 32Q: 3 clusters Score -3346566 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3346913.250000 Penalty: 5168.002441
	Iteration 33Q: 3 clusters Score -3346913 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3347239.750000 Penalty: 5168.002441
	Iteration 34Q: 3 clusters Score -3347240 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3347538.250000 Penalty: 5168.002441
	Iteration 35Q: 3 clusters Score -3347538 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3347769.500000 Penalty: 5168.002441
	Iteration 36Q: 3 clusters Score -3347770 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3347992.000000 Penalty: 5168.002441
	Iteration 37Q: 3 clusters Score -3347992 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3348167.500000 Penalty: 5168.002441
	Iteration 38Q: 3 clusters Score -3348168 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3348304.500000 Penalty: 5168.002441
	Iteration 39Q: 3 clusters Score -3348304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3348408.500000 Penalty: 5168.002441
	Iteration 40F: 3 clusters Score -3348408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3348495.000000 Penalty: 5168.002441
	Iteration 41Q: 3 clusters Score -3348495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3348543.500000 Penalty: 5168.002441
	Iteration 42Q: 3 clusters Score -3348544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3348577.500000 Penalty: 5168.002441
	Iteration 43Q: 3 clusters Score -3348578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3348614.500000 Penalty: 5168.002441
	Iteration 44Q: 3 clusters Score -3348614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3348649.500000 Penalty: 5168.002441
	Iteration 45Q: 3 clusters Score -3348650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3348672.750000 Penalty: 5168.002441
	Iteration 46Q: 3 clusters Score -3348673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3348684.000000 Penalty: 5168.002441
	Iteration 47Q: 3 clusters Score -3348684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3348698.500000 Penalty: 5168.002441
	Iteration 48Q: 3 clusters Score -3348698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3348706.000000 Penalty: 5168.002441
	Iteration 49Q: 3 clusters Score -3348706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3348707.500000 Penalty: 5168.002441
	Iteration 50Q: 3 clusters Score -3348708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3348726.500000 Penalty: 5168.002441
	Iteration 51Q: 3 clusters Score -3348726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3348736.750000 Penalty: 5168.002441
	Iteration 52Q: 3 clusters Score -3348737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3348738.250000 Penalty: 5168.002441
	Iteration 53Q: 3 clusters Score -3348738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3348742.750000 Penalty: 5168.002441
	Iteration 54Q: 3 clusters Score -3348743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3348742.500000 Penalty: 5168.002441
	Iteration 55Q: 3 clusters Score -3348742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3348744.250000 Penalty: 5168.002441
	Iteration 56Q: 3 clusters Score -3348744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3348744.000000 Penalty: 5168.002441
	Iteration 57Q: 3 clusters Score -3348744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3348742.250000 Penalty: 5168.002441
	Iteration 58Q: 3 clusters Score -3348742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3348745.500000 Penalty: 5168.002441
	Iteration 59Q: 3 clusters Score -3348746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3348743.000000 Penalty: 5168.002441
	Iteration 60F: 3 clusters Score -3348743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3348743.250000 Penalty: 5168.002441
	Iteration 61Q: 3 clusters Score -3348743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3348745.000000 Penalty: 5168.002441
	Iteration 62Q: 3 clusters Score -3348745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3348746.250000 Penalty: 5168.002441
	Iteration 63Q: 3 clusters Score -3348746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3348746.250000 Penalty: 5168.002441
	Iteration 64F: 3 clusters Score -3348746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Entering Unmasked Estep 
Score: -960375.687500 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -960375.7 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 4919 members 
Entering Unmasked Estep 
Score: -952670.812500 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -952670.8 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -955034.062500 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -955034.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -955363.500000 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -955363.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -955592.250000 Penalty: 4570.457031
	Iteration 3F: 3 clusters Score -955592.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -955784.062500 Penalty: 4570.457031
	Iteration 4Q: 3 clusters Score -955784.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -955974.812500 Penalty: 4570.457031
	Iteration 5Q: 3 clusters Score -955974.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -956204.125000 Penalty: 4570.457031
	Iteration 6Q: 3 clusters Score -956204.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -956506.250000 Penalty: 4570.457031
	Iteration 7Q: 3 clusters Score -956506.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -956879.562500 Penalty: 4570.457031
	Iteration 8F: 3 clusters Score -956879.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -957272.625000 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -957272.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -957643.937500 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -957643.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -957975.687500 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -957975.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -958204.625000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -958204.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -958370.875000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -958370.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -958471.937500 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -958471.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -958547.375000 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -958547.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -958618.500000 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -958618.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -958678.687500 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -958678.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -958736.500000 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -958736.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -958783.500000 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -958783.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -958813.687500 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -958813.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -958830.000000 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -958830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -958842.875000 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -958842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -958849.312500 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -958849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -958855.750000 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -958855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -958866.937500 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -958866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -958871.750000 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -958871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -958876.000000 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -958876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -958876.125000 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -958876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -958877.437500 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -958877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -958877.437500 Penalty: 4570.457031
	Iteration 30F: 3 clusters Score -958877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -240093.203125 Penalty: 1955.934570
	Iteration 0F: 2 clusters Score -240093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -237049.468750 Penalty: 3911.869141
	Iteration 0F: 3 clusters Score -237049.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -237647.390625 Penalty: 3911.869141
	Iteration 1F: 3 clusters Score -237647.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -237813.046875 Penalty: 3911.869141
	Iteration 2F: 3 clusters Score -237813 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -237946.187500 Penalty: 3911.869141
	Iteration 3F: 3 clusters Score -237946.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -238057.265625 Penalty: 3911.869141
	Iteration 4Q: 3 clusters Score -238057.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -238156.609375 Penalty: 3911.869141
	Iteration 5Q: 3 clusters Score -238156.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -238261.640625 Penalty: 3911.869141
	Iteration 6Q: 3 clusters Score -238261.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -238375.859375 Penalty: 3911.869141
	Iteration 7Q: 3 clusters Score -238375.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238496.296875 Penalty: 3911.869141
	Iteration 8Q: 3 clusters Score -238496.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238610.453125 Penalty: 3911.869141
	Iteration 9Q: 3 clusters Score -238610.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -238719.609375 Penalty: 3911.869141
	Iteration 10Q: 3 clusters Score -238719.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -238812.687500 Penalty: 3911.869141
	Iteration 11Q: 3 clusters Score -238812.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -238865.515625 Penalty: 3911.869141
	Iteration 12Q: 3 clusters Score -238865.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -238892.515625 Penalty: 3911.869141
	Iteration 13Q: 3 clusters Score -238892.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238913.812500 Penalty: 3911.869141
	Iteration 14Q: 3 clusters Score -238913.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -238928.937500 Penalty: 3911.869141
	Iteration 15Q: 3 clusters Score -238928.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -238941.953125 Penalty: 3911.869141
	Iteration 16Q: 3 clusters Score -238942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -238955.640625 Penalty: 3911.869141
	Iteration 17Q: 3 clusters Score -238955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -238961.546875 Penalty: 3911.869141
	Iteration 18Q: 3 clusters Score -238961.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -238968.203125 Penalty: 3911.869141
	Iteration 19Q: 3 clusters Score -238968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238975.203125 Penalty: 3911.869141
	Iteration 20F: 3 clusters Score -238975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238978.843750 Penalty: 3911.869141
	Iteration 21Q: 3 clusters Score -238978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -238983.046875 Penalty: 3911.869141
	Iteration 22Q: 3 clusters Score -238983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -238985.031250 Penalty: 3911.869141
	Iteration 23Q: 3 clusters Score -238985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -238987.218750 Penalty: 3911.869141
	Iteration 24Q: 3 clusters Score -238987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -238989.031250 Penalty: 3911.869141
	Iteration 25Q: 3 clusters Score -238989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -238992.109375 Penalty: 3911.869141
	Iteration 26Q: 3 clusters Score -238992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -238995.078125 Penalty: 3911.869141
	Iteration 27Q: 3 clusters Score -238995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -238996.406250 Penalty: 3911.869141
	Iteration 28Q: 3 clusters Score -238996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238996.750000 Penalty: 3911.869141
	Iteration 29Q: 3 clusters Score -238996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -238996.703125 Penalty: 3911.869141
	Iteration 30Q: 3 clusters Score -238996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -238996.703125 Penalty: 3911.869141
	Iteration 31F: 3 clusters Score -238996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -72066.359375 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -72066.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70302.125000 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -70302.12 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70585.054688 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -70585.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70662.265625 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -70662.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70707.460938 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -70707.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70734.070312 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -70734.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70745.179688 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -70745.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70753.187500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -70753.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70759.625000 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -70759.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70762.179688 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -70762.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70764.570312 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -70764.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70767.101562 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -70767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70769.171875 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -70769.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70770.976562 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -70770.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70772.242188 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -70772.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70773.953125 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -70773.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70775.179688 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -70775.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70777.234375 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -70777.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70777.562500 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -70777.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70778.718750 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -70778.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70778.718750 Penalty: 3344.468994
	Iteration 19F: 3 clusters Score -70778.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Entering Unmasked Estep 
Score: -981465.687500 Penalty: 2274.840088
	Iteration 0F: 2 clusters Score -981465.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -974045.375000 Penalty: 4549.680176
	Iteration 0F: 3 clusters Score -974045.4 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -976257.687500 Penalty: 4549.680176
	Iteration 1F: 3 clusters Score -976257.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -976662.187500 Penalty: 4549.680176
	Iteration 2F: 3 clusters Score -976662.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -977038.562500 Penalty: 4549.680176
	Iteration 3F: 3 clusters Score -977038.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -977384.687500 Penalty: 4549.680176
	Iteration 4F: 3 clusters Score -977384.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -977737.000000 Penalty: 4549.680176
	Iteration 5F: 3 clusters Score -977737 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -978032.562500 Penalty: 4549.680176
	Iteration 6F: 3 clusters Score -978032.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -978296.437500 Penalty: 4549.680176
	Iteration 7Q: 3 clusters Score -978296.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -978474.500000 Penalty: 4549.680176
	Iteration 8Q: 3 clusters Score -978474.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -978624.687500 Penalty: 4549.680176
	Iteration 9Q: 3 clusters Score -978624.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -978738.625000 Penalty: 4549.680176
	Iteration 10Q: 3 clusters Score -978738.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -978837.000000 Penalty: 4549.680176
	Iteration 11Q: 3 clusters Score -978837 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -978911.812500 Penalty: 4549.680176
	Iteration 12Q: 3 clusters Score -978911.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -978967.812500 Penalty: 4549.680176
	Iteration 13Q: 3 clusters Score -978967.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -979009.687500 Penalty: 4549.680176
	Iteration 14Q: 3 clusters Score -979009.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -979042.062500 Penalty: 4549.680176
	Iteration 15Q: 3 clusters Score -979042.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -979077.375000 Penalty: 4549.680176
	Iteration 16Q: 3 clusters Score -979077.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -979114.625000 Penalty: 4549.680176
	Iteration 17Q: 3 clusters Score -979114.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -979146.687500 Penalty: 4549.680176
	Iteration 18Q: 3 clusters Score -979146.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -979172.437500 Penalty: 4549.680176
	Iteration 19Q: 3 clusters Score -979172.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -979197.000000 Penalty: 4549.680176
	Iteration 20F: 3 clusters Score -979197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -979211.062500 Penalty: 4549.680176
	Iteration 21Q: 3 clusters Score -979211.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -979225.000000 Penalty: 4549.680176
	Iteration 22Q: 3 clusters Score -979225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -979235.125000 Penalty: 4549.680176
	Iteration 23Q: 3 clusters Score -979235.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -979245.000000 Penalty: 4549.680176
	Iteration 24Q: 3 clusters Score -979245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -979253.500000 Penalty: 4549.680176
	Iteration 25Q: 3 clusters Score -979253.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -979264.187500 Penalty: 4549.680176
	Iteration 26Q: 3 clusters Score -979264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -979269.437500 Penalty: 4549.680176
	Iteration 27Q: 3 clusters Score -979269.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -979278.187500 Penalty: 4549.680176
	Iteration 28Q: 3 clusters Score -979278.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -979285.437500 Penalty: 4549.680176
	Iteration 29Q: 3 clusters Score -979285.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -979288.937500 Penalty: 4549.680176
	Iteration 30Q: 3 clusters Score -979288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -979291.625000 Penalty: 4549.680176
	Iteration 31Q: 3 clusters Score -979291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -979305.312500 Penalty: 4549.680176
	Iteration 32Q: 3 clusters Score -979305.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -979315.375000 Penalty: 4549.680176
	Iteration 33Q: 3 clusters Score -979315.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -979323.812500 Penalty: 4549.680176
	Iteration 34Q: 3 clusters Score -979323.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -979342.312500 Penalty: 4549.680176
	Iteration 35Q: 3 clusters Score -979342.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -979353.562500 Penalty: 4549.680176
	Iteration 36Q: 3 clusters Score -979353.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -979370.000000 Penalty: 4549.680176
	Iteration 37Q: 3 clusters Score -979370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -979380.000000 Penalty: 4549.680176
	Iteration 38Q: 3 clusters Score -979380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -979392.062500 Penalty: 4549.680176
	Iteration 39Q: 3 clusters Score -979392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -979402.937500 Penalty: 4549.680176
	Iteration 40F: 3 clusters Score -979402.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -979413.062500 Penalty: 4549.680176
	Iteration 41Q: 3 clusters Score -979413.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -979419.312500 Penalty: 4549.680176
	Iteration 42Q: 3 clusters Score -979419.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -979428.937500 Penalty: 4549.680176
	Iteration 43Q: 3 clusters Score -979428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -979431.062500 Penalty: 4549.680176
	Iteration 44Q: 3 clusters Score -979431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -979435.125000 Penalty: 4549.680176
	Iteration 45Q: 3 clusters Score -979435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -979439.937500 Penalty: 4549.680176
	Iteration 46Q: 3 clusters Score -979439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -979441.500000 Penalty: 4549.680176
	Iteration 47Q: 3 clusters Score -979441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -979441.875000 Penalty: 4549.680176
	Iteration 48Q: 3 clusters Score -979441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -979442.125000 Penalty: 4549.680176
	Iteration 49Q: 3 clusters Score -979442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -979442.687500 Penalty: 4549.680176
	Iteration 50Q: 3 clusters Score -979442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -979448.375000 Penalty: 4549.680176
	Iteration 51Q: 3 clusters Score -979448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -979449.062500 Penalty: 4549.680176
	Iteration 52Q: 3 clusters Score -979449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -979449.750000 Penalty: 4549.680176
	Iteration 53Q: 3 clusters Score -979449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -979451.625000 Penalty: 4549.680176
	Iteration 54Q: 3 clusters Score -979451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -979453.250000 Penalty: 4549.680176
	Iteration 55Q: 3 clusters Score -979453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -979455.437500 Penalty: 4549.680176
	Iteration 56Q: 3 clusters Score -979455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -979458.187500 Penalty: 4549.680176
	Iteration 57Q: 3 clusters Score -979458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -979459.562500 Penalty: 4549.680176
	Iteration 58Q: 3 clusters Score -979459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -979463.187500 Penalty: 4549.680176
	Iteration 59Q: 3 clusters Score -979463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -979461.500000 Penalty: 4549.680176
	Iteration 60F: 3 clusters Score -979461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -979462.687500 Penalty: 4549.680176
	Iteration 61Q: 3 clusters Score -979462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -979465.250000 Penalty: 4549.680176
	Iteration 62Q: 3 clusters Score -979465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -979466.625000 Penalty: 4549.680176
	Iteration 63Q: 3 clusters Score -979466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -979465.500000 Penalty: 4549.680176
	Iteration 64Q: 3 clusters Score -979465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -979468.312500 Penalty: 4549.680176
	Iteration 65Q: 3 clusters Score -979468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -979468.750000 Penalty: 4549.680176
	Iteration 66Q: 3 clusters Score -979468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -979470.437500 Penalty: 4549.680176
	Iteration 67Q: 3 clusters Score -979470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -979469.125000 Penalty: 4549.680176
	Iteration 68Q: 3 clusters Score -979469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -979469.125000 Penalty: 4549.680176
	Iteration 69F: 3 clusters Score -979469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -251568.562500 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -251568.6 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 1340 members 
Entering Unmasked Estep 
Score: -248470.359375 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -248470.4 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -249181.437500 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -249181.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -249404.468750 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -249404.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -249577.859375 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -249577.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -249730.937500 Penalty: 3928.180908
	Iteration 4F: 3 clusters Score -249730.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249878.890625 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -249878.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250020.765625 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -250020.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -250119.390625 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -250119.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -250175.656250 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -250175.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250213.890625 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -250213.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -250260.765625 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -250260.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -250298.859375 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -250298.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -250327.703125 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -250327.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250356.656250 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -250356.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250382.031250 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -250382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -250404.359375 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -250404.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250426.015625 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -250426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250439.515625 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -250439.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -250449.281250 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -250449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -250457.328125 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -250457.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250464.421875 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -250464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250471.375000 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -250471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -250480.765625 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -250480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250490.703125 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -250490.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250508.281250 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -250508.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250523.859375 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -250523.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -250547.875000 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -250547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -250588.828125 Penalty: 3928.180908
	Iteration 27Q: 3 clusters Score -250588.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -250640.890625 Penalty: 3928.180908
	Iteration 28Q: 3 clusters Score -250640.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250701.406250 Penalty: 3928.180908
	Iteration 29Q: 3 clusters Score -250701.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -250784.390625 Penalty: 3928.180908
	Iteration 30Q: 3 clusters Score -250784.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -250877.421875 Penalty: 3928.180908
	Iteration 31Q: 3 clusters Score -250877.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -250972.265625 Penalty: 3928.180908
	Iteration 32Q: 3 clusters Score -250972.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -251058.171875 Penalty: 3928.180908
	Iteration 33Q: 3 clusters Score -251058.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -251159.015625 Penalty: 3928.180908
	Iteration 34Q: 3 clusters Score -251159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251275.593750 Penalty: 3928.180908
	Iteration 35Q: 3 clusters Score -251275.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251381.828125 Penalty: 3928.180908
	Iteration 36Q: 3 clusters Score -251381.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -251453.343750 Penalty: 3928.180908
	Iteration 37Q: 3 clusters Score -251453.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251522.062500 Penalty: 3928.180908
	Iteration 38Q: 3 clusters Score -251522.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -251570.234375 Penalty: 3928.180908
	Iteration 39Q: 3 clusters Score -251570.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -251640.031250 Penalty: 3928.180908
	Iteration 40F: 3 clusters Score -251640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251710.343750 Penalty: 3928.180908
	Iteration 41Q: 3 clusters Score -251710.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -251747.109375 Penalty: 3928.180908
	Iteration 42Q: 3 clusters Score -251747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -251763.656250 Penalty: 3928.180908
	Iteration 43Q: 3 clusters Score -251763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -251768.625000 Penalty: 3928.180908
	Iteration 44Q: 3 clusters Score -251768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251769.906250 Penalty: 3928.180908
	Iteration 45Q: 3 clusters Score -251769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251769.906250 Penalty: 3928.180908
	Iteration 46F: 3 clusters Score -251769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 62492 members 
Mstep: Class 16 contains 54836 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 42987 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 1736 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11111 members 
Mstep: Class 43 contains 15404 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Mstep: Class 50 contains 1015 members 
Entering Unmasked Estep 
Score: -58917468.000000 Penalty: 165509.984375
Splitting cluster 38 changes total score from -58918640.000000 to -58917468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (14083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Entering Unmasked Estep 
Score: -1384665.375000 Penalty: 2369.075439
	Iteration 0F: 2 clusters Score -1384665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1374441.250000 Penalty: 4738.150879
	Iteration 0F: 3 clusters Score -1374441 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1377740.125000 Penalty: 4738.150879
	Iteration 1F: 3 clusters Score -1377740 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1378143.875000 Penalty: 4738.150879
	Iteration 2F: 3 clusters Score -1378144 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1378475.750000 Penalty: 4738.150879
	Iteration 3Q: 3 clusters Score -1378476 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1378788.875000 Penalty: 4738.150879
	Iteration 4Q: 3 clusters Score -1378789 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1379105.625000 Penalty: 4738.150879
	Iteration 5Q: 3 clusters Score -1379106 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1379425.000000 Penalty: 4738.150879
	Iteration 6Q: 3 clusters Score -1379425 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1379784.875000 Penalty: 4738.150879
	Iteration 7Q: 3 clusters Score -1379785 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1380174.625000 Penalty: 4738.150879
	Iteration 8Q: 3 clusters Score -1380175 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1380620.375000 Penalty: 4738.150879
	Iteration 9Q: 3 clusters Score -1380620 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1381028.625000 Penalty: 4738.150879
	Iteration 10Q: 3 clusters Score -1381029 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1381349.000000 Penalty: 4738.150879
	Iteration 11Q: 3 clusters Score -1381349 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1381622.250000 Penalty: 4738.150879
	Iteration 12Q: 3 clusters Score -1381622 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1381847.250000 Penalty: 4738.150879
	Iteration 13Q: 3 clusters Score -1381847 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1382037.750000 Penalty: 4738.150879
	Iteration 14Q: 3 clusters Score -1382038 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1382185.375000 Penalty: 4738.150879
	Iteration 15Q: 3 clusters Score -1382185 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1382327.250000 Penalty: 4738.150879
	Iteration 16Q: 3 clusters Score -1382327 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1382429.125000 Penalty: 4738.150879
	Iteration 17Q: 3 clusters Score -1382429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1382520.750000 Penalty: 4738.150879
	Iteration 18Q: 3 clusters Score -1382521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1382573.875000 Penalty: 4738.150879
	Iteration 19Q: 3 clusters Score -1382574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1382610.375000 Penalty: 4738.150879
	Iteration 20F: 3 clusters Score -1382610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1382647.250000 Penalty: 4738.150879
	Iteration 21Q: 3 clusters Score -1382647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1382683.000000 Penalty: 4738.150879
	Iteration 22Q: 3 clusters Score -1382683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1382709.750000 Penalty: 4738.150879
	Iteration 23Q: 3 clusters Score -1382710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1382728.500000 Penalty: 4738.150879
	Iteration 24Q: 3 clusters Score -1382728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1382747.375000 Penalty: 4738.150879
	Iteration 25Q: 3 clusters Score -1382747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1382761.500000 Penalty: 4738.150879
	Iteration 26Q: 3 clusters Score -1382762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1382776.500000 Penalty: 4738.150879
	Iteration 27Q: 3 clusters Score -1382776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1382791.250000 Penalty: 4738.150879
	Iteration 28Q: 3 clusters Score -1382791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1382800.250000 Penalty: 4738.150879
	Iteration 29Q: 3 clusters Score -1382800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1382814.875000 Penalty: 4738.150879
	Iteration 30Q: 3 clusters Score -1382815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1382828.500000 Penalty: 4738.150879
	Iteration 31Q: 3 clusters Score -1382828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1382846.125000 Penalty: 4738.150879
	Iteration 32Q: 3 clusters Score -1382846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1382853.000000 Penalty: 4738.150879
	Iteration 33Q: 3 clusters Score -1382853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1382852.500000 Penalty: 4738.150879
	Iteration 34Q: 3 clusters Score -1382852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1382853.875000 Penalty: 4738.150879
	Iteration 35Q: 3 clusters Score -1382854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1382854.750000 Penalty: 4738.150879
	Iteration 36Q: 3 clusters Score -1382855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1382856.500000 Penalty: 4738.150879
	Iteration 37Q: 3 clusters Score -1382856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1382857.750000 Penalty: 4738.150879
	Iteration 38Q: 3 clusters Score -1382858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1382858.000000 Penalty: 4738.150879
	Iteration 39Q: 3 clusters Score -1382858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1382857.750000 Penalty: 4738.150879
	Iteration 40F: 3 clusters Score -1382858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1382858.250000 Penalty: 4738.150879
	Iteration 41Q: 3 clusters Score -1382858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1382857.625000 Penalty: 4738.150879
	Iteration 42Q: 3 clusters Score -1382858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1382857.625000 Penalty: 4738.150879
	Iteration 43F: 3 clusters Score -1382858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Entering Unmasked Estep 
Score: -2872970.750000 Penalty: 2545.711670
	Iteration 0F: 2 clusters Score -2872971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2853355.500000 Penalty: 5091.423340
	Iteration 0F: 3 clusters Score -2853356 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2860301.250000 Penalty: 5091.423340
	Iteration 1F: 3 clusters Score -2860301 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2860843.000000 Penalty: 5091.423340
	Iteration 2F: 3 clusters Score -2860843 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2861352.750000 Penalty: 5091.423340
	Iteration 3Q: 3 clusters Score -2861353 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2861904.000000 Penalty: 5091.423340
	Iteration 4Q: 3 clusters Score -2861904 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2862627.000000 Penalty: 5091.423340
	Iteration 5Q: 3 clusters Score -2862627 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2863601.000000 Penalty: 5091.423340
	Iteration 6F: 3 clusters Score -2863601 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2864975.500000 Penalty: 5091.423340
	Iteration 7F: 3 clusters Score -2864976 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2866605.500000 Penalty: 5091.423340
	Iteration 8F: 3 clusters Score -2866606 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2868166.000000 Penalty: 5091.423340
	Iteration 9F: 3 clusters Score -2868166 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2869336.000000 Penalty: 5091.423340
	Iteration 10Q: 3 clusters Score -2869336 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -2870021.500000 Penalty: 5091.423340
	Iteration 11Q: 3 clusters Score -2870022 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -2870398.250000 Penalty: 5091.423340
	Iteration 12Q: 3 clusters Score -2870398 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2870611.000000 Penalty: 5091.423340
	Iteration 13Q: 3 clusters Score -2870611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2870746.750000 Penalty: 5091.423340
	Iteration 14Q: 3 clusters Score -2870747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -2870808.500000 Penalty: 5091.423340
	Iteration 15Q: 3 clusters Score -2870808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -2870861.000000 Penalty: 5091.423340
	Iteration 16Q: 3 clusters Score -2870861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2870893.000000 Penalty: 5091.423340
	Iteration 17Q: 3 clusters Score -2870893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2870937.750000 Penalty: 5091.423340
	Iteration 18Q: 3 clusters Score -2870938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -2870961.000000 Penalty: 5091.423340
	Iteration 19Q: 3 clusters Score -2870961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2870969.250000 Penalty: 5091.423340
	Iteration 20F: 3 clusters Score -2870969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -2870981.250000 Penalty: 5091.423340
	Iteration 21Q: 3 clusters Score -2870981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2870984.000000 Penalty: 5091.423340
	Iteration 22Q: 3 clusters Score -2870984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2870985.000000 Penalty: 5091.423340
	Iteration 23Q: 3 clusters Score -2870985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -2870991.500000 Penalty: 5091.423340
	Iteration 24Q: 3 clusters Score -2870992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2870993.250000 Penalty: 5091.423340
	Iteration 25Q: 3 clusters Score -2870993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -2870995.750000 Penalty: 5091.423340
	Iteration 26Q: 3 clusters Score -2870996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2870993.000000 Penalty: 5091.423340
	Iteration 27Q: 3 clusters Score -2870993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2870994.000000 Penalty: 5091.423340
	Iteration 28Q: 3 clusters Score -2870994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2870993.000000 Penalty: 5091.423340
	Iteration 29Q: 3 clusters Score -2870993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2870996.500000 Penalty: 5091.423340
	Iteration 30Q: 3 clusters Score -2870996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2870998.000000 Penalty: 5091.423340
	Iteration 31Q: 3 clusters Score -2870998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2870998.750000 Penalty: 5091.423340
	Iteration 32Q: 3 clusters Score -2870999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2871003.250000 Penalty: 5091.423340
	Iteration 33Q: 3 clusters Score -2871003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2871002.500000 Penalty: 5091.423340
	Iteration 34Q: 3 clusters Score -2871002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2871002.000000 Penalty: 5091.423340
	Iteration 35Q: 3 clusters Score -2871002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2871003.750000 Penalty: 5091.423340
	Iteration 36Q: 3 clusters Score -2871004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2871010.250000 Penalty: 5091.423340
	Iteration 37Q: 3 clusters Score -2871010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -2871014.250000 Penalty: 5091.423340
	Iteration 38Q: 3 clusters Score -2871014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2871015.500000 Penalty: 5091.423340
	Iteration 39Q: 3 clusters Score -2871016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2871013.750000 Penalty: 5091.423340
	Iteration 40F: 3 clusters Score -2871014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2871016.250000 Penalty: 5091.423340
	Iteration 41Q: 3 clusters Score -2871016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2871015.000000 Penalty: 5091.423340
	Iteration 42Q: 3 clusters Score -2871015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2871015.000000 Penalty: 5091.423340
	Iteration 43F: 3 clusters Score -2871015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -302923.031250 Penalty: 1988.210327
	Iteration 0F: 2 clusters Score -302923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -299671.687500 Penalty: 3976.420654
	Iteration 0F: 3 clusters Score -299671.7 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -300322.562500 Penalty: 3976.420654
	Iteration 1F: 3 clusters Score -300322.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300486.718750 Penalty: 3976.420654
	Iteration 2F: 3 clusters Score -300486.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -300580.093750 Penalty: 3976.420654
	Iteration 3Q: 3 clusters Score -300580.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -300625.281250 Penalty: 3976.420654
	Iteration 4Q: 3 clusters Score -300625.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -300660.468750 Penalty: 3976.420654
	Iteration 5Q: 3 clusters Score -300660.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -300688.312500 Penalty: 3976.420654
	Iteration 6Q: 3 clusters Score -300688.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -300714.562500 Penalty: 3976.420654
	Iteration 7Q: 3 clusters Score -300714.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -300749.812500 Penalty: 3976.420654
	Iteration 8Q: 3 clusters Score -300749.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -300782.187500 Penalty: 3976.420654
	Iteration 9Q: 3 clusters Score -300782.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -300805.343750 Penalty: 3976.420654
	Iteration 10Q: 3 clusters Score -300805.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -300826.156250 Penalty: 3976.420654
	Iteration 11Q: 3 clusters Score -300826.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -300837.375000 Penalty: 3976.420654
	Iteration 12Q: 3 clusters Score -300837.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -300846.218750 Penalty: 3976.420654
	Iteration 13Q: 3 clusters Score -300846.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -300856.031250 Penalty: 3976.420654
	Iteration 14Q: 3 clusters Score -300856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -300864.812500 Penalty: 3976.420654
	Iteration 15Q: 3 clusters Score -300864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -300869.687500 Penalty: 3976.420654
	Iteration 16Q: 3 clusters Score -300869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -300873.156250 Penalty: 3976.420654
	Iteration 17Q: 3 clusters Score -300873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -300876.031250 Penalty: 3976.420654
	Iteration 18Q: 3 clusters Score -300876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -300877.218750 Penalty: 3976.420654
	Iteration 19Q: 3 clusters Score -300877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -300877.875000 Penalty: 3976.420654
	Iteration 20F: 3 clusters Score -300877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -1054384.375000 Penalty: 2310.291260
	Iteration 0F: 2 clusters Score -1054384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1045920.812500 Penalty: 4620.582520
	Iteration 0F: 3 clusters Score -1045921 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1048586.000000 Penalty: 4620.582520
	Iteration 1F: 3 clusters Score -1048586 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1049048.375000 Penalty: 4620.582520
	Iteration 2F: 3 clusters Score -1049048 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1049502.500000 Penalty: 4620.582520
	Iteration 3F: 3 clusters Score -1049502 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1050018.500000 Penalty: 4620.582520
	Iteration 4F: 3 clusters Score -1050018 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1050668.375000 Penalty: 4620.582520
	Iteration 5F: 3 clusters Score -1050668 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1051487.250000 Penalty: 4620.582520
	Iteration 6F: 3 clusters Score -1051487 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1052125.250000 Penalty: 4620.582520
	Iteration 7F: 3 clusters Score -1052125 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1052528.125000 Penalty: 4620.582520
	Iteration 8F: 3 clusters Score -1052528 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1052777.750000 Penalty: 4620.582520
	Iteration 9Q: 3 clusters Score -1052778 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1052916.875000 Penalty: 4620.582520
	Iteration 10Q: 3 clusters Score -1052917 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1052996.500000 Penalty: 4620.582520
	Iteration 11Q: 3 clusters Score -1052996 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1053058.625000 Penalty: 4620.582520
	Iteration 12Q: 3 clusters Score -1053059 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1053095.375000 Penalty: 4620.582520
	Iteration 13Q: 3 clusters Score -1053095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1053125.125000 Penalty: 4620.582520
	Iteration 14Q: 3 clusters Score -1053125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1053146.125000 Penalty: 4620.582520
	Iteration 15Q: 3 clusters Score -1053146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1053160.000000 Penalty: 4620.582520
	Iteration 16Q: 3 clusters Score -1053160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1053178.500000 Penalty: 4620.582520
	Iteration 17Q: 3 clusters Score -1053178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1053191.625000 Penalty: 4620.582520
	Iteration 18Q: 3 clusters Score -1053192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1053201.750000 Penalty: 4620.582520
	Iteration 19Q: 3 clusters Score -1053202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1053216.000000 Penalty: 4620.582520
	Iteration 20F: 3 clusters Score -1053216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1053231.625000 Penalty: 4620.582520
	Iteration 21Q: 3 clusters Score -1053232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1053248.875000 Penalty: 4620.582520
	Iteration 22Q: 3 clusters Score -1053249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1053259.000000 Penalty: 4620.582520
	Iteration 23Q: 3 clusters Score -1053259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1053272.125000 Penalty: 4620.582520
	Iteration 24Q: 3 clusters Score -1053272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1053283.125000 Penalty: 4620.582520
	Iteration 25Q: 3 clusters Score -1053283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1053292.375000 Penalty: 4620.582520
	Iteration 26Q: 3 clusters Score -1053292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1053298.625000 Penalty: 4620.582520
	Iteration 27Q: 3 clusters Score -1053299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1053307.250000 Penalty: 4620.582520
	Iteration 28Q: 3 clusters Score -1053307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1053311.125000 Penalty: 4620.582520
	Iteration 29Q: 3 clusters Score -1053311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1053321.000000 Penalty: 4620.582520
	Iteration 30Q: 3 clusters Score -1053321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1053328.750000 Penalty: 4620.582520
	Iteration 31Q: 3 clusters Score -1053329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1053334.250000 Penalty: 4620.582520
	Iteration 32Q: 3 clusters Score -1053334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1053340.750000 Penalty: 4620.582520
	Iteration 33Q: 3 clusters Score -1053341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1053345.500000 Penalty: 4620.582520
	Iteration 34Q: 3 clusters Score -1053346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1053354.250000 Penalty: 4620.582520
	Iteration 35Q: 3 clusters Score -1053354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1053356.750000 Penalty: 4620.582520
	Iteration 36Q: 3 clusters Score -1053357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1053361.000000 Penalty: 4620.582520
	Iteration 37Q: 3 clusters Score -1053361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1053363.125000 Penalty: 4620.582520
	Iteration 38Q: 3 clusters Score -1053363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1053365.750000 Penalty: 4620.582520
	Iteration 39Q: 3 clusters Score -1053366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1053367.125000 Penalty: 4620.582520
	Iteration 40F: 3 clusters Score -1053367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1053367.500000 Penalty: 4620.582520
	Iteration 41Q: 3 clusters Score -1053368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1053368.000000 Penalty: 4620.582520
	Iteration 42Q: 3 clusters Score -1053368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1053370.500000 Penalty: 4620.582520
	Iteration 43Q: 3 clusters Score -1053370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1053371.000000 Penalty: 4620.582520
	Iteration 44Q: 3 clusters Score -1053371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1053372.125000 Penalty: 4620.582520
	Iteration 45Q: 3 clusters Score -1053372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053370.625000 Penalty: 4620.582520
	Iteration 46Q: 3 clusters Score -1053371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1053374.375000 Penalty: 4620.582520
	Iteration 47Q: 3 clusters Score -1053374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1053373.750000 Penalty: 4620.582520
	Iteration 48Q: 3 clusters Score -1053374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1053375.375000 Penalty: 4620.582520
	Iteration 49Q: 3 clusters Score -1053375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1053375.125000 Penalty: 4620.582520
	Iteration 50Q: 3 clusters Score -1053375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1053376.250000 Penalty: 4620.582520
	Iteration 51Q: 3 clusters Score -1053376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1053374.750000 Penalty: 4620.582520
	Iteration 52Q: 3 clusters Score -1053375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1053376.000000 Penalty: 4620.582520
	Iteration 53Q: 3 clusters Score -1053376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1053376.750000 Penalty: 4620.582520
	Iteration 54Q: 3 clusters Score -1053377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1053379.375000 Penalty: 4620.582520
	Iteration 55Q: 3 clusters Score -1053379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1053379.000000 Penalty: 4620.582520
	Iteration 56Q: 3 clusters Score -1053379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1053379.375000 Penalty: 4620.582520
	Iteration 57Q: 3 clusters Score -1053379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1053379.375000 Penalty: 4620.582520
	Iteration 58F: 3 clusters Score -1053379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Entering Unmasked Estep 
Score: -1370949.625000 Penalty: 2391.310791
	Iteration 0F: 2 clusters Score -1370950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1359936.750000 Penalty: 4782.621582
	Iteration 0F: 3 clusters Score -1359937 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1363622.625000 Penalty: 4782.621582
	Iteration 1F: 3 clusters Score -1363623 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1364212.125000 Penalty: 4782.621582
	Iteration 2F: 3 clusters Score -1364212 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1364810.000000 Penalty: 4782.621582
	Iteration 3F: 3 clusters Score -1364810 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1365457.500000 Penalty: 4782.621582
	Iteration 4F: 3 clusters Score -1365458 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1366166.500000 Penalty: 4782.621582
	Iteration 5F: 3 clusters Score -1366166 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1366801.625000 Penalty: 4782.621582
	Iteration 6F: 3 clusters Score -1366802 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1367299.500000 Penalty: 4782.621582
	Iteration 7F: 3 clusters Score -1367300 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1367666.375000 Penalty: 4782.621582
	Iteration 8Q: 3 clusters Score -1367666 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1367900.375000 Penalty: 4782.621582
	Iteration 9Q: 3 clusters Score -1367900 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1368058.000000 Penalty: 4782.621582
	Iteration 10Q: 3 clusters Score -1368058 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1368170.375000 Penalty: 4782.621582
	Iteration 11Q: 3 clusters Score -1368170 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1368242.000000 Penalty: 4782.621582
	Iteration 12Q: 3 clusters Score -1368242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1368294.500000 Penalty: 4782.621582
	Iteration 13Q: 3 clusters Score -1368294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1368331.375000 Penalty: 4782.621582
	Iteration 14Q: 3 clusters Score -1368331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1368365.500000 Penalty: 4782.621582
	Iteration 15Q: 3 clusters Score -1368366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1368392.250000 Penalty: 4782.621582
	Iteration 16Q: 3 clusters Score -1368392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1368415.125000 Penalty: 4782.621582
	Iteration 17Q: 3 clusters Score -1368415 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1368436.500000 Penalty: 4782.621582
	Iteration 18Q: 3 clusters Score -1368436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1368454.375000 Penalty: 4782.621582
	Iteration 19Q: 3 clusters Score -1368454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1368475.250000 Penalty: 4782.621582
	Iteration 20F: 3 clusters Score -1368475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1368490.875000 Penalty: 4782.621582
	Iteration 21Q: 3 clusters Score -1368491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1368502.625000 Penalty: 4782.621582
	Iteration 22Q: 3 clusters Score -1368503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1368513.375000 Penalty: 4782.621582
	Iteration 23Q: 3 clusters Score -1368513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1368514.500000 Penalty: 4782.621582
	Iteration 24Q: 3 clusters Score -1368514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1368518.625000 Penalty: 4782.621582
	Iteration 25Q: 3 clusters Score -1368519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1368526.500000 Penalty: 4782.621582
	Iteration 26Q: 3 clusters Score -1368526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1368526.875000 Penalty: 4782.621582
	Iteration 27Q: 3 clusters Score -1368527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1368528.875000 Penalty: 4782.621582
	Iteration 28Q: 3 clusters Score -1368529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1368535.000000 Penalty: 4782.621582
	Iteration 29Q: 3 clusters Score -1368535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1368534.125000 Penalty: 4782.621582
	Iteration 30Q: 3 clusters Score -1368534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1368535.250000 Penalty: 4782.621582
	Iteration 31Q: 3 clusters Score -1368535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1368543.125000 Penalty: 4782.621582
	Iteration 32Q: 3 clusters Score -1368543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1368540.750000 Penalty: 4782.621582
	Iteration 33Q: 3 clusters Score -1368541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1368543.250000 Penalty: 4782.621582
	Iteration 34Q: 3 clusters Score -1368543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1368546.250000 Penalty: 4782.621582
	Iteration 35Q: 3 clusters Score -1368546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1368548.500000 Penalty: 4782.621582
	Iteration 36Q: 3 clusters Score -1368548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1368553.750000 Penalty: 4782.621582
	Iteration 37Q: 3 clusters Score -1368554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1368559.375000 Penalty: 4782.621582
	Iteration 38Q: 3 clusters Score -1368559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1368558.875000 Penalty: 4782.621582
	Iteration 39Q: 3 clusters Score -1368559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1368564.875000 Penalty: 4782.621582
	Iteration 40F: 3 clusters Score -1368565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1368565.000000 Penalty: 4782.621582
	Iteration 41Q: 3 clusters Score -1368565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1368565.375000 Penalty: 4782.621582
	Iteration 42Q: 3 clusters Score -1368565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1368575.375000 Penalty: 4782.621582
	Iteration 43Q: 3 clusters Score -1368575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1368585.125000 Penalty: 4782.621582
	Iteration 44Q: 3 clusters Score -1368585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1368589.000000 Penalty: 4782.621582
	Iteration 45Q: 3 clusters Score -1368589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1368588.250000 Penalty: 4782.621582
	Iteration 46Q: 3 clusters Score -1368588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1368591.750000 Penalty: 4782.621582
	Iteration 47Q: 3 clusters Score -1368592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1368590.875000 Penalty: 4782.621582
	Iteration 48Q: 3 clusters Score -1368591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1368592.375000 Penalty: 4782.621582
	Iteration 49Q: 3 clusters Score -1368592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1368591.375000 Penalty: 4782.621582
	Iteration 50Q: 3 clusters Score -1368591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1368590.875000 Penalty: 4782.621582
	Iteration 51Q: 3 clusters Score -1368591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1368589.750000 Penalty: 4782.621582
	Iteration 52Q: 3 clusters Score -1368590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1368592.625000 Penalty: 4782.621582
	Iteration 53Q: 3 clusters Score -1368593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1368592.500000 Penalty: 4782.621582
	Iteration 54Q: 3 clusters Score -1368592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1368592.250000 Penalty: 4782.621582
	Iteration 55Q: 3 clusters Score -1368592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1368592.375000 Penalty: 4782.621582
	Iteration 56Q: 3 clusters Score -1368592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1368592.625000 Penalty: 4782.621582
	Iteration 57Q: 3 clusters Score -1368593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1368592.250000 Penalty: 4782.621582
	Iteration 58Q: 3 clusters Score -1368592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1368592.375000 Penalty: 4782.621582
	Iteration 59Q: 3 clusters Score -1368592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1368590.875000 Penalty: 4782.621582
	Iteration 60F: 3 clusters Score -1368591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1368592.000000 Penalty: 4782.621582
	Iteration 61Q: 3 clusters Score -1368592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1368591.375000 Penalty: 4782.621582
	Iteration 62Q: 3 clusters Score -1368591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1368592.125000 Penalty: 4782.621582
	Iteration 63Q: 3 clusters Score -1368592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1368592.000000 Penalty: 4782.621582
	Iteration 64Q: 3 clusters Score -1368592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1368592.000000 Penalty: 4782.621582
	Iteration 65F: 3 clusters Score -1368592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -555535.125000 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -555535.1 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 2719 members 
Entering Unmasked Estep 
Score: -550739.312500 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -550739.3 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -552009.937500 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -552009.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -552287.500000 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -552287.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -552504.812500 Penalty: 4270.808594
	Iteration 3F: 3 clusters Score -552504.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -552658.812500 Penalty: 4270.808594
	Iteration 4Q: 3 clusters Score -552658.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -552767.687500 Penalty: 4270.808594
	Iteration 5Q: 3 clusters Score -552767.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -552862.937500 Penalty: 4270.808594
	Iteration 6Q: 3 clusters Score -552862.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -552951.062500 Penalty: 4270.808594
	Iteration 7Q: 3 clusters Score -552951.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -553022.625000 Penalty: 4270.808594
	Iteration 8Q: 3 clusters Score -553022.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -553082.250000 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -553082.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -553125.312500 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -553125.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -553161.687500 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -553161.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -553192.125000 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -553192.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -553211.125000 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -553211.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -553235.812500 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -553235.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -553251.812500 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -553251.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -553267.750000 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -553267.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -553281.937500 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -553281.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -553299.250000 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -553299.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -553313.687500 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -553313.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -553329.437500 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -553329.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -553346.750000 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -553346.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -553365.937500 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -553365.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -553380.812500 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -553380.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -553393.312500 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -553393.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -553401.625000 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -553401.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -553408.187500 Penalty: 4270.808594
	Iteration 26Q: 3 clusters Score -553408.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -553418.875000 Penalty: 4270.808594
	Iteration 27Q: 3 clusters Score -553418.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -553432.000000 Penalty: 4270.808594
	Iteration 28Q: 3 clusters Score -553432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -553447.062500 Penalty: 4270.808594
	Iteration 29Q: 3 clusters Score -553447.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -553459.625000 Penalty: 4270.808594
	Iteration 30Q: 3 clusters Score -553459.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -553471.687500 Penalty: 4270.808594
	Iteration 31Q: 3 clusters Score -553471.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -553481.625000 Penalty: 4270.808594
	Iteration 32Q: 3 clusters Score -553481.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -553487.812500 Penalty: 4270.808594
	Iteration 33Q: 3 clusters Score -553487.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -553496.125000 Penalty: 4270.808594
	Iteration 34Q: 3 clusters Score -553496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -553502.437500 Penalty: 4270.808594
	Iteration 35Q: 3 clusters Score -553502.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -553511.687500 Penalty: 4270.808594
	Iteration 36Q: 3 clusters Score -553511.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -553518.375000 Penalty: 4270.808594
	Iteration 37Q: 3 clusters Score -553518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -553523.000000 Penalty: 4270.808594
	Iteration 38Q: 3 clusters Score -553523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -553528.187500 Penalty: 4270.808594
	Iteration 39Q: 3 clusters Score -553528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -553533.375000 Penalty: 4270.808594
	Iteration 40F: 3 clusters Score -553533.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -553542.562500 Penalty: 4270.808594
	Iteration 41Q: 3 clusters Score -553542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -553548.625000 Penalty: 4270.808594
	Iteration 42Q: 3 clusters Score -553548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -553551.875000 Penalty: 4270.808594
	Iteration 43Q: 3 clusters Score -553551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -553555.062500 Penalty: 4270.808594
	Iteration 44Q: 3 clusters Score -553555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -553557.562500 Penalty: 4270.808594
	Iteration 45Q: 3 clusters Score -553557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -553563.875000 Penalty: 4270.808594
	Iteration 46Q: 3 clusters Score -553563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -553570.875000 Penalty: 4270.808594
	Iteration 47Q: 3 clusters Score -553570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -553577.875000 Penalty: 4270.808594
	Iteration 48Q: 3 clusters Score -553577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -553581.875000 Penalty: 4270.808594
	Iteration 49Q: 3 clusters Score -553581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -553586.312500 Penalty: 4270.808594
	Iteration 50Q: 3 clusters Score -553586.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -553589.437500 Penalty: 4270.808594
	Iteration 51Q: 3 clusters Score -553589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -553589.750000 Penalty: 4270.808594
	Iteration 52Q: 3 clusters Score -553589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -553590.312500 Penalty: 4270.808594
	Iteration 53Q: 3 clusters Score -553590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -553593.875000 Penalty: 4270.808594
	Iteration 54Q: 3 clusters Score -553593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -553594.875000 Penalty: 4270.808594
	Iteration 55Q: 3 clusters Score -553594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -553595.812500 Penalty: 4270.808594
	Iteration 56Q: 3 clusters Score -553595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -553597.062500 Penalty: 4270.808594
	Iteration 57Q: 3 clusters Score -553597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -553597.250000 Penalty: 4270.808594
	Iteration 58Q: 3 clusters Score -553597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -553598.187500 Penalty: 4270.808594
	Iteration 59Q: 3 clusters Score -553598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -553602.250000 Penalty: 4270.808594
	Iteration 60F: 3 clusters Score -553602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -553603.062500 Penalty: 4270.808594
	Iteration 61Q: 3 clusters Score -553603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -553605.812500 Penalty: 4270.808594
	Iteration 62Q: 3 clusters Score -553605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -553606.062500 Penalty: 4270.808594
	Iteration 63Q: 3 clusters Score -553606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -553607.125000 Penalty: 4270.808594
	Iteration 64Q: 3 clusters Score -553607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -553607.000000 Penalty: 4270.808594
	Iteration 65Q: 3 clusters Score -553607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -553609.625000 Penalty: 4270.808594
	Iteration 66Q: 3 clusters Score -553609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -553611.312500 Penalty: 4270.808594
	Iteration 67Q: 3 clusters Score -553611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -553612.187500 Penalty: 4270.808594
	Iteration 68Q: 3 clusters Score -553612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -553612.187500 Penalty: 4270.808594
	Iteration 69F: 3 clusters Score -553612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -528832.750000 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -528832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -523789.656250 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -523789.7 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -525139.187500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -525139.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -525448.687500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -525448.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -525680.312500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -525680.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -525868.500000 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -525868.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -526065.312500 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -526065.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -526267.000000 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -526267 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -526491.937500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -526491.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -526691.812500 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -526691.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -526841.250000 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -526841.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -526965.687500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -526965.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -527057.437500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -527057.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -527129.875000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -527129.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -527170.187500 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -527170.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -527198.062500 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -527198.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -527217.312500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -527217.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -527232.937500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -527232.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -527243.312500 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -527243.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -527248.562500 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -527248.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -527255.562500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -527255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -527263.500000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -527263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -527270.187500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -527270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -527274.437500 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -527274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -527277.000000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -527277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -527279.937500 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -527279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -527282.062500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -527282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -527283.500000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -527283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -527287.437500 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -527287.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -527289.062500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -527289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -527292.562500 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -527292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -527294.375000 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -527294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -527294.937500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -527294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -527296.812500 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -527296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -527299.500000 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -527299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -527300.562500 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -527300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -527301.750000 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -527301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -527302.125000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -527302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -527305.187500 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -527305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -527306.875000 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -527306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -527308.875000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -527308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -527311.937500 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -527311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -527314.312500 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -527314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -527316.250000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -527316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -527319.062500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -527319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -527320.750000 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -527320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -527323.375000 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -527323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -527326.312500 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -527326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -527328.250000 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -527328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -527329.812500 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -527329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -527329.375000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -527329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -527330.750000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -527330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -527330.750000 Penalty: 4301.383301
	Iteration 51F: 3 clusters Score -527330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -335386.968750 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -335387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -331671.468750 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -331671.5 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -332500.093750 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -332500.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -332703.062500 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -332703.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -332840.156250 Penalty: 4069.246094
	Iteration 3F: 3 clusters Score -332840.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -332946.687500 Penalty: 4069.246094
	Iteration 4Q: 3 clusters Score -332946.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -333043.250000 Penalty: 4069.246094
	Iteration 5Q: 3 clusters Score -333043.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -333126.125000 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -333126.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -333208.031250 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -333208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -333278.000000 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -333278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -333347.500000 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -333347.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -333420.781250 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -333420.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -333488.718750 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -333488.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -333545.468750 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -333545.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -333603.656250 Penalty: 4069.246094
	Iteration 13Q: 3 clusters Score -333603.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -333657.156250 Penalty: 4069.246094
	Iteration 14Q: 3 clusters Score -333657.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -333709.093750 Penalty: 4069.246094
	Iteration 15Q: 3 clusters Score -333709.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -333738.687500 Penalty: 4069.246094
	Iteration 16Q: 3 clusters Score -333738.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -333755.750000 Penalty: 4069.246094
	Iteration 17Q: 3 clusters Score -333755.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -333772.281250 Penalty: 4069.246094
	Iteration 18Q: 3 clusters Score -333772.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -333786.593750 Penalty: 4069.246094
	Iteration 19Q: 3 clusters Score -333786.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -333805.281250 Penalty: 4069.246094
	Iteration 20F: 3 clusters Score -333805.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -333817.000000 Penalty: 4069.246094
	Iteration 21Q: 3 clusters Score -333817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -333828.906250 Penalty: 4069.246094
	Iteration 22Q: 3 clusters Score -333828.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -333840.781250 Penalty: 4069.246094
	Iteration 23Q: 3 clusters Score -333840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -333851.687500 Penalty: 4069.246094
	Iteration 24Q: 3 clusters Score -333851.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -333862.093750 Penalty: 4069.246094
	Iteration 25Q: 3 clusters Score -333862.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -333868.500000 Penalty: 4069.246094
	Iteration 26Q: 3 clusters Score -333868.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -333875.093750 Penalty: 4069.246094
	Iteration 27Q: 3 clusters Score -333875.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -333883.312500 Penalty: 4069.246094
	Iteration 28Q: 3 clusters Score -333883.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -333889.718750 Penalty: 4069.246094
	Iteration 29Q: 3 clusters Score -333889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -333893.625000 Penalty: 4069.246094
	Iteration 30Q: 3 clusters Score -333893.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -333901.031250 Penalty: 4069.246094
	Iteration 31Q: 3 clusters Score -333901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -333906.468750 Penalty: 4069.246094
	Iteration 32Q: 3 clusters Score -333906.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -333912.281250 Penalty: 4069.246094
	Iteration 33Q: 3 clusters Score -333912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -333915.062500 Penalty: 4069.246094
	Iteration 34Q: 3 clusters Score -333915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -333916.281250 Penalty: 4069.246094
	Iteration 35Q: 3 clusters Score -333916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -333919.000000 Penalty: 4069.246094
	Iteration 36Q: 3 clusters Score -333919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -333920.875000 Penalty: 4069.246094
	Iteration 37Q: 3 clusters Score -333920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -333922.437500 Penalty: 4069.246094
	Iteration 38Q: 3 clusters Score -333922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -333923.750000 Penalty: 4069.246094
	Iteration 39Q: 3 clusters Score -333923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -333927.437500 Penalty: 4069.246094
	Iteration 40F: 3 clusters Score -333927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -333931.281250 Penalty: 4069.246094
	Iteration 41Q: 3 clusters Score -333931.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -333934.125000 Penalty: 4069.246094
	Iteration 42Q: 3 clusters Score -333934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -333937.656250 Penalty: 4069.246094
	Iteration 43Q: 3 clusters Score -333937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -333942.656250 Penalty: 4069.246094
	Iteration 44Q: 3 clusters Score -333942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -333947.406250 Penalty: 4069.246094
	Iteration 45Q: 3 clusters Score -333947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -333952.406250 Penalty: 4069.246094
	Iteration 46Q: 3 clusters Score -333952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -333957.281250 Penalty: 4069.246094
	Iteration 47Q: 3 clusters Score -333957.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -333960.218750 Penalty: 4069.246094
	Iteration 48Q: 3 clusters Score -333960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -333961.031250 Penalty: 4069.246094
	Iteration 49Q: 3 clusters Score -333961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -333961.968750 Penalty: 4069.246094
	Iteration 50Q: 3 clusters Score -333962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -333963.343750 Penalty: 4069.246094
	Iteration 51Q: 3 clusters Score -333963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -333963.875000 Penalty: 4069.246094
	Iteration 52Q: 3 clusters Score -333963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -333963.750000 Penalty: 4069.246094
	Iteration 53Q: 3 clusters Score -333963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -333964.437500 Penalty: 4069.246094
	Iteration 54Q: 3 clusters Score -333964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -333964.812500 Penalty: 4069.246094
	Iteration 55Q: 3 clusters Score -333964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -333965.687500 Penalty: 4069.246094
	Iteration 56Q: 3 clusters Score -333965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -333966.062500 Penalty: 4069.246094
	Iteration 57Q: 3 clusters Score -333966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -333966.468750 Penalty: 4069.246094
	Iteration 58Q: 3 clusters Score -333966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -333967.281250 Penalty: 4069.246094
	Iteration 59Q: 3 clusters Score -333967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -333968.812500 Penalty: 4069.246094
	Iteration 60F: 3 clusters Score -333968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -155325.703125 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -155325.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -152797.484375 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -152797.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153236.578125 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -153236.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153412.531250 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -153412.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -153509.796875 Penalty: 3721.905029
	Iteration 3F: 3 clusters Score -153509.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153569.531250 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -153569.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153609.140625 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -153609.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153644.890625 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -153644.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153680.953125 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -153681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -153715.109375 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -153715.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153775.453125 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -153775.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -153848.500000 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -153848.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153907.218750 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -153907.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153979.812500 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -153979.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -154056.546875 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -154056.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154119.359375 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -154119.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154171.640625 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -154171.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154209.109375 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -154209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -154244.453125 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -154244.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154270.562500 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -154270.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154295.515625 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -154295.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154308.562500 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -154308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154315.609375 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -154315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154318.703125 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -154318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -154320.421875 Penalty: 3721.905029
	Iteration 23Q: 3 clusters Score -154320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -154320.421875 Penalty: 3721.905029
	Iteration 24F: 3 clusters Score -154320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -632775.437500 Penalty: 2168.079346
	Iteration 0F: 2 clusters Score -632775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -627472.187500 Penalty: 4336.158691
	Iteration 0F: 3 clusters Score -627472.2 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -628811.562500 Penalty: 4336.158691
	Iteration 1F: 3 clusters Score -628811.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -629040.125000 Penalty: 4336.158691
	Iteration 2F: 3 clusters Score -629040.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -629163.812500 Penalty: 4336.158691
	Iteration 3Q: 3 clusters Score -629163.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -629266.000000 Penalty: 4336.158691
	Iteration 4Q: 3 clusters Score -629266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -629335.437500 Penalty: 4336.158691
	Iteration 5Q: 3 clusters Score -629335.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -629397.937500 Penalty: 4336.158691
	Iteration 6Q: 3 clusters Score -629397.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -629446.250000 Penalty: 4336.158691
	Iteration 7Q: 3 clusters Score -629446.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -629488.437500 Penalty: 4336.158691
	Iteration 8Q: 3 clusters Score -629488.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -629521.250000 Penalty: 4336.158691
	Iteration 9Q: 3 clusters Score -629521.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -629557.812500 Penalty: 4336.158691
	Iteration 10Q: 3 clusters Score -629557.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -629593.437500 Penalty: 4336.158691
	Iteration 11Q: 3 clusters Score -629593.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -629631.250000 Penalty: 4336.158691
	Iteration 12Q: 3 clusters Score -629631.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -629677.000000 Penalty: 4336.158691
	Iteration 13Q: 3 clusters Score -629677 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -629724.250000 Penalty: 4336.158691
	Iteration 14Q: 3 clusters Score -629724.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -629779.687500 Penalty: 4336.158691
	Iteration 15Q: 3 clusters Score -629779.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -629842.187500 Penalty: 4336.158691
	Iteration 16Q: 3 clusters Score -629842.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -629923.687500 Penalty: 4336.158691
	Iteration 17Q: 3 clusters Score -629923.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -629998.250000 Penalty: 4336.158691
	Iteration 18Q: 3 clusters Score -629998.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -630060.000000 Penalty: 4336.158691
	Iteration 19Q: 3 clusters Score -630060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -630125.250000 Penalty: 4336.158691
	Iteration 20F: 3 clusters Score -630125.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -630199.562500 Penalty: 4336.158691
	Iteration 21Q: 3 clusters Score -630199.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -630265.875000 Penalty: 4336.158691
	Iteration 22Q: 3 clusters Score -630265.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -630342.062500 Penalty: 4336.158691
	Iteration 23Q: 3 clusters Score -630342.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -630415.625000 Penalty: 4336.158691
	Iteration 24Q: 3 clusters Score -630415.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -630465.375000 Penalty: 4336.158691
	Iteration 25Q: 3 clusters Score -630465.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -630503.000000 Penalty: 4336.158691
	Iteration 26Q: 3 clusters Score -630503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -630543.750000 Penalty: 4336.158691
	Iteration 27Q: 3 clusters Score -630543.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -630584.000000 Penalty: 4336.158691
	Iteration 28Q: 3 clusters Score -630584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -630628.812500 Penalty: 4336.158691
	Iteration 29Q: 3 clusters Score -630628.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -630657.625000 Penalty: 4336.158691
	Iteration 30Q: 3 clusters Score -630657.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -630677.937500 Penalty: 4336.158691
	Iteration 31Q: 3 clusters Score -630677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -630691.687500 Penalty: 4336.158691
	Iteration 32Q: 3 clusters Score -630691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -630702.062500 Penalty: 4336.158691
	Iteration 33Q: 3 clusters Score -630702.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -630712.625000 Penalty: 4336.158691
	Iteration 34Q: 3 clusters Score -630712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -630720.687500 Penalty: 4336.158691
	Iteration 35Q: 3 clusters Score -630720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -630730.000000 Penalty: 4336.158691
	Iteration 36Q: 3 clusters Score -630730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -630736.125000 Penalty: 4336.158691
	Iteration 37Q: 3 clusters Score -630736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -630741.500000 Penalty: 4336.158691
	Iteration 38Q: 3 clusters Score -630741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -630748.812500 Penalty: 4336.158691
	Iteration 39Q: 3 clusters Score -630748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -630758.312500 Penalty: 4336.158691
	Iteration 40F: 3 clusters Score -630758.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -630771.312500 Penalty: 4336.158691
	Iteration 41Q: 3 clusters Score -630771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -630778.312500 Penalty: 4336.158691
	Iteration 42Q: 3 clusters Score -630778.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -630785.062500 Penalty: 4336.158691
	Iteration 43Q: 3 clusters Score -630785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -630789.312500 Penalty: 4336.158691
	Iteration 44Q: 3 clusters Score -630789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -630793.375000 Penalty: 4336.158691
	Iteration 45Q: 3 clusters Score -630793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -630798.000000 Penalty: 4336.158691
	Iteration 46Q: 3 clusters Score -630798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -630806.937500 Penalty: 4336.158691
	Iteration 47Q: 3 clusters Score -630806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -630811.625000 Penalty: 4336.158691
	Iteration 48Q: 3 clusters Score -630811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -630811.625000 Penalty: 4336.158691
	Iteration 49F: 3 clusters Score -630811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -336963.812500 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -336963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -333524.718750 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -333524.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -334223.843750 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -334223.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -334385.812500 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -334385.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -334488.343750 Penalty: 4022.026367
	Iteration 3Q: 3 clusters Score -334488.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -334554.125000 Penalty: 4022.026367
	Iteration 4Q: 3 clusters Score -334554.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -334611.375000 Penalty: 4022.026367
	Iteration 5Q: 3 clusters Score -334611.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -334656.062500 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -334656.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -334684.218750 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -334684.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -334715.375000 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -334715.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -334742.093750 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -334742.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -334766.437500 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -334766.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -334793.375000 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -334793.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -334824.656250 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -334824.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -334858.843750 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -334858.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -334882.968750 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -334883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -334898.906250 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -334898.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -334910.125000 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -334910.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -334918.687500 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -334918.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -334926.062500 Penalty: 4022.026367
	Iteration 18Q: 3 clusters Score -334926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -334930.187500 Penalty: 4022.026367
	Iteration 19Q: 3 clusters Score -334930.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -334934.625000 Penalty: 4022.026367
	Iteration 20F: 3 clusters Score -334934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -334940.031250 Penalty: 4022.026367
	Iteration 21Q: 3 clusters Score -334940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -334943.125000 Penalty: 4022.026367
	Iteration 22Q: 3 clusters Score -334943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -334946.312500 Penalty: 4022.026367
	Iteration 23Q: 3 clusters Score -334946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -334949.312500 Penalty: 4022.026367
	Iteration 24Q: 3 clusters Score -334949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -334949.937500 Penalty: 4022.026367
	Iteration 25Q: 3 clusters Score -334949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -334952.125000 Penalty: 4022.026367
	Iteration 26Q: 3 clusters Score -334952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -334953.750000 Penalty: 4022.026367
	Iteration 27Q: 3 clusters Score -334953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -334955.531250 Penalty: 4022.026367
	Iteration 28Q: 3 clusters Score -334955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -334957.593750 Penalty: 4022.026367
	Iteration 29Q: 3 clusters Score -334957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -334959.312500 Penalty: 4022.026367
	Iteration 30Q: 3 clusters Score -334959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -334961.687500 Penalty: 4022.026367
	Iteration 31Q: 3 clusters Score -334961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -334962.281250 Penalty: 4022.026367
	Iteration 32Q: 3 clusters Score -334962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -334962.281250 Penalty: 4022.026367
	Iteration 33F: 3 clusters Score -334962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 62492 members 
Mstep: Class 16 contains 54836 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 42987 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11111 members 
Mstep: Class 43 contains 15404 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918616.000000 Penalty: 162199.796875
Iteration 159Q: 50 clusters Score -5.891862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11234 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 62490 members 
Mstep: Class 16 contains 54833 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 42979 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5900 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11110 members 
Mstep: Class 43 contains 15407 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3656 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918620.000000 Penalty: 162199.796875
Iteration 160F: 50 clusters Score -5.891862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13643 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62489 members 
Mstep: Class 16 contains 54830 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42970 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101937 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4291 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5900 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33502 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28710 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11109 members 
Mstep: Class 43 contains 15410 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3657 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918628.000000 Penalty: 162199.796875
Iteration 161Q: 50 clusters Score -5.891863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25114 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 13643 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62489 members 
Mstep: Class 16 contains 54828 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42958 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14081 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11107 members 
Mstep: Class 43 contains 15411 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3657 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918576.000000 Penalty: 162199.796875
Iteration 162Q: 50 clusters Score -5.891858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62490 members 
Mstep: Class 16 contains 54823 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6962 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 42947 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5899 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33501 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11111 members 
Mstep: Class 43 contains 15414 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3657 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918552.000000 Penalty: 162199.796875
Iteration 163Q: 50 clusters Score -5.891855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62490 members 
Mstep: Class 16 contains 54817 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6969 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 42941 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4621 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5899 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28711 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11110 members 
Mstep: Class 43 contains 15417 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918564.000000 Penalty: 162199.796875
Iteration 164Q: 50 clusters Score -5.891856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54812 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6980 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 42931 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4622 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5899 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28711 members 
Mstep: Class 41 contains 3032 members 
Mstep: Class 42 contains 11108 members 
Mstep: Class 43 contains 15418 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3659 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918548.000000 Penalty: 162199.796875
Iteration 165Q: 50 clusters Score -5.891855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54806 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6986 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 42924 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4623 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5900 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28711 members 
Mstep: Class 41 contains 3033 members 
Mstep: Class 42 contains 11113 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918560.000000 Penalty: 162199.796875
Iteration 166Q: 50 clusters Score -5.891856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54805 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6989 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42920 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4625 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28711 members 
Mstep: Class 41 contains 3034 members 
Mstep: Class 42 contains 11111 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918584.000000 Penalty: 162199.796875
Iteration 167Q: 50 clusters Score -5.891858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54803 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 6995 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42915 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4627 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33500 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11111 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918576.000000 Penalty: 162199.796875
Iteration 168Q: 50 clusters Score -5.891858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54802 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7001 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42907 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11110 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918528.000000 Penalty: 162199.796875
Iteration 169Q: 50 clusters Score -5.891853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 14904 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3370 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54799 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7008 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42901 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4633 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 5900 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10040 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11108 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1815 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918528.000000 Penalty: 162199.796875
Iteration 170Q: 50 clusters Score -5.891853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 14906 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3368 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54798 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7017 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42892 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4636 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6554 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5900 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10040 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28713 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11104 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3659 members 
Mstep: Class 47 contains 1816 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918668.000000 Penalty: 162199.796875
Iteration 171Q: 50 clusters Score -5.891867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14908 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3364 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54797 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42888 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101939 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33498 members 
Mstep: Class 34 contains 10040 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11099 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3661 members 
Mstep: Class 47 contains 1817 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918724.000000 Penalty: 162199.796875
Iteration 172Q: 50 clusters Score -5.891872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 14910 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54796 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 42885 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11098 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3660 members 
Mstep: Class 47 contains 1817 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918676.000000 Penalty: 162199.796875
Iteration 173Q: 50 clusters Score -5.891868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 14912 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62492 members 
Mstep: Class 16 contains 54795 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7029 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42883 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11095 members 
Mstep: Class 43 contains 15421 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3659 members 
Mstep: Class 47 contains 1817 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918728.000000 Penalty: 162199.796875
Iteration 174Q: 50 clusters Score -5.891873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 14914 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62492 members 
Mstep: Class 16 contains 54793 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42878 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11092 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 1817 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918724.000000 Penalty: 162199.796875
Iteration 175Q: 50 clusters Score -5.891872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 14916 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62492 members 
Mstep: Class 16 contains 54790 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7036 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42873 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5724 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11091 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3660 members 
Mstep: Class 47 contains 1817 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918708.000000 Penalty: 162199.796875
Iteration 176Q: 50 clusters Score -5.891871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 14920 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 62492 members 
Mstep: Class 16 contains 54789 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7043 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42860 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3560 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2664 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11088 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 3662 members 
Mstep: Class 47 contains 1818 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918772.000000 Penalty: 162199.796875
Iteration 177Q: 50 clusters Score -5.891877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 14923 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62491 members 
Mstep: Class 16 contains 54788 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7048 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42854 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2664 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28713 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11088 members 
Mstep: Class 43 contains 15419 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3663 members 
Mstep: Class 47 contains 1818 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918780.000000 Penalty: 162199.796875
Iteration 178Q: 50 clusters Score -5.891878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 14923 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62490 members 
Mstep: Class 16 contains 54784 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7053 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42851 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28713 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11085 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3666 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918788.000000 Penalty: 162199.796875
Iteration 179Q: 50 clusters Score -5.891879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 62488 members 
Mstep: Class 16 contains 54782 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7060 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42844 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2661 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28713 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11076 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3673 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918800.000000 Penalty: 162199.796875
Iteration 180F: 50 clusters Score -5.89188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 62487 members 
Mstep: Class 16 contains 54780 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7065 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 42839 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2660 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11073 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3677 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918776.000000 Penalty: 162199.796875
Iteration 181Q: 50 clusters Score -5.891878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 14925 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 62487 members 
Mstep: Class 16 contains 54778 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7069 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42837 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2660 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11068 members 
Mstep: Class 43 contains 15421 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3681 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918792.000000 Penalty: 162199.796875
Iteration 182Q: 50 clusters Score -5.891879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 62487 members 
Mstep: Class 16 contains 54774 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7070 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42835 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2661 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11065 members 
Mstep: Class 43 contains 15421 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3681 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918736.000000 Penalty: 162199.796875
Iteration 183Q: 50 clusters Score -5.891874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14928 members 
Mstep: Class 4 contains 5516 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 62487 members 
Mstep: Class 16 contains 54773 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42830 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10041 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11060 members 
Mstep: Class 43 contains 15421 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3684 members 
Mstep: Class 47 contains 1819 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918752.000000 Penalty: 162199.796875
Iteration 184Q: 50 clusters Score -5.891875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14928 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62486 members 
Mstep: Class 16 contains 54773 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42828 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11049 members 
Mstep: Class 43 contains 15423 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3685 members 
Mstep: Class 47 contains 1820 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918712.000000 Penalty: 162199.796875
Iteration 185Q: 50 clusters Score -5.891871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 14928 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62486 members 
Mstep: Class 16 contains 54772 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 20 contains 42825 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11044 members 
Mstep: Class 43 contains 15424 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3684 members 
Mstep: Class 47 contains 1820 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918668.000000 Penalty: 162199.796875
Iteration 186Q: 50 clusters Score -5.891867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 14928 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 15 contains 62484 members 
Mstep: Class 16 contains 54770 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 9578 members 
Mstep: Class 20 contains 42823 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28715 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11036 members 
Mstep: Class 43 contains 15423 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3688 members 
Mstep: Class 47 contains 1820 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918688.000000 Penalty: 162199.796875
Iteration 187Q: 50 clusters Score -5.891869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14928 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 15 contains 62485 members 
Mstep: Class 16 contains 54766 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 9577 members 
Mstep: Class 20 contains 42823 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 15424 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3691 members 
Mstep: Class 47 contains 1820 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918688.000000 Penalty: 162199.796875
Iteration 188Q: 50 clusters Score -5.891869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 15 contains 62485 members 
Mstep: Class 16 contains 54763 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 9577 members 
Mstep: Class 20 contains 42822 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11033 members 
Mstep: Class 43 contains 15424 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3690 members 
Mstep: Class 47 contains 1820 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918684.000000 Penalty: 162199.796875
Iteration 189Q: 50 clusters Score -5.891868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 14926 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62485 members 
Mstep: Class 16 contains 54761 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7091 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 42820 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11033 members 
Mstep: Class 43 contains 15424 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3690 members 
Mstep: Class 47 contains 1821 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918708.000000 Penalty: 162199.796875
Iteration 190Q: 50 clusters Score -5.891871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 14925 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62485 members 
Mstep: Class 16 contains 54760 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7094 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 42819 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5727 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2663 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 15425 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3690 members 
Mstep: Class 47 contains 1821 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918708.000000 Penalty: 162199.796875
Iteration 191Q: 50 clusters Score -5.891871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14926 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13654 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62485 members 
Mstep: Class 16 contains 54759 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7097 members 
Mstep: Class 19 contains 9570 members 
Mstep: Class 20 contains 42816 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2664 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 15425 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3691 members 
Mstep: Class 47 contains 1821 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918736.000000 Penalty: 162199.796875
Iteration 192Q: 50 clusters Score -5.891874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 14929 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62485 members 
Mstep: Class 16 contains 54757 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7099 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 42812 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2666 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 15426 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3690 members 
Mstep: Class 47 contains 1821 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918704.000000 Penalty: 162199.796875
Iteration 193Q: 50 clusters Score -5.89187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62484 members 
Mstep: Class 16 contains 54755 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42808 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28717 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 15428 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3691 members 
Mstep: Class 47 contains 1821 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918692.000000 Penalty: 162199.796875
Iteration 194Q: 50 clusters Score -5.891869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62481 members 
Mstep: Class 16 contains 54751 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 42807 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101943 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33498 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28717 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 15432 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5839 members 
Mstep: Class 46 contains 3693 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918660.000000 Penalty: 162199.796875
Iteration 195Q: 50 clusters Score -5.891866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 15 contains 62481 members 
Mstep: Class 16 contains 54749 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42807 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5729 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101942 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33498 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28717 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 15436 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3693 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918656.000000 Penalty: 162199.796875
Iteration 196Q: 50 clusters Score -5.891866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 62480 members 
Mstep: Class 16 contains 54747 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42806 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5731 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11020 members 
Mstep: Class 43 contains 15437 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3694 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918608.000000 Penalty: 162199.796875
Iteration 197Q: 50 clusters Score -5.891861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62479 members 
Mstep: Class 16 contains 54743 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 42806 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28717 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11019 members 
Mstep: Class 43 contains 15437 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3695 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918576.000000 Penalty: 162199.796875
Iteration 198Q: 50 clusters Score -5.891858e+07 nChanged 16
Entering ConstructFrom: 
Score: -58918576.000000 Penalty: 162199.796875
Entering ConstructFrom: 
Trying to split cluster 1 (23694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Entering Unmasked Estep 
Score: -2347358.750000 Penalty: 2498.098389
	Iteration 0F: 2 clusters Score -2347359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2330851.000000 Penalty: 4996.196777
	Iteration 0F: 3 clusters Score -2330851 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2336397.250000 Penalty: 4996.196777
	Iteration 1F: 3 clusters Score -2336397 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2336832.500000 Penalty: 4996.196777
	Iteration 2F: 3 clusters Score -2336832 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2337190.500000 Penalty: 4996.196777
	Iteration 3Q: 3 clusters Score -2337190 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2337475.000000 Penalty: 4996.196777
	Iteration 4Q: 3 clusters Score -2337475 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2337691.000000 Penalty: 4996.196777
	Iteration 5Q: 3 clusters Score -2337691 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2337893.500000 Penalty: 4996.196777
	Iteration 6Q: 3 clusters Score -2337894 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2338123.000000 Penalty: 4996.196777
	Iteration 7Q: 3 clusters Score -2338123 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2338430.250000 Penalty: 4996.196777
	Iteration 8Q: 3 clusters Score -2338430 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2338806.000000 Penalty: 4996.196777
	Iteration 9Q: 3 clusters Score -2338806 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2339295.500000 Penalty: 4996.196777
	Iteration 10Q: 3 clusters Score -2339296 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2339950.250000 Penalty: 4996.196777
	Iteration 11Q: 3 clusters Score -2339950 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2340740.000000 Penalty: 4996.196777
	Iteration 12F: 3 clusters Score -2340740 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2341587.750000 Penalty: 4996.196777
	Iteration 13F: 3 clusters Score -2341588 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2342328.500000 Penalty: 4996.196777
	Iteration 14Q: 3 clusters Score -2342328 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2342930.750000 Penalty: 4996.196777
	Iteration 15Q: 3 clusters Score -2342931 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2343379.750000 Penalty: 4996.196777
	Iteration 16Q: 3 clusters Score -2343380 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2343718.000000 Penalty: 4996.196777
	Iteration 17Q: 3 clusters Score -2343718 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2343966.500000 Penalty: 4996.196777
	Iteration 18Q: 3 clusters Score -2343966 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2344173 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2344314 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2344421.750000 Penalty: 4996.196777
	Iteration 21Q: 3 clusters Score -2344422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2344503.500000 Penalty: 4996.196777
	Iteration 22Q: 3 clusters Score -2344504 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2344571.750000 Penalty: 4996.196777
	Iteration 23Q: 3 clusters Score -2344572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2344621.250000 Penalty: 4996.196777
	Iteration 24Q: 3 clusters Score -2344621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2344663 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2344701.750000 Penalty: 4996.196777
	Iteration 26Q: 3 clusters Score -2344702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2344721.500000 Penalty: 4996.196777
	Iteration 27Q: 3 clusters Score -2344722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2344748.750000 Penalty: 4996.196777
	Iteration 28Q: 3 clusters Score -2344749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2344759.750000 Penalty: 4996.196777
	Iteration 29Q: 3 clusters Score -2344760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2344768.250000 Penalty: 4996.196777
	Iteration 30Q: 3 clusters Score -2344768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2344779.500000 Penalty: 4996.196777
	Iteration 31Q: 3 clusters Score -2344780 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2344792.250000 Penalty: 4996.196777
	Iteration 32Q: 3 clusters Score -2344792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2344803.500000 Penalty: 4996.196777
	Iteration 33Q: 3 clusters Score -2344804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2344814.500000 Penalty: 4996.196777
	Iteration 34Q: 3 clusters Score -2344814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2344818.000000 Penalty: 4996.196777
	Iteration 35Q: 3 clusters Score -2344818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2344822.500000 Penalty: 4996.196777
	Iteration 36Q: 3 clusters Score -2344822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2344840.250000 Penalty: 4996.196777
	Iteration 37Q: 3 clusters Score -2344840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2344847.250000 Penalty: 4996.196777
	Iteration 38Q: 3 clusters Score -2344847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2344852.750000 Penalty: 4996.196777
	Iteration 39Q: 3 clusters Score -2344853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2344867.000000 Penalty: 4996.196777
	Iteration 40F: 3 clusters Score -2344867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2344872.000000 Penalty: 4996.196777
	Iteration 41Q: 3 clusters Score -2344872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2344889.000000 Penalty: 4996.196777
	Iteration 42Q: 3 clusters Score -2344889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2344905.000000 Penalty: 4996.196777
	Iteration 43Q: 3 clusters Score -2344905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2344917.750000 Penalty: 4996.196777
	Iteration 44Q: 3 clusters Score -2344918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2344918.500000 Penalty: 4996.196777
	Iteration 45Q: 3 clusters Score -2344918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2344939.250000 Penalty: 4996.196777
	Iteration 46Q: 3 clusters Score -2344939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2344946.000000 Penalty: 4996.196777
	Iteration 47Q: 3 clusters Score -2344946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2344959.750000 Penalty: 4996.196777
	Iteration 48Q: 3 clusters Score -2344960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2344966.000000 Penalty: 4996.196777
	Iteration 49Q: 3 clusters Score -2344966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2344978.750000 Penalty: 4996.196777
	Iteration 50Q: 3 clusters Score -2344979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2344995.750000 Penalty: 4996.196777
	Iteration 51Q: 3 clusters Score -2344996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2345008.500000 Penalty: 4996.196777
	Iteration 52Q: 3 clusters Score -2345008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2345017.000000 Penalty: 4996.196777
	Iteration 53Q: 3 clusters Score -2345017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2345028.000000 Penalty: 4996.196777
	Iteration 54Q: 3 clusters Score -2345028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2345031.250000 Penalty: 4996.196777
	Iteration 55Q: 3 clusters Score -2345031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2345041.000000 Penalty: 4996.196777
	Iteration 56Q: 3 clusters Score -2345041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2345049.500000 Penalty: 4996.196777
	Iteration 57Q: 3 clusters Score -2345050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2345051.750000 Penalty: 4996.196777
	Iteration 58Q: 3 clusters Score -2345052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2345061.500000 Penalty: 4996.196777
	Iteration 59Q: 3 clusters Score -2345062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2345069.750000 Penalty: 4996.196777
	Iteration 60F: 3 clusters Score -2345070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2345070.750000 Penalty: 4996.196777
	Iteration 61Q: 3 clusters Score -2345071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2345079.000000 Penalty: 4996.196777
	Iteration 62Q: 3 clusters Score -2345079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2345086.750000 Penalty: 4996.196777
	Iteration 63Q: 3 clusters Score -2345087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2345091.000000 Penalty: 4996.196777
	Iteration 64Q: 3 clusters Score -2345091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2345095.000000 Penalty: 4996.196777
	Iteration 65Q: 3 clusters Score -2345095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2345105.250000 Penalty: 4996.196777
	Iteration 66Q: 3 clusters Score -2345105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2345110.250000 Penalty: 4996.196777
	Iteration 67Q: 3 clusters Score -2345110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2345112.500000 Penalty: 4996.196777
	Iteration 68Q: 3 clusters Score -2345112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2345115.000000 Penalty: 4996.196777
	Iteration 69Q: 3 clusters Score -2345115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2345119.250000 Penalty: 4996.196777
	Iteration 70Q: 3 clusters Score -2345119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2345121.250000 Penalty: 4996.196777
	Iteration 71Q: 3 clusters Score -2345121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2345122.500000 Penalty: 4996.196777
	Iteration 72Q: 3 clusters Score -2345122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2345121.000000 Penalty: 4996.196777
	Iteration 73Q: 3 clusters Score -2345121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2345125.250000 Penalty: 4996.196777
	Iteration 74Q: 3 clusters Score -2345125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2345126.750000 Penalty: 4996.196777
	Iteration 75Q: 3 clusters Score -2345127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2345128.500000 Penalty: 4996.196777
	Iteration 76Q: 3 clusters Score -2345128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2345126.250000 Penalty: 4996.196777
	Iteration 77Q: 3 clusters Score -2345126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2345134.500000 Penalty: 4996.196777
	Iteration 78Q: 3 clusters Score -2345134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2345134.500000 Penalty: 4996.196777
	Iteration 79Q: 3 clusters Score -2345134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2345139.500000 Penalty: 4996.196777
	Iteration 80F: 3 clusters Score -2345140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2345147.500000 Penalty: 4996.196777
	Iteration 81Q: 3 clusters Score -2345148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2345154.750000 Penalty: 4996.196777
	Iteration 82Q: 3 clusters Score -2345155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2345164.500000 Penalty: 4996.196777
	Iteration 83Q: 3 clusters Score -2345164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2345169.000000 Penalty: 4996.196777
	Iteration 84Q: 3 clusters Score -2345169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2345170.500000 Penalty: 4996.196777
	Iteration 85Q: 3 clusters Score -2345170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2345178.000000 Penalty: 4996.196777
	Iteration 86Q: 3 clusters Score -2345178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2345178.000000 Penalty: 4996.196777
	Iteration 87Q: 3 clusters Score -2345178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2345176.000000 Penalty: 4996.196777
	Iteration 88Q: 3 clusters Score -2345176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2345188.750000 Penalty: 4996.196777
	Iteration 89Q: 3 clusters Score -2345189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2345193.500000 Penalty: 4996.196777
	Iteration 90Q: 3 clusters Score -2345194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2345194.500000 Penalty: 4996.196777
	Iteration 91Q: 3 clusters Score -2345194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2345197.000000 Penalty: 4996.196777
	Iteration 92Q: 3 clusters Score -2345197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2345198.500000 Penalty: 4996.196777
	Iteration 93Q: 3 clusters Score -2345198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2345201.500000 Penalty: 4996.196777
	Iteration 94Q: 3 clusters Score -2345202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2345205.250000 Penalty: 4996.196777
	Iteration 95Q: 3 clusters Score -2345205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2345206.000000 Penalty: 4996.196777
	Iteration 96Q: 3 clusters Score -2345206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2345212.000000 Penalty: 4996.196777
	Iteration 97Q: 3 clusters Score -2345212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2345207.000000 Penalty: 4996.196777
	Iteration 98Q: 3 clusters Score -2345207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2345208.000000 Penalty: 4996.196777
	Iteration 99Q: 3 clusters Score -2345208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2345210.500000 Penalty: 4996.196777
	Iteration 100F: 3 clusters Score -2345210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2345209.000000 Penalty: 4996.196777
	Iteration 101Q: 3 clusters Score -2345209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2345211.250000 Penalty: 4996.196777
	Iteration 102Q: 3 clusters Score -2345211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2345218.750000 Penalty: 4996.196777
	Iteration 103Q: 3 clusters Score -2345219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2345218.750000 Penalty: 4996.196777
	Iteration 104F: 3 clusters Score -2345219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11731 members 
Entering Unmasked Estep 
Score: -1066712.125000 Penalty: 2323.757568
	Iteration 0F: 2 clusters Score -1066712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1058021.625000 Penalty: 4647.515137
	Iteration 0F: 3 clusters Score -1058022 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1060753.875000 Penalty: 4647.515137
	Iteration 1F: 3 clusters Score -1060754 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1061240.000000 Penalty: 4647.515137
	Iteration 2F: 3 clusters Score -1061240 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1061717.750000 Penalty: 4647.515137
	Iteration 3F: 3 clusters Score -1061718 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1062193.625000 Penalty: 4647.515137
	Iteration 4F: 3 clusters Score -1062194 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1062623.000000 Penalty: 4647.515137
	Iteration 5F: 3 clusters Score -1062623 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1063014.500000 Penalty: 4647.515137
	Iteration 6F: 3 clusters Score -1063014 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1063380.250000 Penalty: 4647.515137
	Iteration 7Q: 3 clusters Score -1063380 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1063725.375000 Penalty: 4647.515137
	Iteration 8Q: 3 clusters Score -1063725 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1063975.500000 Penalty: 4647.515137
	Iteration 9Q: 3 clusters Score -1063976 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1064182.000000 Penalty: 4647.515137
	Iteration 10Q: 3 clusters Score -1064182 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1064345.250000 Penalty: 4647.515137
	Iteration 11Q: 3 clusters Score -1064345 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1064487.750000 Penalty: 4647.515137
	Iteration 12Q: 3 clusters Score -1064488 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1064614.750000 Penalty: 4647.515137
	Iteration 13Q: 3 clusters Score -1064615 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1064720.000000 Penalty: 4647.515137
	Iteration 14Q: 3 clusters Score -1064720 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1064824.125000 Penalty: 4647.515137
	Iteration 15Q: 3 clusters Score -1064824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1064901.375000 Penalty: 4647.515137
	Iteration 16Q: 3 clusters Score -1064901 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1064966.875000 Penalty: 4647.515137
	Iteration 17Q: 3 clusters Score -1064967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1065033.125000 Penalty: 4647.515137
	Iteration 18Q: 3 clusters Score -1065033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1065091.000000 Penalty: 4647.515137
	Iteration 19Q: 3 clusters Score -1065091 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1065149.125000 Penalty: 4647.515137
	Iteration 20F: 3 clusters Score -1065149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1065192.500000 Penalty: 4647.515137
	Iteration 21Q: 3 clusters Score -1065192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1065228.625000 Penalty: 4647.515137
	Iteration 22Q: 3 clusters Score -1065229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1065259.250000 Penalty: 4647.515137
	Iteration 23Q: 3 clusters Score -1065259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1065291.125000 Penalty: 4647.515137
	Iteration 24Q: 3 clusters Score -1065291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1065320.125000 Penalty: 4647.515137
	Iteration 25Q: 3 clusters Score -1065320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1065336.375000 Penalty: 4647.515137
	Iteration 26Q: 3 clusters Score -1065336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1065348.625000 Penalty: 4647.515137
	Iteration 27Q: 3 clusters Score -1065349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1065362.625000 Penalty: 4647.515137
	Iteration 28Q: 3 clusters Score -1065363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1065377.625000 Penalty: 4647.515137
	Iteration 29Q: 3 clusters Score -1065378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1065388.250000 Penalty: 4647.515137
	Iteration 30Q: 3 clusters Score -1065388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1065412.375000 Penalty: 4647.515137
	Iteration 31Q: 3 clusters Score -1065412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1065429.250000 Penalty: 4647.515137
	Iteration 32Q: 3 clusters Score -1065429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1065442.000000 Penalty: 4647.515137
	Iteration 33Q: 3 clusters Score -1065442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1065453.750000 Penalty: 4647.515137
	Iteration 34Q: 3 clusters Score -1065454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1065462.750000 Penalty: 4647.515137
	Iteration 35Q: 3 clusters Score -1065463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1065471.625000 Penalty: 4647.515137
	Iteration 36Q: 3 clusters Score -1065472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1065476.125000 Penalty: 4647.515137
	Iteration 37Q: 3 clusters Score -1065476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1065485.125000 Penalty: 4647.515137
	Iteration 38Q: 3 clusters Score -1065485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1065492.500000 Penalty: 4647.515137
	Iteration 39Q: 3 clusters Score -1065492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1065499.250000 Penalty: 4647.515137
	Iteration 40F: 3 clusters Score -1065499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1065506.500000 Penalty: 4647.515137
	Iteration 41Q: 3 clusters Score -1065506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1065514.500000 Penalty: 4647.515137
	Iteration 42Q: 3 clusters Score -1065514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1065525.625000 Penalty: 4647.515137
	Iteration 43Q: 3 clusters Score -1065526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1065539.875000 Penalty: 4647.515137
	Iteration 44Q: 3 clusters Score -1065540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1065552.250000 Penalty: 4647.515137
	Iteration 45Q: 3 clusters Score -1065552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1065554.500000 Penalty: 4647.515137
	Iteration 46Q: 3 clusters Score -1065554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1065561.000000 Penalty: 4647.515137
	Iteration 47Q: 3 clusters Score -1065561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1065566.125000 Penalty: 4647.515137
	Iteration 48Q: 3 clusters Score -1065566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1065574.500000 Penalty: 4647.515137
	Iteration 49Q: 3 clusters Score -1065574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1065579.750000 Penalty: 4647.515137
	Iteration 50Q: 3 clusters Score -1065580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1065585.625000 Penalty: 4647.515137
	Iteration 51Q: 3 clusters Score -1065586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1065593.250000 Penalty: 4647.515137
	Iteration 52Q: 3 clusters Score -1065593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1065604.500000 Penalty: 4647.515137
	Iteration 53Q: 3 clusters Score -1065604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1065610.750000 Penalty: 4647.515137
	Iteration 54Q: 3 clusters Score -1065611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1065615.250000 Penalty: 4647.515137
	Iteration 55Q: 3 clusters Score -1065615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1065619.500000 Penalty: 4647.515137
	Iteration 56Q: 3 clusters Score -1065620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1065621.250000 Penalty: 4647.515137
	Iteration 57Q: 3 clusters Score -1065621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1065622.750000 Penalty: 4647.515137
	Iteration 58Q: 3 clusters Score -1065623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1065624.250000 Penalty: 4647.515137
	Iteration 59Q: 3 clusters Score -1065624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1065624.250000 Penalty: 4647.515137
	Iteration 60F: 3 clusters Score -1065624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -1492326.375000 Penalty: 2383.592773
	Iteration 0F: 2 clusters Score -1492326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1481601.250000 Penalty: 4767.185547
	Iteration 0F: 3 clusters Score -1481601 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1484993.875000 Penalty: 4767.185547
	Iteration 1F: 3 clusters Score -1484994 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1485372.750000 Penalty: 4767.185547
	Iteration 2F: 3 clusters Score -1485373 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1485638.500000 Penalty: 4767.185547
	Iteration 3Q: 3 clusters Score -1485638 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1485862.000000 Penalty: 4767.185547
	Iteration 4Q: 3 clusters Score -1485862 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1486094.000000 Penalty: 4767.185547
	Iteration 5Q: 3 clusters Score -1486094 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1486356.625000 Penalty: 4767.185547
	Iteration 6Q: 3 clusters Score -1486357 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1486669.875000 Penalty: 4767.185547
	Iteration 7Q: 3 clusters Score -1486670 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1487024.625000 Penalty: 4767.185547
	Iteration 8Q: 3 clusters Score -1487025 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1487460.875000 Penalty: 4767.185547
	Iteration 9Q: 3 clusters Score -1487461 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1487999.375000 Penalty: 4767.185547
	Iteration 10F: 3 clusters Score -1487999 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1488569.750000 Penalty: 4767.185547
	Iteration 11Q: 3 clusters Score -1488570 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1489084.250000 Penalty: 4767.185547
	Iteration 12Q: 3 clusters Score -1489084 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1489456.750000 Penalty: 4767.185547
	Iteration 13Q: 3 clusters Score -1489457 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1489722.875000 Penalty: 4767.185547
	Iteration 14Q: 3 clusters Score -1489723 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1489910.500000 Penalty: 4767.185547
	Iteration 15Q: 3 clusters Score -1489910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1490029.375000 Penalty: 4767.185547
	Iteration 16Q: 3 clusters Score -1490029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1490093.000000 Penalty: 4767.185547
	Iteration 17Q: 3 clusters Score -1490093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1490149.625000 Penalty: 4767.185547
	Iteration 18Q: 3 clusters Score -1490150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1490180.875000 Penalty: 4767.185547
	Iteration 19Q: 3 clusters Score -1490181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1490210.125000 Penalty: 4767.185547
	Iteration 20F: 3 clusters Score -1490210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1490232.375000 Penalty: 4767.185547
	Iteration 21Q: 3 clusters Score -1490232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1490245.750000 Penalty: 4767.185547
	Iteration 22Q: 3 clusters Score -1490246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1490254.250000 Penalty: 4767.185547
	Iteration 23Q: 3 clusters Score -1490254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1490256.750000 Penalty: 4767.185547
	Iteration 24Q: 3 clusters Score -1490257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1490257.375000 Penalty: 4767.185547
	Iteration 25Q: 3 clusters Score -1490257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1490261.250000 Penalty: 4767.185547
	Iteration 26Q: 3 clusters Score -1490261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1490264.000000 Penalty: 4767.185547
	Iteration 27Q: 3 clusters Score -1490264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1490265.500000 Penalty: 4767.185547
	Iteration 28Q: 3 clusters Score -1490266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1490263.875000 Penalty: 4767.185547
	Iteration 29Q: 3 clusters Score -1490264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1490263.875000 Penalty: 4767.185547
	Iteration 30F: 3 clusters Score -1490264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -560577.500000 Penalty: 2136.801025
	Iteration 0F: 2 clusters Score -560577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -555776.187500 Penalty: 4273.602051
	Iteration 0F: 3 clusters Score -555776.2 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -556978.250000 Penalty: 4273.602051
	Iteration 1F: 3 clusters Score -556978.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -557265.687500 Penalty: 4273.602051
	Iteration 2F: 3 clusters Score -557265.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -557495.000000 Penalty: 4273.602051
	Iteration 3F: 3 clusters Score -557495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -557686.000000 Penalty: 4273.602051
	Iteration 4F: 3 clusters Score -557686 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -557828.750000 Penalty: 4273.602051
	Iteration 5Q: 3 clusters Score -557828.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -557929.437500 Penalty: 4273.602051
	Iteration 6Q: 3 clusters Score -557929.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -557999.000000 Penalty: 4273.602051
	Iteration 7Q: 3 clusters Score -557999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -558053.500000 Penalty: 4273.602051
	Iteration 8Q: 3 clusters Score -558053.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -558101.187500 Penalty: 4273.602051
	Iteration 9Q: 3 clusters Score -558101.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -558138.562500 Penalty: 4273.602051
	Iteration 10Q: 3 clusters Score -558138.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -558176.687500 Penalty: 4273.602051
	Iteration 11Q: 3 clusters Score -558176.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -558214.750000 Penalty: 4273.602051
	Iteration 12Q: 3 clusters Score -558214.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -558249.375000 Penalty: 4273.602051
	Iteration 13Q: 3 clusters Score -558249.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -558281.250000 Penalty: 4273.602051
	Iteration 14Q: 3 clusters Score -558281.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -558306.000000 Penalty: 4273.602051
	Iteration 15Q: 3 clusters Score -558306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -558331.812500 Penalty: 4273.602051
	Iteration 16Q: 3 clusters Score -558331.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -558356.312500 Penalty: 4273.602051
	Iteration 17Q: 3 clusters Score -558356.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -558382.625000 Penalty: 4273.602051
	Iteration 18Q: 3 clusters Score -558382.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -558404.875000 Penalty: 4273.602051
	Iteration 19Q: 3 clusters Score -558404.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -558425.125000 Penalty: 4273.602051
	Iteration 20F: 3 clusters Score -558425.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -558440.062500 Penalty: 4273.602051
	Iteration 21Q: 3 clusters Score -558440.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -558452.437500 Penalty: 4273.602051
	Iteration 22Q: 3 clusters Score -558452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -558462.937500 Penalty: 4273.602051
	Iteration 23Q: 3 clusters Score -558462.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -558471.812500 Penalty: 4273.602051
	Iteration 24Q: 3 clusters Score -558471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -558477.562500 Penalty: 4273.602051
	Iteration 25Q: 3 clusters Score -558477.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -558484.312500 Penalty: 4273.602051
	Iteration 26Q: 3 clusters Score -558484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -558490.125000 Penalty: 4273.602051
	Iteration 27Q: 3 clusters Score -558490.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -558495.250000 Penalty: 4273.602051
	Iteration 28Q: 3 clusters Score -558495.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -558501.500000 Penalty: 4273.602051
	Iteration 29Q: 3 clusters Score -558501.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -558506.250000 Penalty: 4273.602051
	Iteration 30Q: 3 clusters Score -558506.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -558509.937500 Penalty: 4273.602051
	Iteration 31Q: 3 clusters Score -558509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -558513.187500 Penalty: 4273.602051
	Iteration 32Q: 3 clusters Score -558513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -558517.812500 Penalty: 4273.602051
	Iteration 33Q: 3 clusters Score -558517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -558522.500000 Penalty: 4273.602051
	Iteration 34Q: 3 clusters Score -558522.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -558528.187500 Penalty: 4273.602051
	Iteration 35Q: 3 clusters Score -558528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -558533.437500 Penalty: 4273.602051
	Iteration 36Q: 3 clusters Score -558533.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -558542.187500 Penalty: 4273.602051
	Iteration 37Q: 3 clusters Score -558542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -558548.937500 Penalty: 4273.602051
	Iteration 38Q: 3 clusters Score -558548.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -558559.000000 Penalty: 4273.602051
	Iteration 39Q: 3 clusters Score -558559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -558570.562500 Penalty: 4273.602051
	Iteration 40F: 3 clusters Score -558570.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -558578.437500 Penalty: 4273.602051
	Iteration 41Q: 3 clusters Score -558578.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -558587.937500 Penalty: 4273.602051
	Iteration 42Q: 3 clusters Score -558587.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -558596.812500 Penalty: 4273.602051
	Iteration 43Q: 3 clusters Score -558596.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -558602.062500 Penalty: 4273.602051
	Iteration 44Q: 3 clusters Score -558602.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -558610.875000 Penalty: 4273.602051
	Iteration 45Q: 3 clusters Score -558610.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -558623.062500 Penalty: 4273.602051
	Iteration 46Q: 3 clusters Score -558623.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -558631.687500 Penalty: 4273.602051
	Iteration 47Q: 3 clusters Score -558631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -558637.375000 Penalty: 4273.602051
	Iteration 48Q: 3 clusters Score -558637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -558644.375000 Penalty: 4273.602051
	Iteration 49Q: 3 clusters Score -558644.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -558650.875000 Penalty: 4273.602051
	Iteration 50Q: 3 clusters Score -558650.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -558656.625000 Penalty: 4273.602051
	Iteration 51Q: 3 clusters Score -558656.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -558665.937500 Penalty: 4273.602051
	Iteration 52Q: 3 clusters Score -558665.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -558673.062500 Penalty: 4273.602051
	Iteration 53Q: 3 clusters Score -558673.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -558679.000000 Penalty: 4273.602051
	Iteration 54Q: 3 clusters Score -558679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -558681.625000 Penalty: 4273.602051
	Iteration 55Q: 3 clusters Score -558681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -558687.562500 Penalty: 4273.602051
	Iteration 56Q: 3 clusters Score -558687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -558695.625000 Penalty: 4273.602051
	Iteration 57Q: 3 clusters Score -558695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -558703.687500 Penalty: 4273.602051
	Iteration 58Q: 3 clusters Score -558703.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -558714.812500 Penalty: 4273.602051
	Iteration 59Q: 3 clusters Score -558714.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -558728.312500 Penalty: 4273.602051
	Iteration 60F: 3 clusters Score -558728.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -558734.562500 Penalty: 4273.602051
	Iteration 61Q: 3 clusters Score -558734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -558738.000000 Penalty: 4273.602051
	Iteration 62Q: 3 clusters Score -558738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -558739.312500 Penalty: 4273.602051
	Iteration 63Q: 3 clusters Score -558739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -558742.875000 Penalty: 4273.602051
	Iteration 64Q: 3 clusters Score -558742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -558746.687500 Penalty: 4273.602051
	Iteration 65Q: 3 clusters Score -558746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -558748.312500 Penalty: 4273.602051
	Iteration 66Q: 3 clusters Score -558748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -558747.812500 Penalty: 4273.602051
	Iteration 67Q: 3 clusters Score -558747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -558750.687500 Penalty: 4273.602051
	Iteration 68Q: 3 clusters Score -558750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -558750.375000 Penalty: 4273.602051
	Iteration 69Q: 3 clusters Score -558750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -558752.125000 Penalty: 4273.602051
	Iteration 70Q: 3 clusters Score -558752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -558753.812500 Penalty: 4273.602051
	Iteration 71Q: 3 clusters Score -558753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -558755.125000 Penalty: 4273.602051
	Iteration 72Q: 3 clusters Score -558755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -558758.062500 Penalty: 4273.602051
	Iteration 73Q: 3 clusters Score -558758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -558759.062500 Penalty: 4273.602051
	Iteration 74Q: 3 clusters Score -558759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -558760.625000 Penalty: 4273.602051
	Iteration 75Q: 3 clusters Score -558760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -558760.750000 Penalty: 4273.602051
	Iteration 76Q: 3 clusters Score -558760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -558760.812500 Penalty: 4273.602051
	Iteration 77Q: 3 clusters Score -558760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -558760.687500 Penalty: 4273.602051
	Iteration 78Q: 3 clusters Score -558760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -558760.437500 Penalty: 4273.602051
	Iteration 79Q: 3 clusters Score -558760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -558760.437500 Penalty: 4273.602051
	Iteration 80F: 3 clusters Score -558760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -567621.250000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -567621.2 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 3123 members 
Entering Unmasked Estep 
Score: -562394.687500 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -562394.7 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -563777.562500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -563777.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -564162.937500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -564162.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -564489.187500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -564489.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -564797.125000 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -564797.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -565086.187500 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -565086.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -565348.750000 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -565348.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -565571.437500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -565571.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -565730.937500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -565730.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -565846.562500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -565846.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -565924.562500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -565924.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -565970.500000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -565970.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -566002.312500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -566002.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -566028.750000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -566028.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -566050.375000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -566050.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -566065.562500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -566065.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -566076.687500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -566076.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -566090.437500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -566090.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -566100.437500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -566100.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -566112.562500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -566112.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -566121.500000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -566121.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -566130.250000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -566130.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -566141.437500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -566141.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -566151.250000 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -566151.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -566158.500000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -566158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -566164.125000 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -566164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -566167.187500 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -566167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -566170.937500 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -566170.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -566175.562500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -566175.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -566176.437500 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -566176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -566180.500000 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -566180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -566180.625000 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -566180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -566181.875000 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -566181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -566182.437500 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -566182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -566183.562500 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -566183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -566183.562500 Penalty: 4330.262207
	Iteration 35F: 3 clusters Score -566183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Entering Unmasked Estep 
Score: -2439492.750000 Penalty: 2512.512939
	Iteration 0F: 2 clusters Score -2439493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2422149.250000 Penalty: 5025.025879
	Iteration 0F: 3 clusters Score -2422149 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2428522.000000 Penalty: 5025.025879
	Iteration 1F: 3 clusters Score -2428522 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2429182.000000 Penalty: 5025.025879
	Iteration 2F: 3 clusters Score -2429182 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2429949.750000 Penalty: 5025.025879
	Iteration 3F: 3 clusters Score -2429950 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2430769.500000 Penalty: 5025.025879
	Iteration 4F: 3 clusters Score -2430770 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2431798.500000 Penalty: 5025.025879
	Iteration 5F: 3 clusters Score -2431798 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2432889.250000 Penalty: 5025.025879
	Iteration 6F: 3 clusters Score -2432889 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2434014.750000 Penalty: 5025.025879
	Iteration 7F: 3 clusters Score -2434015 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2435024.750000 Penalty: 5025.025879
	Iteration 8F: 3 clusters Score -2435025 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2435809.000000 Penalty: 5025.025879
	Iteration 9Q: 3 clusters Score -2435809 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2436318.000000 Penalty: 5025.025879
	Iteration 10Q: 3 clusters Score -2436318 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2436683.000000 Penalty: 5025.025879
	Iteration 11Q: 3 clusters Score -2436683 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2436921.750000 Penalty: 5025.025879
	Iteration 12Q: 3 clusters Score -2436922 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2437075.500000 Penalty: 5025.025879
	Iteration 13Q: 3 clusters Score -2437076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2437167.000000 Penalty: 5025.025879
	Iteration 14Q: 3 clusters Score -2437167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2437234.000000 Penalty: 5025.025879
	Iteration 15Q: 3 clusters Score -2437234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2437272.000000 Penalty: 5025.025879
	Iteration 16Q: 3 clusters Score -2437272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2437305.500000 Penalty: 5025.025879
	Iteration 17Q: 3 clusters Score -2437306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2437329.000000 Penalty: 5025.025879
	Iteration 18Q: 3 clusters Score -2437329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2437345.500000 Penalty: 5025.025879
	Iteration 19Q: 3 clusters Score -2437346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2437361.000000 Penalty: 5025.025879
	Iteration 20F: 3 clusters Score -2437361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2437366.750000 Penalty: 5025.025879
	Iteration 21Q: 3 clusters Score -2437367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2437371.000000 Penalty: 5025.025879
	Iteration 22Q: 3 clusters Score -2437371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2437377.000000 Penalty: 5025.025879
	Iteration 23Q: 3 clusters Score -2437377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2437377.250000 Penalty: 5025.025879
	Iteration 24Q: 3 clusters Score -2437377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2437377.750000 Penalty: 5025.025879
	Iteration 25Q: 3 clusters Score -2437378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2437386.000000 Penalty: 5025.025879
	Iteration 26Q: 3 clusters Score -2437386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2437386.250000 Penalty: 5025.025879
	Iteration 27Q: 3 clusters Score -2437386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2437383.250000 Penalty: 5025.025879
	Iteration 28Q: 3 clusters Score -2437383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2437385.250000 Penalty: 5025.025879
	Iteration 29Q: 3 clusters Score -2437385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2437388.000000 Penalty: 5025.025879
	Iteration 30Q: 3 clusters Score -2437388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2437387.750000 Penalty: 5025.025879
	Iteration 31Q: 3 clusters Score -2437388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2437391.000000 Penalty: 5025.025879
	Iteration 32Q: 3 clusters Score -2437391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2437394.500000 Penalty: 5025.025879
	Iteration 33Q: 3 clusters Score -2437394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2437395.750000 Penalty: 5025.025879
	Iteration 34Q: 3 clusters Score -2437396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2437395.750000 Penalty: 5025.025879
	Iteration 35F: 3 clusters Score -2437396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -298970.906250 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -298970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -295528.093750 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -295528.1 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -296368.125000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -296368.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -296728.312500 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -296728.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -297121.281250 Penalty: 4027.664795
	Iteration 3F: 3 clusters Score -297121.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -297474.187500 Penalty: 4027.664795
	Iteration 4F: 3 clusters Score -297474.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -297747.093750 Penalty: 4027.664795
	Iteration 5F: 3 clusters Score -297747.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -297930.125000 Penalty: 4027.664795
	Iteration 6F: 3 clusters Score -297930.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -298046.500000 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -298046.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -298114.843750 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -298114.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -298173.562500 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -298173.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -298209.562500 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -298209.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -298232.875000 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -298232.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -298253.468750 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -298253.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -298276.937500 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -298276.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -298324.968750 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -298325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -298447.968750 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -298448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -298527.562500 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -298527.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -298571.625000 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -298571.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -298593.156250 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -298593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -298601.531250 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -298601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -298607.343750 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -298607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -298610.031250 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -298610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -298611.781250 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -298611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -298613.656250 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -298613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -298613.968750 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -298614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -298613.968750 Penalty: 4027.664795
	Iteration 25F: 3 clusters Score -298614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -956745.500000 Penalty: 2286.337158
	Iteration 0F: 2 clusters Score -956745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -948932.812500 Penalty: 4572.674316
	Iteration 0F: 3 clusters Score -948932.8 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -951314.125000 Penalty: 4572.674316
	Iteration 1F: 3 clusters Score -951314.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -951720.062500 Penalty: 4572.674316
	Iteration 2F: 3 clusters Score -951720.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -952036.062500 Penalty: 4572.674316
	Iteration 3F: 3 clusters Score -952036.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -952314.437500 Penalty: 4572.674316
	Iteration 4F: 3 clusters Score -952314.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -952555.937500 Penalty: 4572.674316
	Iteration 5Q: 3 clusters Score -952555.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -952760.687500 Penalty: 4572.674316
	Iteration 6Q: 3 clusters Score -952760.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -952972.125000 Penalty: 4572.674316
	Iteration 7Q: 3 clusters Score -952972.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -953179.125000 Penalty: 4572.674316
	Iteration 8Q: 3 clusters Score -953179.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -953368.250000 Penalty: 4572.674316
	Iteration 9Q: 3 clusters Score -953368.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -953524.437500 Penalty: 4572.674316
	Iteration 10Q: 3 clusters Score -953524.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -953661.250000 Penalty: 4572.674316
	Iteration 11Q: 3 clusters Score -953661.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -953766.312500 Penalty: 4572.674316
	Iteration 12Q: 3 clusters Score -953766.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -953866.500000 Penalty: 4572.674316
	Iteration 13Q: 3 clusters Score -953866.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -953963.437500 Penalty: 4572.674316
	Iteration 14Q: 3 clusters Score -953963.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -954055.437500 Penalty: 4572.674316
	Iteration 15Q: 3 clusters Score -954055.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -954138.812500 Penalty: 4572.674316
	Iteration 16Q: 3 clusters Score -954138.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -954229.312500 Penalty: 4572.674316
	Iteration 17Q: 3 clusters Score -954229.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -954347.562500 Penalty: 4572.674316
	Iteration 18Q: 3 clusters Score -954347.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -954470.562500 Penalty: 4572.674316
	Iteration 19Q: 3 clusters Score -954470.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -954598.375000 Penalty: 4572.674316
	Iteration 20F: 3 clusters Score -954598.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -954715.187500 Penalty: 4572.674316
	Iteration 21Q: 3 clusters Score -954715.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -954820.187500 Penalty: 4572.674316
	Iteration 22Q: 3 clusters Score -954820.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -954882.000000 Penalty: 4572.674316
	Iteration 23Q: 3 clusters Score -954882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -954931.000000 Penalty: 4572.674316
	Iteration 24Q: 3 clusters Score -954931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -954972.562500 Penalty: 4572.674316
	Iteration 25Q: 3 clusters Score -954972.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -955001.187500 Penalty: 4572.674316
	Iteration 26Q: 3 clusters Score -955001.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -955023.937500 Penalty: 4572.674316
	Iteration 27Q: 3 clusters Score -955023.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -955032.000000 Penalty: 4572.674316
	Iteration 28Q: 3 clusters Score -955032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -955040.875000 Penalty: 4572.674316
	Iteration 29Q: 3 clusters Score -955040.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -955047.187500 Penalty: 4572.674316
	Iteration 30Q: 3 clusters Score -955047.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -955054.375000 Penalty: 4572.674316
	Iteration 31Q: 3 clusters Score -955054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -955059.500000 Penalty: 4572.674316
	Iteration 32Q: 3 clusters Score -955059.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -955068.500000 Penalty: 4572.674316
	Iteration 33Q: 3 clusters Score -955068.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -955078.625000 Penalty: 4572.674316
	Iteration 34Q: 3 clusters Score -955078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -955085.500000 Penalty: 4572.674316
	Iteration 35Q: 3 clusters Score -955085.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -955094.312500 Penalty: 4572.674316
	Iteration 36Q: 3 clusters Score -955094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -955096.750000 Penalty: 4572.674316
	Iteration 37Q: 3 clusters Score -955096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -955100.562500 Penalty: 4572.674316
	Iteration 38Q: 3 clusters Score -955100.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -955103.687500 Penalty: 4572.674316
	Iteration 39Q: 3 clusters Score -955103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -955100.875000 Penalty: 4572.674316
	Iteration 40F: 3 clusters Score -955100.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -955105.250000 Penalty: 4572.674316
	Iteration 41Q: 3 clusters Score -955105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -955102.875000 Penalty: 4572.674316
	Iteration 42Q: 3 clusters Score -955102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -955104.187500 Penalty: 4572.674316
	Iteration 43Q: 3 clusters Score -955104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -955103.000000 Penalty: 4572.674316
	Iteration 44Q: 3 clusters Score -955103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -955103.000000 Penalty: 4572.674316
	Iteration 45F: 3 clusters Score -955103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Entering Unmasked Estep 
Score: -1106161.375000 Penalty: 2313.220215
	Iteration 0F: 2 clusters Score -1106161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1097703.000000 Penalty: 4626.440430
	Iteration 0F: 3 clusters Score -1097703 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1100273.750000 Penalty: 4626.440430
	Iteration 1F: 3 clusters Score -1100274 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1100597.125000 Penalty: 4626.440430
	Iteration 2F: 3 clusters Score -1100597 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1100825.625000 Penalty: 4626.440430
	Iteration 3F: 3 clusters Score -1100826 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1101008.375000 Penalty: 4626.440430
	Iteration 4Q: 3 clusters Score -1101008 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1101152.375000 Penalty: 4626.440430
	Iteration 5Q: 3 clusters Score -1101152 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1101319.000000 Penalty: 4626.440430
	Iteration 6Q: 3 clusters Score -1101319 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1101512.750000 Penalty: 4626.440430
	Iteration 7Q: 3 clusters Score -1101513 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1101705.250000 Penalty: 4626.440430
	Iteration 8Q: 3 clusters Score -1101705 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1101891.625000 Penalty: 4626.440430
	Iteration 9Q: 3 clusters Score -1101892 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1102067.375000 Penalty: 4626.440430
	Iteration 10Q: 3 clusters Score -1102067 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1102214.125000 Penalty: 4626.440430
	Iteration 11Q: 3 clusters Score -1102214 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1102355.250000 Penalty: 4626.440430
	Iteration 12Q: 3 clusters Score -1102355 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1102517.000000 Penalty: 4626.440430
	Iteration 13Q: 3 clusters Score -1102517 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1102690.125000 Penalty: 4626.440430
	Iteration 14Q: 3 clusters Score -1102690 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1102849.000000 Penalty: 4626.440430
	Iteration 15Q: 3 clusters Score -1102849 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1102971.500000 Penalty: 4626.440430
	Iteration 16Q: 3 clusters Score -1102972 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1103069.750000 Penalty: 4626.440430
	Iteration 17Q: 3 clusters Score -1103070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1103134.750000 Penalty: 4626.440430
	Iteration 18Q: 3 clusters Score -1103135 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1103189.250000 Penalty: 4626.440430
	Iteration 19Q: 3 clusters Score -1103189 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1103216.000000 Penalty: 4626.440430
	Iteration 20F: 3 clusters Score -1103216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1103239.125000 Penalty: 4626.440430
	Iteration 21Q: 3 clusters Score -1103239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1103250.750000 Penalty: 4626.440430
	Iteration 22Q: 3 clusters Score -1103251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1103264.125000 Penalty: 4626.440430
	Iteration 23Q: 3 clusters Score -1103264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1103277.250000 Penalty: 4626.440430
	Iteration 24Q: 3 clusters Score -1103277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1103289.375000 Penalty: 4626.440430
	Iteration 25Q: 3 clusters Score -1103289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1103299.750000 Penalty: 4626.440430
	Iteration 26Q: 3 clusters Score -1103300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1103308.125000 Penalty: 4626.440430
	Iteration 27Q: 3 clusters Score -1103308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1103312.875000 Penalty: 4626.440430
	Iteration 28Q: 3 clusters Score -1103313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1103320.750000 Penalty: 4626.440430
	Iteration 29Q: 3 clusters Score -1103321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1103325.250000 Penalty: 4626.440430
	Iteration 30Q: 3 clusters Score -1103325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1103331.000000 Penalty: 4626.440430
	Iteration 31Q: 3 clusters Score -1103331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1103338.750000 Penalty: 4626.440430
	Iteration 32Q: 3 clusters Score -1103339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1103347.125000 Penalty: 4626.440430
	Iteration 33Q: 3 clusters Score -1103347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1103358.250000 Penalty: 4626.440430
	Iteration 34Q: 3 clusters Score -1103358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1103364.500000 Penalty: 4626.440430
	Iteration 35Q: 3 clusters Score -1103364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1103374.000000 Penalty: 4626.440430
	Iteration 36Q: 3 clusters Score -1103374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1103377.375000 Penalty: 4626.440430
	Iteration 37Q: 3 clusters Score -1103377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1103389.000000 Penalty: 4626.440430
	Iteration 38Q: 3 clusters Score -1103389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1103391.500000 Penalty: 4626.440430
	Iteration 39Q: 3 clusters Score -1103392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1103401.500000 Penalty: 4626.440430
	Iteration 40F: 3 clusters Score -1103402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1103414.125000 Penalty: 4626.440430
	Iteration 41Q: 3 clusters Score -1103414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1103419.750000 Penalty: 4626.440430
	Iteration 42Q: 3 clusters Score -1103420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1103430.875000 Penalty: 4626.440430
	Iteration 43Q: 3 clusters Score -1103431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1103436.625000 Penalty: 4626.440430
	Iteration 44Q: 3 clusters Score -1103437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1103441.500000 Penalty: 4626.440430
	Iteration 45Q: 3 clusters Score -1103442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1103444.625000 Penalty: 4626.440430
	Iteration 46Q: 3 clusters Score -1103445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1103451.625000 Penalty: 4626.440430
	Iteration 47Q: 3 clusters Score -1103452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1103459.500000 Penalty: 4626.440430
	Iteration 48Q: 3 clusters Score -1103460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1103463.625000 Penalty: 4626.440430
	Iteration 49Q: 3 clusters Score -1103464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1103474.375000 Penalty: 4626.440430
	Iteration 50Q: 3 clusters Score -1103474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1103481.250000 Penalty: 4626.440430
	Iteration 51Q: 3 clusters Score -1103481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1103485.500000 Penalty: 4626.440430
	Iteration 52Q: 3 clusters Score -1103486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1103487.625000 Penalty: 4626.440430
	Iteration 53Q: 3 clusters Score -1103488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1103491.125000 Penalty: 4626.440430
	Iteration 54Q: 3 clusters Score -1103491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1103496.250000 Penalty: 4626.440430
	Iteration 55Q: 3 clusters Score -1103496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1103501.375000 Penalty: 4626.440430
	Iteration 56Q: 3 clusters Score -1103501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1103507.875000 Penalty: 4626.440430
	Iteration 57Q: 3 clusters Score -1103508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1103508.000000 Penalty: 4626.440430
	Iteration 58Q: 3 clusters Score -1103508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1103516.625000 Penalty: 4626.440430
	Iteration 59Q: 3 clusters Score -1103517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1103519.875000 Penalty: 4626.440430
	Iteration 60F: 3 clusters Score -1103520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1103527.000000 Penalty: 4626.440430
	Iteration 61Q: 3 clusters Score -1103527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1103530.750000 Penalty: 4626.440430
	Iteration 62Q: 3 clusters Score -1103531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1103535.625000 Penalty: 4626.440430
	Iteration 63Q: 3 clusters Score -1103536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1103537.875000 Penalty: 4626.440430
	Iteration 64Q: 3 clusters Score -1103538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1103543.125000 Penalty: 4626.440430
	Iteration 65Q: 3 clusters Score -1103543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1103545.500000 Penalty: 4626.440430
	Iteration 66Q: 3 clusters Score -1103546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1103548.500000 Penalty: 4626.440430
	Iteration 67Q: 3 clusters Score -1103548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1103548.250000 Penalty: 4626.440430
	Iteration 68Q: 3 clusters Score -1103548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1103552.750000 Penalty: 4626.440430
	Iteration 69Q: 3 clusters Score -1103553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1103555.750000 Penalty: 4626.440430
	Iteration 70Q: 3 clusters Score -1103556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1103556.625000 Penalty: 4626.440430
	Iteration 71Q: 3 clusters Score -1103557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1103557.500000 Penalty: 4626.440430
	Iteration 72Q: 3 clusters Score -1103558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1103558.125000 Penalty: 4626.440430
	Iteration 73Q: 3 clusters Score -1103558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1103562.750000 Penalty: 4626.440430
	Iteration 74Q: 3 clusters Score -1103563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1103562.625000 Penalty: 4626.440430
	Iteration 75Q: 3 clusters Score -1103563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1103569.375000 Penalty: 4626.440430
	Iteration 76Q: 3 clusters Score -1103569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1103567.250000 Penalty: 4626.440430
	Iteration 77Q: 3 clusters Score -1103567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1103567.000000 Penalty: 4626.440430
	Iteration 78Q: 3 clusters Score -1103567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1103568.125000 Penalty: 4626.440430
	Iteration 79Q: 3 clusters Score -1103568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1103567.250000 Penalty: 4626.440430
	Iteration 80F: 3 clusters Score -1103567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1103568.625000 Penalty: 4626.440430
	Iteration 81Q: 3 clusters Score -1103569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1103569.000000 Penalty: 4626.440430
	Iteration 82Q: 3 clusters Score -1103569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1103569.875000 Penalty: 4626.440430
	Iteration 83Q: 3 clusters Score -1103570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1103568.000000 Penalty: 4626.440430
	Iteration 84Q: 3 clusters Score -1103568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1103570.500000 Penalty: 4626.440430
	Iteration 85Q: 3 clusters Score -1103570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1103568.875000 Penalty: 4626.440430
	Iteration 86Q: 3 clusters Score -1103569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1103571.000000 Penalty: 4626.440430
	Iteration 87Q: 3 clusters Score -1103571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1103572.500000 Penalty: 4626.440430
	Iteration 88Q: 3 clusters Score -1103572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1103571.375000 Penalty: 4626.440430
	Iteration 89Q: 3 clusters Score -1103571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1103573.125000 Penalty: 4626.440430
	Iteration 90Q: 3 clusters Score -1103573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1103574.000000 Penalty: 4626.440430
	Iteration 91Q: 3 clusters Score -1103574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1103574.000000 Penalty: 4626.440430
	Iteration 92F: 3 clusters Score -1103574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Entering Unmasked Estep 
Score: -1295466.500000 Penalty: 2361.330811
	Iteration 0F: 2 clusters Score -1295466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1285427.625000 Penalty: 4722.661621
	Iteration 0F: 3 clusters Score -1285428 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1288631.000000 Penalty: 4722.661621
	Iteration 1F: 3 clusters Score -1288631 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1289170.750000 Penalty: 4722.661621
	Iteration 2F: 3 clusters Score -1289171 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1289696.000000 Penalty: 4722.661621
	Iteration 3F: 3 clusters Score -1289696 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1290246.125000 Penalty: 4722.661621
	Iteration 4F: 3 clusters Score -1290246 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1290780.125000 Penalty: 4722.661621
	Iteration 5F: 3 clusters Score -1290780 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1291264.500000 Penalty: 4722.661621
	Iteration 6F: 3 clusters Score -1291264 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1291686.375000 Penalty: 4722.661621
	Iteration 7Q: 3 clusters Score -1291686 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1292066.625000 Penalty: 4722.661621
	Iteration 8Q: 3 clusters Score -1292067 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1292450.875000 Penalty: 4722.661621
	Iteration 9Q: 3 clusters Score -1292451 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1292698.875000 Penalty: 4722.661621
	Iteration 10Q: 3 clusters Score -1292699 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1292871.625000 Penalty: 4722.661621
	Iteration 11Q: 3 clusters Score -1292872 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1293010.000000 Penalty: 4722.661621
	Iteration 12Q: 3 clusters Score -1293010 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1293140.000000 Penalty: 4722.661621
	Iteration 13Q: 3 clusters Score -1293140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1293234.875000 Penalty: 4722.661621
	Iteration 14Q: 3 clusters Score -1293235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1293307.250000 Penalty: 4722.661621
	Iteration 15Q: 3 clusters Score -1293307 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1293359.125000 Penalty: 4722.661621
	Iteration 16Q: 3 clusters Score -1293359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1293396.750000 Penalty: 4722.661621
	Iteration 17Q: 3 clusters Score -1293397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1293427.625000 Penalty: 4722.661621
	Iteration 18Q: 3 clusters Score -1293428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1293457.125000 Penalty: 4722.661621
	Iteration 19Q: 3 clusters Score -1293457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1293480.625000 Penalty: 4722.661621
	Iteration 20F: 3 clusters Score -1293481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1293505.750000 Penalty: 4722.661621
	Iteration 21Q: 3 clusters Score -1293506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1293519.000000 Penalty: 4722.661621
	Iteration 22Q: 3 clusters Score -1293519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1293527.625000 Penalty: 4722.661621
	Iteration 23Q: 3 clusters Score -1293528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1293548.000000 Penalty: 4722.661621
	Iteration 24Q: 3 clusters Score -1293548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1293563.000000 Penalty: 4722.661621
	Iteration 25Q: 3 clusters Score -1293563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1293574.875000 Penalty: 4722.661621
	Iteration 26Q: 3 clusters Score -1293575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1293589.125000 Penalty: 4722.661621
	Iteration 27Q: 3 clusters Score -1293589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1293605.875000 Penalty: 4722.661621
	Iteration 28Q: 3 clusters Score -1293606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1293619.875000 Penalty: 4722.661621
	Iteration 29Q: 3 clusters Score -1293620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1293638.750000 Penalty: 4722.661621
	Iteration 30Q: 3 clusters Score -1293639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1293656.500000 Penalty: 4722.661621
	Iteration 31Q: 3 clusters Score -1293656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1293665.750000 Penalty: 4722.661621
	Iteration 32Q: 3 clusters Score -1293666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1293671.000000 Penalty: 4722.661621
	Iteration 33Q: 3 clusters Score -1293671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1293674.000000 Penalty: 4722.661621
	Iteration 34Q: 3 clusters Score -1293674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1293679.125000 Penalty: 4722.661621
	Iteration 35Q: 3 clusters Score -1293679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1293679.750000 Penalty: 4722.661621
	Iteration 36Q: 3 clusters Score -1293680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1293687.250000 Penalty: 4722.661621
	Iteration 37Q: 3 clusters Score -1293687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1293691.875000 Penalty: 4722.661621
	Iteration 38Q: 3 clusters Score -1293692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1293697.125000 Penalty: 4722.661621
	Iteration 39Q: 3 clusters Score -1293697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1293697.375000 Penalty: 4722.661621
	Iteration 40F: 3 clusters Score -1293697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1293700.375000 Penalty: 4722.661621
	Iteration 41Q: 3 clusters Score -1293700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1293701.000000 Penalty: 4722.661621
	Iteration 42Q: 3 clusters Score -1293701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1293701.500000 Penalty: 4722.661621
	Iteration 43Q: 3 clusters Score -1293702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1293702.625000 Penalty: 4722.661621
	Iteration 44Q: 3 clusters Score -1293703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1293703.000000 Penalty: 4722.661621
	Iteration 45Q: 3 clusters Score -1293703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1293704.875000 Penalty: 4722.661621
	Iteration 46Q: 3 clusters Score -1293705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1293704.500000 Penalty: 4722.661621
	Iteration 47Q: 3 clusters Score -1293704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1293706.500000 Penalty: 4722.661621
	Iteration 48Q: 3 clusters Score -1293706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1293706.750000 Penalty: 4722.661621
	Iteration 49Q: 3 clusters Score -1293707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1293707.875000 Penalty: 4722.661621
	Iteration 50Q: 3 clusters Score -1293708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1293709.125000 Penalty: 4722.661621
	Iteration 51Q: 3 clusters Score -1293709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1293709.125000 Penalty: 4722.661621
	Iteration 52F: 3 clusters Score -1293709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -106374.476562 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -106374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104315.031250 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -104315 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104652.101562 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -104652.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104761.312500 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -104761.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104855.726562 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -104855.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104914.742188 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -104914.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104954.429688 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -104954.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104992.500000 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -104992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105019.031250 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -105019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105036.421875 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -105036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105054.421875 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -105054.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105069.476562 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -105069.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105108.117188 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -105108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105167.984375 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -105168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105246.960938 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -105247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105297.312500 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -105297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105331.031250 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -105331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105356.859375 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -105356.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105393.445312 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -105393.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105429.507812 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -105429.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105458.304688 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -105458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105482.585938 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -105482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105498.476562 Penalty: 3499.862793
	Iteration 21Q: 3 clusters Score -105498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105509.570312 Penalty: 3499.862793
	Iteration 22Q: 3 clusters Score -105509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105512.687500 Penalty: 3499.862793
	Iteration 23Q: 3 clusters Score -105512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105513.609375 Penalty: 3499.862793
	Iteration 24Q: 3 clusters Score -105513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105515.000000 Penalty: 3499.862793
	Iteration 25Q: 3 clusters Score -105515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105517.890625 Penalty: 3499.862793
	Iteration 26Q: 3 clusters Score -105517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105517.890625 Penalty: 3499.862793
	Iteration 27F: 3 clusters Score -105517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -199541.125000 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -199541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -196620.921875 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -196620.9 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -197434.421875 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -197434.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -197713.281250 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -197713.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -197940.750000 Penalty: 3895.580566
	Iteration 3F: 3 clusters Score -197940.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -198187.453125 Penalty: 3895.580566
	Iteration 4F: 3 clusters Score -198187.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -198408.812500 Penalty: 3895.580566
	Iteration 5F: 3 clusters Score -198408.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -198572.296875 Penalty: 3895.580566
	Iteration 6F: 3 clusters Score -198572.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -198726.593750 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -198726.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -198832.750000 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -198832.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198883.890625 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -198883.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198913.156250 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -198913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -198928.531250 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -198928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -198941.250000 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -198941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -198951.468750 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -198951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -198955.375000 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -198955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -198956.093750 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -198956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198956.593750 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -198956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198957.296875 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -198957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -198958.750000 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -198958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198958.750000 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -198958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198958.750000 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -198958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -286161.531250 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -286161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -282989.000000 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -282989 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283603.312500 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -283603.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -283748.531250 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -283748.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283819.312500 Penalty: 3941.171143
	Iteration 3Q: 3 clusters Score -283819.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -283860.031250 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -283860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283883.937500 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -283883.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -283900.750000 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -283900.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -283913.562500 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -283913.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283924.187500 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -283924.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283935.093750 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -283935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283944.437500 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -283944.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283952.562500 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -283952.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283959.562500 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -283959.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283964.687500 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -283964.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283969.875000 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -283969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -283972.968750 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -283973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283977.531250 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -283977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -283984.500000 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -283984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -283991.250000 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -283991.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283999.281250 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -283999.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -284006.000000 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -284006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -284011.218750 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -284011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -284016.093750 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -284016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284022.875000 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -284022.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -284029.968750 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -284030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -284037.187500 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -284037.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -284044.218750 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -284044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284053.437500 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -284053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -284058.625000 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -284058.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284064.625000 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -284064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -284067.718750 Penalty: 3941.171143
	Iteration 30Q: 3 clusters Score -284067.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -284070.187500 Penalty: 3941.171143
	Iteration 31Q: 3 clusters Score -284070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -284073.250000 Penalty: 3941.171143
	Iteration 32Q: 3 clusters Score -284073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -284077.875000 Penalty: 3941.171143
	Iteration 33Q: 3 clusters Score -284077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -284083.375000 Penalty: 3941.171143
	Iteration 34Q: 3 clusters Score -284083.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -284091.406250 Penalty: 3941.171143
	Iteration 35Q: 3 clusters Score -284091.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -284096.968750 Penalty: 3941.171143
	Iteration 36Q: 3 clusters Score -284097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -284100.906250 Penalty: 3941.171143
	Iteration 37Q: 3 clusters Score -284100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -284107.781250 Penalty: 3941.171143
	Iteration 38Q: 3 clusters Score -284107.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -284114.312500 Penalty: 3941.171143
	Iteration 39Q: 3 clusters Score -284114.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284119.968750 Penalty: 3941.171143
	Iteration 40F: 3 clusters Score -284120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -284124.093750 Penalty: 3941.171143
	Iteration 41Q: 3 clusters Score -284124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -284129.343750 Penalty: 3941.171143
	Iteration 42Q: 3 clusters Score -284129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -284134.062500 Penalty: 3941.171143
	Iteration 43Q: 3 clusters Score -284134.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -284144.187500 Penalty: 3941.171143
	Iteration 44Q: 3 clusters Score -284144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -284153.718750 Penalty: 3941.171143
	Iteration 45Q: 3 clusters Score -284153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -284159.156250 Penalty: 3941.171143
	Iteration 46Q: 3 clusters Score -284159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -284166.062500 Penalty: 3941.171143
	Iteration 47Q: 3 clusters Score -284166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -284173.781250 Penalty: 3941.171143
	Iteration 48Q: 3 clusters Score -284173.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -284180.375000 Penalty: 3941.171143
	Iteration 49Q: 3 clusters Score -284180.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -284186.500000 Penalty: 3941.171143
	Iteration 50Q: 3 clusters Score -284186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -284196.531250 Penalty: 3941.171143
	Iteration 51Q: 3 clusters Score -284196.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -284206.187500 Penalty: 3941.171143
	Iteration 52Q: 3 clusters Score -284206.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -284214.812500 Penalty: 3941.171143
	Iteration 53Q: 3 clusters Score -284214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -284225.468750 Penalty: 3941.171143
	Iteration 54Q: 3 clusters Score -284225.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -284237.656250 Penalty: 3941.171143
	Iteration 55Q: 3 clusters Score -284237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -284254.843750 Penalty: 3941.171143
	Iteration 56Q: 3 clusters Score -284254.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -284267.218750 Penalty: 3941.171143
	Iteration 57Q: 3 clusters Score -284267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -284278.812500 Penalty: 3941.171143
	Iteration 58Q: 3 clusters Score -284278.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -284290.000000 Penalty: 3941.171143
	Iteration 59Q: 3 clusters Score -284290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -284302.500000 Penalty: 3941.171143
	Iteration 60F: 3 clusters Score -284302.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -284310.750000 Penalty: 3941.171143
	Iteration 61Q: 3 clusters Score -284310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -284318.125000 Penalty: 3941.171143
	Iteration 62Q: 3 clusters Score -284318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -284324.593750 Penalty: 3941.171143
	Iteration 63Q: 3 clusters Score -284324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -284335.156250 Penalty: 3941.171143
	Iteration 64Q: 3 clusters Score -284335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -284339.500000 Penalty: 3941.171143
	Iteration 65Q: 3 clusters Score -284339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -284342.812500 Penalty: 3941.171143
	Iteration 66Q: 3 clusters Score -284342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -284346.000000 Penalty: 3941.171143
	Iteration 67Q: 3 clusters Score -284346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -284348.937500 Penalty: 3941.171143
	Iteration 68Q: 3 clusters Score -284348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -284351.125000 Penalty: 3941.171143
	Iteration 69Q: 3 clusters Score -284351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -284354.156250 Penalty: 3941.171143
	Iteration 70Q: 3 clusters Score -284354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -284358.468750 Penalty: 3941.171143
	Iteration 71Q: 3 clusters Score -284358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -284361.906250 Penalty: 3941.171143
	Iteration 72Q: 3 clusters Score -284361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -284365.968750 Penalty: 3941.171143
	Iteration 73Q: 3 clusters Score -284366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -284370.625000 Penalty: 3941.171143
	Iteration 74Q: 3 clusters Score -284370.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -284378.062500 Penalty: 3941.171143
	Iteration 75Q: 3 clusters Score -284378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -284387.218750 Penalty: 3941.171143
	Iteration 76Q: 3 clusters Score -284387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -284392.125000 Penalty: 3941.171143
	Iteration 77Q: 3 clusters Score -284392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -284394.312500 Penalty: 3941.171143
	Iteration 78Q: 3 clusters Score -284394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -284400.125000 Penalty: 3941.171143
	Iteration 79Q: 3 clusters Score -284400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -284404.781250 Penalty: 3941.171143
	Iteration 80F: 3 clusters Score -284404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -284408.593750 Penalty: 3941.171143
	Iteration 81Q: 3 clusters Score -284408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -284408.937500 Penalty: 3941.171143
	Iteration 82Q: 3 clusters Score -284408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -284409.750000 Penalty: 3941.171143
	Iteration 83Q: 3 clusters Score -284409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -284409.750000 Penalty: 3941.171143
	Iteration 84F: 3 clusters Score -284409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -898818.437500 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -898818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -891516.375000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -891516.4 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -893624.562500 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -893624.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -893991.625000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -893991.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -894296.875000 Penalty: 4539.796875
	Iteration 3F: 3 clusters Score -894296.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -894511.125000 Penalty: 4539.796875
	Iteration 4Q: 3 clusters Score -894511.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -894675.375000 Penalty: 4539.796875
	Iteration 5Q: 3 clusters Score -894675.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -894799.312500 Penalty: 4539.796875
	Iteration 6Q: 3 clusters Score -894799.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -894935.375000 Penalty: 4539.796875
	Iteration 7Q: 3 clusters Score -894935.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -895081.125000 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -895081.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -895220.187500 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -895220.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -895368.375000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -895368.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -895519.125000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -895519.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -895665.875000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -895665.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -895830.812500 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -895830.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -896018.000000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -896018 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -896200.375000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -896200.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -896345.875000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -896345.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -896478.812500 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -896478.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -896562.375000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -896562.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -896614.187500 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -896614.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -896663.937500 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -896663.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -896706.250000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -896706.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -896738.187500 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -896738.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -896766.250000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -896766.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -896783.187500 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -896783.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -896799.562500 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -896799.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -896815.875000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -896815.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -896826.687500 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -896826.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -896835.375000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -896835.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -896842.562500 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -896842.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -896853.562500 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -896853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -896854.875000 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -896854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -896859.062500 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -896859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -896861.875000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -896861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -896861.125000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -896861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -896862.187500 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -896862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -896862.187500 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -896862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -896864.937500 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -896864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -896864.750000 Penalty: 4539.796875
	Iteration 38Q: 3 clusters Score -896864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -896866.312500 Penalty: 4539.796875
	Iteration 39Q: 3 clusters Score -896866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -896867.812500 Penalty: 4539.796875
	Iteration 40F: 3 clusters Score -896867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -896867.250000 Penalty: 4539.796875
	Iteration 41Q: 3 clusters Score -896867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -896867.750000 Penalty: 4539.796875
	Iteration 42Q: 3 clusters Score -896867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -896867.375000 Penalty: 4539.796875
	Iteration 43Q: 3 clusters Score -896867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -896867.375000 Penalty: 4539.796875
	Iteration 44F: 3 clusters Score -896867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Entering Unmasked Estep 
Score: -6272578.500000 Penalty: 2738.561279
	Iteration 0F: 2 clusters Score -6272578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6230479.500000 Penalty: 5477.122559
	Iteration 0F: 3 clusters Score -6230480 nChanged 29322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -6247567.500000 Penalty: 5477.122559
	Iteration 1F: 3 clusters Score -6247568 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6248811.500000 Penalty: 5477.122559
	Iteration 2Q: 3 clusters Score -6248812 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6250567.500000 Penalty: 5477.122559
	Iteration 3F: 3 clusters Score -6250568 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6253021.000000 Penalty: 5477.122559
	Iteration 4F: 3 clusters Score -6253021 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -6255851.500000 Penalty: 5477.122559
	Iteration 5F: 3 clusters Score -6255852 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -6258765.000000 Penalty: 5477.122559
	Iteration 6F: 3 clusters Score -6258765 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -6261082.000000 Penalty: 5477.122559
	Iteration 7F: 3 clusters Score -6261082 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -6262636.000000 Penalty: 5477.122559
	Iteration 8Q: 3 clusters Score -6262636 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -6263751.000000 Penalty: 5477.122559
	Iteration 9Q: 3 clusters Score -6263751 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -6264552.500000 Penalty: 5477.122559
	Iteration 10Q: 3 clusters Score -6264552 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -6265173.000000 Penalty: 5477.122559
	Iteration 11Q: 3 clusters Score -6265173 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -6265753.500000 Penalty: 5477.122559
	Iteration 12Q: 3 clusters Score -6265754 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -6266273.000000 Penalty: 5477.122559
	Iteration 13Q: 3 clusters Score -6266273 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -6266849.500000 Penalty: 5477.122559
	Iteration 14Q: 3 clusters Score -6266850 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6267333.000000 Penalty: 5477.122559
	Iteration 15Q: 3 clusters Score -6267333 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6267774.000000 Penalty: 5477.122559
	Iteration 16Q: 3 clusters Score -6267774 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -6268082.500000 Penalty: 5477.122559
	Iteration 17Q: 3 clusters Score -6268082 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6268333.000000 Penalty: 5477.122559
	Iteration 18Q: 3 clusters Score -6268333 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -6268578.000000 Penalty: 5477.122559
	Iteration 19Q: 3 clusters Score -6268578 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6268742.000000 Penalty: 5477.122559
	Iteration 20F: 3 clusters Score -6268742 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -6268931.000000 Penalty: 5477.122559
	Iteration 21Q: 3 clusters Score -6268931 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -6269095.000000 Penalty: 5477.122559
	Iteration 22Q: 3 clusters Score -6269095 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -6269243.500000 Penalty: 5477.122559
	Iteration 23Q: 3 clusters Score -6269244 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -6269320.000000 Penalty: 5477.122559
	Iteration 24Q: 3 clusters Score -6269320 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6269409.500000 Penalty: 5477.122559
	Iteration 25Q: 3 clusters Score -6269410 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -6269500.500000 Penalty: 5477.122559
	Iteration 26Q: 3 clusters Score -6269500 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -6269602.500000 Penalty: 5477.122559
	Iteration 27Q: 3 clusters Score -6269602 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6269671.000000 Penalty: 5477.122559
	Iteration 28Q: 3 clusters Score -6269671 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6269751.000000 Penalty: 5477.122559
	Iteration 29Q: 3 clusters Score -6269751 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6269811.000000 Penalty: 5477.122559
	Iteration 30Q: 3 clusters Score -6269811 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6269898.000000 Penalty: 5477.122559
	Iteration 31Q: 3 clusters Score -6269898 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6269980.000000 Penalty: 5477.122559
	Iteration 32Q: 3 clusters Score -6269980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -6270021.500000 Penalty: 5477.122559
	Iteration 33Q: 3 clusters Score -6270022 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6270071.500000 Penalty: 5477.122559
	Iteration 34Q: 3 clusters Score -6270072 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6270116.000000 Penalty: 5477.122559
	Iteration 35Q: 3 clusters Score -6270116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6270121.500000 Penalty: 5477.122559
	Iteration 36Q: 3 clusters Score -6270122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6270146.500000 Penalty: 5477.122559
	Iteration 37Q: 3 clusters Score -6270146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6270185.500000 Penalty: 5477.122559
	Iteration 38Q: 3 clusters Score -6270186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6270213.500000 Penalty: 5477.122559
	Iteration 39Q: 3 clusters Score -6270214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6270246.500000 Penalty: 5477.122559
	Iteration 40F: 3 clusters Score -6270246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6270255.500000 Penalty: 5477.122559
	Iteration 41Q: 3 clusters Score -6270256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6270260.000000 Penalty: 5477.122559
	Iteration 42Q: 3 clusters Score -6270260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6270270.500000 Penalty: 5477.122559
	Iteration 43Q: 3 clusters Score -6270270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6270291.500000 Penalty: 5477.122559
	Iteration 44Q: 3 clusters Score -6270292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6270290.500000 Penalty: 5477.122559
	Iteration 45Q: 3 clusters Score -6270290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6270288.500000 Penalty: 5477.122559
	Iteration 46Q: 3 clusters Score -6270288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6270308.500000 Penalty: 5477.122559
	Iteration 47Q: 3 clusters Score -6270308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6270325.000000 Penalty: 5477.122559
	Iteration 48Q: 3 clusters Score -6270325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6270315.000000 Penalty: 5477.122559
	Iteration 49Q: 3 clusters Score -6270315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6270319.000000 Penalty: 5477.122559
	Iteration 50Q: 3 clusters Score -6270319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6270333.000000 Penalty: 5477.122559
	Iteration 51Q: 3 clusters Score -6270333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6270331.500000 Penalty: 5477.122559
	Iteration 52Q: 3 clusters Score -6270332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6270333.500000 Penalty: 5477.122559
	Iteration 53Q: 3 clusters Score -6270334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6270337.000000 Penalty: 5477.122559
	Iteration 54Q: 3 clusters Score -6270337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6270336.500000 Penalty: 5477.122559
	Iteration 55Q: 3 clusters Score -6270336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6270345.000000 Penalty: 5477.122559
	Iteration 56Q: 3 clusters Score -6270345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6270342.000000 Penalty: 5477.122559
	Iteration 57Q: 3 clusters Score -6270342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6270366.000000 Penalty: 5477.122559
	Iteration 58Q: 3 clusters Score -6270366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6270368.500000 Penalty: 5477.122559
	Iteration 59Q: 3 clusters Score -6270368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6270367.000000 Penalty: 5477.122559
	Iteration 60F: 3 clusters Score -6270367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6270363.500000 Penalty: 5477.122559
	Iteration 61Q: 3 clusters Score -6270364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6270361.500000 Penalty: 5477.122559
	Iteration 62Q: 3 clusters Score -6270362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6270365.500000 Penalty: 5477.122559
	Iteration 63Q: 3 clusters Score -6270366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6270370.500000 Penalty: 5477.122559
	Iteration 64Q: 3 clusters Score -6270370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6270368.500000 Penalty: 5477.122559
	Iteration 65Q: 3 clusters Score -6270368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6270365.000000 Penalty: 5477.122559
	Iteration 66Q: 3 clusters Score -6270365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6270368.500000 Penalty: 5477.122559
	Iteration 67Q: 3 clusters Score -6270368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6270358.000000 Penalty: 5477.122559
	Iteration 68Q: 3 clusters Score -6270358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6270361.500000 Penalty: 5477.122559
	Iteration 69Q: 3 clusters Score -6270362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6270367.000000 Penalty: 5477.122559
	Iteration 70Q: 3 clusters Score -6270367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6270367.000000 Penalty: 5477.122559
	Iteration 71F: 3 clusters Score -6270367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Entering Unmasked Estep 
Score: -5523846.500000 Penalty: 2705.766846
	Iteration 0F: 2 clusters Score -5523846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5487164.000000 Penalty: 5411.533691
	Iteration 0F: 3 clusters Score -5487164 nChanged 25279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5501084.000000 Penalty: 5411.533691
	Iteration 1F: 3 clusters Score -5501084 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -5502063.500000 Penalty: 5411.533691
	Iteration 2Q: 3 clusters Score -5502064 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -5503550.000000 Penalty: 5411.533691
	Iteration 3Q: 3 clusters Score -5503550 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5506044.500000 Penalty: 5411.533691
	Iteration 4F: 3 clusters Score -5506044 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -5509111.000000 Penalty: 5411.533691
	Iteration 5F: 3 clusters Score -5509111 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5511777.000000 Penalty: 5411.533691
	Iteration 6F: 3 clusters Score -5511777 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5513705.000000 Penalty: 5411.533691
	Iteration 7F: 3 clusters Score -5513705 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -5514888.500000 Penalty: 5411.533691
	Iteration 8F: 3 clusters Score -5514888 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5515827.000000 Penalty: 5411.533691
	Iteration 9Q: 3 clusters Score -5515827 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -5516611.500000 Penalty: 5411.533691
	Iteration 10Q: 3 clusters Score -5516612 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5517489.500000 Penalty: 5411.533691
	Iteration 11Q: 3 clusters Score -5517490 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5518556.500000 Penalty: 5411.533691
	Iteration 12Q: 3 clusters Score -5518556 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5519753.500000 Penalty: 5411.533691
	Iteration 13Q: 3 clusters Score -5519754 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -5520749.000000 Penalty: 5411.533691
	Iteration 14Q: 3 clusters Score -5520749 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5521539.500000 Penalty: 5411.533691
	Iteration 15Q: 3 clusters Score -5521540 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -5522100.500000 Penalty: 5411.533691
	Iteration 16Q: 3 clusters Score -5522100 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -5522525.500000 Penalty: 5411.533691
	Iteration 17Q: 3 clusters Score -5522526 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -5522729.500000 Penalty: 5411.533691
	Iteration 18Q: 3 clusters Score -5522730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -5522848.000000 Penalty: 5411.533691
	Iteration 19Q: 3 clusters Score -5522848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -5522900.000000 Penalty: 5411.533691
	Iteration 20F: 3 clusters Score -5522900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -5522901.500000 Penalty: 5411.533691
	Iteration 21Q: 3 clusters Score -5522902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5522924.000000 Penalty: 5411.533691
	Iteration 22Q: 3 clusters Score -5522924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -5522925.000000 Penalty: 5411.533691
	Iteration 23Q: 3 clusters Score -5522925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5522927.000000 Penalty: 5411.533691
	Iteration 24Q: 3 clusters Score -5522927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5522926.500000 Penalty: 5411.533691
	Iteration 25Q: 3 clusters Score -5522926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5522925.000000 Penalty: 5411.533691
	Iteration 26Q: 3 clusters Score -5522925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5522921.000000 Penalty: 5411.533691
	Iteration 27Q: 3 clusters Score -5522921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5522918.500000 Penalty: 5411.533691
	Iteration 28Q: 3 clusters Score -5522918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5522918.500000 Penalty: 5411.533691
	Iteration 29F: 3 clusters Score -5522918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -137812.031250 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -137812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135551.250000 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -135551.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135949.421875 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -135949.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136046.328125 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -136046.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -136075.875000 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -136075.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -136090.109375 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -136090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136098.718750 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -136098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136104.000000 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -136104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136108.406250 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -136108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136112.250000 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -136112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136114.859375 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -136114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136117.593750 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -136117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136118.984375 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -136119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136120.015625 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -136120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136120.015625 Penalty: 3612.930908
	Iteration 13F: 3 clusters Score -136120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -694452.875000 Penalty: 2199.296631
	Iteration 0F: 2 clusters Score -694452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -688624.937500 Penalty: 4398.593262
	Iteration 0F: 3 clusters Score -688624.9 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -690155.375000 Penalty: 4398.593262
	Iteration 1F: 3 clusters Score -690155.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -690428.312500 Penalty: 4398.593262
	Iteration 2F: 3 clusters Score -690428.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -690648.562500 Penalty: 4398.593262
	Iteration 3F: 3 clusters Score -690648.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -690855.187500 Penalty: 4398.593262
	Iteration 4Q: 3 clusters Score -690855.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -691044.062500 Penalty: 4398.593262
	Iteration 5Q: 3 clusters Score -691044.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -691207.500000 Penalty: 4398.593262
	Iteration 6Q: 3 clusters Score -691207.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -691387.500000 Penalty: 4398.593262
	Iteration 7Q: 3 clusters Score -691387.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -691537.062500 Penalty: 4398.593262
	Iteration 8Q: 3 clusters Score -691537.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -691648.937500 Penalty: 4398.593262
	Iteration 9Q: 3 clusters Score -691648.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -691766.937500 Penalty: 4398.593262
	Iteration 10Q: 3 clusters Score -691766.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -691849.062500 Penalty: 4398.593262
	Iteration 11Q: 3 clusters Score -691849.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -691935.250000 Penalty: 4398.593262
	Iteration 12Q: 3 clusters Score -691935.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -692000.312500 Penalty: 4398.593262
	Iteration 13Q: 3 clusters Score -692000.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -692052.500000 Penalty: 4398.593262
	Iteration 14Q: 3 clusters Score -692052.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -692105.312500 Penalty: 4398.593262
	Iteration 15Q: 3 clusters Score -692105.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -692143.187500 Penalty: 4398.593262
	Iteration 16Q: 3 clusters Score -692143.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -692170.875000 Penalty: 4398.593262
	Iteration 17Q: 3 clusters Score -692170.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -692199.250000 Penalty: 4398.593262
	Iteration 18Q: 3 clusters Score -692199.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -692222.125000 Penalty: 4398.593262
	Iteration 19Q: 3 clusters Score -692222.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -692238.500000 Penalty: 4398.593262
	Iteration 20F: 3 clusters Score -692238.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -692252.875000 Penalty: 4398.593262
	Iteration 21Q: 3 clusters Score -692252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -692265.125000 Penalty: 4398.593262
	Iteration 22Q: 3 clusters Score -692265.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -692284.625000 Penalty: 4398.593262
	Iteration 23Q: 3 clusters Score -692284.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -692303.250000 Penalty: 4398.593262
	Iteration 24Q: 3 clusters Score -692303.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -692317.750000 Penalty: 4398.593262
	Iteration 25Q: 3 clusters Score -692317.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -692333.187500 Penalty: 4398.593262
	Iteration 26Q: 3 clusters Score -692333.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -692346.875000 Penalty: 4398.593262
	Iteration 27Q: 3 clusters Score -692346.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -692361.000000 Penalty: 4398.593262
	Iteration 28Q: 3 clusters Score -692361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -692371.812500 Penalty: 4398.593262
	Iteration 29Q: 3 clusters Score -692371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -692382.000000 Penalty: 4398.593262
	Iteration 30Q: 3 clusters Score -692382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -692394.750000 Penalty: 4398.593262
	Iteration 31Q: 3 clusters Score -692394.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -692403.187500 Penalty: 4398.593262
	Iteration 32Q: 3 clusters Score -692403.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -692413.000000 Penalty: 4398.593262
	Iteration 33Q: 3 clusters Score -692413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -692421.125000 Penalty: 4398.593262
	Iteration 34Q: 3 clusters Score -692421.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -692426.687500 Penalty: 4398.593262
	Iteration 35Q: 3 clusters Score -692426.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -692431.937500 Penalty: 4398.593262
	Iteration 36Q: 3 clusters Score -692431.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -692435.375000 Penalty: 4398.593262
	Iteration 37Q: 3 clusters Score -692435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -692437.125000 Penalty: 4398.593262
	Iteration 38Q: 3 clusters Score -692437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -692439.875000 Penalty: 4398.593262
	Iteration 39Q: 3 clusters Score -692439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -692442.187500 Penalty: 4398.593262
	Iteration 40F: 3 clusters Score -692442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -692443.625000 Penalty: 4398.593262
	Iteration 41Q: 3 clusters Score -692443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -692448.750000 Penalty: 4398.593262
	Iteration 42Q: 3 clusters Score -692448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -692450.875000 Penalty: 4398.593262
	Iteration 43Q: 3 clusters Score -692450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -692451.125000 Penalty: 4398.593262
	Iteration 44Q: 3 clusters Score -692451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -692452.312500 Penalty: 4398.593262
	Iteration 45Q: 3 clusters Score -692452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -692452.437500 Penalty: 4398.593262
	Iteration 46Q: 3 clusters Score -692452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -692454.812500 Penalty: 4398.593262
	Iteration 47Q: 3 clusters Score -692454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -692455.437500 Penalty: 4398.593262
	Iteration 48Q: 3 clusters Score -692455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -692455.937500 Penalty: 4398.593262
	Iteration 49Q: 3 clusters Score -692455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -692455.437500 Penalty: 4398.593262
	Iteration 50Q: 3 clusters Score -692455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -692455.437500 Penalty: 4398.593262
	Iteration 51F: 3 clusters Score -692455.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -887470.812500 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -887470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -880141.687500 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -880141.7 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -882304.437500 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -882304.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -882691.250000 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -882691.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -883128.250000 Penalty: 4546.373047
	Iteration 3F: 3 clusters Score -883128.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -883668.937500 Penalty: 4546.373047
	Iteration 4F: 3 clusters Score -883668.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -884256.062500 Penalty: 4546.373047
	Iteration 5F: 3 clusters Score -884256.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -884758.500000 Penalty: 4546.373047
	Iteration 6F: 3 clusters Score -884758.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -885186.625000 Penalty: 4546.373047
	Iteration 7F: 3 clusters Score -885186.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -885533.625000 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -885533.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -885787.750000 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -885787.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -886012.375000 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -886012.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -886210.375000 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -886210.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -886360.937500 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -886360.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -886444.875000 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -886444.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -886518.250000 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -886518.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -886564.250000 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -886564.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -886594.437500 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -886594.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -886619.437500 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -886619.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -886643.937500 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -886643.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -886664.125000 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -886664.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -886690.750000 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -886690.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -886717.125000 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -886717.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -886734.187500 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -886734.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -886752.750000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -886752.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -886760.375000 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -886760.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -886767.187500 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -886767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -886771.875000 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -886771.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -886779.000000 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -886779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -886786.125000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -886786.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -886793.562500 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -886793.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -886794.062500 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -886794.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -886798.375000 Penalty: 4546.373047
	Iteration 31Q: 3 clusters Score -886798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -886799.312500 Penalty: 4546.373047
	Iteration 32Q: 3 clusters Score -886799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -886801.375000 Penalty: 4546.373047
	Iteration 33Q: 3 clusters Score -886801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -886805.250000 Penalty: 4546.373047
	Iteration 34Q: 3 clusters Score -886805.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -886812.687500 Penalty: 4546.373047
	Iteration 35Q: 3 clusters Score -886812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -886812.312500 Penalty: 4546.373047
	Iteration 36Q: 3 clusters Score -886812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -886815.750000 Penalty: 4546.373047
	Iteration 37Q: 3 clusters Score -886815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -886816.875000 Penalty: 4546.373047
	Iteration 38Q: 3 clusters Score -886816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -886819.562500 Penalty: 4546.373047
	Iteration 39Q: 3 clusters Score -886819.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -886821.562500 Penalty: 4546.373047
	Iteration 40F: 3 clusters Score -886821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -886826.750000 Penalty: 4546.373047
	Iteration 41Q: 3 clusters Score -886826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -886826.937500 Penalty: 4546.373047
	Iteration 42Q: 3 clusters Score -886826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -886830.250000 Penalty: 4546.373047
	Iteration 43Q: 3 clusters Score -886830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -886835.937500 Penalty: 4546.373047
	Iteration 44Q: 3 clusters Score -886835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -886840.062500 Penalty: 4546.373047
	Iteration 45Q: 3 clusters Score -886840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -886841.000000 Penalty: 4546.373047
	Iteration 46Q: 3 clusters Score -886841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -886846.250000 Penalty: 4546.373047
	Iteration 47Q: 3 clusters Score -886846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -886849.125000 Penalty: 4546.373047
	Iteration 48Q: 3 clusters Score -886849.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -886854.500000 Penalty: 4546.373047
	Iteration 49Q: 3 clusters Score -886854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -886862.937500 Penalty: 4546.373047
	Iteration 50Q: 3 clusters Score -886862.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -886870.125000 Penalty: 4546.373047
	Iteration 51Q: 3 clusters Score -886870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -886873.812500 Penalty: 4546.373047
	Iteration 52Q: 3 clusters Score -886873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -886879.812500 Penalty: 4546.373047
	Iteration 53Q: 3 clusters Score -886879.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -886885.500000 Penalty: 4546.373047
	Iteration 54Q: 3 clusters Score -886885.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -886889.250000 Penalty: 4546.373047
	Iteration 55Q: 3 clusters Score -886889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -886896.812500 Penalty: 4546.373047
	Iteration 56Q: 3 clusters Score -886896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -886901.500000 Penalty: 4546.373047
	Iteration 57Q: 3 clusters Score -886901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -886900.625000 Penalty: 4546.373047
	Iteration 58Q: 3 clusters Score -886900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -886903.375000 Penalty: 4546.373047
	Iteration 59Q: 3 clusters Score -886903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -886908.000000 Penalty: 4546.373047
	Iteration 60F: 3 clusters Score -886908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -886907.312500 Penalty: 4546.373047
	Iteration 61Q: 3 clusters Score -886907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -886909.187500 Penalty: 4546.373047
	Iteration 62Q: 3 clusters Score -886909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -886908.812500 Penalty: 4546.373047
	Iteration 63Q: 3 clusters Score -886908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -886908.812500 Penalty: 4546.373047
	Iteration 64F: 3 clusters Score -886908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Entering Unmasked Estep 
Score: -4186239.500000 Penalty: 2644.785400
	Iteration 0F: 2 clusters Score -4186240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4157370.750000 Penalty: 5289.570801
	Iteration 0F: 3 clusters Score -4157371 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4168716.000000 Penalty: 5289.570801
	Iteration 1F: 3 clusters Score -4168716 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4170076.000000 Penalty: 5289.570801
	Iteration 2F: 3 clusters Score -4170076 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4171661.750000 Penalty: 5289.570801
	Iteration 3F: 3 clusters Score -4171662 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4173593.500000 Penalty: 5289.570801
	Iteration 4F: 3 clusters Score -4173594 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4175851.500000 Penalty: 5289.570801
	Iteration 5F: 3 clusters Score -4175852 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4178249.000000 Penalty: 5289.570801
	Iteration 6F: 3 clusters Score -4178249 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4180185.250000 Penalty: 5289.570801
	Iteration 7F: 3 clusters Score -4180185 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4181584.250000 Penalty: 5289.570801
	Iteration 8Q: 3 clusters Score -4181584 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -4182477.250000 Penalty: 5289.570801
	Iteration 9Q: 3 clusters Score -4182477 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -4183050.000000 Penalty: 5289.570801
	Iteration 10Q: 3 clusters Score -4183050 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4183385.250000 Penalty: 5289.570801
	Iteration 11Q: 3 clusters Score -4183385 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4183644.500000 Penalty: 5289.570801
	Iteration 12Q: 3 clusters Score -4183644 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4183846.750000 Penalty: 5289.570801
	Iteration 13Q: 3 clusters Score -4183847 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4184021.250000 Penalty: 5289.570801
	Iteration 14Q: 3 clusters Score -4184021 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4184162.250000 Penalty: 5289.570801
	Iteration 15Q: 3 clusters Score -4184162 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4184286.000000 Penalty: 5289.570801
	Iteration 16Q: 3 clusters Score -4184286 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -4184405.500000 Penalty: 5289.570801
	Iteration 17Q: 3 clusters Score -4184406 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4184461.000000 Penalty: 5289.570801
	Iteration 18Q: 3 clusters Score -4184461 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4184522.750000 Penalty: 5289.570801
	Iteration 19Q: 3 clusters Score -4184523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4184556.000000 Penalty: 5289.570801
	Iteration 20F: 3 clusters Score -4184556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4184604.500000 Penalty: 5289.570801
	Iteration 21Q: 3 clusters Score -4184604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4184637.250000 Penalty: 5289.570801
	Iteration 22Q: 3 clusters Score -4184637 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4184667.750000 Penalty: 5289.570801
	Iteration 23Q: 3 clusters Score -4184668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4184705.000000 Penalty: 5289.570801
	Iteration 24Q: 3 clusters Score -4184705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4184723.000000 Penalty: 5289.570801
	Iteration 25Q: 3 clusters Score -4184723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4184734.750000 Penalty: 5289.570801
	Iteration 26Q: 3 clusters Score -4184735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4184732.500000 Penalty: 5289.570801
	Iteration 27Q: 3 clusters Score -4184732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4184743.250000 Penalty: 5289.570801
	Iteration 28Q: 3 clusters Score -4184743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4184746.750000 Penalty: 5289.570801
	Iteration 29Q: 3 clusters Score -4184747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4184764.750000 Penalty: 5289.570801
	Iteration 30Q: 3 clusters Score -4184765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4184764.500000 Penalty: 5289.570801
	Iteration 31Q: 3 clusters Score -4184764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4184774.500000 Penalty: 5289.570801
	Iteration 32Q: 3 clusters Score -4184774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4184777.250000 Penalty: 5289.570801
	Iteration 33Q: 3 clusters Score -4184777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4184779.750000 Penalty: 5289.570801
	Iteration 34Q: 3 clusters Score -4184780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4184776.250000 Penalty: 5289.570801
	Iteration 35Q: 3 clusters Score -4184776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4184778.000000 Penalty: 5289.570801
	Iteration 36Q: 3 clusters Score -4184778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4184777.750000 Penalty: 5289.570801
	Iteration 37Q: 3 clusters Score -4184778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4184774.750000 Penalty: 5289.570801
	Iteration 38Q: 3 clusters Score -4184775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4184776.250000 Penalty: 5289.570801
	Iteration 39Q: 3 clusters Score -4184776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4184775.750000 Penalty: 5289.570801
	Iteration 40F: 3 clusters Score -4184776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4184777.000000 Penalty: 5289.570801
	Iteration 41Q: 3 clusters Score -4184777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4184777.250000 Penalty: 5289.570801
	Iteration 42Q: 3 clusters Score -4184777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4184782.500000 Penalty: 5289.570801
	Iteration 43Q: 3 clusters Score -4184782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4184784.250000 Penalty: 5289.570801
	Iteration 44Q: 3 clusters Score -4184784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4184784.250000 Penalty: 5289.570801
	Iteration 45F: 3 clusters Score -4184784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -190618.656250 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -190618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187866.890625 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -187866.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -188509.109375 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -188509.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -188826.640625 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -188826.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -189114.312500 Penalty: 3815.288330
	Iteration 3F: 3 clusters Score -189114.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -189329.343750 Penalty: 3815.288330
	Iteration 4F: 3 clusters Score -189329.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -189485.890625 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -189485.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189592.421875 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -189592.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -189683.734375 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -189683.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -189735.968750 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -189736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -189775.562500 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -189775.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189818.968750 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -189819 nChanged 28
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: -189848.203125 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -189848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -189862.531250 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -189862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189871.953125 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -189872 nChanged 11
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: -189881.250000 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -189881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -189885.734375 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -189885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189892.328125 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -189892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -189903.328125 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -189903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -189921.015625 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -189921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189935.234375 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -189935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -189944.859375 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -189944.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -189956.750000 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -189956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -189964.093750 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -189964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189968.140625 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -189968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -189973.312500 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -189973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -189978.609375 Penalty: 3815.288330
	Iteration 25Q: 3 clusters Score -189978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -189984.093750 Penalty: 3815.288330
	Iteration 26Q: 3 clusters Score -189984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189990.828125 Penalty: 3815.288330
	Iteration 27Q: 3 clusters Score -189990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -189996.937500 Penalty: 3815.288330
	Iteration 28Q: 3 clusters Score -189996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -190000.468750 Penalty: 3815.288330
	Iteration 29Q: 3 clusters Score -190000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -190005.171875 Penalty: 3815.288330
	Iteration 30Q: 3 clusters Score -190005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190014.406250 Penalty: 3815.288330
	Iteration 31Q: 3 clusters Score -190014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -190024.890625 Penalty: 3815.288330
	Iteration 32Q: 3 clusters Score -190024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -190026.453125 Penalty: 3815.288330
	Iteration 33Q: 3 clusters Score -190026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190027.781250 Penalty: 3815.288330
	Iteration 34Q: 3 clusters Score -190027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190027.781250 Penalty: 3815.288330
	Iteration 35F: 3 clusters Score -190027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -529918.562500 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -529918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -524916.750000 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -524916.8 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -526195.625000 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -526195.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -526534.125000 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -526534.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -526810.937500 Penalty: 4292.640625
	Iteration 3F: 3 clusters Score -526810.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -527048.312500 Penalty: 4292.640625
	Iteration 4F: 3 clusters Score -527048.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -527285.000000 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -527285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -527620.750000 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -527620.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -527961.625000 Penalty: 4292.640625
	Iteration 7F: 3 clusters Score -527961.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -528244.375000 Penalty: 4292.640625
	Iteration 8F: 3 clusters Score -528244.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -528494.687500 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -528494.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -528701.375000 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -528701.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -528893.437500 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -528893.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -529103.625000 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -529103.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -529259.500000 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -529259.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -529378.062500 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -529378.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -529471.625000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -529471.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -529541.125000 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -529541.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -529596.812500 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -529596.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -529637.250000 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -529637.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -529663.312500 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -529663.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -529680.812500 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -529680.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -529694.312500 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -529694.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -529706.812500 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -529706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -529711.937500 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -529711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -529720.125000 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -529720.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -529728.000000 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -529728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -529734.750000 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -529734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -529739.812500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -529739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -529744.062500 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -529744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -529752.875000 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -529752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -529759.937500 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -529759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -529762.312500 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -529762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -529764.312500 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -529764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -529767.812500 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -529767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -529770.687500 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -529770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -529772.062500 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -529772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -529772.437500 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -529772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -529772.437500 Penalty: 4292.640625
	Iteration 37F: 3 clusters Score -529772.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -464992.781250 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -464992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -460520.000000 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -460520 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -461634.406250 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -461634.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -461909.968750 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -461910 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -462087.593750 Penalty: 4222.838379
	Iteration 3F: 3 clusters Score -462087.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -462227.656250 Penalty: 4222.838379
	Iteration 4Q: 3 clusters Score -462227.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -462349.718750 Penalty: 4222.838379
	Iteration 5Q: 3 clusters Score -462349.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -462467.906250 Penalty: 4222.838379
	Iteration 6Q: 3 clusters Score -462467.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -462583.843750 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -462583.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -462714.781250 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -462714.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -462824.906250 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -462824.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -462937.625000 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -462937.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -463050.312500 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -463050.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -463153.218750 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -463153.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -463246.093750 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -463246.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -463329.031250 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -463329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -463393.937500 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -463393.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -463458.968750 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -463459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -463506.031250 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -463506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -463541.500000 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -463541.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -463566.843750 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -463566.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -463579.062500 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -463579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -463589.875000 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -463589.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -463596.906250 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -463596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -463601.718750 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -463601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -463604.093750 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -463604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -463604.218750 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -463604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -463605.875000 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -463605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -463610.000000 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -463610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -463613.468750 Penalty: 4222.838379
	Iteration 28Q: 3 clusters Score -463613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -463616.781250 Penalty: 4222.838379
	Iteration 29Q: 3 clusters Score -463616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -463618.656250 Penalty: 4222.838379
	Iteration 30Q: 3 clusters Score -463618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -463621.781250 Penalty: 4222.838379
	Iteration 31Q: 3 clusters Score -463621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -463624.281250 Penalty: 4222.838379
	Iteration 32Q: 3 clusters Score -463624.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -463627.750000 Penalty: 4222.838379
	Iteration 33Q: 3 clusters Score -463627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -463627.906250 Penalty: 4222.838379
	Iteration 34Q: 3 clusters Score -463627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -463628.312500 Penalty: 4222.838379
	Iteration 35Q: 3 clusters Score -463628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -463628.812500 Penalty: 4222.838379
	Iteration 36Q: 3 clusters Score -463628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -463628.812500 Penalty: 4222.838379
	Iteration 37F: 3 clusters Score -463628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Entering Unmasked Estep 
Score: -9916591.000000 Penalty: 2859.973145
	Iteration 0F: 2 clusters Score -9916591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -9848176.000000 Penalty: 5719.946289
	Iteration 0F: 3 clusters Score -9848176 nChanged 48125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -9876829.000000 Penalty: 5719.946289
	Iteration 1F: 3 clusters Score -9876829 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -9878333.000000 Penalty: 5719.946289
	Iteration 2Q: 3 clusters Score -9878333 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -9880017.000000 Penalty: 5719.946289
	Iteration 3Q: 3 clusters Score -9880017 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -9881911.000000 Penalty: 5719.946289
	Iteration 4Q: 3 clusters Score -9881911 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -9884247.000000 Penalty: 5719.946289
	Iteration 5Q: 3 clusters Score -9884247 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -9887019.000000 Penalty: 5719.946289
	Iteration 6F: 3 clusters Score -9887019 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -9890494.000000 Penalty: 5719.946289
	Iteration 7F: 3 clusters Score -9890494 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -9894334.000000 Penalty: 5719.946289
	Iteration 8F: 3 clusters Score -9894334 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -9898508.000000 Penalty: 5719.946289
	Iteration 9F: 3 clusters Score -9898508 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -9902772.000000 Penalty: 5719.946289
	Iteration 10F: 3 clusters Score -9902772 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -9906457.000000 Penalty: 5719.946289
	Iteration 11Q: 3 clusters Score -9906457 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -9909223.000000 Penalty: 5719.946289
	Iteration 12Q: 3 clusters Score -9909223 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -9911177.000000 Penalty: 5719.946289
	Iteration 13Q: 3 clusters Score -9911177 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -9912358.000000 Penalty: 5719.946289
	Iteration 14Q: 3 clusters Score -9912358 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -9913172.000000 Penalty: 5719.946289
	Iteration 15Q: 3 clusters Score -9913172 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -9913683.000000 Penalty: 5719.946289
	Iteration 16Q: 3 clusters Score -9913683 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -9913957.000000 Penalty: 5719.946289
	Iteration 17Q: 3 clusters Score -9913957 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -9914182.000000 Penalty: 5719.946289
	Iteration 18Q: 3 clusters Score -9914182 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -9914310.000000 Penalty: 5719.946289
	Iteration 19Q: 3 clusters Score -9914310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -9914407.000000 Penalty: 5719.946289
	Iteration 20F: 3 clusters Score -9914407 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -9914514.000000 Penalty: 5719.946289
	Iteration 21Q: 3 clusters Score -9914514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -9914596.000000 Penalty: 5719.946289
	Iteration 22Q: 3 clusters Score -9914596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -9914663.000000 Penalty: 5719.946289
	Iteration 23Q: 3 clusters Score -9914663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -9914697.000000 Penalty: 5719.946289
	Iteration 24Q: 3 clusters Score -9914697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -9914739.000000 Penalty: 5719.946289
	Iteration 25Q: 3 clusters Score -9914739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -9914815.000000 Penalty: 5719.946289
	Iteration 26Q: 3 clusters Score -9914815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -9914838.000000 Penalty: 5719.946289
	Iteration 27Q: 3 clusters Score -9914838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -9914892.000000 Penalty: 5719.946289
	Iteration 28Q: 3 clusters Score -9914892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -9914913.000000 Penalty: 5719.946289
	Iteration 29Q: 3 clusters Score -9914913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -9914919.000000 Penalty: 5719.946289
	Iteration 30Q: 3 clusters Score -9914919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -9914949.000000 Penalty: 5719.946289
	Iteration 31Q: 3 clusters Score -9914949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -9914969.000000 Penalty: 5719.946289
	Iteration 32Q: 3 clusters Score -9914969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -9915007.000000 Penalty: 5719.946289
	Iteration 33Q: 3 clusters Score -9915007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -9915025.000000 Penalty: 5719.946289
	Iteration 34Q: 3 clusters Score -9915025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -9915074.000000 Penalty: 5719.946289
	Iteration 35Q: 3 clusters Score -9915074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -9915103.000000 Penalty: 5719.946289
	Iteration 36Q: 3 clusters Score -9915103 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -9915110.000000 Penalty: 5719.946289
	Iteration 37Q: 3 clusters Score -9915110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -9915160.000000 Penalty: 5719.946289
	Iteration 38Q: 3 clusters Score -9915160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -9915208.000000 Penalty: 5719.946289
	Iteration 39Q: 3 clusters Score -9915208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -9915248.000000 Penalty: 5719.946289
	Iteration 40F: 3 clusters Score -9915248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -9915299.000000 Penalty: 5719.946289
	Iteration 41Q: 3 clusters Score -9915299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -9915387.000000 Penalty: 5719.946289
	Iteration 42Q: 3 clusters Score -9915387 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -9915490.000000 Penalty: 5719.946289
	Iteration 43Q: 3 clusters Score -9915490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -9915608.000000 Penalty: 5719.946289
	Iteration 44Q: 3 clusters Score -9915608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -9915713.000000 Penalty: 5719.946289
	Iteration 45Q: 3 clusters Score -9915713 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -9915836.000000 Penalty: 5719.946289
	Iteration 46Q: 3 clusters Score -9915836 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -9915969.000000 Penalty: 5719.946289
	Iteration 47Q: 3 clusters Score -9915969 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -9916107.000000 Penalty: 5719.946289
	Iteration 48Q: 3 clusters Score -9916107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -9916180.000000 Penalty: 5719.946289
	Iteration 49Q: 3 clusters Score -9916180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 100229 members 
Entering Unmasked Estep 
Score: -9916186.000000 Penalty: 5719.946289
	Iteration 50Q: 3 clusters Score -9916186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -9916216.000000 Penalty: 5719.946289
	Iteration 51Q: 3 clusters Score -9916216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -9916246.000000 Penalty: 5719.946289
	Iteration 52Q: 3 clusters Score -9916246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -9916264.000000 Penalty: 5719.946289
	Iteration 53Q: 3 clusters Score -9916264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -9916265.000000 Penalty: 5719.946289
	Iteration 54Q: 3 clusters Score -9916265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -9916275.000000 Penalty: 5719.946289
	Iteration 55Q: 3 clusters Score -9916275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -9916288.000000 Penalty: 5719.946289
	Iteration 56Q: 3 clusters Score -9916288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -9916277.000000 Penalty: 5719.946289
	Iteration 57Q: 3 clusters Score -9916277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -9916278.000000 Penalty: 5719.946289
	Iteration 58Q: 3 clusters Score -9916278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -9916279.000000 Penalty: 5719.946289
	Iteration 59Q: 3 clusters Score -9916279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -9916408.000000 Penalty: 5719.946289
	Iteration 60F: 3 clusters Score -9916408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -9916510.000000 Penalty: 5719.946289
	Iteration 61Q: 3 clusters Score -9916510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -9916578.000000 Penalty: 5719.946289
	Iteration 62Q: 3 clusters Score -9916578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -9916609.000000 Penalty: 5719.946289
	Iteration 63Q: 3 clusters Score -9916609 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -9916651.000000 Penalty: 5719.946289
	Iteration 64Q: 3 clusters Score -9916651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -9916674.000000 Penalty: 5719.946289
	Iteration 65Q: 3 clusters Score -9916674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -9916710.000000 Penalty: 5719.946289
	Iteration 66Q: 3 clusters Score -9916710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -9916736.000000 Penalty: 5719.946289
	Iteration 67Q: 3 clusters Score -9916736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 99521 members 
Entering Unmasked Estep 
Score: -9916760.000000 Penalty: 5719.946289
	Iteration 68Q: 3 clusters Score -9916760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -9916765.000000 Penalty: 5719.946289
	Iteration 69Q: 3 clusters Score -9916765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -9916774.000000 Penalty: 5719.946289
	Iteration 70Q: 3 clusters Score -9916774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -9916776.000000 Penalty: 5719.946289
	Iteration 71Q: 3 clusters Score -9916776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -9916800.000000 Penalty: 5719.946289
	Iteration 72Q: 3 clusters Score -9916800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -9916803.000000 Penalty: 5719.946289
	Iteration 73Q: 3 clusters Score -9916803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -9916816.000000 Penalty: 5719.946289
	Iteration 74Q: 3 clusters Score -9916816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -9916820.000000 Penalty: 5719.946289
	Iteration 75Q: 3 clusters Score -9916820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -9916828.000000 Penalty: 5719.946289
	Iteration 76Q: 3 clusters Score -9916828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -9916833.000000 Penalty: 5719.946289
	Iteration 77Q: 3 clusters Score -9916833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -9916836.000000 Penalty: 5719.946289
	Iteration 78Q: 3 clusters Score -9916836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -9916827.000000 Penalty: 5719.946289
	Iteration 79Q: 3 clusters Score -9916827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -9916827.000000 Penalty: 5719.946289
	Iteration 80F: 3 clusters Score -9916827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -9916838.000000 Penalty: 5719.946289
	Iteration 81Q: 3 clusters Score -9916838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -9916844.000000 Penalty: 5719.946289
	Iteration 82Q: 3 clusters Score -9916844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -9916840.000000 Penalty: 5719.946289
	Iteration 83Q: 3 clusters Score -9916840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -9916839.000000 Penalty: 5719.946289
	Iteration 84Q: 3 clusters Score -9916839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -9916838.000000 Penalty: 5719.946289
	Iteration 85Q: 3 clusters Score -9916838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -9916838.000000 Penalty: 5719.946289
	Iteration 86Q: 3 clusters Score -9916838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -9916838.000000 Penalty: 5719.946289
	Iteration 87F: 3 clusters Score -9916838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14932 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 13650 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62479 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 42807 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4294 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11015 members 
Mstep: Class 43 contains 15438 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3697 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Mstep: Class 50 contains 99301 members 
Entering Unmasked Estep 
Score: -58918260.000000 Penalty: 165509.984375
Splitting cluster 24 changes total score from -58918576.000000 to -58918260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -430416.562500 Penalty: 2093.625488
	Iteration 0F: 2 clusters Score -430416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -426090.218750 Penalty: 4187.250977
	Iteration 0F: 3 clusters Score -426090.2 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -427191.531250 Penalty: 4187.250977
	Iteration 1F: 3 clusters Score -427191.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -427506.312500 Penalty: 4187.250977
	Iteration 2F: 3 clusters Score -427506.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -427731.406250 Penalty: 4187.250977
	Iteration 3F: 3 clusters Score -427731.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -427938.218750 Penalty: 4187.250977
	Iteration 4F: 3 clusters Score -427938.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -428140.562500 Penalty: 4187.250977
	Iteration 5Q: 3 clusters Score -428140.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -428330.187500 Penalty: 4187.250977
	Iteration 6Q: 3 clusters Score -428330.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -428504.593750 Penalty: 4187.250977
	Iteration 7Q: 3 clusters Score -428504.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -428677.781250 Penalty: 4187.250977
	Iteration 8Q: 3 clusters Score -428677.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -428864.718750 Penalty: 4187.250977
	Iteration 9Q: 3 clusters Score -428864.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -429041.031250 Penalty: 4187.250977
	Iteration 10Q: 3 clusters Score -429041 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -429198.187500 Penalty: 4187.250977
	Iteration 11Q: 3 clusters Score -429198.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -429362.968750 Penalty: 4187.250977
	Iteration 12Q: 3 clusters Score -429363 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -429487.250000 Penalty: 4187.250977
	Iteration 13Q: 3 clusters Score -429487.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -429597.437500 Penalty: 4187.250977
	Iteration 14Q: 3 clusters Score -429597.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -429681.343750 Penalty: 4187.250977
	Iteration 15Q: 3 clusters Score -429681.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -429734.687500 Penalty: 4187.250977
	Iteration 16Q: 3 clusters Score -429734.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -429767.593750 Penalty: 4187.250977
	Iteration 17Q: 3 clusters Score -429767.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -429781.562500 Penalty: 4187.250977
	Iteration 18Q: 3 clusters Score -429781.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -429793.250000 Penalty: 4187.250977
	Iteration 19Q: 3 clusters Score -429793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -429803.031250 Penalty: 4187.250977
	Iteration 20F: 3 clusters Score -429803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -429812.250000 Penalty: 4187.250977
	Iteration 21Q: 3 clusters Score -429812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -429816.750000 Penalty: 4187.250977
	Iteration 22Q: 3 clusters Score -429816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -429819.937500 Penalty: 4187.250977
	Iteration 23Q: 3 clusters Score -429819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -429820.000000 Penalty: 4187.250977
	Iteration 24Q: 3 clusters Score -429820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -429822.562500 Penalty: 4187.250977
	Iteration 25Q: 3 clusters Score -429822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -429823.625000 Penalty: 4187.250977
	Iteration 26Q: 3 clusters Score -429823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -429825.250000 Penalty: 4187.250977
	Iteration 27Q: 3 clusters Score -429825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -429825.406250 Penalty: 4187.250977
	Iteration 28Q: 3 clusters Score -429825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -429827.093750 Penalty: 4187.250977
	Iteration 29Q: 3 clusters Score -429827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -429829.218750 Penalty: 4187.250977
	Iteration 30Q: 3 clusters Score -429829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -429828.468750 Penalty: 4187.250977
	Iteration 31Q: 3 clusters Score -429828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -429829.281250 Penalty: 4187.250977
	Iteration 32Q: 3 clusters Score -429829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -429829.281250 Penalty: 4187.250977
	Iteration 33F: 3 clusters Score -429829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -399148.531250 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -399148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -395080.000000 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -395080 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -395943.343750 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -395943.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -396147.812500 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -396147.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -396280.468750 Penalty: 4149.027344
	Iteration 3F: 3 clusters Score -396280.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -396360.562500 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -396360.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -396429.093750 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -396429.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -396485.218750 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -396485.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -396526.875000 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -396526.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -396567.468750 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -396567.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -396603.531250 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -396603.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -396640.968750 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -396641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -396684.093750 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -396684.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -396729.281250 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -396729.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -396778.718750 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -396778.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -396843.468750 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -396843.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -396914.125000 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -396914.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -396986.562500 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -396986.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -397048.875000 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -397048.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -397110.718750 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -397110.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -397153.187500 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -397153.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -397202.187500 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -397202.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -397269.218750 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -397269.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -397336.656250 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -397336.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -397404.656250 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -397404.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -397463.906250 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -397463.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -397502.343750 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -397502.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -397542.062500 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -397542.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -397587.000000 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -397587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -397626.500000 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -397626.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -397655.312500 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -397655.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -397678.437500 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -397678.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -397694.062500 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -397694.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -397704.437500 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -397704.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -397712.000000 Penalty: 4149.027344
	Iteration 33Q: 3 clusters Score -397712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -397720.468750 Penalty: 4149.027344
	Iteration 34Q: 3 clusters Score -397720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -397725.000000 Penalty: 4149.027344
	Iteration 35Q: 3 clusters Score -397725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -397727.593750 Penalty: 4149.027344
	Iteration 36Q: 3 clusters Score -397727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -397728.968750 Penalty: 4149.027344
	Iteration 37Q: 3 clusters Score -397729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -397730.968750 Penalty: 4149.027344
	Iteration 38Q: 3 clusters Score -397731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -397731.875000 Penalty: 4149.027344
	Iteration 39Q: 3 clusters Score -397731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -397732.218750 Penalty: 4149.027344
	Iteration 40F: 3 clusters Score -397732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -397732.812500 Penalty: 4149.027344
	Iteration 41Q: 3 clusters Score -397732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -397732.812500 Penalty: 4149.027344
	Iteration 42F: 3 clusters Score -397732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -468103.093750 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -468103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -463812.281250 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -463812.3 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -464882.312500 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -464882.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -465152.343750 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -465152.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -465318.187500 Penalty: 4180.467285
	Iteration 3F: 3 clusters Score -465318.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -465453.812500 Penalty: 4180.467285
	Iteration 4Q: 3 clusters Score -465453.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -465570.062500 Penalty: 4180.467285
	Iteration 5Q: 3 clusters Score -465570.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -465663.718750 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -465663.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -465744.593750 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -465744.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -465804.406250 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -465804.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -465849.906250 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -465849.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -465882.156250 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -465882.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -465915.718750 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -465915.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -465946.187500 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -465946.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -465973.531250 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -465973.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -465995.906250 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -465995.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -466013.000000 Penalty: 4180.467285
	Iteration 15Q: 3 clusters Score -466013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -466027.250000 Penalty: 4180.467285
	Iteration 16Q: 3 clusters Score -466027.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -466045.218750 Penalty: 4180.467285
	Iteration 17Q: 3 clusters Score -466045.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -466064.375000 Penalty: 4180.467285
	Iteration 18Q: 3 clusters Score -466064.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -466079.968750 Penalty: 4180.467285
	Iteration 19Q: 3 clusters Score -466080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -466093.000000 Penalty: 4180.467285
	Iteration 20F: 3 clusters Score -466093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -466107.375000 Penalty: 4180.467285
	Iteration 21Q: 3 clusters Score -466107.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -466121.625000 Penalty: 4180.467285
	Iteration 22Q: 3 clusters Score -466121.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -466133.312500 Penalty: 4180.467285
	Iteration 23Q: 3 clusters Score -466133.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -466141.968750 Penalty: 4180.467285
	Iteration 24Q: 3 clusters Score -466142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -466150.937500 Penalty: 4180.467285
	Iteration 25Q: 3 clusters Score -466150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -466164.781250 Penalty: 4180.467285
	Iteration 26Q: 3 clusters Score -466164.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -466184.406250 Penalty: 4180.467285
	Iteration 27Q: 3 clusters Score -466184.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -466203.531250 Penalty: 4180.467285
	Iteration 28Q: 3 clusters Score -466203.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -466220.656250 Penalty: 4180.467285
	Iteration 29Q: 3 clusters Score -466220.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -466233.281250 Penalty: 4180.467285
	Iteration 30Q: 3 clusters Score -466233.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -466243.062500 Penalty: 4180.467285
	Iteration 31Q: 3 clusters Score -466243.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -466250.687500 Penalty: 4180.467285
	Iteration 32Q: 3 clusters Score -466250.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -466257.687500 Penalty: 4180.467285
	Iteration 33Q: 3 clusters Score -466257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -466264.750000 Penalty: 4180.467285
	Iteration 34Q: 3 clusters Score -466264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -466273.656250 Penalty: 4180.467285
	Iteration 35Q: 3 clusters Score -466273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -466278.343750 Penalty: 4180.467285
	Iteration 36Q: 3 clusters Score -466278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -466279.812500 Penalty: 4180.467285
	Iteration 37Q: 3 clusters Score -466279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -466280.375000 Penalty: 4180.467285
	Iteration 38Q: 3 clusters Score -466280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -466280.375000 Penalty: 4180.467285
	Iteration 39F: 3 clusters Score -466280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -638558.562500 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -638558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -633025.437500 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -633025.4 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -634531.875000 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -634531.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -634828.750000 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -634828.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -635047.187500 Penalty: 4358.839355
	Iteration 3F: 3 clusters Score -635047.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -635205.937500 Penalty: 4358.839355
	Iteration 4Q: 3 clusters Score -635205.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -635337.375000 Penalty: 4358.839355
	Iteration 5Q: 3 clusters Score -635337.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -635450.812500 Penalty: 4358.839355
	Iteration 6Q: 3 clusters Score -635450.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -635558.375000 Penalty: 4358.839355
	Iteration 7Q: 3 clusters Score -635558.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -635624.062500 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -635624.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -635671.625000 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -635671.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -635706.500000 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -635706.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -635737.812500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -635737.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -635763.937500 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -635763.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -635790.375000 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -635790.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -635813.875000 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -635813.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -635831.812500 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -635831.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -635845.250000 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -635845.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -635861.875000 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -635861.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -635876.125000 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -635876.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -635890.750000 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -635890.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -635903.812500 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -635903.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -635913.125000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -635913.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -635918.750000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -635918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -635922.125000 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -635922.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -635927.500000 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -635927.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -635931.750000 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -635931.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -635937.375000 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -635937.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -635941.375000 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -635941.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -635948.687500 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -635948.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -635952.937500 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -635952.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -635956.562500 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -635956.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -635962.125000 Penalty: 4358.839355
	Iteration 31Q: 3 clusters Score -635962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -635965.187500 Penalty: 4358.839355
	Iteration 32Q: 3 clusters Score -635965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -635972.687500 Penalty: 4358.839355
	Iteration 33Q: 3 clusters Score -635972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -635976.000000 Penalty: 4358.839355
	Iteration 34Q: 3 clusters Score -635976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -635980.687500 Penalty: 4358.839355
	Iteration 35Q: 3 clusters Score -635980.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -635984.625000 Penalty: 4358.839355
	Iteration 36Q: 3 clusters Score -635984.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -635989.312500 Penalty: 4358.839355
	Iteration 37Q: 3 clusters Score -635989.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -635990.437500 Penalty: 4358.839355
	Iteration 38Q: 3 clusters Score -635990.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -635994.562500 Penalty: 4358.839355
	Iteration 39Q: 3 clusters Score -635994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -635997.375000 Penalty: 4358.839355
	Iteration 40F: 3 clusters Score -635997.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -635999.625000 Penalty: 4358.839355
	Iteration 41Q: 3 clusters Score -635999.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -636006.062500 Penalty: 4358.839355
	Iteration 42Q: 3 clusters Score -636006.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -636008.375000 Penalty: 4358.839355
	Iteration 43Q: 3 clusters Score -636008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -636010.562500 Penalty: 4358.839355
	Iteration 44Q: 3 clusters Score -636010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -636012.875000 Penalty: 4358.839355
	Iteration 45Q: 3 clusters Score -636012.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -636013.375000 Penalty: 4358.839355
	Iteration 46Q: 3 clusters Score -636013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -636015.437500 Penalty: 4358.839355
	Iteration 47Q: 3 clusters Score -636015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -636016.000000 Penalty: 4358.839355
	Iteration 48Q: 3 clusters Score -636016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -636018.375000 Penalty: 4358.839355
	Iteration 49Q: 3 clusters Score -636018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -636020.687500 Penalty: 4358.839355
	Iteration 50Q: 3 clusters Score -636020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -636021.000000 Penalty: 4358.839355
	Iteration 51Q: 3 clusters Score -636021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -636021.312500 Penalty: 4358.839355
	Iteration 52Q: 3 clusters Score -636021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -636022.750000 Penalty: 4358.839355
	Iteration 53Q: 3 clusters Score -636022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -636023.875000 Penalty: 4358.839355
	Iteration 54Q: 3 clusters Score -636023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -636024.937500 Penalty: 4358.839355
	Iteration 55Q: 3 clusters Score -636024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -636024.187500 Penalty: 4358.839355
	Iteration 56Q: 3 clusters Score -636024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -636025.312500 Penalty: 4358.839355
	Iteration 57Q: 3 clusters Score -636025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -636027.125000 Penalty: 4358.839355
	Iteration 58Q: 3 clusters Score -636027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -636026.500000 Penalty: 4358.839355
	Iteration 59Q: 3 clusters Score -636026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -636030.562500 Penalty: 4358.839355
	Iteration 60F: 3 clusters Score -636030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -636032.312500 Penalty: 4358.839355
	Iteration 61Q: 3 clusters Score -636032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -636031.437500 Penalty: 4358.839355
	Iteration 62Q: 3 clusters Score -636031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -636032.937500 Penalty: 4358.839355
	Iteration 63Q: 3 clusters Score -636032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -636035.250000 Penalty: 4358.839355
	Iteration 64Q: 3 clusters Score -636035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -636038.750000 Penalty: 4358.839355
	Iteration 65Q: 3 clusters Score -636038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -636040.187500 Penalty: 4358.839355
	Iteration 66Q: 3 clusters Score -636040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -636039.250000 Penalty: 4358.839355
	Iteration 67Q: 3 clusters Score -636039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -636043.375000 Penalty: 4358.839355
	Iteration 68Q: 3 clusters Score -636043.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -636045.250000 Penalty: 4358.839355
	Iteration 69Q: 3 clusters Score -636045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -636044.937500 Penalty: 4358.839355
	Iteration 70Q: 3 clusters Score -636044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -636046.812500 Penalty: 4358.839355
	Iteration 71Q: 3 clusters Score -636046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -636047.812500 Penalty: 4358.839355
	Iteration 72Q: 3 clusters Score -636047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -636051.125000 Penalty: 4358.839355
	Iteration 73Q: 3 clusters Score -636051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -636052.187500 Penalty: 4358.839355
	Iteration 74Q: 3 clusters Score -636052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -636053.375000 Penalty: 4358.839355
	Iteration 75Q: 3 clusters Score -636053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -636054.875000 Penalty: 4358.839355
	Iteration 76Q: 3 clusters Score -636054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -636054.687500 Penalty: 4358.839355
	Iteration 77Q: 3 clusters Score -636054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -636059.062500 Penalty: 4358.839355
	Iteration 78Q: 3 clusters Score -636059.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -636068.125000 Penalty: 4358.839355
	Iteration 79Q: 3 clusters Score -636068.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -636073.437500 Penalty: 4358.839355
	Iteration 80F: 3 clusters Score -636073.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -636076.187500 Penalty: 4358.839355
	Iteration 81Q: 3 clusters Score -636076.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -636080.187500 Penalty: 4358.839355
	Iteration 82Q: 3 clusters Score -636080.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -636085.437500 Penalty: 4358.839355
	Iteration 83Q: 3 clusters Score -636085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -636086.312500 Penalty: 4358.839355
	Iteration 84Q: 3 clusters Score -636086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -636090.500000 Penalty: 4358.839355
	Iteration 85Q: 3 clusters Score -636090.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -636096.812500 Penalty: 4358.839355
	Iteration 86Q: 3 clusters Score -636096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -636101.000000 Penalty: 4358.839355
	Iteration 87Q: 3 clusters Score -636101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -636105.500000 Penalty: 4358.839355
	Iteration 88Q: 3 clusters Score -636105.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -636109.437500 Penalty: 4358.839355
	Iteration 89Q: 3 clusters Score -636109.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -636112.250000 Penalty: 4358.839355
	Iteration 90Q: 3 clusters Score -636112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -636117.187500 Penalty: 4358.839355
	Iteration 91Q: 3 clusters Score -636117.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -636123.000000 Penalty: 4358.839355
	Iteration 92Q: 3 clusters Score -636123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -636126.187500 Penalty: 4358.839355
	Iteration 93Q: 3 clusters Score -636126.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -636128.125000 Penalty: 4358.839355
	Iteration 94Q: 3 clusters Score -636128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -636132.375000 Penalty: 4358.839355
	Iteration 95Q: 3 clusters Score -636132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -636135.000000 Penalty: 4358.839355
	Iteration 96Q: 3 clusters Score -636135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -636138.875000 Penalty: 4358.839355
	Iteration 97Q: 3 clusters Score -636138.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -636140.812500 Penalty: 4358.839355
	Iteration 98Q: 3 clusters Score -636140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -636142.750000 Penalty: 4358.839355
	Iteration 99Q: 3 clusters Score -636142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -636145.687500 Penalty: 4358.839355
	Iteration 100F: 3 clusters Score -636145.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -636147.500000 Penalty: 4358.839355
	Iteration 101Q: 3 clusters Score -636147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -636150.250000 Penalty: 4358.839355
	Iteration 102Q: 3 clusters Score -636150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -636151.000000 Penalty: 4358.839355
	Iteration 103Q: 3 clusters Score -636151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -636153.000000 Penalty: 4358.839355
	Iteration 104Q: 3 clusters Score -636153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -636152.875000 Penalty: 4358.839355
	Iteration 105Q: 3 clusters Score -636152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -636157.250000 Penalty: 4358.839355
	Iteration 106Q: 3 clusters Score -636157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -636158.500000 Penalty: 4358.839355
	Iteration 107Q: 3 clusters Score -636158.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -636164.687500 Penalty: 4358.839355
	Iteration 108Q: 3 clusters Score -636164.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -636167.750000 Penalty: 4358.839355
	Iteration 109Q: 3 clusters Score -636167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -636170.687500 Penalty: 4358.839355
	Iteration 110Q: 3 clusters Score -636170.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -636174.687500 Penalty: 4358.839355
	Iteration 111Q: 3 clusters Score -636174.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -636177.312500 Penalty: 4358.839355
	Iteration 112Q: 3 clusters Score -636177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -636178.187500 Penalty: 4358.839355
	Iteration 113Q: 3 clusters Score -636178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -636182.937500 Penalty: 4358.839355
	Iteration 114Q: 3 clusters Score -636182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -636185.750000 Penalty: 4358.839355
	Iteration 115Q: 3 clusters Score -636185.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -636190.875000 Penalty: 4358.839355
	Iteration 116Q: 3 clusters Score -636190.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -636195.250000 Penalty: 4358.839355
	Iteration 117Q: 3 clusters Score -636195.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -636198.562500 Penalty: 4358.839355
	Iteration 118Q: 3 clusters Score -636198.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -636201.437500 Penalty: 4358.839355
	Iteration 119Q: 3 clusters Score -636201.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -636207.500000 Penalty: 4358.839355
	Iteration 120F: 3 clusters Score -636207.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -636218.437500 Penalty: 4358.839355
	Iteration 121Q: 3 clusters Score -636218.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -636222.687500 Penalty: 4358.839355
	Iteration 122Q: 3 clusters Score -636222.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -636229.375000 Penalty: 4358.839355
	Iteration 123Q: 3 clusters Score -636229.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -636232.812500 Penalty: 4358.839355
	Iteration 124Q: 3 clusters Score -636232.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -636238.500000 Penalty: 4358.839355
	Iteration 125Q: 3 clusters Score -636238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -636243.375000 Penalty: 4358.839355
	Iteration 126Q: 3 clusters Score -636243.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -636252.437500 Penalty: 4358.839355
	Iteration 127Q: 3 clusters Score -636252.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -636254.937500 Penalty: 4358.839355
	Iteration 128Q: 3 clusters Score -636254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -636259.125000 Penalty: 4358.839355
	Iteration 129Q: 3 clusters Score -636259.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -636263.187500 Penalty: 4358.839355
	Iteration 130Q: 3 clusters Score -636263.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -636268.312500 Penalty: 4358.839355
	Iteration 131Q: 3 clusters Score -636268.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -636276.250000 Penalty: 4358.839355
	Iteration 132Q: 3 clusters Score -636276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -636284.375000 Penalty: 4358.839355
	Iteration 133Q: 3 clusters Score -636284.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -636298.500000 Penalty: 4358.839355
	Iteration 134Q: 3 clusters Score -636298.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -636314.125000 Penalty: 4358.839355
	Iteration 135Q: 3 clusters Score -636314.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -636327.500000 Penalty: 4358.839355
	Iteration 136Q: 3 clusters Score -636327.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -636340.062500 Penalty: 4358.839355
	Iteration 137Q: 3 clusters Score -636340.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -636350.875000 Penalty: 4358.839355
	Iteration 138Q: 3 clusters Score -636350.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -636358.437500 Penalty: 4358.839355
	Iteration 139Q: 3 clusters Score -636358.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -636367.875000 Penalty: 4358.839355
	Iteration 140F: 3 clusters Score -636367.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -636373.812500 Penalty: 4358.839355
	Iteration 141Q: 3 clusters Score -636373.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -636379.875000 Penalty: 4358.839355
	Iteration 142Q: 3 clusters Score -636379.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -636387.500000 Penalty: 4358.839355
	Iteration 143Q: 3 clusters Score -636387.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -636393.187500 Penalty: 4358.839355
	Iteration 144Q: 3 clusters Score -636393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -636396.187500 Penalty: 4358.839355
	Iteration 145Q: 3 clusters Score -636396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -636400.937500 Penalty: 4358.839355
	Iteration 146Q: 3 clusters Score -636400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -636406.437500 Penalty: 4358.839355
	Iteration 147Q: 3 clusters Score -636406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -636411.312500 Penalty: 4358.839355
	Iteration 148Q: 3 clusters Score -636411.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -636419.312500 Penalty: 4358.839355
	Iteration 149Q: 3 clusters Score -636419.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -636430.687500 Penalty: 4358.839355
	Iteration 150Q: 3 clusters Score -636430.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -636444.812500 Penalty: 4358.839355
	Iteration 151Q: 3 clusters Score -636444.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -636467.437500 Penalty: 4358.839355
	Iteration 152Q: 3 clusters Score -636467.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -636478.125000 Penalty: 4358.839355
	Iteration 153Q: 3 clusters Score -636478.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -636493.375000 Penalty: 4358.839355
	Iteration 154Q: 3 clusters Score -636493.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -636508.562500 Penalty: 4358.839355
	Iteration 155Q: 3 clusters Score -636508.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -636521.812500 Penalty: 4358.839355
	Iteration 156Q: 3 clusters Score -636521.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -636533.875000 Penalty: 4358.839355
	Iteration 157Q: 3 clusters Score -636533.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -636547.875000 Penalty: 4358.839355
	Iteration 158Q: 3 clusters Score -636547.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -636558.937500 Penalty: 4358.839355
	Iteration 159Q: 3 clusters Score -636558.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -636574.437500 Penalty: 4358.839355
	Iteration 160F: 3 clusters Score -636574.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -636585.937500 Penalty: 4358.839355
	Iteration 161Q: 3 clusters Score -636585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -636593.687500 Penalty: 4358.839355
	Iteration 162Q: 3 clusters Score -636593.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -636599.875000 Penalty: 4358.839355
	Iteration 163Q: 3 clusters Score -636599.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -636608.062500 Penalty: 4358.839355
	Iteration 164Q: 3 clusters Score -636608.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -636614.125000 Penalty: 4358.839355
	Iteration 165Q: 3 clusters Score -636614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -636619.250000 Penalty: 4358.839355
	Iteration 166Q: 3 clusters Score -636619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -636623.437500 Penalty: 4358.839355
	Iteration 167Q: 3 clusters Score -636623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -636625.812500 Penalty: 4358.839355
	Iteration 168Q: 3 clusters Score -636625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -636627.812500 Penalty: 4358.839355
	Iteration 169Q: 3 clusters Score -636627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -636628.250000 Penalty: 4358.839355
	Iteration 170Q: 3 clusters Score -636628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -636630.250000 Penalty: 4358.839355
	Iteration 171Q: 3 clusters Score -636630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -636632.500000 Penalty: 4358.839355
	Iteration 172Q: 3 clusters Score -636632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -636633.562500 Penalty: 4358.839355
	Iteration 173Q: 3 clusters Score -636633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -636634.937500 Penalty: 4358.839355
	Iteration 174Q: 3 clusters Score -636634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -636637.500000 Penalty: 4358.839355
	Iteration 175Q: 3 clusters Score -636637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -636638.687500 Penalty: 4358.839355
	Iteration 176Q: 3 clusters Score -636638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -636639.250000 Penalty: 4358.839355
	Iteration 177Q: 3 clusters Score -636639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -636638.062500 Penalty: 4358.839355
	Iteration 178Q: 3 clusters Score -636638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -636638.937500 Penalty: 4358.839355
	Iteration 179Q: 3 clusters Score -636638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -636638.375000 Penalty: 4358.839355
	Iteration 180F: 3 clusters Score -636638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -332124.125000 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -332124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -328552.656250 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -328552.7 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -329336.343750 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -329336.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -329541.500000 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -329541.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -329719.406250 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -329719.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -329864.656250 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -329864.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -329969.843750 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -329969.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -330047.250000 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -330047.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -330115.812500 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -330115.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -330184.593750 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -330184.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -330255.562500 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -330255.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -330337.281250 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -330337.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -330410.312500 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -330410.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -330479.062500 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -330479.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -330539.875000 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -330539.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -330591.593750 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -330591.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -330636.312500 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -330636.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -330677.406250 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -330677.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -330722.968750 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -330723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -330762.343750 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -330762.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -330791.125000 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -330791.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -330822.718750 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -330822.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -330853.156250 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -330853.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -330877.437500 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -330877.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -330900.312500 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -330900.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -330924.093750 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -330924.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -330952.437500 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -330952.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -330969.781250 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -330969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -330983.500000 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -330983.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -330993.750000 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -330993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -330995.625000 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -330995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -330998.218750 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -330998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -331000.343750 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -331000.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -331004.093750 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -331004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -331005.843750 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -331005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -331008.656250 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -331008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -331010.031250 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -331010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -331011.718750 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -331011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -331012.156250 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -331012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -331012.156250 Penalty: 4056.187012
	Iteration 38F: 3 clusters Score -331012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -206002.281250 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -206002.3 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 1303 members 
Entering Unmasked Estep 
Score: -203060.875000 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -203060.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -204140.640625 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -204140.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -204665.062500 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -204665.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -205007.656250 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -205007.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -205208.953125 Penalty: 3900.752197
	Iteration 4F: 3 clusters Score -205209 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205324.265625 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -205324.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -205414.390625 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -205414.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -205488.828125 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -205488.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205533.281250 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -205533.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -205570.984375 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -205571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -205593.781250 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -205593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -205607.328125 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -205607.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205619.093750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -205619.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205624.359375 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -205624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205627.359375 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -205627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205629.718750 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -205629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205631.843750 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -205631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205632.312500 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -205632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205632.312500 Penalty: 3900.752197
	Iteration 18F: 3 clusters Score -205632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -592310.000000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -592310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -587202.500000 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -587202.5 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -588483.750000 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -588483.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -588715.250000 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -588715.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -588835.125000 Penalty: 4306.875000
	Iteration 3Q: 3 clusters Score -588835.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -588911.562500 Penalty: 4306.875000
	Iteration 4Q: 3 clusters Score -588911.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -588968.500000 Penalty: 4306.875000
	Iteration 5Q: 3 clusters Score -588968.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -589018.437500 Penalty: 4306.875000
	Iteration 6Q: 3 clusters Score -589018.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -589065.625000 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -589065.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -589102.562500 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -589102.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -589133.250000 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -589133.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -589156.062500 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -589156.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -589179.687500 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -589179.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -589203.250000 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -589203.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -589221.562500 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -589221.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -589231.500000 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -589231.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -589240.875000 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -589240.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -589250.812500 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -589250.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -589257.687500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -589257.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -589260.375000 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -589260.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -589265.125000 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -589265.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -589272.812500 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -589272.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -589282.812500 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -589282.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -589294.500000 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -589294.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -589304.250000 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -589304.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -589311.312500 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -589311.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -589318.125000 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -589318.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -589325.812500 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -589325.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -589333.000000 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -589333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -589340.250000 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -589340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -589348.812500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -589348.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -589361.250000 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -589361.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -589375.312500 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -589375.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -589388.125000 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -589388.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -589400.687500 Penalty: 4306.875000
	Iteration 33Q: 3 clusters Score -589400.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -589412.687500 Penalty: 4306.875000
	Iteration 34Q: 3 clusters Score -589412.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -589419.687500 Penalty: 4306.875000
	Iteration 35Q: 3 clusters Score -589419.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -589427.937500 Penalty: 4306.875000
	Iteration 36Q: 3 clusters Score -589427.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -589443.562500 Penalty: 4306.875000
	Iteration 37Q: 3 clusters Score -589443.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -589460.250000 Penalty: 4306.875000
	Iteration 38Q: 3 clusters Score -589460.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -589475.687500 Penalty: 4306.875000
	Iteration 39Q: 3 clusters Score -589475.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -589496.187500 Penalty: 4306.875000
	Iteration 40F: 3 clusters Score -589496.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -589519.250000 Penalty: 4306.875000
	Iteration 41Q: 3 clusters Score -589519.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -589538.875000 Penalty: 4306.875000
	Iteration 42Q: 3 clusters Score -589538.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -589561.312500 Penalty: 4306.875000
	Iteration 43Q: 3 clusters Score -589561.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -589587.187500 Penalty: 4306.875000
	Iteration 44Q: 3 clusters Score -589587.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -589609.437500 Penalty: 4306.875000
	Iteration 45Q: 3 clusters Score -589609.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -589637.000000 Penalty: 4306.875000
	Iteration 46Q: 3 clusters Score -589637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -589680.937500 Penalty: 4306.875000
	Iteration 47Q: 3 clusters Score -589680.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -589732.500000 Penalty: 4306.875000
	Iteration 48Q: 3 clusters Score -589732.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -589786.312500 Penalty: 4306.875000
	Iteration 49Q: 3 clusters Score -589786.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -589837.250000 Penalty: 4306.875000
	Iteration 50Q: 3 clusters Score -589837.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -589906.187500 Penalty: 4306.875000
	Iteration 51Q: 3 clusters Score -589906.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -589967.500000 Penalty: 4306.875000
	Iteration 52Q: 3 clusters Score -589967.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -590020.437500 Penalty: 4306.875000
	Iteration 53Q: 3 clusters Score -590020.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -590079.000000 Penalty: 4306.875000
	Iteration 54Q: 3 clusters Score -590079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -590121.937500 Penalty: 4306.875000
	Iteration 55Q: 3 clusters Score -590121.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -590165.375000 Penalty: 4306.875000
	Iteration 56Q: 3 clusters Score -590165.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -590199.312500 Penalty: 4306.875000
	Iteration 57Q: 3 clusters Score -590199.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -590232.250000 Penalty: 4306.875000
	Iteration 58Q: 3 clusters Score -590232.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -590259.937500 Penalty: 4306.875000
	Iteration 59Q: 3 clusters Score -590259.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -590285.750000 Penalty: 4306.875000
	Iteration 60F: 3 clusters Score -590285.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -590306.125000 Penalty: 4306.875000
	Iteration 61Q: 3 clusters Score -590306.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -590327.187500 Penalty: 4306.875000
	Iteration 62Q: 3 clusters Score -590327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -590342.000000 Penalty: 4306.875000
	Iteration 63Q: 3 clusters Score -590342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -590353.625000 Penalty: 4306.875000
	Iteration 64Q: 3 clusters Score -590353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -590367.562500 Penalty: 4306.875000
	Iteration 65Q: 3 clusters Score -590367.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -590375.687500 Penalty: 4306.875000
	Iteration 66Q: 3 clusters Score -590375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -590381.312500 Penalty: 4306.875000
	Iteration 67Q: 3 clusters Score -590381.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -590390.187500 Penalty: 4306.875000
	Iteration 68Q: 3 clusters Score -590390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -590397.625000 Penalty: 4306.875000
	Iteration 69Q: 3 clusters Score -590397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -590402.375000 Penalty: 4306.875000
	Iteration 70Q: 3 clusters Score -590402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -590407.000000 Penalty: 4306.875000
	Iteration 71Q: 3 clusters Score -590407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -590410.062500 Penalty: 4306.875000
	Iteration 72Q: 3 clusters Score -590410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -590413.437500 Penalty: 4306.875000
	Iteration 73Q: 3 clusters Score -590413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -590418.000000 Penalty: 4306.875000
	Iteration 74Q: 3 clusters Score -590418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -590418.875000 Penalty: 4306.875000
	Iteration 75Q: 3 clusters Score -590418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -590420.375000 Penalty: 4306.875000
	Iteration 76Q: 3 clusters Score -590420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -590422.250000 Penalty: 4306.875000
	Iteration 77Q: 3 clusters Score -590422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -590428.437500 Penalty: 4306.875000
	Iteration 78Q: 3 clusters Score -590428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -590432.500000 Penalty: 4306.875000
	Iteration 79Q: 3 clusters Score -590432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -590432.625000 Penalty: 4306.875000
	Iteration 80F: 3 clusters Score -590432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -590434.812500 Penalty: 4306.875000
	Iteration 81Q: 3 clusters Score -590434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -590436.000000 Penalty: 4306.875000
	Iteration 82Q: 3 clusters Score -590436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -590437.187500 Penalty: 4306.875000
	Iteration 83Q: 3 clusters Score -590437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -590440.125000 Penalty: 4306.875000
	Iteration 84Q: 3 clusters Score -590440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -590440.125000 Penalty: 4306.875000
	Iteration 85F: 3 clusters Score -590440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -133009.031250 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -133009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130751.085938 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -130751.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -131125.578125 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -131125.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131253.046875 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -131253 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131324.531250 Penalty: 3616.323486
	Iteration 3Q: 3 clusters Score -131324.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131378.484375 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -131378.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131420.750000 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -131420.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131447.375000 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -131447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131460.734375 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -131460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131466.968750 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -131467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131471.953125 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -131472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131476.703125 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -131476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131478.187500 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -131478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131478.187500 Penalty: 3616.323486
	Iteration 12F: 3 clusters Score -131478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Entering Unmasked Estep 
Score: -3350449.750000 Penalty: 2583.964355
	Iteration 0F: 2 clusters Score -3350450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3327514.750000 Penalty: 5167.928711
	Iteration 0F: 3 clusters Score -3327515 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3335998.000000 Penalty: 5167.928711
	Iteration 1F: 3 clusters Score -3335998 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3336537.500000 Penalty: 5167.928711
	Iteration 2Q: 3 clusters Score -3336538 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3337065.250000 Penalty: 5167.928711
	Iteration 3Q: 3 clusters Score -3337065 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3337617.750000 Penalty: 5167.928711
	Iteration 4Q: 3 clusters Score -3337618 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3338239.000000 Penalty: 5167.928711
	Iteration 5Q: 3 clusters Score -3338239 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3339070.000000 Penalty: 5167.928711
	Iteration 6Q: 3 clusters Score -3339070 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3340167.250000 Penalty: 5167.928711
	Iteration 7F: 3 clusters Score -3340167 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3341539.500000 Penalty: 5167.928711
	Iteration 8F: 3 clusters Score -3341540 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3343112.750000 Penalty: 5167.928711
	Iteration 9F: 3 clusters Score -3343113 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3344627.500000 Penalty: 5167.928711
	Iteration 10F: 3 clusters Score -3344628 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3345831.250000 Penalty: 5167.928711
	Iteration 11Q: 3 clusters Score -3345831 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3346704.000000 Penalty: 5167.928711
	Iteration 12Q: 3 clusters Score -3346704 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3347290.500000 Penalty: 5167.928711
	Iteration 13Q: 3 clusters Score -3347290 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3347646.000000 Penalty: 5167.928711
	Iteration 14Q: 3 clusters Score -3347646 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3347877.750000 Penalty: 5167.928711
	Iteration 15Q: 3 clusters Score -3347878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3348020.250000 Penalty: 5167.928711
	Iteration 16Q: 3 clusters Score -3348020 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3348116.500000 Penalty: 5167.928711
	Iteration 17Q: 3 clusters Score -3348116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3348177.500000 Penalty: 5167.928711
	Iteration 18Q: 3 clusters Score -3348178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3348213.000000 Penalty: 5167.928711
	Iteration 19Q: 3 clusters Score -3348213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3348243.500000 Penalty: 5167.928711
	Iteration 20F: 3 clusters Score -3348244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3348259.250000 Penalty: 5167.928711
	Iteration 21Q: 3 clusters Score -3348259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3348284.250000 Penalty: 5167.928711
	Iteration 22Q: 3 clusters Score -3348284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3348293.500000 Penalty: 5167.928711
	Iteration 23Q: 3 clusters Score -3348294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3348299.000000 Penalty: 5167.928711
	Iteration 24Q: 3 clusters Score -3348299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3348302.750000 Penalty: 5167.928711
	Iteration 25Q: 3 clusters Score -3348303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3348307.500000 Penalty: 5167.928711
	Iteration 26Q: 3 clusters Score -3348308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3348318.750000 Penalty: 5167.928711
	Iteration 27Q: 3 clusters Score -3348319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3348315.000000 Penalty: 5167.928711
	Iteration 28Q: 3 clusters Score -3348315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3348317.000000 Penalty: 5167.928711
	Iteration 29Q: 3 clusters Score -3348317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3348318.750000 Penalty: 5167.928711
	Iteration 30Q: 3 clusters Score -3348319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3348329.500000 Penalty: 5167.928711
	Iteration 31Q: 3 clusters Score -3348330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3348331.500000 Penalty: 5167.928711
	Iteration 32Q: 3 clusters Score -3348332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3348330.250000 Penalty: 5167.928711
	Iteration 33Q: 3 clusters Score -3348330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3348329.250000 Penalty: 5167.928711
	Iteration 34Q: 3 clusters Score -3348329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3348333.750000 Penalty: 5167.928711
	Iteration 35Q: 3 clusters Score -3348334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3348337.250000 Penalty: 5167.928711
	Iteration 36Q: 3 clusters Score -3348337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3348336.750000 Penalty: 5167.928711
	Iteration 37Q: 3 clusters Score -3348337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3348335.250000 Penalty: 5167.928711
	Iteration 38Q: 3 clusters Score -3348335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3348343.250000 Penalty: 5167.928711
	Iteration 39Q: 3 clusters Score -3348343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3348342.250000 Penalty: 5167.928711
	Iteration 40F: 3 clusters Score -3348342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3348344.250000 Penalty: 5167.928711
	Iteration 41Q: 3 clusters Score -3348344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3348347.750000 Penalty: 5167.928711
	Iteration 42Q: 3 clusters Score -3348348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3348349.250000 Penalty: 5167.928711
	Iteration 43Q: 3 clusters Score -3348349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3348350.000000 Penalty: 5167.928711
	Iteration 44Q: 3 clusters Score -3348350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3348350.000000 Penalty: 5167.928711
	Iteration 45Q: 3 clusters Score -3348350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3348352.000000 Penalty: 5167.928711
	Iteration 46Q: 3 clusters Score -3348352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3348352.000000 Penalty: 5167.928711
	Iteration 47F: 3 clusters Score -3348352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Entering Unmasked Estep 
Score: -960391.687500 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -960391.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -952685.875000 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -952685.9 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -954877.625000 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -954877.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -955249.437500 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -955249.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -955575.312500 Penalty: 4570.457031
	Iteration 3F: 3 clusters Score -955575.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -955908.187500 Penalty: 4570.457031
	Iteration 4F: 3 clusters Score -955908.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -956273.062500 Penalty: 4570.457031
	Iteration 5F: 3 clusters Score -956273.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -956674.937500 Penalty: 4570.457031
	Iteration 6F: 3 clusters Score -956674.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -957122.937500 Penalty: 4570.457031
	Iteration 7F: 3 clusters Score -957122.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -957548.250000 Penalty: 4570.457031
	Iteration 8Q: 3 clusters Score -957548.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -957933.062500 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -957933.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -958188.562500 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -958188.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -958364.312500 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -958364.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -958483.750000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -958483.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -958550.875000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -958550.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -958612.250000 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -958612.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -958653.437500 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -958653.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -958686.562500 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -958686.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -958712.437500 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -958712.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -958731.562500 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -958731.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -958754.000000 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -958754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -958767.812500 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -958767.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -958778.187500 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -958778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -958787.375000 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -958787.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -958792.750000 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -958792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -958799.125000 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -958799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -958805.250000 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -958805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -958807.125000 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -958807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -958807.000000 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -958807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -958809.375000 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -958809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -958809.437500 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -958809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -958811.687500 Penalty: 4570.457031
	Iteration 30Q: 3 clusters Score -958811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -958813.000000 Penalty: 4570.457031
	Iteration 31Q: 3 clusters Score -958813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -958812.937500 Penalty: 4570.457031
	Iteration 32Q: 3 clusters Score -958812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -958812.000000 Penalty: 4570.457031
	Iteration 33Q: 3 clusters Score -958812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -958812.000000 Penalty: 4570.457031
	Iteration 34F: 3 clusters Score -958812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -240516.484375 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -240516.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -237427.562500 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -237427.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -238018.187500 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -238018.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238183.796875 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -238183.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -238301.906250 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -238301.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -238408.750000 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -238408.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -238498.390625 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -238498.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -238565.484375 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -238565.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238631.156250 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -238631.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -238694.453125 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -238694.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -238768.343750 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -238768.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -238849.000000 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -238849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -238902.578125 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -238902.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -238965.000000 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -238965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -239021.828125 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -239021.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -239073.312500 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -239073.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -239132.953125 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -239133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -239185.203125 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -239185.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -239242.937500 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -239242.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -239290.906250 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -239290.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -239324.343750 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -239324.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -239347.640625 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -239347.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -239358.328125 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -239358.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -239365.718750 Penalty: 3912.800049
	Iteration 22Q: 3 clusters Score -239365.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -239372.609375 Penalty: 3912.800049
	Iteration 23Q: 3 clusters Score -239372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -239376.187500 Penalty: 3912.800049
	Iteration 24Q: 3 clusters Score -239376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -239377.312500 Penalty: 3912.800049
	Iteration 25Q: 3 clusters Score -239377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -239377.921875 Penalty: 3912.800049
	Iteration 26Q: 3 clusters Score -239377.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -239377.921875 Penalty: 3912.800049
	Iteration 27F: 3 clusters Score -239377.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -72066.359375 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -72066.36 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 421 members 
Entering Unmasked Estep 
Score: -70233.796875 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -70233.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70505.640625 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -70505.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70590.289062 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -70590.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70644.187500 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -70644.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70673.460938 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -70673.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70696.203125 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -70696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70704.437500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -70704.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70709.046875 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -70709.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70716.234375 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -70716.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70717.031250 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -70717.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70717.031250 Penalty: 3344.468994
	Iteration 10F: 3 clusters Score -70717.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -981822.437500 Penalty: 2274.943115
	Iteration 0F: 2 clusters Score -981822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -974384.125000 Penalty: 4549.886230
	Iteration 0F: 3 clusters Score -974384.1 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -976624.687500 Penalty: 4549.886230
	Iteration 1F: 3 clusters Score -976624.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -976984.875000 Penalty: 4549.886230
	Iteration 2F: 3 clusters Score -976984.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -977285.812500 Penalty: 4549.886230
	Iteration 3F: 3 clusters Score -977285.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -977588.750000 Penalty: 4549.886230
	Iteration 4F: 3 clusters Score -977588.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -977922.000000 Penalty: 4549.886230
	Iteration 5F: 3 clusters Score -977922 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -978246.187500 Penalty: 4549.886230
	Iteration 6F: 3 clusters Score -978246.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -978519.250000 Penalty: 4549.886230
	Iteration 7Q: 3 clusters Score -978519.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -978746.062500 Penalty: 4549.886230
	Iteration 8Q: 3 clusters Score -978746.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -978948.375000 Penalty: 4549.886230
	Iteration 9Q: 3 clusters Score -978948.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -979083.375000 Penalty: 4549.886230
	Iteration 10Q: 3 clusters Score -979083.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -979184.187500 Penalty: 4549.886230
	Iteration 11Q: 3 clusters Score -979184.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -979269.375000 Penalty: 4549.886230
	Iteration 12Q: 3 clusters Score -979269.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -979333.000000 Penalty: 4549.886230
	Iteration 13Q: 3 clusters Score -979333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -979383.687500 Penalty: 4549.886230
	Iteration 14Q: 3 clusters Score -979383.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -979423.375000 Penalty: 4549.886230
	Iteration 15Q: 3 clusters Score -979423.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -979453.937500 Penalty: 4549.886230
	Iteration 16Q: 3 clusters Score -979453.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -979485.375000 Penalty: 4549.886230
	Iteration 17Q: 3 clusters Score -979485.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -979503.312500 Penalty: 4549.886230
	Iteration 18Q: 3 clusters Score -979503.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -979518.062500 Penalty: 4549.886230
	Iteration 19Q: 3 clusters Score -979518.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -979534.375000 Penalty: 4549.886230
	Iteration 20F: 3 clusters Score -979534.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -979545.937500 Penalty: 4549.886230
	Iteration 21Q: 3 clusters Score -979545.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -979554.750000 Penalty: 4549.886230
	Iteration 22Q: 3 clusters Score -979554.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -979566.000000 Penalty: 4549.886230
	Iteration 23Q: 3 clusters Score -979566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -979574.375000 Penalty: 4549.886230
	Iteration 24Q: 3 clusters Score -979574.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -979583.875000 Penalty: 4549.886230
	Iteration 25Q: 3 clusters Score -979583.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -979595.562500 Penalty: 4549.886230
	Iteration 26Q: 3 clusters Score -979595.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -979601.062500 Penalty: 4549.886230
	Iteration 27Q: 3 clusters Score -979601.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -979607.312500 Penalty: 4549.886230
	Iteration 28Q: 3 clusters Score -979607.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -979613.250000 Penalty: 4549.886230
	Iteration 29Q: 3 clusters Score -979613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -979617.312500 Penalty: 4549.886230
	Iteration 30Q: 3 clusters Score -979617.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -979622.125000 Penalty: 4549.886230
	Iteration 31Q: 3 clusters Score -979622.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -979629.000000 Penalty: 4549.886230
	Iteration 32Q: 3 clusters Score -979629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -979638.375000 Penalty: 4549.886230
	Iteration 33Q: 3 clusters Score -979638.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -979649.687500 Penalty: 4549.886230
	Iteration 34Q: 3 clusters Score -979649.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -979656.500000 Penalty: 4549.886230
	Iteration 35Q: 3 clusters Score -979656.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -979667.937500 Penalty: 4549.886230
	Iteration 36Q: 3 clusters Score -979667.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -979678.562500 Penalty: 4549.886230
	Iteration 37Q: 3 clusters Score -979678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -979694.937500 Penalty: 4549.886230
	Iteration 38Q: 3 clusters Score -979694.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -979700.750000 Penalty: 4549.886230
	Iteration 39Q: 3 clusters Score -979700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -979706.187500 Penalty: 4549.886230
	Iteration 40F: 3 clusters Score -979706.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -979710.062500 Penalty: 4549.886230
	Iteration 41Q: 3 clusters Score -979710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -979715.812500 Penalty: 4549.886230
	Iteration 42Q: 3 clusters Score -979715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -979716.125000 Penalty: 4549.886230
	Iteration 43Q: 3 clusters Score -979716.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -979724.687500 Penalty: 4549.886230
	Iteration 44Q: 3 clusters Score -979724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -979729.875000 Penalty: 4549.886230
	Iteration 45Q: 3 clusters Score -979729.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -979739.375000 Penalty: 4549.886230
	Iteration 46Q: 3 clusters Score -979739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -979744.375000 Penalty: 4549.886230
	Iteration 47Q: 3 clusters Score -979744.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -979750.187500 Penalty: 4549.886230
	Iteration 48Q: 3 clusters Score -979750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -979757.750000 Penalty: 4549.886230
	Iteration 49Q: 3 clusters Score -979757.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -979761.750000 Penalty: 4549.886230
	Iteration 50Q: 3 clusters Score -979761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -979768.812500 Penalty: 4549.886230
	Iteration 51Q: 3 clusters Score -979768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -979773.812500 Penalty: 4549.886230
	Iteration 52Q: 3 clusters Score -979773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -979776.687500 Penalty: 4549.886230
	Iteration 53Q: 3 clusters Score -979776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -979785.687500 Penalty: 4549.886230
	Iteration 54Q: 3 clusters Score -979785.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -979790.937500 Penalty: 4549.886230
	Iteration 55Q: 3 clusters Score -979790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -979799.562500 Penalty: 4549.886230
	Iteration 56Q: 3 clusters Score -979799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -979806.875000 Penalty: 4549.886230
	Iteration 57Q: 3 clusters Score -979806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -979814.812500 Penalty: 4549.886230
	Iteration 58Q: 3 clusters Score -979814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -979817.562500 Penalty: 4549.886230
	Iteration 59Q: 3 clusters Score -979817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -979819.625000 Penalty: 4549.886230
	Iteration 60F: 3 clusters Score -979819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -979823.250000 Penalty: 4549.886230
	Iteration 61Q: 3 clusters Score -979823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -979823.750000 Penalty: 4549.886230
	Iteration 62Q: 3 clusters Score -979823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -979824.125000 Penalty: 4549.886230
	Iteration 63Q: 3 clusters Score -979824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -979824.125000 Penalty: 4549.886230
	Iteration 64Q: 3 clusters Score -979824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -979824.125000 Penalty: 4549.886230
	Iteration 65F: 3 clusters Score -979824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -251473.000000 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -251473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -248406.078125 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -248406.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -248971.859375 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -248971.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -249108.109375 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -249108.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -249222.531250 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -249222.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249337.796875 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -249337.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249432.125000 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -249432.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249537.046875 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -249537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -249624.515625 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -249624.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249721.453125 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -249721.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249800.859375 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -249800.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -249880.031250 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -249880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -249930.750000 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -249930.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -249967.578125 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -249967.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -250001.437500 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -250001.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -250042.468750 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -250042.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -250086.296875 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -250086.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -250133.593750 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -250133.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -250161.031250 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -250161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -250181.625000 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -250181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -250198.437500 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -250198.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -250219.796875 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -250219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -250242.046875 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -250242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250265.921875 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -250265.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -250288.375000 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -250288.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -250311.921875 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -250311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -250338.875000 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -250338.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -250363.984375 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -250364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -250402.984375 Penalty: 3928.000732
	Iteration 27Q: 3 clusters Score -250403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -250455.171875 Penalty: 3928.000732
	Iteration 28Q: 3 clusters Score -250455.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -250540.281250 Penalty: 3928.000732
	Iteration 29Q: 3 clusters Score -250540.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -250628.578125 Penalty: 3928.000732
	Iteration 30Q: 3 clusters Score -250628.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -250725.015625 Penalty: 3928.000732
	Iteration 31Q: 3 clusters Score -250725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250861.953125 Penalty: 3928.000732
	Iteration 32Q: 3 clusters Score -250862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -251029.281250 Penalty: 3928.000732
	Iteration 33Q: 3 clusters Score -251029.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251209.578125 Penalty: 3928.000732
	Iteration 34Q: 3 clusters Score -251209.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -251427.828125 Penalty: 3928.000732
	Iteration 35Q: 3 clusters Score -251427.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -251583.765625 Penalty: 3928.000732
	Iteration 36Q: 3 clusters Score -251583.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251640.875000 Penalty: 3928.000732
	Iteration 37Q: 3 clusters Score -251640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -251659.750000 Penalty: 3928.000732
	Iteration 38Q: 3 clusters Score -251659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -251668.343750 Penalty: 3928.000732
	Iteration 39Q: 3 clusters Score -251668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -251669.234375 Penalty: 3928.000732
	Iteration 40F: 3 clusters Score -251669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -251670.453125 Penalty: 3928.000732
	Iteration 41Q: 3 clusters Score -251670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -251670.453125 Penalty: 3928.000732
	Iteration 42F: 3 clusters Score -251670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14932 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 13650 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62479 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 42807 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4294 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11015 members 
Mstep: Class 43 contains 15438 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3697 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Mstep: Class 50 contains 958 members 
Entering Unmasked Estep 
Score: -58917412.000000 Penalty: 165509.984375
Splitting cluster 38 changes total score from -58918576.000000 to -58917412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (14083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Entering Unmasked Estep 
Score: -1384658.250000 Penalty: 2369.075439
	Iteration 0F: 2 clusters Score -1384658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1374471.000000 Penalty: 4738.150879
	Iteration 0F: 3 clusters Score -1374471 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1377590.250000 Penalty: 4738.150879
	Iteration 1F: 3 clusters Score -1377590 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1377940.000000 Penalty: 4738.150879
	Iteration 2F: 3 clusters Score -1377940 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1378211.875000 Penalty: 4738.150879
	Iteration 3Q: 3 clusters Score -1378212 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1378414.750000 Penalty: 4738.150879
	Iteration 4Q: 3 clusters Score -1378415 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1378605.125000 Penalty: 4738.150879
	Iteration 5Q: 3 clusters Score -1378605 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1378787.125000 Penalty: 4738.150879
	Iteration 6Q: 3 clusters Score -1378787 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1378966.000000 Penalty: 4738.150879
	Iteration 7Q: 3 clusters Score -1378966 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1379165.000000 Penalty: 4738.150879
	Iteration 8Q: 3 clusters Score -1379165 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1379393.125000 Penalty: 4738.150879
	Iteration 9Q: 3 clusters Score -1379393 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1379639.125000 Penalty: 4738.150879
	Iteration 10Q: 3 clusters Score -1379639 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1379886.250000 Penalty: 4738.150879
	Iteration 11Q: 3 clusters Score -1379886 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1380178.375000 Penalty: 4738.150879
	Iteration 12Q: 3 clusters Score -1380178 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1380520.125000 Penalty: 4738.150879
	Iteration 13Q: 3 clusters Score -1380520 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1380849.375000 Penalty: 4738.150879
	Iteration 14Q: 3 clusters Score -1380849 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1381190.625000 Penalty: 4738.150879
	Iteration 15Q: 3 clusters Score -1381191 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1381438.000000 Penalty: 4738.150879
	Iteration 16Q: 3 clusters Score -1381438 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1381617.875000 Penalty: 4738.150879
	Iteration 17Q: 3 clusters Score -1381618 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1381752.625000 Penalty: 4738.150879
	Iteration 18Q: 3 clusters Score -1381753 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1381829.500000 Penalty: 4738.150879
	Iteration 19Q: 3 clusters Score -1381830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1381878.875000 Penalty: 4738.150879
	Iteration 20F: 3 clusters Score -1381879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1381920.000000 Penalty: 4738.150879
	Iteration 21Q: 3 clusters Score -1381920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1381948.000000 Penalty: 4738.150879
	Iteration 22Q: 3 clusters Score -1381948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1381972.625000 Penalty: 4738.150879
	Iteration 23Q: 3 clusters Score -1381973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1381995.000000 Penalty: 4738.150879
	Iteration 24Q: 3 clusters Score -1381995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1382019.250000 Penalty: 4738.150879
	Iteration 25Q: 3 clusters Score -1382019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1382041.250000 Penalty: 4738.150879
	Iteration 26Q: 3 clusters Score -1382041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1382060.375000 Penalty: 4738.150879
	Iteration 27Q: 3 clusters Score -1382060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1382082.000000 Penalty: 4738.150879
	Iteration 28Q: 3 clusters Score -1382082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1382093.125000 Penalty: 4738.150879
	Iteration 29Q: 3 clusters Score -1382093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1382101.375000 Penalty: 4738.150879
	Iteration 30Q: 3 clusters Score -1382101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1382103.500000 Penalty: 4738.150879
	Iteration 31Q: 3 clusters Score -1382104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1382109.125000 Penalty: 4738.150879
	Iteration 32Q: 3 clusters Score -1382109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1382120.500000 Penalty: 4738.150879
	Iteration 33Q: 3 clusters Score -1382120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1382128.250000 Penalty: 4738.150879
	Iteration 34Q: 3 clusters Score -1382128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1382132.125000 Penalty: 4738.150879
	Iteration 35Q: 3 clusters Score -1382132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1382139.375000 Penalty: 4738.150879
	Iteration 36Q: 3 clusters Score -1382139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1382143.750000 Penalty: 4738.150879
	Iteration 37Q: 3 clusters Score -1382144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1382150.125000 Penalty: 4738.150879
	Iteration 38Q: 3 clusters Score -1382150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1382153.500000 Penalty: 4738.150879
	Iteration 39Q: 3 clusters Score -1382154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1382160.750000 Penalty: 4738.150879
	Iteration 40F: 3 clusters Score -1382161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1382169.125000 Penalty: 4738.150879
	Iteration 41Q: 3 clusters Score -1382169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1382178.625000 Penalty: 4738.150879
	Iteration 42Q: 3 clusters Score -1382179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1382193.125000 Penalty: 4738.150879
	Iteration 43Q: 3 clusters Score -1382193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1382201.875000 Penalty: 4738.150879
	Iteration 44Q: 3 clusters Score -1382202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1382215.250000 Penalty: 4738.150879
	Iteration 45Q: 3 clusters Score -1382215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1382225.500000 Penalty: 4738.150879
	Iteration 46Q: 3 clusters Score -1382226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1382234.000000 Penalty: 4738.150879
	Iteration 47Q: 3 clusters Score -1382234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1382243.750000 Penalty: 4738.150879
	Iteration 48Q: 3 clusters Score -1382244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1382245.625000 Penalty: 4738.150879
	Iteration 49Q: 3 clusters Score -1382246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1382251.750000 Penalty: 4738.150879
	Iteration 50Q: 3 clusters Score -1382252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1382256.375000 Penalty: 4738.150879
	Iteration 51Q: 3 clusters Score -1382256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1382259.250000 Penalty: 4738.150879
	Iteration 52Q: 3 clusters Score -1382259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1382262.625000 Penalty: 4738.150879
	Iteration 53Q: 3 clusters Score -1382263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1382269.000000 Penalty: 4738.150879
	Iteration 54Q: 3 clusters Score -1382269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1382269.375000 Penalty: 4738.150879
	Iteration 55Q: 3 clusters Score -1382269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1382276.625000 Penalty: 4738.150879
	Iteration 56Q: 3 clusters Score -1382277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1382277.125000 Penalty: 4738.150879
	Iteration 57Q: 3 clusters Score -1382277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1382280.250000 Penalty: 4738.150879
	Iteration 58Q: 3 clusters Score -1382280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1382278.750000 Penalty: 4738.150879
	Iteration 59Q: 3 clusters Score -1382279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1382287.000000 Penalty: 4738.150879
	Iteration 60F: 3 clusters Score -1382287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1382287.250000 Penalty: 4738.150879
	Iteration 61Q: 3 clusters Score -1382287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1382291.625000 Penalty: 4738.150879
	Iteration 62Q: 3 clusters Score -1382292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1382293.125000 Penalty: 4738.150879
	Iteration 63Q: 3 clusters Score -1382293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1382299.375000 Penalty: 4738.150879
	Iteration 64Q: 3 clusters Score -1382299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1382304.375000 Penalty: 4738.150879
	Iteration 65Q: 3 clusters Score -1382304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1382304.375000 Penalty: 4738.150879
	Iteration 66Q: 3 clusters Score -1382304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1382312.375000 Penalty: 4738.150879
	Iteration 67Q: 3 clusters Score -1382312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1382315.625000 Penalty: 4738.150879
	Iteration 68Q: 3 clusters Score -1382316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1382314.500000 Penalty: 4738.150879
	Iteration 69Q: 3 clusters Score -1382314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1382314.375000 Penalty: 4738.150879
	Iteration 70Q: 3 clusters Score -1382314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1382320.250000 Penalty: 4738.150879
	Iteration 71Q: 3 clusters Score -1382320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1382319.000000 Penalty: 4738.150879
	Iteration 72Q: 3 clusters Score -1382319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1382317.875000 Penalty: 4738.150879
	Iteration 73Q: 3 clusters Score -1382318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1382323.250000 Penalty: 4738.150879
	Iteration 74Q: 3 clusters Score -1382323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1382323.250000 Penalty: 4738.150879
	Iteration 75Q: 3 clusters Score -1382323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1382325.375000 Penalty: 4738.150879
	Iteration 76Q: 3 clusters Score -1382325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1382324.750000 Penalty: 4738.150879
	Iteration 77Q: 3 clusters Score -1382325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1382322.875000 Penalty: 4738.150879
	Iteration 78Q: 3 clusters Score -1382323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1382324.000000 Penalty: 4738.150879
	Iteration 79Q: 3 clusters Score -1382324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1382328.625000 Penalty: 4738.150879
	Iteration 80F: 3 clusters Score -1382329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1382329.500000 Penalty: 4738.150879
	Iteration 81Q: 3 clusters Score -1382330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1382328.375000 Penalty: 4738.150879
	Iteration 82Q: 3 clusters Score -1382328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1382330.000000 Penalty: 4738.150879
	Iteration 83Q: 3 clusters Score -1382330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1382329.750000 Penalty: 4738.150879
	Iteration 84Q: 3 clusters Score -1382330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1382329.500000 Penalty: 4738.150879
	Iteration 85Q: 3 clusters Score -1382330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1382329.500000 Penalty: 4738.150879
	Iteration 86F: 3 clusters Score -1382330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Entering Unmasked Estep 
Score: -2873810.000000 Penalty: 2545.789307
	Iteration 0F: 2 clusters Score -2873810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2854177.500000 Penalty: 5091.578613
	Iteration 0F: 3 clusters Score -2854178 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2861315.750000 Penalty: 5091.578613
	Iteration 1F: 3 clusters Score -2861316 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2861954.750000 Penalty: 5091.578613
	Iteration 2F: 3 clusters Score -2861955 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2862707.750000 Penalty: 5091.578613
	Iteration 3F: 3 clusters Score -2862708 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2863658.500000 Penalty: 5091.578613
	Iteration 4F: 3 clusters Score -2863658 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2864781.750000 Penalty: 5091.578613
	Iteration 5F: 3 clusters Score -2864782 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2866000.500000 Penalty: 5091.578613
	Iteration 6F: 3 clusters Score -2866000 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2867098.750000 Penalty: 5091.578613
	Iteration 7F: 3 clusters Score -2867099 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2867938.250000 Penalty: 5091.578613
	Iteration 8Q: 3 clusters Score -2867938 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2868596.000000 Penalty: 5091.578613
	Iteration 9Q: 3 clusters Score -2868596 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2869187.250000 Penalty: 5091.578613
	Iteration 10Q: 3 clusters Score -2869187 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2869662.750000 Penalty: 5091.578613
	Iteration 11Q: 3 clusters Score -2869663 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2870080.000000 Penalty: 5091.578613
	Iteration 12Q: 3 clusters Score -2870080 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2870362.000000 Penalty: 5091.578613
	Iteration 13Q: 3 clusters Score -2870362 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2870546.750000 Penalty: 5091.578613
	Iteration 14Q: 3 clusters Score -2870547 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2870674.000000 Penalty: 5091.578613
	Iteration 15Q: 3 clusters Score -2870674 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2870753.000000 Penalty: 5091.578613
	Iteration 16Q: 3 clusters Score -2870753 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2870797.750000 Penalty: 5091.578613
	Iteration 17Q: 3 clusters Score -2870798 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2870838.250000 Penalty: 5091.578613
	Iteration 18Q: 3 clusters Score -2870838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2870874.250000 Penalty: 5091.578613
	Iteration 19Q: 3 clusters Score -2870874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2870918.750000 Penalty: 5091.578613
	Iteration 20F: 3 clusters Score -2870919 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2870956.250000 Penalty: 5091.578613
	Iteration 21Q: 3 clusters Score -2870956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2870973.250000 Penalty: 5091.578613
	Iteration 22Q: 3 clusters Score -2870973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2871005.250000 Penalty: 5091.578613
	Iteration 23Q: 3 clusters Score -2871005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2871035.500000 Penalty: 5091.578613
	Iteration 24Q: 3 clusters Score -2871036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2871050.000000 Penalty: 5091.578613
	Iteration 25Q: 3 clusters Score -2871050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2871076.250000 Penalty: 5091.578613
	Iteration 26Q: 3 clusters Score -2871076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2871110.000000 Penalty: 5091.578613
	Iteration 27Q: 3 clusters Score -2871110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2871129.500000 Penalty: 5091.578613
	Iteration 28Q: 3 clusters Score -2871130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2871164.500000 Penalty: 5091.578613
	Iteration 29Q: 3 clusters Score -2871164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2871179.500000 Penalty: 5091.578613
	Iteration 30Q: 3 clusters Score -2871180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2871207.250000 Penalty: 5091.578613
	Iteration 31Q: 3 clusters Score -2871207 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2871228.750000 Penalty: 5091.578613
	Iteration 32Q: 3 clusters Score -2871229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2871253.500000 Penalty: 5091.578613
	Iteration 33Q: 3 clusters Score -2871254 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2871276.250000 Penalty: 5091.578613
	Iteration 34Q: 3 clusters Score -2871276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2871289.250000 Penalty: 5091.578613
	Iteration 35Q: 3 clusters Score -2871289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2871302.500000 Penalty: 5091.578613
	Iteration 36Q: 3 clusters Score -2871302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -2871325.000000 Penalty: 5091.578613
	Iteration 37Q: 3 clusters Score -2871325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -2871347.250000 Penalty: 5091.578613
	Iteration 38Q: 3 clusters Score -2871347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2871369.500000 Penalty: 5091.578613
	Iteration 39Q: 3 clusters Score -2871370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2871391.750000 Penalty: 5091.578613
	Iteration 40F: 3 clusters Score -2871392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2871399.250000 Penalty: 5091.578613
	Iteration 41Q: 3 clusters Score -2871399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2871410.750000 Penalty: 5091.578613
	Iteration 42Q: 3 clusters Score -2871411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2871438.500000 Penalty: 5091.578613
	Iteration 43Q: 3 clusters Score -2871438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2871459.750000 Penalty: 5091.578613
	Iteration 44Q: 3 clusters Score -2871460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2871479.750000 Penalty: 5091.578613
	Iteration 45Q: 3 clusters Score -2871480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2871501.750000 Penalty: 5091.578613
	Iteration 46Q: 3 clusters Score -2871502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2871518.250000 Penalty: 5091.578613
	Iteration 47Q: 3 clusters Score -2871518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2871526.500000 Penalty: 5091.578613
	Iteration 48Q: 3 clusters Score -2871526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2871548.500000 Penalty: 5091.578613
	Iteration 49Q: 3 clusters Score -2871548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2871568.250000 Penalty: 5091.578613
	Iteration 50Q: 3 clusters Score -2871568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -2871592.500000 Penalty: 5091.578613
	Iteration 51Q: 3 clusters Score -2871592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2871607.750000 Penalty: 5091.578613
	Iteration 52Q: 3 clusters Score -2871608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2871626.500000 Penalty: 5091.578613
	Iteration 53Q: 3 clusters Score -2871626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2871643.750000 Penalty: 5091.578613
	Iteration 54Q: 3 clusters Score -2871644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2871654.500000 Penalty: 5091.578613
	Iteration 55Q: 3 clusters Score -2871654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2871672.500000 Penalty: 5091.578613
	Iteration 56Q: 3 clusters Score -2871672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2871690.750000 Penalty: 5091.578613
	Iteration 57Q: 3 clusters Score -2871691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2871704.500000 Penalty: 5091.578613
	Iteration 58Q: 3 clusters Score -2871704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2871717.500000 Penalty: 5091.578613
	Iteration 59Q: 3 clusters Score -2871718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2871739.250000 Penalty: 5091.578613
	Iteration 60F: 3 clusters Score -2871739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2871753.500000 Penalty: 5091.578613
	Iteration 61Q: 3 clusters Score -2871754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -2871760.500000 Penalty: 5091.578613
	Iteration 62Q: 3 clusters Score -2871760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -2871774.000000 Penalty: 5091.578613
	Iteration 63Q: 3 clusters Score -2871774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2871778.000000 Penalty: 5091.578613
	Iteration 64Q: 3 clusters Score -2871778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2871777.750000 Penalty: 5091.578613
	Iteration 65Q: 3 clusters Score -2871778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -2871783.250000 Penalty: 5091.578613
	Iteration 66Q: 3 clusters Score -2871783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -2871787.500000 Penalty: 5091.578613
	Iteration 67Q: 3 clusters Score -2871788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -2871795.500000 Penalty: 5091.578613
	Iteration 68Q: 3 clusters Score -2871796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2871802.000000 Penalty: 5091.578613
	Iteration 69Q: 3 clusters Score -2871802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2871811.250000 Penalty: 5091.578613
	Iteration 70Q: 3 clusters Score -2871811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -2871818.000000 Penalty: 5091.578613
	Iteration 71Q: 3 clusters Score -2871818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -2871817.000000 Penalty: 5091.578613
	Iteration 72Q: 3 clusters Score -2871817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2871824.250000 Penalty: 5091.578613
	Iteration 73Q: 3 clusters Score -2871824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -2871833.250000 Penalty: 5091.578613
	Iteration 74Q: 3 clusters Score -2871833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -2871836.250000 Penalty: 5091.578613
	Iteration 75Q: 3 clusters Score -2871836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -2871832.000000 Penalty: 5091.578613
	Iteration 76Q: 3 clusters Score -2871832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2871831.750000 Penalty: 5091.578613
	Iteration 77Q: 3 clusters Score -2871832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2871836.000000 Penalty: 5091.578613
	Iteration 78Q: 3 clusters Score -2871836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -2871834.000000 Penalty: 5091.578613
	Iteration 79Q: 3 clusters Score -2871834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -2871836.750000 Penalty: 5091.578613
	Iteration 80F: 3 clusters Score -2871837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -2871835.500000 Penalty: 5091.578613
	Iteration 81Q: 3 clusters Score -2871836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2871830.750000 Penalty: 5091.578613
	Iteration 82Q: 3 clusters Score -2871831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2871836.750000 Penalty: 5091.578613
	Iteration 83Q: 3 clusters Score -2871837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -2871841.500000 Penalty: 5091.578613
	Iteration 84Q: 3 clusters Score -2871842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2871842.500000 Penalty: 5091.578613
	Iteration 85Q: 3 clusters Score -2871842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -2871843.500000 Penalty: 5091.578613
	Iteration 86Q: 3 clusters Score -2871844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -2871844.250000 Penalty: 5091.578613
	Iteration 87Q: 3 clusters Score -2871844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -2871853.500000 Penalty: 5091.578613
	Iteration 88Q: 3 clusters Score -2871854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -2871852.500000 Penalty: 5091.578613
	Iteration 89Q: 3 clusters Score -2871852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -2871859.250000 Penalty: 5091.578613
	Iteration 90Q: 3 clusters Score -2871859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -2871855.750000 Penalty: 5091.578613
	Iteration 91Q: 3 clusters Score -2871856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2871862.750000 Penalty: 5091.578613
	Iteration 92Q: 3 clusters Score -2871863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -2871862.000000 Penalty: 5091.578613
	Iteration 93Q: 3 clusters Score -2871862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2871859.500000 Penalty: 5091.578613
	Iteration 94Q: 3 clusters Score -2871860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2871859.500000 Penalty: 5091.578613
	Iteration 95F: 3 clusters Score -2871860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -303320.718750 Penalty: 1988.537476
	Iteration 0F: 2 clusters Score -303320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -300007.718750 Penalty: 3977.074951
	Iteration 0F: 3 clusters Score -300007.7 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -300683.281250 Penalty: 3977.074951
	Iteration 1F: 3 clusters Score -300683.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -300832.125000 Penalty: 3977.074951
	Iteration 2F: 3 clusters Score -300832.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300914.187500 Penalty: 3977.074951
	Iteration 3Q: 3 clusters Score -300914.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300962.656250 Penalty: 3977.074951
	Iteration 4Q: 3 clusters Score -300962.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -301000.593750 Penalty: 3977.074951
	Iteration 5Q: 3 clusters Score -301000.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -301024.968750 Penalty: 3977.074951
	Iteration 6Q: 3 clusters Score -301025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -301035.062500 Penalty: 3977.074951
	Iteration 7Q: 3 clusters Score -301035.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -301046.468750 Penalty: 3977.074951
	Iteration 8Q: 3 clusters Score -301046.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -301056.718750 Penalty: 3977.074951
	Iteration 9Q: 3 clusters Score -301056.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -301062.718750 Penalty: 3977.074951
	Iteration 10Q: 3 clusters Score -301062.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -301069.312500 Penalty: 3977.074951
	Iteration 11Q: 3 clusters Score -301069.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -301075.375000 Penalty: 3977.074951
	Iteration 12Q: 3 clusters Score -301075.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -301085.500000 Penalty: 3977.074951
	Iteration 13Q: 3 clusters Score -301085.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -301095.062500 Penalty: 3977.074951
	Iteration 14Q: 3 clusters Score -301095.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -301105.250000 Penalty: 3977.074951
	Iteration 15Q: 3 clusters Score -301105.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -301117.500000 Penalty: 3977.074951
	Iteration 16Q: 3 clusters Score -301117.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -301126.375000 Penalty: 3977.074951
	Iteration 17Q: 3 clusters Score -301126.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301136.812500 Penalty: 3977.074951
	Iteration 18Q: 3 clusters Score -301136.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -301150.218750 Penalty: 3977.074951
	Iteration 19Q: 3 clusters Score -301150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301163.062500 Penalty: 3977.074951
	Iteration 20F: 3 clusters Score -301163.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -301181.531250 Penalty: 3977.074951
	Iteration 21Q: 3 clusters Score -301181.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -301198.562500 Penalty: 3977.074951
	Iteration 22Q: 3 clusters Score -301198.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -301214.437500 Penalty: 3977.074951
	Iteration 23Q: 3 clusters Score -301214.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -301225.687500 Penalty: 3977.074951
	Iteration 24Q: 3 clusters Score -301225.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301239.093750 Penalty: 3977.074951
	Iteration 25Q: 3 clusters Score -301239.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301254.875000 Penalty: 3977.074951
	Iteration 26Q: 3 clusters Score -301254.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -301279.718750 Penalty: 3977.074951
	Iteration 27Q: 3 clusters Score -301279.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -301308.000000 Penalty: 3977.074951
	Iteration 28Q: 3 clusters Score -301308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -301338.531250 Penalty: 3977.074951
	Iteration 29Q: 3 clusters Score -301338.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -301371.968750 Penalty: 3977.074951
	Iteration 30Q: 3 clusters Score -301372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -301397.500000 Penalty: 3977.074951
	Iteration 31Q: 3 clusters Score -301397.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -301419.468750 Penalty: 3977.074951
	Iteration 32Q: 3 clusters Score -301419.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -301439.312500 Penalty: 3977.074951
	Iteration 33Q: 3 clusters Score -301439.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -301458.875000 Penalty: 3977.074951
	Iteration 34Q: 3 clusters Score -301458.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -301471.468750 Penalty: 3977.074951
	Iteration 35Q: 3 clusters Score -301471.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -301480.625000 Penalty: 3977.074951
	Iteration 36Q: 3 clusters Score -301480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -301491.562500 Penalty: 3977.074951
	Iteration 37Q: 3 clusters Score -301491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -301501.250000 Penalty: 3977.074951
	Iteration 38Q: 3 clusters Score -301501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -301511.437500 Penalty: 3977.074951
	Iteration 39Q: 3 clusters Score -301511.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -301521.906250 Penalty: 3977.074951
	Iteration 40F: 3 clusters Score -301521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301529.031250 Penalty: 3977.074951
	Iteration 41Q: 3 clusters Score -301529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -301537.750000 Penalty: 3977.074951
	Iteration 42Q: 3 clusters Score -301537.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -301546.593750 Penalty: 3977.074951
	Iteration 43Q: 3 clusters Score -301546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -301557.000000 Penalty: 3977.074951
	Iteration 44Q: 3 clusters Score -301557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -301570.468750 Penalty: 3977.074951
	Iteration 45Q: 3 clusters Score -301570.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -301585.375000 Penalty: 3977.074951
	Iteration 46Q: 3 clusters Score -301585.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -301595.281250 Penalty: 3977.074951
	Iteration 47Q: 3 clusters Score -301595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -301600.125000 Penalty: 3977.074951
	Iteration 48Q: 3 clusters Score -301600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -301604.937500 Penalty: 3977.074951
	Iteration 49Q: 3 clusters Score -301604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -301610.500000 Penalty: 3977.074951
	Iteration 50Q: 3 clusters Score -301610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -301611.656250 Penalty: 3977.074951
	Iteration 51Q: 3 clusters Score -301611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -301612.437500 Penalty: 3977.074951
	Iteration 52Q: 3 clusters Score -301612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -301615.093750 Penalty: 3977.074951
	Iteration 53Q: 3 clusters Score -301615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -301619.125000 Penalty: 3977.074951
	Iteration 54Q: 3 clusters Score -301619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -301626.375000 Penalty: 3977.074951
	Iteration 55Q: 3 clusters Score -301626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -301631.812500 Penalty: 3977.074951
	Iteration 56Q: 3 clusters Score -301631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -301641.781250 Penalty: 3977.074951
	Iteration 57Q: 3 clusters Score -301641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301646.968750 Penalty: 3977.074951
	Iteration 58Q: 3 clusters Score -301647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -301654.437500 Penalty: 3977.074951
	Iteration 59Q: 3 clusters Score -301654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -301663.781250 Penalty: 3977.074951
	Iteration 60F: 3 clusters Score -301663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -301671.125000 Penalty: 3977.074951
	Iteration 61Q: 3 clusters Score -301671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -301691.125000 Penalty: 3977.074951
	Iteration 62Q: 3 clusters Score -301691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -301718.656250 Penalty: 3977.074951
	Iteration 63Q: 3 clusters Score -301718.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -301737.312500 Penalty: 3977.074951
	Iteration 64Q: 3 clusters Score -301737.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -301755.031250 Penalty: 3977.074951
	Iteration 65Q: 3 clusters Score -301755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -301764.593750 Penalty: 3977.074951
	Iteration 66Q: 3 clusters Score -301764.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -301772.781250 Penalty: 3977.074951
	Iteration 67Q: 3 clusters Score -301772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -301783.406250 Penalty: 3977.074951
	Iteration 68Q: 3 clusters Score -301783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -301800.218750 Penalty: 3977.074951
	Iteration 69Q: 3 clusters Score -301800.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -301820.562500 Penalty: 3977.074951
	Iteration 70Q: 3 clusters Score -301820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -301843.937500 Penalty: 3977.074951
	Iteration 71Q: 3 clusters Score -301843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -301864.718750 Penalty: 3977.074951
	Iteration 72Q: 3 clusters Score -301864.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -301878.375000 Penalty: 3977.074951
	Iteration 73Q: 3 clusters Score -301878.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -301884.156250 Penalty: 3977.074951
	Iteration 74Q: 3 clusters Score -301884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -301886.437500 Penalty: 3977.074951
	Iteration 75Q: 3 clusters Score -301886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -301887.187500 Penalty: 3977.074951
	Iteration 76Q: 3 clusters Score -301887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -301890.187500 Penalty: 3977.074951
	Iteration 77Q: 3 clusters Score -301890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -301892.343750 Penalty: 3977.074951
	Iteration 78Q: 3 clusters Score -301892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -301897.750000 Penalty: 3977.074951
	Iteration 79Q: 3 clusters Score -301897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -301902.000000 Penalty: 3977.074951
	Iteration 80F: 3 clusters Score -301902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -301905.406250 Penalty: 3977.074951
	Iteration 81Q: 3 clusters Score -301905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -301909.468750 Penalty: 3977.074951
	Iteration 82Q: 3 clusters Score -301909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -301911.062500 Penalty: 3977.074951
	Iteration 83Q: 3 clusters Score -301911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -301912.656250 Penalty: 3977.074951
	Iteration 84Q: 3 clusters Score -301912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -301913.437500 Penalty: 3977.074951
	Iteration 85Q: 3 clusters Score -301913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -301914.437500 Penalty: 3977.074951
	Iteration 86Q: 3 clusters Score -301914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -301914.906250 Penalty: 3977.074951
	Iteration 87Q: 3 clusters Score -301914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -301915.593750 Penalty: 3977.074951
	Iteration 88Q: 3 clusters Score -301915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -301917.093750 Penalty: 3977.074951
	Iteration 89Q: 3 clusters Score -301917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -301917.093750 Penalty: 3977.074951
	Iteration 90F: 3 clusters Score -301917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Entering Unmasked Estep 
Score: -1045393.125000 Penalty: 2308.139404
	Iteration 0F: 2 clusters Score -1045393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1037175.937500 Penalty: 4616.278809
	Iteration 0F: 3 clusters Score -1037176 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1039728.625000 Penalty: 4616.278809
	Iteration 1F: 3 clusters Score -1039729 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1040098.875000 Penalty: 4616.278809
	Iteration 2F: 3 clusters Score -1040099 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1040407.687500 Penalty: 4616.278809
	Iteration 3F: 3 clusters Score -1040408 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1040680.312500 Penalty: 4616.278809
	Iteration 4Q: 3 clusters Score -1040680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1040890.500000 Penalty: 4616.278809
	Iteration 5Q: 3 clusters Score -1040890 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1041052.375000 Penalty: 4616.278809
	Iteration 6Q: 3 clusters Score -1041052 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1041183.437500 Penalty: 4616.278809
	Iteration 7Q: 3 clusters Score -1041183 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1041294.125000 Penalty: 4616.278809
	Iteration 8Q: 3 clusters Score -1041294 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1041395.562500 Penalty: 4616.278809
	Iteration 9Q: 3 clusters Score -1041396 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1041493.250000 Penalty: 4616.278809
	Iteration 10Q: 3 clusters Score -1041493 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1041578.187500 Penalty: 4616.278809
	Iteration 11Q: 3 clusters Score -1041578 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1041660.437500 Penalty: 4616.278809
	Iteration 12Q: 3 clusters Score -1041660 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1041737.812500 Penalty: 4616.278809
	Iteration 13Q: 3 clusters Score -1041738 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1041818.062500 Penalty: 4616.278809
	Iteration 14Q: 3 clusters Score -1041818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1041885.437500 Penalty: 4616.278809
	Iteration 15Q: 3 clusters Score -1041885 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1041957.187500 Penalty: 4616.278809
	Iteration 16Q: 3 clusters Score -1041957 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1042035.250000 Penalty: 4616.278809
	Iteration 17Q: 3 clusters Score -1042035 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1042110.875000 Penalty: 4616.278809
	Iteration 18Q: 3 clusters Score -1042111 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1042196.000000 Penalty: 4616.278809
	Iteration 19Q: 3 clusters Score -1042196 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1042289.000000 Penalty: 4616.278809
	Iteration 20F: 3 clusters Score -1042289 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1042397.812500 Penalty: 4616.278809
	Iteration 21Q: 3 clusters Score -1042398 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1042496.875000 Penalty: 4616.278809
	Iteration 22Q: 3 clusters Score -1042497 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1042571.250000 Penalty: 4616.278809
	Iteration 23Q: 3 clusters Score -1042571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1042664.875000 Penalty: 4616.278809
	Iteration 24Q: 3 clusters Score -1042665 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1042738.625000 Penalty: 4616.278809
	Iteration 25Q: 3 clusters Score -1042739 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1042812.500000 Penalty: 4616.278809
	Iteration 26Q: 3 clusters Score -1042812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1042883.250000 Penalty: 4616.278809
	Iteration 27Q: 3 clusters Score -1042883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1042938.500000 Penalty: 4616.278809
	Iteration 28Q: 3 clusters Score -1042938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1042986.125000 Penalty: 4616.278809
	Iteration 29Q: 3 clusters Score -1042986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1043016.500000 Penalty: 4616.278809
	Iteration 30Q: 3 clusters Score -1043016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1043039.250000 Penalty: 4616.278809
	Iteration 31Q: 3 clusters Score -1043039 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1043063.937500 Penalty: 4616.278809
	Iteration 32Q: 3 clusters Score -1043064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1043092.500000 Penalty: 4616.278809
	Iteration 33Q: 3 clusters Score -1043092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1043120.500000 Penalty: 4616.278809
	Iteration 34Q: 3 clusters Score -1043120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1043152.062500 Penalty: 4616.278809
	Iteration 35Q: 3 clusters Score -1043152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1043182.937500 Penalty: 4616.278809
	Iteration 36Q: 3 clusters Score -1043183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1043212.062500 Penalty: 4616.278809
	Iteration 37Q: 3 clusters Score -1043212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1043243.062500 Penalty: 4616.278809
	Iteration 38Q: 3 clusters Score -1043243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1043276.312500 Penalty: 4616.278809
	Iteration 39Q: 3 clusters Score -1043276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1043303.187500 Penalty: 4616.278809
	Iteration 40F: 3 clusters Score -1043303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1043326.562500 Penalty: 4616.278809
	Iteration 41Q: 3 clusters Score -1043327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1043349.562500 Penalty: 4616.278809
	Iteration 42Q: 3 clusters Score -1043350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1043372.937500 Penalty: 4616.278809
	Iteration 43Q: 3 clusters Score -1043373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1043390.687500 Penalty: 4616.278809
	Iteration 44Q: 3 clusters Score -1043391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1043404.937500 Penalty: 4616.278809
	Iteration 45Q: 3 clusters Score -1043405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1043412.937500 Penalty: 4616.278809
	Iteration 46Q: 3 clusters Score -1043413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1043422.875000 Penalty: 4616.278809
	Iteration 47Q: 3 clusters Score -1043423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1043434.625000 Penalty: 4616.278809
	Iteration 48Q: 3 clusters Score -1043435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1043448.312500 Penalty: 4616.278809
	Iteration 49Q: 3 clusters Score -1043448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1043457.812500 Penalty: 4616.278809
	Iteration 50Q: 3 clusters Score -1043458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1043467.250000 Penalty: 4616.278809
	Iteration 51Q: 3 clusters Score -1043467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1043479.687500 Penalty: 4616.278809
	Iteration 52Q: 3 clusters Score -1043480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1043491.625000 Penalty: 4616.278809
	Iteration 53Q: 3 clusters Score -1043492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1043507.687500 Penalty: 4616.278809
	Iteration 54Q: 3 clusters Score -1043508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1043528.312500 Penalty: 4616.278809
	Iteration 55Q: 3 clusters Score -1043528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1043545.875000 Penalty: 4616.278809
	Iteration 56Q: 3 clusters Score -1043546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1043552.312500 Penalty: 4616.278809
	Iteration 57Q: 3 clusters Score -1043552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1043556.687500 Penalty: 4616.278809
	Iteration 58Q: 3 clusters Score -1043557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1043559.562500 Penalty: 4616.278809
	Iteration 59Q: 3 clusters Score -1043560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1043562.750000 Penalty: 4616.278809
	Iteration 60F: 3 clusters Score -1043563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1043563.812500 Penalty: 4616.278809
	Iteration 61Q: 3 clusters Score -1043564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1043566.000000 Penalty: 4616.278809
	Iteration 62Q: 3 clusters Score -1043566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1043571.250000 Penalty: 4616.278809
	Iteration 63Q: 3 clusters Score -1043571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1043570.687500 Penalty: 4616.278809
	Iteration 64Q: 3 clusters Score -1043571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1043572.937500 Penalty: 4616.278809
	Iteration 65Q: 3 clusters Score -1043573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1043576.562500 Penalty: 4616.278809
	Iteration 66Q: 3 clusters Score -1043577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1043578.250000 Penalty: 4616.278809
	Iteration 67Q: 3 clusters Score -1043578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1043584.625000 Penalty: 4616.278809
	Iteration 68Q: 3 clusters Score -1043585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1043591.125000 Penalty: 4616.278809
	Iteration 69Q: 3 clusters Score -1043591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1043592.625000 Penalty: 4616.278809
	Iteration 70Q: 3 clusters Score -1043593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1043592.937500 Penalty: 4616.278809
	Iteration 71Q: 3 clusters Score -1043593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1043592.937500 Penalty: 4616.278809
	Iteration 72F: 3 clusters Score -1043593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Entering Unmasked Estep 
Score: -1373901.875000 Penalty: 2391.857666
	Iteration 0F: 2 clusters Score -1373902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1362759.875000 Penalty: 4783.715332
	Iteration 0F: 3 clusters Score -1362760 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1366532.375000 Penalty: 4783.715332
	Iteration 1F: 3 clusters Score -1366532 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1367217.625000 Penalty: 4783.715332
	Iteration 2F: 3 clusters Score -1367218 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1367943.375000 Penalty: 4783.715332
	Iteration 3F: 3 clusters Score -1367943 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1368660.875000 Penalty: 4783.715332
	Iteration 4F: 3 clusters Score -1368661 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1369305.875000 Penalty: 4783.715332
	Iteration 5F: 3 clusters Score -1369306 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1369967.750000 Penalty: 4783.715332
	Iteration 6F: 3 clusters Score -1369968 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1370649.625000 Penalty: 4783.715332
	Iteration 7F: 3 clusters Score -1370650 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1371203.000000 Penalty: 4783.715332
	Iteration 8Q: 3 clusters Score -1371203 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1371620.250000 Penalty: 4783.715332
	Iteration 9Q: 3 clusters Score -1371620 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1371887.625000 Penalty: 4783.715332
	Iteration 10Q: 3 clusters Score -1371888 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1372046.000000 Penalty: 4783.715332
	Iteration 11Q: 3 clusters Score -1372046 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1372141.875000 Penalty: 4783.715332
	Iteration 12Q: 3 clusters Score -1372142 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1372195.125000 Penalty: 4783.715332
	Iteration 13Q: 3 clusters Score -1372195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1372224.875000 Penalty: 4783.715332
	Iteration 14Q: 3 clusters Score -1372225 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1372255.750000 Penalty: 4783.715332
	Iteration 15Q: 3 clusters Score -1372256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1372276.000000 Penalty: 4783.715332
	Iteration 16Q: 3 clusters Score -1372276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1372287.000000 Penalty: 4783.715332
	Iteration 17Q: 3 clusters Score -1372287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1372303.000000 Penalty: 4783.715332
	Iteration 18Q: 3 clusters Score -1372303 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1372310.750000 Penalty: 4783.715332
	Iteration 19Q: 3 clusters Score -1372311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1372317.750000 Penalty: 4783.715332
	Iteration 20F: 3 clusters Score -1372318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1372324.000000 Penalty: 4783.715332
	Iteration 21Q: 3 clusters Score -1372324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1372336.000000 Penalty: 4783.715332
	Iteration 22Q: 3 clusters Score -1372336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1372349.625000 Penalty: 4783.715332
	Iteration 23Q: 3 clusters Score -1372350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1372358.125000 Penalty: 4783.715332
	Iteration 24Q: 3 clusters Score -1372358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1372376.875000 Penalty: 4783.715332
	Iteration 25Q: 3 clusters Score -1372377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1372386.500000 Penalty: 4783.715332
	Iteration 26Q: 3 clusters Score -1372386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1372399.125000 Penalty: 4783.715332
	Iteration 27Q: 3 clusters Score -1372399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1372401.125000 Penalty: 4783.715332
	Iteration 28Q: 3 clusters Score -1372401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1372406.125000 Penalty: 4783.715332
	Iteration 29Q: 3 clusters Score -1372406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1372407.750000 Penalty: 4783.715332
	Iteration 30Q: 3 clusters Score -1372408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1372421.000000 Penalty: 4783.715332
	Iteration 31Q: 3 clusters Score -1372421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1372420.500000 Penalty: 4783.715332
	Iteration 32Q: 3 clusters Score -1372420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1372430.000000 Penalty: 4783.715332
	Iteration 33Q: 3 clusters Score -1372430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1372441.875000 Penalty: 4783.715332
	Iteration 34Q: 3 clusters Score -1372442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1372445.500000 Penalty: 4783.715332
	Iteration 35Q: 3 clusters Score -1372446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1372446.375000 Penalty: 4783.715332
	Iteration 36Q: 3 clusters Score -1372446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1372451.500000 Penalty: 4783.715332
	Iteration 37Q: 3 clusters Score -1372452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1372455.375000 Penalty: 4783.715332
	Iteration 38Q: 3 clusters Score -1372455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1372457.625000 Penalty: 4783.715332
	Iteration 39Q: 3 clusters Score -1372458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1372461.750000 Penalty: 4783.715332
	Iteration 40F: 3 clusters Score -1372462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1372463.250000 Penalty: 4783.715332
	Iteration 41Q: 3 clusters Score -1372463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1372470.250000 Penalty: 4783.715332
	Iteration 42Q: 3 clusters Score -1372470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1372472.750000 Penalty: 4783.715332
	Iteration 43Q: 3 clusters Score -1372473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1372477.125000 Penalty: 4783.715332
	Iteration 44Q: 3 clusters Score -1372477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1372476.125000 Penalty: 4783.715332
	Iteration 45Q: 3 clusters Score -1372476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1372480.000000 Penalty: 4783.715332
	Iteration 46Q: 3 clusters Score -1372480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1372486.625000 Penalty: 4783.715332
	Iteration 47Q: 3 clusters Score -1372487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1372489.875000 Penalty: 4783.715332
	Iteration 48Q: 3 clusters Score -1372490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1372493.500000 Penalty: 4783.715332
	Iteration 49Q: 3 clusters Score -1372494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1372492.875000 Penalty: 4783.715332
	Iteration 50Q: 3 clusters Score -1372493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1372497.750000 Penalty: 4783.715332
	Iteration 51Q: 3 clusters Score -1372498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1372503.000000 Penalty: 4783.715332
	Iteration 52Q: 3 clusters Score -1372503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1372506.000000 Penalty: 4783.715332
	Iteration 53Q: 3 clusters Score -1372506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1372510.875000 Penalty: 4783.715332
	Iteration 54Q: 3 clusters Score -1372511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1372516.750000 Penalty: 4783.715332
	Iteration 55Q: 3 clusters Score -1372517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1372527.000000 Penalty: 4783.715332
	Iteration 56Q: 3 clusters Score -1372527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1372531.250000 Penalty: 4783.715332
	Iteration 57Q: 3 clusters Score -1372531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1372537.750000 Penalty: 4783.715332
	Iteration 58Q: 3 clusters Score -1372538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1372544.625000 Penalty: 4783.715332
	Iteration 59Q: 3 clusters Score -1372545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1372548.375000 Penalty: 4783.715332
	Iteration 60F: 3 clusters Score -1372548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1372555.500000 Penalty: 4783.715332
	Iteration 61Q: 3 clusters Score -1372556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1372564.125000 Penalty: 4783.715332
	Iteration 62Q: 3 clusters Score -1372564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1372567.500000 Penalty: 4783.715332
	Iteration 63Q: 3 clusters Score -1372568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1372574.375000 Penalty: 4783.715332
	Iteration 64Q: 3 clusters Score -1372574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1372577.625000 Penalty: 4783.715332
	Iteration 65Q: 3 clusters Score -1372578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1372580.125000 Penalty: 4783.715332
	Iteration 66Q: 3 clusters Score -1372580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1372583.250000 Penalty: 4783.715332
	Iteration 67Q: 3 clusters Score -1372583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1372588.375000 Penalty: 4783.715332
	Iteration 68Q: 3 clusters Score -1372588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1372596.875000 Penalty: 4783.715332
	Iteration 69Q: 3 clusters Score -1372597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1372599.125000 Penalty: 4783.715332
	Iteration 70Q: 3 clusters Score -1372599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1372605.125000 Penalty: 4783.715332
	Iteration 71Q: 3 clusters Score -1372605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1372619.750000 Penalty: 4783.715332
	Iteration 72Q: 3 clusters Score -1372620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1372620.250000 Penalty: 4783.715332
	Iteration 73Q: 3 clusters Score -1372620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1372624.375000 Penalty: 4783.715332
	Iteration 74Q: 3 clusters Score -1372624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1372632.375000 Penalty: 4783.715332
	Iteration 75Q: 3 clusters Score -1372632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1372637.250000 Penalty: 4783.715332
	Iteration 76Q: 3 clusters Score -1372637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1372642.750000 Penalty: 4783.715332
	Iteration 77Q: 3 clusters Score -1372643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1372646.875000 Penalty: 4783.715332
	Iteration 78Q: 3 clusters Score -1372647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1372653.750000 Penalty: 4783.715332
	Iteration 79Q: 3 clusters Score -1372654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1372657.000000 Penalty: 4783.715332
	Iteration 80F: 3 clusters Score -1372657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1372670.125000 Penalty: 4783.715332
	Iteration 81Q: 3 clusters Score -1372670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1372674.125000 Penalty: 4783.715332
	Iteration 82Q: 3 clusters Score -1372674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1372682.125000 Penalty: 4783.715332
	Iteration 83Q: 3 clusters Score -1372682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1372690.125000 Penalty: 4783.715332
	Iteration 84Q: 3 clusters Score -1372690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1372695.375000 Penalty: 4783.715332
	Iteration 85Q: 3 clusters Score -1372695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1372703.250000 Penalty: 4783.715332
	Iteration 86Q: 3 clusters Score -1372703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1372719.000000 Penalty: 4783.715332
	Iteration 87Q: 3 clusters Score -1372719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1372727.750000 Penalty: 4783.715332
	Iteration 88Q: 3 clusters Score -1372728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1372736.375000 Penalty: 4783.715332
	Iteration 89Q: 3 clusters Score -1372736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1372743.375000 Penalty: 4783.715332
	Iteration 90Q: 3 clusters Score -1372743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1372748.750000 Penalty: 4783.715332
	Iteration 91Q: 3 clusters Score -1372749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1372754.000000 Penalty: 4783.715332
	Iteration 92Q: 3 clusters Score -1372754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1372757.625000 Penalty: 4783.715332
	Iteration 93Q: 3 clusters Score -1372758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1372763.875000 Penalty: 4783.715332
	Iteration 94Q: 3 clusters Score -1372764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1372769.375000 Penalty: 4783.715332
	Iteration 95Q: 3 clusters Score -1372769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1372776.250000 Penalty: 4783.715332
	Iteration 96Q: 3 clusters Score -1372776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1372784.750000 Penalty: 4783.715332
	Iteration 97Q: 3 clusters Score -1372785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1372786.625000 Penalty: 4783.715332
	Iteration 98Q: 3 clusters Score -1372787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1372793.250000 Penalty: 4783.715332
	Iteration 99Q: 3 clusters Score -1372793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1372796.375000 Penalty: 4783.715332
	Iteration 100F: 3 clusters Score -1372796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1372800.875000 Penalty: 4783.715332
	Iteration 101Q: 3 clusters Score -1372801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1372802.250000 Penalty: 4783.715332
	Iteration 102Q: 3 clusters Score -1372802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1372806.125000 Penalty: 4783.715332
	Iteration 103Q: 3 clusters Score -1372806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1372812.125000 Penalty: 4783.715332
	Iteration 104Q: 3 clusters Score -1372812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1372814.375000 Penalty: 4783.715332
	Iteration 105Q: 3 clusters Score -1372814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1372818.125000 Penalty: 4783.715332
	Iteration 106Q: 3 clusters Score -1372818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1372820.625000 Penalty: 4783.715332
	Iteration 107Q: 3 clusters Score -1372821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1372821.375000 Penalty: 4783.715332
	Iteration 108Q: 3 clusters Score -1372821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1372822.125000 Penalty: 4783.715332
	Iteration 109Q: 3 clusters Score -1372822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1372819.750000 Penalty: 4783.715332
	Iteration 110Q: 3 clusters Score -1372820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1372820.125000 Penalty: 4783.715332
	Iteration 111Q: 3 clusters Score -1372820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1372819.125000 Penalty: 4783.715332
	Iteration 112Q: 3 clusters Score -1372819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1372819.125000 Penalty: 4783.715332
	Iteration 113F: 3 clusters Score -1372819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -555535.125000 Penalty: 2135.404297
	Iteration 0F: 2 clusters Score -555535.1 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 2700 members 
Entering Unmasked Estep 
Score: -550689.937500 Penalty: 4270.808594
	Iteration 0F: 3 clusters Score -550689.9 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -551893.687500 Penalty: 4270.808594
	Iteration 1F: 3 clusters Score -551893.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -552134.875000 Penalty: 4270.808594
	Iteration 2F: 3 clusters Score -552134.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -552306.562500 Penalty: 4270.808594
	Iteration 3F: 3 clusters Score -552306.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -552473.375000 Penalty: 4270.808594
	Iteration 4Q: 3 clusters Score -552473.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -552614.875000 Penalty: 4270.808594
	Iteration 5Q: 3 clusters Score -552614.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -552718.812500 Penalty: 4270.808594
	Iteration 6Q: 3 clusters Score -552718.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -552807.125000 Penalty: 4270.808594
	Iteration 7Q: 3 clusters Score -552807.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -552893.312500 Penalty: 4270.808594
	Iteration 8Q: 3 clusters Score -552893.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -552969.062500 Penalty: 4270.808594
	Iteration 9Q: 3 clusters Score -552969.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -553040.875000 Penalty: 4270.808594
	Iteration 10Q: 3 clusters Score -553040.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -553102.437500 Penalty: 4270.808594
	Iteration 11Q: 3 clusters Score -553102.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -553150.937500 Penalty: 4270.808594
	Iteration 12Q: 3 clusters Score -553150.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -553192.312500 Penalty: 4270.808594
	Iteration 13Q: 3 clusters Score -553192.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -553231.937500 Penalty: 4270.808594
	Iteration 14Q: 3 clusters Score -553231.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -553278.562500 Penalty: 4270.808594
	Iteration 15Q: 3 clusters Score -553278.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -553335.062500 Penalty: 4270.808594
	Iteration 16Q: 3 clusters Score -553335.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -553372.687500 Penalty: 4270.808594
	Iteration 17Q: 3 clusters Score -553372.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -553414.937500 Penalty: 4270.808594
	Iteration 18Q: 3 clusters Score -553414.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -553451.062500 Penalty: 4270.808594
	Iteration 19Q: 3 clusters Score -553451.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -553477.250000 Penalty: 4270.808594
	Iteration 20F: 3 clusters Score -553477.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -553507.062500 Penalty: 4270.808594
	Iteration 21Q: 3 clusters Score -553507.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -553529.500000 Penalty: 4270.808594
	Iteration 22Q: 3 clusters Score -553529.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -553545.125000 Penalty: 4270.808594
	Iteration 23Q: 3 clusters Score -553545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -553556.000000 Penalty: 4270.808594
	Iteration 24Q: 3 clusters Score -553556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -553558.250000 Penalty: 4270.808594
	Iteration 25Q: 3 clusters Score -553558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -553560.312500 Penalty: 4270.808594
	Iteration 26Q: 3 clusters Score -553560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -553563.937500 Penalty: 4270.808594
	Iteration 27Q: 3 clusters Score -553563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -553566.125000 Penalty: 4270.808594
	Iteration 28Q: 3 clusters Score -553566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -553569.437500 Penalty: 4270.808594
	Iteration 29Q: 3 clusters Score -553569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -553571.250000 Penalty: 4270.808594
	Iteration 30Q: 3 clusters Score -553571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -553570.875000 Penalty: 4270.808594
	Iteration 31Q: 3 clusters Score -553570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -553570.875000 Penalty: 4270.808594
	Iteration 32F: 3 clusters Score -553570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -529123.312500 Penalty: 2150.818848
	Iteration 0F: 2 clusters Score -529123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -524112.375000 Penalty: 4301.637695
	Iteration 0F: 3 clusters Score -524112.4 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -525440.000000 Penalty: 4301.637695
	Iteration 1F: 3 clusters Score -525440 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -525725.375000 Penalty: 4301.637695
	Iteration 2F: 3 clusters Score -525725.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -525952.750000 Penalty: 4301.637695
	Iteration 3F: 3 clusters Score -525952.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -526165.875000 Penalty: 4301.637695
	Iteration 4F: 3 clusters Score -526165.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -526362.312500 Penalty: 4301.637695
	Iteration 5Q: 3 clusters Score -526362.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -526576.937500 Penalty: 4301.637695
	Iteration 6Q: 3 clusters Score -526576.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -526777.000000 Penalty: 4301.637695
	Iteration 7Q: 3 clusters Score -526777 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -526949.312500 Penalty: 4301.637695
	Iteration 8Q: 3 clusters Score -526949.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -527093.750000 Penalty: 4301.637695
	Iteration 9Q: 3 clusters Score -527093.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -527229.687500 Penalty: 4301.637695
	Iteration 10Q: 3 clusters Score -527229.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -527347.687500 Penalty: 4301.637695
	Iteration 11Q: 3 clusters Score -527347.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -527438.500000 Penalty: 4301.637695
	Iteration 12Q: 3 clusters Score -527438.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -527504.000000 Penalty: 4301.637695
	Iteration 13Q: 3 clusters Score -527504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -527547.187500 Penalty: 4301.637695
	Iteration 14Q: 3 clusters Score -527547.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -527592.375000 Penalty: 4301.637695
	Iteration 15Q: 3 clusters Score -527592.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -527631.500000 Penalty: 4301.637695
	Iteration 16Q: 3 clusters Score -527631.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -527664.000000 Penalty: 4301.637695
	Iteration 17Q: 3 clusters Score -527664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -527689.125000 Penalty: 4301.637695
	Iteration 18Q: 3 clusters Score -527689.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -527704.187500 Penalty: 4301.637695
	Iteration 19Q: 3 clusters Score -527704.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -527721.812500 Penalty: 4301.637695
	Iteration 20F: 3 clusters Score -527721.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -527744.875000 Penalty: 4301.637695
	Iteration 21Q: 3 clusters Score -527744.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -527767.375000 Penalty: 4301.637695
	Iteration 22Q: 3 clusters Score -527767.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -527787.187500 Penalty: 4301.637695
	Iteration 23Q: 3 clusters Score -527787.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -527804.437500 Penalty: 4301.637695
	Iteration 24Q: 3 clusters Score -527804.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -527818.062500 Penalty: 4301.637695
	Iteration 25Q: 3 clusters Score -527818.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -527829.750000 Penalty: 4301.637695
	Iteration 26Q: 3 clusters Score -527829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -527842.750000 Penalty: 4301.637695
	Iteration 27Q: 3 clusters Score -527842.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -527852.000000 Penalty: 4301.637695
	Iteration 28Q: 3 clusters Score -527852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -527861.437500 Penalty: 4301.637695
	Iteration 29Q: 3 clusters Score -527861.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -527865.062500 Penalty: 4301.637695
	Iteration 30Q: 3 clusters Score -527865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -527868.250000 Penalty: 4301.637695
	Iteration 31Q: 3 clusters Score -527868.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -527871.562500 Penalty: 4301.637695
	Iteration 32Q: 3 clusters Score -527871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -527871.687500 Penalty: 4301.637695
	Iteration 33Q: 3 clusters Score -527871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -527874.000000 Penalty: 4301.637695
	Iteration 34Q: 3 clusters Score -527874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -527875.562500 Penalty: 4301.637695
	Iteration 35Q: 3 clusters Score -527875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -527875.875000 Penalty: 4301.637695
	Iteration 36Q: 3 clusters Score -527875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -527876.625000 Penalty: 4301.637695
	Iteration 37Q: 3 clusters Score -527876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -527876.625000 Penalty: 4301.637695
	Iteration 38F: 3 clusters Score -527876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -339342.500000 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -339342.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -335655.281250 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -335655.3 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -336554.000000 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -336554 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -336802.000000 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -336802 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -336969.218750 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -336969.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -337086.000000 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -337086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -337174.906250 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -337174.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -337257.156250 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -337257.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -337338.906250 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -337338.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -337416.437500 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -337416.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -337500.375000 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -337500.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -337577.531250 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -337577.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -337655.343750 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -337655.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -337704.531250 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -337704.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -337762.687500 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -337762.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -337808.750000 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -337808.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -337864.531250 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -337864.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -337904.593750 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -337904.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -337952.343750 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -337952.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -337985.531250 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -337985.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -338007.687500 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -338007.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -338025.031250 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -338025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -338034.156250 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -338034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -338040.656250 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -338040.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -338045.812500 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -338045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -338053.875000 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -338053.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -338059.218750 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -338059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -338062.593750 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -338062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -338065.343750 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -338065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -338067.000000 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -338067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -338072.031250 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -338072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -338076.281250 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -338076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -338079.375000 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -338079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -338081.125000 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -338081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -338082.906250 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -338082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -338084.843750 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -338084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -338085.843750 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -338085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -338086.375000 Penalty: 4074.777344
	Iteration 36Q: 3 clusters Score -338086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -338087.000000 Penalty: 4074.777344
	Iteration 37Q: 3 clusters Score -338087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -338087.812500 Penalty: 4074.777344
	Iteration 38Q: 3 clusters Score -338087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -338088.406250 Penalty: 4074.777344
	Iteration 39Q: 3 clusters Score -338088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -338088.406250 Penalty: 4074.777344
	Iteration 40F: 3 clusters Score -338088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -155943.484375 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -155943.5 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 937 members 
Entering Unmasked Estep 
Score: -153478.781250 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -153478.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153960.718750 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -153960.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -154118.015625 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -154118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -154239.593750 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -154239.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -154339.734375 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -154339.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -154418.437500 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -154418.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154498.953125 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -154499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -154540.406250 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -154540.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -154569.218750 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -154569.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -154579.468750 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -154579.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154588.546875 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -154588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -154594.046875 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -154594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -154598.906250 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -154598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154604.171875 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -154604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -154612.937500 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -154612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -154614.546875 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -154614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -154616.031250 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -154616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -154616.750000 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -154616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -154618.515625 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -154618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -154619.312500 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -154619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -154620.843750 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -154620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -154621.703125 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -154621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -154621.703125 Penalty: 3723.814209
	Iteration 22F: 3 clusters Score -154621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Entering Unmasked Estep 
Score: -632686.312500 Penalty: 2168.039551
	Iteration 0F: 2 clusters Score -632686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -627344.500000 Penalty: 4336.079102
	Iteration 0F: 3 clusters Score -627344.5 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -628685.562500 Penalty: 4336.079102
	Iteration 1F: 3 clusters Score -628685.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -628956.250000 Penalty: 4336.079102
	Iteration 2F: 3 clusters Score -628956.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -629132.750000 Penalty: 4336.079102
	Iteration 3F: 3 clusters Score -629132.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -629260.125000 Penalty: 4336.079102
	Iteration 4Q: 3 clusters Score -629260.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -629357.687500 Penalty: 4336.079102
	Iteration 5Q: 3 clusters Score -629357.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -629442.375000 Penalty: 4336.079102
	Iteration 6Q: 3 clusters Score -629442.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -629524.812500 Penalty: 4336.079102
	Iteration 7Q: 3 clusters Score -629524.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -629608.125000 Penalty: 4336.079102
	Iteration 8Q: 3 clusters Score -629608.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -629701.750000 Penalty: 4336.079102
	Iteration 9Q: 3 clusters Score -629701.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -629820.687500 Penalty: 4336.079102
	Iteration 10Q: 3 clusters Score -629820.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -629953.000000 Penalty: 4336.079102
	Iteration 11Q: 3 clusters Score -629953 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -630069.750000 Penalty: 4336.079102
	Iteration 12Q: 3 clusters Score -630069.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630199.437500 Penalty: 4336.079102
	Iteration 13Q: 3 clusters Score -630199.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -630329.437500 Penalty: 4336.079102
	Iteration 14Q: 3 clusters Score -630329.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -630456.500000 Penalty: 4336.079102
	Iteration 15Q: 3 clusters Score -630456.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -630553.187500 Penalty: 4336.079102
	Iteration 16Q: 3 clusters Score -630553.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -630626.437500 Penalty: 4336.079102
	Iteration 17Q: 3 clusters Score -630626.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -630677.187500 Penalty: 4336.079102
	Iteration 18Q: 3 clusters Score -630677.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -630710.187500 Penalty: 4336.079102
	Iteration 19Q: 3 clusters Score -630710.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -630735.750000 Penalty: 4336.079102
	Iteration 20F: 3 clusters Score -630735.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -630748.625000 Penalty: 4336.079102
	Iteration 21Q: 3 clusters Score -630748.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -630761.750000 Penalty: 4336.079102
	Iteration 22Q: 3 clusters Score -630761.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -630772.687500 Penalty: 4336.079102
	Iteration 23Q: 3 clusters Score -630772.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -630779.437500 Penalty: 4336.079102
	Iteration 24Q: 3 clusters Score -630779.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -630786.437500 Penalty: 4336.079102
	Iteration 25Q: 3 clusters Score -630786.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -630792.062500 Penalty: 4336.079102
	Iteration 26Q: 3 clusters Score -630792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -630793.312500 Penalty: 4336.079102
	Iteration 27Q: 3 clusters Score -630793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -630797.937500 Penalty: 4336.079102
	Iteration 28Q: 3 clusters Score -630797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -630801.437500 Penalty: 4336.079102
	Iteration 29Q: 3 clusters Score -630801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -630806.812500 Penalty: 4336.079102
	Iteration 30Q: 3 clusters Score -630806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -630811.187500 Penalty: 4336.079102
	Iteration 31Q: 3 clusters Score -630811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -630814.937500 Penalty: 4336.079102
	Iteration 32Q: 3 clusters Score -630814.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -630817.125000 Penalty: 4336.079102
	Iteration 33Q: 3 clusters Score -630817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -630821.000000 Penalty: 4336.079102
	Iteration 34Q: 3 clusters Score -630821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -630823.500000 Penalty: 4336.079102
	Iteration 35Q: 3 clusters Score -630823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -630824.312500 Penalty: 4336.079102
	Iteration 36Q: 3 clusters Score -630824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -630826.375000 Penalty: 4336.079102
	Iteration 37Q: 3 clusters Score -630826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -630828.125000 Penalty: 4336.079102
	Iteration 38Q: 3 clusters Score -630828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -630828.062500 Penalty: 4336.079102
	Iteration 39Q: 3 clusters Score -630828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -630829.875000 Penalty: 4336.079102
	Iteration 40F: 3 clusters Score -630829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -630832.937500 Penalty: 4336.079102
	Iteration 41Q: 3 clusters Score -630832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -630835.812500 Penalty: 4336.079102
	Iteration 42Q: 3 clusters Score -630835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -630837.750000 Penalty: 4336.079102
	Iteration 43Q: 3 clusters Score -630837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -630838.375000 Penalty: 4336.079102
	Iteration 44Q: 3 clusters Score -630838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -630838.250000 Penalty: 4336.079102
	Iteration 45Q: 3 clusters Score -630838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -630838.312500 Penalty: 4336.079102
	Iteration 46Q: 3 clusters Score -630838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -630838.437500 Penalty: 4336.079102
	Iteration 47Q: 3 clusters Score -630838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -630838.437500 Penalty: 4336.079102
	Iteration 48F: 3 clusters Score -630838.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -336963.812500 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -336963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -333511.218750 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -333511.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -334266.750000 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -334266.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -334406.062500 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -334406.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -334481.187500 Penalty: 4022.026367
	Iteration 3Q: 3 clusters Score -334481.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -334521.656250 Penalty: 4022.026367
	Iteration 4Q: 3 clusters Score -334521.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334548.343750 Penalty: 4022.026367
	Iteration 5Q: 3 clusters Score -334548.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -334567.406250 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -334567.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -334587.281250 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -334587.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -334602.906250 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -334602.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -334617.531250 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -334617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -334627.625000 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -334627.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -334636.281250 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -334636.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -334644.406250 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -334644.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -334653.562500 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -334653.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -334662.875000 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -334662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -334669.125000 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -334669.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -334674.437500 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -334674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -334677.656250 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -334677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -334681.125000 Penalty: 4022.026367
	Iteration 18Q: 3 clusters Score -334681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -334683.343750 Penalty: 4022.026367
	Iteration 19Q: 3 clusters Score -334683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -334685.843750 Penalty: 4022.026367
	Iteration 20F: 3 clusters Score -334685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -334689.218750 Penalty: 4022.026367
	Iteration 21Q: 3 clusters Score -334689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -334691.062500 Penalty: 4022.026367
	Iteration 22Q: 3 clusters Score -334691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -334691.281250 Penalty: 4022.026367
	Iteration 23Q: 3 clusters Score -334691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -334691.281250 Penalty: 4022.026367
	Iteration 24F: 3 clusters Score -334691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14932 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 13650 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62479 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 42807 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4294 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14083 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11015 members 
Mstep: Class 43 contains 15438 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3697 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918612.000000 Penalty: 162199.796875
Iteration 199Q: 50 clusters Score -5.891861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62479 members 
Mstep: Class 16 contains 54737 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42805 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101941 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11011 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3698 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918604.000000 Penalty: 162199.796875
Iteration 200F: 50 clusters Score -5.89186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62479 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11010 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3698 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918588.000000 Penalty: 162199.796875
Iteration 201Q: 50 clusters Score -5.891859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62477 members 
Mstep: Class 16 contains 54733 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11009 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3699 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918592.000000 Penalty: 162199.796875
Iteration 202Q: 50 clusters Score -5.891859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25114 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62476 members 
Mstep: Class 16 contains 54729 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28717 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11011 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3700 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918608.000000 Penalty: 162199.796875
Iteration 203Q: 50 clusters Score -5.891861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62473 members 
Mstep: Class 16 contains 54723 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28717 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11014 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3701 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6262 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918620.000000 Penalty: 162199.796875
Iteration 204Q: 50 clusters Score -5.891862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62473 members 
Mstep: Class 16 contains 54718 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28718 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11018 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 3701 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918644.000000 Penalty: 162199.796875
Iteration 205Q: 50 clusters Score -5.891864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62472 members 
Mstep: Class 16 contains 54715 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11019 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3702 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918668.000000 Penalty: 162199.796875
Iteration 206Q: 50 clusters Score -5.891867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62472 members 
Mstep: Class 16 contains 54715 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42804 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11016 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3703 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918676.000000 Penalty: 162199.796875
Iteration 207Q: 50 clusters Score -5.891868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 14935 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54713 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7109 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42802 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11017 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3703 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918664.000000 Penalty: 162199.796875
Iteration 208Q: 50 clusters Score -5.891866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 14937 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54709 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7111 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42799 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11017 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3703 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918676.000000 Penalty: 162199.796875
Iteration 209Q: 50 clusters Score -5.891868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54709 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42794 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11013 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3703 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918644.000000 Penalty: 162199.796875
Iteration 210Q: 50 clusters Score -5.891864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 5533 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54709 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42791 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11010 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3703 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918656.000000 Penalty: 162199.796875
Iteration 211Q: 50 clusters Score -5.891866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54709 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42792 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11005 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3704 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918684.000000 Penalty: 162199.796875
Iteration 212Q: 50 clusters Score -5.891868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5535 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54709 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 42792 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11001 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3705 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918700.000000 Penalty: 162199.796875
Iteration 213Q: 50 clusters Score -5.89187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5535 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54708 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 42792 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10999 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3706 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918696.000000 Penalty: 162199.796875
Iteration 214Q: 50 clusters Score -5.89187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54703 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 9563 members 
Mstep: Class 20 contains 42792 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2670 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10996 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3706 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918720.000000 Penalty: 162199.796875
Iteration 215Q: 50 clusters Score -5.891872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54698 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 42790 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2670 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10999 members 
Mstep: Class 43 contains 15441 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3710 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918700.000000 Penalty: 162199.796875
Iteration 216Q: 50 clusters Score -5.89187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54695 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 42790 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5732 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2670 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10998 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3711 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918708.000000 Penalty: 162199.796875
Iteration 217Q: 50 clusters Score -5.891871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54689 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 42790 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5732 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2671 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10999 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3713 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6263 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918648.000000 Penalty: 162199.796875
Iteration 218Q: 50 clusters Score -5.891865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54682 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 42790 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5732 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2672 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11001 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3715 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6264 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918660.000000 Penalty: 162199.796875
Iteration 219Q: 50 clusters Score -5.891866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54680 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 42790 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2671 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28719 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 11000 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3716 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6264 members 
Mstep: Class 49 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918664.000000 Penalty: 162199.796875
Iteration 220F: 50 clusters Score -5.891866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54678 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 42789 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2669 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28720 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10997 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3721 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6265 members 
Mstep: Class 49 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918676.000000 Penalty: 162199.796875
Iteration 221Q: 50 clusters Score -5.891868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14943 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54677 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9561 members 
Mstep: Class 20 contains 42788 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28720 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10992 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3728 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6266 members 
Mstep: Class 49 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918684.000000 Penalty: 162199.796875
Iteration 222Q: 50 clusters Score -5.891868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13655 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54674 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 42787 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28720 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10987 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3734 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918672.000000 Penalty: 162199.796875
Iteration 223Q: 50 clusters Score -5.891867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54671 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42788 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2666 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28720 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10985 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3738 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918696.000000 Penalty: 162199.796875
Iteration 224Q: 50 clusters Score -5.89187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 54668 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42787 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2667 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28721 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10987 members 
Mstep: Class 43 contains 15442 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3737 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918720.000000 Penalty: 162199.796875
Iteration 225Q: 50 clusters Score -5.891872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54665 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42785 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10988 members 
Mstep: Class 43 contains 15443 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3736 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918704.000000 Penalty: 162199.796875
Iteration 226Q: 50 clusters Score -5.89187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54662 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42783 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28723 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15443 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3738 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918720.000000 Penalty: 162199.796875
Iteration 227Q: 50 clusters Score -5.891872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54660 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28723 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10987 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3742 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918744.000000 Penalty: 162199.796875
Iteration 228Q: 50 clusters Score -5.891874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54658 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28723 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10984 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3745 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918760.000000 Penalty: 162199.796875
Iteration 229Q: 50 clusters Score -5.891876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54654 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28723 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10984 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3747 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918760.000000 Penalty: 162199.796875
Iteration 230Q: 50 clusters Score -5.891876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54653 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5737 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28723 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 10984 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3747 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6267 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918760.000000 Penalty: 162199.796875
Iteration 231Q: 50 clusters Score -5.891876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54651 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28723 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10985 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3747 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918784.000000 Penalty: 162199.796875
Iteration 232Q: 50 clusters Score -5.891878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54648 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10986 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3747 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918768.000000 Penalty: 162199.796875
Iteration 233Q: 50 clusters Score -5.891877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54647 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10985 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3748 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918736.000000 Penalty: 162199.796875
Iteration 234Q: 50 clusters Score -5.891874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54645 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10987 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3748 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918728.000000 Penalty: 162199.796875
Iteration 235Q: 50 clusters Score -5.891873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54644 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10988 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3748 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918724.000000 Penalty: 162199.796875
Iteration 236Q: 50 clusters Score -5.891872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54642 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5738 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10990 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3749 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918712.000000 Penalty: 162199.796875
Iteration 237Q: 50 clusters Score -5.891871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54642 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5737 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10991 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3749 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918712.000000 Penalty: 162199.796875
Iteration 238Q: 50 clusters Score -5.891871e+07 nChanged 6
Entering ConstructFrom: 
Score: -58918712.000000 Penalty: 162199.796875
Entering ConstructFrom: 
Trying to split cluster 1 (23701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Entering Unmasked Estep 
Score: -2347974.750000 Penalty: 2498.171631
	Iteration 0F: 2 clusters Score -2347975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2331530.000000 Penalty: 4996.343262
	Iteration 0F: 3 clusters Score -2331530 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2337115.000000 Penalty: 4996.343262
	Iteration 1F: 3 clusters Score -2337115 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2337532.000000 Penalty: 4996.343262
	Iteration 2F: 3 clusters Score -2337532 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2337879.000000 Penalty: 4996.343262
	Iteration 3Q: 3 clusters Score -2337879 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2338164.750000 Penalty: 4996.343262
	Iteration 4Q: 3 clusters Score -2338165 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2338451.750000 Penalty: 4996.343262
	Iteration 5Q: 3 clusters Score -2338452 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2338766.000000 Penalty: 4996.343262
	Iteration 6Q: 3 clusters Score -2338766 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2339187.500000 Penalty: 4996.343262
	Iteration 7Q: 3 clusters Score -2339188 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2339743.000000 Penalty: 4996.343262
	Iteration 8Q: 3 clusters Score -2339743 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2340479.750000 Penalty: 4996.343262
	Iteration 9F: 3 clusters Score -2340480 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2341276.250000 Penalty: 4996.343262
	Iteration 10F: 3 clusters Score -2341276 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2342140.500000 Penalty: 4996.343262
	Iteration 11F: 3 clusters Score -2342140 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2342877.250000 Penalty: 4996.343262
	Iteration 12Q: 3 clusters Score -2342877 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2343503.250000 Penalty: 4996.343262
	Iteration 13Q: 3 clusters Score -2343503 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2343989.500000 Penalty: 4996.343262
	Iteration 14Q: 3 clusters Score -2343990 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2344362.750000 Penalty: 4996.343262
	Iteration 15Q: 3 clusters Score -2344363 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2344576.250000 Penalty: 4996.343262
	Iteration 16Q: 3 clusters Score -2344576 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2344720.750000 Penalty: 4996.343262
	Iteration 17Q: 3 clusters Score -2344721 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2344797.250000 Penalty: 4996.343262
	Iteration 18Q: 3 clusters Score -2344797 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2344838.750000 Penalty: 4996.343262
	Iteration 19Q: 3 clusters Score -2344839 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2344883.750000 Penalty: 4996.343262
	Iteration 20F: 3 clusters Score -2344884 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2344910.500000 Penalty: 4996.343262
	Iteration 21Q: 3 clusters Score -2344910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2344943.000000 Penalty: 4996.343262
	Iteration 22Q: 3 clusters Score -2344943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2344963.000000 Penalty: 4996.343262
	Iteration 23Q: 3 clusters Score -2344963 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2344984.750000 Penalty: 4996.343262
	Iteration 24Q: 3 clusters Score -2344985 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2345001.500000 Penalty: 4996.343262
	Iteration 25Q: 3 clusters Score -2345002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2345015.250000 Penalty: 4996.343262
	Iteration 26Q: 3 clusters Score -2345015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2345035.000000 Penalty: 4996.343262
	Iteration 27Q: 3 clusters Score -2345035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2345040.750000 Penalty: 4996.343262
	Iteration 28Q: 3 clusters Score -2345041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2345049.000000 Penalty: 4996.343262
	Iteration 29Q: 3 clusters Score -2345049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2345049.750000 Penalty: 4996.343262
	Iteration 30Q: 3 clusters Score -2345050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2345058.500000 Penalty: 4996.343262
	Iteration 31Q: 3 clusters Score -2345058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2345075.500000 Penalty: 4996.343262
	Iteration 32Q: 3 clusters Score -2345076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2345074.500000 Penalty: 4996.343262
	Iteration 33Q: 3 clusters Score -2345074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2345076.000000 Penalty: 4996.343262
	Iteration 34Q: 3 clusters Score -2345076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2345082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2345090.750000 Penalty: 4996.343262
	Iteration 36Q: 3 clusters Score -2345091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2345094.250000 Penalty: 4996.343262
	Iteration 37Q: 3 clusters Score -2345094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2345102.500000 Penalty: 4996.343262
	Iteration 38Q: 3 clusters Score -2345102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2345111.000000 Penalty: 4996.343262
	Iteration 39Q: 3 clusters Score -2345111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2345118.500000 Penalty: 4996.343262
	Iteration 40F: 3 clusters Score -2345118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2345124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2345126.750000 Penalty: 4996.343262
	Iteration 42Q: 3 clusters Score -2345127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2345129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2345134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2345132.250000 Penalty: 4996.343262
	Iteration 45Q: 3 clusters Score -2345132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2345141.250000 Penalty: 4996.343262
	Iteration 46Q: 3 clusters Score -2345141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2345143.750000 Penalty: 4996.343262
	Iteration 47Q: 3 clusters Score -2345144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2345154.250000 Penalty: 4996.343262
	Iteration 48Q: 3 clusters Score -2345154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2345158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2345156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2345160.000000 Penalty: 4996.343262
	Iteration 51Q: 3 clusters Score -2345160 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2345156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2345167.250000 Penalty: 4996.343262
	Iteration 53Q: 3 clusters Score -2345167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2345179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2345188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2345194 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2345194 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2345200 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2345210 nChanged 29
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2345210 nChanged 25
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Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2345213.000000 Penalty: 4996.343262
	Iteration 61Q: 3 clusters Score -2345213 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2345212.250000 Penalty: 4996.343262
	Iteration 62Q: 3 clusters Score -2345212 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2345215.500000 Penalty: 4996.343262
	Iteration 63Q: 3 clusters Score -2345216 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2345216 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2345221.500000 Penalty: 4996.343262
	Iteration 65Q: 3 clusters Score -2345222 nChanged 14
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Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2345220 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2345222 nChanged 20
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Mstep: Class 1 contains 3351 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2345224 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2345234 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2345232.000000 Penalty: 4996.343262
	Iteration 70Q: 3 clusters Score -2345232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2345239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2345244.500000 Penalty: 4996.343262
	Iteration 72Q: 3 clusters Score -2345244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2345250 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2345255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2345253.500000 Penalty: 4996.343262
	Iteration 75Q: 3 clusters Score -2345254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2345250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2345249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2345246.250000 Penalty: 4996.343262
	Iteration 78Q: 3 clusters Score -2345246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2345254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2345256.000000 Penalty: 4996.343262
	Iteration 80F: 3 clusters Score -2345256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2345256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2345267.750000 Penalty: 4996.343262
	Iteration 82Q: 3 clusters Score -2345268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2345266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2345265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2345266 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2345266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2345271.000000 Penalty: 4996.343262
	Iteration 87Q: 3 clusters Score -2345271 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3060 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2345276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2345273.750000 Penalty: 4996.343262
	Iteration 89Q: 3 clusters Score -2345274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2345286.750000 Penalty: 4996.343262
	Iteration 90Q: 3 clusters Score -2345287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2345287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2345290.750000 Penalty: 4996.343262
	Iteration 92Q: 3 clusters Score -2345291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2345297.750000 Penalty: 4996.343262
	Iteration 93Q: 3 clusters Score -2345298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2345303.250000 Penalty: 4996.343262
	Iteration 94Q: 3 clusters Score -2345303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2345303.750000 Penalty: 4996.343262
	Iteration 95Q: 3 clusters Score -2345304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2345305.500000 Penalty: 4996.343262
	Iteration 96Q: 3 clusters Score -2345306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2345313.750000 Penalty: 4996.343262
	Iteration 97Q: 3 clusters Score -2345314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2345320.250000 Penalty: 4996.343262
	Iteration 98Q: 3 clusters Score -2345320 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2345318.500000 Penalty: 4996.343262
	Iteration 99Q: 3 clusters Score -2345318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2345329.750000 Penalty: 4996.343262
	Iteration 100F: 3 clusters Score -2345330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2345330 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
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Entering Unmasked Estep 
Score: -2345335.750000 Penalty: 4996.343262
	Iteration 102Q: 3 clusters Score -2345336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2345338.750000 Penalty: 4996.343262
	Iteration 103Q: 3 clusters Score -2345339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2345339.250000 Penalty: 4996.343262
	Iteration 104Q: 3 clusters Score -2345339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2345338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2345338 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2345343.750000 Penalty: 4996.343262
	Iteration 107Q: 3 clusters Score -2345344 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2345352.000000 Penalty: 4996.343262
	Iteration 108Q: 3 clusters Score -2345352 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2345348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2345357.250000 Penalty: 4996.343262
	Iteration 110Q: 3 clusters Score -2345357 nChanged 24
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Mstep: Class 1 contains 2512 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2345365 nChanged 23
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Mstep: Class 1 contains 2489 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2345370 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2468 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2345379 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2444 members 
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Entering Unmasked Estep 
Score: -2345382.750000 Penalty: 4996.343262
	Iteration 114Q: 3 clusters Score -2345383 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2418 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2345389 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2345389 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2376 members 
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Entering Unmasked Estep 
Score: -2345402.250000 Penalty: 4996.343262
	Iteration 117Q: 3 clusters Score -2345402 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2362 members 
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Entering Unmasked Estep 
Score: -2345403.000000 Penalty: 4996.343262
	Iteration 118Q: 3 clusters Score -2345403 nChanged 19
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Mstep: Class 1 contains 2343 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2345406 nChanged 12
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Mstep: Class 1 contains 2333 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2345406 nChanged 25
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Mstep: Class 1 contains 2308 members 
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Entering Unmasked Estep 
Score: -2345413.750000 Penalty: 4996.343262
	Iteration 121Q: 3 clusters Score -2345414 nChanged 17
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Mstep: Class 1 contains 2295 members 
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Entering Unmasked Estep 
Score: -2345418.000000 Penalty: 4996.343262
	Iteration 122Q: 3 clusters Score -2345418 nChanged 14
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Mstep: Class 1 contains 2281 members 
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Entering Unmasked Estep 
Score: -2345423.750000 Penalty: 4996.343262
	Iteration 123Q: 3 clusters Score -2345424 nChanged 17
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Mstep: Class 1 contains 2264 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2345424 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2345431 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2345429 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2345429 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2345437 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2345448 nChanged 26
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2345458 nChanged 18
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2345461 nChanged 16
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Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2345464 nChanged 18
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Mstep: Class 1 contains 2081 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2345468 nChanged 23
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Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2345476 nChanged 15
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2345483 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2345482 nChanged 9
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Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2345487 nChanged 8
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2345483 nChanged 5
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2345484 nChanged 8
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2345490 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2345492 nChanged 6
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Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2345497 nChanged 9
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Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2345497 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2345501 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2345510 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2345511 nChanged 11
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Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2345509 nChanged 14
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Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2345512 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2345512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2345514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2345517.500000 Penalty: 4996.343262
	Iteration 151Q: 3 clusters Score -2345518 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2345523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2345528 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2345524 nChanged 7
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Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2345525 nChanged 4
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Mstep: Class 1 contains 1822 members 
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	Iteration 156Q: 3 clusters Score -2345525 nChanged 2
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Mstep: Class 1 contains 1822 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2345526 nChanged 2
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Mstep: Class 1 contains 1820 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2345528 nChanged 4
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Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2345529 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2345527 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2345528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2345534.250000 Penalty: 4996.343262
	Iteration 162Q: 3 clusters Score -2345534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2345534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2345540.250000 Penalty: 4996.343262
	Iteration 164Q: 3 clusters Score -2345540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2345543.750000 Penalty: 4996.343262
	Iteration 165Q: 3 clusters Score -2345544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2345542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2345544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2345549.750000 Penalty: 4996.343262
	Iteration 168Q: 3 clusters Score -2345550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2345555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2345562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2345574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2345583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2345588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2345598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2345611.000000 Penalty: 4996.343262
	Iteration 175Q: 3 clusters Score -2345611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2345617.500000 Penalty: 4996.343262
	Iteration 176Q: 3 clusters Score -2345618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2345639.500000 Penalty: 4996.343262
	Iteration 177Q: 3 clusters Score -2345640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2345640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2345647.000000 Penalty: 4996.343262
	Iteration 179Q: 3 clusters Score -2345647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2345657.500000 Penalty: 4996.343262
	Iteration 180F: 3 clusters Score -2345658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2345665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2345666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2345677 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2345686 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2345687 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2345692 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2345695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2345692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2345693.750000 Penalty: 4996.343262
	Iteration 189Q: 3 clusters Score -2345694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2345696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2345696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2345694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2345696 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2345697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2345698 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2345698 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2345700 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2345699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2345698 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2345703.000000 Penalty: 4996.343262
	Iteration 200F: 3 clusters Score -2345703 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2345704 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2345705 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2345704 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1258 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2345708 nChanged 1
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2345701 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2345703 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2345705 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2345710 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1249 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2345709 nChanged 0
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Entering Unmasked Estep 
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	Iteration 210F: 3 clusters Score -2345709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1067378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5911 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1058602 nChanged 4900
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Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1061320 nChanged 861
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1061870 nChanged 789
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Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1062479 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1063036.125000 Penalty: 4647.811035
	Iteration 4F: 3 clusters Score -1063036 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1063457 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1063790.000000 Penalty: 4647.811035
	Iteration 6Q: 3 clusters Score -1063790 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1064009.875000 Penalty: 4647.811035
	Iteration 7Q: 3 clusters Score -1064010 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1064172.625000 Penalty: 4647.811035
	Iteration 8Q: 3 clusters Score -1064173 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1064291.500000 Penalty: 4647.811035
	Iteration 9Q: 3 clusters Score -1064292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1064370.000000 Penalty: 4647.811035
	Iteration 10Q: 3 clusters Score -1064370 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1064442.750000 Penalty: 4647.811035
	Iteration 11Q: 3 clusters Score -1064443 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1064503.125000 Penalty: 4647.811035
	Iteration 12Q: 3 clusters Score -1064503 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1064542.375000 Penalty: 4647.811035
	Iteration 13Q: 3 clusters Score -1064542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1064574.500000 Penalty: 4647.811035
	Iteration 14Q: 3 clusters Score -1064574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1064612.000000 Penalty: 4647.811035
	Iteration 15Q: 3 clusters Score -1064612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1064646.875000 Penalty: 4647.811035
	Iteration 16Q: 3 clusters Score -1064647 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1064676.500000 Penalty: 4647.811035
	Iteration 17Q: 3 clusters Score -1064676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1064718.125000 Penalty: 4647.811035
	Iteration 18Q: 3 clusters Score -1064718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1064757.375000 Penalty: 4647.811035
	Iteration 19Q: 3 clusters Score -1064757 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1064788.875000 Penalty: 4647.811035
	Iteration 20F: 3 clusters Score -1064789 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1064821.875000 Penalty: 4647.811035
	Iteration 21Q: 3 clusters Score -1064822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1064856.125000 Penalty: 4647.811035
	Iteration 22Q: 3 clusters Score -1064856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1064887.125000 Penalty: 4647.811035
	Iteration 23Q: 3 clusters Score -1064887 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1064922.625000 Penalty: 4647.811035
	Iteration 24Q: 3 clusters Score -1064923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1064957.875000 Penalty: 4647.811035
	Iteration 25Q: 3 clusters Score -1064958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1065002.875000 Penalty: 4647.811035
	Iteration 26Q: 3 clusters Score -1065003 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1065047.625000 Penalty: 4647.811035
	Iteration 27Q: 3 clusters Score -1065048 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1065101.625000 Penalty: 4647.811035
	Iteration 28Q: 3 clusters Score -1065102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1065161.750000 Penalty: 4647.811035
	Iteration 29Q: 3 clusters Score -1065162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1065234.125000 Penalty: 4647.811035
	Iteration 30Q: 3 clusters Score -1065234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1065319.250000 Penalty: 4647.811035
	Iteration 31Q: 3 clusters Score -1065319 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1065407.875000 Penalty: 4647.811035
	Iteration 32Q: 3 clusters Score -1065408 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1065508.250000 Penalty: 4647.811035
	Iteration 33Q: 3 clusters Score -1065508 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1065612.625000 Penalty: 4647.811035
	Iteration 34Q: 3 clusters Score -1065613 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1065723.625000 Penalty: 4647.811035
	Iteration 35Q: 3 clusters Score -1065724 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1065814.625000 Penalty: 4647.811035
	Iteration 36Q: 3 clusters Score -1065815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1065893.750000 Penalty: 4647.811035
	Iteration 37Q: 3 clusters Score -1065894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1065957.625000 Penalty: 4647.811035
	Iteration 38Q: 3 clusters Score -1065958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1066011.500000 Penalty: 4647.811035
	Iteration 39Q: 3 clusters Score -1066012 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1066055.375000 Penalty: 4647.811035
	Iteration 40F: 3 clusters Score -1066055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1066089.625000 Penalty: 4647.811035
	Iteration 41Q: 3 clusters Score -1066090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1066118.125000 Penalty: 4647.811035
	Iteration 42Q: 3 clusters Score -1066118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1066158.500000 Penalty: 4647.811035
	Iteration 43Q: 3 clusters Score -1066158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1066197.750000 Penalty: 4647.811035
	Iteration 44Q: 3 clusters Score -1066198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1066231.125000 Penalty: 4647.811035
	Iteration 45Q: 3 clusters Score -1066231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1066260.500000 Penalty: 4647.811035
	Iteration 46Q: 3 clusters Score -1066260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1066307.125000 Penalty: 4647.811035
	Iteration 47Q: 3 clusters Score -1066307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1066352.250000 Penalty: 4647.811035
	Iteration 48Q: 3 clusters Score -1066352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1066387.375000 Penalty: 4647.811035
	Iteration 49Q: 3 clusters Score -1066387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1066429.250000 Penalty: 4647.811035
	Iteration 50Q: 3 clusters Score -1066429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1066460.625000 Penalty: 4647.811035
	Iteration 51Q: 3 clusters Score -1066461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1066477.875000 Penalty: 4647.811035
	Iteration 52Q: 3 clusters Score -1066478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1066487.125000 Penalty: 4647.811035
	Iteration 53Q: 3 clusters Score -1066487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1066498.625000 Penalty: 4647.811035
	Iteration 54Q: 3 clusters Score -1066499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1066512.750000 Penalty: 4647.811035
	Iteration 55Q: 3 clusters Score -1066513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1066527.250000 Penalty: 4647.811035
	Iteration 56Q: 3 clusters Score -1066527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1066539.125000 Penalty: 4647.811035
	Iteration 57Q: 3 clusters Score -1066539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1066544.750000 Penalty: 4647.811035
	Iteration 58Q: 3 clusters Score -1066545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1066543.500000 Penalty: 4647.811035
	Iteration 59Q: 3 clusters Score -1066544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1066545.750000 Penalty: 4647.811035
	Iteration 60F: 3 clusters Score -1066546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1066545.250000 Penalty: 4647.811035
	Iteration 61Q: 3 clusters Score -1066545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1066546.875000 Penalty: 4647.811035
	Iteration 62Q: 3 clusters Score -1066547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1066546.750000 Penalty: 4647.811035
	Iteration 63Q: 3 clusters Score -1066547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1066547.250000 Penalty: 4647.811035
	Iteration 64Q: 3 clusters Score -1066547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1066547.250000 Penalty: 4647.811035
	Iteration 65F: 3 clusters Score -1066547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Entering Unmasked Estep 
Score: -1493587.250000 Penalty: 2383.808838
	Iteration 0F: 2 clusters Score -1493587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1482716.625000 Penalty: 4767.617676
	Iteration 0F: 3 clusters Score -1482717 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1486067.500000 Penalty: 4767.617676
	Iteration 1F: 3 clusters Score -1486068 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1486397.375000 Penalty: 4767.617676
	Iteration 2F: 3 clusters Score -1486397 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1486659.125000 Penalty: 4767.617676
	Iteration 3Q: 3 clusters Score -1486659 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1486890.750000 Penalty: 4767.617676
	Iteration 4Q: 3 clusters Score -1486891 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1487134.375000 Penalty: 4767.617676
	Iteration 5Q: 3 clusters Score -1487134 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1487409.875000 Penalty: 4767.617676
	Iteration 6Q: 3 clusters Score -1487410 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1487724.500000 Penalty: 4767.617676
	Iteration 7Q: 3 clusters Score -1487724 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1488111.750000 Penalty: 4767.617676
	Iteration 8Q: 3 clusters Score -1488112 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1488502.500000 Penalty: 4767.617676
	Iteration 9Q: 3 clusters Score -1488502 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1488961.875000 Penalty: 4767.617676
	Iteration 10Q: 3 clusters Score -1488962 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1489420.625000 Penalty: 4767.617676
	Iteration 11Q: 3 clusters Score -1489421 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1489839.875000 Penalty: 4767.617676
	Iteration 12Q: 3 clusters Score -1489840 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1490181.125000 Penalty: 4767.617676
	Iteration 13Q: 3 clusters Score -1490181 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1490442.250000 Penalty: 4767.617676
	Iteration 14Q: 3 clusters Score -1490442 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1490653.625000 Penalty: 4767.617676
	Iteration 15Q: 3 clusters Score -1490654 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1490819.750000 Penalty: 4767.617676
	Iteration 16Q: 3 clusters Score -1490820 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1490952.875000 Penalty: 4767.617676
	Iteration 17Q: 3 clusters Score -1490953 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1491071.375000 Penalty: 4767.617676
	Iteration 18Q: 3 clusters Score -1491071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1491191.875000 Penalty: 4767.617676
	Iteration 19Q: 3 clusters Score -1491192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1491264.875000 Penalty: 4767.617676
	Iteration 20F: 3 clusters Score -1491265 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1491327.250000 Penalty: 4767.617676
	Iteration 21Q: 3 clusters Score -1491327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1491364.625000 Penalty: 4767.617676
	Iteration 22Q: 3 clusters Score -1491365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1491382.375000 Penalty: 4767.617676
	Iteration 23Q: 3 clusters Score -1491382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1491397.000000 Penalty: 4767.617676
	Iteration 24Q: 3 clusters Score -1491397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1491405.625000 Penalty: 4767.617676
	Iteration 25Q: 3 clusters Score -1491406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1491415.625000 Penalty: 4767.617676
	Iteration 26Q: 3 clusters Score -1491416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1491420.500000 Penalty: 4767.617676
	Iteration 27Q: 3 clusters Score -1491420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1491425.625000 Penalty: 4767.617676
	Iteration 28Q: 3 clusters Score -1491426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1491429.250000 Penalty: 4767.617676
	Iteration 29Q: 3 clusters Score -1491429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1491433.875000 Penalty: 4767.617676
	Iteration 30Q: 3 clusters Score -1491434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1491441.375000 Penalty: 4767.617676
	Iteration 31Q: 3 clusters Score -1491441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1491448.875000 Penalty: 4767.617676
	Iteration 32Q: 3 clusters Score -1491449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1491455.750000 Penalty: 4767.617676
	Iteration 33Q: 3 clusters Score -1491456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1491464.125000 Penalty: 4767.617676
	Iteration 34Q: 3 clusters Score -1491464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1491472.500000 Penalty: 4767.617676
	Iteration 35Q: 3 clusters Score -1491472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1491480.250000 Penalty: 4767.617676
	Iteration 36Q: 3 clusters Score -1491480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1491487.750000 Penalty: 4767.617676
	Iteration 37Q: 3 clusters Score -1491488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1491493.250000 Penalty: 4767.617676
	Iteration 38Q: 3 clusters Score -1491493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1491503.250000 Penalty: 4767.617676
	Iteration 39Q: 3 clusters Score -1491503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1491509.625000 Penalty: 4767.617676
	Iteration 40F: 3 clusters Score -1491510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1491509.500000 Penalty: 4767.617676
	Iteration 41Q: 3 clusters Score -1491510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1491513.000000 Penalty: 4767.617676
	Iteration 42Q: 3 clusters Score -1491513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1491515.000000 Penalty: 4767.617676
	Iteration 43Q: 3 clusters Score -1491515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1491514.750000 Penalty: 4767.617676
	Iteration 44Q: 3 clusters Score -1491515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1491513.125000 Penalty: 4767.617676
	Iteration 45Q: 3 clusters Score -1491513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1491513.125000 Penalty: 4767.617676
	Iteration 46F: 3 clusters Score -1491513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -562788.375000 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -562788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -557934.875000 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -557934.9 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -559078.062500 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -559078.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -559316.687500 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -559316.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -559463.062500 Penalty: 4275.664062
	Iteration 3F: 3 clusters Score -559463.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -559565.000000 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -559565 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -559675.687500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -559675.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -559782.500000 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -559782.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -559904.625000 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -559904.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -560045.625000 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -560045.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -560200.687500 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -560200.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -560320.437500 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -560320.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -560411.375000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -560411.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -560484.000000 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -560484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -560547.562500 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -560547.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -560599.187500 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -560599.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -560631.500000 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -560631.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -560658.750000 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -560658.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -560681.062500 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -560681.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -560702.562500 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -560702.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -560725.875000 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -560725.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -560750.750000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -560750.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -560772.187500 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -560772.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -560800.312500 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -560800.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -560817.562500 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -560817.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -560833.000000 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -560833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -560845.125000 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -560845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -560850.500000 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -560850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -560857.687500 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -560857.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -560866.062500 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -560866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -560870.812500 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -560870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -560875.687500 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -560875.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -560882.000000 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -560882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -560890.125000 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -560890.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -560900.937500 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -560900.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -560910.562500 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -560910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -560915.437500 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -560915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -560918.937500 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -560918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -560922.750000 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -560922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -560928.437500 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -560928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -560934.875000 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -560934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -560937.000000 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -560937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -560938.937500 Penalty: 4275.664062
	Iteration 41Q: 3 clusters Score -560938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -560940.062500 Penalty: 4275.664062
	Iteration 42Q: 3 clusters Score -560940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -560942.812500 Penalty: 4275.664062
	Iteration 43Q: 3 clusters Score -560942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -560946.312500 Penalty: 4275.664062
	Iteration 44Q: 3 clusters Score -560946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -560949.687500 Penalty: 4275.664062
	Iteration 45Q: 3 clusters Score -560949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -560953.750000 Penalty: 4275.664062
	Iteration 46Q: 3 clusters Score -560953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -560958.500000 Penalty: 4275.664062
	Iteration 47Q: 3 clusters Score -560958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -560961.562500 Penalty: 4275.664062
	Iteration 48Q: 3 clusters Score -560961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -560962.687500 Penalty: 4275.664062
	Iteration 49Q: 3 clusters Score -560962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -560962.687500 Penalty: 4275.664062
	Iteration 50F: 3 clusters Score -560962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -567621.250000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -567621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -562337.625000 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -562337.6 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -563791.312500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -563791.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -564102.812500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -564102.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -564335.250000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -564335.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -564511.500000 Penalty: 4330.262207
	Iteration 4Q: 3 clusters Score -564511.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -564665.000000 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -564665 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -564776.000000 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -564776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -564884.437500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -564884.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -564981.312500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -564981.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -565097.437500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -565097.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -565230.437500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -565230.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -565360.562500 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -565360.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -565482.375000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -565482.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -565572.312500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -565572.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -565649.312500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -565649.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -565711.375000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -565711.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -565758.687500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -565758.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -565795.250000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -565795.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -565826.687500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -565826.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -565850.812500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -565850.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -565875.625000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -565875.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -565891.562500 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -565891.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -565901.937500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -565901.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -565911.750000 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -565911.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -565921.062500 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -565921.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -565933.750000 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -565933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -565938.687500 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -565938.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -565942.687500 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -565942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -565945.812500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -565945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -565951.625000 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -565951.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -565954.375000 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -565954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -565957.500000 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -565957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -565958.250000 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -565958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -565960.500000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -565960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -565962.687500 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -565962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -565963.437500 Penalty: 4330.262207
	Iteration 35Q: 3 clusters Score -565963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -565964.812500 Penalty: 4330.262207
	Iteration 36Q: 3 clusters Score -565964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -565966.937500 Penalty: 4330.262207
	Iteration 37Q: 3 clusters Score -565966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -565966.875000 Penalty: 4330.262207
	Iteration 38Q: 3 clusters Score -565966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -565967.125000 Penalty: 4330.262207
	Iteration 39Q: 3 clusters Score -565967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -565967.125000 Penalty: 4330.262207
	Iteration 40F: 3 clusters Score -565967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Entering Unmasked Estep 
Score: -2439795.000000 Penalty: 2512.542725
	Iteration 0F: 2 clusters Score -2439795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2422516.000000 Penalty: 5025.085449
	Iteration 0F: 3 clusters Score -2422516 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2428738.000000 Penalty: 5025.085449
	Iteration 1F: 3 clusters Score -2428738 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2429344.000000 Penalty: 5025.085449
	Iteration 2F: 3 clusters Score -2429344 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2429902.250000 Penalty: 5025.085449
	Iteration 3F: 3 clusters Score -2429902 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2430449.750000 Penalty: 5025.085449
	Iteration 4Q: 3 clusters Score -2430450 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2430972.250000 Penalty: 5025.085449
	Iteration 5Q: 3 clusters Score -2430972 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2431509.250000 Penalty: 5025.085449
	Iteration 6Q: 3 clusters Score -2431509 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2432092.500000 Penalty: 5025.085449
	Iteration 7Q: 3 clusters Score -2432092 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2432686.500000 Penalty: 5025.085449
	Iteration 8Q: 3 clusters Score -2432686 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2433234.500000 Penalty: 5025.085449
	Iteration 9Q: 3 clusters Score -2433234 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2433725.000000 Penalty: 5025.085449
	Iteration 10Q: 3 clusters Score -2433725 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2434233.750000 Penalty: 5025.085449
	Iteration 11Q: 3 clusters Score -2434234 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2434701.250000 Penalty: 5025.085449
	Iteration 12Q: 3 clusters Score -2434701 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2435142.500000 Penalty: 5025.085449
	Iteration 13Q: 3 clusters Score -2435142 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2435593.500000 Penalty: 5025.085449
	Iteration 14Q: 3 clusters Score -2435594 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2435946.250000 Penalty: 5025.085449
	Iteration 15Q: 3 clusters Score -2435946 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2436232.500000 Penalty: 5025.085449
	Iteration 16Q: 3 clusters Score -2436232 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2436427.250000 Penalty: 5025.085449
	Iteration 17Q: 3 clusters Score -2436427 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2436548.750000 Penalty: 5025.085449
	Iteration 18Q: 3 clusters Score -2436549 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2436669.500000 Penalty: 5025.085449
	Iteration 19Q: 3 clusters Score -2436670 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2436801.750000 Penalty: 5025.085449
	Iteration 20F: 3 clusters Score -2436802 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2436887.250000 Penalty: 5025.085449
	Iteration 21Q: 3 clusters Score -2436887 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2436969.000000 Penalty: 5025.085449
	Iteration 22Q: 3 clusters Score -2436969 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2437031.750000 Penalty: 5025.085449
	Iteration 23Q: 3 clusters Score -2437032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2437092.750000 Penalty: 5025.085449
	Iteration 24Q: 3 clusters Score -2437093 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2437134.500000 Penalty: 5025.085449
	Iteration 25Q: 3 clusters Score -2437134 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2437180.250000 Penalty: 5025.085449
	Iteration 26Q: 3 clusters Score -2437180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2437212.500000 Penalty: 5025.085449
	Iteration 27Q: 3 clusters Score -2437212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2437241.250000 Penalty: 5025.085449
	Iteration 28Q: 3 clusters Score -2437241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2437249.500000 Penalty: 5025.085449
	Iteration 29Q: 3 clusters Score -2437250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2437264.000000 Penalty: 5025.085449
	Iteration 30Q: 3 clusters Score -2437264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2437277.750000 Penalty: 5025.085449
	Iteration 31Q: 3 clusters Score -2437278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2437297.000000 Penalty: 5025.085449
	Iteration 32Q: 3 clusters Score -2437297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2437320.250000 Penalty: 5025.085449
	Iteration 33Q: 3 clusters Score -2437320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2437333.000000 Penalty: 5025.085449
	Iteration 34Q: 3 clusters Score -2437333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2437350.750000 Penalty: 5025.085449
	Iteration 35Q: 3 clusters Score -2437351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2437366.250000 Penalty: 5025.085449
	Iteration 36Q: 3 clusters Score -2437366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2437368.500000 Penalty: 5025.085449
	Iteration 37Q: 3 clusters Score -2437368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2437377.250000 Penalty: 5025.085449
	Iteration 38Q: 3 clusters Score -2437377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2437388.750000 Penalty: 5025.085449
	Iteration 39Q: 3 clusters Score -2437389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2437394.250000 Penalty: 5025.085449
	Iteration 40F: 3 clusters Score -2437394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2437401.750000 Penalty: 5025.085449
	Iteration 41Q: 3 clusters Score -2437402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2437392.500000 Penalty: 5025.085449
	Iteration 42Q: 3 clusters Score -2437392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2437402.750000 Penalty: 5025.085449
	Iteration 43Q: 3 clusters Score -2437403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2437403.500000 Penalty: 5025.085449
	Iteration 44Q: 3 clusters Score -2437404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2437418.750000 Penalty: 5025.085449
	Iteration 45Q: 3 clusters Score -2437419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2437415.250000 Penalty: 5025.085449
	Iteration 46Q: 3 clusters Score -2437415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2437424.500000 Penalty: 5025.085449
	Iteration 47Q: 3 clusters Score -2437424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2437426.750000 Penalty: 5025.085449
	Iteration 48Q: 3 clusters Score -2437427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2437435.500000 Penalty: 5025.085449
	Iteration 49Q: 3 clusters Score -2437436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2437441.250000 Penalty: 5025.085449
	Iteration 50Q: 3 clusters Score -2437441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2437450.750000 Penalty: 5025.085449
	Iteration 51Q: 3 clusters Score -2437451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2437447.000000 Penalty: 5025.085449
	Iteration 52Q: 3 clusters Score -2437447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2437454.500000 Penalty: 5025.085449
	Iteration 53Q: 3 clusters Score -2437454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2437463.500000 Penalty: 5025.085449
	Iteration 54Q: 3 clusters Score -2437464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2437470.000000 Penalty: 5025.085449
	Iteration 55Q: 3 clusters Score -2437470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2437480.250000 Penalty: 5025.085449
	Iteration 56Q: 3 clusters Score -2437480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2437481.750000 Penalty: 5025.085449
	Iteration 57Q: 3 clusters Score -2437482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2437491.250000 Penalty: 5025.085449
	Iteration 58Q: 3 clusters Score -2437491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2437492.000000 Penalty: 5025.085449
	Iteration 59Q: 3 clusters Score -2437492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2437492.250000 Penalty: 5025.085449
	Iteration 60F: 3 clusters Score -2437492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2437502.250000 Penalty: 5025.085449
	Iteration 61Q: 3 clusters Score -2437502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2437505.250000 Penalty: 5025.085449
	Iteration 62Q: 3 clusters Score -2437505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2437515.000000 Penalty: 5025.085449
	Iteration 63Q: 3 clusters Score -2437515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2437519.500000 Penalty: 5025.085449
	Iteration 64Q: 3 clusters Score -2437520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2437521.500000 Penalty: 5025.085449
	Iteration 65Q: 3 clusters Score -2437522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2437523.000000 Penalty: 5025.085449
	Iteration 66Q: 3 clusters Score -2437523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2437535.750000 Penalty: 5025.085449
	Iteration 67Q: 3 clusters Score -2437536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2437549.000000 Penalty: 5025.085449
	Iteration 68Q: 3 clusters Score -2437549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2437554.250000 Penalty: 5025.085449
	Iteration 69Q: 3 clusters Score -2437554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2437559.250000 Penalty: 5025.085449
	Iteration 70Q: 3 clusters Score -2437559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2437561.500000 Penalty: 5025.085449
	Iteration 71Q: 3 clusters Score -2437562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2437569.500000 Penalty: 5025.085449
	Iteration 72Q: 3 clusters Score -2437570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2437573.500000 Penalty: 5025.085449
	Iteration 73Q: 3 clusters Score -2437574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2437585.250000 Penalty: 5025.085449
	Iteration 74Q: 3 clusters Score -2437585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2437592.000000 Penalty: 5025.085449
	Iteration 75Q: 3 clusters Score -2437592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2437587.500000 Penalty: 5025.085449
	Iteration 76Q: 3 clusters Score -2437588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2437601.500000 Penalty: 5025.085449
	Iteration 77Q: 3 clusters Score -2437602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2437607.250000 Penalty: 5025.085449
	Iteration 78Q: 3 clusters Score -2437607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2437610.500000 Penalty: 5025.085449
	Iteration 79Q: 3 clusters Score -2437610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2437624.250000 Penalty: 5025.085449
	Iteration 80F: 3 clusters Score -2437624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2437638.750000 Penalty: 5025.085449
	Iteration 81Q: 3 clusters Score -2437639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2437636.500000 Penalty: 5025.085449
	Iteration 82Q: 3 clusters Score -2437636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2437636.000000 Penalty: 5025.085449
	Iteration 83Q: 3 clusters Score -2437636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2437644.000000 Penalty: 5025.085449
	Iteration 84Q: 3 clusters Score -2437644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2437657.250000 Penalty: 5025.085449
	Iteration 85Q: 3 clusters Score -2437657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2437672.500000 Penalty: 5025.085449
	Iteration 86Q: 3 clusters Score -2437672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2437682.500000 Penalty: 5025.085449
	Iteration 87Q: 3 clusters Score -2437682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2437685.750000 Penalty: 5025.085449
	Iteration 88Q: 3 clusters Score -2437686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2437701.000000 Penalty: 5025.085449
	Iteration 89Q: 3 clusters Score -2437701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2437709.500000 Penalty: 5025.085449
	Iteration 90Q: 3 clusters Score -2437710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2437712.500000 Penalty: 5025.085449
	Iteration 91Q: 3 clusters Score -2437712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2437719.250000 Penalty: 5025.085449
	Iteration 92Q: 3 clusters Score -2437719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2437730.500000 Penalty: 5025.085449
	Iteration 93Q: 3 clusters Score -2437730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2437742.000000 Penalty: 5025.085449
	Iteration 94Q: 3 clusters Score -2437742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2437756.000000 Penalty: 5025.085449
	Iteration 95Q: 3 clusters Score -2437756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2437770.500000 Penalty: 5025.085449
	Iteration 96Q: 3 clusters Score -2437770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2437786.750000 Penalty: 5025.085449
	Iteration 97Q: 3 clusters Score -2437787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2437793.500000 Penalty: 5025.085449
	Iteration 98Q: 3 clusters Score -2437794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2437812.250000 Penalty: 5025.085449
	Iteration 99Q: 3 clusters Score -2437812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2437821.750000 Penalty: 5025.085449
	Iteration 100F: 3 clusters Score -2437822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2437832.750000 Penalty: 5025.085449
	Iteration 101Q: 3 clusters Score -2437833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2437844.250000 Penalty: 5025.085449
	Iteration 102Q: 3 clusters Score -2437844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2437851.750000 Penalty: 5025.085449
	Iteration 103Q: 3 clusters Score -2437852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2437862.750000 Penalty: 5025.085449
	Iteration 104Q: 3 clusters Score -2437863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2437871.750000 Penalty: 5025.085449
	Iteration 105Q: 3 clusters Score -2437872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2437867.500000 Penalty: 5025.085449
	Iteration 106Q: 3 clusters Score -2437868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2437879.000000 Penalty: 5025.085449
	Iteration 107Q: 3 clusters Score -2437879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2437886.750000 Penalty: 5025.085449
	Iteration 108Q: 3 clusters Score -2437887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2437886.250000 Penalty: 5025.085449
	Iteration 109Q: 3 clusters Score -2437886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2437894.500000 Penalty: 5025.085449
	Iteration 110Q: 3 clusters Score -2437894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2437909.000000 Penalty: 5025.085449
	Iteration 111Q: 3 clusters Score -2437909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2437909.250000 Penalty: 5025.085449
	Iteration 112Q: 3 clusters Score -2437909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2437919.250000 Penalty: 5025.085449
	Iteration 113Q: 3 clusters Score -2437919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2437938.500000 Penalty: 5025.085449
	Iteration 114Q: 3 clusters Score -2437938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2437959.750000 Penalty: 5025.085449
	Iteration 115Q: 3 clusters Score -2437960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2437974.500000 Penalty: 5025.085449
	Iteration 116Q: 3 clusters Score -2437974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2437995.500000 Penalty: 5025.085449
	Iteration 117Q: 3 clusters Score -2437996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2438005.750000 Penalty: 5025.085449
	Iteration 118Q: 3 clusters Score -2438006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2438030.500000 Penalty: 5025.085449
	Iteration 119Q: 3 clusters Score -2438030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2438033.000000 Penalty: 5025.085449
	Iteration 120F: 3 clusters Score -2438033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2438044.500000 Penalty: 5025.085449
	Iteration 121Q: 3 clusters Score -2438044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2438045.000000 Penalty: 5025.085449
	Iteration 122Q: 3 clusters Score -2438045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2438054.000000 Penalty: 5025.085449
	Iteration 123Q: 3 clusters Score -2438054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2438055.000000 Penalty: 5025.085449
	Iteration 124Q: 3 clusters Score -2438055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2438060.750000 Penalty: 5025.085449
	Iteration 125Q: 3 clusters Score -2438061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2438067.000000 Penalty: 5025.085449
	Iteration 126Q: 3 clusters Score -2438067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2438061.000000 Penalty: 5025.085449
	Iteration 127Q: 3 clusters Score -2438061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2438064.500000 Penalty: 5025.085449
	Iteration 128Q: 3 clusters Score -2438064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2438068.250000 Penalty: 5025.085449
	Iteration 129Q: 3 clusters Score -2438068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2438066.750000 Penalty: 5025.085449
	Iteration 130Q: 3 clusters Score -2438067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2438069.000000 Penalty: 5025.085449
	Iteration 131Q: 3 clusters Score -2438069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2438070.500000 Penalty: 5025.085449
	Iteration 132Q: 3 clusters Score -2438070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2438073.000000 Penalty: 5025.085449
	Iteration 133Q: 3 clusters Score -2438073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2438074.500000 Penalty: 5025.085449
	Iteration 134Q: 3 clusters Score -2438074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2438074.250000 Penalty: 5025.085449
	Iteration 135Q: 3 clusters Score -2438074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2438074.000000 Penalty: 5025.085449
	Iteration 136Q: 3 clusters Score -2438074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2438075.000000 Penalty: 5025.085449
	Iteration 137Q: 3 clusters Score -2438075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2438073.500000 Penalty: 5025.085449
	Iteration 138Q: 3 clusters Score -2438074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2438077.250000 Penalty: 5025.085449
	Iteration 139Q: 3 clusters Score -2438077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2438076.250000 Penalty: 5025.085449
	Iteration 140F: 3 clusters Score -2438076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2438075.000000 Penalty: 5025.085449
	Iteration 141Q: 3 clusters Score -2438075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2438075.750000 Penalty: 5025.085449
	Iteration 142Q: 3 clusters Score -2438076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2438075.250000 Penalty: 5025.085449
	Iteration 143Q: 3 clusters Score -2438075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2438075.250000 Penalty: 5025.085449
	Iteration 144Q: 3 clusters Score -2438075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2438075.250000 Penalty: 5025.085449
	Iteration 145F: 3 clusters Score -2438075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -298970.906250 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -298970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -295516.437500 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -295516.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -296490.625000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -296490.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -296922.687500 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -296922.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -297285.937500 Penalty: 4027.664795
	Iteration 3F: 3 clusters Score -297285.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -297544.625000 Penalty: 4027.664795
	Iteration 4F: 3 clusters Score -297544.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -297783.312500 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -297783.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -297956.218750 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -297956.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -298043.375000 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -298043.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -298085.031250 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -298085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -298114.406250 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -298114.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298133.093750 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -298133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -298141.781250 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -298141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298150.968750 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -298151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -298159.250000 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -298159.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -298167.218750 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -298167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -298173.312500 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -298173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -298179.125000 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -298179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -298189.500000 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -298189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -298193.968750 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -298194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298195.562500 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -298195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -298197.343750 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -298197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -298198.687500 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -298198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -298201.531250 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -298201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -298203.812500 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -298203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -298204.125000 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -298204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -298204.281250 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -298204.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -298204.906250 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -298204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -298204.906250 Penalty: 4027.664795
	Iteration 27F: 3 clusters Score -298204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -956562.562500 Penalty: 2286.288086
	Iteration 0F: 2 clusters Score -956562.6 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 5062 members 
Entering Unmasked Estep 
Score: -948895.625000 Penalty: 4572.576172
	Iteration 0F: 3 clusters Score -948895.6 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -951394.187500 Penalty: 4572.576172
	Iteration 1F: 3 clusters Score -951394.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -951871.750000 Penalty: 4572.576172
	Iteration 2F: 3 clusters Score -951871.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -952298.562500 Penalty: 4572.576172
	Iteration 3F: 3 clusters Score -952298.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -952672.250000 Penalty: 4572.576172
	Iteration 4F: 3 clusters Score -952672.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -952970.750000 Penalty: 4572.576172
	Iteration 5Q: 3 clusters Score -952970.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -953206.750000 Penalty: 4572.576172
	Iteration 6Q: 3 clusters Score -953206.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -953406.187500 Penalty: 4572.576172
	Iteration 7Q: 3 clusters Score -953406.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -953561.375000 Penalty: 4572.576172
	Iteration 8Q: 3 clusters Score -953561.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -953683.312500 Penalty: 4572.576172
	Iteration 9Q: 3 clusters Score -953683.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -953779.187500 Penalty: 4572.576172
	Iteration 10Q: 3 clusters Score -953779.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -953853.937500 Penalty: 4572.576172
	Iteration 11Q: 3 clusters Score -953853.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -953913.937500 Penalty: 4572.576172
	Iteration 12Q: 3 clusters Score -953913.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -953966.562500 Penalty: 4572.576172
	Iteration 13Q: 3 clusters Score -953966.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -954006.625000 Penalty: 4572.576172
	Iteration 14Q: 3 clusters Score -954006.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -954043.812500 Penalty: 4572.576172
	Iteration 15Q: 3 clusters Score -954043.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -954080.812500 Penalty: 4572.576172
	Iteration 16Q: 3 clusters Score -954080.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -954115.812500 Penalty: 4572.576172
	Iteration 17Q: 3 clusters Score -954115.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -954145.500000 Penalty: 4572.576172
	Iteration 18Q: 3 clusters Score -954145.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -954173.125000 Penalty: 4572.576172
	Iteration 19Q: 3 clusters Score -954173.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -954205.625000 Penalty: 4572.576172
	Iteration 20F: 3 clusters Score -954205.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -954250.687500 Penalty: 4572.576172
	Iteration 21Q: 3 clusters Score -954250.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -954312.562500 Penalty: 4572.576172
	Iteration 22Q: 3 clusters Score -954312.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -954387.812500 Penalty: 4572.576172
	Iteration 23Q: 3 clusters Score -954387.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -954474.250000 Penalty: 4572.576172
	Iteration 24Q: 3 clusters Score -954474.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -954556.562500 Penalty: 4572.576172
	Iteration 25Q: 3 clusters Score -954556.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -954627.000000 Penalty: 4572.576172
	Iteration 26Q: 3 clusters Score -954627 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -954711.562500 Penalty: 4572.576172
	Iteration 27Q: 3 clusters Score -954711.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -954769.937500 Penalty: 4572.576172
	Iteration 28Q: 3 clusters Score -954769.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -954818.625000 Penalty: 4572.576172
	Iteration 29Q: 3 clusters Score -954818.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -954849.812500 Penalty: 4572.576172
	Iteration 30Q: 3 clusters Score -954849.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -954875.875000 Penalty: 4572.576172
	Iteration 31Q: 3 clusters Score -954875.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -954885.812500 Penalty: 4572.576172
	Iteration 32Q: 3 clusters Score -954885.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -954895.062500 Penalty: 4572.576172
	Iteration 33Q: 3 clusters Score -954895.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -954902.750000 Penalty: 4572.576172
	Iteration 34Q: 3 clusters Score -954902.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -954906.875000 Penalty: 4572.576172
	Iteration 35Q: 3 clusters Score -954906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -954910.812500 Penalty: 4572.576172
	Iteration 36Q: 3 clusters Score -954910.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -954919.125000 Penalty: 4572.576172
	Iteration 37Q: 3 clusters Score -954919.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -954926.250000 Penalty: 4572.576172
	Iteration 38Q: 3 clusters Score -954926.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -954927.250000 Penalty: 4572.576172
	Iteration 39Q: 3 clusters Score -954927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -954932.125000 Penalty: 4572.576172
	Iteration 40F: 3 clusters Score -954932.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -954935.812500 Penalty: 4572.576172
	Iteration 41Q: 3 clusters Score -954935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -954936.437500 Penalty: 4572.576172
	Iteration 42Q: 3 clusters Score -954936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -954940.125000 Penalty: 4572.576172
	Iteration 43Q: 3 clusters Score -954940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -954942.250000 Penalty: 4572.576172
	Iteration 44Q: 3 clusters Score -954942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -954944.250000 Penalty: 4572.576172
	Iteration 45Q: 3 clusters Score -954944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -954944.250000 Penalty: 4572.576172
	Iteration 46Q: 3 clusters Score -954944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -954944.250000 Penalty: 4572.576172
	Iteration 47F: 3 clusters Score -954944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Entering Unmasked Estep 
Score: -1106559.500000 Penalty: 2313.308594
	Iteration 0F: 2 clusters Score -1106560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1098078.625000 Penalty: 4626.617188
	Iteration 0F: 3 clusters Score -1098079 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1100802.250000 Penalty: 4626.617188
	Iteration 1F: 3 clusters Score -1100802 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1101208.625000 Penalty: 4626.617188
	Iteration 2F: 3 clusters Score -1101209 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1101517.750000 Penalty: 4626.617188
	Iteration 3F: 3 clusters Score -1101518 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1101770.875000 Penalty: 4626.617188
	Iteration 4Q: 3 clusters Score -1101771 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1101981.625000 Penalty: 4626.617188
	Iteration 5Q: 3 clusters Score -1101982 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1102143.875000 Penalty: 4626.617188
	Iteration 6Q: 3 clusters Score -1102144 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1102281.250000 Penalty: 4626.617188
	Iteration 7Q: 3 clusters Score -1102281 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1102408.625000 Penalty: 4626.617188
	Iteration 8Q: 3 clusters Score -1102409 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1102536.000000 Penalty: 4626.617188
	Iteration 9Q: 3 clusters Score -1102536 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1102670.875000 Penalty: 4626.617188
	Iteration 10Q: 3 clusters Score -1102671 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1102764.375000 Penalty: 4626.617188
	Iteration 11Q: 3 clusters Score -1102764 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1102855.375000 Penalty: 4626.617188
	Iteration 12Q: 3 clusters Score -1102855 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1102940.875000 Penalty: 4626.617188
	Iteration 13Q: 3 clusters Score -1102941 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1103035.875000 Penalty: 4626.617188
	Iteration 14Q: 3 clusters Score -1103036 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1103111.875000 Penalty: 4626.617188
	Iteration 15Q: 3 clusters Score -1103112 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1103178.625000 Penalty: 4626.617188
	Iteration 16Q: 3 clusters Score -1103179 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1103251.625000 Penalty: 4626.617188
	Iteration 17Q: 3 clusters Score -1103252 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1103328.625000 Penalty: 4626.617188
	Iteration 18Q: 3 clusters Score -1103329 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1103402.875000 Penalty: 4626.617188
	Iteration 19Q: 3 clusters Score -1103403 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1103470.625000 Penalty: 4626.617188
	Iteration 20F: 3 clusters Score -1103471 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1103539.875000 Penalty: 4626.617188
	Iteration 21Q: 3 clusters Score -1103540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1103606.750000 Penalty: 4626.617188
	Iteration 22Q: 3 clusters Score -1103607 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1103680.250000 Penalty: 4626.617188
	Iteration 23Q: 3 clusters Score -1103680 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1103752.125000 Penalty: 4626.617188
	Iteration 24Q: 3 clusters Score -1103752 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1103821.500000 Penalty: 4626.617188
	Iteration 25Q: 3 clusters Score -1103822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1103895.625000 Penalty: 4626.617188
	Iteration 26Q: 3 clusters Score -1103896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1103948.250000 Penalty: 4626.617188
	Iteration 27Q: 3 clusters Score -1103948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1103997.250000 Penalty: 4626.617188
	Iteration 28Q: 3 clusters Score -1103997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1104033.875000 Penalty: 4626.617188
	Iteration 29Q: 3 clusters Score -1104034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1104066.750000 Penalty: 4626.617188
	Iteration 30Q: 3 clusters Score -1104067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1104095.625000 Penalty: 4626.617188
	Iteration 31Q: 3 clusters Score -1104096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1104116.125000 Penalty: 4626.617188
	Iteration 32Q: 3 clusters Score -1104116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1104134.500000 Penalty: 4626.617188
	Iteration 33Q: 3 clusters Score -1104134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1104154.375000 Penalty: 4626.617188
	Iteration 34Q: 3 clusters Score -1104154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1104175.750000 Penalty: 4626.617188
	Iteration 35Q: 3 clusters Score -1104176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1104194.500000 Penalty: 4626.617188
	Iteration 36Q: 3 clusters Score -1104194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1104214.625000 Penalty: 4626.617188
	Iteration 37Q: 3 clusters Score -1104215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1104237.875000 Penalty: 4626.617188
	Iteration 38Q: 3 clusters Score -1104238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1104260.625000 Penalty: 4626.617188
	Iteration 39Q: 3 clusters Score -1104261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1104281.750000 Penalty: 4626.617188
	Iteration 40F: 3 clusters Score -1104282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1104296.250000 Penalty: 4626.617188
	Iteration 41Q: 3 clusters Score -1104296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1104316.875000 Penalty: 4626.617188
	Iteration 42Q: 3 clusters Score -1104317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1104335.500000 Penalty: 4626.617188
	Iteration 43Q: 3 clusters Score -1104336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1104353.000000 Penalty: 4626.617188
	Iteration 44Q: 3 clusters Score -1104353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1104371.250000 Penalty: 4626.617188
	Iteration 45Q: 3 clusters Score -1104371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1104393.250000 Penalty: 4626.617188
	Iteration 46Q: 3 clusters Score -1104393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1104409.375000 Penalty: 4626.617188
	Iteration 47Q: 3 clusters Score -1104409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1104420.625000 Penalty: 4626.617188
	Iteration 48Q: 3 clusters Score -1104421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1104425.250000 Penalty: 4626.617188
	Iteration 49Q: 3 clusters Score -1104425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1104435.500000 Penalty: 4626.617188
	Iteration 50Q: 3 clusters Score -1104436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1104445.875000 Penalty: 4626.617188
	Iteration 51Q: 3 clusters Score -1104446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1104449.000000 Penalty: 4626.617188
	Iteration 52Q: 3 clusters Score -1104449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1104454.875000 Penalty: 4626.617188
	Iteration 53Q: 3 clusters Score -1104455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1104453.750000 Penalty: 4626.617188
	Iteration 54Q: 3 clusters Score -1104454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1104455.125000 Penalty: 4626.617188
	Iteration 55Q: 3 clusters Score -1104455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1104455.500000 Penalty: 4626.617188
	Iteration 56Q: 3 clusters Score -1104456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1104456.500000 Penalty: 4626.617188
	Iteration 57Q: 3 clusters Score -1104456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1104457.500000 Penalty: 4626.617188
	Iteration 58Q: 3 clusters Score -1104458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1104458.750000 Penalty: 4626.617188
	Iteration 59Q: 3 clusters Score -1104459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1104459.250000 Penalty: 4626.617188
	Iteration 60F: 3 clusters Score -1104459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1104461.500000 Penalty: 4626.617188
	Iteration 61Q: 3 clusters Score -1104462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1104463.375000 Penalty: 4626.617188
	Iteration 62Q: 3 clusters Score -1104463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1104465.250000 Penalty: 4626.617188
	Iteration 63Q: 3 clusters Score -1104465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1104464.500000 Penalty: 4626.617188
	Iteration 64Q: 3 clusters Score -1104464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1104466.500000 Penalty: 4626.617188
	Iteration 65Q: 3 clusters Score -1104466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1104466.875000 Penalty: 4626.617188
	Iteration 66Q: 3 clusters Score -1104467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1104466.875000 Penalty: 4626.617188
	Iteration 67F: 3 clusters Score -1104467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Entering Unmasked Estep 
Score: -1296100.875000 Penalty: 2361.458008
	Iteration 0F: 2 clusters Score -1296101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1286077.000000 Penalty: 4722.916016
	Iteration 0F: 3 clusters Score -1286077 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1289384.875000 Penalty: 4722.916016
	Iteration 1F: 3 clusters Score -1289385 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1289819.500000 Penalty: 4722.916016
	Iteration 2F: 3 clusters Score -1289820 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1290177.125000 Penalty: 4722.916016
	Iteration 3F: 3 clusters Score -1290177 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1290477.250000 Penalty: 4722.916016
	Iteration 4Q: 3 clusters Score -1290477 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1290767.250000 Penalty: 4722.916016
	Iteration 5Q: 3 clusters Score -1290767 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1291037.250000 Penalty: 4722.916016
	Iteration 6Q: 3 clusters Score -1291037 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1291328.750000 Penalty: 4722.916016
	Iteration 7Q: 3 clusters Score -1291329 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1291631.250000 Penalty: 4722.916016
	Iteration 8Q: 3 clusters Score -1291631 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1291985.250000 Penalty: 4722.916016
	Iteration 9Q: 3 clusters Score -1291985 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1292330.125000 Penalty: 4722.916016
	Iteration 10Q: 3 clusters Score -1292330 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1292617.750000 Penalty: 4722.916016
	Iteration 11Q: 3 clusters Score -1292618 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1292834.625000 Penalty: 4722.916016
	Iteration 12Q: 3 clusters Score -1292835 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1293047.000000 Penalty: 4722.916016
	Iteration 13Q: 3 clusters Score -1293047 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1293220.000000 Penalty: 4722.916016
	Iteration 14Q: 3 clusters Score -1293220 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1293379.500000 Penalty: 4722.916016
	Iteration 15Q: 3 clusters Score -1293380 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1293529.625000 Penalty: 4722.916016
	Iteration 16Q: 3 clusters Score -1293530 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1293663.125000 Penalty: 4722.916016
	Iteration 17Q: 3 clusters Score -1293663 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1293759.875000 Penalty: 4722.916016
	Iteration 18Q: 3 clusters Score -1293760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1293833.125000 Penalty: 4722.916016
	Iteration 19Q: 3 clusters Score -1293833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1293900.250000 Penalty: 4722.916016
	Iteration 20F: 3 clusters Score -1293900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1293943.500000 Penalty: 4722.916016
	Iteration 21Q: 3 clusters Score -1293944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1293992.750000 Penalty: 4722.916016
	Iteration 22Q: 3 clusters Score -1293993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1294036.750000 Penalty: 4722.916016
	Iteration 23Q: 3 clusters Score -1294037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1294075.125000 Penalty: 4722.916016
	Iteration 24Q: 3 clusters Score -1294075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1294109.875000 Penalty: 4722.916016
	Iteration 25Q: 3 clusters Score -1294110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1294130.625000 Penalty: 4722.916016
	Iteration 26Q: 3 clusters Score -1294131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1294146.250000 Penalty: 4722.916016
	Iteration 27Q: 3 clusters Score -1294146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1294159.125000 Penalty: 4722.916016
	Iteration 28Q: 3 clusters Score -1294159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1294167.000000 Penalty: 4722.916016
	Iteration 29Q: 3 clusters Score -1294167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1294174.125000 Penalty: 4722.916016
	Iteration 30Q: 3 clusters Score -1294174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1294174.875000 Penalty: 4722.916016
	Iteration 31Q: 3 clusters Score -1294175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1294177.250000 Penalty: 4722.916016
	Iteration 32Q: 3 clusters Score -1294177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1294178.625000 Penalty: 4722.916016
	Iteration 33Q: 3 clusters Score -1294179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1294179.875000 Penalty: 4722.916016
	Iteration 34Q: 3 clusters Score -1294180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1294184.500000 Penalty: 4722.916016
	Iteration 35Q: 3 clusters Score -1294184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1294187.375000 Penalty: 4722.916016
	Iteration 36Q: 3 clusters Score -1294187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1294190.625000 Penalty: 4722.916016
	Iteration 37Q: 3 clusters Score -1294191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1294191.375000 Penalty: 4722.916016
	Iteration 38Q: 3 clusters Score -1294191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1294194.375000 Penalty: 4722.916016
	Iteration 39Q: 3 clusters Score -1294194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1294195.500000 Penalty: 4722.916016
	Iteration 40F: 3 clusters Score -1294196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1294197.250000 Penalty: 4722.916016
	Iteration 41Q: 3 clusters Score -1294197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1294200.000000 Penalty: 4722.916016
	Iteration 42Q: 3 clusters Score -1294200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1294202.000000 Penalty: 4722.916016
	Iteration 43Q: 3 clusters Score -1294202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1294203.125000 Penalty: 4722.916016
	Iteration 44Q: 3 clusters Score -1294203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1294203.750000 Penalty: 4722.916016
	Iteration 45Q: 3 clusters Score -1294204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1294204.750000 Penalty: 4722.916016
	Iteration 46Q: 3 clusters Score -1294205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1294203.750000 Penalty: 4722.916016
	Iteration 47Q: 3 clusters Score -1294204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1294202.625000 Penalty: 4722.916016
	Iteration 48Q: 3 clusters Score -1294203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1294203.875000 Penalty: 4722.916016
	Iteration 49Q: 3 clusters Score -1294204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1294206.125000 Penalty: 4722.916016
	Iteration 50Q: 3 clusters Score -1294206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1294207.125000 Penalty: 4722.916016
	Iteration 51Q: 3 clusters Score -1294207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1294206.625000 Penalty: 4722.916016
	Iteration 52Q: 3 clusters Score -1294207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1294207.000000 Penalty: 4722.916016
	Iteration 53Q: 3 clusters Score -1294207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1294207.250000 Penalty: 4722.916016
	Iteration 54Q: 3 clusters Score -1294207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1294206.250000 Penalty: 4722.916016
	Iteration 55Q: 3 clusters Score -1294206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1294208.250000 Penalty: 4722.916016
	Iteration 56Q: 3 clusters Score -1294208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1294208.375000 Penalty: 4722.916016
	Iteration 57Q: 3 clusters Score -1294208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1294207.750000 Penalty: 4722.916016
	Iteration 58Q: 3 clusters Score -1294208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1294207.750000 Penalty: 4722.916016
	Iteration 59F: 3 clusters Score -1294208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -106374.476562 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -106374.5 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 568 members 
Entering Unmasked Estep 
Score: -104312.093750 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -104312.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104617.507812 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -104617.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104716.929688 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -104716.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104786.070312 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -104786.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -104873.062500 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -104873.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104944.726562 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -104944.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105033.796875 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -105033.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105137.304688 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -105137.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105218.078125 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -105218.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105282.960938 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -105283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105309.828125 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -105309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105328.570312 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -105328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105350.546875 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -105350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105363.835938 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -105363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105372.273438 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -105372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105372.992188 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -105373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105372.992188 Penalty: 3499.862793
	Iteration 16F: 3 clusters Score -105373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -199459.671875 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -199459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -196532.843750 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -196532.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -197248.765625 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -197248.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -197496.593750 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -197496.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -197690.281250 Penalty: 3895.387939
	Iteration 3F: 3 clusters Score -197690.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -197873.281250 Penalty: 3895.387939
	Iteration 4F: 3 clusters Score -197873.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -198021.000000 Penalty: 3895.387939
	Iteration 5F: 3 clusters Score -198021 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -198155.734375 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -198155.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -198238.734375 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -198238.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -198289.546875 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -198289.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198332.125000 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -198332.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -198368.390625 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -198368.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -198414.843750 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -198414.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198462.500000 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -198462.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -198514.031250 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -198514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -198540.421875 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -198540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -198558.062500 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -198558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -198566.890625 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -198566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198570.421875 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -198570.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -198574.687500 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -198574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -198577.421875 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -198577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -198577.593750 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -198577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -198578.781250 Penalty: 3895.387939
	Iteration 21Q: 3 clusters Score -198578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -198579.390625 Penalty: 3895.387939
	Iteration 22Q: 3 clusters Score -198579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -198580.328125 Penalty: 3895.387939
	Iteration 23Q: 3 clusters Score -198580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -198580.500000 Penalty: 3895.387939
	Iteration 24Q: 3 clusters Score -198580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -198581.078125 Penalty: 3895.387939
	Iteration 25Q: 3 clusters Score -198581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -198582.765625 Penalty: 3895.387939
	Iteration 26Q: 3 clusters Score -198582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -198584.703125 Penalty: 3895.387939
	Iteration 27Q: 3 clusters Score -198584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -198587.703125 Penalty: 3895.387939
	Iteration 28Q: 3 clusters Score -198587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -198588.484375 Penalty: 3895.387939
	Iteration 29Q: 3 clusters Score -198588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -198588.484375 Penalty: 3895.387939
	Iteration 30F: 3 clusters Score -198588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -286065.937500 Penalty: 1970.497681
	Iteration 0F: 2 clusters Score -286065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282891.531250 Penalty: 3940.995361
	Iteration 0F: 3 clusters Score -282891.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -283462.500000 Penalty: 3940.995361
	Iteration 1F: 3 clusters Score -283462.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283600.687500 Penalty: 3940.995361
	Iteration 2F: 3 clusters Score -283600.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283664.812500 Penalty: 3940.995361
	Iteration 3Q: 3 clusters Score -283664.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283701.312500 Penalty: 3940.995361
	Iteration 4Q: 3 clusters Score -283701.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283727.937500 Penalty: 3940.995361
	Iteration 5Q: 3 clusters Score -283727.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283757.468750 Penalty: 3940.995361
	Iteration 6Q: 3 clusters Score -283757.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -283777.718750 Penalty: 3940.995361
	Iteration 7Q: 3 clusters Score -283777.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -283796.062500 Penalty: 3940.995361
	Iteration 8Q: 3 clusters Score -283796.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -283814.625000 Penalty: 3940.995361
	Iteration 9Q: 3 clusters Score -283814.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283833.093750 Penalty: 3940.995361
	Iteration 10Q: 3 clusters Score -283833.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283845.531250 Penalty: 3940.995361
	Iteration 11Q: 3 clusters Score -283845.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283859.843750 Penalty: 3940.995361
	Iteration 12Q: 3 clusters Score -283859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283870.843750 Penalty: 3940.995361
	Iteration 13Q: 3 clusters Score -283870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -283878.187500 Penalty: 3940.995361
	Iteration 14Q: 3 clusters Score -283878.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -283890.718750 Penalty: 3940.995361
	Iteration 15Q: 3 clusters Score -283890.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283903.156250 Penalty: 3940.995361
	Iteration 16Q: 3 clusters Score -283903.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -283912.812500 Penalty: 3940.995361
	Iteration 17Q: 3 clusters Score -283912.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283921.812500 Penalty: 3940.995361
	Iteration 18Q: 3 clusters Score -283921.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -283927.562500 Penalty: 3940.995361
	Iteration 19Q: 3 clusters Score -283927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -283935.031250 Penalty: 3940.995361
	Iteration 20F: 3 clusters Score -283935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283940.531250 Penalty: 3940.995361
	Iteration 21Q: 3 clusters Score -283940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283946.687500 Penalty: 3940.995361
	Iteration 22Q: 3 clusters Score -283946.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283953.625000 Penalty: 3940.995361
	Iteration 23Q: 3 clusters Score -283953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -283961.593750 Penalty: 3940.995361
	Iteration 24Q: 3 clusters Score -283961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -283974.906250 Penalty: 3940.995361
	Iteration 25Q: 3 clusters Score -283974.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283994.031250 Penalty: 3940.995361
	Iteration 26Q: 3 clusters Score -283994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284007.718750 Penalty: 3940.995361
	Iteration 27Q: 3 clusters Score -284007.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284021.531250 Penalty: 3940.995361
	Iteration 28Q: 3 clusters Score -284021.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -284034.625000 Penalty: 3940.995361
	Iteration 29Q: 3 clusters Score -284034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -284044.843750 Penalty: 3940.995361
	Iteration 30Q: 3 clusters Score -284044.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -284057.656250 Penalty: 3940.995361
	Iteration 31Q: 3 clusters Score -284057.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -284073.968750 Penalty: 3940.995361
	Iteration 32Q: 3 clusters Score -284074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -284092.281250 Penalty: 3940.995361
	Iteration 33Q: 3 clusters Score -284092.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -284109.718750 Penalty: 3940.995361
	Iteration 34Q: 3 clusters Score -284109.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -284128.406250 Penalty: 3940.995361
	Iteration 35Q: 3 clusters Score -284128.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -284147.062500 Penalty: 3940.995361
	Iteration 36Q: 3 clusters Score -284147.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -284162.781250 Penalty: 3940.995361
	Iteration 37Q: 3 clusters Score -284162.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -284176.968750 Penalty: 3940.995361
	Iteration 38Q: 3 clusters Score -284177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -284184.031250 Penalty: 3940.995361
	Iteration 39Q: 3 clusters Score -284184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -284188.593750 Penalty: 3940.995361
	Iteration 40F: 3 clusters Score -284188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -284192.125000 Penalty: 3940.995361
	Iteration 41Q: 3 clusters Score -284192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -284200.406250 Penalty: 3940.995361
	Iteration 42Q: 3 clusters Score -284200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -284206.093750 Penalty: 3940.995361
	Iteration 43Q: 3 clusters Score -284206.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -284210.093750 Penalty: 3940.995361
	Iteration 44Q: 3 clusters Score -284210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -284212.656250 Penalty: 3940.995361
	Iteration 45Q: 3 clusters Score -284212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -284213.968750 Penalty: 3940.995361
	Iteration 46Q: 3 clusters Score -284214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -284215.250000 Penalty: 3940.995361
	Iteration 47Q: 3 clusters Score -284215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -284216.625000 Penalty: 3940.995361
	Iteration 48Q: 3 clusters Score -284216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -284216.625000 Penalty: 3940.995361
	Iteration 49Q: 3 clusters Score -284216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -284216.625000 Penalty: 3940.995361
	Iteration 50F: 3 clusters Score -284216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -898818.812500 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -898818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -891475.125000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -891475.1 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -893627.000000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -893627 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -893911.875000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -893911.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -894073.875000 Penalty: 4539.796875
	Iteration 3Q: 3 clusters Score -894073.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -894211.000000 Penalty: 4539.796875
	Iteration 4Q: 3 clusters Score -894211 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -894319.625000 Penalty: 4539.796875
	Iteration 5Q: 3 clusters Score -894319.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -894430.000000 Penalty: 4539.796875
	Iteration 6Q: 3 clusters Score -894430 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -894547.312500 Penalty: 4539.796875
	Iteration 7Q: 3 clusters Score -894547.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -894683.187500 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -894683.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -894810.500000 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -894810.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -894930.000000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -894930 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -895047.000000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -895047 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -895168.250000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -895168.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -895302.375000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -895302.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -895442.187500 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -895442.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -895590.125000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -895590.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -895739.812500 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -895739.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -895902.437500 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -895902.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -896044.187500 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -896044.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -896174.062500 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -896174.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -896277.187500 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -896277.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -896359.375000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -896359.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -896435.437500 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -896435.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -896510.750000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -896510.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -896582.812500 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -896582.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -896646.625000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -896646.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -896713.062500 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -896713.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -896754.375000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -896754.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -896784.437500 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -896784.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -896805.250000 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -896805.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -896824.000000 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -896824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -896843.687500 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -896843.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -896853.250000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -896853.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -896863.750000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -896863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -896867.250000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -896867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -896869.625000 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -896869.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -896871.625000 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -896871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -896875.125000 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -896875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -896873.312500 Penalty: 4539.796875
	Iteration 38Q: 3 clusters Score -896873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -896874.312500 Penalty: 4539.796875
	Iteration 39Q: 3 clusters Score -896874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -896876.250000 Penalty: 4539.796875
	Iteration 40F: 3 clusters Score -896876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -896876.250000 Penalty: 4539.796875
	Iteration 41Q: 3 clusters Score -896876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -896874.875000 Penalty: 4539.796875
	Iteration 42Q: 3 clusters Score -896874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -896874.625000 Penalty: 4539.796875
	Iteration 43Q: 3 clusters Score -896874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -896873.812500 Penalty: 4539.796875
	Iteration 44Q: 3 clusters Score -896873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -896876.562500 Penalty: 4539.796875
	Iteration 45Q: 3 clusters Score -896876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -896876.562500 Penalty: 4539.796875
	Iteration 46F: 3 clusters Score -896876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Entering Unmasked Estep 
Score: -6271825.500000 Penalty: 2738.529541
	Iteration 0F: 2 clusters Score -6271826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -6230063.000000 Penalty: 5477.059082
	Iteration 0F: 3 clusters Score -6230063 nChanged 29059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -6247051.000000 Penalty: 5477.059082
	Iteration 1F: 3 clusters Score -6247051 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -6248627.500000 Penalty: 5477.059082
	Iteration 2F: 3 clusters Score -6248628 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -6250768.500000 Penalty: 5477.059082
	Iteration 3F: 3 clusters Score -6250768 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -6253547.000000 Penalty: 5477.059082
	Iteration 4F: 3 clusters Score -6253547 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -6256478.500000 Penalty: 5477.059082
	Iteration 5F: 3 clusters Score -6256478 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6259079.000000 Penalty: 5477.059082
	Iteration 6F: 3 clusters Score -6259079 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -6260916.500000 Penalty: 5477.059082
	Iteration 7F: 3 clusters Score -6260916 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6262200.000000 Penalty: 5477.059082
	Iteration 8Q: 3 clusters Score -6262200 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -6263095.000000 Penalty: 5477.059082
	Iteration 9Q: 3 clusters Score -6263095 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -6263744.000000 Penalty: 5477.059082
	Iteration 10Q: 3 clusters Score -6263744 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -6264264.500000 Penalty: 5477.059082
	Iteration 11Q: 3 clusters Score -6264264 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -6264753.500000 Penalty: 5477.059082
	Iteration 12Q: 3 clusters Score -6264754 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -6265117.500000 Penalty: 5477.059082
	Iteration 13Q: 3 clusters Score -6265118 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -6265407.500000 Penalty: 5477.059082
	Iteration 14Q: 3 clusters Score -6265408 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -6265641.500000 Penalty: 5477.059082
	Iteration 15Q: 3 clusters Score -6265642 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -6265862.500000 Penalty: 5477.059082
	Iteration 16Q: 3 clusters Score -6265862 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -6266084.500000 Penalty: 5477.059082
	Iteration 17Q: 3 clusters Score -6266084 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -6266271.000000 Penalty: 5477.059082
	Iteration 18Q: 3 clusters Score -6266271 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6266455.500000 Penalty: 5477.059082
	Iteration 19Q: 3 clusters Score -6266456 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -6266654.000000 Penalty: 5477.059082
	Iteration 20F: 3 clusters Score -6266654 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -6266791.000000 Penalty: 5477.059082
	Iteration 21Q: 3 clusters Score -6266791 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -6266924.000000 Penalty: 5477.059082
	Iteration 22Q: 3 clusters Score -6266924 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6267057.000000 Penalty: 5477.059082
	Iteration 23Q: 3 clusters Score -6267057 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -6267241.000000 Penalty: 5477.059082
	Iteration 24Q: 3 clusters Score -6267241 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6267415.000000 Penalty: 5477.059082
	Iteration 25Q: 3 clusters Score -6267415 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -6267575.000000 Penalty: 5477.059082
	Iteration 26Q: 3 clusters Score -6267575 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6267719.500000 Penalty: 5477.059082
	Iteration 27Q: 3 clusters Score -6267720 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -6267877.500000 Penalty: 5477.059082
	Iteration 28Q: 3 clusters Score -6267878 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6268077.000000 Penalty: 5477.059082
	Iteration 29Q: 3 clusters Score -6268077 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -6268211.000000 Penalty: 5477.059082
	Iteration 30Q: 3 clusters Score -6268211 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -6268426.500000 Penalty: 5477.059082
	Iteration 31Q: 3 clusters Score -6268426 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -6268620.000000 Penalty: 5477.059082
	Iteration 32Q: 3 clusters Score -6268620 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6268808.000000 Penalty: 5477.059082
	Iteration 33Q: 3 clusters Score -6268808 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -6268978.500000 Penalty: 5477.059082
	Iteration 34Q: 3 clusters Score -6268978 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -6269167.500000 Penalty: 5477.059082
	Iteration 35Q: 3 clusters Score -6269168 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6269342.000000 Penalty: 5477.059082
	Iteration 36Q: 3 clusters Score -6269342 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -6269473.000000 Penalty: 5477.059082
	Iteration 37Q: 3 clusters Score -6269473 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -6269656.000000 Penalty: 5477.059082
	Iteration 38Q: 3 clusters Score -6269656 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6269759.500000 Penalty: 5477.059082
	Iteration 39Q: 3 clusters Score -6269760 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -6269876.500000 Penalty: 5477.059082
	Iteration 40F: 3 clusters Score -6269876 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -6270001.500000 Penalty: 5477.059082
	Iteration 41Q: 3 clusters Score -6270002 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -6270109.000000 Penalty: 5477.059082
	Iteration 42Q: 3 clusters Score -6270109 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -6270209.500000 Penalty: 5477.059082
	Iteration 43Q: 3 clusters Score -6270210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -6270285.000000 Penalty: 5477.059082
	Iteration 44Q: 3 clusters Score -6270285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6270360.000000 Penalty: 5477.059082
	Iteration 45Q: 3 clusters Score -6270360 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -6270433.500000 Penalty: 5477.059082
	Iteration 46Q: 3 clusters Score -6270434 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -6270481.500000 Penalty: 5477.059082
	Iteration 47Q: 3 clusters Score -6270482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -6270521.000000 Penalty: 5477.059082
	Iteration 48Q: 3 clusters Score -6270521 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -6270556.000000 Penalty: 5477.059082
	Iteration 49Q: 3 clusters Score -6270556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -6270594.500000 Penalty: 5477.059082
	Iteration 50Q: 3 clusters Score -6270594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -6270612.500000 Penalty: 5477.059082
	Iteration 51Q: 3 clusters Score -6270612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -6270624.000000 Penalty: 5477.059082
	Iteration 52Q: 3 clusters Score -6270624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -6270650.500000 Penalty: 5477.059082
	Iteration 53Q: 3 clusters Score -6270650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -6270681.000000 Penalty: 5477.059082
	Iteration 54Q: 3 clusters Score -6270681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -6270686.000000 Penalty: 5477.059082
	Iteration 55Q: 3 clusters Score -6270686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -6270695.000000 Penalty: 5477.059082
	Iteration 56Q: 3 clusters Score -6270695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -6270721.000000 Penalty: 5477.059082
	Iteration 57Q: 3 clusters Score -6270721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -6270723.000000 Penalty: 5477.059082
	Iteration 58Q: 3 clusters Score -6270723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -6270720.500000 Penalty: 5477.059082
	Iteration 59Q: 3 clusters Score -6270720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -6270732.500000 Penalty: 5477.059082
	Iteration 60F: 3 clusters Score -6270732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -6270743.000000 Penalty: 5477.059082
	Iteration 61Q: 3 clusters Score -6270743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -6270740.500000 Penalty: 5477.059082
	Iteration 62Q: 3 clusters Score -6270740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -6270744.000000 Penalty: 5477.059082
	Iteration 63Q: 3 clusters Score -6270744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -6270752.000000 Penalty: 5477.059082
	Iteration 64Q: 3 clusters Score -6270752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -6270753.000000 Penalty: 5477.059082
	Iteration 65Q: 3 clusters Score -6270753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -6270751.500000 Penalty: 5477.059082
	Iteration 66Q: 3 clusters Score -6270752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -6270749.000000 Penalty: 5477.059082
	Iteration 67Q: 3 clusters Score -6270749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -6270746.500000 Penalty: 5477.059082
	Iteration 68Q: 3 clusters Score -6270746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -6270750.500000 Penalty: 5477.059082
	Iteration 69Q: 3 clusters Score -6270750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -6270748.500000 Penalty: 5477.059082
	Iteration 70Q: 3 clusters Score -6270748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -6270747.500000 Penalty: 5477.059082
	Iteration 71Q: 3 clusters Score -6270748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -6270749.000000 Penalty: 5477.059082
	Iteration 72Q: 3 clusters Score -6270749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -6270746.000000 Penalty: 5477.059082
	Iteration 73Q: 3 clusters Score -6270746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -6270748.500000 Penalty: 5477.059082
	Iteration 74Q: 3 clusters Score -6270748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -6270748.500000 Penalty: 5477.059082
	Iteration 75F: 3 clusters Score -6270748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Entering Unmasked Estep 
Score: -5514383.000000 Penalty: 2705.304199
	Iteration 0F: 2 clusters Score -5514383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5477862.000000 Penalty: 5410.608398
	Iteration 0F: 3 clusters Score -5477862 nChanged 25227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -5491838.000000 Penalty: 5410.608398
	Iteration 1F: 3 clusters Score -5491838 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5492608.500000 Penalty: 5410.608398
	Iteration 2Q: 3 clusters Score -5492608 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5493342.500000 Penalty: 5410.608398
	Iteration 3Q: 3 clusters Score -5493342 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -5494214.000000 Penalty: 5410.608398
	Iteration 4Q: 3 clusters Score -5494214 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5495325.500000 Penalty: 5410.608398
	Iteration 5Q: 3 clusters Score -5495326 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5496766.000000 Penalty: 5410.608398
	Iteration 6F: 3 clusters Score -5496766 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5498809.500000 Penalty: 5410.608398
	Iteration 7F: 3 clusters Score -5498810 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5501533.500000 Penalty: 5410.608398
	Iteration 8F: 3 clusters Score -5501534 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5504828.000000 Penalty: 5410.608398
	Iteration 9F: 3 clusters Score -5504828 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5508211.500000 Penalty: 5410.608398
	Iteration 10F: 3 clusters Score -5508212 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -5511455.500000 Penalty: 5410.608398
	Iteration 11Q: 3 clusters Score -5511456 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5513184.000000 Penalty: 5410.608398
	Iteration 12Q: 3 clusters Score -5513184 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5513432.500000 Penalty: 5410.608398
	Iteration 13Q: 3 clusters Score -5513432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -5513455.000000 Penalty: 5410.608398
	Iteration 14Q: 3 clusters Score -5513455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5513455.500000 Penalty: 5410.608398
	Iteration 15Q: 3 clusters Score -5513456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5513447.500000 Penalty: 5410.608398
	Iteration 16Q: 3 clusters Score -5513448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -5513450.000000 Penalty: 5410.608398
	Iteration 17Q: 3 clusters Score -5513450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -5513450.000000 Penalty: 5410.608398
	Iteration 18F: 3 clusters Score -5513450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -137812.031250 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -137812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135580.453125 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -135580.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135963.265625 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -135963.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -136050.640625 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -136050.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136090.734375 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -136090.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136109.296875 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -136109.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -136115.593750 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -136115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136121.890625 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -136121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136127.531250 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -136127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -136128.687500 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -136128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -136130.046875 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -136130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -136130.046875 Penalty: 3612.930908
	Iteration 10F: 3 clusters Score -136130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -696098.375000 Penalty: 2199.889648
	Iteration 0F: 2 clusters Score -696098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -690310.812500 Penalty: 4399.779297
	Iteration 0F: 3 clusters Score -690310.8 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -691893.812500 Penalty: 4399.779297
	Iteration 1F: 3 clusters Score -691893.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -692191.562500 Penalty: 4399.779297
	Iteration 2F: 3 clusters Score -692191.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -692506.625000 Penalty: 4399.779297
	Iteration 3F: 3 clusters Score -692506.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -692827.875000 Penalty: 4399.779297
	Iteration 4F: 3 clusters Score -692827.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -693179.687500 Penalty: 4399.779297
	Iteration 5F: 3 clusters Score -693179.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -693525.437500 Penalty: 4399.779297
	Iteration 6F: 3 clusters Score -693525.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -693825.250000 Penalty: 4399.779297
	Iteration 7F: 3 clusters Score -693825.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -694067.437500 Penalty: 4399.779297
	Iteration 8Q: 3 clusters Score -694067.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -694299.500000 Penalty: 4399.779297
	Iteration 9Q: 3 clusters Score -694299.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -694509.437500 Penalty: 4399.779297
	Iteration 10Q: 3 clusters Score -694509.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -694680.000000 Penalty: 4399.779297
	Iteration 11Q: 3 clusters Score -694680 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -694845.500000 Penalty: 4399.779297
	Iteration 12Q: 3 clusters Score -694845.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -695041.437500 Penalty: 4399.779297
	Iteration 13Q: 3 clusters Score -695041.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -695204.750000 Penalty: 4399.779297
	Iteration 14Q: 3 clusters Score -695204.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -695299.312500 Penalty: 4399.779297
	Iteration 15Q: 3 clusters Score -695299.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -695352.000000 Penalty: 4399.779297
	Iteration 16Q: 3 clusters Score -695352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -695378.562500 Penalty: 4399.779297
	Iteration 17Q: 3 clusters Score -695378.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -695388.500000 Penalty: 4399.779297
	Iteration 18Q: 3 clusters Score -695388.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -695393.562500 Penalty: 4399.779297
	Iteration 19Q: 3 clusters Score -695393.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -695398.062500 Penalty: 4399.779297
	Iteration 20F: 3 clusters Score -695398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -695401.312500 Penalty: 4399.779297
	Iteration 21Q: 3 clusters Score -695401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -695403.125000 Penalty: 4399.779297
	Iteration 22Q: 3 clusters Score -695403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -695404.312500 Penalty: 4399.779297
	Iteration 23Q: 3 clusters Score -695404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -695405.250000 Penalty: 4399.779297
	Iteration 24Q: 3 clusters Score -695405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -695406.437500 Penalty: 4399.779297
	Iteration 25Q: 3 clusters Score -695406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -695408.500000 Penalty: 4399.779297
	Iteration 26Q: 3 clusters Score -695408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -695408.500000 Penalty: 4399.779297
	Iteration 27F: 3 clusters Score -695408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -886385.937500 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -886385.9 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 4689 members 
Entering Unmasked Estep 
Score: -879077.250000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -879077.2 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -881306.250000 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -881306.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -881704.812500 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -881704.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -882037.250000 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -882037.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -882360.125000 Penalty: 4545.750488
	Iteration 4F: 3 clusters Score -882360.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -882690.437500 Penalty: 4545.750488
	Iteration 5Q: 3 clusters Score -882690.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -883022.812500 Penalty: 4545.750488
	Iteration 6Q: 3 clusters Score -883022.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -883302.750000 Penalty: 4545.750488
	Iteration 7Q: 3 clusters Score -883302.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -883591.937500 Penalty: 4545.750488
	Iteration 8Q: 3 clusters Score -883591.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -883876.187500 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -883876.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -884162.000000 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -884162 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -884395.687500 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -884395.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -884622.937500 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -884622.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -884809.437500 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -884809.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -884957.937500 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -884957.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -885064.000000 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -885064 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -885152.875000 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -885152.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -885218.312500 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -885218.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -885275.437500 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -885275.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -885325.937500 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -885325.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -885375.750000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -885375.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -885425.875000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -885425.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -885470.250000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -885470.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -885526.187500 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -885526.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -885582.437500 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -885582.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -885634.562500 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -885634.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -885676.562500 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -885676.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -885695.750000 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -885695.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -885713.625000 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -885713.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -885730.437500 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -885730.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -885741.937500 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -885741.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -885750.250000 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -885750.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -885757.312500 Penalty: 4545.750488
	Iteration 32Q: 3 clusters Score -885757.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -885761.250000 Penalty: 4545.750488
	Iteration 33Q: 3 clusters Score -885761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -885763.250000 Penalty: 4545.750488
	Iteration 34Q: 3 clusters Score -885763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -885768.125000 Penalty: 4545.750488
	Iteration 35Q: 3 clusters Score -885768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -885768.875000 Penalty: 4545.750488
	Iteration 36Q: 3 clusters Score -885768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -885771.000000 Penalty: 4545.750488
	Iteration 37Q: 3 clusters Score -885771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -885770.375000 Penalty: 4545.750488
	Iteration 38Q: 3 clusters Score -885770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -885770.375000 Penalty: 4545.750488
	Iteration 39Q: 3 clusters Score -885770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -885771.437500 Penalty: 4545.750488
	Iteration 40F: 3 clusters Score -885771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -885774.000000 Penalty: 4545.750488
	Iteration 41Q: 3 clusters Score -885774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -885771.562500 Penalty: 4545.750488
	Iteration 42Q: 3 clusters Score -885771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -885771.562500 Penalty: 4545.750488
	Iteration 43F: 3 clusters Score -885771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Entering Unmasked Estep 
Score: -4183866.750000 Penalty: 2644.640381
	Iteration 0F: 2 clusters Score -4183867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4155069.000000 Penalty: 5289.280762
	Iteration 0F: 3 clusters Score -4155069 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4165684.000000 Penalty: 5289.280762
	Iteration 1F: 3 clusters Score -4165684 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4166295.250000 Penalty: 5289.280762
	Iteration 2Q: 3 clusters Score -4166295 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4166990.750000 Penalty: 5289.280762
	Iteration 3Q: 3 clusters Score -4166991 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4167775.250000 Penalty: 5289.280762
	Iteration 4Q: 3 clusters Score -4167775 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4168655.500000 Penalty: 5289.280762
	Iteration 5Q: 3 clusters Score -4168656 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4169781.250000 Penalty: 5289.280762
	Iteration 6Q: 3 clusters Score -4169781 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4170862.500000 Penalty: 5289.280762
	Iteration 7F: 3 clusters Score -4170862 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4171963.250000 Penalty: 5289.280762
	Iteration 8F: 3 clusters Score -4171963 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4173001.250000 Penalty: 5289.280762
	Iteration 9Q: 3 clusters Score -4173001 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4173848.000000 Penalty: 5289.280762
	Iteration 10Q: 3 clusters Score -4173848 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4174534.500000 Penalty: 5289.280762
	Iteration 11Q: 3 clusters Score -4174534 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4175089.500000 Penalty: 5289.280762
	Iteration 12Q: 3 clusters Score -4175090 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4175482.000000 Penalty: 5289.280762
	Iteration 13Q: 3 clusters Score -4175482 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4175775.250000 Penalty: 5289.280762
	Iteration 14Q: 3 clusters Score -4175775 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4176042.750000 Penalty: 5289.280762
	Iteration 15Q: 3 clusters Score -4176043 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4176267.750000 Penalty: 5289.280762
	Iteration 16Q: 3 clusters Score -4176268 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4176437.500000 Penalty: 5289.280762
	Iteration 17Q: 3 clusters Score -4176438 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4176609.500000 Penalty: 5289.280762
	Iteration 18Q: 3 clusters Score -4176610 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4176773.250000 Penalty: 5289.280762
	Iteration 19Q: 3 clusters Score -4176773 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4176883.750000 Penalty: 5289.280762
	Iteration 20F: 3 clusters Score -4176884 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4176956.000000 Penalty: 5289.280762
	Iteration 21Q: 3 clusters Score -4176956 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4177047.250000 Penalty: 5289.280762
	Iteration 22Q: 3 clusters Score -4177047 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4177116.250000 Penalty: 5289.280762
	Iteration 23Q: 3 clusters Score -4177116 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4177192.250000 Penalty: 5289.280762
	Iteration 24Q: 3 clusters Score -4177192 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4177248.000000 Penalty: 5289.280762
	Iteration 25Q: 3 clusters Score -4177248 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -4177312.500000 Penalty: 5289.280762
	Iteration 26Q: 3 clusters Score -4177312 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4177344.250000 Penalty: 5289.280762
	Iteration 27Q: 3 clusters Score -4177344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4177374.750000 Penalty: 5289.280762
	Iteration 28Q: 3 clusters Score -4177375 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4177413.000000 Penalty: 5289.280762
	Iteration 29Q: 3 clusters Score -4177413 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4177451.750000 Penalty: 5289.280762
	Iteration 30Q: 3 clusters Score -4177452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4177480.750000 Penalty: 5289.280762
	Iteration 31Q: 3 clusters Score -4177481 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4177508.750000 Penalty: 5289.280762
	Iteration 32Q: 3 clusters Score -4177509 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4177534.250000 Penalty: 5289.280762
	Iteration 33Q: 3 clusters Score -4177534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4177556.000000 Penalty: 5289.280762
	Iteration 34Q: 3 clusters Score -4177556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4177568.750000 Penalty: 5289.280762
	Iteration 35Q: 3 clusters Score -4177569 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4177577.250000 Penalty: 5289.280762
	Iteration 36Q: 3 clusters Score -4177577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4177595.250000 Penalty: 5289.280762
	Iteration 37Q: 3 clusters Score -4177595 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4177591.000000 Penalty: 5289.280762
	Iteration 38Q: 3 clusters Score -4177591 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4177598.000000 Penalty: 5289.280762
	Iteration 39Q: 3 clusters Score -4177598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4177619.500000 Penalty: 5289.280762
	Iteration 40F: 3 clusters Score -4177620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -4177634.500000 Penalty: 5289.280762
	Iteration 41Q: 3 clusters Score -4177634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4177622.750000 Penalty: 5289.280762
	Iteration 42Q: 3 clusters Score -4177623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4177630.000000 Penalty: 5289.280762
	Iteration 43Q: 3 clusters Score -4177630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4177634.250000 Penalty: 5289.280762
	Iteration 44Q: 3 clusters Score -4177634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4177648.000000 Penalty: 5289.280762
	Iteration 45Q: 3 clusters Score -4177648 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4177648.250000 Penalty: 5289.280762
	Iteration 46Q: 3 clusters Score -4177648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4177659.750000 Penalty: 5289.280762
	Iteration 47Q: 3 clusters Score -4177660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -4177692.250000 Penalty: 5289.280762
	Iteration 48Q: 3 clusters Score -4177692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4177742.750000 Penalty: 5289.280762
	Iteration 49Q: 3 clusters Score -4177743 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4177764.750000 Penalty: 5289.280762
	Iteration 50Q: 3 clusters Score -4177765 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4177795.000000 Penalty: 5289.280762
	Iteration 51Q: 3 clusters Score -4177795 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4177852.250000 Penalty: 5289.280762
	Iteration 52Q: 3 clusters Score -4177852 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -4177935.250000 Penalty: 5289.280762
	Iteration 53Q: 3 clusters Score -4177935 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4178011.250000 Penalty: 5289.280762
	Iteration 54Q: 3 clusters Score -4178011 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4178087.750000 Penalty: 5289.280762
	Iteration 55Q: 3 clusters Score -4178088 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4178169.000000 Penalty: 5289.280762
	Iteration 56Q: 3 clusters Score -4178169 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4178246.250000 Penalty: 5289.280762
	Iteration 57Q: 3 clusters Score -4178246 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4178295.250000 Penalty: 5289.280762
	Iteration 58Q: 3 clusters Score -4178295 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4178363.000000 Penalty: 5289.280762
	Iteration 59Q: 3 clusters Score -4178363 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4178427.750000 Penalty: 5289.280762
	Iteration 60F: 3 clusters Score -4178428 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4178465.750000 Penalty: 5289.280762
	Iteration 61Q: 3 clusters Score -4178466 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4178534.250000 Penalty: 5289.280762
	Iteration 62Q: 3 clusters Score -4178534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4178587.500000 Penalty: 5289.280762
	Iteration 63Q: 3 clusters Score -4178588 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -4178610.750000 Penalty: 5289.280762
	Iteration 64Q: 3 clusters Score -4178611 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4178641.500000 Penalty: 5289.280762
	Iteration 65Q: 3 clusters Score -4178642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4178691.500000 Penalty: 5289.280762
	Iteration 66Q: 3 clusters Score -4178692 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4178718.500000 Penalty: 5289.280762
	Iteration 67Q: 3 clusters Score -4178718 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4178756.500000 Penalty: 5289.280762
	Iteration 68Q: 3 clusters Score -4178756 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -4178792.250000 Penalty: 5289.280762
	Iteration 69Q: 3 clusters Score -4178792 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4178863.000000 Penalty: 5289.280762
	Iteration 70Q: 3 clusters Score -4178863 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4178910.000000 Penalty: 5289.280762
	Iteration 71Q: 3 clusters Score -4178910 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4178945.250000 Penalty: 5289.280762
	Iteration 72Q: 3 clusters Score -4178945 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4178980.250000 Penalty: 5289.280762
	Iteration 73Q: 3 clusters Score -4178980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4179029.750000 Penalty: 5289.280762
	Iteration 74Q: 3 clusters Score -4179030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -4179069.000000 Penalty: 5289.280762
	Iteration 75Q: 3 clusters Score -4179069 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4179077.750000 Penalty: 5289.280762
	Iteration 76Q: 3 clusters Score -4179078 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4179101.750000 Penalty: 5289.280762
	Iteration 77Q: 3 clusters Score -4179102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4179116.500000 Penalty: 5289.280762
	Iteration 78Q: 3 clusters Score -4179116 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4179154.750000 Penalty: 5289.280762
	Iteration 79Q: 3 clusters Score -4179155 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -4179178.750000 Penalty: 5289.280762
	Iteration 80F: 3 clusters Score -4179179 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4179202.250000 Penalty: 5289.280762
	Iteration 81Q: 3 clusters Score -4179202 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4179231.000000 Penalty: 5289.280762
	Iteration 82Q: 3 clusters Score -4179231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4179280.750000 Penalty: 5289.280762
	Iteration 83Q: 3 clusters Score -4179281 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4179313.000000 Penalty: 5289.280762
	Iteration 84Q: 3 clusters Score -4179313 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4179328.250000 Penalty: 5289.280762
	Iteration 85Q: 3 clusters Score -4179328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4179363.500000 Penalty: 5289.280762
	Iteration 86Q: 3 clusters Score -4179364 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4179380.750000 Penalty: 5289.280762
	Iteration 87Q: 3 clusters Score -4179381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -4179404.750000 Penalty: 5289.280762
	Iteration 88Q: 3 clusters Score -4179405 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4179424.750000 Penalty: 5289.280762
	Iteration 89Q: 3 clusters Score -4179425 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -4179457.000000 Penalty: 5289.280762
	Iteration 90Q: 3 clusters Score -4179457 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4179492.500000 Penalty: 5289.280762
	Iteration 91Q: 3 clusters Score -4179492 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4179523.500000 Penalty: 5289.280762
	Iteration 92Q: 3 clusters Score -4179524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4179556.500000 Penalty: 5289.280762
	Iteration 93Q: 3 clusters Score -4179556 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4179588.000000 Penalty: 5289.280762
	Iteration 94Q: 3 clusters Score -4179588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4179628.000000 Penalty: 5289.280762
	Iteration 95Q: 3 clusters Score -4179628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4179666.000000 Penalty: 5289.280762
	Iteration 96Q: 3 clusters Score -4179666 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4179724.000000 Penalty: 5289.280762
	Iteration 97Q: 3 clusters Score -4179724 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -4179763.250000 Penalty: 5289.280762
	Iteration 98Q: 3 clusters Score -4179763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4179806.750000 Penalty: 5289.280762
	Iteration 99Q: 3 clusters Score -4179807 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4179869.750000 Penalty: 5289.280762
	Iteration 100F: 3 clusters Score -4179870 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4179923.750000 Penalty: 5289.280762
	Iteration 101Q: 3 clusters Score -4179924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4179964.750000 Penalty: 5289.280762
	Iteration 102Q: 3 clusters Score -4179965 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4180023.750000 Penalty: 5289.280762
	Iteration 103Q: 3 clusters Score -4180024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4180077.500000 Penalty: 5289.280762
	Iteration 104Q: 3 clusters Score -4180078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4180147.000000 Penalty: 5289.280762
	Iteration 105Q: 3 clusters Score -4180147 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4180210.250000 Penalty: 5289.280762
	Iteration 106Q: 3 clusters Score -4180210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4180275.000000 Penalty: 5289.280762
	Iteration 107Q: 3 clusters Score -4180275 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4180318.250000 Penalty: 5289.280762
	Iteration 108Q: 3 clusters Score -4180318 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4180390.750000 Penalty: 5289.280762
	Iteration 109Q: 3 clusters Score -4180391 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4180458.000000 Penalty: 5289.280762
	Iteration 110Q: 3 clusters Score -4180458 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4180526.000000 Penalty: 5289.280762
	Iteration 111Q: 3 clusters Score -4180526 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4180598.250000 Penalty: 5289.280762
	Iteration 112Q: 3 clusters Score -4180598 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4180688.250000 Penalty: 5289.280762
	Iteration 113Q: 3 clusters Score -4180688 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -4180769.250000 Penalty: 5289.280762
	Iteration 114Q: 3 clusters Score -4180769 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4180833.250000 Penalty: 5289.280762
	Iteration 115Q: 3 clusters Score -4180833 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4180906.000000 Penalty: 5289.280762
	Iteration 116Q: 3 clusters Score -4180906 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4180977.500000 Penalty: 5289.280762
	Iteration 117Q: 3 clusters Score -4180978 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4181036.250000 Penalty: 5289.280762
	Iteration 118Q: 3 clusters Score -4181036 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4181110.000000 Penalty: 5289.280762
	Iteration 119Q: 3 clusters Score -4181110 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4181171.250000 Penalty: 5289.280762
	Iteration 120F: 3 clusters Score -4181171 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4181229.000000 Penalty: 5289.280762
	Iteration 121Q: 3 clusters Score -4181229 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4181279.000000 Penalty: 5289.280762
	Iteration 122Q: 3 clusters Score -4181279 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -4181312.750000 Penalty: 5289.280762
	Iteration 123Q: 3 clusters Score -4181313 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4181365.250000 Penalty: 5289.280762
	Iteration 124Q: 3 clusters Score -4181365 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4181412.500000 Penalty: 5289.280762
	Iteration 125Q: 3 clusters Score -4181412 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -4181466.500000 Penalty: 5289.280762
	Iteration 126Q: 3 clusters Score -4181466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -4181482.250000 Penalty: 5289.280762
	Iteration 127Q: 3 clusters Score -4181482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4181513.500000 Penalty: 5289.280762
	Iteration 128Q: 3 clusters Score -4181514 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -4181547.250000 Penalty: 5289.280762
	Iteration 129Q: 3 clusters Score -4181547 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4181587.250000 Penalty: 5289.280762
	Iteration 130Q: 3 clusters Score -4181587 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4181635.500000 Penalty: 5289.280762
	Iteration 131Q: 3 clusters Score -4181636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -4181681.750000 Penalty: 5289.280762
	Iteration 132Q: 3 clusters Score -4181682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4181700.750000 Penalty: 5289.280762
	Iteration 133Q: 3 clusters Score -4181701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -4181724.500000 Penalty: 5289.280762
	Iteration 134Q: 3 clusters Score -4181724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -4181741.500000 Penalty: 5289.280762
	Iteration 135Q: 3 clusters Score -4181742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4181780.500000 Penalty: 5289.280762
	Iteration 136Q: 3 clusters Score -4181780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4181809.250000 Penalty: 5289.280762
	Iteration 137Q: 3 clusters Score -4181809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4181831.500000 Penalty: 5289.280762
	Iteration 138Q: 3 clusters Score -4181832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -4181861.750000 Penalty: 5289.280762
	Iteration 139Q: 3 clusters Score -4181862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4181868.500000 Penalty: 5289.280762
	Iteration 140F: 3 clusters Score -4181868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -4181898.000000 Penalty: 5289.280762
	Iteration 141Q: 3 clusters Score -4181898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4181907.500000 Penalty: 5289.280762
	Iteration 142Q: 3 clusters Score -4181908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4181916.500000 Penalty: 5289.280762
	Iteration 143Q: 3 clusters Score -4181916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4181914.000000 Penalty: 5289.280762
	Iteration 144Q: 3 clusters Score -4181914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4181923.750000 Penalty: 5289.280762
	Iteration 145Q: 3 clusters Score -4181924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -4181927.500000 Penalty: 5289.280762
	Iteration 146Q: 3 clusters Score -4181928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4181941.750000 Penalty: 5289.280762
	Iteration 147Q: 3 clusters Score -4181942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4181950.250000 Penalty: 5289.280762
	Iteration 148Q: 3 clusters Score -4181950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4181964.750000 Penalty: 5289.280762
	Iteration 149Q: 3 clusters Score -4181965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -4181981.250000 Penalty: 5289.280762
	Iteration 150Q: 3 clusters Score -4181981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -4181983.750000 Penalty: 5289.280762
	Iteration 151Q: 3 clusters Score -4181984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4181997.500000 Penalty: 5289.280762
	Iteration 152Q: 3 clusters Score -4181998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -4182008.000000 Penalty: 5289.280762
	Iteration 153Q: 3 clusters Score -4182008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -4182020.250000 Penalty: 5289.280762
	Iteration 154Q: 3 clusters Score -4182020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4182014.250000 Penalty: 5289.280762
	Iteration 155Q: 3 clusters Score -4182014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4182019.500000 Penalty: 5289.280762
	Iteration 156Q: 3 clusters Score -4182020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -4182027.000000 Penalty: 5289.280762
	Iteration 157Q: 3 clusters Score -4182027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -4182027.000000 Penalty: 5289.280762
	Iteration 158Q: 3 clusters Score -4182027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -4182040.500000 Penalty: 5289.280762
	Iteration 159Q: 3 clusters Score -4182040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4182040.000000 Penalty: 5289.280762
	Iteration 160F: 3 clusters Score -4182040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -4182038.500000 Penalty: 5289.280762
	Iteration 161Q: 3 clusters Score -4182038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4182043.250000 Penalty: 5289.280762
	Iteration 162Q: 3 clusters Score -4182043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -4182049.500000 Penalty: 5289.280762
	Iteration 163Q: 3 clusters Score -4182050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -4182055.000000 Penalty: 5289.280762
	Iteration 164Q: 3 clusters Score -4182055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -4182061.000000 Penalty: 5289.280762
	Iteration 165Q: 3 clusters Score -4182061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -4182062.000000 Penalty: 5289.280762
	Iteration 166Q: 3 clusters Score -4182062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -4182061.250000 Penalty: 5289.280762
	Iteration 167Q: 3 clusters Score -4182061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4182059.000000 Penalty: 5289.280762
	Iteration 168Q: 3 clusters Score -4182059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4182060.750000 Penalty: 5289.280762
	Iteration 169Q: 3 clusters Score -4182061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4182058.000000 Penalty: 5289.280762
	Iteration 170Q: 3 clusters Score -4182058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -4182062.000000 Penalty: 5289.280762
	Iteration 171Q: 3 clusters Score -4182062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -4182062.000000 Penalty: 5289.280762
	Iteration 172F: 3 clusters Score -4182062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -190618.656250 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -190618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -187887.125000 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -187887.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188624.515625 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -188624.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -189022.796875 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -189022.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -189394.187500 Penalty: 3815.288330
	Iteration 3F: 3 clusters Score -189394.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -189715.562500 Penalty: 3815.288330
	Iteration 4F: 3 clusters Score -189715.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -189957.734375 Penalty: 3815.288330
	Iteration 5F: 3 clusters Score -189957.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -190134.125000 Penalty: 3815.288330
	Iteration 6F: 3 clusters Score -190134.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -190211.265625 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -190211.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -190237.015625 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -190237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190255.187500 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -190255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190262.843750 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -190262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190265.234375 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -190265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -190266.156250 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -190266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -190267.515625 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -190267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -190267.515625 Penalty: 3815.288330
	Iteration 14F: 3 clusters Score -190267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -530243.812500 Penalty: 2146.450195
	Iteration 0F: 2 clusters Score -530243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -525291.687500 Penalty: 4292.900391
	Iteration 0F: 3 clusters Score -525291.7 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -526570.250000 Penalty: 4292.900391
	Iteration 1F: 3 clusters Score -526570.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -526859.500000 Penalty: 4292.900391
	Iteration 2F: 3 clusters Score -526859.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -527082.375000 Penalty: 4292.900391
	Iteration 3F: 3 clusters Score -527082.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -527324.312500 Penalty: 4292.900391
	Iteration 4F: 3 clusters Score -527324.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -527580.875000 Penalty: 4292.900391
	Iteration 5Q: 3 clusters Score -527580.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -527838.187500 Penalty: 4292.900391
	Iteration 6F: 3 clusters Score -527838.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -528081.562500 Penalty: 4292.900391
	Iteration 7Q: 3 clusters Score -528081.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -528323.250000 Penalty: 4292.900391
	Iteration 8Q: 3 clusters Score -528323.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -528552.812500 Penalty: 4292.900391
	Iteration 9Q: 3 clusters Score -528552.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -528735.437500 Penalty: 4292.900391
	Iteration 10Q: 3 clusters Score -528735.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -528881.750000 Penalty: 4292.900391
	Iteration 11Q: 3 clusters Score -528881.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -529024.250000 Penalty: 4292.900391
	Iteration 12Q: 3 clusters Score -529024.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -529168.750000 Penalty: 4292.900391
	Iteration 13Q: 3 clusters Score -529168.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -529293.000000 Penalty: 4292.900391
	Iteration 14Q: 3 clusters Score -529293 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -529407.500000 Penalty: 4292.900391
	Iteration 15Q: 3 clusters Score -529407.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -529482.625000 Penalty: 4292.900391
	Iteration 16Q: 3 clusters Score -529482.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -529547.375000 Penalty: 4292.900391
	Iteration 17Q: 3 clusters Score -529547.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -529603.375000 Penalty: 4292.900391
	Iteration 18Q: 3 clusters Score -529603.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -529640.875000 Penalty: 4292.900391
	Iteration 19Q: 3 clusters Score -529640.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -529666.250000 Penalty: 4292.900391
	Iteration 20F: 3 clusters Score -529666.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -529690.062500 Penalty: 4292.900391
	Iteration 21Q: 3 clusters Score -529690.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -529714.937500 Penalty: 4292.900391
	Iteration 22Q: 3 clusters Score -529714.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -529741.250000 Penalty: 4292.900391
	Iteration 23Q: 3 clusters Score -529741.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -529769.875000 Penalty: 4292.900391
	Iteration 24Q: 3 clusters Score -529769.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -529804.000000 Penalty: 4292.900391
	Iteration 25Q: 3 clusters Score -529804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -529831.500000 Penalty: 4292.900391
	Iteration 26Q: 3 clusters Score -529831.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -529860.500000 Penalty: 4292.900391
	Iteration 27Q: 3 clusters Score -529860.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -529895.937500 Penalty: 4292.900391
	Iteration 28Q: 3 clusters Score -529895.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -529926.625000 Penalty: 4292.900391
	Iteration 29Q: 3 clusters Score -529926.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -529957.875000 Penalty: 4292.900391
	Iteration 30Q: 3 clusters Score -529957.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -529991.312500 Penalty: 4292.900391
	Iteration 31Q: 3 clusters Score -529991.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -530017.750000 Penalty: 4292.900391
	Iteration 32Q: 3 clusters Score -530017.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -530039.437500 Penalty: 4292.900391
	Iteration 33Q: 3 clusters Score -530039.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -530053.437500 Penalty: 4292.900391
	Iteration 34Q: 3 clusters Score -530053.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -530061.250000 Penalty: 4292.900391
	Iteration 35Q: 3 clusters Score -530061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -530067.312500 Penalty: 4292.900391
	Iteration 36Q: 3 clusters Score -530067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -530071.312500 Penalty: 4292.900391
	Iteration 37Q: 3 clusters Score -530071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -530080.187500 Penalty: 4292.900391
	Iteration 38Q: 3 clusters Score -530080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -530084.937500 Penalty: 4292.900391
	Iteration 39Q: 3 clusters Score -530084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -530089.687500 Penalty: 4292.900391
	Iteration 40F: 3 clusters Score -530089.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -530091.000000 Penalty: 4292.900391
	Iteration 41Q: 3 clusters Score -530091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -530092.562500 Penalty: 4292.900391
	Iteration 42Q: 3 clusters Score -530092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -530093.312500 Penalty: 4292.900391
	Iteration 43Q: 3 clusters Score -530093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -530094.500000 Penalty: 4292.900391
	Iteration 44Q: 3 clusters Score -530094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -530095.250000 Penalty: 4292.900391
	Iteration 45Q: 3 clusters Score -530095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -530095.937500 Penalty: 4292.900391
	Iteration 46Q: 3 clusters Score -530095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -530096.312500 Penalty: 4292.900391
	Iteration 47Q: 3 clusters Score -530096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -530097.312500 Penalty: 4292.900391
	Iteration 48Q: 3 clusters Score -530097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -530097.500000 Penalty: 4292.900391
	Iteration 49Q: 3 clusters Score -530097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -530098.250000 Penalty: 4292.900391
	Iteration 50Q: 3 clusters Score -530098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -530098.312500 Penalty: 4292.900391
	Iteration 51Q: 3 clusters Score -530098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -530098.312500 Penalty: 4292.900391
	Iteration 52F: 3 clusters Score -530098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -464992.781250 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -464992.8 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 2495 members 
Entering Unmasked Estep 
Score: -460393.312500 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -460393.3 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -461489.437500 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -461489.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -461745.125000 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -461745.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -461911.375000 Penalty: 4222.838379
	Iteration 3F: 3 clusters Score -461911.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -462008.031250 Penalty: 4222.838379
	Iteration 4Q: 3 clusters Score -462008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -462082.812500 Penalty: 4222.838379
	Iteration 5Q: 3 clusters Score -462082.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -462129.187500 Penalty: 4222.838379
	Iteration 6Q: 3 clusters Score -462129.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -462178.750000 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -462178.8 nChanged 80
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: -462216.750000 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -462216.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -462256.093750 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -462256.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -462304.812500 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -462304.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -462353.843750 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -462353.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -462392.312500 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -462392.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -462415.968750 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -462416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -462443.781250 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -462443.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -462473.406250 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -462473.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -462501.250000 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -462501.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -462526.531250 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -462526.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -462562.875000 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -462562.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -462600.375000 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -462600.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -462643.531250 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -462643.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -462706.062500 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -462706.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -462773.531250 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -462773.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -462864.843750 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -462864.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -462944.593750 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -462944.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -463043.937500 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -463043.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -463149.312500 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -463149.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -463230.625000 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -463230.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -463303.781250 Penalty: 4222.838379
	Iteration 28Q: 3 clusters Score -463303.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -463379.500000 Penalty: 4222.838379
	Iteration 29Q: 3 clusters Score -463379.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -463458.500000 Penalty: 4222.838379
	Iteration 30Q: 3 clusters Score -463458.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -463523.375000 Penalty: 4222.838379
	Iteration 31Q: 3 clusters Score -463523.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -463573.156250 Penalty: 4222.838379
	Iteration 32Q: 3 clusters Score -463573.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -463610.062500 Penalty: 4222.838379
	Iteration 33Q: 3 clusters Score -463610.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -463639.968750 Penalty: 4222.838379
	Iteration 34Q: 3 clusters Score -463640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -463662.406250 Penalty: 4222.838379
	Iteration 35Q: 3 clusters Score -463662.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -463673.406250 Penalty: 4222.838379
	Iteration 36Q: 3 clusters Score -463673.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -463679.156250 Penalty: 4222.838379
	Iteration 37Q: 3 clusters Score -463679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -463684.000000 Penalty: 4222.838379
	Iteration 38Q: 3 clusters Score -463684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -463686.468750 Penalty: 4222.838379
	Iteration 39Q: 3 clusters Score -463686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -463687.062500 Penalty: 4222.838379
	Iteration 40F: 3 clusters Score -463687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -463687.843750 Penalty: 4222.838379
	Iteration 41Q: 3 clusters Score -463687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -463689.031250 Penalty: 4222.838379
	Iteration 42Q: 3 clusters Score -463689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -463688.625000 Penalty: 4222.838379
	Iteration 43Q: 3 clusters Score -463688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -463690.125000 Penalty: 4222.838379
	Iteration 44Q: 3 clusters Score -463690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -463691.562500 Penalty: 4222.838379
	Iteration 45Q: 3 clusters Score -463691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -463691.562500 Penalty: 4222.838379
	Iteration 46F: 3 clusters Score -463691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Entering Unmasked Estep 
Score: -9916498.000000 Penalty: 2859.970703
	Iteration 0F: 2 clusters Score -9916498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -9848302.000000 Penalty: 5719.941406
	Iteration 0F: 3 clusters Score -9848302 nChanged 48311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -9876762.000000 Penalty: 5719.941406
	Iteration 1F: 3 clusters Score -9876762 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -9878273.000000 Penalty: 5719.941406
	Iteration 2Q: 3 clusters Score -9878273 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -9880368.000000 Penalty: 5719.941406
	Iteration 3Q: 3 clusters Score -9880368 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -9883151.000000 Penalty: 5719.941406
	Iteration 4F: 3 clusters Score -9883151 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -9886586.000000 Penalty: 5719.941406
	Iteration 5F: 3 clusters Score -9886586 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -9890123.000000 Penalty: 5719.941406
	Iteration 6F: 3 clusters Score -9890123 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -9892884.000000 Penalty: 5719.941406
	Iteration 7F: 3 clusters Score -9892884 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -9894950.000000 Penalty: 5719.941406
	Iteration 8Q: 3 clusters Score -9894950 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -9896289.000000 Penalty: 5719.941406
	Iteration 9Q: 3 clusters Score -9896289 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -9897139.000000 Penalty: 5719.941406
	Iteration 10Q: 3 clusters Score -9897139 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -9897790.000000 Penalty: 5719.941406
	Iteration 11Q: 3 clusters Score -9897790 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -9898267.000000 Penalty: 5719.941406
	Iteration 12Q: 3 clusters Score -9898267 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -9898750.000000 Penalty: 5719.941406
	Iteration 13Q: 3 clusters Score -9898750 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -9899175.000000 Penalty: 5719.941406
	Iteration 14Q: 3 clusters Score -9899175 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -9899651.000000 Penalty: 5719.941406
	Iteration 15Q: 3 clusters Score -9899651 nChanged 1884
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9900265 nChanged 1888
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9900824 nChanged 1819
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9901294 nChanged 1717
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9901775 nChanged 1584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9902098 nChanged 1325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9902388 nChanged 1119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9902614 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9902919 nChanged 994
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9903186 nChanged 954
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9903316 nChanged 967
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9903527 nChanged 972
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9903732 nChanged 886
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9903956 nChanged 867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9904100 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9904236 nChanged 826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9904420 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9904515 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9904567 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9904693 nChanged 723
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9904812 nChanged 682
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9904911 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9905028 nChanged 642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9905181 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9905250 nChanged 620
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Mstep: Class 1 contains 38459 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9905339 nChanged 616
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Mstep: Class 1 contains 38039 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9905471 nChanged 588
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Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9905609 nChanged 659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9905725 nChanged 642
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Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9905808 nChanged 621
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Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35549 members 
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	Iteration 46Q: 3 clusters Score -9905928 nChanged 581
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Mstep: Class 1 contains 35044 members 
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Mstep: Class 1 contains 34517 members 
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	Iteration 48Q: 3 clusters Score -9906147 nChanged 629
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Mstep: Class 1 contains 33958 members 
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Mstep: Class 1 contains 32839 members 
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Mstep: Class 2 contains 69691 members 
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Mstep: Class 2 contains 70356 members 
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	Iteration 53Q: 3 clusters Score -9906604 nChanged 723
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Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 71031 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29539 members 
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Mstep: Class 1 contains 28827 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9907311 nChanged 738
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Mstep: Class 1 contains 27413 members 
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Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 75279 members 
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	Iteration 60F: 3 clusters Score -9907643 nChanged 755
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 76018 members 
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	Iteration 61Q: 3 clusters Score -9907787 nChanged 751
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Mstep: Class 1 contains 24430 members 
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	Iteration 63Q: 3 clusters Score -9908092 nChanged 759
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Mstep: Class 2 contains 78247 members 
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	Iteration 64Q: 3 clusters Score -9908282 nChanged 803
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	Iteration 70Q: 3 clusters Score -9909741 nChanged 829
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	Iteration 72Q: 3 clusters Score -9910155 nChanged 755
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	Iteration 78Q: 3 clusters Score -9911385 nChanged 628
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	Iteration 80F: 3 clusters Score -9911685 nChanged 566
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Entering Unmasked Estep 
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Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -9913870.000000 Penalty: 5719.941406
	Iteration 108Q: 3 clusters Score -9913870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -9913905.000000 Penalty: 5719.941406
	Iteration 109Q: 3 clusters Score -9913905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -9913954.000000 Penalty: 5719.941406
	Iteration 110Q: 3 clusters Score -9913954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -9913963.000000 Penalty: 5719.941406
	Iteration 111Q: 3 clusters Score -9913963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -9913976.000000 Penalty: 5719.941406
	Iteration 112Q: 3 clusters Score -9913976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -9913987.000000 Penalty: 5719.941406
	Iteration 113Q: 3 clusters Score -9913987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -9913993.000000 Penalty: 5719.941406
	Iteration 114Q: 3 clusters Score -9913993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -9914006.000000 Penalty: 5719.941406
	Iteration 115Q: 3 clusters Score -9914006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -9914026.000000 Penalty: 5719.941406
	Iteration 116Q: 3 clusters Score -9914026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -9914039.000000 Penalty: 5719.941406
	Iteration 117Q: 3 clusters Score -9914039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -9914036.000000 Penalty: 5719.941406
	Iteration 118Q: 3 clusters Score -9914036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -9914080.000000 Penalty: 5719.941406
	Iteration 119Q: 3 clusters Score -9914080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -9914098.000000 Penalty: 5719.941406
	Iteration 120F: 3 clusters Score -9914098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -9914116.000000 Penalty: 5719.941406
	Iteration 121Q: 3 clusters Score -9914116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -9914124.000000 Penalty: 5719.941406
	Iteration 122Q: 3 clusters Score -9914124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -9914116.000000 Penalty: 5719.941406
	Iteration 123Q: 3 clusters Score -9914116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -9914144.000000 Penalty: 5719.941406
	Iteration 124Q: 3 clusters Score -9914144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -9914127.000000 Penalty: 5719.941406
	Iteration 125Q: 3 clusters Score -9914127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -9914143.000000 Penalty: 5719.941406
	Iteration 126Q: 3 clusters Score -9914143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -9914171.000000 Penalty: 5719.941406
	Iteration 127Q: 3 clusters Score -9914171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -9914160.000000 Penalty: 5719.941406
	Iteration 128Q: 3 clusters Score -9914160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -9914159.000000 Penalty: 5719.941406
	Iteration 129Q: 3 clusters Score -9914159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -9914161.000000 Penalty: 5719.941406
	Iteration 130Q: 3 clusters Score -9914161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -9914198.000000 Penalty: 5719.941406
	Iteration 131Q: 3 clusters Score -9914198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -9914222.000000 Penalty: 5719.941406
	Iteration 132Q: 3 clusters Score -9914222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -9914239.000000 Penalty: 5719.941406
	Iteration 133Q: 3 clusters Score -9914239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -9914243.000000 Penalty: 5719.941406
	Iteration 134Q: 3 clusters Score -9914243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -9914238.000000 Penalty: 5719.941406
	Iteration 135Q: 3 clusters Score -9914238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -9914246.000000 Penalty: 5719.941406
	Iteration 136Q: 3 clusters Score -9914246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -9914258.000000 Penalty: 5719.941406
	Iteration 137Q: 3 clusters Score -9914258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -9914271.000000 Penalty: 5719.941406
	Iteration 138Q: 3 clusters Score -9914271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -9914251.000000 Penalty: 5719.941406
	Iteration 139Q: 3 clusters Score -9914251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -9914248.000000 Penalty: 5719.941406
	Iteration 140F: 3 clusters Score -9914248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -9914260.000000 Penalty: 5719.941406
	Iteration 141Q: 3 clusters Score -9914260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -9914268.000000 Penalty: 5719.941406
	Iteration 142Q: 3 clusters Score -9914268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -9914269.000000 Penalty: 5719.941406
	Iteration 143Q: 3 clusters Score -9914269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -9914265.000000 Penalty: 5719.941406
	Iteration 144Q: 3 clusters Score -9914265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -9914269.000000 Penalty: 5719.941406
	Iteration 145Q: 3 clusters Score -9914269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -9914281.000000 Penalty: 5719.941406
	Iteration 146Q: 3 clusters Score -9914281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -9914286.000000 Penalty: 5719.941406
	Iteration 147Q: 3 clusters Score -9914286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -9914285.000000 Penalty: 5719.941406
	Iteration 148Q: 3 clusters Score -9914285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -9914271.000000 Penalty: 5719.941406
	Iteration 149Q: 3 clusters Score -9914271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -9914265.000000 Penalty: 5719.941406
	Iteration 150Q: 3 clusters Score -9914265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -9914276.000000 Penalty: 5719.941406
	Iteration 151Q: 3 clusters Score -9914276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -9914267.000000 Penalty: 5719.941406
	Iteration 152Q: 3 clusters Score -9914267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -9914257.000000 Penalty: 5719.941406
	Iteration 153Q: 3 clusters Score -9914257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 100222 members 
Entering Unmasked Estep 
Score: -9914254.000000 Penalty: 5719.941406
	Iteration 154Q: 3 clusters Score -9914254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -9914256.000000 Penalty: 5719.941406
	Iteration 155Q: 3 clusters Score -9914256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -9914249.000000 Penalty: 5719.941406
	Iteration 156Q: 3 clusters Score -9914249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -9914249.000000 Penalty: 5719.941406
	Iteration 157F: 3 clusters Score -9914249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -430416.562500 Penalty: 2093.625488
	Iteration 0F: 2 clusters Score -430416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -426107.125000 Penalty: 4187.250977
	Iteration 0F: 3 clusters Score -426107.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -427334.906250 Penalty: 4187.250977
	Iteration 1F: 3 clusters Score -427334.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -427735.437500 Penalty: 4187.250977
	Iteration 2F: 3 clusters Score -427735.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -428046.937500 Penalty: 4187.250977
	Iteration 3F: 3 clusters Score -428046.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -428377.000000 Penalty: 4187.250977
	Iteration 4F: 3 clusters Score -428377 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -428722.187500 Penalty: 4187.250977
	Iteration 5F: 3 clusters Score -428722.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -428970.437500 Penalty: 4187.250977
	Iteration 6F: 3 clusters Score -428970.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -429144.218750 Penalty: 4187.250977
	Iteration 7F: 3 clusters Score -429144.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -429296.750000 Penalty: 4187.250977
	Iteration 8Q: 3 clusters Score -429296.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -429407.343750 Penalty: 4187.250977
	Iteration 9Q: 3 clusters Score -429407.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -429493.656250 Penalty: 4187.250977
	Iteration 10Q: 3 clusters Score -429493.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -429550.312500 Penalty: 4187.250977
	Iteration 11Q: 3 clusters Score -429550.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -429600.625000 Penalty: 4187.250977
	Iteration 12Q: 3 clusters Score -429600.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -429635.906250 Penalty: 4187.250977
	Iteration 13Q: 3 clusters Score -429635.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -429655.593750 Penalty: 4187.250977
	Iteration 14Q: 3 clusters Score -429655.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -429677.062500 Penalty: 4187.250977
	Iteration 15Q: 3 clusters Score -429677.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -429702.562500 Penalty: 4187.250977
	Iteration 16Q: 3 clusters Score -429702.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -429732.781250 Penalty: 4187.250977
	Iteration 17Q: 3 clusters Score -429732.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -429755.031250 Penalty: 4187.250977
	Iteration 18Q: 3 clusters Score -429755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -429767.718750 Penalty: 4187.250977
	Iteration 19Q: 3 clusters Score -429767.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -429782.031250 Penalty: 4187.250977
	Iteration 20F: 3 clusters Score -429782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -429795.250000 Penalty: 4187.250977
	Iteration 21Q: 3 clusters Score -429795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -429803.937500 Penalty: 4187.250977
	Iteration 22Q: 3 clusters Score -429803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -429811.125000 Penalty: 4187.250977
	Iteration 23Q: 3 clusters Score -429811.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -429820.437500 Penalty: 4187.250977
	Iteration 24Q: 3 clusters Score -429820.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -429829.468750 Penalty: 4187.250977
	Iteration 25Q: 3 clusters Score -429829.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -429837.562500 Penalty: 4187.250977
	Iteration 26Q: 3 clusters Score -429837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -429840.625000 Penalty: 4187.250977
	Iteration 27Q: 3 clusters Score -429840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -429842.750000 Penalty: 4187.250977
	Iteration 28Q: 3 clusters Score -429842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -429845.281250 Penalty: 4187.250977
	Iteration 29Q: 3 clusters Score -429845.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -429847.375000 Penalty: 4187.250977
	Iteration 30Q: 3 clusters Score -429847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -429848.875000 Penalty: 4187.250977
	Iteration 31Q: 3 clusters Score -429848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -429849.375000 Penalty: 4187.250977
	Iteration 32Q: 3 clusters Score -429849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -429849.812500 Penalty: 4187.250977
	Iteration 33Q: 3 clusters Score -429849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -429852.125000 Penalty: 4187.250977
	Iteration 34Q: 3 clusters Score -429852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -429854.843750 Penalty: 4187.250977
	Iteration 35Q: 3 clusters Score -429854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -429854.875000 Penalty: 4187.250977
	Iteration 36Q: 3 clusters Score -429854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -429854.875000 Penalty: 4187.250977
	Iteration 37F: 3 clusters Score -429854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -399333.593750 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -399333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -395254.937500 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -395254.9 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -396152.281250 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -396152.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -396338.718750 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -396338.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -396475.187500 Penalty: 4149.257812
	Iteration 3Q: 3 clusters Score -396475.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -396570.406250 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -396570.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -396653.875000 Penalty: 4149.257812
	Iteration 5Q: 3 clusters Score -396653.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -396711.500000 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -396711.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -396769.406250 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -396769.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -396820.375000 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -396820.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -396898.562500 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -396898.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -397002.687500 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -397002.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -397156.437500 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -397156.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -397359.843750 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -397359.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -397579.343750 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -397579.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -397746.375000 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -397746.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -397851.593750 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -397851.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -397912.375000 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -397912.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -397970.125000 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -397970.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -398010.343750 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -398010.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -398032.687500 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -398032.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -398042.468750 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -398042.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -398046.250000 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -398046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -398049.437500 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -398049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -398052.437500 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -398052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -398055.437500 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -398055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -398056.531250 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -398056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -398060.093750 Penalty: 4149.257812
	Iteration 26Q: 3 clusters Score -398060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -398062.281250 Penalty: 4149.257812
	Iteration 27Q: 3 clusters Score -398062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -398065.468750 Penalty: 4149.257812
	Iteration 28Q: 3 clusters Score -398065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -398066.281250 Penalty: 4149.257812
	Iteration 29Q: 3 clusters Score -398066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -398066.281250 Penalty: 4149.257812
	Iteration 30F: 3 clusters Score -398066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -468010.031250 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -468010 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 2256 members 
Entering Unmasked Estep 
Score: -463829.437500 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -463829.4 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -464711.500000 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -464711.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -464893.625000 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -464893.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -464995.906250 Penalty: 4180.359375
	Iteration 3Q: 3 clusters Score -464995.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -465054.937500 Penalty: 4180.359375
	Iteration 4Q: 3 clusters Score -465054.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -465102.812500 Penalty: 4180.359375
	Iteration 5Q: 3 clusters Score -465102.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -465139.406250 Penalty: 4180.359375
	Iteration 6Q: 3 clusters Score -465139.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -465179.093750 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -465179.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -465218.625000 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -465218.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -465257.500000 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -465257.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -465283.718750 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -465283.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -465307.437500 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -465307.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -465330.468750 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -465330.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -465353.375000 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -465353.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -465374.468750 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -465374.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -465395.031250 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -465395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465416.593750 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -465416.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -465439.656250 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -465439.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -465456.125000 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -465456.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -465479.593750 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -465479.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -465506.968750 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -465507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -465529.812500 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -465529.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -465556.468750 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -465556.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -465583.281250 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -465583.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -465616.656250 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -465616.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -465646.843750 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -465646.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -465675.625000 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -465675.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -465708.562500 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -465708.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -465747.312500 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -465747.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -465779.250000 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -465779.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -465810.218750 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -465810.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -465847.250000 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -465847.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -465883.843750 Penalty: 4180.359375
	Iteration 32Q: 3 clusters Score -465883.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -465924.406250 Penalty: 4180.359375
	Iteration 33Q: 3 clusters Score -465924.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -465967.812500 Penalty: 4180.359375
	Iteration 34Q: 3 clusters Score -465967.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -466001.906250 Penalty: 4180.359375
	Iteration 35Q: 3 clusters Score -466001.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -466023.562500 Penalty: 4180.359375
	Iteration 36Q: 3 clusters Score -466023.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -466044.375000 Penalty: 4180.359375
	Iteration 37Q: 3 clusters Score -466044.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -466062.906250 Penalty: 4180.359375
	Iteration 38Q: 3 clusters Score -466062.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -466079.031250 Penalty: 4180.359375
	Iteration 39Q: 3 clusters Score -466079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -466097.250000 Penalty: 4180.359375
	Iteration 40F: 3 clusters Score -466097.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -466110.687500 Penalty: 4180.359375
	Iteration 41Q: 3 clusters Score -466110.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -466124.281250 Penalty: 4180.359375
	Iteration 42Q: 3 clusters Score -466124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -466136.968750 Penalty: 4180.359375
	Iteration 43Q: 3 clusters Score -466137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -466145.281250 Penalty: 4180.359375
	Iteration 44Q: 3 clusters Score -466145.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -466149.250000 Penalty: 4180.359375
	Iteration 45Q: 3 clusters Score -466149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -466153.406250 Penalty: 4180.359375
	Iteration 46Q: 3 clusters Score -466153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -466156.031250 Penalty: 4180.359375
	Iteration 47Q: 3 clusters Score -466156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -466156.906250 Penalty: 4180.359375
	Iteration 48Q: 3 clusters Score -466156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -466157.187500 Penalty: 4180.359375
	Iteration 49Q: 3 clusters Score -466157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -466157.500000 Penalty: 4180.359375
	Iteration 50Q: 3 clusters Score -466157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -466157.500000 Penalty: 4180.359375
	Iteration 51F: 3 clusters Score -466157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -638558.562500 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -638558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -633105.625000 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -633105.6 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -634570.750000 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -634570.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -634821.187500 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -634821.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -634969.125000 Penalty: 4358.839355
	Iteration 3Q: 3 clusters Score -634969.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -635072.687500 Penalty: 4358.839355
	Iteration 4Q: 3 clusters Score -635072.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -635149.562500 Penalty: 4358.839355
	Iteration 5Q: 3 clusters Score -635149.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -635222.812500 Penalty: 4358.839355
	Iteration 6Q: 3 clusters Score -635222.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -635291.500000 Penalty: 4358.839355
	Iteration 7Q: 3 clusters Score -635291.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -635347.812500 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -635347.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -635401.687500 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -635401.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -635445.187500 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -635445.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -635481.562500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -635481.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -635514.562500 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -635514.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -635545.437500 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -635545.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -635591.625000 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -635591.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -635632.312500 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -635632.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -635670.562500 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -635670.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -635707.000000 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -635707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -635741.875000 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -635741.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -635777.187500 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -635777.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -635818.937500 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -635818.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -635863.375000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -635863.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -635914.000000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -635914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -635956.687500 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -635956.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -636011.812500 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -636011.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -636059.062500 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -636059.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -636107.250000 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -636107.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -636157.625000 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -636157.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -636205.187500 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -636205.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -636243.312500 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -636243.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -636271.687500 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -636271.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -636298.437500 Penalty: 4358.839355
	Iteration 31Q: 3 clusters Score -636298.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -636329.125000 Penalty: 4358.839355
	Iteration 32Q: 3 clusters Score -636329.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -636352.125000 Penalty: 4358.839355
	Iteration 33Q: 3 clusters Score -636352.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -636366.625000 Penalty: 4358.839355
	Iteration 34Q: 3 clusters Score -636366.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -636385.062500 Penalty: 4358.839355
	Iteration 35Q: 3 clusters Score -636385.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -636395.687500 Penalty: 4358.839355
	Iteration 36Q: 3 clusters Score -636395.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -636406.812500 Penalty: 4358.839355
	Iteration 37Q: 3 clusters Score -636406.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -636421.062500 Penalty: 4358.839355
	Iteration 38Q: 3 clusters Score -636421.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -636427.437500 Penalty: 4358.839355
	Iteration 39Q: 3 clusters Score -636427.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -636435.125000 Penalty: 4358.839355
	Iteration 40F: 3 clusters Score -636435.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -636437.062500 Penalty: 4358.839355
	Iteration 41Q: 3 clusters Score -636437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -636446.125000 Penalty: 4358.839355
	Iteration 42Q: 3 clusters Score -636446.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -636453.875000 Penalty: 4358.839355
	Iteration 43Q: 3 clusters Score -636453.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -636459.000000 Penalty: 4358.839355
	Iteration 44Q: 3 clusters Score -636459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -636467.250000 Penalty: 4358.839355
	Iteration 45Q: 3 clusters Score -636467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -636471.750000 Penalty: 4358.839355
	Iteration 46Q: 3 clusters Score -636471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -636476.250000 Penalty: 4358.839355
	Iteration 47Q: 3 clusters Score -636476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -636477.937500 Penalty: 4358.839355
	Iteration 48Q: 3 clusters Score -636477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -636481.500000 Penalty: 4358.839355
	Iteration 49Q: 3 clusters Score -636481.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -636483.375000 Penalty: 4358.839355
	Iteration 50Q: 3 clusters Score -636483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -636485.500000 Penalty: 4358.839355
	Iteration 51Q: 3 clusters Score -636485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -636486.625000 Penalty: 4358.839355
	Iteration 52Q: 3 clusters Score -636486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -636488.250000 Penalty: 4358.839355
	Iteration 53Q: 3 clusters Score -636488.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -636490.812500 Penalty: 4358.839355
	Iteration 54Q: 3 clusters Score -636490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -636492.812500 Penalty: 4358.839355
	Iteration 55Q: 3 clusters Score -636492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -636493.000000 Penalty: 4358.839355
	Iteration 56Q: 3 clusters Score -636493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -636497.250000 Penalty: 4358.839355
	Iteration 57Q: 3 clusters Score -636497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -636500.000000 Penalty: 4358.839355
	Iteration 58Q: 3 clusters Score -636500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -636502.000000 Penalty: 4358.839355
	Iteration 59Q: 3 clusters Score -636502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -636504.312500 Penalty: 4358.839355
	Iteration 60F: 3 clusters Score -636504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -636508.062500 Penalty: 4358.839355
	Iteration 61Q: 3 clusters Score -636508.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -636510.562500 Penalty: 4358.839355
	Iteration 62Q: 3 clusters Score -636510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -636516.625000 Penalty: 4358.839355
	Iteration 63Q: 3 clusters Score -636516.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -636520.312500 Penalty: 4358.839355
	Iteration 64Q: 3 clusters Score -636520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -636525.312500 Penalty: 4358.839355
	Iteration 65Q: 3 clusters Score -636525.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -636531.250000 Penalty: 4358.839355
	Iteration 66Q: 3 clusters Score -636531.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -636537.375000 Penalty: 4358.839355
	Iteration 67Q: 3 clusters Score -636537.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -636540.500000 Penalty: 4358.839355
	Iteration 68Q: 3 clusters Score -636540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -636544.937500 Penalty: 4358.839355
	Iteration 69Q: 3 clusters Score -636544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -636545.000000 Penalty: 4358.839355
	Iteration 70Q: 3 clusters Score -636545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -636547.375000 Penalty: 4358.839355
	Iteration 71Q: 3 clusters Score -636547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -636550.562500 Penalty: 4358.839355
	Iteration 72Q: 3 clusters Score -636550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -636554.250000 Penalty: 4358.839355
	Iteration 73Q: 3 clusters Score -636554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -636556.000000 Penalty: 4358.839355
	Iteration 74Q: 3 clusters Score -636556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -636558.000000 Penalty: 4358.839355
	Iteration 75Q: 3 clusters Score -636558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -636558.687500 Penalty: 4358.839355
	Iteration 76Q: 3 clusters Score -636558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -636559.000000 Penalty: 4358.839355
	Iteration 77Q: 3 clusters Score -636559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -636562.250000 Penalty: 4358.839355
	Iteration 78Q: 3 clusters Score -636562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -636564.187500 Penalty: 4358.839355
	Iteration 79Q: 3 clusters Score -636564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -636563.562500 Penalty: 4358.839355
	Iteration 80F: 3 clusters Score -636563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -636564.312500 Penalty: 4358.839355
	Iteration 81Q: 3 clusters Score -636564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -636566.312500 Penalty: 4358.839355
	Iteration 82Q: 3 clusters Score -636566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -636566.187500 Penalty: 4358.839355
	Iteration 83Q: 3 clusters Score -636566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -636566.937500 Penalty: 4358.839355
	Iteration 84Q: 3 clusters Score -636566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -636568.625000 Penalty: 4358.839355
	Iteration 85Q: 3 clusters Score -636568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -636571.562500 Penalty: 4358.839355
	Iteration 86Q: 3 clusters Score -636571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -636574.000000 Penalty: 4358.839355
	Iteration 87Q: 3 clusters Score -636574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -636573.437500 Penalty: 4358.839355
	Iteration 88Q: 3 clusters Score -636573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -636575.312500 Penalty: 4358.839355
	Iteration 89Q: 3 clusters Score -636575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -636576.500000 Penalty: 4358.839355
	Iteration 90Q: 3 clusters Score -636576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -636576.812500 Penalty: 4358.839355
	Iteration 91Q: 3 clusters Score -636576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -636578.062500 Penalty: 4358.839355
	Iteration 92Q: 3 clusters Score -636578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -636579.250000 Penalty: 4358.839355
	Iteration 93Q: 3 clusters Score -636579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -636579.562500 Penalty: 4358.839355
	Iteration 94Q: 3 clusters Score -636579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -636581.687500 Penalty: 4358.839355
	Iteration 95Q: 3 clusters Score -636581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -636582.125000 Penalty: 4358.839355
	Iteration 96Q: 3 clusters Score -636582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -636583.750000 Penalty: 4358.839355
	Iteration 97Q: 3 clusters Score -636583.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -636583.500000 Penalty: 4358.839355
	Iteration 98Q: 3 clusters Score -636583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -636585.375000 Penalty: 4358.839355
	Iteration 99Q: 3 clusters Score -636585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -636588.000000 Penalty: 4358.839355
	Iteration 100F: 3 clusters Score -636588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -636588.750000 Penalty: 4358.839355
	Iteration 101Q: 3 clusters Score -636588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -636589.937500 Penalty: 4358.839355
	Iteration 102Q: 3 clusters Score -636589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -636589.625000 Penalty: 4358.839355
	Iteration 103Q: 3 clusters Score -636589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -636591.937500 Penalty: 4358.839355
	Iteration 104Q: 3 clusters Score -636591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -636592.500000 Penalty: 4358.839355
	Iteration 105Q: 3 clusters Score -636592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -636592.500000 Penalty: 4358.839355
	Iteration 106F: 3 clusters Score -636592.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -332124.125000 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -332124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -328521.656250 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -328521.7 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -329252.156250 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -329252.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -329431.406250 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -329431.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -329518.312500 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -329518.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -329584.250000 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -329584.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -329635.375000 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -329635.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329684.312500 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -329684.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -329732.281250 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -329732.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -329783.531250 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -329783.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329826.906250 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -329826.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329871.968750 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -329872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -329916.031250 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -329916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -329966.000000 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -329966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -330019.500000 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -330019.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -330076.187500 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -330076.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -330127.218750 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -330127.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -330183.593750 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -330183.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -330249.250000 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -330249.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330307.687500 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -330307.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -330362.781250 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -330362.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -330412.125000 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -330412.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -330460.875000 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -330460.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -330513.375000 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -330513.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -330557.781250 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -330557.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330588.687500 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -330588.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -330616.093750 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -330616.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330639.531250 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -330639.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -330658.781250 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -330658.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -330676.562500 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -330676.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330691.593750 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -330691.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -330709.031250 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -330709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -330737.593750 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -330737.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -330773.375000 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -330773.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330802.406250 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -330802.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -330825.343750 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -330825.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330843.187500 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -330843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330853.531250 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -330853.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330865.656250 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -330865.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -330878.625000 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -330878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -330888.000000 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -330888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -330903.093750 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -330903.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -330914.156250 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -330914.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -330930.343750 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -330930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -330937.343750 Penalty: 4056.187012
	Iteration 43Q: 3 clusters Score -330937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -330940.718750 Penalty: 4056.187012
	Iteration 44Q: 3 clusters Score -330940.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -330943.281250 Penalty: 4056.187012
	Iteration 45Q: 3 clusters Score -330943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -330946.093750 Penalty: 4056.187012
	Iteration 46Q: 3 clusters Score -330946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -330948.156250 Penalty: 4056.187012
	Iteration 47Q: 3 clusters Score -330948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -330950.906250 Penalty: 4056.187012
	Iteration 48Q: 3 clusters Score -330950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -330953.843750 Penalty: 4056.187012
	Iteration 49Q: 3 clusters Score -330953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -330956.968750 Penalty: 4056.187012
	Iteration 50Q: 3 clusters Score -330957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -330965.031250 Penalty: 4056.187012
	Iteration 51Q: 3 clusters Score -330965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -330970.375000 Penalty: 4056.187012
	Iteration 52Q: 3 clusters Score -330970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -330976.093750 Penalty: 4056.187012
	Iteration 53Q: 3 clusters Score -330976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -330980.781250 Penalty: 4056.187012
	Iteration 54Q: 3 clusters Score -330980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -330982.468750 Penalty: 4056.187012
	Iteration 55Q: 3 clusters Score -330982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -330984.312500 Penalty: 4056.187012
	Iteration 56Q: 3 clusters Score -330984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -330986.000000 Penalty: 4056.187012
	Iteration 57Q: 3 clusters Score -330986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -330986.000000 Penalty: 4056.187012
	Iteration 58F: 3 clusters Score -330986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -206002.281250 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -206002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -203094.343750 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -203094.3 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204016.203125 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -204016.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -204563.859375 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -204563.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204984.531250 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -204984.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -205295.203125 Penalty: 3900.752197
	Iteration 4F: 3 clusters Score -205295.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -205478.859375 Penalty: 3900.752197
	Iteration 5F: 3 clusters Score -205478.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -205573.484375 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -205573.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205634.859375 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -205634.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205677.718750 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -205677.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -205715.953125 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -205716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -205737.953125 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -205738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -205748.109375 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -205748.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -205753.203125 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -205753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -205754.734375 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -205754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -205755.234375 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -205755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -205755.234375 Penalty: 3900.752197
	Iteration 15F: 3 clusters Score -205755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -592846.875000 Penalty: 2153.689453
	Iteration 0F: 2 clusters Score -592846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -587731.250000 Penalty: 4307.378906
	Iteration 0F: 3 clusters Score -587731.2 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -589024.625000 Penalty: 4307.378906
	Iteration 1F: 3 clusters Score -589024.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -589266.000000 Penalty: 4307.378906
	Iteration 2F: 3 clusters Score -589266 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -589454.062500 Penalty: 4307.378906
	Iteration 3F: 3 clusters Score -589454.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -589625.062500 Penalty: 4307.378906
	Iteration 4Q: 3 clusters Score -589625.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -589777.187500 Penalty: 4307.378906
	Iteration 5Q: 3 clusters Score -589777.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -589942.125000 Penalty: 4307.378906
	Iteration 6Q: 3 clusters Score -589942.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -590104.312500 Penalty: 4307.378906
	Iteration 7Q: 3 clusters Score -590104.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -590244.937500 Penalty: 4307.378906
	Iteration 8Q: 3 clusters Score -590244.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -590370.437500 Penalty: 4307.378906
	Iteration 9Q: 3 clusters Score -590370.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -590483.562500 Penalty: 4307.378906
	Iteration 10Q: 3 clusters Score -590483.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -590583.687500 Penalty: 4307.378906
	Iteration 11Q: 3 clusters Score -590583.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -590659.125000 Penalty: 4307.378906
	Iteration 12Q: 3 clusters Score -590659.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -590719.000000 Penalty: 4307.378906
	Iteration 13Q: 3 clusters Score -590719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -590760.937500 Penalty: 4307.378906
	Iteration 14Q: 3 clusters Score -590760.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -590787.187500 Penalty: 4307.378906
	Iteration 15Q: 3 clusters Score -590787.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -590815.875000 Penalty: 4307.378906
	Iteration 16Q: 3 clusters Score -590815.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -590840.500000 Penalty: 4307.378906
	Iteration 17Q: 3 clusters Score -590840.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -590860.750000 Penalty: 4307.378906
	Iteration 18Q: 3 clusters Score -590860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -590877.875000 Penalty: 4307.378906
	Iteration 19Q: 3 clusters Score -590877.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -590889.500000 Penalty: 4307.378906
	Iteration 20F: 3 clusters Score -590889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -590898.562500 Penalty: 4307.378906
	Iteration 21Q: 3 clusters Score -590898.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -590906.812500 Penalty: 4307.378906
	Iteration 22Q: 3 clusters Score -590906.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -590917.062500 Penalty: 4307.378906
	Iteration 23Q: 3 clusters Score -590917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -590927.187500 Penalty: 4307.378906
	Iteration 24Q: 3 clusters Score -590927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -590932.000000 Penalty: 4307.378906
	Iteration 25Q: 3 clusters Score -590932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -590932.437500 Penalty: 4307.378906
	Iteration 26Q: 3 clusters Score -590932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -590932.875000 Penalty: 4307.378906
	Iteration 27Q: 3 clusters Score -590932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -590932.875000 Penalty: 4307.378906
	Iteration 28F: 3 clusters Score -590932.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -133009.031250 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -133009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -130773.281250 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -130773.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131112.015625 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -131112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131213.515625 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -131213.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -131252.625000 Penalty: 3616.323486
	Iteration 3Q: 3 clusters Score -131252.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131276.843750 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -131276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131285.687500 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -131285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131290.421875 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -131290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131293.468750 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -131293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131294.718750 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -131294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -131295.515625 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -131295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131297.609375 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -131297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131300.375000 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -131300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131303.828125 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -131303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -131307.968750 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -131308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -131309.578125 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -131309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -131310.468750 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -131310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -131310.468750 Penalty: 3616.323486
	Iteration 16F: 3 clusters Score -131310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Entering Unmasked Estep 
Score: -3350272.250000 Penalty: 2583.949463
	Iteration 0F: 2 clusters Score -3350272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3327320.500000 Penalty: 5167.898926
	Iteration 0F: 3 clusters Score -3327320 nChanged 15268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3335664.000000 Penalty: 5167.898926
	Iteration 1F: 3 clusters Score -3335664 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3336164.500000 Penalty: 5167.898926
	Iteration 2Q: 3 clusters Score -3336164 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3336636.250000 Penalty: 5167.898926
	Iteration 3Q: 3 clusters Score -3336636 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3337088.500000 Penalty: 5167.898926
	Iteration 4Q: 3 clusters Score -3337088 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3337592.000000 Penalty: 5167.898926
	Iteration 5Q: 3 clusters Score -3337592 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3338195.250000 Penalty: 5167.898926
	Iteration 6Q: 3 clusters Score -3338195 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3338957.750000 Penalty: 5167.898926
	Iteration 7Q: 3 clusters Score -3338958 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3340007.250000 Penalty: 5167.898926
	Iteration 8F: 3 clusters Score -3340007 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3341290.250000 Penalty: 5167.898926
	Iteration 9F: 3 clusters Score -3341290 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3342722.500000 Penalty: 5167.898926
	Iteration 10F: 3 clusters Score -3342722 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3344061.500000 Penalty: 5167.898926
	Iteration 11F: 3 clusters Score -3344062 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3345200.750000 Penalty: 5167.898926
	Iteration 12Q: 3 clusters Score -3345201 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3346134.500000 Penalty: 5167.898926
	Iteration 13Q: 3 clusters Score -3346134 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3346732.000000 Penalty: 5167.898926
	Iteration 14Q: 3 clusters Score -3346732 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -3347168.000000 Penalty: 5167.898926
	Iteration 15Q: 3 clusters Score -3347168 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3347458.250000 Penalty: 5167.898926
	Iteration 16Q: 3 clusters Score -3347458 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3347672.750000 Penalty: 5167.898926
	Iteration 17Q: 3 clusters Score -3347673 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3347811.250000 Penalty: 5167.898926
	Iteration 18Q: 3 clusters Score -3347811 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -3347915.750000 Penalty: 5167.898926
	Iteration 19Q: 3 clusters Score -3347916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3347981.500000 Penalty: 5167.898926
	Iteration 20F: 3 clusters Score -3347982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -3348025.000000 Penalty: 5167.898926
	Iteration 21Q: 3 clusters Score -3348025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3348049.750000 Penalty: 5167.898926
	Iteration 22Q: 3 clusters Score -3348050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3348070.500000 Penalty: 5167.898926
	Iteration 23Q: 3 clusters Score -3348070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3348083.500000 Penalty: 5167.898926
	Iteration 24Q: 3 clusters Score -3348084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3348100.500000 Penalty: 5167.898926
	Iteration 25Q: 3 clusters Score -3348100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3348107.500000 Penalty: 5167.898926
	Iteration 26Q: 3 clusters Score -3348108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3348127.500000 Penalty: 5167.898926
	Iteration 27Q: 3 clusters Score -3348128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -3348139.250000 Penalty: 5167.898926
	Iteration 28Q: 3 clusters Score -3348139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -3348146.000000 Penalty: 5167.898926
	Iteration 29Q: 3 clusters Score -3348146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3348146.000000 Penalty: 5167.898926
	Iteration 30Q: 3 clusters Score -3348146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3348151.250000 Penalty: 5167.898926
	Iteration 31Q: 3 clusters Score -3348151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3348154.250000 Penalty: 5167.898926
	Iteration 32Q: 3 clusters Score -3348154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -3348153.000000 Penalty: 5167.898926
	Iteration 33Q: 3 clusters Score -3348153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3348152.500000 Penalty: 5167.898926
	Iteration 34Q: 3 clusters Score -3348152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3348153.750000 Penalty: 5167.898926
	Iteration 35Q: 3 clusters Score -3348154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3348155.000000 Penalty: 5167.898926
	Iteration 36Q: 3 clusters Score -3348155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3348157.750000 Penalty: 5167.898926
	Iteration 37Q: 3 clusters Score -3348158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -3348164.250000 Penalty: 5167.898926
	Iteration 38Q: 3 clusters Score -3348164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3348163.250000 Penalty: 5167.898926
	Iteration 39Q: 3 clusters Score -3348163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3348168.250000 Penalty: 5167.898926
	Iteration 40F: 3 clusters Score -3348168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -3348167.250000 Penalty: 5167.898926
	Iteration 41Q: 3 clusters Score -3348167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -3348167.250000 Penalty: 5167.898926
	Iteration 42F: 3 clusters Score -3348167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Entering Unmasked Estep 
Score: -960391.687500 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -960391.7 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 4943 members 
Entering Unmasked Estep 
Score: -952609.562500 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -952609.6 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -954955.625000 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -954955.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -955365.000000 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -955365 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -955704.437500 Penalty: 4570.457031
	Iteration 3F: 3 clusters Score -955704.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -955999.562500 Penalty: 4570.457031
	Iteration 4F: 3 clusters Score -955999.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -956291.125000 Penalty: 4570.457031
	Iteration 5Q: 3 clusters Score -956291.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -956575.062500 Penalty: 4570.457031
	Iteration 6Q: 3 clusters Score -956575.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -956847.187500 Penalty: 4570.457031
	Iteration 7Q: 3 clusters Score -956847.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -957162.500000 Penalty: 4570.457031
	Iteration 8Q: 3 clusters Score -957162.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -957502.625000 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -957502.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -957812.187500 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -957812.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -958159.187500 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -958159.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -958491.750000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -958491.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -958712.125000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -958712.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -958853.875000 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -958853.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -958935.625000 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -958935.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -958978.750000 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -958978.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -959008.562500 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -959008.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -959026.750000 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -959026.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -959040.375000 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -959040.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -959051.562500 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -959051.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -959061.750000 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -959061.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -959064.937500 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -959064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -959073.375000 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -959073.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -959075.312500 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -959075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -959076.687500 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -959076.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -959081.062500 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -959081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -959083.125000 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -959083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -959082.562500 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -959082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -959085.500000 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -959085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -959084.250000 Penalty: 4570.457031
	Iteration 30Q: 3 clusters Score -959084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -959085.625000 Penalty: 4570.457031
	Iteration 31Q: 3 clusters Score -959085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -959085.625000 Penalty: 4570.457031
	Iteration 32F: 3 clusters Score -959085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -240609.859375 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -240609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -237590.890625 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -237590.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -238176.390625 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -238176.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238437.234375 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -238437.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -238694.281250 Penalty: 3912.985840
	Iteration 3F: 3 clusters Score -238694.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -238920.203125 Penalty: 3912.985840
	Iteration 4F: 3 clusters Score -238920.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -239093.015625 Penalty: 3912.985840
	Iteration 5F: 3 clusters Score -239093 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -239229.203125 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -239229.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -239321.468750 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -239321.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -239398.031250 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -239398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -239435.906250 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -239435.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -239459.156250 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -239459.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -239479.031250 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -239479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -239493.625000 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -239493.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -239507.109375 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -239507.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -239520.078125 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -239520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239525.328125 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -239525.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -239533.843750 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -239533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -239537.203125 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -239537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -239541.281250 Penalty: 3912.985840
	Iteration 18Q: 3 clusters Score -239541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -239543.031250 Penalty: 3912.985840
	Iteration 19Q: 3 clusters Score -239543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -239544.281250 Penalty: 3912.985840
	Iteration 20F: 3 clusters Score -239544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -239543.968750 Penalty: 3912.985840
	Iteration 21Q: 3 clusters Score -239544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -239545.062500 Penalty: 3912.985840
	Iteration 22Q: 3 clusters Score -239545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -239545.062500 Penalty: 3912.985840
	Iteration 23F: 3 clusters Score -239545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -72066.359375 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -72066.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70279.109375 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -70279.11 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70526.648438 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -70526.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70574.226562 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -70574.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70590.671875 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -70590.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70596.296875 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -70596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70605.921875 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -70605.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70618.445312 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -70618.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70625.359375 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -70625.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70631.703125 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -70631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70641.257812 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -70641.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70645.375000 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -70645.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70646.132812 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -70646.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70647.937500 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -70647.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70652.796875 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -70652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70658.304688 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -70658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70660.398438 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -70660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70664.171875 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -70664.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70664.171875 Penalty: 3344.468994
	Iteration 17F: 3 clusters Score -70664.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -982565.937500 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -982565.9 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 4923 members 
Entering Unmasked Estep 
Score: -975156.500000 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -975156.5 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -977353.125000 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -977353.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -977753.875000 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -977753.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -978119.875000 Penalty: 4550.297852
	Iteration 3F: 3 clusters Score -978119.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -978500.812500 Penalty: 4550.297852
	Iteration 4F: 3 clusters Score -978500.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -978854.500000 Penalty: 4550.297852
	Iteration 5F: 3 clusters Score -978854.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -979228.125000 Penalty: 4550.297852
	Iteration 6F: 3 clusters Score -979228.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -979585.562500 Penalty: 4550.297852
	Iteration 7Q: 3 clusters Score -979585.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -979855.125000 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -979855.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -980038.125000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -980038.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -980167.375000 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -980167.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -980262.062500 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -980262.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -980326.625000 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -980326.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -980367.250000 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -980367.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -980401.812500 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -980401.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -980429.375000 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -980429.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -980456.812500 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -980456.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -980481.500000 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -980481.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -980507.375000 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -980507.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -980528.750000 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -980528.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -980545.187500 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -980545.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -980557.375000 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -980557.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -980567.312500 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -980567.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -980572.562500 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -980572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -980579.062500 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -980579.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -980582.937500 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -980582.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -980590.375000 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -980590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -980598.187500 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -980598.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -980604.250000 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -980604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -980612.000000 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -980612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -980617.062500 Penalty: 4550.297852
	Iteration 30Q: 3 clusters Score -980617.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -980623.750000 Penalty: 4550.297852
	Iteration 31Q: 3 clusters Score -980623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -980629.875000 Penalty: 4550.297852
	Iteration 32Q: 3 clusters Score -980629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -980634.875000 Penalty: 4550.297852
	Iteration 33Q: 3 clusters Score -980634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -980636.375000 Penalty: 4550.297852
	Iteration 34Q: 3 clusters Score -980636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -980640.375000 Penalty: 4550.297852
	Iteration 35Q: 3 clusters Score -980640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -980641.500000 Penalty: 4550.297852
	Iteration 36Q: 3 clusters Score -980641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -980641.937500 Penalty: 4550.297852
	Iteration 37Q: 3 clusters Score -980641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -980644.875000 Penalty: 4550.297852
	Iteration 38Q: 3 clusters Score -980644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -980645.687500 Penalty: 4550.297852
	Iteration 39Q: 3 clusters Score -980645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -980647.875000 Penalty: 4550.297852
	Iteration 40F: 3 clusters Score -980647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -980648.500000 Penalty: 4550.297852
	Iteration 41Q: 3 clusters Score -980648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -980652.937500 Penalty: 4550.297852
	Iteration 42Q: 3 clusters Score -980652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -980653.000000 Penalty: 4550.297852
	Iteration 43Q: 3 clusters Score -980653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -980653.000000 Penalty: 4550.297852
	Iteration 44F: 3 clusters Score -980653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -251473.000000 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -251473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -248389.218750 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -248389.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -249051.437500 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -249051.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -249249.515625 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -249249.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -249378.687500 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -249378.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -249472.437500 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -249472.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -249568.687500 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -249568.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -249673.671875 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -249673.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -249791.281250 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -249791.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -249940.359375 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -249940.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -250134.093750 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -250134.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -250399.531250 Penalty: 3928.000732
	Iteration 10F: 3 clusters Score -250399.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -250714.781250 Penalty: 3928.000732
	Iteration 11F: 3 clusters Score -250714.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -251054.093750 Penalty: 3928.000732
	Iteration 12F: 3 clusters Score -251054.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251303.062500 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -251303.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -251468.937500 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -251468.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -251564.265625 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -251564.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -251621.156250 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -251621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -251646.750000 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -251646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -251660.281250 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -251660.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -251668.593750 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -251668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251671.421875 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -251671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251673.046875 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -251673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -251674.125000 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -251674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -251674.125000 Penalty: 3928.000732
	Iteration 23F: 3 clusters Score -251674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54638 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 1737 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10993 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3749 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Mstep: Class 50 contains 1013 members 
Entering Unmasked Estep 
Score: -58917576.000000 Penalty: 165509.984375
Splitting cluster 38 changes total score from -58918712.000000 to -58917576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -1384563.375000 Penalty: 2369.057861
	Iteration 0F: 2 clusters Score -1384563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1374312.000000 Penalty: 4738.115723
	Iteration 0F: 3 clusters Score -1374312 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1377765.375000 Penalty: 4738.115723
	Iteration 1F: 3 clusters Score -1377765 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1378156.250000 Penalty: 4738.115723
	Iteration 2F: 3 clusters Score -1378156 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1378473.250000 Penalty: 4738.115723
	Iteration 3F: 3 clusters Score -1378473 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1378778.250000 Penalty: 4738.115723
	Iteration 4Q: 3 clusters Score -1378778 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1379104.375000 Penalty: 4738.115723
	Iteration 5Q: 3 clusters Score -1379104 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1379436.750000 Penalty: 4738.115723
	Iteration 6Q: 3 clusters Score -1379437 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1379769.500000 Penalty: 4738.115723
	Iteration 7Q: 3 clusters Score -1379770 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1380080.250000 Penalty: 4738.115723
	Iteration 8Q: 3 clusters Score -1380080 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1380397.375000 Penalty: 4738.115723
	Iteration 9Q: 3 clusters Score -1380397 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1380695.125000 Penalty: 4738.115723
	Iteration 10Q: 3 clusters Score -1380695 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1380982.625000 Penalty: 4738.115723
	Iteration 11Q: 3 clusters Score -1380983 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1381239.875000 Penalty: 4738.115723
	Iteration 12Q: 3 clusters Score -1381240 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1381467.625000 Penalty: 4738.115723
	Iteration 13Q: 3 clusters Score -1381468 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1381675.375000 Penalty: 4738.115723
	Iteration 14Q: 3 clusters Score -1381675 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1381853.000000 Penalty: 4738.115723
	Iteration 15Q: 3 clusters Score -1381853 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1381997.125000 Penalty: 4738.115723
	Iteration 16Q: 3 clusters Score -1381997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1382101.625000 Penalty: 4738.115723
	Iteration 17Q: 3 clusters Score -1382102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1382176.625000 Penalty: 4738.115723
	Iteration 18Q: 3 clusters Score -1382177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1382240.125000 Penalty: 4738.115723
	Iteration 19Q: 3 clusters Score -1382240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1382283.625000 Penalty: 4738.115723
	Iteration 20F: 3 clusters Score -1382284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1382329.500000 Penalty: 4738.115723
	Iteration 21Q: 3 clusters Score -1382330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1382357.500000 Penalty: 4738.115723
	Iteration 22Q: 3 clusters Score -1382358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1382387.750000 Penalty: 4738.115723
	Iteration 23Q: 3 clusters Score -1382388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1382415.750000 Penalty: 4738.115723
	Iteration 24Q: 3 clusters Score -1382416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1382432.375000 Penalty: 4738.115723
	Iteration 25Q: 3 clusters Score -1382432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1382450.750000 Penalty: 4738.115723
	Iteration 26Q: 3 clusters Score -1382451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1382469.500000 Penalty: 4738.115723
	Iteration 27Q: 3 clusters Score -1382470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1382483.375000 Penalty: 4738.115723
	Iteration 28Q: 3 clusters Score -1382483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1382499.250000 Penalty: 4738.115723
	Iteration 29Q: 3 clusters Score -1382499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1382506.375000 Penalty: 4738.115723
	Iteration 30Q: 3 clusters Score -1382506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1382513.750000 Penalty: 4738.115723
	Iteration 31Q: 3 clusters Score -1382514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1382513.250000 Penalty: 4738.115723
	Iteration 32Q: 3 clusters Score -1382513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1382523.375000 Penalty: 4738.115723
	Iteration 33Q: 3 clusters Score -1382523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1382524.625000 Penalty: 4738.115723
	Iteration 34Q: 3 clusters Score -1382525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1382524.750000 Penalty: 4738.115723
	Iteration 35Q: 3 clusters Score -1382525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1382524.000000 Penalty: 4738.115723
	Iteration 36Q: 3 clusters Score -1382524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1382525.500000 Penalty: 4738.115723
	Iteration 37Q: 3 clusters Score -1382526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1382531.125000 Penalty: 4738.115723
	Iteration 38Q: 3 clusters Score -1382531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1382537.375000 Penalty: 4738.115723
	Iteration 39Q: 3 clusters Score -1382537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1382543.875000 Penalty: 4738.115723
	Iteration 40F: 3 clusters Score -1382544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1382545.875000 Penalty: 4738.115723
	Iteration 41Q: 3 clusters Score -1382546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1382550.125000 Penalty: 4738.115723
	Iteration 42Q: 3 clusters Score -1382550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1382549.250000 Penalty: 4738.115723
	Iteration 43Q: 3 clusters Score -1382549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1382551.625000 Penalty: 4738.115723
	Iteration 44Q: 3 clusters Score -1382552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1382551.625000 Penalty: 4738.115723
	Iteration 45Q: 3 clusters Score -1382552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1382556.250000 Penalty: 4738.115723
	Iteration 46Q: 3 clusters Score -1382556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1382557.625000 Penalty: 4738.115723
	Iteration 47Q: 3 clusters Score -1382558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1382559.250000 Penalty: 4738.115723
	Iteration 48Q: 3 clusters Score -1382559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1382561.875000 Penalty: 4738.115723
	Iteration 49Q: 3 clusters Score -1382562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1382561.750000 Penalty: 4738.115723
	Iteration 50Q: 3 clusters Score -1382562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1382561.625000 Penalty: 4738.115723
	Iteration 51Q: 3 clusters Score -1382562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1382562.625000 Penalty: 4738.115723
	Iteration 52Q: 3 clusters Score -1382563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1382562.875000 Penalty: 4738.115723
	Iteration 53Q: 3 clusters Score -1382563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1382564.000000 Penalty: 4738.115723
	Iteration 54Q: 3 clusters Score -1382564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1382563.750000 Penalty: 4738.115723
	Iteration 55Q: 3 clusters Score -1382564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1382562.625000 Penalty: 4738.115723
	Iteration 56Q: 3 clusters Score -1382563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1382562.625000 Penalty: 4738.115723
	Iteration 57F: 3 clusters Score -1382563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Entering Unmasked Estep 
Score: -2874205.000000 Penalty: 2545.823975
	Iteration 0F: 2 clusters Score -2874205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2854424.750000 Penalty: 5091.647949
	Iteration 0F: 3 clusters Score -2854425 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2861532.750000 Penalty: 5091.647949
	Iteration 1F: 3 clusters Score -2861533 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2862204.500000 Penalty: 5091.647949
	Iteration 2F: 3 clusters Score -2862204 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2863124.500000 Penalty: 5091.647949
	Iteration 3F: 3 clusters Score -2863124 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2864295.750000 Penalty: 5091.647949
	Iteration 4F: 3 clusters Score -2864296 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2865724.500000 Penalty: 5091.647949
	Iteration 5F: 3 clusters Score -2865724 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2867111.500000 Penalty: 5091.647949
	Iteration 6F: 3 clusters Score -2867112 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2868129.000000 Penalty: 5091.647949
	Iteration 7F: 3 clusters Score -2868129 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2868850.250000 Penalty: 5091.647949
	Iteration 8Q: 3 clusters Score -2868850 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2869353.000000 Penalty: 5091.647949
	Iteration 9Q: 3 clusters Score -2869353 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2869741.250000 Penalty: 5091.647949
	Iteration 10Q: 3 clusters Score -2869741 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2870063.250000 Penalty: 5091.647949
	Iteration 11Q: 3 clusters Score -2870063 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2870323.750000 Penalty: 5091.647949
	Iteration 12Q: 3 clusters Score -2870324 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2870521.500000 Penalty: 5091.647949
	Iteration 13Q: 3 clusters Score -2870522 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2870677.250000 Penalty: 5091.647949
	Iteration 14Q: 3 clusters Score -2870677 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2870806.500000 Penalty: 5091.647949
	Iteration 15Q: 3 clusters Score -2870806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2870894.500000 Penalty: 5091.647949
	Iteration 16Q: 3 clusters Score -2870894 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2870941.000000 Penalty: 5091.647949
	Iteration 17Q: 3 clusters Score -2870941 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2870998.500000 Penalty: 5091.647949
	Iteration 18Q: 3 clusters Score -2870998 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2871022.500000 Penalty: 5091.647949
	Iteration 19Q: 3 clusters Score -2871022 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2871066.250000 Penalty: 5091.647949
	Iteration 20F: 3 clusters Score -2871066 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2871102.500000 Penalty: 5091.647949
	Iteration 21Q: 3 clusters Score -2871102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2871144.000000 Penalty: 5091.647949
	Iteration 22Q: 3 clusters Score -2871144 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2871165.000000 Penalty: 5091.647949
	Iteration 23Q: 3 clusters Score -2871165 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2871208.000000 Penalty: 5091.647949
	Iteration 24Q: 3 clusters Score -2871208 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2871245.000000 Penalty: 5091.647949
	Iteration 25Q: 3 clusters Score -2871245 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2871282.500000 Penalty: 5091.647949
	Iteration 26Q: 3 clusters Score -2871282 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2871308.250000 Penalty: 5091.647949
	Iteration 27Q: 3 clusters Score -2871308 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2871364.000000 Penalty: 5091.647949
	Iteration 28Q: 3 clusters Score -2871364 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2871430.000000 Penalty: 5091.647949
	Iteration 29Q: 3 clusters Score -2871430 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2871485.250000 Penalty: 5091.647949
	Iteration 30Q: 3 clusters Score -2871485 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2871529.500000 Penalty: 5091.647949
	Iteration 31Q: 3 clusters Score -2871530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2871595.500000 Penalty: 5091.647949
	Iteration 32Q: 3 clusters Score -2871596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2871681.500000 Penalty: 5091.647949
	Iteration 33Q: 3 clusters Score -2871682 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2871763.250000 Penalty: 5091.647949
	Iteration 34Q: 3 clusters Score -2871763 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2871844.000000 Penalty: 5091.647949
	Iteration 35Q: 3 clusters Score -2871844 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2871946.250000 Penalty: 5091.647949
	Iteration 36Q: 3 clusters Score -2871946 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2872027.000000 Penalty: 5091.647949
	Iteration 37Q: 3 clusters Score -2872027 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2872133.000000 Penalty: 5091.647949
	Iteration 38Q: 3 clusters Score -2872133 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2872214.750000 Penalty: 5091.647949
	Iteration 39Q: 3 clusters Score -2872215 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2872279.000000 Penalty: 5091.647949
	Iteration 40F: 3 clusters Score -2872279 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2872342.500000 Penalty: 5091.647949
	Iteration 41Q: 3 clusters Score -2872342 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2872401.250000 Penalty: 5091.647949
	Iteration 42Q: 3 clusters Score -2872401 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2872457.250000 Penalty: 5091.647949
	Iteration 43Q: 3 clusters Score -2872457 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2872498.250000 Penalty: 5091.647949
	Iteration 44Q: 3 clusters Score -2872498 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2872533.250000 Penalty: 5091.647949
	Iteration 45Q: 3 clusters Score -2872533 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2872567.000000 Penalty: 5091.647949
	Iteration 46Q: 3 clusters Score -2872567 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2872582.000000 Penalty: 5091.647949
	Iteration 47Q: 3 clusters Score -2872582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2872605.500000 Penalty: 5091.647949
	Iteration 48Q: 3 clusters Score -2872606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2872649.250000 Penalty: 5091.647949
	Iteration 49Q: 3 clusters Score -2872649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2872677.250000 Penalty: 5091.647949
	Iteration 50Q: 3 clusters Score -2872677 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2872713.250000 Penalty: 5091.647949
	Iteration 51Q: 3 clusters Score -2872713 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2872745.750000 Penalty: 5091.647949
	Iteration 52Q: 3 clusters Score -2872746 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2872774.000000 Penalty: 5091.647949
	Iteration 53Q: 3 clusters Score -2872774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2872802.000000 Penalty: 5091.647949
	Iteration 54Q: 3 clusters Score -2872802 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2872814.500000 Penalty: 5091.647949
	Iteration 55Q: 3 clusters Score -2872814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2872837.250000 Penalty: 5091.647949
	Iteration 56Q: 3 clusters Score -2872837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2872857.750000 Penalty: 5091.647949
	Iteration 57Q: 3 clusters Score -2872858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2872853.500000 Penalty: 5091.647949
	Iteration 58Q: 3 clusters Score -2872854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2872861.250000 Penalty: 5091.647949
	Iteration 59Q: 3 clusters Score -2872861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2872870.500000 Penalty: 5091.647949
	Iteration 60F: 3 clusters Score -2872870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2872876.500000 Penalty: 5091.647949
	Iteration 61Q: 3 clusters Score -2872876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2872891.250000 Penalty: 5091.647949
	Iteration 62Q: 3 clusters Score -2872891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2872902.250000 Penalty: 5091.647949
	Iteration 63Q: 3 clusters Score -2872902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2872912.000000 Penalty: 5091.647949
	Iteration 64Q: 3 clusters Score -2872912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2872930.500000 Penalty: 5091.647949
	Iteration 65Q: 3 clusters Score -2872930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2872929.250000 Penalty: 5091.647949
	Iteration 66Q: 3 clusters Score -2872929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2872938.500000 Penalty: 5091.647949
	Iteration 67Q: 3 clusters Score -2872938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2872943.750000 Penalty: 5091.647949
	Iteration 68Q: 3 clusters Score -2872944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2872945.000000 Penalty: 5091.647949
	Iteration 69Q: 3 clusters Score -2872945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2872946.750000 Penalty: 5091.647949
	Iteration 70Q: 3 clusters Score -2872947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2872948.000000 Penalty: 5091.647949
	Iteration 71Q: 3 clusters Score -2872948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2872949.000000 Penalty: 5091.647949
	Iteration 72Q: 3 clusters Score -2872949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2872952.000000 Penalty: 5091.647949
	Iteration 73Q: 3 clusters Score -2872952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2872950.250000 Penalty: 5091.647949
	Iteration 74Q: 3 clusters Score -2872950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2872958.000000 Penalty: 5091.647949
	Iteration 75Q: 3 clusters Score -2872958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2872957.750000 Penalty: 5091.647949
	Iteration 76Q: 3 clusters Score -2872958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2872957.000000 Penalty: 5091.647949
	Iteration 77Q: 3 clusters Score -2872957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2872958.750000 Penalty: 5091.647949
	Iteration 78Q: 3 clusters Score -2872959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2872968.750000 Penalty: 5091.647949
	Iteration 79Q: 3 clusters Score -2872969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2872975.750000 Penalty: 5091.647949
	Iteration 80F: 3 clusters Score -2872976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2872972.000000 Penalty: 5091.647949
	Iteration 81Q: 3 clusters Score -2872972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2872972.250000 Penalty: 5091.647949
	Iteration 82Q: 3 clusters Score -2872972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2872967.750000 Penalty: 5091.647949
	Iteration 83Q: 3 clusters Score -2872968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2872971.000000 Penalty: 5091.647949
	Iteration 84Q: 3 clusters Score -2872971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2872973.250000 Penalty: 5091.647949
	Iteration 85Q: 3 clusters Score -2872973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2872970.750000 Penalty: 5091.647949
	Iteration 86Q: 3 clusters Score -2872971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2872972.250000 Penalty: 5091.647949
	Iteration 87Q: 3 clusters Score -2872972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2872974.500000 Penalty: 5091.647949
	Iteration 88Q: 3 clusters Score -2872974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2872984.500000 Penalty: 5091.647949
	Iteration 89Q: 3 clusters Score -2872984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2872986.250000 Penalty: 5091.647949
	Iteration 90Q: 3 clusters Score -2872986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2872985.500000 Penalty: 5091.647949
	Iteration 91Q: 3 clusters Score -2872986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2872987.500000 Penalty: 5091.647949
	Iteration 92Q: 3 clusters Score -2872988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2872987.500000 Penalty: 5091.647949
	Iteration 93Q: 3 clusters Score -2872988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2872992.750000 Penalty: 5091.647949
	Iteration 94Q: 3 clusters Score -2872993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2872995.250000 Penalty: 5091.647949
	Iteration 95Q: 3 clusters Score -2872995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2872995.000000 Penalty: 5091.647949
	Iteration 96Q: 3 clusters Score -2872995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2872989.500000 Penalty: 5091.647949
	Iteration 97Q: 3 clusters Score -2872990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2872989.750000 Penalty: 5091.647949
	Iteration 98Q: 3 clusters Score -2872990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2872988.250000 Penalty: 5091.647949
	Iteration 99Q: 3 clusters Score -2872988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2872989.250000 Penalty: 5091.647949
	Iteration 100F: 3 clusters Score -2872989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2872985.750000 Penalty: 5091.647949
	Iteration 101Q: 3 clusters Score -2872986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2872985.750000 Penalty: 5091.647949
	Iteration 102F: 3 clusters Score -2872986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -303406.968750 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -303407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -300126.687500 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -300126.7 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -300819.375000 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -300819.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -301009.312500 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -301009.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -301138.906250 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -301138.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -301217.250000 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -301217.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -301287.125000 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -301287.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -301335.156250 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -301335.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -301383.218750 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -301383.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -301433.187500 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -301433.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -301469.812500 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -301469.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -301495.281250 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -301495.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -301516.375000 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -301516.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -301534.843750 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -301534.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -301555.312500 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -301555.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -301576.250000 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -301576.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -301593.531250 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -301593.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -301608.406250 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -301608.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -301621.437500 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -301621.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -301629.093750 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -301629.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -301639.375000 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -301639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -301649.468750 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -301649.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -301655.781250 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -301655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -301659.062500 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -301659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -301663.062500 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -301663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -301665.000000 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -301665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301667.218750 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -301667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301670.062500 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -301670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -301669.781250 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -301669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -301669.781250 Penalty: 3977.238037
	Iteration 28F: 3 clusters Score -301669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Entering Unmasked Estep 
Score: -1043530.937500 Penalty: 2307.643311
	Iteration 0F: 2 clusters Score -1043531 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 5427 members 
Entering Unmasked Estep 
Score: -1035245.500000 Penalty: 4615.286621
	Iteration 0F: 3 clusters Score -1035246 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1038029.312500 Penalty: 4615.286621
	Iteration 1F: 3 clusters Score -1038029 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1038782.500000 Penalty: 4615.286621
	Iteration 2F: 3 clusters Score -1038782 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1039501.125000 Penalty: 4615.286621
	Iteration 3F: 3 clusters Score -1039501 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1040284.937500 Penalty: 4615.286621
	Iteration 4F: 3 clusters Score -1040285 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1040973.187500 Penalty: 4615.286621
	Iteration 5F: 3 clusters Score -1040973 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1041451.750000 Penalty: 4615.286621
	Iteration 6F: 3 clusters Score -1041452 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1041760.937500 Penalty: 4615.286621
	Iteration 7Q: 3 clusters Score -1041761 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1041955.000000 Penalty: 4615.286621
	Iteration 8Q: 3 clusters Score -1041955 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1042070.437500 Penalty: 4615.286621
	Iteration 9Q: 3 clusters Score -1042070 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1042139.562500 Penalty: 4615.286621
	Iteration 10Q: 3 clusters Score -1042140 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1042180.562500 Penalty: 4615.286621
	Iteration 11Q: 3 clusters Score -1042181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1042206.812500 Penalty: 4615.286621
	Iteration 12Q: 3 clusters Score -1042207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1042220.625000 Penalty: 4615.286621
	Iteration 13Q: 3 clusters Score -1042221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1042232.562500 Penalty: 4615.286621
	Iteration 14Q: 3 clusters Score -1042233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1042243.437500 Penalty: 4615.286621
	Iteration 15Q: 3 clusters Score -1042243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1042251.312500 Penalty: 4615.286621
	Iteration 16Q: 3 clusters Score -1042251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1042258.562500 Penalty: 4615.286621
	Iteration 17Q: 3 clusters Score -1042259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1042264.187500 Penalty: 4615.286621
	Iteration 18Q: 3 clusters Score -1042264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1042267.125000 Penalty: 4615.286621
	Iteration 19Q: 3 clusters Score -1042267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1042268.625000 Penalty: 4615.286621
	Iteration 20F: 3 clusters Score -1042269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1042270.062500 Penalty: 4615.286621
	Iteration 21Q: 3 clusters Score -1042270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1042277.125000 Penalty: 4615.286621
	Iteration 22Q: 3 clusters Score -1042277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1042279.187500 Penalty: 4615.286621
	Iteration 23Q: 3 clusters Score -1042279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1042282.750000 Penalty: 4615.286621
	Iteration 24Q: 3 clusters Score -1042283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1042285.625000 Penalty: 4615.286621
	Iteration 25Q: 3 clusters Score -1042286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1042286.312500 Penalty: 4615.286621
	Iteration 26Q: 3 clusters Score -1042286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1042288.375000 Penalty: 4615.286621
	Iteration 27Q: 3 clusters Score -1042288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1042287.937500 Penalty: 4615.286621
	Iteration 28Q: 3 clusters Score -1042288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1042288.437500 Penalty: 4615.286621
	Iteration 29Q: 3 clusters Score -1042288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1042288.312500 Penalty: 4615.286621
	Iteration 30Q: 3 clusters Score -1042288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1042288.000000 Penalty: 4615.286621
	Iteration 31Q: 3 clusters Score -1042288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1042291.812500 Penalty: 4615.286621
	Iteration 32Q: 3 clusters Score -1042292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1042290.500000 Penalty: 4615.286621
	Iteration 33Q: 3 clusters Score -1042290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1042293.562500 Penalty: 4615.286621
	Iteration 34Q: 3 clusters Score -1042294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1042291.500000 Penalty: 4615.286621
	Iteration 35Q: 3 clusters Score -1042292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1042291.937500 Penalty: 4615.286621
	Iteration 36Q: 3 clusters Score -1042292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1042292.625000 Penalty: 4615.286621
	Iteration 37Q: 3 clusters Score -1042293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1042292.625000 Penalty: 4615.286621
	Iteration 38F: 3 clusters Score -1042293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Entering Unmasked Estep 
Score: -1374421.125000 Penalty: 2391.953857
	Iteration 0F: 2 clusters Score -1374421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1363233.500000 Penalty: 4783.907715
	Iteration 0F: 3 clusters Score -1363234 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1367142.875000 Penalty: 4783.907715
	Iteration 1F: 3 clusters Score -1367143 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1367864.375000 Penalty: 4783.907715
	Iteration 2F: 3 clusters Score -1367864 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1368706.000000 Penalty: 4783.907715
	Iteration 3F: 3 clusters Score -1368706 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1369623.500000 Penalty: 4783.907715
	Iteration 4F: 3 clusters Score -1369624 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1370423.250000 Penalty: 4783.907715
	Iteration 5F: 3 clusters Score -1370423 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1371080.000000 Penalty: 4783.907715
	Iteration 6F: 3 clusters Score -1371080 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1371577.500000 Penalty: 4783.907715
	Iteration 7F: 3 clusters Score -1371578 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1371935.500000 Penalty: 4783.907715
	Iteration 8Q: 3 clusters Score -1371936 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1372167.250000 Penalty: 4783.907715
	Iteration 9Q: 3 clusters Score -1372167 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1372309.125000 Penalty: 4783.907715
	Iteration 10Q: 3 clusters Score -1372309 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1372393.375000 Penalty: 4783.907715
	Iteration 11Q: 3 clusters Score -1372393 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1372457.250000 Penalty: 4783.907715
	Iteration 12Q: 3 clusters Score -1372457 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1372514.500000 Penalty: 4783.907715
	Iteration 13Q: 3 clusters Score -1372514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1372560.500000 Penalty: 4783.907715
	Iteration 14Q: 3 clusters Score -1372560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1372589.375000 Penalty: 4783.907715
	Iteration 15Q: 3 clusters Score -1372589 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1372621.875000 Penalty: 4783.907715
	Iteration 16Q: 3 clusters Score -1372622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1372652.125000 Penalty: 4783.907715
	Iteration 17Q: 3 clusters Score -1372652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1372685.875000 Penalty: 4783.907715
	Iteration 18Q: 3 clusters Score -1372686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1372715.125000 Penalty: 4783.907715
	Iteration 19Q: 3 clusters Score -1372715 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1372748.125000 Penalty: 4783.907715
	Iteration 20F: 3 clusters Score -1372748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1372777.375000 Penalty: 4783.907715
	Iteration 21Q: 3 clusters Score -1372777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1372795.125000 Penalty: 4783.907715
	Iteration 22Q: 3 clusters Score -1372795 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1372813.125000 Penalty: 4783.907715
	Iteration 23Q: 3 clusters Score -1372813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1372825.250000 Penalty: 4783.907715
	Iteration 24Q: 3 clusters Score -1372825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1372838.750000 Penalty: 4783.907715
	Iteration 25Q: 3 clusters Score -1372839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1372849.250000 Penalty: 4783.907715
	Iteration 26Q: 3 clusters Score -1372849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1372856.500000 Penalty: 4783.907715
	Iteration 27Q: 3 clusters Score -1372856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1372865.625000 Penalty: 4783.907715
	Iteration 28Q: 3 clusters Score -1372866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1372870.875000 Penalty: 4783.907715
	Iteration 29Q: 3 clusters Score -1372871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1372876.875000 Penalty: 4783.907715
	Iteration 30Q: 3 clusters Score -1372877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1372888.125000 Penalty: 4783.907715
	Iteration 31Q: 3 clusters Score -1372888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1372889.250000 Penalty: 4783.907715
	Iteration 32Q: 3 clusters Score -1372889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1372895.375000 Penalty: 4783.907715
	Iteration 33Q: 3 clusters Score -1372895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1372899.875000 Penalty: 4783.907715
	Iteration 34Q: 3 clusters Score -1372900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1372907.250000 Penalty: 4783.907715
	Iteration 35Q: 3 clusters Score -1372907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1372909.750000 Penalty: 4783.907715
	Iteration 36Q: 3 clusters Score -1372910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1372913.750000 Penalty: 4783.907715
	Iteration 37Q: 3 clusters Score -1372914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1372918.625000 Penalty: 4783.907715
	Iteration 38Q: 3 clusters Score -1372919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1372920.500000 Penalty: 4783.907715
	Iteration 39Q: 3 clusters Score -1372920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1372927.125000 Penalty: 4783.907715
	Iteration 40F: 3 clusters Score -1372927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1372933.250000 Penalty: 4783.907715
	Iteration 41Q: 3 clusters Score -1372933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1372934.750000 Penalty: 4783.907715
	Iteration 42Q: 3 clusters Score -1372935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1372940.750000 Penalty: 4783.907715
	Iteration 43Q: 3 clusters Score -1372941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1372946.000000 Penalty: 4783.907715
	Iteration 44Q: 3 clusters Score -1372946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1372943.750000 Penalty: 4783.907715
	Iteration 45Q: 3 clusters Score -1372944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1372942.250000 Penalty: 4783.907715
	Iteration 46Q: 3 clusters Score -1372942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1372942.000000 Penalty: 4783.907715
	Iteration 47Q: 3 clusters Score -1372942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1372942.500000 Penalty: 4783.907715
	Iteration 48Q: 3 clusters Score -1372942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1372942.500000 Penalty: 4783.907715
	Iteration 49Q: 3 clusters Score -1372942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1372943.375000 Penalty: 4783.907715
	Iteration 50Q: 3 clusters Score -1372943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1372947.500000 Penalty: 4783.907715
	Iteration 51Q: 3 clusters Score -1372948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1372949.125000 Penalty: 4783.907715
	Iteration 52Q: 3 clusters Score -1372949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1372950.750000 Penalty: 4783.907715
	Iteration 53Q: 3 clusters Score -1372951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1372951.625000 Penalty: 4783.907715
	Iteration 54Q: 3 clusters Score -1372952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1372951.875000 Penalty: 4783.907715
	Iteration 55Q: 3 clusters Score -1372952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1372953.750000 Penalty: 4783.907715
	Iteration 56Q: 3 clusters Score -1372954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1372959.125000 Penalty: 4783.907715
	Iteration 57Q: 3 clusters Score -1372959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1372958.875000 Penalty: 4783.907715
	Iteration 58Q: 3 clusters Score -1372959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1372958.500000 Penalty: 4783.907715
	Iteration 59Q: 3 clusters Score -1372958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1372961.625000 Penalty: 4783.907715
	Iteration 60F: 3 clusters Score -1372962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1372961.750000 Penalty: 4783.907715
	Iteration 61Q: 3 clusters Score -1372962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1372962.375000 Penalty: 4783.907715
	Iteration 62Q: 3 clusters Score -1372962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1372963.500000 Penalty: 4783.907715
	Iteration 63Q: 3 clusters Score -1372964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1372969.000000 Penalty: 4783.907715
	Iteration 64Q: 3 clusters Score -1372969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1372969.000000 Penalty: 4783.907715
	Iteration 65Q: 3 clusters Score -1372969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1372968.375000 Penalty: 4783.907715
	Iteration 66Q: 3 clusters Score -1372968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1372970.250000 Penalty: 4783.907715
	Iteration 67Q: 3 clusters Score -1372970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1372968.000000 Penalty: 4783.907715
	Iteration 68Q: 3 clusters Score -1372968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1372965.125000 Penalty: 4783.907715
	Iteration 69Q: 3 clusters Score -1372965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1372964.875000 Penalty: 4783.907715
	Iteration 70Q: 3 clusters Score -1372965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1372965.250000 Penalty: 4783.907715
	Iteration 71Q: 3 clusters Score -1372965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1372968.125000 Penalty: 4783.907715
	Iteration 72Q: 3 clusters Score -1372968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1372966.875000 Penalty: 4783.907715
	Iteration 73Q: 3 clusters Score -1372967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1372967.875000 Penalty: 4783.907715
	Iteration 74Q: 3 clusters Score -1372968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1372966.500000 Penalty: 4783.907715
	Iteration 75Q: 3 clusters Score -1372966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1372966.500000 Penalty: 4783.907715
	Iteration 76F: 3 clusters Score -1372966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -555629.062500 Penalty: 2135.449463
	Iteration 0F: 2 clusters Score -555629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -550820.500000 Penalty: 4270.898926
	Iteration 0F: 3 clusters Score -550820.5 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -552003.312500 Penalty: 4270.898926
	Iteration 1F: 3 clusters Score -552003.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -552170.125000 Penalty: 4270.898926
	Iteration 2F: 3 clusters Score -552170.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -552282.062500 Penalty: 4270.898926
	Iteration 3Q: 3 clusters Score -552282.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -552360.312500 Penalty: 4270.898926
	Iteration 4Q: 3 clusters Score -552360.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -552425.437500 Penalty: 4270.898926
	Iteration 5Q: 3 clusters Score -552425.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -552491.875000 Penalty: 4270.898926
	Iteration 6Q: 3 clusters Score -552491.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -552558.312500 Penalty: 4270.898926
	Iteration 7Q: 3 clusters Score -552558.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -552625.437500 Penalty: 4270.898926
	Iteration 8Q: 3 clusters Score -552625.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -552678.562500 Penalty: 4270.898926
	Iteration 9Q: 3 clusters Score -552678.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -552726.437500 Penalty: 4270.898926
	Iteration 10Q: 3 clusters Score -552726.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -552769.125000 Penalty: 4270.898926
	Iteration 11Q: 3 clusters Score -552769.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -552806.187500 Penalty: 4270.898926
	Iteration 12Q: 3 clusters Score -552806.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -552834.250000 Penalty: 4270.898926
	Iteration 13Q: 3 clusters Score -552834.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -552857.937500 Penalty: 4270.898926
	Iteration 14Q: 3 clusters Score -552857.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -552882.437500 Penalty: 4270.898926
	Iteration 15Q: 3 clusters Score -552882.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -552908.500000 Penalty: 4270.898926
	Iteration 16Q: 3 clusters Score -552908.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -552931.375000 Penalty: 4270.898926
	Iteration 17Q: 3 clusters Score -552931.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -552955.062500 Penalty: 4270.898926
	Iteration 18Q: 3 clusters Score -552955.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -552989.500000 Penalty: 4270.898926
	Iteration 19Q: 3 clusters Score -552989.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -553024.812500 Penalty: 4270.898926
	Iteration 20F: 3 clusters Score -553024.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -553056.625000 Penalty: 4270.898926
	Iteration 21Q: 3 clusters Score -553056.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -553086.687500 Penalty: 4270.898926
	Iteration 22Q: 3 clusters Score -553086.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -553123.625000 Penalty: 4270.898926
	Iteration 23Q: 3 clusters Score -553123.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -553154.625000 Penalty: 4270.898926
	Iteration 24Q: 3 clusters Score -553154.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -553181.687500 Penalty: 4270.898926
	Iteration 25Q: 3 clusters Score -553181.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -553204.000000 Penalty: 4270.898926
	Iteration 26Q: 3 clusters Score -553204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -553229.000000 Penalty: 4270.898926
	Iteration 27Q: 3 clusters Score -553229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -553248.875000 Penalty: 4270.898926
	Iteration 28Q: 3 clusters Score -553248.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -553271.625000 Penalty: 4270.898926
	Iteration 29Q: 3 clusters Score -553271.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -553288.000000 Penalty: 4270.898926
	Iteration 30Q: 3 clusters Score -553288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -553304.875000 Penalty: 4270.898926
	Iteration 31Q: 3 clusters Score -553304.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -553323.250000 Penalty: 4270.898926
	Iteration 32Q: 3 clusters Score -553323.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -553337.625000 Penalty: 4270.898926
	Iteration 33Q: 3 clusters Score -553337.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -553355.250000 Penalty: 4270.898926
	Iteration 34Q: 3 clusters Score -553355.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -553377.562500 Penalty: 4270.898926
	Iteration 35Q: 3 clusters Score -553377.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -553404.312500 Penalty: 4270.898926
	Iteration 36Q: 3 clusters Score -553404.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -553430.625000 Penalty: 4270.898926
	Iteration 37Q: 3 clusters Score -553430.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -553452.250000 Penalty: 4270.898926
	Iteration 38Q: 3 clusters Score -553452.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -553474.375000 Penalty: 4270.898926
	Iteration 39Q: 3 clusters Score -553474.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -553488.062500 Penalty: 4270.898926
	Iteration 40F: 3 clusters Score -553488.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -553504.375000 Penalty: 4270.898926
	Iteration 41Q: 3 clusters Score -553504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -553516.750000 Penalty: 4270.898926
	Iteration 42Q: 3 clusters Score -553516.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -553529.562500 Penalty: 4270.898926
	Iteration 43Q: 3 clusters Score -553529.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -553539.062500 Penalty: 4270.898926
	Iteration 44Q: 3 clusters Score -553539.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -553548.375000 Penalty: 4270.898926
	Iteration 45Q: 3 clusters Score -553548.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -553559.250000 Penalty: 4270.898926
	Iteration 46Q: 3 clusters Score -553559.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -553567.937500 Penalty: 4270.898926
	Iteration 47Q: 3 clusters Score -553567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -553572.750000 Penalty: 4270.898926
	Iteration 48Q: 3 clusters Score -553572.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -553584.625000 Penalty: 4270.898926
	Iteration 49Q: 3 clusters Score -553584.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -553600.250000 Penalty: 4270.898926
	Iteration 50Q: 3 clusters Score -553600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -553613.187500 Penalty: 4270.898926
	Iteration 51Q: 3 clusters Score -553613.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -553625.250000 Penalty: 4270.898926
	Iteration 52Q: 3 clusters Score -553625.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -553631.750000 Penalty: 4270.898926
	Iteration 53Q: 3 clusters Score -553631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -553633.500000 Penalty: 4270.898926
	Iteration 54Q: 3 clusters Score -553633.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -553639.437500 Penalty: 4270.898926
	Iteration 55Q: 3 clusters Score -553639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -553642.812500 Penalty: 4270.898926
	Iteration 56Q: 3 clusters Score -553642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -553646.625000 Penalty: 4270.898926
	Iteration 57Q: 3 clusters Score -553646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -553652.375000 Penalty: 4270.898926
	Iteration 58Q: 3 clusters Score -553652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -553657.375000 Penalty: 4270.898926
	Iteration 59Q: 3 clusters Score -553657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -553660.250000 Penalty: 4270.898926
	Iteration 60F: 3 clusters Score -553660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -553664.375000 Penalty: 4270.898926
	Iteration 61Q: 3 clusters Score -553664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -553667.125000 Penalty: 4270.898926
	Iteration 62Q: 3 clusters Score -553667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -553668.437500 Penalty: 4270.898926
	Iteration 63Q: 3 clusters Score -553668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -553671.250000 Penalty: 4270.898926
	Iteration 64Q: 3 clusters Score -553671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -553676.437500 Penalty: 4270.898926
	Iteration 65Q: 3 clusters Score -553676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -553678.687500 Penalty: 4270.898926
	Iteration 66Q: 3 clusters Score -553678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -553679.625000 Penalty: 4270.898926
	Iteration 67Q: 3 clusters Score -553679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -553681.000000 Penalty: 4270.898926
	Iteration 68Q: 3 clusters Score -553681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -553683.625000 Penalty: 4270.898926
	Iteration 69Q: 3 clusters Score -553683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -553688.187500 Penalty: 4270.898926
	Iteration 70Q: 3 clusters Score -553688.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -553696.562500 Penalty: 4270.898926
	Iteration 71Q: 3 clusters Score -553696.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -553703.687500 Penalty: 4270.898926
	Iteration 72Q: 3 clusters Score -553703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -553707.875000 Penalty: 4270.898926
	Iteration 73Q: 3 clusters Score -553707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -553712.437500 Penalty: 4270.898926
	Iteration 74Q: 3 clusters Score -553712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -553716.187500 Penalty: 4270.898926
	Iteration 75Q: 3 clusters Score -553716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -553717.312500 Penalty: 4270.898926
	Iteration 76Q: 3 clusters Score -553717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -553720.000000 Penalty: 4270.898926
	Iteration 77Q: 3 clusters Score -553720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -553721.750000 Penalty: 4270.898926
	Iteration 78Q: 3 clusters Score -553721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -553721.750000 Penalty: 4270.898926
	Iteration 79F: 3 clusters Score -553721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -529116.812500 Penalty: 2150.818848
	Iteration 0F: 2 clusters Score -529116.8 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 2910 members 
Entering Unmasked Estep 
Score: -524021.281250 Penalty: 4301.637695
	Iteration 0F: 3 clusters Score -524021.3 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -525469.812500 Penalty: 4301.637695
	Iteration 1F: 3 clusters Score -525469.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -525857.000000 Penalty: 4301.637695
	Iteration 2F: 3 clusters Score -525857 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -526113.437500 Penalty: 4301.637695
	Iteration 3F: 3 clusters Score -526113.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -526305.187500 Penalty: 4301.637695
	Iteration 4F: 3 clusters Score -526305.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -526469.375000 Penalty: 4301.637695
	Iteration 5Q: 3 clusters Score -526469.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -526592.000000 Penalty: 4301.637695
	Iteration 6Q: 3 clusters Score -526592 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -526714.750000 Penalty: 4301.637695
	Iteration 7Q: 3 clusters Score -526714.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -526837.500000 Penalty: 4301.637695
	Iteration 8Q: 3 clusters Score -526837.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -526958.500000 Penalty: 4301.637695
	Iteration 9Q: 3 clusters Score -526958.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -527077.062500 Penalty: 4301.637695
	Iteration 10Q: 3 clusters Score -527077.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -527161.875000 Penalty: 4301.637695
	Iteration 11Q: 3 clusters Score -527161.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -527239.187500 Penalty: 4301.637695
	Iteration 12Q: 3 clusters Score -527239.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -527306.937500 Penalty: 4301.637695
	Iteration 13Q: 3 clusters Score -527306.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -527377.937500 Penalty: 4301.637695
	Iteration 14Q: 3 clusters Score -527377.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -527455.687500 Penalty: 4301.637695
	Iteration 15Q: 3 clusters Score -527455.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -527513.250000 Penalty: 4301.637695
	Iteration 16Q: 3 clusters Score -527513.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -527568.937500 Penalty: 4301.637695
	Iteration 17Q: 3 clusters Score -527568.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -527613.375000 Penalty: 4301.637695
	Iteration 18Q: 3 clusters Score -527613.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -527652.250000 Penalty: 4301.637695
	Iteration 19Q: 3 clusters Score -527652.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -527678.687500 Penalty: 4301.637695
	Iteration 20F: 3 clusters Score -527678.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -527698.937500 Penalty: 4301.637695
	Iteration 21Q: 3 clusters Score -527698.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -527711.625000 Penalty: 4301.637695
	Iteration 22Q: 3 clusters Score -527711.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -527726.312500 Penalty: 4301.637695
	Iteration 23Q: 3 clusters Score -527726.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -527739.437500 Penalty: 4301.637695
	Iteration 24Q: 3 clusters Score -527739.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -527756.625000 Penalty: 4301.637695
	Iteration 25Q: 3 clusters Score -527756.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -527767.375000 Penalty: 4301.637695
	Iteration 26Q: 3 clusters Score -527767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -527771.937500 Penalty: 4301.637695
	Iteration 27Q: 3 clusters Score -527771.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -527779.187500 Penalty: 4301.637695
	Iteration 28Q: 3 clusters Score -527779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -527782.000000 Penalty: 4301.637695
	Iteration 29Q: 3 clusters Score -527782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -527786.500000 Penalty: 4301.637695
	Iteration 30Q: 3 clusters Score -527786.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -527790.125000 Penalty: 4301.637695
	Iteration 31Q: 3 clusters Score -527790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -527791.625000 Penalty: 4301.637695
	Iteration 32Q: 3 clusters Score -527791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -527791.875000 Penalty: 4301.637695
	Iteration 33Q: 3 clusters Score -527791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -527793.312500 Penalty: 4301.637695
	Iteration 34Q: 3 clusters Score -527793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -527793.625000 Penalty: 4301.637695
	Iteration 35Q: 3 clusters Score -527793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -527793.625000 Penalty: 4301.637695
	Iteration 36F: 3 clusters Score -527793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -344093.437500 Penalty: 2040.852539
	Iteration 0F: 2 clusters Score -344093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -340435.968750 Penalty: 4081.705078
	Iteration 0F: 3 clusters Score -340436 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -341407.843750 Penalty: 4081.705078
	Iteration 1F: 3 clusters Score -341407.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -341716.125000 Penalty: 4081.705078
	Iteration 2F: 3 clusters Score -341716.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -341932.875000 Penalty: 4081.705078
	Iteration 3F: 3 clusters Score -341932.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -342106.187500 Penalty: 4081.705078
	Iteration 4Q: 3 clusters Score -342106.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -342257.812500 Penalty: 4081.705078
	Iteration 5Q: 3 clusters Score -342257.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -342407.218750 Penalty: 4081.705078
	Iteration 6Q: 3 clusters Score -342407.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342525.281250 Penalty: 4081.705078
	Iteration 7Q: 3 clusters Score -342525.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -342622.875000 Penalty: 4081.705078
	Iteration 8Q: 3 clusters Score -342622.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342691.312500 Penalty: 4081.705078
	Iteration 9Q: 3 clusters Score -342691.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342734.937500 Penalty: 4081.705078
	Iteration 10Q: 3 clusters Score -342734.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -342765.687500 Penalty: 4081.705078
	Iteration 11Q: 3 clusters Score -342765.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -342788.031250 Penalty: 4081.705078
	Iteration 12Q: 3 clusters Score -342788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -342802.906250 Penalty: 4081.705078
	Iteration 13Q: 3 clusters Score -342802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -342812.656250 Penalty: 4081.705078
	Iteration 14Q: 3 clusters Score -342812.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -342823.906250 Penalty: 4081.705078
	Iteration 15Q: 3 clusters Score -342823.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -342832.468750 Penalty: 4081.705078
	Iteration 16Q: 3 clusters Score -342832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342841.375000 Penalty: 4081.705078
	Iteration 17Q: 3 clusters Score -342841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -342847.250000 Penalty: 4081.705078
	Iteration 18Q: 3 clusters Score -342847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -342854.312500 Penalty: 4081.705078
	Iteration 19Q: 3 clusters Score -342854.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -342861.625000 Penalty: 4081.705078
	Iteration 20F: 3 clusters Score -342861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -342866.375000 Penalty: 4081.705078
	Iteration 21Q: 3 clusters Score -342866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -342869.500000 Penalty: 4081.705078
	Iteration 22Q: 3 clusters Score -342869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -342871.656250 Penalty: 4081.705078
	Iteration 23Q: 3 clusters Score -342871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342872.218750 Penalty: 4081.705078
	Iteration 24Q: 3 clusters Score -342872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -342872.875000 Penalty: 4081.705078
	Iteration 25Q: 3 clusters Score -342872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -342872.968750 Penalty: 4081.705078
	Iteration 26Q: 3 clusters Score -342873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -342873.906250 Penalty: 4081.705078
	Iteration 27Q: 3 clusters Score -342873.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -342873.906250 Penalty: 4081.705078
	Iteration 28F: 3 clusters Score -342873.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -155943.484375 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -155943.5 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 919 members 
Entering Unmasked Estep 
Score: -153456.031250 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -153456 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -153889.578125 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -153889.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154037.750000 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -154037.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -154136.906250 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -154136.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154217.734375 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -154217.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154283.484375 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -154283.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -154343.312500 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -154343.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154404.078125 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -154404.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154452.531250 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -154452.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -154487.250000 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -154487.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -154521.750000 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -154521.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -154550.984375 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -154551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -154575.109375 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -154575.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -154595.421875 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -154595.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154613.375000 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -154613.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154632.453125 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -154632.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154645.250000 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -154645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154651.734375 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -154651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -154659.390625 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -154659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154661.343750 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -154661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -154661.687500 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -154661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154661.906250 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -154661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154661.906250 Penalty: 3723.814209
	Iteration 22F: 3 clusters Score -154661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -633346.750000 Penalty: 2168.316650
	Iteration 0F: 2 clusters Score -633346.8 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 3097 members 
Entering Unmasked Estep 
Score: -628043.750000 Penalty: 4336.633301
	Iteration 0F: 3 clusters Score -628043.8 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -629310.937500 Penalty: 4336.633301
	Iteration 1F: 3 clusters Score -629310.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -629550.937500 Penalty: 4336.633301
	Iteration 2F: 3 clusters Score -629550.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -629726.562500 Penalty: 4336.633301
	Iteration 3F: 3 clusters Score -629726.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -629886.937500 Penalty: 4336.633301
	Iteration 4Q: 3 clusters Score -629886.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -630038.687500 Penalty: 4336.633301
	Iteration 5Q: 3 clusters Score -630038.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -630164.375000 Penalty: 4336.633301
	Iteration 6Q: 3 clusters Score -630164.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -630265.312500 Penalty: 4336.633301
	Iteration 7Q: 3 clusters Score -630265.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -630353.625000 Penalty: 4336.633301
	Iteration 8Q: 3 clusters Score -630353.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -630439.937500 Penalty: 4336.633301
	Iteration 9Q: 3 clusters Score -630439.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -630538.250000 Penalty: 4336.633301
	Iteration 10Q: 3 clusters Score -630538.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -630642.500000 Penalty: 4336.633301
	Iteration 11Q: 3 clusters Score -630642.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -630729.000000 Penalty: 4336.633301
	Iteration 12Q: 3 clusters Score -630729 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -630824.250000 Penalty: 4336.633301
	Iteration 13Q: 3 clusters Score -630824.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -630907.250000 Penalty: 4336.633301
	Iteration 14Q: 3 clusters Score -630907.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -630984.312500 Penalty: 4336.633301
	Iteration 15Q: 3 clusters Score -630984.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -631060.375000 Penalty: 4336.633301
	Iteration 16Q: 3 clusters Score -631060.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -631127.312500 Penalty: 4336.633301
	Iteration 17Q: 3 clusters Score -631127.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -631173.625000 Penalty: 4336.633301
	Iteration 18Q: 3 clusters Score -631173.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -631216.875000 Penalty: 4336.633301
	Iteration 19Q: 3 clusters Score -631216.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -631252.062500 Penalty: 4336.633301
	Iteration 20F: 3 clusters Score -631252.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -631276.750000 Penalty: 4336.633301
	Iteration 21Q: 3 clusters Score -631276.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -631297.437500 Penalty: 4336.633301
	Iteration 22Q: 3 clusters Score -631297.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -631315.250000 Penalty: 4336.633301
	Iteration 23Q: 3 clusters Score -631315.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -631335.625000 Penalty: 4336.633301
	Iteration 24Q: 3 clusters Score -631335.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -631350.812500 Penalty: 4336.633301
	Iteration 25Q: 3 clusters Score -631350.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -631359.000000 Penalty: 4336.633301
	Iteration 26Q: 3 clusters Score -631359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -631367.437500 Penalty: 4336.633301
	Iteration 27Q: 3 clusters Score -631367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -631369.250000 Penalty: 4336.633301
	Iteration 28Q: 3 clusters Score -631369.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -631375.937500 Penalty: 4336.633301
	Iteration 29Q: 3 clusters Score -631375.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -631381.375000 Penalty: 4336.633301
	Iteration 30Q: 3 clusters Score -631381.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -631389.875000 Penalty: 4336.633301
	Iteration 31Q: 3 clusters Score -631389.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -631396.375000 Penalty: 4336.633301
	Iteration 32Q: 3 clusters Score -631396.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -631406.375000 Penalty: 4336.633301
	Iteration 33Q: 3 clusters Score -631406.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -631409.812500 Penalty: 4336.633301
	Iteration 34Q: 3 clusters Score -631409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -631414.500000 Penalty: 4336.633301
	Iteration 35Q: 3 clusters Score -631414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -631418.687500 Penalty: 4336.633301
	Iteration 36Q: 3 clusters Score -631418.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -631423.812500 Penalty: 4336.633301
	Iteration 37Q: 3 clusters Score -631423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -631428.750000 Penalty: 4336.633301
	Iteration 38Q: 3 clusters Score -631428.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -631431.125000 Penalty: 4336.633301
	Iteration 39Q: 3 clusters Score -631431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -631433.625000 Penalty: 4336.633301
	Iteration 40F: 3 clusters Score -631433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -631434.250000 Penalty: 4336.633301
	Iteration 41Q: 3 clusters Score -631434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -631437.750000 Penalty: 4336.633301
	Iteration 42Q: 3 clusters Score -631437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -631435.812500 Penalty: 4336.633301
	Iteration 43Q: 3 clusters Score -631435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -631437.937500 Penalty: 4336.633301
	Iteration 44Q: 3 clusters Score -631437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -631437.125000 Penalty: 4336.633301
	Iteration 45Q: 3 clusters Score -631437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -631437.125000 Penalty: 4336.633301
	Iteration 46F: 3 clusters Score -631437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -337537.187500 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -337537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -334046.843750 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -334046.8 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -334794.437500 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -334794.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -335009.656250 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -335009.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -335143.531250 Penalty: 4022.920654
	Iteration 3F: 3 clusters Score -335143.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -335229.343750 Penalty: 4022.920654
	Iteration 4Q: 3 clusters Score -335229.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -335291.750000 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -335291.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -335349.406250 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -335349.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -335395.500000 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -335395.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -335437.125000 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -335437.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -335482.656250 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -335482.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -335527.125000 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -335527.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -335561.875000 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -335561.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -335596.812500 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -335596.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -335627.812500 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -335627.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -335654.031250 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -335654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -335674.593750 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -335674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -335690.406250 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -335690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -335704.718750 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -335704.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -335718.812500 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -335718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -335731.218750 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -335731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -335739.375000 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -335739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -335744.250000 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -335744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -335748.875000 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -335748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -335753.312500 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -335753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -335755.562500 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -335755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -335756.687500 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -335756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -335757.718750 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -335757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -335757.718750 Penalty: 4022.920654
	Iteration 27F: 3 clusters Score -335757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54638 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10993 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3749 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918728.000000 Penalty: 162199.796875
Iteration 239Q: 50 clusters Score -5.891873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54636 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9645 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10994 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3749 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918720.000000 Penalty: 162199.796875
Iteration 240F: 50 clusters Score -5.891872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54634 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 42782 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5740 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10993 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3750 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918740.000000 Penalty: 162199.796875
Iteration 241Q: 50 clusters Score -5.891874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54634 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10993 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3750 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918768.000000 Penalty: 162199.796875
Iteration 242Q: 50 clusters Score -5.891877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54634 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28721 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10992 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3750 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918768.000000 Penalty: 162199.796875
Iteration 243Q: 50 clusters Score -5.891877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54634 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28721 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10991 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3750 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918772.000000 Penalty: 162199.796875
Iteration 244Q: 50 clusters Score -5.891877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54633 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28721 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10991 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3750 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918772.000000 Penalty: 162199.796875
Iteration 245Q: 50 clusters Score -5.891877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54633 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28721 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 3751 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918780.000000 Penalty: 162199.796875
Iteration 246Q: 50 clusters Score -5.891878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13655 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54633 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10988 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918780.000000 Penalty: 162199.796875
Iteration 247Q: 50 clusters Score -5.891878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13654 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54633 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33496 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6268 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918776.000000 Penalty: 162199.796875
Iteration 248Q: 50 clusters Score -5.891878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54633 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33497 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6269 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918788.000000 Penalty: 162199.796875
Iteration 249Q: 50 clusters Score -5.891879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54632 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33498 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6270 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918760.000000 Penalty: 162199.796875
Iteration 250Q: 50 clusters Score -5.891876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54631 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5740 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6270 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918768.000000 Penalty: 162199.796875
Iteration 251Q: 50 clusters Score -5.891877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54631 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5740 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6270 members 
Mstep: Class 49 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58918768.000000 Penalty: 162199.796875
Iteration 252F: 50 clusters Score -5.891877e+07 nChanged 0
Entering ConstructFrom: 
Score: -58918768.000000 Penalty: 162199.796875
Entering ConstructFrom: 
Trying to split cluster 1 (23701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Entering Unmasked Estep 
Score: -2347974.750000 Penalty: 2498.171631
	Iteration 0F: 2 clusters Score -2347975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2331586.500000 Penalty: 4996.343262
	Iteration 0F: 3 clusters Score -2331586 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2337214.250000 Penalty: 4996.343262
	Iteration 1F: 3 clusters Score -2337214 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2337594.250000 Penalty: 4996.343262
	Iteration 2Q: 3 clusters Score -2337594 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2337949.250000 Penalty: 4996.343262
	Iteration 3Q: 3 clusters Score -2337949 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2338264.750000 Penalty: 4996.343262
	Iteration 4Q: 3 clusters Score -2338265 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2338596.250000 Penalty: 4996.343262
	Iteration 5Q: 3 clusters Score -2338596 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2338951.500000 Penalty: 4996.343262
	Iteration 6Q: 3 clusters Score -2338952 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2339384.250000 Penalty: 4996.343262
	Iteration 7Q: 3 clusters Score -2339384 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2339869.500000 Penalty: 4996.343262
	Iteration 8Q: 3 clusters Score -2339870 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2340479.500000 Penalty: 4996.343262
	Iteration 9Q: 3 clusters Score -2340480 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2341156.250000 Penalty: 4996.343262
	Iteration 10Q: 3 clusters Score -2341156 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2341839.250000 Penalty: 4996.343262
	Iteration 11Q: 3 clusters Score -2341839 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2342564.000000 Penalty: 4996.343262
	Iteration 12Q: 3 clusters Score -2342564 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2343273.750000 Penalty: 4996.343262
	Iteration 13Q: 3 clusters Score -2343274 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2343932.250000 Penalty: 4996.343262
	Iteration 14Q: 3 clusters Score -2343932 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2344467.250000 Penalty: 4996.343262
	Iteration 15Q: 3 clusters Score -2344467 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2344898.750000 Penalty: 4996.343262
	Iteration 16Q: 3 clusters Score -2344899 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2345189.750000 Penalty: 4996.343262
	Iteration 17Q: 3 clusters Score -2345190 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2345412.250000 Penalty: 4996.343262
	Iteration 18Q: 3 clusters Score -2345412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2345552.250000 Penalty: 4996.343262
	Iteration 19Q: 3 clusters Score -2345552 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2345667.250000 Penalty: 4996.343262
	Iteration 20F: 3 clusters Score -2345667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2345718.750000 Penalty: 4996.343262
	Iteration 21Q: 3 clusters Score -2345719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2345747.000000 Penalty: 4996.343262
	Iteration 22Q: 3 clusters Score -2345747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2345774.500000 Penalty: 4996.343262
	Iteration 23Q: 3 clusters Score -2345774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2345790.250000 Penalty: 4996.343262
	Iteration 24Q: 3 clusters Score -2345790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2345801.000000 Penalty: 4996.343262
	Iteration 25Q: 3 clusters Score -2345801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2345814.250000 Penalty: 4996.343262
	Iteration 26Q: 3 clusters Score -2345814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2345814.500000 Penalty: 4996.343262
	Iteration 27Q: 3 clusters Score -2345814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2345821.500000 Penalty: 4996.343262
	Iteration 28Q: 3 clusters Score -2345822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2345823.250000 Penalty: 4996.343262
	Iteration 29Q: 3 clusters Score -2345823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2345826.750000 Penalty: 4996.343262
	Iteration 30Q: 3 clusters Score -2345827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2345826.750000 Penalty: 4996.343262
	Iteration 31F: 3 clusters Score -2345827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Entering Unmasked Estep 
Score: -1067378.500000 Penalty: 2323.905518
	Iteration 0F: 2 clusters Score -1067378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1058692.625000 Penalty: 4647.811035
	Iteration 0F: 3 clusters Score -1058693 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1061346.125000 Penalty: 4647.811035
	Iteration 1F: 3 clusters Score -1061346 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1061780.500000 Penalty: 4647.811035
	Iteration 2F: 3 clusters Score -1061780 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1062103.000000 Penalty: 4647.811035
	Iteration 3F: 3 clusters Score -1062103 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1062333.875000 Penalty: 4647.811035
	Iteration 4Q: 3 clusters Score -1062334 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1062518.875000 Penalty: 4647.811035
	Iteration 5Q: 3 clusters Score -1062519 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1062719.750000 Penalty: 4647.811035
	Iteration 6Q: 3 clusters Score -1062720 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1062918.875000 Penalty: 4647.811035
	Iteration 7Q: 3 clusters Score -1062919 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1063140.375000 Penalty: 4647.811035
	Iteration 8Q: 3 clusters Score -1063140 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1063380.375000 Penalty: 4647.811035
	Iteration 9Q: 3 clusters Score -1063380 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1063607.250000 Penalty: 4647.811035
	Iteration 10Q: 3 clusters Score -1063607 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1063790.250000 Penalty: 4647.811035
	Iteration 11Q: 3 clusters Score -1063790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1063944.875000 Penalty: 4647.811035
	Iteration 12Q: 3 clusters Score -1063945 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1064098.125000 Penalty: 4647.811035
	Iteration 13Q: 3 clusters Score -1064098 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1064216.750000 Penalty: 4647.811035
	Iteration 14Q: 3 clusters Score -1064217 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1064357.875000 Penalty: 4647.811035
	Iteration 15Q: 3 clusters Score -1064358 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1064533.375000 Penalty: 4647.811035
	Iteration 16Q: 3 clusters Score -1064533 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1064687.000000 Penalty: 4647.811035
	Iteration 17Q: 3 clusters Score -1064687 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1064817.250000 Penalty: 4647.811035
	Iteration 18Q: 3 clusters Score -1064817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1064942.875000 Penalty: 4647.811035
	Iteration 19Q: 3 clusters Score -1064943 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1065062.125000 Penalty: 4647.811035
	Iteration 20F: 3 clusters Score -1065062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1065158.000000 Penalty: 4647.811035
	Iteration 21Q: 3 clusters Score -1065158 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1065249.625000 Penalty: 4647.811035
	Iteration 22Q: 3 clusters Score -1065250 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1065313.625000 Penalty: 4647.811035
	Iteration 23Q: 3 clusters Score -1065314 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1065379.500000 Penalty: 4647.811035
	Iteration 24Q: 3 clusters Score -1065380 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1065439.375000 Penalty: 4647.811035
	Iteration 25Q: 3 clusters Score -1065439 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1065499.625000 Penalty: 4647.811035
	Iteration 26Q: 3 clusters Score -1065500 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1065565.125000 Penalty: 4647.811035
	Iteration 27Q: 3 clusters Score -1065565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1065637.625000 Penalty: 4647.811035
	Iteration 28Q: 3 clusters Score -1065638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1065694.375000 Penalty: 4647.811035
	Iteration 29Q: 3 clusters Score -1065694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1065726.875000 Penalty: 4647.811035
	Iteration 30Q: 3 clusters Score -1065727 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1065753.000000 Penalty: 4647.811035
	Iteration 31Q: 3 clusters Score -1065753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1065776.000000 Penalty: 4647.811035
	Iteration 32Q: 3 clusters Score -1065776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1065796.250000 Penalty: 4647.811035
	Iteration 33Q: 3 clusters Score -1065796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1065805.125000 Penalty: 4647.811035
	Iteration 34Q: 3 clusters Score -1065805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1065823.250000 Penalty: 4647.811035
	Iteration 35Q: 3 clusters Score -1065823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1065839.500000 Penalty: 4647.811035
	Iteration 36Q: 3 clusters Score -1065840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1065854.250000 Penalty: 4647.811035
	Iteration 37Q: 3 clusters Score -1065854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1065872.000000 Penalty: 4647.811035
	Iteration 38Q: 3 clusters Score -1065872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1065887.125000 Penalty: 4647.811035
	Iteration 39Q: 3 clusters Score -1065887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1065900.500000 Penalty: 4647.811035
	Iteration 40F: 3 clusters Score -1065900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1065912.375000 Penalty: 4647.811035
	Iteration 41Q: 3 clusters Score -1065912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1065929.750000 Penalty: 4647.811035
	Iteration 42Q: 3 clusters Score -1065930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1065947.750000 Penalty: 4647.811035
	Iteration 43Q: 3 clusters Score -1065948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1065963.375000 Penalty: 4647.811035
	Iteration 44Q: 3 clusters Score -1065963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1065978.625000 Penalty: 4647.811035
	Iteration 45Q: 3 clusters Score -1065979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1065988.250000 Penalty: 4647.811035
	Iteration 46Q: 3 clusters Score -1065988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1065997.500000 Penalty: 4647.811035
	Iteration 47Q: 3 clusters Score -1065998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1066007.250000 Penalty: 4647.811035
	Iteration 48Q: 3 clusters Score -1066007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1066016.500000 Penalty: 4647.811035
	Iteration 49Q: 3 clusters Score -1066016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1066025.000000 Penalty: 4647.811035
	Iteration 50Q: 3 clusters Score -1066025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1066037.875000 Penalty: 4647.811035
	Iteration 51Q: 3 clusters Score -1066038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1066047.625000 Penalty: 4647.811035
	Iteration 52Q: 3 clusters Score -1066048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1066053.500000 Penalty: 4647.811035
	Iteration 53Q: 3 clusters Score -1066054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1066060.500000 Penalty: 4647.811035
	Iteration 54Q: 3 clusters Score -1066060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1066069.875000 Penalty: 4647.811035
	Iteration 55Q: 3 clusters Score -1066070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1066077.500000 Penalty: 4647.811035
	Iteration 56Q: 3 clusters Score -1066078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1066085.250000 Penalty: 4647.811035
	Iteration 57Q: 3 clusters Score -1066085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1066095.375000 Penalty: 4647.811035
	Iteration 58Q: 3 clusters Score -1066095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1066108.125000 Penalty: 4647.811035
	Iteration 59Q: 3 clusters Score -1066108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1066116.125000 Penalty: 4647.811035
	Iteration 60F: 3 clusters Score -1066116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1066127.875000 Penalty: 4647.811035
	Iteration 61Q: 3 clusters Score -1066128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1066139.625000 Penalty: 4647.811035
	Iteration 62Q: 3 clusters Score -1066140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1066147.500000 Penalty: 4647.811035
	Iteration 63Q: 3 clusters Score -1066148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1066152.375000 Penalty: 4647.811035
	Iteration 64Q: 3 clusters Score -1066152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1066156.875000 Penalty: 4647.811035
	Iteration 65Q: 3 clusters Score -1066157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1066160.375000 Penalty: 4647.811035
	Iteration 66Q: 3 clusters Score -1066160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1066167.750000 Penalty: 4647.811035
	Iteration 67Q: 3 clusters Score -1066168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1066181.625000 Penalty: 4647.811035
	Iteration 68Q: 3 clusters Score -1066182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1066206.375000 Penalty: 4647.811035
	Iteration 69Q: 3 clusters Score -1066206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1066231.750000 Penalty: 4647.811035
	Iteration 70Q: 3 clusters Score -1066232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1066254.375000 Penalty: 4647.811035
	Iteration 71Q: 3 clusters Score -1066254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1066276.250000 Penalty: 4647.811035
	Iteration 72Q: 3 clusters Score -1066276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1066291.375000 Penalty: 4647.811035
	Iteration 73Q: 3 clusters Score -1066291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1066299.500000 Penalty: 4647.811035
	Iteration 74Q: 3 clusters Score -1066300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1066307.750000 Penalty: 4647.811035
	Iteration 75Q: 3 clusters Score -1066308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1066309.125000 Penalty: 4647.811035
	Iteration 76Q: 3 clusters Score -1066309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1066317.000000 Penalty: 4647.811035
	Iteration 77Q: 3 clusters Score -1066317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1066319.875000 Penalty: 4647.811035
	Iteration 78Q: 3 clusters Score -1066320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1066324.750000 Penalty: 4647.811035
	Iteration 79Q: 3 clusters Score -1066325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1066336.500000 Penalty: 4647.811035
	Iteration 80F: 3 clusters Score -1066336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1066348.250000 Penalty: 4647.811035
	Iteration 81Q: 3 clusters Score -1066348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1066359.375000 Penalty: 4647.811035
	Iteration 82Q: 3 clusters Score -1066359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1066364.375000 Penalty: 4647.811035
	Iteration 83Q: 3 clusters Score -1066364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1066373.500000 Penalty: 4647.811035
	Iteration 84Q: 3 clusters Score -1066374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1066377.750000 Penalty: 4647.811035
	Iteration 85Q: 3 clusters Score -1066378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1066376.625000 Penalty: 4647.811035
	Iteration 86Q: 3 clusters Score -1066377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1066377.875000 Penalty: 4647.811035
	Iteration 87Q: 3 clusters Score -1066378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1066379.375000 Penalty: 4647.811035
	Iteration 88Q: 3 clusters Score -1066379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1066381.625000 Penalty: 4647.811035
	Iteration 89Q: 3 clusters Score -1066382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1066382.375000 Penalty: 4647.811035
	Iteration 90Q: 3 clusters Score -1066382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1066384.875000 Penalty: 4647.811035
	Iteration 91Q: 3 clusters Score -1066385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1066388.125000 Penalty: 4647.811035
	Iteration 92Q: 3 clusters Score -1066388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1066390.500000 Penalty: 4647.811035
	Iteration 93Q: 3 clusters Score -1066390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1066391.875000 Penalty: 4647.811035
	Iteration 94Q: 3 clusters Score -1066392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1066395.125000 Penalty: 4647.811035
	Iteration 95Q: 3 clusters Score -1066395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1066394.750000 Penalty: 4647.811035
	Iteration 96Q: 3 clusters Score -1066395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1066397.375000 Penalty: 4647.811035
	Iteration 97Q: 3 clusters Score -1066397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1066398.250000 Penalty: 4647.811035
	Iteration 98Q: 3 clusters Score -1066398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1066399.625000 Penalty: 4647.811035
	Iteration 99Q: 3 clusters Score -1066400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1066401.250000 Penalty: 4647.811035
	Iteration 100F: 3 clusters Score -1066401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1066401.875000 Penalty: 4647.811035
	Iteration 101Q: 3 clusters Score -1066402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1066401.875000 Penalty: 4647.811035
	Iteration 102Q: 3 clusters Score -1066402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1066402.250000 Penalty: 4647.811035
	Iteration 103Q: 3 clusters Score -1066402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1066402.875000 Penalty: 4647.811035
	Iteration 104Q: 3 clusters Score -1066403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1066402.875000 Penalty: 4647.811035
	Iteration 105F: 3 clusters Score -1066403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Entering Unmasked Estep 
Score: -1493590.125000 Penalty: 2383.808838
	Iteration 0F: 2 clusters Score -1493590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1482710.750000 Penalty: 4767.617676
	Iteration 0F: 3 clusters Score -1482711 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1486234.750000 Penalty: 4767.617676
	Iteration 1F: 3 clusters Score -1486235 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1486636.000000 Penalty: 4767.617676
	Iteration 2F: 3 clusters Score -1486636 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1486930.875000 Penalty: 4767.617676
	Iteration 3F: 3 clusters Score -1486931 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1487182.375000 Penalty: 4767.617676
	Iteration 4Q: 3 clusters Score -1487182 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1487402.375000 Penalty: 4767.617676
	Iteration 5Q: 3 clusters Score -1487402 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1487606.750000 Penalty: 4767.617676
	Iteration 6Q: 3 clusters Score -1487607 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1487829.875000 Penalty: 4767.617676
	Iteration 7Q: 3 clusters Score -1487830 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1488064.250000 Penalty: 4767.617676
	Iteration 8Q: 3 clusters Score -1488064 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1488349.625000 Penalty: 4767.617676
	Iteration 9Q: 3 clusters Score -1488350 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1488692.250000 Penalty: 4767.617676
	Iteration 10Q: 3 clusters Score -1488692 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1489127.500000 Penalty: 4767.617676
	Iteration 11Q: 3 clusters Score -1489128 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1489585.875000 Penalty: 4767.617676
	Iteration 12Q: 3 clusters Score -1489586 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1489985.000000 Penalty: 4767.617676
	Iteration 13Q: 3 clusters Score -1489985 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1490325.625000 Penalty: 4767.617676
	Iteration 14Q: 3 clusters Score -1490326 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1490632.875000 Penalty: 4767.617676
	Iteration 15Q: 3 clusters Score -1490633 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1490858.500000 Penalty: 4767.617676
	Iteration 16Q: 3 clusters Score -1490858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1491026.500000 Penalty: 4767.617676
	Iteration 17Q: 3 clusters Score -1491026 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1491134.875000 Penalty: 4767.617676
	Iteration 18Q: 3 clusters Score -1491135 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1491230.750000 Penalty: 4767.617676
	Iteration 19Q: 3 clusters Score -1491231 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1491316.000000 Penalty: 4767.617676
	Iteration 20F: 3 clusters Score -1491316 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1491379.125000 Penalty: 4767.617676
	Iteration 21Q: 3 clusters Score -1491379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1491432.500000 Penalty: 4767.617676
	Iteration 22Q: 3 clusters Score -1491432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1491470.125000 Penalty: 4767.617676
	Iteration 23Q: 3 clusters Score -1491470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1491500.625000 Penalty: 4767.617676
	Iteration 24Q: 3 clusters Score -1491501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1491523.875000 Penalty: 4767.617676
	Iteration 25Q: 3 clusters Score -1491524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1491535.875000 Penalty: 4767.617676
	Iteration 26Q: 3 clusters Score -1491536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1491563.000000 Penalty: 4767.617676
	Iteration 27Q: 3 clusters Score -1491563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1491582.000000 Penalty: 4767.617676
	Iteration 28Q: 3 clusters Score -1491582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1491598.625000 Penalty: 4767.617676
	Iteration 29Q: 3 clusters Score -1491599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1491614.250000 Penalty: 4767.617676
	Iteration 30Q: 3 clusters Score -1491614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1491632.500000 Penalty: 4767.617676
	Iteration 31Q: 3 clusters Score -1491632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1491650.625000 Penalty: 4767.617676
	Iteration 32Q: 3 clusters Score -1491651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1491662.375000 Penalty: 4767.617676
	Iteration 33Q: 3 clusters Score -1491662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1491671.125000 Penalty: 4767.617676
	Iteration 34Q: 3 clusters Score -1491671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1491680.250000 Penalty: 4767.617676
	Iteration 35Q: 3 clusters Score -1491680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1491686.875000 Penalty: 4767.617676
	Iteration 36Q: 3 clusters Score -1491687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1491693.875000 Penalty: 4767.617676
	Iteration 37Q: 3 clusters Score -1491694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1491697.500000 Penalty: 4767.617676
	Iteration 38Q: 3 clusters Score -1491698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1491702.375000 Penalty: 4767.617676
	Iteration 39Q: 3 clusters Score -1491702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1491706.125000 Penalty: 4767.617676
	Iteration 40F: 3 clusters Score -1491706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1491708.875000 Penalty: 4767.617676
	Iteration 41Q: 3 clusters Score -1491709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1491710.000000 Penalty: 4767.617676
	Iteration 42Q: 3 clusters Score -1491710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1491711.625000 Penalty: 4767.617676
	Iteration 43Q: 3 clusters Score -1491712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1491709.875000 Penalty: 4767.617676
	Iteration 44Q: 3 clusters Score -1491710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1491712.250000 Penalty: 4767.617676
	Iteration 45Q: 3 clusters Score -1491712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1491715.375000 Penalty: 4767.617676
	Iteration 46Q: 3 clusters Score -1491715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1491717.625000 Penalty: 4767.617676
	Iteration 47Q: 3 clusters Score -1491718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1491718.250000 Penalty: 4767.617676
	Iteration 48Q: 3 clusters Score -1491718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1491724.125000 Penalty: 4767.617676
	Iteration 49Q: 3 clusters Score -1491724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1491729.250000 Penalty: 4767.617676
	Iteration 50Q: 3 clusters Score -1491729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1491736.750000 Penalty: 4767.617676
	Iteration 51Q: 3 clusters Score -1491737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1491740.500000 Penalty: 4767.617676
	Iteration 52Q: 3 clusters Score -1491740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1491743.500000 Penalty: 4767.617676
	Iteration 53Q: 3 clusters Score -1491744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1491746.125000 Penalty: 4767.617676
	Iteration 54Q: 3 clusters Score -1491746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1491750.125000 Penalty: 4767.617676
	Iteration 55Q: 3 clusters Score -1491750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1491753.125000 Penalty: 4767.617676
	Iteration 56Q: 3 clusters Score -1491753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1491752.875000 Penalty: 4767.617676
	Iteration 57Q: 3 clusters Score -1491753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1491753.625000 Penalty: 4767.617676
	Iteration 58Q: 3 clusters Score -1491754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1491754.500000 Penalty: 4767.617676
	Iteration 59Q: 3 clusters Score -1491754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1491754.500000 Penalty: 4767.617676
	Iteration 60F: 3 clusters Score -1491754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -562788.375000 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -562788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -557927.437500 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -557927.4 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -559208.000000 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -559208 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -559450.375000 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -559450.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -559596.562500 Penalty: 4275.664062
	Iteration 3F: 3 clusters Score -559596.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -559718.250000 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -559718.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -559828.437500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -559828.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -559944.250000 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -559944.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -560050.125000 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -560050.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -560150.375000 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -560150.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -560238.875000 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -560238.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -560317.562500 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -560317.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -560367.000000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -560367 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -560406.375000 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -560406.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -560442.187500 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -560442.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -560472.687500 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -560472.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -560504.875000 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -560504.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -560535.437500 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -560535.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -560572.562500 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -560572.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -560596.562500 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -560596.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -560611.750000 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -560611.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -560626.125000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -560626.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -560637.875000 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -560637.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -560649.062500 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -560649.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -560654.375000 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -560654.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -560661.062500 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -560661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -560666.812500 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -560666.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -560672.687500 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -560672.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -560684.875000 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -560684.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -560691.000000 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -560691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -560697.125000 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -560697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -560699.500000 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -560699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -560703.875000 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -560703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -560708.062500 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -560708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -560712.750000 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -560712.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -560720.000000 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -560720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -560727.812500 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -560727.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560738.625000 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -560738.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -560745.187500 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -560745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -560762.062500 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -560762.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -560774.125000 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -560774.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -560787.187500 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -560787.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -560802.500000 Penalty: 4275.664062
	Iteration 41Q: 3 clusters Score -560802.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -560814.812500 Penalty: 4275.664062
	Iteration 42Q: 3 clusters Score -560814.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -560827.187500 Penalty: 4275.664062
	Iteration 43Q: 3 clusters Score -560827.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -560842.812500 Penalty: 4275.664062
	Iteration 44Q: 3 clusters Score -560842.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -560863.250000 Penalty: 4275.664062
	Iteration 45Q: 3 clusters Score -560863.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -560886.312500 Penalty: 4275.664062
	Iteration 46Q: 3 clusters Score -560886.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -560911.625000 Penalty: 4275.664062
	Iteration 47Q: 3 clusters Score -560911.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -560934.187500 Penalty: 4275.664062
	Iteration 48Q: 3 clusters Score -560934.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -560952.500000 Penalty: 4275.664062
	Iteration 49Q: 3 clusters Score -560952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -560964.500000 Penalty: 4275.664062
	Iteration 50Q: 3 clusters Score -560964.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -560973.687500 Penalty: 4275.664062
	Iteration 51Q: 3 clusters Score -560973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -560982.062500 Penalty: 4275.664062
	Iteration 52Q: 3 clusters Score -560982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -560989.312500 Penalty: 4275.664062
	Iteration 53Q: 3 clusters Score -560989.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -560999.625000 Penalty: 4275.664062
	Iteration 54Q: 3 clusters Score -560999.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -561004.812500 Penalty: 4275.664062
	Iteration 55Q: 3 clusters Score -561004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -561009.437500 Penalty: 4275.664062
	Iteration 56Q: 3 clusters Score -561009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -561012.500000 Penalty: 4275.664062
	Iteration 57Q: 3 clusters Score -561012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -561013.750000 Penalty: 4275.664062
	Iteration 58Q: 3 clusters Score -561013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -561016.000000 Penalty: 4275.664062
	Iteration 59Q: 3 clusters Score -561016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -561019.062500 Penalty: 4275.664062
	Iteration 60F: 3 clusters Score -561019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -561022.125000 Penalty: 4275.664062
	Iteration 61Q: 3 clusters Score -561022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -561023.250000 Penalty: 4275.664062
	Iteration 62Q: 3 clusters Score -561023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -561026.437500 Penalty: 4275.664062
	Iteration 63Q: 3 clusters Score -561026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -561028.187500 Penalty: 4275.664062
	Iteration 64Q: 3 clusters Score -561028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -561029.187500 Penalty: 4275.664062
	Iteration 65Q: 3 clusters Score -561029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -561029.187500 Penalty: 4275.664062
	Iteration 66F: 3 clusters Score -561029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -567621.250000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -567621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -562363.187500 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -562363.2 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -563801.062500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -563801.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -564186.562500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -564186.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -564508.750000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -564508.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -564816.187500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -564816.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -565076.750000 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -565076.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -565292.312500 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -565292.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -565446.812500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -565446.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -565560.062500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -565560.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -565641.125000 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -565641.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -565696.437500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -565696.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -565741.437500 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -565741.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -565783.750000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -565783.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -565816.750000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -565816.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -565862.812500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -565862.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -565907.750000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -565907.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -565943.375000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -565943.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -565986.750000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -565986.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -566036.562500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -566036.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -566081.250000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -566081.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -566124.562500 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -566124.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -566157.750000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -566157.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -566185.875000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -566185.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -566205.812500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -566205.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -566226.625000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -566226.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -566239.062500 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -566239.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -566249.750000 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -566249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -566260.250000 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -566260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -566268.250000 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -566268.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -566276.312500 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -566276.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -566282.687500 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -566282.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -566288.812500 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -566288.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -566293.312500 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -566293.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -566297.625000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -566297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -566301.562500 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -566301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -566304.312500 Penalty: 4330.262207
	Iteration 35Q: 3 clusters Score -566304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -566306.562500 Penalty: 4330.262207
	Iteration 36Q: 3 clusters Score -566306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -566308.312500 Penalty: 4330.262207
	Iteration 37Q: 3 clusters Score -566308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -566308.500000 Penalty: 4330.262207
	Iteration 38Q: 3 clusters Score -566308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -566308.250000 Penalty: 4330.262207
	Iteration 39Q: 3 clusters Score -566308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -566310.125000 Penalty: 4330.262207
	Iteration 40F: 3 clusters Score -566310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -566311.750000 Penalty: 4330.262207
	Iteration 41Q: 3 clusters Score -566311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -566312.750000 Penalty: 4330.262207
	Iteration 42Q: 3 clusters Score -566312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -566313.187500 Penalty: 4330.262207
	Iteration 43Q: 3 clusters Score -566313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -566313.750000 Penalty: 4330.262207
	Iteration 44Q: 3 clusters Score -566313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -566315.125000 Penalty: 4330.262207
	Iteration 45Q: 3 clusters Score -566315.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -566317.000000 Penalty: 4330.262207
	Iteration 46Q: 3 clusters Score -566317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -566318.437500 Penalty: 4330.262207
	Iteration 47Q: 3 clusters Score -566318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -566321.437500 Penalty: 4330.262207
	Iteration 48Q: 3 clusters Score -566321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -566323.875000 Penalty: 4330.262207
	Iteration 49Q: 3 clusters Score -566323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -566326.375000 Penalty: 4330.262207
	Iteration 50Q: 3 clusters Score -566326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -566326.812500 Penalty: 4330.262207
	Iteration 51Q: 3 clusters Score -566326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -566328.812500 Penalty: 4330.262207
	Iteration 52Q: 3 clusters Score -566328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -566329.187500 Penalty: 4330.262207
	Iteration 53Q: 3 clusters Score -566329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -566330.812500 Penalty: 4330.262207
	Iteration 54Q: 3 clusters Score -566330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -566330.750000 Penalty: 4330.262207
	Iteration 55Q: 3 clusters Score -566330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -566329.625000 Penalty: 4330.262207
	Iteration 56Q: 3 clusters Score -566329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -566329.937500 Penalty: 4330.262207
	Iteration 57Q: 3 clusters Score -566329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -566329.937500 Penalty: 4330.262207
	Iteration 58F: 3 clusters Score -566329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Entering Unmasked Estep 
Score: -2439795.000000 Penalty: 2512.542725
	Iteration 0F: 2 clusters Score -2439795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2422581.250000 Penalty: 5025.085449
	Iteration 0F: 3 clusters Score -2422581 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2428544.500000 Penalty: 5025.085449
	Iteration 1F: 3 clusters Score -2428544 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2429018.750000 Penalty: 5025.085449
	Iteration 2F: 3 clusters Score -2429019 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2429394.500000 Penalty: 5025.085449
	Iteration 3Q: 3 clusters Score -2429394 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2429725.250000 Penalty: 5025.085449
	Iteration 4Q: 3 clusters Score -2429725 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2430031.000000 Penalty: 5025.085449
	Iteration 5Q: 3 clusters Score -2430031 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2430385.000000 Penalty: 5025.085449
	Iteration 6Q: 3 clusters Score -2430385 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2430784.000000 Penalty: 5025.085449
	Iteration 7Q: 3 clusters Score -2430784 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2431292.500000 Penalty: 5025.085449
	Iteration 8Q: 3 clusters Score -2431292 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2431911.000000 Penalty: 5025.085449
	Iteration 9Q: 3 clusters Score -2431911 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2432606.750000 Penalty: 5025.085449
	Iteration 10Q: 3 clusters Score -2432607 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2433313.250000 Penalty: 5025.085449
	Iteration 11Q: 3 clusters Score -2433313 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2434055.000000 Penalty: 5025.085449
	Iteration 12Q: 3 clusters Score -2434055 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2434684.500000 Penalty: 5025.085449
	Iteration 13Q: 3 clusters Score -2434684 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2435203.500000 Penalty: 5025.085449
	Iteration 14Q: 3 clusters Score -2435204 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2435597.750000 Penalty: 5025.085449
	Iteration 15Q: 3 clusters Score -2435598 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2435917.250000 Penalty: 5025.085449
	Iteration 16Q: 3 clusters Score -2435917 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2436189.000000 Penalty: 5025.085449
	Iteration 17Q: 3 clusters Score -2436189 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2436390.750000 Penalty: 5025.085449
	Iteration 18Q: 3 clusters Score -2436391 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2436568.500000 Penalty: 5025.085449
	Iteration 19Q: 3 clusters Score -2436568 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2436695.500000 Penalty: 5025.085449
	Iteration 20F: 3 clusters Score -2436696 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2436811.750000 Penalty: 5025.085449
	Iteration 21Q: 3 clusters Score -2436812 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2436930.250000 Penalty: 5025.085449
	Iteration 22Q: 3 clusters Score -2436930 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2437023.000000 Penalty: 5025.085449
	Iteration 23Q: 3 clusters Score -2437023 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2437120.500000 Penalty: 5025.085449
	Iteration 24Q: 3 clusters Score -2437120 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2437191.500000 Penalty: 5025.085449
	Iteration 25Q: 3 clusters Score -2437192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2437269.750000 Penalty: 5025.085449
	Iteration 26Q: 3 clusters Score -2437270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2437336.250000 Penalty: 5025.085449
	Iteration 27Q: 3 clusters Score -2437336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2437398.000000 Penalty: 5025.085449
	Iteration 28Q: 3 clusters Score -2437398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2437447.000000 Penalty: 5025.085449
	Iteration 29Q: 3 clusters Score -2437447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2437480.250000 Penalty: 5025.085449
	Iteration 30Q: 3 clusters Score -2437480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2437519.000000 Penalty: 5025.085449
	Iteration 31Q: 3 clusters Score -2437519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2437552.500000 Penalty: 5025.085449
	Iteration 32Q: 3 clusters Score -2437552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2437576.750000 Penalty: 5025.085449
	Iteration 33Q: 3 clusters Score -2437577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2437595.000000 Penalty: 5025.085449
	Iteration 34Q: 3 clusters Score -2437595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2437605.500000 Penalty: 5025.085449
	Iteration 35Q: 3 clusters Score -2437606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2437621.500000 Penalty: 5025.085449
	Iteration 36Q: 3 clusters Score -2437622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2437637.750000 Penalty: 5025.085449
	Iteration 37Q: 3 clusters Score -2437638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2437637.000000 Penalty: 5025.085449
	Iteration 38Q: 3 clusters Score -2437637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2437642.250000 Penalty: 5025.085449
	Iteration 39Q: 3 clusters Score -2437642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2437644.500000 Penalty: 5025.085449
	Iteration 40F: 3 clusters Score -2437644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -2437644.250000 Penalty: 5025.085449
	Iteration 41Q: 3 clusters Score -2437644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2437644.500000 Penalty: 5025.085449
	Iteration 42Q: 3 clusters Score -2437644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2437646.500000 Penalty: 5025.085449
	Iteration 43Q: 3 clusters Score -2437646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2437649.250000 Penalty: 5025.085449
	Iteration 44Q: 3 clusters Score -2437649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2437649.250000 Penalty: 5025.085449
	Iteration 45Q: 3 clusters Score -2437649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2437653.750000 Penalty: 5025.085449
	Iteration 46Q: 3 clusters Score -2437654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2437653.250000 Penalty: 5025.085449
	Iteration 47Q: 3 clusters Score -2437653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2437653.250000 Penalty: 5025.085449
	Iteration 48Q: 3 clusters Score -2437653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2437655.000000 Penalty: 5025.085449
	Iteration 49Q: 3 clusters Score -2437655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2437660.500000 Penalty: 5025.085449
	Iteration 50Q: 3 clusters Score -2437660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2437662.750000 Penalty: 5025.085449
	Iteration 51Q: 3 clusters Score -2437663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2437671.250000 Penalty: 5025.085449
	Iteration 52Q: 3 clusters Score -2437671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2437670.500000 Penalty: 5025.085449
	Iteration 53Q: 3 clusters Score -2437670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -2437673.750000 Penalty: 5025.085449
	Iteration 54Q: 3 clusters Score -2437674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2437672.000000 Penalty: 5025.085449
	Iteration 55Q: 3 clusters Score -2437672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2437672.000000 Penalty: 5025.085449
	Iteration 56F: 3 clusters Score -2437672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -298970.906250 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -298970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -295478.593750 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -295478.6 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -296345.875000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -296345.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -296622.500000 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -296622.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -296846.250000 Penalty: 4027.664795
	Iteration 3F: 3 clusters Score -296846.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -297023.968750 Penalty: 4027.664795
	Iteration 4F: 3 clusters Score -297024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297175.812500 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -297175.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -297352.281250 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -297352.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -297504.468750 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -297504.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -297641.156250 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -297641.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297760.218750 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -297760.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -297867.781250 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -297867.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -297947.500000 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -297947.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -298011.531250 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -298011.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -298082.281250 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -298082.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -298147.312500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -298147.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -298196.406250 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -298196.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -298233.812500 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -298233.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -298258.031250 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -298258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -298276.750000 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -298276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -298288.062500 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -298288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -298313.281250 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -298313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -298348.062500 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -298348.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -298355.093750 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -298355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -298355.937500 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -298355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -298355.937500 Penalty: 4027.664795
	Iteration 24F: 3 clusters Score -298355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -956562.562500 Penalty: 2286.288086
	Iteration 0F: 2 clusters Score -956562.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -948791.187500 Penalty: 4572.576172
	Iteration 0F: 3 clusters Score -948791.2 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -951078.000000 Penalty: 4572.576172
	Iteration 1F: 3 clusters Score -951078 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -951378.812500 Penalty: 4572.576172
	Iteration 2F: 3 clusters Score -951378.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -951597.687500 Penalty: 4572.576172
	Iteration 3Q: 3 clusters Score -951597.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -951786.437500 Penalty: 4572.576172
	Iteration 4Q: 3 clusters Score -951786.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -951942.000000 Penalty: 4572.576172
	Iteration 5Q: 3 clusters Score -951942 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -952073.812500 Penalty: 4572.576172
	Iteration 6Q: 3 clusters Score -952073.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -952187.312500 Penalty: 4572.576172
	Iteration 7Q: 3 clusters Score -952187.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -952322.500000 Penalty: 4572.576172
	Iteration 8Q: 3 clusters Score -952322.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -952469.312500 Penalty: 4572.576172
	Iteration 9Q: 3 clusters Score -952469.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -952634.187500 Penalty: 4572.576172
	Iteration 10Q: 3 clusters Score -952634.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -952855.750000 Penalty: 4572.576172
	Iteration 11Q: 3 clusters Score -952855.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -953118.000000 Penalty: 4572.576172
	Iteration 12Q: 3 clusters Score -953118 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -953390.937500 Penalty: 4572.576172
	Iteration 13Q: 3 clusters Score -953390.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -953597.000000 Penalty: 4572.576172
	Iteration 14Q: 3 clusters Score -953597 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -953752.500000 Penalty: 4572.576172
	Iteration 15Q: 3 clusters Score -953752.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -953889.187500 Penalty: 4572.576172
	Iteration 16Q: 3 clusters Score -953889.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -954014.937500 Penalty: 4572.576172
	Iteration 17Q: 3 clusters Score -954014.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -954117.437500 Penalty: 4572.576172
	Iteration 18Q: 3 clusters Score -954117.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -954203.812500 Penalty: 4572.576172
	Iteration 19Q: 3 clusters Score -954203.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -954266.312500 Penalty: 4572.576172
	Iteration 20F: 3 clusters Score -954266.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -954344.562500 Penalty: 4572.576172
	Iteration 21Q: 3 clusters Score -954344.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -954399.125000 Penalty: 4572.576172
	Iteration 22Q: 3 clusters Score -954399.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -954431.125000 Penalty: 4572.576172
	Iteration 23Q: 3 clusters Score -954431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -954464.687500 Penalty: 4572.576172
	Iteration 24Q: 3 clusters Score -954464.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -954486.000000 Penalty: 4572.576172
	Iteration 25Q: 3 clusters Score -954486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -954514.375000 Penalty: 4572.576172
	Iteration 26Q: 3 clusters Score -954514.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -954545.875000 Penalty: 4572.576172
	Iteration 27Q: 3 clusters Score -954545.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -954565.250000 Penalty: 4572.576172
	Iteration 28Q: 3 clusters Score -954565.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -954584.062500 Penalty: 4572.576172
	Iteration 29Q: 3 clusters Score -954584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -954590.125000 Penalty: 4572.576172
	Iteration 30Q: 3 clusters Score -954590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -954596.500000 Penalty: 4572.576172
	Iteration 31Q: 3 clusters Score -954596.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -954601.750000 Penalty: 4572.576172
	Iteration 32Q: 3 clusters Score -954601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -954603.750000 Penalty: 4572.576172
	Iteration 33Q: 3 clusters Score -954603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -954604.000000 Penalty: 4572.576172
	Iteration 34Q: 3 clusters Score -954604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -954604.937500 Penalty: 4572.576172
	Iteration 35Q: 3 clusters Score -954604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -954606.687500 Penalty: 4572.576172
	Iteration 36Q: 3 clusters Score -954606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -954606.812500 Penalty: 4572.576172
	Iteration 37Q: 3 clusters Score -954606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -954609.937500 Penalty: 4572.576172
	Iteration 38Q: 3 clusters Score -954609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -954611.000000 Penalty: 4572.576172
	Iteration 39Q: 3 clusters Score -954611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -954612.687500 Penalty: 4572.576172
	Iteration 40F: 3 clusters Score -954612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -954613.312500 Penalty: 4572.576172
	Iteration 41Q: 3 clusters Score -954613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -954614.000000 Penalty: 4572.576172
	Iteration 42Q: 3 clusters Score -954614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -954616.250000 Penalty: 4572.576172
	Iteration 43Q: 3 clusters Score -954616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -954616.625000 Penalty: 4572.576172
	Iteration 44Q: 3 clusters Score -954616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -954620.875000 Penalty: 4572.576172
	Iteration 45Q: 3 clusters Score -954620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -954622.250000 Penalty: 4572.576172
	Iteration 46Q: 3 clusters Score -954622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -954623.562500 Penalty: 4572.576172
	Iteration 47Q: 3 clusters Score -954623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -954623.812500 Penalty: 4572.576172
	Iteration 48Q: 3 clusters Score -954623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -954623.875000 Penalty: 4572.576172
	Iteration 49Q: 3 clusters Score -954623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -954623.687500 Penalty: 4572.576172
	Iteration 50Q: 3 clusters Score -954623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -954625.312500 Penalty: 4572.576172
	Iteration 51Q: 3 clusters Score -954625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -954625.375000 Penalty: 4572.576172
	Iteration 52Q: 3 clusters Score -954625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -954629.437500 Penalty: 4572.576172
	Iteration 53Q: 3 clusters Score -954629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -954632.062500 Penalty: 4572.576172
	Iteration 54Q: 3 clusters Score -954632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -954633.687500 Penalty: 4572.576172
	Iteration 55Q: 3 clusters Score -954633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -954637.125000 Penalty: 4572.576172
	Iteration 56Q: 3 clusters Score -954637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -954638.812500 Penalty: 4572.576172
	Iteration 57Q: 3 clusters Score -954638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -954639.812500 Penalty: 4572.576172
	Iteration 58Q: 3 clusters Score -954639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -954640.437500 Penalty: 4572.576172
	Iteration 59Q: 3 clusters Score -954640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -954640.437500 Penalty: 4572.576172
	Iteration 60F: 3 clusters Score -954640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Entering Unmasked Estep 
Score: -1106559.500000 Penalty: 2313.308594
	Iteration 0F: 2 clusters Score -1106560 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 5700 members 
Entering Unmasked Estep 
Score: -1098047.625000 Penalty: 4626.617188
	Iteration 0F: 3 clusters Score -1098048 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1100654.875000 Penalty: 4626.617188
	Iteration 1F: 3 clusters Score -1100655 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1101055.625000 Penalty: 4626.617188
	Iteration 2F: 3 clusters Score -1101056 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1101345.750000 Penalty: 4626.617188
	Iteration 3F: 3 clusters Score -1101346 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1101568.500000 Penalty: 4626.617188
	Iteration 4Q: 3 clusters Score -1101568 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1101769.000000 Penalty: 4626.617188
	Iteration 5Q: 3 clusters Score -1101769 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1101994.625000 Penalty: 4626.617188
	Iteration 6Q: 3 clusters Score -1101995 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1102237.375000 Penalty: 4626.617188
	Iteration 7Q: 3 clusters Score -1102237 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1102489.625000 Penalty: 4626.617188
	Iteration 8Q: 3 clusters Score -1102490 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1102729.250000 Penalty: 4626.617188
	Iteration 9Q: 3 clusters Score -1102729 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1102941.625000 Penalty: 4626.617188
	Iteration 10Q: 3 clusters Score -1102942 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1103136.375000 Penalty: 4626.617188
	Iteration 11Q: 3 clusters Score -1103136 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1103311.625000 Penalty: 4626.617188
	Iteration 12Q: 3 clusters Score -1103312 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1103451.125000 Penalty: 4626.617188
	Iteration 13Q: 3 clusters Score -1103451 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1103578.375000 Penalty: 4626.617188
	Iteration 14Q: 3 clusters Score -1103578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1103667.250000 Penalty: 4626.617188
	Iteration 15Q: 3 clusters Score -1103667 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1103730.875000 Penalty: 4626.617188
	Iteration 16Q: 3 clusters Score -1103731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1103795.500000 Penalty: 4626.617188
	Iteration 17Q: 3 clusters Score -1103796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1103861.750000 Penalty: 4626.617188
	Iteration 18Q: 3 clusters Score -1103862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1103906.750000 Penalty: 4626.617188
	Iteration 19Q: 3 clusters Score -1103907 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1103950.500000 Penalty: 4626.617188
	Iteration 20F: 3 clusters Score -1103950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1103979.375000 Penalty: 4626.617188
	Iteration 21Q: 3 clusters Score -1103979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1104003.375000 Penalty: 4626.617188
	Iteration 22Q: 3 clusters Score -1104003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1104028.000000 Penalty: 4626.617188
	Iteration 23Q: 3 clusters Score -1104028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1104054.125000 Penalty: 4626.617188
	Iteration 24Q: 3 clusters Score -1104054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1104075.750000 Penalty: 4626.617188
	Iteration 25Q: 3 clusters Score -1104076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1104093.625000 Penalty: 4626.617188
	Iteration 26Q: 3 clusters Score -1104094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1104108.625000 Penalty: 4626.617188
	Iteration 27Q: 3 clusters Score -1104109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1104123.500000 Penalty: 4626.617188
	Iteration 28Q: 3 clusters Score -1104124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1104137.875000 Penalty: 4626.617188
	Iteration 29Q: 3 clusters Score -1104138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1104151.625000 Penalty: 4626.617188
	Iteration 30Q: 3 clusters Score -1104152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1104173.750000 Penalty: 4626.617188
	Iteration 31Q: 3 clusters Score -1104174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1104201.375000 Penalty: 4626.617188
	Iteration 32Q: 3 clusters Score -1104201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1104227.250000 Penalty: 4626.617188
	Iteration 33Q: 3 clusters Score -1104227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1104249.750000 Penalty: 4626.617188
	Iteration 34Q: 3 clusters Score -1104250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1104262.500000 Penalty: 4626.617188
	Iteration 35Q: 3 clusters Score -1104262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1104273.375000 Penalty: 4626.617188
	Iteration 36Q: 3 clusters Score -1104273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1104290.250000 Penalty: 4626.617188
	Iteration 37Q: 3 clusters Score -1104290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1104315.125000 Penalty: 4626.617188
	Iteration 38Q: 3 clusters Score -1104315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1104330.375000 Penalty: 4626.617188
	Iteration 39Q: 3 clusters Score -1104330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1104348.375000 Penalty: 4626.617188
	Iteration 40F: 3 clusters Score -1104348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1104361.500000 Penalty: 4626.617188
	Iteration 41Q: 3 clusters Score -1104362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1104369.625000 Penalty: 4626.617188
	Iteration 42Q: 3 clusters Score -1104370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1104378.375000 Penalty: 4626.617188
	Iteration 43Q: 3 clusters Score -1104378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1104384.625000 Penalty: 4626.617188
	Iteration 44Q: 3 clusters Score -1104385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1104390.125000 Penalty: 4626.617188
	Iteration 45Q: 3 clusters Score -1104390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1104395.000000 Penalty: 4626.617188
	Iteration 46Q: 3 clusters Score -1104395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1104396.625000 Penalty: 4626.617188
	Iteration 47Q: 3 clusters Score -1104397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1104400.375000 Penalty: 4626.617188
	Iteration 48Q: 3 clusters Score -1104400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1104403.125000 Penalty: 4626.617188
	Iteration 49Q: 3 clusters Score -1104403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1104409.250000 Penalty: 4626.617188
	Iteration 50Q: 3 clusters Score -1104409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1104412.875000 Penalty: 4626.617188
	Iteration 51Q: 3 clusters Score -1104413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1104419.625000 Penalty: 4626.617188
	Iteration 52Q: 3 clusters Score -1104420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1104422.125000 Penalty: 4626.617188
	Iteration 53Q: 3 clusters Score -1104422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1104428.625000 Penalty: 4626.617188
	Iteration 54Q: 3 clusters Score -1104429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1104435.875000 Penalty: 4626.617188
	Iteration 55Q: 3 clusters Score -1104436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1104439.500000 Penalty: 4626.617188
	Iteration 56Q: 3 clusters Score -1104440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1104448.875000 Penalty: 4626.617188
	Iteration 57Q: 3 clusters Score -1104449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1104456.500000 Penalty: 4626.617188
	Iteration 58Q: 3 clusters Score -1104456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1104462.875000 Penalty: 4626.617188
	Iteration 59Q: 3 clusters Score -1104463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1104467.750000 Penalty: 4626.617188
	Iteration 60F: 3 clusters Score -1104468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1104471.125000 Penalty: 4626.617188
	Iteration 61Q: 3 clusters Score -1104471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1104480.875000 Penalty: 4626.617188
	Iteration 62Q: 3 clusters Score -1104481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1104485.500000 Penalty: 4626.617188
	Iteration 63Q: 3 clusters Score -1104486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1104492.750000 Penalty: 4626.617188
	Iteration 64Q: 3 clusters Score -1104493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1104492.625000 Penalty: 4626.617188
	Iteration 65Q: 3 clusters Score -1104493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1104500.250000 Penalty: 4626.617188
	Iteration 66Q: 3 clusters Score -1104500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1104505.250000 Penalty: 4626.617188
	Iteration 67Q: 3 clusters Score -1104505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1104508.875000 Penalty: 4626.617188
	Iteration 68Q: 3 clusters Score -1104509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1104514.625000 Penalty: 4626.617188
	Iteration 69Q: 3 clusters Score -1104515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1104519.750000 Penalty: 4626.617188
	Iteration 70Q: 3 clusters Score -1104520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1104523.250000 Penalty: 4626.617188
	Iteration 71Q: 3 clusters Score -1104523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1104524.750000 Penalty: 4626.617188
	Iteration 72Q: 3 clusters Score -1104525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1104525.625000 Penalty: 4626.617188
	Iteration 73Q: 3 clusters Score -1104526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1104527.250000 Penalty: 4626.617188
	Iteration 74Q: 3 clusters Score -1104527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1104524.875000 Penalty: 4626.617188
	Iteration 75Q: 3 clusters Score -1104525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1104527.750000 Penalty: 4626.617188
	Iteration 76Q: 3 clusters Score -1104528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1104530.250000 Penalty: 4626.617188
	Iteration 77Q: 3 clusters Score -1104530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1104531.875000 Penalty: 4626.617188
	Iteration 78Q: 3 clusters Score -1104532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1104534.500000 Penalty: 4626.617188
	Iteration 79Q: 3 clusters Score -1104534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1104534.500000 Penalty: 4626.617188
	Iteration 80F: 3 clusters Score -1104534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1104535.750000 Penalty: 4626.617188
	Iteration 81Q: 3 clusters Score -1104536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1104537.875000 Penalty: 4626.617188
	Iteration 82Q: 3 clusters Score -1104538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1104537.875000 Penalty: 4626.617188
	Iteration 83F: 3 clusters Score -1104538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Entering Unmasked Estep 
Score: -1295519.250000 Penalty: 2361.348877
	Iteration 0F: 2 clusters Score -1295519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1285489.125000 Penalty: 4722.697754
	Iteration 0F: 3 clusters Score -1285489 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1288745.500000 Penalty: 4722.697754
	Iteration 1F: 3 clusters Score -1288746 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1289234.250000 Penalty: 4722.697754
	Iteration 2F: 3 clusters Score -1289234 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1289723.500000 Penalty: 4722.697754
	Iteration 3F: 3 clusters Score -1289724 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1290234.750000 Penalty: 4722.697754
	Iteration 4F: 3 clusters Score -1290235 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1290731.750000 Penalty: 4722.697754
	Iteration 5F: 3 clusters Score -1290732 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1291205.000000 Penalty: 4722.697754
	Iteration 6F: 3 clusters Score -1291205 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1291674.375000 Penalty: 4722.697754
	Iteration 7F: 3 clusters Score -1291674 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1292133.250000 Penalty: 4722.697754
	Iteration 8Q: 3 clusters Score -1292133 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1292521.500000 Penalty: 4722.697754
	Iteration 9Q: 3 clusters Score -1292522 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1292854.000000 Penalty: 4722.697754
	Iteration 10Q: 3 clusters Score -1292854 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1293063.500000 Penalty: 4722.697754
	Iteration 11Q: 3 clusters Score -1293064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1293202.750000 Penalty: 4722.697754
	Iteration 12Q: 3 clusters Score -1293203 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1293279.500000 Penalty: 4722.697754
	Iteration 13Q: 3 clusters Score -1293280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1293334.750000 Penalty: 4722.697754
	Iteration 14Q: 3 clusters Score -1293335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1293370.875000 Penalty: 4722.697754
	Iteration 15Q: 3 clusters Score -1293371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1293401.250000 Penalty: 4722.697754
	Iteration 16Q: 3 clusters Score -1293401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1293422.250000 Penalty: 4722.697754
	Iteration 17Q: 3 clusters Score -1293422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1293440.000000 Penalty: 4722.697754
	Iteration 18Q: 3 clusters Score -1293440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1293448.125000 Penalty: 4722.697754
	Iteration 19Q: 3 clusters Score -1293448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1293465.500000 Penalty: 4722.697754
	Iteration 20F: 3 clusters Score -1293466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1293475.125000 Penalty: 4722.697754
	Iteration 21Q: 3 clusters Score -1293475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1293483.500000 Penalty: 4722.697754
	Iteration 22Q: 3 clusters Score -1293484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1293489.000000 Penalty: 4722.697754
	Iteration 23Q: 3 clusters Score -1293489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1293500.125000 Penalty: 4722.697754
	Iteration 24Q: 3 clusters Score -1293500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1293502.000000 Penalty: 4722.697754
	Iteration 25Q: 3 clusters Score -1293502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1293508.125000 Penalty: 4722.697754
	Iteration 26Q: 3 clusters Score -1293508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1293509.125000 Penalty: 4722.697754
	Iteration 27Q: 3 clusters Score -1293509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1293512.875000 Penalty: 4722.697754
	Iteration 28Q: 3 clusters Score -1293513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1293517.500000 Penalty: 4722.697754
	Iteration 29Q: 3 clusters Score -1293518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1293518.750000 Penalty: 4722.697754
	Iteration 30Q: 3 clusters Score -1293519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1293520.875000 Penalty: 4722.697754
	Iteration 31Q: 3 clusters Score -1293521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1293524.375000 Penalty: 4722.697754
	Iteration 32Q: 3 clusters Score -1293524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1293524.750000 Penalty: 4722.697754
	Iteration 33Q: 3 clusters Score -1293525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1293529.125000 Penalty: 4722.697754
	Iteration 34Q: 3 clusters Score -1293529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1293529.875000 Penalty: 4722.697754
	Iteration 35Q: 3 clusters Score -1293530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1293530.000000 Penalty: 4722.697754
	Iteration 36Q: 3 clusters Score -1293530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1293534.750000 Penalty: 4722.697754
	Iteration 37Q: 3 clusters Score -1293535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1293540.875000 Penalty: 4722.697754
	Iteration 38Q: 3 clusters Score -1293541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1293540.000000 Penalty: 4722.697754
	Iteration 39Q: 3 clusters Score -1293540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1293538.375000 Penalty: 4722.697754
	Iteration 40F: 3 clusters Score -1293538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1293541.750000 Penalty: 4722.697754
	Iteration 41Q: 3 clusters Score -1293542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1293538.750000 Penalty: 4722.697754
	Iteration 42Q: 3 clusters Score -1293539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1293541.750000 Penalty: 4722.697754
	Iteration 43Q: 3 clusters Score -1293542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1293542.750000 Penalty: 4722.697754
	Iteration 44Q: 3 clusters Score -1293543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1293544.250000 Penalty: 4722.697754
	Iteration 45Q: 3 clusters Score -1293544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1293549.750000 Penalty: 4722.697754
	Iteration 46Q: 3 clusters Score -1293550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1293547.750000 Penalty: 4722.697754
	Iteration 47Q: 3 clusters Score -1293548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1293555.125000 Penalty: 4722.697754
	Iteration 48Q: 3 clusters Score -1293555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1293556.125000 Penalty: 4722.697754
	Iteration 49Q: 3 clusters Score -1293556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1293559.750000 Penalty: 4722.697754
	Iteration 50Q: 3 clusters Score -1293560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1293558.250000 Penalty: 4722.697754
	Iteration 51Q: 3 clusters Score -1293558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1293562.375000 Penalty: 4722.697754
	Iteration 52Q: 3 clusters Score -1293562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1293564.125000 Penalty: 4722.697754
	Iteration 53Q: 3 clusters Score -1293564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1293564.250000 Penalty: 4722.697754
	Iteration 54Q: 3 clusters Score -1293564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1293563.000000 Penalty: 4722.697754
	Iteration 55Q: 3 clusters Score -1293563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1293563.000000 Penalty: 4722.697754
	Iteration 56F: 3 clusters Score -1293563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -106374.476562 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -106374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104330.773438 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -104330.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104633.750000 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -104633.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104714.226562 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -104714.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104768.843750 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -104768.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104800.359375 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -104800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104816.117188 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -104816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104831.101562 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -104831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104837.609375 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -104837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104844.414062 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -104844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104850.468750 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -104850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104850.695312 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -104850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104851.289062 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -104851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104855.570312 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -104855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104857.804688 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -104857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104857.804688 Penalty: 3499.862793
	Iteration 14F: 3 clusters Score -104857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -199459.671875 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -199459.7 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 1284 members 
Entering Unmasked Estep 
Score: -196505.953125 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -196506 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197498.859375 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -197498.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197904.093750 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -197904.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198207.296875 Penalty: 3895.387939
	Iteration 3F: 3 clusters Score -198207.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198408.265625 Penalty: 3895.387939
	Iteration 4F: 3 clusters Score -198408.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -198527.875000 Penalty: 3895.387939
	Iteration 5Q: 3 clusters Score -198527.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198589.156250 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -198589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198626.906250 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -198626.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -198646.734375 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -198646.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198662.640625 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -198662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -198680.906250 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -198680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -198698.281250 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -198698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198706.781250 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -198706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198714.468750 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -198714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -198720.046875 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -198720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198724.437500 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -198724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198732.546875 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -198732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -198747.968750 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -198748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -198754.671875 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -198754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198764.140625 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -198764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -198764.906250 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -198764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198766.453125 Penalty: 3895.387939
	Iteration 21Q: 3 clusters Score -198766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198766.703125 Penalty: 3895.387939
	Iteration 22Q: 3 clusters Score -198766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198766.703125 Penalty: 3895.387939
	Iteration 23F: 3 clusters Score -198766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -286065.937500 Penalty: 1970.497681
	Iteration 0F: 2 clusters Score -286065.9 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 1381 members 
Entering Unmasked Estep 
Score: -282919.406250 Penalty: 3940.995361
	Iteration 0F: 3 clusters Score -282919.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283549.625000 Penalty: 3940.995361
	Iteration 1F: 3 clusters Score -283549.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283677.000000 Penalty: 3940.995361
	Iteration 2F: 3 clusters Score -283677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -283737.875000 Penalty: 3940.995361
	Iteration 3Q: 3 clusters Score -283737.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -283770.375000 Penalty: 3940.995361
	Iteration 4Q: 3 clusters Score -283770.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -283795.687500 Penalty: 3940.995361
	Iteration 5Q: 3 clusters Score -283795.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -283818.781250 Penalty: 3940.995361
	Iteration 6Q: 3 clusters Score -283818.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283836.031250 Penalty: 3940.995361
	Iteration 7Q: 3 clusters Score -283836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -283845.062500 Penalty: 3940.995361
	Iteration 8Q: 3 clusters Score -283845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -283853.093750 Penalty: 3940.995361
	Iteration 9Q: 3 clusters Score -283853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -283859.875000 Penalty: 3940.995361
	Iteration 10Q: 3 clusters Score -283859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -283864.500000 Penalty: 3940.995361
	Iteration 11Q: 3 clusters Score -283864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -283868.468750 Penalty: 3940.995361
	Iteration 12Q: 3 clusters Score -283868.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -283873.687500 Penalty: 3940.995361
	Iteration 13Q: 3 clusters Score -283873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -283879.156250 Penalty: 3940.995361
	Iteration 14Q: 3 clusters Score -283879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283885.625000 Penalty: 3940.995361
	Iteration 15Q: 3 clusters Score -283885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283887.218750 Penalty: 3940.995361
	Iteration 16Q: 3 clusters Score -283887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283888.281250 Penalty: 3940.995361
	Iteration 17Q: 3 clusters Score -283888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283889.531250 Penalty: 3940.995361
	Iteration 18Q: 3 clusters Score -283889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -283891.031250 Penalty: 3940.995361
	Iteration 19Q: 3 clusters Score -283891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -283893.062500 Penalty: 3940.995361
	Iteration 20F: 3 clusters Score -283893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -283895.812500 Penalty: 3940.995361
	Iteration 21Q: 3 clusters Score -283895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -283897.156250 Penalty: 3940.995361
	Iteration 22Q: 3 clusters Score -283897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -283898.031250 Penalty: 3940.995361
	Iteration 23Q: 3 clusters Score -283898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -283899.750000 Penalty: 3940.995361
	Iteration 24Q: 3 clusters Score -283899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -283900.406250 Penalty: 3940.995361
	Iteration 25Q: 3 clusters Score -283900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -283900.406250 Penalty: 3940.995361
	Iteration 26F: 3 clusters Score -283900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -898818.812500 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -898818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -891494.562500 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -891494.6 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -893599.187500 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -893599.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -893889.875000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -893889.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -894084.375000 Penalty: 4539.796875
	Iteration 3Q: 3 clusters Score -894084.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -894231.187500 Penalty: 4539.796875
	Iteration 4Q: 3 clusters Score -894231.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -894362.375000 Penalty: 4539.796875
	Iteration 5Q: 3 clusters Score -894362.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -894488.875000 Penalty: 4539.796875
	Iteration 6Q: 3 clusters Score -894488.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -894591.125000 Penalty: 4539.796875
	Iteration 7Q: 3 clusters Score -894591.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -894684.375000 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -894684.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -894767.812500 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -894767.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -894854.562500 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -894854.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -894943.437500 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -894943.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -895030.500000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -895030.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -895110.875000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -895110.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -895188.000000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -895188 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -895249.937500 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -895249.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -895314.062500 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -895314.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -895390.500000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -895390.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -895468.500000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -895468.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -895530.125000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -895530.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -895587.625000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -895587.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -895645.125000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -895645.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -895686.812500 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -895686.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -895729.375000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -895729.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -895753.937500 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -895753.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -895782.687500 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -895782.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -895805.125000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -895805.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -895825.625000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -895825.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -895844.375000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -895844.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -895853.687500 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -895853.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -895861.437500 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -895861.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -895866.562500 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -895866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -895872.625000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -895872.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -895874.187500 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -895874.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -895880.000000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -895880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -895883.000000 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -895883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -895883.812500 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -895883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -895887.625000 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -895887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -895887.625000 Penalty: 4539.796875
	Iteration 38Q: 3 clusters Score -895887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -895887.625000 Penalty: 4539.796875
	Iteration 39Q: 3 clusters Score -895887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -895890.125000 Penalty: 4539.796875
	Iteration 40F: 3 clusters Score -895890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -895889.312500 Penalty: 4539.796875
	Iteration 41Q: 3 clusters Score -895889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -895888.562500 Penalty: 4539.796875
	Iteration 42Q: 3 clusters Score -895888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -895889.312500 Penalty: 4539.796875
	Iteration 43Q: 3 clusters Score -895889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -895889.937500 Penalty: 4539.796875
	Iteration 44Q: 3 clusters Score -895889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -895892.187500 Penalty: 4539.796875
	Iteration 45Q: 3 clusters Score -895892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -895891.312500 Penalty: 4539.796875
	Iteration 46Q: 3 clusters Score -895891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -895892.750000 Penalty: 4539.796875
	Iteration 47Q: 3 clusters Score -895892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -895891.875000 Penalty: 4539.796875
	Iteration 48Q: 3 clusters Score -895891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -895892.812500 Penalty: 4539.796875
	Iteration 49Q: 3 clusters Score -895892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -895892.625000 Penalty: 4539.796875
	Iteration 50Q: 3 clusters Score -895892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -895892.625000 Penalty: 4539.796875
	Iteration 51F: 3 clusters Score -895892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Entering Unmasked Estep 
Score: -6271825.500000 Penalty: 2738.529541
	Iteration 0F: 2 clusters Score -6271826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -6229823.000000 Penalty: 5477.059082
	Iteration 0F: 3 clusters Score -6229823 nChanged 29232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6246285.500000 Penalty: 5477.059082
	Iteration 1F: 3 clusters Score -6246286 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -6247258.500000 Penalty: 5477.059082
	Iteration 2Q: 3 clusters Score -6247258 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -6248471.500000 Penalty: 5477.059082
	Iteration 3Q: 3 clusters Score -6248472 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -6250177.000000 Penalty: 5477.059082
	Iteration 4F: 3 clusters Score -6250177 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -6252858.000000 Penalty: 5477.059082
	Iteration 5F: 3 clusters Score -6252858 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6256682.000000 Penalty: 5477.059082
	Iteration 6F: 3 clusters Score -6256682 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -6260828.000000 Penalty: 5477.059082
	Iteration 7F: 3 clusters Score -6260828 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6264263.500000 Penalty: 5477.059082
	Iteration 8F: 3 clusters Score -6264264 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -6266605.000000 Penalty: 5477.059082
	Iteration 9Q: 3 clusters Score -6266605 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -6267816.000000 Penalty: 5477.059082
	Iteration 10Q: 3 clusters Score -6267816 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -6268512.500000 Penalty: 5477.059082
	Iteration 11Q: 3 clusters Score -6268512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -6268931.500000 Penalty: 5477.059082
	Iteration 12Q: 3 clusters Score -6268932 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -6269149.000000 Penalty: 5477.059082
	Iteration 13Q: 3 clusters Score -6269149 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -6269307.000000 Penalty: 5477.059082
	Iteration 14Q: 3 clusters Score -6269307 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -6269428.500000 Penalty: 5477.059082
	Iteration 15Q: 3 clusters Score -6269428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -6269477.500000 Penalty: 5477.059082
	Iteration 16Q: 3 clusters Score -6269478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -6269529.500000 Penalty: 5477.059082
	Iteration 17Q: 3 clusters Score -6269530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -6269562.500000 Penalty: 5477.059082
	Iteration 18Q: 3 clusters Score -6269562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -6269602.500000 Penalty: 5477.059082
	Iteration 19Q: 3 clusters Score -6269602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -6269612.500000 Penalty: 5477.059082
	Iteration 20F: 3 clusters Score -6269612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -6269615.000000 Penalty: 5477.059082
	Iteration 21Q: 3 clusters Score -6269615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -6269622.500000 Penalty: 5477.059082
	Iteration 22Q: 3 clusters Score -6269622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -6269641.000000 Penalty: 5477.059082
	Iteration 23Q: 3 clusters Score -6269641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -6269648.000000 Penalty: 5477.059082
	Iteration 24Q: 3 clusters Score -6269648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -6269662.000000 Penalty: 5477.059082
	Iteration 25Q: 3 clusters Score -6269662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -6269668.000000 Penalty: 5477.059082
	Iteration 26Q: 3 clusters Score -6269668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -6269660.500000 Penalty: 5477.059082
	Iteration 27Q: 3 clusters Score -6269660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -6269675.500000 Penalty: 5477.059082
	Iteration 28Q: 3 clusters Score -6269676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -6269671.000000 Penalty: 5477.059082
	Iteration 29Q: 3 clusters Score -6269671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -6269669.500000 Penalty: 5477.059082
	Iteration 30Q: 3 clusters Score -6269670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -6269668.000000 Penalty: 5477.059082
	Iteration 31Q: 3 clusters Score -6269668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -6269668.500000 Penalty: 5477.059082
	Iteration 32Q: 3 clusters Score -6269668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -6269672.000000 Penalty: 5477.059082
	Iteration 33Q: 3 clusters Score -6269672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -6269670.000000 Penalty: 5477.059082
	Iteration 34Q: 3 clusters Score -6269670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -6269670.500000 Penalty: 5477.059082
	Iteration 35Q: 3 clusters Score -6269670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -6269676.000000 Penalty: 5477.059082
	Iteration 36Q: 3 clusters Score -6269676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -6269680.500000 Penalty: 5477.059082
	Iteration 37Q: 3 clusters Score -6269680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -6269678.500000 Penalty: 5477.059082
	Iteration 38Q: 3 clusters Score -6269678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -6269676.500000 Penalty: 5477.059082
	Iteration 39Q: 3 clusters Score -6269676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -6269676.500000 Penalty: 5477.059082
	Iteration 40F: 3 clusters Score -6269676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -6269677.000000 Penalty: 5477.059082
	Iteration 41Q: 3 clusters Score -6269677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -6269681.500000 Penalty: 5477.059082
	Iteration 42Q: 3 clusters Score -6269682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -6269681.000000 Penalty: 5477.059082
	Iteration 43Q: 3 clusters Score -6269681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -6269686.000000 Penalty: 5477.059082
	Iteration 44Q: 3 clusters Score -6269686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -6269680.500000 Penalty: 5477.059082
	Iteration 45Q: 3 clusters Score -6269680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -6269680.500000 Penalty: 5477.059082
	Iteration 46F: 3 clusters Score -6269680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Entering Unmasked Estep 
Score: -5513730.500000 Penalty: 2705.272461
	Iteration 0F: 2 clusters Score -5513730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5477110.500000 Penalty: 5410.544922
	Iteration 0F: 3 clusters Score -5477110 nChanged 25358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5491257.000000 Penalty: 5410.544922
	Iteration 1F: 3 clusters Score -5491257 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -5492138.500000 Penalty: 5410.544922
	Iteration 2Q: 3 clusters Score -5492138 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -5493180.000000 Penalty: 5410.544922
	Iteration 3Q: 3 clusters Score -5493180 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5494407.500000 Penalty: 5410.544922
	Iteration 4F: 3 clusters Score -5494408 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -5495754.000000 Penalty: 5410.544922
	Iteration 5F: 3 clusters Score -5495754 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5497199.500000 Penalty: 5410.544922
	Iteration 6F: 3 clusters Score -5497200 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5498629.500000 Penalty: 5410.544922
	Iteration 7F: 3 clusters Score -5498630 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5500166.500000 Penalty: 5410.544922
	Iteration 8F: 3 clusters Score -5500166 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5501687.500000 Penalty: 5410.544922
	Iteration 9F: 3 clusters Score -5501688 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -5503361.000000 Penalty: 5410.544922
	Iteration 10Q: 3 clusters Score -5503361 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5505179.000000 Penalty: 5410.544922
	Iteration 11Q: 3 clusters Score -5505179 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5506908.500000 Penalty: 5410.544922
	Iteration 12Q: 3 clusters Score -5506908 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5508550.500000 Penalty: 5410.544922
	Iteration 13Q: 3 clusters Score -5508550 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5509838.000000 Penalty: 5410.544922
	Iteration 14Q: 3 clusters Score -5509838 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5510587.500000 Penalty: 5410.544922
	Iteration 15Q: 3 clusters Score -5510588 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5510998.000000 Penalty: 5410.544922
	Iteration 16Q: 3 clusters Score -5510998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5511211.000000 Penalty: 5410.544922
	Iteration 17Q: 3 clusters Score -5511211 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5511370.000000 Penalty: 5410.544922
	Iteration 18Q: 3 clusters Score -5511370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5511474.000000 Penalty: 5410.544922
	Iteration 19Q: 3 clusters Score -5511474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5511541.500000 Penalty: 5410.544922
	Iteration 20F: 3 clusters Score -5511542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5511568.000000 Penalty: 5410.544922
	Iteration 21Q: 3 clusters Score -5511568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5511584.500000 Penalty: 5410.544922
	Iteration 22Q: 3 clusters Score -5511584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5511596.500000 Penalty: 5410.544922
	Iteration 23Q: 3 clusters Score -5511596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5511607.000000 Penalty: 5410.544922
	Iteration 24Q: 3 clusters Score -5511607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5511617.500000 Penalty: 5410.544922
	Iteration 25Q: 3 clusters Score -5511618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5511626.500000 Penalty: 5410.544922
	Iteration 26Q: 3 clusters Score -5511626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5511632.000000 Penalty: 5410.544922
	Iteration 27Q: 3 clusters Score -5511632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5511636.500000 Penalty: 5410.544922
	Iteration 28Q: 3 clusters Score -5511636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5511639.000000 Penalty: 5410.544922
	Iteration 29Q: 3 clusters Score -5511639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5511639.500000 Penalty: 5410.544922
	Iteration 30Q: 3 clusters Score -5511640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5511642.000000 Penalty: 5410.544922
	Iteration 31Q: 3 clusters Score -5511642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5511642.000000 Penalty: 5410.544922
	Iteration 32F: 3 clusters Score -5511642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -137812.031250 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -137812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135491.453125 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -135491.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135874.156250 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -135874.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135979.390625 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -135979.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -136028.421875 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -136028.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136069.406250 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -136069.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -136115.875000 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -136115.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -136140.906250 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -136140.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -136158.765625 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -136158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -136176.078125 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -136176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -136189.437500 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -136189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136195.187500 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -136195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -136204.187500 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -136204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -136213.187500 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -136213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -136221.015625 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -136221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -136227.265625 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -136227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -136230.375000 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -136230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -136234.750000 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -136234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -136237.765625 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -136237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -136238.187500 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -136238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -136240.734375 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -136240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -136243.937500 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -136243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -136246.843750 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -136246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -136248.968750 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -136249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -136251.015625 Penalty: 3612.930908
	Iteration 23Q: 3 clusters Score -136251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136251.500000 Penalty: 3612.930908
	Iteration 24Q: 3 clusters Score -136251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -136252.140625 Penalty: 3612.930908
	Iteration 25Q: 3 clusters Score -136252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -136252.140625 Penalty: 3612.930908
	Iteration 26F: 3 clusters Score -136252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -696098.375000 Penalty: 2199.889648
	Iteration 0F: 2 clusters Score -696098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -690185.062500 Penalty: 4399.779297
	Iteration 0F: 3 clusters Score -690185.1 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -691766.312500 Penalty: 4399.779297
	Iteration 1F: 3 clusters Score -691766.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -692100.687500 Penalty: 4399.779297
	Iteration 2F: 3 clusters Score -692100.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -692368.062500 Penalty: 4399.779297
	Iteration 3F: 3 clusters Score -692368.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -692568.187500 Penalty: 4399.779297
	Iteration 4Q: 3 clusters Score -692568.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -692740.687500 Penalty: 4399.779297
	Iteration 5Q: 3 clusters Score -692740.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -692910.687500 Penalty: 4399.779297
	Iteration 6Q: 3 clusters Score -692910.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -693063.625000 Penalty: 4399.779297
	Iteration 7Q: 3 clusters Score -693063.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -693180.187500 Penalty: 4399.779297
	Iteration 8Q: 3 clusters Score -693180.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -693277.562500 Penalty: 4399.779297
	Iteration 9Q: 3 clusters Score -693277.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -693370.187500 Penalty: 4399.779297
	Iteration 10Q: 3 clusters Score -693370.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -693450.062500 Penalty: 4399.779297
	Iteration 11Q: 3 clusters Score -693450.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -693523.375000 Penalty: 4399.779297
	Iteration 12Q: 3 clusters Score -693523.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -693602.562500 Penalty: 4399.779297
	Iteration 13Q: 3 clusters Score -693602.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -693679.625000 Penalty: 4399.779297
	Iteration 14Q: 3 clusters Score -693679.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -693747.125000 Penalty: 4399.779297
	Iteration 15Q: 3 clusters Score -693747.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -693819.250000 Penalty: 4399.779297
	Iteration 16Q: 3 clusters Score -693819.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -693871.750000 Penalty: 4399.779297
	Iteration 17Q: 3 clusters Score -693871.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -693926.375000 Penalty: 4399.779297
	Iteration 18Q: 3 clusters Score -693926.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -693972.500000 Penalty: 4399.779297
	Iteration 19Q: 3 clusters Score -693972.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -694007.312500 Penalty: 4399.779297
	Iteration 20F: 3 clusters Score -694007.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -694027.562500 Penalty: 4399.779297
	Iteration 21Q: 3 clusters Score -694027.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -694045.500000 Penalty: 4399.779297
	Iteration 22Q: 3 clusters Score -694045.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -694062.375000 Penalty: 4399.779297
	Iteration 23Q: 3 clusters Score -694062.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -694082.437500 Penalty: 4399.779297
	Iteration 24Q: 3 clusters Score -694082.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -694093.125000 Penalty: 4399.779297
	Iteration 25Q: 3 clusters Score -694093.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -694106.125000 Penalty: 4399.779297
	Iteration 26Q: 3 clusters Score -694106.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -694117.937500 Penalty: 4399.779297
	Iteration 27Q: 3 clusters Score -694117.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -694130.625000 Penalty: 4399.779297
	Iteration 28Q: 3 clusters Score -694130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -694137.562500 Penalty: 4399.779297
	Iteration 29Q: 3 clusters Score -694137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -694147.562500 Penalty: 4399.779297
	Iteration 30Q: 3 clusters Score -694147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -694153.312500 Penalty: 4399.779297
	Iteration 31Q: 3 clusters Score -694153.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -694160.500000 Penalty: 4399.779297
	Iteration 32Q: 3 clusters Score -694160.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -694169.687500 Penalty: 4399.779297
	Iteration 33Q: 3 clusters Score -694169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -694176.562500 Penalty: 4399.779297
	Iteration 34Q: 3 clusters Score -694176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -694184.875000 Penalty: 4399.779297
	Iteration 35Q: 3 clusters Score -694184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -694192.375000 Penalty: 4399.779297
	Iteration 36Q: 3 clusters Score -694192.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -694200.000000 Penalty: 4399.779297
	Iteration 37Q: 3 clusters Score -694200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -694206.125000 Penalty: 4399.779297
	Iteration 38Q: 3 clusters Score -694206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -694206.562500 Penalty: 4399.779297
	Iteration 39Q: 3 clusters Score -694206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -694208.937500 Penalty: 4399.779297
	Iteration 40F: 3 clusters Score -694208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -694209.437500 Penalty: 4399.779297
	Iteration 41Q: 3 clusters Score -694209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -694210.562500 Penalty: 4399.779297
	Iteration 42Q: 3 clusters Score -694210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -694210.812500 Penalty: 4399.779297
	Iteration 43Q: 3 clusters Score -694210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -694210.812500 Penalty: 4399.779297
	Iteration 44F: 3 clusters Score -694210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Entering Unmasked Estep 
Score: -886566.812500 Penalty: 2272.927246
	Iteration 0F: 2 clusters Score -886566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -879214.625000 Penalty: 4545.854492
	Iteration 0F: 3 clusters Score -879214.6 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -881299.125000 Penalty: 4545.854492
	Iteration 1F: 3 clusters Score -881299.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -881667.375000 Penalty: 4545.854492
	Iteration 2F: 3 clusters Score -881667.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -881953.750000 Penalty: 4545.854492
	Iteration 3F: 3 clusters Score -881953.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -882190.437500 Penalty: 4545.854492
	Iteration 4Q: 3 clusters Score -882190.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -882395.750000 Penalty: 4545.854492
	Iteration 5Q: 3 clusters Score -882395.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -882595.437500 Penalty: 4545.854492
	Iteration 6Q: 3 clusters Score -882595.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -882780.312500 Penalty: 4545.854492
	Iteration 7Q: 3 clusters Score -882780.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -882945.500000 Penalty: 4545.854492
	Iteration 8Q: 3 clusters Score -882945.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -883135.437500 Penalty: 4545.854492
	Iteration 9Q: 3 clusters Score -883135.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -883350.312500 Penalty: 4545.854492
	Iteration 10Q: 3 clusters Score -883350.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -883549.875000 Penalty: 4545.854492
	Iteration 11Q: 3 clusters Score -883549.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -883741.625000 Penalty: 4545.854492
	Iteration 12Q: 3 clusters Score -883741.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -883941.000000 Penalty: 4545.854492
	Iteration 13Q: 3 clusters Score -883941 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -884097.875000 Penalty: 4545.854492
	Iteration 14Q: 3 clusters Score -884097.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -884253.687500 Penalty: 4545.854492
	Iteration 15Q: 3 clusters Score -884253.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -884425.437500 Penalty: 4545.854492
	Iteration 16Q: 3 clusters Score -884425.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -884607.125000 Penalty: 4545.854492
	Iteration 17Q: 3 clusters Score -884607.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -884778.062500 Penalty: 4545.854492
	Iteration 18Q: 3 clusters Score -884778.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -884951.875000 Penalty: 4545.854492
	Iteration 19Q: 3 clusters Score -884951.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -885124.562500 Penalty: 4545.854492
	Iteration 20F: 3 clusters Score -885124.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -885297.062500 Penalty: 4545.854492
	Iteration 21Q: 3 clusters Score -885297.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -885448.937500 Penalty: 4545.854492
	Iteration 22Q: 3 clusters Score -885448.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -885557.937500 Penalty: 4545.854492
	Iteration 23Q: 3 clusters Score -885557.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -885636.250000 Penalty: 4545.854492
	Iteration 24Q: 3 clusters Score -885636.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -885683.562500 Penalty: 4545.854492
	Iteration 25Q: 3 clusters Score -885683.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -885709.937500 Penalty: 4545.854492
	Iteration 26Q: 3 clusters Score -885709.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -885723.687500 Penalty: 4545.854492
	Iteration 27Q: 3 clusters Score -885723.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -885734.875000 Penalty: 4545.854492
	Iteration 28Q: 3 clusters Score -885734.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -885741.500000 Penalty: 4545.854492
	Iteration 29Q: 3 clusters Score -885741.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -885747.000000 Penalty: 4545.854492
	Iteration 30Q: 3 clusters Score -885747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -885752.937500 Penalty: 4545.854492
	Iteration 31Q: 3 clusters Score -885752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -885754.062500 Penalty: 4545.854492
	Iteration 32Q: 3 clusters Score -885754.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -885758.250000 Penalty: 4545.854492
	Iteration 33Q: 3 clusters Score -885758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -885759.375000 Penalty: 4545.854492
	Iteration 34Q: 3 clusters Score -885759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -885758.812500 Penalty: 4545.854492
	Iteration 35Q: 3 clusters Score -885758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -885759.000000 Penalty: 4545.854492
	Iteration 36Q: 3 clusters Score -885759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -885761.375000 Penalty: 4545.854492
	Iteration 37Q: 3 clusters Score -885761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -885761.187500 Penalty: 4545.854492
	Iteration 38Q: 3 clusters Score -885761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -885761.187500 Penalty: 4545.854492
	Iteration 39Q: 3 clusters Score -885761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -885763.500000 Penalty: 4545.854492
	Iteration 40F: 3 clusters Score -885763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -885761.062500 Penalty: 4545.854492
	Iteration 41Q: 3 clusters Score -885761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -885763.375000 Penalty: 4545.854492
	Iteration 42Q: 3 clusters Score -885763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -885763.812500 Penalty: 4545.854492
	Iteration 43Q: 3 clusters Score -885763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -885765.750000 Penalty: 4545.854492
	Iteration 44Q: 3 clusters Score -885765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -885765.750000 Penalty: 4545.854492
	Iteration 45F: 3 clusters Score -885765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Entering Unmasked Estep 
Score: -4183775.500000 Penalty: 2644.634521
	Iteration 0F: 2 clusters Score -4183776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4155099.750000 Penalty: 5289.269043
	Iteration 0F: 3 clusters Score -4155100 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4165859.750000 Penalty: 5289.269043
	Iteration 1F: 3 clusters Score -4165860 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4166513.250000 Penalty: 5289.269043
	Iteration 2Q: 3 clusters Score -4166513 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4167353.250000 Penalty: 5289.269043
	Iteration 3Q: 3 clusters Score -4167353 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4168481.500000 Penalty: 5289.269043
	Iteration 4F: 3 clusters Score -4168482 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4170024.000000 Penalty: 5289.269043
	Iteration 5F: 3 clusters Score -4170024 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -4171936.000000 Penalty: 5289.269043
	Iteration 6F: 3 clusters Score -4171936 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4174112.500000 Penalty: 5289.269043
	Iteration 7F: 3 clusters Score -4174112 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4176298.000000 Penalty: 5289.269043
	Iteration 8F: 3 clusters Score -4176298 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4178041.000000 Penalty: 5289.269043
	Iteration 9Q: 3 clusters Score -4178041 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4179144.000000 Penalty: 5289.269043
	Iteration 10Q: 3 clusters Score -4179144 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4179851.500000 Penalty: 5289.269043
	Iteration 11Q: 3 clusters Score -4179852 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -4180280.000000 Penalty: 5289.269043
	Iteration 12Q: 3 clusters Score -4180280 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4180539.750000 Penalty: 5289.269043
	Iteration 13Q: 3 clusters Score -4180540 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4180721.750000 Penalty: 5289.269043
	Iteration 14Q: 3 clusters Score -4180722 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4180846.500000 Penalty: 5289.269043
	Iteration 15Q: 3 clusters Score -4180846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4180929.750000 Penalty: 5289.269043
	Iteration 16Q: 3 clusters Score -4180930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4181032.000000 Penalty: 5289.269043
	Iteration 17Q: 3 clusters Score -4181032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -4181071.250000 Penalty: 5289.269043
	Iteration 18Q: 3 clusters Score -4181071 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4181096.750000 Penalty: 5289.269043
	Iteration 19Q: 3 clusters Score -4181097 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4181136.750000 Penalty: 5289.269043
	Iteration 20F: 3 clusters Score -4181137 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4181164.750000 Penalty: 5289.269043
	Iteration 21Q: 3 clusters Score -4181165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4181184.000000 Penalty: 5289.269043
	Iteration 22Q: 3 clusters Score -4181184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -4181225.250000 Penalty: 5289.269043
	Iteration 23Q: 3 clusters Score -4181225 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4181246.500000 Penalty: 5289.269043
	Iteration 24Q: 3 clusters Score -4181246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4181279.500000 Penalty: 5289.269043
	Iteration 25Q: 3 clusters Score -4181280 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4181294.000000 Penalty: 5289.269043
	Iteration 26Q: 3 clusters Score -4181294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4181320.750000 Penalty: 5289.269043
	Iteration 27Q: 3 clusters Score -4181321 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4181351.500000 Penalty: 5289.269043
	Iteration 28Q: 3 clusters Score -4181352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4181378.000000 Penalty: 5289.269043
	Iteration 29Q: 3 clusters Score -4181378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4181360.250000 Penalty: 5289.269043
	Iteration 30Q: 3 clusters Score -4181360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4181386.000000 Penalty: 5289.269043
	Iteration 31Q: 3 clusters Score -4181386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4181404.000000 Penalty: 5289.269043
	Iteration 32Q: 3 clusters Score -4181404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4181419.000000 Penalty: 5289.269043
	Iteration 33Q: 3 clusters Score -4181419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4181425.250000 Penalty: 5289.269043
	Iteration 34Q: 3 clusters Score -4181425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4181431.750000 Penalty: 5289.269043
	Iteration 35Q: 3 clusters Score -4181432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4181437.750000 Penalty: 5289.269043
	Iteration 36Q: 3 clusters Score -4181438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4181447.250000 Penalty: 5289.269043
	Iteration 37Q: 3 clusters Score -4181447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4181445.500000 Penalty: 5289.269043
	Iteration 38Q: 3 clusters Score -4181446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4181463.250000 Penalty: 5289.269043
	Iteration 39Q: 3 clusters Score -4181463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4181484.250000 Penalty: 5289.269043
	Iteration 40F: 3 clusters Score -4181484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4181508.000000 Penalty: 5289.269043
	Iteration 41Q: 3 clusters Score -4181508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4181531.000000 Penalty: 5289.269043
	Iteration 42Q: 3 clusters Score -4181531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4181577.000000 Penalty: 5289.269043
	Iteration 43Q: 3 clusters Score -4181577 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4181609.250000 Penalty: 5289.269043
	Iteration 44Q: 3 clusters Score -4181609 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4181656.750000 Penalty: 5289.269043
	Iteration 45Q: 3 clusters Score -4181657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4181703.500000 Penalty: 5289.269043
	Iteration 46Q: 3 clusters Score -4181704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4181756.000000 Penalty: 5289.269043
	Iteration 47Q: 3 clusters Score -4181756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4181814.250000 Penalty: 5289.269043
	Iteration 48Q: 3 clusters Score -4181814 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4181894.000000 Penalty: 5289.269043
	Iteration 49Q: 3 clusters Score -4181894 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4181983.500000 Penalty: 5289.269043
	Iteration 50Q: 3 clusters Score -4181984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4182056.500000 Penalty: 5289.269043
	Iteration 51Q: 3 clusters Score -4182056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4182107.500000 Penalty: 5289.269043
	Iteration 52Q: 3 clusters Score -4182108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4182170.750000 Penalty: 5289.269043
	Iteration 53Q: 3 clusters Score -4182171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4182215.250000 Penalty: 5289.269043
	Iteration 54Q: 3 clusters Score -4182215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4182247.250000 Penalty: 5289.269043
	Iteration 55Q: 3 clusters Score -4182247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4182286.000000 Penalty: 5289.269043
	Iteration 56Q: 3 clusters Score -4182286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4182294.500000 Penalty: 5289.269043
	Iteration 57Q: 3 clusters Score -4182294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4182321.250000 Penalty: 5289.269043
	Iteration 58Q: 3 clusters Score -4182321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4182341.000000 Penalty: 5289.269043
	Iteration 59Q: 3 clusters Score -4182341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4182345.500000 Penalty: 5289.269043
	Iteration 60F: 3 clusters Score -4182346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4182353.250000 Penalty: 5289.269043
	Iteration 61Q: 3 clusters Score -4182353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4182360.750000 Penalty: 5289.269043
	Iteration 62Q: 3 clusters Score -4182361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4182370.000000 Penalty: 5289.269043
	Iteration 63Q: 3 clusters Score -4182370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4182364.000000 Penalty: 5289.269043
	Iteration 64Q: 3 clusters Score -4182364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4182361.500000 Penalty: 5289.269043
	Iteration 65Q: 3 clusters Score -4182362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4182360.250000 Penalty: 5289.269043
	Iteration 66Q: 3 clusters Score -4182360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4182365.750000 Penalty: 5289.269043
	Iteration 67Q: 3 clusters Score -4182366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4182370.750000 Penalty: 5289.269043
	Iteration 68Q: 3 clusters Score -4182371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4182372.500000 Penalty: 5289.269043
	Iteration 69Q: 3 clusters Score -4182372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4182372.250000 Penalty: 5289.269043
	Iteration 70Q: 3 clusters Score -4182372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4182384.000000 Penalty: 5289.269043
	Iteration 71Q: 3 clusters Score -4182384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4182384.250000 Penalty: 5289.269043
	Iteration 72Q: 3 clusters Score -4182384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4182384.500000 Penalty: 5289.269043
	Iteration 73Q: 3 clusters Score -4182384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4182391.000000 Penalty: 5289.269043
	Iteration 74Q: 3 clusters Score -4182391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4182396.750000 Penalty: 5289.269043
	Iteration 75Q: 3 clusters Score -4182397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4182388.250000 Penalty: 5289.269043
	Iteration 76Q: 3 clusters Score -4182388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4182390.000000 Penalty: 5289.269043
	Iteration 77Q: 3 clusters Score -4182390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4182394.250000 Penalty: 5289.269043
	Iteration 78Q: 3 clusters Score -4182394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4182399.250000 Penalty: 5289.269043
	Iteration 79Q: 3 clusters Score -4182399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4182399.000000 Penalty: 5289.269043
	Iteration 80F: 3 clusters Score -4182399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4182401.500000 Penalty: 5289.269043
	Iteration 81Q: 3 clusters Score -4182402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4182403.250000 Penalty: 5289.269043
	Iteration 82Q: 3 clusters Score -4182403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4182404.500000 Penalty: 5289.269043
	Iteration 83Q: 3 clusters Score -4182404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4182403.000000 Penalty: 5289.269043
	Iteration 84Q: 3 clusters Score -4182403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4182404.500000 Penalty: 5289.269043
	Iteration 85Q: 3 clusters Score -4182404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4182406.500000 Penalty: 5289.269043
	Iteration 86Q: 3 clusters Score -4182406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4182405.250000 Penalty: 5289.269043
	Iteration 87Q: 3 clusters Score -4182405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4182405.000000 Penalty: 5289.269043
	Iteration 88Q: 3 clusters Score -4182405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4182407.500000 Penalty: 5289.269043
	Iteration 89Q: 3 clusters Score -4182408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4182408.750000 Penalty: 5289.269043
	Iteration 90Q: 3 clusters Score -4182409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4182411.750000 Penalty: 5289.269043
	Iteration 91Q: 3 clusters Score -4182412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4182411.750000 Penalty: 5289.269043
	Iteration 92Q: 3 clusters Score -4182412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4182409.500000 Penalty: 5289.269043
	Iteration 93Q: 3 clusters Score -4182410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4182409.500000 Penalty: 5289.269043
	Iteration 94F: 3 clusters Score -4182410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -190618.656250 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -190618.7 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 1096 members 
Entering Unmasked Estep 
Score: -187873.765625 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -187873.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -188458.953125 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -188459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -188728.843750 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -188728.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188937.140625 Penalty: 3815.288330
	Iteration 3F: 3 clusters Score -188937.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -189105.515625 Penalty: 3815.288330
	Iteration 4F: 3 clusters Score -189105.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -189238.343750 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -189238.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -189355.671875 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -189355.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -189447.312500 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -189447.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -189513.406250 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -189513.4 nChanged 52
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: -189574.265625 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -189574.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -189654.125000 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -189654.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -189766.718750 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -189766.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -189875.046875 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -189875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -189955.453125 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -189955.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190021.453125 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -190021.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -190071.171875 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -190071.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -190157.328125 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -190157.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190234.484375 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -190234.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190293.562500 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -190293.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190326.656250 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -190326.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -190346.718750 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -190346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -190359.828125 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -190359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -190367.078125 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -190367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -190371.156250 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -190371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -190375.000000 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -190375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -190375.000000 Penalty: 3815.288330
	Iteration 25F: 3 clusters Score -190375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -530354.062500 Penalty: 2146.493164
	Iteration 0F: 2 clusters Score -530354.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -525335.875000 Penalty: 4292.986328
	Iteration 0F: 3 clusters Score -525335.9 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -526632.875000 Penalty: 4292.986328
	Iteration 1F: 3 clusters Score -526632.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -526969.125000 Penalty: 4292.986328
	Iteration 2F: 3 clusters Score -526969.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -527225.437500 Penalty: 4292.986328
	Iteration 3F: 3 clusters Score -527225.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -527480.500000 Penalty: 4292.986328
	Iteration 4F: 3 clusters Score -527480.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -527732.687500 Penalty: 4292.986328
	Iteration 5F: 3 clusters Score -527732.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -528043.312500 Penalty: 4292.986328
	Iteration 6Q: 3 clusters Score -528043.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -528460.437500 Penalty: 4292.986328
	Iteration 7F: 3 clusters Score -528460.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -528860.625000 Penalty: 4292.986328
	Iteration 8F: 3 clusters Score -528860.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -529233.812500 Penalty: 4292.986328
	Iteration 9F: 3 clusters Score -529233.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -529511.250000 Penalty: 4292.986328
	Iteration 10Q: 3 clusters Score -529511.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -529661.125000 Penalty: 4292.986328
	Iteration 11Q: 3 clusters Score -529661.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -529757.875000 Penalty: 4292.986328
	Iteration 12Q: 3 clusters Score -529757.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -529821.250000 Penalty: 4292.986328
	Iteration 13Q: 3 clusters Score -529821.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -529868.062500 Penalty: 4292.986328
	Iteration 14Q: 3 clusters Score -529868.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -529900.562500 Penalty: 4292.986328
	Iteration 15Q: 3 clusters Score -529900.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -529934.312500 Penalty: 4292.986328
	Iteration 16Q: 3 clusters Score -529934.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -529962.687500 Penalty: 4292.986328
	Iteration 17Q: 3 clusters Score -529962.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -529990.125000 Penalty: 4292.986328
	Iteration 18Q: 3 clusters Score -529990.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -530027.812500 Penalty: 4292.986328
	Iteration 19Q: 3 clusters Score -530027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -530058.562500 Penalty: 4292.986328
	Iteration 20F: 3 clusters Score -530058.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -530087.812500 Penalty: 4292.986328
	Iteration 21Q: 3 clusters Score -530087.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -530115.312500 Penalty: 4292.986328
	Iteration 22Q: 3 clusters Score -530115.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -530143.375000 Penalty: 4292.986328
	Iteration 23Q: 3 clusters Score -530143.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -530156.250000 Penalty: 4292.986328
	Iteration 24Q: 3 clusters Score -530156.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -530165.812500 Penalty: 4292.986328
	Iteration 25Q: 3 clusters Score -530165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -530170.750000 Penalty: 4292.986328
	Iteration 26Q: 3 clusters Score -530170.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -530173.062500 Penalty: 4292.986328
	Iteration 27Q: 3 clusters Score -530173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -530175.687500 Penalty: 4292.986328
	Iteration 28Q: 3 clusters Score -530175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -530181.000000 Penalty: 4292.986328
	Iteration 29Q: 3 clusters Score -530181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -530188.937500 Penalty: 4292.986328
	Iteration 30Q: 3 clusters Score -530188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -530197.125000 Penalty: 4292.986328
	Iteration 31Q: 3 clusters Score -530197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -530201.812500 Penalty: 4292.986328
	Iteration 32Q: 3 clusters Score -530201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -530202.937500 Penalty: 4292.986328
	Iteration 33Q: 3 clusters Score -530202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -530203.937500 Penalty: 4292.986328
	Iteration 34Q: 3 clusters Score -530203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -530204.000000 Penalty: 4292.986328
	Iteration 35Q: 3 clusters Score -530204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -530206.937500 Penalty: 4292.986328
	Iteration 36Q: 3 clusters Score -530206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -530206.562500 Penalty: 4292.986328
	Iteration 37Q: 3 clusters Score -530206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -530208.375000 Penalty: 4292.986328
	Iteration 38Q: 3 clusters Score -530208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -530208.062500 Penalty: 4292.986328
	Iteration 39Q: 3 clusters Score -530208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -530207.562500 Penalty: 4292.986328
	Iteration 40F: 3 clusters Score -530207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -530209.750000 Penalty: 4292.986328
	Iteration 41Q: 3 clusters Score -530209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -530209.812500 Penalty: 4292.986328
	Iteration 42Q: 3 clusters Score -530209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -530209.375000 Penalty: 4292.986328
	Iteration 43Q: 3 clusters Score -530209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -530210.062500 Penalty: 4292.986328
	Iteration 44Q: 3 clusters Score -530210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -530210.062500 Penalty: 4292.986328
	Iteration 45F: 3 clusters Score -530210.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -464992.781250 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -464992.8 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 2552 members 
Entering Unmasked Estep 
Score: -460447.218750 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -460447.2 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -461605.843750 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -461605.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -461879.531250 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -461879.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -462048.062500 Penalty: 4222.838379
	Iteration 3F: 3 clusters Score -462048.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -462182.937500 Penalty: 4222.838379
	Iteration 4Q: 3 clusters Score -462182.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -462296.500000 Penalty: 4222.838379
	Iteration 5Q: 3 clusters Score -462296.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -462391.187500 Penalty: 4222.838379
	Iteration 6Q: 3 clusters Score -462391.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -462491.875000 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -462491.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -462590.687500 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -462590.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -462686.843750 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -462686.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -462787.625000 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -462787.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -462878.093750 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -462878.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -462949.375000 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -462949.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -462994.125000 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -462994.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -463033.781250 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -463033.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -463053.750000 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -463053.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -463071.812500 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -463071.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -463091.062500 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -463091.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -463114.125000 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -463114.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -463134.843750 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -463134.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -463155.406250 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -463155.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -463180.625000 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -463180.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -463206.000000 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -463206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -463233.406250 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -463233.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -463257.468750 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -463257.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -463279.281250 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -463279.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -463302.031250 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -463302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -463332.031250 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -463332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -463358.812500 Penalty: 4222.838379
	Iteration 28Q: 3 clusters Score -463358.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -463389.625000 Penalty: 4222.838379
	Iteration 29Q: 3 clusters Score -463389.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -463432.406250 Penalty: 4222.838379
	Iteration 30Q: 3 clusters Score -463432.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -463489.875000 Penalty: 4222.838379
	Iteration 31Q: 3 clusters Score -463489.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -463546.562500 Penalty: 4222.838379
	Iteration 32Q: 3 clusters Score -463546.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -463604.250000 Penalty: 4222.838379
	Iteration 33Q: 3 clusters Score -463604.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -463671.656250 Penalty: 4222.838379
	Iteration 34Q: 3 clusters Score -463671.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -463752.312500 Penalty: 4222.838379
	Iteration 35Q: 3 clusters Score -463752.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -463816.093750 Penalty: 4222.838379
	Iteration 36Q: 3 clusters Score -463816.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -463866.843750 Penalty: 4222.838379
	Iteration 37Q: 3 clusters Score -463866.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -463896.875000 Penalty: 4222.838379
	Iteration 38Q: 3 clusters Score -463896.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -463912.875000 Penalty: 4222.838379
	Iteration 39Q: 3 clusters Score -463912.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -463931.843750 Penalty: 4222.838379
	Iteration 40F: 3 clusters Score -463931.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -463942.281250 Penalty: 4222.838379
	Iteration 41Q: 3 clusters Score -463942.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -463950.750000 Penalty: 4222.838379
	Iteration 42Q: 3 clusters Score -463950.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -463957.250000 Penalty: 4222.838379
	Iteration 43Q: 3 clusters Score -463957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -463962.281250 Penalty: 4222.838379
	Iteration 44Q: 3 clusters Score -463962.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -463967.281250 Penalty: 4222.838379
	Iteration 45Q: 3 clusters Score -463967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -463968.875000 Penalty: 4222.838379
	Iteration 46Q: 3 clusters Score -463968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -463971.156250 Penalty: 4222.838379
	Iteration 47Q: 3 clusters Score -463971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -463971.968750 Penalty: 4222.838379
	Iteration 48Q: 3 clusters Score -463972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -463973.843750 Penalty: 4222.838379
	Iteration 49Q: 3 clusters Score -463973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -463977.687500 Penalty: 4222.838379
	Iteration 50Q: 3 clusters Score -463977.7 nChanged 7
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: -463979.500000 Penalty: 4222.838379
	Iteration 51Q: 3 clusters Score -463979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -463981.562500 Penalty: 4222.838379
	Iteration 52Q: 3 clusters Score -463981.6 nChanged 1
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: -463981.343750 Penalty: 4222.838379
	Iteration 53Q: 3 clusters Score -463981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -463981.750000 Penalty: 4222.838379
	Iteration 54Q: 3 clusters Score -463981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -463982.031250 Penalty: 4222.838379
	Iteration 55Q: 3 clusters Score -463982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -463982.312500 Penalty: 4222.838379
	Iteration 56Q: 3 clusters Score -463982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -463984.843750 Penalty: 4222.838379
	Iteration 57Q: 3 clusters Score -463984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -463984.468750 Penalty: 4222.838379
	Iteration 58Q: 3 clusters Score -463984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -463984.468750 Penalty: 4222.838379
	Iteration 59F: 3 clusters Score -463984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Entering Unmasked Estep 
Score: -9916498.000000 Penalty: 2859.970703
	Iteration 0F: 2 clusters Score -9916498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -9847987.000000 Penalty: 5719.941406
	Iteration 0F: 3 clusters Score -9847987 nChanged 48337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -9876869.000000 Penalty: 5719.941406
	Iteration 1F: 3 clusters Score -9876869 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -9878975.000000 Penalty: 5719.941406
	Iteration 2Q: 3 clusters Score -9878975 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -9882090.000000 Penalty: 5719.941406
	Iteration 3F: 3 clusters Score -9882090 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -9886240.000000 Penalty: 5719.941406
	Iteration 4F: 3 clusters Score -9886240 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -9890438.000000 Penalty: 5719.941406
	Iteration 5F: 3 clusters Score -9890438 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -9893866.000000 Penalty: 5719.941406
	Iteration 6F: 3 clusters Score -9893866 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -9896044.000000 Penalty: 5719.941406
	Iteration 7F: 3 clusters Score -9896044 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -9897469.000000 Penalty: 5719.941406
	Iteration 8Q: 3 clusters Score -9897469 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -9898156.000000 Penalty: 5719.941406
	Iteration 9Q: 3 clusters Score -9898156 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -9898665.000000 Penalty: 5719.941406
	Iteration 10Q: 3 clusters Score -9898665 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -9899098.000000 Penalty: 5719.941406
	Iteration 11Q: 3 clusters Score -9899098 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -9899525.000000 Penalty: 5719.941406
	Iteration 12Q: 3 clusters Score -9899525 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -9900075.000000 Penalty: 5719.941406
	Iteration 13Q: 3 clusters Score -9900075 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -9900515.000000 Penalty: 5719.941406
	Iteration 14Q: 3 clusters Score -9900515 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -9900997.000000 Penalty: 5719.941406
	Iteration 15Q: 3 clusters Score -9900997 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -9901450.000000 Penalty: 5719.941406
	Iteration 16Q: 3 clusters Score -9901450 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -9901737.000000 Penalty: 5719.941406
	Iteration 17Q: 3 clusters Score -9901737 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -9901969.000000 Penalty: 5719.941406
	Iteration 18Q: 3 clusters Score -9901969 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -9902135.000000 Penalty: 5719.941406
	Iteration 19Q: 3 clusters Score -9902135 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -9902220.000000 Penalty: 5719.941406
	Iteration 20F: 3 clusters Score -9902220 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -9902380.000000 Penalty: 5719.941406
	Iteration 21Q: 3 clusters Score -9902380 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -9902525.000000 Penalty: 5719.941406
	Iteration 22Q: 3 clusters Score -9902525 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -9902631.000000 Penalty: 5719.941406
	Iteration 23Q: 3 clusters Score -9902631 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -9902741.000000 Penalty: 5719.941406
	Iteration 24Q: 3 clusters Score -9902741 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -9902824.000000 Penalty: 5719.941406
	Iteration 25Q: 3 clusters Score -9902824 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -9902894.000000 Penalty: 5719.941406
	Iteration 26Q: 3 clusters Score -9902894 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -9902999.000000 Penalty: 5719.941406
	Iteration 27Q: 3 clusters Score -9902999 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -9903054.000000 Penalty: 5719.941406
	Iteration 28Q: 3 clusters Score -9903054 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -9903128.000000 Penalty: 5719.941406
	Iteration 29Q: 3 clusters Score -9903128 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -9903249.000000 Penalty: 5719.941406
	Iteration 30Q: 3 clusters Score -9903249 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -9903397.000000 Penalty: 5719.941406
	Iteration 31Q: 3 clusters Score -9903397 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -9903554.000000 Penalty: 5719.941406
	Iteration 32Q: 3 clusters Score -9903554 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -9903757.000000 Penalty: 5719.941406
	Iteration 33Q: 3 clusters Score -9903757 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -9903947.000000 Penalty: 5719.941406
	Iteration 34Q: 3 clusters Score -9903947 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -9904128.000000 Penalty: 5719.941406
	Iteration 35Q: 3 clusters Score -9904128 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -9904376.000000 Penalty: 5719.941406
	Iteration 36Q: 3 clusters Score -9904376 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -9904621.000000 Penalty: 5719.941406
	Iteration 37Q: 3 clusters Score -9904621 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -9904934.000000 Penalty: 5719.941406
	Iteration 38Q: 3 clusters Score -9904934 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -9905235.000000 Penalty: 5719.941406
	Iteration 39Q: 3 clusters Score -9905235 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -9905523.000000 Penalty: 5719.941406
	Iteration 40F: 3 clusters Score -9905523 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -9905819.000000 Penalty: 5719.941406
	Iteration 41Q: 3 clusters Score -9905819 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -9906143.000000 Penalty: 5719.941406
	Iteration 42Q: 3 clusters Score -9906143 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -9906352.000000 Penalty: 5719.941406
	Iteration 43Q: 3 clusters Score -9906352 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -9906677.000000 Penalty: 5719.941406
	Iteration 44Q: 3 clusters Score -9906677 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -9906924.000000 Penalty: 5719.941406
	Iteration 45Q: 3 clusters Score -9906924 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -9907248.000000 Penalty: 5719.941406
	Iteration 46Q: 3 clusters Score -9907248 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -9907572.000000 Penalty: 5719.941406
	Iteration 47Q: 3 clusters Score -9907572 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -9907929.000000 Penalty: 5719.941406
	Iteration 48Q: 3 clusters Score -9907929 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -9908319.000000 Penalty: 5719.941406
	Iteration 49Q: 3 clusters Score -9908319 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -9908742.000000 Penalty: 5719.941406
	Iteration 50Q: 3 clusters Score -9908742 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -9909118.000000 Penalty: 5719.941406
	Iteration 51Q: 3 clusters Score -9909118 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -9909494.000000 Penalty: 5719.941406
	Iteration 52Q: 3 clusters Score -9909494 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -9909869.000000 Penalty: 5719.941406
	Iteration 53Q: 3 clusters Score -9909869 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -9910269.000000 Penalty: 5719.941406
	Iteration 54Q: 3 clusters Score -9910269 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -9910599.000000 Penalty: 5719.941406
	Iteration 55Q: 3 clusters Score -9910599 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -9910949.000000 Penalty: 5719.941406
	Iteration 56Q: 3 clusters Score -9910949 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -9911343.000000 Penalty: 5719.941406
	Iteration 57Q: 3 clusters Score -9911343 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -9911750.000000 Penalty: 5719.941406
	Iteration 58Q: 3 clusters Score -9911750 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -9912058.000000 Penalty: 5719.941406
	Iteration 59Q: 3 clusters Score -9912058 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -9912377.000000 Penalty: 5719.941406
	Iteration 60F: 3 clusters Score -9912377 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -9912615.000000 Penalty: 5719.941406
	Iteration 61Q: 3 clusters Score -9912615 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -9912846.000000 Penalty: 5719.941406
	Iteration 62Q: 3 clusters Score -9912846 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -9913056.000000 Penalty: 5719.941406
	Iteration 63Q: 3 clusters Score -9913056 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -9913324.000000 Penalty: 5719.941406
	Iteration 64Q: 3 clusters Score -9913324 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -9913465.000000 Penalty: 5719.941406
	Iteration 65Q: 3 clusters Score -9913465 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -9913611.000000 Penalty: 5719.941406
	Iteration 66Q: 3 clusters Score -9913611 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -9913728.000000 Penalty: 5719.941406
	Iteration 67Q: 3 clusters Score -9913728 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 99604 members 
Entering Unmasked Estep 
Score: -9913795.000000 Penalty: 5719.941406
	Iteration 68Q: 3 clusters Score -9913795 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -9913847.000000 Penalty: 5719.941406
	Iteration 69Q: 3 clusters Score -9913847 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -9913932.000000 Penalty: 5719.941406
	Iteration 70Q: 3 clusters Score -9913932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -9913985.000000 Penalty: 5719.941406
	Iteration 71Q: 3 clusters Score -9913985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -9914005.000000 Penalty: 5719.941406
	Iteration 72Q: 3 clusters Score -9914005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -9914006.000000 Penalty: 5719.941406
	Iteration 73Q: 3 clusters Score -9914006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -9914045.000000 Penalty: 5719.941406
	Iteration 74Q: 3 clusters Score -9914045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -9914056.000000 Penalty: 5719.941406
	Iteration 75Q: 3 clusters Score -9914056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -9914088.000000 Penalty: 5719.941406
	Iteration 76Q: 3 clusters Score -9914088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -9914112.000000 Penalty: 5719.941406
	Iteration 77Q: 3 clusters Score -9914112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -9914119.000000 Penalty: 5719.941406
	Iteration 78Q: 3 clusters Score -9914119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -9914114.000000 Penalty: 5719.941406
	Iteration 79Q: 3 clusters Score -9914114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -9914139.000000 Penalty: 5719.941406
	Iteration 80F: 3 clusters Score -9914139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -9914168.000000 Penalty: 5719.941406
	Iteration 81Q: 3 clusters Score -9914168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -9914177.000000 Penalty: 5719.941406
	Iteration 82Q: 3 clusters Score -9914177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -9914177.000000 Penalty: 5719.941406
	Iteration 83Q: 3 clusters Score -9914177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -9914190.000000 Penalty: 5719.941406
	Iteration 84Q: 3 clusters Score -9914190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -9914186.000000 Penalty: 5719.941406
	Iteration 85Q: 3 clusters Score -9914186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -9914179.000000 Penalty: 5719.941406
	Iteration 86Q: 3 clusters Score -9914179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -9914172.000000 Penalty: 5719.941406
	Iteration 87Q: 3 clusters Score -9914172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -9914189.000000 Penalty: 5719.941406
	Iteration 88Q: 3 clusters Score -9914189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -9914183.000000 Penalty: 5719.941406
	Iteration 89Q: 3 clusters Score -9914183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 100612 members 
Entering Unmasked Estep 
Score: -9914195.000000 Penalty: 5719.941406
	Iteration 90Q: 3 clusters Score -9914195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -9914207.000000 Penalty: 5719.941406
	Iteration 91Q: 3 clusters Score -9914207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -9914225.000000 Penalty: 5719.941406
	Iteration 92Q: 3 clusters Score -9914225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -9914226.000000 Penalty: 5719.941406
	Iteration 93Q: 3 clusters Score -9914226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -9914220.000000 Penalty: 5719.941406
	Iteration 94Q: 3 clusters Score -9914220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -9914220.000000 Penalty: 5719.941406
	Iteration 95Q: 3 clusters Score -9914220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -9914221.000000 Penalty: 5719.941406
	Iteration 96Q: 3 clusters Score -9914221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -9914222.000000 Penalty: 5719.941406
	Iteration 97Q: 3 clusters Score -9914222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -9914214.000000 Penalty: 5719.941406
	Iteration 98Q: 3 clusters Score -9914214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -9914224.000000 Penalty: 5719.941406
	Iteration 99Q: 3 clusters Score -9914224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -9914226.000000 Penalty: 5719.941406
	Iteration 100F: 3 clusters Score -9914226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -430416.562500 Penalty: 2093.625488
	Iteration 0F: 2 clusters Score -430416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -426125.437500 Penalty: 4187.250977
	Iteration 0F: 3 clusters Score -426125.4 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -427348.375000 Penalty: 4187.250977
	Iteration 1F: 3 clusters Score -427348.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -427911.562500 Penalty: 4187.250977
	Iteration 2F: 3 clusters Score -427911.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -428500.093750 Penalty: 4187.250977
	Iteration 3F: 3 clusters Score -428500.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -428945.062500 Penalty: 4187.250977
	Iteration 4F: 3 clusters Score -428945.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429242.593750 Penalty: 4187.250977
	Iteration 5F: 3 clusters Score -429242.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -429394.781250 Penalty: 4187.250977
	Iteration 6Q: 3 clusters Score -429394.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -429505.343750 Penalty: 4187.250977
	Iteration 7Q: 3 clusters Score -429505.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -429567.218750 Penalty: 4187.250977
	Iteration 8Q: 3 clusters Score -429567.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -429612.468750 Penalty: 4187.250977
	Iteration 9Q: 3 clusters Score -429612.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -429655.531250 Penalty: 4187.250977
	Iteration 10Q: 3 clusters Score -429655.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -429697.281250 Penalty: 4187.250977
	Iteration 11Q: 3 clusters Score -429697.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -429730.562500 Penalty: 4187.250977
	Iteration 12Q: 3 clusters Score -429730.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -429751.593750 Penalty: 4187.250977
	Iteration 13Q: 3 clusters Score -429751.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -429768.156250 Penalty: 4187.250977
	Iteration 14Q: 3 clusters Score -429768.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -429785.343750 Penalty: 4187.250977
	Iteration 15Q: 3 clusters Score -429785.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -429795.062500 Penalty: 4187.250977
	Iteration 16Q: 3 clusters Score -429795.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -429804.937500 Penalty: 4187.250977
	Iteration 17Q: 3 clusters Score -429804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -429815.156250 Penalty: 4187.250977
	Iteration 18Q: 3 clusters Score -429815.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -429825.843750 Penalty: 4187.250977
	Iteration 19Q: 3 clusters Score -429825.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -429833.593750 Penalty: 4187.250977
	Iteration 20F: 3 clusters Score -429833.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -429844.781250 Penalty: 4187.250977
	Iteration 21Q: 3 clusters Score -429844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -429848.937500 Penalty: 4187.250977
	Iteration 22Q: 3 clusters Score -429848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -429849.687500 Penalty: 4187.250977
	Iteration 23Q: 3 clusters Score -429849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -429850.250000 Penalty: 4187.250977
	Iteration 24Q: 3 clusters Score -429850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -429850.250000 Penalty: 4187.250977
	Iteration 25F: 3 clusters Score -429850.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -399333.593750 Penalty: 2074.628906
	Iteration 0F: 2 clusters Score -399333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -395330.531250 Penalty: 4149.257812
	Iteration 0F: 3 clusters Score -395330.5 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -396297.718750 Penalty: 4149.257812
	Iteration 1F: 3 clusters Score -396297.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -396509.906250 Penalty: 4149.257812
	Iteration 2F: 3 clusters Score -396509.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -396652.031250 Penalty: 4149.257812
	Iteration 3Q: 3 clusters Score -396652 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -396774.375000 Penalty: 4149.257812
	Iteration 4Q: 3 clusters Score -396774.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -396897.406250 Penalty: 4149.257812
	Iteration 5Q: 3 clusters Score -396897.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -397049.687500 Penalty: 4149.257812
	Iteration 6Q: 3 clusters Score -397049.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -397223.218750 Penalty: 4149.257812
	Iteration 7Q: 3 clusters Score -397223.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -397390.625000 Penalty: 4149.257812
	Iteration 8Q: 3 clusters Score -397390.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -397588.031250 Penalty: 4149.257812
	Iteration 9Q: 3 clusters Score -397588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -397755.562500 Penalty: 4149.257812
	Iteration 10Q: 3 clusters Score -397755.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -397853.531250 Penalty: 4149.257812
	Iteration 11Q: 3 clusters Score -397853.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -397913.437500 Penalty: 4149.257812
	Iteration 12Q: 3 clusters Score -397913.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -397950.656250 Penalty: 4149.257812
	Iteration 13Q: 3 clusters Score -397950.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -397972.062500 Penalty: 4149.257812
	Iteration 14Q: 3 clusters Score -397972.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -397983.718750 Penalty: 4149.257812
	Iteration 15Q: 3 clusters Score -397983.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -397991.875000 Penalty: 4149.257812
	Iteration 16Q: 3 clusters Score -397991.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -398001.187500 Penalty: 4149.257812
	Iteration 17Q: 3 clusters Score -398001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -398007.125000 Penalty: 4149.257812
	Iteration 18Q: 3 clusters Score -398007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -398012.468750 Penalty: 4149.257812
	Iteration 19Q: 3 clusters Score -398012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -398020.031250 Penalty: 4149.257812
	Iteration 20F: 3 clusters Score -398020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -398022.437500 Penalty: 4149.257812
	Iteration 21Q: 3 clusters Score -398022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -398023.500000 Penalty: 4149.257812
	Iteration 22Q: 3 clusters Score -398023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -398024.093750 Penalty: 4149.257812
	Iteration 23Q: 3 clusters Score -398024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -398025.281250 Penalty: 4149.257812
	Iteration 24Q: 3 clusters Score -398025.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -398024.375000 Penalty: 4149.257812
	Iteration 25Q: 3 clusters Score -398024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -398024.375000 Penalty: 4149.257812
	Iteration 26F: 3 clusters Score -398024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -468010.031250 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -468010 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 2273 members 
Entering Unmasked Estep 
Score: -463748.250000 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -463748.2 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -464695.687500 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -464695.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -464884.906250 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -464884.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -465004.968750 Penalty: 4180.359375
	Iteration 3Q: 3 clusters Score -465005 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -465112.843750 Penalty: 4180.359375
	Iteration 4Q: 3 clusters Score -465112.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -465167.968750 Penalty: 4180.359375
	Iteration 5Q: 3 clusters Score -465168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -465203.437500 Penalty: 4180.359375
	Iteration 6Q: 3 clusters Score -465203.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -465229.437500 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -465229.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -465248.250000 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -465248.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -465262.875000 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -465262.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -465270.906250 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -465270.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -465275.968750 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -465276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -465280.343750 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -465280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -465283.312500 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -465283.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -465286.062500 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -465286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -465288.750000 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -465288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -465291.593750 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -465291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -465293.906250 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -465293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -465297.125000 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -465297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -465298.406250 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -465298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -465302.937500 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -465302.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -465309.093750 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -465309.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -465311.031250 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -465311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -465314.906250 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -465314.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -465318.187500 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -465318.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -465321.531250 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -465321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -465325.218750 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -465325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -465327.187500 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -465327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -465331.125000 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -465331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -465330.968750 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -465331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -465333.312500 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -465333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -465333.687500 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -465333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -465333.343750 Penalty: 4180.359375
	Iteration 32Q: 3 clusters Score -465333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -465333.343750 Penalty: 4180.359375
	Iteration 33F: 3 clusters Score -465333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -638558.562500 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -638558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -633049.750000 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -633049.8 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -634481.625000 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -634481.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -634738.312500 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -634738.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -634922.812500 Penalty: 4358.839355
	Iteration 3F: 3 clusters Score -634922.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -635088.937500 Penalty: 4358.839355
	Iteration 4Q: 3 clusters Score -635088.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -635216.625000 Penalty: 4358.839355
	Iteration 5Q: 3 clusters Score -635216.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -635347.875000 Penalty: 4358.839355
	Iteration 6Q: 3 clusters Score -635347.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -635464.625000 Penalty: 4358.839355
	Iteration 7Q: 3 clusters Score -635464.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -635563.500000 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -635563.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -635648.625000 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -635648.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -635751.125000 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -635751.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -635859.437500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -635859.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -635960.500000 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -635960.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -636057.062500 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -636057.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -636117.562500 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -636117.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -636172.500000 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -636172.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -636225.000000 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -636225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -636261.562500 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -636261.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -636288.062500 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -636288.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -636314.562500 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -636314.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -636327.500000 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -636327.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -636337.875000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -636337.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -636353.000000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -636353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -636370.062500 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -636370.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -636386.250000 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -636386.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -636400.875000 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -636400.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -636412.500000 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -636412.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -636422.687500 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -636422.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -636430.937500 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -636430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -636433.437500 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -636433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -636437.250000 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -636437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -636438.875000 Penalty: 4358.839355
	Iteration 31Q: 3 clusters Score -636438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -636439.937500 Penalty: 4358.839355
	Iteration 32Q: 3 clusters Score -636439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -636439.687500 Penalty: 4358.839355
	Iteration 33Q: 3 clusters Score -636439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -636442.437500 Penalty: 4358.839355
	Iteration 34Q: 3 clusters Score -636442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -636443.875000 Penalty: 4358.839355
	Iteration 35Q: 3 clusters Score -636443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -636444.187500 Penalty: 4358.839355
	Iteration 36Q: 3 clusters Score -636444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -636444.500000 Penalty: 4358.839355
	Iteration 37Q: 3 clusters Score -636444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -636445.437500 Penalty: 4358.839355
	Iteration 38Q: 3 clusters Score -636445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -636445.437500 Penalty: 4358.839355
	Iteration 39F: 3 clusters Score -636445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -332124.125000 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -332124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -328492.687500 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -328492.7 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -329301.625000 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -329301.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -329492.343750 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -329492.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -329643.625000 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -329643.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -329745.062500 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -329745.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -329818.906250 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -329818.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -329879.906250 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -329879.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -329934.593750 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -329934.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -329983.812500 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -329983.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -330018.687500 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -330018.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -330059.593750 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -330059.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -330093.312500 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -330093.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -330121.406250 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -330121.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -330149.437500 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -330149.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330181.500000 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -330181.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330220.218750 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -330220.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330254.468750 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -330254.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330280.562500 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -330280.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330295.062500 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -330295.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -330313.031250 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -330313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330335.531250 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -330335.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -330354.187500 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -330354.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -330376.875000 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -330376.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330398.812500 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -330398.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -330417.031250 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -330417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330428.812500 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -330428.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -330439.781250 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -330439.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -330450.625000 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -330450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330463.750000 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -330463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330473.187500 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -330473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330480.500000 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -330480.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330487.875000 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -330487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330494.218750 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -330494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330495.000000 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -330495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330496.843750 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -330496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330496.625000 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -330496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330496.625000 Penalty: 4056.187012
	Iteration 36F: 3 clusters Score -330496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -206002.281250 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -206002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -203048.343750 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -203048.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -203874.203125 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -203874.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -204448.140625 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -204448.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -204923.593750 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -204923.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -205284.484375 Penalty: 3900.752197
	Iteration 4F: 3 clusters Score -205284.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205456.984375 Penalty: 3900.752197
	Iteration 5F: 3 clusters Score -205457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -205542.515625 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -205542.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -205595.250000 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -205595.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -205624.984375 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -205625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -205640.859375 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -205640.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205657.625000 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -205657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -205674.890625 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -205674.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -205687.062500 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -205687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205693.937500 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -205693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -205700.640625 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -205700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -205705.140625 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -205705.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -205710.484375 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -205710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -205713.140625 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -205713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -205718.765625 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -205718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -205722.109375 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -205722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -205722.562500 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -205722.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -592846.875000 Penalty: 2153.689453
	Iteration 0F: 2 clusters Score -592846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -587764.750000 Penalty: 4307.378906
	Iteration 0F: 3 clusters Score -587764.8 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -589169.375000 Penalty: 4307.378906
	Iteration 1F: 3 clusters Score -589169.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -589460.562500 Penalty: 4307.378906
	Iteration 2F: 3 clusters Score -589460.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -589657.062500 Penalty: 4307.378906
	Iteration 3F: 3 clusters Score -589657.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -589830.812500 Penalty: 4307.378906
	Iteration 4Q: 3 clusters Score -589830.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -589979.000000 Penalty: 4307.378906
	Iteration 5Q: 3 clusters Score -589979 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -590119.750000 Penalty: 4307.378906
	Iteration 6Q: 3 clusters Score -590119.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -590240.312500 Penalty: 4307.378906
	Iteration 7Q: 3 clusters Score -590240.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -590351.687500 Penalty: 4307.378906
	Iteration 8Q: 3 clusters Score -590351.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -590455.625000 Penalty: 4307.378906
	Iteration 9Q: 3 clusters Score -590455.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -590548.125000 Penalty: 4307.378906
	Iteration 10Q: 3 clusters Score -590548.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -590619.687500 Penalty: 4307.378906
	Iteration 11Q: 3 clusters Score -590619.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -590680.062500 Penalty: 4307.378906
	Iteration 12Q: 3 clusters Score -590680.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -590741.812500 Penalty: 4307.378906
	Iteration 13Q: 3 clusters Score -590741.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -590789.750000 Penalty: 4307.378906
	Iteration 14Q: 3 clusters Score -590789.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -590819.375000 Penalty: 4307.378906
	Iteration 15Q: 3 clusters Score -590819.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -590843.187500 Penalty: 4307.378906
	Iteration 16Q: 3 clusters Score -590843.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -590868.375000 Penalty: 4307.378906
	Iteration 17Q: 3 clusters Score -590868.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -590887.875000 Penalty: 4307.378906
	Iteration 18Q: 3 clusters Score -590887.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -590903.875000 Penalty: 4307.378906
	Iteration 19Q: 3 clusters Score -590903.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -590920.687500 Penalty: 4307.378906
	Iteration 20F: 3 clusters Score -590920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -590936.750000 Penalty: 4307.378906
	Iteration 21Q: 3 clusters Score -590936.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -590954.500000 Penalty: 4307.378906
	Iteration 22Q: 3 clusters Score -590954.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -590973.000000 Penalty: 4307.378906
	Iteration 23Q: 3 clusters Score -590973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -590984.125000 Penalty: 4307.378906
	Iteration 24Q: 3 clusters Score -590984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -590990.625000 Penalty: 4307.378906
	Iteration 25Q: 3 clusters Score -590990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -590999.875000 Penalty: 4307.378906
	Iteration 26Q: 3 clusters Score -590999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -591012.812500 Penalty: 4307.378906
	Iteration 27Q: 3 clusters Score -591012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -591026.187500 Penalty: 4307.378906
	Iteration 28Q: 3 clusters Score -591026.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -591037.375000 Penalty: 4307.378906
	Iteration 29Q: 3 clusters Score -591037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -591043.812500 Penalty: 4307.378906
	Iteration 30Q: 3 clusters Score -591043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -591048.187500 Penalty: 4307.378906
	Iteration 31Q: 3 clusters Score -591048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -591051.625000 Penalty: 4307.378906
	Iteration 32Q: 3 clusters Score -591051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -591051.625000 Penalty: 4307.378906
	Iteration 33Q: 3 clusters Score -591051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -591052.437500 Penalty: 4307.378906
	Iteration 34Q: 3 clusters Score -591052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -591052.625000 Penalty: 4307.378906
	Iteration 35Q: 3 clusters Score -591052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -591054.687500 Penalty: 4307.378906
	Iteration 36Q: 3 clusters Score -591054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -591055.437500 Penalty: 4307.378906
	Iteration 37Q: 3 clusters Score -591055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -591059.187500 Penalty: 4307.378906
	Iteration 38Q: 3 clusters Score -591059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -591061.750000 Penalty: 4307.378906
	Iteration 39Q: 3 clusters Score -591061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -591063.687500 Penalty: 4307.378906
	Iteration 40F: 3 clusters Score -591063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -591066.000000 Penalty: 4307.378906
	Iteration 41Q: 3 clusters Score -591066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -591066.062500 Penalty: 4307.378906
	Iteration 42Q: 3 clusters Score -591066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -591067.312500 Penalty: 4307.378906
	Iteration 43Q: 3 clusters Score -591067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -591068.750000 Penalty: 4307.378906
	Iteration 44Q: 3 clusters Score -591068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -591069.937500 Penalty: 4307.378906
	Iteration 45Q: 3 clusters Score -591069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -591072.687500 Penalty: 4307.378906
	Iteration 46Q: 3 clusters Score -591072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -591076.187500 Penalty: 4307.378906
	Iteration 47Q: 3 clusters Score -591076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -591080.312500 Penalty: 4307.378906
	Iteration 48Q: 3 clusters Score -591080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -591084.750000 Penalty: 4307.378906
	Iteration 49Q: 3 clusters Score -591084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -591087.312500 Penalty: 4307.378906
	Iteration 50Q: 3 clusters Score -591087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -591089.375000 Penalty: 4307.378906
	Iteration 51Q: 3 clusters Score -591089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -591092.750000 Penalty: 4307.378906
	Iteration 52Q: 3 clusters Score -591092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -591093.625000 Penalty: 4307.378906
	Iteration 53Q: 3 clusters Score -591093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -591094.875000 Penalty: 4307.378906
	Iteration 54Q: 3 clusters Score -591094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -591096.937500 Penalty: 4307.378906
	Iteration 55Q: 3 clusters Score -591096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -591098.937500 Penalty: 4307.378906
	Iteration 56Q: 3 clusters Score -591098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -591101.187500 Penalty: 4307.378906
	Iteration 57Q: 3 clusters Score -591101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -591101.687500 Penalty: 4307.378906
	Iteration 58Q: 3 clusters Score -591101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -591101.187500 Penalty: 4307.378906
	Iteration 59Q: 3 clusters Score -591101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -591101.187500 Penalty: 4307.378906
	Iteration 60F: 3 clusters Score -591101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -133009.031250 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -133009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130731.859375 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -130731.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131132.593750 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -131132.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131242.468750 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -131242.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131293.406250 Penalty: 3616.323486
	Iteration 3Q: 3 clusters Score -131293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131328.640625 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -131328.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -131354.343750 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -131354.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -131378.234375 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -131378.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131391.781250 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -131391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -131400.312500 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -131400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -131407.375000 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -131407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -131410.796875 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -131410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131416.906250 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -131416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131419.750000 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -131419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131427.062500 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -131427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131429.250000 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -131429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131429.250000 Penalty: 3616.323486
	Iteration 15F: 3 clusters Score -131429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Entering Unmasked Estep 
Score: -3350661.750000 Penalty: 2583.979004
	Iteration 0F: 2 clusters Score -3350662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3327803.500000 Penalty: 5167.958008
	Iteration 0F: 3 clusters Score -3327804 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3336105.250000 Penalty: 5167.958008
	Iteration 1F: 3 clusters Score -3336105 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3336717.000000 Penalty: 5167.958008
	Iteration 2F: 3 clusters Score -3336717 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3337325.500000 Penalty: 5167.958008
	Iteration 3Q: 3 clusters Score -3337326 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3337968.500000 Penalty: 5167.958008
	Iteration 4Q: 3 clusters Score -3337968 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3338771.250000 Penalty: 5167.958008
	Iteration 5Q: 3 clusters Score -3338771 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3339738.000000 Penalty: 5167.958008
	Iteration 6F: 3 clusters Score -3339738 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3340890.500000 Penalty: 5167.958008
	Iteration 7F: 3 clusters Score -3340890 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3342142.250000 Penalty: 5167.958008
	Iteration 8F: 3 clusters Score -3342142 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3343285.750000 Penalty: 5167.958008
	Iteration 9F: 3 clusters Score -3343286 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3344192.500000 Penalty: 5167.958008
	Iteration 10Q: 3 clusters Score -3344192 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3344881.250000 Penalty: 5167.958008
	Iteration 11Q: 3 clusters Score -3344881 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3345479.000000 Penalty: 5167.958008
	Iteration 12Q: 3 clusters Score -3345479 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3345943.500000 Penalty: 5167.958008
	Iteration 13Q: 3 clusters Score -3345944 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3346317.250000 Penalty: 5167.958008
	Iteration 14Q: 3 clusters Score -3346317 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3346664.000000 Penalty: 5167.958008
	Iteration 15Q: 3 clusters Score -3346664 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3346991.750000 Penalty: 5167.958008
	Iteration 16Q: 3 clusters Score -3346992 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3347277.500000 Penalty: 5167.958008
	Iteration 17Q: 3 clusters Score -3347278 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3347573.250000 Penalty: 5167.958008
	Iteration 18Q: 3 clusters Score -3347573 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3347795.750000 Penalty: 5167.958008
	Iteration 19Q: 3 clusters Score -3347796 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3348006.750000 Penalty: 5167.958008
	Iteration 20F: 3 clusters Score -3348007 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3348185.750000 Penalty: 5167.958008
	Iteration 21Q: 3 clusters Score -3348186 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3348308.750000 Penalty: 5167.958008
	Iteration 22Q: 3 clusters Score -3348309 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3348457.500000 Penalty: 5167.958008
	Iteration 23Q: 3 clusters Score -3348458 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3348546.250000 Penalty: 5167.958008
	Iteration 24Q: 3 clusters Score -3348546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3348654.750000 Penalty: 5167.958008
	Iteration 25Q: 3 clusters Score -3348655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3348735.750000 Penalty: 5167.958008
	Iteration 26Q: 3 clusters Score -3348736 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3348794.250000 Penalty: 5167.958008
	Iteration 27Q: 3 clusters Score -3348794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3348839.750000 Penalty: 5167.958008
	Iteration 28Q: 3 clusters Score -3348840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3348888.750000 Penalty: 5167.958008
	Iteration 29Q: 3 clusters Score -3348889 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3348923.250000 Penalty: 5167.958008
	Iteration 30Q: 3 clusters Score -3348923 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3348945.250000 Penalty: 5167.958008
	Iteration 31Q: 3 clusters Score -3348945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3348967.500000 Penalty: 5167.958008
	Iteration 32Q: 3 clusters Score -3348968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3348995.000000 Penalty: 5167.958008
	Iteration 33Q: 3 clusters Score -3348995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3349012.250000 Penalty: 5167.958008
	Iteration 34Q: 3 clusters Score -3349012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3349021.750000 Penalty: 5167.958008
	Iteration 35Q: 3 clusters Score -3349022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3349029.500000 Penalty: 5167.958008
	Iteration 36Q: 3 clusters Score -3349030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3349044.000000 Penalty: 5167.958008
	Iteration 37Q: 3 clusters Score -3349044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3349057.500000 Penalty: 5167.958008
	Iteration 38Q: 3 clusters Score -3349058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3349067.750000 Penalty: 5167.958008
	Iteration 39Q: 3 clusters Score -3349068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3349069.000000 Penalty: 5167.958008
	Iteration 40F: 3 clusters Score -3349069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3349076.500000 Penalty: 5167.958008
	Iteration 41Q: 3 clusters Score -3349076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3349079.500000 Penalty: 5167.958008
	Iteration 42Q: 3 clusters Score -3349080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3349090.000000 Penalty: 5167.958008
	Iteration 43Q: 3 clusters Score -3349090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3349100.750000 Penalty: 5167.958008
	Iteration 44Q: 3 clusters Score -3349101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3349110.000000 Penalty: 5167.958008
	Iteration 45Q: 3 clusters Score -3349110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3349117.000000 Penalty: 5167.958008
	Iteration 46Q: 3 clusters Score -3349117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3349122.250000 Penalty: 5167.958008
	Iteration 47Q: 3 clusters Score -3349122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3349127.750000 Penalty: 5167.958008
	Iteration 48Q: 3 clusters Score -3349128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3349129.750000 Penalty: 5167.958008
	Iteration 49Q: 3 clusters Score -3349130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3349135.750000 Penalty: 5167.958008
	Iteration 50Q: 3 clusters Score -3349136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3349140.500000 Penalty: 5167.958008
	Iteration 51Q: 3 clusters Score -3349140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3349144.000000 Penalty: 5167.958008
	Iteration 52Q: 3 clusters Score -3349144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3349145.250000 Penalty: 5167.958008
	Iteration 53Q: 3 clusters Score -3349145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3349146.750000 Penalty: 5167.958008
	Iteration 54Q: 3 clusters Score -3349147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3349148.750000 Penalty: 5167.958008
	Iteration 55Q: 3 clusters Score -3349149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3349151.000000 Penalty: 5167.958008
	Iteration 56Q: 3 clusters Score -3349151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3349151.000000 Penalty: 5167.958008
	Iteration 57Q: 3 clusters Score -3349151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3349156.000000 Penalty: 5167.958008
	Iteration 58Q: 3 clusters Score -3349156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3349151.500000 Penalty: 5167.958008
	Iteration 59Q: 3 clusters Score -3349152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3349156.500000 Penalty: 5167.958008
	Iteration 60F: 3 clusters Score -3349156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3349157.750000 Penalty: 5167.958008
	Iteration 61Q: 3 clusters Score -3349158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3349163.000000 Penalty: 5167.958008
	Iteration 62Q: 3 clusters Score -3349163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3349171.000000 Penalty: 5167.958008
	Iteration 63Q: 3 clusters Score -3349171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3349171.250000 Penalty: 5167.958008
	Iteration 64Q: 3 clusters Score -3349171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3349170.000000 Penalty: 5167.958008
	Iteration 65Q: 3 clusters Score -3349170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3349172.750000 Penalty: 5167.958008
	Iteration 66Q: 3 clusters Score -3349173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3349176.750000 Penalty: 5167.958008
	Iteration 67Q: 3 clusters Score -3349177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3349180.250000 Penalty: 5167.958008
	Iteration 68Q: 3 clusters Score -3349180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3349184.000000 Penalty: 5167.958008
	Iteration 69Q: 3 clusters Score -3349184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3349183.500000 Penalty: 5167.958008
	Iteration 70Q: 3 clusters Score -3349184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3349187.750000 Penalty: 5167.958008
	Iteration 71Q: 3 clusters Score -3349188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3349186.750000 Penalty: 5167.958008
	Iteration 72Q: 3 clusters Score -3349187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3349188.250000 Penalty: 5167.958008
	Iteration 73Q: 3 clusters Score -3349188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3349187.750000 Penalty: 5167.958008
	Iteration 74Q: 3 clusters Score -3349188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3349188.500000 Penalty: 5167.958008
	Iteration 75Q: 3 clusters Score -3349188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3349187.000000 Penalty: 5167.958008
	Iteration 76Q: 3 clusters Score -3349187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3349187.750000 Penalty: 5167.958008
	Iteration 77Q: 3 clusters Score -3349188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3349187.750000 Penalty: 5167.958008
	Iteration 78F: 3 clusters Score -3349188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Entering Unmasked Estep 
Score: -960391.687500 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -960391.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -952707.062500 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -952707.1 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -955075.125000 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -955075.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -955603.562500 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -955603.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -956096.500000 Penalty: 4570.457031
	Iteration 3F: 3 clusters Score -956096.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -956519.812500 Penalty: 4570.457031
	Iteration 4F: 3 clusters Score -956519.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -956860.937500 Penalty: 4570.457031
	Iteration 5F: 3 clusters Score -956860.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -957162.500000 Penalty: 4570.457031
	Iteration 6Q: 3 clusters Score -957162.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -957417.250000 Penalty: 4570.457031
	Iteration 7Q: 3 clusters Score -957417.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -957618.187500 Penalty: 4570.457031
	Iteration 8Q: 3 clusters Score -957618.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -957774.750000 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -957774.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -957921.062500 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -957921.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -958036.750000 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -958036.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -958137.875000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -958137.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -958224.625000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -958224.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -958311.812500 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -958311.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -958380.437500 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -958380.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -958467.312500 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -958467.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -958561.875000 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -958561.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -958631.812500 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -958631.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -958684.062500 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -958684.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -958724.687500 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -958724.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -958760.687500 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -958760.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -958784.875000 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -958784.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -958797.687500 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -958797.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -958805.937500 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -958805.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -958813.375000 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -958813.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -958818.937500 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -958818.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -958822.687500 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -958822.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -958827.125000 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -958827.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -958837.375000 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -958837.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -958842.750000 Penalty: 4570.457031
	Iteration 30Q: 3 clusters Score -958842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -958844.875000 Penalty: 4570.457031
	Iteration 31Q: 3 clusters Score -958844.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -958846.500000 Penalty: 4570.457031
	Iteration 32Q: 3 clusters Score -958846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -958850.937500 Penalty: 4570.457031
	Iteration 33Q: 3 clusters Score -958850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -958851.937500 Penalty: 4570.457031
	Iteration 34Q: 3 clusters Score -958851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -958851.312500 Penalty: 4570.457031
	Iteration 35Q: 3 clusters Score -958851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -958854.937500 Penalty: 4570.457031
	Iteration 36Q: 3 clusters Score -958854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -958853.875000 Penalty: 4570.457031
	Iteration 37Q: 3 clusters Score -958853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -958857.000000 Penalty: 4570.457031
	Iteration 38Q: 3 clusters Score -958857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -958859.875000 Penalty: 4570.457031
	Iteration 39Q: 3 clusters Score -958859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -958861.312500 Penalty: 4570.457031
	Iteration 40F: 3 clusters Score -958861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -958864.125000 Penalty: 4570.457031
	Iteration 41Q: 3 clusters Score -958864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -958866.437500 Penalty: 4570.457031
	Iteration 42Q: 3 clusters Score -958866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -958865.375000 Penalty: 4570.457031
	Iteration 43Q: 3 clusters Score -958865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -958865.500000 Penalty: 4570.457031
	Iteration 44Q: 3 clusters Score -958865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -958864.812500 Penalty: 4570.457031
	Iteration 45Q: 3 clusters Score -958864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -958866.187500 Penalty: 4570.457031
	Iteration 46Q: 3 clusters Score -958866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -958866.937500 Penalty: 4570.457031
	Iteration 47Q: 3 clusters Score -958866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -958868.250000 Penalty: 4570.457031
	Iteration 48Q: 3 clusters Score -958868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -958869.187500 Penalty: 4570.457031
	Iteration 49Q: 3 clusters Score -958869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -958867.500000 Penalty: 4570.457031
	Iteration 50Q: 3 clusters Score -958867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -958868.937500 Penalty: 4570.457031
	Iteration 51Q: 3 clusters Score -958868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -958868.187500 Penalty: 4570.457031
	Iteration 52Q: 3 clusters Score -958868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -958868.750000 Penalty: 4570.457031
	Iteration 53Q: 3 clusters Score -958868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -958867.187500 Penalty: 4570.457031
	Iteration 54Q: 3 clusters Score -958867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -958867.187500 Penalty: 4570.457031
	Iteration 55F: 3 clusters Score -958867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -240609.859375 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -240609.9 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 1378 members 
Entering Unmasked Estep 
Score: -237590.171875 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -237590.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -238220.546875 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -238220.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -238375.296875 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -238375.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -238493.187500 Penalty: 3912.985840
	Iteration 3Q: 3 clusters Score -238493.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238623.843750 Penalty: 3912.985840
	Iteration 4Q: 3 clusters Score -238623.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -238735.406250 Penalty: 3912.985840
	Iteration 5Q: 3 clusters Score -238735.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -238852.406250 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -238852.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -238939.500000 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -238939.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -239012.250000 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -239012.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -239104.531250 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -239104.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -239190.234375 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -239190.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -239245.234375 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -239245.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -239297.078125 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -239297.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -239344.671875 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -239344.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -239399.171875 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -239399.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -239447.031250 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -239447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -239483.656250 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -239483.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -239509.734375 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -239509.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -239533.359375 Penalty: 3912.985840
	Iteration 18Q: 3 clusters Score -239533.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -239566.031250 Penalty: 3912.985840
	Iteration 19Q: 3 clusters Score -239566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -239586.937500 Penalty: 3912.985840
	Iteration 20F: 3 clusters Score -239586.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -239606.781250 Penalty: 3912.985840
	Iteration 21Q: 3 clusters Score -239606.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -239619.640625 Penalty: 3912.985840
	Iteration 22Q: 3 clusters Score -239619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -239628.875000 Penalty: 3912.985840
	Iteration 23Q: 3 clusters Score -239628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -239637.140625 Penalty: 3912.985840
	Iteration 24Q: 3 clusters Score -239637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -239650.625000 Penalty: 3912.985840
	Iteration 25Q: 3 clusters Score -239650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -239659.984375 Penalty: 3912.985840
	Iteration 26Q: 3 clusters Score -239660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -239663.968750 Penalty: 3912.985840
	Iteration 27Q: 3 clusters Score -239664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -239665.734375 Penalty: 3912.985840
	Iteration 28Q: 3 clusters Score -239665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -239667.765625 Penalty: 3912.985840
	Iteration 29Q: 3 clusters Score -239667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -239669.687500 Penalty: 3912.985840
	Iteration 30Q: 3 clusters Score -239669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -239670.296875 Penalty: 3912.985840
	Iteration 31Q: 3 clusters Score -239670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -239671.578125 Penalty: 3912.985840
	Iteration 32Q: 3 clusters Score -239671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -239674.156250 Penalty: 3912.985840
	Iteration 33Q: 3 clusters Score -239674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -239677.312500 Penalty: 3912.985840
	Iteration 34Q: 3 clusters Score -239677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -239677.312500 Penalty: 3912.985840
	Iteration 35F: 3 clusters Score -239677.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -72066.359375 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -72066.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70208.406250 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -70208.41 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70487.617188 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -70487.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70579.929688 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -70579.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70626.132812 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -70626.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70651.640625 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -70651.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70662.859375 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -70662.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70678.179688 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -70678.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70682.828125 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -70682.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70685.593750 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -70685.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70686.445312 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -70686.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70687.828125 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -70687.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70688.710938 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -70688.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70688.710938 Penalty: 3344.468994
	Iteration 12F: 3 clusters Score -70688.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -983029.062500 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -983029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -975622.312500 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -975622.3 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -977739.250000 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -977739.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -978010.250000 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -978010.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -978211.500000 Penalty: 4550.555176
	Iteration 3Q: 3 clusters Score -978211.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -978386.812500 Penalty: 4550.555176
	Iteration 4Q: 3 clusters Score -978386.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -978539.750000 Penalty: 4550.555176
	Iteration 5Q: 3 clusters Score -978539.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -978680.187500 Penalty: 4550.555176
	Iteration 6Q: 3 clusters Score -978680.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -978824.437500 Penalty: 4550.555176
	Iteration 7Q: 3 clusters Score -978824.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -978952.937500 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -978952.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -979092.187500 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -979092.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -979238.062500 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -979238.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -979431.812500 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -979431.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -979639.250000 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -979639.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -979842.875000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -979842.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -980038.187500 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -980038.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -980223.500000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -980223.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -980385.625000 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -980385.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -980499.375000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -980499.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -980596.312500 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -980596.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -980675.937500 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -980675.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -980734.500000 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -980734.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -980776.125000 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -980776.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -980815.375000 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -980815.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -980855.437500 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -980855.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -980899.625000 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -980899.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -980932.875000 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -980932.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -980964.437500 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -980964.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -980981.375000 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -980981.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -980999.937500 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -980999.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -981018.000000 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -981018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -981030.562500 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -981030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -981036.875000 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -981036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -981040.312500 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -981040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -981048.062500 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -981048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -981054.125000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -981054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -981062.062500 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -981062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -981064.500000 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -981064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -981067.875000 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -981067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -981069.187500 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -981069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -981071.750000 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -981071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -981071.750000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -981071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -251473.000000 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -251473 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 1401 members 
Entering Unmasked Estep 
Score: -248342.578125 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -248342.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -248965.484375 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -248965.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -249201.234375 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -249201.2 nChanged 198
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: -249433.703125 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -249433.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -249661.390625 Penalty: 3928.000732
	Iteration 4F: 3 clusters Score -249661.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -249838.859375 Penalty: 3928.000732
	Iteration 5F: 3 clusters Score -249838.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -249974.203125 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -249974.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -250075.812500 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -250075.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -250150.343750 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -250150.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -250208.921875 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -250208.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -250306.843750 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -250306.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -250458.593750 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -250458.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -250599.375000 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -250599.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -250756.171875 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -250756.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -250932.796875 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -250932.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -251133.953125 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -251134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -251308.625000 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -251308.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -251461.500000 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -251461.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -251591.671875 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -251591.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -251653.187500 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -251653.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -251664.937500 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -251664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -251673.859375 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -251673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -251676.687500 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -251676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -251676.671875 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -251676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -251676.671875 Penalty: 3928.000732
	Iteration 24F: 3 clusters Score -251676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 5543 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 25115 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 62471 members 
Mstep: Class 16 contains 54631 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 5740 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 101940 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 6555 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 33499 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 1000 members 
Mstep: Class 39 contains 14082 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 15444 members 
Mstep: Class 44 contains 5490 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 1822 members 
Mstep: Class 48 contains 6270 members 
Mstep: Class 49 contains 3330 members 
Mstep: Class 50 contains 1750 members 
Entering Unmasked Estep 
Score: -58917580.000000 Penalty: 165509.984375
Splitting cluster 38 changes total score from -58918768.000000 to -58917580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -1384563.375000 Penalty: 2369.057861
	Iteration 0F: 2 clusters Score -1384563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1374201.375000 Penalty: 4738.115723
	Iteration 0F: 3 clusters Score -1374201 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1377648.500000 Penalty: 4738.115723
	Iteration 1F: 3 clusters Score -1377648 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1378112.500000 Penalty: 4738.115723
	Iteration 2F: 3 clusters Score -1378112 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1378507.625000 Penalty: 4738.115723
	Iteration 3F: 3 clusters Score -1378508 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1378899.000000 Penalty: 4738.115723
	Iteration 4F: 3 clusters Score -1378899 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1379270.125000 Penalty: 4738.115723
	Iteration 5Q: 3 clusters Score -1379270 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1379568.625000 Penalty: 4738.115723
	Iteration 6Q: 3 clusters Score -1379569 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1379811.750000 Penalty: 4738.115723
	Iteration 7Q: 3 clusters Score -1379812 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1380016.500000 Penalty: 4738.115723
	Iteration 8Q: 3 clusters Score -1380016 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1380176.125000 Penalty: 4738.115723
	Iteration 9Q: 3 clusters Score -1380176 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1380311.750000 Penalty: 4738.115723
	Iteration 10Q: 3 clusters Score -1380312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1380445.500000 Penalty: 4738.115723
	Iteration 11Q: 3 clusters Score -1380446 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1380546.250000 Penalty: 4738.115723
	Iteration 12Q: 3 clusters Score -1380546 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1380608.375000 Penalty: 4738.115723
	Iteration 13Q: 3 clusters Score -1380608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1380665.000000 Penalty: 4738.115723
	Iteration 14Q: 3 clusters Score -1380665 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1380724.500000 Penalty: 4738.115723
	Iteration 15Q: 3 clusters Score -1380724 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1380771.500000 Penalty: 4738.115723
	Iteration 16Q: 3 clusters Score -1380772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1380809.750000 Penalty: 4738.115723
	Iteration 17Q: 3 clusters Score -1380810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1380855.125000 Penalty: 4738.115723
	Iteration 18Q: 3 clusters Score -1380855 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1380890.750000 Penalty: 4738.115723
	Iteration 19Q: 3 clusters Score -1380891 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1380932.375000 Penalty: 4738.115723
	Iteration 20F: 3 clusters Score -1380932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1380965.500000 Penalty: 4738.115723
	Iteration 21Q: 3 clusters Score -1380966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1380995.875000 Penalty: 4738.115723
	Iteration 22Q: 3 clusters Score -1380996 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1381035.750000 Penalty: 4738.115723
	Iteration 23Q: 3 clusters Score -1381036 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1381076.875000 Penalty: 4738.115723
	Iteration 24Q: 3 clusters Score -1381077 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1381112.000000 Penalty: 4738.115723
	Iteration 25Q: 3 clusters Score -1381112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1381153.750000 Penalty: 4738.115723
	Iteration 26Q: 3 clusters Score -1381154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1381195.000000 Penalty: 4738.115723
	Iteration 27Q: 3 clusters Score -1381195 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1381232.125000 Penalty: 4738.115723
	Iteration 28Q: 3 clusters Score -1381232 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1381275.500000 Penalty: 4738.115723
	Iteration 29Q: 3 clusters Score -1381276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1381314.625000 Penalty: 4738.115723
	Iteration 30Q: 3 clusters Score -1381315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1381360.375000 Penalty: 4738.115723
	Iteration 31Q: 3 clusters Score -1381360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1381396.375000 Penalty: 4738.115723
	Iteration 32Q: 3 clusters Score -1381396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1381443.500000 Penalty: 4738.115723
	Iteration 33Q: 3 clusters Score -1381444 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1381497.000000 Penalty: 4738.115723
	Iteration 34Q: 3 clusters Score -1381497 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1381536.750000 Penalty: 4738.115723
	Iteration 35Q: 3 clusters Score -1381537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1381581.625000 Penalty: 4738.115723
	Iteration 36Q: 3 clusters Score -1381582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1381622.750000 Penalty: 4738.115723
	Iteration 37Q: 3 clusters Score -1381623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1381657.125000 Penalty: 4738.115723
	Iteration 38Q: 3 clusters Score -1381657 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1381681.250000 Penalty: 4738.115723
	Iteration 39Q: 3 clusters Score -1381681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1381711.250000 Penalty: 4738.115723
	Iteration 40F: 3 clusters Score -1381711 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1381738.875000 Penalty: 4738.115723
	Iteration 41Q: 3 clusters Score -1381739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1381769.500000 Penalty: 4738.115723
	Iteration 42Q: 3 clusters Score -1381770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1381801.875000 Penalty: 4738.115723
	Iteration 43Q: 3 clusters Score -1381802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1381827.500000 Penalty: 4738.115723
	Iteration 44Q: 3 clusters Score -1381828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1381851.375000 Penalty: 4738.115723
	Iteration 45Q: 3 clusters Score -1381851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1381875.750000 Penalty: 4738.115723
	Iteration 46Q: 3 clusters Score -1381876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1381903.625000 Penalty: 4738.115723
	Iteration 47Q: 3 clusters Score -1381904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1381941.625000 Penalty: 4738.115723
	Iteration 48Q: 3 clusters Score -1381942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1381972.625000 Penalty: 4738.115723
	Iteration 49Q: 3 clusters Score -1381973 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1382009.250000 Penalty: 4738.115723
	Iteration 50Q: 3 clusters Score -1382009 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1382044.500000 Penalty: 4738.115723
	Iteration 51Q: 3 clusters Score -1382044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1382076.375000 Penalty: 4738.115723
	Iteration 52Q: 3 clusters Score -1382076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1382112.125000 Penalty: 4738.115723
	Iteration 53Q: 3 clusters Score -1382112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1382134.250000 Penalty: 4738.115723
	Iteration 54Q: 3 clusters Score -1382134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1382163.750000 Penalty: 4738.115723
	Iteration 55Q: 3 clusters Score -1382164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1382189.625000 Penalty: 4738.115723
	Iteration 56Q: 3 clusters Score -1382190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1382214.750000 Penalty: 4738.115723
	Iteration 57Q: 3 clusters Score -1382215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1382233.250000 Penalty: 4738.115723
	Iteration 58Q: 3 clusters Score -1382233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1382266.625000 Penalty: 4738.115723
	Iteration 59Q: 3 clusters Score -1382267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1382306.000000 Penalty: 4738.115723
	Iteration 60F: 3 clusters Score -1382306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1382333.250000 Penalty: 4738.115723
	Iteration 61Q: 3 clusters Score -1382333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1382355.875000 Penalty: 4738.115723
	Iteration 62Q: 3 clusters Score -1382356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1382372.375000 Penalty: 4738.115723
	Iteration 63Q: 3 clusters Score -1382372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1382396.250000 Penalty: 4738.115723
	Iteration 64Q: 3 clusters Score -1382396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1382417.250000 Penalty: 4738.115723
	Iteration 65Q: 3 clusters Score -1382417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1382429.500000 Penalty: 4738.115723
	Iteration 66Q: 3 clusters Score -1382430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1382445.125000 Penalty: 4738.115723
	Iteration 67Q: 3 clusters Score -1382445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1382459.750000 Penalty: 4738.115723
	Iteration 68Q: 3 clusters Score -1382460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1382476.625000 Penalty: 4738.115723
	Iteration 69Q: 3 clusters Score -1382477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1382494.000000 Penalty: 4738.115723
	Iteration 70Q: 3 clusters Score -1382494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1382504.500000 Penalty: 4738.115723
	Iteration 71Q: 3 clusters Score -1382504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1382513.750000 Penalty: 4738.115723
	Iteration 72Q: 3 clusters Score -1382514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1382526.500000 Penalty: 4738.115723
	Iteration 73Q: 3 clusters Score -1382526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1382541.000000 Penalty: 4738.115723
	Iteration 74Q: 3 clusters Score -1382541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1382551.125000 Penalty: 4738.115723
	Iteration 75Q: 3 clusters Score -1382551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1382565.000000 Penalty: 4738.115723
	Iteration 76Q: 3 clusters Score -1382565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1382576.625000 Penalty: 4738.115723
	Iteration 77Q: 3 clusters Score -1382577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1382584.375000 Penalty: 4738.115723
	Iteration 78Q: 3 clusters Score -1382584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1382587.750000 Penalty: 4738.115723
	Iteration 79Q: 3 clusters Score -1382588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1382592.000000 Penalty: 4738.115723
	Iteration 80F: 3 clusters Score -1382592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1382594.250000 Penalty: 4738.115723
	Iteration 81Q: 3 clusters Score -1382594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1382596.875000 Penalty: 4738.115723
	Iteration 82Q: 3 clusters Score -1382597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1382600.000000 Penalty: 4738.115723
	Iteration 83Q: 3 clusters Score -1382600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1382597.625000 Penalty: 4738.115723
	Iteration 84Q: 3 clusters Score -1382598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1382597.250000 Penalty: 4738.115723
	Iteration 85Q: 3 clusters Score -1382597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1382601.125000 Penalty: 4738.115723
	Iteration 86Q: 3 clusters Score -1382601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1382602.250000 Penalty: 4738.115723
	Iteration 87Q: 3 clusters Score -1382602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1382604.000000 Penalty: 4738.115723
	Iteration 88Q: 3 clusters Score -1382604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1382605.625000 Penalty: 4738.115723
	Iteration 89Q: 3 clusters Score -1382606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1382606.500000 Penalty: 4738.115723
	Iteration 90Q: 3 clusters Score -1382606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1382606.500000 Penalty: 4738.115723
	Iteration 91F: 3 clusters Score -1382606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Entering Unmasked Estep 
Score: -2874203.500000 Penalty: 2545.823975
	Iteration 0F: 2 clusters Score -2874204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2854481.750000 Penalty: 5091.647949
	Iteration 0F: 3 clusters Score -2854482 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2861581.750000 Penalty: 5091.647949
	Iteration 1F: 3 clusters Score -2861582 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2862094.750000 Penalty: 5091.647949
	Iteration 2Q: 3 clusters Score -2862095 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2862612.000000 Penalty: 5091.647949
	Iteration 3Q: 3 clusters Score -2862612 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2863177.750000 Penalty: 5091.647949
	Iteration 4Q: 3 clusters Score -2863178 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2863815.750000 Penalty: 5091.647949
	Iteration 5Q: 3 clusters Score -2863816 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2864607.000000 Penalty: 5091.647949
	Iteration 6F: 3 clusters Score -2864607 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2865604.250000 Penalty: 5091.647949
	Iteration 7F: 3 clusters Score -2865604 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2866750.750000 Penalty: 5091.647949
	Iteration 8F: 3 clusters Score -2866751 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2867914.250000 Penalty: 5091.647949
	Iteration 9F: 3 clusters Score -2867914 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2868989.750000 Penalty: 5091.647949
	Iteration 10F: 3 clusters Score -2868990 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2869896.500000 Penalty: 5091.647949
	Iteration 11Q: 3 clusters Score -2869896 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2870568.250000 Penalty: 5091.647949
	Iteration 12Q: 3 clusters Score -2870568 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2871047.500000 Penalty: 5091.647949
	Iteration 13Q: 3 clusters Score -2871048 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2871388.750000 Penalty: 5091.647949
	Iteration 14Q: 3 clusters Score -2871389 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2871615.250000 Penalty: 5091.647949
	Iteration 15Q: 3 clusters Score -2871615 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2871750.500000 Penalty: 5091.647949
	Iteration 16Q: 3 clusters Score -2871750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2871847.000000 Penalty: 5091.647949
	Iteration 17Q: 3 clusters Score -2871847 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2871900.250000 Penalty: 5091.647949
	Iteration 18Q: 3 clusters Score -2871900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2871916.500000 Penalty: 5091.647949
	Iteration 19Q: 3 clusters Score -2871916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2871959.250000 Penalty: 5091.647949
	Iteration 20F: 3 clusters Score -2871959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2871980.000000 Penalty: 5091.647949
	Iteration 21Q: 3 clusters Score -2871980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2871990.750000 Penalty: 5091.647949
	Iteration 22Q: 3 clusters Score -2871991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2871998.250000 Penalty: 5091.647949
	Iteration 23Q: 3 clusters Score -2871998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2872015.750000 Penalty: 5091.647949
	Iteration 24Q: 3 clusters Score -2872016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2872023.250000 Penalty: 5091.647949
	Iteration 25Q: 3 clusters Score -2872023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2872030.750000 Penalty: 5091.647949
	Iteration 26Q: 3 clusters Score -2872031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2872036.000000 Penalty: 5091.647949
	Iteration 27Q: 3 clusters Score -2872036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2872038.500000 Penalty: 5091.647949
	Iteration 28Q: 3 clusters Score -2872038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2872040.750000 Penalty: 5091.647949
	Iteration 29Q: 3 clusters Score -2872041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2872044.000000 Penalty: 5091.647949
	Iteration 30Q: 3 clusters Score -2872044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2872056.000000 Penalty: 5091.647949
	Iteration 31Q: 3 clusters Score -2872056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2872053.500000 Penalty: 5091.647949
	Iteration 32Q: 3 clusters Score -2872054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2872060.250000 Penalty: 5091.647949
	Iteration 33Q: 3 clusters Score -2872060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2872059.000000 Penalty: 5091.647949
	Iteration 34Q: 3 clusters Score -2872059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2872062.750000 Penalty: 5091.647949
	Iteration 35Q: 3 clusters Score -2872063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2872064.750000 Penalty: 5091.647949
	Iteration 36Q: 3 clusters Score -2872065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2872072.500000 Penalty: 5091.647949
	Iteration 37Q: 3 clusters Score -2872072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2872079.250000 Penalty: 5091.647949
	Iteration 38Q: 3 clusters Score -2872079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2872078.250000 Penalty: 5091.647949
	Iteration 39Q: 3 clusters Score -2872078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2872081.250000 Penalty: 5091.647949
	Iteration 40F: 3 clusters Score -2872081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2872093.500000 Penalty: 5091.647949
	Iteration 41Q: 3 clusters Score -2872094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2872094.000000 Penalty: 5091.647949
	Iteration 42Q: 3 clusters Score -2872094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2872104.000000 Penalty: 5091.647949
	Iteration 43Q: 3 clusters Score -2872104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2872108.500000 Penalty: 5091.647949
	Iteration 44Q: 3 clusters Score -2872108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2872115.250000 Penalty: 5091.647949
	Iteration 45Q: 3 clusters Score -2872115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2872114.250000 Penalty: 5091.647949
	Iteration 46Q: 3 clusters Score -2872114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2872114.250000 Penalty: 5091.647949
	Iteration 47Q: 3 clusters Score -2872114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2872117.750000 Penalty: 5091.647949
	Iteration 48Q: 3 clusters Score -2872118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2872117.750000 Penalty: 5091.647949
	Iteration 49F: 3 clusters Score -2872118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -303406.968750 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -303407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -300100.031250 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -300100 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -300729.718750 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -300729.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -300871.843750 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -300871.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300972.406250 Penalty: 3977.238037
	Iteration 3Q: 3 clusters Score -300972.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -301050.343750 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -301050.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -301102.093750 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -301102.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -301140.906250 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -301140.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -301176.281250 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -301176.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -301204.687500 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -301204.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -301226.312500 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -301226.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -301245.718750 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -301245.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -301265.218750 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -301265.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -301280.000000 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -301280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -301292.812500 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -301292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -301304.031250 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -301304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -301314.937500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -301314.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301325.750000 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -301325.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -301334.812500 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -301334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -301341.750000 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -301341.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -301349.375000 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -301349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -301353.906250 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -301353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -301359.312500 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -301359.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -301367.187500 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -301367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -301376.437500 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -301376.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301386.500000 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -301386.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -301395.937500 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -301395.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -301408.125000 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -301408.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -301414.875000 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -301414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -301422.250000 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -301422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -301429.437500 Penalty: 3977.238037
	Iteration 29Q: 3 clusters Score -301429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -301440.250000 Penalty: 3977.238037
	Iteration 30Q: 3 clusters Score -301440.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -301452.687500 Penalty: 3977.238037
	Iteration 31Q: 3 clusters Score -301452.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -301467.781250 Penalty: 3977.238037
	Iteration 32Q: 3 clusters Score -301467.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -301483.906250 Penalty: 3977.238037
	Iteration 33Q: 3 clusters Score -301483.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -301499.437500 Penalty: 3977.238037
	Iteration 34Q: 3 clusters Score -301499.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -301517.187500 Penalty: 3977.238037
	Iteration 35Q: 3 clusters Score -301517.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -301543.187500 Penalty: 3977.238037
	Iteration 36Q: 3 clusters Score -301543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -301562.906250 Penalty: 3977.238037
	Iteration 37Q: 3 clusters Score -301562.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -301582.250000 Penalty: 3977.238037
	Iteration 38Q: 3 clusters Score -301582.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301608.906250 Penalty: 3977.238037
	Iteration 39Q: 3 clusters Score -301608.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -301635.906250 Penalty: 3977.238037
	Iteration 40F: 3 clusters Score -301635.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -301663.937500 Penalty: 3977.238037
	Iteration 41Q: 3 clusters Score -301663.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -301702.468750 Penalty: 3977.238037
	Iteration 42Q: 3 clusters Score -301702.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -301755.875000 Penalty: 3977.238037
	Iteration 43Q: 3 clusters Score -301755.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -301820.312500 Penalty: 3977.238037
	Iteration 44Q: 3 clusters Score -301820.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -301881.468750 Penalty: 3977.238037
	Iteration 45Q: 3 clusters Score -301881.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -301963.250000 Penalty: 3977.238037
	Iteration 46Q: 3 clusters Score -301963.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -302081.062500 Penalty: 3977.238037
	Iteration 47Q: 3 clusters Score -302081.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -302277.000000 Penalty: 3977.238037
	Iteration 48Q: 3 clusters Score -302277 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -302564.031250 Penalty: 3977.238037
	Iteration 49Q: 3 clusters Score -302564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -302862.187500 Penalty: 3977.238037
	Iteration 50Q: 3 clusters Score -302862.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -303105.750000 Penalty: 3977.238037
	Iteration 51Q: 3 clusters Score -303105.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -303255.218750 Penalty: 3977.238037
	Iteration 52Q: 3 clusters Score -303255.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -303310.406250 Penalty: 3977.238037
	Iteration 53Q: 3 clusters Score -303310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -303330.125000 Penalty: 3977.238037
	Iteration 54Q: 3 clusters Score -303330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -303335.875000 Penalty: 3977.238037
	Iteration 55Q: 3 clusters Score -303335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -303339.593750 Penalty: 3977.238037
	Iteration 56Q: 3 clusters Score -303339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -303339.593750 Penalty: 3977.238037
	Iteration 57F: 3 clusters Score -303339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Entering Unmasked Estep 
Score: -1043166.312500 Penalty: 2307.553223
	Iteration 0F: 2 clusters Score -1043166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1034883.500000 Penalty: 4615.106445
	Iteration 0F: 3 clusters Score -1034884 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1037437.812500 Penalty: 4615.106445
	Iteration 1F: 3 clusters Score -1037438 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1037883.125000 Penalty: 4615.106445
	Iteration 2F: 3 clusters Score -1037883 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1038316.437500 Penalty: 4615.106445
	Iteration 3F: 3 clusters Score -1038316 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1038737.937500 Penalty: 4615.106445
	Iteration 4F: 3 clusters Score -1038738 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1039165.687500 Penalty: 4615.106445
	Iteration 5F: 3 clusters Score -1039166 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1039579.937500 Penalty: 4615.106445
	Iteration 6F: 3 clusters Score -1039580 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1039981.750000 Penalty: 4615.106445
	Iteration 7Q: 3 clusters Score -1039982 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1040400.250000 Penalty: 4615.106445
	Iteration 8Q: 3 clusters Score -1040400 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1040836.875000 Penalty: 4615.106445
	Iteration 9F: 3 clusters Score -1040837 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1041172.750000 Penalty: 4615.106445
	Iteration 10Q: 3 clusters Score -1041173 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1041416.562500 Penalty: 4615.106445
	Iteration 11Q: 3 clusters Score -1041417 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1041571.000000 Penalty: 4615.106445
	Iteration 12Q: 3 clusters Score -1041571 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1041681.687500 Penalty: 4615.106445
	Iteration 13Q: 3 clusters Score -1041682 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1041787.375000 Penalty: 4615.106445
	Iteration 14Q: 3 clusters Score -1041787 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1041854.500000 Penalty: 4615.106445
	Iteration 15Q: 3 clusters Score -1041854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1041893.375000 Penalty: 4615.106445
	Iteration 16Q: 3 clusters Score -1041893 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1041918.687500 Penalty: 4615.106445
	Iteration 17Q: 3 clusters Score -1041919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1041940.500000 Penalty: 4615.106445
	Iteration 18Q: 3 clusters Score -1041940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1041955.500000 Penalty: 4615.106445
	Iteration 19Q: 3 clusters Score -1041956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1041963.937500 Penalty: 4615.106445
	Iteration 20F: 3 clusters Score -1041964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1041964.312500 Penalty: 4615.106445
	Iteration 21Q: 3 clusters Score -1041964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1041966.875000 Penalty: 4615.106445
	Iteration 22Q: 3 clusters Score -1041967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1041974.812500 Penalty: 4615.106445
	Iteration 23Q: 3 clusters Score -1041975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1041982.312500 Penalty: 4615.106445
	Iteration 24Q: 3 clusters Score -1041982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1041988.750000 Penalty: 4615.106445
	Iteration 25Q: 3 clusters Score -1041989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1041993.562500 Penalty: 4615.106445
	Iteration 26Q: 3 clusters Score -1041994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1041998.687500 Penalty: 4615.106445
	Iteration 27Q: 3 clusters Score -1041999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1042003.437500 Penalty: 4615.106445
	Iteration 28Q: 3 clusters Score -1042003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1042006.437500 Penalty: 4615.106445
	Iteration 29Q: 3 clusters Score -1042006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1042008.937500 Penalty: 4615.106445
	Iteration 30Q: 3 clusters Score -1042009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1042010.875000 Penalty: 4615.106445
	Iteration 31Q: 3 clusters Score -1042011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1042013.687500 Penalty: 4615.106445
	Iteration 32Q: 3 clusters Score -1042014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1042017.375000 Penalty: 4615.106445
	Iteration 33Q: 3 clusters Score -1042017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1042021.687500 Penalty: 4615.106445
	Iteration 34Q: 3 clusters Score -1042022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1042025.687500 Penalty: 4615.106445
	Iteration 35Q: 3 clusters Score -1042026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1042028.125000 Penalty: 4615.106445
	Iteration 36Q: 3 clusters Score -1042028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1042030.187500 Penalty: 4615.106445
	Iteration 37Q: 3 clusters Score -1042030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1042034.312500 Penalty: 4615.106445
	Iteration 38Q: 3 clusters Score -1042034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1042041.812500 Penalty: 4615.106445
	Iteration 39Q: 3 clusters Score -1042042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1042042.937500 Penalty: 4615.106445
	Iteration 40F: 3 clusters Score -1042043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1042049.625000 Penalty: 4615.106445
	Iteration 41Q: 3 clusters Score -1042050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1042055.562500 Penalty: 4615.106445
	Iteration 42Q: 3 clusters Score -1042056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1042057.437500 Penalty: 4615.106445
	Iteration 43Q: 3 clusters Score -1042057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1042060.687500 Penalty: 4615.106445
	Iteration 44Q: 3 clusters Score -1042061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1042068.687500 Penalty: 4615.106445
	Iteration 45Q: 3 clusters Score -1042069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1042071.062500 Penalty: 4615.106445
	Iteration 46Q: 3 clusters Score -1042071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1042077.250000 Penalty: 4615.106445
	Iteration 47Q: 3 clusters Score -1042077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1042081.375000 Penalty: 4615.106445
	Iteration 48Q: 3 clusters Score -1042081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1042087.062500 Penalty: 4615.106445
	Iteration 49Q: 3 clusters Score -1042087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1042092.500000 Penalty: 4615.106445
	Iteration 50Q: 3 clusters Score -1042092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1042096.000000 Penalty: 4615.106445
	Iteration 51Q: 3 clusters Score -1042096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1042100.500000 Penalty: 4615.106445
	Iteration 52Q: 3 clusters Score -1042100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1042107.500000 Penalty: 4615.106445
	Iteration 53Q: 3 clusters Score -1042108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1042110.312500 Penalty: 4615.106445
	Iteration 54Q: 3 clusters Score -1042110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1042119.312500 Penalty: 4615.106445
	Iteration 55Q: 3 clusters Score -1042119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1042124.625000 Penalty: 4615.106445
	Iteration 56Q: 3 clusters Score -1042125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1042123.625000 Penalty: 4615.106445
	Iteration 57Q: 3 clusters Score -1042124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1042128.875000 Penalty: 4615.106445
	Iteration 58Q: 3 clusters Score -1042129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1042137.625000 Penalty: 4615.106445
	Iteration 59Q: 3 clusters Score -1042138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1042141.250000 Penalty: 4615.106445
	Iteration 60F: 3 clusters Score -1042141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1042145.750000 Penalty: 4615.106445
	Iteration 61Q: 3 clusters Score -1042146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1042145.250000 Penalty: 4615.106445
	Iteration 62Q: 3 clusters Score -1042145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1042148.812500 Penalty: 4615.106445
	Iteration 63Q: 3 clusters Score -1042149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1042149.750000 Penalty: 4615.106445
	Iteration 64Q: 3 clusters Score -1042150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1042150.937500 Penalty: 4615.106445
	Iteration 65Q: 3 clusters Score -1042151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1042153.375000 Penalty: 4615.106445
	Iteration 66Q: 3 clusters Score -1042153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1042154.125000 Penalty: 4615.106445
	Iteration 67Q: 3 clusters Score -1042154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1042153.312500 Penalty: 4615.106445
	Iteration 68Q: 3 clusters Score -1042153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1042154.312500 Penalty: 4615.106445
	Iteration 69Q: 3 clusters Score -1042154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1042154.312500 Penalty: 4615.106445
	Iteration 70F: 3 clusters Score -1042154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Entering Unmasked Estep 
Score: -1374421.125000 Penalty: 2391.953857
	Iteration 0F: 2 clusters Score -1374421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1363319.000000 Penalty: 4783.907715
	Iteration 0F: 3 clusters Score -1363319 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1367127.250000 Penalty: 4783.907715
	Iteration 1F: 3 clusters Score -1367127 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1367957.875000 Penalty: 4783.907715
	Iteration 2F: 3 clusters Score -1367958 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1368900.750000 Penalty: 4783.907715
	Iteration 3F: 3 clusters Score -1368901 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1369966.125000 Penalty: 4783.907715
	Iteration 4F: 3 clusters Score -1369966 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1370866.125000 Penalty: 4783.907715
	Iteration 5F: 3 clusters Score -1370866 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1371501.000000 Penalty: 4783.907715
	Iteration 6F: 3 clusters Score -1371501 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1371952.625000 Penalty: 4783.907715
	Iteration 7Q: 3 clusters Score -1371953 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1372233.375000 Penalty: 4783.907715
	Iteration 8Q: 3 clusters Score -1372233 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1372398.375000 Penalty: 4783.907715
	Iteration 9Q: 3 clusters Score -1372398 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1372489.000000 Penalty: 4783.907715
	Iteration 10Q: 3 clusters Score -1372489 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1372539.125000 Penalty: 4783.907715
	Iteration 11Q: 3 clusters Score -1372539 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1372569.875000 Penalty: 4783.907715
	Iteration 12Q: 3 clusters Score -1372570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1372587.500000 Penalty: 4783.907715
	Iteration 13Q: 3 clusters Score -1372588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1372605.750000 Penalty: 4783.907715
	Iteration 14Q: 3 clusters Score -1372606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1372621.250000 Penalty: 4783.907715
	Iteration 15Q: 3 clusters Score -1372621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1372624.375000 Penalty: 4783.907715
	Iteration 16Q: 3 clusters Score -1372624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1372634.250000 Penalty: 4783.907715
	Iteration 17Q: 3 clusters Score -1372634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1372639.000000 Penalty: 4783.907715
	Iteration 18Q: 3 clusters Score -1372639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1372642.000000 Penalty: 4783.907715
	Iteration 19Q: 3 clusters Score -1372642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1372644.250000 Penalty: 4783.907715
	Iteration 20F: 3 clusters Score -1372644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1372650.875000 Penalty: 4783.907715
	Iteration 21Q: 3 clusters Score -1372651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1372650.000000 Penalty: 4783.907715
	Iteration 22Q: 3 clusters Score -1372650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1372653.625000 Penalty: 4783.907715
	Iteration 23Q: 3 clusters Score -1372654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1372653.750000 Penalty: 4783.907715
	Iteration 24Q: 3 clusters Score -1372654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1372657.500000 Penalty: 4783.907715
	Iteration 25Q: 3 clusters Score -1372658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1372662.625000 Penalty: 4783.907715
	Iteration 26Q: 3 clusters Score -1372663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1372664.875000 Penalty: 4783.907715
	Iteration 27Q: 3 clusters Score -1372665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1372663.625000 Penalty: 4783.907715
	Iteration 28Q: 3 clusters Score -1372664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1372661.125000 Penalty: 4783.907715
	Iteration 29Q: 3 clusters Score -1372661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1372664.625000 Penalty: 4783.907715
	Iteration 30Q: 3 clusters Score -1372665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1372664.500000 Penalty: 4783.907715
	Iteration 31Q: 3 clusters Score -1372664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1372663.500000 Penalty: 4783.907715
	Iteration 32Q: 3 clusters Score -1372664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1372668.125000 Penalty: 4783.907715
	Iteration 33Q: 3 clusters Score -1372668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1372674.750000 Penalty: 4783.907715
	Iteration 34Q: 3 clusters Score -1372675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1372674.625000 Penalty: 4783.907715
	Iteration 35Q: 3 clusters Score -1372675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1372678.375000 Penalty: 4783.907715
	Iteration 36Q: 3 clusters Score -1372678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1372676.625000 Penalty: 4783.907715
	Iteration 37Q: 3 clusters Score -1372677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1372674.375000 Penalty: 4783.907715
	Iteration 38Q: 3 clusters Score -1372674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1372679.875000 Penalty: 4783.907715
	Iteration 39Q: 3 clusters Score -1372680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1372680.250000 Penalty: 4783.907715
	Iteration 40F: 3 clusters Score -1372680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1372679.875000 Penalty: 4783.907715
	Iteration 41Q: 3 clusters Score -1372680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1372681.000000 Penalty: 4783.907715
	Iteration 42Q: 3 clusters Score -1372681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1372684.500000 Penalty: 4783.907715
	Iteration 43Q: 3 clusters Score -1372684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1372682.000000 Penalty: 4783.907715
	Iteration 44Q: 3 clusters Score -1372682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1372680.125000 Penalty: 4783.907715
	Iteration 45Q: 3 clusters Score -1372680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1372679.000000 Penalty: 4783.907715
	Iteration 46Q: 3 clusters Score -1372679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1372679.750000 Penalty: 4783.907715
	Iteration 47Q: 3 clusters Score -1372680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1372679.750000 Penalty: 4783.907715
	Iteration 48F: 3 clusters Score -1372680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -555629.062500 Penalty: 2135.449463
	Iteration 0F: 2 clusters Score -555629.1 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 2732 members 
Entering Unmasked Estep 
Score: -550815.625000 Penalty: 4270.898926
	Iteration 0F: 3 clusters Score -550815.6 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -552056.937500 Penalty: 4270.898926
	Iteration 1F: 3 clusters Score -552056.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -552308.125000 Penalty: 4270.898926
	Iteration 2F: 3 clusters Score -552308.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -552483.125000 Penalty: 4270.898926
	Iteration 3F: 3 clusters Score -552483.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -552623.437500 Penalty: 4270.898926
	Iteration 4Q: 3 clusters Score -552623.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -552750.562500 Penalty: 4270.898926
	Iteration 5Q: 3 clusters Score -552750.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -552847.000000 Penalty: 4270.898926
	Iteration 6Q: 3 clusters Score -552847 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -552937.937500 Penalty: 4270.898926
	Iteration 7Q: 3 clusters Score -552937.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -553017.937500 Penalty: 4270.898926
	Iteration 8Q: 3 clusters Score -553017.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -553088.000000 Penalty: 4270.898926
	Iteration 9Q: 3 clusters Score -553088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -553168.750000 Penalty: 4270.898926
	Iteration 10Q: 3 clusters Score -553168.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -553242.062500 Penalty: 4270.898926
	Iteration 11Q: 3 clusters Score -553242.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -553301.312500 Penalty: 4270.898926
	Iteration 12Q: 3 clusters Score -553301.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -553349.625000 Penalty: 4270.898926
	Iteration 13Q: 3 clusters Score -553349.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -553392.125000 Penalty: 4270.898926
	Iteration 14Q: 3 clusters Score -553392.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -553421.937500 Penalty: 4270.898926
	Iteration 15Q: 3 clusters Score -553421.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -553445.125000 Penalty: 4270.898926
	Iteration 16Q: 3 clusters Score -553445.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -553468.687500 Penalty: 4270.898926
	Iteration 17Q: 3 clusters Score -553468.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -553489.250000 Penalty: 4270.898926
	Iteration 18Q: 3 clusters Score -553489.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -553507.437500 Penalty: 4270.898926
	Iteration 19Q: 3 clusters Score -553507.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -553522.125000 Penalty: 4270.898926
	Iteration 20F: 3 clusters Score -553522.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -553541.500000 Penalty: 4270.898926
	Iteration 21Q: 3 clusters Score -553541.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -553556.062500 Penalty: 4270.898926
	Iteration 22Q: 3 clusters Score -553556.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -553569.250000 Penalty: 4270.898926
	Iteration 23Q: 3 clusters Score -553569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -553581.875000 Penalty: 4270.898926
	Iteration 24Q: 3 clusters Score -553581.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -553595.937500 Penalty: 4270.898926
	Iteration 25Q: 3 clusters Score -553595.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -553609.000000 Penalty: 4270.898926
	Iteration 26Q: 3 clusters Score -553609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -553614.812500 Penalty: 4270.898926
	Iteration 27Q: 3 clusters Score -553614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -553618.500000 Penalty: 4270.898926
	Iteration 28Q: 3 clusters Score -553618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -553625.875000 Penalty: 4270.898926
	Iteration 29Q: 3 clusters Score -553625.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -553633.812500 Penalty: 4270.898926
	Iteration 30Q: 3 clusters Score -553633.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -553640.687500 Penalty: 4270.898926
	Iteration 31Q: 3 clusters Score -553640.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -553645.375000 Penalty: 4270.898926
	Iteration 32Q: 3 clusters Score -553645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -553650.312500 Penalty: 4270.898926
	Iteration 33Q: 3 clusters Score -553650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -553652.937500 Penalty: 4270.898926
	Iteration 34Q: 3 clusters Score -553652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -553654.062500 Penalty: 4270.898926
	Iteration 35Q: 3 clusters Score -553654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -553653.812500 Penalty: 4270.898926
	Iteration 36Q: 3 clusters Score -553653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -553654.687500 Penalty: 4270.898926
	Iteration 37Q: 3 clusters Score -553654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -553656.375000 Penalty: 4270.898926
	Iteration 38Q: 3 clusters Score -553656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -553657.062500 Penalty: 4270.898926
	Iteration 39Q: 3 clusters Score -553657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -553657.062500 Penalty: 4270.898926
	Iteration 40F: 3 clusters Score -553657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -529205.625000 Penalty: 2150.861572
	Iteration 0F: 2 clusters Score -529205.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -524151.187500 Penalty: 4301.723145
	Iteration 0F: 3 clusters Score -524151.2 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -525420.000000 Penalty: 4301.723145
	Iteration 1F: 3 clusters Score -525420 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -525655.062500 Penalty: 4301.723145
	Iteration 2F: 3 clusters Score -525655.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -525835.312500 Penalty: 4301.723145
	Iteration 3F: 3 clusters Score -525835.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -526017.750000 Penalty: 4301.723145
	Iteration 4Q: 3 clusters Score -526017.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -526209.937500 Penalty: 4301.723145
	Iteration 5Q: 3 clusters Score -526209.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -526423.687500 Penalty: 4301.723145
	Iteration 6Q: 3 clusters Score -526423.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -526635.937500 Penalty: 4301.723145
	Iteration 7Q: 3 clusters Score -526635.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -526869.562500 Penalty: 4301.723145
	Iteration 8Q: 3 clusters Score -526869.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -527063.812500 Penalty: 4301.723145
	Iteration 9Q: 3 clusters Score -527063.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -527216.812500 Penalty: 4301.723145
	Iteration 10Q: 3 clusters Score -527216.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -527325.625000 Penalty: 4301.723145
	Iteration 11Q: 3 clusters Score -527325.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -527407.437500 Penalty: 4301.723145
	Iteration 12Q: 3 clusters Score -527407.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -527473.312500 Penalty: 4301.723145
	Iteration 13Q: 3 clusters Score -527473.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -527531.125000 Penalty: 4301.723145
	Iteration 14Q: 3 clusters Score -527531.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -527575.562500 Penalty: 4301.723145
	Iteration 15Q: 3 clusters Score -527575.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -527601.812500 Penalty: 4301.723145
	Iteration 16Q: 3 clusters Score -527601.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -527617.562500 Penalty: 4301.723145
	Iteration 17Q: 3 clusters Score -527617.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -527627.437500 Penalty: 4301.723145
	Iteration 18Q: 3 clusters Score -527627.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -527636.125000 Penalty: 4301.723145
	Iteration 19Q: 3 clusters Score -527636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -527643.312500 Penalty: 4301.723145
	Iteration 20F: 3 clusters Score -527643.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -527650.250000 Penalty: 4301.723145
	Iteration 21Q: 3 clusters Score -527650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -527656.687500 Penalty: 4301.723145
	Iteration 22Q: 3 clusters Score -527656.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -527663.062500 Penalty: 4301.723145
	Iteration 23Q: 3 clusters Score -527663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -527666.000000 Penalty: 4301.723145
	Iteration 24Q: 3 clusters Score -527666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -527668.312500 Penalty: 4301.723145
	Iteration 25Q: 3 clusters Score -527668.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -527671.687500 Penalty: 4301.723145
	Iteration 26Q: 3 clusters Score -527671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -527671.312500 Penalty: 4301.723145
	Iteration 27Q: 3 clusters Score -527671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -527671.687500 Penalty: 4301.723145
	Iteration 28Q: 3 clusters Score -527671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -527673.062500 Penalty: 4301.723145
	Iteration 29Q: 3 clusters Score -527673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -527675.125000 Penalty: 4301.723145
	Iteration 30Q: 3 clusters Score -527675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -527676.750000 Penalty: 4301.723145
	Iteration 31Q: 3 clusters Score -527676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -527677.750000 Penalty: 4301.723145
	Iteration 32Q: 3 clusters Score -527677.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -527679.187500 Penalty: 4301.723145
	Iteration 33Q: 3 clusters Score -527679.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -527682.875000 Penalty: 4301.723145
	Iteration 34Q: 3 clusters Score -527682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -527686.437500 Penalty: 4301.723145
	Iteration 35Q: 3 clusters Score -527686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -527687.687500 Penalty: 4301.723145
	Iteration 36Q: 3 clusters Score -527687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -527689.750000 Penalty: 4301.723145
	Iteration 37Q: 3 clusters Score -527689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -527691.062500 Penalty: 4301.723145
	Iteration 38Q: 3 clusters Score -527691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -527692.687500 Penalty: 4301.723145
	Iteration 39Q: 3 clusters Score -527692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -527694.687500 Penalty: 4301.723145
	Iteration 40F: 3 clusters Score -527694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -527694.250000 Penalty: 4301.723145
	Iteration 41Q: 3 clusters Score -527694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -527695.000000 Penalty: 4301.723145
	Iteration 42Q: 3 clusters Score -527695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -527695.312500 Penalty: 4301.723145
	Iteration 43Q: 3 clusters Score -527695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -527696.750000 Penalty: 4301.723145
	Iteration 44Q: 3 clusters Score -527696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -527697.625000 Penalty: 4301.723145
	Iteration 45Q: 3 clusters Score -527697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -527697.625000 Penalty: 4301.723145
	Iteration 46F: 3 clusters Score -527697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -344378.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -344378.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -340688.656250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -340688.7 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -341504.250000 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -341504.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -341696.156250 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -341696.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -341823.281250 Penalty: 4082.102051
	Iteration 3Q: 3 clusters Score -341823.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -341919.187500 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -341919.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -342006.500000 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -342006.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -342096.687500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -342096.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342199.093750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -342199.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -342295.812500 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -342295.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -342400.093750 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -342400.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -342520.000000 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -342520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -342643.062500 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -342643.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -342728.406250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -342728.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342812.562500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -342812.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -342878.375000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -342878.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -342935.312500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -342935.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -342979.312500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -342979.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -343012.968750 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -343013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -343029.500000 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -343029.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -343039.875000 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -343039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -343047.750000 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -343047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -343054.531250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -343054.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -343061.781250 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -343061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -343068.093750 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -343068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -343073.062500 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -343073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -343078.250000 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -343078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -343084.343750 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -343084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -343088.437500 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -343088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -343091.468750 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -343091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -343092.843750 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -343092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -343093.312500 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -343093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -343094.625000 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -343094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -343097.937500 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -343097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -343099.375000 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -343099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -343100.593750 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -343100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -343101.687500 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -343101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -343102.218750 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -343102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -343102.937500 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -343102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -343102.781250 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -343102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -343103.750000 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -343103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -343105.781250 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -343105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -343107.875000 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -343107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -343108.468750 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -343108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -343109.625000 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -343109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -343109.812500 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -343109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -343110.406250 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -343110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -343110.406250 Penalty: 4082.102051
	Iteration 46F: 3 clusters Score -343110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -155943.484375 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -155943.5 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 911 members 
Entering Unmasked Estep 
Score: -153436.781250 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -153436.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153941.531250 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -153941.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -154071.750000 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -154071.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -154141.203125 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -154141.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -154191.750000 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -154191.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -154223.625000 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -154223.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -154247.375000 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -154247.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -154268.890625 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -154268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -154287.265625 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -154287.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -154304.343750 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -154304.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154320.171875 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -154320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -154327.515625 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -154327.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -154333.484375 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -154333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -154337.531250 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -154337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -154341.546875 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -154341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -154346.687500 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -154346.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -154352.640625 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -154352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154356.171875 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -154356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -154359.750000 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -154359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -154360.593750 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -154360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -154362.531250 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -154362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -154364.062500 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -154364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -154365.890625 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -154365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -154366.343750 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -154366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -154367.843750 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -154367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -154368.578125 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -154368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -154369.515625 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -154369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -154372.046875 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -154372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -154375.218750 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -154375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -154380.000000 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -154380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -154382.953125 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -154383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -154384.734375 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -154384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154390.125000 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -154390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -154391.437500 Penalty: 3723.814209
	Iteration 33Q: 3 clusters Score -154391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -154392.906250 Penalty: 3723.814209
	Iteration 34Q: 3 clusters Score -154392.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -154392.906250 Penalty: 3723.814209
	Iteration 35F: 3 clusters Score -154392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -633535.625000 Penalty: 2168.395752
	Iteration 0F: 2 clusters Score -633535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -628245.625000 Penalty: 4336.791504
	Iteration 0F: 3 clusters Score -628245.6 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -629606.000000 Penalty: 4336.791504
	Iteration 1F: 3 clusters Score -629606 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -629847.937500 Penalty: 4336.791504
	Iteration 2F: 3 clusters Score -629847.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -629992.000000 Penalty: 4336.791504
	Iteration 3F: 3 clusters Score -629992 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -630110.437500 Penalty: 4336.791504
	Iteration 4Q: 3 clusters Score -630110.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -630213.250000 Penalty: 4336.791504
	Iteration 5Q: 3 clusters Score -630213.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -630307.750000 Penalty: 4336.791504
	Iteration 6Q: 3 clusters Score -630307.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -630404.500000 Penalty: 4336.791504
	Iteration 7Q: 3 clusters Score -630404.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -630487.187500 Penalty: 4336.791504
	Iteration 8Q: 3 clusters Score -630487.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -630579.875000 Penalty: 4336.791504
	Iteration 9Q: 3 clusters Score -630579.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -630698.937500 Penalty: 4336.791504
	Iteration 10Q: 3 clusters Score -630698.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -630808.500000 Penalty: 4336.791504
	Iteration 11Q: 3 clusters Score -630808.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -630912.812500 Penalty: 4336.791504
	Iteration 12Q: 3 clusters Score -630912.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -631011.875000 Penalty: 4336.791504
	Iteration 13Q: 3 clusters Score -631011.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -631100.625000 Penalty: 4336.791504
	Iteration 14Q: 3 clusters Score -631100.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -631177.437500 Penalty: 4336.791504
	Iteration 15Q: 3 clusters Score -631177.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -631227.687500 Penalty: 4336.791504
	Iteration 16Q: 3 clusters Score -631227.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -631289.437500 Penalty: 4336.791504
	Iteration 17Q: 3 clusters Score -631289.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -631333.000000 Penalty: 4336.791504
	Iteration 18Q: 3 clusters Score -631333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -631371.062500 Penalty: 4336.791504
	Iteration 19Q: 3 clusters Score -631371.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -631401.187500 Penalty: 4336.791504
	Iteration 20F: 3 clusters Score -631401.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -631426.437500 Penalty: 4336.791504
	Iteration 21Q: 3 clusters Score -631426.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -631445.375000 Penalty: 4336.791504
	Iteration 22Q: 3 clusters Score -631445.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -631464.125000 Penalty: 4336.791504
	Iteration 23Q: 3 clusters Score -631464.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -631483.937500 Penalty: 4336.791504
	Iteration 24Q: 3 clusters Score -631483.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -631506.750000 Penalty: 4336.791504
	Iteration 25Q: 3 clusters Score -631506.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -631525.375000 Penalty: 4336.791504
	Iteration 26Q: 3 clusters Score -631525.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -631538.687500 Penalty: 4336.791504
	Iteration 27Q: 3 clusters Score -631538.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -631547.750000 Penalty: 4336.791504
	Iteration 28Q: 3 clusters Score -631547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -631557.812500 Penalty: 4336.791504
	Iteration 29Q: 3 clusters Score -631557.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -631570.562500 Penalty: 4336.791504
	Iteration 30Q: 3 clusters Score -631570.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -631576.750000 Penalty: 4336.791504
	Iteration 31Q: 3 clusters Score -631576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -631582.812500 Penalty: 4336.791504
	Iteration 32Q: 3 clusters Score -631582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -631587.687500 Penalty: 4336.791504
	Iteration 33Q: 3 clusters Score -631587.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -631594.750000 Penalty: 4336.791504
	Iteration 34Q: 3 clusters Score -631594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -631599.562500 Penalty: 4336.791504
	Iteration 35Q: 3 clusters Score -631599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -631604.500000 Penalty: 4336.791504
	Iteration 36Q: 3 clusters Score -631604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -631606.312500 Penalty: 4336.791504
	Iteration 37Q: 3 clusters Score -631606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -631608.187500 Penalty: 4336.791504
	Iteration 38Q: 3 clusters Score -631608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -631608.812500 Penalty: 4336.791504
	Iteration 39Q: 3 clusters Score -631608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -631608.125000 Penalty: 4336.791504
	Iteration 40F: 3 clusters Score -631608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -631610.562500 Penalty: 4336.791504
	Iteration 41Q: 3 clusters Score -631610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -631610.687500 Penalty: 4336.791504
	Iteration 42Q: 3 clusters Score -631610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -631612.312500 Penalty: 4336.791504
	Iteration 43Q: 3 clusters Score -631612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -631612.437500 Penalty: 4336.791504
	Iteration 44Q: 3 clusters Score -631612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -631614.750000 Penalty: 4336.791504
	Iteration 45Q: 3 clusters Score -631614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -631614.500000 Penalty: 4336.791504
	Iteration 46Q: 3 clusters Score -631614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -631616.250000 Penalty: 4336.791504
	Iteration 47Q: 3 clusters Score -631616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -631615.437500 Penalty: 4336.791504
	Iteration 48Q: 3 clusters Score -631615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -631616.125000 Penalty: 4336.791504
	Iteration 49Q: 3 clusters Score -631616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -631615.812500 Penalty: 4336.791504
	Iteration 50Q: 3 clusters Score -631615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -631615.812500 Penalty: 4336.791504
	Iteration 51F: 3 clusters Score -631615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -337537.187500 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -337537.2 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 1679 members 
Entering Unmasked Estep 
Score: -334057.156250 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -334057.2 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -334781.187500 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -334781.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -334942.156250 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -334942.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -335053.750000 Penalty: 4022.920654
	Iteration 3Q: 3 clusters Score -335053.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -335130.875000 Penalty: 4022.920654
	Iteration 4Q: 3 clusters Score -335130.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -335183.062500 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -335183.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -335221.281250 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -335221.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -335249.250000 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -335249.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -335265.031250 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -335265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -335278.000000 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -335278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -335287.906250 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -335287.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -335298.031250 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -335298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -335308.343750 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -335308.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -335319.875000 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -335319.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -335329.593750 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -335329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -335338.812500 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -335338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -335346.750000 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -335346.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -335354.625000 Penalty: 4022.920654
	Iteration 17Q: 3 clusters Score -335354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -335359.531250 Penalty: 4022.920654
	Iteration 18Q: 3 clusters Score -335359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -335362.656250 Penalty: 4022.920654
	Iteration 19Q: 3 clusters Score -335362.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -335367.250000 Penalty: 4022.920654
	Iteration 20F: 3 clusters Score -335367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -335372.906250 Penalty: 4022.920654
	Iteration 21Q: 3 clusters Score -335372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -335378.562500 Penalty: 4022.920654
	Iteration 22Q: 3 clusters Score -335378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -335381.625000 Penalty: 4022.920654
	Iteration 23Q: 3 clusters Score -335381.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -335383.843750 Penalty: 4022.920654
	Iteration 24Q: 3 clusters Score -335383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -335387.250000 Penalty: 4022.920654
	Iteration 25Q: 3 clusters Score -335387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -335389.125000 Penalty: 4022.920654
	Iteration 26Q: 3 clusters Score -335389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -335390.187500 Penalty: 4022.920654
	Iteration 27Q: 3 clusters Score -335390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -335391.250000 Penalty: 4022.920654
	Iteration 28Q: 3 clusters Score -335391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -335393.687500 Penalty: 4022.920654
	Iteration 29Q: 3 clusters Score -335393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -335395.812500 Penalty: 4022.920654
	Iteration 30Q: 3 clusters Score -335395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -335397.125000 Penalty: 4022.920654
	Iteration 31Q: 3 clusters Score -335397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -335398.812500 Penalty: 4022.920654
	Iteration 32Q: 3 clusters Score -335398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -335401.125000 Penalty: 4022.920654
	Iteration 33Q: 3 clusters Score -335401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -335402.093750 Penalty: 4022.920654
	Iteration 34Q: 3 clusters Score -335402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -335402.656250 Penalty: 4022.920654
	Iteration 35Q: 3 clusters Score -335402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -335403.750000 Penalty: 4022.920654
	Iteration 36Q: 3 clusters Score -335403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -335403.750000 Penalty: 4022.920654
	Iteration 37F: 3 clusters Score -335403.8 nChanged 0
--- Evaluating fit on full set of 1878892 points ---
Entering Unmasked Estep 
Score: -176527856.000000 Penalty: 175550.140625
25->50 Clusters: Score -176527856.000000, best is -177038768.000000

Main iterations: 0 (time per=infms)
Total iterations: 108397 (time per=166.431360ms)
Iterations metric 2: 2863041871872.000000 (time per=6.301221ns)
Iterations metric 3: 85897894690816.000000 (time per=210.024474ps)

That took 18040.660156 seconds.
